statistic paper

 

Description

Today many big organizations are sitting on large chunks of data, not knowing what to do with it. They invite consultants & business analysts to have a look at data and come up with insights that could help the organization run their business better. There is no clear set of instructions in such open ended problems and it is expected of the consultant to do a lot of exploration first and formulate the problems themselves. These DVT projects fall into the bucket of such open ended problems and a specific problem statement has not been given intentionally. It is expected of students to explore the data and come up with good insights. There is no right and wrong answer here. There should a clear logical story which should come out of their submission.”

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Please find below DVT Project instructions:

  1. Please find the instructions here (attached, DVT project 1, PDF file)
  2. To learn how to publish your tableau file, click here. (attached, document file)
  3. Please use the following  datasets- (Car Claim Insurance.xlsx) (attached, excel sheet)

Note: 

Step 1:

Please upload the project on Tableau public and include the URL in the doc itself and upload it. 

Step 2: 

You need to add 1 page executive summary in the doc.

Step 3: 

  • Insights/Findings (25%) Make sure you articulate your insights in the story caption.

Step 4:

  • Story layout (25%) The story must be logical and address a specific purpose and audience. 

Step 5:

  • Usability/Elimination of Visual Clutter (25%) Do ensure your story is interactive (Use of filters Parameters, Actions etc) and the overall view contains minimal clutter (Appropriate selection of Colours, size, tool tips).

Step 6: 

  • Appropriate chart / Table selection (25%) Your selection of charts needs to aid in cognition. 
  • Any assignment found copied/ plagiarized with another person will not be graded and marked as zero.
  • Please ensure timely submission as post deadline assignment will not be accepted.

Grading Criteria

    Insights/Findings (25%) Make sure you articulate your insights in the story caption.
    Story layout (25%) The story must be logical and address a specific purpose and audience. 
    Usability/Elimination of Visual Clutter (25%) Do ensure your story is interactive (Use of filters Parameters, Actions etc) and the overall view contains minimal clutter (Appropriate selection of Colours, size, tool tips).
    Appropriate chart / Table selection (25%) Your selection of charts needs to aid in cognition. 

Regards,

Program Office

Scoring guide (Rubric) – Rubric – DVT (1)

CriteriaPoints1. Insights/Findings252. Story layout253. Usability/Elimination of Visual Clutter204. Appropriate chart / Table selection20Points90 

Syndicate Assignment for Visual Analytics

Final view:

• Students should publish a Tableau information view.

• The end-product must be a Story

• There is no maximum limit on the number of pages or a combination of

dashboards pages used for the story if it is relevant to one single intended

message.

Steps to Publish (As link):

• https://www.safaribooksonline.com/library/view/tableau-dashboard-

cookbook/9781782177906/ch08s04.html

Submission

• All URL’s need to be submitted in the LMS

Data set

• The students need to work on the data set provided “Vintage Art” in

excel format.

Scores shall be awarded based on the following criteria:

• Insights/Findings (25%)

Make sure you articulate your insights in the story caption.

• Story layout (25%)

The story must be logical and address a specific purpose and audience.

• Usability/Elimination of Visual Clutter (25%)

Do ensure your story is interactive (Use of filters Parameters, Actions etc) and

the overall view contains minimal clutter (Appropriate selection of Colours,

size, tool tips, emphasis more on data ink vs non data ink).

• Appropriate chart / Table selection (25%)

Your selection of charts need to aid in cognition.

Due date:

• Final date of submission shall be announced by the program manager’s

office

Penalty for plagiarism:

• There shall be zero tolerance for plagiarism. Assignments shall be

disqualified altogether if students have copied or plagiarised assignments.

**Upon clicking the URL, one needs to ensure the first page of the story

appears as the default view**

Publishing dashboards to Tableau Public

When you publish your dashboard to Tableau Public, the data source(s) must be a Tableau data extract (.tde) file. We looked at creating this file in the Packaging workbooks with data recipe of this chapter. If you have multiple data connections, then you must repeat this process for each data connection.

In this example, we use small data files. Note, however, that your extract may not include more than 1 million rows when published to Tableau Public.

How to do it…

Perform the following steps to publish dashboards to Tableau Public:

1. Open a copy of the Chapter Eight workbook.

2. Navigate to Server | Tableau Public | Save to Web As…, as shown in the following screenshot:

3. If you do not have an account already, then select the Register hyperlink and fill in the resulting form. The following screenshot shows the resulting form:

4. Once you have registered, you can log in. Here’s the Tableau Public Sign In window:

5. You will then get a dialog box named Save Workbook to the Public Web with the name of theworkbook in the Name field. Check the option Show Sheets as Tabs and then click on Save.

6. The file will start uploading, and you will see a small information box indicating the progress of the upload, as in the following screenshot:

You will then see the resulting dashboard as follows:

7. At the top of the page, you will see an option to embed the viz into your e-mail or website, as in the following screenshot:

8. At the bottom of the page is the Share option. This allows you to control the size of the view and shows the toolbar to adjust size using the display options in the Share window.

You can change the width of the entire dashboard view when viewed in the browser. This option shows the current size by default. You can also change the height of the entire dashboard view when viewed in the browser. This option shows the current size by default.

9. If the Show Toolbar option is selected, the toolbar will appear along the bottom of the view.

10. Optionally, use the URL for RSS links option to add a URL that will be used as the link for static images in RSS feeds. For example, use this option to specify a destination page for the RSS entry rather than the main page of your blog or website. If you like, you can use this option to add tracking code to monitor traffic coming from your RSS feed.

11. Now you can share your visualization with the world!

How it works…

Tableau Public allows you to share your data visualizations with the world, but why would you want to share them?

In the words of The Guardian, “Data Journalism is the new punk.” The central idea is that you can be a data citizen and use data to influence the world around you. You can question authority in an intellectual way, using data as a foundation.

However, data needs to be told in order to be understood, and data visualization is a way in which data citizens can spread the message. Tableau facilitates data citizens by offering Tableau Public, a free facility to spread the love of data. What’s not to like?

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No $0 Yes z_F z_High School Clerical 5 Private

z_SUV

1 $0 9 z_Highly Rural/ Rural

0 2/28/73 0 10

No

,334

z_No z_F

Sports Car

2

6 Highly Urban/ Urban

0

1 13

Yes

z_No z_F Bachelors Manager 42 Private

Minivan

1 $0 10 Highly Urban/ Urban

0

2 11

No

Yes M

Panel Truck

1

1 z_Highly Rural/ Rural

873746806 0 2/22/73 2 11 $21,443 No $116,421 Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

2 11

Yes $0 z_No M Bachelors z_Blue Collar 37 Commercial

Panel Truck $0 0 $0 10 z_Highly Rural/ Rural

0

1 0 $0 No $0 Yes z_F

z_SUV $0 0

6 Highly Urban/ Urban

0

1 7

No

Yes z_F z_High School Clerical 64 Private

z_SUV

1 $0 9 z_Highly Rural/ Rural

0 2/1/73 1 15

No

Yes M Masters 35 Private $4,100 Minivan

5

17 Highly Urban/ Urban

0

3 9

No

Yes M Bachelors z_Blue Collar 37 Commercial

Pickup $0 0 $2,214 16 Highly Urban/ Urban

163178776 0

1 7

No

Yes z_F Masters Manager 29 Private $3,900 z_SUV $0 0

Highly Urban/ Urban

0

1 12

Yes $0 z_No M

Minivan $0 0

1 Highly Urban/ Urban

0

3 8

Yes $0 z_No z_F Bachelors Professional 34 Private $1,500 Sports Car

3

10 Highly Urban/ Urban

0

3 13

Yes z_No z_F

Sports Car

3

1 Highly Urban/ Urban

0

2 12

Yes $0 z_No M z_High School Manager 41 Commercial

Pickup

4

1 Highly Urban/ Urban

0

3 11

No

Yes M z_High School Clerical 40 Private

Van

3

9 z_Highly Rural/ Rural

0

1

No

Yes M z_High School z_Blue Collar 18 Commercial $4,200 Minivan

1

Highly Urban/ Urban

0

3 9

Yes $0 z_No z_F Bachelors Professional 24 Private

z_SUV

1

6 Highly Urban/ Urban

0

1 13

No

Yes M z_High School Clerical 20 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 10/7/72 3 $0 Yes $0 z_No z_F Bachelors Student 16 Commercial

z_SUV

1

8 Highly Urban/ Urban

543547880 0 10/7/72 3 $0 Yes $0 z_No z_F Bachelors Student 16 Commercial

Sports Car

3

8 Highly Urban/ Urban

0

1 11

Yes $0 z_No M Masters 33 Private

Minivan

2

16 Highly Urban/ Urban

0

2

No $0 Yes z_F z_High School Student 39 Private

Pickup

2 $0 8 Highly Urban/ Urban

0

1 9

Yes $0 z_No z_F

Sports Car

2

Highly Urban/ Urban

0

2 15

No

Yes M Bachelors Manager 26 Private

Van

2 $0 7 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F

Sports Car

3 $0 4 Highly Urban/ Urban

0

1 10

No

Yes z_F Masters Professional 20 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

3 9

Yes z_No M z_High School z_Blue Collar 20 Commercial

Pickup

1

1 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F z_High School z_Blue Collar 29 Commercial $4,200 Sports Car

2

6 Highly Urban/ Urban

0

3

Yes $0 z_No M Bachelors z_Blue Collar 42 Commercial

Panel Truck $0 0

12 Highly Urban/ Urban

0

0 10

No $0 z_No z_F

z_SUV $0 0

1 Highly Urban/ Urban

0

3 11

No

Yes z_F z_High School Clerical 30 Private

z_SUV $0 0

1 Highly Urban/ Urban

731368580 0 8/14/72 3 12

Yes

z_No z_F z_High School Professional 5 Private

z_SUV

3

8 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F Bachelors Home Maker 48 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

1 9

Yes $0 z_No z_F

z_SUV

4

1 Highly Urban/ Urban

0

4 13

No

Yes z_F z_High School z_Blue Collar 22 Private

z_SUV

2

1 Highly Urban/ Urban

0

3 15

No

Yes M Bachelors Clerical 24 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

z_No z_F

z_SUV

3 $3,790 6 Highly Urban/ Urban

0

3 0 $0 No $0 Yes z_F Bachelors Student 17 Commercial

Pickup $0 0

14 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F

z_SUV $0 0

7 Highly Urban/ Urban

70771420 0

1 13

No

Yes z_F

Pickup

3

1 Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F z_High School Student 13 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0 6/25/72 0 13

No

Yes z_F Masters Professional 32 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0

2 14

No $0 Yes M z_High School Student 30 Private $4,200 Minivan $0 0 $0 Highly Urban/ Urban

0

3 15

No

Yes M

0

1 10

Yes $0 z_No z_F z_High School Clerical 33 Private

z_SUV $3,700 2

9 Highly Urban/ Urban

0

3 8

Yes $0 z_No z_F z_High School Clerical 10 Private

Sports Car $0 0

1 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Bachelors z_Blue Collar 39 Commercial

Pickup

3 $0 13 Highly Urban/ Urban

0

1 14

No Yes z_F

z_SUV

2 $0 1 z_Highly Rural/ Rural

0

0 8

No

Yes z_F Masters Manager 12 Private

Pickup $0 0 $0 12 Highly Urban/ Urban

0

1 9

Yes

z_No M

Van $0 0

6 Highly Urban/ Urban

0

2 13

Yes $0 z_No z_F Bachelors Professional 36 Private

Minivan $0 0

9 Highly Urban/ Urban

0

0 9

No $0 z_No M

Minivan

4 $0 6 Highly Urban/ Urban

0

1 13

Yes $0 z_No M Masters 25 Commercial

Panel Truck

2

19 Highly Urban/ Urban

557742413 0 4/27/72 1 13 $123,062 Yes $0 z_No M Masters 25 Private

Minivan

3 $0 19 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Bachelors z_Blue Collar 38 Commercial

Minivan $0 0 $0 Highly Urban/ Urban

0

3 8

No

Yes z_F

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

4 9

No

Yes z_F Bachelors Clerical 36 Private $11,770 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 13

No

Yes z_F z_High School Clerical 5 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

3 9

Yes $0 z_No M z_High School z_Blue Collar 39 Commercial

Minivan

3

Highly Urban/ Urban

0

3 13

No

Yes M z_High School Clerical 41 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 3/7/72 2 10

No

Yes z_F $10,050

Minivan

3

1 Highly Urban/ Urban

0 3/7/72 3 11

Yes $0 z_No M

Van $0 0 $0 1 Highly Urban/ Urban

0

0 8 No $0 z_No z_F

Pickup

1

4 Highly Urban/ Urban

590272679 0 3/6/72 0 8 No $0 z_No z_F

Minivan

1 $0 4 Highly Urban/ Urban

0 2/27/72 0 6

No

z_No z_F Bachelors Home Maker 47 Private

Sports Car

2 $0 5 Highly Urban/ Urban

0

1 9

No

Yes z_F z_High School Home Maker 48 Private

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 2/15/72 3 13

No

Yes z_F z_High School z_Blue Collar 47 Commercial $4,200 Sports Car $0 0

1 Highly Urban/ Urban

0

1 9

Yes

,000

z_No M z_High School Clerical 17 Private

Minivan

1 $0 1 Highly Urban/ Urban

0

2 8

Yes $0 z_No z_F

Sports Car

3

Highly Urban/ Urban

0

4 15

No

Yes z_F z_High School z_Blue Collar 58 Commercial

Minivan

2

7 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Bachelors Student 28 Commercial

Sports Car

3

8 Highly Urban/ Urban

0

3 7

Yes $0 z_No z_F Bachelors Professional 32 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

4 13

No

Yes M Bachelors Professional 71 Commercial

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0 1/17/72 3 12

Yes

z_No z_F

0

2 0 $0 No $0 Yes z_F

6 Highly Urban/ Urban

0

4 10

No

Yes z_F z_High School Clerical 18 Private

Sports Car $0 0 $0 7 Highly Urban/ Urban

0

1 11

Yes $0 z_No M z_High School Clerical 28 Private

Minivan

3

10 z_Highly Rural/ Rural

0

3 9

Yes $0 z_No z_F

z_SUV $0 0

1 Highly Urban/ Urban

0

2 11

Yes

z_No M Bachelors z_Blue Collar 22 Commercial

Van $0 0

5 Highly Urban/ Urban

0

4 0 $0 No $0 Yes M z_High School Student 45 Commercial $4,400 Minivan $0 0

1 Highly Urban/ Urban

0

1 13

Yes $0 z_No M Bachelors Professional 18 Private

Minivan

3 $0 8 Highly Urban/ Urban

0

1 4

Yes $0 z_No z_F Masters 17 Private $15,080 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

2 12

Yes $0 z_No M z_High School Clerical 60 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 11/9/71 3 11

Yes

z_No z_F Bachelors z_Blue Collar 37 Commercial

z_SUV

2

8 Highly Urban/ Urban

609195177 0

3 9

Yes

z_No z_F Bachelors Professional 5 Private

Pickup $0 0 $0 4 Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F z_High School Student 39 Private

Sports Car $0 0

6 Highly Urban/ Urban

0

1 9

Yes $0 z_No M Bachelors Student 26 Commercial

Pickup $0 0 $4,120 1 Highly Urban/ Urban

0

3 14

Yes

z_No z_F z_High School Home Maker 50 Private

z_SUV

1

Highly Urban/ Urban

546336138 0

1

No

Yes M

1

8 Highly Urban/ Urban

0

1 8

Yes $0 z_No M $1,980

Minivan

3 $0 1 Highly Urban/ Urban

0

1 7

Yes $0 z_No M

Pickup

3

6 Highly Urban/ Urban

0

2

No

Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

4 7

No $0 Yes z_F

z_SUV

3 $0 3 Highly Urban/ Urban

0

1 0 $0 Yes

z_No M z_High School Student 42 Commercial

Pickup $0 0

10 Highly Urban/ Urban

0

1 7

No

Yes z_F z_High School z_Blue Collar 20 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0

2 15

No

Yes z_F z_High School z_Blue Collar 39 Commercial

z_SUV

1 $0 1 Highly Urban/ Urban

0

4 10

No $0 Yes M Bachelors Student 13 Commercial

Pickup

1

12 Highly Urban/ Urban

0

4 13

Yes $0 z_No M z_High School Student 23 Commercial $5,810 Pickup

2 $0 1 Highly Urban/ Urban

0

1 11 No

Yes z_F z_High School Clerical 55 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

1 12 No

Yes z_F Bachelors Home Maker 42 Private $13,070 z_SUV

1 $0 4 Highly Urban/ Urban

0

1 11

No

Yes z_F Masters 52 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

1 13

No

,856

Yes z_F Bachelors z_Blue Collar 56 Commercial $22,200 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

1 9 Yes $0 z_No z_F z_High School z_Blue Collar 32 Commercial $24,560 z_SUV

3

1 Highly Urban/ Urban

0

3 15 No

Yes M

Panel Truck $0 0 $0 3 z_Highly Rural/ Rural

0

1 13

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 8

No

z_No M z_High School z_Blue Collar 43 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0

3 0 $0 Yes $0 z_No M Bachelors Student 33 Commercial

Minivan

1

12 Highly Urban/ Urban

0

1 12

No

Yes z_F Bachelors z_Blue Collar 46 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

2 11

No

Yes z_F $26,350

Pickup

2

5 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No M z_High School Student 14 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

4 16

No

Yes M Bachelors z_Blue Collar 30 Commercial

Minivan

2

8 Highly Urban/ Urban

590277374 0

2 0 No $0 Yes M z_High School Student 22 Private $4,300 Minivan $8,800 3 $0 6 Highly Urban/ Urban

0

3 0 $0 No $0 Yes z_F $3,202

2 $0 5 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No z_F z_High School Home Maker 27 Private

Sports Car

1

6 Highly Urban/ Urban

0

2 9

No

Yes z_F Masters 20 Private

Minivan

3 $0 18 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No M z_High School Home Maker 9 Private $4,300 Minivan $0 0 $0 7 Highly Urban/ Urban

0

1 11

No

Yes z_F

Sports Car

2 $0 1 Highly Urban/ Urban

210265123 0 5/18/71 1 11 $30,877 No $114,482 Yes z_F

Minivan $0 0 $0 1 Highly Urban/ Urban

0

4 0 $0 Yes

z_No z_F $3,490

6 Highly Urban/ Urban

0

1 10

Yes $0 z_No M

Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

1 12

No

Yes z_F z_High School Clerical 53 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

2 10

No

Yes z_F $17,308

3

1 Highly Urban/ Urban

391162020 0 4/15/71 2 10 $23,427 No $98,357 Yes z_F

Sports Car

4

1 Highly Urban/ Urban

0

1 14

No

Yes z_F Masters 50 Private

Sports Car

1

11 Highly Urban/ Urban

0 4/13/71 0 11 No $0 z_No z_F z_High School z_Blue Collar 38 Commercial

Minivan

1 $0 7 Highly Urban/ Urban

0

3 13

No

Yes M

Van $0 0

Highly Urban/ Urban

0 4/12/71 5 16

No

Yes z_F

Minivan

4 $0 3 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors z_Blue Collar 75 Commercial

Pickup

2

8 Highly Urban/ Urban

0

3 11 No

Yes z_F Masters 59 Private

z_SUV

3 $0 8 Highly Urban/ Urban

0

2 8

Yes $0 z_No M z_High School z_Blue Collar 59 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

1 5

No

Yes z_F Bachelors Professional 54 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 3/12/71 3

No

Yes M

Minivan $0 0 $0 6 z_Highly Rural/ Rural

867935167 0

3 13

No

Yes M

Panel Truck

2

7 Highly Urban/ Urban

0

4 0 $0 Yes $0 z_No M Bachelors Student 30 Commercial $4,300 Minivan

1

13 Highly Urban/ Urban

0

2 8

No

Yes z_F Bachelors z_Blue Collar 5 Commercial

z_SUV

2

10 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

1 13

No

Yes z_F z_High School z_Blue Collar 29 Commercial

z_SUV

2

1 Highly Urban/ Urban

55524088 0

1 9

No

Yes z_F z_High School Home Maker 5 Private

Sports Car

2

1 Highly Urban/ Urban

55524088 0 2/18/71 1 9 $20,852 No $123,109 Yes z_F z_High School Home Maker 5 Private

Minivan

1 $0 1 Highly Urban/ Urban

55524088 0 2/18/71 1 $20,852 No $123,109 Yes z_F z_High School Home Maker 5 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 0 $0 No $0 Yes z_F z_High School Student 45 Private

z_SUV

1

6 Highly Urban/ Urban

0

2 12

No

Yes z_F Masters Manager 42 Private

Minivan

1

15 Highly Urban/ Urban

0

0 7

No $0 z_No z_F

z_SUV $0 0

Highly Urban/ Urban

0 2/2/71 0 0 $0 No $0 z_No z_F Bachelors Home Maker 49 Private $4,300 z_SUV

2

10 Highly Urban/ Urban

0

1 12

No

Yes z_F Bachelors Home Maker 52 Private

Minivan

2 $0 10 Highly Urban/ Urban

0

0 9

No $0 Yes M z_High School Student 27 Private

Pickup

2

10 Highly Urban/ Urban

0

3 14 No

Yes M Bachelors Manager 56 Private $4,300 Minivan

2

5 Highly Urban/ Urban

0 1/11/71 2 9

No

Yes z_F Bachelors z_Blue Collar 46 Commercial $1,500 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

2 11

Yes z_No M Bachelors Professional 18 Private

Van $0 0 $0 13 Highly Urban/ Urban

0

3 13

No

Yes M Bachelors z_Blue Collar 71 Commercial

Van $0 0 $0 z_Highly Rural/ Rural

0

1 11 No

Yes z_F Bachelors z_Blue Collar 34 Commercial

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 6

No

z_No M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

389054427 0

2 12

Yes

z_No M z_High School Manager 32 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

2

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

4 12

Yes

z_No M Masters 47 Private

Pickup $0 0

17 Highly Urban/ Urban

0

2 14

No

Yes z_F Masters 45 Private $11,100 z_SUV

2 $0 14 Highly Urban/ Urban

0

4 0 $0 No $0 Yes z_F Bachelors Student 38 Commercial $20,570 Pickup $0 0

9 Highly Urban/ Urban

0

1 12

No

Yes M z_High School Clerical 17 Commercial $6,850 Pickup

2

7 Highly Urban/ Urban

0

4 16

No $0 Yes z_F

Minivan $0 0 $0 8 Highly Urban/ Urban

0

1 11

No

Yes z_F Bachelors z_Blue Collar 40 Commercial

z_SUV

3 $0 9 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Clerical 41 Private

Van

2

13 Highly Urban/ Urban

0

3 13

Yes $0 z_No z_F z_High School Student 9 Commercial

z_SUV

1

1 Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F z_High School Student 12 Commercial

Sports Car

3

6 Highly Urban/ Urban

0 10/7/70 4 13

No

Yes z_F PhD 50 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

1 13

No

Yes M z_High School Clerical 33 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0 9/30/70 4 11

Yes $0 z_No z_F z_High School Clerical 30 Private $20,120 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 16 Commercial

Minivan

1 $0 11 Highly Urban/ Urban

0

1 11

Yes $0 z_No z_F PhD 15 Private

Sports Car

2 $0 13 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F $8,658

2 $0 5 Highly Urban/ Urban

0

0 $0 No

Yes M $24,718

2 $0 5 Highly Urban/ Urban

0 9/15/70 1 11

No

Yes z_F Bachelors Professional 19 Private $5,470 z_SUV

1 $0 9 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F z_High School Home Maker 42 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 10

No

Yes z_F z_High School z_Blue Collar 30 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

1 12

No $121,949 Yes M z_High School Clerical 41 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

398144007 0 8/31/70 1 0 $0 Yes $0 z_No M z_High School Student 32 Private $4,400 Minivan

3 $0 7 Highly Urban/ Urban

0

1 13

No

Yes z_F z_High School Clerical 24 Private

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 8

No $0 z_No M z_High School Student 30 Commercial $2,670 Minivan $0 0

8 Highly Urban/ Urban

0

2 11

Yes

z_No z_F z_High School z_Blue Collar 26 Commercial

Minivan

3 $0 1 Highly Urban/ Urban

353028480 0

1 11

No

Yes z_F Masters 32 Private $13,410 z_SUV

2 $0 9 Highly Urban/ Urban

0 7/30/70 2 14

No

,830

Yes M Bachelors z_Blue Collar 5 Commercial

Pickup

3 $0 8 Highly Urban/ Urban

0

0

No

Yes M Bachelors z_Blue Collar 29 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0

3 10

Yes $0 z_No z_F z_High School Clerical 54 Private

z_SUV $0 0 $0 11 z_Highly Rural/ Rural

868372619 0 7/20/70 3 10 $53,643 Yes $0 z_No z_F z_High School Clerical 54 Private

Sports Car

2 $0 11 z_Highly Rural/ Rural

0

2 12

Yes $0 z_No z_F Masters Manager 28 Private

z_SUV

3 $0 16 Highly Urban/ Urban

0

1 7

Yes $0 z_No z_F z_High School z_Blue Collar 42 Commercial

Minivan $0 0 $0 9 Highly Urban/ Urban

737721751 0 7/12/70 1 7 $31,407 Yes $0 z_No z_F z_High School z_Blue Collar 42 Commercial

z_SUV $0 0

9 Highly Urban/ Urban

0

3 16

No

Yes z_F Bachelors Clerical 51 Private $1,500 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0

0 7

No

Yes M z_High School Clerical 29 Private

Minivan

3 $0 1 Highly Urban/ Urban

0

1 9

Yes

z_No z_F Bachelors Home Maker 32 Private $16,060 z_SUV

3

13 Highly Urban/ Urban

0

0 12

No

Yes M PhD 28 Private

Pickup

3 $0 8 Highly Urban/ Urban

0 6/19/70 1 0 $0 No

Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1

No

Yes z_F Masters Professional 30 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 11 Commercial

z_SUV $5,289 1

1 Highly Urban/ Urban

602256369 0 6/12/70 2 14 $45,299 No $148,600 Yes z_F z_High School z_Blue Collar 11 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 6/12/70 3 17

No

Yes z_F Bachelors Professional 30 Private

z_SUV

3 $0 13 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Manager 37 Private

z_SUV

3 $0 8 Highly Urban/ Urban

0

1 8

Yes

z_No z_F Bachelors Professional 20 Private

Pickup $0 0 $0 8 Highly Urban/ Urban

0

0 7

No $0 z_No z_F

z_SUV $0 0

8 Highly Urban/ Urban

0

4 14

Yes $0 z_No z_F

z_SUV

1 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No M Bachelors Manager 27 Private

Minivan

3 $0 11 Highly Urban/ Urban

0

2 15

No

Yes M Bachelors Professional 20 Private $11,890 Minivan $0 0 $0 10 Highly Urban/ Urban

0

1 12

No

Yes M Bachelors Professional 45 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

674266132 0

2 13

Yes $0 z_No z_F Bachelors Professional 24 Private

Pickup $0 0 $0 10 Highly Urban/ Urban

874308442 0

1 10

Yes $0 z_No M z_High School Clerical 35 Private

Minivan

3

1 Highly Urban/ Urban

0

4 0 $0 No

Yes z_F

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

724089967 0

0 11

No z_No z_F

z_SUV

1

1 Highly Urban/ Urban

154342859 0

3 13 No

Yes M Bachelors z_Blue Collar 48 Private

Pickup $0 0

9 Highly Urban/ Urban

0

1 8

Yes $0 z_No z_F z_High School z_Blue Collar 25 Commercial

Sports Car

1

1 Highly Urban/ Urban

0

0 6

No $0 z_No M $9,890

Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

1 13

Yes $0 z_No M z_High School Professional 45 Private $16,150 Minivan $5,618 1 $0 9 Highly Urban/ Urban

0

4 4

Yes $0 z_No z_F z_High School Clerical 36 Private

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

1

No

Yes z_F Bachelors Professional 53 Private

Sports Car $0 0 $0 9 Highly Urban/ Urban

0

0 7

No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 13

Yes $0 z_No M Bachelors Clerical 31 Private

Pickup

2

10 Highly Urban/ Urban

867935167 0 3/8/70 3 13

No

Yes M z_High School Clerical 36 Private $10,730 Minivan $0 0 $0 1 Highly Urban/ Urban

106556153 0

0 8

No $0 z_No M Bachelors Professional 59 Commercial

Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

3 8

Yes $0 z_No z_F Bachelors Student 11 Commercial $1,500 z_SUV

3 $0 6 Highly Urban/ Urban

0

1 11

No

Yes z_F z_High School z_Blue Collar 48 Commercial

z_SUV

3 $6,027 9 Highly Urban/ Urban

0

4 0 $0 Yes $0 z_No z_F

z_SUV

1 $0 7 Highly Urban/ Urban

0

3 15

Yes

z_No M z_High School z_Blue Collar 20 Commercial $16,420 Minivan

2

10 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No z_F z_High School Student 40 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

118938894 0 2/12/70 1 0 $0 Yes $0 z_No z_F z_High School Student 40 Commercial

z_SUV

2

1 Highly Urban/ Urban

0

1 12

Yes $0 z_No M Masters Professional 39 Private

Van

2

12 Highly Urban/ Urban

0

0 0 $0 No

Yes M

Minivan

2 $0 1 Highly Urban/ Urban

0 2/2/70 3

Yes

z_No M

Pickup $0 0

1 Highly Urban/ Urban

0

2 14

Yes $0 z_No z_F Masters Manager 19 Private $4,400 Sports Car

3 $0 17 Highly Urban/ Urban

0

2 0 No

Yes z_F z_High School Home Maker 37 Private

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

2 12

Yes

z_No M $5,419

1

6 Highly Urban/ Urban

0

1 11

Yes $0 z_No M Bachelors Professional 16 Commercial

Panel Truck

1

Highly Urban/ Urban

0

1 14

No Yes z_F

Pickup

2 $0 1 Highly Urban/ Urban

30182732 0 1/7/70 1 14 $15,936 No Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 13

No z_No z_F PhD 5 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

2 8

Yes $0 z_No M z_High School z_Blue Collar 30 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

1 12

Yes

z_No z_F Bachelors Home Maker 12 Private

z_SUV

2 $0 10 Highly Urban/ Urban

0

3

No

Yes z_F

866863943 0 12/17/69 4 10

No

Yes z_F Bachelors Clerical 45 Private

Sports Car $0 0 $0 9 Highly Urban/ Urban

0 12/17/69 1 14

No

Yes M z_High School Professional 45 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

0 3

No $0 z_No z_F z_High School Home Maker 34 Private

Pickup

1 $0 Highly Urban/ Urban

0

1 3 $17,120 Yes

z_No M z_High School Clerical 20 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

2 12

No

Yes M z_High School Manager 20 Private

Pickup

1 $0 1 Highly Urban/ Urban

988703393 0

3 11

No

Yes M z_High School Clerical 63 Private $6,970 Minivan $0 0 $0 9 Highly Urban/ Urban

0

2 12

No Yes M Bachelors Professional 50 Commercial

Pickup

1 $0 4 Highly Urban/ Urban

0

4 12

No

Yes z_F PhD Manager 39 Private

z_SUV

2 $0 13 Highly Urban/ Urban

0

1 10

Yes

z_No M z_High School Professional 15 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School Clerical 29 Commercial

Pickup $0 0

1 Highly Urban/ Urban

336934366 0 11/27/69 4 0 $0 No $0 Yes M z_High School Student 11 Commercial

Minivan

3

8 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F Bachelors Manager 43 Private

Sports Car $0 0

13 Highly Urban/ Urban

0

3 13

Yes

z_No M $31,460

Panel Truck

2 $0 6 Highly Urban/ Urban

0

0 11

No

,964

z_No M z_High School Manager 24 Private

Minivan $0 0

1 Highly Urban/ Urban

0

1 12

Yes

z_No z_F

Sports Car

3 $0 7 Highly Urban/ Urban

0

4 9

No

Yes z_F Bachelors Clerical 24 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

695640211 0 11/8/69 1 10

No

Yes M z_High School z_Blue Collar 32 Commercial

Van $0 0

10 Highly Urban/ Urban

0 11/8/69 2 10

Yes $0 z_No M z_High School Clerical 38 Private $10,130 Pickup

2

Highly Urban/ Urban

0

2 11

Yes

z_No z_F Bachelors z_Blue Collar 28 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

386659377 0 11/2/69 2 $134,792 Yes $304,438 z_No z_F Bachelors z_Blue Collar 28 Commercial

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

1 13

No

Yes M Masters Manager 14 Private $4,500 Pickup $0 0 $0 17 Highly Urban/ Urban

0

1 0 $0 Yes

z_No z_F Bachelors Home Maker 35 Private $4,500 Sports Car

4

1 Highly Urban/ Urban

0

2 14 Yes $0 z_No M Masters 52 Commercial

Van

2

17 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 25 Commercial $4,500 Pickup

3

9 Highly Urban/ Urban

0

1 11

No

Yes M z_High School Clerical 32 Private

Pickup

1 $0 4 Highly Urban/ Urban

0 10/17/69 0 9

No $0 z_No z_F

Minivan

1

1 Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F z_High School Home Maker 30 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

2 14

No

Yes M Bachelors z_Blue Collar 40 Commercial $4,500 Pickup $0 0 $0 11 Highly Urban/ Urban

0

2 13

No

Yes z_F Masters Professional 39 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

1 10

Yes

z_No z_F

Minivan $0 0 $0 6 z_Highly Rural/ Rural

916609661 0 10/3/69 1 10 $17,455 Yes $140,978 z_No z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

842110768 0

1 13

No

Yes M z_High School Clerical 45 Private

Minivan $0 0

4 z_Highly Rural/ Rural

0

3 11

No

Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

4 16

No

Yes z_F z_High School z_Blue Collar 12 Commercial

Pickup

1 $0 7 Highly Urban/ Urban

472137014 0

1 11

Yes $0 z_No z_F PhD 5 Private $18,820 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

1 7 Yes $0 z_No z_F z_High School Home Maker 5 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

1 10

Yes $0 z_No M

Van $0 0 $0 1 z_Highly Rural/ Rural

0

2 11

No

Yes z_F Masters Professional 21 Private

z_SUV $0 0 $0 16 Highly Urban/ Urban

0

2 12

No

Yes M Masters 7 Commercial

Van $0 0 $0 16 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 18 Private $1,500 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 9/8/69 3 16

No

,436

Yes z_F

z_SUV

2 $0 Highly Urban/ Urban

0 9/8/69 1 10

Yes

z_No z_F z_High School Manager 36 Private

Minivan

2 $0 9 Highly Urban/ Urban

0

2 10

Yes $0 z_No M $1,739

2 $0 1 Highly Urban/ Urban

621496694 0

1 11

No

,236

Yes z_F Masters Professional 5 Private

z_SUV $0 0 $0 20 Highly Urban/ Urban

0 9/1/69 3 9

No

Yes z_F Bachelors Clerical 28 Private

z_SUV $0 0

14 Highly Urban/ Urban

322211418 0

1 12

No

Yes M

Pickup

1 $0 5 Highly Urban/ Urban

0

0 7

No

Yes M z_High School z_Blue Collar 13 Commercial

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No $0 z_No z_F z_High School Clerical 54 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0

3 12

No

Yes z_F z_High School Home Maker 34 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

0 7

No $0 z_No M $7,228

1

7 Highly Urban/ Urban

805262362 0

4 0 $0 Yes z_No M Bachelors Student 32 Commercial $5,080 Pickup

1 $3,274 6 Highly Urban/ Urban

0

3 15

No $0 Yes z_F z_High School Student 38 Private

Sports Car

1

1 Highly Urban/ Urban

0

2 12

No

Yes z_F

z_SUV $0 0 $0 z_Highly Rural/ Rural

0 8/6/69 5 0 $0 No $0 Yes M z_High School Student 6 Commercial

Van

3

1 Highly Urban/ Urban

0

2

No

Yes z_F z_High School Clerical 68 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

363126949 0 8/3/69 2 $26,226 No $165,178 Yes z_F z_High School Clerical 68 Private $4,120 Sports Car

1 $0 1 z_Highly Rural/ Rural

0 8/3/69 0 10

No $0 z_No M Bachelors Manager 38 Private

Pickup

5 $0 10 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Clerical 41 Private

Minivan

2 $0 8 Highly Urban/ Urban

424786843 0 8/2/69 0 10 $27,803 No $0 z_No z_F z_High School Clerical 41 Private $4,500 z_SUV

4

8 Highly Urban/ Urban

0

0 8

No

z_No z_F Masters Manager 31 Private

z_SUV

1 $0 14 Highly Urban/ Urban

0

0

No

z_No M z_High School z_Blue Collar 53 Commercial

Minivan

2 $0 7 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F

z_SUV $0 0 $0 z_Highly Rural/ Rural

0

2 12

No

Yes z_F z_High School z_Blue Collar 47 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Bachelors Clerical 18 Private

Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

1 0 $0 Yes $0 z_No M Bachelors Student 46 Commercial $4,500 Pickup $0 0

5 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 27 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 13

No

Yes z_F Bachelors z_Blue Collar 35 Commercial $10,730 z_SUV $0 0

14 Highly Urban/ Urban

0

1

No

Yes M Masters 22 Private

Minivan

1 $0 24 Highly Urban/ Urban

0

1 11

,170

No

Yes z_F Masters 39 Private

z_SUV

1 $0 16 Highly Urban/ Urban

0

1 9 No

Yes M z_High School Clerical 37 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0

1 11

No

Yes z_F

Sports Car $0 0

6 Highly Urban/ Urban

0

1 11

Yes $0 z_No z_F z_High School Home Maker 71 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F Bachelors Clerical 23 Private

z_SUV

1 $0 7 Highly Urban/ Urban

0

3 12

Yes $0 z_No M z_High School Clerical 56 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors Professional 11 Commercial $28,600 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

1 9

Yes $0 z_No z_F Bachelors Clerical 28 Private

z_SUV

3 $0 1 z_Highly Rural/ Rural

0

1 0 $0 No $0 Yes M z_High School Student 21 Private $4,500 Pickup

1

7 Highly Urban/ Urban

0

1 12

No

Yes M Bachelors Professional 66 Commercial $10,420 Pickup $0 0 $0 2 Highly Urban/ Urban

0

0 9

No

Yes M z_High School z_Blue Collar 53 Private

Minivan $0 0

6 z_Highly Rural/ Rural

0

1 15

No

Yes z_F Bachelors z_Blue Collar 56 Commercial

Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

3 14

No

Yes M

Pickup $0 0 $0 z_Highly Rural/ Rural

0

1 12

No

Yes M

Minivan

1 $0 7 Highly Urban/ Urban

0

0 13

No $0 Yes M Bachelors Student 44 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

4 14

No Yes z_F Bachelors Clerical 16 Private

z_SUV

1 $0 13 Highly Urban/ Urban

0

0 7

No

Yes z_F z_High School Professional 17 Private

Sports Car $0 0

1 Highly Urban/ Urban

0

4 11

Yes

z_No z_F Bachelors z_Blue Collar 34 Commercial $21,160 z_SUV

1 $0 11 Highly Urban/ Urban

0

3 13

No

Yes z_F Bachelors Manager 58 Commercial

Minivan $0 0 $0 12 Highly Urban/ Urban

0

1 12

No

Yes M z_High School Clerical 49 Private

Pickup

2

10 Highly Urban/ Urban

0

0 11

No

z_No M Masters 54 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

2 13

No

Yes M Bachelors z_Blue Collar 33 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

3 14

No

Yes z_F z_High School Clerical 28 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 4/1/69 2 11

Yes

z_No M Bachelors Professional 38 Private

Minivan $5,007 3 $0 11 Highly Urban/ Urban

0

2 12

Yes

z_No M z_High School Manager 37 Private

Van

1 $0 1 Highly Urban/ Urban

0

1 10

No

Yes z_F z_High School z_Blue Collar 33 Commercial $11,440 Sports Car $0 0

8 Highly Urban/ Urban

0 3/22/69 1 8

Yes $0 z_No z_F z_High School Home Maker 40 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

3 11

No

Yes M Masters 33 Commercial $4,500 Pickup

1

20 Highly Urban/ Urban

0

3 13

No

Yes z_F Bachelors z_Blue Collar 43 Commercial $13,330 z_SUV $0 0

9 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No z_F

3 $0 6 Highly Urban/ Urban

0 3/10/69 1 10

No

Yes z_F z_High School z_Blue Collar 24 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0

2

Yes $0 z_No M

0

1 8

Yes

z_No M Bachelors Professional 33 Private

Pickup

2 $0 11 Highly Urban/ Urban

0 2/18/69 2 12

No

Yes z_F Masters 9 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

504971762 0 2/17/69 3 15

Yes $0 z_No M

Pickup

1 $0 1 Highly Urban/ Urban

0 2/17/69 2 9

No

Yes z_F

0

1

Yes

z_No z_F

Sports Car $0 0

1 Highly Urban/ Urban

0

3 13

No $0 Yes M z_High School Student 23 Commercial

Van

1 $0 Highly Urban/ Urban

0

3 14

Yes

z_No z_F Bachelors Clerical 99 Private

Sports Car

3 $0 10 z_Highly Rural/ Rural

0 2/7/69 0 11

No

z_No z_F Bachelors Professional 38 Private

Pickup

2 $0 1 Highly Urban/ Urban

0 1/30/69 4 13

No $0 Yes M z_High School Student 52 Commercial

Panel Truck

2 $0 9 Highly Urban/ Urban

0

4 0 $0 No

Yes z_F z_High School Home Maker 40 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

1 7

Yes

z_No M

3

1 Highly Urban/ Urban

0 1/20/69 2 0 $0 No

Yes z_F z_High School Student 60 Commercial $4,500 z_SUV $0 0

8 Highly Urban/ Urban

787877274 0 1/17/69 3 0 $0 Yes $0 z_No z_F

z_SUV $0 0

1 z_Highly Rural/ Rural

0 1/14/69 2 7 No $0 Yes z_F

0

3 0 No

Yes z_F Bachelors Home Maker 22 Private $4,500 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 1/6/69 2 8

Yes z_No M z_High School Clerical 53 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

2 11

No

Yes M z_High School Student 5 Commercial $5,850 Pickup

3

1 Highly Urban/ Urban

0 12/24/68 0 10

No

Yes M z_High School z_Blue Collar 75 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/24/68 1 12 Yes $0 z_No M Masters Manager 40 Private $19,340 Van

3 $0 19 Highly Urban/ Urban

0 12/24/68 2 12 No

Yes M

Minivan

2

1 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Manager 43 Private

Minivan

1 $0 7 Highly Urban/ Urban

0

1 10 Yes $0 z_No M z_High School Clerical 43 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

3 13

No

Yes z_F z_High School Home Maker 25 Private

Sports Car

2 $0 Highly Urban/ Urban

0

3 18

No

Yes z_F z_High School Clerical 8 Private

Minivan

1 $0 8 Highly Urban/ Urban

951951164 0

2 12

No

Yes M Bachelors Professional 9 Commercial

Pickup

1 $0 13 Highly Urban/ Urban

405037020 0

4 12

Yes $0 z_No M PhD 25 Private $21,760 Minivan

1

17 Highly Urban/ Urban

405037020 0 12/3/68 4 12 $58,248 Yes $0 z_No M PhD 25 Private

Minivan $0 0

Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 46 Commercial $13,410 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 0 $0 No $0 Yes z_F $6,516

5 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F z_High School Student 55 Commercial $4,500 z_SUV $0 0 $980 8 Highly Urban/ Urban

0

1 13

No

,309

Yes z_F z_High School z_Blue Collar 21 Commercial

Minivan

3

1 Highly Urban/ Urban

0 11/17/68 3 4

No

Yes z_F Bachelors Manager 42 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0

1 8

No

Yes z_F Masters 42 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

2 7

Yes

z_No M z_High School z_Blue Collar 28 Commercial

Minivan $0 0

1 Highly Urban/ Urban

0

2 10

Yes $0 z_No z_F z_High School z_Blue Collar 27 Commercial

Sports Car

3 $0 1 Highly Urban/ Urban

0

0 5

No $0 z_No z_F

z_SUV

2

6 Highly Urban/ Urban

0

1 7

No $0 Yes M z_High School Student 26 Commercial

Pickup $0 0

8 Highly Urban/ Urban

0 10/23/68 4 15

No

Yes z_F z_High School Clerical 26 Private $7,760 z_SUV

2

11 Highly Urban/ Urban

0

1 8

Yes

z_No M Bachelors Clerical 47 Private $4,600 Minivan

1

9 Highly Urban/ Urban

0

3 13

Yes $0 z_No z_F PhD Manager 29 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

855248699 0 10/18/68 0 7

No $0 z_No M z_High School Student 9 Commercial

Pickup

2

1 Highly Urban/ Urban

0

2 11

Yes $0 z_No M

0

1 11

Yes $0 z_No z_F z_High School Clerical 26 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 9

Yes $0 z_No z_F

Pickup $0 0

z_Highly Rural/ Rural

0 10/8/68 1 11

No Yes M Masters Manager 23 Commercial

Pickup

1

16 Highly Urban/ Urban

580354782 0 10/8/68 1 11 $64,365 No Yes M Masters Manager 23 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

2 12

No

Yes z_F

Minivan $0 0 $0 7 Highly Urban/ Urban

0 10/6/68 1 6

Yes

z_No z_F z_High School Professional 46 Private

z_SUV

2 $0 1 Highly Urban/ Urban

116375554 0 10/6/68 2 12 $18,903 No $93,797 Yes z_F

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

1 10

No

,484

Yes M Bachelors Professional 39 Commercial

Panel Truck

2

3 Highly Urban/ Urban

0 10/4/68 2 11

No

,486

Yes z_F z_High School z_Blue Collar 5 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

1 9

No

Yes M

Van

1 $0 1 Highly Urban/ Urban

0

1 13

No

Yes z_F z_High School Professional 60 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 12

No

Yes M z_High School Professional 57 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0

3 11 Yes $0 z_No z_F Bachelors z_Blue Collar 5 Commercial

z_SUV

3 $0 12 Highly Urban/ Urban

0

2 14

Yes $0 z_No z_F z_High School Clerical 41 Private

Sports Car

2

7 Highly Urban/ Urban

0

2 13

No

Yes M Bachelors Clerical 14 Private

Minivan

2 $0 8 Highly Urban/ Urban

0

1 11

No

Yes z_F z_High School Clerical 32 Private

z_SUV

1

9 Highly Urban/ Urban

0

3 15

Yes $0 z_No z_F z_High School Student 50 Private $1,500 Sports Car

2

8 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School Clerical 16 Private

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

1 13

Yes

z_No z_F z_High School z_Blue Collar 32 Commercial

z_SUV

2 $0 1 z_Highly Rural/ Rural

0

1 12 $26,520 No

Yes M Bachelors Student 62 Commercial $4,600 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 8

No

z_No M

3 $0 7 z_Highly Rural/ Rural

0

0 11

No $0 z_No M Masters Professional 32 Private

Minivan $0 0 $0 18 z_Highly Rural/ Rural

0

1 0 $0 No $0 Yes z_F z_High School Student 46 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

1 5

No

Yes z_F PhD Manager 17 Private

z_SUV

1 $0 Highly Urban/ Urban

0 7/23/68 4 0 $0 Yes $0 z_No z_F Bachelors Student 14 Commercial $4,600 Sports Car

1

14 Highly Urban/ Urban

0

2 11

No

Yes M Bachelors Clerical 52 Private

Van $0 0 $0 12 z_Highly Rural/ Rural

0

1 13

No

Yes z_F Bachelors z_Blue Collar 59 Commercial $4,600 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

3 10

Yes $0 z_No z_F Masters Manager 8 Private

Pickup $0 0 $0 13 Highly Urban/ Urban

0

1 8 Yes

z_No z_F $23,010

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

4 0 $0 No

Yes M Masters Home Maker 66 Private $7,860 z_SUV

2 $0 15 z_Highly Rural/ Rural

737451303 0

3 10

Yes $0 z_No z_F z_High School Student 27 Commercial $10,890 z_SUV

2

9 Highly Urban/ Urban

0

1 11

No

Yes z_F PhD 5 Commercial

Pickup $0 0 $0 14 z_Highly Rural/ Rural

0

1 7

No

Yes z_F z_High School Home Maker 25 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

1 10

No

Yes M z_High School Clerical 33 Private

Minivan

1 $0 7 Highly Urban/ Urban

0

1 13

No

Yes M z_High School Clerical 14 Private $8,850 Pickup

3

8 Highly Urban/ Urban

0

1 12

No

Yes z_F z_High School z_Blue Collar 22 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Masters 5 Private

Minivan $0 0 $0 Highly Urban/ Urban

463586488 0

1 13

No $0 Yes M z_High School Student 8 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

1 15

No

Yes z_F

Minivan $0 0

1 Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F Bachelors Home Maker 23 Private $14,140 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 0 $0 No $0 Yes z_F

Sports Car

1

1 Highly Urban/ Urban

330594203 0

0 9

No

Yes M z_High School Professional 19 Commercial $8,210 Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 11

Yes

z_No z_F Bachelors Clerical 25 Private $4,600 Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0

1 10

No

Yes M Bachelors Professional 29 Private

Pickup

2 $0 1 Highly Urban/ Urban

0

1 12

No

Yes M Masters 32 Commercial

Van

2

18 Highly Urban/ Urban

0 5/18/68 1 9

Yes

z_No z_F z_High School Professional 12 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0

2 7

No

Yes z_F z_High School z_Blue Collar 39 Commercial

Minivan $9,960 2

1 Highly Urban/ Urban

0

3 0 $0 No $0 Yes M Bachelors Student 25 Commercial $4,600 Pickup

3

7 Highly Urban/ Urban

0

3 9

No

Yes M z_High School Student 29 Commercial

Minivan

1 $0 1 Highly Urban/ Urban

0

3 13

Yes $0 z_No z_F z_High School z_Blue Collar 11 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

1 13

No

Yes z_F Bachelors z_Blue Collar 21 Commercial

Minivan

1 $0 5 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F

Pickup $0 0

6 Highly Urban/ Urban

143062921 0 4/26/68 1 12 $22,654 Yes $0 z_No z_F

0

4 12

No

Yes z_F z_High School Clerical 24 Private $14,330 z_SUV $0 0 $4,448 1 Highly Urban/ Urban

0

3 14

No

Yes z_F

z_SUV $0 0

5 z_Highly Rural/ Rural

0

0 13

No

Yes M Bachelors z_Blue Collar 20 Commercial

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

3 14

No

Yes z_F

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

1 7

No Yes z_F z_High School z_Blue Collar 26 Private $4,500 z_SUV

2

1 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F z_High School Clerical 17 Private $4,600 Sports Car $0 0

5 Highly Urban/ Urban

0

2 14

No

Yes z_F PhD 46 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

1 10

Yes z_No M z_High School Clerical 30 Private

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

4 15

Yes

z_No M z_High School Professional 8 Commercial $11,550 Pickup

1 $0 1 Highly Urban/ Urban

0

2 12

Yes $0 z_No M

Minivan $0 0

5 Highly Urban/ Urban

0

3 12

Yes $0 z_No M

Minivan

2 $0 5 Highly Urban/ Urban

860428575 0

1 13

Yes $0 z_No M z_High School Professional 12 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 0 $0 No $0 Yes M

1 $0 1 Highly Urban/ Urban

0

4 0 $0 Yes $0 z_No z_F Bachelors Home Maker 54 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

1 13

No

Yes z_F Bachelors Manager 35 Private

Minivan $0 0

4 Highly Urban/ Urban

0

0 9

No $0 z_No M Bachelors Professional 31 Commercial

Van $0 0 $0 7 Highly Urban/ Urban

0

0 3

No

z_No M Masters 45 Private

Pickup $0 0 $0 14 Highly Urban/ Urban

0 3/15/68 2 13

No

Yes M z_High School Clerical 47 Commercial

Van

3 $0 Highly Urban/ Urban

9697388 0 3/15/68 2 13 $40,008 No $199,854 Yes M z_High School Clerical 47 Private $4,600 Pickup

3 $0 Highly Urban/ Urban

0

4 18

No $0 Yes z_F

Pickup

1 $0 1 Highly Urban/ Urban

0 3/3/68 1 9

No

Yes z_F Masters 57 Private $8,550 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

1 12

Yes $0 z_No M Masters Manager 26 Private $10,780 Pickup $0 0 $0 18 Highly Urban/ Urban

0

1 12

No Yes M

Pickup $0 0

4 Highly Urban/ Urban

0 2/24/68 1 11

Yes

z_No z_F z_High School z_Blue Collar 9 Commercial $17,360 Pickup

1

1 Highly Urban/ Urban

0 2/23/68 4 6

No

Yes M

0

0 5

No

z_No M

Minivan $6,350 1

1 Highly Urban/ Urban

0

2 13

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0 2/4/68 3

Yes

z_No M Bachelors Manager 13 Private $4,600 Pickup $0 0 $0 8 Highly Urban/ Urban

0 2/3/68 3 13

No Yes z_F z_High School z_Blue Collar 39 Commercial

z_SUV

2 $0 8 Highly Urban/ Urban

0

1 12

Yes

z_No z_F $3,615

1 Highly Urban/ Urban

0 1/25/68 3 15

No

Yes z_F z_High School z_Blue Collar 38 Commercial $9,360 z_SUV

2

6 Highly Urban/ Urban

0 1/17/68 1 11

No

Yes M z_High School z_Blue Collar 34 Commercial

Van

1 $0 8 Highly Urban/ Urban

0 1/17/68 1 10

Yes

z_No M z_High School Clerical 32 Commercial

Pickup

1

1 z_Highly Rural/ Rural

511966190 0 1/17/68 1 11 $58,391 No $187,063 Yes M z_High School z_Blue Collar 34 Commercial

Pickup

3

8 Highly Urban/ Urban

0

2 13

Yes

z_No M z_High School Clerical 54 Commercial

Pickup $0 0

1 z_Highly Rural/ Rural

196199984 0

1 11

Yes z_No M Bachelors Professional 5 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

4 14

No

Yes z_F z_High School Clerical 15 Private $1,500 Sports Car

1

1 Highly Urban/ Urban

238170161 0 1/8/68 4 14 $48,317 No $133,939 Yes z_F z_High School Clerical 41 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

1 14

Yes $0 z_No z_F Bachelors z_Blue Collar 55 Commercial

z_SUV

1

8 Highly Urban/ Urban

0 1/7/68 0 7

No $0 z_No z_F Masters 29 Private

Minivan

3 $0 15 Highly Urban/ Urban

0

3 13

No

Yes M z_High School Professional 36 Commercial

Panel Truck

1

1 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F z_High School z_Blue Collar 25 Commercial

Sports Car

3

1 Highly Urban/ Urban

0

1 9

No $0 Yes z_F Bachelors Student 32 Commercial $4,600 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 12/23/67 0 8

No

z_No M Bachelors z_Blue Collar 45 Commercial $15,440 Minivan $0 0 $0 z_Highly Rural/ Rural

209189911 0 12/23/67 0 8 $190,945 No $462,430 z_No M Bachelors z_Blue Collar 45 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

866863943 0

4 11

No

Yes z_F z_High School Clerical 26 Private

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

1 3

Yes $0 z_No z_F Bachelors Student 31 Commercial

z_SUV

2

9 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors z_Blue Collar 49 Commercial $4,600 Pickup $0 0

1 Highly Urban/ Urban

0

4 10

Yes $0 z_No M Bachelors z_Blue Collar 33 Commercial

Minivan $0 0 $0 11 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F PhD Manager 15 Commercial

Pickup $0 0 $0 8 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F z_High School Student 46 Commercial

Sports Car

2

1 Highly Urban/ Urban

0

1 0 $0 No $0 Yes M

Van $0 0

1 Highly Urban/ Urban

0

4 12

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

816610762 0

2 14

No

Yes z_F Bachelors z_Blue Collar 40 Commercial

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

1 10

No $0 Yes z_F Bachelors Student 47 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

3 13

No

Yes z_F Bachelors z_Blue Collar 93 Commercial

Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0 11/28/67 1 4

No

Yes M Bachelors Professional 30 Commercial

Panel Truck

3 $0 10 Highly Urban/ Urban

0

1 8

Yes $0 z_No M z_High School Student 24 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

2

No

Yes z_F Bachelors Professional 41 Private

z_SUV

3 $0 12 z_Highly Rural/ Rural

0

1 11

No

Yes z_F

0

2 12

Yes $0 z_No z_F z_High School Student 30 Commercial $7,440 z_SUV $0 0 $0 4 Highly Urban/ Urban

0 11/17/67 1 15

No

Yes z_F z_High School z_Blue Collar 47 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

3 17

No

Yes z_F Bachelors Clerical 33 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

3 13

Yes

z_No z_F Bachelors Clerical 34 Private $10,150 z_SUV

3 $0 7 Highly Urban/ Urban

0

1 11

No

,638

Yes z_F Masters 48 Private

z_SUV

1 $0 14 Highly Urban/ Urban

0

2 13

Yes $0 z_No M z_High School Clerical 46 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

4 14

No Yes z_F z_High School Home Maker 42 Private

Pickup

1

6 Highly Urban/ Urban

718113120 0

2 10

No

Yes z_F z_High School z_Blue Collar 47 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0 10/28/67 3 12

Yes $0 z_No z_F Bachelors Manager 12 Private $4,700 z_SUV $0 0

Highly Urban/ Urban

0

1 11

No $0 Yes z_F z_High School Student 22 Private $1,500 Sports Car $0 0

7 Highly Urban/ Urban

0 10/24/67 4 12

No

Yes M

Minivan

1 $0 1 Highly Urban/ Urban

0

1 9

Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $4,700 Sports Car $0 0

9 Highly Urban/ Urban

0

1 13

Yes $0 z_No M PhD 27 Commercial

Panel Truck

1 $0 7 Highly Urban/ Urban

0 10/16/67 3 15

Yes

z_No z_F Bachelors Professional 87 Private

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 12

No $0 z_No M z_High School z_Blue Collar 21 Commercial $4,700 Pickup $0 0

9 z_Highly Rural/ Rural

0

2 13

No

Yes z_F

Sports Car $0 0

1 Highly Urban/ Urban

0 10/4/67 4 14

Yes $0 z_No z_F Bachelors z_Blue Collar 38 Commercial

z_SUV $0 0

13 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters 32 Private

z_SUV

2 $0 13 Highly Urban/ Urban

0

1 9

No

Yes z_F Bachelors Professional 12 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

0 6

No

Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

295091190 0

0 0 $0 No $0 Yes M

Pickup

2 $0 1 Highly Urban/ Urban

0

2 11

Yes

z_No M $520

1 Highly Urban/ Urban

0

2 15

No

Yes z_F z_High School Clerical 24 Private

Pickup

1

8 Highly Urban/ Urban

0

1 11

No

Yes z_F

z_SUV

2 $0 8 Highly Urban/ Urban

0 9/10/67 2 0 $0 No $0 Yes M z_High School Student 29 Commercial $7,410 Pickup

2

1 Highly Urban/ Urban

0

2 13

No $0 Yes z_F Bachelors Student 27 Private $14,930 z_SUV

2 $0 7 Highly Urban/ Urban

0

0 9

No $0 z_No M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

2 13

No

Yes z_F Bachelors Professional 29 Private

z_SUV

2 $0 13 Highly Urban/ Urban

0

3 13

Yes

z_No z_F z_High School Clerical 9 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

3 10

No

Yes M Masters 33 Private

Pickup $0 0

21 Highly Urban/ Urban

0

2 13

Yes

z_No z_F Bachelors Manager 33 Private

z_SUV

3 $0 9 Highly Urban/ Urban

0 8/19/67 1 11

Yes

z_No z_F

Sports Car $0 0

6 z_Highly Rural/ Rural

0

3 0 $0 No $0 Yes z_F Bachelors Home Maker 75 Private $4,700 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

4 0 $0 No

Yes M $1,791

1 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F z_High School Student 44 Private

z_SUV

2 $0 9 Highly Urban/ Urban

0 8/7/67 3 $0 No $0 Yes M Bachelors Student 39 Commercial $1,500 Minivan

1 $0 6 Highly Urban/ Urban

0 8/7/67 1 12 Yes $0 z_No M Bachelors z_Blue Collar 59 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

3 0 $0 No

Yes z_F Bachelors Home Maker 51 Private $13,140 Sports Car $0 0

4 z_Highly Rural/ Rural

0

2 0 $0 Yes $0 z_No z_F z_High School Home Maker 28 Private

z_SUV

2

8 Highly Urban/ Urban

170332960 0 7/31/67 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 28 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 12

No $0 z_No M

0

2 0 $0 No $0 Yes M z_High School Student 29 Commercial

Minivan

3 $5,200 10 Highly Urban/ Urban

0

1 13

Yes $0 z_No z_F z_High School Manager 8 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

312709390 0

1 5

No

Yes z_F PhD Manager 25 Private

Sports Car $0 0 $0 10 Highly Urban/ Urban

0

3 11

No

Yes M Masters 18 Commercial

Panel Truck

2

14 Highly Urban/ Urban

0

2 12

Yes $0 z_No M z_High School z_Blue Collar 24 Commercial $7,950 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

1 12

No

Yes M Bachelors z_Blue Collar 60 Private

Van $0 0 $0 15 z_Highly Rural/ Rural

0

2 15

No Yes M z_High School Professional 36 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

2 14 No

Yes M z_High School Clerical 43 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

2 13

No

Yes z_F $25,390

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

767844121 0

0 8

No

Yes M

Van

1

1 Highly Urban/ Urban

0

0 9

No

Yes M

Pickup

1 $0 5 Highly Urban/ Urban

0

4 12

Yes $0 z_No z_F z_High School Student 31 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0

4 0 $0 No

Yes z_F

Sports Car

2 $0 1 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F Bachelors Manager 39 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

2 10

No

Yes M PhD 42 Private

Minivan

1 $0 11 Highly Urban/ Urban

0

0 13

No

z_No z_F Bachelors z_Blue Collar 48 Commercial

Pickup

3 $0 1 Highly Urban/ Urban

0

1 12

Yes $0 z_No M Masters 37 Private

Van

1

15 Highly Urban/ Urban

0 6/14/67 3 12

Yes $0 z_No z_F z_High School Student 40 Commercial

z_SUV $3,409 1 $0 1 Highly Urban/ Urban

244035286 0 6/14/67 1 12 Yes $0 z_No M Masters 37 Private

Pickup $0 0

15 Highly Urban/ Urban

0

1 $0 No

Yes z_F Bachelors Home Maker 70 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

3 16

No

Yes M Bachelors Clerical 49 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

1 11 Yes $0 z_No M Masters Professional 22 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 5/24/67 4 11

No $0 Yes z_F $3,468

1 $0 5 Highly Urban/ Urban

853147285 0

0

No $0 z_No M PhD 15 Commercial $18,160 Van

5 $0 17 Highly Urban/ Urban

0

1 8

No

Yes z_F Bachelors Professional 49 Private

z_SUV

1 $0 12 Highly Urban/ Urban

0 5/21/67 0

No

Yes M Bachelors Clerical 66 Commercial $18,260 Van $0 0

10 Highly Urban/ Urban

0

2 12 $40,851 Yes

z_No z_F z_High School Clerical 52 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F

z_SUV

3

1 Highly Urban/ Urban

0

2 7 Yes

z_No M PhD 43 Commercial

Panel Truck

3 $0 14 Highly Urban/ Urban

0

2 10 $52,102 No

Yes z_F z_High School Clerical 23 Private

z_SUV

3 $0 1 Highly Urban/ Urban

0

1 12 No

Yes z_F z_High School Clerical 21 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Bachelors Clerical 12 Private $8,550 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 14

Yes $0 z_No z_F z_High School z_Blue Collar 28 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

1 10 $6,930 No $0 Yes M z_High School Student 42 Commercial

Panel Truck

1

8 Highly Urban/ Urban

0

1 10

No Yes M z_High School Clerical 21 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

1 11

Yes z_No z_F

z_SUV

1

7 Highly Urban/ Urban

321756880 0

3 14

No

Yes z_F z_High School Clerical 46 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

3 8 Yes

z_No z_F Bachelors Clerical 43 Private

Sports Car $0 0

11 Highly Urban/ Urban

0 4/20/67 1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 40 Commercial $14,070 z_SUV

3

8 Highly Urban/ Urban

0

1 9

No

Yes z_F z_High School Clerical 26 Private

z_SUV $0 0

1 Highly Urban/ Urban

0 4/17/67 0 0 $0 No $0 z_No z_F Masters Home Maker 49 Private

Minivan

4

18 Highly Urban/ Urban

0

2 13

No $0 Yes z_F

Minivan $0 0 $0 1 Highly Urban/ Urban

0

3 0 $0 No $0 Yes z_F $2,530

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

3 12

No

Yes M Bachelors z_Blue Collar 29 Private $12,180 Pickup $0 0 $0 11 Highly Urban/ Urban

0

1 8

Yes $0 z_No M Bachelors Professional 21 Commercial

Van

2 $0 9 Highly Urban/ Urban

0

0 11

No

z_No M Masters Professional 50 Private

Minivan

1

20 Highly Urban/ Urban

0

3

No Yes z_F z_High School z_Blue Collar 46 Commercial

z_SUV

2

6 Highly Urban/ Urban

0

2 11

Yes $0 z_No M

Minivan

2 $2,357 1 Highly Urban/ Urban

0 3/18/67 0 14

No

Yes M Bachelors z_Blue Collar 39 Commercial $1,500 Minivan $0 0 $0 z_Highly Rural/ Rural

0 3/18/67 1 9

Yes $0 z_No z_F z_High School z_Blue Collar 7 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 0 $0 No $0 Yes M

Minivan

1 $0 1 Highly Urban/ Urban

0

2 10

Yes

z_No M

Minivan $0 0

5 Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/7/67 0 12

No Yes M Bachelors Manager 47 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0

2 14

No

Yes M z_High School z_Blue Collar 40 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

2 13

No

Yes z_F $8,985

2 $0 1 Highly Urban/ Urban

0

3 17

No

Yes z_F z_High School Clerical 33 Private $16,700 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 3/1/67 1 0 $0 Yes $0 z_No z_F Bachelors Student 14 Private

z_SUV

1

9 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F z_High School Home Maker 51 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/23/67 2 0 $0 No Yes z_F Masters Home Maker 66 Private

Sports Car $0 0 $0 z_Highly Rural/ Rural

0

1 13

No

Yes z_F z_High School z_Blue Collar 36 Commercial

z_SUV

3

9 Highly Urban/ Urban

0

3 9 Yes $0 z_No z_F Masters 42 Private $1,500 Sports Car

4 $0 16 Highly Urban/ Urban

0

4 15

Yes $0 z_No z_F

z_SUV

3

8 Highly Urban/ Urban

0 2/18/67 0 12

No

Yes z_F z_High School Clerical 11 Private $12,770 Minivan $0 0 $0 7 Highly Urban/ Urban

0

4 16

No

Yes z_F z_High School Clerical 33 Private $4,700 Sports Car

1 $0 1 Highly Urban/ Urban

0

1 2

Yes $0 z_No z_F Bachelors z_Blue Collar 15 Commercial $9,750 z_SUV

2

9 Highly Urban/ Urban

0 2/16/67 1 8

Yes $0 z_No z_F z_High School Home Maker 43 Private $14,460 z_SUV

1

1 Highly Urban/ Urban

0

3 13

Yes

z_No M z_High School z_Blue Collar 25 Private

Minivan

2 $0 7 Highly Urban/ Urban

0 2/12/67 1 9 Yes

z_No z_F Bachelors z_Blue Collar 41 Commercial

Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/12/67 3 7

Yes

z_No M

Panel Truck $0 0 $0 6 Highly Urban/ Urban

0

3 8 No

Yes M z_High School z_Blue Collar 5 Commercial $8,450 Pickup $0 0

1 Highly Urban/ Urban

0

1 11

No

Yes M PhD 55 Commercial

Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0

2 9

Yes $0 z_No z_F z_High School Clerical 30 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 1/25/67 2 0 No

Yes z_F

0 1/25/67 4 14

No

Yes z_F Masters 42 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

957845672 0 1/25/67 2 0 No $86,502 Yes z_F

0

4 0 $0 Yes $0 z_No z_F z_High School Student 15 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F Masters 41 Private

z_SUV $0 0 $3,900 25 Highly Urban/ Urban

0

2

No

Yes z_F Bachelors Professional 46 Private

z_SUV

2 $0 12 Highly Urban/ Urban

0 1/17/67 4 $3,165 No

Yes z_F

0 1/17/67 1 13

Yes $0 z_No z_F Bachelors Home Maker 5 Commercial

Pickup $0 0

10 Highly Urban/ Urban

0

1 11

Yes $0 z_No z_F

Minivan

1

1 Highly Urban/ Urban

0

1 12 No

Yes z_F Bachelors Home Maker 43 Private

z_SUV

1 $0 12 Highly Urban/ Urban

1

2 11

No

Yes z_F

z_SUV

1 $0 1 z_Highly Rural/ Rural

0

3 16

Yes $0 z_No z_F z_High School Clerical 52 Private

z_SUV

2

1 Highly Urban/ Urban

0

3 14

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

756376204 0 12/29/66 3 14 No $128,776 Yes z_F

Sports Car

4

Highly Urban/ Urban

0

2 9

Yes

z_No z_F z_High School Clerical 31 Private

Minivan

4

1 Highly Urban/ Urban

484814016 0

2 0 $0 No $0 Yes M

Minivan $4,211 2

6 Highly Urban/ Urban

0

4 14

No Yes M $1,730

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/24/66 2 10

No

Yes M Bachelors Clerical 27 Commercial

Pickup

3

10 Highly Urban/ Urban

0

1 12

No

Yes z_F z_High School Clerical 44 Private

z_SUV

3

10 Highly Urban/ Urban

0

0 7

No $0 z_No z_F Bachelors Manager 32 Private

z_SUV

1 $0 11 Highly Urban/ Urban

861034681 0

3 19 $22,330 No Yes z_F z_High School Clerical 37 Private $4,700 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F z_High School Home Maker 14 Private

Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

1 14

Yes z_No M Bachelors Professional 30 Commercial

Pickup

1

1 Highly Urban/ Urban

0 12/10/66 1 11

No

Yes M z_High School z_Blue Collar 50 Commercial

Van

2

7 Highly Urban/ Urban

0 12/10/66 1 6

Yes

z_No M z_High School z_Blue Collar 45 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 12/10/66 4 15

Yes $0 z_No z_F Bachelors z_Blue Collar 60 Commercial

z_SUV

2

8 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School Professional 20 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

951951164 0

2 12

No

Yes M Masters 55 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

0

2 $0 Yes $0 z_No z_F Bachelors Student 28 Commercial $4,700 z_SUV

3

11 Highly Urban/ Urban

0

2 9

Yes $0 z_No z_F $2,518

3 Highly Urban/ Urban

0

5 0 $0 No $0 Yes M

0

3 10

No

Yes M z_High School Clerical 49 Private $13,200 Minivan $0 0

6 Highly Urban/ Urban

0

4 15

No

Yes z_F

2 $0 6 Highly Urban/ Urban

0

1 4

Yes $0 z_No z_F z_High School Clerical 31 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 11/16/66 1 9

Yes $0 z_No z_F Bachelors Clerical 12 Private $9,490 Sports Car $0 0 $0 15 z_Highly Rural/ Rural

0

3 15

No

Yes M z_High School Manager 32 Commercial

Pickup

2 $0 6 Highly Urban/ Urban

0

1 11

No Yes z_F z_High School Student 49 Private $4,800 z_SUV $0 0

1 Highly Urban/ Urban

0

3 8

No

Yes z_F z_High School z_Blue Collar 11 Commercial

Sports Car

1 $0 1 z_Highly Rural/ Rural

0

2 15

No

,952

Yes M Bachelors Professional 33 Private $4,800 Minivan $0 0 $0 10 Highly Urban/ Urban

0

1 3

Yes $0 z_No z_F $24,512

2 $0 7 z_Highly Rural/ Rural

0

1 11

Yes

z_No M Bachelors Professional 81 Private $13,420 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

2 0 $0 No $0 Yes z_F z_High School Home Maker 32 Private $5,430 z_SUV $0 0 $5,867 9 Highly Urban/ Urban

0

2 10

No

Yes z_F z_High School z_Blue Collar 45 Commercial

Pickup

2

10 Highly Urban/ Urban

872231801 0

1 11

No $0 Yes z_F z_High School Student 26 Commercial

Sports Car $0 0 $0 8 Highly Urban/ Urban

0

3 9 No

Yes M z_High School z_Blue Collar 45 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0

5 0 $0 No $0 Yes z_F Bachelors Home Maker 45 Private $9,930 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

1 11

Yes $0 z_No z_F

Sports Car

2

1 Highly Urban/ Urban

0

2 0 $0 No $0 Yes M Bachelors Student 45 Commercial

Van

1

7 Highly Urban/ Urban

0

3 9

No

Yes z_F z_High School z_Blue Collar 50 Commercial $4,800 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F z_High School z_Blue Collar 22 Commercial

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

631023812 0

2 14

No

Yes z_F

z_SUV

3 $0 1 Highly Urban/ Urban

0

2 14

No

Yes M z_High School z_Blue Collar 47 Commercial

Pickup

3

13 Highly Urban/ Urban

0

4 0 $0 No $0 Yes M

Pickup $0 0

1 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School z_Blue Collar 27 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 9/22/66 1 9

No

Yes M Masters

5 Private

Pickup

1 $7,476 18 Highly Urban/ Urban

0

0 3

No z_No M

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

1 12

Yes $0 z_No z_F Bachelors Professional 24 Private

z_SUV $0 0

10 Highly Urban/ Urban

0 9/20/66 3 11

Yes $0 z_No z_F z_High School Clerical 18 Private

Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0

3

No

Yes M Bachelors Professional 10 Private

Van $0 0 $0 6 Highly Urban/ Urban

0

0 11 No

z_No z_F z_High School Home Maker 47 Private

Minivan

2 $0 1 z_Highly Rural/ Rural

0

5 13

No

Yes z_F z_High School Clerical 43 Private $11,100 z_SUV

2

1 Highly Urban/ Urban

798630672 0 9/10/66 1 11

No

Yes z_F $6,230

z_SUV

3 $0 5 Highly Urban/ Urban

0

2 12

Yes $0 z_No M Masters Lawyer 26 Private

Minivan

3 $0 10 Highly Urban/ Urban

0

1 12

No

Yes M Masters 5 Commercial

Van

2 $0 Highly Urban/ Urban

0

2 12

No

Yes z_F Bachelors z_Blue Collar 31 Commercial

Sports Car $0 0 $0 9 Highly Urban/ Urban

969343262 0 8/30/66 2 12 $70,408 No $190,139 Yes z_F Bachelors z_Blue Collar 31 Commercial $18,850 z_SUV

3

9 Highly Urban/ Urban

0

4 7

Yes

z_No M Masters Lawyer 49 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

4 0 $0 No $0 Yes M

0

2 11

No

Yes z_F z_High School z_Blue Collar 52 Commercial

Sports Car

1

7 Highly Urban/ Urban

0

2

No

Yes M Bachelors z_Blue Collar 14 Commercial

Van

2 $0 8 Highly Urban/ Urban

0

3 7 No

Yes z_F

Minivan

1 $0 1 Highly Urban/ Urban

0 8/23/66 1 12

No

Yes z_F Bachelors Home Maker 31 Commercial

Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 8/23/66 4 14

Yes $0 z_No z_F z_High School Clerical 40 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

1 9

No

Yes M

Minivan $0 0 $0 z_Highly Rural/ Rural

0

1 10

No

Yes z_F Masters Lawyer 10 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

854714763 0 8/20/66 1 10 $70,565 No $241,472 Yes z_F Masters Lawyer 10 Private

z_SUV $0 0 $0 21 Highly Urban/ Urban

0

1 14

No

Yes M z_High School Clerical 38 Commercial

Pickup

2

1 Highly Urban/ Urban

0 8/19/66 1 11

Yes

z_No M Masters 17 Commercial

Panel Truck $0 0 $0 24 Highly Urban/ Urban

499317554 0 8/19/66 1 $86,321 Yes $227,138 z_No M Masters 17 Private $13,430 Minivan $0 0 $0 24 Highly Urban/ Urban
499317554 0 8/19/66 1 $86,321 Yes $227,138 z_No M Masters 17 Commercial

Panel Truck

2

24 Highly Urban/ Urban

0

2

Yes

z_No M $7,088

6 z_Highly Rural/ Rural

0

1 13

No

Yes z_F Masters Lawyer 17 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

0

1 9

Yes $0 z_No M Bachelors Student 30 Private $5,000 Pickup $0 0 $0 10 Highly Urban/ Urban

0

2 13

No Yes z_F z_High School Clerical 21 Private $12,350 z_SUV

2 $0 1 Highly Urban/ Urban

0

1 11

No

Yes z_F $2,500

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

1 7

No

Yes M Bachelors z_Blue Collar 78 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

3 12

No

Yes M Bachelors z_Blue Collar 22 Commercial

Minivan

3 $0 9 Highly Urban/ Urban

0

0 8

No

Yes M z_High School Professional 29 Private

Van $0 0 $0 11 z_Highly Rural/ Rural

0

1 12

No

Yes z_F Bachelors Manager 35 Private $5,820 Pickup $0 0 $0 4 Highly Urban/ Urban

0 7/26/66 2 0 $0 Yes $0 z_No M z_High School Student 10 Commercial

Minivan

2

10 Highly Urban/ Urban

0

4 12

No

Yes z_F z_High School Home Maker 46 Private

z_SUV

3

1 Highly Urban/ Urban

346258674 0 7/25/66 1

No

Yes z_F z_High School Student 25 Commercial

z_SUV $7,100 3 $0 10 Highly Urban/ Urban

0

2 9

Yes $0 z_No M Bachelors Manager 19 Commercial $16,830 Van

1 $0 12 Highly Urban/ Urban

0 7/17/66 0 12

No Yes z_F Bachelors Clerical 23 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

578508252 0 7/17/66 0 12 $40,071 No Yes z_F Bachelors Clerical 23 Private $8,810 Sports Car $0 0 $0 10 Highly Urban/ Urban
907859516 0

2 13 $35,263 No

Yes z_F

0

1 13

No

Yes z_F z_High School Clerical 53 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 7/12/66 3 0 $0 Yes

z_No M z_High School Home Maker 6 Private

Van

2 $0 8 Highly Urban/ Urban

0

1 11

No

Yes z_F z_High School Manager 32 Private

Pickup

1 $0 5 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 31 Private $4,900 Sports Car $1,992 2 $0 10 Highly Urban/ Urban

260262372 0

2 13

No

Yes z_F

Sports Car $0 0 $0 z_Highly Rural/ Rural

0

1 14

Yes

z_No z_F Bachelors Professional 23 Private $10,070 Minivan

1 $0 Highly Urban/ Urban

0

2 14 No

Yes M Bachelors Student 37 Commercial

Panel Truck $3,236 1 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School Student 30 Private

z_SUV $0 0

11 Highly Urban/ Urban

0 6/27/66 1 10

No

Yes M Bachelors z_Blue Collar 54 Commercial

Van $5,495 3

8 Highly Urban/ Urban

0

2 14

No

Yes M z_High School z_Blue Collar 26 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0 6/25/66 4 15

Yes $0 z_No M z_High School z_Blue Collar 21 Commercial

Pickup $0 0

13 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F z_High School Home Maker 40 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

3 16

No $0 Yes z_F

0

3 13

Yes

z_No M Masters Manager 5 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

985708958 0

0 13

No

z_No z_F z_High School z_Blue Collar 33 Commercial

Sports Car

1 $0 1 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No

z_No M Bachelors z_Blue Collar 33 Commercial

Panel Truck

4

15 Highly Urban/ Urban

0 6/15/66 1 0 No $0 Yes z_F z_High School Home Maker 34 Private $4,800 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M z_High School z_Blue Collar 19 Commercial

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

3 13

No

,600

Yes z_F Bachelors Manager 25 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

3 10

No Yes M Bachelors Clerical 5 Private

Pickup

2 $0 9 Highly Urban/ Urban

132609655 0

1 12

No

Yes z_F z_High School z_Blue Collar 22 Commercial $8,900 Sports Car $0 0

1 Highly Urban/ Urban

0 6/10/66 1 15

No

Yes z_F Bachelors Manager 28 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

132609655 0 6/10/66 1 12 $40,990 No $151,286 Yes z_F z_High School z_Blue Collar 22 Commercial $8,900 z_SUV $0 0 $0 1 Highly Urban/ Urban
132609655 0 6/10/66 1 12 $40,990 No $151,286 Yes z_F z_High School z_Blue Collar 33 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0 6/10/66 1 7

No

Yes z_F Bachelors Professional 24 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

3 13

Yes

z_No z_F z_High School Clerical 28 Private

z_SUV

2 $0 1 Highly Urban/ Urban

0 6/8/66 3 11

No

Yes z_F

Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0

1 0 $0 No $0 Yes z_F

Pickup

2 $0 1 Highly Urban/ Urban

0

4 16

No

Yes M

Pickup $0 0 $0 9 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F z_High School Home Maker 41 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

1 12

No

Yes M Bachelors z_Blue Collar 26 Commercial

Van $0 0 $0 7 z_Highly Rural/ Rural

0

1

No

Yes z_F Bachelors z_Blue Collar 44 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

1 10

Yes

z_No z_F z_High School z_Blue Collar 42 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0 5/30/66 0 0 $0 No $0 z_No M

Panel Truck $0 0 $6,409 11 Highly Urban/ Urban

0

4 13

No

Yes M z_High School Clerical 21 Commercial $24,690 Panel Truck $0 0

1 Highly Urban/ Urban

0 5/24/66 1 8

Yes $0 z_No M z_High School Student 56 Commercial

Panel Truck

2

1 Highly Urban/ Urban

0

3 14

No

Yes M

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters Lawyer 36 Private

z_SUV

3 $0 18 Highly Urban/ Urban

0

0 10

No z_No z_F Bachelors z_Blue Collar 33 Commercial

z_SUV $0 0

4 Highly Urban/ Urban

0

3

Yes

z_No z_F Bachelors z_Blue Collar 27 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

146492809 0

2 10

No

Yes z_F z_High School Clerical 23 Private $10,750 z_SUV

2 $0 9 Highly Urban/ Urban

0

3 7

Yes

z_No M

Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

2 14

No

Yes M Bachelors Home Maker 28 Commercial

Panel Truck

3 $4,920 11 Highly Urban/ Urban

0 5/1/66 3 0 $0 Yes $0 z_No z_F z_High School Student 52 Commercial

Sports Car

1

9 Highly Urban/ Urban

0 5/1/66 4 14

Yes $0 z_No z_F z_High School Clerical 33 Private $5,750 Sports Car

1 $0 9 z_Highly Rural/ Rural

0 5/1/66 0 10

No

z_No z_F z_High School Manager 15 Private

Sports Car $0 0 $0 11 Highly Urban/ Urban

0

5 16

No

Yes M z_High School Clerical 65 Commercial

Panel Truck

1

1 Highly Urban/ Urban

0

2 14

Yes $0 z_No M z_High School z_Blue Collar 17 Commercial $4,800 Pickup $0 0

6 Highly Urban/ Urban

413878027 0 4/27/66 2 14 $82,407 Yes $0 z_No M z_High School z_Blue Collar 51 Commercial $4,600 Pickup

2

6 Highly Urban/ Urban

0 4/27/66 1 9

Yes

z_No M z_High School z_Blue Collar 33 Commercial $6,780 Pickup

3

7 Highly Urban/ Urban

0

3 15

No $0 Yes z_F z_High School Student 35 Private

Minivan

2 $0 8 Highly Urban/ Urban

0

4 14

Yes $0 z_No M

Pickup $0 0

Highly Urban/ Urban

0

1 12

No

Yes z_F z_High School Clerical 27 Private $7,920 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

728579530 0 4/23/66 1 12 $23,514 No $105,036 Yes z_F z_High School Clerical 27 Private

Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

1 9

Yes

z_No M z_High School z_Blue Collar 51 Commercial

Panel Truck $0 0

Highly Urban/ Urban

275306071 0 4/20/66 3 8

Yes $0 z_No z_F z_High School Clerical 43 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No z_F z_High School z_Blue Collar 22 Private $6,380 Sports Car

2

10 Highly Urban/ Urban

0

1 8

Yes z_No z_F z_High School Manager 5 Private

z_SUV

4 $0 1 Highly Urban/ Urban

0

1 7

Yes $0 z_No z_F PhD Lawyer 60 Private

Sports Car

2

16 Highly Urban/ Urban

695833713 0

1 8

Yes $0 z_No z_F z_High School z_Blue Collar 39 Commercial $9,250 z_SUV $0 0

1 Highly Urban/ Urban

0 4/12/66 1 12

No

Yes z_F Masters Manager 13 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

1 12

No

Yes z_F Masters 35 Commercial

Van $0 0 $0 4 Highly Urban/ Urban

0

1 6

No

Yes z_F z_High School Manager 40 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

4 14

No

Yes z_F

z_SUV $3,246 2

2 Highly Urban/ Urban

0

2 11

No

Yes z_F Bachelors Professional 30 Private

z_SUV

3 $0 14 Highly Urban/ Urban

603952631 0

3 13

Yes

z_No M z_High School Clerical 24 Private $13,900 Minivan $0 0 $0 8 Highly Urban/ Urban

0

4 18

No

Yes z_F Bachelors z_Blue Collar 28 Commercial $16,150 z_SUV

3 $0 5 Highly Urban/ Urban

0

1 12

No

Yes M Masters Lawyer 32 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F

z_SUV $0 0 $0 Highly Urban/ Urban

860428575 0

1 13

Yes

z_No M z_High School Professional 31 Commercial

Pickup

2

8 z_Highly Rural/ Rural

0

3 12

Yes

z_No z_F Bachelors z_Blue Collar 8 Commercial $14,460 z_SUV

1 $0 9 Highly Urban/ Urban

0

3 12

No

Yes z_F

205873423 0 3/24/66 3 12 $14,369 No $142,305 Yes z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 3/24/66 1 12

Yes $0 z_No z_F

Pickup

1

1 Highly Urban/ Urban

0

1 15 $17,686 No

Yes z_F z_High School Clerical 19 Private

z_SUV

1 $0 5 Highly Urban/ Urban

0 3/23/66 1 10

No

Yes z_F Bachelors Professional 37 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

5 10 No

Yes M z_High School z_Blue Collar 33 Commercial

Van

2 $0 1 Highly Urban/ Urban

0

1 12

No Yes z_F z_High School z_Blue Collar 6 Commercial $4,800 Sports Car $0 0 $0 z_Highly Rural/ Rural

0

2 13

No

Yes M z_High School z_Blue Collar 13 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

1 11

No

Yes M z_High School z_Blue Collar 16 Commercial

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 3/15/66 2 11

Yes

z_No z_F Bachelors Professional 47 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

2 10

No

Yes M Bachelors Professional 66 Commercial $20,120 Van $5,480 4

7 Highly Urban/ Urban

0

4

No

Yes M PhD 5 Commercial

Van $0 0 $0 7 Highly Urban/ Urban

0 3/13/66 4 15 $40,095 No

Yes z_F z_High School Clerical 48 Private $5,510 Sports Car

4 $0 1 z_Highly Rural/ Rural

0 3/13/66 4 14

No

Yes M Bachelors z_Blue Collar 40 Private $13,450 Minivan $0 0 $0 9 Highly Urban/ Urban

0

3 13

Yes $0 z_No M z_High School Manager 5 Private

Minivan

3 $0 1 Highly Urban/ Urban

779492973 0 3/10/66 3 13 $34,200 Yes $0 z_No M z_High School Manager 14 Commercial

Pickup

1 $0 1 Highly Urban/ Urban

0

3 14

No $0 Yes M

Panel Truck

4 $0 1 Highly Urban/ Urban

588766853 0 3/9/66 3 14 $6,607 No $0 Yes M

Minivan $0 0

1 Highly Urban/ Urban

588766853 0 3/9/66 3 14 $6,607 No $0 Yes M

Minivan $0 0

1 Highly Urban/ Urban

0

1 10

Yes

z_No z_F z_High School z_Blue Collar 33 Commercial $4,800 z_SUV

3 $0 1 z_Highly Rural/ Rural

0

1 12

Yes

z_No M z_High School z_Blue Collar 48 Commercial

Pickup

5 $5,077 11 Highly Urban/ Urban

0 2/24/66 0 12

No

Yes z_F Masters Professional 63 Private

Minivan

1 $0 11 Highly Urban/ Urban

0

3 10

No

Yes z_F z_High School Clerical 19 Private

z_SUV

2

1 Highly Urban/ Urban

0 2/23/66 0 0 $0 No $0 z_No z_F z_High School Student 36 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School Clerical 29 Private

Sports Car

1 $0 8 Highly Urban/ Urban

0

4 0 $0 Yes $0 z_No M z_High School Student 14 Commercial $15,090 Minivan $1,631 1

5 Highly Urban/ Urban

679555193 0 2/16/66 4 0 $0 Yes $0 z_No M z_High School Student 14 Commercial $12,470 Minivan

2

5 Highly Urban/ Urban

0

2 12

No

Yes z_F Bachelors Professional 43 Private $10,870 Sports Car

2

12 Highly Urban/ Urban

0

3 12

Yes $0 z_No M PhD Manager 34 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/3/66 4

No

Yes z_F Masters Home Maker 32 Private $18,820 Pickup $0 0 $0 20 z_Highly Rural/ Rural

0 2/2/66 1 12

No

Yes M

0

2 9

No

Yes z_F z_High School z_Blue Collar 25 Commercial

Sports Car

1

1 Highly Urban/ Urban

0 1/31/66 1 11

Yes z_No M z_High School Clerical 15 Commercial

Van $0 0

1 Highly Urban/ Urban

95483524 0 1/31/66 2 9 $31,675 No $159,621 Yes z_F z_High School z_Blue Collar 25 Commercial $4,800 z_SUV $0 0 $224 Highly Urban/ Urban

0

1 8

No

,092

Yes z_F Masters Lawyer 31 Private $12,240 Minivan $0 0 $0 17 Highly Urban/ Urban

0

3 0 $0 No $0 Yes M $8,118

1 $0 1 Highly Urban/ Urban

0

1 10

Yes z_No z_F Bachelors z_Blue Collar 40 Commercial $10,260 z_SUV $0 0 $0 4 Highly Urban/ Urban

0 1/23/66 3 0 $0 No

Yes M z_High School Student 16 Commercial $4,800 Pickup $0 0

1 Highly Urban/ Urban

0

1 0 $0 No Yes z_F z_High School Home Maker 27 Private $11,300 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

1 12

No

Yes z_F z_High School z_Blue Collar 19 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 11

Yes

z_No z_F

635884525 0 1/19/66 2

No

Yes z_F Bachelors Professional 5 Private

z_SUV

1 $0 7 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 39 Private $18,040 Van $0 0 $0 Highly Urban/ Urban

0 1/16/66 4 $0 No $0 Yes M z_High School Student 58 Private

Minivan

1 $0 1 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F z_High School Home Maker 28 Private $18,960 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 1/14/66 3 9

No

Yes z_F z_High School Professional 37 Private

Sports Car

1 $0 1 Highly Urban/ Urban

0

2 11

Yes $0 z_No M Bachelors Student 10 Commercial

Panel Truck

3 $0 1 Highly Urban/ Urban

0 1/12/66 3 0 $0 Yes $0 z_No z_F

Sports Car

5

6 Highly Urban/ Urban

0

1 $0 No $0 Yes z_F

Highly Urban/ Urban

0

3 0 $0 Yes $0 z_No z_F

Minivan $0 0

6 Highly Urban/ Urban

0 1/7/66 1 11

Yes z_No z_F z_High School z_Blue Collar 36 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

814038984 0 1/7/66 0 7

No $0 z_No z_F Masters Lawyer 29 Private

z_SUV $1,552 2

10 Highly Urban/ Urban

0 1/6/66 1

No

Yes z_F PhD Lawyer 29 Private

Sports Car $0 0

19 Highly Urban/ Urban

826845293 0 1/5/66 2 11

No

Yes z_F z_High School Clerical 57 Private

Sports Car $0 0

10 Highly Urban/ Urban

0 1/5/66 0 9

No

,173

z_No M z_High School z_Blue Collar 5 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

4 12

No

Yes M Masters Manager 12 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

3 15

No Yes z_F z_High School Clerical 27 Private

z_SUV

3

8 Highly Urban/ Urban

560240002 0

1 9

No $0 Yes z_F z_High School Student 25 Private

z_SUV

3 $0 9 Highly Urban/ Urban

0 12/23/65 3 12

Yes $0 z_No z_F Bachelors z_Blue Collar 17 Commercial

Pickup

1

13 Highly Urban/ Urban

325267397 0

2 8

Yes $0 z_No M Bachelors z_Blue Collar 28 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 12/20/65 2 13

Yes $0 z_No z_F z_High School z_Blue Collar 32 Private

Sports Car $0 0

11 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 28 Commercial $8,700 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/17/65 3 $3,068 No

Yes z_F z_High School Home Maker 35 Private

z_SUV $0 0

7 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 51 Private $13,950 Minivan $0 0 $0 13 Highly Urban/ Urban

0

1 13

No

Yes z_F Bachelors Professional 27 Private $16,830 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0 12/14/65 1 10

Yes $0 z_No z_F z_High School Clerical 39 Private

z_SUV

1

8 Highly Urban/ Urban

0 12/14/65 0 5

No

Yes z_F $3,608

4

1 Highly Urban/ Urban

559736125 0 12/14/65 1 10 $23,953 Yes $0 z_No z_F z_High School Clerical 39 Private $7,200 Sports Car

2 $3,770 8 Highly Urban/ Urban

923317000 0 12/14/65 0 5 $12,067 No Yes z_F 923317000 0 12/14/65 0 5 $12,067 No Yes z_F

Pickup $0 0 $0 1 Highly Urban/ Urban

0

2 12

Yes

z_No z_F Bachelors z_Blue Collar 30 Commercial

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

5 18

No

Yes M z_High School Student 8 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

3 12

No

Yes M

Minivan $0 0 $0 5 Highly Urban/ Urban

0

1 12

No

Yes M Bachelors Clerical 5 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

3 17

No

Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

2 12

Yes

z_No M z_High School Professional 54 Commercial

Van

3

6 Highly Urban/ Urban

0

1 $0 No

Yes z_F Bachelors Student 24 Private $11,190 Pickup

2

13 Highly Urban/ Urban

0 11/20/65 2 11 No

Yes M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

4 12

Yes $0 z_No z_F Bachelors z_Blue Collar 5 Private $4,800 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 10

No

z_No M z_High School Clerical 22 Commercial

Panel Truck $0 0

6 Highly Urban/ Urban

0 11/17/65 2 3

Yes

z_No z_F

0 11/17/65 0 7

No $0 z_No z_F PhD 48 Commercial

Panel Truck

2 $6,250 15 Highly Urban/ Urban

0

4 12

No

Yes z_F Bachelors Professional 39 Private $9,550 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

1 10 No

Yes M PhD 38 Commercial

Van $0 0 $0 8 Highly Urban/ Urban

0

1 0 $0 No Yes z_F z_High School Student 36 Commercial

z_SUV

2

8 Highly Urban/ Urban

0

2 12

No

Yes z_F Masters Lawyer 61 Private

z_SUV $3,092 1 $0 11 Highly Urban/ Urban

93202709 0 11/7/65 2 8 Yes

z_No M z_High School z_Blue Collar 16 Commercial $8,010 Pickup $0 0 $0 1 z_Highly Rural/ Rural

204460974 0

3 8

No

Yes z_F z_High School z_Blue Collar 50 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0

3 7

No

Yes M Masters Manager 34 Private $11,240 Pickup $0 0 $0 21 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F Bachelors Home Maker 36 Private $4,900 Sports Car $0 0

6 Highly Urban/ Urban

251910175 0 10/30/65 3 0 $0 No $74,744 Yes z_F Bachelors Home Maker 36 Private $4,900 z_SUV

2 $0 6 Highly Urban/ Urban

0

1 9

Yes

z_No z_F Masters Lawyer 49 Private

z_SUV

3

1 Highly Urban/ Urban

0

1 11

No $0 Yes z_F

2 $0 4 Highly Urban/ Urban

0

3 14

Yes $0 z_No z_F Bachelors Clerical 45 Private $36,000 Pickup $0 0 $0 6 Highly Urban/ Urban

0

1 12

No

Yes M Masters Professional 17 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 10/21/65 4 16

No

Yes M Bachelors Clerical 15 Private $4,800 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 8

No

z_No z_F

Sports Car

3

10 Highly Urban/ Urban

0

1 11 Yes $0 z_No z_F Masters Manager 22 Private

Sports Car $0 0 $0 18 Highly Urban/ Urban

0

1 10

No $0 Yes z_F Bachelors Student 44 Private

z_SUV

2 $0 1 Highly Urban/ Urban

0

1 9

No

Yes M

Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School Clerical 63 Private

z_SUV $0 0

7 Highly Urban/ Urban

0

1 11

No

Yes z_F z_High School z_Blue Collar 18 Commercial $17,830 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

3 16

No

Yes z_F z_High School z_Blue Collar 46 Commercial $8,090 z_SUV

2

1 Highly Urban/ Urban

338407124 0 10/7/65 3 16 $61,220 No $237,329 Yes z_F z_High School z_Blue Collar 46 Commercial $4,900 z_SUV $0 0

1 Highly Urban/ Urban

0

1 12

No

Yes M z_High School z_Blue Collar 46 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

2 9

No Yes z_F

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

1 12

No

Yes z_F Bachelors Manager 37 Commercial

Pickup

1

5 Highly Urban/ Urban

0

5 15

No

Yes z_F

0

3 0 $0 Yes $0 z_No M z_High School Student 44 Commercial

Panel Truck

3

1 Highly Urban/ Urban

0

2 9

Yes $0 z_No M

Minivan

2 $5,810 1 Highly Urban/ Urban

956524459 0 9/26/65 2 9 $33,538 Yes $0 z_No M $7,564

3

1 Highly Urban/ Urban

0

0 11

No

Yes M

Minivan $0 0

5 Highly Urban/ Urban

931221104 0

0 0 $0 No $0 z_No z_F z_High School Home Maker 59 Private

Pickup

1 $0 1 z_Highly Rural/ Rural

0

0 11

No $0 Yes M z_High School Student 33 Commercial $10,840 Pickup

3 $0 1 Highly Urban/ Urban

0

3 13

No

Yes z_F Masters Lawyer 27 Private

z_SUV $0 0 $0 20 Highly Urban/ Urban

0

0 8

No

z_No M Bachelors Manager 22 Private $5,980 Pickup

3 $0 7 Highly Urban/ Urban

0

2 13

Yes $0 z_No M

0 9/1/65 0 11

No $0 z_No M Bachelors Clerical 34 Private $15,870 Minivan $0 0

8 z_Highly Rural/ Rural

0 9/1/65 2 0 $0 No $0 Yes z_F z_High School Student 39 Private

z_SUV

1

1 Highly Urban/ Urban

0 9/1/65 2 11

No

Yes z_F

Minivan $0 0 $0 7 z_Highly Rural/ Rural

1

1 12

No

Yes z_F z_High School Clerical 29 Private $5,100 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 8/27/65 0 12

No

Yes M

72110926 0

2 13

No

Yes z_F Bachelors Professional 27 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

1 15

No

Yes M Masters Lawyer 26 Private

Van $0 0 $0 1 Highly Urban/ Urban

0

1 15 No $0 Yes z_F

z_SUV

2 $0 1 Highly Urban/ Urban

0

5

No

Yes z_F

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

103293644 0

1 11

Yes

z_No z_F z_High School Clerical 39 Private

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

591152490 0

2 7

Yes $0 z_No M Bachelors z_Blue Collar 43 Commercial

Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 8/18/65 1 11

Yes $0 z_No M z_High School Student 9 Commercial

Pickup $0 0 $0 8 Highly Urban/ Urban

0

1 6

No

Yes M Masters Manager 24 Commercial

Pickup

3

18 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F z_High School Student 22 Private $11,520 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 8/14/65 4 0 $0 Yes $0 z_No z_F z_High School Student 58 Commercial $11,730 z_SUV

2

1 Highly Urban/ Urban

0

2 11

No

Yes M z_High School Professional 29 Private $10,740 Pickup

2 $0 11 z_Highly Rural/ Rural

0

1 13

No

Yes z_F Bachelors z_Blue Collar 36 Private $17,700 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 8/11/65 1 11

Yes z_No z_F z_High School z_Blue Collar 52 Commercial $9,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F z_High School Home Maker 25 Private

z_SUV

2

1 Highly Urban/ Urban

0 8/8/65 1 10

No

Yes z_F Bachelors Manager 41 Private $1,500 z_SUV

2 $0 13 Highly Urban/ Urban

339412793 0

2 13

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

743964218 0

1 12 $11,047 No

Yes z_F

1

4 14

No

Yes M z_High School z_Blue Collar 61 Commercial

Pickup

1

Highly Urban/ Urban

649002884 0

0 9

No

z_No M Bachelors Clerical 47 Private $11,980 Minivan $0 0 $0 12 Highly Urban/ Urban

0

1 13

No

Yes M z_High School z_Blue Collar 24 Commercial $5,330 Pickup

1

1 Highly Urban/ Urban

0

3 11

No $0 Yes z_F z_High School Student 24 Commercial

Sports Car

3 $0 3 Highly Urban/ Urban

0

1 14 No $0 Yes z_F Bachelors Student 54 Commercial

z_SUV

1 $0 11 Highly Urban/ Urban

0

0 3

No

z_No z_F $25,000

z_SUV

3

Highly Urban/ Urban

434062050 0

1 13

No

Yes z_F Bachelors Clerical 46 Private $4,800 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

434062050 0 7/12/65 1 13 $37,806 No $173,130 Yes z_F Bachelors Clerical 46 Private $3,680 z_SUV $0 0

8 z_Highly Rural/ Rural

0

1 12

No

Yes z_F Bachelors z_Blue Collar 35 Private $10,960 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

3 15

Yes $0 z_No z_F z_High School Clerical 5 Private $4,900 Sports Car

1

6 Highly Urban/ Urban

0

1 13

No

Yes M $27,730

Panel Truck

3 $0 7 Highly Urban/ Urban

1

3 12

No

Yes z_F

Minivan $0 0 $0 Highly Urban/ Urban

0

1 11

No

Yes z_F Bachelors Professional 48 Private

Pickup

3

1 Highly Urban/ Urban

897529156 0 6/15/65 0

No

z_No M Bachelors z_Blue Collar 40 Commercial

Van

3

10 Highly Urban/ Urban

0

4 0 $0 No

Yes z_F

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

4 14

No

Yes z_F

z_SUV

2 $0 8 Highly Urban/ Urban

0

1 14

No

Yes z_F

Minivan

1

7 Highly Urban/ Urban

607254373 0 6/10/65 1 15

No

Yes z_F Bachelors Manager 5 Private $4,900 z_SUV

4 $0 1 Highly Urban/ Urban

0

0 0 $0 No $121,949 z_No z_F Bachelors Home Maker 66 Private

z_SUV

3 $2,974 9 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F PhD Lawyer 36 Private

z_SUV $0 0

Highly Urban/ Urban

0

1 11

No

Yes M z_High School Clerical 9 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

756075815 0

1 14 $5,017 No $0 Yes z_F z_High School Home Maker 76 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 6/3/65 1 0 $0 Yes $0 z_No z_F z_High School Home Maker 22 Private $10,510 z_SUV

3

1 Highly Urban/ Urban

0

1 11

No

Yes z_F

z_SUV $0 0

5 Highly Urban/ Urban

0

3 14

Yes

z_No z_F $3,691

3 $0 1 Highly Urban/ Urban

0

1 11

No

Yes z_F PhD

19 Private

Pickup $0 0 $0 19 Highly Urban/ Urban

0

1 11

Yes

z_No M Masters 22 Commercial

Panel Truck $0 0

11 Highly Urban/ Urban

0

2 15

Yes

z_No M Bachelors Professional 26 Private

Van $0 0 $0 8 z_Highly Rural/ Rural

0

4 14

No

Yes z_F

0

1 0 $0 No $0 Yes z_F

883604551 0 5/20/65 3 14

No

Yes M Bachelors Clerical 58 Private $6,970 Minivan $0 0

5 Highly Urban/ Urban

0

4 8

Yes $0 z_No M Masters Professional 42 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 5/19/65 0 10

No $0 z_No z_F z_High School Student 28 Private

Van $0 0 $0 8 Highly Urban/ Urban

0

1 10

Yes $0 z_No M z_High School Clerical 35 Commercial $12,180 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 36 Private

Van

2 $0 15 Highly Urban/ Urban

0

3 9

No

Yes z_F z_High School Clerical 38 Private

Minivan $0 0

6 Highly Urban/ Urban

0

3 14

No

Yes z_F

0

4

Yes z_No M Bachelors z_Blue Collar 33 Commercial

Van

1

Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 46 Commercial

Sports Car $0 0

7 Highly Urban/ Urban

0 5/5/65 3 11

Yes $0 z_No z_F Bachelors z_Blue Collar 40 Commercial

Minivan

2 $0 8 Highly Urban/ Urban

715325953 0

3

Yes

z_No M z_High School Clerical 40 Commercial $16,420 Van

1 $0 1 Highly Urban/ Urban

0

0

No $0 Yes M z_High School Student 50 Private $7,560 Pickup $0 0 $0 6 Highly Urban/ Urban

0

2 11

No

Yes z_F Masters Professional 46 Private $19,670 Sports Car $0 0 $0 18 z_Highly Rural/ Rural

0

4 15 $3,435 Yes $0 z_No z_F z_High School Home Maker 61 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

1 9

Yes $0 z_No z_F z_High School z_Blue Collar 15 Commercial

z_SUV $0 0

7 Highly Urban/ Urban

0

2 15

Yes

z_No M Bachelors Professional 26 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

4 16

No

Yes M

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

0 9

No $0 z_No M

Van $0 0

1 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F z_High School Student 17 Commercial $4,900 z_SUV $0 0

9 Highly Urban/ Urban

0

3 15

Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $9,130 z_SUV

1

7 Highly Urban/ Urban

0

3 12

No

Yes M z_High School Clerical 26 Private

Minivan $0 0

1 z_Highly Rural/ Rural

0

3 13

No

Yes z_F z_High School Home Maker 45 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

258811160 0 4/13/65 3 13 $20,299 No $66,016 Yes z_F z_High School Home Maker 45 Private $4,900 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

2 0 $0 Yes $0 z_No M

2 $0 5 Highly Urban/ Urban

0

0 5

No

z_No M Bachelors Professional 51 Commercial

Panel Truck $0 0

7 Highly Urban/ Urban

0 4/11/65 4 13

No

Yes M

Panel Truck

3

3 Highly Urban/ Urban

0

1 12

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 9

Yes

z_No M Masters Lawyer 75 Private

Minivan

2

20 Highly Urban/ Urban

0

5 17

No

Yes M z_High School Clerical 24 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

2 12

No

Yes z_F Bachelors z_Blue Collar 56 Commercial

z_SUV $0 0 $0 6 Highly Urban/ Urban

0 3/29/65 2 11

Yes

z_No z_F z_High School Home Maker 46 Private $1,500 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0 3/29/65 3 14

Yes $0 z_No z_F Bachelors z_Blue Collar 14 Commercial

Minivan $0 0 $0 14 Highly Urban/ Urban

0

1 15

No

Yes M Masters Lawyer 41 Private

Minivan

1 $0 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F z_High School Home Maker 11 Private

Sports Car $0 0 $0 9 Highly Urban/ Urban

0 3/27/65 3 16

No

Yes z_F Masters Manager 29 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

4 0 $0 No Yes z_F

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

1 13

Yes $0 z_No z_F

0 3/25/65 1 11

No

Yes z_F Masters Lawyer 46 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

4 14

Yes $0 z_No z_F z_High School Manager 40 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/23/65 3 12

Yes $0 z_No z_F

Minivan $3,846 1 $0 1 Highly Urban/ Urban

0

3

No

Yes M Masters Professional 30 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0 3/20/65 4 12

No

Yes M z_High School Clerical 26 Commercial

Pickup

2 $0 7 Highly Urban/ Urban

0 3/20/65 1 0 $0 No

Yes z_F $22,598

3 $0 1 Highly Urban/ Urban

0 3/20/65 3 8

No Yes z_F z_High School z_Blue Collar 17 Commercial

Pickup $0 0

7 Highly Urban/ Urban

0

4 13

No

Yes z_F $2,990

Sports Car

1 $3,776 Highly Urban/ Urban

0

3 13

No

Yes M Bachelors Student 30 Commercial

Minivan $0 0 $0 13 Highly Urban/ Urban

0

5 15

Yes $0 z_No z_F

0 3/12/65 2 14

No

Yes M

Van $0 0 $0 5 z_Highly Rural/ Rural

0

1 10

Yes

z_No M Bachelors z_Blue Collar 13 Commercial

Minivan $0 0 $0 8 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Clerical 51 Private

z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 3/8/65 3 12

Yes $0 z_No z_F z_High School Student 43 Commercial

z_SUV

2 $0 1 Highly Urban/ Urban

0 3/8/65 1 5

No

Yes M z_High School z_Blue Collar 17 Commercial

Van

3 $0 1 Highly Urban/ Urban

0

2 10

No $0 Yes z_F z_High School Student 13 Commercial $5,200 z_SUV

2

8 Highly Urban/ Urban

0

1 12

Yes

z_No z_F Bachelors z_Blue Collar 38 Commercial

z_SUV $0 0 $0 11 Highly Urban/ Urban

0 3/4/65 1 10

Yes

z_No z_F Masters Professional 8 Private

Sports Car $0 0 $0 14 z_Highly Rural/ Rural

0

4

Yes $0 z_No z_F z_High School Student 23 Commercial $7,850 Sports Car

2 $0 1 Highly Urban/ Urban

0 3/3/65 2 10

Yes

z_No z_F Bachelors Clerical 35 Private

Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 3/3/65 3 14

Yes $0 z_No z_F z_High School Clerical 6 Private

z_SUV $5,300 1

1 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F z_High School Home Maker 25 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

4 17

No

Yes z_F Bachelors z_Blue Collar 54 Commercial $15,890 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/28/65 3 16

No

Yes M Bachelors z_Blue Collar 5 Commercial $13,310 Minivan $0 0 $0 11 Highly Urban/ Urban

0 2/28/65 1 11

No

Yes M Masters 46 Commercial

Panel Truck $3,210 4 $0 11 Highly Urban/ Urban

0

1 12

No

Yes M z_High School z_Blue Collar 35 Commercial

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

3 14

Yes

z_No z_F PhD Lawyer 57 Private $4,900 Sports Car $0 0

16 Highly Urban/ Urban

0 2/24/65 3 12

No

Yes M

0 2/23/65 1 10

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

842349966 0

3 14

No

Yes z_F Bachelors Clerical 24 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

1 12

No

Yes z_F Bachelors Professional 37 Private $11,100 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

3 11

No

Yes M Masters Manager 54 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0

1 12

No

Yes z_F Bachelors Clerical 35 Commercial

Pickup $1,494 2 $0 9 Highly Urban/ Urban

0

1 15

No $0 Yes z_F z_High School Student 16 Commercial $9,370 Sports Car

1 $0 5 Highly Urban/ Urban

0

0 7

No $0 z_No z_F z_High School Clerical 20 Private $6,720 z_SUV

2

1 Highly Urban/ Urban

0

2 0 $0 No $0 Yes z_F z_High School Student 26 Private $4,900 z_SUV $0 0

1 Highly Urban/ Urban

0

1 9

Yes

z_No z_F Bachelors Manager 12 Private $29,980 Pickup

2 $0 1 Highly Urban/ Urban

0 1/26/65 2 9

Yes $0 z_No z_F Bachelors Manager 38 Private

Pickup

1 $0 Highly Urban/ Urban

0 1/21/65 3 14

No

Yes M Bachelors Professional 49 Private $17,200 Van $0 0

1 Highly Urban/ Urban

0

3 14

No

Yes z_F Bachelors z_Blue Collar 30 Commercial

Sports Car

3 $0 11 Highly Urban/ Urban

0 1/12/65 1 10

Yes

z_No z_F Bachelors Manager 32 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/12/65 4 15

No Yes M Bachelors Student 45 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

1 9

Yes $0 z_No z_F z_High School Clerical 32 Private

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

1 14

No

Yes z_F Bachelors z_Blue Collar 65 Commercial

Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/7/65 3 0 $0 Yes $0 z_No z_F z_High School Student 22 Commercial $6,790 z_SUV $6,153 3 $0 7 Highly Urban/ Urban

0 1/6/65 3 17

No

Yes M z_High School z_Blue Collar 65 Commercial $20,060 Minivan

4 $0 10 Highly Urban/ Urban

0 1/4/65 1 12

No

Yes z_F Bachelors Manager 32 Private $15,090 Minivan $0 0 $0 1 Highly Urban/ Urban

0

1 12

No

Yes M

0 12/30/64 1 10

No

Yes z_F z_High School Clerical 42 Private $9,030 Minivan $0 0 $0 5 Highly Urban/ Urban

0

1 10

No

Yes M

Pickup

2 $0 1 Highly Urban/ Urban

0

1 13

No

Yes M z_High School z_Blue Collar 47 Commercial $12,510 Minivan $0 0 $1,842 9 Highly Urban/ Urban

0 12/27/64 3 15

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

1 10

No

Yes z_F PhD Doctor 21 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

1 12

No

Yes z_F z_High School z_Blue Collar 14 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

4 14

Yes $0 z_No z_F Bachelors z_Blue Collar 56 Commercial

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No M z_High School Student 32 Commercial $11,910 Pickup

3

1 Highly Urban/ Urban

0

1 12

No

Yes z_F Bachelors Professional 16 Private $4,900 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F z_High School Student 55 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

4 16

No

Yes z_F z_High School Clerical 35 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

3

Yes $0 z_No z_F Bachelors Professional 56 Private

z_SUV $0 0 $0 z_Highly Rural/ Rural

508339617 0

2 12

Yes

z_No z_F z_High School z_Blue Collar 41 Commercial

z_SUV

1

6 Highly Urban/ Urban

508339617 0 12/6/64 2 12 $55,353 Yes $203,703 z_No z_F z_High School z_Blue Collar 41 Commercial $4,800 Minivan

2

6 Highly Urban/ Urban

0

1 7

Yes

z_No z_F z_High School Clerical 61 Private

Minivan

5 $0 9 Highly Urban/ Urban

246836587 0 12/2/64 2 10

Yes $0 z_No z_F z_High School Clerical 56 Private $4,700 Sports Car

2 $0 1 Highly Urban/ Urban

0

3 5

No

Yes M z_High School z_Blue Collar 38 Commercial $4,900 Pickup $0 0

9 Highly Urban/ Urban

0 11/29/64 2 11

Yes $0 z_No M Bachelors z_Blue Collar 38 Commercial

Minivan

4 $0 9 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Clerical 34 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

4 13

No

Yes z_F z_High School z_Blue Collar 34 Commercial

z_SUV

4

1 Highly Urban/ Urban

0

3 7

No $0 Yes z_F

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F $10,139

1 $0 1 Highly Urban/ Urban

0 11/12/64 0 12

No

Yes M Bachelors z_Blue Collar 11 Commercial $11,770 Pickup

3 $0 9 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School z_Blue Collar 37 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/11/64 2 10

No

Yes M z_High School z_Blue Collar 46 Commercial $5,000 Minivan

2

10 Highly Urban/ Urban

931672228 0 11/11/64 2 10 $71,827 No $193,298 Yes M z_High School z_Blue Collar 46 Commercial

Van

1

10 Highly Urban/ Urban

0

1 12

No

Yes M Masters Professional 28 Private $6,050 Pickup

1

17 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School Clerical 43 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

1 0 $0 Yes

z_No z_F z_High School Home Maker 50 Private $5,000 z_SUV

3 $960 9 Highly Urban/ Urban

0 11/4/64 4 14 No

Yes z_F PhD Doctor 52 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 34 Private $9,240 Pickup

2 $0 1 Highly Urban/ Urban

0

0

No

Yes M PhD 6 Commercial

Van $0 0 $0 13 Highly Urban/ Urban

0

0 11

No Yes z_F Masters Lawyer 41 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 7

No $0 Yes M Bachelors Student 22 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0

3 12

Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $7,100 Minivan $0 0

Highly Urban/ Urban

948206187 0 10/23/64 2 8

No

Yes M z_High School Professional 45 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors z_Blue Collar 57 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0

2 12

Yes $0 z_No M z_High School Clerical 48 Private

Pickup

2

1 Highly Urban/ Urban

0 10/21/64 3 15

Yes $0 z_No z_F z_High School Professional 68 Private $5,000 z_SUV

1

13 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F

0

0 10

No $0 Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0 10/16/64 0 10

No $0 z_No M Bachelors Clerical 10 Commercial

Pickup

1

11 Highly Urban/ Urban

0

2 10 $17,493 Yes

z_No z_F $5,658

3

1 Highly Urban/ Urban

0 10/15/64 0 13

No Yes M z_High School z_Blue Collar 37 Commercial $21,820 Van

3 $5,440 7 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters 32 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

478592104 0

0 10

No

z_No M z_High School z_Blue Collar 18 Commercial

Panel Truck $0 0

11 Highly Urban/ Urban

847136592 0 10/6/64 0 10

No

Yes M $6,950

Pickup $0 0 $6,503 4 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors z_Blue Collar 11 Commercial

z_SUV

2 $0 11 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Bachelors z_Blue Collar 46 Commercial

z_SUV

2

5 Highly Urban/ Urban

0

1 11

Yes

z_No M Masters Professional 60 Commercial

Panel Truck $0 0 $0 10 Highly Urban/ Urban

877214038 0 10/2/64 1 12

No

Yes z_F Bachelors Manager 18 Private

Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0

No

Yes z_F Bachelors Professional 36 Private

z_SUV $0 0

7 Highly Urban/ Urban

356334131 0 9/29/64 0 $149,937 No $404,842 Yes z_F Bachelors Professional 36 Private

Van

2 $0 7 Highly Urban/ Urban

0

0 7

No

Yes M z_High School z_Blue Collar 5 Commercial $16,370 Van

2

1 Highly Urban/ Urban

0

0 8

No

z_No z_F

0

2 17

No

Yes z_F Bachelors z_Blue Collar 60 Commercial

Minivan $0 0

13 Highly Urban/ Urban

0

0 7

No

z_No M z_High School z_Blue Collar 35 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

931221104 0

0 11

No $0 z_No z_F z_High School Home Maker 33 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

2 15

No

Yes z_F

z_SUV

3 $0 1 Highly Urban/ Urban

0

1 15

No

Yes M Bachelors Manager 49 Commercial $16,670 Van

1 $0 1 Highly Urban/ Urban

0

0 5

No

z_No M Masters Professional 29 Private $11,040 Minivan

2 $0 9 Highly Urban/ Urban

0 9/10/64 0 0 $0 No $0 z_No z_F Bachelors Student 8 Commercial

z_SUV

3 $0 8 Highly Urban/ Urban

798630672 0 9/10/64 0 0 $0 No

z_No z_F z_High School Home Maker 21 Private $11,580 z_SUV

3 $0 9 z_Highly Rural/ Rural

0

0 10

No $0 z_No M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 4

No

z_No z_F Masters Lawyer 16 Private

Sports Car

1 $0 18 Highly Urban/ Urban

0 9/7/64 0 11

No $0 z_No z_F z_High School z_Blue Collar 30 Commercial

Sports Car

2 $0 11 Highly Urban/ Urban

0 9/7/64 2 14

No

Yes z_F Bachelors Home Maker 29 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 9/7/64 0 15

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No $0 z_No z_F

Sports Car $0 0 $0 1 Highly Urban/ Urban

792036483 0 8/27/64 1 12

No

Yes z_F z_High School Clerical 52 Private

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

2 15 $45,893 No

Yes z_F

z_SUV $0 0 $0 z_Highly Rural/ Rural

0 8/25/64 2 13

Yes $0 z_No z_F z_High School Professional 30 Private

Minivan $0 0

7 Highly Urban/ Urban

0 8/25/64 2 12

Yes $0 z_No z_F PhD Doctor 43 Private $14,070 Minivan

1 $0 18 Highly Urban/ Urban

0

2 9

No

Yes z_F PhD Manager 30 Private

Pickup $0 0 $0 17 Highly Urban/ Urban

0 8/23/64 0

No

Yes z_F Bachelors Professional 13 Private $9,120 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 8/23/64 3 9

Yes $0 z_No M Masters Professional 69 Commercial

Panel Truck $0 0

16 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F

z_SUV

2

1 Highly Urban/ Urban

0

2 7

Yes

z_No z_F

Pickup

1 $0 5 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School z_Blue Collar 61 Commercial $13,510 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

2 $21,204 Yes $0 z_No M z_High School Clerical 74 Private $9,230 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

2 9

Yes $0 z_No M Bachelors Professional 27 Commercial

Panel Truck $0 0

9 Highly Urban/ Urban

846741025 0

2 10

Yes $0 z_No z_F Bachelors Student 38 Commercial

z_SUV

1 $0 9 Highly Urban/ Urban

2

3 8

No

Yes z_F z_High School Clerical 48 Private $13,420 z_SUV

2 $0 1 Highly Urban/ Urban

0 8/13/64 1 13

Yes $0 z_No z_F z_High School Clerical 10 Private

z_SUV $0 0

1 Highly Urban/ Urban

926900130 0

1 9

Yes $0 z_No M

Panel Truck

2 $0 5 Highly Urban/ Urban

765985821 0 8/12/64 1 10

No

Yes M Masters Lawyer 37 Private $9,810 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Manager 66 Private

Pickup $0 0 $0 19 Highly Urban/ Urban

0

2 10

No

Yes M z_High School z_Blue Collar 54 Private $9,210 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 72 Private

z_SUV $0 0 $0 z_Highly Rural/ Rural

0

3 12

Yes z_No M z_High School Clerical 37 Private $18,780 Van

2 $0 1 z_Highly Rural/ Rural

0

1 12

No $0 Yes z_F z_High School Student 13 Commercial

Sports Car $0 0 $4,021 7 Highly Urban/ Urban

80817097 0

0 11

No

Yes z_F z_High School Home Maker 35 Private

Sports Car

2 $0 1 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F Bachelors Home Maker 21 Private $5,000 Sports Car

1

13 Highly Urban/ Urban

0 7/24/64 0 9

No

z_No z_F z_High School Clerical 14 Private

z_SUV

2

8 Highly Urban/ Urban

0

0 7

No

Yes M z_High School z_Blue Collar 41 Commercial $26,840 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M Bachelors Professional 24 Private

Minivan

4 $0 8 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 28 Private $12,860 Minivan $0 0 $0 6 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School z_Blue Collar 21 Private $7,810 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No z_F z_High School Clerical 45 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

3 14

No

Yes z_F Masters Lawyer 10 Private $7,180 z_SUV

1 $0 13 Highly Urban/ Urban

0

0 6

No $0 z_No M Bachelors z_Blue Collar 18 Commercial

Panel Truck

2

7 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters Professional 33 Commercial

Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 6 No

Yes z_F z_High School Clerical 41 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School z_Blue Collar 51 Commercial

Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

327103894 0

0 13

No Yes z_F

z_SUV

2 $0 6 z_Highly Rural/ Rural

0 6/30/64 2 7

No

Yes z_F z_High School z_Blue Collar 73 Commercial $11,670 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 6/30/64 1 12

Yes

z_No z_F z_High School Clerical 47 Private

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

1 13

Yes $0 z_No M PhD Doctor 31 Private

Van

2

13 Highly Urban/ Urban

0 6/27/64 2 13

No Yes M Bachelors Professional 26 Private

Pickup

2 $0 11 Highly Urban/ Urban

0 6/27/64 0 8

No

z_No z_F Masters Lawyer 14 Private $5,000 z_SUV $0 0

Highly Urban/ Urban

0

2 14

Yes $0 z_No z_F PhD Manager 36 Private

z_SUV $0 0

14 Highly Urban/ Urban

0

2 0 $0 No $0 Yes z_F Bachelors Student 5 Commercial

z_SUV

2

5 Highly Urban/ Urban

0 6/24/64 3 11

No

Yes z_F Bachelors Professional 71 Private

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

3 4

Yes

z_No z_F Masters Lawyer 34 Private $19,700 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

2 0 $0 No $0 Yes z_F $4,810

z_SUV $0 0 $0 6 Highly Urban/ Urban

0 6/22/64 3 11

Yes

z_No z_F Bachelors z_Blue Collar 55 Commercial

Minivan $0 0 $0 10 Highly Urban/ Urban

0

2 15

No Yes M z_High School Clerical 41 Private

Pickup

3

7 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F

Sports Car

1

7 Highly Urban/ Urban

0

0 9

No

z_No z_F PhD Lawyer 45 Private

Minivan

4 $0 10 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors z_Blue Collar 34 Commercial $22,010 Van

2

9 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School Clerical 23 Private $13,410 z_SUV $0 0 $0 8 Highly Urban/ Urban

984847529 0 6/10/64 1 14 $22,500 No

Yes z_F z_High School Clerical 48 Private $12,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes z_F z_High School Professional 14 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 11

No

z_No M z_High School z_Blue Collar 14 Commercial

Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Bachelors z_Blue Collar 73 Commercial $15,370 z_SUV $0 0 $0 1 Highly Urban/ Urban

345824763 0 5/31/64 0 12 $101,956 No $284,104 Yes z_F Bachelors z_Blue Collar 45 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

21748822 0

0 10

No

,156

Yes M z_High School Clerical 5 Commercial

z_SUV

1 $0 1 z_Highly Rural/ Rural

0

3 13

No

Yes z_F

z_SUV $0 0 $0 8 Highly Urban/ Urban

258016112 0 5/29/64 3 13 $64,872 No $187,354 Yes z_F

z_SUV

1 $0 8 Highly Urban/ Urban

0

0 11

No

z_No z_F Masters Manager 38 Private

z_SUV $0 0

4 Highly Urban/ Urban

0

2 11

No

Yes z_F z_High School Clerical 34 Private $5,000 z_SUV

2

1 Highly Urban/ Urban

0

0 9

No $0 z_No M z_High School Manager 37 Commercial $21,180 Van

2

1 Highly Urban/ Urban

947194799 0 5/20/64 0 12

No

Yes z_F Bachelors Manager 40 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

3 8 No

Yes M

Panel Truck $0 0

1 Highly Urban/ Urban

0 5/19/64 0 4

No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial

z_SUV

2 $0 12 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 45 Commercial $9,170 z_SUV

1

7 Highly Urban/ Urban

101731472 0 5/17/64 2 14 $29,250 No $159,239 Yes z_F z_High School z_Blue Collar 45 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/17/64 0 12

No

Yes z_F z_High School z_Blue Collar 35 Commercial $5,000 Sports Car $0 0 $0 7 Highly Urban/ Urban

0 5/17/64 2

Yes $0 z_No M z_High School z_Blue Collar 33 Commercial $4,900 Pickup

1

7 Highly Urban/ Urban

0 5/17/64 0 8

No $0 z_No M z_High School Professional 24 Private $20,140 Minivan

4 $0 1 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Clerical 21 Commercial $6,410 Pickup

3 $0 12 Highly Urban/ Urban

0

3 16

No

Yes z_F z_High School z_Blue Collar 20 Commercial $5,000 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 5/13/64 0 No

Yes M Bachelors Manager 20 Private $17,470 Van $0 0 $0 13 Highly Urban/ Urban

0 5/13/64 0 0 $0 No $0 Yes M Bachelors Student 30 Commercial $5,000 Pickup $0 0

10 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No M z_High School Student 13 Private $15,840 Minivan

2 $0 1 Highly Urban/ Urban

0 5/12/64 2 13

Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $19,150 Pickup

1

8 Highly Urban/ Urban

0

2 12

No

Yes M z_High School Clerical 54 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No

Yes z_F Masters 24 Commercial

Pickup $0 0 $0 10 Highly Urban/ Urban

0 5/2/64 2 12

Yes $0 z_No z_F

z_SUV $778 2 $0 6 Highly Urban/ Urban

0

2 15

No Yes M z_High School Student 34 Commercial $5,000 Pickup

3 $0 9 Highly Urban/ Urban

0

2 9

Yes $0 z_No M z_High School Clerical 47 Private $1,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 4/29/64 0 10

No

Yes z_F z_High School Clerical 43 Private $24,490 Minivan $0 0 $0 7 Highly Urban/ Urban

0

2 12

Yes z_No M Bachelors Student 40 Private $5,300 Pickup

2 $0 10 Highly Urban/ Urban

0

2 6

No

Yes z_F

0 4/27/64 0 10

No $0 Yes M Bachelors Student 62 Commercial $6,760 Pickup $0 0 $0 10 Highly Urban/ Urban

0

2 12

Yes

z_No M z_High School Professional 18 Private

Pickup

2 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School z_Blue Collar 55 Commercial $9,050 z_SUV

3

6 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters Lawyer 23 Private $12,480 Minivan $0 0 $0 15 Highly Urban/ Urban

224701093 2

2 11

No

Yes M z_High School Clerical 18 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 4/16/64 0 11

No

Yes z_F

Van $0 0

1 Highly Urban/ Urban

0

2 12

Yes $0 z_No M z_High School Student 18 Private $1,500 Minivan $0 0

1 Highly Urban/ Urban

0 4/13/64 2 13

No

Yes z_F Bachelors z_Blue Collar 20 Commercial

z_SUV

3 $0 7 Highly Urban/ Urban

0 4/13/64 0 10

No

Yes z_F Masters Lawyer 34 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0

3 14

No

Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

3 12

Yes $0 z_No z_F Bachelors z_Blue Collar 35 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No $0 z_No M z_High School z_Blue Collar 33 Private

Pickup $0 0

1 Highly Urban/ Urban

0

0 5

No

z_No z_F z_High School Home Maker 45 Private $7,860 Sports Car

1 $0 1 Highly Urban/ Urban

0

3 15

No

Yes M z_High School Clerical 36 Private

Pickup $0 0

6 Highly Urban/ Urban

0 4/7/64 0 5

No $0 z_No M z_High School Clerical 36 Private

Minivan $0 0

1 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Bachelors Clerical 26 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 4/5/64 0 10

No $0 z_No M z_High School Professional 35 Private

Pickup

2 $0 8 Highly Urban/ Urban

0 4/5/64 1 8

Yes $0 z_No z_F z_High School Professional 19 Commercial

Pickup $4,575 3

1 Highly Urban/ Urban

603952631 0

3 13

Yes

z_No M Bachelors Clerical 5 Commercial

Pickup

2

12 Highly Urban/ Urban

0

0 5

No

Yes z_F Bachelors Clerical 45 Private

Sports Car

1

15 Highly Urban/ Urban

0

0 5

No $0 z_No M Bachelors z_Blue Collar 52 Commercial

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0 4/1/64 0 10

No $0 z_No z_F Bachelors z_Blue Collar 39 Commercial

Minivan

1

12 Highly Urban/ Urban

0

2 11

Yes

z_No z_F Bachelors Manager 36 Commercial

Pickup $6,049 3 $0 12 Highly Urban/ Urban

1

1 No

Yes z_F Bachelors Professional 11 Private $15,480 z_SUV

1 $0 12 z_Highly Rural/ Rural

0 3/22/64 0 9

No $0 z_No M Masters Professional 36 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

1 6

No

Yes M

Minivan $6,890 3

1 Highly Urban/ Urban

0

1

No

Yes z_F Bachelors z_Blue Collar 9 Commercial $19,020 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

2 13

Yes

z_No z_F z_High School Clerical 53 Private

z_SUV

2 $0 z_Highly Rural/ Rural

0 3/16/64 2 13

No

Yes z_F z_High School z_Blue Collar 50 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors z_Blue Collar 88 Commercial

Minivan $0 0

12 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F Bachelors z_Blue Collar 14 Commercial

z_SUV

2

1 Highly Urban/ Urban

785942299 0 3/12/64 4 14

Yes

z_No z_F

0

1 12

No

Yes M z_High School Manager 5 Commercial

Pickup

3 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No M

Van $0 0 $0 6 Highly Urban/ Urban

0

0 7

No $0 z_No M z_High School Clerical 6 Private $14,320 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/6/64 2 11

Yes $0 z_No z_F z_High School z_Blue Collar 38 Commercial $22,780 Sports Car $0 0

1 Highly Urban/ Urban

0

1 10

No

Yes z_F z_High School Clerical 5 Private

z_SUV

2 $0 10 Highly Urban/ Urban

0 3/5/64 1 12

No

Yes z_F

2 $0 4 Highly Urban/ Urban

0 3/5/64 1 0 $0 No

Yes z_F z_High School Home Maker 44 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

2 14

No

Yes z_F

0

0 9

No $0 z_No z_F Masters Lawyer 32 Private

z_SUV $0 0

17 Highly Urban/ Urban

0

0 10

No

z_No M z_High School z_Blue Collar 35 Commercial $5,000 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 2/28/64 2 16

No

Yes z_F z_High School Clerical 42 Private $23,690 Minivan

3

1 Highly Urban/ Urban

0 2/27/64 1 11

Yes

z_No M Bachelors Manager 28 Private $13,690 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M

Van

1

1 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Professional 45 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0 2/20/64 2

Yes $0 z_No M Bachelors Manager 39 Private

Minivan $0 0

9 Highly Urban/ Urban

0 2/18/64 2 12 Yes $0 z_No z_F

z_SUV $0 0

4 Highly Urban/ Urban

0 2/18/64 0 13

No $0 z_No M z_High School Student 50 Commercial

Pickup $0 0

9 Highly Urban/ Urban

0

2 13

No

Yes M

Pickup $2,569 2

1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 54 Commercial

Van $0 0 $0 6 z_Highly Rural/ Rural

0

2 14

No

Yes M z_High School Clerical 52 Private

Pickup $0 0 $4,618 6 Highly Urban/ Urban

0 2/10/64 2

Yes $0 z_No M z_High School z_Blue Collar 5 Commercial $11,990 Pickup $0 0

1 Highly Urban/ Urban

0 2/8/64 0 8 $33,522 No

Yes M Masters 53 Commercial $7,600 Pickup $0 0 $0 19 Highly Urban/ Urban

0

0 8

No $0 z_No M z_High School Professional 40 Private

Pickup $0 0 $0 12 Highly Urban/ Urban

721800576 0 2/2/64 0 7

No $0 z_No z_F z_High School Clerical 35 Private

z_SUV

1 $0 6 Highly Urban/ Urban

0 2/2/64 2 12

Yes $0 z_No z_F Bachelors Professional 43 Private

Minivan

1

9 Highly Urban/ Urban

0

0 11 $13,760 No $0 z_No z_F z_High School Student 27 Commercial

z_SUV

2 $0 1 Highly Urban/ Urban

0 2/1/64 3 14

Yes

z_No M

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0 2/1/64 0 12

No $0 z_No M z_High School z_Blue Collar 29 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No $0 z_No M z_High School Clerical 42 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0 1/30/64 0 9

No

z_No z_F

z_SUV

1

6 Highly Urban/ Urban

0

2 8

Yes $0 z_No z_F Bachelors Professional 23 Private $1,500 z_SUV

2

6 Highly Urban/ Urban

0 1/27/64 3 12 $16,920 No $0 Yes z_F z_High School Student 33 Private

z_SUV

3 $0 6 Highly Urban/ Urban

0

1 9

Yes $0 z_No M z_High School z_Blue Collar 34 Commercial $12,720 Minivan $0 0

4 Highly Urban/ Urban

0 1/22/64 2 12

Yes $0 z_No z_F

z_SUV

3

1 Highly Urban/ Urban

0 1/21/64 3 13

No Yes z_F z_High School Student 36 Commercial

z_SUV

1 $0 6 Highly Urban/ Urban

0 1/21/64 2 14 $4,290 No $0 Yes M

0

0 10

No $0 z_No M Masters 32 Commercial $12,030 Pickup

3

13 Highly Urban/ Urban

0 1/17/64 0 10

No

z_No M

0

1 12

No

Yes z_F Masters Manager 32 Private $11,290 Sports Car $0 0

14 Highly Urban/ Urban

477927525 0 1/16/64 2 7

No

Yes z_F z_High School Clerical 19 Private

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

2 14

No

Yes z_F Bachelors Manager 35 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/15/64 0 11

No Yes M Bachelors Professional 30 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

204838758 0

3 15

No

Yes M

0 1/12/64 0 8

No

Yes z_F

0 1/12/64 0 10

No $0 z_No z_F Masters Lawyer 50 Private $5,000 Sports Car

1

13 Highly Urban/ Urban

0 1/12/64 2 7

No

Yes z_F z_High School z_Blue Collar 46 Commercial $14,980 z_SUV

1 $4,174 4 Highly Urban/ Urban

0

0 13

No $0 Yes z_F Bachelors Student 31 Commercial

z_SUV

1 $0 8 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Manager 7 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/6/64 1 0 $0 No $0 Yes z_F z_High School Student 53 Private $11,630 z_SUV

2

1 Highly Urban/ Urban

0

1 12

Yes $0 z_No M Masters 17 Commercial

Panel Truck $0 0 $0 18 Highly Urban/ Urban

0

0 10

No

Yes M PhD Doctor 36 Private

Minivan

2 $0 12 Highly Urban/ Urban

0

0 8 $20,950 No

z_No z_F z_High School Clerical 38 Private $7,960 Sports Car

1

1 Highly Urban/ Urban

0

2 10

No

Yes z_F Masters 57 Commercial

Pickup

3 $0 16 Highly Urban/ Urban

0

0 14 No

Yes M Bachelors Manager 10 Commercial $21,950 Van $0 0 $0 10 Highly Urban/ Urban

0

0 9

No $0 z_No z_F

z_SUV $0 0 $0 4 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F z_High School Clerical 33 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

573751437 0

0 7

No $0 z_No z_F Bachelors Manager 27 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 12/15/63 0 10

No

Yes z_F

z_SUV $0 0

1 Highly Urban/ Urban

573751437 0 12/15/63 0 7 $64,890 No $0 z_No z_F Bachelors Manager 36 Private $7,990 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

2 10

Yes

z_No z_F Bachelors z_Blue Collar 40 Commercial

z_SUV

2 $6,755 15 Highly Urban/ Urban

0

0 12 No

z_No M PhD Manager 61 Private

Minivan

3

Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 57 Private $23,610 z_SUV

3 $4,363 16 Highly Urban/ Urban

0

0 8

No Yes z_F Bachelors z_Blue Collar 32 Private $11,740 Minivan $36,720 3 $0 11 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 5 Commercial $1,500 Minivan $7,160 3 $0 1 Highly Urban/ Urban

2

4 6

Yes

z_No z_F Bachelors z_Blue Collar 27 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

2 14

No

Yes M Bachelors Professional 13 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0 12/4/63 0 12

No

z_No M Bachelors Professional 55 Private $1,500 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0

0 9

No

Yes z_F z_High School z_Blue Collar 47 Commercial

Minivan $0 0

5 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 30 Private $5,800 z_SUV $5,642 2 $0 18 Highly Urban/ Urban

0

2 14

Yes

z_No z_F PhD Lawyer 54 Private

Minivan

2

16 Highly Urban/ Urban

0

0 11 No $0 z_No M Masters Manager 50 Commercial

Van

2 $0 17 Highly Urban/ Urban

0

1 12

No

Yes M Bachelors Manager 7 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

2 15

No

Yes z_F Masters Lawyer 22 Private

Sports Car $0 0 $0 15 Highly Urban/ Urban

0 11/27/63 0 9

No

z_No M Masters 16 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

580771137 0 11/27/63 2 $43,196 No $166,154 Yes z_F Masters Lawyer 22 Private $5,000 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 11/27/63 0 7

No $0 z_No M z_High School z_Blue Collar 24 Commercial $7,070 Pickup

2

7 Highly Urban/ Urban

0

3 0 Yes $0 z_No M

2 $0 Highly Urban/ Urban

944927413 0 11/26/63 3 0 Yes $0 z_No M

1

2 5

Yes

z_No M Masters Lawyer 32 Private $18,390 Minivan $0 0 $0 21 Highly Urban/ Urban

0 11/18/63 3 15 $31,407 Yes

z_No z_F $4,760

Highly Urban/ Urban

0

0 11

No

Yes M Bachelors z_Blue Collar 31 Commercial $14,080 Minivan

1 $0 13 Highly Urban/ Urban

0

0 10

No

z_No M Masters 43 Commercial $34,700 Panel Truck

2 $0 13 Highly Urban/ Urban

0

0 11

No

Yes z_F

0

0 11

No Yes M Masters Lawyer 39 Private $6,100 Minivan $0 0 $0 11 Highly Urban/ Urban

1 11/9/63 2 12

Yes $0 z_No z_F Masters Manager 46 Private $14,690 z_SUV

2

19 Highly Urban/ Urban

0

0 9

No $0 z_No z_F PhD Doctor 51 Private

z_SUV

1 $0 Highly Urban/ Urban

0

3 15

Yes

z_No z_F Bachelors Professional 34 Private $5,100 z_SUV $0 0 $1,368 8 Highly Urban/ Urban

0

1 10

Yes

z_No z_F Bachelors Clerical 45 Private

z_SUV $0 0

12 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F

0

0 9

No $0 z_No M Bachelors z_Blue Collar 50 Commercial

Panel Truck $0 0

7 Highly Urban/ Urban

0 10/30/63 0 12

No Yes M PhD 49 Commercial $18,480 Van

1 $0 18 Highly Urban/ Urban

745707863 0 10/30/63 0 12 $48,509 No Yes M PhD 49 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

1

2 14

No

Yes M z_High School Clerical 23 Commercial $8,390 Pickup

3

1 Highly Urban/ Urban

779798830 1 10/28/63 2 14 $20,926 No $122,046 Yes M z_High School Clerical 23 Private

Pickup

1 $0 1 Highly Urban/ Urban

762552558 0 10/28/63 0 13 No

Yes M z_High School Clerical 13 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Masters Lawyer 15 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

0 10/27/63 2 12

Yes $0 z_No M Bachelors Manager 37 Private $17,070 Minivan

2 $0 1 Highly Urban/ Urban

956452578 0 10/27/63 2 12 $115,701 Yes $0 z_No M Bachelors Manager 37 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

1 No

Yes z_F

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

2 8

Yes

z_No M z_High School Manager 5 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

1

2 6

Yes

z_No z_F

0

0 7

No

Yes z_F Bachelors Professional 55 Private $14,960 Minivan

3 $0 4 Highly Urban/ Urban

0

3 11

Yes

z_No M Masters 37 Commercial

Panel Truck

1

20 Highly Urban/ Urban

378763891 0 10/17/63 3 11 $49,703 Yes $253,132 z_No M Masters 37 Private

Pickup $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors z_Blue Collar 9 Commercial

Minivan

4 $0 15 Highly Urban/ Urban

0

0 9

No

Yes M

Minivan

2 $0 6 Highly Urban/ Urban

0 10/13/63 0 9

No

Yes M PhD Doctor 51 Private

Minivan

3 $0 14 Highly Urban/ Urban

1 10/13/63 2 0 $0 No $0 Yes M z_High School Student 21 Commercial $12,360 Minivan

2 $0 1 z_Highly Rural/ Rural

0

0 5

No $0 z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0

0 0 $0 No

z_No M z_High School Student 86 Commercial $13,420 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 11 No

Yes z_F Masters Lawyer 16 Private $15,250 Minivan $0 0 $0 16 Highly Urban/ Urban

2

3 0 $0 Yes $0 z_No M

2

8 Highly Urban/ Urban

1

3 0 $0 Yes $0 z_No M Bachelors Student 8 Private $1,500 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 13

No

,149

Yes z_F Bachelors Clerical 25 Private

Minivan $0 0 $0 14 z_Highly Rural/ Rural

1

1 13

No

Yes z_F z_High School z_Blue Collar 40 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F

Minivan

3 $0 4 z_Highly Rural/ Rural

2

2 14

No

Yes z_F

0

2 13

Yes

z_No z_F Bachelors Professional 10 Private

Sports Car $0 0 $0 4 z_Highly Rural/ Rural

0

0 9

No

z_No z_F Bachelors z_Blue Collar 31 Private

z_SUV

3

3 Highly Urban/ Urban

2 9/19/63 2 9

Yes

z_No M Masters Lawyer 16 Private

Van

2 $0 Highly Urban/ Urban

1

2 12

No Yes M z_High School z_Blue Collar 24 Commercial $1,500 Minivan

2

5 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 39 Commercial $5,100 z_SUV

2

7 Highly Urban/ Urban

931221104 0 9/17/63 0 11 No $0 z_No z_F z_High School Home Maker 35 Private $13,980 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 12

Yes

z_No z_F z_High School Home Maker 61 Private

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

1 9 $72,167 Yes $0 z_No M Bachelors Professional 24 Commercial

Van

2

14 Highly Urban/ Urban

167104722 0 9/14/63 1 9 $72,167 Yes $0 z_No M Bachelors Professional 24 Commercial $8,720 Pickup

3

14 Highly Urban/ Urban

1 9/14/63 4 13

No

Yes M $3,719

1

8 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F PhD Home Maker 62 Private

Sports Car $0 0 $4,402 21 Highly Urban/ Urban

0 9/13/63 0 8

No

z_No M Masters Lawyer 60 Private

Minivan

3 $0 9 Highly Urban/ Urban

0 9/13/63 0 12

No

Yes M Bachelors Professional 31 Private

Minivan

3 $0 11 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School Manager 48 Private $13,230 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No M

1 Highly Urban/ Urban

0

0 9

No

z_No M z_High School z_Blue Collar 10 Commercial

Minivan

1 $0 1 Highly Urban/ Urban

0

2 14 $70 Yes z_No M z_High School Student 35 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0

0

No

Yes z_F $49,011

2 $0 1 Highly Urban/ Urban

1

3 14

No

Yes z_F

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

2 12

No Yes z_F Bachelors Clerical 36 Private $6,580 Sports Car

2

8 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F Masters Home Maker 32 Private $5,100 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 8/29/63 0 7 No

Yes z_F Masters Professional 5 Private

z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 8/29/63 0 11

No $0 z_No M Bachelors Student 15 Commercial $7,180 Pickup $0 0

10 z_Highly Rural/ Rural

537840281 0

0 7

No $0 z_No z_F z_High School Clerical 35 Private $5,100 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

792036483 0 8/28/63 1 12

No

Yes z_F $7,194

2 $0 3 z_Highly Rural/ Rural

0 8/28/63 1 10

Yes z_No z_F Bachelors Professional 55 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

792036483 1 8/28/63 1 12 $19,217 No $120,635 Yes z_F

Minivan $0 0 $0 3 z_Highly Rural/ Rural

0

2 13

No

Yes z_F

0 8/26/63 1 $28,162 Yes

z_No z_F PhD Manager 8 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 19 Commercial $16,430 z_SUV $0 0

10 Highly Urban/ Urban

1

2 14

No

Yes M Masters 60 Commercial

Panel Truck

1 $0 19 Highly Urban/ Urban

0

0 10

No

z_No z_F Masters 37 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

Yes M Masters 30 Commercial

Panel Truck

3 $0 20 Highly Urban/ Urban

1 8/21/63 1 13

No

Yes z_F z_High School z_Blue Collar 18 Private $11,460 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F z_High School Clerical 38 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

713692930 0

2 13

Yes z_No M z_High School Clerical 17 Private

Pickup

2 $0 1 Highly Urban/ Urban

2

3 13

No

Yes z_F

Pickup

3

8 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F z_High School Student 5 Commercial $9,540 z_SUV $9,925 2 $0 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Professional 46 Private $14,420 z_SUV

1

Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 23 Private

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

685516044 0

2 10

No

Yes M $7,098

3

7 z_Highly Rural/ Rural

0

0 11

No $0 Yes z_F z_High School Student 58 Private $15,840 Sports Car

2 $0 1 z_Highly Rural/ Rural

0

2 0 $0 Yes z_No M Bachelors Student 65 Commercial $16,450 Van

2 $0 10 z_Highly Rural/ Rural

1

1 12

Yes $0 z_No z_F Masters Manager 26 Private

z_SUV

3 $0 14 Highly Urban/ Urban

0 8/4/63 0 12

No

z_No M PhD Lawyer 35 Private $17,960 Van $0 0 $0 20 Highly Urban/ Urban

2

2 12

Yes

,195

z_No z_F Bachelors z_Blue Collar 5 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

294816298 2 8/3/63 2 12 $130,540 Yes $344,195 z_No z_F Bachelors z_Blue Collar 5 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

0 11 No

Yes M Bachelors z_Blue Collar 18 Commercial $1,500 Minivan

2

9 Highly Urban/ Urban

1

1 11

No

Yes z_F Bachelors z_Blue Collar 15 Commercial

Minivan $0 0

12 Highly Urban/ Urban

1

2 0 $0 No $0 Yes M

Minivan $3,373 2

1 Highly Urban/ Urban

0 7/27/63 0 11 $158 No $0 Yes M z_High School Student 33 Commercial $10,510 Pickup

2 $3,535 12 Highly Urban/ Urban

195844612 0 7/27/63 0 11 $158 No $0 Yes M z_High School Student 33 Commercial

Pickup $0 0

Highly Urban/ Urban

195844612 0 7/27/63 0 $158 No $0 Yes M z_High School Student 33 Private $18,270 Minivan

3

Highly Urban/ Urban

1

2 11

No

Yes z_F z_High School z_Blue Collar 17 Commercial $10,220 z_SUV

2

6 Highly Urban/ Urban

1 7/26/63 2 10

Yes z_No z_F Bachelors Professional 48 Private $9,650 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

1 8

Yes

z_No M Bachelors z_Blue Collar 41 Commercial $22,200 Van $0 0

8 Highly Urban/ Urban

1 7/24/63 3 0 $0 No

Yes z_F

1 Highly Urban/ Urban

1

2 8

Yes $0 z_No z_F Bachelors Professional 20 Private $19,050 Minivan $0 0

13 Highly Urban/ Urban

853266389 1 7/23/63 2 8 $88,236 Yes $0 z_No z_F Bachelors Professional 20 Private $13,920 z_SUV

1

13 Highly Urban/ Urban

0

0 13

No

Yes M $38,892

3 $0 5 Highly Urban/ Urban

0

3 16

No

Yes z_F z_High School z_Blue Collar 32 Commercial

z_SUV $0 0 $4,148 12 Highly Urban/ Urban

0 7/19/63 0 13

No

Yes M

Panel Truck

2

1 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Clerical 13 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

506795126 0 7/16/63 0 11 $37,869 No $160,542 Yes z_F Bachelors Clerical 13 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 7/16/63 0 10

No

Yes z_F PhD Manager 35 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

1

2 9

Yes

z_No M

0

0 10

No Yes z_F Bachelors z_Blue Collar 49 Commercial $19,800 z_SUV $0 0 $0 Highly Urban/ Urban

3

3 14

No

Yes M

Minivan

1

7 Highly Urban/ Urban

0 7/7/63 3 19

No

Yes z_F z_High School z_Blue Collar 25 Commercial

z_SUV

1

1 Highly Urban/ Urban

228722434 0 7/7/63 3 19 $34,658 No $191,264 Yes z_F z_High School z_Blue Collar 25 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

0 11

No $0 z_No M

Van $0 0

1 Highly Urban/ Urban

0 7/5/63 0 12

No $0 z_No z_F Bachelors Manager 29 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

1

1 12

Yes $0 z_No M

1

2 16

No

Yes z_F

Sports Car

2 $316 1 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 25 Private $1,500 z_SUV $0 0 $4,940 6 Highly Urban/ Urban

0

3 12

No $137,836 Yes M Masters Lawyer 15 Private $10,700 Minivan

2 $0 16 Highly Urban/ Urban

2 6/29/63 3 8

Yes $0 z_No M Bachelors Manager 22 Private $15,770 Minivan $8,174 3

15 Highly Urban/ Urban

0

0 11 No $0 z_No M z_High School z_Blue Collar 48 Commercial

Van $0 0 $0 6 Highly Urban/ Urban

0

3 7

Yes $0 z_No z_F

z_SUV

2 $0 7 Highly Urban/ Urban

0

0 14

No

Yes z_F $19,385

1 $0 7 Highly Urban/ Urban

1 6/23/63 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 39 Private $8,270 z_SUV

2

8 Highly Urban/ Urban

0

2 12

No

Yes z_F z_High School Clerical 54 Private $5,100 z_SUV $0 0

1 Highly Urban/ Urban

747049542 0 6/22/63 2 10

No

Yes z_F z_High School Clerical 30 Private $7,840 z_SUV

3 $0 7 z_Highly Rural/ Rural

0 6/22/63 0 10

No $0 z_No M

0

2 11

Yes $0 z_No M Bachelors Student 51 Commercial

Pickup $0 0

Highly Urban/ Urban

0

1 12 $25,081 No

Yes M $7,610

Pickup

1 $0 z_Highly Rural/ Rural

1

3 10

No $0 Yes z_F Bachelors Student 29 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 9

No $0 z_No z_F z_High School z_Blue Collar 21 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

122184095 0 6/10/63 0 9 $79,801 No $0 z_No z_F z_High School z_Blue Collar 21 Commercial

Pickup $0 0

Highly Urban/ Urban

1

2 15

Yes z_No z_F Masters Manager 34 Private $13,820 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 6/8/63 1 12

Yes

z_No M z_High School Clerical 28 Private

Van

1 $0 10 Highly Urban/ Urban

0

0 12

No Yes M PhD 20 Commercial $5,100 Pickup

3 $2,705 20 Highly Urban/ Urban

0

0 11

No

Yes M

Pickup

2

1 Highly Urban/ Urban

1 6/3/63 2 12

No

Yes z_F

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 8

No $0 z_No M Masters 44 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

1

2 13 No

Yes M

Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/31/63 2 13

Yes $0 z_No z_F z_High School Professional 34 Private $17,420 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

3 8

No

Yes z_F z_High School Clerical 7 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors z_Blue Collar 36 Commercial $12,070 Pickup

1

8 Highly Urban/ Urban

667355996 0 5/28/63 0 11

No z_No z_F Masters Manager 43 Private

z_SUV

3

12 Highly Urban/ Urban

1

2 12

Yes

z_No M Bachelors z_Blue Collar 29 Commercial

Panel Truck

4 $60,847 9 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors Professional 27 Commercial

Van $0 0 $0 7 Highly Urban/ Urban

12136446 1 5/25/63 3 11

No

Yes M z_High School Clerical 71 Private $25,280 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 10

No z_No M z_High School z_Blue Collar 45 Commercial $15,120 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

1 13 No

Yes M z_High School Clerical 69 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Lawyer 39 Private

Minivan

1 $0 13 Highly Urban/ Urban

617024306 2 5/20/63 3 0 $0 No $0 Yes M z_High School Student 13 Commercial $5,100 Pickup $0 0

1 Highly Urban/ Urban

0

2 14

No

Yes M Masters Lawyer 29 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

97903138 0 5/19/63 2 14 $80,765 No $191,252 Yes M Masters Lawyer 29 Private $17,630 Van

4 $0 9 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F

2 $8,220 1 z_Highly Rural/ Rural

1

2 12

No

Yes M z_High School Clerical 59 Private

Pickup $0 0

1 z_Highly Rural/ Rural

1

1 11 No

,754

Yes M z_High School z_Blue Collar 35 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

2 12

Yes $0 z_No M

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 5/9/63 0 14

No

Yes z_F z_High School Professional 19 Commercial $2,670 z_SUV $0 0 $2,199 9 Highly Urban/ Urban

0

0 7

No

z_No M

1

2 10

No

Yes M z_High School Clerical 48 Private $8,370 Minivan $0 0 $0 1 Highly Urban/ Urban

782144396 1 5/4/63 2 10 $32,666 No Yes M z_High School Clerical 48 Private

Minivan $0 0 $0 Highly Urban/ Urban

906017228 1

2 12

Yes

z_No z_F Bachelors Professional 26 Private

z_SUV

3

1 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Manager 5 Private $5,100 Pickup

3 $0 9 Highly Urban/ Urban

0 5/2/63 3 14

No

Yes M Bachelors Professional 33 Private $5,100 Pickup

1 $5,396 13 Highly Urban/ Urban

0

3 12

Yes z_No M Bachelors z_Blue Collar 34 Commercial

Pickup $0 0

8 Highly Urban/ Urban

0 5/1/63 1 8

No $0 Yes M z_High School Student 22 Commercial $5,000 Pickup

1

7 Highly Urban/ Urban

0

0 11

No $0 z_No z_F

0

0 8

No

z_No z_F PhD Doctor 18 Private $13,310 z_SUV

2 $0 14 Highly Urban/ Urban

0

0 8

No

Yes z_F PhD Doctor 31 Private

z_SUV

1 $0 10 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School Clerical 30 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 9

No $0 z_No M Bachelors z_Blue Collar 33 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

361438642 0 4/22/63 0 9 $111,961 No $0 z_No M Bachelors z_Blue Collar 33 Commercial $16,300 Van

2 $0 12 Highly Urban/ Urban

0 4/22/63 3 0 $0 No $0 Yes z_F Bachelors Student 58 Commercial $5,100 z_SUV $0 0 $4,363 10 Highly Urban/ Urban

811028349 1 4/22/63 2 14 Yes $0 z_No M Masters 33 Commercial

Van

2

8 Highly Urban/ Urban

376021969 0

0 13

No

z_No z_F Masters Professional 67 Private $9,950 Sports Car

2 $0 16 Highly Urban/ Urban

0

3 15

No

Yes M

Minivan

2 $0 1 Highly Urban/ Urban

2 4/20/63 3 13

No

Yes z_F z_High School Home Maker 41 Private $20,150 Minivan $0 0 $0 6 z_Highly Rural/ Rural

97502024 0 4/20/63 3 15 $7,585 No $75,925 Yes M

1 $0 Highly Urban/ Urban

0 4/20/63 0 12 No $0 z_No z_F Bachelors Professional 44 Private

Minivan

2

10 Highly Urban/ Urban

826891719 0

0 10

No

z_No z_F z_High School Clerical 34 Private

z_SUV

1

1 Highly Urban/ Urban

0

2 12

No

Yes z_F Bachelors Clerical 32 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 4/16/63 2 13

No

Yes z_F Bachelors z_Blue Collar 5 Commercial

Van

2 $0 9 Highly Urban/ Urban

0

2 16

No

Yes z_F Bachelors Manager 24 Private $5,100 Sports Car

3 $0 Highly Urban/ Urban

0

0 12

No

Yes M z_High School z_Blue Collar 33 Commercial

Pickup

2 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Clerical 51 Private $13,120 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/10/63 1 12

No

Yes z_F Masters Manager 62 Private $14,960 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

z_No M Masters Lawyer 26 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 4/6/63 0 0 $0 No $0 z_No z_F

2

1 Highly Urban/ Urban

0

0 6

No $0 Yes z_F z_High School Student 57 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F

1

1 Highly Urban/ Urban

1

2 14

No

Yes M Bachelors z_Blue Collar 22 Commercial

Pickup $0 0 $0 14 Highly Urban/ Urban

0 4/2/63 3 13

Yes z_No M Bachelors Clerical 38 Commercial

Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

2 14

No

Yes z_F Masters Professional 28 Private

Pickup

4 $0 Highly Urban/ Urban

0 3/31/63 0 9

No $0 z_No z_F z_High School z_Blue Collar 66 Commercial

Sports Car

1 $0 9 z_Highly Rural/ Rural

591312483 0

2

No

Yes M Bachelors Professional 19 Commercial $12,490 Minivan $0 0

1 Highly Urban/ Urban

3

4 0 No $0 Yes z_F z_High School Student 54 Private $1,500 z_SUV $0 0

10 Highly Urban/ Urban

0 3/29/63 0 10

No $0 z_No M z_High School Clerical 41 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/29/63 1 13

No

Yes z_F z_High School z_Blue Collar 48 Private $10,080 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 3/29/63 3

No

Yes z_F z_High School Clerical 29 Private $29,960 Pickup

1 $0 1 Highly Urban/ Urban

0

1 13

No

Yes z_F z_High School z_Blue Collar 22 Commercial $16,260 z_SUV

4

4 Highly Urban/ Urban

0 3/27/63 3 0 $0 No $0 Yes M Bachelors Student 30 Private $5,100 Pickup $0 0 $0 7 Highly Urban/ Urban

257833353 1

1 5

No

Yes z_F Bachelors Professional 11 Private $21,980 Minivan

2 $0 10 Highly Urban/ Urban

0 3/23/63 0 0 $0 No z_No z_F z_High School Student 28 Commercial $6,570 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

257833353 0 3/23/63 1 5 $103,076 No $269,435 Yes z_F Bachelors Professional 32 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 7

No

Yes z_F z_High School Home Maker 47 Private $9,040 Sports Car

1 $0 5 Highly Urban/ Urban

1 3/22/63 1 6

No

Yes z_F Bachelors Professional 30 Private $1,500 Sports Car

2

1 Highly Urban/ Urban

0 3/22/63 3 15

No

Yes z_F z_High School Home Maker 24 Private $6,330 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 3/22/63 3 12

Yes

z_No M z_High School z_Blue Collar 47 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Manager 46 Commercial

Panel Truck

2 $0 8 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F

3

1 Highly Urban/ Urban

0 3/19/63 0 10

No

Yes M Bachelors Manager 19 Commercial $5,100 Pickup $2,665 3 $0 9 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F

2

2 0 $0 No

Yes z_F z_High School Home Maker 28 Private $5,100 Minivan

3

9 Highly Urban/ Urban

1 3/15/63 2 14

Yes $0 z_No M Bachelors Manager 44 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

1 3/15/63 1 9

No $0 Yes z_F z_High School Student 38 Commercial $5,100 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

0 0 $0 No $0 Yes M z_High School Student 52 Commercial $13,350 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 3/13/63 2 13

No

Yes z_F PhD Manager 44 Private $19,790 Minivan $0 0 $0 18 Highly Urban/ Urban

1

2 13

No

Yes z_F Bachelors Clerical 34 Private $13,520 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

230285211 0

0 7

No z_No M z_High School Clerical 36 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 0 $0 Yes z_No z_F Bachelors Student 64 Commercial

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

2 9

Yes $0 z_No z_F Bachelors Clerical 57 Private

Sports Car $0 0 $0 10 Highly Urban/ Urban

0 3/5/63 0 11

No $0 z_No M z_High School Manager 5 Private

Minivan

2

1 Highly Urban/ Urban

1

2 11

No

Yes z_F Masters Manager 42 Private $23,840 Minivan

2 $0 23 Highly Urban/ Urban

0 3/4/63 0 0 $0 No $0 Yes M Bachelors Home Maker 35 Private $1,500 z_SUV $0 0 $0 12 Highly Urban/ Urban

699357023 2 3/4/63 4 11

Yes $0 z_No z_F Bachelors Clerical 38 Private

z_SUV

1

9 Highly Urban/ Urban

0 3/4/63 0 6

No $0 z_No z_F Bachelors Home Maker 61 Private

Van $0 0 $0 8 z_Highly Rural/ Rural

0

1 10

No

Yes M Bachelors Professional 29 Private

Minivan

3 $0 12 Highly Urban/ Urban

0 3/3/63 0 11

No $0 Yes M

Pickup

1

5 Highly Urban/ Urban

2

2 11

No

Yes M z_High School Clerical 83 Private $10,620 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

1

Yes $0 z_No z_F Bachelors Manager 34 Private $11,580 z_SUV

3 $3,698 12 Highly Urban/ Urban

0 2/26/63 2

No

Yes M Bachelors Clerical 55 Private $1,500 Minivan

4

7 Highly Urban/ Urban

2

3 8

No

Yes M z_High School z_Blue Collar 16 Commercial

Minivan

2

1 Highly Urban/ Urban

0 2/22/63 1 0 $0 Yes z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0 2/22/63 0 11

No

Yes z_F Masters 18 Commercial

Panel Truck $0 0 $0 18 Highly Urban/ Urban

0

4 0 $0 No $0 Yes z_F z_High School Student 35 Commercial $15,130 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Clerical 62 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 2/11/63 2 10

Yes $0 z_No M z_High School z_Blue Collar 25 Commercial $13,670 Minivan

1 $4,482 7 Highly Urban/ Urban

0 2/11/63 2 9

No $0 Yes z_F z_High School Student 31 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/9/63 0 10

No

Yes M z_High School z_Blue Collar 45 Commercial

Panel Truck

2

11 Highly Urban/ Urban

0

3 13

Yes $0 z_No z_F Bachelors z_Blue Collar 51 Private $5,470 z_SUV $0 0

1 Highly Urban/ Urban

1 2/7/63 4 0 $0 No $0 Yes z_F

1

2 11

Yes $0 z_No z_F z_High School z_Blue Collar 46 Commercial $16,780 Minivan $3,997 3

1 Highly Urban/ Urban

0 2/4/63 0 4

No $0 z_No z_F z_High School Student 64 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

2 0 $0 No

Yes z_F $9,895

2 $0 3 Highly Urban/ Urban

0 2/2/63 0 $4,885 No

Yes z_F Masters Lawyer 35 Private $7,080 z_SUV

1 $0 17 Highly Urban/ Urban

0

0 11

No

Yes M Masters Professional 40 Commercial

Panel Truck

3 $0 19 Highly Urban/ Urban

0 1/31/63 0 11 $26,820 No

Yes M z_High School Clerical 70 Private $14,730 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/30/63 0 9

No $0 z_No z_F PhD Doctor 10 Private $19,230 z_SUV $0 0 $0 12 Highly Urban/ Urban

950231079 0 1/30/63 0 9 $102,382 No z_No z_F PhD Doctor 10 Private

z_SUV

4 $0 12 Highly Urban/ Urban

706164750 0 1/30/63 0 9

No $0 z_No M

3

1 Highly Urban/ Urban

0 1/28/63 0 12

No

Yes z_F z_High School z_Blue Collar 68 Commercial

z_SUV $0 0 $0 10 Highly Urban/ Urban

0 1/27/63 3 11

Yes

z_No M Bachelors Professional 48 Private $5,100 Minivan

3 $0 11 Highly Urban/ Urban

2

4 8

No

Yes z_F Bachelors z_Blue Collar 17 Commercial

z_SUV

3 $0 7 Highly Urban/ Urban

0

4 14

No

Yes z_F

2

3 6

No

Yes M

1

2

Yes $198,173 z_No M Bachelors Clerical 10 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0 1/22/63 1 13

No

Yes M

Minivan $0 0 $0 6 z_Highly Rural/ Rural

1

2 0 $0 No $0 Yes z_F

1

1 8

Yes $0 z_No z_F Masters Lawyer 46 Private

Pickup

1

17 Highly Urban/ Urban

0 1/14/63 0 7

No

z_No z_F Bachelors z_Blue Collar 67 Commercial $13,000 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/14/63 0 0 $0 No $0 z_No z_F Bachelors Student 38 Commercial $16,280 Minivan

3

11 Highly Urban/ Urban

488230129 0

0 3

No

Yes M

488230129 0 1/13/63 0 3 $17,884 No $114,530 Yes M

0 1/11/63 0 11

No $0 z_No z_F $18,331

1 $0 5 z_Highly Rural/ Rural

0 1/7/63 0 15

No

Yes z_F Bachelors z_Blue Collar 23 Commercial $21,100 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 11

No

Yes M Masters Professional 24 Private

Minivan

3 $0 17 Highly Urban/ Urban

0

3 12

Yes $0 z_No M Masters Lawyer 37 Private $13,630 Minivan $0 0 $0 17 Highly Urban/ Urban

0 1/3/63 0 8

No

Yes M Bachelors Clerical 44 Commercial $7,290 Pickup

2 $0 1 Highly Urban/ Urban

0 1/2/63 0 12

No

Yes z_F Masters Lawyer 27 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

218583141 0 1/1/63 0 8

No $0 z_No z_F z_High School Clerical 29 Private $5,000 Sports Car $0 0

1 Highly Urban/ Urban

1

2 12

Yes $0 z_No z_F Masters Lawyer 5 Private

Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

,586

Yes M PhD 48 Commercial $29,510 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 12/30/62 0 8

No z_No M z_High School z_Blue Collar 30 Commercial $5,100 Pickup

2 $0 8 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F z_High School Professional 44 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 8

No $0 z_No M PhD Manager 45 Private $13,950 Minivan $0 0

11 Highly Urban/ Urban

0

2 0 $0 No $0 Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No $0 z_No z_F Masters Lawyer 43 Private

z_SUV $8,190 2 $0 23 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors Home Maker 11 Private

z_SUV

2 $0 7 Highly Urban/ Urban

0

2 12

No

Yes z_F z_High School z_Blue Collar 33 Commercial

Sports Car

2

1 Highly Urban/ Urban

321071750 0

0 9

No $0 z_No z_F z_High School z_Blue Collar 26 Commercial

Minivan $0 0

1 Highly Urban/ Urban

1

2 11

No

Yes M PhD Manager 26 Private $21,180 Van

2 $0 Highly Urban/ Urban

0

0 7

No z_No z_F

7 Highly Urban/ Urban

0

0 10

No

Yes M z_High School Student 24 Commercial

Pickup $0 0

1 z_Highly Rural/ Rural

3

3 10

Yes $0 z_No z_F Bachelors Professional 16 Private $11,160 z_SUV $0 0

7 Highly Urban/ Urban

2

3 9

Yes $0 z_No z_F

1 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Professional 30 Private $5,300 z_SUV $0 0 $0 8 Highly Urban/ Urban

2 12/8/62 3 12

Yes z_No z_F z_High School Clerical 6 Private $8,030 z_SUV $0 0

z_Highly Rural/ Rural

0

0 9

No

Yes z_F z_High School z_Blue Collar 37 Commercial $8,990 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 12/6/62 2 14

No

Yes M Masters 27 Commercial

Pickup

2 $0 13 Highly Urban/ Urban

1

2 10

No $0 Yes z_F

0

1 4

Yes $0 z_No M Bachelors z_Blue Collar 36 Commercial $22,520 Van

1 $0 6 Highly Urban/ Urban

0 12/2/62 0 13

No

Yes M z_High School Manager 19 Private $15,340 Minivan $0 0 $0 11 Highly Urban/ Urban

0

2 11

Yes $0 z_No z_F z_High School Clerical 39 Private $2,850 Sports Car

1 $0 1 z_Highly Rural/ Rural

2

2 9

No

Yes M Bachelors z_Blue Collar 49 Private

Minivan $3,367 2 $5,118 7 Highly Urban/ Urban

0 11/30/62 2

Yes $0 z_No z_F Bachelors Manager 5 Private $27,620 Minivan $0 0 $0 13 Highly Urban/ Urban

2

4 11

Yes

z_No z_F z_High School z_Blue Collar 34 Commercial $7,860 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

2 0 $0 No

Yes z_F z_High School Home Maker 87 Private $10,430 Minivan $0 0 $0 z_Highly Rural/ Rural

2

3 0 $0 No Yes z_F

Pickup

3

1 Highly Urban/ Urban

0 11/27/62 0 0 $0 No

Yes z_F z_High School Home Maker 34 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No

Yes M z_High School z_Blue Collar 36 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

1 11/26/62 4 0 $0 Yes

z_No z_F z_High School Home Maker 18 Private $5,480 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 11/26/62 3 12

No

Yes z_F z_High School Professional 9 Private $16,650 z_SUV $0 0

5 Highly Urban/ Urban

2 11/26/62 2 9

Yes

z_No M Masters 62 Commercial $23,380 Panel Truck $0 0 $3,488 19 Highly Urban/ Urban

2

2 10 $35,990 Yes $0 z_No M z_High School Clerical 34 Private $13,840 Minivan

1

1 z_Highly Rural/ Rural

0

0 8

No $0 Yes z_F z_High School Student 46 Private

Minivan $0 0 $0 4 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 13 Commercial $21,660 Pickup

2

3 Highly Urban/ Urban

0

0 12

No Yes M Masters 42 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 13 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0 11/18/62 0 12 No z_No M Bachelors Professional 27 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 $0 No

Yes z_F

3

Highly Urban/ Urban

0

0 9

No $0 z_No M Masters 45 Commercial

Panel Truck $0 0 $0 18 z_Highly Rural/ Rural

1

3 10

No

Yes z_F z_High School Clerical 49 Private $7,810 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M z_High School Manager 32 Private

Van $0 0 $0 5 Highly Urban/ Urban

0 11/8/62 0 12

No Yes M Masters 30 Private

Van $0 0 $0 11 Highly Urban/ Urban

0 11/8/62 0 6

No

Yes M $5,072

5 Highly Urban/ Urban

1

2 0 $0 No

Yes z_F Bachelors Home Maker 48 Private $1,500 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

568743363 0

3 15

Yes $0 z_No z_F Bachelors Professional 46 Private $12,400 z_SUV $1,109 3

1 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M

1 Highly Urban/ Urban

0

2 15

No Yes z_F z_High School z_Blue Collar 24 Commercial $9,480 z_SUV

3

11 Highly Urban/ Urban

1

2 14

No

Yes z_F

2 10/27/62 2 9

No

Yes M

510533127 2 10/27/62 2 9 $20,050 No $89,548 Yes M

Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 0 $0 No z_No M Bachelors Student 10 Commercial

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

1 14

No

Yes z_F Bachelors Professional 11 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

1

2 10

No

Yes z_F z_High School Clerical 33 Private

Sports Car $0 0 $0 8 Highly Urban/ Urban

0 10/21/62 0 12

No $0 z_No z_F z_High School z_Blue Collar 31 Commercial

Minivan $0 0

9 Highly Urban/ Urban

0

0 10 No $0 z_No M z_High School z_Blue Collar 21 Commercial $8,360 Pickup

2

11 Highly Urban/ Urban

1

2 14

No

Yes z_F Bachelors z_Blue Collar 61 Commercial $14,430 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

1 9

Yes $0 z_No z_F PhD Lawyer 40 Private

Pickup $0 0 $0 22 Highly Urban/ Urban

2 10/16/62 2 10

No $0 Yes M Bachelors Student 5 Commercial $12,250 Minivan $0 0 $0 11 Highly Urban/ Urban

1 10/16/62 2 0 $0 Yes $0 z_No M Bachelors Student 33 Commercial

Pickup $0 0 $0 11 Highly Urban/ Urban

1

2 14

No

Yes M

3 $0 1 Highly Urban/ Urban

0 10/14/62 1 14

No Yes z_F

z_SUV

3 $0 6 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Professional 47 Commercial $10,890 Pickup

4

11 Highly Urban/ Urban

0

0 12

No

z_No M

1

1 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Student 19 Private $6,830 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

2 10

No

Yes M Bachelors Professional 23 Private $24,230 Minivan $0 0 $0 Highly Urban/ Urban

0

0 5

No $0 z_No z_F z_High School Clerical 71 Private $4,620 Sports Car

2 $0 8 z_Highly Rural/ Rural

0

1 11

Yes

z_No z_F Bachelors Manager 6 Private $5,200 Sports Car

3

10 Highly Urban/ Urban

173481560 0 10/5/62 1 11 $73,941 Yes $265,035 z_No z_F Bachelors Manager 6 Private $12,680 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors z_Blue Collar 14 Commercial

Van $0 0 $0 Highly Urban/ Urban

1

3 9

Yes

z_No z_F

1 9/27/62 1 12

Yes $0 z_No z_F PhD Manager 34 Private

Pickup $0 0

Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Home Maker 31 Private $18,980 z_SUV

1 $0 6 Highly Urban/ Urban

0

1 12 $5,678 Yes $0 z_No z_F $2,070

z_SUV

2 $3,327 1 Highly Urban/ Urban

0

0 11

No

z_No z_F $4,813

7 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 33 Private $6,690 Pickup $0 0

14 Highly Urban/ Urban

0

2 14

No

Yes M z_High School Manager 26 Private $20,570 Van $0 0 $0 5 Highly Urban/ Urban

0 9/17/62 0

No $0 z_No z_F Masters Lawyer 70 Private $11,740 z_SUV

1

14 Highly Urban/ Urban

0 9/17/62 2 12

No

Yes z_F z_High School Clerical 46 Private $12,900 z_SUV $0 0

1 Highly Urban/ Urban

0

2 14

No $0 Yes z_F $7,783

7 z_Highly Rural/ Rural

0

2 12

Yes

z_No z_F z_High School z_Blue Collar 26 Commercial $15,120 z_SUV

3

1 Highly Urban/ Urban

1

3 6

Yes z_No z_F $3,514

5 Highly Urban/ Urban

1 9/14/62 3 12

No

Yes z_F z_High School z_Blue Collar 24 Commercial $21,430 Minivan $0 0 $0 4 Highly Urban/ Urban

2

3 11

No

Yes M Bachelors z_Blue Collar 29 Private $15,050 Minivan

3 $0 8 z_Highly Rural/ Rural

0 9/13/62 0 12

No

Yes M Masters Professional 24 Commercial $7,960 Pickup $0 0

12 Highly Urban/ Urban

1 9/13/62 1 10

No

Yes z_F z_High School z_Blue Collar 32 Commercial $11,770 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School Home Maker 30 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

3 9/12/62 4 No $0 Yes z_F z_High School Student 41 Commercial $24,380 z_SUV $0 0 $0 z_Highly Rural/ Rural

1 9/12/62 2 16

No

Yes z_F PhD Home Maker 48 Private

Pickup $6,407 1

12 Highly Urban/ Urban

0

0 8

No

z_No z_F PhD Doctor 43 Private

z_SUV

2 $0 11 Highly Urban/ Urban

0

0 13 No

Yes z_F z_High School Clerical 36 Private

z_SUV $0 0

1 Highly Urban/ Urban

1 9/9/62 2 13

No

Yes M z_High School Clerical 36 Private

Pickup

2

1 Highly Urban/ Urban

0

2 11

No Yes M

Panel Truck

4 $0 6 Highly Urban/ Urban

602672341 0 9/6/62 2 11 $36,073 No Yes M

2

2 10

Yes

z_No z_F Masters Lawyer 35 Private

z_SUV $5,730 3

12 Highly Urban/ Urban

0 9/2/62 0 0 $0 No $0 z_No z_F z_High School Home Maker 54 Private $14,400 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Professional 38 Commercial $21,620 Van

1

1 Highly Urban/ Urban

0 9/1/62 0 11

No

Yes M z_High School z_Blue Collar 15 Commercial

Minivan $3,519 1

1 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors z_Blue Collar 34 Commercial

Panel Truck

4 $2,424 Highly Urban/ Urban

0

0

No

Yes M z_High School Clerical 18 Private $9,140 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/29/62 0 10

No

z_No M Bachelors z_Blue Collar 57 Commercial $14,360 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Bachelors Clerical 37 Private $8,710 Sports Car $0 0 $0 z_Highly Rural/ Rural

878534648 0

0 12

No

Yes z_F

Minivan

4

6 Highly Urban/ Urban

1 8/26/62 1 7

No

Yes z_F Bachelors z_Blue Collar 5 Commercial $15,480 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors z_Blue Collar 47 Commercial $16,290 Van $0 0 $0 7 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors Manager 24 Commercial $17,730 Van $0 0 $0 1 Highly Urban/ Urban

1 8/23/62 2 15 $74,546 Yes $0 z_No M Masters Lawyer 12 Private $15,180 Minivan

1 $0 8 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Professional 29 Private

Minivan $0 0 $0 23 Highly Urban/ Urban

0

2 13

No $0 Yes M z_High School Student 36 Private $9,960 Minivan $0 0

1 Highly Urban/ Urban

377336272 0 8/21/62 0 12

No

Yes M Masters Lawyer 35 Private

Minivan

2 $0 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F

1 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F Bachelors Student 41 Private $20,860 z_SUV $9,237 3 $0 4 z_Highly Rural/ Rural

0

3 15

No Yes z_F Bachelors z_Blue Collar 59 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0 8/17/62 3 9

Yes

z_No M

Van $0 0 $0 1 z_Highly Rural/ Rural

0 8/17/62 0 7

No

z_No z_F Bachelors Manager 69 Commercial

Van

3 $0 8 Highly Urban/ Urban

2

2 13

Yes $0 z_No z_F PhD Manager 50 Private

z_SUV $0 0

16 Highly Urban/ Urban

2

3 15

Yes $0 z_No M z_High School z_Blue Collar 20 Commercial $7,080 Minivan

4 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Manager 25 Private $14,890 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 8/14/62 2 9

No $0 Yes z_F

Sports Car $0 0 $0 5 z_Highly Rural/ Rural

0 8/14/62 0 10

No $0 z_No M

Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 16

No

Yes z_F z_High School z_Blue Collar 41 Commercial $12,740 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 8/13/62 0 13

No

Yes M Bachelors z_Blue Collar 39 Commercial

Minivan $10,590 4 $0 9 Highly Urban/ Urban

0 8/13/62 2 0 $0 No

Yes z_F Bachelors Home Maker 41 Private $1,500 Sports Car $0 0 $0 5 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Student 40 Commercial $5,200 Sports Car

1

8 Highly Urban/ Urban

0

0 11

No

Yes z_F $6,566

2

5 Highly Urban/ Urban

0

2 15

No

Yes z_F Masters Lawyer 38 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F Bachelors Professional 42 Private $15,620 Minivan $0 0 $0 10 Highly Urban/ Urban

0 8/5/62 0 10

No

z_No M z_High School z_Blue Collar 30 Commercial $8,700 Pickup

2 $6,250 1 Highly Urban/ Urban

1 8/5/62 2 11

Yes $0 z_No M z_High School Student 43 Private $1,500 Minivan $0 0

1 z_Highly Rural/ Rural

0

3 15

No

Yes z_F Masters Lawyer 15 Private $11,370 z_SUV $0 0 $0 13 Highly Urban/ Urban

351251758 0 8/3/62 3 13

No

Yes M

Van

3 $0 1 Highly Urban/ Urban

0

0 0 No

Yes z_F Bachelors Student 48 Commercial $12,850 z_SUV $0 0

6 Highly Urban/ Urban

2 8/1/62 2 10

No

Yes M

Minivan $0 0 $0 6 Highly Urban/ Urban

1

2 10

Yes

z_No z_F z_High School z_Blue Collar 44 Private $16,200 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1

2 12 $77 No

Yes z_F $726

1 Highly Urban/ Urban

0

0 7

No

Yes z_F Bachelors Manager 34 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

2 7/27/62 2 13

Yes

z_No z_F $6,321

3

8 Highly Urban/ Urban

0

3 17 $6,217 No $0 Yes z_F z_High School Student 27 Commercial

Pickup $0 0

4 Highly Urban/ Urban

0

1 12

Yes

z_No M z_High School Clerical 19 Private $7,070 Pickup $0 0 $0 1 z_Highly Rural/ Rural

2 7/22/62 2 9

Yes $0 z_No z_F Bachelors Manager 51 Private

Minivan

2

9 Highly Urban/ Urban

0

2 10 Yes $0 z_No z_F

3

3 10

Yes

z_No M Masters Manager 14 Commercial

Panel Truck

1 $0 17 Highly Urban/ Urban

0 7/20/62 0 13

No z_No z_F Bachelors z_Blue Collar 39 Commercial $27,200 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Masters Lawyer 22 Private $12,410 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes z_F

0

0 9

No

z_No M Bachelors Professional 43 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F z_High School Student 29 Private $5,200 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School Clerical 40 Private $9,620 z_SUV

1 $6,780 8 Highly Urban/ Urban

0

3 14

No

Yes M $1,602

2 $7,800 6 Highly Urban/ Urban

0

0 11 No z_No M z_High School Student 69 Private

Minivan $0 0 $0 z_Highly Rural/ Rural

1 7/9/62 2 11

No

Yes z_F Bachelors Manager 20 Private $11,440 z_SUV

1 $4,057 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Bachelors Professional 37 Private

Sports Car

1

11 Highly Urban/ Urban

429672274 0 7/8/62 0 8 $95,502 No $0 z_No z_F Bachelors Professional 37 Private

Sports Car

1 $0 11 Highly Urban/ Urban

2

2 10

No

Yes M z_High School z_Blue Collar 37 Commercial $9,950 Pickup

2 $0 8 Highly Urban/ Urban

0

0 10

No

z_No M Masters Professional 58 Private $13,060 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 12

No

Yes z_F $26,340

z_SUV $0 0 $0 1 Highly Urban/ Urban

1

1 14

Yes

z_No z_F

1 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters Lawyer 35 Private $11,920 z_SUV $3,964 1

15 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Home Maker 40 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

164734443 0 6/23/62 0 14

No

Yes z_F Bachelors Clerical 47 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

752768207 0

0 10

No $0 z_No M z_High School Clerical 35 Private $9,780 Pickup

3 $0 1 Highly Urban/ Urban

0 6/22/62 0 11

No

z_No z_F z_High School z_Blue Collar 57 Commercial

Minivan $0 0

1 Highly Urban/ Urban

1 6/22/62 1 14

No

Yes M Masters Professional 34 Private

Minivan

2 $0 14 Highly Urban/ Urban

0

2 9

No

Yes z_F z_High School z_Blue Collar 31 Commercial

z_SUV

2 $0 1 Highly Urban/ Urban

0

0 8

No

z_No M z_High School Professional 5 Private $22,090 Minivan $0 0 $0 1 Highly Urban/ Urban

2

4 16 Yes $0 z_No z_F Bachelors z_Blue Collar 23 Commercial $1,500 Sports Car

1 $3,676 1 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 12 Commercial $12,510 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 6/15/62 0 9

No

z_No z_F Masters Home Maker 48 Commercial

Van

1 $0 1 Highly Urban/ Urban

0

4 15

Yes $0 z_No M z_High School Clerical 19 Private $16,780 Van $0 0 $0 9 Highly Urban/ Urban

2 6/10/62 3

Yes z_No z_F Bachelors Student 20 Private $8,560 Pickup

3 $0 13 Highly Urban/ Urban

0

0 10

No

Yes M Masters Professional 21 Private $12,990 Minivan $0 0 $0 13 Highly Urban/ Urban

0 6/9/62 0 0 $0 No $0 z_No z_F

3 $0 1 z_Highly Rural/ Rural

0

1 14

No

Yes z_F z_High School z_Blue Collar 34 Commercial $29,620 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M PhD Doctor 30 Private $14,160 Minivan $1,344 1 $0 13 Highly Urban/ Urban

0 6/6/62 0 8

No

z_No M z_High School z_Blue Collar 29 Commercial

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes M Masters Manager 34 Commercial

Panel Truck $0 0 $0 23 Highly Urban/ Urban

803840924 1

2 12

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

0 6

No

Yes M Bachelors Clerical 44 Commercial $11,250 Pickup $0 0

11 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Professional 33 Commercial $7,700 Pickup $0 0 $5,179 10 Highly Urban/ Urban

1 5/27/62 3 14 Yes $0 z_No M Bachelors Professional 22 Private

Minivan

2 $2,979 13 Highly Urban/ Urban

0

1 11

Yes $0 z_No z_F $30,099

3

4 Highly Urban/ Urban

1

1

No

Yes z_F z_High School z_Blue Collar 13 Commercial

Pickup $0 0

9 Highly Urban/ Urban

929031390 1 5/25/62 1 $23,048 No $132,852 Yes z_F z_High School z_Blue Collar 13 Commercial

Pickup $0 0

9 Highly Urban/ Urban

1

3 13

No

Yes M Bachelors Professional 47 Private $10,650 Pickup $27,439 2

1 Highly Urban/ Urban

0 5/24/62 2 14 Yes z_No z_F Masters Lawyer 25 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

4 17

Yes $0 z_No M

1 5/22/62 2 13

No

Yes z_F z_High School z_Blue Collar 13 Private $10,040 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0

No

Yes M z_High School Clerical 36 Private

Minivan $8,270 1 $0 7 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters Manager 15 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 14 No

z_No z_F Bachelors Professional 34 Private

z_SUV

2 $0 9 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 25 Private $19,720 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

4 0 No

Yes z_F z_High School Home Maker 5 Private

Sports Car

1 $150 7 Highly Urban/ Urban

0 5/9/62 2 10

Yes

z_No M Bachelors Clerical 35 Commercial $11,140 Pickup $0 0 $0 9 z_Highly Rural/ Rural

2

3 9

No

Yes M Bachelors z_Blue Collar 5 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 5/7/62 0 11

No $0 z_No M

Panel Truck

1

1 Highly Urban/ Urban

0 5/7/62 0 10

No

Yes M Bachelors z_Blue Collar 27 Commercial

Minivan

2 $0 14 Highly Urban/ Urban

0

0 10

No

Yes M z_High School Clerical 23 Private

Van $0 0

1 Highly Urban/ Urban

1

2 11

No

Yes z_F z_High School Clerical 34 Private $4,390 Sports Car

3 $0 1 Highly Urban/ Urban

1

2 8

Yes z_No z_F Masters Professional 32 Private $22,160 Pickup $0 0

16 Highly Urban/ Urban

0 5/1/62 0 0 $0 No

Yes M z_High School Student 29 Commercial

Panel Truck

2

1 Highly Urban/ Urban

1

2 13

Yes $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $15,500 Minivan

1

12 Highly Urban/ Urban

2

3 0 $0 No $0 Yes z_F z_High School Student 38 Commercial $1,500 z_SUV

3 $0 6 z_Highly Rural/ Rural

1

4 16

No

Yes z_F z_High School Clerical 46 Private $13,540 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

55839290 0

3 14

Yes

z_No z_F z_High School Home Maker 47 Private

z_SUV

1 $0 1 z_Highly Rural/ Rural

0

3 17

No

Yes M Masters 22 Commercial

Panel Truck

3 $0 13 Highly Urban/ Urban

0 4/23/62 3 0 $0 No

Yes M z_High School Student 5 Commercial

Pickup

3

1 Highly Urban/ Urban

0

1 11

No $0 Yes z_F z_High School Student 16 Commercial $6,360 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD Lawyer 11 Private $15,090 Minivan

4 $0 9 Highly Urban/ Urban

0

0 8

No

z_No z_F z_High School z_Blue Collar 33 Commercial $10,250 z_SUV

1 $0 1 Highly Urban/ Urban

0

2 0 $0 Yes

z_No z_F PhD Home Maker 5 Commercial $22,810 Pickup $0 0 $0 z_Highly Rural/ Rural

0 4/16/62 0 0 $0 No

Yes z_F z_High School Home Maker 19 Private $20,060 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 33 Commercial $9,840 Sports Car

3

1 Highly Urban/ Urban

0

0 12

No Yes z_F z_High School z_Blue Collar 29 Commercial

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

4 11

No

Yes M Masters Professional 30 Private

Van

1 $0 Highly Urban/ Urban

0 4/11/62 0 11

No $0 z_No M z_High School Clerical 52 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 4/11/62 1 11

No

Yes M z_High School z_Blue Collar 55 Commercial

Panel Truck $0 0 $0 7 z_Highly Rural/ Rural

0 4/11/62 0 0 $0 No $0 z_No z_F z_High School Student 53 Commercial $5,200 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

2 12

Yes

z_No M Bachelors Clerical 50 Commercial $23,970 Panel Truck $0 0 $0 3 z_Highly Rural/ Rural

0

0 11

No

Yes M

Panel Truck $0 0 $3,682 1 Highly Urban/ Urban

0

3 0 $0 No Yes z_F z_High School Home Maker 17 Private $7,510 z_SUV

2 $0 7 Highly Urban/ Urban

1 4/8/62 1 9

No

Yes z_F z_High School z_Blue Collar 62 Private $11,740 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

1

No

Yes z_F

z_SUV

3 $0 1 Highly Urban/ Urban

0 3/31/62 3 10

Yes

z_No M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

3 11

Yes

z_No M $999

3 $0 7 Highly Urban/ Urban

2

2 7

No Yes z_F Bachelors Professional 21 Private $19,900 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

1 8

No

Yes M PhD Manager 31 Private

Minivan

3 $0 1 Highly Urban/ Urban

320090672 0

0 9

No $0 z_No M Masters Professional 64 Private $11,640 Pickup

3 $0 16 Highly Urban/ Urban

2 3/23/62 3 17

No

Yes M Bachelors z_Blue Collar 59 Commercial $8,070 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/23/62 0 10

No $0 z_No M Masters Lawyer 24 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

964792515 1

2 13

No

Yes M Masters 31 Commercial

Panel Truck $0 0

15 Highly Urban/ Urban

0

2 11

No

Yes M Bachelors Professional 28 Private $32,090 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 6

No $0 z_No M z_High School z_Blue Collar 17 Private $22,790 Minivan

1 $0 Highly Urban/ Urban

0

0 8

No

Yes M

Minivan

1

10 z_Highly Rural/ Rural

0 3/18/62 2 12

No

Yes M

Panel Truck $0 0

1 Highly Urban/ Urban

1

2 13

No

Yes M z_High School z_Blue Collar 36 Commercial $8,770 Pickup $0 0

1 Highly Urban/ Urban

0

0 7 $61,790 No $0 z_No M z_High School z_Blue Collar 32 Commercial

Minivan $0 0

7 Highly Urban/ Urban

930441156 0 3/16/62 0 7 $61,790 No $0 z_No M z_High School z_Blue Collar 32 Commercial $21,460 Van $0 0

7 Highly Urban/ Urban

930441156 0 3/16/62 0 7 $61,790 No $0 z_No M z_High School z_Blue Collar 32 Commercial $13,700 Minivan

3 $0 7 Highly Urban/ Urban

1 3/16/62 2 0 No

Yes z_F z_High School Home Maker 35 Private $5,390 z_SUV

2

Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 36 Private $16,170 Minivan $0 0 $0 10 Highly Urban/ Urban

0

2 13

Yes

z_No M PhD Doctor 33 Private

Minivan

3 $0 21 Highly Urban/ Urban

0

0 1

No

Yes M Bachelors z_Blue Collar 54 Commercial $11,480 Pickup $6,870 1 $0 10 Highly Urban/ Urban

1

2 0 $0 No

Yes z_F Bachelors Home Maker 26 Private $7,070 Sports Car

3

6 Highly Urban/ Urban

0 3/6/62 0 13

No

z_No M Masters 5 Commercial $9,740 Pickup $0 0 $0 15 Highly Urban/ Urban

0 3/6/62 0 13

No z_No z_F Masters Manager 5 Private $4,550 Sports Car $0 0 $0 24 Highly Urban/ Urban

3

3 9 $6,857 Yes

z_No z_F z_High School Home Maker 35 Private

z_SUV

1 $0 7 z_Highly Rural/ Rural

508400544 3 3/5/62 3 9 $6,857 Yes $86,075 z_No z_F z_High School Home Maker 35 Private $6,480 z_SUV

1 $0 7 z_Highly Rural/ Rural

1 3/5/62 1 15

No

Yes z_F Bachelors Clerical 70 Private

Sports Car

2 $0 14 Highly Urban/ Urban

217535280 0 3/5/62 0 11

No $0 z_No M z_High School Professional 8 Commercial $24,660 Panel Truck

3 $0 10 Highly Urban/ Urban

0

3 9

Yes $0 z_No z_F

0 2/27/62 0 11

No

z_No z_F z_High School z_Blue Collar 18 Private

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 2/25/62 0 12

No

z_No M Masters Lawyer 42 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 7

No

z_No z_F Bachelors z_Blue Collar 21 Commercial $14,930 Minivan

2 $0 11 Highly Urban/ Urban

0 2/23/62 3 11

Yes $0 z_No z_F $8,296

1 $0 1 Highly Urban/ Urban

0 2/22/62 0 10

No

Yes z_F PhD Doctor 51 Private $15,880 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/22/62 0 10

No

Yes z_F

Sports Car $0 0 $0 7 Highly Urban/ Urban

676967525 0 2/22/62 1 0 $0 Yes $0 z_No z_F Bachelors Student 50 Private

z_SUV $0 0

10 Highly Urban/ Urban

299673154 0 2/22/62 0 11 No

Yes z_F Masters Lawyer 14 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 30 Private $9,970 Sports Car $0 0 $0 13 Highly Urban/ Urban

0

0 12

No

z_No z_F z_High School z_Blue Collar 37 Commercial $6,180 z_SUV $0 0

1 Highly Urban/ Urban

0 2/14/62 2 13

No

Yes z_F Masters Lawyer 32 Private $10,860 z_SUV

3 $0 22 Highly Urban/ Urban

0 2/14/62 2 0 No $0 Yes z_F

0 2/14/62 0 13

No

Yes M Bachelors Manager 34 Private $10,860 Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/11/62 2 8

No

Yes z_F Masters 40 Commercial

Pickup $0 0

13 Highly Urban/ Urban

490621422 0 2/11/62 2 8 $82,971 No $240,550 Yes z_F Masters 40 Private $5,200 z_SUV $5,760 4 $5,300 13 Highly Urban/ Urban

1

2 12 No

Yes z_F Bachelors z_Blue Collar 43 Commercial $5,200 z_SUV

1

3 Highly Urban/ Urban

0 2/10/62 0 11

No

Yes M Bachelors z_Blue Collar 32 Commercial $5,200 Pickup $0 0 $5,297 Highly Urban/ Urban

1 2/10/62 2 12

No

Yes z_F z_High School Home Maker 23 Private $9,230 Sports Car $0 0

6 Highly Urban/ Urban

2

2 5 No

Yes M Bachelors Clerical 50 Private

Minivan $0 0

1 Highly Urban/ Urban

0 2/9/62 2 14

No Yes z_F z_High School Home Maker 46 Private

Sports Car $0 0 $0 7 Highly Urban/ Urban

0

1 7

Yes

z_No z_F Bachelors Professional 67 Private $12,420 Sports Car $0 0 $0 8 Highly Urban/ Urban

2 2/5/62 4 16 $5,175 No $0 Yes z_F z_High School Student 5 Commercial $5,720 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

1 2/3/62 2 7

Yes

z_No z_F Bachelors Professional 64 Private $14,130 Sports Car

2

8 Highly Urban/ Urban

1 2/2/62 2 9

No

Yes z_F z_High School Manager 28 Private

z_SUV

1 $0 11 Highly Urban/ Urban

0 2/2/62 0 9

No Yes M z_High School Clerical 31 Private $5,200 Minivan

2 $0 8 z_Highly Rural/ Rural

0 2/1/62 0 7

No

z_No M Masters Lawyer 61 Private

Minivan

3 $0 14 Highly Urban/ Urban

1 1/30/62 3 13

No

Yes M Masters 52 Commercial

Van

2

14 Highly Urban/ Urban

388050397 0 1/28/62 0 12

No

Yes z_F z_High School z_Blue Collar 51 Commercial

z_SUV $0 0

10 z_Highly Rural/ Rural

0 1/26/62 0 11

No

z_No z_F

0

2 13

Yes $0 z_No z_F Bachelors z_Blue Collar 15 Commercial

z_SUV

2 $3,854 13 Highly Urban/ Urban

2 1/24/62 2 9

Yes $0 z_No M Bachelors z_Blue Collar 29 Commercial $7,360 Pickup $0 0 $0 13 Highly Urban/ Urban

0 1/21/62 0 8

No $0 z_No z_F Bachelors Professional 26 Private $13,410 Sports Car $0 0 $0 14 Highly Urban/ Urban

1 1/20/62 2 13 Yes $0 z_No z_F z_High School z_Blue Collar 62 Commercial $9,360 Sports Car $0 0

Highly Urban/ Urban

0 1/20/62 0 16

No

Yes z_F Bachelors z_Blue Collar 29 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0 1/20/62 1 9

No

Yes z_F z_High School Student 43 Private $5,300 z_SUV $0 0 $0 8 Highly Urban/ Urban

939401184 1 1/20/62 2 13 Yes $0 z_No z_F z_High School z_Blue Collar 62 Commercial

Minivan

2 $1,941 Highly Urban/ Urban

1 1/19/62 1 0 $0 Yes $0 z_No z_F z_High School Student 59 Commercial

z_SUV

2 $0 7 z_Highly Rural/ Rural

2 1/18/62 2 10

Yes

z_No z_F

1 $2,546 1 z_Highly Rural/ Rural

2 1/18/62 3 12

No

Yes z_F z_High School Professional 20 Private $9,200 Minivan

2 $3,246 1 Highly Urban/ Urban

0 1/18/62 0 8 No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0

No

Yes M

0

0 7

No

Yes M Bachelors Professional 45 Commercial

Panel Truck

1 $0 9 Highly Urban/ Urban

0 1/14/62 0 11

No

Yes z_F Masters Manager 76 Private $11,470 z_SUV

1 $0 17 Highly Urban/ Urban

1 1/11/62 2 14

Yes $0 z_No z_F Bachelors Professional 49 Private $13,340 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 31 Commercial $5,300 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 1/10/62 3 9

No

Yes M z_High School z_Blue Collar 21 Commercial $7,070 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 1/8/62 0 12

No $0 z_No z_F z_High School Clerical 29 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 1/8/62 2 12

No

Yes z_F z_High School z_Blue Collar 47 Commercial $9,990 Minivan $0 0 $0 7 Highly Urban/ Urban

87441875 0 1/8/62 0 12 $49,548 No $0 z_No z_F z_High School Clerical 29 Private $6,450 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/8/62 0 12

No

Yes M z_High School Professional 36 Private $10,580 Minivan

4 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Clerical 29 Private $14,380 Minivan

2 $0 1 Highly Urban/ Urban

783473090 0

0 11

No

Yes M Masters Professional 30 Commercial $28,700 Panel Truck $5,476 1 $0 1 Highly Urban/ Urban

2 1/6/62 2 11

No

Yes M $5,612

4

1 Highly Urban/ Urban

93454550 0 1/6/62 1 0 No $0 Yes z_F z_High School Student 38 Private $5,000 Sports Car

3 $0 5 z_Highly Rural/ Rural

0

2 13

No Yes z_F Bachelors z_Blue Collar 51 Commercial

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

1 11

No

Yes z_F Masters Lawyer 46 Private

z_SUV

1 $0 17 Highly Urban/ Urban

0 12/26/61 0 12

No

Yes M Bachelors Manager 32 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/26/61 0 9

No

z_No M z_High School Clerical 51 Commercial $11,200 Pickup

4 $0 8 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Professional 22 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

3 16

No

Yes z_F Bachelors Home Maker 39 Private

Sports Car

4 $378 12 Highly Urban/ Urban

0 12/22/61 2 12

No

Yes z_F PhD Lawyer 58 Private $5,200 z_SUV $0 0

16 Highly Urban/ Urban

0

0 10

No $173,130 Yes M

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/21/61 2 13

Yes

z_No z_F Bachelors Home Maker 46 Private $9,130 z_SUV $5,177 2 $0 10 Highly Urban/ Urban

1

4 16

No

Yes z_F Bachelors z_Blue Collar 40 Commercial $11,940 Minivan

2 $313 14 Highly Urban/ Urban

0 12/20/61 0 8

No

Yes M Masters 32 Commercial

Panel Truck $11,213 4 $0 17 Highly Urban/ Urban

0

0 10

No $0 z_No z_F PhD Lawyer 21 Private $13,880 Sports Car

3

13 Highly Urban/ Urban

0

0 7

No

z_No M z_High School Manager 28 Private $8,280 Pickup

1 $0 1 Highly Urban/ Urban

0 12/17/61 2 4

No

Yes z_F z_High School Professional 9 Private $5,510 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Masters Professional 21 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

1

2

No

Yes M Bachelors z_Blue Collar 44 Commercial

Van

1 $4,021 7 Highly Urban/ Urban

0 12/14/61 0 11

No $0 z_No M Bachelors Professional 17 Commercial

Pickup

2

6 Highly Urban/ Urban

892208080 1 12/14/61 2 $107,961 No $333,680 Yes M Bachelors z_Blue Collar 44 Commercial

Panel Truck $0 0 $13,810 7 Highly Urban/ Urban

0

3 14

Yes

z_No M z_High School z_Blue Collar 12 Commercial

Pickup $4,567 3

1 Highly Urban/ Urban

130470336 2

4 5

Yes $0 z_No z_F

1 $0 1 z_Highly Rural/ Rural

517718215 2 12/8/61 3 12

Yes $0 z_No z_F z_High School Clerical 47 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

130470336 0 12/8/61 4 5 $79,846 Yes $0 z_No z_F

0

1 15 $7,575 No $0 Yes z_F

0

2 8

No

Yes z_F Bachelors Clerical 5 Private

z_SUV

2 $0 6 Highly Urban/ Urban

0

0 12

No

,722

Yes M Masters Manager 52 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0 12/4/61 0 15

No

z_No z_F Masters Lawyer 55 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

2 13

Yes

z_No M z_High School Home Maker 35 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

643156689 0

2 4

No

Yes M $2,015

2

4 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 38 Commercial

Van $0 0 $0 16 z_Highly Rural/ Rural

0 11/29/61 0 12

No

Yes M Masters Lawyer 15 Private $5,590 Minivan $2,942 3 $0 20 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 49 Commercial

Panel Truck

1 $0 7 Highly Urban/ Urban

0 11/27/61 4 16

No

,110

Yes z_F Masters Professional 44 Private

Minivan

1 $0 14 Highly Urban/ Urban

1

3 10

Yes $0 z_No z_F z_High School Clerical 68 Private $11,250 z_SUV $565 3 $0 10 z_Highly Rural/ Rural

0 11/26/61 2 12

No

Yes z_F Bachelors z_Blue Collar 36 Private

z_SUV

1 $7,640 10 Highly Urban/ Urban

1

1 7

No

Yes z_F

0 11/25/61 0 4

No

Yes z_F z_High School Clerical 37 Private $11,490 z_SUV

2

10 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School z_Blue Collar 55 Commercial $11,440 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

Yes M Bachelors Manager 22 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 11/18/61 0 10

No

Yes z_F Masters Professional 29 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0 11/18/61 0 12

No $0 z_No M $37,871

1

Highly Urban/ Urban

0

4 19

No

Yes z_F

695588460 0 11/17/61 4 19 $30,735 No $136,298 Yes z_F

0

2 7

No

Yes M Bachelors Manager 26 Private $16,970 Van $0 0 $0 13 Highly Urban/ Urban

0 11/13/61 0 12

No

Yes M

0

0

No $0 z_No z_F z_High School Clerical 26 Private $14,160 z_SUV

1

1 z_Highly Rural/ Rural

669976904 0 11/10/61 0 12

No

Yes z_F z_High School z_Blue Collar 19 Commercial $24,910 Minivan

1 $0 1 Highly Urban/ Urban

0

3 16

No

Yes z_F

Pickup

1

9 Highly Urban/ Urban

2 11/9/61 3 13

No

Yes z_F Bachelors Professional 47 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F $9,228

2 $0 6 Highly Urban/ Urban

1

4 12

No

Yes z_F

0 11/6/61 2 10

Yes $0 z_No z_F $6,697

3

4 Highly Urban/ Urban

0

1 9

No

Yes z_F z_High School Clerical 48 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 11/3/61 0 11

No

Yes M Masters 39 Commercial $27,390 Panel Truck

4 $0 Highly Urban/ Urban

0

0 14

No

Yes M $5,702

1 $4,700 5 Highly Urban/ Urban

1

2 13

No

Yes M Bachelors z_Blue Collar 24 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 11/1/61 2 12

No

Yes M Masters 31 Commercial

Van $0 0 $2,986 17 Highly Urban/ Urban

0

2 14

No

Yes M $1,683

1 Highly Urban/ Urban

0

3 12

Yes $0 z_No z_F

309200965 0 10/28/61 3 $10,653 Yes $0 z_No z_F $5,945

1 z_Highly Rural/ Rural

0

0 14

No

Yes M z_High School Clerical 29 Private $8,490 Pickup $0 0 $0 12 Highly Urban/ Urban

0 10/27/61 0 8

No

Yes M Bachelors z_Blue Collar 36 Commercial $15,820 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 13

No

Yes z_F Bachelors Professional 46 Private

Pickup $0 0 $0 6 Highly Urban/ Urban

0

1 17

No

Yes z_F $3,545

2 $7,893 1 Highly Urban/ Urban

0 10/24/61 2 11

Yes

z_No M z_High School Clerical 6 Commercial $4,800 Pickup $0 0

1 Highly Urban/ Urban

1

2 13

Yes $0 z_No M

1

1 Highly Urban/ Urban

0 10/23/61 0 7

No

z_No z_F z_High School Home Maker 19 Private $7,930 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0

No $0 z_No M

Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Professional 37 Private

Minivan $0 0 $0 Highly Urban/ Urban

0 10/20/61 1 11

No

Yes M Bachelors Professional 43 Commercial $11,840 Pickup

2

11 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors z_Blue Collar 51 Commercial

Pickup $5,436 3

10 Highly Urban/ Urban

215898178 0

0 8

No

Yes M z_High School z_Blue Collar 34 Commercial

Pickup

3 $30 8 Highly Urban/ Urban

215898178 0 10/18/61 0 8 $62,177 No $178,852 Yes M z_High School z_Blue Collar 34 Private $4,110 Minivan $0 0

8 Highly Urban/ Urban

1 10/18/61 4 16

No $0 Yes z_F Bachelors Student 15 Commercial

Pickup

3 $0 15 Highly Urban/ Urban

0

0 5

No $0 z_No M PhD Doctor 40 Private $21,950 Van $0 0 $0 18 Highly Urban/ Urban

0

0 12

No

,217

z_No M Masters Lawyer 44 Private $15,630 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 6

No

z_No z_F Masters Professional 40 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

2

2 0 $0 No $0 Yes M z_High School Student 22 Commercial $5,300 Pickup $0 0

1 Highly Urban/ Urban

0 10/11/61 1 10

No

Yes z_F Bachelors Home Maker 32 Private

z_SUV

1 $0 6 Highly Urban/ Urban

0

2 11

Yes $0 z_No M z_High School z_Blue Collar 49 Commercial

Pickup

1

4 Highly Urban/ Urban

0 10/10/61 0 12

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

2 8

No Yes M Bachelors Clerical 30 Commercial

Panel Truck

1 $6,528 5 Highly Urban/ Urban

0 10/7/61 3 15 $2,610 No $0 Yes z_F $2,562

1 $0 1 z_Highly Rural/ Rural

0 10/7/61 0

No $0 z_No z_F Bachelors Professional 50 Private $5,300 Sports Car

3 $5,726 2 Highly Urban/ Urban

0

0 12

No

z_No z_F Masters Lawyer 55 Private $13,790 z_SUV

3 $0 18 Highly Urban/ Urban

0 10/6/61 0 10

No

Yes M Bachelors Manager 33 Private $19,500 Minivan $0 0 $0 12 Highly Urban/ Urban

490897115 0 10/6/61 0 10 $142,002 No $345,671 Yes M Bachelors Manager 33 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 10/6/61 0 10

No

z_No M z_High School Clerical 28 Private

Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

0 14

No

Yes M z_High School Clerical 8 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0 10/5/61 0 9

No

,438

Yes M Bachelors z_Blue Collar 29 Commercial

Panel Truck

1 $0 9 Highly Urban/ Urban

1

2 11

No

Yes z_F Bachelors z_Blue Collar 79 Commercial $30,180 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1

3 14

Yes $0 z_No M Bachelors z_Blue Collar 36 Commercial $22,560 Panel Truck $0 0

10 Highly Urban/ Urban

0

0 11

No

,580

z_No z_F Bachelors Professional 37 Private $22,850 Pickup $0 0 $0 Highly Urban/ Urban

0

0 12

No

Yes M Masters Manager 39 Private $15,080 Minivan $0 0 $0 10 Highly Urban/ Urban

0 9/28/61 2 16

No

Yes z_F

Sports Car

3 $0 1 Highly Urban/ Urban

1

2 11

Yes $0 z_No z_F

z_SUV

2 $0 5 z_Highly Rural/ Rural

1 9/26/61 2 14

No

Yes z_F Masters Lawyer 53 Private $6,190 z_SUV

2 $5,900 Highly Urban/ Urban

800556705 1 9/26/61 2 11 $50,718 Yes $0 z_No z_F

0

0 11

No

z_No z_F z_High School Clerical 38 Private $10,120 z_SUV $1,842 3

8 Highly Urban/ Urban

0 9/25/61 0 10

No z_No z_F z_High School Clerical 47 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0 9/25/61 1 9

Yes $0 z_No z_F z_High School Student 61 Private $8,290 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 14 $42,139 No Yes z_F z_High School Clerical 31 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1

2 12

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

3 11

Yes $0 z_No z_F Bachelors z_Blue Collar 61 Commercial $20,610 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 9

No

Yes M z_High School Clerical 48 Private

Van $0 0

1 Highly Urban/ Urban

0 9/21/61 0 11

No

Yes z_F Masters Lawyer 31 Private $14,010 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

4 15

Yes $0 z_No z_F z_High School Student 60 Commercial $5,300 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 9

No

z_No M z_High School Clerical 33 Commercial $20,060 Van $0 0 $0 4 Highly Urban/ Urban

0

0 9

No $0 z_No z_F PhD Doctor 21 Private $23,140 Pickup $0 0 $0 19 Highly Urban/ Urban

0 9/16/61 2 10

No

Yes M z_High School z_Blue Collar 35 Commercial

Van

2 $0 10 Highly Urban/ Urban

0

0 12 No

Yes M

258417857 0 9/11/61 0 12 No $125,191 Yes M

0 9/11/61 2 15

No

Yes M

0

0 10

No $0 z_No z_F Bachelors Manager 51 Private $16,260 z_SUV

3

13 Highly Urban/ Urban

642771567 0

0 13

No

Yes z_F

Sports Car $0 0 $2,091 1 Highly Urban/ Urban

0 9/9/61 0 9

No

Yes M Bachelors z_Blue Collar 19 Commercial

Van $0 0 $2,468 7 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Professional 31 Private $11,530 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 12

No

Yes z_F z_High School Home Maker 12 Private $7,180 Sports Car

1 $0 6 Highly Urban/ Urban

536514165 0 9/7/61 0 12 No $99,549 Yes z_F z_High School Home Maker 12 Private $5,720 Sports Car

2

6 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 41 Commercial $17,470 Van

2 $0 6 z_Highly Rural/ Rural

645904097 0

1 12

Yes $0 z_No M z_High School z_Blue Collar 34 Private $4,900 Pickup $0 0

6 z_Highly Rural/ Rural

0 9/2/61 0 13

No $0 z_No z_F z_High School Clerical 25 Private $14,410 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 9/2/61 0 9

No

Yes z_F

0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $16,090 z_SUV $2,982 3 $0 12 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F z_High School Home Maker 24 Private

Sports Car $0 0

6 Highly Urban/ Urban

1 8/31/61 1

No

Yes z_F z_High School z_Blue Collar 62 Commercial $20,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

1 10

Yes

z_No z_F Bachelors Professional 49 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

2 11

Yes z_No M PhD Lawyer 40 Private

Minivan $0 0 $0 17 z_Highly Rural/ Rural

1 8/28/61 2 11

No

Yes z_F z_High School Clerical 41 Private $5,300 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

0 9 $51,996 No

Yes M z_High School Professional 46 Private $11,330 Pickup

4 $0 1 z_Highly Rural/ Rural

0 8/27/61 1 13

No

Yes M Bachelors Manager 46 Commercial

Pickup $0 0 $0 11 Highly Urban/ Urban

380033719 0

0 11 No $0 z_No M z_High School z_Blue Collar 5 Commercial $17,380 Van $0 0

1 z_Highly Rural/ Rural

0 8/25/61 2 9

Yes $0 z_No M Bachelors z_Blue Collar 32 Commercial

Panel Truck $0 0

11 Highly Urban/ Urban

0 8/25/61 0 9

No

Yes M Bachelors z_Blue Collar 81 Commercial

Van $812 3 $0 6 Highly Urban/ Urban

0

0 9

No

z_No z_F Masters Manager 17 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 8/24/61 0

No $0 z_No z_F Bachelors Professional 11 Private $15,280 z_SUV $0 0 $0 8 Highly Urban/ Urban

1

2 6

Yes

z_No z_F

1 $0 1 Highly Urban/ Urban

0 8/23/61 1 8

No

Yes z_F Bachelors z_Blue Collar 5 Commercial

z_SUV $0 0 $0 13 Highly Urban/ Urban

3

3 14

No Yes M Masters 27 Commercial

Panel Truck $0 0

Highly Urban/ Urban

0 8/21/61 0 13

No $0 z_No z_F z_High School z_Blue Collar 42 Commercial $20,510 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Bachelors Manager 46 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

713692930 0

2 13

Yes $0 z_No M z_High School Clerical 21 Private $8,250 Minivan $5,316 3 $0 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 45 Commercial $14,610 Pickup $0 0 $3,870 10 Highly Urban/ Urban

0

0 5

No

Yes M z_High School Clerical 49 Commercial $21,410 Van

1 $0 8 Highly Urban/ Urban

1

2 14

No

Yes M $6,110

Minivan $0 0 $0 7 z_Highly Rural/ Rural

1 8/10/61 2

No

Yes M Bachelors Professional 23 Private

Minivan $0 0 $0 6 z_Highly Rural/ Rural

1

2 15

No

Yes z_F z_High School Home Maker 46 Private

z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 8/8/61 0 12

No

Yes M Bachelors z_Blue Collar 5 Commercial $16,030 Minivan

3

12 Highly Urban/ Urban

1

2 13

No

Yes z_F

Minivan

1 $0 1 z_Highly Rural/ Rural

1 8/7/61 3 15 Yes $0 z_No M z_High School Clerical 61 Private

Van

1

1 z_Highly Rural/ Rural

0

0 13

No $0 z_No z_F Masters Professional 36 Private $16,990 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 10

No

Yes M z_High School z_Blue Collar 35 Commercial $7,410 Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 5

No

Yes M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 7

No

Yes z_F z_High School Clerical 21 Private $15,450 z_SUV

1 $0 1 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Clerical 38 Commercial $8,770 Pickup $0 0 $0 14 z_Highly Rural/ Rural

352733454 0

0 7

No

Yes z_F Bachelors Manager 20 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0 7/27/61 0 10

No $0 z_No z_F z_High School Professional 10 Private $15,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

2

2 9

Yes

z_No z_F z_High School z_Blue Collar 37 Commercial $5,850 z_SUV

2

1 Highly Urban/ Urban

0

2 10

No

Yes z_F Masters Home Maker 23 Private $3,320 Sports Car $0 0 $0 2 z_Highly Rural/ Rural

0

0 9

No $0 z_No M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

533080109 0 7/24/61 1 8

Yes $0 z_No M Bachelors z_Blue Collar 59 Commercial

Panel Truck $0 0

5 Highly Urban/ Urban

0

0 7

No $0 z_No z_F PhD Professional 24 Private $19,200 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

4 14

No

Yes M z_High School z_Blue Collar 42 Commercial $20,280 Van

3

9 Highly Urban/ Urban

594389933 0 7/20/61 4 14 $40,248 No $166,402 Yes M z_High School z_Blue Collar 27 Commercial $11,520 Minivan $0 0 $4,487 9 Highly Urban/ Urban

1

2 14

No Yes z_F

0

0 6

No

z_No M Masters 19 Commercial $22,450 Van

2

17 Highly Urban/ Urban

1

1 9

Yes $0 z_No M Bachelors Professional 26 Private

Minivan

4 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $14,980 z_SUV

1

9 Highly Urban/ Urban

173124759 0

0 9

No

z_No M Masters Lawyer 33 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

2

3 15 No

Yes z_F Bachelors z_Blue Collar 15 Commercial

Van $0 0 $0 11 Highly Urban/ Urban

2

2 10

No $233,449 Yes z_F z_High School z_Blue Collar 5 Private $11,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 12

Yes

z_No M Bachelors Home Maker 10 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 7/9/61 0 12

No

Yes z_F Bachelors Manager 19 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

3

3 17

No

Yes M z_High School Student 39 Commercial $14,990 Minivan

2 $196 1 Highly Urban/ Urban

797612365 3 7/7/61 3 17 $3,151 No $107,534 Yes M z_High School Student 39 Commercial $5,620 Pickup $0 0 $4,102 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 23 Private $11,300 Sports Car

3 $0 11 Highly Urban/ Urban

0

0 9

No $0 z_No M z_High School z_Blue Collar 47 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 5

No z_No z_F z_High School Clerical 29 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

316450995 0 7/1/61 0 5 $29,879 No z_No z_F z_High School Clerical 29 Private

z_SUV

2 $0 7 Highly Urban/ Urban

0

0 13

No $0 z_No M z_High School Clerical 24 Private

Pickup $3,158 3

9 Highly Urban/ Urban

0 6/29/61 0 12

No

z_No M $8,256

3

1 Highly Urban/ Urban

0 6/29/61 0 8

No

Yes z_F Bachelors Manager 31 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

1

2 12

No

Yes z_F z_High School Clerical 32 Private

Minivan $613 2 $0 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F

1

1 7

Yes $0 z_No M z_High School z_Blue Collar 43 Private

Van

1

Highly Urban/ Urban

0

0 11

No Yes z_F Bachelors Professional 33 Private

z_SUV

2 $0 Highly Urban/ Urban

2

2 11

Yes $0 z_No M z_High School Clerical 27 Commercial $8,390 Pickup

3 $0 6 Highly Urban/ Urban

1 6/20/61 2 12

No

Yes M Bachelors Clerical 40 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

3 9

No

Yes z_F z_High School z_Blue Collar 37 Commercial

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 12 No

Yes M

Panel Truck $1,414 2 $0 1 Highly Urban/ Urban

1

1

Yes z_No z_F Bachelors Professional 22 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

3 6/13/61 3 10

No

Yes z_F Bachelors Manager 49 Private $13,900 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School Clerical 50 Private $14,990 z_SUV

1

9 Highly Urban/ Urban

0

3 14

Yes $0 z_No z_F z_High School Clerical 26 Private $6,210 Sports Car

1

8 Highly Urban/ Urban

0

0 6

No Yes z_F z_High School Home Maker 22 Private $25,040 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 12 $27,370 No

Yes M z_High School Clerical 14 Private

Minivan $0 0 $3,075 9 Highly Urban/ Urban

0 6/9/61 0 14

No

Yes z_F Masters Lawyer 44 Private $10,310 z_SUV

2

12 Highly Urban/ Urban

1

1 7 No $0 Yes z_F z_High School Student 40 Private

Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0 6/8/61 0 7

No

Yes M Bachelors Professional 27 Private $17,240 Minivan $0 0 $0 16 Highly Urban/ Urban

0 6/8/61 2 14

Yes $0 z_No z_F z_High School Clerical 49 Private $13,200 z_SUV $0 0

1 Highly Urban/ Urban

1

3 14

Yes

z_No z_F z_High School Clerical 13 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School Clerical 27 Commercial $8,140 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 6/6/61 2 14

Yes

z_No z_F Bachelors Professional 22 Private $5,300 Sports Car

2

17 Highly Urban/ Urban

0 6/6/61 0 15

No

Yes M Bachelors Professional 21 Private $16,800 Minivan

3

Highly Urban/ Urban

0

0 4

No

Yes M z_High School Clerical 29 Private $18,570 Van

2 $0 1 Highly Urban/ Urban

1

3 15

No

Yes M

0 6/4/61 0 No

Yes z_F PhD Lawyer 48 Private $16,810 Minivan $0 0 $0 14 Highly Urban/ Urban

0 6/4/61 1 11 $1,729 Yes $0 z_No M z_High School Student 35 Commercial $19,340 Van $0 0 $0 1 z_Highly Rural/ Rural

489119985 0 6/4/61 1 11 $1,729 Yes $0 z_No M z_High School Student 35 Commercial $8,860 Pickup $0 0

1 z_Highly Rural/ Rural

0

2 8

Yes $0 z_No z_F z_High School z_Blue Collar 66 Commercial $6,240 z_SUV $0 0

6 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No z_F z_High School Student 34 Commercial $16,880 z_SUV $0 0

12 z_Highly Rural/ Rural

0

0 11

No

Yes z_F z_High School Clerical 47 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 5/30/61 0 $20,299 No

Yes z_F

Sports Car $0 0 $0 1 Highly Urban/ Urban

2

3 11

No

Yes M PhD 15 Commercial

Van $0 0

12 Highly Urban/ Urban

0 5/28/61 0 10

No $0 z_No M z_High School Clerical 42 Commercial $5,300 Pickup

1

8 Highly Urban/ Urban

0

0 10 No

Yes M Masters Lawyer 23 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

2 5/27/61 2 6

Yes $0 z_No z_F Bachelors Manager 29 Private $20,120 z_SUV $5,068 2 $0 7 Highly Urban/ Urban

1

3 16

No

Yes M

Pickup $0 0 $0 8 z_Highly Rural/ Rural

1

1 9

No

Yes M

1 5/24/61 2 12

Yes

z_No M z_High School z_Blue Collar 26 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0 5/24/61 0 0 $0 No

Yes M z_High School Home Maker 23 Private $7,620 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M Masters Lawyer 20 Private $5,300 Minivan $0 0 $0 15 Highly Urban/ Urban

1

2 15

No

Yes z_F Bachelors Clerical 5 Private $8,230 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

344418903 1 5/22/61 2 15 $40,342 No $189,439 Yes z_F Bachelors Clerical 5 Private

Sports Car $0 0 $0 14 z_Highly Rural/ Rural

344418903 1 5/22/61 2 15 $40,342 No $189,439 Yes z_F Bachelors Clerical 5 Private $19,940 Sports Car $0 0 $0 14 z_Highly Rural/ Rural
111510092 0 5/22/61 4 17

No

Yes M Bachelors Clerical 38 Private $11,080 Pickup $0 0 $0 z_Highly Rural/ Rural

0

3

No

Yes z_F Bachelors Home Maker 80 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

2 12

No

Yes z_F z_High School Clerical 22 Private $10,500 z_SUV $0 0 $0 1 Highly Urban/ Urban

1 5/18/61 3 14

No

Yes M Bachelors z_Blue Collar 12 Commercial $14,210 Minivan

1

6 Highly Urban/ Urban

2

2 7

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

0 8

No

Yes z_F Bachelors Professional 31 Private $9,760 z_SUV

4 $0 6 Highly Urban/ Urban

0

2 15

Yes

z_No z_F Bachelors Manager 23 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

2 5/10/61 2 0 $0 Yes $0 z_No z_F Bachelors Student 13 Private $5,300 z_SUV

1 $0 13 z_Highly Rural/ Rural

0

3 5

No

Yes z_F z_High School z_Blue Collar 26 Commercial $14,660 Minivan $0 0 $0 1 Highly Urban/ Urban

1

2 13

Yes $0 z_No z_F Bachelors Clerical 39 Private

Minivan $0 0 $5,301 9 Highly Urban/ Urban

0 5/3/61 3 16

No

Yes z_F Bachelors Clerical 35 Private $7,100 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

0 9

No $0 z_No z_F Bachelors Clerical 19 Commercial $25,280 Pickup $0 0

13 Highly Urban/ Urban

0 5/2/61 0 9

No

Yes z_F Bachelors Clerical 43 Private

Sports Car $0 0 $0 Highly Urban/ Urban

2 5/2/61 3 7

No

Yes z_F

Minivan $0 0

9 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Professional 7 Private $5,300 Sports Car

2 $0 7 Highly Urban/ Urban

922780757 0 4/29/61 2 14 $54,064 No $201,418 Yes z_F Bachelors Professional 7 Private $12,220 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

0

No

Yes M PhD Professional 26 Commercial

Van $0 0 $0 10 Highly Urban/ Urban

2

3 7 $107,827 No

Yes M Bachelors z_Blue Collar 5 Commercial

Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

0 6

No

Yes M Masters 41 Commercial $21,900 Van $0 0 $0 9 Highly Urban/ Urban

1

1 12

No

Yes z_F

z_SUV $867 2

1 Highly Urban/ Urban

0

0 4

No

Yes M z_High School Clerical 32 Commercial

Pickup

1

Highly Urban/ Urban

2 4/21/61 3 13

No

Yes z_F Masters Manager 40 Private $12,300 Pickup $0 0 $0 23 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 63 Private $23,450 Minivan

2 $0 14 Highly Urban/ Urban

1

3 0 $0 No $0 Yes z_F

1

1 6 No

Yes z_F $773

1 Highly Urban/ Urban

0

2 14 No

Yes z_F z_High School Clerical 41 Private

z_SUV

3 $0 7 Highly Urban/ Urban

273566676 0 4/11/61 0 9

No $0 z_No z_F z_High School Student 39 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

273566676 0 4/11/61 0 9 $12,216 No $0 z_No z_F z_High School Student 53 Commercial $5,200 Sports Car $0 0

1 Highly Urban/ Urban

0 4/11/61 0 7

No

z_No M Bachelors Professional 19 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes M

944239689 0 4/6/61 0 0 $0 No $0 z_No M Bachelors Home Maker 75 Commercial $6,570 Pickup $0 0

1 Highly Urban/ Urban

944239689 0 4/6/61 0 0 $0 No $0 z_No M Bachelors Home Maker 22 Commercial $21,490 Van

2

Highly Urban/ Urban

1

2 0 $0 No $0 Yes z_F z_High School Student 24 Commercial

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

3 15

No

Yes z_F Bachelors z_Blue Collar 21 Commercial $19,090 Pickup

2

12 Highly Urban/ Urban

0 4/2/61 3 12

Yes $0 z_No z_F Bachelors Professional 36 Private $5,300 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

670318770 0 4/2/61 3 Yes $0 z_No z_F Bachelors Professional 36 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

670318770 0 4/2/61 3 Yes $0 z_No z_F Bachelors Professional 36 Private

Sports Car $0 0 $0 7 z_Highly Rural/ Rural

406648980 0

1 11

No

Yes z_F Bachelors z_Blue Collar 19 Private $5,200 Sports Car

1

Highly Urban/ Urban

406648980 0 3/31/61 1 11 $51,551 No $177,942 Yes z_F Bachelors z_Blue Collar 19 Private $15,380 z_SUV

3

Highly Urban/ Urban

1

1 14

Yes $0 z_No M z_High School z_Blue Collar 28 Commercial $9,230 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/21/61 0 12 No

Yes z_F Bachelors Professional 33 Private $20,850 Sports Car

3 $0 Highly Urban/ Urban

0 3/21/61 0 14

No $0 z_No M Bachelors Professional 50 Private $8,010 Minivan

2 $0 15 Highly Urban/ Urban

1 3/21/61 3 15

No

Yes z_F z_High School Home Maker 56 Private $5,200 Sports Car

1

1 Highly Urban/ Urban

0

2 9

Yes $0 z_No M Masters 36 Commercial

Panel Truck $0 0 $0 17 z_Highly Rural/ Rural

0 3/20/61 0 13

No $0 z_No z_F Bachelors Professional 61 Private $22,780 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 3/20/61 0 12

No

Yes z_F Bachelors Professional 36 Private $7,510 z_SUV $0 0 $0 13 Highly Urban/ Urban

954222851 0

0

No

Yes M z_High School z_Blue Collar 44 Commercial $5,200 Pickup

3

7 Highly Urban/ Urban

2 3/19/61 3 16

No

Yes z_F

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 15

No

z_No z_F Masters 26 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

0 3/18/61 2 15

Yes $0 z_No z_F z_High School Clerical 58 Private

z_SUV $6,510 1 $0 1 z_Highly Rural/ Rural

0

0 10 $17,028 No

z_No M

2 3/14/61 2 12

No

Yes z_F Masters Lawyer 64 Private $11,240 z_SUV $0 0

10 Highly Urban/ Urban

1

2 12

Yes z_No M $19,320

Van $0 0 $0 1 z_Highly Rural/ Rural

0 3/11/61 0 14

No

Yes M z_High School Clerical 43 Commercial

Pickup

2 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 34 Private $4,200 Minivan

1 $0 Highly Urban/ Urban

0 3/9/61 2 13

Yes $0 z_No z_F Masters Lawyer 56 Private $23,710 Minivan $0 0 $0 10 Highly Urban/ Urban

0 3/9/61 0 13

No

Yes M Bachelors Professional 15 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

1

2 11

Yes $0 z_No z_F z_High School Clerical 38 Private

z_SUV

2

1 z_Highly Rural/ Rural

0

1 11

No

Yes z_F Masters Manager 31 Private $16,560 Sports Car

2 $0 1 Highly Urban/ Urban

0 3/6/61 0 10

No $0 z_No z_F Bachelors Professional 53 Private $17,350 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

z_No M $3,252

3

4 Highly Urban/ Urban

0

2 8

No

Yes z_F z_High School Clerical 25 Private $9,690 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 3/3/61 2 14

No Yes z_F Masters Manager 34 Private $17,010 z_SUV $0 0 $0 16 Highly Urban/ Urban

1

2 0 $0 No $0 Yes M z_High School Student 17 Commercial $5,300 Minivan

2

5 Highly Urban/ Urban

0

0 10

No z_No z_F PhD Doctor 5 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

690716620 1

1 11

Yes

z_No M Bachelors Professional 39 Commercial

Panel Truck $5,255 2

8 Highly Urban/ Urban

1 2/26/61 3 13

Yes

z_No M Bachelors Clerical 33 Private

Minivan $30,254 3

8 Highly Urban/ Urban

0 2/26/61 1

Yes $0 z_No z_F z_High School Clerical 21 Private $16,370 z_SUV $0 0 $0 1 Highly Urban/ Urban

1

2 14

No

Yes z_F Bachelors z_Blue Collar 28 Commercial $13,800 z_SUV

2 $0 10 Highly Urban/ Urban

228836936 0 2/25/61 0 12

No $0 z_No M Masters Lawyer 47 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

726519526 0

3 11

Yes

z_No z_F z_High School Clerical 53 Private

z_SUV $0 0 $5,292 1 z_Highly Rural/ Rural

0 2/22/61 3 17

No

Yes z_F z_High School z_Blue Collar 58 Commercial $8,030 z_SUV

3

11 Highly Urban/ Urban

685834429 0 2/22/61 3 17 $77,830 No $157,793 Yes z_F z_High School z_Blue Collar 58 Commercial $11,630 z_SUV $0 0

11 Highly Urban/ Urban

1 2/21/61 3 13

Yes

z_No z_F Bachelors z_Blue Collar 58 Commercial

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 10 No $0 z_No z_F z_High School Clerical 12 Private $7,060 Sports Car

1 $0 1 Highly Urban/ Urban

139087691 0 2/12/61 0 10 No $0 z_No z_F z_High School Clerical 29 Private $11,310 z_SUV $0 0

1 Highly Urban/ Urban

0 2/12/61 0 11

No

z_No M Bachelors Professional 30 Commercial $17,850 Van $0 0 $0 3 z_Highly Rural/ Rural

139087691 0 2/12/61 0 10 No $0 z_No z_F z_High School Clerical 12 Private $7,060 Sports Car

2 $0 1 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Professional 28 Private

z_SUV $1,310 3 $0 4 Highly Urban/ Urban

0 2/8/61 0 12

No

Yes z_F

2

2 12

Yes $0 z_No M z_High School z_Blue Collar 25 Commercial $10,160 Pickup $0 0

1 Highly Urban/ Urban

0 2/6/61 0 13

No

Yes z_F Bachelors Home Maker 36 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/4/61 1 9

Yes $0 z_No M z_High School Professional 40 Commercial $5,300 Pickup $0 0

1 Highly Urban/ Urban

0 2/4/61 3 13

No

Yes M Bachelors z_Blue Collar 68 Commercial $13,150 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

0 0 $0 No $0 Yes z_F Bachelors Student 53 Private $11,530 z_SUV $0 0 $0 11 Highly Urban/ Urban

650499609 0 2/3/61 0 0 $0 No $0 Yes z_F Bachelors Student 29 Commercial $5,300 Sports Car $8,080 1

11 Highly Urban/ Urban

650499609 0 2/3/61 0 0 $0 No $0 Yes z_F Bachelors Student 53 Private

z_SUV $0 0

11 Highly Urban/ Urban

707840499 0

0 9

No

Yes M Bachelors Clerical 31 Private $15,610 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/1/61 0 11

No

Yes z_F Bachelors Clerical 55 Private $19,690 Pickup

2 $0 10 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 51 Private $22,740 z_SUV

2 $0 9 Highly Urban/ Urban

1 1/30/61 1 13 $7,443 No Yes M $5,803

1 Highly Urban/ Urban

0

0 9

No

z_No z_F Bachelors z_Blue Collar 22 Commercial $14,640 Minivan $0 0 $3,667 9 Highly Urban/ Urban

387596331 0 1/28/61 0 9 $62,290 No $223,013 z_No z_F Bachelors z_Blue Collar 22 Commercial $11,530 Sports Car

1

9 Highly Urban/ Urban

0 1/27/61 2 0 $0 Yes

z_No z_F $11,093

3

1 Highly Urban/ Urban

0 1/26/61 3 9

Yes $0 z_No z_F z_High School z_Blue Collar 9 Commercial $13,700 Sports Car

3 $0 5 z_Highly Rural/ Rural

3 1/26/61 3 11

No

Yes z_F Masters z_Blue Collar 34 Private $13,810 Minivan $0 0 $0 18 Highly Urban/ Urban

0 1/25/61 0 12

No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial $13,950 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

101209161 0 1/25/61 0 12 $73,664 No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial $15,110 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

2 1/25/61 3 15

No

Yes M

2 $0 7 Highly Urban/ Urban

0

2 10

No

Yes z_F z_High School Home Maker 84 Private $10,430 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 4

No

Yes M PhD Lawyer 26 Private $14,280 Minivan $0 0 $0 10 Highly Urban/ Urban

384934557 0

1 0 $0 No $0 Yes z_F $5,090

1

8 z_Highly Rural/ Rural

0 1/20/61 3 16

No

Yes z_F

0

0 11

No $206,587 Yes M Bachelors Professional 72 Private

Pickup $0 0 $0 7 z_Highly Rural/ Rural

2 1/18/61 3 14

Yes $0 z_No z_F z_High School z_Blue Collar 50 Commercial

Minivan $0 0

6 Highly Urban/ Urban

0 1/17/61 3 9

No

Yes z_F Bachelors z_Blue Collar 30 Commercial

Pickup

2 $0 10 Highly Urban/ Urban

1

3 6

No $118,100 Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/16/61 2 0 $0 No

Yes z_F z_High School Home Maker 17 Private $13,490 z_SUV $0 0 $2,829 8 Highly Urban/ Urban

0

0 15 No

Yes z_F

Sports Car $0 0

8 Highly Urban/ Urban

0 1/13/61 3 8

Yes

z_No z_F Bachelors Manager 23 Private

Sports Car

2 $0 9 Highly Urban/ Urban

1

2 12 $14,320 Yes

z_No z_F z_High School Home Maker 26 Private

Minivan

1 $6,880 4 Highly Urban/ Urban

0 1/10/61 0 9 No

Yes z_F z_High School Professional 64 Private $10,740 z_SUV $0 0 $0 13 Highly Urban/ Urban

26115892 0 1/10/61 0 12

No

Yes z_F Bachelors z_Blue Collar 10 Commercial $10,130 Minivan

3 $0 z_Highly Rural/ Rural

0 1/9/61 1 7

Yes

z_No z_F Bachelors Professional 30 Private $14,870 Sports Car

3 $0 Highly Urban/ Urban

1 1/6/61 3 12

No

Yes M Bachelors Home Maker 39 Private $11,810 Pickup $0 0 $0 14 z_Highly Rural/ Rural

2 1/6/61 3 0 $0 No $0 Yes z_F $22,380

z_SUV $2,531 3 $0 1 Highly Urban/ Urban

2

2 12

Yes $0 z_No z_F Masters Lawyer 28 Private $15,500 z_SUV

2

1 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Clerical 10 Private

Pickup

2 $0 17 Highly Urban/ Urban

699677378 0 1/4/61 0 8 $83,304 No $234,493 Yes z_F Bachelors Clerical 10 Private

z_SUV

2 $0 17 Highly Urban/ Urban

1 1/2/61 1 12

Yes $0 z_No M Bachelors Manager 19 Private $10,560 Pickup $0 0 $4,018 Highly Urban/ Urban

0 1/1/61 0 0 $0 No

Yes M

0

0 No

Yes z_F Masters Lawyer 15 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

3

3 9

Yes

z_No M Bachelors Clerical 61 Commercial

Van $4,326 4 $0 13 z_Highly Rural/ Rural

0 12/29/60 0 14

No

Yes M Bachelors Professional 32 Private $15,740 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Home Maker 5 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

1

2 13 $38,317 No

Yes z_F PhD Doctor 44 Private $1,500 Sports Car

1 $0 8 Highly Urban/ Urban

0 12/25/60 3 0 $0 No $0 Yes z_F

0

0 11 No

Yes M PhD Manager 49 Private

Van $0 0 $0 15 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors Professional 57 Private $15,120 Minivan

3 $0 4 z_Highly Rural/ Rural

1

1 12

No

Yes M Bachelors Professional 24 Commercial

Van

1 $0 6 Highly Urban/ Urban

0 12/21/60 2 0 $0 No

Yes z_F Bachelors Home Maker 25 Private $5,300 Sports Car

1 $0 8 Highly Urban/ Urban

287982920 1 12/21/60 1 12 $149,453 No $390,144 Yes M Bachelors Professional 24 Private $23,120 Minivan $0 0

6 Highly Urban/ Urban

991813736 1

4 16

No

Yes z_F

0

0 8

No

Yes z_F z_High School Professional 56 Commercial

Panel Truck

2

10 Highly Urban/ Urban

0

0 10

No $0 z_No z_F

z_SUV $2,820 3 $0 5 Highly Urban/ Urban

0 12/18/60 2 14

No Yes z_F

0 12/18/60 2 0 $0 No $0 Yes z_F

Sports Car

1

6 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/17/60 0

No

Yes M z_High School Professional 5 Commercial $9,870 Pickup

1

1 Highly Urban/ Urban

0

0 9

No

Yes M Masters Manager 19 Private $20,680 Van $0 0 $0 13 Highly Urban/ Urban

2

2 12

No

Yes z_F z_High School Clerical 57 Private $15,500 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 6

No

Yes z_F Masters 44 Commercial $23,260 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors z_Blue Collar 21 Commercial $16,480 Sports Car

3 $6,393 1 Highly Urban/ Urban

0 12/11/60 2 11

Yes

z_No M Bachelors Manager 5 Commercial

Panel Truck

1 $0 14 Highly Urban/ Urban

0

1 10

Yes

z_No z_F Bachelors Professional 27 Private $14,440 z_SUV $0 0 $0 8 Highly Urban/ Urban

420936375 0 12/9/60 0 0 $0 No

Yes M

Van

2

1 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 38 Private

Minivan $8,450 1 $0 15 z_Highly Rural/ Rural

1 12/8/60 2 0 $0 Yes $0 z_No z_F

0 12/8/60 0 14

No

Yes M z_High School Clerical 31 Private $12,270 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

2 14

No

Yes M Bachelors z_Blue Collar 41 Commercial $17,680 Van $0 0

10 Highly Urban/ Urban

968418547 0 12/7/60 2 14 $58,833 No $193,644 Yes M Bachelors z_Blue Collar 41 Commercial

Minivan

1

10 Highly Urban/ Urban

0

0 10

No $0 z_No z_F $2,288

8 Highly Urban/ Urban

1

2 15 $10,678 No

Yes M

0

2 11

No

Yes z_F $23,020

Pickup $0 0

1 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors Professional 43 Commercial

Panel Truck

2 $0 10 Highly Urban/ Urban

0 12/1/60 0 13

No

Yes z_F PhD Professional 9 Private $17,970 Minivan

1 $0 22 Highly Urban/ Urban

0

0 7

No

Yes z_F Bachelors Home Maker 13 Private $13,990 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 11/28/60 3 13

No

Yes M Masters Lawyer 45 Private $15,150 Minivan $0 0 $0 17 Highly Urban/ Urban

0

2 10

Yes

z_No M Bachelors Professional 33 Commercial $11,310 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

0 6

No

Yes M Masters 30 Commercial

Van $0 0 $0 18 Highly Urban/ Urban

40478781 1

1 8

No

Yes z_F Bachelors Clerical 29 Private $20,690 z_SUV

2 $0 11 z_Highly Rural/ Rural

0

0 9

No $0 Yes M $1,770

Minivan $0 0

1 Highly Urban/ Urban

3

3 15

No

Yes M z_High School z_Blue Collar 35 Commercial $9,790 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

0 11 No $0 Yes z_F z_High School Student 44 Private $5,730 z_SUV $0 0 $5,175 11 z_Highly Rural/ Rural

0

0 7

No

z_No z_F Bachelors Professional 14 Private $15,070 Minivan $0 0 $0 3 Highly Urban/ Urban

0

0 10

No

Yes z_F

0

0 11

No

Yes z_F

0 11/17/60 3 12

Yes

z_No z_F Bachelors Professional 11 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

741663347 0 11/17/60 3 12 $107,958 Yes z_No z_F Bachelors Professional 11 Private $16,430 Minivan

1 $0 Highly Urban/ Urban

0

0 13 No

Yes M z_High School Clerical 7 Commercial $5,480 Pickup

2

1 Highly Urban/ Urban

0

2 6

No

Yes M Masters Lawyer 59 Private

Pickup $6,050 2 $0 1 Highly Urban/ Urban

25537181 0

0 12

No

Yes M Bachelors z_Blue Collar 48 Private $4,740 Pickup $0 0

6 Highly Urban/ Urban

0

0 11

No $0 z_No M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Manager 42 Private

z_SUV

3 $0 11 Highly Urban/ Urban

0

0

No

Yes z_F z_High School z_Blue Collar 51 Commercial $14,440 Minivan $0 0 $0 8 z_Highly Rural/ Rural

1

1 0 $0 No

Yes M z_High School Home Maker 19 Private

Minivan

1 $0 1 Highly Urban/ Urban

0

2 12

Yes $0 z_No M

Pickup $2,610 3 $4,347 7 Highly Urban/ Urban

2

2 11 $30,290 No

Yes z_F $2,787

3

1 Highly Urban/ Urban

116102677 1

4 12

No

Yes z_F z_High School Home Maker 21 Private $5,400 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 11/6/60 0 11

No

Yes M Bachelors z_Blue Collar 18 Commercial $5,400 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 15

No

Yes M z_High School Manager 26 Private $14,670 Minivan $0 0 $0 7 Highly Urban/ Urban

2

2 14

No

Yes M Bachelors z_Blue Collar 19 Commercial $20,090 Van

2 $0 11 Highly Urban/ Urban

0 11/3/60 0 8

No $0 z_No z_F Bachelors Manager 54 Private $22,810 z_SUV

2 $0 11 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F Bachelors Manager 42 Private $12,690 z_SUV $0 0 $0 12 Highly Urban/ Urban

16259639 0 11/2/60 2 12 $52,052 Yes $0 z_No z_F Bachelors Manager 31 Private $21,980 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 6 Commercial $10,370 Pickup $0 0 $0 9 Highly Urban/ Urban

983789161 1 11/1/60 2 13

No

Yes M

0

0 11

No $0 z_No M PhD 34 Commercial $20,520 Van $0 0

17 Highly Urban/ Urban

0

0 13

No $0 z_No z_F PhD Manager 33 Private $7,350 z_SUV $1,650 2 $0 17 Highly Urban/ Urban

1 10/29/60 3 12

Yes $0 z_No z_F z_High School Student 9 Commercial $7,050 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 9

No

Yes z_F Masters Manager 45 Private

z_SUV

2 $0 1 Highly Urban/ Urban

1

2 11

No $0 Yes z_F z_High School Student 10 Private

z_SUV $0 0

6 Highly Urban/ Urban

0 10/24/60 0 7

No

Yes z_F Bachelors Manager 8 Private $29,170 Pickup $0 0 $0 13 Highly Urban/ Urban

800368765 0 10/24/60 1 17

No

Yes z_F

132147876 0 10/24/60 0 7 $140,469 No $351,523 Yes z_F Bachelors Manager 8 Private $15,550 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 10/24/60 0 7

No $0 z_No z_F Bachelors Home Maker 32 Private $9,730 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

1 11

No

Yes z_F z_High School Professional 38 Private $8,620 z_SUV

2 $3,349 1 Highly Urban/ Urban

0

1

No

Yes z_F Bachelors z_Blue Collar 56 Private $12,620 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 44 Private $12,770 Minivan $0 0 $0 11 Highly Urban/ Urban

0

3 15 $48,741 No

Yes M Masters 31 Commercial $25,460 Panel Truck

2 $0 21 Highly Urban/ Urban

0 10/20/60 2 16

No

Yes M z_High School z_Blue Collar 23 Commercial $29,250 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

1 10/20/60 1 10 No

Yes M Bachelors Manager 40 Private $5,400 Minivan

1 $0 10 Highly Urban/ Urban

0 10/20/60 0 10

No

z_No z_F Bachelors Professional 29 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

482073984 0 10/20/60 0

No

Yes M Bachelors Professional 33 Private $5,300 Pickup

3 $0 6 Highly Urban/ Urban

491050222 0 10/20/60 3 15 $48,741 No $158,683 Yes M Masters 31 Commercial

Panel Truck $0 0 $0 21 Highly Urban/ Urban

482073984 0 10/20/60 0 $94,059 No $286,323 Yes M Bachelors Professional 33 Commercial

Panel Truck $0 0

6 Highly Urban/ Urban

0 10/20/60 0 11

No

Yes z_F

0

0 10

No

Yes M Bachelors z_Blue Collar 39 Commercial $14,010 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 6 No $0 z_No z_F Masters Lawyer 51 Private $12,880 Minivan $0 0

z_Highly Rural/ Rural

0

0 8

No Yes M Masters Manager 20 Private $8,450 Pickup $0 0 $0 11 Highly Urban/ Urban

335375976 0

1 10

No

Yes z_F Bachelors Home Maker 57 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School z_Blue Collar 29 Commercial $7,660 z_SUV

2

1 Highly Urban/ Urban

1

3 13

No

Yes z_F Bachelors Clerical 32 Private $23,420 Sports Car

1 $0 1 z_Highly Rural/ Rural

0

0 No $0 Yes z_F $4,697

1 $0 1 Highly Urban/ Urban

0 10/8/60 0 15

No

Yes z_F z_High School z_Blue Collar 32 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors z_Blue Collar 41 Commercial $19,530 Van

2 $0 13 Highly Urban/ Urban

705448628 0 10/7/60 0 11 $80,021 No $264,048 z_No M Bachelors z_Blue Collar 41 Commercial

Pickup

3 $0 13 Highly Urban/ Urban

0

0 6

No

Yes z_F

0

0 8

No

z_No z_F

z_SUV

1 $0 5 Highly Urban/ Urban

0 10/5/60 0 9

No $0 z_No z_F Bachelors Clerical 59 Private $8,370 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 11

No

Yes M Bachelors z_Blue Collar 34 Commercial

Minivan

1 $0 13 Highly Urban/ Urban

1

3 0 $0 Yes $0 z_No z_F Bachelors Home Maker 39 Private $6,580 z_SUV $0 0

1 z_Highly Rural/ Rural

89485818 1 10/3/60 2 11

No

Yes z_F z_High School z_Blue Collar 52 Private

Minivan $0 0 $3,931 1 Highly Urban/ Urban

0

1 11

Yes

z_No M Bachelors z_Blue Collar 25 Commercial $8,480 Pickup

2 $0 6 Highly Urban/ Urban

753621305 1

1 14 No

Yes z_F Bachelors z_Blue Collar 40 Commercial $12,370 z_SUV

1 $0 8 Highly Urban/ Urban

0 9/30/60 0 12

No

z_No M Masters Lawyer 9 Private $1,500 Minivan

1 $0 6 Highly Urban/ Urban

0 9/30/60 0 13

No

Yes M Bachelors Manager 24 Private $13,190 Minivan $0 0 $0 11 Highly Urban/ Urban

753621305 1 9/30/60 1 14 No $178,545 Yes z_F Bachelors z_Blue Collar 40 Commercial $11,780 Sports Car

2 $5,289 8 Highly Urban/ Urban

2

3

Yes $0 z_No z_F Masters Lawyer 27 Private $5,400 z_SUV $0 0 $2,424 15 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Professional 27 Private $18,170 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 46 Private $10,370 Pickup $0 0 $0 10 Highly Urban/ Urban

1

2 14

No

Yes z_F Bachelors z_Blue Collar 5 Commercial $11,620 z_SUV $0 0

10 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 45 Commercial

z_SUV $0 0 $2,777 8 Highly Urban/ Urban

0 9/24/60 0 11

No

Yes M z_High School Clerical 38 Private $9,950 Pickup

3 $0 1 Highly Urban/ Urban

1

1 11

No

Yes z_F z_High School Clerical 32 Private $10,490 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 9

No $0 z_No z_F Masters Manager 28 Private

Sports Car

1 $0 15 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Doctor 42 Private $28,800 Minivan $0 0 $0 19 Highly Urban/ Urban

1 9/21/60 1 5

No

Yes z_F Bachelors Manager 50 Private $20,680 Minivan

2 $0 6 Highly Urban/ Urban

0

0 5

No

Yes M z_High School Clerical 69 Private $21,990 Minivan

3

z_Highly Rural/ Rural

0

1 6

No

Yes z_F Bachelors Professional 28 Private $7,100 z_SUV $0 0

Highly Urban/ Urban

137784529 0 9/17/60 1 6 $56,014 No $234,014 Yes z_F Bachelors Professional 28 Private

Pickup $0 0 $0 Highly Urban/ Urban

0 9/17/60 0 9

No $0 z_No z_F Masters Professional 19 Private $19,760 Minivan

3 $0 15 Highly Urban/ Urban

2 9/17/60 2 11 $138 Yes $0 z_No M

0

1 13

No

Yes z_F Bachelors z_Blue Collar 44 Commercial $9,290 z_SUV $0 0 $706 10 Highly Urban/ Urban

1

2 14

No

Yes M Masters 21 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0

2 13

No

Yes M PhD Doctor 46 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

3 13 $79,415 No

Yes z_F z_High School z_Blue Collar 45 Commercial

Minivan

1 $0 10 Highly Urban/ Urban

3 9/11/60 5 14

No $0 Yes M $7,621

2

1 Highly Urban/ Urban

2

3 0 $0 Yes $0 z_No z_F PhD Home Maker 30 Commercial $22,810 Pickup $0 0

19 Highly Urban/ Urban

1

2 14

No

Yes M

0 9/9/60 0 10

No

z_No M Bachelors z_Blue Collar 68 Private $3,350 Minivan

2 $3,423 14 z_Highly Rural/ Rural

0

2 13

No

Yes z_F Bachelors z_Blue Collar 19 Commercial $5,400 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

2 8

No

Yes z_F z_High School z_Blue Collar 21 Commercial

z_SUV

1 $0 11 Highly Urban/ Urban

1 9/7/60 2 8 $15,790 Yes $0 z_No z_F PhD Lawyer 24 Private $23,970 z_SUV

2

8 Highly Urban/ Urban

1 9/7/60 3 10

Yes $0 z_No z_F z_High School z_Blue Collar 27 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1

2 13

No

Yes M z_High School Manager 6 Private $10,210 Pickup $0 0

Highly Urban/ Urban

0

0 0 $0 No Yes z_F z_High School Student 35 Private $9,460 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial

Van

2 $0 9 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Manager 26 Commercial $10,260 Pickup $0 0 $0 14 Highly Urban/ Urban

111008804 0 9/1/60 0 10

No $0 z_No z_F Bachelors z_Blue Collar 21 Private $19,960 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 16

No

Yes M z_High School z_Blue Collar 40 Commercial $14,610 Minivan $0 0

1 Highly Urban/ Urban

0 8/31/60 0 13

No $0 z_No M Bachelors z_Blue Collar 6 Commercial

Minivan $0 0 $0 12 Highly Urban/ Urban

0 8/31/60 0 10

No $0 z_No z_F Bachelors Professional 53 Private

Sports Car

1

1 Highly Urban/ Urban

0 8/31/60 4 12 No $0 Yes z_F z_High School Student 18 Private $5,400 z_SUV

3 $262 Highly Urban/ Urban

0

0 8

No

Yes M z_High School Professional 25 Commercial $5,400 Pickup $0 0 $0 5 Highly Urban/ Urban

299784097 0

0 13

No

Yes M z_High School Clerical 45 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

855292358 0

1 13

No

Yes M Bachelors Manager 46 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

855292358 0 8/27/60 1 13 $91,164 No $258,261 Yes M Bachelors Manager 17 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 13

No $0 Yes z_F

0

1 0 $0 No $0 Yes z_F

0 8/24/60 1 12

Yes

z_No z_F

3 $7,800 6 Highly Urban/ Urban

2

2 7

No

Yes z_F Masters Lawyer 32 Private $18,960 Minivan

1 $0 15 Highly Urban/ Urban

0 8/23/60 3 14

Yes $0 z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 8/23/60 0 12

No

Yes z_F Bachelors Clerical 26 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

846904796 0 8/23/60 3 14 $51,524 Yes $0 z_No z_F 846904796 0 8/23/60 3 14 $51,524 Yes $0 z_No z_F $8,454

3 $3,857 1 Highly Urban/ Urban

846904796 0 8/23/60 3 14 Yes $0 z_No z_F

z_SUV

2

Highly Urban/ Urban

0

0 0 $0 No

z_No z_F Bachelors Home Maker 103 Private $5,400 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

3 16 $42,535 No

Yes M z_High School Clerical 22 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0 8/20/60 0 11

No $0 z_No M Masters Manager 29 Commercial

Van

3

Highly Urban/ Urban

313782874 0 8/20/60 3 16 $42,535 No $189,139 Yes M z_High School Clerical 22 Private $13,350 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 10

No z_No M Masters Lawyer 24 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

2

3 12

No Yes z_F Bachelors Clerical 43 Commercial $7,210 z_SUV $0 0

9 Highly Urban/ Urban

0 8/18/60 0 12

No

Yes z_F Masters Lawyer 14 Private $6,130 Sports Car $0 0 $0 Highly Urban/ Urban

2

2 12

No

Yes z_F PhD Lawyer 5 Private

Van $0 0 $0 13 Highly Urban/ Urban

755132407 0

3 8

No

Yes z_F $6,481

3 Highly Urban/ Urban

0

1 11

No

Yes z_F Masters Professional 26 Private $28,290 Pickup $0 0 $0 1 Highly Urban/ Urban

0 8/13/60 0

No

Yes z_F z_High School z_Blue Collar 32 Private $9,030 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 8

No

Yes M

Panel Truck $0 0

6 Highly Urban/ Urban

0

0 13

No

Yes z_F $3,125

6 Highly Urban/ Urban

0

0 9 No

Yes M z_High School z_Blue Collar 67 Commercial $1,500 Minivan $0 0 $0 8 z_Highly Rural/ Rural

994354180 0 8/9/60 0 9 No $118,758 Yes M z_High School z_Blue Collar 67 Commercial $4,390 Minivan $0 0 $0 8 z_Highly Rural/ Rural
611621243 1

2 14

No

Yes z_F z_High School z_Blue Collar 32 Commercial $15,010 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

3 12

Yes

z_No z_F Bachelors Clerical 43 Private $10,590 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

1

1 13

No

Yes z_F Bachelors Clerical 21 Private $14,480 Minivan $0 0 $0 9 Highly Urban/ Urban

779542452 0 8/5/60 1 12

Yes $0 z_No z_F Bachelors Professional 19 Private

Minivan

1 $0 14 Highly Urban/ Urban

735267214 1

1 13

No Yes z_F Masters Manager 26 Private $10,170 z_SUV

1 $0 11 Highly Urban/ Urban

1

2 13

Yes

z_No z_F Bachelors z_Blue Collar 38 Commercial

z_SUV

2 $0 13 Highly Urban/ Urban

447424610 2

2 10

No Yes M z_High School z_Blue Collar 34 Commercial

Minivan

2 $0 9 Highly Urban/ Urban

0

0 10

No

z_No M z_High School z_Blue Collar 60 Commercial $8,960 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 10

No

Yes M Bachelors z_Blue Collar 38 Commercial

Van $0 0 $0 13 Highly Urban/ Urban

0 7/26/60 1 0 $0 Yes $0 z_No z_F Bachelors Student 15 Private $19,470 z_SUV $0 0

8 z_Highly Rural/ Rural

27227013 1 7/26/60 2 11 $19,785 No

Yes z_F $26,210

Sports Car $0 0 $0 8 Highly Urban/ Urban

1

1 14

No

Yes M z_High School Professional 38 Private $22,780 Minivan $0 0 $0 1 Highly Urban/ Urban

84888394 0 7/25/60 0 9

No $0 z_No z_F z_High School Clerical 47 Private

Sports Car $7,191 1

1 Highly Urban/ Urban

0 7/25/60 0 12

No

z_No M $2,720

Minivan $0 0

1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 51 Private $7,240 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No z_F Bachelors Student 38 Commercial $5,400 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 7/19/60 0 No $0 z_No z_F Masters Lawyer 14 Private $10,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 20 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

1 7/18/60 3 14

No

Yes z_F Bachelors Clerical 27 Private $13,740 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 9

No $0 z_No z_F PhD Lawyer 44 Private $5,400 Sports Car

2

18 Highly Urban/ Urban

0

0 6 No z_No M

2

3 17

No

Yes M Masters 36 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 7/15/60 3 17

No $0 Yes z_F

0

0 9

No $0 z_No z_F z_High School Clerical 44 Private

Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0

2 15

No

Yes M z_High School Professional 5 Private $15,220 Minivan

4 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Manager 23 Private $9,780 Pickup

2 $0 1 Highly Urban/ Urban

1 7/8/60 2 7

No $0 Yes M $3,973

1 $0 Highly Urban/ Urban

0

3 12

No

Yes M z_High School Manager 31 Commercial $8,700 Pickup $0 0 $0 1 Highly Urban/ Urban

0 7/6/60 0 0 $0 No $0 Yes M z_High School Student 34 Commercial $18,770 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Clerical 5 Private

z_SUV

1 $0 7 Highly Urban/ Urban

1 7/5/60 3 14

No

Yes z_F z_High School Clerical 58 Private $21,390 z_SUV

2 $0 5 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School Clerical 11 Private $7,230 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

577158477 0 7/4/60 0 10

No $0 z_No M Masters Professional 52 Private $12,480 Minivan $0 0 $0 14 Highly Urban/ Urban

0

2

No

Yes z_F Bachelors Manager 33 Private $9,560 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

2 12

No

Yes M z_High School z_Blue Collar 42 Commercial $7,470 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

2 13

No

Yes M

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 46 Private $5,400 z_SUV

3 $0 Highly Urban/ Urban

0 6/29/60 3 16

No

Yes M z_High School z_Blue Collar 34 Commercial $14,000 Minivan $0 0

9 Highly Urban/ Urban

1

1 13

No

Yes z_F

Minivan $0 0

1 Highly Urban/ Urban

1

3 14

Yes

z_No z_F Bachelors Professional 87 Private $14,580 z_SUV

3

7 Highly Urban/ Urban

0 6/27/60 0 0 $0 No $0 Yes z_F z_High School Student 55 Commercial $5,400 Sports Car

3

8 Highly Urban/ Urban

0

0 11

No $0 z_No z_F $10,535

1 $0 1 Highly Urban/ Urban

0

0 9

No

Yes z_F

0

0 6

No

Yes M Bachelors Professional 39 Commercial $21,430 Van

1

9 Highly Urban/ Urban

2

2

No

Yes z_F z_High School Professional 5 Commercial $17,510 Pickup $0 0 $0 7 Highly Urban/ Urban

0

2 12

No

Yes M z_High School Professional 18 Private $4,960 Pickup $0 0 $0 1 Highly Urban/ Urban

0

3 7

Yes $0 z_No z_F Bachelors Clerical 35 Private

z_SUV $0 0

10 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Manager 30 Commercial

Van $0 0 $0 18 Highly Urban/ Urban

205543280 0 6/14/60 0 9

No $0 z_No z_F Bachelors Manager 58 Private $9,930 z_SUV

1

Highly Urban/ Urban

0

2 13 $26,840 Yes

z_No M Masters Lawyer 26 Private $21,950 Van

3 $0 9 Highly Urban/ Urban

570595259 0 6/10/60 2 13 $26,840 Yes $143,884 z_No M Masters 26 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 35 Commercial

z_SUV $0 0 $0 13 Highly Urban/ Urban

0 6/9/60 0 12

No

Yes z_F

0

0 11 No $64,192 z_No z_F z_High School Home Maker 52 Private

Sports Car

2 $0 1 z_Highly Rural/ Rural

1

2 13

Yes $0 z_No M z_High School Clerical 50 Private $11,300 Pickup

2

7 Highly Urban/ Urban

0

3 7

No

Yes z_F z_High School Clerical 33 Private

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0 6/5/60 0 5

No

z_No z_F z_High School z_Blue Collar 7 Commercial $5,400 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

1 13

Yes $0 z_No z_F Masters Lawyer 37 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Student 53 Commercial

Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 5/31/60 3 14

No

Yes M Bachelors Professional 45 Commercial $23,610 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

1

2 12

Yes $0 z_No M Bachelors Professional 37 Private

Minivan

2 $4,771 12 Highly Urban/ Urban

0 5/30/60 1

Yes $0 z_No M

Panel Truck

1 $0 5 z_Highly Rural/ Rural

0

0 No

Yes M Bachelors Clerical 15 Commercial

Van $654 3

11 Highly Urban/ Urban

2

3 10

Yes $0 z_No M

Panel Truck

3 $0 1 z_Highly Rural/ Rural

1

2 0 $0 Yes

z_No z_F z_High School Home Maker 20 Private $6,670 z_SUV

1 $0 10 Highly Urban/ Urban

22340563 1

3 17

No

Yes M z_High School Clerical 68 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

1 5/25/60 2 14 $24,546 No

Yes z_F z_High School z_Blue Collar 5 Commercial

z_SUV

2 $0 10 Highly Urban/ Urban

0

3 14

No Yes z_F

0

1 15

No

Yes z_F z_High School Clerical 39 Private $13,140 z_SUV

3

7 z_Highly Rural/ Rural

0 5/17/60 0 11

No

Yes M

0

2 7

Yes $0 z_No z_F Bachelors Student 44 Private $5,500 z_SUV $0 0

10 z_Highly Rural/ Rural

0

2 12

No

Yes M

0

0 7

No $0 z_No M z_High School Clerical 39 Commercial $9,200 Pickup

3

1 Highly Urban/ Urban

541831702 0 5/12/60 0

No

Yes z_F Masters Lawyer 9 Private $7,640 z_SUV

3 $0 19 Highly Urban/ Urban

0

3 12 No $0 Yes z_F Bachelors Student 7 Commercial $6,930 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 5/11/60 2 9

No

Yes z_F z_High School z_Blue Collar 32 Commercial

z_SUV

1

10 Highly Urban/ Urban

0 5/11/60 0 9

No

Yes M z_High School z_Blue Collar 5 Commercial

Pickup $0 0

5 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors z_Blue Collar 25 Commercial $21,380 Van $0 0 $5,563 8 Highly Urban/ Urban

470683166 0 5/10/60 0 10 $116,247 No $0 z_No M Bachelors z_Blue Collar 25 Commercial $1,500 Minivan $0 0

8 Highly Urban/ Urban

0 5/10/60 2 13

Yes $0 z_No z_F $7,415

3

4 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors z_Blue Collar 16 Private $26,370 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Manager 34 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

0 11

No

z_No M z_High School Professional 22 Commercial $10,950 Pickup $0 0 $0 8 z_Highly Rural/ Rural

1

1 12 Yes $0 z_No M

1 Highly Urban/ Urban

0 5/3/60 3 11

Yes $0 z_No z_F z_High School Manager 53 Private $10,340 Minivan $0 0 $0 12 Highly Urban/ Urban

0

3 12

No

Yes M z_High School z_Blue Collar 42 Commercial $5,400 Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/2/60 1 8

No

Yes z_F Masters Lawyer 25 Private $10,910 z_SUV

2 $0 21 Highly Urban/ Urban

0

3 12

Yes $0 z_No z_F PhD Lawyer 52 Private $9,720 z_SUV $0 0 $2,474 13 Highly Urban/ Urban

1 4/30/60 2 5

No

Yes z_F

z_SUV $7,120 2 $0 1 Highly Urban/ Urban

0

0 6

No

Yes z_F Bachelors Clerical 49 Private

Sports Car $0 0 $0 13 Highly Urban/ Urban

1

1 12

No

Yes M z_High School Manager 44 Private

Minivan

3 $0 10 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 54 Private $3,200 Minivan

1 $0 Highly Urban/ Urban

711833264 1

1 13

No

Yes z_F Bachelors Clerical 66 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 11 No

z_No M Bachelors Professional 31 Commercial $17,580 Van

3 $0 14 Highly Urban/ Urban

0 4/24/60 2 13

No

Yes z_F Bachelors Professional 52 Private $20,960 Minivan

1 $0 9 Highly Urban/ Urban

2

2 11

No

Yes z_F z_High School z_Blue Collar 49 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 12

Yes $0 z_No z_F z_High School Clerical 29 Private $8,310 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2

3 12

No

Yes z_F z_High School z_Blue Collar 42 Commercial $9,360 Sports Car

2

10 Highly Urban/ Urban

446316742 0

0 8

No

z_No z_F Bachelors z_Blue Collar 39 Commercial $15,180 z_SUV

1

9 Highly Urban/ Urban

0

0 14

No $0 z_No M

1 Highly Urban/ Urban

0

1 7

No Yes M z_High School z_Blue Collar 22 Commercial

Van $0 0

5 Highly Urban/ Urban

0 4/15/60 0 13

No

Yes z_F Masters Lawyer 19 Private $8,530 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Professional 49 Private $7,330 z_SUV

2 $0 11 Highly Urban/ Urban

1

2 10

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

845037017 0

0 12 $33,570 No

z_No M Bachelors Clerical 44 Private $7,410 Pickup $0 0 $2,519 11 z_Highly Rural/ Rural

3 4/11/60 3 14

Yes

z_No z_F Masters Manager 37 Private $9,830 Sports Car

3

Highly Urban/ Urban

845037017 0 4/11/60 0 12 $33,570 No $189,197 z_No M Bachelors Clerical 44 Private $8,520 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

2

No

Yes M

Minivan

2 $0 1 Highly Urban/ Urban

0 4/10/60 0 10

No

Yes M Bachelors Manager 11 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Manager 31 Private $13,810 z_SUV

4

16 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School Clerical 30 Private $8,510 Minivan

2

13 Highly Urban/ Urban

0 4/3/60 0 $0 No

Yes M Bachelors Home Maker 52 Private $18,420 Minivan

1 $0 7 Highly Urban/ Urban

552499053 1 4/3/60 2 12 $956 No $0 Yes z_F Bachelors Student 25 Commercial $17,550 z_SUV $0 0 $0 9 z_Highly Rural/ Rural
397105130 1

2 14 $30,600 No

Yes M

0

0 10

No $0 z_No M Bachelors Professional 45 Private

Minivan

1 $4,704 12 Highly Urban/ Urban

0 4/1/60 2 15

No

Yes M

0

2 10

No

Yes M z_High School Clerical 47 Commercial $20,570 Van $0 0 $0 1 z_Highly Rural/ Rural

552882821 0 3/31/60 0 9

No

z_No z_F z_High School z_Blue Collar 5 Commercial

Pickup $0 0

4 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors z_Blue Collar 42 Commercial $10,880 Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 9 Commercial

Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

2 12

Yes $0 z_No M Masters Lawyer 18 Private $1,500 Minivan $0 0 $0 14 z_Highly Rural/ Rural

1

2 0 $0 No

Yes z_F z_High School Home Maker 27 Private $8,490 z_SUV $0 0 $0 6 Highly Urban/ Urban

3

3 13

No

Yes M Bachelors z_Blue Collar 36 Commercial

Panel Truck

2

1 Highly Urban/ Urban

0

3 16

No

Yes z_F

Pickup $6,937 1

7 Highly Urban/ Urban

850807236 0 3/16/60 3 16 $22,626 No $60,718 Yes z_F $5,764

1 $0 7 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Professional 16 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

0 3/15/60 0 13

No

Yes M PhD Lawyer 54 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

774563716 0 3/15/60 0 12 $38,924 No $185,320 Yes M z_High School Professional 16 Private $9,290 Pickup $1,794 2 $0 Highly Urban/ Urban

0

1

Yes $0 z_No M $8,673

3

1 Highly Urban/ Urban

1 3/14/60 2

Yes $0 z_No z_F

3 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 46 Commercial $23,790 Panel Truck

1 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 11 Commercial

Pickup $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes M Masters 29 Commercial

Panel Truck

1 $0 21 Highly Urban/ Urban

0

0 14

No $0 z_No M Bachelors Professional 36 Private $12,740 Minivan $3,320 1 $0 7 Highly Urban/ Urban

0 3/9/60 0 10

No

Yes z_F PhD Lawyer 24 Private $16,300 z_SUV $0 0 $0 19 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F z_High School Home Maker 5 Private $5,400 Sports Car

3

6 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 41 Commercial

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 3/5/60 0 15

No

Yes z_F Masters Lawyer 42 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

342815012 1 3/5/60 1 15

No

Yes z_F z_High School Clerical 11 Private $11,490 Sports Car

1 $6,042 2 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F PhD Home Maker 47 Private $15,290 Sports Car $1,344 4 $0 12 Highly Urban/ Urban

0 3/3/60 2 12

Yes $0 z_No z_F z_High School Student 69 Commercial $16,230 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

1 0 $0 Yes $0 z_No z_F Bachelors Student 31 Commercial $5,400 Sports Car $0 0

10 Highly Urban/ Urban

704558578 0 3/2/60 1 0 $0 Yes $0 z_No z_F Bachelors Student 31 Commercial $5,400 z_SUV

1 $0 10 Highly Urban/ Urban

1

2 15

Yes $0 z_No M Masters Manager 6 Commercial

Van $35,577 3

12 Highly Urban/ Urban

1 3/1/60 2 13

No

Yes z_F z_High School Clerical 38 Private $9,830 z_SUV

2

1 Highly Urban/ Urban

0 3/1/60 0 10

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial $5,600 z_SUV $0 0

10 Highly Urban/ Urban

2 3/1/60 2

No

Yes M Masters Manager 25 Private $23,610 Minivan

1

16 Highly Urban/ Urban

0 2/29/60 2 0 $0 No

Yes z_F

1

1 16

No $0 Yes z_F

Pickup

2

1 Highly Urban/ Urban

0 2/28/60 3 0 $0 Yes

z_No z_F z_High School Home Maker 56 Private $5,400 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 8

No $0 z_No z_F PhD 55 Commercial

Pickup

4 $4,090 18 Highly Urban/ Urban

0 2/27/60 0 7

No

Yes M z_High School Clerical 8 Private

Pickup

1 $0 1 Highly Urban/ Urban

0 2/26/60 2 12

Yes $0 z_No M Masters 37 Commercial

Panel Truck

2 $0 14 Highly Urban/ Urban

0 2/25/60 0 9

No

z_No z_F Bachelors Manager 29 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0 2/25/60 0 0 $0 No $0 z_No z_F Bachelors Home Maker 41 Commercial $10,070 z_SUV

2

14 Highly Urban/ Urban

0 2/25/60 0 11

No $0 z_No z_F $4,031

1

6 Highly Urban/ Urban

0 2/24/60 2 0 $0 Yes z_No M

676967525 0

1 0 $0 Yes z_No z_F $13,647

2

1 Highly Urban/ Urban

0 2/21/60 0 14

No

Yes M Bachelors Professional 29 Commercial $24,480 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

279799481 0 2/21/60 0 14 $93,077 No $244,764 Yes M Bachelors Professional 29 Private $14,710 Minivan $0 0 $0 1 z_Highly Rural/ Rural

279799481 0 2/21/60 0 14 $93,077 No $244,764 Yes M Bachelors Professional 29 Private $14,710 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/20/60 0 11

No

Yes M Bachelors Manager 43 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/20/60 0 11 $23,670 No $0 z_No M $34,346

3 $0 1 Highly Urban/ Urban

1 2/19/60 1 10

No

Yes M Masters Lawyer 33 Private $14,690 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 0 6

No $0 z_No z_F z_High School Professional 32 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 2/18/60 0 9

No

Yes z_F z_High School Clerical 30 Private $1,500 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 0 14

No

Yes M PhD Lawyer 25 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

923786982 0 2/18/60 0 9 $35,366 No $166,481 Yes z_F z_High School Clerical 30 Private $5,400 z_SUV $0 0 $0 9 z_Highly Rural/ Rural
923786982 0 2/18/60 0 9 $35,366 No $166,481 Yes z_F z_High School Clerical 30 Private $6,790 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 0 13

No $0 z_No z_F z_High School z_Blue Collar 59 Commercial $5,400 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 2/17/60 0 10

No

Yes M Bachelors Manager 48 Private $10,880 Pickup $0 0 $0 11 Highly Urban/ Urban

1 2/15/60 2 14

Yes $0 z_No M z_High School z_Blue Collar 13 Private

Minivan

1 $0 1 Highly Urban/ Urban

3 2/15/60 3 11

No

Yes z_F Masters Professional 24 Private

z_SUV

1

20 Highly Urban/ Urban

2

2 12

Yes

z_No z_F Bachelors Professional 42 Private $12,330 z_SUV

2

Highly Urban/ Urban

0 2/14/60 3 13

Yes

z_No z_F PhD Manager 16 Private

Van $0 0 $0 13 Highly Urban/ Urban

0 2/13/60 3 9

Yes $0 z_No M Bachelors Manager 25 Private $9,980 Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/13/60 2 15

No

Yes z_F Bachelors Professional 41 Private

z_SUV

4 $0 7 Highly Urban/ Urban

0 2/13/60 0

No

z_No M Masters 30 Commercial $16,650 Van $0 0

12 Highly Urban/ Urban

1 2/11/60 1 9

Yes $0 z_No z_F Bachelors z_Blue Collar 5 Commercial $20,800 Minivan

1

9 Highly Urban/ Urban

3

3

No

Yes z_F Bachelors Clerical 6 Private

Minivan

2 $0 11 z_Highly Rural/ Rural

0 2/7/60 0 7

No $0 z_No M z_High School z_Blue Collar 27 Commercial $15,820 Minivan $0 0

1 Highly Urban/ Urban

0 2/7/60 2 7

No

Yes z_F z_High School Home Maker 66 Private $16,320 z_SUV

3

8 Highly Urban/ Urban

0 2/7/60 3 15

Yes $0 z_No z_F $2,452

1

8 z_Highly Rural/ Rural

0 2/6/60 2

No

Yes M z_High School Professional 43 Commercial $5,400 Pickup $0 0 $0 1 Highly Urban/ Urban

1 2/6/60 3 12

Yes

z_No M Bachelors Professional 43 Private $14,460 Minivan $6,055 3 $0 11 z_Highly Rural/ Rural

17347314 0 2/6/60 1 8

Yes

z_No z_F Bachelors Professional 13 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/4/60 2 12

Yes $0 z_No M z_High School Clerical 44 Private $5,400 Pickup $0 0

10 z_Highly Rural/ Rural

1 2/1/60 2 15

No

Yes z_F Bachelors Home Maker 49 Private $5,950 Sports Car

1

7 Highly Urban/ Urban

0

2 14

No

Yes z_F $14,100

Sports Car $0 0 $0 1 Highly Urban/ Urban

0 1/28/60 0 11

No $0 z_No M Bachelors Professional 32 Private

Minivan $0 0 $6,190 9 Highly Urban/ Urban

2 1/27/60 3 13

No

Yes z_F z_High School Home Maker 13 Private $9,210 z_SUV $6,848 1

1 Highly Urban/ Urban

0 1/26/60 2 9

Yes $0 z_No z_F Masters Lawyer 41 Private

Minivan

2

15 Highly Urban/ Urban

281348357 0 1/26/60 2 9 $133,920 Yes $0 z_No z_F Masters 41 Commercial $18,790 Pickup

1 $0 15 Highly Urban/ Urban

0 1/24/60 2 10

No

Yes M z_High School z_Blue Collar 44 Commercial $21,320 Van

2

1 Highly Urban/ Urban

555904577 0 1/24/60 2 10 $30,618 No $157,285 Yes M z_High School z_Blue Collar 44 Commercial

Pickup

2

1 Highly Urban/ Urban

0 1/23/60 0 13

No $0 z_No z_F z_High School Clerical 26 Private $13,150 z_SUV $5,484 1 $4,209 1 Highly Urban/ Urban

0 1/23/60 1 14

No

Yes z_F

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

1

1 0 $0 No $0 Yes z_F z_High School Student 38 Commercial $9,400 z_SUV $5,436 2 $0 1 z_Highly Rural/ Rural

0 1/20/60 0 11

No

z_No M

0

3 14

Yes $0 z_No M z_High School z_Blue Collar 59 Commercial $7,750 Minivan $0 0 $0 1 z_Highly Rural/ Rural

594819618 0 1/17/60 1 13

No

Yes z_F Masters Manager 38 Private $19,670 Minivan $0 0 $0 13 Highly Urban/ Urban

2 1/16/60 2 13

Yes $0 z_No M z_High School Clerical 5 Commercial

Pickup $0 0 $7,628 1 Highly Urban/ Urban

0 1/13/60 0 8

No $0 z_No z_F Bachelors Professional 33 Private

z_SUV

2 $0 10 Highly Urban/ Urban

0 1/12/60 0 10

No $0 z_No z_F Masters Lawyer 52 Private $7,780 Sports Car $0 0

20 Highly Urban/ Urban

1 1/11/60 1 12

No

Yes M z_High School z_Blue Collar 55 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

946949662 0 1/11/60 0 9

No

Yes z_F z_High School Professional 9 Private

z_SUV

2 $0 8 Highly Urban/ Urban

0 1/11/60 0 0 $0 No $0 z_No M Bachelors Student 42 Private $12,240 Minivan $5,093 2

z_Highly Rural/ Rural

0 1/11/60 0 11 No

Yes M PhD Lawyer 23 Private $5,400 Pickup $0 0 $0 20 Highly Urban/ Urban

530251708 1 1/11/60 1 12 $70,673 No $223,484 Yes M z_High School z_Blue Collar 55 Commercial

Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

946949662 0 1/11/60 0 9 $40,716 No $170,076 Yes z_F z_High School Professional 64 Private $10,740 Sports Car

3

8 Highly Urban/ Urban

0 1/8/60 0 11

No

z_No M Bachelors z_Blue Collar 30 Commercial $6,610 Pickup $0 0 $2,729 Highly Urban/ Urban

0 1/7/60 3 13

No $0 Yes z_F z_High School Student 54 Private $11,620 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 1/7/60 0 11 No $0 z_No M Bachelors Professional 24 Private

Minivan

1 $0 14 Highly Urban/ Urban

0 1/7/60 0 12

No

Yes M z_High School Clerical 34 Private $8,310 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/6/60 0 12

No

z_No z_F z_High School Clerical 12 Private $1,500 z_SUV $0 0

7 Highly Urban/ Urban

1 1/6/60 3 13 Yes z_No z_F z_High School z_Blue Collar 43 Commercial $10,760 Pickup

2 $0 1 Highly Urban/ Urban

1 1/6/60 2 13

No

Yes M z_High School z_Blue Collar 6 Commercial $16,920 Van

1 $0 1 Highly Urban/ Urban

0 1/4/60 0 13

No

Yes M Bachelors Student 47 Private

Van $6,387 4 $0 12 Highly Urban/ Urban

0 1/3/60 0 11

No $0 z_No M z_High School Clerical 38 Private $5,400 Pickup $0 0 $0 6 z_Highly Rural/ Rural

839197157 0 1/3/60 0 11 $59,995 No $0 z_No M z_High School Clerical 38 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

1 1/3/60 3 16

No

Yes z_F $5,116

2 $0 9 Highly Urban/ Urban

0 1/1/60 1 12

Yes

z_No z_F PhD Lawyer 30 Private

Minivan $0 0 $0 25 Highly Urban/ Urban

1

1 12

No

Yes M Masters Manager 18 Commercial $5,400 Pickup $7,940 3

15 Highly Urban/ Urban

2 12/29/59 2 12

No Yes z_F Masters Manager 53 Private $5,400 z_SUV

2 $3,774 20 Highly Urban/ Urban

0

3

Yes $0 z_No z_F

1 12/28/59 1 11

Yes z_No M Bachelors Manager 10 Private $11,280 Pickup

2 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 34 Commercial

Pickup $0 0 $0 12 z_Highly Rural/ Rural

0 12/27/59 0 9

No

z_No z_F z_High School Manager 29 Private $13,640 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/27/59 1 6

Yes $0 z_No z_F Bachelors Manager 29 Commercial $28,800 Pickup $0 0 $0 9 Highly Urban/ Urban

0 12/27/59 0 12

No

Yes z_F z_High School z_Blue Collar 9 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Clerical 27 Private

z_SUV $8,350 1 $0 12 Highly Urban/ Urban

0

2 14

No

Yes M z_High School z_Blue Collar 35 Commercial $18,040 Van $0 0

11 Highly Urban/ Urban

1

2 7

No Yes z_F z_High School z_Blue Collar 35 Commercial $5,560 Sports Car $2,949 2

1 Highly Urban/ Urban

0

0 4

No

z_No M PhD Manager 21 Private

Pickup $0 0

16 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F z_High School Home Maker 36 Private $8,750 Sports Car $0 0 $0 8 Highly Urban/ Urban

2

2 11 Yes $0 z_No z_F Bachelors Manager 16 Private

Sports Car $0 0

10 Highly Urban/ Urban

0

0 9

No $0 z_No z_F z_High School Clerical 24 Private $8,710 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

1 0 $0 No $0 Yes z_F Bachelors Student 75 Private $11,290 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 11 $15,430 No

z_No z_F

967096094 3 12/13/59 3 11

Yes

z_No z_F Bachelors Professional 20 Private $17,560 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 27 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0 12/11/59 2 17

No

Yes z_F z_High School z_Blue Collar 27 Commercial $9,310 Sports Car

2

1 Highly Urban/ Urban

0

2 11 $2,743 Yes $0 z_No z_F

Sports Car

2 $0 6 z_Highly Rural/ Rural

2

2 0 No

Yes z_F z_High School Home Maker 46 Private $13,840 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

855884573 2 12/7/59 2 0 No $99,103 Yes z_F z_High School Home Maker 46 Private $5,400 Sports Car $0 0 $0 1 z_Highly Rural/ Rural
855884573 2 12/7/59 2 0 No $99,103 Yes z_F z_High School Home Maker 46 Private $5,400 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 13

No

Yes z_F Bachelors z_Blue Collar 28 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 12/6/59 0 10

No $0 z_No z_F Bachelors z_Blue Collar 22 Commercial

z_SUV

2

11 Highly Urban/ Urban

2

2 15

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $14,660 z_SUV $0 0

10 Highly Urban/ Urban

1 12/5/59 2 13 Yes

z_No M Bachelors Manager 50 Private $16,550 Minivan

2 $0 12 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 37 Private $15,450 Minivan $0 0 $0 17 Highly Urban/ Urban

2

2 13

No

Yes M Bachelors Professional 50 Private $7,730 Minivan

2 $0 1 Highly Urban/ Urban

388940769 2 12/2/59 2 13 $92,000 No $301,965 Yes M Bachelors Professional 50 Private $14,600 Minivan $6,627 3

1 Highly Urban/ Urban

0 12/2/59 0 9 No

z_No z_F Masters Lawyer 26 Private

Minivan $3,280 1 $0 17 Highly Urban/ Urban

0

0 12 No

Yes z_F PhD Manager 6 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

8467576 2 12/1/59 2

No

Yes M

0 12/1/59 2 13

No

Yes z_F

1

2

Yes

z_No z_F z_High School Clerical 20 Private $9,130 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 9

No

Yes z_F Masters 7 Commercial $18,540 Pickup $0 0

10 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Student 44 Commercial

Pickup $0 0 $3,270 9 z_Highly Rural/ Rural

2

2 13

No

Yes M Bachelors z_Blue Collar 20 Commercial $5,330 Pickup $0 0 $0 6 z_Highly Rural/ Rural

1 11/25/59 3 5

Yes $0 z_No z_F Bachelors Clerical 67 Private $9,640 z_SUV

2 $0 z_Highly Rural/ Rural

0

0 10

No Yes z_F Bachelors Professional 26 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 11/23/59 0 12

No

Yes M Bachelors z_Blue Collar 30 Commercial

Van $6,690 2

9 Highly Urban/ Urban

1 11/23/59 1 12

No

Yes M Bachelors Clerical 38 Private $22,810 Minivan

2

11 Highly Urban/ Urban

1

2 12

No

Yes z_F z_High School z_Blue Collar 32 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

1 11/21/59 2 11

No $165,820 Yes z_F z_High School z_Blue Collar 6 Commercial

z_SUV

4 $0 8 Highly Urban/ Urban

0

3 12

Yes

z_No M $7,262

2

1 Highly Urban/ Urban

0

1 9

No

Yes z_F Bachelors Clerical 37 Private $11,470 z_SUV

2 $0 13 z_Highly Rural/ Rural

0

3 13

No

Yes z_F z_High School Clerical 47 Private $12,460 z_SUV $0 0

6 z_Highly Rural/ Rural

2

2 13

No

Yes M Bachelors Clerical 78 Commercial $16,990 Van $0 0 $0 11 z_Highly Rural/ Rural

1 11/15/59 2 12 $4,344 No

Yes z_F $2,193

Highly Urban/ Urban

1

3 0 Yes $0 z_No z_F Bachelors Student 31 Commercial $11,840 Sports Car

2 $0 9 Highly Urban/ Urban

0 11/14/59 0 10

No

z_No z_F z_High School Home Maker 23 Private $8,450 Sports Car

1 $0 1 Highly Urban/ Urban

319953478 0 11/14/59 0 10 $29,499 No $129,021 z_No z_F z_High School Home Maker 23 Private $8,450 z_SUV $0 0 $0 1 Highly Urban/ Urban

1

1 13

No

Yes M Bachelors z_Blue Collar 31 Commercial $5,500 Minivan $0 0 $0 6 Highly Urban/ Urban

0 11/12/59 0 14 $381 No

Yes z_F Masters Home Maker 39 Private

z_SUV $0 0 $0 24 Highly Urban/ Urban

0 11/12/59 1 11

Yes $0 z_No z_F PhD Home Maker 21 Private $20,630 Minivan $0 0 $0 11 Highly Urban/ Urban

1

3 9

No

Yes z_F Bachelors z_Blue Collar 23 Commercial

Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/10/59 0 14

No

Yes z_F

Pickup $0 0 $0 6 Highly Urban/ Urban

0 11/10/59 0 13

No $0 z_No M z_High School Clerical 28 Commercial

Pickup $1,852 2

6 Highly Urban/ Urban

2

3 9

No

Yes M

0

1 13

Yes $0 z_No M Bachelors Clerical 45 Private $13,890 Minivan

1

10 Highly Urban/ Urban

0

1 11

No

Yes M z_High School Clerical 5 Commercial $9,240 Pickup $0 0

2 Highly Urban/ Urban

0

0 12

No $0 z_No z_F $10,224

1

1 Highly Urban/ Urban

0

1 11

Yes

z_No z_F Bachelors Home Maker 41 Commercial

Panel Truck $6,985 2

8 Highly Urban/ Urban

0 11/1/59 0 9

No

z_No z_F Masters Lawyer 69 Private

Pickup $0 0 $0 15 z_Highly Rural/ Rural

0

0 12

No $0 Yes z_F

0 10/31/59 0 10

No Yes z_F Masters Professional 25 Private $5,500 z_SUV

3 $0 20 Highly Urban/ Urban

0 10/31/59 0 12

No

Yes z_F Masters Manager 25 Private

z_SUV

2 $0 18 Highly Urban/ Urban

0 10/31/59 2 16

No

Yes M Bachelors Professional 35 Commercial $11,700 Pickup

3 $0 12 Highly Urban/ Urban

0

2 15

No

Yes M z_High School z_Blue Collar 43 Commercial $8,940 Pickup

2

7 Highly Urban/ Urban

0 10/30/59 0 9

No

Yes z_F Masters Lawyer 30 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

1 10/30/59 2 11

No

Yes z_F z_High School z_Blue Collar 19 Commercial $8,370 Sports Car

3 $19,470 1 Highly Urban/ Urban

0

1 4

No

Yes M z_High School Clerical 37 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

0

0 11

No

z_No M z_High School z_Blue Collar 57 Private $22,180 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 7

No

Yes z_F $6,377

3 $0 1 Highly Urban/ Urban

0 10/27/59 0 10

No Yes z_F Bachelors Professional 54 Private $29,050 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

2

No

Yes z_F Bachelors Professional 74 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 12

No $0 z_No z_F

725245227 0 10/24/59 0 12 $37,076 No $0 z_No z_F

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F

0

0 12

No

Yes z_F PhD Home Maker 25 Private $10,790 z_SUV $5,304 4 $0 14 Highly Urban/ Urban

520572159 0

0 10

No $0 z_No M Bachelors z_Blue Collar 19 Commercial $23,520 Minivan

2

1 Highly Urban/ Urban

0

0 14

No

z_No z_F Masters Lawyer 35 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

2

2 12

Yes

z_No z_F Bachelors Clerical 25 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Manager 20 Private $21,880 z_SUV

3 $4,185 7 Highly Urban/ Urban

0

3 11 $4,026 Yes $0 z_No z_F

1 $0 1 Highly Urban/ Urban

0

3 10

Yes

z_No M

0

0 0 $0 No $0 z_No z_F z_High School Student 48 Commercial $8,690 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 10/6/59 2 15

No

Yes z_F Bachelors Professional 37 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0

2 15

No

Yes M PhD Manager 65 Private

Pickup $2,743 1 $0 1 Highly Urban/ Urban

0 10/5/59 0 12

No

Yes M z_High School z_Blue Collar 56 Commercial $10,690 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 11 No $0 z_No M z_High School Professional 6 Commercial $5,950 Pickup

2

5 Highly Urban/ Urban

0

3 14

No

Yes z_F PhD Manager 41 Private $16,950 Sports Car $0 0 $0 21 Highly Urban/ Urban

297184888 0

0 12

No

Yes M Masters 20 Commercial $5,500 Pickup

2

20 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Professional 49 Private $14,000 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 9/27/59 0 8

No

z_No z_F z_High School Clerical 65 Private $8,570 Sports Car $3,068 3

9 Highly Urban/ Urban

0 9/27/59 0 10

No $0 z_No M

825919843 0

0 0 $0 No $0 z_No z_F Bachelors Home Maker 31 Private $7,470 z_SUV

2

13 Highly Urban/ Urban

77257945 0

0 No

Yes z_F z_High School z_Blue Collar 45 Commercial $1,500 Sports Car

3 $96 1 Highly Urban/ Urban

1 9/25/59 1 14

No

Yes M z_High School z_Blue Collar 32 Commercial $6,040 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No z_F z_High School z_Blue Collar 15 Commercial $8,260 z_SUV $0 0

5 Highly Urban/ Urban

1

1 10

Yes z_No z_F $14,646

1 $0 z_Highly Rural/ Rural

0 9/23/59 3 17

No

Yes z_F Bachelors Manager 34 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 9/23/59 0 14

No

z_No M Bachelors z_Blue Collar 20 Private $15,150 Minivan $0 0 $0 12 Highly Urban/ Urban

0

3 10

No

Yes z_F

3

3 14

No

Yes z_F

Sports Car

1 $59 Highly Urban/ Urban

242992650 0 9/21/59 0 5

No

Yes M

Pickup $0 0 $0 4 Highly Urban/ Urban

0

0 11 No $0 z_No M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

1 11

Yes $0 z_No M z_High School Manager 21 Private $18,930 Minivan

1

1 Highly Urban/ Urban

0 9/17/59 0 11

No

Yes M Masters Professional 49 Private $14,300 Minivan $0 0 $0 11 Highly Urban/ Urban

0 9/17/59 2 11 Yes $0 z_No M Bachelors Professional 5 Private $16,080 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/17/59 0 9

No

z_No z_F

1

3 14

No

Yes M z_High School Clerical 23 Commercial $20,990 Van $0 0 $0 1 z_Highly Rural/ Rural

1 9/15/59 3 16

No

Yes z_F PhD Doctor 35 Private $1,500 z_SUV $0 0

16 Highly Urban/ Urban

552019089 1 9/15/59 3 16 $189,555 No $452,019 Yes z_F PhD 35 Commercial $22,010 Pickup $0 0 $0 16 Highly Urban/ Urban

0 9/15/59 0 3

No

Yes M Bachelors Professional 35 Commercial

Panel Truck $3,808 2

9 Highly Urban/ Urban

976068152 0

0 11

No

z_No z_F Bachelors Professional 20 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

3 14

No

Yes M z_High School Clerical 22 Private $13,720 Minivan

3 $0 8 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Doctor 22 Private $5,500 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 5

No $0 z_No z_F Masters Lawyer 47 Private $8,240 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 9/7/59 0 7

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Masters Lawyer 36 Private $10,790 z_SUV $0 0 $0 13 Highly Urban/ Urban

2 9/4/59 3 13 No $0 Yes z_F z_High School Student 5 Private $6,710 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

679160940 2 9/4/59 3 No $0 Yes z_F z_High School Student 5 Private $16,910 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

1 7 Yes $0 z_No z_F z_High School z_Blue Collar 14 Commercial

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

0 8

No

z_No M Masters 48 Commercial

Panel Truck $0 0

13 Highly Urban/ Urban

0

2 10

Yes

z_No z_F Masters Professional 40 Private $6,460 z_SUV

1 $0 Highly Urban/ Urban

19803940 0

0

No

Yes M z_High School Professional 46 Commercial

Panel Truck $0 0 $0 6 Highly Urban/ Urban

1

2 14 No

Yes M

0 8/26/59 1

No

Yes M Bachelors Professional 64 Commercial

Panel Truck $0 0 $0 12 z_Highly Rural/ Rural

944945563 1 8/26/59 2 14 No $123,204 Yes M

0

0 11

No $168,683 Yes z_F z_High School Clerical 41 Private $9,460 Sports Car $0 0 $7,345 1 Highly Urban/ Urban

0

0 7

No $0 z_No M

1 Highly Urban/ Urban

2 8/24/59 3 11

No

Yes z_F Bachelors Clerical 19 Private $8,770 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

0 12 $4,716 No

Yes M z_High School Student 45 Private $6,410 Pickup

2

1 Highly Urban/ Urban

1 8/23/59 3 10

Yes $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $13,510 Minivan $0 0 $0 9 z_Highly Rural/ Rural

986627860 1 8/23/59 3 10 Yes $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $20,250 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

0

No $0 z_No z_F Bachelors z_Blue Collar 49 Commercial $14,920 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

1 8/22/59 2 16

No

Yes z_F Masters Lawyer 26 Private $13,960 Minivan $0 0 $0 19 Highly Urban/ Urban

1

2 11

Yes

z_No M z_High School Clerical 60 Commercial $9,390 Pickup $0 0 $5,143 1 Highly Urban/ Urban

0 8/21/59 0 8

No

Yes z_F PhD Doctor 15 Private $1,500 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

1 0 $0 Yes

z_No z_F $8,288

2 $0 1 Highly Urban/ Urban

0 8/20/59 1 13

No

Yes M

0

0 8

No $0 z_No M

Van

1 $0 1 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School Student 23 Commercial

Pickup $0 0

1 Highly Urban/ Urban

974496106 0 8/18/59 0 9 $5,253 No $77,463 z_No z_F z_High School Student 23 Commercial $8,140 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School z_Blue Collar 58 Private $14,980 Minivan $0 0 $0 z_Highly Rural/ Rural

1 8/17/59 2 10 No

Yes M Bachelors Clerical 58 Private $13,710 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

3 0 $0 Yes

z_No z_F z_High School Home Maker 28 Private $7,120 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0 8/16/59 3

Yes $0 z_No z_F Bachelors z_Blue Collar 24 Commercial

z_SUV

3 $0 5 Highly Urban/ Urban

0 8/16/59 0 11

No $0 z_No z_F Masters Lawyer 20 Private $14,580 Pickup

1 $0 1 Highly Urban/ Urban

42018118 0 8/16/59 3 $46,395 Yes $0 z_No z_F Bachelors z_Blue Collar 25 Commercial

Minivan

2 $0 5 Highly Urban/ Urban

0

4 11

Yes

z_No z_F Masters Lawyer 67 Private $30,080 Sports Car $0 0 $0 14 Highly Urban/ Urban

2

3 14

Yes

z_No z_F

0 8/14/59 0 11

No

Yes M Masters 62 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0 8/14/59 1 13

No

Yes z_F Masters 19 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

1 8/14/59 2 9

No

Yes z_F Bachelors z_Blue Collar 44 Commercial

Minivan $0 0

12 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 21 Private $22,090 Minivan $0 0 $0 11 Highly Urban/ Urban

3

4 10

Yes

z_No M PhD Professional 12 Commercial

Panel Truck

2

25 Highly Urban/ Urban

0

0 11 $60,157 No

z_No M z_High School Manager 28 Private

Minivan

3 $0 6 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 29 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

z_No z_F Bachelors z_Blue Collar 23 Commercial $14,400 Minivan $0 0 $0 1 z_Highly Rural/ Rural

143403170 0 8/9/59 0 11 $119,244 No $349,833 z_No z_F Bachelors z_Blue Collar 23 Commercial

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

1 9

No

Yes z_F

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 8/7/59 0 10

No $0 z_No M Bachelors Professional 5 Private

Minivan

2 $0 6 Highly Urban/ Urban

1

3 13

Yes $0 z_No M z_High School z_Blue Collar 22 Commercial $12,760 Minivan

2 $2,703 8 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F Bachelors Student 35 Commercial $5,500 z_SUV

1 $0 7 z_Highly Rural/ Rural

0 8/3/59 0 12

No

z_No z_F z_High School z_Blue Collar 31 Commercial $21,860 z_SUV $0 0

6 Highly Urban/ Urban

0

2 9

No

Yes M

Van $0 0 $0 1 Highly Urban/ Urban

0 7/31/59 0

No z_No z_F z_High School z_Blue Collar 57 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 27 Private $8,380 Pickup

1 $0 1 Highly Urban/ Urban

0

1 13

Yes $0 z_No z_F Bachelors Clerical 6 Private $23,140 Minivan $0 0 $0 7 Highly Urban/ Urban

396972296 0 7/27/59 0 10

No

Yes M

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0 7/27/59 2 12

No

Yes M

1

2 12

Yes

z_No M Bachelors Clerical 13 Private

Van $0 0 $0 13 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors Manager 18 Private $17,930 Van $0 0 $0 13 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F Masters Home Maker 21 Private $17,840 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 10

No

z_No M Bachelors z_Blue Collar 21 Commercial $5,500 Pickup $0 0 $0 7 Highly Urban/ Urban

1 7/21/59 2 0 $0 No

Yes z_F z_High School Home Maker 49 Private $5,500 Sports Car $0 0

Highly Urban/ Urban

0 7/21/59 1

Yes

z_No z_F z_High School z_Blue Collar 13 Commercial $9,640 z_SUV

2 $5,253 1 Highly Urban/ Urban

3 7/21/59 3 17

No

Yes M z_High School z_Blue Collar 35 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 7/21/59 2 0 $0 No

Yes z_F z_High School Home Maker 58 Private $5,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No

Yes M Bachelors Manager 47 Private $14,070 Minivan $0 0 $0 1 Highly Urban/ Urban

0 7/19/59 0 9

No

z_No M Bachelors Manager 46 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

178900296 1

1 9

Yes

z_No M Bachelors Professional 35 Private $15,380 Minivan

2 $0 11 Highly Urban/ Urban

0 7/18/59 2 13

No

Yes M z_High School Professional 37 Private $9,980 Pickup

4 $0 1 Highly Urban/ Urban

173124759 0

0 9

No $0 z_No M Masters Lawyer 25 Private $7,900 Pickup $0 0 $0 Highly Urban/ Urban

727492425 0 7/16/59 3 17

No $0 Yes z_F z_High School Student 10 Commercial $4,650 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 7/16/59 2 14

No Yes z_F z_High School Student 41 Private $5,300 Sports Car $0 0 $0 1 Highly Urban/ Urban

173124759 0 7/16/59 0 9 $64,032 No $0 z_No M Masters Lawyer 43 Private

Minivan $0 0 $0 Highly Urban/ Urban

581675209 1 7/16/59 2 $18,631 No Yes z_F z_High School Student 19 Commercial $14,400 z_SUV $26,940 2 $0 1 Highly Urban/ Urban
173124759 0 7/16/59 0 9 $64,032 No $0 z_No M Masters Lawyer 43 Private $20,360 Minivan $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F PhD Manager 34 Private $11,490 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 7/15/59 0 12

No

Yes M

Panel Truck

1 $0 Highly Urban/ Urban

0

0 9

No

Yes M Masters Lawyer 20 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/13/59 0 11

No

Yes M PhD 16 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

235509680 0

0 13

No

Yes M Bachelors Manager 20 Commercial $11,310 Pickup $0 0 $0 13 Highly Urban/ Urban

235509680 0 7/9/59 0 13 $58,231 No $209,820 Yes M Bachelors Manager 23 Private $5,400 Minivan

1 $0 13 Highly Urban/ Urban

0

0 11

No

Yes z_F

0 7/8/59 3 14 $2,292 Yes $0 z_No z_F

0

1 10

Yes $0 z_No z_F

156160360 1

3

No

Yes z_F z_High School Clerical 50 Private

z_SUV $0 0 $3,985 13 Highly Urban/ Urban

0

1 13

Yes $0 z_No M Masters 32 Commercial

Van

2 $0 14 Highly Urban/ Urban

0 7/5/59 0 11

No $0 z_No M Masters 35 Commercial

Panel Truck

3 $5,477 13 Highly Urban/ Urban

519840483 0

0 7

No

Yes z_F z_High School Clerical 36 Commercial

Pickup

2 $0 1 z_Highly Rural/ Rural

3

3 12

Yes $0 z_No M $3,869

3 $0 1 Highly Urban/ Urban

0 7/3/59 0 0 $0 No

Yes z_F z_High School Home Maker 25 Private $5,500 Sports Car

2 $0 1 Highly Urban/ Urban

0 7/3/59 3 11

Yes

z_No M Bachelors Professional 34 Private $16,010 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Masters 30 Commercial $26,330 Pickup $0 0 $0 17 Highly Urban/ Urban

1 7/2/59 2 8

Yes $0 z_No z_F Bachelors Clerical 42 Private $10,280 z_SUV

4

7 Highly Urban/ Urban

0

0 8

No

z_No M z_High School z_Blue Collar 37 Commercial $13,860 Minivan $6,474 2 $0 1 Highly Urban/ Urban

580920255 1

3 15 Yes $0 z_No z_F Bachelors Professional 25 Private $17,380 Minivan $4,699 1 $0 10 z_Highly Rural/ Rural

0

0 11

No

z_No z_F PhD Home Maker 16 Private $16,710 Minivan $0 0 $0 1 Highly Urban/ Urban

0 6/27/59 0 9

No $0 z_No z_F z_High School z_Blue Collar 40 Commercial $17,330 z_SUV $0 0

10 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Student 37 Private $9,600 Minivan

3 $0 11 Highly Urban/ Urban

0

1 14

No

Yes M Bachelors Professional 31 Commercial $23,590 Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Bachelors Professional 20 Private $5,500 Sports Car

3 $0 11 Highly Urban/ Urban

638602003 2

2 13

No

Yes z_F z_High School Professional 53 Private $12,080 Minivan $0 0 $1,155 1 Highly Urban/ Urban

85768488 2 6/21/59 2 11

Yes $0 z_No M z_High School z_Blue Collar 5 Commercial $5,500 Pickup

1

1 Highly Urban/ Urban

1 6/21/59 2 7

No

Yes M z_High School z_Blue Collar 32 Commercial $10,530 Pickup $0 0 $0 1 z_Highly Rural/ Rural

85768488 2 6/21/59 2 11 Yes $0 z_No M z_High School z_Blue Collar 27 Private $13,420 Minivan

4

1 Highly Urban/ Urban

1

2 7

No

Yes z_F z_High School z_Blue Collar 30 Private

Sports Car $0 0

1 Highly Urban/ Urban

0 6/20/59 0 $0 No $0 Yes z_F $7,846

2

6 Highly Urban/ Urban

3

3 9

No

Yes z_F z_High School z_Blue Collar 53 Commercial

Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0 6/19/59 2 14

No

Yes z_F $5,128

2 $0 Highly Urban/ Urban

1

2 13

Yes $0 z_No M Bachelors Clerical 28 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

2 0 $0 No $0 Yes M

0

0 7

No

z_No M z_High School Professional 23 Private $15,450 Minivan $0 0 $0 9 Highly Urban/ Urban

0

1 13

No $0 Yes z_F $6,722

2 $0 7 Highly Urban/ Urban

0 6/15/59 0 11

No

Yes z_F z_High School z_Blue Collar 51 Commercial $18,110 Minivan

3

1 Highly Urban/ Urban

1

2 16

No $241,182 Yes z_F z_High School z_Blue Collar 25 Commercial

z_SUV

3

6 Highly Urban/ Urban

0

0 5

No $0 z_No z_F Masters Professional 46 Private $16,250 Sports Car $0 0

19 Highly Urban/ Urban

0 6/11/59 1

No

Yes z_F z_High School Clerical 58 Private $27,080 Minivan $0 0 $0 Highly Urban/ Urban

0 6/11/59 1 13

Yes $0 z_No z_F Masters Manager 65 Private

Pickup $0 0

2 Highly Urban/ Urban

0

2 14 $50,401 Yes

z_No z_F z_High School Clerical 5 Private $14,340 z_SUV

2 $3,207 7 Highly Urban/ Urban

129122333 0 6/10/59 2 14 $50,401 Yes $149,910 z_No z_F z_High School Clerical 5 Private $1,500 z_SUV $0 0 $3,421 7 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Manager 30 Private $11,540 Minivan

2 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 19 Commercial $17,470 Van $0 0 $0 7 Highly Urban/ Urban

2 6/5/59 2 14

No

Yes z_F Bachelors Clerical 31 Private $15,150 z_SUV

2 $663 1 Highly Urban/ Urban

0

1 11

No

Yes M z_High School z_Blue Collar 43 Commercial $5,500 Minivan $0 0 $0 1 Highly Urban/ Urban

634343179 0 6/2/59 0 9

No $0 z_No M Masters Lawyer 57 Private $15,020 Minivan

1 $4,290 14 z_Highly Rural/ Rural

1

2 6

No

Yes M

726634120 0 6/1/59 0 0 $0 No $0 z_No z_F z_High School Student 38 Commercial $12,880 Minivan $0 0 $0 1 z_Highly Rural/ Rural
726634120 0 6/1/59 0 0 $0 No $0 z_No z_F z_High School Student 53 Commercial $22,180 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

1

No

Yes z_F Masters Lawyer 24 Private $25,130 Minivan $0 0 $0 17 Highly Urban/ Urban

1

2 16

No

Yes z_F z_High School Clerical 47 Private

Sports Car $0 0 $0 9 z_Highly Rural/ Rural

22340563 1

3 17

No

Yes M z_High School Clerical 66 Private $10,700 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1 5/26/59 2 10

Yes

z_No z_F $28,910

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 5/26/59 0 6

No $0 z_No M z_High School Student 54 Commercial $10,940 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

0

No

Yes M Masters Lawyer 46 Private $5,500 Pickup

1 $0 13 Highly Urban/ Urban

0 5/25/59 0 13

No

Yes M z_High School Manager 24 Commercial $12,190 Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 13

No

Yes z_F z_High School z_Blue Collar 35 Commercial $5,500 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Bachelors Manager 36 Private $5,500 z_SUV

2 $0 10 Highly Urban/ Urban

0

3 18

No

Yes M

0 5/19/59 3 13

Yes $0 z_No M PhD Doctor 16 Private $17,560 Van $0 0 $0 13 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 46 Commercial

Panel Truck

1 $0 7 Highly Urban/ Urban

0

0 12

No $0 z_No z_F PhD Manager 21 Private $19,520 Minivan $0 0 $0 19 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Clerical 51 Private $29,330 z_SUV $3,755 2 $0 13 Highly Urban/ Urban

0 5/9/59 0 0 $0 No

Yes z_F Bachelors Home Maker 48 Private $1,500 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

2

2 5

No

Yes M z_High School Clerical 34 Private $7,160 Pickup $0 0 $6,111 1 Highly Urban/ Urban

0

2 0 No

Yes z_F Masters Home Maker 15 Private $14,130 z_SUV

2 $0 12 z_Highly Rural/ Rural

0 5/6/59 0 7

No $0 z_No M Masters 34 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 45 Commercial $6,550 Pickup

2 $0 7 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Doctor 16 Private $11,970 z_SUV $0 0 $0 7 Highly Urban/ Urban

144963475 0 5/3/59 3 13

No

Yes M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No z_No z_F

0 5/2/59 0 7

No

z_No M z_High School z_Blue Collar 17 Commercial

Panel Truck

1 $0 1 Highly Urban/ Urban

0

1 14

No

Yes M Bachelors Professional 49 Commercial

Panel Truck $3,442 1 $0 1 Highly Urban/ Urban

1 5/1/59 3 15

No $0 Yes M $5,770

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

1 14

Yes

z_No M Masters Lawyer 12 Private

Pickup $3,295 2 $0 14 Highly Urban/ Urban

56874449 0

0 6

No

Yes z_F

Minivan $0 0 $0 6 Highly Urban/ Urban

0 4/29/59 0 9

No

Yes z_F Masters Manager 24 Private $15,880 Sports Car $0 0 $0 14 Highly Urban/ Urban

402081149 0 4/29/59 0 9 $70,381 No $267,721 Yes z_F Masters Manager 24 Private $13,790 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 11

No $0 z_No M

Pickup

1 $6,100 6 Highly Urban/ Urban

1 4/26/59 2 11

Yes

z_No z_F z_High School Clerical 14 Private $9,810 z_SUV $3,137 1 $0 11 Highly Urban/ Urban

0

2

Yes $0 z_No z_F Masters Lawyer 17 Private $14,330 z_SUV $0 0

14 Highly Urban/ Urban

2

2 15 $40,015 Yes

z_No M z_High School z_Blue Collar 15 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0

0 11

No

Yes M Masters 40 Commercial $21,160 Van $0 0

15 Highly Urban/ Urban

0 4/17/59 2 11

Yes $0 z_No M PhD Lawyer 32 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School z_Blue Collar 16 Commercial $12,270 z_SUV $5,722 2 $6,156 1 Highly Urban/ Urban

473040009 0 4/16/59 0 11 $67,700 No $0 z_No z_F z_High School z_Blue Collar 16 Commercial $12,230 z_SUV $1,429 3 $5,117 1 Highly Urban/ Urban

0

1 10

Yes

z_No z_F

Minivan $0 0 $0 Highly Urban/ Urban

0

2 8

No

Yes M Bachelors z_Blue Collar 32 Commercial $14,430 Minivan $0 0 $0 9 Highly Urban/ Urban

1

1 13

No

Yes z_F Masters Lawyer 44 Private $8,640 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 14

No $0 Yes M $17,710

Minivan $0 0 $5,900 8 Highly Urban/ Urban

0

2 13

Yes $0 z_No M Bachelors z_Blue Collar 29 Commercial $12,780 Minivan $803 1 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F PhD Doctor 21 Private $16,070 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Clerical 5 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 4/8/59 0 11

No $0 z_No z_F z_High School Clerical 46 Private

Minivan $3,979 1 $5,040 1 Highly Urban/ Urban

0 4/8/59 0 11

No

Yes z_F Masters Lawyer 28 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

1 4/8/59 2 9

Yes

z_No z_F PhD Doctor 48 Private

Minivan

2 $0 17 Highly Urban/ Urban

426770568 0 4/8/59 0 11 $32,265 No $0 z_No z_F z_High School Clerical 46 Private $15,850 Minivan $0 0 $5,105 1 Highly Urban/ Urban

0

1 12

Yes

z_No z_F z_High School Clerical 37 Private

Sports Car

2

1 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F Bachelors Home Maker 58 Private $7,180 z_SUV

3 $0 12 Highly Urban/ Urban

0

1 9

No

Yes M $34,492

3 $0 6 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 14 Private $17,580 z_SUV $0 0 $0 10 Highly Urban/ Urban

2

3 14

Yes $0 z_No M Bachelors Professional 14 Private $16,220 Van

2

10 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors Manager 27 Private $11,160 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Professional 16 Commercial

Van

2 $0 13 Highly Urban/ Urban

0 3/30/59 1 13

No

Yes M Bachelors Clerical 50 Private $6,980 Pickup $0 0 $0 14 Highly Urban/ Urban

0

2 10

Yes $0 z_No M $1,128

1 $0 6 Highly Urban/ Urban

1

2 7

Yes $0 z_No M Bachelors Professional 14 Commercial $26,440 Panel Truck

3 $5,800 18 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 41 Private $13,200 Minivan $20,290 2 $0 16 Highly Urban/ Urban

0 3/24/59 1 12

No

Yes z_F

2 $0 7 Highly Urban/ Urban

1

2 14

No

Yes z_F

1

1 9 No

Yes M z_High School Clerical 11 Private $9,060 Pickup

2 $0 1 Highly Urban/ Urban

0 3/22/59 3 0 $0 No $0 Yes z_F

0 3/22/59 2 0 $0 No $0 Yes z_F z_High School Home Maker 57 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 3/22/59 2 10

No

Yes z_F Bachelors Clerical 37 Private $14,270 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0

No

Yes M Bachelors Manager 28 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Professional 29 Commercial $22,070 Van $0 0 $3,997 11 Highly Urban/ Urban

883295992 0 3/19/59 0 15

No $0 z_No z_F Masters Lawyer 27 Private $17,340 Minivan $0 0

16 Highly Urban/ Urban

1

2 11

Yes

z_No z_F Masters Lawyer 55 Private

z_SUV $2,907 2

15 Highly Urban/ Urban

2

3 10

Yes z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 3/17/59 2 11

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $10,830 Pickup

2 $0 8 Highly Urban/ Urban

1 3/17/59 1 12

No

Yes z_F PhD Doctor 10 Private $24,870 Sports Car $7,343 4

13 Highly Urban/ Urban

0 3/17/59 0 12

No $0 z_No M z_High School Student 34 Commercial $13,540 Minivan $4,451 2 $0 1 Highly Urban/ Urban

1

2 16

No $0 Yes M Bachelors Student 32 Commercial

Panel Truck $0 0

10 Highly Urban/ Urban

0

1 13

No

Yes z_F Bachelors Home Maker 32 Commercial $9,960 Pickup $5,489 1 $0 1 Highly Urban/ Urban

149932109 0 3/15/59 1 11

Yes

z_No M z_High School z_Blue Collar 41 Private $7,240 Pickup $0 0

1 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 24 Private $5,500 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters 24 Commercial

Van $5,784 1 $0 Highly Urban/ Urban

3 3/11/59 3 12

No

Yes M z_High School z_Blue Collar 36 Commercial

Panel Truck

1 $1,453 5 Highly Urban/ Urban

0

0 9

No

z_No M Masters Lawyer 55 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

1

3 10

No

Yes M Bachelors Professional 58 Commercial

Panel Truck $0 0 $0 15 z_Highly Rural/ Rural

2

2 12

No

Yes z_F z_High School z_Blue Collar 26 Commercial $15,410 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No z_F $4,809

1 Highly Urban/ Urban

0 3/6/59 0 8

No $0 z_No M z_High School z_Blue Collar 30 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/6/59 0 13

No

Yes z_F Masters Lawyer 48 Private $15,390 z_SUV $0 0 $0 12 Highly Urban/ Urban

2

2 6

No

Yes M Bachelors Manager 31 Commercial

Panel Truck

1 $0 11 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Professional 41 Private $11,780 Sports Car $0 0

8 Highly Urban/ Urban

0 3/3/59 3 9 $17,372 No

Yes z_F z_High School Clerical 33 Private $7,240 z_SUV

2 $0 1 Highly Urban/ Urban

19613798 0 3/3/59 0 11 $62,849 No $225,934 Yes z_F Bachelors Professional 41 Private $21,990 Minivan

2 $0 8 Highly Urban/ Urban

1

2 13

No

Yes M z_High School Manager 5 Private $16,930 Minivan

2 $0 7 Highly Urban/ Urban

1 2/28/59 2 10

Yes

z_No z_F z_High School z_Blue Collar 42 Commercial $11,640 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 2/27/59 1 5

No

Yes z_F Masters Professional 48 Private

Pickup $0 0 $0 14 Highly Urban/ Urban

0 2/27/59 0 11

No $0 z_No M PhD 18 Commercial $6,390 Pickup

2 $0 14 Highly Urban/ Urban

1 2/27/59 1 12

Yes

z_No M Bachelors z_Blue Collar 45 Commercial $16,650 Van $0 0 $0 11 z_Highly Rural/ Rural

0 2/26/59 2 11

No

Yes z_F z_High School Clerical 51 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 2/25/59 1 0 $0 Yes $0 z_No z_F Masters Home Maker 32 Private $2,750 z_SUV

3 $2,149 10 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School Clerical 41 Private

z_SUV

3 $0 6 Highly Urban/ Urban

0 2/21/59 1 12

No

Yes z_F Masters Lawyer 17 Private $9,240 z_SUV

1 $0 14 Highly Urban/ Urban

0

0

No

Yes z_F $3,610

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/18/59 0 8

No $0 z_No M Bachelors z_Blue Collar 44 Commercial $7,200 Pickup

3 $0 14 Highly Urban/ Urban

2 2/18/59 3 0 $0 Yes

z_No z_F

0 2/18/59 0

No

Yes z_F Bachelors z_Blue Collar 20 Commercial $5,500 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/18/59 0 7

No $0 z_No z_F Bachelors z_Blue Collar 51 Commercial

z_SUV

3 $1,842 9 Highly Urban/ Urban

0 2/17/59 0 9

No

Yes M Bachelors z_Blue Collar 28 Commercial $10,420 Pickup $0 0

13 Highly Urban/ Urban

989168282 0 2/17/59 0 9 $49,182 No $186,066 Yes M Bachelors z_Blue Collar 28 Commercial $18,770 Van $0 0 $0 13 Highly Urban/ Urban

0 2/17/59 0 10

No

Yes M

0

0 8

No

z_No z_F z_High School Home Maker 7 Private

Pickup

2 $0 6 Highly Urban/ Urban

1 2/13/59 1 6

Yes $0 z_No z_F z_High School Clerical 36 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 27 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/12/59 2 13

No Yes z_F Masters Professional 18 Private

Sports Car $0 0 $0 19 Highly Urban/ Urban

1 2/11/59 3 $0 Yes

z_No z_F PhD Doctor 30 Private $3,440 z_SUV

3 $3,348 14 Highly Urban/ Urban

949033066 3

3 14

No

Yes z_F z_High School Clerical 78 Private $9,640 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/9/59 0 11

No

Yes M PhD 36 Commercial

Panel Truck

1 $0 14 Highly Urban/ Urban

2

3 16

Yes

z_No z_F Bachelors Professional 30 Private

Minivan $4,426 2

5 Highly Urban/ Urban

434360193 0 2/7/59 0 7

No $0 z_No M

848354716 0 2/7/59 3 0 $0 Yes $0 z_No z_F Bachelors Student 38 Private $6,690 z_SUV $0 0

7 Highly Urban/ Urban

0

0 7

No

Yes M Masters Lawyer 29 Private $14,130 Minivan $0 0 $0 11 Highly Urban/ Urban

0 2/3/59 1 9

Yes $0 z_No M Bachelors z_Blue Collar 33 Commercial

Van $0 0

7 Highly Urban/ Urban

1 2/3/59 1 Yes $203,008 z_No M z_High School z_Blue Collar 31 Commercial

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 2/2/59 0 11

No $0 z_No z_F Masters Home Maker 54 Private $10,400 Minivan

2 $0 17 Highly Urban/ Urban

0 2/1/59 2 12

No

Yes M Bachelors Clerical 25 Private $12,620 Minivan

2 $0 13 Highly Urban/ Urban

0 2/1/59 0 0 $0 No $0 z_No z_F z_High School Student 40 Commercial $5,500 z_SUV $0 0

13 Highly Urban/ Urban

1 1/30/59 1 11

No

Yes M Bachelors z_Blue Collar 43 Commercial $11,180 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 1/29/59 0 12

No $0 z_No M z_High School z_Blue Collar 19 Commercial $10,360 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0 1/29/59 3 13

No

Yes z_F Bachelors z_Blue Collar 24 Commercial $21,520 Minivan $0 0 $0 9 z_Highly Rural/ Rural

1

2 14 $67,700 Yes

z_No M Bachelors Manager 47 Private $17,430 Van

4

7 Highly Urban/ Urban

0 1/27/59 0 14

No

Yes M Masters Lawyer 23 Private $13,780 Minivan

4

22 Highly Urban/ Urban

0 1/25/59 0 9

No

z_No M Bachelors Manager 24 Private

Minivan

3 $0 12 Highly Urban/ Urban

0 1/25/59 0 11

No Yes z_F z_High School z_Blue Collar 16 Commercial $14,080 z_SUV $0 0 $3,261 1 Highly Urban/ Urban

0 1/25/59 1 15

No

Yes z_F z_High School z_Blue Collar 29 Commercial

Van $0 0 $0 10 Highly Urban/ Urban

0

0 8

No Yes z_F Bachelors Professional 35 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

2 13

Yes $0 z_No z_F z_High School Student 44 Commercial $5,820 z_SUV $4,306 3 $0 7 Highly Urban/ Urban

0

3 15

No

Yes z_F

z_SUV

2 $0 1 Highly Urban/ Urban

1 1/20/59 2 14

Yes $0 z_No z_F z_High School z_Blue Collar 22 Commercial $12,400 z_SUV

3 $0 1 z_Highly Rural/ Rural

0 1/19/59 0 6

No

Yes z_F z_High School Home Maker 42 Private $5,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/19/59 0 11

No

Yes M

1

1 10

Yes $0 z_No z_F Masters 18 Commercial $31,080 Van

3

11 Highly Urban/ Urban

0 1/17/59 0 2

No $0 z_No M Masters Lawyer 5 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 1/17/59 2 0 $0 Yes

z_No z_F z_High School Home Maker 18 Private $9,730 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 1/16/59 2 10

Yes $0 z_No z_F z_High School z_Blue Collar 15 Commercial $10,570 z_SUV $0 0

6 Highly Urban/ Urban

1 1/15/59 3 14

Yes

z_No M Bachelors z_Blue Collar 15 Commercial $9,050 Pickup $0 0 $0 6 z_Highly Rural/ Rural

805970222 1 1/15/59 3 14 $51,401 Yes $179,590 z_No M Bachelors z_Blue Collar 15 Commercial $6,640 Minivan $0 0 $0 6 z_Highly Rural/ Rural

1 1/14/59 2 12

No

Yes z_F

1 $0 1 Highly Urban/ Urban

2

3 13

No

Yes z_F

Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/10/59 0 12

No

Yes z_F

z_SUV

1 $0 1 z_Highly Rural/ Rural

718157186 1

2 12

No

Yes z_F z_High School z_Blue Collar 24 Commercial $4,010 z_SUV

2 $956 1 Highly Urban/ Urban

1 1/9/59 3 14

No

Yes z_F Bachelors Professional 19 Private

z_SUV

1 $0 12 Highly Urban/ Urban

0

1 9

Yes $0 z_No M z_High School z_Blue Collar 46 Commercial

Panel Truck

4 $0 1 Highly Urban/ Urban

0

0 10

No

Yes M PhD Lawyer 40 Private $16,030 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/7/59 2 13

No

Yes z_F Bachelors Clerical 51 Private $12,490 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 1/6/59 0 0 $0 No $0 Yes M Bachelors Student 50 Commercial $18,010 Minivan $0 0

6 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 42 Private

z_SUV

4 $0 1 Highly Urban/ Urban

1 1/3/59 2 15

Yes

z_No z_F Bachelors Professional 35 Private $11,660 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 1/3/59 2 13 No

Yes M PhD 33 Commercial

Panel Truck $0 0

13 Highly Urban/ Urban

0 1/1/59 0 12

No $0 z_No z_F z_High School Student 21 Private $5,730 z_SUV $0 0

1 Highly Urban/ Urban

0 1/1/59 2 12

No

Yes z_F z_High School z_Blue Collar 29 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

420298382 0 1/1/59 2 12 $133,776 No $374,317 Yes z_F z_High School z_Blue Collar 29 Private $25,080 Minivan $0 0 $0 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School Clerical 50 Private

z_SUV

2 $0 1 Highly Urban/ Urban

0 12/31/58 2 0 Yes $0 z_No z_F Bachelors Student 70 Commercial $5,500 Sports Car

3 $0 11 z_Highly Rural/ Rural

0 12/31/58 3 16

No

Yes M z_High School z_Blue Collar 25 Commercial $5,500 Pickup $0 0 $3,321 10 Highly Urban/ Urban

0 12/31/58 1 16

No

Yes z_F Bachelors Manager 28 Private $12,200 Sports Car

3 $0 11 Highly Urban/ Urban

789498504 0 12/31/58 2 0 Yes $0 z_No z_F Bachelors Student 70 Commercial $5,500 z_SUV $0 0 $1,995 11 z_Highly Rural/ Rural

0

3 16

Yes $0 z_No z_F Masters Lawyer 9 Private $10,750 z_SUV $0 0 $6,879 16 Highly Urban/ Urban

0 12/29/58 0 10

No

Yes z_F z_High School Clerical 12 Commercial $14,960 Pickup $4,056 2 $0 1 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No z_F

Minivan $0 0 $9,470 1 Highly Urban/ Urban

2

2 $28,430 No

Yes z_F

Minivan $0 0 $0 1 Highly Urban/ Urban

1

2 15

Yes $0 z_No z_F

z_SUV $0 0

6 Highly Urban/ Urban

1 12/26/58 1 8

Yes $0 z_No z_F Masters Professional 31 Private $5,500 z_SUV $0 0 $3,432 11 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Lawyer 5 Private

Van

2 $0 12 Highly Urban/ Urban

0

0 11

No Yes M

Van $0 0 $0 6 z_Highly Rural/ Rural

0

1 11

Yes

z_No z_F Bachelors z_Blue Collar 27 Commercial

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

1 12/21/58 3

Yes $0 z_No z_F Masters Lawyer 6 Private $21,690 Minivan

3

18 Highly Urban/ Urban

0

3 14

No

Yes z_F

2

3 12

No

Yes M Bachelors Professional 37 Commercial $23,450 Panel Truck $0 0

1 Highly Urban/ Urban

2

2 13 No

Yes M z_High School z_Blue Collar 66 Commercial $15,930 Minivan $2,718 2

1 Highly Urban/ Urban

0

2 1

No

Yes z_F

1 12/16/58 1 7

No

Yes z_F Bachelors Professional 5 Private $13,720 Sports Car

3 $0 11 Highly Urban/ Urban

0 12/16/58 0 12

No

z_No M z_High School z_Blue Collar 12 Commercial $8,630 Minivan $0 0 $0 1 z_Highly Rural/ Rural

214961196 2

2 12 No

Yes z_F $858

2 $0 6 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors Manager 30 Private $10,790 Pickup $5,399 1 $0 8 Highly Urban/ Urban

0

0 9 No

z_No z_F Bachelors Manager 42 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 13 No

Yes z_F z_High School Home Maker 5 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

401358030 0 12/10/58 0 13 No $199,444 Yes z_F z_High School Home Maker 5 Private $14,340 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 10 $157,263 No

,484

z_No M Masters 58 Commercial $21,230 Van $0 0 $0 18 Highly Urban/ Urban

134311337 0 12/9/58 0 12

No

Yes z_F Bachelors Professional 42 Private $13,800 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

2

No

Yes z_F

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School z_Blue Collar 39 Commercial

Van

1

8 Highly Urban/ Urban

34682975 0 12/7/58 0 10

No

z_No z_F Bachelors z_Blue Collar 42 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0 12/7/58 1 12

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

2 12

Yes $0 z_No z_F z_High School Clerical 44 Private $5,850 Sports Car $0 0

8 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 38 Private $13,980 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

3 14 No

Yes z_F Bachelors Professional 33 Private

Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 12/4/58 3

No

Yes z_F Bachelors z_Blue Collar 44 Private $14,610 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 13

No

Yes z_F Masters Lawyer 32 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 12/3/58 2 14

No

Yes M z_High School Manager 16 Private $5,600 Pickup

1 $0 6 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Clerical 37 Private $18,170 Van $0 0 $0 11 z_Highly Rural/ Rural

1

2 14

No $0 Yes M z_High School Student 30 Commercial $14,070 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M z_High School Professional 52 Private $14,620 Minivan

3

8 Highly Urban/ Urban

0 11/29/58 0 10

No $0 z_No z_F Masters Lawyer 45 Private $15,220 z_SUV

2 $0 20 Highly Urban/ Urban

0

0 7

No $0 z_No M z_High School z_Blue Collar 16 Commercial $13,780 Minivan

2 $0 5 Highly Urban/ Urban

1 11/28/58 1 9

No

Yes M z_High School z_Blue Collar 16 Commercial $14,420 Minivan $0 0 $0 1 Highly Urban/ Urban

3 11/28/58 3 14 $4,885 No $0 Yes z_F Bachelors Student 58 Commercial $5,600 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 11 No

Yes M Bachelors Manager 40 Private $16,610 Van $0 0 $0 9 Highly Urban/ Urban

0 11/25/58 0 10

No $0 z_No z_F Bachelors Manager 25 Private $9,360 z_SUV

3 $0 12 Highly Urban/ Urban

0

4 15

Yes

z_No z_F Bachelors Clerical 21 Private $18,120 Minivan $0 0 $0 8 Highly Urban/ Urban

2 11/23/58 2 14

No

Yes M Masters Manager 47 Commercial $22,310 Van

3

15 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 24 Private $13,820 Minivan $0 0 $0 1 Highly Urban/ Urban

1

4 16

Yes $0 z_No M Bachelors Manager 20 Private

Van $5,375 2 $0 14 Highly Urban/ Urban

0 11/19/58 1 7

Yes $0 z_No M z_High School z_Blue Collar 51 Commercial

Pickup

1

1 Highly Urban/ Urban

1

4 16 $38,819 No

Yes M z_High School z_Blue Collar 57 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0 11/17/58 0 12

No Yes M $34,575

2

6 Highly Urban/ Urban

1 11/17/58 3 13 $257 Yes $0 z_No z_F

z_SUV

1 $0 1 z_Highly Rural/ Rural

2

3

No

Yes z_F

0 11/16/58 0 8

No $0 z_No M PhD Doctor 27 Private $7,340 Minivan $0 0 $0 Highly Urban/ Urban

0 11/16/58 3 12

Yes $0 z_No z_F z_High School Clerical 25 Private $5,600 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors z_Blue Collar 35 Commercial $12,050 Pickup $0 0 $0 9 z_Highly Rural/ Rural

179770748 0 11/15/58 0 12 No $282,125 Yes M Bachelors z_Blue Collar 35 Commercial $20,950 Van $0 0 $0 9 z_Highly Rural/ Rural

1 11/15/58 2 10

Yes $0 z_No M Masters 33 Commercial $18,810 Van

2 $0 13 Highly Urban/ Urban

1

2 13

No

Yes z_F $6,789

1 $0 1 Highly Urban/ Urban

962330881 0 11/11/58 0 9

No

z_No z_F z_High School Clerical 5 Private $8,710 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

z_No M Masters Manager 45 Private $12,560 Minivan $0 0

19 Highly Urban/ Urban

0

0 6

No $0 z_No M $3,065

1 Highly Urban/ Urban

0 11/8/58 2 0 No

Yes z_F Bachelors Home Maker 38 Private $5,600 Sports Car $0 0 $0 17 z_Highly Rural/ Rural

1

1 10

No

Yes M Bachelors Clerical 20 Private $11,190 Pickup $0 0 $0 14 Highly Urban/ Urban

264240413 0

1 13

Yes $0 z_No M Bachelors Clerical 7 Private $8,830 Minivan $2,516 2 $0 9 Highly Urban/ Urban

1 11/5/58 2 0 $0 No $0 Yes M

515125019 0

1 11

No

Yes M z_High School Clerical 23 Private $9,200 Minivan

3 $0 1 Highly Urban/ Urban

0 11/4/58 0 11

No

z_No z_F Bachelors Professional 22 Private $25,530 Van $0 0 $0 7 Highly Urban/ Urban

0

0 7

No

Yes z_F Bachelors Home Maker 44 Private

z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 11/3/58 0 9

No z_No M Bachelors Clerical 34 Private $14,420 Minivan

4 $0 11 Highly Urban/ Urban

2 11/3/58 3 12

Yes $0 z_No z_F z_High School Student 27 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Masters Lawyer 31 Private $5,600 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

2 11

No Yes M

Van $0 0 $0 1 z_Highly Rural/ Rural

2

2 13 No

Yes M $30,640

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

0 13

No

Yes M Bachelors Professional 17 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

0 0 $0 No

z_No z_F $2,320

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

464738176 0 10/29/58 0 0 $0 No $68,224 z_No z_F

1

2 15

Yes $0 z_No z_F Masters Lawyer 18 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

898993547 1

2 $0 No $0 Yes z_F

0

0 13

No $0 z_No z_F Bachelors z_Blue Collar 29 Commercial $16,880 z_SUV $0 0 $3,762 13 Highly Urban/ Urban

2 10/24/58 3 14

No

Yes z_F

Sports Car $0 0 $0 1 Highly Urban/ Urban

0 10/24/58 0 9

No

Yes M Masters Lawyer 17 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

1 14

Yes

z_No z_F Bachelors Clerical 26 Private $13,730 z_SUV

1 $0 10 Highly Urban/ Urban

0

1 8

Yes $0 z_No z_F Masters Manager 34 Commercial

Pickup $0 0

18 Highly Urban/ Urban

0 10/22/58 2 12 $50 No

Yes M Bachelors Student 19 Commercial $5,610 Pickup $0 0 $0 14 z_Highly Rural/ Rural

1

3 10 No

Yes M Bachelors Professional 26 Private

Van $0 0 $0 7 z_Highly Rural/ Rural

0

0 0 $0 No

z_No z_F

1 Highly Urban/ Urban

0

0 8

No

Yes z_F PhD Doctor 43 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

1

1 0 $0 No

Yes z_F Masters Home Maker 21 Private $5,600 Sports Car

3 $0 17 Highly Urban/ Urban

2

3 8

Yes

z_No z_F z_High School z_Blue Collar 31 Commercial

z_SUV $0 0

8 Highly Urban/ Urban

0

0 10

No

Yes M Masters Lawyer 59 Private $12,230 Minivan $0 0

9 Highly Urban/ Urban

0 10/13/58 3 2 No

Yes z_F z_High School Clerical 48 Private $11,780 Sports Car

4 $1,886 1 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School z_Blue Collar 32 Commercial $24,510 Pickup

1 $3,585 1 Highly Urban/ Urban

0 10/12/58 0

No

Yes z_F z_High School z_Blue Collar 28 Commercial $10,510 z_SUV $7,010 1 $0 1 Highly Urban/ Urban

0

0 10

No

z_No z_F z_High School z_Blue Collar 75 Private $11,690 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 10/11/58 0 10

No

z_No z_F z_High School Professional 35 Private $11,320 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

2 10

Yes

z_No M Bachelors z_Blue Collar 33 Commercial

Minivan $0 0 $0 3 Highly Urban/ Urban

1 10/10/58 1 10

No

Yes z_F Masters Lawyer 29 Private $15,220 z_SUV $0 0

8 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School Student 39 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0 10/9/58 0 10

No

Yes M Bachelors Manager 31 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

1 10/9/58 2

No

Yes z_F Masters Manager 17 Private $14,750 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/9/58 3 16

No $0 Yes z_F z_High School Student 30 Commercial

Pickup $0 0 $0 6 Highly Urban/ Urban

19903973 0 10/9/58 0 0 $0 No $0 Yes z_F $3,550

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 11

Yes $0 z_No M Bachelors Professional 5 Commercial

Panel Truck

5 $0 14 Highly Urban/ Urban

0

1 14

No Yes z_F Bachelors Home Maker 37 Private

Sports Car $0 0 $0 11 Highly Urban/ Urban

0 10/7/58 0 13

No $0 z_No M Masters Manager 9 Commercial $11,900 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Clerical 44 Private $20,120 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

2 15

No

Yes z_F Masters Lawyer 34 Private

z_SUV

1 $2,723 25 Highly Urban/ Urban

0

3 15

No

Yes M PhD Doctor 27 Private

Van $0 0 $0 8 Highly Urban/ Urban

0 10/3/58 1 12

No

Yes M PhD 62 Commercial

Van $0 0 $0 11 z_Highly Rural/ Rural

0

2 17

No

Yes z_F

2 10/2/58 3 15

No

Yes M Bachelors z_Blue Collar 66 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

0 11

No

Yes M

0 9/30/58 0 11

No

z_No M Masters Lawyer 40 Private

Pickup

1 $0 19 Highly Urban/ Urban

0

0 7

No

z_No M Masters 12 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0 9/28/58 0 14

No Yes M Bachelors Manager 26 Commercial

Panel Truck $0 0 $0 6 Highly Urban/ Urban

2 9/28/58 2 13

No

Yes z_F z_High School z_Blue Collar 29 Commercial $1,500 z_SUV

3 $0 1 Highly Urban/ Urban

195054268 2 9/28/58 2 13 $34,056 No $122,908 Yes z_F z_High School z_Blue Collar 29 Commercial $6,180 Sports Car $502 1 $0 1 Highly Urban/ Urban

1 9/28/58 2 12

No

Yes z_F Bachelors Home Maker 42 Private $16,570 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 11

No Yes M Bachelors z_Blue Collar 14 Commercial $18,330 Van

3 $0 10 Highly Urban/ Urban

0 9/27/58 1 9

Yes

z_No M z_High School z_Blue Collar 36 Commercial $11,630 Pickup $0 0 $0 6 Highly Urban/ Urban

0

2 15

No

Yes M Masters Lawyer 16 Private

Van $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 8 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

3 8

Yes $0 z_No z_F Bachelors Manager 8 Private $11,580 z_SUV

3 $0 Highly Urban/ Urban

163314492 0 9/24/58 3 8 Yes $0 z_No z_F Bachelors Manager 8 Private $12,510 Sports Car

2 $0 Highly Urban/ Urban

2 9/24/58 2 11

No

Yes M z_High School z_Blue Collar 49 Commercial $12,910 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 8

No $0 z_No z_F Bachelors z_Blue Collar 45 Commercial

z_SUV

3

14 Highly Urban/ Urban

0 9/23/58 0 12

No

Yes M PhD Lawyer 47 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0

2 0 $0 Yes z_No z_F

Sports Car $0 0 $0 5 z_Highly Rural/ Rural

1 9/22/58 2 8

No Yes z_F $1,944

2

2 Highly Urban/ Urban

1

2 13

Yes $0 z_No z_F z_High School z_Blue Collar 51 Commercial $12,190 z_SUV $0 0

8 Highly Urban/ Urban

871598772 1 9/20/58 2 13 $65,885 Yes $0 z_No z_F z_High School z_Blue Collar 51 Commercial $8,090 z_SUV $0 0 $4,390 8 Highly Urban/ Urban

0 9/20/58 0

No $0 z_No M Masters Lawyer 39 Private

Minivan $0 0 $0 18 z_Highly Rural/ Rural

871598772 1 9/20/58 2 13 $65,885 Yes $0 z_No z_F z_High School z_Blue Collar 32 Commercial

z_SUV $4,394 4

Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School z_Blue Collar 40 Commercial $25,980 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Clerical 21 Private $13,910 Minivan $0 0 $0 z_Highly Rural/ Rural

0

2 11

No

Yes z_F z_High School Professional 11 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

1

2 6

Yes $0 z_No z_F Bachelors z_Blue Collar 25 Commercial

Pickup

2

9 Highly Urban/ Urban

2

3 14

No

Yes z_F $5,588

7 Highly Urban/ Urban

1 9/15/58 1 14

No

Yes z_F z_High School Professional 38 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

677998499 1 9/15/58 1 14 $57,073 No $230,870 Yes z_F z_High School Professional 38 Private $18,260 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 14 No

Yes M Masters 35 Commercial

Van

3 $0 1 Highly Urban/ Urban

0

0 8

No $0 z_No M z_High School Clerical 17 Commercial $31,390 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

1 13

No

Yes z_F Masters Lawyer 50 Private $29,470 Sports Car $0 0

18 Highly Urban/ Urban

2 9/12/58 2 13 No

Yes z_F Bachelors z_Blue Collar 27 Commercial

z_SUV

1 $0 9 Highly Urban/ Urban

1

2 15

No

Yes z_F Masters Lawyer 23 Private

Pickup

2 $3,771 18 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Home Maker 27 Private $18,870 Minivan $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F

0 9/7/58 0 11 $23,250 No

Yes z_F

0

0

No $0 z_No z_F Bachelors Student 34 Commercial

z_SUV

1

9 Highly Urban/ Urban

0 9/4/58 2 15

No

Yes M Masters Lawyer 28 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

3 17

No

Yes z_F

2 $0 1 Highly Urban/ Urban

0 9/3/58 2 $0 Yes z_No z_F z_High School Student 19 Private

Sports Car

1 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 29 Private $26,480 Sports Car $8,623 3 $0 8 Highly Urban/ Urban

1 9/2/58 3 5

Yes z_No M z_High School Clerical 22 Private $16,860 Van $0 0 $0 1 Highly Urban/ Urban

721052628 0 9/2/58 0 12 No $0 z_No M Bachelors Manager 44 Commercial $23,690 Panel Truck

2 $0 11 Highly Urban/ Urban

0

0 11

No $0 Yes M z_High School Student 39 Commercial $8,170 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/1/58 0 13

No $0 z_No M Bachelors Professional 21 Private $10,550 Pickup $2,987 2 $0 12 Highly Urban/ Urban

582259166 0

2 12 $9,785 No

Yes z_F

z_SUV

2

1 Highly Urban/ Urban

0

2 13 Yes $0 z_No z_F z_High School Clerical 35 Private

z_SUV

2

1 Highly Urban/ Urban

0 8/30/58 0 $0 No

z_No z_F Bachelors Home Maker 43 Private

z_SUV $0 0 $5,101 11 Highly Urban/ Urban

0

2 12

No

Yes z_F Masters Lawyer 45 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

2

3 11

Yes $0 z_No M z_High School Clerical 10 Private $11,960 Minivan $45,931 1

1 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School Clerical 26 Private $5,600 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 14

No

z_No z_F Masters Lawyer 13 Private $18,850 Minivan $0 0

11 Highly Urban/ Urban

0 8/22/58 0 12

No

Yes M z_High School Professional 24 Private $1,500 Minivan $0 0

10 Highly Urban/ Urban

0

0 10

No

Yes z_F PhD Doctor 29 Private

Van $0 0 $0 17 Highly Urban/ Urban

0 8/21/58 0 9

No

Yes M Masters Manager 9 Private

Minivan $0 0 $0 20 Highly Urban/ Urban

2

2 8

Yes $0 z_No M z_High School Student 53 Commercial $10,850 Pickup $5,810 3

8 Highly Urban/ Urban

0 8/20/58 0 12

No z_No z_F PhD Doctor 17 Private $21,730 z_SUV $0 0 $0 14 Highly Urban/ Urban

633397720 0 8/20/58 0 10

No $0 z_No M Masters Lawyer 47 Private

Van

3

10 Highly Urban/ Urban

633397720 0 8/20/58 0 10 $136,585 No $0 z_No M Masters Lawyer 24 Private $16,560 Minivan

3 $0 10 Highly Urban/ Urban

0

0 13

No

Yes M $1,044

2 $4,212 5 Highly Urban/ Urban

1

3 15

No $0 Yes z_F z_High School Student 40 Private $6,220 Sports Car

4 $0 1 Highly Urban/ Urban

96622902 1 8/12/58 3 15 $6,232 No $0 Yes z_F z_High School Student 40 Private

Sports Car $6,953 1

1 Highly Urban/ Urban

2

4 0 $0 Yes $0 z_No z_F Masters Home Maker 53 Private $1,500 Sports Car $1,433 2 $292 Highly Urban/ Urban

1 8/11/58 1 13 No $0 Yes M z_High School Student 36 Private $9,130 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 8/11/58 0 12

No

z_No M Bachelors z_Blue Collar 29 Commercial $24,660 Minivan $0 0

8 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Manager 45 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

1

2 13

No

Yes M Bachelors Clerical 20 Private $14,390 Minivan

2 $0 13 Highly Urban/ Urban

1

3 0 $0 No

Yes z_F z_High School Home Maker 42 Private $1,500 Sports Car

1

1 Highly Urban/ Urban

0

0 5

No

Yes z_F z_High School z_Blue Collar 27 Commercial

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 8/3/58 2 16

No

Yes M z_High School z_Blue Collar 46 Commercial $19,300 Minivan

3 $2,910 Highly Urban/ Urban

0

0 13 $69,083 No

Yes z_F Bachelors Professional 35 Private $10,510 z_SUV

3 $0 16 Highly Urban/ Urban

0 8/2/58 2 0 $0 No $0 Yes M z_High School Student 43 Commercial $10,950 Pickup $1,050 3 $0 1 z_Highly Rural/ Rural

2

3 15

No $0 Yes M z_High School Student 37 Commercial $7,020 Pickup

3 $0 14 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Manager 45 Private $13,640 Minivan

2 $0 1 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Manager 54 Private

Minivan

1 $0 13 Highly Urban/ Urban

0

0

No

Yes M Masters Professional 35 Private $15,950 Minivan

2 $0 20 Highly Urban/ Urban

0 7/29/58 0 10

No z_No M Bachelors Professional 48 Private $10,740 Minivan

4 $0 1 Highly Urban/ Urban

0

0 12

No $0 Yes M z_High School Student 37 Private $17,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

3 10

Yes $0 z_No z_F Bachelors Student 26 Private $7,790 Sports Car

4

10 z_Highly Rural/ Rural

2 7/27/58 3 14

No

Yes M Bachelors Manager 16 Private $15,380 Minivan $3,960 4 $0 10 Highly Urban/ Urban

0

1 13

No

Yes z_F

Minivan

1 $0 6 Highly Urban/ Urban

0 7/24/58 1 12 $218 Yes z_No z_F z_High School Student 34 Private $15,370 z_SUV

1 $0 8 Highly Urban/ Urban

481754281 0

0 0 $0 No z_No z_F Masters Home Maker 43 Private $5,600 Sports Car $0 0 $3,018 20 Highly Urban/ Urban

0

0 11

No

z_No z_F z_High School z_Blue Collar 25 Commercial $9,970 z_SUV $0 0 $0 Highly Urban/ Urban

0 7/21/58 2 17

No $0 Yes z_F

Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

3 12

No

Yes z_F z_High School Clerical 26 Private $28,090 Minivan

2

12 Highly Urban/ Urban

0 7/20/58 0 11

No

Yes z_F Bachelors Professional 34 Private $21,300 Pickup $0 0 $0 5 Highly Urban/ Urban

0

3 0 $0 No $0 Yes z_F Bachelors Student 40 Commercial

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

224170926 0 7/18/58 3 0 $0 No $0 Yes z_F Bachelors Student 40 Commercial $5,600 z_SUV

2 $0 5 z_Highly Rural/ Rural

0

0 13

No

Yes M Masters Professional 25 Commercial $24,660 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0 7/17/58 0

No $0 z_No M Bachelors Professional 43 Private

Van $0 0 $0 10 Highly Urban/ Urban

0 7/17/58 0 10 No

Yes z_F z_High School Student 28 Private $6,740 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

2 7

Yes

z_No z_F

0 7/15/58 0 8

No Yes M Bachelors z_Blue Collar 9 Private

Minivan

1

10 Highly Urban/ Urban

3 7/15/58 3 14

No

Yes z_F Bachelors Professional 12 Private $8,860 Sports Car $2,680 1

11 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD 16 Commercial $20,760 Van $1,994 1 $0 17 Highly Urban/ Urban

2

2 10

No

Yes z_F PhD 52 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School Home Maker 22 Private $17,570 Sports Car

2 $0 1 Highly Urban/ Urban

0 7/11/58 1 13

No

Yes z_F z_High School Clerical 43 Private $8,960 z_SUV

1 $0 5 Highly Urban/ Urban

0 7/11/58 1 13

No

Yes z_F Bachelors Manager 25 Private $12,980 Minivan $0 0

10 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 40 Private $12,860 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes M z_High School z_Blue Collar 17 Private $14,130 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 33 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

845706926 0 7/8/58 0 11

No

Yes z_F z_High School Clerical 14 Private $14,320 Minivan $0 0 $0 1 Highly Urban/ Urban

845706926 0 7/8/58 0 11 $39,066 No Yes z_F z_High School Clerical 25 Private $7,920 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 6

No $0 z_No M

2 7/5/58 3 0 $0 No

Yes z_F z_High School Home Maker 27 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 7/5/58 3

No

Yes z_F Bachelors Home Maker 53 Private $10,580 z_SUV

2 $3,858 18 Highly Urban/ Urban

0

0 6

No $0 z_No z_F PhD 40 Commercial $24,670 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 67 Commercial $15,990 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 7/2/58 2 13

No

Yes z_F z_High School Clerical 59 Private

z_SUV

1

6 Highly Urban/ Urban

1

3 11

Yes

z_No z_F z_High School z_Blue Collar 44 Commercial $10,680 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/1/58 0 13

No

Yes z_F Bachelors Professional 13 Private $15,290 Minivan $0 0 $0 10 Highly Urban/ Urban

847998804 0

0 12

No

z_No z_F z_High School Home Maker 27 Private $5,600 z_SUV $1,391 1 $0 6 Highly Urban/ Urban

0 6/30/58 0 12

No

Yes M z_High School Clerical 11 Commercial $5,600 Pickup $0 0 $0 1 z_Highly Rural/ Rural

3

3 14

No

Yes z_F Masters Professional 10 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0 6/29/58 1 12

Yes $0 z_No z_F Bachelors Professional 41 Private $9,330 z_SUV

2 $0 14 Highly Urban/ Urban

0 6/29/58 0 7

No

Yes M Bachelors Manager 45 Private $22,510 Minivan $0 0 $0 10 Highly Urban/ Urban

251851062 0 6/29/58 0 8

No $0 z_No M

251851062 0 6/29/58 0 8 $36,807 No $0 z_No M

3

3 13 $57,371 No

Yes z_F z_High School z_Blue Collar 69 Commercial $28,600 Pickup $1,858 4 $3,340 7 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Clerical 41 Private $11,810 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Manager 39 Private $15,160 Minivan $0 0 $0 8 Highly Urban/ Urban

1 6/24/58 2 13

No $0 Yes z_F

1

3 17

No

Yes M z_High School Professional 46 Private $17,810 Van $0 0 $0 1 Highly Urban/ Urban

1

1 11

No Yes M PhD 30 Commercial $5,620 Pickup

2

18 Highly Urban/ Urban

0

0 13 $4,130 No

Yes z_F Bachelors Home Maker 51 Private $1,500 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

0 0 $0 No

z_No z_F Masters Home Maker 47 Private $13,030 z_SUV

1

15 Highly Urban/ Urban

0

0 12

No

Yes M Masters 5 Commercial $31,560 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

1 14

Yes $0 z_No z_F

2 $0 6 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 57 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 6/14/58 0 10

No $0 z_No z_F $9,642

3 $4,277 5 Highly Urban/ Urban

0 6/14/58 0 11

No

z_No z_F

Minivan $0 0

1 Highly Urban/ Urban

1 6/14/58 2 10

No

Yes M Bachelors z_Blue Collar 5 Commercial $10,530 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0 6/14/58 1 7

No

Yes z_F Bachelors Home Maker 12 Private $12,440 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

3 15 No

Yes z_F z_High School Professional 38 Private

Minivan $0 0

6 Highly Urban/ Urban

667069495 0 6/13/58 3 15 No $177,209 Yes z_F z_High School Professional 38 Private $11,510 z_SUV

1 $0 6 Highly Urban/ Urban

2 6/13/58 2 0 $0 Yes $0 z_No z_F Masters Lawyer 19 Private $11,100 Sports Car $0 0

17 Highly Urban/ Urban

0 6/13/58 2

Yes

z_No z_F Bachelors Professional 35 Private $14,910 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

0 10

No

Yes M Bachelors z_Blue Collar 39 Commercial $14,600 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

2 14

Yes

z_No M Bachelors Professional 31 Private

Pickup

2 $0 5 Highly Urban/ Urban

0

2 14 Yes

z_No M z_High School z_Blue Collar 28 Commercial

Panel Truck $0 0

12 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Professional 32 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

634343179 0

0 9

No

z_No M Masters 44 Commercial

Van $0 0 $0 17 Highly Urban/ Urban

634343179 0 6/2/58 0 9 $107,814 No $282,778 z_No M Masters 28 Commercial $16,380 Van

2 $0 Highly Urban/ Urban

0

0 12

No Yes M PhD 12 Commercial $20,130 Van $4,188 1 $0 15 Highly Urban/ Urban

0 5/31/58 0

No

Yes M Masters Manager 15 Commercial

Panel Truck $9,980 1 $0 17 Highly Urban/ Urban

0

0 7

No

z_No z_F Masters Professional 11 Private $6,820 z_SUV $0 0 $0 1 Highly Urban/ Urban

2

2 11

No

Yes M Bachelors Professional 13 Commercial

Panel Truck

3 $0 Highly Urban/ Urban

0

0 8 No z_No z_F Bachelors Professional 17 Private $10,420 z_SUV

3 $0 6 Highly Urban/ Urban

0

0 9

No $0 z_No M $41,669

3

1 Highly Urban/ Urban

75005626 0 5/24/58 0 9 $18,939 No $0 z_No M

4

1 Highly Urban/ Urban

0 5/24/58 0 6

No

Yes z_F Bachelors Professional 25 Private $8,440 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 5/24/58 0 15

No

Yes M

0

0 5

No $0 z_No z_F z_High School z_Blue Collar 46 Commercial $6,830 z_SUV $0 0

1 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Home Maker 25 Private $7,890 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 5/20/58 0 11

No

Yes z_F Bachelors z_Blue Collar 6 Commercial

z_SUV $0 0 $0 14 z_Highly Rural/ Rural

955376851 0 5/20/58 0 12 $23,327 No $147,099 z_No z_F Bachelors Home Maker 25 Private $13,460 Sports Car

2 $0 11 Highly Urban/ Urban

0

0 11

No z_No z_F Bachelors z_Blue Collar 49 Commercial

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Manager 18 Commercial

Pickup

1 $0 16 Highly Urban/ Urban

0 5/15/58 0 7

No $0 z_No M z_High School Student 41 Private $5,600 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

3 0 $0 No $0 Yes z_F $9,715

1 $0 1 Highly Urban/ Urban

0 5/14/58 3 8

No

Yes z_F Bachelors Clerical 31 Private $5,600 z_SUV $0 0

9 Highly Urban/ Urban

0

2 0 $0 Yes

z_No z_F Masters Home Maker 18 Private $32,090 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 5/13/58 0 11

No

Yes z_F z_High School Manager 51 Private $10,830 z_SUV

4 $0 1 Highly Urban/ Urban

0 5/13/58 0 13

No

Yes z_F z_High School Clerical 48 Private $20,800 Sports Car $0 0

5 Highly Urban/ Urban

0

2 17

No

Yes M PhD Lawyer 16 Private $16,570 Van $0 0 $0 8 Highly Urban/ Urban

0 5/12/58 0 12

No

z_No M z_High School Clerical 41 Private

Pickup

2 $0 7 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School z_Blue Collar 39 Commercial $18,800 z_SUV

2 $0 10 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Bachelors Manager 33 Private $16,160 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

z_No z_F z_High School Professional 40 Private $5,600 z_SUV

1 $0 1 Highly Urban/ Urban

915517588 0

2 12

No

Yes z_F Masters Home Maker 41 Commercial $22,210 Pickup $0 0 $0 12 Highly Urban/ Urban

0 5/6/58 0

No

Yes M Bachelors Professional 85 Private

Van $0 0 $0 9 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F Bachelors Student 55 Commercial $5,600 Sports Car $0 0 $0 14 z_Highly Rural/ Rural

0

3 11 No

Yes z_F z_High School Professional 35 Private $9,170 z_SUV $0 0 $5,050 8 Highly Urban/ Urban

233495103 0 5/3/58 0 12

No

Yes z_F PhD 33 Commercial $16,990 Pickup

2 $0 9 Highly Urban/ Urban

0 5/3/58 0 12

No

Yes M Bachelors Professional 30 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M Bachelors Student 18 Commercial $6,610 Pickup

2 $0 1 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 23 Commercial $18,870 Pickup $5,581 2

1 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 13 Private $11,320 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

0 10

No

Yes z_F z_High School Professional 6 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

711833264 1 4/26/58 1

No

Yes z_F $9,995

1

1 Highly Urban/ Urban

1

2 8

Yes

z_No M Masters Lawyer 23 Private $22,060 Minivan $4,165 1 $0 18 Highly Urban/ Urban

2

3 13

No

Yes M Bachelors Manager 32 Private $11,980 Minivan $0 0 $0 12 Highly Urban/ Urban

2 4/23/58 3 16

Yes $0 z_No z_F z_High School Home Maker 40 Private $27,910 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 4/23/58 3 $0 Yes $0 z_No z_F z_High School Home Maker 31 Private $15,670 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 4/23/58 1 13 $24,660 No

Yes M z_High School Professional 25 Commercial $16,230 Van $5,330 1 $3,884 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 21 Private $28,710 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/22/58 2 13

No

Yes z_F z_High School z_Blue Collar 37 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

1

3 13

No

Yes z_F Bachelors Professional 23 Commercial

Van

2 $0 3 Highly Urban/ Urban

0 4/19/58 0 0 $0 No $0 z_No z_F z_High School Student 13 Commercial $5,600 z_SUV $0 0 $8,193 Highly Urban/ Urban

0 4/19/58 1 13 No

Yes M $2,770

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 10

No

Yes z_F PhD Manager 5 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 4/18/58 0 13 No $0 Yes M Bachelors Student 95 Commercial $23,970 Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0

2 13 Yes

z_No z_F Bachelors Professional 25 Private

Sports Car $3,220 3 $0 7 Highly Urban/ Urban

1

2 14

No Yes z_F z_High School z_Blue Collar 80 Private $7,420 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 4/15/58 2 11

Yes $0 z_No z_F Bachelors Professional 16 Private

Minivan $0 0 $0 3 Highly Urban/ Urban

1

3 16

No

Yes z_F PhD Manager 30 Private $11,300 z_SUV

1 $0 1 Highly Urban/ Urban

1 4/14/58 1 11

No

Yes z_F Bachelors Manager 41 Private $5,600 z_SUV

2

11 Highly Urban/ Urban

0

4 8

No

Yes z_F

0 4/12/58 0 3

No $0 z_No z_F Masters Lawyer 36 Private $6,000 Sports Car

2

21 Highly Urban/ Urban

85679111 0 4/12/58 0 3 $85,545 No $0 z_No z_F Masters Lawyer 36 Private $6,240 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 60 Private $5,600 z_SUV $0 0 $0 19 z_Highly Rural/ Rural

0 4/11/58 3 13 $16,680 Yes $0 z_No z_F

3

3 $109,957 No

Yes z_F Masters Manager 32 Private

z_SUV $0 0 $5,853 Highly Urban/ Urban

0

2 15

No

Yes M z_High School z_Blue Collar 10 Private $7,930 Pickup $0 0

1 Highly Urban/ Urban

786755285 0

0 12

No

Yes M z_High School z_Blue Collar 42 Private $8,790 Minivan $0 0

10 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Professional 30 Commercial $11,960 Pickup $5,759 2 $0 8 Highly Urban/ Urban

0 4/6/58 2 12

No

Yes z_F

0

2 16

No

Yes M

3 $0 5 Highly Urban/ Urban

1

1 11

No

Yes z_F z_High School z_Blue Collar 36 Commercial $11,510 z_SUV $0 0 $1,731 1 Highly Urban/ Urban

0

2 16

No

Yes z_F Masters Lawyer 5 Private $13,250 Sports Car $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 37 Commercial $11,360 Pickup $0 0 $5,900 9 Highly Urban/ Urban

0 4/1/58 0 7

No

Yes M z_High School Clerical 62 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

681971608 0 4/1/58 0 13 $57,615 No $181,310 Yes M Bachelors z_Blue Collar 37 Commercial

Van

1 $3,698 9 Highly Urban/ Urban

0 4/1/58 0 9

No $0 z_No z_F Masters Manager 32 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

282856816 0

1 13

No Yes M

0

0 6 No z_No M PhD Manager 40 Private $16,500 Minivan $0 0 $0 13 Highly Urban/ Urban

1 3/29/58 1 5

Yes

z_No M z_High School Clerical 57 Private $9,030 Pickup $0 0 $0 1 z_Highly Rural/ Rural

1 3/29/58 1 10

No

Yes z_F z_High School z_Blue Collar 25 Commercial $22,210 Van

2 $0 8 Highly Urban/ Urban

0 3/29/58 3 11

Yes $0 z_No z_F z_High School z_Blue Collar 9 Commercial $14,440 z_SUV

3 $0 5 z_Highly Rural/ Rural

0 3/29/58 3 12

No

Yes z_F

0

1 13

No

Yes z_F Bachelors Home Maker 48 Private $12,880 Pickup $6,444 1 $0 12 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School Clerical 21 Private $5,600 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 4

No $0 z_No z_F PhD Lawyer 21 Private

Sports Car $0 0 $0 8 Highly Urban/ Urban

1

1 12

No

Yes M Bachelors Professional 56 Commercial

Panel Truck $0 0

Highly Urban/ Urban

40149003 0 3/22/58 0 14 No

z_No M Bachelors Professional 26 Private $17,580 Van $3,351 3 $0 10 Highly Urban/ Urban

2

2 0 $0 No

Yes z_F z_High School Home Maker 43 Private $14,980 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

2

4 8

No $0 Yes M

2 $0 1 Highly Urban/ Urban

361828312 1 3/20/58 2 14

No Yes z_F z_High School Home Maker 6 Private $5,600 z_SUV

1 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Professional 30 Commercial

Van

2

8 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Home Maker 43 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 3/16/58 0 0 $0 No

Yes z_F Bachelors Home Maker 40 Private $5,600 z_SUV $5,020 3

11 Highly Urban/ Urban

0 3/16/58 0 9

No

z_No z_F

Pickup $0 0

1 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Manager 5 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

486162680 0 3/15/58 1 0 $0 No $0 Yes z_F Bachelors Home Maker 19 Private $8,760 z_SUV

2 $0 14 Highly Urban/ Urban

205800569 0 3/15/58 0 8 $104,436 No $304,883 Yes z_F Bachelors Manager 5 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

2 9

Yes

z_No z_F PhD 33 Commercial $33,210 Van

1 $0 11 Highly Urban/ Urban

0

1 14

Yes $0 z_No M Bachelors Professional 25 Commercial

Panel Truck $0 0

5 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Lawyer 35 Private $18,460 z_SUV

2 $0 18 Highly Urban/ Urban

0

0 6

No

z_No M Masters 28 Commercial $19,530 Van

3 $2,289 17 Highly Urban/ Urban

0 3/6/58 0 0 $0 No $0 Yes z_F z_High School Home Maker 49 Private $5,700 z_SUV

3 $0 7 z_Highly Rural/ Rural

0 3/6/58 0 10

No

z_No M z_High School z_Blue Collar 35 Commercial $10,480 Pickup

1 $0 9 Highly Urban/ Urban

3 3/6/58 4

No

Yes M z_High School Clerical 39 Commercial

Van

4 $0 1 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F

3 $0 1 Highly Urban/ Urban

0 3/4/58 0 8

No $0 z_No M Masters 31 Commercial

Panel Truck

3 $0 20 Highly Urban/ Urban

1 3/4/58 2 14

Yes $0 z_No M Bachelors z_Blue Collar 33 Commercial $16,020 Minivan $0 0

1 Highly Urban/ Urban

672676093 0

0 10

No $0 z_No z_F z_High School z_Blue Collar 10 Private $14,640 Minivan $0 0 $0 10 Highly Urban/ Urban

0 2/28/58 0 11 No $0 z_No z_F Bachelors z_Blue Collar 49 Commercial $13,070 Sports Car $2,932 3 $3,404 13 Highly Urban/ Urban

0 2/27/58 2 9

No

Yes M z_High School Clerical 40 Private $12,260 Minivan

1 $0 11 Highly Urban/ Urban

849526552 1 2/27/58 1 12

Yes $0 z_No M Bachelors z_Blue Collar 74 Commercial $24,050 Panel Truck $0 0 $0 z_Highly Rural/ Rural

1 2/26/58 4 8

Yes $0 z_No z_F PhD 46 Commercial $21,520 Pickup

2

17 Highly Urban/ Urban

2 2/26/58 3 10

No

Yes M Bachelors Professional 43 Private $5,600 Pickup $1,421 2 $0 1 Highly Urban/ Urban

0 2/26/58 0 9

No

z_No M Masters 34 Commercial

Panel Truck $0 0

15 Highly Urban/ Urban

592859964 2 2/26/58 3 10 $90,991 No $310,709 Yes M Bachelors Professional 43 Private $20,960 Minivan $0 0 $0 1 Highly Urban/ Urban
265792515 0 2/26/58 0 9 $173,557 No $450,715 z_No M Masters 34 Commercial $22,960 Panel Truck

3 $0 15 Highly Urban/ Urban

2 2/25/58 2 14

No

Yes z_F z_High School z_Blue Collar 45 Private $18,280 Minivan $1,288 3 $0 11 Highly Urban/ Urban

0

0 10

No

Yes M

3 2/22/58 3 10

Yes $0 z_No z_F $5,576

1 Highly Urban/ Urban

2 2/22/58 2 12

No

Yes M Masters Lawyer 12 Private $15,430 Minivan $0 0 $0 20 Highly Urban/ Urban

2

3 14

No

Yes M z_High School z_Blue Collar 56 Commercial $11,280 Pickup $0 0 $0 6 Highly Urban/ Urban

1 2/16/58 2 10

No

Yes z_F z_High School Clerical 20 Private $9,800 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 2/16/58 2 14

No

Yes z_F Masters Manager 41 Commercial

Panel Truck $4,422 2 $2,908 18 Highly Urban/ Urban

180434966 1 2/16/58 2 10 $32,057 No $166,326 Yes z_F z_High School Clerical 20 Private $8,810 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 14

No

z_No z_F Bachelors Professional 36 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 14 Yes

z_No z_F

z_SUV

1 $0 1 Highly Urban/ Urban

0 2/12/58 0 8

No

Yes z_F Masters Lawyer 23 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

0 2/12/58 3 12

No

Yes M z_High School Clerical 28 Private $27,820 Minivan $0 0 $0 1 Highly Urban/ Urban

1 2/11/58 2 15

No

Yes z_F Bachelors Clerical 74 Private $11,710 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 2/9/58 0 9

No

Yes z_F z_High School Professional 31 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/8/58 0 10

No $0 z_No z_F PhD Doctor 26 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/6/58 0 6

No $0 z_No z_F Bachelors Clerical 29 Private $18,010 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

1 2/5/58 2 13

No

Yes M Masters Lawyer 64 Private $18,780 Van $0 0 $0 11 Highly Urban/ Urban

0 2/5/58 0 12

No

Yes z_F Bachelors Manager 37 Private $9,010 z_SUV

2 $0 3 Highly Urban/ Urban

130158352 1 2/5/58 2 13 $58,963 No $214,655 Yes M Masters Lawyer 25 Private

Van

1 $0 11 Highly Urban/ Urban

2 2/5/58 3 10

Yes $0 z_No M z_High School Professional 34 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

1 2/4/58 1 10

Yes $0 z_No z_F z_High School Manager 45 Commercial $18,050 Pickup

1

Highly Urban/ Urban

0

0 7

No

Yes M

528286303 0 2/2/58 0 11

No $0 z_No z_F Masters Home Maker 40 Private $11,050 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 2/1/58 0 11

No

Yes M Masters Lawyer 38 Private $10,440 Pickup $0 0 $0 19 z_Highly Rural/ Rural

1 1/30/58 2 14

No

Yes M z_High School z_Blue Collar 5 Commercial $16,000 Minivan

2 $4,111 1 Highly Urban/ Urban

0 1/30/58 2 13

No

Yes z_F Bachelors z_Blue Collar 12 Commercial

Minivan $0 0 $0 6 Highly Urban/ Urban

1 1/30/58 1 13

Yes

z_No M Masters Professional 18 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

830377560 0 1/30/58 2 13 $153,270 No $382,564 Yes z_F Bachelors z_Blue Collar 12 Commercial

Pickup

1 $0 6 Highly Urban/ Urban

0 1/29/58 0 12

No $0 z_No z_F z_High School Manager 32 Private $12,650 z_SUV $0 0

1 Highly Urban/ Urban

0

2 17

No

Yes z_F

1

2 13

Yes

z_No M z_High School z_Blue Collar 32 Commercial $17,680 Van

2 $0 1 z_Highly Rural/ Rural

0

2 15

Yes

z_No M Bachelors z_Blue Collar 22 Commercial $12,850 Minivan

3 $0 1 Highly Urban/ Urban

0 1/19/58 2 9 No

Yes M PhD Doctor 26 Private $11,740 Pickup $0 0 $0 20 Highly Urban/ Urban

0 1/19/58 0 11

No $0 z_No M z_High School z_Blue Collar 45 Commercial $14,540 Minivan $2,157 2 $0 1 Highly Urban/ Urban

877178697 0 1/19/58 0 6 $130 No

Yes z_F z_High School Home Maker 42 Private $5,340 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

2 13

Yes

z_No z_F Masters Lawyer 42 Private $21,340 Minivan $0 0 $0 12 z_Highly Rural/ Rural

1 1/18/58 2 10

No

Yes M Masters 34 Commercial $5,600 Pickup

2 $8,615 18 Highly Urban/ Urban

0 1/17/58 1 12

Yes $0 z_No z_F Bachelors Professional 51 Commercial $23,560 Pickup $0 0 $6,295 1 Highly Urban/ Urban

0 1/17/58 3 15

Yes

z_No M PhD Manager 9 Private

Pickup

1 $0 Highly Urban/ Urban

605237938 0 1/17/58 0 2

No z_No M Masters 32 Commercial $11,360 Pickup $4,538 2 $0 12 Highly Urban/ Urban

0 1/16/58 0 13

No Yes z_F z_High School z_Blue Collar 38 Commercial $17,900 Pickup

2 $0 6 Highly Urban/ Urban

1 1/15/58 1 11

Yes $0 z_No M PhD 36 Commercial

Panel Truck

2

14 Highly Urban/ Urban

0 1/15/58 3 15

Yes

z_No M Bachelors z_Blue Collar 29 Private $12,420 Minivan $0 0 $0 10 Highly Urban/ Urban

1

2 14

No

Yes z_F Masters Manager 51 Private $13,000 Sports Car

1 $0 12 Highly Urban/ Urban

0 1/14/58 0 11

No

Yes z_F z_High School Home Maker 40 Private $5,600 z_SUV

3 $0 9 Highly Urban/ Urban

129059757 0 1/14/58 0 11 $1,953 No $137,081 Yes z_F z_High School Home Maker 40 Private $14,080 z_SUV

3 $0 9 Highly Urban/ Urban

0 1/14/58 3 15

No

Yes M Masters Lawyer 32 Private $13,520 Minivan

2 $0 21 Highly Urban/ Urban

1 1/14/58 2 15

No

Yes z_F z_High School Clerical 32 Private $9,980 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

3 16 $5,316 No

Yes z_F Bachelors Home Maker 30 Private $9,160 z_SUV $0 0 $0 8 Highly Urban/ Urban

1

3 0 $0 Yes

z_No M

666444862 1 1/12/58 2 14

Yes

z_No z_F Bachelors Professional 43 Private $18,110 Minivan $0 0 $3,332 11 Highly Urban/ Urban

0

2 16

No

Yes z_F z_High School Clerical 42 Private $15,120 Sports Car

1

1 Highly Urban/ Urban

0 1/9/58 1 12

Yes $0 z_No z_F Masters Lawyer 22 Private $9,440 z_SUV $0 0 $0 12 Highly Urban/ Urban

1 1/8/58 3 13

No

Yes z_F

2

1 Highly Urban/ Urban

0 1/7/58 1 11

Yes

z_No z_F

690754289 0 1/7/58 3 14

No

Yes z_F Bachelors Student 20 Private $5,300 z_SUV $0 0 $0 6 Highly Urban/ Urban

450364865 0 1/7/58 0 11

No

Yes M Masters 29 Commercial $30,840 Panel Truck

2 $0 18 z_Highly Rural/ Rural

169013078 0 1/1/58 0 11

No

Yes z_F Masters Lawyer 19 Private

Sports Car $0 0 $0 21 Highly Urban/ Urban

0

2

No

,354

Yes M Bachelors z_Blue Collar 28 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0

0 9

No $0 z_No M Bachelors Professional 31 Commercial

Panel Truck

1 $4,665 8 Highly Urban/ Urban

0 12/27/57 0 12

No $0 z_No z_F Bachelors z_Blue Collar 65 Commercial $10,110 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

2

2 9

No

Yes z_F Bachelors z_Blue Collar 34 Private $20,590 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors Professional 39 Private $12,300 Minivan $5,101 2 $0 5 Highly Urban/ Urban

0 12/25/57 0 11

No

Yes M Bachelors Professional 14 Commercial

Panel Truck

2

7 Highly Urban/ Urban

361377688 0 12/25/57 0 8 $67,014 No z_No M Bachelors Professional 39 Private $24,050 Minivan

2 $0 5 Highly Urban/ Urban

0 12/25/57 0 10

No $0 z_No z_F Bachelors z_Blue Collar 26 Commercial $14,210 z_SUV $3,189 2 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Manager 44 Private $12,190 z_SUV

2 $0 Highly Urban/ Urban

314329596 0

0 8

No

z_No M Bachelors Professional 31 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

314329596 0 12/23/57 0 8 $95,166 No $306,407 z_No M Bachelors Professional 57 Commercial $21,690 Van

3

8 Highly Urban/ Urban

0 12/23/57 0 13

No

Yes z_F z_High School z_Blue Collar 35 Commercial $18,240 z_SUV

1 $4,506 1 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F

Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

2 12

No

Yes M Masters 47 Commercial $12,100 Pickup

2

7 Highly Urban/ Urban

602229598 2 12/21/57 2 12 $64,957 No $209,019 Yes M Masters 47 Private $15,000 Minivan $7,323 1 $0 7 Highly Urban/ Urban
131421512 0

0 0 $0 No

Yes z_F Masters Lawyer 56 Private $10,550 Minivan

2 $0 10 Highly Urban/ Urban

131421512 0 12/20/57 0 0 $0 No $95,757 Yes z_F Masters Lawyer 33 Private $8,870 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 12/20/57 2 15

No

Yes M Bachelors z_Blue Collar 44 Commercial $20,380 Van $0 0 $0 11 z_Highly Rural/ Rural

1 12/20/57 2 13

No

Yes z_F z_High School Clerical 14 Private

Pickup $0 0

6 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 40 Commercial $16,890 Van $0 0 $0 8 Highly Urban/ Urban

0 12/19/57 2 9

Yes $0 z_No z_F Bachelors Professional 69 Private $5,600 Sports Car $7,551 1 $0 z_Highly Rural/ Rural

2

2 9

Yes

z_No M z_High School Manager 49 Commercial $10,810 Pickup $6,985 1

1 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Manager 10 Private $5,600 Sports Car $6,033 4 $0 1 Highly Urban/ Urban

0 12/17/57 1 9

No

Yes M Bachelors Professional 38 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 13

No

Yes z_F Masters Lawyer 22 Private $18,160 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 19 Private $30,340 Pickup $0 0 $0 22 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Professional 38 Private $22,860 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Clerical 31 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

939976071 0

2 13

No Yes z_F Bachelors z_Blue Collar 39 Commercial $27,240 Sports Car $7,776 2

Highly Urban/ Urban

0

0 11

No $0 z_No M

0

0 11

No

Yes M Masters Professional 33 Commercial

Panel Truck $0 0 $0 9 Highly Urban/ Urban

602318059 0 12/4/57 0 11 $111,407 No $320,420 Yes M Masters Professional 33 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0 12/4/57 3 12 Yes $0 z_No z_F z_High School Student 5 Commercial $7,960 z_SUV

1 $0 10 Highly Urban/ Urban

539678669 0

2 14

No

Yes M z_High School Manager 34 Private $20,420 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors z_Blue Collar 37 Commercial

Minivan

1 $0 12 Highly Urban/ Urban

0 12/2/57 0 9

No

Yes z_F $536

1

1 Highly Urban/ Urban

0

0 10

No

z_No M Bachelors z_Blue Collar 47 Commercial $5,600 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0

0 11

No

z_No z_F Bachelors z_Blue Collar 31 Commercial

z_SUV

2

8 Highly Urban/ Urban

1 11/29/57 2 14

Yes

z_No M z_High School z_Blue Collar 30 Commercial $15,930 Minivan $0 0 $0 6 Highly Urban/ Urban

705419297 0 11/29/57 0 11 $71,303 No z_No z_F Bachelors z_Blue Collar 31 Commercial $30,660 Minivan $0 0 $0 8 Highly Urban/ Urban

2

2 8 No $0 Yes M $9,419

1 $0 6 z_Highly Rural/ Rural

132742099 0 11/28/57 0 7

No $0 z_No M Bachelors z_Blue Collar 22 Commercial $18,270 Van

1

6 Highly Urban/ Urban

373919199 3 11/28/57 3 0 $0 No $0 Yes z_F z_High School Student 34 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No z_F z_High School Home Maker 40 Private $8,390 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

761909052 0 11/27/57 0 $27,907 No $152,144 z_No z_F z_High School Home Maker 40 Private $14,500 Minivan $0 0 $0 6 z_Highly Rural/ Rural
12404014 0 11/27/57 0 0 $0 No $0 z_No M Bachelors Student 28 Commercial

Panel Truck

1 $0 z_Highly Rural/ Rural

1

2 13

Yes

z_No z_F Masters Lawyer 35 Private $1,500 z_SUV $20,972 2

17 Highly Urban/ Urban

472584024 1 11/23/57 2 13 $111,014 Yes $298,205 z_No z_F Masters Lawyer 35 Private $16,700 z_SUV $0 0 $0 17 Highly Urban/ Urban

1

3 13

No

Yes z_F z_High School Manager 30 Private $13,520 Sports Car $3,469 2 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Masters 21 Commercial $16,640 Van $0 0

14 Highly Urban/ Urban

1

1 12

No

Yes z_F Bachelors Professional 25 Private

Minivan $0 0 $5,320 8 Highly Urban/ Urban

3 11/18/57 3 15

No

Yes M Masters Manager 22 Private $13,860 Minivan $0 0

13 Highly Urban/ Urban

1 11/18/57 1 14

No

Yes z_F Bachelors Professional 26 Private $17,050 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

3 10

No

Yes z_F Bachelors z_Blue Collar 12 Commercial $15,550 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1

2 11

Yes $0 z_No z_F

Minivan $0 0

5 Highly Urban/ Urban

0

1 8

Yes

z_No z_F PhD Doctor 18 Private $5,700 Sports Car $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 43 Private $12,900 Minivan $0 0 $0 Highly Urban/ Urban

0 11/12/57 0 13

No

z_No M z_High School z_Blue Collar 26 Commercial $11,370 Pickup

1 $0 8 Highly Urban/ Urban

0

0 7

No $0 z_No z_F PhD Doctor 12 Private $10,710 z_SUV

1 $0 18 Highly Urban/ Urban

0

0 12

No

Yes M Masters Professional 31 Private $11,940 Pickup $974 2 $0 18 Highly Urban/ Urban

0

2 13 No

Yes z_F Bachelors z_Blue Collar 45 Commercial $5,700 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0 11/6/57 0 12

No

Yes z_F Masters Lawyer 24 Private $20,640 Minivan $0 0 $0 16 Highly Urban/ Urban

1

2 10

No

Yes M z_High School z_Blue Collar 32 Commercial $9,650 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

3 19 No

Yes M $3,967

2 $0 1 Highly Urban/ Urban

1

3 13

Yes $0 z_No M PhD 5 Commercial $19,980 Van $1,310 2 $0 23 Highly Urban/ Urban

1 10/30/57 2 0 $0 No

Yes z_F z_High School Home Maker 39 Private

z_SUV

1

1 z_Highly Rural/ Rural

0

0 6

No $0 z_No M Bachelors z_Blue Collar 41 Commercial $20,730 Van $0 0

1 Highly Urban/ Urban

0 10/29/57 1 15

No

Yes z_F $6,488

1 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M Masters 45 Commercial

Van $0 0 $0 11 Highly Urban/ Urban

1 10/27/57 3 10

No

Yes z_F Bachelors Home Maker 25 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes M z_High School z_Blue Collar 54 Commercial $18,610 Minivan $0 0

1 Highly Urban/ Urban

1

4 15 $9,950 No $0 Yes z_F z_High School Student 37 Private $6,690 z_SUV $0 0 $0 1 Highly Urban/ Urban

1 10/25/57 1 13

Yes

z_No z_F Bachelors Manager 37 Private $5,700 z_SUV

1 $0 9 Highly Urban/ Urban

160730761 1 10/25/57 1 $49,120 Yes $197,752 z_No z_F Bachelors Manager 37 Private $10,440 z_SUV $0 0

9 Highly Urban/ Urban

792318698 1 10/25/57 4 15 $9,950 No $0 Yes z_F z_High School Student 37 Private $18,800 Sports Car

3

1 Highly Urban/ Urban

0

0 8

No $172,461 Yes M z_High School z_Blue Collar 38 Commercial $22,960 Panel Truck $6,597 2 $3,350 1 Highly Urban/ Urban

2 10/23/57 2 11

No

Yes M PhD Manager 13 Commercial $30,610 Panel Truck $0 0 $0 Highly Urban/ Urban

1

1 10

No

Yes z_F Bachelors Professional 36 Private $14,830 z_SUV $0 0 $1,896 13 Highly Urban/ Urban

0

0 13

No

z_No M Bachelors Clerical 23 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 10/20/57 3 16

No

Yes z_F

0

0 8

No

z_No M $16,121

3 $3,428 8 Highly Urban/ Urban

0 10/18/57 0 12

No

Yes z_F z_High School z_Blue Collar 44 Commercial $1,500 z_SUV

2 $0 4 Highly Urban/ Urban

0

2 14 No

Yes M PhD Manager 25 Private $15,990 Minivan $0 0 $0 14 Highly Urban/ Urban

0 10/16/57 0 9

No

Yes z_F Bachelors Manager 23 Private $13,470 z_SUV $0 0 $0 7 Highly Urban/ Urban

870837092 0 10/16/57 0 6

No $0 z_No z_F Masters Lawyer 36 Private $25,200 Pickup $0 0 $0 15 Highly Urban/ Urban

0

0 10

No

Yes M Masters Professional 32 Private $15,280 Minivan $0 0 $0 16 Highly Urban/ Urban

0 10/15/57 0 11

No

Yes z_F Masters Lawyer 32 Private

z_SUV $5,346 2 $0 19 Highly Urban/ Urban

726219892 0 10/15/57 0 10 $86,596 No $251,362 Yes M Masters Professional 32 Private $7,570 Pickup $0 0 $0 16 Highly Urban/ Urban

1

2 5 $3,374 Yes $0 z_No z_F

2 $0 1 z_Highly Rural/ Rural

0 10/10/57 1 15

No

Yes M z_High School Clerical 30 Private $7,890 Pickup $0 0 $0 1 Highly Urban/ Urban

2

3 0 $0 No

Yes z_F Bachelors Home Maker 5 Private $9,240 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/9/57 0 14

No $0 z_No z_F Masters Home Maker 35 Private $17,520 z_SUV $0 0

8 Highly Urban/ Urban

0

1 7

Yes $0 z_No z_F PhD Manager 29 Private

z_SUV $9,828 1 $0 14 Highly Urban/ Urban

0

0 10

No z_No M Bachelors Clerical 22 Commercial $24,060 Minivan

2

6 Highly Urban/ Urban

1

3 12

No $0 Yes z_F z_High School Student 9 Private $9,900 z_SUV

3 $0 1 Highly Urban/ Urban

2

2 17

No

Yes z_F z_High School Clerical 35 Private $10,860 z_SUV

1

1 Highly Urban/ Urban

1

3 16

Yes

z_No z_F z_High School Clerical 37 Private $5,700 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

2 11

Yes $0 z_No M Bachelors Professional 13 Private $18,130 Van $0 0 $4,348 10 Highly Urban/ Urban

0

0 10

No z_No M Masters 46 Commercial $5,700 Pickup

2 $0 5 Highly Urban/ Urban

2 9/29/57 4 0 $0 Yes $0 z_No z_F

1 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 35 Commercial $6,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 10

Yes

z_No M Masters Lawyer 36 Private $5,700 Pickup

1

12 Highly Urban/ Urban

0 9/25/57 3 10

No $0 Yes M

533429603 0 9/25/57 1 10 Yes $342,728 z_No M Masters 36 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

2 14

Yes

z_No M Masters Manager 6 Private $24,510 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 11

No Yes M Masters Manager 29 Commercial

Van

2 $0 15 Highly Urban/ Urban

0 9/21/57 0 12

No

Yes M Masters 52 Commercial $18,190 Van $0 0 $0 15 Highly Urban/ Urban

0

0 7

No

Yes z_F Masters Lawyer 29 Private $24,790 z_SUV $0 0 $0 17 Highly Urban/ Urban

386902005 0 9/17/57 2 11

No

Yes z_F z_High School Professional 23 Private $24,100 Minivan

2 $0 9 Highly Urban/ Urban

0

1 10

No

Yes M Masters Manager 32 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

713884148 0 9/16/57 1 14

No

Yes z_F Bachelors z_Blue Collar 30 Commercial $14,130 z_SUV $6,240 1 $0 1 Highly Urban/ Urban

0 9/16/57 0 11

No $0 z_No z_F z_High School Clerical 45 Private $18,170 Minivan

2

1 Highly Urban/ Urban

345771306 0

0 8

No

z_No M z_High School Clerical 36 Commercial $11,830 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/13/57 2 14

No

Yes z_F Masters Manager 30 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 9/13/57 0 12

No

Yes z_F z_High School Manager 36 Private $12,580 Minivan $0 0 $0 7 Highly Urban/ Urban

2

2 0 $0 No

Yes M z_High School Home Maker 10 Private $19,590 Van $0 0 $0 1 Highly Urban/ Urban

2

3 15

No

Yes M PhD Lawyer 39 Private $15,350 Minivan

1

1 Highly Urban/ Urban

1 9/11/57 1 12

Yes

z_No z_F z_High School Home Maker 45 Private

z_SUV $0 0

5 Highly Urban/ Urban

3 9/11/57 3 6

No

Yes z_F

233129192 1 9/11/57 2 15

No

Yes z_F Masters Lawyer 20 Private $26,860 z_SUV

2 $0 11 Highly Urban/ Urban

67355622 0

0 12

No

Yes z_F Bachelors Home Maker 25 Private $15,840 z_SUV $8,455 3 $0 6 Highly Urban/ Urban

0

0 13

No

Yes M $3,710

3

1 Highly Urban/ Urban

0

4 14

Yes

z_No M

2

3 14

No

Yes M $1,188

1 $0 1 Highly Urban/ Urban

1 9/3/57 2 10

Yes $0 z_No M PhD Manager 30 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

105813423 1

3 5

Yes z_No M z_High School Clerical 37 Private $20,630 Van $6,870 2

8 z_Highly Rural/ Rural

0 9/2/57 0 10 No

Yes M

Minivan $0 0

6 Highly Urban/ Urban

0

0 3

No

Yes M

0

1 14

No

Yes z_F Bachelors z_Blue Collar 52 Commercial

Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 8/29/57 2 13

No $0 Yes z_F z_High School Student 19 Commercial $10,980 Sports Car $0 0 $0 1 Highly Urban/ Urban

1

1 11

No

Yes M z_High School Professional 18 Commercial $26,810 Panel Truck

1 $7,506 1 Highly Urban/ Urban

0

0 10

No

Yes M $27,380

Panel Truck $0 0 $0 4 Highly Urban/ Urban

0 8/27/57 0 7

No $0 z_No z_F PhD Doctor 39 Private $16,390 z_SUV

3 $5,013 13 Highly Urban/ Urban

433152167 0 8/27/57 0 10 $61,419 No $196,525 Yes M

0 8/27/57 1 13

Yes $0 z_No z_F PhD Doctor 54 Private $18,380 z_SUV

3 $0 13 Highly Urban/ Urban

0 8/27/57 2 13

No

Yes z_F z_High School Clerical 15 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School z_Blue Collar 39 Commercial $5,700 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 8/25/57 0 13

No

Yes z_F z_High School z_Blue Collar 27 Commercial $23,340 Sports Car

3 $3,350 1 Highly Urban/ Urban

1

2 15

No

Yes z_F z_High School z_Blue Collar 32 Commercial $20,170 Minivan

2

8 Highly Urban/ Urban

0 8/23/57 0 7

No

z_No z_F

Minivan $0 0 $0 4 z_Highly Rural/ Rural

0 8/23/57 3 11

No

Yes z_F Bachelors z_Blue Collar 47 Commercial $30,110 Pickup $0 0 $0 13 z_Highly Rural/ Rural

1

1 11 $52,898 Yes $0 z_No M z_High School z_Blue Collar 19 Commercial

Panel Truck $3,950 3

1 Highly Urban/ Urban

0

1 14

Yes $0 z_No M z_High School Clerical 40 Private $21,530 Minivan

2 $0 8 Highly Urban/ Urban

0

0 13

No

z_No M Bachelors Professional 46 Commercial $5,530 Pickup

2 $4,927 9 Highly Urban/ Urban

153651182 0

0 12

No

Yes z_F Masters Lawyer 9 Private $12,200 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 13

No

Yes M PhD 64 Commercial

Panel Truck $0 0 $0 22 Highly Urban/ Urban

1 8/18/57 2 9

No Yes z_F Masters Lawyer 51 Private

z_SUV

2 $3,753 9 Highly Urban/ Urban

240388657 0 8/18/57 0 13 $129,274 No $281,200 Yes M PhD 64 Private $11,090 Pickup $0 0 $0 22 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 76 Private $10,900 Pickup $0 0 $0 7 Highly Urban/ Urban

0

2 13

No

Yes z_F

0

2 12

Yes $0 z_No z_F

1 8/12/57 4 0 $0 Yes

z_No z_F z_High School Student 51 Commercial $9,090 z_SUV $6,195 2 $5,400 1 Highly Urban/ Urban

2

2 15

No

Yes M PhD Manager 36 Private $5,700 Pickup $0 0 $0 Highly Urban/ Urban

1 8/11/57 2 11

Yes

z_No z_F

z_SUV

2

1 Highly Urban/ Urban

0

1 11

No

Yes z_F z_High School z_Blue Collar 18 Commercial $21,300 Pickup $0 0

1 Highly Urban/ Urban

2 8/10/57 2 12

No

Yes z_F Masters Lawyer 13 Private $5,700 z_SUV

2 $0 19 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors z_Blue Collar 43 Commercial $13,270 Minivan $0 0 $0 12 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School z_Blue Collar 5 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/5/57 0 12

No $0 Yes z_F

0

0 7

No

Yes M $9,110

Pickup

2 $0 6 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School Clerical 5 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

0 13

No

Yes M PhD Manager 5 Private $16,070 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors z_Blue Collar 18 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

2

2 14

No Yes z_F z_High School Home Maker 13 Private $9,480 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Masters Home Maker 42 Private $22,010 Minivan $0 0 $0 15 z_Highly Rural/ Rural

2

2 9

Yes

z_No z_F Bachelors Professional 69 Private $18,600 Minivan $0 0 $0 5 z_Highly Rural/ Rural

453755417 0

0 11

No

Yes z_F Masters Lawyer 21 Private

Sports Car

3 $4,541 12 Highly Urban/ Urban

1

1 10

No

Yes M z_High School z_Blue Collar 30 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

3 12

No

Yes z_F Bachelors Professional 41 Private $19,760 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0 7/18/57 1 15

No

Yes M Bachelors z_Blue Collar 13 Commercial $8,860 Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 41 Private $29,080 Pickup

3 $0 15 Highly Urban/ Urban

0

0 10 $21,670 No $0 z_No z_F

2

1 Highly Urban/ Urban

1 7/15/57 2 12

No

Yes M z_High School z_Blue Collar 28 Commercial $21,620 Minivan $6,271 1 $0 10 Highly Urban/ Urban

870183904 3 7/15/57 3 14

No

Yes z_F Bachelors Professional 8 Private $19,250 Minivan

1 $0 12 Highly Urban/ Urban

2 7/15/57 2 7

Yes

z_No z_F PhD Manager 25 Private $18,080 z_SUV $0 0 $0 13 Highly Urban/ Urban

2 7/15/57 2 11 $4,913 Yes $0 z_No z_F z_High School Home Maker 47 Commercial $7,130 Pickup $0 0

1 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Clerical 48 Private $5,700 z_SUV $0 0

8 Highly Urban/ Urban

1

1 12

Yes $0 z_No z_F Bachelors Professional 37 Private

Sports Car

2

10 Highly Urban/ Urban

0 7/12/57 0 14

No $0 z_No M

1

3 15

No

Yes z_F Bachelors Professional 24 Private $13,770 Sports Car $0 0 $0 5 Highly Urban/ Urban

0

0 10

No

z_No M

Pickup $0 0 $4,380 1 Highly Urban/ Urban

0 7/9/57 0 11

No Yes z_F z_High School Professional 35 Private $10,840 Minivan $0 0 $0 9 Highly Urban/ Urban

0 7/9/57 0 13

No Yes M Masters 33 Commercial $27,770 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

2 11

Yes

z_No M Bachelors z_Blue Collar 44 Commercial $14,900 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 5 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

0 7/7/57 0 $92,395 No

Yes M Bachelors z_Blue Collar 20 Commercial $10,470 Pickup

1 $0 11 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Student 66 Private $15,380 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

0 12 No

Yes z_F Bachelors Clerical 57 Private $18,690 z_SUV

2 $0 8 Highly Urban/ Urban

1 7/4/57 1 10

Yes $0 z_No z_F Masters Lawyer 9 Private $11,550 z_SUV

1

12 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F

0

0 9

No

Yes z_F

289313269 0

0 13

No

Yes z_F Bachelors Professional 66 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

3 17

No

Yes z_F

z_SUV

1 $6,050 7 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 29 Commercial

Minivan $4,546 3 $3,443 1 Highly Urban/ Urban

146100539 0 6/27/57 0 9

No

z_No z_F z_High School Manager 44 Private

Sports Car $0 0 $7,170 7 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters 64 Commercial

Van $0 0

14 Highly Urban/ Urban

0 6/26/57 0

No z_No M Bachelors Professional 38 Commercial $43,290 Panel Truck

3

8 Highly Urban/ Urban

0 6/26/57 0 10

No $0 z_No z_F z_High School Clerical 27 Private $19,710 Sports Car

1

7 z_Highly Rural/ Rural

1

2 14

No

Yes M $6,076

Highly Urban/ Urban

0

0 7

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial

z_SUV $0 0

5 Highly Urban/ Urban

0 6/22/57 2 13 $15,840 Yes

z_No M z_High School Clerical 65 Commercial $17,830 Van $0 0 $0 8 z_Highly Rural/ Rural

0 6/22/57 0 10

No

Yes M Bachelors Professional 34 Private $13,590 Minivan $0 0 $3,270 1 Highly Urban/ Urban

0

2

No

Yes M z_High School z_Blue Collar 63 Private $14,560 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 6/20/57 1 14 $151,927 No

Yes z_F PhD Manager 27 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0 6/20/57 0 6

No

Yes M z_High School z_Blue Collar 27 Commercial

Panel Truck $8,748 2

1 Highly Urban/ Urban

0

0 No

Yes z_F Bachelors Professional 33 Private $31,830 Minivan $0 0 $0 11 z_Highly Rural/ Rural

599152796 0 6/17/57 0 No $286,147 Yes z_F Bachelors Professional 33 Private $5,700 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 13

No

Yes z_F Masters Home Maker 30 Private

z_SUV $0 0

Highly Urban/ Urban

0 6/16/57 0 9

No

z_No z_F z_High School Home Maker 35 Private $9,250 Sports Car

2 $0 1 z_Highly Rural/ Rural

0

2 14

No

Yes z_F Bachelors Professional 37 Private $5,730 z_SUV $0 0

11 Highly Urban/ Urban

0 6/12/57 0 10

No

z_No M Masters Professional 26 Commercial

Panel Truck

3 $0 17 Highly Urban/ Urban

1 6/12/57 2 13

No

Yes M z_High School Clerical 12 Private $9,610 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

2 11

Yes $0 z_No z_F

0 6/11/57 0 10 No $0 z_No M Bachelors Clerical 63 Private

Van $0 0 $0 10 Highly Urban/ Urban

0

0 0 $0 No z_No z_F z_High School Home Maker 12 Private

Sports Car $0 0

7 Highly Urban/ Urban

1 6/8/57 2 15

No

Yes M Masters Lawyer 30 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

14489942 1 6/8/57 2 15 $22,155 No $127,123 Yes M Masters Lawyer 30 Private $7,920 Pickup $0 0 $0 15 Highly Urban/ Urban

0

3 15

Yes $0 z_No M Masters z_Blue Collar 62 Commercial $6,530 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

2 15

No

Yes z_F Masters Lawyer 23 Private

Minivan $0 0 $0 15 z_Highly Rural/ Rural

1

2 0 $0 Yes $0 z_No z_F

Sports Car $0 0

8 Highly Urban/ Urban

0 6/5/57 0 6

No

Yes z_F Bachelors Home Maker 47 Commercial

Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 12

No

Yes M z_High School z_Blue Collar 29 Commercial $10,980 Pickup $0 0

8 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Professional 41 Private $33,490 z_SUV $0 0 $0 19 Highly Urban/ Urban

860143895 0 6/3/57 0 12 $91,845 No $261,848 Yes z_F Masters Professional 41 Private $15,650 Minivan $0 0 $0 19 Highly Urban/ Urban

1

1 10

Yes $0 z_No z_F Masters Manager 26 Private $16,250 z_SUV

2 $0 14 Highly Urban/ Urban

0 6/2/57 2 13

Yes $0 z_No z_F Masters Lawyer 30 Private $28,930 Sports Car

2 $0 14 Highly Urban/ Urban

0 6/2/57 0 13

No

Yes z_F z_High School Professional 41 Private $11,240 z_SUV $0 0 $0 6 Highly Urban/ Urban

1

2

No

Yes z_F Bachelors Clerical 37 Private $9,210 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F

z_SUV

2 $0 1 Highly Urban/ Urban

0 5/30/57 0 15

No $0 z_No z_F Masters Lawyer 33 Private $13,060 Minivan

2

8 Highly Urban/ Urban

0

3 10

No

Yes M Bachelors Professional 25 Private $16,060 Minivan $0 0 $0 13 Highly Urban/ Urban

0 5/29/57 0 9

No

z_No M Masters 18 Commercial $29,640 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes M Masters 38 Commercial $19,440 Van $24,520 3 $0 13 Highly Urban/ Urban

22340563 1

3 17

No

Yes M z_High School Clerical 66 Private $12,420 Minivan $0 0 $0 1 z_Highly Rural/ Rural

631867230 1

1 9

No

Yes M

Minivan $0 0 $0 7 Highly Urban/ Urban

631867230 1 5/25/57 1 9 $34,560 No $119,626 Yes M

0

0 11

No

Yes M Bachelors z_Blue Collar 24 Commercial

Minivan $0 0 $0 12 z_Highly Rural/ Rural

2

3 12

No

Yes M Bachelors Professional 5 Commercial

Van $8,835 2 $0 9 Highly Urban/ Urban

411355078 2 5/21/57 3 12 $62,386 No $202,871 Yes M Bachelors Professional 19 Private $11,940 Minivan

2 $0 9 Highly Urban/ Urban

995033150 0

0 12

No

Yes z_F Bachelors z_Blue Collar 24 Private $12,330 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 5/20/57 0 11

No z_No M Masters Home Maker 13 Private

Minivan $0 0 $0 22 Highly Urban/ Urban

2

2 8

Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $9,420 Sports Car

2

1 Highly Urban/ Urban

299869772 2 5/19/57 2 8 $57,379 Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $20,040 Sports Car $0 0 $6,932 1 Highly Urban/ Urban

1 5/19/57 1 14

No

Yes z_F z_High School z_Blue Collar 38 Commercial $10,820 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 5/19/57 1 7

Yes

z_No M Bachelors Professional 35 Private

Minivan

5 $0 8 Highly Urban/ Urban

1

1 11 $4,480 Yes $0 z_No z_F z_High School Home Maker 50 Private

z_SUV $30,089 1

1 Highly Urban/ Urban

0

0 0 $0 No

Yes M z_High School Student 113 Commercial $7,820 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/14/57 2 10

Yes $0 z_No z_F Bachelors z_Blue Collar 45 Commercial

z_SUV

1

12 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters 36 Commercial

Pickup

2

11 Highly Urban/ Urban

0 5/13/57 3 14

No

Yes z_F PhD Professional 32 Private

Van $0 0 $0 16 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Manager 27 Private

Van $0 0 $0 Highly Urban/ Urban

1

1 7

No

Yes M z_High School Manager 39 Private

Minivan

2 $0 9 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 53 Commercial

z_SUV $1,372 2

1 Highly Urban/ Urban

929223734 0

1 10

Yes $319,400 z_No z_F Bachelors Manager 13 Commercial

Pickup $0 0 $0 Highly Urban/ Urban

929223734 0 5/8/57 1 10 $104,560 Yes $319,400 z_No z_F Bachelors Manager 13 Private

z_SUV $0 0 $980 Highly Urban/ Urban

0

2 13

Yes $0 z_No z_F z_High School Clerical 59 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 13

No

Yes z_F Masters Lawyer 33 Private $18,450 z_SUV $0 0 $0 15 Highly Urban/ Urban

1

2 12

Yes

z_No z_F Bachelors z_Blue Collar 45 Commercial $11,750 Minivan

1

12 Highly Urban/ Urban

1 5/3/57 1 9

Yes $0 z_No z_F Bachelors Professional 52 Private

Minivan $0 0

8 Highly Urban/ Urban

0 5/3/57 0 10

No $0 z_No M Bachelors Clerical 22 Commercial

Pickup $0 0

7 Highly Urban/ Urban

0

0 8

No $0 z_No z_F z_High School z_Blue Collar 25 Commercial $20,720 z_SUV

1 $0 12 z_Highly Rural/ Rural

0 5/2/57 2 11

Yes $0 z_No z_F z_High School Professional 5 Private

Pickup $0 0 $0 10 z_Highly Rural/ Rural

695733470 0 5/2/57 2 $80,054 Yes $0 z_No z_F z_High School Professional 5 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1

2 13

No

Yes z_F Bachelors Manager 48 Commercial $27,770 Pickup

1

11 Highly Urban/ Urban

0 5/1/57 0 10

No

Yes M Bachelors Manager 11 Private $1,500 Minivan $943 2 $0 13 Highly Urban/ Urban

0

0 11

No $0 z_No M

Minivan $0 0 $0 5 Highly Urban/ Urban

0

2 14

Yes

z_No M

0

0 12

No

Yes z_F

3

5 Highly Urban/ Urban

1 4/28/57 2 15

No

Yes M z_High School Home Maker 33 Commercial $8,790 Pickup $5,192 3 $0 1 Highly Urban/ Urban

1

3 11

Yes

z_No M Bachelors Professional 34 Commercial $25,910 Panel Truck

2

10 Highly Urban/ Urban

0 4/27/57 0 13 No $276,313 Yes M $39,420

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 4/27/57 0 7

No $0 z_No M Bachelors z_Blue Collar 23 Commercial $15,320 Minivan $0 0 $0 10 Highly Urban/ Urban

1

1 9

Yes

z_No z_F z_High School z_Blue Collar 12 Commercial $19,970 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 4/25/57 0 12

No

z_No M PhD 30 Commercial

Panel Truck

1 $0 14 Highly Urban/ Urban

2

2 11

No

Yes z_F Masters Manager 27 Private $28,370 Pickup $0 0 $0 15 Highly Urban/ Urban

2 4/24/57 3 14

No

Yes z_F $5,662

9 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M Bachelors Student 13 Commercial $5,700 Pickup $0 0 $5,110 1 Highly Urban/ Urban

0 4/23/57 0 11

No

Yes z_F z_High School Clerical 29 Private $5,700 z_SUV $5,930 1 $0 1 Highly Urban/ Urban

679841614 2 4/23/57 3 0 $0 Yes

z_No z_F z_High School Home Maker 8 Commercial $19,620 Pickup

4

8 z_Highly Rural/ Rural

700098445 0

0 12

No

z_No z_F Masters Lawyer 59 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 9

No

z_No z_F Bachelors Clerical 24 Private $10,790 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 4/21/57 0 12

No

Yes z_F Masters Lawyer 48 Private $5,700 z_SUV $0 0 $0 14 Highly Urban/ Urban

2 4/21/57 3 9

No Yes M Masters Manager 35 Commercial $5,700 Pickup

1

10 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors Manager 11 Commercial $22,660 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Clerical 44 Private

Minivan $3,590 3 $0 11 Highly Urban/ Urban

0

0 11

No $0 z_No M

0 4/16/57 1 12

Yes

z_No z_F Masters Lawyer 22 Private $15,990 z_SUV

1 $23,910 17 Highly Urban/ Urban

0

1 11

No

Yes M PhD Manager 25 Commercial $5,600 Pickup

1

14 Highly Urban/ Urban

686821723 0 4/15/57 1 11 $200,928 No $513,817 Yes M PhD Manager 25 Private $18,090 Minivan $0 0 $0 14 Highly Urban/ Urban

0 4/15/57 0 11

No $0 z_No z_F PhD Home Maker 57 Private $27,470 Minivan $0 0 $0 z_Highly Rural/ Rural

686821723 0 4/15/57 1 11 $200,928 No $513,817 Yes M PhD Manager 13 Private

Minivan $0 0 $0 Highly Urban/ Urban

2

2 12

Yes $0 z_No z_F Masters Home Maker 67 Private $18,710 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0 4/13/57 0 9

No

Yes z_F z_High School z_Blue Collar 41 Commercial $14,780 z_SUV $0 0 $0 9 Highly Urban/ Urban

1 4/13/57 3 7

No

Yes M z_High School z_Blue Collar 55 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Masters Lawyer 24 Private

Sports Car $0 0 $0 13 Highly Urban/ Urban

0

0 6

No $0 z_No M PhD Doctor 19 Private $9,840 Minivan

2 $0 19 Highly Urban/ Urban

0

0 5

No

z_No z_F z_High School z_Blue Collar 23 Commercial

z_SUV

4 $0 4 Highly Urban/ Urban

0

2 13

Yes $0 z_No z_F Bachelors z_Blue Collar 45 Private

Sports Car

2

10 Highly Urban/ Urban

1

3 11

Yes $0 z_No M z_High School Clerical 37 Private

Pickup $6,914 3

1 Highly Urban/ Urban

0

1 15

No

Yes M PhD Doctor 25 Private $19,230 Van $0 0

13 Highly Urban/ Urban

0

0 10

No

Yes M z_High School Clerical 36 Commercial $7,930 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

z_No M Masters Lawyer 40 Private $19,580 Van $0 0 $0 17 Highly Urban/ Urban

0 4/1/57 2 11

Yes $0 z_No z_F Bachelors Professional 40 Private $22,780 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

2

2 17

No

Yes M Bachelors z_Blue Collar 35 Commercial $15,770 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 3/27/57 0 6

No

Yes M z_High School z_Blue Collar 47 Commercial $12,100 Minivan $1,738 1 $0 9 Highly Urban/ Urban

0 3/27/57 1 11

No

Yes M Bachelors Professional 30 Private $18,790 Minivan $0 0

7 Highly Urban/ Urban

0

3 17

No

Yes z_F Bachelors Clerical 44 Private $20,880 Sports Car $8,260 2 $0 9 Highly Urban/ Urban

1

2 13 Yes $0 z_No z_F Bachelors Clerical 37 Private

Sports Car

3

7 Highly Urban/ Urban

0 3/23/57 1 13

No

Yes z_F z_High School Student 18 Private $12,850 z_SUV $3,742 3 $0 Highly Urban/ Urban

0

0 13 No

Yes M $7,523

4 $0 4 z_Highly Rural/ Rural

0

1 6

Yes

z_No M

0

0 12

No

Yes M Bachelors Professional 35 Commercial $10,040 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0

0 2

No

Yes M

Panel Truck

1 $0 6 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Manager 23 Private $22,520 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

2 11

No

Yes M z_High School Clerical 34 Private $12,880 Minivan

1

1 Highly Urban/ Urban

2 3/13/57 3 18

No

Yes z_F

0 3/13/57 0 10 $6,600 No $0 z_No z_F Bachelors Home Maker 32 Private $4,050 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 3/13/57 0 5 $36,330 No

Yes M z_High School Clerical 27 Private $15,250 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 13

No

Yes z_F

z_SUV $7,340 1 $0 1 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No M $48,684

1 $0 7 z_Highly Rural/ Rural

3

3 12 $24,177 Yes

z_No z_F $39,717

3

1 z_Highly Rural/ Rural

0 3/8/57 2 13 $7,313 No

Yes z_F Bachelors Home Maker 25 Private

Sports Car

1 $0 9 Highly Urban/ Urban

100830732 0 3/8/57 2 13 $7,313 No $94,969 Yes z_F Bachelors Home Maker 25 Private $14,300 z_SUV

1 $0 9 Highly Urban/ Urban

677899112 0

0 12 No

Yes z_F z_High School z_Blue Collar 77 Commercial

z_SUV $3,819 2 $4,931 8 Highly Urban/ Urban

31728817 0 3/6/57 0 0 $0 No

Yes z_F z_High School Home Maker 61 Private $17,190 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 10

No

z_No z_F Masters Manager 16 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/5/57 2 14

Yes $0 z_No M z_High School z_Blue Collar 32 Commercial $11,230 Minivan $7,607 4 $3,381 10 Highly Urban/ Urban

3 3/5/57 3 4

Yes $0 z_No M $35,863

2

8 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 53 Private $10,880 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 3/4/57 0 13

No

Yes z_F PhD Manager 5 Private $15,480 z_SUV $0 0

12 Highly Urban/ Urban

1 3/4/57 3 13

Yes $0 z_No M Bachelors Professional 31 Commercial $18,060 Van

2

14 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Manager 34 Private $6,280 z_SUV

3 $0 9 Highly Urban/ Urban

0 3/3/57 0 10

No

z_No z_F Masters Lawyer 25 Private $15,110 z_SUV $3,928 1 $3,640 9 Highly Urban/ Urban

0 2/27/57 0 10

No $0 z_No z_F PhD Manager 34 Private $13,910 Sports Car $0 0 $0 10 Highly Urban/ Urban

0 2/25/57 0 12

No

Yes z_F PhD Doctor 38 Private $12,100 Minivan

3 $0 13 Highly Urban/ Urban

0 2/25/57 0 13

No

Yes z_F Bachelors Manager 27 Private $13,470 Minivan $0 0 $0 11 Highly Urban/ Urban

664787627 0 2/25/57 0 13 $77,737 No $238,724 Yes z_F Bachelors Manager 27 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

479844010 0 2/25/57 0 12 $64,019 No $249,488 Yes z_F PhD Doctor 38 Private $14,590 Sports Car

1 $0 13 Highly Urban/ Urban

0 2/24/57 0

No

Yes z_F Bachelors Manager 36 Private $21,600 z_SUV $0 0 $0 15 Highly Urban/ Urban

185797662 0 2/24/57 0 $107,562 No $281,386 Yes z_F Bachelors Manager 36 Private $5,700 z_SUV

2 $0 15 Highly Urban/ Urban

1 2/23/57 3 14

Yes

z_No z_F Bachelors Professional 22 Private $12,990 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/22/57 1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 36 Commercial

z_SUV

1 $0 10 z_Highly Rural/ Rural

0 2/19/57 1 12

No

Yes M z_High School z_Blue Collar 6 Commercial $5,700 Minivan

1 $3,674 1 Highly Urban/ Urban

1 2/19/57 1 15

No

Yes M

4 $0 1 Highly Urban/ Urban

0

3 16

No

Yes M z_High School Clerical 29 Commercial

Pickup

1

1 Highly Urban/ Urban

1 2/13/57 2 10

No

Yes z_F

0 2/11/57 3 11

No

Yes M Masters 47 Commercial

Panel Truck

2 $0 8 Highly Urban/ Urban

427973991 1 2/11/57 2 16

No

Yes z_F $6,366

1 $0 6 Highly Urban/ Urban

0 2/10/57 0 11

No

Yes z_F Masters Lawyer 23 Private $12,030 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 2/10/57 2 15

Yes $0 z_No z_F PhD 55 Commercial $20,880 Pickup $0 0 $0 Highly Urban/ Urban

0 2/9/57 0 9

No $0 z_No M Masters 46 Commercial $22,560 Panel Truck

4 $0 19 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Home Maker 23 Private $7,760 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/7/57 0 14

No

Yes M Bachelors Clerical 71 Commercial $10,830 Pickup $0 0

13 Highly Urban/ Urban

0 2/6/57 0 13

No

Yes z_F

0 2/6/57 0 12

No

Yes M Masters Professional 26 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 8

No $0 z_No M $32,580

2

6 Highly Urban/ Urban

1 2/4/57 2 12

No

Yes M Bachelors Manager 33 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

0 2/3/57 2 11

No

Yes z_F Bachelors Professional 28 Private $13,020 z_SUV

1 $0 1 Highly Urban/ Urban

1 2/3/57 1 10 $78,372 No

Yes z_F Bachelors Professional 38 Private $15,120 Sports Car $0 0

Highly Urban/ Urban

2 2/2/57 3 12

Yes

z_No M Bachelors z_Blue Collar 33 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

1 2/1/57 1 3

Yes $0 z_No M Masters 30 Commercial $23,900 Panel Truck

2

11 Highly Urban/ Urban

2 2/1/57 2 $0 Yes $0 z_No z_F Bachelors Student 35 Commercial $18,020 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 1/29/57 0

No

Yes M z_High School z_Blue Collar 24 Commercial $23,450 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 1/29/57 0 11

No $0 z_No z_F $45,360

Panel Truck

1

7 Highly Urban/ Urban

0 1/28/57 2 No

Yes M Masters Lawyer 69 Private $12,010 Pickup

2

12 Highly Urban/ Urban

0 1/27/57 0 12

No $0 z_No M z_High School z_Blue Collar 20 Commercial $9,180 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 12

No

Yes M Masters Lawyer 51 Private $15,930 Minivan $0 0 $0 17 Highly Urban/ Urban

0 1/25/57 2 14

No

Yes z_F Bachelors Professional 64 Private $5,700 Sports Car

3 $0 9 Highly Urban/ Urban

0

0 10 No $51,401 Yes z_F

499348624 0 1/24/57 0 10 No $51,401 Yes z_F $8,834

1

9 Highly Urban/ Urban

1 1/24/57 3 12

Yes $0 z_No z_F Masters 33 Commercial

Pickup $0 0 $1,620 8 Highly Urban/ Urban

0 1/19/57 0

No $0 z_No z_F z_High School Student 25 Private $6,480 z_SUV $4,400 1

8 Highly Urban/ Urban

0 1/19/57 1 13

No

Yes M Bachelors Professional 46 Commercial

Pickup $0 0 $0 z_Highly Rural/ Rural

0 1/18/57 0 0 $0 No z_No M $10,594

1 Highly Urban/ Urban

1 1/18/57 1 9

No Yes z_F

508323381 0

1 12

Yes $0 z_No z_F Bachelors Professional 25 Private $16,360 z_SUV $6,720 1 $0 Highly Urban/ Urban

381485893 1 1/17/57 1 10

Yes $0 z_No z_F Masters Lawyer 39 Private

Sports Car

1

11 Highly Urban/ Urban

0 1/17/57 0 11

No $0 z_No M Bachelors z_Blue Collar 5 Commercial $13,120 Minivan

2 $0 10 Highly Urban/ Urban

0 1/17/57 0 8

No Yes M z_High School Clerical 44 Private $5,600 Pickup

2 $0 8 Highly Urban/ Urban

0 1/16/57 2 11

Yes

z_No M z_High School z_Blue Collar 10 Commercial $11,050 Pickup

1 $0 11 z_Highly Rural/ Rural

0 1/15/57 3 9

Yes

z_No z_F z_High School z_Blue Collar 38 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No $0 z_No z_F PhD Doctor 45 Private $13,160 Sports Car $0 0 $6,087 17 Highly Urban/ Urban

1 1/14/57 3 13

No

Yes z_F z_High School Clerical 26 Private

z_SUV $3,790 2

6 Highly Urban/ Urban

0 1/14/57 3 12

No

Yes z_F Bachelors Professional 32 Private $9,920 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 1/13/57 0 12

No

Yes z_F

0 1/13/57 0 12

No

Yes z_F z_High School Professional 64 Private $11,780 z_SUV $0 0 $7,893 11 Highly Urban/ Urban

0 1/13/57 2 14

No

Yes z_F z_High School Clerical 48 Private $14,390 Sports Car $4,448 3 $0 1 Highly Urban/ Urban

0 1/12/57 1 0 $0 No

Yes z_F Bachelors Home Maker 62 Private $14,260 z_SUV $3,460 3

5 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 18 Commercial $11,400 Pickup

3

10 Highly Urban/ Urban

0 1/10/57 0 4

No

Yes M Masters Professional 44 Private $5,700 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 10

No Yes z_F z_High School z_Blue Collar 32 Commercial

z_SUV

1 $0 11 Highly Urban/ Urban

690754289 0 1/7/57 3 14

No $0 Yes z_F z_High School Student 43 Private $10,890 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/6/57 0 10

No

Yes z_F z_High School z_Blue Collar 9 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

1 1/5/57 1 9

No

Yes z_F Masters Lawyer 63 Private $21,690 Minivan $0 0 $0 14 Highly Urban/ Urban

2

3 17

No

Yes z_F $8,809

7 Highly Urban/ Urban

0 1/4/57 0 14

No $0 z_No M PhD Doctor 61 Private $6,760 Pickup

3 $0 10 Highly Urban/ Urban

3

3 0 $0 No $0 Yes M z_High School Student 47 Commercial $5,800 Pickup $0 0

11 Highly Urban/ Urban

0 1/1/57 2 13

No

Yes z_F z_High School z_Blue Collar 20 Commercial $11,840 z_SUV

1

1 Highly Urban/ Urban

1 1/1/57 3 7

No

Yes M Bachelors z_Blue Collar 45 Commercial $5,700 Pickup

3

14 Highly Urban/ Urban

0

1 11

Yes $0 z_No M z_High School Clerical 25 Private

Minivan

2 $0 Highly Urban/ Urban

0 12/31/56 0 10

No

Yes M z_High School Clerical 44 Commercial $34,210 Panel Truck

1 $4,570 1 Highly Urban/ Urban

0

0 8

No Yes M z_High School z_Blue Collar 18 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0 12/30/56 0 6

No

Yes M z_High School Clerical 37 Private $12,720 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 5

No $0 Yes z_F Bachelors Student 5 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

1 12/29/56 2 10

Yes $0 z_No M z_High School Clerical 15 Private

Van $0 0

Highly Urban/ Urban

0

2 14

No $142,997 Yes z_F $5,142

1 z_Highly Rural/ Rural

0 12/28/56 2 17

Yes $0 z_No z_F Bachelors Manager 29 Private $5,700 Sports Car $0 0

7 Highly Urban/ Urban

0

2 12

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $12,460 Minivan $0 0 $0 8 Highly Urban/ Urban

163433307 0 12/27/56 2 12 $67,644 No $233,085 Yes z_F Bachelors z_Blue Collar 25 Commercial $8,260 z_SUV $6,730 3 $0 8 Highly Urban/ Urban

1 12/27/56 1 13 $25,860 No

Yes z_F z_High School Clerical 54 Private $7,140 z_SUV

2 $0 9 Highly Urban/ Urban

0

1 0 $0 Yes

z_No z_F

1

2 13

No

Yes M Bachelors Manager 32 Private $9,490 Minivan $0 0 $0 12 Highly Urban/ Urban

0

3

Yes

z_No z_F z_High School Manager 33 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/21/56 0 9

No

z_No M PhD Doctor 21 Private $18,150 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 42 Private $14,190 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 36 Commercial $7,180 Pickup $0 0 $0 13 z_Highly Rural/ Rural

0

0 13

No

Yes M PhD Manager 26 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0 12/18/56 0 8

No

Yes z_F

0

1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 17 Commercial $28,700 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 12

No

Yes M Masters 36 Commercial $5,700 Pickup $0 0 $0 19 Highly Urban/ Urban

214961196 2

2 13

No

Yes z_F z_High School Clerical 67 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Home Maker 25 Private $11,310 z_SUV $0 0 $0 Highly Urban/ Urban

582651288 0 12/13/56 0 10 $14,356 No $112,218 Yes z_F z_High School Home Maker 25 Private $13,100 z_SUV

3 $0 Highly Urban/ Urban

0

3 16

Yes

z_No z_F PhD Doctor 32 Private $17,050 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 9

No

z_No M Masters Lawyer 59 Private $8,110 Pickup

1 $0 15 Highly Urban/ Urban

0

0 12

No

z_No M Masters Manager 6 Commercial

Panel Truck

1 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F

740698592 0

0 11

No $0 z_No M Bachelors Clerical 55 Commercial $5,020 Pickup

3

9 Highly Urban/ Urban

2 12/6/56 3

Yes $0 z_No z_F Bachelors z_Blue Collar 34 Commercial $11,650 Sports Car

3 $0 16 Highly Urban/ Urban

1

4 17

No

Yes z_F Bachelors z_Blue Collar 17 Commercial $24,350 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/5/56 0 12

No $0 z_No M PhD Doctor 72 Private $13,760 Minivan

3 $0 16 Highly Urban/ Urban

0

0 12

No

z_No M Bachelors Professional 36 Private

Minivan

4 $0 10 Highly Urban/ Urban

1

2 10

Yes

z_No z_F $9,773

2

5 Highly Urban/ Urban

1 12/3/56 2 12

No

Yes M z_High School z_Blue Collar 34 Commercial $21,600 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 42 Private $16,270 Van

3 $0 11 Highly Urban/ Urban

2

2 12

No

Yes M

1 $0 6 Highly Urban/ Urban

0

0

No $0 z_No M Masters Manager 48 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 11/30/56 0 6

No $0 z_No M z_High School Professional 29 Commercial $17,630 Van $0 0

1 Highly Urban/ Urban

0

0 13 No

Yes M

Pickup $0 0 $3,336 7 Highly Urban/ Urban

1 11/29/56 3 12

No

Yes z_F

0

3 16 No

Yes z_F z_High School Home Maker 5 Private $5,800 z_SUV

2 $0 8 Highly Urban/ Urban

0

0 10

No

z_No z_F Bachelors z_Blue Collar 29 Commercial $9,480 Sports Car $0 0 $2,327 Highly Urban/ Urban

0 11/25/56 2 0 $0 No $0 Yes z_F

0 11/25/56 0 8 $5,824 No

Yes z_F

1 11/25/56 2 14

Yes

z_No z_F PhD Doctor 31 Private $5,700 z_SUV

1

Highly Urban/ Urban

0

0 7 $2,763 No $0 Yes M z_High School Student 44 Commercial $7,230 Pickup $0 0 $0 9 z_Highly Rural/ Rural

1 11/24/56 2 14

No

Yes z_F z_High School Student 33 Private

Minivan

4 $0 1 Highly Urban/ Urban

0

2 11

Yes

z_No z_F z_High School Clerical 5 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0 11/22/56 0

No $0 z_No M

Minivan $0 0 $0 9 z_Highly Rural/ Rural

1 11/22/56 3 17

No

Yes M z_High School z_Blue Collar 47 Commercial $11,530 Pickup $0 0 $0 8 z_Highly Rural/ Rural

2 11/22/56 2 11

No

Yes M Masters Lawyer 6 Private $15,620 Minivan $0 0 $0 14 Highly Urban/ Urban

1

1 13

No

Yes z_F Bachelors Professional 36 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0 11/19/56 0 13

No $0 z_No z_F $9,081

1 $0 1 Highly Urban/ Urban

894416584 1

1

No

Yes z_F Bachelors Professional 37 Commercial

Pickup

3

14 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Manager 40 Private

Sports Car $0 0 $0 8 Highly Urban/ Urban

0 11/16/56 2 16

No

Yes M Bachelors Clerical 21 Private $13,380 Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/16/56 0 10

No

Yes M Masters Professional 53 Private $9,690 Pickup $0 0 $0 15 Highly Urban/ Urban

1

2 15 No

Yes M Bachelors Professional 48 Private $18,760 Minivan $0 0 $0 11 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F Bachelors Home Maker 26 Private $8,350 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 11/11/56 0 12

No $0 z_No M Masters 68 Commercial $21,890 Van $0 0 $0 15 z_Highly Rural/ Rural

0 11/11/56 2 7

No

Yes z_F z_High School Home Maker 61 Private $8,560 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1

2 14

No

Yes M Bachelors Manager 39 Commercial $34,680 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 11/9/56 0 14

No

Yes M PhD Doctor 52 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F Bachelors z_Blue Collar 56 Commercial $5,800 Sports Car $0 0 $3,414 8 Highly Urban/ Urban

1 11/8/56 3 14

No

Yes z_F Bachelors z_Blue Collar 27 Commercial $13,540 z_SUV

1

10 Highly Urban/ Urban

0

0 10

No Yes z_F PhD Doctor 13 Private $23,250 Minivan $0 0 $0 9 Highly Urban/ Urban

0

2 15

No

Yes M z_High School Clerical 69 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0 11/4/56 0 14

No

Yes M $6,910

Pickup

4

1 Highly Urban/ Urban

0

0 13

No Yes M Masters 19 Commercial $29,690 Panel Truck $0 0 $0 22 Highly Urban/ Urban

0 11/3/56 2

No

Yes z_F

3

4 18 Yes $0 z_No z_F z_High School Student 51 Commercial $7,620 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

134563236 1

2 0 $0 No

Yes z_F z_High School Home Maker 47 Private $11,190 z_SUV $0 0

Highly Urban/ Urban

1 10/30/56 2 15

No

Yes M Bachelors Clerical 16 Commercial $28,840 Panel Truck $0 0 $3,905 8 Highly Urban/ Urban

0

0 13

No

z_No M z_High School z_Blue Collar 29 Commercial $38,900 Panel Truck $0 0 $0 6 Highly Urban/ Urban

686481815 0 10/28/56 0 11

No

z_No M Bachelors Manager 57 Commercial $19,030 Van $0 0

7 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 48 Private $10,660 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/27/56 2 10

Yes

z_No z_F Bachelors Professional 17 Private $10,800 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

0

No $0 z_No M Masters 35 Commercial $18,130 Van $4,263 2 $4,070 18 Highly Urban/ Urban

1 10/21/56 2 12

No

Yes z_F Bachelors Professional 5 Private $15,800 z_SUV $0 0 $0 6 Highly Urban/ Urban

368568096 1 10/21/56 1 10

No

Yes z_F Masters Lawyer 14 Private $13,930 Pickup

2

16 Highly Urban/ Urban

0

2 11

Yes

z_No M Bachelors z_Blue Collar 36 Commercial $13,680 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 8

No

Yes M Masters 40 Commercial $5,800 Pickup

2 $864 16 Highly Urban/ Urban

2 10/18/56 2 9

No

Yes M z_High School Clerical 48 Private $13,930 Minivan $0 0 $0 11 Highly Urban/ Urban

2 10/18/56 2 6

Yes z_No z_F z_High School Home Maker 30 Private

Sports Car

3

4 Highly Urban/ Urban

0

0 6

No

Yes M Bachelors Professional 43 Private $17,380 Van $0 0 $0 z_Highly Rural/ Rural

0 10/17/56 0 14

No $0 z_No z_F Masters Lawyer 32 Private $19,190 Sports Car

1 $0 21 Highly Urban/ Urban

0

2 14

No

Yes z_F Masters Lawyer 30 Private $15,620 Minivan

1 $0 15 Highly Urban/ Urban

2

3 14

No

Yes z_F z_High School Clerical 43 Private

Pickup $0 0

7 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School Clerical 58 Private $14,250 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Bachelors z_Blue Collar 72 Commercial $13,540 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 10/13/56 1

No $0 Yes z_F z_High School Student 43 Private $9,920 z_SUV

2 $0 5 Highly Urban/ Urban

0

0 13

No $0 z_No z_F

0

0 11

No

z_No z_F z_High School Clerical 52 Private $8,400 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 10/11/56 0 13

No

Yes M Bachelors z_Blue Collar 74 Commercial $10,620 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

0 12

No

Yes M z_High School z_Blue Collar 17 Private $11,990 Minivan $0 0 $0 10 Highly Urban/ Urban

0 10/10/56 0 11 No

Yes M PhD Manager 16 Commercial $5,800 Pickup

3 $0 16 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 23 Commercial $9,350 Pickup $9,981 2 $0 1 Highly Urban/ Urban

286953450 1 10/9/56 2 15

No

Yes z_F Masters Manager 43 Private $28,890 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 11

No

z_No M Masters Professional 8 Commercial

Panel Truck

1 $0 1 Highly Urban/ Urban

0

0 0 No $0 z_No M

0 10/7/56 2 14

No

Yes M

2 $0 5 Highly Urban/ Urban

1

2 13

No

Yes z_F z_High School z_Blue Collar 31 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 10/4/56 0 7

No

Yes M Masters 57 Commercial $16,500 Van $0 0 $0 10 Highly Urban/ Urban

287017981 0 10/4/56 0 7 $50,491 No $240,774 Yes M Masters 57 Private

Minivan

1 $6,730 10 Highly Urban/ Urban

0

0 12 No $0 z_No M Bachelors Professional 56 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 12 $300 No

Yes z_F

0

0 6

No

Yes M z_High School z_Blue Collar 22 Commercial $17,630 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 14

No

Yes M z_High School Clerical 37 Commercial $11,290 Pickup $5,076 3 $0 1 Highly Urban/ Urban

0

0 10

No

Yes M Masters Professional 38 Commercial $20,960 Van $0 0 $0 13 z_Highly Rural/ Rural

0

1 4

Yes $0 z_No M Bachelors z_Blue Collar 40 Commercial $8,460 Pickup

2

7 Highly Urban/ Urban

2 9/26/56 2 4

Yes $0 z_No z_F Bachelors Professional 9 Private $26,880 Minivan $0 0 $0 10 Highly Urban/ Urban

0 9/26/56 0 14

No

Yes M

0

0 7

No

Yes z_F PhD Lawyer 43 Private $26,740 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/25/56 0 8

No $0 Yes z_F

0 9/25/56 3 17

No

Yes z_F

0

0 14

No

Yes M $25,664

3 $0 1 Highly Urban/ Urban

0 9/24/56 2 12

No

Yes z_F

1 9/24/56 2 14

No

Yes z_F z_High School Clerical 55 Private $9,590 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 16

No

Yes M z_High School Clerical 57 Private $12,160 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 9/22/56 0 6

No $0 z_No M z_High School z_Blue Collar 39 Commercial $21,660 Van $0 0 $0 1 z_Highly Rural/ Rural

1 9/22/56 3 15 No

Yes M z_High School z_Blue Collar 15 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

0 9/22/56 2 13

Yes z_No z_F Masters Lawyer 5 Private $21,620 z_SUV $0 0 $0 15 Highly Urban/ Urban

391162157 0 9/22/56 0 11

No $0 z_No M PhD 16 Commercial $24,910 Panel Truck

2 $0 15 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Professional 20 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/20/56 0 0 $0 No $0 z_No M z_High School Student 19 Commercial $13,890 Minivan

1

4 Highly Urban/ Urban

0

3 0 $0 No $0 Yes M z_High School Student 12 Commercial

Minivan $6,840 3 $0 1 Highly Urban/ Urban

0 9/19/56 1 8

Yes z_No z_F z_High School Clerical 10 Private

Sports Car $0 0 $18,540 Highly Urban/ Urban

0

2 15

Yes $0 z_No z_F Masters Lawyer 35 Private $13,130 z_SUV $3,622 3

20 Highly Urban/ Urban

0 9/18/56 3 0 $0 No $0 Yes z_F z_High School Student 30 Commercial $19,790 Minivan

3 $0 1 Highly Urban/ Urban

0 9/18/56 0 6

No

Yes M Bachelors Professional 30 Private $15,400 Minivan $0 0 $0 z_Highly Rural/ Rural

0

2

No

Yes M Masters 59 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 12

No

Yes M Masters 25 Commercial

Panel Truck $0 0 $0 13 Highly Urban/ Urban

1

3 15

No

Yes M z_High School z_Blue Collar 30 Commercial

Panel Truck

4 $5,273 4 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 52 Private $21,400 z_SUV

1 $0 19 Highly Urban/ Urban

668800586 3 9/11/56 3 6

No

Yes z_F z_High School z_Blue Collar 5 Private $7,940 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 6

No

z_No z_F $44,891

1 $0 6 Highly Urban/ Urban

0 9/10/56 0 9

No $0 z_No M Bachelors Professional 50 Commercial

Panel Truck

2 $0 14 Highly Urban/ Urban

1

2 8

No

Yes M Bachelors z_Blue Collar 65 Commercial $17,430 Van $0 0 $0 10 Highly Urban/ Urban

0 9/9/56 2 15

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $10,420 Minivan

1 $0 12 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 36 Private $5,800 Sports Car $0 0 $0 Highly Urban/ Urban

3

3 15

No

Yes M z_High School Clerical 19 Commercial

Panel Truck $3,988 3 $0 9 Highly Urban/ Urban

0

0 14

No $0 z_No M z_High School Clerical 40 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 10 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

2 14

No

Yes M Bachelors Professional 36 Private $10,780 Minivan

1 $0 13 Highly Urban/ Urban

0 8/31/56 2 15

No $0 Yes M

1 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Professional 15 Private $8,060 Pickup $0 0

1 Highly Urban/ Urban

655108878 0 8/30/56 2 11

Yes

z_No z_F Masters Professional 49 Private $15,350 z_SUV

1 $0 13 Highly Urban/ Urban

2 8/30/56 2 12

No

Yes M

1

2 11

Yes

z_No M PhD 5 Commercial $22,230 Van

2

21 Highly Urban/ Urban

349713149 0 8/29/56 1 14

No

Yes z_F

0 8/29/56 0 $0 No

Yes z_F PhD Home Maker 29 Private

Minivan

4 $471 14 Highly Urban/ Urban

0

2 14

Yes $0 z_No M PhD 28 Commercial

Panel Truck

3 $0 11 Highly Urban/ Urban

0 8/27/56 2 16

No

Yes M z_High School z_Blue Collar 24 Commercial $16,400 Minivan $0 0 $2,660 1 Highly Urban/ Urban

0 8/27/56 3 15

No

Yes z_F z_High School z_Blue Collar 30 Commercial $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

867204089 0 8/27/56 3 15 $61,852 No $176,219 Yes z_F z_High School z_Blue Collar 30 Commercial $12,260 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Professional 33 Private $11,580 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

Yes M z_High School z_Blue Collar 34 Commercial $10,340 Pickup $3,819 2 $0 1 Highly Urban/ Urban

1 8/23/56 2 11

Yes $0 z_No z_F z_High School Clerical 33 Private $10,320 z_SUV $0 0 $4,322 7 Highly Urban/ Urban

0

0 9

No

,566

Yes M PhD 38 Commercial $36,390 Panel Truck $0 0

13 Highly Urban/ Urban

0 8/22/56 0 12

No

Yes z_F Masters Lawyer 42 Private $12,410 z_SUV $0 0

14 Highly Urban/ Urban

3 8/22/56 4 10

Yes

z_No z_F z_High School z_Blue Collar 19 Commercial $19,810 Pickup $0 0 $7,865 8 Highly Urban/ Urban

1 8/22/56 2 10

Yes

z_No M Masters Lawyer 12 Private $17,290 Van $0 0 $3,674 18 Highly Urban/ Urban

1

1 12

Yes $0 z_No M Bachelors Manager 22 Commercial

Pickup $2,982 1

Highly Urban/ Urban

1

2 13

No

Yes M

0 8/16/56 0 10

No $0 z_No M z_High School Professional 51 Commercial $10,410 Pickup $10,930 3 $3,905 Highly Urban/ Urban

0

2 13

No

Yes M Masters Lawyer 11 Private $13,250 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 11

No

Yes M PhD Doctor 21 Private $16,210 Van $0 0 $0 Highly Urban/ Urban

0 8/12/56 0 10

No

Yes M z_High School z_Blue Collar 46 Commercial $11,410 Pickup $0 0

Highly Urban/ Urban

0

2 15

Yes $0 z_No M PhD Professional 27 Commercial $18,920 Van

1 $0 17 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 25 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 8/9/56 2 13

No

Yes z_F Bachelors z_Blue Collar 20 Commercial $15,610 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 10

No $0 z_No M Bachelors z_Blue Collar 43 Commercial

Panel Truck

2 $0 Highly Urban/ Urban

919835907 0 8/8/56 0 10 $97,953 No $0 z_No M Bachelors z_Blue Collar 43 Commercial

Minivan

3 $2,747 Highly Urban/ Urban

0

0 4

No

Yes z_F PhD Doctor 31 Private

z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Manager 8 Commercial $31,080 Panel Truck $0 0 $0 13 Highly Urban/ Urban

2

2 12

Yes $0 z_No z_F Bachelors Professional 36 Commercial $23,140 Pickup

2 $4,665 11 Highly Urban/ Urban

0

4 11

No

Yes M z_High School z_Blue Collar 50 Commercial $19,210 Van $0 0 $0 7 Highly Urban/ Urban

0

1 12 $71,402 No

Yes z_F Masters 21 Commercial $27,250 Panel Truck

3 $0 15 Highly Urban/ Urban

1 7/31/56 2 15

Yes $0 z_No z_F Bachelors Professional 29 Private $8,090 Sports Car

3

16 Highly Urban/ Urban

1

3 18 No $0 Yes z_F Bachelors Student 16 Commercial $10,900 z_SUV $0 0 $0 9 Highly Urban/ Urban

2 7/30/56 4 0 $0 No

Yes z_F z_High School Home Maker 39 Private $14,000 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2

2 10

No $112,808 Yes z_F

Sports Car $0 0 $0 6 z_Highly Rural/ Rural

743269882 2

3 14

No

Yes M Masters 16 Commercial $26,940 Panel Truck $0 0 $4,017 11 Highly Urban/ Urban

2 7/27/56 3 12

No $0 Yes z_F z_High School Student 40 Private $11,090 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

311741524 0 7/27/56 0 11

No

Yes z_F Masters Home Maker 17 Private $8,820 z_SUV $0 0 $0 Highly Urban/ Urban

743269882 2 7/27/56 3 14 $31,713 No $147,621 Yes M Masters 39 Commercial $27,460 Panel Truck $3,594 1 $0 11 Highly Urban/ Urban

0

0 8

No

z_No z_F PhD Doctor 34 Private $24,020 Sports Car $3,660 2 $0 17 Highly Urban/ Urban

0

2 18

No

Yes z_F

1 7/21/56 1 9 Yes $0 z_No M Bachelors Professional 46 Private $12,830 Minivan

1

1 Highly Urban/ Urban

0

0 12

No Yes M Masters Lawyer 24 Private $7,270 Pickup $0 0 $1,432 19 Highly Urban/ Urban

807685357 0 7/19/56 0 11

No

Yes M z_High School Manager 5 Commercial $36,000 Panel Truck $0 0 $0 1 Highly Urban/ Urban

164038394 1 7/19/56 1 10

No

Yes M Bachelors Professional 38 Private

Van

1

6 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Manager 25 Private $17,840 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

2 12

Yes $0 z_No M $2,210

2

5 Highly Urban/ Urban

1 7/16/56 2 10

Yes $0 z_No z_F PhD Manager 53 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/16/56 0 10

No $0 z_No M $22,464

2

4 Highly Urban/ Urban

285206645 0 7/16/56 0 10 $72,894 No $0 z_No M $537

2 $0 4 Highly Urban/ Urban

401624808 0

0 10

No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 7/15/56 3 $0 No $0 Yes z_F z_High School Student 45 Commercial $19,680 Pickup $2,870 2 $0 9 z_Highly Rural/ Rural

0

0

No

z_No M z_High School Professional 49 Commercial $10,700 Pickup $0 0

1 Highly Urban/ Urban

1 7/14/56 2 15

No

Yes z_F Bachelors Professional 32 Private $11,510 z_SUV $0 0 $0 Highly Urban/ Urban

0

3 15

No

Yes z_F Masters Lawyer 47 Private $15,490 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 7/13/56 0 8

No

Yes M z_High School z_Blue Collar 31 Commercial $16,010 Minivan $0 0 $0 1 Highly Urban/ Urban

1

2 14

No

Yes M Bachelors Manager 15 Private $1,500 Minivan $0 0 $0 11 Highly Urban/ Urban

1

2 16

No

Yes z_F z_High School Clerical 16 Private $10,330 Sports Car $0 0 $0 1 Highly Urban/ Urban

1 7/11/56 1 12

No

Yes M $3,301

1 $0 6 Highly Urban/ Urban

0 7/11/56 2 14

Yes $0 z_No M

0

0 6

No $0 z_No M PhD 11 Commercial

Van

1 $0 17 Highly Urban/ Urban

1

2 13 $47,983 No

Yes M z_High School Clerical 20 Private $16,460 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School z_Blue Collar 45 Commercial $11,700 Minivan

2 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 26 Commercial $14,440 Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/7/56 0 11

No Yes z_F Bachelors z_Blue Collar 33 Commercial $13,740 Minivan $0 0

6 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School z_Blue Collar 50 Commercial

Sports Car

2 $0 1 Highly Urban/ Urban

1 7/3/56 1 11

No

Yes M Masters Lawyer 47 Private $28,840 Minivan $3,826 3 $0 8 Highly Urban/ Urban

0

0 6

No

z_No M

3

3 7 $38,430 Yes

z_No M z_High School z_Blue Collar 26 Commercial $17,350 Van $0 0 $0 6 z_Highly Rural/ Rural

1 6/30/56 3 11

No Yes M $20,700

Van $0 0 $0 1 Highly Urban/ Urban

1

1 10

No

Yes M Bachelors Professional 50 Commercial $30,300 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0 6/29/56 0 11 $11,500 No $0 Yes M z_High School Student 30 Commercial $13,640 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1 6/29/56 2 9

Yes $0 z_No M

4

1 Highly Urban/ Urban

1 6/29/56 5 17

No

Yes M Bachelors Professional 22 Private $16,410 Minivan

1 $0 6 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Manager 51 Private $9,540 Pickup $0 0 $0 Highly Urban/ Urban

1

3 12

Yes z_No z_F $3,954

2 $0 5 z_Highly Rural/ Rural

21582374 0 6/26/56 0 10

No $0 z_No z_F Bachelors Clerical 59 Private $15,550 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes M

0

2 17 $36,179 No

Yes M z_High School z_Blue Collar 35 Commercial $9,420 Pickup

3

Highly Urban/ Urban

0 6/23/56 2 9

No

Yes M Bachelors Professional 20 Private $21,740 Van $4,538 1 $0 5 Highly Urban/ Urban

0

2 11

Yes $0 z_No M z_High School z_Blue Collar 15 Commercial $31,140 Panel Truck $0 0 $0 7 Highly Urban/ Urban

681956699 0 6/22/56 0 7 No $0 z_No z_F z_High School z_Blue Collar 37 Commercial $16,650 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 10

No

Yes z_F

1 6/21/56 1 12

No

Yes z_F z_High School Clerical 37 Private $12,190 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 5

No

Yes z_F Masters Professional 36 Private $22,420 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

3 8 $69,129 No

Yes z_F z_High School z_Blue Collar 55 Private $15,020 z_SUV

1 $0 Highly Urban/ Urban

0

2 15

No Yes z_F Masters Lawyer 14 Private

Pickup $0 0 $0 15 Highly Urban/ Urban

0 6/16/56 0 11

No

Yes M

1 6/16/56 1 11

Yes $0 z_No z_F z_High School z_Blue Collar 36 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F PhD Lawyer 6 Private $24,360 Minivan $0 0 $0 Highly Urban/ Urban

0 6/15/56 0 0 $0 No $0 z_No z_F z_High School Home Maker 27 Private $5,990 Sports Car $0 0 $1,431 1 Highly Urban/ Urban

100818915 0 6/15/56 0 11 $142,297 No $0 z_No z_F PhD 6 Commercial

Pickup

2 $0 Highly Urban/ Urban

100818915 0 6/15/56 0 11 $142,297 No $0 z_No z_F PhD 6 Private $20,030 z_SUV $0 0 $0 Highly Urban/ Urban

0

3 11

Yes $0 z_No z_F Masters Manager 46 Commercial $24,050 Panel Truck $0 0 $0 16 Highly Urban/ Urban

2 6/12/56 3 13 No

Yes M Masters 49 Commercial

Panel Truck $6,013 2

8 Highly Urban/ Urban

1

1 8

Yes $0 z_No M Masters 33 Commercial

Panel Truck $0 0 $4,847 15 Highly Urban/ Urban

0 6/11/56 1 15

No

Yes M Masters Lawyer 27 Private $13,800 Minivan

3 $0 21 Highly Urban/ Urban

1

2 10

Yes $0 z_No z_F z_High School Clerical 20 Private $17,750 z_SUV $0 0

1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Manager 32 Private $10,080 Minivan $0 0 $0 8 Highly Urban/ Urban

572435823 0

0 14

No

Yes M Bachelors Manager 19 Private $12,500 Minivan $0 0 $0 15 Highly Urban/ Urban

2 6/5/56 3 13

Yes $0 z_No z_F Bachelors z_Blue Collar 85 Commercial $6,380 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 6/5/56 0 9

No

z_No M Bachelors z_Blue Collar 19 Commercial

Pickup $0 0

8 Highly Urban/ Urban

0

0 10

No z_No M Bachelors Manager 32 Commercial $24,450 Panel Truck

1

1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors z_Blue Collar 45 Commercial

Sports Car $0 0 $0 8 z_Highly Rural/ Rural

1

3 10

No

Yes M z_High School Clerical 81 Commercial $5,520 Pickup $0 0 $0 z_Highly Rural/ Rural

0

2 17

No

Yes z_F Masters 38 Commercial

Van $0 0 $0 15 Highly Urban/ Urban

2 6/1/56 3 9

Yes $0 z_No z_F z_High School Clerical 46 Private $28,580 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

4 0 $0 Yes $0 z_No z_F Bachelors Student 44 Commercial $14,080 z_SUV

1

7 Highly Urban/ Urban

1 5/31/56 1 14

Yes $0 z_No z_F z_High School z_Blue Collar 17 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

0 13

No $199,571 Yes z_F Masters Manager 22 Private $8,290 z_SUV $0 0 $6,570 8 Highly Urban/ Urban

464936366 1 5/30/56 1 8

No

Yes z_F Masters Manager 5 Private $13,620 Minivan

3 $0 Highly Urban/ Urban

0

0 11

No

z_No M Masters Professional 46 Private $15,280 Minivan $0 0 $0 20 z_Highly Rural/ Rural

0

0

No

z_No M

2 $0 8 Highly Urban/ Urban

507365681 1 5/28/56 2 17

No

Yes z_F

0

0 12

No $0 z_No M Masters Manager 50 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

1

2 5

Yes $0 z_No M Bachelors Student 38 Private $1,760 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

2 10

Yes $0 z_No M z_High School z_Blue Collar 27 Private $10,900 Minivan $0 0 $1,834 9 Highly Urban/ Urban

0

0 6

No $0 z_No z_F Bachelors z_Blue Collar 54 Commercial $15,490 Sports Car $2,441 2 $3,896 13 Highly Urban/ Urban

2

2 13

No

Yes M Bachelors z_Blue Collar 26 Commercial $12,930 Minivan $0 0 $0 1 z_Highly Rural/ Rural

958363193 2 5/23/56 2 13 $63,357 No $222,957 Yes M Bachelors z_Blue Collar 16 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

1

1 13

No

Yes z_F Masters Professional 29 Private $14,850 z_SUV

3 $4,415 17 Highly Urban/ Urban

0 5/22/56 1 14

No

Yes z_F z_High School Home Maker 33 Commercial $16,530 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

2

Yes $0 z_No z_F

z_SUV $2,516 1 $1,212 6 Highly Urban/ Urban

0 5/20/56 0 11

No

z_No M Masters Lawyer 32 Private $9,530 Minivan $0 0 $0 Highly Urban/ Urban

0

0 9

No

Yes M

0 5/19/56 3 No

Yes z_F z_High School z_Blue Collar 25 Private

Minivan $0 0

7 Highly Urban/ Urban

125449255 0

1 16

No

Yes z_F Bachelors Clerical 38 Private $17,110 Sports Car $0 0 $0 1 Highly Urban/ Urban

1

2 11

No

Yes z_F

855046042 1 5/17/56 1 0 $0 Yes z_No z_F z_High School Home Maker 12 Private $7,400 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 15 No

Yes z_F z_High School z_Blue Collar 18 Commercial $20,850 Minivan $7,946 1

1 Highly Urban/ Urban

704086674 0 5/13/56 0 11

No

Yes z_F z_High School Professional 36 Private $20,490 Minivan $0 0 $0 1 Highly Urban/ Urban

704086674 0 5/13/56 0 11 No $178,766 Yes z_F z_High School Professional 51 Private $6,530 Sports Car

2

1 Highly Urban/ Urban

4747725 0 5/13/56 0 15 No $229,294 Yes z_F z_High School z_Blue Collar 18 Commercial

z_SUV

2

1 Highly Urban/ Urban

2

3 11

Yes $0 z_No z_F Masters Manager 29 Private $19,510 Sports Car $8,890 3 $4,148 15 Highly Urban/ Urban

0

2 12

No

Yes M z_High School Clerical 27 Private $14,230 Minivan $0 0 $0 1 z_Highly Rural/ Rural

632856320 0 5/9/56 2 12 $23,157 No $115,249 Yes M z_High School Clerical 27 Private $8,120 Minivan $0 0 $0 1 z_Highly Rural/ Rural
632856320 0 5/9/56 2 12 $23,157 No $115,249 Yes M z_High School Clerical 27 Private $20,720 Van $0 0 $0 1 z_Highly Rural/ Rural

0

3 15

No

Yes z_F z_High School Home Maker 60 Private $5,800 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2

2 11

No

Yes z_F z_High School z_Blue Collar 35 Commercial $5,800 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

3 15

No

Yes z_F $1,464

2 $0 1 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School z_Blue Collar 38 Commercial $8,530 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 5/4/56 0 10 No $0 z_No z_F

420707558 0 5/4/56 0 10 No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 5/4/56 3 0 $0 No $0 Yes z_F z_High School Student 62 Private $12,410 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

315755344 1

1 9

Yes $0 z_No z_F Bachelors Professional 55 Private $7,700 Sports Car

1

9 Highly Urban/ Urban

341162899 0

0 0 $0 No $0 z_No M z_High School Student 14 Commercial $5,790 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters Lawyer 16 Private $5,800 z_SUV

3 $0 17 Highly Urban/ Urban

0 5/1/56 2 9

Yes

z_No z_F Bachelors Manager 24 Private $19,410 Sports Car $4,123 1 $0 11 Highly Urban/ Urban

1 5/1/56 2 12

No

Yes z_F

761519731 0 5/1/56 2 9 $63,644 Yes $174,541 z_No z_F Bachelors Manager 24 Private $16,640 Sports Car $0 0 $0 11 Highly Urban/ Urban

1

1 12

Yes $0 z_No M Bachelors Professional 36 Commercial $5,800 Pickup

2 $0 6 Highly Urban/ Urban

125989625 1 4/30/56 1 12 $71,235 Yes $0 z_No M Bachelors Professional 12 Private $17,160 Van

2 $4,340 6 Highly Urban/ Urban

0

0 11

No Yes M Bachelors z_Blue Collar 44 Commercial $12,490 Minivan $0 0 $0 1 Highly Urban/ Urban

0 4/25/56 0 9 $96,399 No

Yes z_F PhD Manager 51 Private $14,920 z_SUV

4 $5,005 12 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 34 Private $13,060 z_SUV

2 $0 9 Highly Urban/ Urban

503023943 0

0 9

No

z_No z_F Bachelors Clerical 37 Private $10,780 z_SUV $3,904 1 $0 10 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Manager 21 Private $17,430 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 0 $0 No

z_No M z_High School Student 22 Commercial $8,030 Pickup $0 0 $0 1 Highly Urban/ Urban

2 4/19/56 2 13

No

Yes M z_High School z_Blue Collar 30 Private $12,930 Minivan $4,094 1 $0 1 Highly Urban/ Urban

1 4/19/56 1 12

No

Yes M z_High School Clerical 13 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

86772573 0 4/19/56 0 13

No

Yes z_F

0

2 13

No

Yes z_F Bachelors Professional 29 Private

Sports Car

2 $0 11 Highly Urban/ Urban

1

2 17

No

Yes M Masters Professional 35 Commercial

Van

3 $0 16 Highly Urban/ Urban

2

2 14

No

Yes z_F z_High School Home Maker 32 Private $14,350 Minivan

3 $0 7 Highly Urban/ Urban

0 4/15/56 1 12

Yes $0 z_No z_F z_High School Professional 32 Private $20,670 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 4/15/56 0 11 $1,852 No $0 Yes z_F

2

3 14

Yes

z_No M z_High School z_Blue Collar 62 Commercial

Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 11 No

Yes z_F z_High School z_Blue Collar 32 Commercial $13,160 Minivan

3 $0 1 Highly Urban/ Urban

792196051 0 4/13/56 0 11 No $209,570 Yes z_F z_High School z_Blue Collar 32 Commercial $5,800 Sports Car

3 $1,144 1 Highly Urban/ Urban

0 4/13/56 2 14

Yes

z_No z_F Masters Lawyer 18 Private $18,730 z_SUV

3 $0 12 Highly Urban/ Urban

0

1 12

Yes z_No M Bachelors z_Blue Collar 29 Commercial $15,180 Minivan $0 0 $0 11 z_Highly Rural/ Rural

494191154 0

0 6

No $0 z_No M PhD 22 Commercial $26,420 Panel Truck $5,021 1 $0 12 Highly Urban/ Urban

2

2 14

No

Yes z_F z_High School Home Maker 57 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

z_No M Masters Lawyer 5 Private $14,920 Minivan

1 $0 17 Highly Urban/ Urban

0 4/9/56 0 11 No

Yes z_F Bachelors Professional 28 Private $5,800 z_SUV

1 $0 11 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $10,830 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

2 13

No Yes M Masters 22 Commercial $26,980 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

2 11 Yes z_No M $2,741

2

1 Highly Urban/ Urban

0

2 12 No

Yes M Bachelors z_Blue Collar 46 Commercial

Van $4,704 3

11 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 46 Commercial

Van $0 0 $0 18 Highly Urban/ Urban

444988989 0 4/2/56 0 11 $190,991 No Yes M Masters Manager 46 Private $5,800 Pickup $0 0 $0 18 Highly Urban/ Urban

0 4/2/56 1 11

No

Yes z_F Bachelors Manager 35 Private $13,760 z_SUV

1 $0 18 Highly Urban/ Urban

1

1 13 No $0 Yes z_F z_High School Student 22 Commercial $17,600 z_SUV $5,336 2

1 Highly Urban/ Urban

463996114 0 3/30/56 0 13

No z_No M Masters Professional 27 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 7

No

z_No z_F z_High School z_Blue Collar 26 Commercial $9,990 z_SUV $0 0 $0 8 Highly Urban/ Urban

95561580 1

1 9

No

Yes M z_High School Clerical 5 Private $21,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0

2 0 $0 No $0 Yes M $792

2

1 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Clerical 14 Private $11,260 Sports Car $1,449 2 $0 11 Highly Urban/ Urban

0 3/20/56 1 9

No

Yes M Masters Lawyer 28 Private $13,120 Minivan $0 0 $0 16 Highly Urban/ Urban

3 3/20/56 4 13

Yes $0 z_No z_F $27,746

4

7 Highly Urban/ Urban

0

2 16

No

Yes z_F Masters Lawyer 37 Private $3,800 z_SUV

2 $0 16 Highly Urban/ Urban

0 3/19/56 1 12

Yes $0 z_No z_F z_High School Manager 21 Private

Sports Car $5,769 1

1 Highly Urban/ Urban

0

0 11

No

z_No z_F Masters Lawyer 45 Private $18,060 z_SUV $0 0 $0 15 Highly Urban/ Urban

105645072 0 3/17/56 0 11 $39,848 No $136,304 z_No z_F Masters Lawyer 45 Private $5,800 z_SUV

5 $0 15 Highly Urban/ Urban

0 3/17/56 2 14

No

Yes M z_High School Clerical 43 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 3/17/56 0 13

No

z_No M Masters Manager 30 Commercial $26,480 Panel Truck $0 0

17 Highly Urban/ Urban

1

3 15

Yes $0 z_No z_F Bachelors z_Blue Collar 19 Commercial $18,080 z_SUV

1

14 Highly Urban/ Urban

959594346 0

0 13

No

Yes z_F Masters Manager 12 Private $17,640 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 12 $2,346 No

Yes z_F Bachelors Student 25 Commercial

Minivan

3 $0 7 Highly Urban/ Urban

0 3/13/56 1 14

No

Yes z_F z_High School Clerical 21 Private $26,470 Pickup $0 0 $0 1 z_Highly Rural/ Rural

551296680 0 3/13/56 0 12 $2,346 No $99,554 Yes z_F Bachelors Student 25 Commercial $24,500 Van $0 0 $0 7 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 15 Commercial $10,340 Sports Car $0 0

6 Highly Urban/ Urban

0

0 10

No $0 z_No z_F PhD Doctor 33 Private

Minivan $0 0 $0 23 Highly Urban/ Urban

0

2 7

No

Yes z_F PhD Home Maker 5 Private $19,010 z_SUV

3 $0 9 Highly Urban/ Urban

0 3/9/56 0 0 $0 No

Yes M z_High School Home Maker 55 Commercial $5,800 Pickup $4,171 4 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No $0 Yes M $4,520

1 $0 1 Highly Urban/ Urban

0 3/7/56 2 15

No

Yes z_F z_High School z_Blue Collar 42 Commercial $25,580 Pickup $4,078 2

1 Highly Urban/ Urban

0 3/7/56 0 14

No z_No M $49,422

3 $0 9 Highly Urban/ Urban

2

3 16

No

Yes M Bachelors Professional 45 Private

Minivan $0 0

7 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 20 Private $1,620 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1 2/29/56 1 7 $57,170 No

Yes z_F $25,804

2 $0 1 Highly Urban/ Urban

646482160 1 2/29/56 1 7 $57,170 No $198,402 Yes z_F

1 2/29/56 2 15

No

Yes z_F Bachelors Manager 43 Private $13,260 z_SUV

1 $0 9 Highly Urban/ Urban

0 2/28/56 0 12

No

Yes z_F Masters 34 Commercial

Van $0 0 $0 10 Highly Urban/ Urban

0 2/28/56 2 15

No

Yes M

1 2/27/56 2 14

Yes $0 z_No M Bachelors Student 29 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

651621441 0 2/26/56 0 10

No

z_No z_F Bachelors Professional 49 Private $13,760 z_SUV $0 0

8 Highly Urban/ Urban

0 2/26/56 0 11

No

Yes M z_High School Clerical 7 Commercial $9,480 Pickup

2 $1,942 1 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Manager 11 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/25/56 2 0 $0 No $0 Yes z_F z_High School Student 61 Commercial $5,800 Minivan

4 $6,690 1 Highly Urban/ Urban

0

0 10

No

z_No z_F Bachelors Professional 37 Private $5,800 Sports Car

3 $0 11 Highly Urban/ Urban

1 2/23/56 3 17

No

Yes z_F $3,750

Sports Car

1

1 Highly Urban/ Urban

164287398 3 2/23/56 3 10

Yes $0 z_No z_F

Pickup $0 0

1 Highly Urban/ Urban

0 2/23/56 0 7

No $0 z_No z_F z_High School Clerical 37 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/22/56 0 $0 No

Yes M z_High School Student 36 Commercial $24,520 Panel Truck $1,119 1

Highly Urban/ Urban

0 2/20/56 0 11

No $0 z_No z_F Masters Lawyer 21 Private $20,900 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 2/20/56 0

No

Yes z_F z_High School z_Blue Collar 20 Commercial $7,110 z_SUV $0 0 $2,850 1 Highly Urban/ Urban

0 2/19/56 0

No

Yes z_F Masters Manager 34 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/18/56 0 11 $45,931 No

Yes M Masters 5 Commercial

Van

3 $0 21 Highly Urban/ Urban

0 2/18/56 2 10

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

1

3 11

Yes $0 z_No M z_High School Clerical 31 Private $16,010 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/17/56 2 17

No

Yes z_F

406043790 1 2/16/56 2 14

Yes

z_No M Bachelors Manager 36 Private $14,010 Minivan

3 $0 1 Highly Urban/ Urban

0 2/16/56 2 0 $0 No $0 Yes M z_High School Student 42 Private $8,260 Pickup $0 0 $0 6 Highly Urban/ Urban

0 2/16/56 0 8

No

Yes M PhD 30 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 2/13/56 0 7

No

z_No z_F Bachelors z_Blue Collar 27 Commercial $17,760 z_SUV

1 $0 12 Highly Urban/ Urban

0

2 14

No

Yes M

0 2/11/56 1 8

Yes

z_No z_F Masters 48 Commercial $14,110 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/10/56 0 10

No

Yes z_F Masters Lawyer 36 Private

z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0 2/10/56 0 12

No $0 z_No z_F z_High School Home Maker 43 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/10/56 3 13

No

Yes z_F Bachelors Professional 35 Commercial $17,380 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/9/56 2 16

No $200,891 Yes M

0 2/9/56 0 9

No $0 z_No z_F Bachelors Professional 5 Private $8,050 z_SUV

1

12 Highly Urban/ Urban

0

0 13

No Yes M

Panel Truck $0 0

1 Highly Urban/ Urban

0 2/6/56 2 0 $0 No $0 Yes z_F $5,767

1

6 Highly Urban/ Urban

0 2/4/56 3 14

Yes $0 z_No z_F

0 2/3/56 0 9

No $0 z_No M Masters Manager 16 Private $5,800 Pickup $0 0 $0 16 Highly Urban/ Urban

739230069 1 2/2/56 1 3

Yes $0 z_No M Masters Lawyer 53 Private $31,830 Minivan $0 0 $0 19 Highly Urban/ Urban

739230069 1 2/2/56 1 3 $154,611 Yes $0 z_No M Masters Lawyer 30 Private $21,260 Van $0 0 $0 19 Highly Urban/ Urban

1

1 10

Yes

z_No z_F PhD Lawyer 35 Private $1,500 z_SUV $0 0

15 Highly Urban/ Urban

0 1/31/56 0 11

No

z_No M z_High School z_Blue Collar 29 Commercial $13,400 Minivan $0 0

12 Highly Urban/ Urban

914469084 1 1/31/56 2 14

No

Yes M z_High School z_Blue Collar 6 Commercial $12,810 Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/30/56 0 14

No

Yes z_F Masters Professional 36 Private $5,800 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 1/30/56 0 12 No $0 z_No z_F PhD Manager 42 Private $13,520 Minivan

3 $0 15 Highly Urban/ Urban

0 1/30/56 0 12

No

Yes M Masters 32 Commercial $16,930 Van $0 0 $0 12 Highly Urban/ Urban

0

1 11

No

Yes M Masters 35 Commercial $29,330 Panel Truck $0 0 $0 20 Highly Urban/ Urban

1 1/22/56 2 9

Yes $0 z_No z_F z_High School Clerical 62 Private $15,250 z_SUV

3

6 Highly Urban/ Urban

0

0 11

No

z_No M z_High School z_Blue Collar 22 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/21/56 1 0 $0 Yes $0 z_No z_F Masters Home Maker 32 Private $13,160 Sports Car

1 $0 13 Highly Urban/ Urban

0 1/21/56 3 15

No

Yes M PhD 33 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

1

2 11

Yes $0 z_No z_F Bachelors Professional 52 Private $19,750 z_SUV $0 0 $1,807 Highly Urban/ Urban

237786417 1 1/20/56 2 11 $76,159 Yes z_No z_F Bachelors Professional 52 Private $20,270 Pickup $3,255 2

Highly Urban/ Urban

2 1/19/56 2 14 $70,029 No

Yes z_F Bachelors Manager 29 Private

z_SUV

2 $0 9 Highly Urban/ Urban

1 1/18/56 2 12

Yes

z_No z_F z_High School z_Blue Collar 31 Commercial $19,050 z_SUV

2 $6,879 z_Highly Rural/ Rural

381485893 1 1/18/56 1 11

Yes

z_No z_F Masters Lawyer 56 Private $5,700 z_SUV $0 0 $0 Highly Urban/ Urban

0

2 15

No

Yes z_F z_High School z_Blue Collar 5 Commercial $16,330 Sports Car

2 $0 1 Highly Urban/ Urban

0 1/17/56 0 9 No

z_No M Masters 37 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

2 1/16/56 3 0 $0 No

Yes z_F z_High School Home Maker 30 Private $5,800 z_SUV

2 $0 10 Highly Urban/ Urban

0 1/16/56 2

No

Yes z_F z_High School Professional 22 Private $10,780 Sports Car

3 $0 1 Highly Urban/ Urban

1 1/15/56 2 11

Yes

z_No z_F Bachelors Professional 39 Private $22,070 z_SUV

1

4 Highly Urban/ Urban

0 1/15/56 2 0 $0 No

Yes M Bachelors Home Maker 50 Private $5,800 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

0 9

No

Yes z_F Bachelors z_Blue Collar 33 Commercial $27,000 z_SUV

3 $0 12 Highly Urban/ Urban

0

2 10

No

Yes z_F Bachelors z_Blue Collar 40 Commercial $11,790 z_SUV $0 0 $0 8 Highly Urban/ Urban

621600082 1 1/13/56 3 13

Yes $0 z_No z_F

0

0 11

No

z_No z_F z_High School z_Blue Collar 40 Commercial $13,910 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 1/12/56 4 14 No

Yes M

1 1/12/56 1 11

Yes $0 z_No z_F Masters Lawyer 12 Private $13,170 Sports Car $3,338 1 $0 16 Highly Urban/ Urban

0 1/12/56 0 11

No $0 z_No M z_High School Clerical 53 Commercial

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

660320432 1 1/12/56 1 11 $73,247 Yes $0 z_No z_F Masters Lawyer 12 Private

Sports Car $0 0 $0 16 Highly Urban/ Urban

0 1/11/56 3 15

No

Yes M z_High School z_Blue Collar 41 Commercial $9,740 Minivan $6,324 3 $0 6 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors Clerical 34 Private $1,500 Minivan $0 0 $0 11 z_Highly Rural/ Rural

399237836 0 1/10/56 0 7 $58,112 No $0 z_No M Bachelors Clerical 34 Private $15,050 Minivan $0 0 $0 11 z_Highly Rural/ Rural
399237836 0 1/10/56 0 7 No $0 z_No M Bachelors Clerical 34 Commercial $11,610 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 1/10/56 3 14

No

Yes z_F Masters Manager 17 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 1/7/56 2 15

No

Yes M Bachelors Professional 55 Private $10,280 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 13

No

Yes M z_High School Clerical 11 Private $19,760 Van

1 $0 8 Highly Urban/ Urban

0 1/5/56 0 11

No

Yes M Bachelors Professional 21 Commercial $9,880 Pickup $0 0

9 Highly Urban/ Urban

287386122 3 1/3/56 3 0 $0 No $0 Yes M z_High School Student 47 Private $5,800 Pickup $5,820 3

1 Highly Urban/ Urban

287386122 3 1/3/56 3 0 $0 No $0 Yes M z_High School Student 28 Private $5,700 Pickup $0 0

1 Highly Urban/ Urban

440161891 0

2 13

No

Yes z_F Bachelors z_Blue Collar 24 Commercial

z_SUV $4,500 2

9 Highly Urban/ Urban

0 1/2/56 0 12

No

Yes z_F z_High School Manager 13 Private $13,630 z_SUV $0 0 $0 Highly Urban/ Urban

2

3 8

No

Yes M Bachelors z_Blue Collar 40 Commercial $18,240 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

Yes M

6 Highly Urban/ Urban

0 12/31/55 3 0 $0 No $0 Yes z_F z_High School Student 24 Commercial $5,800 Sports Car

2 $1,452 1 Highly Urban/ Urban

0 12/31/55 1 8

No

Yes M z_High School z_Blue Collar 58 Commercial $14,190 Minivan $0 0 $0 1 Highly Urban/ Urban

988502984 0

2 13

No

Yes M Bachelors Manager 19 Private $19,680 Van $0 0 $0 9 Highly Urban/ Urban

0 12/30/55 0 12 $46,671 No

z_No M $7,571

5 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Manager 44 Private $5,800 z_SUV $0 0 $0 1 Highly Urban/ Urban

1 12/29/55 1 13

No

Yes M z_High School Professional 31 Private $15,380 Minivan $0 0

8 Highly Urban/ Urban

1

2 16

No

Yes M Bachelors z_Blue Collar 40 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 8

No

z_No z_F Masters Lawyer 5 Private $26,290 Sports Car $0 0 $0 18 Highly Urban/ Urban

0

3 11

Yes $0 z_No z_F

0 12/24/55 1 12

Yes $0 z_No z_F PhD Lawyer 19 Private $26,070 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School Clerical 5 Private $5,800 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 12/23/55 0 15

No

Yes M z_High School Clerical 38 Commercial $31,560 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0 12/23/55 0 10

No $0 z_No M z_High School Clerical 25 Private $20,670 Van $3,502 3 $0 7 Highly Urban/ Urban

0 12/23/55 0 8

No

Yes z_F Bachelors Home Maker 6 Private $8,550 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

2 11 $46,224 No

Yes M z_High School z_Blue Collar 45 Commercial $11,510 Pickup $0 0 $4,480 10 Highly Urban/ Urban

0 12/22/55 0 9

No z_No M Masters Lawyer 38 Private $11,040 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 12 No

z_No z_F Bachelors Manager 55 Private $8,160 z_SUV $6,836 3 $0 6 Highly Urban/ Urban

0 12/21/55 0

No

z_No M z_High School Professional 21 Private $15,360 Minivan $0 0

7 Highly Urban/ Urban

0

1 0 $0 No $0 Yes M z_High School Student 27 Commercial $7,770 Pickup

1 $1,043 5 z_Highly Rural/ Rural

0 12/20/55 2 16 No

Yes M Bachelors z_Blue Collar 61 Commercial $14,450 Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/20/55 0 13

No

Yes z_F Bachelors Clerical 23 Private $10,140 Sports Car $0 0 $0 z_Highly Rural/ Rural

2

3 0 $0 Yes $0 z_No z_F z_High School Home Maker 49 Private $6,320 z_SUV

2 $0 5 z_Highly Rural/ Rural

0 12/18/55 0 12

No

Yes M z_High School z_Blue Collar 24 Commercial $30,380 Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F Bachelors Home Maker 5 Private $8,070 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

1 8

Yes $0 z_No z_F z_High School Clerical 25 Private $14,070 Sports Car $3,805 1

1 Highly Urban/ Urban

720443111 0 12/16/55 1 0 $0 No $0 Yes z_F z_High School Student 31 Private $1,500 Sports Car

3 $3,011 8 z_Highly Rural/ Rural

1

3 15

No

Yes z_F

Minivan $3,931 1 $0 1 Highly Urban/ Urban

0 12/15/55 0 13

No

Yes z_F Masters Manager 5 Private $4,190 z_SUV $0 0 $4,386 14 Highly Urban/ Urban

2

3 12

Yes

z_No z_F Masters Lawyer 39 Private $23,100 Pickup

4

13 Highly Urban/ Urban

333412730 0

0

No Yes z_F z_High School Professional 34 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors Professional 5 Commercial

Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 12/9/55 0 0 $0 No Yes z_F z_High School Home Maker 32 Private $14,530 Minivan

3

12 Highly Urban/ Urban

1

2 11

Yes

z_No M

0

0 8

No

z_No z_F Masters Lawyer 17 Private $17,960 z_SUV

1 $0 15 Highly Urban/ Urban

0 12/6/55 0 9

No $0 z_No M Bachelors Student 30 Private $2,800 Minivan

2

Highly Urban/ Urban

0

1 11

Yes $0 z_No M Bachelors Manager 15 Private $21,950 Van

3 $0 12 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Masters Manager 33 Private $27,330 Sports Car $0 0

14 Highly Urban/ Urban

0 12/2/55 0 14

No

Yes z_F Bachelors Clerical 41 Private $18,550 Minivan $1,042 1 $0 9 Highly Urban/ Urban

438471451 2 12/2/55 2 12

No

Yes M $25,960

Panel Truck $0 0

1 Highly Urban/ Urban

0

0 8

No $0 z_No M Masters 52 Commercial

Van

3 $0 Highly Urban/ Urban

384021681 0

3 0 $0 No

Yes z_F z_High School Home Maker 52 Private $14,740 Minivan $0 0 $0 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Clerical 52 Private $11,310 Pickup $0 0

1 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F $4,959

1

6 Highly Urban/ Urban

1

2 13

No

Yes M

0 11/25/55 0 5 $263 No $0 z_No M z_High School Student 26 Private $16,170 Minivan

1 $0 1 Highly Urban/ Urban

0

3 16

No

Yes M Masters Lawyer 23 Private $14,440 Minivan

2 $0 18 Highly Urban/ Urban

0

1 0 $0 Yes

z_No z_F $3,085

1 Highly Urban/ Urban

0 11/23/55 0 13

No

Yes M Bachelors z_Blue Collar 33 Commercial $21,040 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Manager 23 Private $12,790 Minivan

2 $0 6 Highly Urban/ Urban

1 11/22/55 2 10

Yes $0 z_No z_F PhD Manager 8 Private $21,340 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Manager 44 Private $15,800 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F

1 z_Highly Rural/ Rural

964066197 3

3 15

No

Yes M Masters Manager 16 Private $3,520 Minivan

2

Highly Urban/ Urban

0 11/19/55 0 9

No

Yes z_F Bachelors Professional 41 Private

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

2 10 $27,496 No

Yes z_F $35,890

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

1 13

No

Yes M z_High School Clerical 26 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

2

2 13

Yes

z_No z_F Masters Lawyer 84 Private $33,800 Minivan $0 0 $0 12 z_Highly Rural/ Rural

1 11/15/55 2 13

No

Yes M Bachelors z_Blue Collar 35 Commercial $8,780 Pickup $0 0 $0 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 11 Private $16,480 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Bachelors z_Blue Collar 41 Commercial

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

3 15

No

Yes z_F

1 11/12/55 2 10

No Yes M z_High School Student 53 Commercial $10,070 Pickup

1

1 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Clerical 33 Private $12,250 Minivan $0 0

8 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Professional 5 Commercial

Van

4

Highly Urban/ Urban

1

3 14

Yes z_No z_F Masters Home Maker 9 Private $4,250 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

1

No

Yes z_F z_High School z_Blue Collar 31 Commercial $10,710 Minivan $3,647 2 $0 6 Highly Urban/ Urban

2 11/4/55 2 0 $0 No $0 Yes M Bachelors Student 17 Commercial $1,500 Minivan $0 0 $2,327 5 Highly Urban/ Urban

0

3 14

No

Yes z_F z_High School z_Blue Collar 43 Commercial $11,230 Sports Car

2

8 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters Manager 44 Private

z_SUV

1 $0 17 Highly Urban/ Urban

2 11/2/55 2 7

No

Yes M Masters 40 Commercial $24,730 Panel Truck $0 0

12 Highly Urban/ Urban

0

1 11

No

Yes M Masters 46 Commercial $24,510 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

3 15 No

Yes z_F z_High School Home Maker 34 Private $8,700 Minivan

2 $0 1 Highly Urban/ Urban

0

3 11

No

Yes M z_High School Clerical 36 Commercial $4,930 Pickup $2,091 3 $0 10 Highly Urban/ Urban

0

0 12

No

Yes M

1 10/24/55 2 14

No

Yes z_F z_High School Home Maker 27 Private $6,790 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F

0 10/21/55 0 12 $26,011 No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1 10/21/55 2 10

Yes $0 z_No M z_High School z_Blue Collar 40 Commercial $11,400 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No M Bachelors Student 17 Commercial $9,620 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 10/20/55 0 6

No

z_No M $2,116

2 $0 6 Highly Urban/ Urban

1

1 15

No

Yes M Masters 51 Commercial $27,820 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

459231441 0 10/19/55 0 12

No

Yes z_F z_High School z_Blue Collar 84 Commercial $16,610 z_SUV

1 $0 8 Highly Urban/ Urban

599858191 0

0 14

No z_No z_F z_High School Manager 15 Commercial $34,270 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 5 Commercial $27,630 Panel Truck $0 0 $0 6 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 23 Private $14,480 Minivan $0 0 $0 12 Highly Urban/ Urban

1

2 $24,060 Yes $0 z_No M Bachelors Clerical 24 Private

Minivan $0 0

10 Highly Urban/ Urban

0 10/12/55 0 10

No

z_No M z_High School z_Blue Collar 28 Commercial $15,570 Minivan $0 0 $0 6 Highly Urban/ Urban

0 10/12/55 0 13

No

Yes M Masters 15 Commercial $6,000 Pickup

2 $0 16 Highly Urban/ Urban

0 10/12/55 3 16

No

Yes z_F $8,339

2 $5,063 3 z_Highly Rural/ Rural

0

1 11

No

Yes M z_High School z_Blue Collar 56 Commercial $9,000 Pickup $3,288 3

10 Highly Urban/ Urban

0 10/10/55 1 7

Yes $0 z_No z_F Bachelors Professional 5 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Professional 42 Private $5,900 Pickup $0 0 $0 18 Highly Urban/ Urban

0 10/9/55 2 10

Yes

z_No z_F Bachelors z_Blue Collar 70 Commercial

Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

0 10

No $0 z_No M Bachelors Manager 32 Private $26,300 Minivan

2 $0 9 Highly Urban/ Urban

0

2 15

No

Yes z_F z_High School z_Blue Collar 35 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 4

No $0 z_No z_F z_High School z_Blue Collar 46 Commercial $12,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/3/55 2 14

Yes

z_No M z_High School Clerical 30 Private $8,540 Minivan $4,236 3

1 Highly Urban/ Urban

0 10/3/55 2 10

Yes $0 z_No z_F z_High School Clerical 48 Private $12,750 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 10/3/55 0 0 $0 No

Yes z_F Masters Home Maker 39 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

2 10

Yes

z_No z_F PhD Doctor 36 Private $23,940 Minivan $0 0 $0 18 Highly Urban/ Urban

0 10/2/55 1 16

No

Yes M z_High School Clerical 18 Private $1,500 Minivan $3,751 2 $0 9 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Manager 25 Commercial

Van $2,576 1 $0 4 Highly Urban/ Urban

847808393 0 10/1/55 0 11

No Yes M

2

2 13

Yes

z_No z_F Masters Lawyer 16 Private $5,900 Sports Car $39,019 1 $0 18 Highly Urban/ Urban

0 9/30/55 1 16

No

Yes z_F Masters Lawyer 7 Private

Pickup $0 0 $0 17 Highly Urban/ Urban

0

1 14

No

,267

Yes z_F PhD Doctor 44 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

830767196 0 9/28/55 0 11

No

z_No M z_High School z_Blue Collar 9 Commercial $9,560 Pickup

2 $0 10 Highly Urban/ Urban

0

0 7 $16,976 No

Yes z_F z_High School Home Maker 53 Private $9,680 z_SUV $0 0 $0 1 Highly Urban/ Urban

931284621 0

0 14

No

Yes M

1 9/25/55 2 11

Yes $0 z_No z_F Bachelors Professional 8 Private $14,750 Minivan $0 0 $0 8 Highly Urban/ Urban

113730746 2 9/25/55 2 $0 No

Yes z_F $36,386

2

6 Highly Urban/ Urban

0

1 16

No

Yes z_F PhD Manager 40 Private $13,050 Sports Car

1 $0 18 Highly Urban/ Urban

0 9/24/55 2

Yes $0 z_No z_F z_High School Student 49 Private $11,270 z_SUV

2

7 Highly Urban/ Urban

0

0 13

No $0 z_No z_F PhD Doctor 37 Private

Van

1 $0 16 Highly Urban/ Urban

0 9/22/55 1 10 $70,103 Yes $0 z_No z_F Bachelors Clerical 47 Private $12,910 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 9/22/55 0 $60,847 No

Yes M z_High School z_Blue Collar 27 Commercial $15,210 Minivan $0 0 $0 1 z_Highly Rural/ Rural

435306534 0

0 9

No $0 z_No M Bachelors Student 28 Commercial $12,070 Minivan

3

Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 77 Private $9,770 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

2

3 15

No

Yes M z_High School z_Blue Collar 35 Commercial $16,510 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 7

No

Yes M z_High School Clerical 12 Commercial $17,350 Van $0 0 $0 8 Highly Urban/ Urban

1 9/15/55 3 13

No

Yes M PhD 40 Commercial

Panel Truck

3

18 Highly Urban/ Urban

0 9/15/55 4 0 $0 No

Yes z_F Bachelors Home Maker 36 Private $1,500 Sports Car

1 $0 13 Highly Urban/ Urban

108660852 0

2 15

No

Yes z_F Masters Lawyer 49 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 12

No

Yes z_F

0

0

No

z_No M Masters 18 Commercial $21,330 Van $5,632 3 $0 18 Highly Urban/ Urban

808472993 0 9/8/55 0 12

No

Yes z_F z_High School z_Blue Collar 88 Private $18,100 Sports Car

1 $0 12 Highly Urban/ Urban

0

0 5

No

Yes z_F Bachelors Professional 52 Private $14,870 z_SUV

2

9 Highly Urban/ Urban

2 9/7/55 2 13

No

Yes z_F Bachelors Manager 32 Private $16,370 Sports Car

2

7 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Professional 9 Commercial $11,400 Pickup

3 $0 Highly Urban/ Urban

0

1 9

No $0 Yes M Bachelors Student 22 Commercial $6,500 Pickup $0 0 $0 10 Highly Urban/ Urban

1

2

No

Yes z_F Bachelors Professional 9 Private $12,930 z_SUV

1 $6,170 10 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Masters Manager 25 Private $9,490 Sports Car $0 0

17 Highly Urban/ Urban

1

2 13

Yes

z_No z_F

Pickup

3

6 Highly Urban/ Urban

1 8/30/55 1 9

No

Yes z_F Bachelors z_Blue Collar 19 Commercial $17,630 Minivan $0 0 $0 Highly Urban/ Urban

349713149 0 8/30/55 1 14

No

Yes z_F $28,499

2 $0 1 z_Highly Rural/ Rural

1

2 14

No

Yes z_F z_High School Home Maker 43 Private $7,260 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0 8/29/55 0 14

No

Yes z_F Bachelors Home Maker 44 Private $16,690 Sports Car $0 0 $0 z_Highly Rural/ Rural

0

0 12 $92,673 No

Yes M Masters 20 Commercial $11,020 Pickup $0 0 $0 14 Highly Urban/ Urban

0 8/27/55 2 16

No

Yes z_F Masters Manager 16 Private $11,470 z_SUV

3 $0 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Clerical 10 Commercial

Pickup

4 $0 9 Highly Urban/ Urban

1 8/26/55 3 16

No

Yes z_F z_High School z_Blue Collar 5 Commercial $21,340 Minivan $0 0 $0 1 Highly Urban/ Urban

2 8/26/55 2 13

Yes $0 z_No M Masters 47 Commercial $19,970 Van

3

11 Highly Urban/ Urban

931868441 3

4 10

Yes $0 z_No z_F z_High School z_Blue Collar 50 Commercial $19,330 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 8

No

Yes M z_High School Clerical 49 Private $9,180 Minivan

2 $0 1 Highly Urban/ Urban

0

2 12

Yes $0 z_No z_F z_High School z_Blue Collar 30 Commercial $5,900 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 8/21/55 0 8

No $0 z_No M z_High School Clerical 68 Private $22,450 Minivan

1 $4,363 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Manager 27 Private $15,160 z_SUV $7,939 1 $0 11 Highly Urban/ Urban

0 8/18/55 0 9

No

Yes M Bachelors z_Blue Collar 40 Commercial $19,090 Van $0 0 $0 6 z_Highly Rural/ Rural

0 8/18/55 0 12 $69,357 No $0 z_No z_F Bachelors Professional 46 Private $13,240 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 11

No

Yes z_F PhD Doctor 5 Private $5,900 Sports Car $0 0 $0 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School z_Blue Collar 25 Private $17,120 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 8/15/55 0 12

No

z_No M z_High School z_Blue Collar 40 Commercial $14,200 Minivan $0 0 $0 1 Highly Urban/ Urban

0

1 14

No

Yes z_F Bachelors Manager 9 Private $5,900 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 8/14/55 0 11

No

z_No M Masters Professional 28 Commercial

Panel Truck $41,477 2 $0 16 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Student 56 Private $6,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

2 13

No

Yes M $7,458

1 $0 1 Highly Urban/ Urban

2 8/9/55 4 17 No

Yes M z_High School z_Blue Collar 26 Commercial $6,420 Minivan

2 $0 1 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters 5 Commercial $19,800 Pickup

1 $0 9 Highly Urban/ Urban

0 8/8/55 0 0 $0 No

z_No z_F z_High School Home Maker 72 Private $20,230 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 8/8/55 0 13

No $0 z_No M Masters Lawyer 14 Private $14,860 Minivan $0 0 $0 17 Highly Urban/ Urban

1

2 12

No Yes z_F Masters Home Maker 26 Private $16,150 Minivan $0 0 $0 14 Highly Urban/ Urban

1

2 11

Yes

z_No z_F Masters Manager 17 Private $5,900 z_SUV

2 $0 13 Highly Urban/ Urban

0 8/6/55 2 13

No

Yes M z_High School z_Blue Collar 47 Commercial $18,580 Van $0 0 $0 1 z_Highly Rural/ Rural

0

3 11

No Yes M Bachelors Professional 24 Private

Minivan $6,935 2 $0 8 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Bachelors z_Blue Collar 69 Commercial $5,900 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1 8/4/55 3 15

No

Yes z_F z_High School Clerical 43 Private $12,300 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

2 8/4/55 2 11

Yes $0 z_No z_F Bachelors Manager 38 Private

Minivan

2

7 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 36 Private $1,500 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

1

1 9

Yes $0 z_No z_F $3,560

z_SUV $0 0

7 Highly Urban/ Urban

0 8/2/55 2 14

No

Yes z_F z_High School Clerical 5 Private $17,810 Minivan $0 0 $0 8 Highly Urban/ Urban

1

1

No

Yes z_F z_High School Manager 27 Private $11,740 z_SUV

2 $0 1 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F Masters Home Maker 21 Private $16,560 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Bachelors Professional 25 Private $6,220 Sports Car $0 0

1 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 27 Private $10,960 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 7/27/55 1 0 $0 No $0 Yes M Bachelors Student 12 Private $1,500 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

2 15

Yes $0 z_No M Masters 24 Commercial $4,850 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Clerical 51 Private $19,120 Minivan $0 0 $5,818 1 Highly Urban/ Urban

0 7/25/55 0 0 $0 No $0 z_No z_F PhD Home Maker 26 Private $22,490 Minivan $0 0 $0 15 Highly Urban/ Urban

464550883 0 7/25/55 0 0 $0 No $0 z_No z_F PhD Home Maker 26 Private $5,900 z_SUV

2 $0 15 Highly Urban/ Urban

0

2 15

Yes

z_No z_F z_High School z_Blue Collar 35 Commercial $22,050 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

2

3 14 $47,231 No

Yes z_F z_High School Clerical 31 Private $18,170 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

z_No M Bachelors Professional 38 Private $5,960 Pickup $0 0 $0 17 Highly Urban/ Urban

0 7/20/55 2 0 $0 No $0 Yes z_F Bachelors Student 23 Commercial $12,450 z_SUV $2,457 2 $0 8 z_Highly Rural/ Rural

1

3 0 $0 No $0 Yes z_F Bachelors Student 31 Private $5,900 Sports Car $1,097 2 $0 11 Highly Urban/ Urban

0

2 14

No

Yes M PhD Doctor 11 Private $5,900 Pickup

1 $0 0 Highly Urban/ Urban

0 7/18/55 0 12

No

z_No z_F PhD Doctor 25 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 10

No

z_No M z_High School z_Blue Collar 26 Commercial $2,330 Minivan $0 0 $0 1 Highly Urban/ Urban

1 7/17/55 1 14

No Yes M z_High School Clerical 26 Commercial $8,260 Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

0 11

No

Yes M Masters Manager 30 Commercial $22,830 Panel Truck $0 0 $0 12 Highly Urban/ Urban

401624808 0 7/16/55 0 11

No

z_No z_F

820425739 0

0 11

No

z_No M z_High School Professional 41 Private $15,320 Minivan $0 0 $0 1 Highly Urban/ Urban

105167366 0

3 15 No

Yes z_F Masters Lawyer 47 Private $1,500 Sports Car $0 0 $0 16 Highly Urban/ Urban

105167366 0 7/14/55 3 15 No $155,178 Yes z_F Masters Lawyer 39 Private

Minivan $0 0 $6,111 16 Highly Urban/ Urban

0 7/14/55 1

No

Yes z_F Masters Lawyer 35 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters 65 Commercial $6,980 Pickup $0 0 $0 15 Highly Urban/ Urban

1 7/13/55 2 15

No

Yes z_F Masters Lawyer 21 Private $2,740 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 7/13/55 0 0 $0 No

Yes z_F z_High School Home Maker 65 Private $5,900 z_SUV

1

7 Highly Urban/ Urban

1

3 9

No $0 Yes z_F z_High School Student 12 Private $5,900 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

2

4 0 $0 No $0 Yes z_F z_High School Student 46 Private $7,030 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

2

2 0 $0 No

Yes z_F z_High School Home Maker 8 Private $5,900 z_SUV $3,338 3 $0 11 Highly Urban/ Urban

1 7/6/55 3 12

No

Yes z_F z_High School z_Blue Collar 34 Commercial

Van

2 $0 8 Highly Urban/ Urban

2

3 14

Yes

z_No M Masters Manager 61 Commercial $23,140 Panel Truck $0 0 $0 17 Highly Urban/ Urban

2

2

No

Yes z_F Bachelors Manager 26 Private $16,540 Pickup $0 0 $0 7 Highly Urban/ Urban

1

3 12

No

Yes M PhD 27 Commercial $29,390 Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 7/2/55 0 14

No $0 z_No z_F PhD Doctor 32 Private $24,600 Pickup

2 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters 22 Private $5,900 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors Professional 42 Private

z_SUV $0 0 $0 4 Highly Urban/ Urban

720305468 0 6/30/55 2 14 $62,721 No $165,941 Yes z_F Bachelors Professional 42 Private $15,290 z_SUV

1 $0 4 Highly Urban/ Urban

0

2 17

No

Yes M

Panel Truck $0 0

6 Highly Urban/ Urban

2

2 0 $0 No $0 Yes M

0 6/28/55 0 10

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $13,930 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

411870556 0 6/28/55 0 12 $22,960 No

Yes M z_High School z_Blue Collar 21 Commercial $11,690 Pickup $0 0

10 Highly Urban/ Urban

0 6/28/55 2 15

Yes

z_No z_F Bachelors Manager 51 Private

Sports Car

1 $0 9 Highly Urban/ Urban

0

1 $0 No

Yes z_F Masters Home Maker 19 Private

Sports Car $2,219 2 $0 13 Highly Urban/ Urban

2

2 13

No

Yes M Masters Manager 28 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

1

1 16

No

Yes M PhD Professional 16 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

2 9

Yes z_No M Bachelors Manager 19 Commercial

Panel Truck $5,117 2 $0 12 Highly Urban/ Urban

0 6/24/55 0 11

No

z_No z_F Masters Lawyer 28 Private $30,660 Minivan $0 0 $0 20 Highly Urban/ Urban

0 6/24/55 0 12

No $0 Yes M z_High School Student 8 Commercial $9,160 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 4

No

Yes M Masters 51 Commercial $6,720 Pickup $0 0 $0 10 Highly Urban/ Urban

0

4 15

No $134,937 Yes z_F z_High School Clerical 80 Private $24,910 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 14

No $0 z_No M z_High School Professional 11 Private $16,550 Van

2 $0 13 Highly Urban/ Urban

1

1 11

Yes $0 z_No z_F z_High School Clerical 15 Private

Sports Car $4,321 3

3 Highly Urban/ Urban

0

3 12

No

Yes M Masters Manager 37 Commercial $22,830 Panel Truck $0 0 $0 15 Highly Urban/ Urban

977521421 0 6/17/55 3 12 $69,620 No $239,561 Yes M Masters Manager 37 Private $12,860 Minivan $0 0 $0 15 Highly Urban/ Urban

0

2 13

No

Yes M z_High School Manager 23 Commercial $11,630 Pickup $0 0 $0 1 Highly Urban/ Urban

333291096 0 6/13/55 2 13 $57,267 No $208,613 Yes M z_High School Manager 23 Commercial $25,570 Panel Truck

2 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M PhD 29 Commercial $23,490 Panel Truck $0 0 $0 23 Highly Urban/ Urban

1

1 12

No

Yes z_F

0 6/9/55 0 8

No $0 z_No M Masters Manager 23 Private $10,630 Pickup

1 $0 14 Highly Urban/ Urban

0

0 6

No

z_No z_F Bachelors Clerical 30 Private $10,690 Minivan $2,513 3 $0 8 Highly Urban/ Urban

0

0 12 $6,591 No

z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 6/7/55 2 14

No Yes z_F Bachelors Manager 5 Private $22,700 Minivan $0 0 $0 4 Highly Urban/ Urban

0 6/7/55 2 11

Yes $0 z_No M

Van

4 $0 6 z_Highly Rural/ Rural

0

0 4

No $0 z_No M Bachelors Manager 29 Commercial

Van

4 $0 14 Highly Urban/ Urban

0

2 12

Yes $0 z_No M $23,949

1 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Manager 24 Private $26,770 Minivan $0 0 $0 11 Highly Urban/ Urban

0

2 13

No $0 Yes M z_High School Student 17 Commercial $6,960 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/31/55 0 7

No

Yes z_F z_High School z_Blue Collar 16 Commercial $12,780 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

2 7

Yes $0 z_No z_F $4,301

6 Highly Urban/ Urban

0

0 0

No

Yes z_F Bachelors Home Maker 14 Private $8,130 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 5/28/55 0 $0 No $0 z_No z_F Masters Home Maker 27 Private $5,900 z_SUV $0 0

11 Highly Urban/ Urban

0

2 11

No Yes z_F PhD Doctor 37 Private $18,490 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 5/25/55 2 12

No

Yes M Bachelors z_Blue Collar 19 Commercial

Panel Truck $0 0 $0 12 z_Highly Rural/ Rural

0

2 9

No

Yes z_F Bachelors Professional 35 Private

Van $0 0 $0 8 z_Highly Rural/ Rural

481710082 0 5/24/55 2 9 $91,785 No $288,497 Yes z_F Bachelors Professional 35 Private $16,060 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

3 12

No

Yes z_F z_High School Clerical 50 Commercial $23,950 Panel Truck $0 0 $0 6 Highly Urban/ Urban

0 5/23/55 2 0 $0 No $0 Yes M z_High School Student 25 Private $15,070 Minivan $0 0

9 z_Highly Rural/ Rural

0

0 15

No

Yes M Bachelors Clerical 40 Private $8,920 Minivan

2 $0 8 Highly Urban/ Urban

0

0 12 $43,650 No

Yes z_F Masters Lawyer 32 Private $10,270 Sports Car $0 0 $0 11 Highly Urban/ Urban

1 5/18/55 2 8

Yes z_No M Bachelors Professional 43 Private $10,700 Minivan $0 0

9 Highly Urban/ Urban

576250522 1 5/18/55 2 8 $42,408 Yes z_No M Bachelors Professional 43 Commercial

Pickup $0 0

9 Highly Urban/ Urban

1

1 11

No

Yes z_F z_High School Clerical 12 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

1 5

Yes

z_No z_F z_High School Clerical 45 Private

Minivan $7,700 1 $0 6 Highly Urban/ Urban

1 5/16/55 1 11 No

Yes z_F z_High School Clerical 22 Private $16,880 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Masters Professional 51 Private $11,010 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

4 16

No

Yes M

500300083 0 5/14/55 4 16 $58,069 No Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

2 11

No

Yes M z_High School Clerical 20 Private $17,640 Van $3,863 1 $0 10 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F PhD Doctor 39 Private $23,570 Minivan

3

17 Highly Urban/ Urban

0 5/11/55 2 11

Yes

z_No M

0 5/11/55 3 17

Yes $0 z_No z_F z_High School Clerical 47 Private

z_SUV

3

1 Highly Urban/ Urban

1

3 0 $0 No $0 Yes z_F z_High School Student 57 Private $7,900 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 5/9/55 1 12

No

Yes M Bachelors Professional 24 Private $11,180 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School z_Blue Collar 34 Commercial $13,460 Minivan $7,250 3

5 Highly Urban/ Urban

1

3 15

No

Yes M z_High School Clerical 46 Commercial $7,100 Pickup $0 0 $0 3 z_Highly Rural/ Rural

874440593 1

2 12

Yes $0 z_No z_F z_High School z_Blue Collar 23 Commercial $13,280 z_SUV $0 0 $0 12 Highly Urban/ Urban

341162899 0

0 12 $3,985 No

z_No M z_High School Student 17 Private $15,350 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

1 11

No

Yes M z_High School z_Blue Collar 48 Commercial

Panel Truck $0 0 $3,844 8 Highly Urban/ Urban

317439005 0 5/1/55 1 11 $48,374 No Yes M z_High School z_Blue Collar 48 Commercial $10,740 Pickup $0 0 $0 8 Highly Urban/ Urban

0

0 8 No

Yes z_F Masters Lawyer 29 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

1 4/30/55 1 13 No

Yes M Bachelors z_Blue Collar 47 Commercial $16,270 Van $0 0 $0 9 z_Highly Rural/ Rural

515799393 0 4/30/55 0 10 No

z_No z_F Bachelors z_Blue Collar 29 Commercial $15,810 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School Professional 35 Private $17,930 z_SUV

2

Highly Urban/ Urban

0

0 12

No

,508

z_No M PhD Lawyer 49 Private $13,890 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 4/27/55 0 8

No

Yes M Masters Lawyer 20 Private $22,000 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Manager 31 Private $16,020 Minivan $0 0 $0 18 Highly Urban/ Urban

463814342 0 4/25/55 0 14 $134,967 No $335,456 Yes z_F Masters Manager 31 Private $20,580 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 38 Private $5,800 Sports Car $0 0 $4,042 1 Highly Urban/ Urban

3 4/24/55 4 0 $0 Yes $0 z_No z_F z_High School Student 17 Private $1,500 Sports Car $2,602 3

9 Highly Urban/ Urban

2

2 9

No

Yes M Bachelors z_Blue Collar 15 Commercial $12,410 Minivan $0 0 $0 z_Highly Rural/ Rural

1 4/22/55 1 15 No

Yes M z_High School z_Blue Collar 5 Commercial $17,730 Van

1

6 Highly Urban/ Urban

1

1 0 $0 No $0 Yes M z_High School Student 20 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 28 Private $14,190 Sports Car

2 $0 8 Highly Urban/ Urban

833440071 0 4/20/55 0 0 $0 No $0 z_No M z_High School Student 40 Commercial $5,900 Minivan

1

7 Highly Urban/ Urban

0

3 19

No

Yes z_F

0

0 12

No

Yes z_F Bachelors Clerical 35 Private $11,240 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

49643122 1

2 14

No

Yes z_F

645649538 2 4/16/55 2 14

No

Yes z_F z_High School Home Maker 25 Private $6,420 z_SUV

2

1 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters 21 Commercial

Panel Truck

3

10 Highly Urban/ Urban

0 4/15/55 0 9

No $0 z_No z_F Masters Lawyer 31 Private

Pickup $0 0 $0 12 Highly Urban/ Urban

0

0

No $0 z_No M PhD 40 Commercial

Panel Truck $3,348 2

19 Highly Urban/ Urban

0 4/14/55 2 14 $16,800 No

Yes z_F

0 4/14/55 2 14

No

Yes z_F Masters Lawyer 41 Private $17,640 Minivan $0 0 $0 15 Highly Urban/ Urban

2

3 4

No

Yes z_F z_High School z_Blue Collar 23 Commercial

z_SUV

1 $0 5 Highly Urban/ Urban

0 4/13/55 3 12

No

Yes M Bachelors Professional 23 Private $5,900 Pickup $0 0 $0 1 z_Highly Rural/ Rural

1

1 11

Yes $0 z_No z_F z_High School Clerical 54 Private $9,260 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 12 $100,046 No

Yes z_F

1 4/11/55 3 12

No

Yes z_F z_High School Clerical 58 Private $26,670 Minivan $0 0 $0 14 z_Highly Rural/ Rural

467453467 0 4/11/55 0 12 $100,046 No $238,931 Yes z_F

1

2 17

No

Yes M Bachelors Manager 16 Private $22,090 Minivan $0 0 $0 12 Highly Urban/ Urban

0 4/9/55 0 12 $87,190 No

Yes M Masters 36 Commercial $24,900 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 8 $27,127 No z_No z_F

Minivan

2 $0 1 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors z_Blue Collar 24 Commercial

Minivan

3 $0 1 Highly Urban/ Urban

0

1

No

Yes z_F Masters Lawyer 49 Private $20,210 Minivan $0 0 $0 16 z_Highly Rural/ Rural

411375726 0 4/5/55 1 $67,278 No $220,556 Yes z_F Masters Lawyer 49 Private $5,330 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0 4/5/55 2 0 $0 No $0 Yes z_F z_High School Student 22 Commercial $1,500 z_SUV

2

9 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 50 Commercial $17,700 Van $0 0 $0 12 Highly Urban/ Urban

2

3 13

No

Yes M z_High School z_Blue Collar 30 Commercial $28,580 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/31/55 0 11

No

Yes z_F Masters Lawyer 45 Private $10,260 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 3/31/55 1 13

No

Yes z_F z_High School z_Blue Collar 28 Commercial $30,000 Panel Truck

1 $0 6 Highly Urban/ Urban

0

0 5

No

Yes M Bachelors Professional 21 Private $14,820 Minivan $0 0 $0 15 Highly Urban/ Urban

0 3/30/55 2 15 No

Yes z_F Bachelors Professional 5 Private $19,190 z_SUV $0 0 $0 Highly Urban/ Urban

0

2 14

No

Yes z_F Bachelors z_Blue Collar 26 Commercial

z_SUV

2

12 Highly Urban/ Urban

0 3/29/55 0 10

No

Yes M Masters 39 Commercial

Panel Truck

3

13 Highly Urban/ Urban

0

0 8

No Yes M Bachelors Manager 52 Private $5,900 Pickup $0 0 $0 12 Highly Urban/ Urban

900513938 0 3/27/55 3 17

No

Yes z_F z_High School Clerical 24 Private $12,930 z_SUV

2 $0 1 Highly Urban/ Urban

0

0 9

No $0 Yes z_F z_High School Student 9 Private $29,160 Minivan $1,830 2 $0 7 Highly Urban/ Urban

2

2 8

Yes $0 z_No M Masters Manager 42 Commercial

Panel Truck $0 0

19 Highly Urban/ Urban

950752491 2 3/23/55 2 8 $152,292 Yes $0 z_No M Masters Manager 42 Private $21,130 Minivan

3 $0 19 Highly Urban/ Urban

0

2 13

No Yes M

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 41 Commercial $5,900 Sports Car $0 0 $3,585 1 z_Highly Rural/ Rural

0

0 11

No

z_No z_F Masters Lawyer 43 Private $5,900 z_SUV $0 0 $0 15 Highly Urban/ Urban

116936487 0 3/17/55 0 2

No

Yes M

1 $0 Highly Urban/ Urban

852315084 0 3/17/55 0 11 $178,864 No $428,679 z_No z_F Masters Lawyer 43 Private $23,790 Pickup $0 0 $0 15 Highly Urban/ Urban

0

0 6

No $0 z_No z_F PhD Doctor 14 Private $16,790 z_SUV

1

19 Highly Urban/ Urban

0

2 13

Yes

z_No M z_High School z_Blue Collar 34 Commercial $15,440 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/14/55 1 13

No Yes z_F z_High School Clerical 22 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M $40,941

1 Highly Urban/ Urban

142669423 0 3/13/55 0 12 $51,279 No $200,803 Yes M

0

0 10

No

Yes z_F Masters Lawyer 37 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

1

2 17

Yes $0 z_No M Masters 32 Commercial $21,970 Van $0 0 $5,692 Highly Urban/ Urban

0 3/11/55 3 0 $0 Yes $0 z_No z_F Masters Home Maker 86 Private $10,460 Sports Car $0 0

18 z_Highly Rural/ Rural

493194995 1 3/11/55 2 17 $204,668 Yes $0 z_No M Masters 32 Private

Minivan $14,010 2 $0 Highly Urban/ Urban

0 3/11/55 0 0 $0 No $0 z_No M Bachelors Student 66 Commercial $1,500 Minivan $4,042 3 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Manager 9 Private $8,620 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 23 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

2 11

No

Yes z_F PhD Doctor 35 Private $24,740 Pickup $0 0 $0 14 Highly Urban/ Urban

77981216 0 3/7/55 2 11 $188,428 No $497,746 Yes z_F PhD 35 Commercial

Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Manager 41 Private $14,090 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 3/6/55 0 10

No

z_No M Bachelors Professional 35 Private $13,940 Minivan

3 $0 7 Highly Urban/ Urban

0

1 11

No

Yes M z_High School z_Blue Collar 49 Commercial $5,900 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/5/55 0 12

No $0 z_No M z_High School Manager 45 Private $12,230 Minivan $5,571 2 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Lawyer 24 Private $21,160 Van $0 0 $0 12 Highly Urban/ Urban

0 3/4/55 3 13 No

Yes z_F Masters Lawyer 25 Private $15,450 z_SUV $0 0 $0 15 Highly Urban/ Urban

321385526 0 3/4/55 0

No $0 z_No z_F Masters Lawyer 47 Private $6,810 z_SUV

3 $0 12 Highly Urban/ Urban

0 3/4/55 0 12

No $0 z_No M $7,536

1 $0 1 Highly Urban/ Urban

0

0 11

No Yes M Bachelors Professional 60 Private $5,900 Pickup $0 0 $0 11 Highly Urban/ Urban

3

3

No

Yes M Masters 37 Commercial

Panel Truck $3,440 1

16 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Professional 21 Private $15,960 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/28/55 1 9 $67,373 Yes $0 z_No M z_High School Manager 15 Commercial $32,460 Panel Truck

4 $0 1 Highly Urban/ Urban

0 2/28/55 2 14

No

Yes z_F PhD Doctor 24 Private $14,670 z_SUV $0 0 $0 18 Highly Urban/ Urban

1 2/28/55 2

No

Yes M $3,454

1 Highly Urban/ Urban

2 2/28/55 4 14

No $178,708 Yes z_F $1,257

6 Highly Urban/ Urban

0 2/27/55 2 14

No

Yes z_F z_High School Clerical 88 Private $8,270 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

3 16

Yes $0 z_No M z_High School Professional 38 Private $12,380 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/26/55 0 12 No

Yes M Bachelors z_Blue Collar 33 Commercial $20,760 Minivan $0 0 $5,575 10 Highly Urban/ Urban

0 2/26/55 0 4 $31,473 No $0 z_No z_F Bachelors Professional 36 Private $5,900 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

2 13

No

Yes z_F z_High School Clerical 35 Private $10,910 z_SUV $0 0 $3,887 1 Highly Urban/ Urban

0 2/25/55 0 5

No

Yes M z_High School z_Blue Collar 22 Private $6,640 Pickup $0 0 $0 6 Highly Urban/ Urban

2 2/24/55 3 10

No

Yes z_F Masters 24 Commercial $15,310 Pickup

1 $0 13 Highly Urban/ Urban

0 2/22/55 0 12

No $0 z_No z_F Bachelors Professional 29 Private $17,960 z_SUV

1

15 Highly Urban/ Urban

0 2/21/55 2 0 $0 No $0 Yes z_F z_High School Student 38 Private $14,460 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 2/20/55 3 0 No

Yes z_F z_High School Home Maker 39 Private $5,900 z_SUV $0 0

1 Highly Urban/ Urban

0 2/18/55 0 9

No

Yes z_F Bachelors Professional 9 Private $23,640 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/16/55 0 12 No $0 z_No z_F z_High School z_Blue Collar 32 Commercial

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/16/55 0 13

No $0 z_No z_F

0 2/15/55 2 14 $20,676 No

Yes z_F z_High School Professional 51 Private

z_SUV $0 0

9 Highly Urban/ Urban

0

0 $27,222 No $0 z_No M

895147164 1 2/14/55 2 10

No

Yes z_F z_High School Clerical 41 Private $12,880 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/14/55 3 16

No

Yes z_F $6,733

1

8 Highly Urban/ Urban

3 2/14/55 4 18

No

Yes M z_High School Manager 17 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/14/55 2 15 No

Yes z_F

895147164 1 2/14/55 2 10 $39,077 No $154,749 Yes z_F z_High School Clerical 41 Commercial $20,990 Pickup $0 0 $0 z_Highly Rural/ Rural

0

4 18

No

Yes M Masters 15 Commercial $5,900 Pickup $0 0 $0 16 Highly Urban/ Urban

2 2/13/55 3 14

Yes $0 z_No z_F $4,614

5 Highly Urban/ Urban

0 2/11/55 0 7

No

Yes M Bachelors z_Blue Collar 23 Commercial $15,200 Minivan

2 $0 5 Highly Urban/ Urban

0 2/11/55 3 8

No Yes M z_High School z_Blue Collar 20 Commercial $13,680 Minivan

3 $0 9 Highly Urban/ Urban

2 2/11/55 2 16 Yes

z_No z_F PhD Manager 28 Private $18,180 Minivan $0 0 $0 15 Highly Urban/ Urban

1

1 11

Yes

z_No z_F PhD Doctor 48 Private

z_SUV

4

19 Highly Urban/ Urban

0 2/6/55 0 9

No $0 z_No z_F Masters Lawyer 39 Private

z_SUV

1 $0 16 Highly Urban/ Urban

62181943 0 2/6/55 0 9 $124,829 No z_No z_F Masters 39 Commercial $31,810 Pickup $0 0

16 Highly Urban/ Urban

0

2 7

No

Yes z_F z_High School Clerical 20 Private $10,280 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 2/5/55 2 13

Yes

z_No z_F Masters Manager 49 Private $11,500 z_SUV $0 0 $0 11 Highly Urban/ Urban

2 2/5/55 3 12 $2,511 Yes $0 z_No z_F z_High School Student 60 Private $17,370 Sports Car $0 0

7 z_Highly Rural/ Rural

0 2/2/55 0 11

No $0 z_No M PhD 11 Commercial

Panel Truck

2 $0 16 Highly Urban/ Urban

2 2/2/55 3 15 $23,270 Yes $0 z_No M

2 $0 5 z_Highly Rural/ Rural

0 2/2/55 2 14

No

Yes z_F

0 2/1/55 0 9

No

z_No M z_High School z_Blue Collar 11 Commercial $12,680 Minivan

4 $0 5 Highly Urban/ Urban

0

2 15

No

Yes z_F z_High School Clerical 30 Private $11,100 Pickup

2 $0 1 Highly Urban/ Urban

0 1/31/55 3 0 $0 No

Yes z_F z_High School Home Maker 43 Private $11,530 Sports Car

2 $0 1 Highly Urban/ Urban

253352702 1 1/31/55 1 13

No

Yes M Masters Professional 41 Private

Minivan

1

16 Highly Urban/ Urban

0 1/31/55 0 10

No

Yes M Bachelors Clerical 5 Private $14,830 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/31/55 0 11

No

Yes M z_High School z_Blue Collar 34 Commercial $11,330 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/28/55 0 11

No

z_No M Bachelors Manager 27 Private

Pickup

3 $0 11 Highly Urban/ Urban

0 1/28/55 0 12

No

Yes z_F Masters Lawyer 53 Private $15,660 z_SUV

2 $0 7 Highly Urban/ Urban

411491601 0 1/26/55 1 11

No

Yes M PhD 45 Commercial $24,900 Panel Truck $0 0 $0 12 Highly Urban/ Urban

1 1/25/55 2 13

No

Yes z_F

z_SUV $3,008 3 $0 7 Highly Urban/ Urban

0 1/24/55 0 11

No $0 z_No M PhD Doctor 47 Private $1,500 Minivan

1 $0 18 Highly Urban/ Urban

0 1/24/55 0 11

No

Yes M Bachelors Manager 44 Commercial $6,040 Pickup $0 0 $0 14 Highly Urban/ Urban

0 1/24/55 0 13

No

Yes z_F Bachelors Manager 21 Private $16,330 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 1/23/55 0 12 No

z_No M

0 1/23/55 1 15

No

Yes z_F Bachelors Manager 22 Private $22,060 z_SUV $0 0 $0 11 Highly Urban/ Urban

584909942 0 1/23/55 0 12 No $228,990 z_No M

2 1/22/55 2 13

No

Yes z_F Masters Professional 21 Private $10,320 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 1/22/55 1 10

Yes

z_No M Bachelors Manager 45 Private $19,860 Van

1 $0 8 Highly Urban/ Urban

2 1/20/55 2 0 No

Yes z_F Bachelors Home Maker 38 Private

z_SUV

2 $0 7 Highly Urban/ Urban

0 1/19/55 0 13

No

Yes M Bachelors Manager 43 Private $13,250 Minivan $0 0 $0 11 Highly Urban/ Urban

686796682 1 1/18/55 2 12

Yes $0 z_No z_F z_High School z_Blue Collar 8 Commercial

z_SUV $0 0 $0 5 Highly Urban/ Urban

1

3 15

Yes $0 z_No z_F z_High School Clerical 28 Private $9,070 z_SUV

3 $3,136 1 Highly Urban/ Urban

0 1/14/55 2 14

No

Yes M z_High School z_Blue Collar 14 Commercial $5,910 Pickup $0 0 $0 1 Highly Urban/ Urban

884566879 0 1/14/55 0 9

No

Yes z_F z_High School z_Blue Collar 23 Commercial $11,210 z_SUV

1 $6,961 8 Highly Urban/ Urban

0 1/13/55 3 17 $49,098 No

Yes M Bachelors z_Blue Collar 33 Commercial $5,900 Pickup $0 0 $0 13 z_Highly Rural/ Rural

499584399 0 1/13/55 2 10

No

Yes z_F

0 1/12/55 0 6

No

Yes z_F Masters Lawyer 10 Private $7,930 z_SUV $2,772 2 $0 17 Highly Urban/ Urban

0 1/12/55 0 10

No $0 z_No M Masters Lawyer 52 Private $17,160 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/11/55 1 11 $1,769 Yes $0 z_No z_F z_High School Home Maker 48 Private $6,080 z_SUV

2 $0 8 Highly Urban/ Urban

0

3 0 $0 No

Yes z_F Bachelors Home Maker 21 Private $6,200 Pickup $0 0 $0 1 Highly Urban/ Urban

2 1/10/55 3 13

No

Yes M $8,183

2

1 Highly Urban/ Urban

155093200 2 1/10/55 3 13 $18,154 No $108,984 Yes M $3,401

2

1 Highly Urban/ Urban

1

3 14

No

Yes z_F z_High School z_Blue Collar 15 Commercial $9,980 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 11

No Yes M Bachelors Manager 31 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 1/7/55 1 15

No Yes M z_High School z_Blue Collar 44 Commercial $17,200 Van $0 0 $0 1 z_Highly Rural/ Rural

2 1/5/55 2 16

No

Yes M z_High School Clerical 25 Private $5,900 Minivan $0 0 $0 0 z_Highly Rural/ Rural

1 1/3/55 2 14

Yes $0 z_No z_F

0 1/3/55 1 16

Yes

z_No M Bachelors Professional 13 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

2 1/2/55 2 14

No

Yes z_F $25,276

1 $0 Highly Urban/ Urban

65858750 0 1/2/55 0 12

No $0 z_No z_F

0 1/2/55 0 13

No

Yes z_F z_High School Clerical 84 Commercial

Pickup $0 0 $0 6 Highly Urban/ Urban

65858750 0 1/2/55 0 12 $5,069 No $0 z_No z_F $8,026

1 $0 1 Highly Urban/ Urban

1 1/1/55 3 16

No

Yes M PhD 34 Commercial $5,900 Pickup $0 0 $4,537 11 Highly Urban/ Urban

2

3 12

No

Yes M z_High School z_Blue Collar 19 Commercial $20,380 Van

1 $0 1 Highly Urban/ Urban

1

1 7

No $0 Yes z_F

1

2 15

No

Yes M z_High School z_Blue Collar 29 Commercial $10,510 Pickup

3

1 Highly Urban/ Urban

176935775 0 12/29/54 2 17

Yes

z_No z_F Bachelors Manager 53 Private

z_SUV $0 0

9 Highly Urban/ Urban

0

2 13

No

Yes M Bachelors z_Blue Collar 43 Commercial $11,140 Pickup

3 $0 12 Highly Urban/ Urban

0

2 16

No

Yes M Bachelors z_Blue Collar 27 Commercial $20,040 Van $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Clerical 23 Private $25,570 z_SUV

2 $0 1 Highly Urban/ Urban

0 12/25/54 2 14 No

Yes z_F Bachelors z_Blue Collar 5 Commercial $21,790 Minivan $0 0 $0 1 Highly Urban/ Urban

1

2 2

Yes

z_No z_F Masters Manager 32 Private $25,040 Sports Car

1 $0 18 Highly Urban/ Urban

247833708 0 12/24/54 3 11

Yes $148,303 z_No z_F z_High School z_Blue Collar 5 Private $9,470 z_SUV $30,328 2 $0 1 Highly Urban/ Urban

0

3 15

No

Yes M $40,943

2 $0 5 Highly Urban/ Urban

819334428 0 12/23/54 0

No

z_No M $6,921

3 $0 8 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M

0 12/21/54 0 9

No

Yes M Masters 14 Commercial $21,540 Van $0 0 $0 20 Highly Urban/ Urban

352149949 0

0 13

No

Yes M Bachelors z_Blue Collar 48 Commercial

Panel Truck $0 0 $0 6 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School Manager 52 Private

Sports Car $0 0 $0 Highly Urban/ Urban

1

3 12

Yes

z_No M z_High School Professional 23 Private $15,310 Minivan $0 0 $0 1 Highly Urban/ Urban

2

2 10 No

Yes z_F z_High School Professional 54 Private $4,970 z_SUV $36,179 2 $0 1 z_Highly Rural/ Rural

2 12/14/54 2

No

Yes z_F Bachelors z_Blue Collar 23 Commercial $19,600 Minivan

3 $0 8 Highly Urban/ Urban

0 12/14/54 2 13

Yes

z_No z_F z_High School z_Blue Collar 48 Commercial $19,220 Minivan $0 0 $0 1 Highly Urban/ Urban

1

3 9

Yes $0 z_No z_F PhD Lawyer 49 Private $20,830 z_SUV $0 0 $20,126 10 Highly Urban/ Urban

656344335 0

0 7

No $0 z_No M Bachelors Professional 40 Commercial

Panel Truck

1 $0 9 Highly Urban/ Urban

3

3 12

Yes $0 z_No z_F z_High School z_Blue Collar 44 Commercial $3,920 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

1 12/7/54 2 16

No

Yes M PhD 27 Commercial

Panel Truck

4

11 Highly Urban/ Urban

1 12/7/54 2 15

No

Yes M Masters Professional 40 Private $13,910 Minivan $0 0 $0 15 Highly Urban/ Urban

1

2 5

No

Yes M

1

3 15

No

Yes z_F z_High School z_Blue Collar 33 Commercial $22,280 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

2 15

No

Yes z_F z_High School Home Maker 37 Private $10,520 z_SUV $7,838 1

1 Highly Urban/ Urban

0 12/2/54 2 14

Yes $0 z_No z_F Bachelors Professional 23 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 12/2/54 0 9

No

Yes M z_High School z_Blue Collar 56 Commercial

Panel Truck

2

10 Highly Urban/ Urban

800426023 0 12/2/54 2 15 $16,352 No $134,164 Yes z_F z_High School Home Maker 37 Private $9,760 z_SUV $2,316 1

1 Highly Urban/ Urban

0 12/2/54 0 10

No

z_No M Masters 6 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 37 Commercial $7,410 z_SUV

2 $0 6 Highly Urban/ Urban

1

2 11 Yes $0 z_No z_F Bachelors z_Blue Collar 55 Commercial $9,830 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 11/28/54 0

No

Yes z_F Bachelors Professional 32 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

3 11

Yes $0 z_No z_F z_High School Clerical 33 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 35 Private $14,130 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 11/24/54 1 17

No

Yes z_F

0

0 0 $0 No $0 z_No M z_High School Student 44 Commercial $5,900 Pickup

2

Highly Urban/ Urban

0

2 10

No

Yes z_F Bachelors Professional 14 Private

Sports Car $0 0 $0 8 Highly Urban/ Urban

0 11/21/54 0 12

No

Yes M Masters Lawyer 30 Private $12,170 Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/21/54 2 9

Yes

z_No M

0

0 13

No

Yes z_F z_High School Clerical 18 Commercial $16,000 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 11/20/54 1 12

Yes $0 z_No M z_High School Professional 36 Commercial $26,840 Panel Truck $0 0

8 Highly Urban/ Urban

1

1 11

No

Yes z_F

0

0 12

No $0 z_No z_F Bachelors z_Blue Collar 5 Commercial $7,520 z_SUV $0 0

12 Highly Urban/ Urban

0 11/18/54 1 13

No

Yes z_F Bachelors z_Blue Collar 31 Private $26,420 Sports Car $0 0 $0 5 Highly Urban/ Urban

2

3 17 Yes $0 z_No z_F Masters Lawyer 64 Private $19,550 z_SUV $0 0 $5,458 14 Highly Urban/ Urban

0 11/17/54 0 0 $0 No

Yes z_F z_High School Home Maker 38 Private $23,460 Minivan $0 0 $0 1 Highly Urban/ Urban

0

2 12

No

Yes M z_High School Clerical 30 Private $13,730 Minivan $1,150 2 $3,930 1 Highly Urban/ Urban

0

0 12 $20,850 No

Yes z_F z_High School Clerical 48 Commercial $17,920 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

191509516 0 11/14/54 0 12 $20,850 No $129,556 Yes z_F z_High School Clerical 48 Commercial $9,590 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 11/14/54 3 15

Yes $0 z_No z_F

Minivan $3,636 1 $3,091 1 Highly Urban/ Urban

0

1 9

No

Yes z_F $29,790

Minivan

2 $0 1 Highly Urban/ Urban

2 11/13/54 3 14

No

Yes M Bachelors Manager 28 Private $8,310 Minivan $0 0 $0 10 Highly Urban/ Urban

938303236 0 11/13/54 1 9 $24,178 No $115,381 Yes z_F $7,727

3

1 Highly Urban/ Urban

1 11/13/54 3

Yes $0 z_No z_F Bachelors Professional 43 Private $13,810 Sports Car $7,810 1 $0 14 z_Highly Rural/ Rural

0

2 14

No

Yes M

0

3 8

No

Yes M Masters Manager 25 Private $22,410 Minivan

2 $0 0 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 5 Commercial $13,610 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 18 Private $14,730 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 11

No

Yes M Masters 30 Commercial $10,910 Pickup

2 $0 Highly Urban/ Urban

0

0 14

No

z_No z_F

1 11/7/54 2 7

Yes

z_No z_F Bachelors Professional 10 Private $14,560 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

303886864 1 11/7/54 2 7 $26,681 Yes $166,588 z_No z_F Bachelors Professional 10 Private $28,840 Pickup $0 0

13 z_Highly Rural/ Rural

0

2 15

No

Yes z_F

0 11/4/54 2 8

Yes z_No z_F Masters Lawyer 49 Private $18,010 z_SUV

1 $0 17 Highly Urban/ Urban

0

1 0 $0 Yes $0 z_No z_F z_High School Student 44 Private $1,500 Sports Car $0 0 $5,645 7 Highly Urban/ Urban

0

2 13

No Yes M Masters Professional 42 Commercial $30,030 Panel Truck

1 $0 Highly Urban/ Urban

0 11/2/54 0 13

No $0 Yes M

Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 11/2/54 0 12

No $0 z_No M PhD Manager 30 Private

Van $0 0 $0 20 Highly Urban/ Urban

0

3 14

No $231,278 Yes z_F Bachelors Clerical 14 Private $14,060 z_SUV

2 $0 10 Highly Urban/ Urban

850085480 0 11/1/54 1 11

No

Yes M Masters 46 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0

1 14

No

Yes M Masters Manager 35 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

1 10/31/54 2 13

No

Yes M

0

4 15

No

Yes z_F Masters Manager 47 Private $17,010 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 9

No

z_No z_F Bachelors z_Blue Collar 47 Commercial $12,340 z_SUV

3 $0 15 Highly Urban/ Urban

0

0 7 $31,127 No Yes z_F Bachelors z_Blue Collar 36 Commercial $25,860 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

1 12

No

Yes M Masters 28 Commercial

Panel Truck

1 $0 15 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No z_F Masters Home Maker 23 Commercial $6,000 Sports Car $52,068 1 $0 20 Highly Urban/ Urban

0 10/22/54 0 11

No

Yes z_F

0 10/22/54 0 13

No

Yes M

Van $4,578 1 $0 5 Highly Urban/ Urban

0 10/22/54 0 10

No

Yes z_F Masters Professional 47 Private $11,640 z_SUV $3,731 1 $0 13 Highly Urban/ Urban

0 10/22/54 0 10

No

z_No M PhD Professional 36 Private $1,500 Minivan $0 0 $0 12 Highly Urban/ Urban

0

3 17

Yes

z_No z_F Masters Lawyer 44 Private $13,060 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

1 12

Yes

z_No M PhD Doctor 24 Private $14,830 Minivan

2 $0 20 Highly Urban/ Urban

0 10/18/54 0 9

No

Yes M Bachelors Professional 42 Private $12,180 Pickup

3 $1,479 8 Highly Urban/ Urban

850999288 0 10/18/54 0 9 $96,599 No $306,391 Yes M Bachelors Professional 42 Commercial $22,940 Panel Truck $6,292 1 $0 Highly Urban/ Urban

0

1 11

Yes $0 z_No z_F z_High School Home Maker 39 Commercial $30,050 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 6

No

z_No M Masters Lawyer 26 Private $15,350 Minivan $0 0 $0 19 Highly Urban/ Urban

0 10/15/54 0 12

No

z_No M Masters Lawyer 33 Private

Van $0 0 $0 11 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Bachelors Manager 32 Private $7,940 Sports Car

1 $0 12 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Professional 16 Commercial $11,300 Pickup

2

1 Highly Urban/ Urban

0

3 9

No

Yes M

3 $0 1 Highly Urban/ Urban

1

2 8 $62,615 No

Yes M Bachelors z_Blue Collar 49 Commercial $30,610 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 9

No

z_No M z_High School z_Blue Collar 43 Commercial $13,270 Minivan $4,740 2 $1,680 6 Highly Urban/ Urban

0 10/6/54 0 13

No z_No z_F Masters Lawyer 38 Private $11,810 z_SUV $0 0 $3,427 21 Highly Urban/ Urban

0 10/6/54 4 17

Yes

z_No z_F z_High School Student 16 Private $7,890 z_SUV $0 0 $0 1 Highly Urban/ Urban

771190621 0 10/6/54 0 13 $103,134 No z_No z_F Masters Lawyer 38 Private $16,310 Sports Car $0 0 $0 21 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Manager 31 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 10/4/54 0 13

No

z_No M z_High School z_Blue Collar 33 Commercial $22,420 Van

1

8 Highly Urban/ Urban

784454730 0

2 10

Yes $0 z_No z_F z_High School Clerical 24 Private $9,290 z_SUV

4 $2,711 1 Highly Urban/ Urban

0 10/3/54 0 13

No $0 z_No M Masters Professional 24 Private $22,680 Minivan

2 $0 16 Highly Urban/ Urban

1

1 14

No

Yes z_F Masters Lawyer 52 Private $10,960 z_SUV $0 0 $0 24 Highly Urban/ Urban

0 10/2/54 0 10

No

z_No M z_High School Professional 32 Private

Van

1 $0 1 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 37 Private $10,040 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

921318752 0 9/29/54 0 8 $40,368 No $171,248 Yes z_F Bachelors Professional 37 Private $10,040 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 10

No $0 z_No M

0

0 10 $22,860 No $0 z_No M

Pickup

2 $4,895 1 z_Highly Rural/ Rural

0 9/26/54 2 0 $0 No

Yes M $10,264

3 $2,189 1 Highly Urban/ Urban

0

1 15

No Yes z_F z_High School Clerical 51 Private $6,000 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 9/25/54 4 16

Yes $0 z_No z_F z_High School z_Blue Collar 14 Commercial $16,070 z_SUV

1 $4,804 1 Highly Urban/ Urban

371660994 0 9/25/54 1 15 No Yes z_F z_High School Clerical 51 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F z_High School z_Blue Collar 53 Private $6,010 Sports Car $0 0 $0 6 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 35 Private $14,500 z_SUV

3 $3,521 9 Highly Urban/ Urban

1 9/23/54 1 12

No

Yes z_F Masters Lawyer 24 Private $28,290 Minivan $2,581 1 $0 12 Highly Urban/ Urban

0

1

No $0 Yes M

Panel Truck $0 0 $0 6 Highly Urban/ Urban

3

3 15

No $156,060 Yes M $5,823

1 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 45 Private

Pickup $0 0 $0 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F z_High School z_Blue Collar 34 Commercial $12,940 Minivan $0 0 $0 1 Highly Urban/ Urban

1 9/17/54 2 8

No

Yes z_F Masters Professional 26 Private

Van

3 $7,756 8 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD 23 Commercial $28,670 Panel Truck

1 $0 Highly Urban/ Urban

668800586 3

3 6 $39,315 No

Yes z_F Bachelors Manager 27 Commercial $28,870 Pickup $4,792 1 $0 3 Highly Urban/ Urban

0 9/12/54 0 15

No

Yes z_F Masters Manager 30 Private $12,880 Sports Car $0 0 $0 8 Highly Urban/ Urban

3

4 17

No $0 Yes M z_High School Student 30 Commercial $6,000 Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 9/11/54 0 11

No $0 z_No M PhD 33 Commercial $18,510 Van $0 0

8 Highly Urban/ Urban

0 9/11/54 2 9

No

Yes z_F Bachelors Manager 49 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 11

No

Yes z_F PhD Doctor 49 Private $18,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 9/10/54 2 8

No Yes z_F PhD Manager 19 Private $9,210 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 9/10/54 0 8

No $0 z_No z_F Bachelors Professional 21 Private $8,100 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

2 6

Yes $0 z_No M Bachelors Professional 19 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 5 Commercial $19,300 Van $0 0 $0 1 Highly Urban/ Urban

0

3 18

No

Yes z_F

2 9/7/54 2 9 $14,640 No

Yes z_F

665735939 2 9/7/54 2 13

No

Yes z_F Bachelors Manager 9 Private $1,500 z_SUV $0 0

16 Highly Urban/ Urban

0 9/7/54 0 13

No $0 z_No M Masters Professional 17 Commercial

Van

3 $0 21 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Professional 38 Private $18,540 z_SUV $0 0 $0 9 Highly Urban/ Urban

533779817 0 9/6/54 0 12 $107,327 No $316,035 z_No z_F Bachelors Professional 38 Private $24,320 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 9/6/54 0

No

Yes M PhD Manager 22 Commercial

Panel Truck

1 $0 18 Highly Urban/ Urban

137443614 0

1 0 $0 No

Yes M z_High School Student 24 Private $14,750 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No M z_High School Student 36 Commercial $26,500 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

0 9

No $0 z_No z_F Masters Lawyer 17 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

2

2 10

Yes $0 z_No M Masters Lawyer 37 Private $15,480 Minivan $0 0 $4,905 14 Highly Urban/ Urban

0 9/2/54 0 11

No

z_No M PhD Doctor 57 Private $20,100 Van

3 $3,278 10 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Professional 10 Private $6,000 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 8/31/54 0 11

No $0 z_No z_F z_High School z_Blue Collar 27 Private $14,580 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

2

3 10

Yes $0 z_No M z_High School z_Blue Collar 36 Commercial $12,400 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 8/29/54 0 14

No

Yes M z_High School z_Blue Collar 36 Private $13,860 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/29/54 3 11

Yes

z_No z_F Bachelors z_Blue Collar 21 Commercial $6,100 z_SUV $0 0 $0 9 Highly Urban/ Urban

1

2 9

No Yes z_F Bachelors Home Maker 41 Private

z_SUV

2

8 Highly Urban/ Urban

0

2 15

No

Yes z_F Masters Lawyer 39 Private $6,000 z_SUV

2

15 Highly Urban/ Urban

1

1 10

Yes $0 z_No M z_High School Clerical 48 Private

Minivan $0 0

8 Highly Urban/ Urban

0 8/23/54 0 8

No

Yes M Bachelors Professional 65 Commercial $24,910 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 12 $91,613 No

Yes z_F Masters Lawyer 25 Private $15,160 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 8/22/54 0

No

Yes z_F z_High School Professional 51 Private $7,440 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

3 16

No $124,867 Yes M

Van $0 0 $0 2 z_Highly Rural/ Rural

3

3 14

No

Yes M Bachelors Clerical 22 Commercial $22,720 Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0

0 11

No

z_No M Bachelors Manager 31 Private $6,000 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 11

No z_No M Masters 44 Commercial $25,290 Panel Truck $0 0 $0 Highly Urban/ Urban

1

2 12

Yes

z_No z_F Masters Manager 52 Private $20,530 z_SUV

2 $0 12 Highly Urban/ Urban

2 8/15/54 2 13

No

Yes M z_High School Clerical 18 Private $6,000 Pickup

1 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Manager 32 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

1

2 9

No

Yes M PhD Manager 21 Private $13,270 Minivan $0 0 $0 17 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F Bachelors Home Maker 5 Commercial

Panel Truck $0 0 $0 10 Highly Urban/ Urban

2

2 14

No

Yes z_F Bachelors Clerical 36 Private $14,330 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 32 Commercial $10,710 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 11

No

Yes M

1 8/6/54 2 15 Yes $0 z_No M Bachelors Professional 26 Private $17,930 Van

2 $3,008 5 Highly Urban/ Urban

533351979 0 8/6/54 0 11 $53,556 No $167,505 Yes M

Van $0 0 $0 1 Highly Urban/ Urban

0

2 0 $0 No

Yes M

0 8/4/54 0 8

No $0 z_No z_F Masters Manager 39 Private $24,890 Minivan $0 0 $0 19 Highly Urban/ Urban

2

3 14

No

Yes z_F Bachelors Professional 38 Commercial $20,990 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 8/3/54 0 $0 No

Yes z_F z_High School Home Maker 31 Private $6,000 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

2

No

Yes M Bachelors Manager 30 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

969801584 1 8/1/54 1 14

No

Yes z_F Bachelors Professional 48 Private $11,810 Minivan $0 0 $0 10 Highly Urban/ Urban

2 8/1/54 2 12

No

Yes M z_High School Clerical 31 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

969801584 1 8/1/54 1 14 $26,156 No $179,165 Yes z_F Bachelors Professional 48 Private $14,460 z_SUV

1

10 Highly Urban/ Urban

0

0 12

No

z_No z_F

0 7/31/54 0 11

No $0 z_No M Masters Lawyer 50 Private

Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 7/31/54 2

Yes $0 z_No z_F Bachelors Professional 30 Private $16,540 z_SUV

2 $0 7 Highly Urban/ Urban

0 7/31/54 0 10 No

Yes z_F Bachelors Home Maker 39 Private $25,280 Pickup $0 0 $0 Highly Urban/ Urban

2 7/31/54 2 14 No Yes M Bachelors Manager 28 Commercial $21,910 Van $0 0 $0 7 Highly Urban/ Urban

0 7/31/54 1

No

Yes z_F Bachelors Professional 15 Private $11,990 z_SUV $0 0 $0 7 Highly Urban/ Urban

2

2 17 $34,890 No

Yes M z_High School Clerical 42 Private $11,660 Minivan

3 $0 1 Highly Urban/ Urban

700321561 0 7/30/54 0 11

No

Yes M Masters Professional 18 Private $20,180 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/30/54 0 11

No $0 z_No z_F PhD Manager 30 Private $21,450 Minivan $0 0 $0 10 Highly Urban/ Urban

1

3 14

No

Yes z_F Bachelors z_Blue Collar 25 Private $6,000 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 50 Private $12,140 z_SUV $0 0 $2,956 1 Highly Urban/ Urban

0 7/27/54 0 13

No $0 z_No z_F Masters Lawyer 9 Private $13,540 Minivan

2

20 Highly Urban/ Urban

0 7/27/54 0 8

No

Yes z_F

2

3 9

No

Yes z_F z_High School Clerical 5 Private $10,480 z_SUV $0 0 $2,697 1 Highly Urban/ Urban

0

0 13

No Yes z_F z_High School Clerical 49 Private

Sports Car $0 0 $0 6 Highly Urban/ Urban

0 7/25/54 0 9

No $0 z_No z_F

0

3 17

No

Yes M Masters 51 Commercial $19,680 Van

1 $4,506 16 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School z_Blue Collar 59 Private $9,920 z_SUV

3 $0 4 Highly Urban/ Urban

0 7/23/54 0 0 $0 No $0 z_No z_F Bachelors Student 50 Commercial

Minivan $0 0 $0 10 Highly Urban/ Urban

0 7/23/54 1

Yes

z_No M

Pickup $0 0 $0 6 Highly Urban/ Urban

1

3 15

No $0 Yes z_F Bachelors Student 47 Private $8,410 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

183697567 0

0 13

No

Yes M Masters Professional 26 Private $20,280 Van $0 0 $0 14 Highly Urban/ Urban

0 7/18/54 0 0 $0 No

Yes z_F z_High School Student 34 Private $6,000 z_SUV

2 $7,746 7 Highly Urban/ Urban

0 7/18/54 2 13

Yes

z_No z_F

3

1 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Manager 30 Private $12,300 z_SUV

1 $0 7 Highly Urban/ Urban

1 7/17/54 2 10

Yes $0 z_No z_F Bachelors Manager 50 Private $12,320 Minivan $4,746 2

1 Highly Urban/ Urban

0

2 13

No

Yes z_F Bachelors Professional 24 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

695264867 0 7/16/54 0 12 No

Yes z_F PhD Manager 5 Private $11,160 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 7/16/54 0 15

No

Yes z_F PhD Doctor 41 Private $11,500 Sports Car

1

15 Highly Urban/ Urban

0

0 10

No $272,829 Yes z_F Bachelors z_Blue Collar 29 Commercial $7,880 z_SUV $4,148 2 $0 9 Highly Urban/ Urban

2 7/15/54 2 16

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $11,840 z_SUV $0 0 $3,393 11 Highly Urban/ Urban

0

0 8

No $187,532 Yes z_F z_High School z_Blue Collar 35 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No

Yes M z_High School Clerical 35 Private $12,730 Minivan $1,332 2 $0 6 Highly Urban/ Urban

0 7/13/54 0 10

No

Yes M Bachelors Professional 33 Commercial $28,770 Panel Truck $4,845 2 $0 8 Highly Urban/ Urban

1 7/13/54 1 14

No Yes z_F Bachelors Professional 60 Private $8,820 z_SUV

2 $0 8 z_Highly Rural/ Rural

279475690 0 7/13/54 0 11

No $0 z_No M Masters Lawyer 19 Private $5,060 Minivan $0 0 $0 19 Highly Urban/ Urban

1 7/13/54 2 13

Yes

z_No z_F z_High School z_Blue Collar 40 Private $15,810 z_SUV $0 0 $5,951 1 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Professional 43 Private $18,090 Van $0 0

12 Highly Urban/ Urban

0

1 15

No

Yes M Masters Lawyer 47 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/9/54 0 11

No Yes z_F Masters Lawyer 20 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0 7/9/54 0 9

No

Yes M Bachelors Professional 34 Commercial $9,040 Pickup $0 0 $6,022 11 Highly Urban/ Urban

2

3 10

No Yes M Bachelors Manager 25 Commercial $17,600 Van

1

4 Highly Urban/ Urban

0

2 17 No

Yes z_F Masters Manager 14 Private $26,280 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 7/7/54 0 14 $24,360 No

Yes z_F Masters Lawyer 24 Private $21,410 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

2 7/7/54 2 14

No

Yes M Bachelors z_Blue Collar 44 Commercial $19,250 Minivan

4 $0 9 Highly Urban/ Urban

0 7/7/54 0 14

No

Yes M z_High School Professional 49 Private $20,480 Van $0 0 $0 1 Highly Urban/ Urban

0

3 15

Yes $0 z_No z_F z_High School Home Maker 9 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters Lawyer 14 Private

z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

2 15

Yes $0 z_No z_F z_High School Professional 25 Private $17,300 Sports Car $7,410 3 $0 1 Highly Urban/ Urban

1

1 11

No

Yes z_F PhD Manager 36 Commercial $20,520 Pickup $0 0 $0 1 Highly Urban/ Urban

1

2 14

No

Yes z_F Masters Lawyer 47 Private $15,300 Minivan $26,455 1 $0 19 Highly Urban/ Urban

1

2 9 $683 No

Yes z_F z_High School Student 60 Commercial $19,090 z_SUV

1

1 Highly Urban/ Urban

298667574 2

2 13

No

Yes M Masters Manager 28 Private $18,230 Minivan $0 0 $0 9 Highly Urban/ Urban

711084452 0

2 9 Yes $0 z_No M Bachelors Manager 13 Commercial $8,810 Pickup $1,055 3 $0 1 Highly Urban/ Urban

0

0 11 No

Yes M Masters Lawyer 11 Private $14,060 Minivan $0 0 $0 9 Highly Urban/ Urban

0

3

No $0 Yes z_F z_High School Student 10 Commercial $6,120 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 6/22/54 0 13

No

Yes M Masters Lawyer 5 Private $17,760 Van $0 0 $0 23 Highly Urban/ Urban

2

2 10

Yes $0 z_No z_F Bachelors Clerical 43 Private $15,600 Minivan $3,534 3

4 Highly Urban/ Urban

0

0 8

No

Yes M z_High School z_Blue Collar 31 Private $2,230 Minivan $0 0 $0 9 Highly Urban/ Urban

1 6/20/54 2 12

Yes $0 z_No z_F Bachelors Clerical 40 Private $11,930 Minivan $4,658 3

9 Highly Urban/ Urban

2

2 12

Yes

z_No M z_High School z_Blue Collar 68 Commercial $16,710 Minivan

3

1 Highly Urban/ Urban

1 6/19/54 2 0 $0 No

Yes M z_High School Student 87 Private $1,500 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

3 0 $0 Yes $0 z_No M z_High School Home Maker 36 Private $16,510 Minivan $17,445 3

1 Highly Urban/ Urban

0 6/18/54 2

No

Yes z_F Bachelors Manager 45 Private $17,110 z_SUV

3 $0 12 Highly Urban/ Urban

0

0 9

No

Yes M Masters Lawyer 30 Private $16,820 Van $0 0 $0 12 Highly Urban/ Urban

0 6/17/54 2 15

No

Yes z_F Masters Lawyer 34 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 6/17/54 0 10

No

Yes z_F Bachelors Home Maker 16 Private $11,040 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 6/17/54 0 13

No $0 Yes M z_High School Student 55 Commercial $35,500 Panel Truck $4,600 2 $4,740 1 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Manager 37 Private $23,860 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 11

No z_No z_F z_High School Professional 22 Private $11,560 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 6/15/54 2 13

Yes

z_No M Bachelors Professional 18 Private $19,590 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School z_Blue Collar 24 Commercial $6,000 z_SUV $0 0

1 Highly Urban/ Urban

2 6/14/54 3 14 $4,910 No $0 Yes z_F

0

0 12

No

Yes z_F Masters Manager 16 Private $25,500 Minivan $0 0 $0 15 Highly Urban/ Urban

77027507 0 6/13/54 0 12 $43,998 No Yes z_F Masters Manager 16 Private $20,430 Pickup $0 0 $0 15 Highly Urban/ Urban

0

2 16

No $179,607 Yes M z_High School z_Blue Collar 27 Commercial $15,940 Minivan

1 $2,960 1 Highly Urban/ Urban

0 6/12/54 0 13

No

Yes M Bachelors z_Blue Collar 34 Commercial $10,830 Pickup $6,170 2

10 Highly Urban/ Urban

0

3 16

No

Yes z_F Masters Manager 27 Commercial

Van $0 0 $0 28 Highly Urban/ Urban

1

3

Yes

z_No z_F Masters Lawyer 27 Private $13,910 Pickup

2 $0 9 Highly Urban/ Urban

528698470 0

1 12

No

Yes z_F z_High School Clerical 98 Private $9,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

2 6/9/54 2 10

No $0 Yes z_F Bachelors Student 25 Commercial $9,670 z_SUV

2

Highly Urban/ Urban

0 6/9/54 0 0 $0 No

z_No z_F Bachelors Home Maker 40 Private $6,000 z_SUV $3,373 3

11 Highly Urban/ Urban

0

1 10

Yes $0 z_No M Masters 61 Commercial $22,690 Panel Truck $4,940 2 $3,581 8 Highly Urban/ Urban

0 6/6/54 0 5

No $0 z_No z_F Bachelors z_Blue Collar 26 Commercial $30,300 Pickup $4,441 1 $0 8 Highly Urban/ Urban

0 6/6/54 3 0 $0 No

Yes z_F z_High School Home Maker 45 Private $6,000 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

1 13

No

Yes M Bachelors Professional 43 Private $14,510 Minivan $0 0 $0 10 Highly Urban/ Urban

681443164 0 6/5/54 0 4

No

z_No M Bachelors Manager 31 Private $23,790 Minivan

1 $0 7 Highly Urban/ Urban

0 6/5/54 0 No z_No z_F Bachelors Professional 16 Private $16,800 z_SUV

1

12 Highly Urban/ Urban

681443164 0 6/5/54 0 4 $83,111 No $237,263 z_No M Bachelors Manager 31 Commercial $18,610 Van $0 0 $0 7 Highly Urban/ Urban

1

2

Yes $0 z_No z_F Masters Lawyer 6 Private $9,860 Sports Car $0 0 $2,982 11 Highly Urban/ Urban

3 6/4/54 3 14 $3,532 No

Yes z_F z_High School Home Maker 35 Private $6,350 z_SUV

2

6 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No M

37965490 0 6/3/54 0 13

No

Yes z_F Masters Manager 5 Private $17,570 z_SUV $0 0 $0 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School Clerical 32 Private $6,200 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 6/2/54 0 10

No

z_No M Masters 28 Commercial $4,860 Pickup $0 0 $0 19 z_Highly Rural/ Rural

0

0 13

No

z_No z_F z_High School Manager 12 Private $5,330 z_SUV

2 $0 1 Highly Urban/ Urban

3

3 17

No

Yes z_F $22,262

2 $1,444 5 Highly Urban/ Urban

0

0 14

No Yes z_F PhD Manager 7 Private $8,560 Sports Car $0 0 $0 16 Highly Urban/ Urban

0

1 12

No

Yes M Masters Manager 37 Private $17,130 Van $0 0

14 Highly Urban/ Urban

1 5/29/54 2 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $4,750 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 5/29/54 0 13

No z_No M PhD Doctor 32 Private $31,310 Minivan $0 0 $0 16 Highly Urban/ Urban

0

1 6

Yes

z_No z_F Masters Manager 11 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0 5/23/54 0 12

No

Yes M Masters Manager 26 Private $13,700 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 9

No $0 z_No z_F z_High School Home Maker 26 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0

1 12

Yes

z_No z_F z_High School Clerical 47 Private $5,270 Sports Car

4 $0 7 Highly Urban/ Urban

1 5/21/54 2 15

Yes

z_No z_F Bachelors Professional 31 Private $10,420 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

1 5/21/54 3 10

No

Yes z_F $29,536

2

1 Highly Urban/ Urban

0 5/21/54 0 6

No

Yes M Bachelors z_Blue Collar 26 Commercial $13,110 Minivan $0 0 $0 5 z_Highly Rural/ Rural

1

2 15 $4,271 No Yes z_F

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 15

No

Yes M Bachelors Manager 56 Private $13,900 Minivan

2 $0 1 Highly Urban/ Urban

1

1 13

No

Yes z_F $6,357

Highly Urban/ Urban

2 5/17/54 2

No

Yes z_F

0

1 12 $5,106 Yes

z_No z_F Bachelors Home Maker 20 Private $13,240 z_SUV

2 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School z_Blue Collar 13 Commercial $15,350 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 13

No

Yes M Masters Manager 43 Commercial $28,300 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 5/13/54 0 9

No

z_No M $2,096

1 Highly Urban/ Urban

0

0 5

No

Yes M z_High School z_Blue Collar 5 Commercial $21,580 Van $0 0 $0 8 Highly Urban/ Urban

1

1 12

No

Yes z_F z_High School z_Blue Collar 29 Private $6,000 Sports Car

3

10 Highly Urban/ Urban

810440934 0

0 10

No

Yes z_F Bachelors Clerical 34 Private $29,080 Sports Car

3 $0 5 Highly Urban/ Urban

0 5/8/54 0 14

No

Yes z_F

0

0 $0 No $0 z_No M Bachelors Student 22 Commercial $14,510 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 5/7/54 0 13

No

Yes M Bachelors z_Blue Collar 55 Commercial $17,330 Minivan $0 0 $0 5 Highly Urban/ Urban

0 5/7/54 2 10

Yes $0 z_No z_F Bachelors Clerical 5 Private $16,510 Minivan $0 0 $0 10 Highly Urban/ Urban

0

1 12

No

Yes M Masters Lawyer 41 Private $7,580 z_SUV $0 0 $0 14 Highly Urban/ Urban

1 5/6/54 2 15

Yes

z_No M Bachelors Professional 84 Commercial $6,000 Pickup

3

8 Highly Urban/ Urban

0

0 11

No

Yes M Masters 5 Commercial $21,160 Van

2 $0 21 Highly Urban/ Urban

0 5/5/54 2 12

Yes $0 z_No z_F Bachelors Professional 28 Private $13,400 z_SUV

5 $0 10 Highly Urban/ Urban

1

2 14

No

Yes z_F z_High School Professional 22 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

341162899 0

0 12

No $0 z_No M z_High School Student 33 Commercial $5,800 Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/3/54 0 12 $63,357 No $0 z_No M z_High School Clerical 67 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

1

1 11

No

Yes M

1

1 10

Yes z_No M

0

0 7

No

Yes z_F Masters Lawyer 30 Private $6,000 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

3 0 $0 No

Yes M

1 4/27/54 2 14

No $0 Yes M z_High School Student 44 Commercial $8,060 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/27/54 0 12

No

Yes z_F z_High School Manager 25 Private $6,000 z_SUV $0 0 $0 1 Highly Urban/ Urban

2

2 11

Yes $0 z_No z_F Bachelors Professional 14 Private $16,230 Minivan

2 $0 7 Highly Urban/ Urban

0 4/25/54 2 16

Yes $0 z_No M

2

2 8

No

Yes z_F

0

0 11

No

Yes z_F z_High School z_Blue Collar 52 Commercial $9,920 z_SUV

3 $0 Highly Urban/ Urban

0

0

No

Yes z_F

0

1 8

No

Yes M Masters 37 Commercial $17,540 Van

3 $0 9 Highly Urban/ Urban

0 4/20/54 0 14

No

z_No z_F z_High School Clerical 41 Private $18,510 z_SUV $0 0 $0 1 Highly Urban/ Urban

880702697 0 4/20/54 0 11

No

Yes z_F Bachelors Home Maker 24 Private $16,930 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Home Maker 31 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

2 16

No

Yes M $10,037

3 $0 6 Highly Urban/ Urban

26465136 0

2 14

No

Yes z_F Masters Lawyer 30 Private $12,470 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

3 17

No

Yes z_F Bachelors z_Blue Collar 45 Commercial $6,000 z_SUV

1

10 Highly Urban/ Urban

0 4/13/54 0 15

No

Yes z_F

0

0

No

Yes M Bachelors Clerical 51 Commercial $11,580 Pickup $0 0

7 Highly Urban/ Urban

0 4/12/54 0 6

No $0 Yes M z_High School Student 49 Commercial $6,920 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 4/12/54 0 8

No $0 z_No M

0

1 11

Yes

z_No z_F z_High School z_Blue Collar 52 Commercial $16,210 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 4/10/54 0 $178,375 No

Yes z_F Masters Lawyer 32 Private

Sports Car $0 0 $0 Highly Urban/ Urban

2 4/10/54 3 0 $0 No

Yes z_F z_High School Home Maker 36 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

570538751 2 4/10/54 3 0 $0 No $71,936 Yes z_F z_High School Home Maker 36 Private $13,110 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

3 15 $39,055 No

Yes z_F z_High School Manager 17 Private $9,910 Sports Car

5 $0 1 Highly Urban/ Urban

2

3 16

No

Yes M Masters Lawyer 48 Private $13,260 Minivan $0 0 $0 17 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Masters Lawyer 43 Private $19,680 Minivan $0 0 $1,283 17 Highly Urban/ Urban

63641910 0 4/7/54 1 10 $102,765 Yes $0 z_No z_F Masters Lawyer 43 Private $18,150 Minivan

2

17 Highly Urban/ Urban

0

2 12

No

Yes z_F z_High School z_Blue Collar 16 Commercial $1,500 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

1 12 No

Yes z_F z_High School Professional 33 Private $4,040 z_SUV

1 $0 1 Highly Urban/ Urban

0

0 7

No $0 z_No M

0 3/31/54 0 12

No

Yes z_F Bachelors Professional 19 Private $8,610 z_SUV

1 $0 Highly Urban/ Urban

0

0 8

No $0 z_No z_F $7,332

3

1 Highly Urban/ Urban

0

3 14

No

Yes M Masters Lawyer 55 Private $6,960 z_SUV $0 0

14 Highly Urban/ Urban

2 3/28/54 2

Yes $0 z_No z_F

2 $0 6 Highly Urban/ Urban

116871771 2 3/28/54 2 $27,266 Yes $0 z_No z_F

0 3/28/54 1 15

No Yes z_F Bachelors Student 39 Commercial $11,490 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

2 14

Yes

z_No z_F z_High School z_Blue Collar 52 Commercial

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

2 4

Yes $0 z_No z_F z_High School Clerical 34 Commercial $6,100 Pickup $5,771 1 $6,195 1 z_Highly Rural/ Rural

1 3/25/54 2 14

Yes $0 z_No M z_High School z_Blue Collar 57 Commercial $6,000 Minivan $0 0

1 Highly Urban/ Urban

0 3/25/54 1

Yes $0 z_No z_F Bachelors Manager 31 Private $7,240 Sports Car $0 0 $0 10 Highly Urban/ Urban

0 3/25/54 0 11

No $0 z_No M z_High School z_Blue Collar 45 Private $13,940 Minivan $0 0 $0 Highly Urban/ Urban

1 3/25/54 2 11

Yes $0 z_No z_F PhD Doctor 9 Private $9,920 Sports Car

3 $0 18 Highly Urban/ Urban

0 3/25/54 2 10

Yes z_No z_F Bachelors Student 56 Commercial $5,240 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F Masters Lawyer 28 Private $6,000 Sports Car $8,609 2 $0 17 Highly Urban/ Urban

0 3/24/54 0 5

No

Yes M Masters 36 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0

2 12

Yes

z_No M Bachelors Clerical 68 Commercial $11,110 Pickup

1

13 Highly Urban/ Urban

180401987 0

0 13

No

Yes M Bachelors Manager 5 Private $8,220 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 14

No

Yes z_F $45,987

7 Highly Urban/ Urban

2 3/21/54 4 18

No

Yes M z_High School Clerical 24 Private $15,610 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Home Maker 48 Private $26,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 3/20/54 2 17 $38,212 No

Yes M z_High School Clerical 26 Private $8,780 Minivan $0 0 $0 1 Highly Urban/ Urban

2 3/20/54 3 15

No Yes M Masters Lawyer 42 Private $18,290 Van

2 $3,182 19 Highly Urban/ Urban

0

2 12 No

Yes z_F Masters Manager 13 Private $14,780 z_SUV $0 0

12 Highly Urban/ Urban

0 3/19/54 0 11

No

z_No z_F z_High School Manager 41 Private $11,570 Minivan $0 0 $0 3 Highly Urban/ Urban

457987162 0

0

No

z_No z_F Bachelors Home Maker 43 Private $10,740 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/17/54 0 14

No

Yes z_F Bachelors Professional 26 Private

Sports Car $0 0 $0 7 Highly Urban/ Urban

457987162 0 3/17/54 0 $19,599 No $134,906 z_No z_F Bachelors Home Maker 43 Private $24,580 z_SUV $0 0 $0 1 z_Highly Rural/ Rural
457987162 0 3/17/54 0 $19,599 No $134,906 z_No z_F Bachelors Home Maker 43 Private $11,950 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

2 12

No

Yes z_F Masters Lawyer 21 Private $12,490 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 3/16/54 0

No $0 Yes z_F

0 3/16/54 0 12

No $0 z_No z_F Masters Lawyer 41 Private $22,040 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 3/16/54 2 15

No

Yes z_F $572

3 $0 6 Highly Urban/ Urban

831585855 0 3/16/54 2 15 $20,653 No $140,294 Yes z_F

0

2 10

No

Yes z_F

2 $0 1 Highly Urban/ Urban

0

1 14

No

Yes z_F z_High School z_Blue Collar 21 Private

z_SUV $0 0 $0 4 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 5 Private $8,310 Minivan $0 0 $0 7 Highly Urban/ Urban

0 3/12/54 2 16

No

Yes z_F Bachelors Professional 23 Private $24,510 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/12/54 2

No

Yes z_F Masters Lawyer 21 Private $20,800 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 14 Private $18,910 Pickup

1 $0 15 Highly Urban/ Urban

0

3 14

Yes

z_No z_F

Van $0 0 $0 Highly Urban/ Urban

550717937 3 3/9/54 3 12

Yes $0 z_No z_F

0

0 12

No $0 z_No z_F z_High School Clerical 33 Private $13,770 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/8/54 0 12

No Yes M z_High School z_Blue Collar 39 Private $13,010 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/8/54 0 14

No

Yes M

1

2 11

Yes $0 z_No M Bachelors Professional 25 Private $1,500 Minivan $0 0

11 Highly Urban/ Urban

0 3/7/54 3

No

Yes M PhD Professional 8 Private $6,200 Sports Car $0 0 $0 13 Highly Urban/ Urban

2

2 8

No

Yes M PhD 29 Commercial $24,520 Panel Truck $0 0 $0 Highly Urban/ Urban

0

3 15 $7,680 No $0 Yes M

0 3/5/54 0 13

No

Yes z_F Bachelors Manager 25 Private $9,590 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 54 Private $15,170 z_SUV

4 $0 1 Highly Urban/ Urban

0 3/4/54 0 8

No

Yes M z_High School z_Blue Collar 52 Commercial $34,200 Minivan $0 0 $0 6 Highly Urban/ Urban

0 3/4/54 0 13

No

z_No z_F Masters Lawyer 24 Private $10,780 z_SUV

4 $0 14 Highly Urban/ Urban

0

2

No

Yes M PhD Lawyer 36 Private $16,030 Minivan $0 0 $0 12 Highly Urban/ Urban

0

3 12

No $64,530 Yes z_F

2 $5,252 8 Highly Urban/ Urban

2

3 0 $0 No $0 Yes z_F Bachelors Student 58 Private $11,880 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 2/27/54 3 12

No

Yes M Bachelors Manager 43 Private $19,700 Minivan $0 0 $0 7 Highly Urban/ Urban

2 2/26/54 3 7

No $241,791 Yes z_F Masters Lawyer 5 Private $14,980 z_SUV

2 $0 10 Highly Urban/ Urban

1 2/26/54 2 13

Yes $0 z_No M Masters Manager 28 Commercial $6,000 Pickup

2

8 Highly Urban/ Urban

0 2/25/54 0

No

Yes M Masters Lawyer 24 Private $15,950 Minivan $0 0 $0 15 Highly Urban/ Urban

0 2/25/54 2 14 No

Yes z_F Bachelors Manager 23 Private $19,450 z_SUV $0 0 $0 1 Highly Urban/ Urban

2 2/25/54 2 0 $0 No

Yes z_F Bachelors Home Maker 60 Private $6,000 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

1 2/25/54 1 10 Yes

z_No M Bachelors Clerical 41 Commercial $6,000 Pickup

1 $0 11 Highly Urban/ Urban

1 2/24/54 3 15 $20,765 No $0 Yes z_F

2

3 12

Yes $0 z_No z_F Bachelors Professional 52 Private $15,420 z_SUV

3

1 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F Masters Lawyer 42 Private $11,100 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 2/20/54 1 8

No

Yes M Masters Lawyer 34 Private

Van $0 0 $0 15 Highly Urban/ Urban

0 2/20/54 0 11

No

Yes z_F

3

3 6

No

Yes z_F z_High School Clerical 33 Private $11,510 z_SUV $4,436 2 $7,291 1 Highly Urban/ Urban

1 2/18/54 2 13

No

Yes M Masters 30 Commercial $36,330 Panel Truck $0 0

1 Highly Urban/ Urban

1 2/18/54 2 14

Yes $0 z_No z_F Bachelors Student 44 Commercial $7,210 Sports Car

3

12 Highly Urban/ Urban

0 2/17/54 3 11

Yes

z_No z_F PhD Lawyer 42 Private $27,520 Pickup $0 0 $0 5 Highly Urban/ Urban

0 2/17/54 0 11

No

z_No M z_High School z_Blue Collar 56 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

142342235 0 2/17/54 3 11 $207,123 Yes $488,301 z_No z_F PhD 42 Commercial

Pickup $583 4 $0 5 Highly Urban/ Urban

1 2/17/54 2 8

No

Yes z_F Bachelors z_Blue Collar 17 Commercial $19,880 Sports Car $0 0

13 Highly Urban/ Urban

0 2/17/54 0 11

No

z_No M Bachelors Professional 22 Commercial $18,710 Van $0 0 $2,175 2 Highly Urban/ Urban

2 2/16/54 3 16 $30,111 No

Yes M z_High School Clerical 36 Private $10,870 Pickup $0 0 $0 1 z_Highly Rural/ Rural

976090829 0 2/16/54 0 15

No $0 z_No z_F Masters Lawyer 27 Private $25,900 Minivan

2 $0 17 Highly Urban/ Urban

0 2/14/54 1 17 $5,306 No $0 Yes z_F z_High School Student 32 Private $12,990 z_SUV $0 0 $0 1 Highly Urban/ Urban

274305518 0 2/14/54 1 17 No $0 Yes z_F z_High School Student 32 Private $6,530 z_SUV $0 0 $0 1 Highly Urban/ Urban
104793760 2 2/13/54 3 14

Yes $0 z_No z_F Bachelors Clerical 60 Private $9,690 z_SUV

1 $4,290 12 Highly Urban/ Urban

104793760 2 2/13/54 3 14 $36,912 Yes $0 z_No z_F Bachelors Clerical 60 Private $6,550 z_SUV $3,791 1 $0 12 Highly Urban/ Urban

0

2 11

Yes

z_No z_F Masters 5 Commercial $14,880 Pickup $0 0 $0 13 Highly Urban/ Urban

0 2/10/54 0 13

No

Yes z_F Masters Lawyer 37 Private $16,330 Minivan

1 $0 16 Highly Urban/ Urban

0 2/10/54 0 13 No

Yes z_F z_High School Clerical 38 Private $9,050 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

2 2/7/54 2 12

No

Yes z_F

1

1 13

Yes $0 z_No z_F Bachelors z_Blue Collar 31 Private $11,240 z_SUV $2,611 2 $0 5 Highly Urban/ Urban

0 2/6/54 0 14

No

Yes z_F Masters Lawyer 35 Private $20,720 Pickup $1,826 3 $0 15 Highly Urban/ Urban

4 2/6/54 5 0 $0 Yes $0 z_No z_F $5,641

z_Highly Rural/ Rural

353352499 4 2/6/54 5 0 $0 Yes $0 z_No z_F $2,467

z_Highly Rural/ Rural

0 2/6/54 3 14

No $0 Yes z_F z_High School Student 31 Private $16,580 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 2/6/54 0 12

No

z_No z_F z_High School z_Blue Collar 54 Commercial $14,060 Sports Car $0 0

9 Highly Urban/ Urban

0 2/5/54 2 14

No Yes z_F z_High School Home Maker 5 Private $7,980 z_SUV $0 0 $0 5 Highly Urban/ Urban

148659373 0 2/2/54 0 11

No

z_No M PhD Doctor 28 Private $5,900 Pickup $0 0 $0 14 Highly Urban/ Urban

2 2/1/54 3 15

No

Yes M

1 2/1/54 3 14

No

Yes M Bachelors Professional 33 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

3 2/1/54 3 14

No

Yes M Masters Lawyer 45 Private $12,310 Minivan $0 0 $4,953 10 Highly Urban/ Urban

0 2/1/54 1 10

No

Yes z_F Masters Professional 29 Private $17,720 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 9 $38,290 No

Yes M z_High School z_Blue Collar 39 Commercial $9,830 Pickup

2 $0 8 Highly Urban/ Urban

0 1/30/54 0 12

No

z_No M z_High School z_Blue Collar 39 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 1/30/54 0 13

No $0 Yes M

668137534 0 1/30/54 0 13 $8,234 No $0 Yes M

2

2 12

No

Yes M

8 Highly Urban/ Urban

1 1/28/54 2 0 $0 No

Yes z_F Masters Home Maker 27 Private $14,300 Minivan

1 $0 11 Highly Urban/ Urban

0

2 14

No

Yes z_F z_High School Clerical 34 Private $24,280 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 1/26/54 0 11

No

Yes z_F Bachelors Professional 44 Private $17,670 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/25/54 2 15

No

Yes M z_High School Clerical 5 Private $13,660 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 1/25/54 2 8

No

Yes z_F Bachelors z_Blue Collar 58 Commercial $16,270 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 1/25/54 3 12

No

Yes z_F Bachelors Professional 48 Private $29,850 Sports Car

1 $5,181 9 Highly Urban/ Urban

0 1/24/54 0 12

No

z_No M Masters 6 Commercial $23,140 Panel Truck $0 0 $0 13 Highly Urban/ Urban

909134973 0 1/24/54 0 12 $103,249 No z_No M Masters 6 Commercial $31,920 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 1/24/54 0 9 No

Yes M Masters Lawyer 10 Private $8,750 Pickup $0 0 $0 11 Highly Urban/ Urban

0 1/23/54 0 10 $25,920 No Yes M z_High School Clerical 41 Private $13,990 Minivan $0 0 $0 5 Highly Urban/ Urban

0 1/18/54 0 7

No

Yes z_F z_High School Clerical 91 Private $12,130 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 1/17/54 0 0 $0 No

Yes z_F

0 1/17/54 0 11

No $0 Yes M z_High School Student 43 Commercial $9,640 Pickup

1 $0 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No z_F Bachelors Home Maker 9 Private $6,000 z_SUV $698 2 $0 2 Highly Urban/ Urban

1 1/16/54 2 9

Yes

z_No z_F

0 1/15/54 0 14

No $0 z_No M z_High School z_Blue Collar 29 Commercial $17,450 Van $0 0 $5,822 8 Highly Urban/ Urban

0 1/14/54 0 10

No

Yes M Bachelors Professional 50 Commercial

Panel Truck $0 0

Highly Urban/ Urban

879600393 0 1/14/54 2 15 $44,138 No

Yes M $4,671

4 $0 1 z_Highly Rural/ Rural

0 1/14/54 0 0 $0 No

z_No z_F Masters Home Maker 24 Private

Minivan $0 0

15 Highly Urban/ Urban

0 1/14/54 2 15

No $347,575 Yes M Masters 22 Commercial $19,580 Van

2

15 Highly Urban/ Urban

0 1/13/54 0 14 $4,430 No

Yes z_F z_High School Home Maker 45 Private $6,440 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 1/13/54 3 11

No

Yes z_F z_High School Clerical 37 Private $24,120 Pickup $0 0 $0 5 z_Highly Rural/ Rural

1 1/13/54 1 0 $0 No $0 Yes M z_High School Student 22 Commercial $8,620 Pickup $0 0 $0 8 z_Highly Rural/ Rural

1 1/12/54 2 14

No

Yes z_F

0 1/12/54 1 0 $0 No

Yes z_F z_High School Home Maker 31 Private $16,250 Minivan

2 $0 9 Highly Urban/ Urban

508835703 0 1/12/54 1 0 No $101,860 Yes z_F z_High School Home Maker 29 Private $6,000 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 1/8/54 0 12

No $0 z_No M Masters Lawyer 14 Private $6,400 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/8/54 0 12

No

Yes z_F Bachelors z_Blue Collar 66 Commercial $6,000 Sports Car

2 $0 13 Highly Urban/ Urban

0 1/7/54 3 14

No

Yes z_F

0

1 13

No

Yes z_F Bachelors Professional 26 Private

Minivan $0 0 $3,868 Highly Urban/ Urban

0 1/4/54 0 14

No

Yes M Masters Lawyer 38 Private $13,970 Minivan $0 0 $0 11 Highly Urban/ Urban

0 1/3/54 0 12

No z_No M Masters Lawyer 45 Private $7,790 Pickup $0 0 $0 17 Highly Urban/ Urban

0 1/2/54 0

No

Yes z_F z_High School z_Blue Collar 28 Commercial $14,650 Minivan

2 $5,095 1 Highly Urban/ Urban

1 1/2/54 1 14 $1,956 Yes $0 z_No z_F

0

1 9

No

Yes M

1

1 14

No

Yes z_F Masters Lawyer 50 Private

Van

2

13 Highly Urban/ Urban

212687745 1 12/30/53 1 $63,952 No $196,368 Yes z_F Masters Lawyer 50 Private $14,620 z_SUV $3,799 2 $0 13 Highly Urban/ Urban

0

0 12

No Yes M

1

2 0 $0 Yes $0 z_No M $41,818

1 $4,423 1 Highly Urban/ Urban

1 12/27/53 2 15

No

Yes z_F Bachelors z_Blue Collar 57 Commercial

Pickup $958 1 $0 12 Highly Urban/ Urban

384332699 1 12/27/53 2 15 $64,916 No $232,064 Yes z_F Bachelors z_Blue Collar 57 Commercial

Pickup

1

12 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Bachelors z_Blue Collar 57 Commercial $18,750 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 12/26/53 0 12

No

Yes z_F z_High School Professional 57 Private $15,670 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

Yes M Bachelors Manager 31 Private $5,900 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 37 Private

z_SUV

2

12 Highly Urban/ Urban

1

2 0 $0 Yes $0 z_No M Bachelors Student 66 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0 12/22/53 1 8 $47,389 Yes

z_No z_F Bachelors Home Maker 23 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

918606594 0 12/22/53 0 10

No $0 z_No M Masters 59 Commercial $24,350 Panel Truck $0 0 $0 Highly Urban/ Urban

0 12/22/53 2 13

Yes $0 z_No z_F $7,852

1

1 Highly Urban/ Urban

918606594 0 12/22/53 0 10 $48,344 No $0 z_No M Masters 59 Private $13,020 Minivan

3 $0 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Lawyer 36 Private $6,000 Pickup $0 0 $0 z_Highly Rural/ Rural

0

2 8

No

Yes z_F Bachelors Professional 28 Private $13,220 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

1

1 15

No

Yes M PhD Lawyer 15 Private $11,280 Pickup

3 $0 Highly Urban/ Urban

413423871 1 12/19/53 1 15 $197,836 No $504,107 Yes M PhD 15 Commercial

Panel Truck

2 $2,411 Highly Urban/ Urban

1

3 15

No Yes z_F Masters Lawyer 5 Private $13,960 z_SUV

3 $0 13 Highly Urban/ Urban

0 12/18/53 0 10

No $0 z_No M Masters Lawyer 25 Private $17,730 Van

1 $0 24 Highly Urban/ Urban

446639717 1 12/18/53 3 15 $79,586 No Yes z_F Masters Lawyer 5 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

1 12/18/53 3 13

No

Yes M $2,997

1 $0 Highly Urban/ Urban

719936557 0

2 1

No

Yes z_F

0

1 13

Yes $0 z_No z_F Bachelors Clerical 44 Private $20,120 Minivan

3 $0 16 Highly Urban/ Urban

0 12/16/53 0 13

No

Yes z_F

0

2 12

Yes

z_No M z_High School z_Blue Collar 39 Commercial $12,240 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

z_No M Masters 50 Commercial $23,280 Panel Truck $1,749 1 $0 17 Highly Urban/ Urban

2 12/12/53 2

Yes

z_No z_F z_High School Professional 26 Private $10,810 z_SUV $0 0

1 Highly Urban/ Urban

0

3 14

Yes

z_No M PhD Manager 11 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 12/11/53 0 7

No

z_No M Masters 31 Commercial $5,700 Pickup $0 0 $0 16 Highly Urban/ Urban

0

1 13

Yes $0 z_No M Masters Professional 37 Private $13,450 Minivan $0 0 $0 19 Highly Urban/ Urban

0

1 7

No

Yes M

656344335 0 12/9/53 0 8

No

z_No M Bachelors Professional 17 Commercial $17,160 Van $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 24 Commercial $7,080 Pickup $0 0 $0 1 Highly Urban/ Urban

1 12/8/53 2 11

No

Yes z_F Bachelors z_Blue Collar 16 Commercial

Sports Car $0 0 $0 12 Highly Urban/ Urban

0

3 14

No

Yes M z_High School Clerical 48 Commercial $20,970 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No $0 z_No M PhD 32 Commercial $30,110 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

2 13

Yes $0 z_No z_F PhD 26 Commercial $22,370 Pickup $1,463 2 $0 17 Highly Urban/ Urban

667241606 0 12/4/53 2 13 $136,408 Yes $0 z_No z_F PhD 26 Commercial

Van $0 0 $0 17 Highly Urban/ Urban

0

1 11

No

Yes z_F PhD Lawyer 28 Private $10,250 z_SUV $4,307 3 $0 20 Highly Urban/ Urban

0

0 4 No $0 z_No M z_High School Professional 42 Private $13,830 Minivan

3 $3,321 1 Highly Urban/ Urban

0

2 13 $29,754 Yes $0 z_No z_F Masters Lawyer 12 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

2 0 $0 Yes $0 z_No M Bachelors Student 63 Commercial $6,000 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

2 17

No

Yes z_F Masters Lawyer 46 Private $24,600 Van

2

10 Highly Urban/ Urban

819642529 1 11/28/53 2 17 $111,268 No $288,071 Yes z_F Masters Lawyer 46 Private $21,680 Minivan

3

10 Highly Urban/ Urban

384021681 0 11/28/53 3 0 $0 No

Yes z_F z_High School Home Maker 9 Commercial $5,700 z_SUV $0 0 $4,858 1 z_Highly Rural/ Rural

1

1 11

Yes

z_No z_F Bachelors z_Blue Collar 23 Commercial $1,500 Sports Car

2 $0 6 Highly Urban/ Urban

0

2 13

No

Yes z_F z_High School z_Blue Collar 41 Commercial $14,250 z_SUV $0 0

1 Highly Urban/ Urban

0 11/24/53 0 10

No

Yes z_F Bachelors Professional 46 Private $6,000 z_SUV $0 0

1 Highly Urban/ Urban

0

0 10

No $0 z_No M

1

3 18

No $0 Yes M

0

0 9

No

Yes M

0

2 13

No

Yes M Masters Professional 31 Private $14,830 Minivan $0 0 $0 16 Highly Urban/ Urban

2 11/20/53 3 7 No

Yes z_F Bachelors Student 38 Private $10,810 Sports Car $0 0 $0 Highly Urban/ Urban

653142988 2 11/20/53 3 7 No $181,752 Yes z_F Bachelors Student 38 Private $19,360 Sports Car $0 0

Highly Urban/ Urban

1

1 10

Yes

z_No z_F Bachelors Manager 43 Private $10,520 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 11/19/53 0 12

No

Yes z_F Bachelors Professional 45 Private $6,720 Sports Car $0 0

9 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Manager 28 Private $16,570 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 9 Private $17,650 z_SUV

1 $0 7 Highly Urban/ Urban

0

1 11

Yes $0 z_No M Masters Professional 33 Commercial $19,830 Van

1 $0 11 Highly Urban/ Urban

0

0 9

No

z_No M PhD Doctor 42 Private $6,100 Pickup $0 0 $0 13 Highly Urban/ Urban

0 11/12/53 0 10

No

Yes M z_High School z_Blue Collar 54 Commercial $10,810 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 5

No

Yes M Bachelors Professional 44 Commercial $30,630 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School Manager 33 Commercial $18,450 Van $5,393 1 $0 1 Highly Urban/ Urban

0 11/8/53 0 13 $5,015 No

Yes M

0 11/8/53 0 12 No $0 Yes z_F

0

0 7

No $0 z_No M z_High School Manager 36 Private $14,620 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0

No

Yes z_F Masters Professional 31 Private

Van $0 0 $0 22 Highly Urban/ Urban

0 11/6/53 0 0 $0 No

z_No z_F Bachelors Home Maker 37 Private

Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

0 13

No

Yes M Bachelors Professional 31 Private $13,340 Minivan

2

9 Highly Urban/ Urban

0

0 8

No

Yes M Masters Manager 35 Private $13,660 Minivan $0 0 $3,858 14 Highly Urban/ Urban

802236621 0 11/3/53 0 8 $75,614 No $188,804 Yes M Masters Manager 35 Private $16,010 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 35 Private $21,640 Van $0 0 $0 4 z_Highly Rural/ Rural

0 10/31/53 0 13

No

Yes M

Minivan $0 0

6 Highly Urban/ Urban

0 10/31/53 0 10

No $0 z_No z_F z_High School Clerical 44 Private $18,780 z_SUV $0 0

10 Highly Urban/ Urban

0

0 16

No

Yes z_F PhD Doctor 12 Private $16,190 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 12

No

Yes z_F $26,181

1 $6,719 5 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Manager 13 Private $14,050 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0

No $0 z_No z_F z_High School z_Blue Collar 15 Commercial $6,100 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School z_Blue Collar 24 Commercial $22,790 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 10/23/53 0 9

No

Yes M z_High School Clerical 51 Private $12,140 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 10/23/53 0 11

No

z_No M PhD Manager 23 Commercial

Panel Truck $5,293 3 $0 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F $8,374

4 Highly Urban/ Urban

0 10/22/53 0 7

No

z_No M Masters Professional 20 Commercial $11,180 Pickup

3

15 Highly Urban/ Urban

982415908 0 10/22/53 0 $71,869 No $246,071 z_No M Masters Professional 53 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 12

No

Yes M Masters 27 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Professional 60 Private $16,080 Minivan $0 0 $0 1 z_Highly Rural/ Rural

413358029 0

0 0 $0 No $0 Yes M

0 10/18/53 0 0 $0 No

Yes z_F Bachelors Home Maker 31 Private $22,920 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Professional 52 Commercial $11,700 Pickup

1 $6,542 8 Highly Urban/ Urban

756103596 0 10/17/53 0 12 $56,006 No $190,938 Yes M Bachelors Professional 52 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 10/17/53 0 13

No

z_No M

0

0 14

No

Yes z_F z_High School Home Maker 73 Private $8,560 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

0 14 $23,571 No

Yes M z_High School Clerical 45 Commercial $11,890 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No Yes M Bachelors Professional 5 Commercial $6,100 Pickup $5,756 2 $0 11 Highly Urban/ Urban

0

0 4

No

z_No z_F z_High School Clerical 49 Private $6,100 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters Manager 5 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Professional 11 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0 10/10/53 0 14

No

Yes z_F z_High School z_Blue Collar 22 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

99463738 0 10/10/53 0 12 $132,651 No $340,258 Yes z_F Masters Professional 11 Private $1,500 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 10/10/53 0 9

No

Yes z_F z_High School z_Blue Collar 43 Commercial $15,840 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/10/53 0 14

No

Yes M Bachelors z_Blue Collar 13 Commercial $18,750 Van $0 0 $0 9 Highly Urban/ Urban

458303466 1 10/10/53 0 13

No

Yes M z_High School z_Blue Collar 42 Commercial $7,440 z_SUV

2

8 Highly Urban/ Urban

0 10/10/53 0

No

z_No M Masters 18 Commercial

Panel Truck $0 0

12 Highly Urban/ Urban

421316364 0

0 11

No $0 z_No M Masters Professional 21 Commercial $16,590 Van

1 $0 18 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 35 Commercial

Van $0 0 $0 Highly Urban/ Urban

837122700 0

0 10

No $0 z_No M Bachelors Professional 32 Private $13,180 Minivan $0 0 $0 1 Highly Urban/ Urban

837122700 0 10/7/53 0 10 $70,840 No $0 z_No M Bachelors Professional 26 Private $17,140 Minivan

2

1 Highly Urban/ Urban

0 10/7/53 0 10

No $0 z_No M

Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 11

No $214,584 Yes z_F Bachelors Professional 52 Private $21,160 Minivan $0 0 $0 6 Highly Urban/ Urban

367663474 0 10/6/53 0 11 $68,126 No $214,584 Yes z_F Bachelors Professional 52 Private $12,910 z_SUV $0 0

6 Highly Urban/ Urban

0 10/6/53 0 13

No

z_No M Masters Professional 49 Private $12,730 Minivan $0 0 $0 Highly Urban/ Urban

0 10/6/53 0 11

No $0 z_No z_F Masters Lawyer 27 Private $20,760 z_SUV $0 0 $0 22 Highly Urban/ Urban

0

0 11

No z_No z_F z_High School Manager 51 Private $21,440 Sports Car

1 $0 7 Highly Urban/ Urban

0

0 0 No $0 z_No z_F z_High School Student 43 Commercial $8,110 z_SUV $0 0 $2,327 8 Highly Urban/ Urban

0 10/3/53 0 11

No

z_No M Bachelors Professional 15 Private $26,090 Minivan $2,934 4 $0 9 Highly Urban/ Urban

533784758 0 10/3/53 0 0 No $0 z_No z_F z_High School Student 43 Commercial

Pickup

2

8 Highly Urban/ Urban

0

0 6 $85,408 No

Yes M Masters Lawyer 24 Private $14,640 Minivan

3 $0 12 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Manager 19 Private $15,890 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/30/53 0 6

No

Yes z_F z_High School z_Blue Collar 26 Commercial

z_SUV

3 $0 10 Highly Urban/ Urban

471663062 0 9/30/53 0 11 $82,398 No $235,439 Yes M Bachelors Manager 19 Private $19,240 Van $0 0 $0 15 Highly Urban/ Urban

0

0 11

No

Yes M

250655555 0 9/29/53 0 15

No

Yes M z_High School z_Blue Collar 35 Commercial $14,450 Minivan $0 0 $0 8 Highly Urban/ Urban

0 9/29/53 0 10

No

z_No M Bachelors Professional 13 Commercial $18,820 Van

1

13 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 8 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 9/28/53 0 0 $0 No

z_No z_F Bachelors Home Maker 35 Private $12,240 z_SUV

2 $0 Highly Urban/ Urban

0

0 9

No $0 z_No z_F z_High School Student 51 Commercial $8,410 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/26/53 0 12

No

Yes z_F z_High School Home Maker 28 Private $28,470 Pickup $0 0 $0 Highly Urban/ Urban

0 9/26/53 0 6

No

Yes M Masters 59 Commercial

Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 9/26/53 0

No

Yes z_F PhD Lawyer 48 Private $13,690 z_SUV $4,656 4 $0 13 Highly Urban/ Urban

0

0

No

Yes M z_High School Professional 29 Private $22,630 Minivan $0 0 $0 7 Highly Urban/ Urban

0 9/25/53 0 10

No Yes M PhD 24 Commercial $18,430 Van $0 0 $0 12 Highly Urban/ Urban

113730746 2 9/25/53 0 9

No

Yes M

0

0 3

No $0 z_No z_F Masters Professional 30 Private $31,180 Pickup $0 0 $0 12 Highly Urban/ Urban

0 9/24/53 0 11 $35,362 No $0 z_No M z_High School Clerical 8 Private $13,140 Minivan $0 0 $0 7 Highly Urban/ Urban

0 9/24/53 0 7

No

z_No M Bachelors z_Blue Collar 8 Commercial $10,040 Pickup $0 0 $1,107 7 Highly Urban/ Urban

653916577 2 9/24/53 0 11 $35,362 No $0 z_No M z_High School Clerical 42 Commercial $17,970 Pickup $5,423 2

7 Highly Urban/ Urban

26574720 0

0 13

No $0 z_No z_F PhD 57 Commercial $30,690 Pickup

3

19 Highly Urban/ Urban

0

1 9

Yes

z_No M Bachelors z_Blue Collar 50 Commercial $26,440 Panel Truck $0 0 $0 5 Highly Urban/ Urban

323766565 0 9/19/53 1 9 $49,680 Yes $228,046 z_No M Bachelors z_Blue Collar 50 Commercial $6,100 Pickup $2,986 3 $7,145 5 Highly Urban/ Urban

0

0 14

No

Yes M z_High School Clerical 31 Private $9,490 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 6

No $0 z_No z_F Bachelors Manager 40 Private $17,000 Sports Car $1,420 3 $0 12 Highly Urban/ Urban

0

0 12 $3,929 No

Yes z_F PhD Home Maker 56 Private $1,500 z_SUV $0 0 $0 18 z_Highly Rural/ Rural

0 9/15/53 0 7

No

z_No z_F z_High School Clerical 36 Commercial

Van $0 0 $0 11 z_Highly Rural/ Rural

0 9/15/53 0 5

No

z_No M Bachelors z_Blue Collar 5 Commercial

Panel Truck $3,777 1 $0 13 Highly Urban/ Urban

0

0 10

No

z_No z_F

1 $3,265 1 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Manager 34 Commercial $21,830 Van $8,170 2 $0 10 Highly Urban/ Urban

0 9/12/53 0 14

No

Yes z_F PhD 20 Commercial $38,870 Van $0 0

1 Highly Urban/ Urban

0 9/12/53 0 13

No

Yes z_F Masters Lawyer 52 Private $16,160 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 9/12/53 0 13

No

Yes M z_High School z_Blue Collar 17 Commercial $17,520 Van $4,636 3 $0 9 Highly Urban/ Urban

0

0 14

No

Yes M

2

1 Highly Urban/ Urban

0

0 10

No

z_No M

0

0 8

No

Yes z_F PhD 12 Commercial $25,780 Pickup $1,815 2 $0 13 Highly Urban/ Urban

0 9/9/53 0 8

No $0 z_No M Masters Lawyer 25 Private $1,500 Minivan

2 $0 8 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Lawyer 43 Private

Sports Car $0 0 $0 16 z_Highly Rural/ Rural

541204921 0 9/8/53 0 8 $73,872 No $245,878 Yes z_F Masters Lawyer 43 Private $25,510 Minivan $0 0 $0 16 z_Highly Rural/ Rural
541204921 0 9/8/53 0 8 $73,872 No $245,878 Yes z_F Masters Lawyer 43 Private $17,550 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

0 12

No

z_No z_F z_High School Clerical 60 Private $9,200 Minivan $0 0

9 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Student 23 Commercial $10,080 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 12 No

z_No z_F Bachelors Professional 36 Private $7,490 z_SUV

1 $0 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Lawyer 36 Private $22,240 z_SUV

2 $0 9 Highly Urban/ Urban

0 9/3/53 0 13

No

z_No M z_High School z_Blue Collar 35 Commercial

Pickup

2 $0 6 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 35 Private

Sports Car $4,784 3 $0 11 Highly Urban/ Urban

0 9/2/53 0 12

No

Yes M

670127664 0 9/2/53 0 12 $35,852 No $142,093 Yes M $11,214

3 $0 Highly Urban/ Urban

0

0 14

No $0 z_No M Masters 5 Commercial $33,610 Panel Truck

3

15 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 32 Private $17,370 Minivan $0 0 $0 1 Highly Urban/ Urban

24974672 1 8/29/53 0 10

No

Yes z_F Bachelors z_Blue Collar 56 Commercial $13,770 z_SUV $0 0 $0 7 Highly Urban/ Urban

24974672 1 8/29/53 0 10 $84,667 No $236,725 Yes z_F Bachelors z_Blue Collar 56 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

0 14

No $210,695 Yes z_F z_High School z_Blue Collar 53 Commercial $11,880 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F

344024832 1 8/27/53 0 10

No $0 z_No M

956104436 0 8/27/53 0 0 $0 No $0 Yes z_F 344024832 0 8/27/53 0 10 $21,238 No $0 z_No M $9,513

1 $3,050 7 Highly Urban/ Urban

0 8/27/53 0 0 $0 No

Yes z_F Bachelors Home Maker 54 Private $6,140 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 12 $9,537 No

Yes z_F Masters Home Maker 18 Private $10,760 Minivan

3 $0 13 Highly Urban/ Urban

803383169 0 8/26/53 0 14 $50,272 No

Yes z_F Bachelors z_Blue Collar 55 Commercial $27,620 Pickup $0 0 $1,102 6 Highly Urban/ Urban

0

0 14

No $0 z_No M z_High School z_Blue Collar 53 Commercial $6,270 Pickup

2 $0 1 Highly Urban/ Urban

837299054 0

0 12

No

Yes z_F Masters Lawyer 34 Private $27,630 Pickup

3 $0 10 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Home Maker 27 Private $19,750 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 8/21/53 0 16

No

Yes z_F Bachelors Home Maker 13 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Professional 26 Private $9,700 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Manager 20 Private $18,270 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 25 Private $31,980 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

z_No z_F z_High School Home Maker 22 Private $7,740 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

0 18

No

Yes z_F z_High School z_Blue Collar 59 Commercial $17,500 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 10

No

z_No M Masters Lawyer 21 Private $14,760 Minivan $0 0 $0 11 Highly Urban/ Urban

371807120 0

0 $0 No $0 Yes M z_High School Student 39 Commercial $24,780 Panel Truck

2 $0 9 z_Highly Rural/ Rural

0

0 8

No

Yes M z_High School Professional 5 Private $6,100 Pickup $4,263 2 $0 6 Highly Urban/ Urban

0

0

No

z_No M z_High School Clerical 25 Private $12,780 Minivan $8,340 1 $0 9 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 15 Commercial $32,280 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

0 10

No $0 z_No M z_High School z_Blue Collar 41 Commercial

Van

1 $0 1 Highly Urban/ Urban

0 8/5/53 0 12

No

Yes M Bachelors Professional 49 Private

Minivan

3 $0 12 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 53 Private $15,340 z_SUV $0 0

12 Highly Urban/ Urban

843933160 0 8/3/53 0 11 $71,667 No z_No z_F Bachelors Professional 53 Commercial $31,500 Van $0 0 $0 12 Highly Urban/ Urban

0 8/3/53 0 5 $393 No

z_No z_F z_High School Home Maker 55 Private $6,140 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

394584511 0

0 8

No $0 z_No M PhD Manager 53 Commercial

Pickup $6,935 1

19 Highly Urban/ Urban

0

0

No

z_No z_F Masters Lawyer 57 Private $12,010 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 7/30/53 0 11

No

Yes M Masters Lawyer 24 Private $6,100 Minivan

3 $0 18 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 23 Commercial $17,380 Van $0 0 $1,493 1 z_Highly Rural/ Rural

0 7/29/53 0 11

No

z_No z_F Masters Lawyer 41 Private $13,990 z_SUV $5,531 3 $0 11 Highly Urban/ Urban

0

0 10

No

z_No z_F Bachelors z_Blue Collar 62 Private $15,300 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 7/28/53 0 7

No $0 z_No M Bachelors z_Blue Collar 19 Commercial $19,980 Van $8,054 2 $8,000 10 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Bachelors Professional 17 Private $11,830 z_SUV $5,970 3 $0 6 Highly Urban/ Urban

573744666 0 7/27/53 0 8

No

Yes z_F z_High School z_Blue Collar 30 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

565148583 0 7/27/53 0 13 $57,323 No $0 z_No z_F Bachelors Professional 17 Private $8,780 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 7

No

Yes M z_High School Professional 24 Commercial $6,100 Pickup $0 0

1 Highly Urban/ Urban

0

0 13

No z_No M Masters Manager 28 Commercial $28,290 Panel Truck $0 0 $0 16 Highly Urban/ Urban

949901631 0 7/25/53 0 $175,117 No z_No M Masters Manager 28 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 7/25/53 0 8

No $0 z_No M Masters Professional 58 Commercial $5,100 Pickup $0 0

12 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 33 Private $27,300 Minivan

4 $0 23 Highly Urban/ Urban

0 7/24/53 0 7

No

Yes z_F Bachelors z_Blue Collar 60 Commercial $13,770 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 8

No Yes z_F Bachelors Clerical 41 Private $12,240 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 7/22/53 0 5

No $0 z_No M PhD 25 Commercial

Panel Truck $21,880 2

8 Highly Urban/ Urban

0 7/22/53 0 12

No

Yes M z_High School z_Blue Collar 38 Commercial $10,220 Minivan

1 $0 1 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Professional 42 Private $17,130 Sports Car

3 $0 11 Highly Urban/ Urban

0

0 13 $19,270 No

Yes M

0 7/19/53 0 10

No

Yes z_F z_High School z_Blue Collar 30 Private $14,550 z_SUV $4,758 2

1 Highly Urban/ Urban

0 7/19/53 0 12

No

Yes z_F z_High School Professional 23 Private $25,140 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/19/53 0 12

No

Yes z_F

822553919 0 7/19/53 0 12 $49,917 No $182,126 Yes z_F

0

0 11

No

Yes z_F Bachelors Home Maker 5 Private $6,100 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 7

No

Yes z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 7/17/53 0 5

No $0 z_No M Masters Lawyer 19 Private $14,890 Minivan $0 0 $0 14 Highly Urban/ Urban

931739722 1

0 13

No

Yes M Bachelors Manager 53 Private $16,450 z_SUV $5,105 3

10 Highly Urban/ Urban

339409075 0

0 10

No

Yes z_F z_High School z_Blue Collar 34 Commercial $15,670 Sports Car

3

9 Highly Urban/ Urban

0 7/15/53 0 6

No

Yes M Bachelors Professional 50 Commercial $28,360 Panel Truck

2 $0 1 Highly Urban/ Urban

0

0 7

No $0 z_No z_F Bachelors Professional 36 Commercial $25,850 Pickup $1,294 1

10 Highly Urban/ Urban

547019584 1 7/13/53 0 13

No

Yes M Masters Lawyer 60 Private $24,070 z_SUV

1 $0 13 Highly Urban/ Urban

547019584 0 7/13/53 0 13 $64,030 No $191,941 Yes M Masters Lawyer 24 Private $7,900 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 7

No

z_No z_F z_High School Professional 37 Private $24,180 z_SUV

2 $0 1 Highly Urban/ Urban

0 7/12/53 0 10 No

Yes M Masters Lawyer 7 Private $15,920 Minivan $0 0 $0 15 Highly Urban/ Urban

278452834 0 7/12/53 0 10 No $288,592 Yes M Masters Lawyer 7 Private $6,100 Pickup $0 0 $0 15 Highly Urban/ Urban
278452834 0 7/12/53 0 10 No $288,592 Yes M Masters Lawyer 7 Private $14,470 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 33 Commercial $13,500 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 7/11/53 0 12

No

Yes z_F z_High School z_Blue Collar 75 Commercial $11,530 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 7

No

Yes M Bachelors z_Blue Collar 24 Commercial $14,020 Minivan $0 0 $0 12 z_Highly Rural/ Rural

136529714 0 7/8/53 0 0 $0 No $0 z_No z_F Bachelors Home Maker 53 Private $6,100 z_SUV

4 $6,611 12 Highly Urban/ Urban

136529714 2 7/8/53 0 0 $0 No $0 z_No z_F Bachelors Home Maker 25 Commercial $7,270 Pickup

3

12 Highly Urban/ Urban

0 7/8/53 0 10

No

z_No z_F Masters Lawyer 5 Private $14,290 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

z_No M z_High School Clerical 47 Commercial $18,340 Van $6,018 3 $0 10 Highly Urban/ Urban

0 7/5/53 0 13

No $0 z_No z_F Bachelors z_Blue Collar 18 Commercial $10,610 z_SUV

2 $0 13 Highly Urban/ Urban

0

0 10

No

Yes M PhD 37 Commercial

Panel Truck

2 $0 13 Highly Urban/ Urban

308292467 0

0 11

No

Yes M Bachelors z_Blue Collar 86 Commercial $6,100 Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 12

No

z_No M Masters Lawyer 21 Private $13,050 Minivan $0 0 $0 7 Highly Urban/ Urban

0 7/2/53 0 12

No $0 z_No z_F Masters Lawyer 5 Private $18,080 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 7/2/53 0 11

No

Yes M Masters Manager 44 Private $17,880 Van $0 0 $0 16 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 29 Private $18,640 Van $0 0 $0 17 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Manager 16 Private $12,270 Minivan $0 0 $0 10 Highly Urban/ Urban

0 6/30/53 0 10

No

z_No M Bachelors z_Blue Collar 49 Commercial $12,940 Minivan

3

11 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Manager 45 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 12

No

Yes M PhD Doctor 43 Private

Minivan

1 $0 14 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F PhD Home Maker 74 Private $7,710 z_SUV $0 0

Highly Urban/ Urban

192541686 0

0 No

Yes M Masters 5 Commercial $27,170 Panel Truck $5,788 3 $0 Highly Urban/ Urban

0 6/22/53 0 9

No

z_No M Masters 71 Commercial $22,930 Panel Truck

2 $0 16 Highly Urban/ Urban

0

0 12

No

Yes M PhD Manager 44 Commercial

Panel Truck $0 0

13 Highly Urban/ Urban

989828809 0

0 5

No

Yes z_F Masters Professional 5 Private $17,940 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12 $24,139 No $0 z_No M

366348938 0 6/19/53 0 12 $24,139 No $0 z_No M $5,233

2

1 Highly Urban/ Urban

0

0 6

No $0 z_No z_F Masters 24 Commercial $19,410 Pickup $0 0

11 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Manager 41 Private $13,200 Minivan $4,185 2 $0 8 Highly Urban/ Urban

61970712 0 6/17/53 0 9

No

Yes M Masters 36 Commercial $24,490 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 10

No

z_No z_F Bachelors Professional 40 Private $16,080 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 6/16/53 0 10

No

Yes M z_High School Professional 6 Private $11,370 Pickup $0 0 $0 8 Highly Urban/ Urban

0 6/16/53 0 12

No

Yes z_F z_High School Clerical 17 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 7

No $0 z_No M Masters 32 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

332136674 0 6/13/53 0 7 $165,373 No $0 z_No M Masters 32 Commercial $18,040 Van

2 $0 20 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 32 Commercial $1,500 Sports Car

1 $0 8 z_Highly Rural/ Rural

0

0

No

z_No M z_High School Professional 41 Commercial $25,420 Panel Truck $0 0

1 Highly Urban/ Urban

0 6/11/53 0 0 $0 No z_No z_F z_High School Home Maker 19 Private $6,990 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Clerical 45 Private $10,360 z_SUV

1 $5,120 1 Highly Urban/ Urban

0 6/9/53 0 6

No

z_No z_F Bachelors Professional 42 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Professional 15 Private $14,640 Minivan $0 0 $0 9 Highly Urban/ Urban

0 6/8/53 0 12

No

Yes M Masters Professional 12 Commercial $27,790 Panel Truck

2 $0 10 Highly Urban/ Urban

0

0 $0 No

Yes z_F Bachelors Home Maker 28 Private $6,500 Sports Car

3 $0 10 Highly Urban/ Urban

0 6/7/53 0 6

No

z_No M Masters Manager 44 Private $23,270 Minivan

3 $0 9 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters Home Maker 24 Private $22,770 Minivan $0 0 $0 16 z_Highly Rural/ Rural

0 6/6/53 0 12

No

Yes M z_High School Student 63 Commercial $17,580 Van $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters Lawyer 54 Private

Minivan

2 $0 16 Highly Urban/ Urban

570398624 0 6/5/53 0 12

No Yes M

2 $0 1 z_Highly Rural/ Rural

0 6/5/53 0 9

No

z_No z_F Bachelors Professional 28 Private $6,100 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 11

No $0 z_No M Bachelors z_Blue Collar 27 Commercial $17,020 Van $4,538 2

10 Highly Urban/ Urban

0 6/3/53 0 12

No

Yes z_F z_High School Home Maker 48 Private $24,930 Pickup $23,060 1 $14,604 1 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Professional 39 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0 6/2/53 0 12

No

Yes z_F z_High School z_Blue Collar 54 Commercial $9,380 Sports Car

3 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Manager 5 Commercial $24,120 Pickup

4 $0 7 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School Clerical 14 Private

z_SUV

3 $0 6 z_Highly Rural/ Rural

0

0 12

No

Yes z_F z_High School z_Blue Collar 55 Commercial

Minivan $3,960 2

8 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD 39 Commercial

Panel Truck

3 $0 15 Highly Urban/ Urban

0 5/26/53 0 6

No $0 z_No M Masters Manager 36 Commercial

Panel Truck $1,401 1

14 Highly Urban/ Urban

0 5/26/53 0 9

No $0 z_No z_F z_High School Clerical 34 Commercial $8,820 Pickup $4,936 4 $0 3 Highly Urban/ Urban

0

0 13

No $204,282 Yes z_F Masters Lawyer 28 Private $6,100 z_SUV

1 $0 12 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 30 Commercial $22,000 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 9

No

z_No M Masters Professional 28 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

761549990 0

0 1

No $0 z_No M z_High School Student 25 Private $9,120 Pickup

2

7 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 32 Commercial $9,200 Pickup

3 $0 1 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Professional 56 Private $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 5/16/53 0 12

No $0 z_No z_F z_High School Clerical 57 Private $17,420 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 8 No

Yes z_F z_High School z_Blue Collar 17 Commercial

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 5/14/53 0 No

Yes M PhD Lawyer 30 Private $6,300 Minivan $7,893 1 $0 14 Highly Urban/ Urban

567608997 0 5/14/53 0 11

No $0 z_No z_F z_High School z_Blue Collar 37 Commercial $14,130 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 13

No

Yes M z_High School Clerical 15 Private $11,080 Minivan $0 0 $0 9 Highly Urban/ Urban

0 5/13/53 0 7

No

Yes M Bachelors Professional 18 Private $15,190 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0

No

Yes M z_High School z_Blue Collar 51 Commercial

Van

3 $0 10 Highly Urban/ Urban

0

0 11

No

Yes M $7,872

1

Highly Urban/ Urban

0

0 11

No

z_No z_F Masters Professional 5 Private $21,130 Sports Car

3 $0 18 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 33 Commercial $14,480 Sports Car

3

1 Highly Urban/ Urban

0

0 5

No

z_No z_F z_High School z_Blue Collar 44 Commercial $20,030 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 41 Commercial $6,100 z_SUV

2 $0 10 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Clerical 35 Private $12,230 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 5/4/53 0 14 No $0 z_No z_F

0

0 8

No $0 z_No z_F z_High School Manager 14 Private $11,140 Sports Car $0 0 $0 1 Highly Urban/ Urban

341162899 0 5/3/53 0 12

No $0 z_No M z_High School Student 8 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial $19,070 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 5/2/53 0 6

No

Yes M Bachelors z_Blue Collar 30 Commercial $22,780 Panel Truck

2 $0 10 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 35 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 7 No z_No M Masters 17 Commercial $23,350 Panel Truck $4,678 3

17 Highly Urban/ Urban

0 4/30/53 0 11

No

Yes z_F z_High School Clerical 17 Commercial $18,920 Pickup $0 0 $0 8 Highly Urban/ Urban

0 4/30/53 0 15 No

Yes M z_High School Clerical 21 Private $6,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/30/53 0 15 $24,276 No

Yes M z_High School Clerical 28 Private $11,900 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 14 Private $11,340 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/28/53 0 11

No

z_No M Bachelors z_Blue Collar 12 Private $6,100 Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School z_Blue Collar 44 Commercial $25,850 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 4/27/53 0 6

No

Yes M z_High School z_Blue Collar 34 Commercial $17,840 Van $4,002 1

1 Highly Urban/ Urban

774223374 0 4/27/53 0 6 $77,946 No $225,853 Yes M z_High School z_Blue Collar 34 Commercial $20,820 Minivan

3 $0 1 Highly Urban/ Urban

0

0 3

No $0 z_No M Bachelors Student 45 Private $15,520 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 7

No

Yes M Masters 63 Commercial $18,050 Van

2

1 Highly Urban/ Urban

0 4/25/53 0 11

No $0 z_No M Masters 13 Commercial

Van

3 $0 15 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 28 Commercial $6,030 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/24/53 0 6

No $0 z_No z_F Bachelors Home Maker 5 Private

Minivan $0 0 $0 4 Highly Urban/ Urban

677948838 0 4/24/53 0 11 $45,300 No $152,064 Yes M z_High School z_Blue Collar 28 Commercial $10,630 Pickup $0 0

1 Highly Urban/ Urban

0

0 13 No

z_No z_F PhD Manager 43 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0 4/23/53 0 12

No

Yes M Masters 15 Commercial $29,370 Panel Truck $4,174 2

15 Highly Urban/ Urban

0

0 12 No

Yes z_F Masters Professional 53 Private

Minivan $31,180 1 $0 17 Highly Urban/ Urban

0

0 7

No $0 z_No z_F Masters 42 Commercial $24,410 Pickup

1 $4,579 18 Highly Urban/ Urban

0 4/21/53 0 8 $5,740 No $0 z_No z_F PhD Manager 19 Private $24,480 Minivan

2 $0 16 Highly Urban/ Urban

0 4/21/53 0 12

No

Yes M

0

0 6

No

Yes z_F Masters Home Maker 39 Private $12,850 z_SUV $5,863 3

21 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 51 Commercial

Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

0 14 No

Yes M Bachelors Professional 7 Commercial $25,660 Panel Truck

1 $0 12 Highly Urban/ Urban

0

0 13

No

z_No z_F Masters Lawyer 7 Private $16,620 z_SUV $0 0

Highly Urban/ Urban

0 4/12/53 0 12

No $0 z_No z_F z_High School Clerical 40 Private $11,010 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 9

No

Yes M Masters Manager 7 Private $6,100 Minivan $0 0 $0 15 Highly Urban/ Urban

591933815 0 4/11/53 0 9 $107,006 No $342,272 Yes M Masters Manager 7 Private $16,800 Van $0 0 $0 15 Highly Urban/ Urban

0 4/11/53 1 17 $45,298 No

Yes M Masters Manager 8 Private $14,660 Minivan $0 0 $0 16 Highly Urban/ Urban

0 4/11/53 0 11

No $0 z_No M z_High School Manager 25 Private $14,370 Minivan

2 $0 10 Highly Urban/ Urban

0

0 8

No

Yes M Masters 20 Commercial $23,910 Panel Truck $0 0 $0 9 Highly Urban/ Urban

768598772 0 4/10/53 1 11

Yes $0 z_No z_F z_High School z_Blue Collar 11 Commercial $6,670 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Manager 10 Private $18,430 Sports Car $0 0 $4,865 10 Highly Urban/ Urban

0

0 12

No $0 z_No M

0 4/8/53 0 9 No $0 z_No z_F Masters Lawyer 36 Private $11,910 Sports Car

1

18 Highly Urban/ Urban

0 4/8/53 0 10

No $0 z_No M PhD 9 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 4/8/53 0 10

No

Yes M z_High School Clerical 29 Private $12,530 Minivan

1 $0 1 Highly Urban/ Urban

493274156 0 4/8/53 0 10 No $153,059 Yes M z_High School Clerical 29 Private $10,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 29 Commercial $23,370 Panel Truck

2 $3,118 10 Highly Urban/ Urban

0

1 13

Yes

z_No z_F Bachelors Professional 18 Private $22,260 Minivan $5,290 1 $0 6 Highly Urban/ Urban

0 4/6/53 0 12

No

z_No M Bachelors z_Blue Collar 14 Commercial $17,760 Van $0 0 $0 14 Highly Urban/ Urban

2

0 10

No

z_No M z_High School z_Blue Collar 59 Commercial $28,470 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 11

No Yes z_F z_High School z_Blue Collar 48 Commercial $23,710 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

33866999 0 4/3/53 0 12

No

z_No z_F PhD Home Maker 60 Commercial $16,400 Pickup $4,052 4 $6,978 15 Highly Urban/ Urban

0 4/3/53 0 13 $103,093 No

Yes z_F Bachelors Professional 39 Commercial

Van $0 0 $0 6 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Masters Lawyer 34 Private $12,130 z_SUV $0 0 $0 17 Highly Urban/ Urban

195066900 0

0 5

No

Yes M Masters 21 Commercial $17,510 Van

1 $0 14 Highly Urban/ Urban

195066900 0 3/30/53 0 5 $75,983 No $252,802 Yes M Masters 17 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

195066900 0 3/30/53 0 5 $75,983 No $252,802 Yes M Masters 21 Private $14,610 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/30/53 0 11

No $0 z_No z_F Bachelors Manager 53 Private $24,220 z_SUV $4,707 2 $0 Highly Urban/ Urban

0 3/30/53 0 11

No

Yes M Bachelors Manager 36 Private $10,220 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 11

No z_No z_F PhD Doctor 42 Private $17,820 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 3/29/53 0 No $0 z_No M z_High School z_Blue Collar 53 Commercial $14,620 Minivan

2 $6,988 1 Highly Urban/ Urban

294957776 0

0 7

No

Yes z_F Masters Home Maker 58 Private $19,600 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 14

No $0 z_No z_F Bachelors Manager 30 Private $11,180 z_SUV $0 0 $0 3 Highly Urban/ Urban

790738376 1

0 8

No

Yes M Bachelors z_Blue Collar 72 Private $19,450 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 3/25/53 0 10

No

Yes M Bachelors Manager 36 Commercial $11,110 Pickup $5,303 3 $0 6 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors z_Blue Collar 43 Commercial $26,310 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 3/24/53 0 13

No

Yes z_F Bachelors Professional 35 Private

Minivan

2 $0 10 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 50 Commercial $9,570 Pickup $0 0 $0 7 Highly Urban/ Urban

0 3/23/53 0 11

No

Yes z_F Bachelors Manager 43 Private $31,010 Pickup $0 0 $0 1 Highly Urban/ Urban

0 3/23/53 0 13 No

Yes M Bachelors Clerical 34 Private $12,360 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

0 11

No

Yes M z_High School Clerical 35 Commercial $9,090 z_SUV

2

1 z_Highly Rural/ Rural

0 3/21/53 0 12

No

Yes M z_High School z_Blue Collar 30 Commercial $10,730 Minivan $0 0

1 Highly Urban/ Urban

0 3/21/53 0 10 No

Yes z_F Bachelors Home Maker 49 Private

Minivan $3,916 1 $0 14 Highly Urban/ Urban

0

0 14 $129,798 No

Yes z_F Masters Manager 19 Commercial $23,550 Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 15

No

Yes z_F PhD Doctor 31 Private $26,780 Minivan $0 0 $0 18 Highly Urban/ Urban

0 3/19/53 0 16

No Yes z_F Bachelors Professional 13 Private $16,700 Minivan

1 $0 12 Highly Urban/ Urban

0 3/19/53 0 8 No

Yes z_F Masters Lawyer 49 Private $24,520 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 3/19/53 0 12

No z_No z_F

0

0 6

No Yes M z_High School Manager 16 Private $14,940 Minivan $0 0 $0 8 Highly Urban/ Urban

326900696 0

0

No $0 z_No z_F Masters Manager 34 Private

Sports Car $0 0

12 Highly Urban/ Urban

0 3/16/53 0 11 $23,921 No

Yes z_F z_High School Clerical 24 Private $12,180 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 3/16/53 0 12

No

Yes z_F Bachelors Home Maker 38 Private $13,420 z_SUV

1 $0 Highly Urban/ Urban

0

0 10 No

z_No M Bachelors Professional 28 Private $12,600 Minivan $0 0 $0 7 Highly Urban/ Urban

0 3/14/53 0 13 No $0 z_No z_F Bachelors Student 124 Commercial

Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

0 10

No z_No z_F Bachelors Student 73 Commercial

z_SUV $0 0 $3,570 8 Highly Urban/ Urban

0 3/12/53 0 9 $35,586 No

z_No M $5,567

1 Highly Urban/ Urban

0 3/12/53 0 9

No

z_No M z_High School z_Blue Collar 38 Commercial $8,410 Pickup

2

10 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 49 Private $22,700 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No

Yes z_F PhD Professional 25 Commercial $22,160 Pickup

1 $0 24 Highly Urban/ Urban

867703916 0

0 12

No

Yes z_F z_High School Clerical 30 Private $9,240 Sports Car

2 $0 z_Highly Rural/ Rural

0 3/8/53 0 13

No $0 Yes z_F z_High School Student 40 Commercial $2,920 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 3/8/53 0 10

No

Yes M Masters Lawyer 26 Private $14,400 Minivan $0 0 $0 11 Highly Urban/ Urban

0 3/8/53 0 12

No

Yes z_F z_High School z_Blue Collar 5 Commercial $10,200 z_SUV

1 $0 1 Highly Urban/ Urban

0

0 5

No

Yes z_F Masters Manager 39 Private $12,070 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 3/6/53 0 7

No $0 z_No z_F Masters Home Maker 56 Commercial

Pickup

1 $0 19 Highly Urban/ Urban

230201806 0 3/6/53 0 7 $76,216 No $0 z_No z_F Masters Home Maker 56 Private $13,720 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 13

No Yes M Masters 39 Commercial

Panel Truck

2 $0 14 Highly Urban/ Urban

0 3/5/53 0 7

No

z_No z_F Bachelors Professional 58 Private $10,720 z_SUV $0 0 $0 Highly Urban/ Urban

0 3/5/53 0 14 No $0 z_No M z_High School Manager 8 Commercial $11,980 Pickup

2 $0 8 Highly Urban/ Urban

0 3/5/53 0 10

No

Yes z_F Masters Lawyer 23 Private $1,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 3/5/53 0 14

No

Yes z_F Bachelors z_Blue Collar 47 Commercial

Sports Car

1

9 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD Lawyer 24 Private $17,270 Van

1 $3,776 17 Highly Urban/ Urban

0

1

No

Yes M Bachelors z_Blue Collar 42 Commercial $13,030 Minivan $1,699 1 $0 7 Highly Urban/ Urban

0 3/3/53 0 9

No $0 z_No M PhD Doctor 18 Private $1,500 Minivan $1,155 3 $0 16 Highly Urban/ Urban

0 3/3/53 0 10

No

Yes M Bachelors Manager 30 Private $31,500 Minivan $0 0 $0 10 Highly Urban/ Urban

120982530 0

0 0 $0 No $0 z_No z_F z_High School Home Maker 35 Private $1,500 z_SUV $0 0

1 Highly Urban/ Urban

0 2/27/53 0 13

No $0 z_No M PhD 52 Commercial $34,020 Panel Truck $1,332 3 $0 23 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 25 Private $15,250 z_SUV

3

1 Highly Urban/ Urban

0 2/24/53 0 13 No

Yes z_F Masters Manager 36 Private $18,930 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/21/53 0 12

No

Yes z_F Bachelors z_Blue Collar 37 Commercial $13,930 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 2/20/53 0 9

No

Yes M Masters Lawyer 16 Private $17,980 Van $0 0 $0 27 Highly Urban/ Urban

0 2/20/53 0 5

No z_No z_F

Minivan $0 0 $0 4 z_Highly Rural/ Rural

0 2/20/53 0 13

No

z_No z_F Masters Lawyer 5 Private $7,020 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 2/20/53 0 8

No

Yes z_F Bachelors z_Blue Collar 45 Private $12,580 z_SUV $7,450 1 $0 7 z_Highly Rural/ Rural

918614314 0 2/20/53 0 5 $17,991 No z_No z_F

0 2/19/53 0 10

No

z_No z_F PhD Manager 5 Private $6,100 z_SUV

1 $0 12 Highly Urban/ Urban

0 2/18/53 0 7 $4,034 No Yes z_F z_High School Student 40 Commercial $8,470 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

340661905 0 2/18/53 0 7 $4,034 No Yes z_F z_High School Student 40 Commercial $6,500 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 2/17/53 0 11

No

Yes M Bachelors Manager 32 Private $12,520 Minivan $0 0 $0 6 Highly Urban/ Urban

0 2/17/53 0 14

No

Yes M Masters Lawyer 27 Private $18,660 Van $0 0 $0 13 Highly Urban/ Urban

999926368 0 2/17/53 0 11 $57,456 No $207,400 Yes M Bachelors Manager 32 Private $15,160 Minivan $0 0 $0 6 Highly Urban/ Urban

0 2/14/53 0 8

No

z_No M Masters 41 Commercial $29,220 Panel Truck $0 0

13 Highly Urban/ Urban

813128 1 2/14/53 0 12

No $0 z_No M z_High School z_Blue Collar 26 Private $15,060 Minivan

3 $0 1 z_Highly Rural/ Rural

0 2/12/53 0 12

No $0 z_No z_F z_High School z_Blue Collar 7 Private $24,220 z_SUV $2,088 4 $0 Highly Urban/ Urban

182301007 0 2/12/53 0 12 $49,654 No z_No z_F z_High School z_Blue Collar 7 Private $15,450 Sports Car $0 0 $0 Highly Urban/ Urban

0 2/12/53 0 12

No $0 z_No z_F z_High School z_Blue Collar 64 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0 2/9/53 0 7

No

Yes M z_High School Manager 47 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/9/53 0 12

No

Yes z_F Masters Home Maker 44 Private $7,750 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 2/7/53 0 10

No $0 z_No z_F PhD Manager 29 Private

Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/7/53 0 12

No z_No z_F Bachelors Professional 49 Commercial $27,010 Pickup

1 $0 19 Highly Urban/ Urban

0 2/7/53 0 6

No

Yes M Bachelors Professional 26 Commercial $22,610 Panel Truck $2,161 2 $4,979 8 Highly Urban/ Urban

466811413 0 2/6/53 0 13

No

Yes z_F Masters Professional 36 Private $21,070 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 2/6/53 0 14

No

Yes M Masters 37 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0

0 7

No

Yes z_F

0 2/5/53 0 13

No

Yes M Bachelors Manager 40 Commercial $9,290 Pickup

2 $0 13 Highly Urban/ Urban

0 2/5/53 0 0 $0 No

Yes z_F z_High School Home Maker 45 Private $16,230 Minivan

2 $0 Highly Urban/ Urban

0 2/3/53 0 14

No

z_No M Masters Lawyer 19 Private $24,840 Minivan $0 0 $0 16 Highly Urban/ Urban

0 2/3/53 0 2

No

z_No M Bachelors Manager 27 Commercial

Panel Truck

1 $0 13 Highly Urban/ Urban

0 2/2/53 0 13

No

Yes M

0

0 9

No

z_No z_F z_High School Professional 33 Private $24,340 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 1/31/53 0 13

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $19,860 z_SUV

3 $3,720 11 Highly Urban/ Urban

0 1/29/53 0 11

No z_No M PhD 35 Commercial $26,220 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0 1/27/53 0 11

No

z_No z_F Bachelors Clerical 12 Commercial $20,660 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 10

No

z_No z_F PhD Lawyer 33 Private $19,860 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Manager 37 Private $12,710 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 1/25/53 0 9

No

Yes z_F Masters 15 Commercial

Pickup

3 $0 17 Highly Urban/ Urban

2 1/24/53 0 9 $69,158 No

Yes M Masters Lawyer 40 Private $7,940 z_SUV

1 $0 Highly Urban/ Urban

0 1/23/53 0 0 $0 No

Yes z_F

0 1/22/53 0 13

No

Yes M z_High School Clerical 43 Commercial $10,060 Pickup

3

7 Highly Urban/ Urban

0 1/20/53 0 13

No

,806

Yes M PhD Manager 30 Private $23,730 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/20/53 0

No

Yes z_F z_High School Home Maker 5 Commercial $30,300 Pickup

1 $0 9 Highly Urban/ Urban

0 1/19/53 0 11

No

z_No z_F Bachelors Professional 31 Private $30,930 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School z_Blue Collar 21 Commercial $12,810 z_SUV

2 $0 10 Highly Urban/ Urban

0 1/17/53 0 13

No

Yes M Bachelors Professional 30 Commercial $20,950 Van $0 0 $0 z_Highly Rural/ Rural

87335150 0 1/17/53 0 0 $0 No $0 Yes M z_High School Student 40 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0 1/15/53 0 0 $0 No $0 z_No M Bachelors Student 97 Commercial $18,610 Van $0 0

z_Highly Rural/ Rural

0

0 14

No

Yes M Bachelors Professional 26 Private $12,580 Minivan $0 0 $0 11 Highly Urban/ Urban

0 1/13/53 0 10

No $0 z_No M Masters Lawyer 39 Private

Minivan

3 $0 21 Highly Urban/ Urban

533130158 3 1/12/53 0 12

No $0 z_No M Masters Professional 15 Commercial $10,410 Pickup $0 0

19 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Manager 27 Commercial $21,170 Pickup $0 0 $0 Highly Urban/ Urban

0 1/10/53 0 14

No $0 z_No z_F

0 1/10/53 0 14

No

Yes z_F z_High School Professional 13 Private $6,100 Sports Car $0 0 $0 Highly Urban/ Urban

0 1/8/53 0 12

No

z_No M Bachelors Professional 47 Private

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 1/8/53 0 11

No $0 z_No z_F Bachelors Clerical 25 Commercial $16,300 Van $0 0 $0 8 Highly Urban/ Urban

0 1/7/53 0 9

No

Yes M PhD 21 Commercial

Panel Truck

3 $0 10 Highly Urban/ Urban

0 1/7/53 0 9

No

z_No M PhD Doctor 54 Private

Minivan

2 $3,845 14 Highly Urban/ Urban

0 1/7/53 0 12

No

Yes M Bachelors Manager 52 Private $14,370 Minivan

2 $0 12 Highly Urban/ Urban

0 1/6/53 0 15

No

Yes z_F PhD Doctor 42 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 1/6/53 0 8

No

Yes M z_High School z_Blue Collar 35 Private $7,140 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/6/53 0 11

No

Yes M z_High School z_Blue Collar 35 Commercial $6,100 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 1/6/53 0 3 No $0 Yes M

0 1/6/53 0 10 $10,720 No $0 z_No z_F z_High School Student 16 Private $8,510 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 1/4/53 0 16

No

Yes z_F z_High School Professional 34 Private $5,020 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 1/3/53 0 15

No $0 z_No M z_High School Clerical 44 Private

Van $0 0 $0 5 z_Highly Rural/ Rural

0 1/3/53 0 11 No

Yes z_F Bachelors Professional 52 Private $8,270 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/3/53 0 14 No

Yes z_F

0 1/3/53 0 12

No

Yes z_F $3,624

3 $0 1 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School Manager 35 Private $14,060 z_SUV $0 0 $0 Highly Urban/ Urban

0 1/2/53 0 11

No $0 z_No z_F

0 1/2/53 0 11 $80,183 No

z_No z_F Bachelors z_Blue Collar 25 Commercial $16,870 z_SUV $0 0 $0 8 Highly Urban/ Urban

636926705 0 1/2/53 0 11 $80,183 No $210,725 z_No z_F Bachelors z_Blue Collar 39 Private $6,970 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 14 No

z_No M Masters 22 Commercial $33,320 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 8 No z_No z_F Masters Lawyer 17 Private

z_SUV $0 0 $0 Highly Urban/ Urban

456057416 0 12/31/52 0 8 No z_No z_F Masters Lawyer 17 Private $27,440 Minivan $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 44 Private $11,320 Pickup

2 $0 18 Highly Urban/ Urban

0 12/30/52 0 13

No

Yes M Bachelors Professional 42 Commercial

Panel Truck $0 0 $0 7 z_Highly Rural/ Rural

0 12/30/52 0 11

No

Yes M z_High School Professional 27 Private $11,470 Minivan $0 0 $0 8 z_Highly Rural/ Rural

538753309 0

0

No

Yes z_F PhD 20 Commercial

Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No M PhD Lawyer 22 Private $19,230 Minivan $0 0 $0 20 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 47 Private $21,860 z_SUV

2 $0 13 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Clerical 28 Private $9,430 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 12/26/52 0

No

z_No M Bachelors Professional 5 Private $14,660 Minivan $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 32 Private $21,620 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/25/52 0 13

No

Yes M z_High School z_Blue Collar 85 Commercial $17,540 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No

Yes M Masters Lawyer 58 Private $12,080 Pickup

1 $0 12 Highly Urban/ Urban

0 12/24/52 0 6

No $0 z_No z_F z_High School Manager 30 Private $12,690 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Professional 39 Private $12,610 Minivan $4,814 2 $0 6 Highly Urban/ Urban

0 12/23/52 0 12

No

z_No M Masters Lawyer 5 Private $16,330 Minivan $0 0 $0 22 Highly Urban/ Urban

0

0 12

No

z_No z_F z_High School Clerical 48 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors Manager 15 Commercial $11,800 Pickup

2 $0 11 Highly Urban/ Urban

0

0 12

No z_No M PhD 42 Commercial

Panel Truck $0 0

9 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 5 Private $13,420 z_SUV $0 0 $0 12 Highly Urban/ Urban

395686481 0

0 14 $9,633 No

z_No M

0

0 9

No $0 Yes M z_High School Student 14 Private $7,310 Pickup $0 0 $0 1 Highly Urban/ Urban

0 12/17/52 0 7

No

z_No M Bachelors z_Blue Collar 9 Commercial $10,580 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 14

No

Yes M z_High School z_Blue Collar 49 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 4

No

z_No M Bachelors Professional 48 Commercial $6,100 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

0 10

No $0 z_No M Masters 30 Commercial $29,930 Panel Truck

2 $0 13 Highly Urban/ Urban

0 12/14/52 0 14

No

z_No M Masters 47 Commercial $16,490 Van $0 0 $0 14 Highly Urban/ Urban

0

0 12 $82,398 No $0 z_No M Bachelors Professional 44 Private $20,510 Minivan

2 $0 4 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Clerical 45 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0 12/12/52 0 13

No $0 z_No z_F Masters Lawyer 22 Private

Sports Car $0 0

21 Highly Urban/ Urban

0

0 7 $2,633 No

Yes z_F Bachelors Home Maker 45 Private $12,720 z_SUV $0 0 $0 3 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Clerical 39 Commercial $11,570 Pickup $0 0 $0 12 Highly Urban/ Urban

0 12/10/52 0 8

No

z_No z_F z_High School z_Blue Collar 18 Commercial $13,260 z_SUV

4

10 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors z_Blue Collar 36 Commercial $22,210 z_SUV $6,632 2 $0 10 Highly Urban/ Urban

343549613 0 12/7/52 0 10 $70,307 No $226,429 Yes z_F Bachelors z_Blue Collar 36 Commercial $8,870 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F

0

0 8

No

Yes z_F Masters Professional 32 Private $16,760 Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/5/52 0 11

No

Yes z_F Bachelors Manager 20 Private $13,990 Sports Car

1 $0 7 Highly Urban/ Urban

0 12/5/52 0 11

No

z_No M Masters 5 Private $14,230 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 13 No

Yes z_F PhD Doctor 13 Private $23,660 Sports Car $0 0 $0 20 Highly Urban/ Urban

0 12/4/52 0 12

No

Yes z_F Bachelors Professional 34 Private $9,980 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 8

No z_No M Masters 5 Commercial $31,510 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

0 13

No $0 z_No z_F $2,450

Sports Car $0 0

1 Highly Urban/ Urban

0

0 12

No

Yes M PhD Manager 21 Commercial

Panel Truck $7,327 1 $0 16 Highly Urban/ Urban

0 12/1/52 0 10

No

z_No z_F Masters Lawyer 31 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors z_Blue Collar 38 Commercial $15,270 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 11/30/52 0 0 $0 No $0 z_No z_F

0

0 13

No $0 z_No z_F Bachelors Professional 33 Private $12,610 z_SUV

3

11 Highly Urban/ Urban

0 11/29/52 0 12

No

Yes z_F Bachelors Home Maker 25 Private $7,920 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 11/29/52 0 12

No Yes z_F z_High School Professional 40 Private $12,220 z_SUV $6,780 1

10 Highly Urban/ Urban

0

0 7

No

Yes M PhD Doctor 21 Private $21,400 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0

No

Yes M z_High School Professional 55 Commercial $11,810 Pickup

1 $3,261 8 Highly Urban/ Urban

0

0 11

No

z_No M z_High School Clerical 40 Private $15,820 Minivan $0 0 $0 8 Highly Urban/ Urban

36771943 0 11/24/52 0 10

No

z_No M Bachelors z_Blue Collar 32 Commercial $12,010 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 11/24/52 0 13

No

Yes M Bachelors Professional 23 Commercial

Panel Truck

2 $0 16 Highly Urban/ Urban

710024395 0 11/24/52 0 8

No

Yes M

710024395 0 11/24/52 0 8 $23,655 No $190,550 Yes M

Pickup

1

7 Highly Urban/ Urban

0

0 8 $30,111 No

z_No M $3,910

Minivan $0 0 $7,692 1 Highly Urban/ Urban

113928673 0 11/23/52 0 $30,111 No $164,877 z_No M

Van

1 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M PhD Doctor 38 Private $18,980 Minivan $0 0 $0 12 Highly Urban/ Urban

0 11/21/52 0 9

No $0 z_No M Masters Professional 48 Commercial $28,260 Panel Truck $3,320 2 $38,750 13 Highly Urban/ Urban

669242372 1

0 12

No

Yes M Masters Manager 37 Private $16,840 Van $0 0 $0 18 Highly Urban/ Urban

0

0 13 No

Yes M z_High School z_Blue Collar 50 Commercial $11,700 Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 8

No

Yes z_F z_High School Home Maker 27 Private $13,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 29 Commercial $10,430 Minivan $0 0 $0 1 Highly Urban/ Urban

0 11/16/52 0

No $0 z_No M Bachelors Professional 57 Commercial $20,690 Van

1 $1,009 4 Highly Urban/ Urban

0 11/16/52 0 7

No

Yes M

0

0 11

No

Yes z_F Bachelors Professional 33 Private $10,550 z_SUV $6,730 2

16 Highly Urban/ Urban

0

0 10 No $0 z_No z_F Masters Lawyer 23 Private $32,020 Minivan $37,066 2 $0 22 Highly Urban/ Urban

0

0 13

No

Yes M PhD 37 Commercial $25,240 Panel Truck $6,035 3 $0 Highly Urban/ Urban

393735825 0 11/8/52 0 13 $109,533 No $300,480 Yes M PhD 37 Private $14,730 Minivan $0 0

Highly Urban/ Urban

0 11/8/52 0 8

No $238,724 Yes z_F Bachelors Manager 40 Private $18,700 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Home Maker 32 Private $13,250 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Masters 18 Commercial $30,670 Panel Truck $0 0 $0 18 Highly Urban/ Urban

0 11/6/52 0 0 No $0 Yes z_F PhD Doctor 42 Private $13,860 z_SUV $4,451 2 $0 13 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Manager 36 Private $13,270 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Clerical 5 Private $2,910 Sports Car $5,101 2 $0 20 Highly Urban/ Urban

312864789 0 11/4/52 0 14 $14,096 No $163,866 Yes z_F Bachelors Clerical 5 Private $3,790 z_SUV

1

20 Highly Urban/ Urban

0 11/4/52 0 10

No

z_No z_F z_High School Clerical 48 Private $5,120 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/4/52 0 7 No

Yes z_F Bachelors Professional 44 Private $11,350 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

0 13

No $0 z_No z_F PhD Doctor 34 Private $21,910 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 11/3/52 0 0 $0 No $0 z_No z_F

Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 10

No

z_No M Masters Manager 34 Commercial $9,840 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 10

No

z_No z_F z_High School Clerical 56 Private $1,500 z_SUV $3,278 1 $2,967 1 z_Highly Rural/ Rural

0

0 14

No

Yes z_F PhD 33 Commercial $26,730 Pickup $0 0 $0 21 Highly Urban/ Urban

0 10/31/52 0 14

No

Yes z_F Masters Lawyer 34 Private $12,060 z_SUV

3 $0 17 Highly Urban/ Urban

0

0 11

No

Yes M

0

0 0 $0 No $0 z_No M $25,973

1

5 Highly Urban/ Urban

166923425 0 10/29/52 0 0 $0 No $0 z_No M

5 Highly Urban/ Urban

0

0 8

No $0 Yes z_F z_High School Student 35 Commercial $19,450 z_SUV $2,981 2 $0 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 42 Private $21,580 Van $0 0 $0 14 Highly Urban/ Urban

0 10/24/52 0 11 No

Yes z_F z_High School z_Blue Collar 77 Commercial $17,240 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 14

No

z_No M

Panel Truck $0 0

1 z_Highly Rural/ Rural

0 10/23/52 0 5

No

Yes M Bachelors Professional 55 Private $15,030 Minivan $1,493 1 $0 13 Highly Urban/ Urban

0 10/23/52 0 14

No

Yes M z_High School Clerical 54 Private $9,150 Pickup

1 $6,801 3 Highly Urban/ Urban

0

0 0 $0 No

z_No M PhD Home Maker 52 Private $6,200 Pickup $0 0 $0 20 Highly Urban/ Urban

256277152 0 10/22/52 0 0 $0 No $91,949 z_No M PhD Home Maker 52 Private $6,200 Pickup $0 0 $0 20 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Professional 51 Commercial $11,770 Pickup

1 $0 12 Highly Urban/ Urban

0

0

No

Yes M Masters 20 Commercial $20,800 Van $0 0 $0 15 Highly Urban/ Urban

0 10/18/52 0 10

No

Yes z_F z_High School Professional 16 Private $15,280 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 6

No $0 z_No z_F

0

0 12

No

Yes M Bachelors Professional 52 Commercial $26,410 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 10/16/52 0 10

No $0 z_No z_F Bachelors Professional 38 Private

Sports Car

4 $4,055 15 Highly Urban/ Urban

0

0 12

No

z_No M z_High School z_Blue Collar 27 Private $10,920 Pickup

2

1 Highly Urban/ Urban

0

0 9 No

Yes M $2,589

1 Highly Urban/ Urban

659407311 3 10/12/52 0

No

Yes M

0 10/12/52 0 0 $0 No $0 z_No z_F PhD Home Maker 28 Commercial $18,040 Sports Car $0 0 $1,306 10 Highly Urban/ Urban

0

0 10

No

Yes M PhD 25 Commercial $18,570 Van

2 $0 16 Highly Urban/ Urban

0 10/11/52 0 10

No

z_No M Masters Lawyer 53 Private $21,970 Van $0 0 $0 12 Highly Urban/ Urban

0 10/11/52 0 12

No

Yes z_F z_High School z_Blue Collar 34 Commercial $24,740 Minivan $0 0 $0 10 Highly Urban/ Urban

0 10/11/52 0 10

No

z_No M z_High School Clerical 17 Private $9,640 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

0 12

No $0 z_No M Masters Manager 29 Private $14,210 Minivan $0 0 $0 12 Highly Urban/ Urban

0 10/10/52 0

No

Yes M

0 10/10/52 0 13

No

Yes z_F Masters Professional 50 Commercial

Van $0 0 $0 15 z_Highly Rural/ Rural

705048911 0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $13,240 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 9

No

Yes M z_High School Professional 35 Commercial $25,310 Panel Truck $0 0 $5,453 1 Highly Urban/ Urban

1 10/8/52 1 12

No

Yes M PhD Manager 5 Commercial $23,410 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD 20 Commercial $6,200 Pickup $0 0 $0 7 Highly Urban/ Urban

770585650 0 10/7/52 0 12 $59,164 No $0 z_No M PhD 20 Commercial $6,200 Pickup $0 0 $0 7 Highly Urban/ Urban

0 10/7/52 0 13 No

Yes M Masters Lawyer 48 Private $17,760 Van

3 $0 19 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors Manager 35 Commercial

Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 14

No Yes M Masters 52 Commercial $25,940 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

0 10

No

Yes M PhD 18 Commercial

Panel Truck

3 $0 9 Highly Urban/ Urban

0 9/30/52 0 0 $0 No $0 z_No M Masters Home Maker 51 Private $6,200 Pickup

1 $838 10 Highly Urban/ Urban

0 9/30/52 0 7

No z_No M $3,043

7 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors Professional 38 Private $12,940 Minivan $0 0 $0 4 Highly Urban/ Urban

0

0 12

No

Yes M Masters 40 Commercial

Panel Truck $0 0 $0 11 Highly Urban/ Urban

2885798 0

0 15

No

Yes M z_High School Professional 30 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

2885798 0 9/25/52 0 15 $57,446 No $205,310 Yes M z_High School Professional 30 Commercial

Panel Truck $0 0

7 Highly Urban/ Urban

0

0 7

No

z_No M z_High School Clerical 46 Commercial $9,060 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

0 11

No

Yes M Bachelors z_Blue Collar 23 Commercial $17,410 Van $0 0 $0 8 Highly Urban/ Urban

0 9/23/52 0 14

No

Yes z_F z_High School z_Blue Collar 44 Commercial $6,200 z_SUV

2

10 Highly Urban/ Urban

0 9/23/52 0 14

No $0 z_No M Bachelors Professional 56 Private $12,850 Minivan $0 0

12 Highly Urban/ Urban

0

0 15

No

Yes M z_High School z_Blue Collar 26 Commercial $13,840 Minivan $0 0 $0 7 Highly Urban/ Urban

873530429 0

0 10

No $0 z_No z_F z_High School Clerical 22 Private $7,170 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 9/19/52 0 12

No

Yes M Bachelors Manager 18 Private $15,810 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters Home Maker 50 Commercial

Pickup

2 $0 17 Highly Urban/ Urban

0

0

No $0 z_No z_F z_High School z_Blue Collar 16 Commercial $14,670 z_SUV $0 0

1 Highly Urban/ Urban

0 9/16/52 0 6

No

Yes M Masters Lawyer 21 Private $22,050 Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/16/52 0 0 $0 No

Yes z_F z_High School Home Maker 5 Private $6,200 Sports Car $4,962 1

Highly Urban/ Urban

696313030 0

0 7

No

Yes M z_High School Clerical 34 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

696313030 0 9/15/52 0 7 $21,517 No $130,812 Yes M z_High School Clerical 12 Commercial $8,350 Pickup

2

1 Highly Urban/ Urban

0

1 10

Yes $0 z_No z_F Bachelors z_Blue Collar 45 Commercial $14,460 z_SUV

2

10 Highly Urban/ Urban

0

0

No $0 Yes M z_High School Student 40 Commercial $18,150 Van

1

Highly Urban/ Urban

313108389 0 9/12/52 0 14

No

Yes z_F PhD Doctor 29 Private $9,990 z_SUV

1 $0 17 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Lawyer 34 Private $13,610 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors z_Blue Collar 63 Commercial $10,510 Minivan $0 0 $0 13 Highly Urban/ Urban

0 9/9/52 0 7

No $0 z_No M z_High School z_Blue Collar 33 Commercial $18,240 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No M z_High School Professional 25 Private $14,390 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/8/52 0 14

No $0 z_No M $19,899

1 $0 1 Highly Urban/ Urban

0 9/8/52 0 14

No

Yes M z_High School Clerical 27 Private $9,550 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 5

No

Yes M Bachelors Professional 61 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Masters Manager 49 Commercial $28,380 Panel Truck $0 0 $0 19 Highly Urban/ Urban

666517830 0

0 12

No $0 z_No M PhD Doctor 46 Private $15,110 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

Yes z_F

2 $0 1 Highly Urban/ Urban

0

0

No $0 z_No M Masters 44 Commercial $24,020 Panel Truck

1

20 Highly Urban/ Urban

0

0 10

No $0 z_No M $8,917

1 $4,289 1 z_Highly Rural/ Rural

702221350 0 8/29/52 0 14

No

Yes M z_High School Manager 41 Commercial $14,020 Minivan $1,620 1 $0 7 Highly Urban/ Urban

0

0 15

No

Yes M

0 8/28/52 0 14 No $0 z_No M PhD 56 Commercial

Panel Truck

1 $0 12 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School Home Maker 32 Private $22,260 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Clerical 48 Private $11,780 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 39 Private $17,670 Van $0 0 $0 14 Highly Urban/ Urban

0

0 11

No

Yes M Masters 32 Commercial

Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 10

No

z_No z_F PhD Doctor 23 Private $11,240 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

0 10

No

z_No z_F Masters 47 Commercial

Van

2 $3,456 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School z_Blue Collar 38 Commercial $15,330 z_SUV $0 0 $1,026 9 Highly Urban/ Urban

855355945 0 8/15/52 0 6 $25,871 No $193,683 Yes z_F z_High School z_Blue Collar 38 Commercial $18,400 z_SUV

1 $0 9 Highly Urban/ Urban

0 8/15/52 0 12

No $0 z_No M Bachelors Professional 30 Commercial $19,950 Van $0 0 $0 11 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 22 Private $37,580 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Professional 17 Commercial $27,820 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0 8/13/52 0 7

No

Yes z_F

0

0 13

No

Yes M

927032368 0

0 8 No

z_No M

0 8/10/52 0 16

No

Yes z_F Masters Lawyer 21 Private $19,400 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Clerical 32 Private $11,030 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 16

No $145,021 Yes M z_High School Clerical 45 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 30 Private $17,570 Van $0 0 $0 11 Highly Urban/ Urban

0 8/5/52 0 10

No

Yes z_F Bachelors z_Blue Collar 53 Private $5,900 Sports Car

2 $0 6 Highly Urban/ Urban

747557690 0

0 6

No

Yes M Masters 13 Commercial $21,460 Van $0 0 $0 13 Highly Urban/ Urban

514595523 0

0 8 $5,846 No

Yes z_F z_High School Home Maker 10 Private $9,030 z_SUV $0 0 $5,440 9 Highly Urban/ Urban

0

0 14

No

z_No M Bachelors z_Blue Collar 31 Commercial $14,220 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

z_No M z_High School Manager 43 Commercial $21,070 Van $3,460 1 $0 13 Highly Urban/ Urban

0

0 9

No

Yes M z_High School Professional 42 Commercial $24,480 Panel Truck $3,884 2

1 Highly Urban/ Urban

303183248 0 7/31/52 0 0 $0 No $0 z_No z_F Masters Home Maker 13 Private $20,890 z_SUV $0 0 $0 15 Highly Urban/ Urban
303183248 0 7/31/52 0 0 No $0 z_No z_F Masters Home Maker 13 Private $11,780 Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/31/52 0 11

No

z_No z_F z_High School z_Blue Collar 28 Commercial $28,890 Sports Car $0 0 $0 7 Highly Urban/ Urban

303183248 0 7/31/52 0 0 No $0 z_No z_F Masters Home Maker 13 Private $7,630 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 12 No

Yes M Masters Lawyer 24 Private $14,410 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/30/52 0 0 $0 No $0 Yes M z_High School Student 52 Commercial $6,970 Minivan $0 0 $0 1 z_Highly Rural/ Rural

968373001 0 7/30/52 0 12

No

Yes z_F Masters Manager 41 Private $18,770 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 9 $61,365 No $0 z_No z_F z_High School z_Blue Collar 6 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/29/52 0 10

No

Yes M Masters Manager 24 Commercial $28,750 Panel Truck

2 $0 11 Highly Urban/ Urban

0

0 $25,620 No

Yes M z_High School Clerical 64 Commercial $8,760 Pickup $0 0 $0 10 z_Highly Rural/ Rural

105136025 0 7/28/52 0 $25,620 No $141,115 Yes M z_High School Clerical 64 Private $8,760 Minivan $0 0 $0 10 z_Highly Rural/ Rural
617290547 0

0 9

No

Yes M Masters Manager 54 Commercial $9,210 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Professional 42 Commercial $30,110 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0 7/26/52 0 7

No $0 z_No z_F Bachelors Professional 46 Private $17,440 Minivan

1 $0 12 Highly Urban/ Urban

0 7/26/52 0 10

No

Yes M

0

0 7

No $0 z_No M Bachelors z_Blue Collar 27 Private

z_SUV $1,118 2 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No z_F

0

0 8

No

Yes M z_High School Student 41 Private $17,190 Minivan

1 $0 1 z_Highly Rural/ Rural

0 7/22/52 0 0 $0 No $0 z_No M z_High School Student 59 Commercial $6,200 Pickup $4,754 2 $109 1 Highly Urban/ Urban

0 7/22/52 0 11

No

Yes M Bachelors Professional 49 Private $15,470 Minivan

3 $0 14 Highly Urban/ Urban

22725070 0 7/22/52 0 13 No

Yes M Bachelors z_Blue Collar 15 Commercial $17,110 Minivan $9,550 2 $3,449 13 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $1,500 Sports Car

2

7 Highly Urban/ Urban

0 7/21/52 0 13

No

Yes z_F Masters Lawyer 33 Private $12,030 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

698704491 0 7/21/52 0 15 $91,221 No $263,877 Yes z_F Bachelors z_Blue Collar 31 Commercial $15,320 z_SUV $0 0

7 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Manager 23 Private $13,760 z_SUV

1 $0 7 Highly Urban/ Urban

0

0 7

No

z_No M z_High School Professional 22 Commercial $9,070 Pickup $0 0 $0 8 z_Highly Rural/ Rural

137281356 0 7/17/52 0 7 $28,654 No $144,131 z_No M z_High School Professional 22 Private $10,990 Pickup $0 0 $0 8 z_Highly Rural/ Rural
400710320 0

0 7

No

z_No z_F Masters Lawyer 34 Private

z_SUV $0 0

17 Highly Urban/ Urban

0 7/16/52 0 13

No

Yes z_F Masters 9 Commercial $16,580 Pickup $0 0 $1,546 16 z_Highly Rural/ Rural

2

0 12

No

Yes M Masters Professional 64 Private $11,460 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0

No

Yes z_F Masters Manager 47 Private $9,800 z_SUV

3

1 Highly Urban/ Urban

0 7/13/52 0 12

No

Yes z_F z_High School z_Blue Collar 5 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 36 Private $10,880 Pickup $0 0 $0 16 Highly Urban/ Urban

0 7/12/52 0 $54,005 No

Yes M z_High School z_Blue Collar 39 Commercial $11,600 Pickup $0 0 $0 5 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Professional 51 Private $18,110 z_SUV

2 $0 9 Highly Urban/ Urban

827574178 0 7/11/52 0 12 $55,019 No $206,801 Yes z_F Bachelors Professional 51 Private $11,700 z_SUV

2 $0 9 Highly Urban/ Urban

0

0 14

No

Yes M Masters Professional 37 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 24 Private $14,220 Minivan $0 0 $0 10 Highly Urban/ Urban

0 7/7/52 0 12

No

Yes z_F Masters Lawyer 47 Private

Van

1

12 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Clerical 33 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0 7/6/52 0 7

No

Yes z_F Bachelors Professional 12 Private $15,960 z_SUV

1 $0 1 Highly Urban/ Urban

0 7/6/52 0 4

No $0 z_No z_F

234056875 0 7/6/52 0 4 $12,765 No $0 z_No z_F

0

0 10

No $0 z_No z_F PhD Doctor 35 Private

Sports Car $0 0 $0 13 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Professional 76 Commercial $20,600 Pickup $0 0 $0 20 Highly Urban/ Urban

972094232 0 7/2/52 0 7 No

z_No M Bachelors Clerical 37 Private $4,210 Minivan $0 0 $0 7 z_Highly Rural/ Rural

141897395 0

0 14

No

Yes M Masters Lawyer 26 Private $20,230 Van $0 0 $0 15 Highly Urban/ Urban

0 7/1/52 1 12

No

Yes z_F z_High School z_Blue Collar 51 Commercial $13,110 z_SUV $0 0 $2,896 6 Highly Urban/ Urban

0

0 6

No

Yes z_F $28,520

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Manager 37 Commercial $19,900 Van $0 0 $0 Highly Urban/ Urban

0 6/28/52 0 9

No

Yes z_F Masters Lawyer 41 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 10 $45,237 No $0 z_No z_F z_High School Professional 43 Private $15,550 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F PhD Professional 12 Commercial $29,620 Pickup

1 $0 17 Highly Urban/ Urban

0

0 8

No

Yes M

0 6/21/52 0 16

No

Yes z_F z_High School z_Blue Collar 43 Commercial $7,280 Pickup $4,009 2

6 Highly Urban/ Urban

0 6/21/52 0 9

No $0 z_No z_F Bachelors Home Maker 29 Private $1,500 Sports Car

4

9 Highly Urban/ Urban

0

0 11

No $0 z_No z_F

0

0 8

No $0 z_No z_F z_High School Clerical 50 Private $11,170 z_SUV

4 $4,376 Highly Urban/ Urban

0 6/17/52 0 12

No

z_No z_F Masters Lawyer 21 Private $20,530 Minivan

2 $0 15 Highly Urban/ Urban

845473829 0 6/17/52 0 11

No

Yes M $22,195

1 $0 1 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F Bachelors Home Maker 32 Private $8,140 Sports Car

2 $13,720 1 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD 39 Commercial $28,200 Van $0 0 $0 8 Highly Urban/ Urban

0 6/14/52 0 14

No Yes z_F z_High School z_Blue Collar 36 Commercial $10,280 z_SUV

3 $2,615 1 Highly Urban/ Urban

0

0

No Yes z_F z_High School z_Blue Collar 46 Commercial $8,530 z_SUV

2 $0 7 Highly Urban/ Urban

0

0 11

No

z_No z_F

528698470 1

0 12

No

Yes M z_High School Clerical 28 Private $9,860 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

199869071 0 6/9/52 0 11

No

z_No z_F $17,368

2

5 Highly Urban/ Urban

528698470 1 6/9/52 0 12 $32,992 No $143,769 Yes M z_High School Clerical 18 Private $21,130 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 6/9/52 0 10

No

Yes M Bachelors Manager 52 Private $15,670 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 14

No Yes z_F Masters Professional 36 Private $10,580 Sports Car

3 $0 1 Highly Urban/ Urban

0

0

No

Yes z_F z_High School Clerical 22 Private $18,000 z_SUV $4,263 1

1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 53 Commercial $18,180 Van

2

7 Highly Urban/ Urban

0 6/5/52 0 13 $53,420 No

Yes M Bachelors Professional 27 Commercial $6,200 Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

Yes z_F

0

0 8

No $0 z_No z_F Masters Lawyer 28 Private $11,980 z_SUV $0 0 $0 22 Highly Urban/ Urban

403265081 0 6/2/52 0 12

No

Yes z_F

676425834 0 6/2/52 0 12

No

z_No z_F Bachelors Professional 46 Private $15,390 Pickup

3

Highly Urban/ Urban

0 6/2/52 0 0 $0 No $0 z_No z_F PhD Home Maker 32 Private $19,860 Minivan $0 0 $0 10 z_Highly Rural/ Rural

908740964 0 6/2/52 0 10

No

z_No M Masters Lawyer 29 Private $24,640 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 13

No

Yes z_F z_High School z_Blue Collar 31 Private $6,200 z_SUV $0 0 $4,933 1 Highly Urban/ Urban

0 6/1/52 0 7

No $0 z_No z_F z_High School Clerical 57 Private $13,680 z_SUV $0 0

1 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 37 Private $6,200 Minivan $0 0 $0 15 Highly Urban/ Urban

207249253 0 5/30/52 0

No

Yes z_F

0

0 0 $0 No

Yes z_F

z_SUV $0 0 $0 Highly Urban/ Urban

0 5/29/52 0 16

No

Yes z_F Masters Home Maker 50 Private $26,520 Sports Car

1 $3,969 16 Highly Urban/ Urban

0

0 3

No

Yes z_F Masters Home Maker 30 Private $11,780 z_SUV $0 0 $0 19 z_Highly Rural/ Rural

199477356 0

0

No $0 z_No M PhD 35 Commercial $21,890 Van $0 0 $0 9 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters Professional 57 Private $16,440 Minivan $0 0 $0 10 Highly Urban/ Urban

855474467 0

0 6

No

z_No M Bachelors Manager 51 Private $14,780 Minivan

1 $0 10 Highly Urban/ Urban

0 5/23/52 0 13

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $22,690 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 12

No $268,445 Yes z_F Masters Lawyer 46 Private $7,300 Sports Car $0 0 $0 23 Highly Urban/ Urban

0 5/22/52 0 12 No z_No M Bachelors Professional 35 Commercial

Panel Truck $4,451 1 $0 10 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 35 Commercial $16,580 Van $8,085 4 $0 13 Highly Urban/ Urban

600941278 0 5/21/52 0 11 $68,061 No $209,610 Yes M Bachelors Professional 35 Private $20,870 Van $0 0 $0 13 Highly Urban/ Urban

0

0 10 $59,936 No

z_No z_F z_High School Manager 6 Private $12,190 Sports Car $6,856 3 $0 9 Highly Urban/ Urban

914690116 0

0 13

No

Yes z_F PhD Doctor 41 Private

Van $0 0 $0 17 Highly Urban/ Urban

914690116 0 5/18/52 0 13 $166,359 No $386,052 Yes z_F PhD Doctor 41 Private $10,250 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 27 Commercial $17,840 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 5/15/52 0 11

No

z_No M PhD Doctor 36 Private $8,570 Pickup $0 0 $0 1 Highly Urban/ Urban

116534791 0 5/15/52 0 0 $0 No

Yes M z_High School Student 29 Private $20,430 Van $0 0 $0 5 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School Professional 66 Private $21,030 Minivan

2 $0 12 Highly Urban/ Urban

363208227 0 5/14/52 0 8 No

Yes z_F z_High School z_Blue Collar 17 Commercial $18,400 z_SUV $0 0

9 Highly Urban/ Urban

363208227 0 5/14/52 0 8 No $186,797 Yes z_F z_High School z_Blue Collar 5 Commercial $7,510 z_SUV $0 0

9 Highly Urban/ Urban

0 5/14/52 0 11

No

Yes z_F Bachelors z_Blue Collar 59 Commercial $12,710 z_SUV

2 $0 15 Highly Urban/ Urban

0

0

No

Yes z_F Masters Lawyer 9 Private $6,200 z_SUV $0 0 $0 20 z_Highly Rural/ Rural

0

0 12

No

Yes z_F z_High School Professional 29 Private $11,530 Sports Car

2 $0 10 Highly Urban/ Urban

0

0 9

No

z_No z_F Bachelors z_Blue Collar 14 Commercial

Minivan $0 0

8 Highly Urban/ Urban

644517067 0

0

No

Yes z_F Bachelors Professional 33 Commercial

Van

1 $0 1 Highly Urban/ Urban

644517067 0 5/6/52 0 $58,414 No $211,733 Yes z_F Bachelors Professional 37 Private $12,060 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Professional 62 Commercial $19,190 Van $0 0

9 Highly Urban/ Urban

197386878 0 5/5/52 0 10 $129,926 No $0 z_No M Masters Professional 62 Private $15,650 Minivan

3 $0 9 Highly Urban/ Urban

0 5/5/52 0 11

No

Yes M z_High School z_Blue Collar 29 Commercial $10,730 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 7

No $0 z_No z_F z_High School z_Blue Collar 27 Commercial $6,200 z_SUV

2

5 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Home Maker 37 Private $6,200 z_SUV

2 $0 9 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 44 Private $1,500 Minivan $0 0 $0 17 Highly Urban/ Urban

0 5/1/52 0 13 $63,367 No

Yes M z_High School Clerical 28 Private $14,460 Minivan $0 0 $0 Highly Urban/ Urban

0

0 8

No

z_No z_F z_High School z_Blue Collar 9 Commercial $6,200 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 19 Commercial $18,930 Van

3 $0 1 Highly Urban/ Urban

0 4/27/52 0 11

No

Yes z_F Bachelors Manager 31 Private $9,300 Sports Car $0 0 $0 4 Highly Urban/ Urban

97750917 0 4/27/52 0 11 $30,960 No $190,150 Yes z_F Bachelors Manager 31 Private $8,720 z_SUV

3 $0 4 Highly Urban/ Urban

0

0 12

No

z_No M z_High School Clerical 19 Private $9,550 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 4/24/52 0 12

No

Yes M $6,136

3 $0 1 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Professional 15 Commercial $18,910 Van $0 0 $0 5 Highly Urban/ Urban

0

0 11 No

Yes z_F Masters Professional 50 Private $12,560 z_SUV $0 0 $0 25 Highly Urban/ Urban

0 4/22/52 0 10

No

Yes z_F PhD 43 Commercial

Pickup

1 $0 10 Highly Urban/ Urban

639808409 0

0 10

No

Yes z_F Bachelors Manager 67 Private

Minivan $0 0 $4,155 8 Highly Urban/ Urban

0

0 14

No

Yes z_F

0

0 12

No

Yes M Bachelors Manager 34 Commercial $7,200 Pickup $10,265 1 $0 13 Highly Urban/ Urban

0 4/16/52 0 10

No

z_No M Bachelors Professional 27 Commercial

Van $0 0 $0 6 z_Highly Rural/ Rural

0 4/16/52 0 9

No $0 z_No M Bachelors Professional 37 Private $10,930 Pickup

2 $0 13 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Professional 23 Private $6,200 Sports Car

1 $0 14 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Professional 22 Private $17,880 Van $0 0 $0 1 z_Highly Rural/ Rural

0 4/13/52 0 13

No Yes M Masters Manager 36 Commercial $18,780 Van $4,188 2 $2,493 Highly Urban/ Urban

892208350 0

0 10 No

Yes M z_High School Clerical 8 Private $9,640 Pickup $0 0 $0 8 Highly Urban/ Urban

0 4/12/52 0 10

No $0 z_No z_F Masters Manager 5 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 11

No $266,417 z_No z_F Bachelors Manager 19 Private $19,200 z_SUV

2 $0 7 Highly Urban/ Urban

0 4/10/52 0 5

No

Yes M Masters Lawyer 56 Private $19,030 Van $0 0

18 Highly Urban/ Urban

0 4/10/52 0 13

No

Yes M $2,637

1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Manager 20 Private $20,550 z_SUV

2 $0 16 Highly Urban/ Urban

984046819 0 4/9/52 0 11 $40,430 No $0 z_No z_F Masters Manager 45 Private $10,240 Minivan

2 $0 16 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 26 Commercial $7,170 Sports Car

1

Highly Urban/ Urban

0

0 11 $20,300 No

Yes z_F z_High School Clerical 37 Private $11,160 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 0 $0 No

Yes M Bachelors Home Maker 28 Private

Minivan $4,036 1 $0 13 Highly Urban/ Urban

0 4/2/52 0 13

No $0 Yes M z_High School Student 66 Commercial $18,170 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0

No $0 z_No M PhD 23 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 10 $28,600 No $0 z_No z_F Bachelors Professional 28 Private $8,830 Sports Car

2 $2,190 10 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters 23 Commercial $27,530 Pickup $0 0

14 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Doctor 32 Private $6,200 Minivan

2 $0 16 Highly Urban/ Urban

0

0 10

No

z_No M Bachelors z_Blue Collar 21 Commercial

Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes M $3,809

2 $4,430 1 Highly Urban/ Urban

0 3/24/52 0 14 $6,150 No $0 Yes M

0

0 14 No

Yes M Masters Lawyer 32 Private $11,920 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/23/52 0 2 $55,527 No $0 z_No z_F Bachelors z_Blue Collar 81 Commercial $23,470 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 9

No

Yes M

0 3/22/52 0 12 $21,063 No

Yes z_F Bachelors Clerical 42 Commercial $20,730 Pickup $4,652 2

6 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 33 Private $11,610 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 3/21/52 0 11

No

Yes z_F

5103700 0 3/21/52 0 14 $45,261 No

Yes z_F z_High School z_Blue Collar 43 Commercial $10,730 z_SUV $3,036 1 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Manager 23 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 3/19/52 0 0 $0 No

Yes z_F Bachelors Home Maker 52 Private $6,430 z_SUV

1

12 Highly Urban/ Urban

0

0 12

No z_No M z_High School z_Blue Collar 36 Commercial $11,120 Pickup

2 $3,846 1 Highly Urban/ Urban

0 3/18/52 0 14

No

Yes z_F Bachelors Professional 40 Commercial

Van

2 $5,761 14 Highly Urban/ Urban

0

0 8

No $0 z_No M PhD Manager 9 Commercial

Panel Truck

4 $0 13 Highly Urban/ Urban

0

0 8 $51,624 No $0 z_No M z_High School Clerical 24 Private

Van $0 0 $0 1 Highly Urban/ Urban

0 3/16/52 0 0 $0 No

Yes z_F Bachelors Home Maker 19 Private $6,200 z_SUV

2 $0 9 Highly Urban/ Urban

0 3/16/52 0 14 No

Yes z_F $40,567

2 $0 Highly Urban/ Urban

0

0 13

No

Yes M PhD Doctor 55 Private $21,610 Van $0 0 $0 10 Highly Urban/ Urban

841279077 1 3/14/52 0 7

No

Yes z_F z_High School Clerical 43 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Home Maker 65 Private $6,500 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

0 10

No

Yes M PhD 35 Commercial

Panel Truck $0 0 $0 19 Highly Urban/ Urban

0 3/11/52 0 12

No

z_No M

0 3/11/52 0 0 $0 No $0 Yes M z_High School Student 58 Private $6,100 Pickup $0 0

1 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 49 Private $6,200 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 3/9/52 0

No

Yes z_F $5,976

1 $0 1 Highly Urban/ Urban

0 3/9/52 0 11

No $0 z_No M

804950145 0 3/9/52 0 $48,517 No $220,943 Yes z_F

2 $0 1 Highly Urban/ Urban

0

0 10 No

z_No z_F Masters Lawyer 42 Private $6,200 z_SUV $5,120 1 $0 12 Highly Urban/ Urban

0 3/8/52 0 15

No

Yes z_F Bachelors Professional 39 Commercial

Panel Truck $0 0 $0 6 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD 18 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0 3/5/52 0 10

No

Yes M z_High School z_Blue Collar 29 Commercial $15,420 Minivan

2 $0 1 Highly Urban/ Urban

237919358 0 3/5/52 0 13

No

Yes M Masters 47 Commercial $6,200 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0 3/5/52 0 11

No

Yes M z_High School z_Blue Collar 60 Commercial $18,000 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 8 No

Yes z_F PhD Manager 5 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 3/4/52 0 12

No

z_No z_F Masters Professional 6 Private $6,200 z_SUV

1 $0 16 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 5 Private $13,000 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Professional 40 Private $14,350 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/29/52 0 6 No

Yes M z_High School Clerical 45 Private $8,500 Pickup

1 $0 1 Highly Urban/ Urban

0 2/29/52 0 14

No

Yes z_F Bachelors Manager 17 Private $13,710 z_SUV

3 $0 1 Highly Urban/ Urban

0 2/28/52 0 13

No

Yes M Masters Lawyer 30 Private $21,770 Van $0 0 $0 13 Highly Urban/ Urban

0 2/27/52 1 12

No

Yes z_F Masters Manager 21 Private $15,390 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 2/26/52 0 13

No

z_No M PhD 32 Commercial

Panel Truck $0 0

16 Highly Urban/ Urban

0 2/25/52 0 9

No

Yes z_F Bachelors Manager 47 Private $9,150 z_SUV $0 0 $6,027 2 Highly Urban/ Urban

0 2/25/52 0 13

No

Yes z_F z_High School z_Blue Collar 50 Commercial $19,460 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 2/25/52 0 12

No

Yes z_F PhD Doctor 42 Private

z_SUV $6,682 3 $0 1 Highly Urban/ Urban

0 2/24/52 0 7

No $229,334 Yes M Bachelors Professional 29 Private $13,850 Minivan $0 0 $0 7 Highly Urban/ Urban

0 2/24/52 0 7

No

z_No z_F Bachelors Home Maker 33 Private $8,420 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/22/52 0 10 $15,249 No

Yes z_F Masters Home Maker 62 Private $8,400 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 2/21/52 0 10

No $0 z_No M Bachelors z_Blue Collar 26 Commercial $7,020 Minivan $0 0

15 Highly Urban/ Urban

291961707 0 2/21/52 0 8

No

Yes z_F Bachelors Manager 31 Commercial $30,870 Sports Car $0 0 $0 5 Highly Urban/ Urban

610834268 0 2/21/52 0 13

No $0 z_No z_F Masters Lawyer 40 Private $27,260 Van $1,957 3

16 Highly Urban/ Urban

0 2/19/52 0 8

No

z_No z_F z_High School z_Blue Collar 48 Private $16,670 Minivan

3 $0 1 Highly Urban/ Urban

0 2/19/52 1 12

No

Yes z_F z_High School Manager 56 Private $7,090 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 2/18/52 0 12

No $0 z_No M Masters Lawyer 10 Private $17,440 Minivan

2 $0 18 Highly Urban/ Urban

0 2/15/52 0 9

No

z_No M Bachelors z_Blue Collar 14 Commercial $12,040 Minivan $0 0 $0 8 Highly Urban/ Urban

729199936 0 2/15/52 0 9 $18,896 No $106,991 z_No M Bachelors z_Blue Collar 14 Commercial $12,250 Minivan

1 $0 8 Highly Urban/ Urban

0 2/14/52 0 11

No

z_No M Bachelors Professional 32 Commercial $9,830 Pickup $0 0 $0 2 z_Highly Rural/ Rural

0 2/12/52 0 12

No

Yes M z_High School z_Blue Collar 51 Private $14,770 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/11/52 0 13

No

Yes M Bachelors Professional 17 Private $13,620 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/11/52 0 10

No

Yes z_F Masters Professional 31 Private $13,790 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 2/10/52 0 0 $0 No $0 z_No z_F Masters Home Maker 17 Private $6,200 z_SUV $0 0 $5,899 17 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters z_Blue Collar 54 Commercial

Sports Car $0 0 $0 16 z_Highly Rural/ Rural

0 2/9/52 0 $0 No $0 Yes M z_High School Student 33 Commercial $6,620 Pickup $4,093 3

8 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors z_Blue Collar 63 Commercial $9,830 Pickup $4,215 3

Highly Urban/ Urban

0 2/7/52 0 11

No

z_No z_F Bachelors z_Blue Collar 38 Commercial $11,650 Sports Car

2 $0 10 Highly Urban/ Urban

0 2/6/52 0 11

No

Yes M

0 2/5/52 0

No

Yes M Masters 52 Commercial $25,250 Panel Truck

2

9 Highly Urban/ Urban

0 2/4/52 0 14

No

Yes M Masters 5 Commercial $6,200 Pickup

3 $0 14 Highly Urban/ Urban

0 2/4/52 0 9

No

Yes M PhD 26 Commercial

Van $0 0 $0 16 Highly Urban/ Urban

0 2/3/52 0 14

No $0 Yes z_F Bachelors Student 42 Commercial $7,590 Minivan $2,988 1 $0 14 Highly Urban/ Urban

0 2/2/52 0 10

No $0 z_No M z_High School Professional 40 Commercial $6,300 Pickup

3 $1,691 1 Highly Urban/ Urban

0 2/1/52 0 9

No $0 z_No M z_High School z_Blue Collar 28 Commercial $9,640 Pickup

2 $2,493 7 Highly Urban/ Urban

0

0 10

No

Yes M

0 1/31/52 0 11

No

Yes M z_High School z_Blue Collar 25 Commercial $11,830 Minivan $1,381 2 $0 1 Highly Urban/ Urban

1

1

No

Yes z_F Bachelors Professional 36 Private $14,250 Minivan $8,880 2 $0 11 Highly Urban/ Urban

0 1/27/52 0 12

No

Yes z_F Bachelors Professional 21 Private $25,860 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/27/52 0 11 $69,692 No

Yes z_F Masters Lawyer 58 Private $18,370 Sports Car

2 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors z_Blue Collar 52 Commercial $22,400 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 1/25/52 0 11

No

z_No z_F PhD Doctor 39 Private

z_SUV $0 0 $0 16 Highly Urban/ Urban

0 1/24/52 0 5 $31,957 No

Yes M z_High School Clerical 24 Private $9,400 Minivan $0 0 $0 6 Highly Urban/ Urban

812601483 0 1/23/52 0 13

No

Yes M z_High School Clerical 11 Private $1,500 Minivan

1 $0 1 Highly Urban/ Urban

1

0 6

No

Yes z_F Bachelors Manager 20 Commercial $19,040 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/21/52 0 7

No

Yes z_F Masters Manager 36 Private $17,700 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 1/21/52 0 11

No $0 z_No M $25,355

2 $2,489 1 Highly Urban/ Urban

0 1/21/52 0 14

No

Yes M Bachelors Manager 26 Private $9,700 Pickup $0 0 $0 8 Highly Urban/ Urban

0 1/20/52 0 12

No $167,505 Yes z_F Masters Lawyer 22 Private $13,110 Minivan $0 0 $0 17 Highly Urban/ Urban

0 1/20/52 0 15

No

z_No M Bachelors Manager 45 Private $13,380 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/16/52 0 12

No

Yes M z_High School Clerical 26 Private $25,100 Minivan

4 $0 9 Highly Urban/ Urban

0 1/16/52 0 10

No $0 z_No z_F Masters Lawyer 32 Private

Van $0 0 $0 20 Highly Urban/ Urban

0 1/16/52 0 12

No $0 z_No z_F Bachelors z_Blue Collar 14 Commercial $17,100 z_SUV

3 $0 9 Highly Urban/ Urban

0

0 7

No

z_No z_F PhD Doctor 22 Private $24,120 z_SUV $0 0 $0 1 Highly Urban/ Urban

130076382 0 1/15/52 0 9

No

Yes z_F Masters Manager 18 Private $5,180 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes M

430513091 0 1/14/52 0 12

No

Yes z_F

0 1/13/52 0 5

No $0 z_No M

4

4 Highly Urban/ Urban

0 1/13/52 0 13

No

z_No M Masters 38 Commercial $29,900 Panel Truck $2,033 2 $0 1 Highly Urban/ Urban

824026013 0

0 8

No

z_No M Masters Lawyer 62 Private $9,820 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 18 Private $15,070 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/9/52 0 9

No

z_No M Masters 21 Commercial

Panel Truck $0 0 $0 19 z_Highly Rural/ Rural

0 1/9/52 0 2

No

z_No z_F PhD Manager 34 Private $11,440 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 1/9/52 0 $3,663 No

Yes z_F z_High School Student 57 Commercial $9,310 Sports Car $1,348 2

7 Highly Urban/ Urban

0 1/8/52 0 7

No

z_No z_F Bachelors Manager 24 Private $14,260 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/7/52 0 11

No

Yes z_F PhD Lawyer 41 Private $23,630 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 1/7/52 0 14

No

Yes M PhD Doctor 26 Private $27,270 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/6/52 0 8

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $23,840 Pickup $0 0 $0 6 Highly Urban/ Urban

0 1/5/52 0 11

No

Yes M Masters Lawyer 38 Private $12,850 Minivan $0 0 $0 Highly Urban/ Urban

0 1/4/52 0 12

No

Yes z_F Bachelors Manager 29 Private $15,580 z_SUV

2 $0 15 Highly Urban/ Urban

0 1/3/52 0 15

No

Yes z_F Bachelors Clerical 23 Private $9,300 z_SUV

1 $0 Highly Urban/ Urban

0 1/2/52 0 13

No

Yes z_F Masters Manager 36 Private $6,200 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 1/1/52 0 14

No

Yes M Bachelors z_Blue Collar 49 Commercial $27,670 Panel Truck $0 0 $0 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M Bachelors Student 25 Commercial $12,030 Minivan $0 0 $0 14 Highly Urban/ Urban

757463764 0 12/31/51 0 14 $50,542 No

Yes M Bachelors Professional 52 Private $12,340 Minivan

2 $0 8 Highly Urban/ Urban

0

0 10

No

Yes M

0

0 0 $0 No

Yes z_F Bachelors Home Maker 32 Private $6,200 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 47 Private $11,750 Minivan $0 0 $0 17 Highly Urban/ Urban

0 12/26/51 0 13

No

z_No M z_High School z_Blue Collar 46 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 12/26/51 0 12

No $0 z_No z_F z_High School Clerical 58 Private $9,010 Sports Car $8,598 1 $3,169 9 Highly Urban/ Urban

30946151 0 12/26/51 0 13

No

Yes M z_High School z_Blue Collar 46 Commercial $9,760 Pickup $0 0 $0 3 z_Highly Rural/ Rural

0

0 15

No Yes z_F PhD Home Maker 38 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/25/51 0 10

No $0 z_No M $1,455

3 $3,361 1 Highly Urban/ Urban

0 12/25/51 0 10 No

z_No M Masters 30 Commercial

Panel Truck $4,256 1 $0 15 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 24 Private $12,800 Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/24/51 0 13

No

Yes M Masters Manager 25 Private $14,010 Minivan $0 0 $0 18 Highly Urban/ Urban

0 12/24/51 0 13 No $0 Yes M z_High School Student 18 Commercial $6,880 Minivan $0 0 $2,641 1 Highly Urban/ Urban

0

0 11

No $0 Yes M Bachelors Student 31 Commercial $15,490 Minivan $0 0 $0 11 Highly Urban/ Urban

0 12/22/51 0 0 $0 No $0 z_No z_F $1,550

1 Highly Urban/ Urban

0 12/22/51 0 12

No

z_No M Bachelors Clerical 31 Commercial $22,620 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0

0 14

No

Yes M z_High School z_Blue Collar 20 Commercial $11,480 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F Bachelors Home Maker 48 Private

Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 12/20/51 0 9

No $0 Yes z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

973329537 0

0 0 $0 No $0 Yes M

0 12/18/51 0 12 No $0 z_No M Masters Professional 40 Commercial

Van $0 0 $0 20 Highly Urban/ Urban

0 12/18/51 0 6

No $0 z_No z_F z_High School Clerical 19 Private $19,840 z_SUV

2

1 Highly Urban/ Urban

0 12/18/51 0 15

No

Yes z_F z_High School z_Blue Collar 53 Commercial $9,610 Minivan $5,047 1

8 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Manager 22 Private $13,610 Minivan $0 0 $0 18 Highly Urban/ Urban

0 12/15/51 0 9

No

Yes z_F PhD Manager 16 Private $11,400 Sports Car $0 0 $0 14 Highly Urban/ Urban

159942906 0 12/15/51 0 14 $71,660 No $222,417 Yes z_F Masters Manager 22 Private $6,200 z_SUV $1,391 3 $0 18 Highly Urban/ Urban

2 12/15/51 0 10

No

Yes z_F z_High School Professional 27 Commercial $11,440 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 14 No

Yes M Bachelors Manager 48 Private $21,320 Van $0 0 $0 13 Highly Urban/ Urban

0 12/14/51 0 8

No $0 z_No z_F Bachelors z_Blue Collar 49 Private $9,550 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/14/51 0

No

Yes z_F Masters Home Maker 62 Private

Van $0 0 $0 22 z_Highly Rural/ Rural

833942385 0 12/14/51 0 $2,916 No $92,800 Yes z_F Masters Home Maker 62 Private $16,900 z_SUV $0 0 $0 22 z_Highly Rural/ Rural

0

0 11

No $0 z_No M z_High School Student 6 Commercial $8,770 Minivan $0 0 $5,499 8 Highly Urban/ Urban

0 12/13/51 0 8

No

Yes M Bachelors z_Blue Collar 46 Commercial $6,200 Pickup $0 0 $0 6 Highly Urban/ Urban

277086086 0 12/13/51 0 11 $28,808 No $0 z_No M z_High School Student 40 Commercial $11,840 Pickup

1 $2,440 Highly Urban/ Urban

0

0 9

No $0 z_No M Bachelors Manager 47 Private $15,810 Minivan $0 0 $0 12 Highly Urban/ Urban

627828331 0 12/12/51 0 7

No

Yes z_F Bachelors Home Maker 12 Private $6,580 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 12/12/51 0 9

No $0 z_No z_F Masters Lawyer 42 Private $12,010 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 12/12/51 0 14 $28,750 No z_No z_F

3 $5,084 1 Highly Urban/ Urban

656344335 0

0 8

No $0 z_No M Bachelors Professional 50 Commercial $16,710 Van $8,490 3 $1,487 10 Highly Urban/ Urban

0

0

No $0 z_No z_F Masters Lawyer 32 Private $2,840 Sports Car $0 0 $0 7 Highly Urban/ Urban

0 12/9/51 0 13

No

Yes z_F z_High School z_Blue Collar 23 Commercial $10,940 Sports Car $0 0 $0 1 Highly Urban/ Urban

651748745 0 12/9/51 0 13 $47,355 No $165,540 Yes z_F z_High School z_Blue Collar 49 Private $14,310 Minivan

2 $0 Highly Urban/ Urban

0

0 11 $31,392 No

Yes M $7,811

3 $0 7 Highly Urban/ Urban

0 12/8/51 0 12

No $0 z_No M Masters Manager 29 Private $10,680 Pickup $0 0 $0 13 Highly Urban/ Urban

562411110 0 12/8/51 0 11 $31,392 No $142,235 Yes M

0

0 0 $0 No

z_No z_F Masters Home Maker 33 Private $15,420 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 13 $16,980 No

Yes z_F

0 12/6/51 0 14

No

z_No z_F z_High School z_Blue Collar 50 Commercial $8,150 z_SUV

1

1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 23 Commercial $23,060 Pickup $8,752 3

18 Highly Urban/ Urban

0 12/4/51 0 13

No

z_No M Masters Lawyer 50 Private $16,040 Minivan

3 $0 7 Highly Urban/ Urban

0

0 6

No $0 z_No z_F PhD Doctor 38 Private $16,320 z_SUV

1 $0 11 Highly Urban/ Urban

0

0 10

No $0 z_No M

0

0 0 No

z_No z_F Bachelors Home Maker 8 Private $8,770 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 11 Private

Pickup $0 0 $0 15 Highly Urban/ Urban

0 11/30/51 0 10 $53,758 No $0 z_No z_F z_High School z_Blue Collar 55 Commercial $15,810 Sports Car

1 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Clerical 16 Private $10,830 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School z_Blue Collar 24 Commercial $16,720 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 7

No

Yes M Masters Lawyer 27 Private $4,300 Minivan $0 0 $0 16 Highly Urban/ Urban

0 11/25/51 0 12

No

Yes M Masters Professional 64 Private $21,800 Van $3,397 3 $0 15 Highly Urban/ Urban

0 11/25/51 0 9

No

Yes z_F z_High School z_Blue Collar 40 Commercial $17,650 z_SUV $0 0

1 Highly Urban/ Urban

0

0 7

No $0 z_No M z_High School Professional 43 Commercial $24,310 Panel Truck $0 0 $243 Highly Urban/ Urban

0 11/23/51 0 13

No

Yes M Bachelors Clerical 22 Commercial $25,630 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0 11/23/51 0 0 $0 No $0 Yes M Bachelors Student 30 Commercial $6,200 Pickup $0 0

9 Highly Urban/ Urban

0

0 11 $44,705 No

Yes z_F Bachelors Professional 50 Private $12,840 z_SUV $1,533 2 $5,125 10 Highly Urban/ Urban

0 11/20/51 0 0 $0 No $0 Yes M z_High School Student 35 Commercial $11,610 Pickup

1

1 z_Highly Rural/ Rural

0 11/20/51 0 11

No $0 Yes M Bachelors Student 42 Private $10,930 Minivan $0 0 $0 Highly Urban/ Urban

0 11/20/51 0 0 $0 No $0 z_No z_F $5,886

1 $2,222 Highly Urban/ Urban

528306130 0 11/20/51 0 0 $0 No $0 z_No z_F

0

0 10

No $0 z_No z_F Masters Lawyer 27 Private $6,200 z_SUV

1 $0 18 Highly Urban/ Urban

399379988 0 11/19/51 0 12

No

Yes M PhD Doctor 51 Private $10,850 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Manager 26 Private $21,970 Van $0 0 $0 10 Highly Urban/ Urban

0 11/18/51 0 15

No $0 z_No z_F Masters Lawyer 38 Private $10,000 z_SUV $0 0 $3,901 23 Highly Urban/ Urban

0 11/18/51 0 11 $40,245 No $0 z_No z_F $19,060

z_SUV

1 $0 7 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F

0 11/16/51 0 13

No $0 z_No M z_High School Manager 61 Private $18,690 Minivan

2 $0 9 Highly Urban/ Urban

0 11/16/51 0 14 No

z_No M Bachelors z_Blue Collar 47 Commercial $17,690 Van $0 0

8 Highly Urban/ Urban

0

0 13

No

Yes M

0

0 8

No $0 z_No M PhD Manager 33 Commercial $6,300 Pickup $1,953 3 $0 13 Highly Urban/ Urban

0 11/13/51 0 11

No

z_No z_F Masters 36 Commercial $20,860 Pickup

3 $0 23 Highly Urban/ Urban

0

1 10

No

Yes z_F Bachelors Manager 35 Private $15,060 z_SUV

1 $0 10 Highly Urban/ Urban

0 11/12/51 0 0 $0 No $0 Yes z_F z_High School Student 47 Commercial $7,380 z_SUV

1

10 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 35 Commercial $19,950 z_SUV

3 $0 1 Highly Urban/ Urban

0 11/11/51 0 14

No

Yes z_F z_High School Home Maker 33 Private $14,280 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 11/11/51 0 12

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $28,190 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $24,800 Sports Car

2 $0 12 Highly Urban/ Urban

1 11/10/51 0 13

No

Yes M

9 z_Highly Rural/ Rural

761425152 0 11/10/51 0 10

No

z_No z_F Masters 34 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0 11/10/51 0 13

No

Yes z_F Bachelors Professional 45 Private $13,980 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

0 13 $132,114 No

Yes M Masters Lawyer 62 Private $14,710 Minivan $0 0 $0 16 z_Highly Rural/ Rural

1 11/9/51 1 11

No

Yes z_F Masters Lawyer 55 Private $6,300 Sports Car

1

20 Highly Urban/ Urban

345985800 1 11/9/51 1 11 $84,042 No $263,403 Yes z_F Masters Lawyer 55 Private $10,320 z_SUV $7,560 1 $2,524 20 Highly Urban/ Urban
591264788 0

0 13

No

Yes z_F z_High School Home Maker 28 Private $8,940 Sports Car

2 $0 1 Highly Urban/ Urban

0 11/8/51 0 0 $0 No $0 z_No z_F Masters Home Maker 24 Private $6,300 Sports Car $0 0 $0 z_Highly Rural/ Rural

0

0 10

No

z_No M Bachelors Manager 48 Commercial $8,370 Pickup $0 0 $0 8 Highly Urban/ Urban

0 11/7/51 0 11

No $0 z_No z_F Masters Lawyer 18 Private $22,400 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School z_Blue Collar 18 Commercial $9,720 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/6/51 0 12

No

Yes M PhD 39 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

481512763 0

0 10 $83,419 No

z_No M Masters Manager 38 Private $15,570 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 5

No $0 z_No z_F Bachelors Student 16 Private $6,300 z_SUV

1 $0 10 Highly Urban/ Urban

0

0 9

No

Yes M z_High School z_Blue Collar 25 Commercial $10,780 Pickup

2

1 Highly Urban/ Urban

0 11/1/51 0 12

No

Yes M

0

0 15

No

Yes z_F Masters Lawyer 53 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 12

No

z_No z_F z_High School Professional 16 Private

Minivan $3,963 2 $0 8 Highly Urban/ Urban

0

0 10

No

Yes M Masters Lawyer 30 Private $15,630 Minivan $6,031 3 $0 1 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 54 Commercial $8,750 Pickup

2 $0 9 z_Highly Rural/ Rural

0

0 12

No

Yes z_F z_High School z_Blue Collar 37 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M z_High School Manager 27 Private $6,080 Pickup

1

9 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 50 Private $7,310 z_SUV $0 0 $0 20 z_Highly Rural/ Rural

740230736 0 10/22/51 0 0 $0 No Yes z_F Masters Home Maker 50 Private $7,970 Sports Car $0 0 $0 20 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School Professional 31 Private $14,690 Minivan $0 0

Highly Urban/ Urban

0 10/21/51 0 10 $45,685 No

Yes M

0

0 11

No

Yes z_F z_High School Clerical 5 Private $11,040 z_SUV $3,901 3 $0 1 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Manager 17 Private $6,300 Minivan $0 0 $0 10 Highly Urban/ Urban

413358029 0 10/19/51 0 11

No $0 Yes M z_High School Student 20 Private

Minivan $0 0

1 Highly Urban/ Urban

0

0 8

No

z_No M Bachelors z_Blue Collar 22 Commercial $11,940 Pickup $0 0 $0 4 Highly Urban/ Urban

0 10/18/51 0 14

No $0 z_No z_F PhD Manager 12 Private $16,370 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/18/51 0 0 $0 No

Yes z_F Masters Home Maker 39 Private $1,500 Sports Car

3 $0 Highly Urban/ Urban

0

0 9

No $0 Yes z_F z_High School Student 69 Private $7,520 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 11

No

Yes M Bachelors z_Blue Collar 51 Commercial $16,550 Van $0 0 $0 11 Highly Urban/ Urban

0 10/14/51 0 8

No $0 z_No M z_High School z_Blue Collar 37 Commercial $10,000 Pickup

2 $3,549 1 Highly Urban/ Urban

0

1 10

No

Yes z_F $3,662

7 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School z_Blue Collar 42 Commercial

Sports Car $40,386 3

2 Highly Urban/ Urban

0

2 11

No

Yes M Masters 14 Commercial $29,980 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 10/11/51 0 11

No Yes M z_High School z_Blue Collar 9 Commercial $12,050 Pickup

1 $0 1 Highly Urban/ Urban

0 10/11/51 0 9

No

z_No M Bachelors Professional 42 Private $10,840 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

0 11

No $0 z_No M Masters 5 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 10/9/51 0 12

No $0 z_No z_F z_High School z_Blue Collar 7 Commercial $24,160 Minivan

2

1 Highly Urban/ Urban

0 10/9/51 0 10

No $0 z_No z_F Masters Manager 36 Private $16,000 z_SUV $0 0 $0 14 Highly Urban/ Urban

225837822 0

0 10

No

z_No M Bachelors Professional 13 Commercial $11,550 Pickup

2

13 z_Highly Rural/ Rural

0

0 13

No

Yes M

0 10/7/51 0 10

No

Yes z_F Bachelors Clerical 42 Private $10,630 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

695751615 0 10/7/51 0 13 $20,887 No $159,568 Yes M 695751615 0 10/7/51 0 13 $20,887 No $159,568 Yes M

0

0 6 $14,410 No $0 z_No z_F $1,001

1 $7,204 1 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Clerical 12 Private $11,400 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 79 Commercial $17,310 z_SUV $2,317 1

16 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 30 Private $6,300 z_SUV $0 0

9 Highly Urban/ Urban

0 10/2/51 0 12

No

Yes M $1,824

9 Highly Urban/ Urban

0

0 9

No $0 z_No z_F z_High School Clerical 24 Private $5,540 Sports Car $0 0

1 Highly Urban/ Urban

0 10/1/51 0 9

No z_No z_F Bachelors Professional 36 Private $9,430 z_SUV

1 $5,021 12 Highly Urban/ Urban

0 10/1/51 0 6

No

Yes M Bachelors z_Blue Collar 24 Commercial $19,930 Van $0 0 $0 8 Highly Urban/ Urban

0 10/1/51 0 6

No Yes M z_High School z_Blue Collar 36 Commercial $31,310 Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

0 9

No $0 z_No M Bachelors Manager 16 Private $15,160 Minivan $0 0 $0 10 Highly Urban/ Urban

454506838 0

0 14

No

Yes z_F Masters Lawyer 33 Private $18,910 z_SUV $0 0 $0 16 Highly Urban/ Urban

228390035 0

0 9

No $0 z_No z_F Bachelors Student 34 Private $8,910 z_SUV

3 $0 14 Highly Urban/ Urban

544650035 0 9/27/51 0 6

No

Yes M PhD 16 Commercial $21,460 Van $0 0 $0 15 Highly Urban/ Urban

0

0 9

No $0 z_No z_F

0 9/26/51 0 12

No

Yes z_F z_High School Home Maker 38 Private $22,110 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 9/26/51 0 13

No

Yes M z_High School Professional 23 Private $10,060 Pickup $3,149 2 $0 1 Highly Urban/ Urban

933183894 0 9/26/51 0 12 $32,256 No $175,861 Yes z_F z_High School Home Maker 38 Private $10,230 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

0 10

No

Yes z_F z_High School z_Blue Collar 47 Commercial $17,640 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 No

Yes M Bachelors Professional 14 Commercial

Panel Truck

5 $0 10 Highly Urban/ Urban

0 9/23/51 0 8

No

Yes z_F PhD Professional 24 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

401200262 0 9/23/51 0 No $252,896 Yes M Bachelors Professional 14 Private $14,030 Minivan $0 0 $0 10 Highly Urban/ Urban

0 9/23/51 0 11

No

z_No z_F PhD 25 Commercial $38,290 Panel Truck

1 $8,363 18 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Home Maker 46 Private $6,450 z_SUV

2 $755 7 Highly Urban/ Urban

0 9/20/51 0

No

z_No M Bachelors Professional 37 Commercial $16,810 Van $6,978 2

1 Highly Urban/ Urban

0 9/20/51 0 7

No

z_No M PhD 21 Commercial $8,760 Pickup $0 0 $3,455 10 Highly Urban/ Urban

1

1 11

Yes

z_No z_F Masters Lawyer 44 Private $15,190 z_SUV $0 0

19 Highly Urban/ Urban

0 9/18/51 0 12

No z_No M Masters Manager 56 Commercial $19,030 Van $0 0 $6,770 20 Highly Urban/ Urban

0 9/18/51 0 14

No

z_No M Bachelors Clerical 33 Commercial $9,970 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 15

No $0 z_No M z_High School Manager 24 Private $9,910 Pickup

2 $0 6 Highly Urban/ Urban

0

0 15

No

Yes M Masters 58 Commercial $20,590 Van $1,327 2 $0 13 Highly Urban/ Urban

0 9/16/51 0 9

No $242,830 z_No M z_High School z_Blue Collar 12 Commercial

Panel Truck $3,319 3 $6,607 1 Highly Urban/ Urban

0

0 10

No z_No M z_High School z_Blue Collar 29 Commercial $11,370 Pickup

2

8 Highly Urban/ Urban

0 9/13/51 0 8

No $0 z_No z_F Masters Professional 34 Private $11,010 z_SUV $0 0 $0 15 Highly Urban/ Urban

727081747 0 9/13/51 0 $113,910 No $0 z_No z_F Masters Professional 8 Private $17,690 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/13/51 0 7 $22,362 No

Yes M $22,906

1 $0 1 Highly Urban/ Urban

0 9/13/51 0 11

No

Yes M z_High School Clerical 19 Private $6,300 Minivan $0 0 $0 9 Highly Urban/ Urban

16446925 0 9/13/51 0 7 $22,362 No $127,087 Yes M

0

0 14

No

Yes z_F z_High School z_Blue Collar 37 Commercial $12,780 z_SUV

1

10 Highly Urban/ Urban

0 9/11/51 0 14

No

Yes M PhD 19 Commercial $9,910 Pickup

4 $0 11 Highly Urban/ Urban

0

0 12

No z_No z_F Masters Lawyer 25 Private $16,970 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 54 Private

Pickup $0 0 $0 Highly Urban/ Urban

430554774 0

0 12

No $0 z_No M z_High School Clerical 14 Private $13,790 Minivan

1 $0 1 z_Highly Rural/ Rural

430554774 0 9/8/51 0 12 $46,839 No $0 z_No M z_High School Clerical 51 Commercial $18,670 Van $0 0 $0 1 z_Highly Rural/ Rural
430554774 0 9/8/51 0 12 No $0 z_No M z_High School Clerical 51 Private $12,100 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

z_No M

0 9/7/51 0 15

No

z_No M Bachelors Professional 28 Commercial

Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0 9/7/51 0 11

No

z_No z_F Bachelors Manager 30 Private $13,140 z_SUV

2 $0 9 Highly Urban/ Urban

0

0 3 No $0 z_No z_F Masters Lawyer 47 Private $20,860 z_SUV $6,038 1

12 Highly Urban/ Urban

0 9/6/51 0 15

No

Yes z_F Masters Lawyer 5 Private $24,600 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 13 No

Yes M PhD Doctor 30 Private $7,830 Minivan $5,782 3 $0 13 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 34 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

1 9/1/51 1 11

Yes $0 z_No z_F

396302344 0

0 11

No

Yes M Masters Manager 36 Private $21,290 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 8 $118,987 No

Yes z_F PhD Home Maker 55 Private $21,280 Minivan $0 0 $0 18 z_Highly Rural/ Rural

0 8/28/51 0 12

No

z_No M Masters Lawyer 23 Private $25,010 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School Professional 5 Private $11,270 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0

No $0 z_No M Masters 42 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors z_Blue Collar 39 Private $8,240 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

711954140 0 8/23/51 0 13

No Yes M PhD Lawyer 51 Private $6,200 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 9 $16,468 No

Yes z_F

0 8/22/51 0 11

No

Yes M Bachelors Professional 35 Commercial $24,980 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 8/22/51 0 12

No $0 z_No M Bachelors Manager 5 Commercial $23,590 Panel Truck $3,079 3 $0 10 Highly Urban/ Urban

752931241 0 8/22/51 0 8

No

z_No M z_High School z_Blue Collar 34 Commercial $22,550 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 11

No

z_No M z_High School Clerical 55 Private $10,930 Minivan $0 0 $5,184 1 Highly Urban/ Urban

0 8/21/51 0 10

No

Yes M z_High School Manager 38 Commercial $11,450 Pickup $0 0 $0 8 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors z_Blue Collar 49 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

340299187 0 8/20/51 0 13

No

Yes z_F Masters Manager 20 Private $18,310 Sports Car $47,343 2 $0 16 Highly Urban/ Urban

2

0 11

No

Yes M PhD Doctor 82 Private $9,820 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 8 No

z_No M PhD 9 Commercial $12,080 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 21 Private $14,520 Minivan $0 0 $0 13 Highly Urban/ Urban

29775028 0 8/16/51 0 14 $54,691 No $179,827 Yes M Masters 21 Commercial $6,970 Pickup

1 $0 13 Highly Urban/ Urban

834398618 0 8/16/51 0 12

No

z_No M Bachelors z_Blue Collar 20 Commercial $11,420 Pickup $4,701 3 $0 11 z_Highly Rural/ Rural

0

0 16

No $0 z_No M Masters Lawyer 18 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0

0 12

No

Yes M Masters 14 Commercial

Panel Truck

2 $0 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 14 Commercial $9,640 Pickup $1,212 1 $1,354 1 Highly Urban/ Urban

0 8/13/51 0 12

No

Yes z_F Bachelors Manager 30 Private $16,730 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Manager 41 Private $21,990 Minivan $0 0 $0 14 Highly Urban/ Urban

1307371 0

0 14

No

Yes z_F Masters Lawyer 56 Private $17,040 z_SUV $1,245 3 $0 16 Highly Urban/ Urban

0 8/9/51 0 13

No

Yes M z_High School z_Blue Collar 33 Commercial $19,960 Van

3 $0 1 Highly Urban/ Urban

0 8/9/51 0 8 No $0 z_No z_F Bachelors Home Maker 25 Private $17,220 z_SUV

2

12 Highly Urban/ Urban

0

0 0 $0 No z_No z_F Bachelors Home Maker 16 Private $25,250 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 8/8/51 0 12

No

Yes M Bachelors Professional 47 Private $13,380 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 7

No

z_No M Masters Professional 46 Private $19,520 Minivan $0 0 $0 Highly Urban/ Urban

0

0 3

No

z_No z_F z_High School z_Blue Collar 13 Commercial $16,520 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M PhD 16 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Home Maker 17 Private $10,610 z_SUV $865 2 $0 16 Highly Urban/ Urban

0

0 14

No $0 z_No M PhD Doctor 16 Private $29,730 Minivan

3 $0 15 Highly Urban/ Urban

0 8/1/51 0 9

No $0 z_No z_F z_High School Home Maker 36 Private $24,610 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

0 0 $0 No $0 Yes M z_High School Student 48 Commercial $1,500 Minivan

3 $2,316 8 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors z_Blue Collar 42 Commercial $14,370 Minivan

2 $0 9 Highly Urban/ Urban

0 7/29/51 0 0 $0 No $0 Yes M z_High School Student 23 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/29/51 0 11

No

z_No M Masters Manager 37 Private $14,640 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 15

No

z_No M

0

0 10

No

z_No M Masters Lawyer 38 Private $18,060 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/27/51 0 12

No

Yes z_F z_High School Manager 45 Private $11,070 z_SUV $23,937 5 $0 1 Highly Urban/ Urban

926349945 0 7/27/51 0 7

No $0 z_No z_F Bachelors Professional 46 Private $13,330 Minivan $0 0 $0 11 Highly Urban/ Urban

926349945 0 7/27/51 0 7 $70,308 No $0 z_No z_F Bachelors Professional 5 Private $27,540 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 18 Commercial $8,810 Sports Car

1 $0 1 Highly Urban/ Urban

0

0 14 $51,982 No

Yes z_F Bachelors Professional 5 Private $23,390 Sports Car

3 $0 5 Highly Urban/ Urban

0

0 9

No

Yes M Masters 40 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 0 $0 No Yes M

0 7/22/51 0 5 $78,374 No

Yes M z_High School z_Blue Collar 27 Commercial $9,730 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 7

No

Yes z_F Masters Manager 40 Private $16,030 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 11 No $0 z_No z_F

0 7/20/51 0 16

No $0 Yes M

0 7/20/51 0 11

No $0 z_No z_F z_High School z_Blue Collar 50 Commercial $31,500 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 8

No

Yes M

0 7/19/51 0 7

No $223,804 z_No z_F Bachelors Professional 31 Private $6,300 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 10

No

Yes M

204021526 0 7/18/51 0 10 $34,606 No $163,682 Yes M

0

0 7

No $0 z_No M z_High School Clerical 13 Commercial $6,200 Pickup $0 0 $0 9 z_Highly Rural/ Rural

3136701 0

0 12 $45,085 No

Yes z_F Masters Manager 31 Private $10,810 z_SUV $0 0 $0 16 Highly Urban/ Urban

176017386 0 7/14/51 0 12 $66,613 No

Yes z_F Bachelors z_Blue Collar 5 Commercial $16,340 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

0 12

No $0 z_No M Bachelors Home Maker 21 Private $22,520 Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/13/51 0 10

No

Yes M z_High School z_Blue Collar 18 Commercial $23,340 Panel Truck

1 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 35 Private $15,070 z_SUV $34,237 1 $0 7 Highly Urban/ Urban

342456793 0 7/12/51 0 12 No $117,400 Yes z_F z_High School Clerical 35 Private $9,070 z_SUV $0 0 $4,415 7 Highly Urban/ Urban

0

0 11

No

z_No M Masters Manager 23 Private $9,920 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/11/51 0 13

No

Yes M Masters Lawyer 53 Private $12,050 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 10 $23,588 No

Yes z_F z_High School Clerical 61 Private $9,500 z_SUV

2

7 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters Manager 37 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

538875785 0 7/7/51 0 13

No

Yes M z_High School Clerical 34 Commercial

Panel Truck

4 $0 11 Highly Urban/ Urban

0 7/7/51 0 10

No $0 z_No M Bachelors Professional 46 Private

Van

3

15 Highly Urban/ Urban

0

0 15

No

Yes M z_High School z_Blue Collar 59 Commercial $19,510 Van $0 0 $0 z_Highly Rural/ Rural

0 7/6/51 0 12

No

Yes M z_High School Clerical 42 Commercial $8,630 Pickup

3

1 Highly Urban/ Urban

0 7/6/51 0 $27,433 No

Yes z_F $34,616

2 $0 6 Highly Urban/ Urban

0 7/6/51 0 12

No $0 z_No M Bachelors Manager 22 Private $1,500 Minivan

2 $0 15 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Manager 34 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0 7/4/51 0 9

No

Yes z_F z_High School Clerical 18 Private $17,630 z_SUV $3,826 4 $3,161 9 Highly Urban/ Urban

0 7/4/51 0 11

No

Yes z_F z_High School z_Blue Collar 53 Commercial $15,790 Minivan

2 $0 7 Highly Urban/ Urban

0

0 14 $7,505 No

Yes z_F z_High School Home Maker 37 Private $14,300 z_SUV

1

Highly Urban/ Urban

0 7/3/51 0 11 No

Yes M Masters Lawyer 39 Private $6,300 Pickup $0 0 $0 20 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F Bachelors Home Maker 24 Private $1,500 Sports Car

2 $3,620 8 Highly Urban/ Urban

0

0 8 No

Yes M z_High School Clerical 68 Commercial $21,270 Van $0 0 $0 10 z_Highly Rural/ Rural

0

0 8

No Yes M z_High School z_Blue Collar 21 Commercial $20,970 Van

3 $0 1 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 25 Private $11,720 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 25 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0 6/23/51 0 12 No

Yes z_F Bachelors z_Blue Collar 34 Private $11,020 z_SUV $8,727 1 $0 10 Highly Urban/ Urban

827178489 0 6/23/51 0 13 $70,682 No $263,905 Yes z_F z_High School z_Blue Collar 25 Commercial $27,800 Pickup $0 0 $2,582 1 Highly Urban/ Urban

0

0 $0 No $0 Yes z_F z_High School Student 25 Commercial $6,300 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 11

No

z_No M Bachelors Manager 35 Private $15,240 Minivan $0 0 $0 11 Highly Urban/ Urban

29607327 0 6/20/51 0 11 $89,404 No $288,123 z_No M Bachelors Manager 35 Private $15,240 Minivan $0 0 $0 11 Highly Urban/ Urban

0 6/20/51 0 0 $0 No $0 z_No z_F Bachelors Home Maker 31 Private $1,500 Sports Car $3,521 1 $0 7 Highly Urban/ Urban

0

0 15 $39,837 No

Yes z_F

0

0 7

No

Yes M z_High School Clerical 38 Private $19,520 Van $0 0 $0 8 Highly Urban/ Urban

0

0 15

No $0 z_No z_F Masters Manager 25 Private $9,200 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 10 $111,405 No

z_No z_F Bachelors Professional 12 Commercial $29,540 Van

1

11 Highly Urban/ Urban

0 6/13/51 0 11

No

Yes z_F Bachelors Professional 32 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 22 Private $7,500 Pickup $0 0 $0 Highly Urban/ Urban

0

0 13 No

Yes z_F Bachelors Manager 62 Private $7,250 Minivan $0 0 $0 Highly Urban/ Urban

0 6/10/51 0 0 $0 No Yes z_F PhD Home Maker 12 Private $15,610 Sports Car $5,316 2 $1,973 14 Highly Urban/ Urban

241644896 0 6/10/51 0 0 No Yes z_F PhD Home Maker 12 Private $11,630 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 12

No $0 z_No z_F

0 6/9/51 0 13

No

Yes M z_High School z_Blue Collar 20 Commercial $17,360 Minivan

2 $0 10 Highly Urban/ Urban

0 6/9/51 0 14

No

Yes M z_High School Manager 24 Commercial

Panel Truck $5,053 3 $0 1 Highly Urban/ Urban

0

0 10

No

Yes z_F

0

0 8

No

Yes z_F Bachelors Professional 48 Private $14,440 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 6/6/51 0 11

No $0 z_No z_F $31,357

1 Highly Urban/ Urban

0 6/6/51 0 6 No

Yes M z_High School Clerical 40 Private $9,950 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

z_No M

0

0 10

No $0 z_No M Bachelors z_Blue Collar 27 Commercial $21,170 Van

2

8 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 55 Commercial $7,050 z_SUV $1,031 2 $0 12 Highly Urban/ Urban

0 6/1/51 0 $7 No $0 z_No z_F z_High School Student 21 Private $6,550 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 6/1/51 0 12

No

Yes z_F Bachelors z_Blue Collar 82 Commercial $14,120 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 7

No

Yes M Masters Lawyer 5 Private $15,550 Minivan $0 0 $0 18 z_Highly Rural/ Rural

207249253 0 5/31/51 0 6

No

Yes z_F Bachelors Clerical 38 Private $6,300 z_SUV

3 $3,682 12 Highly Urban/ Urban

0

0 11

No $0 z_No z_F PhD 44 Commercial $38,550 Panel Truck

3 $0 11 Highly Urban/ Urban

0 5/29/51 0 12

No

Yes M z_High School z_Blue Collar 23 Commercial $17,160 Van

2

1 Highly Urban/ Urban

0

0 13 $312 No

Yes z_F $5,544

1 Highly Urban/ Urban

0 5/28/51 0 12

No

Yes M z_High School z_Blue Collar 57 Commercial $30,470 Minivan

3 $0 8 Highly Urban/ Urban

0

0 7

No

Yes z_F Masters Lawyer 26 Private

Sports Car

2 $0 17 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F PhD Manager 43 Private $20,720 z_SUV

2 $0 24 Highly Urban/ Urban

0

0 6

No $0 z_No M PhD 31 Commercial $7,540 Pickup $0 0 $0 19 Highly Urban/ Urban

0 5/23/51 0 7

No

Yes M z_High School z_Blue Collar 39 Commercial $12,090 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No $0 Yes M Bachelors Student 45 Commercial $6,300 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 5/22/51 0 13

No

z_No M Masters 45 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 48 Private $20,750 Minivan $3,751 1 $0 21 Highly Urban/ Urban

0 5/21/51 0 10

No

Yes M PhD Doctor 21 Private $14,760 Minivan

1 $0 15 Highly Urban/ Urban

0 5/21/51 0 10

No

z_No z_F Bachelors Home Maker 16 Private $20,310 z_SUV

2 $0 9 Highly Urban/ Urban

0

0 11 No

Yes M z_High School z_Blue Collar 45 Commercial $18,370 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 14

No

Yes M Masters Lawyer 52 Private

Minivan $4,824 2 $0 14 Highly Urban/ Urban

0 5/16/51 0 12

No $0 z_No M Bachelors Manager 38 Private $14,950 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes z_F $12,373

2 $0 5 Highly Urban/ Urban

422139546 0 5/15/51 0 14

No

Yes M Masters Lawyer 47 Private $16,200 Minivan $4,751 3 $0 15 Highly Urban/ Urban

0 5/15/51 0 7

No $0 z_No z_F z_High School Clerical 18 Private $6,300 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

0 16

No

Yes z_F PhD Doctor 25 Private $21,640 z_SUV $2,175 2 $0 13 Highly Urban/ Urban

603486842 0 5/14/51 0 16 $203,751 No $504,144 Yes z_F PhD Doctor 30 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 36 Private $19,410 Van $0 0 $0 7 Highly Urban/ Urban

0 5/13/51 0 12

No z_No z_F z_High School z_Blue Collar 31 Commercial $12,090 z_SUV

2

1 Highly Urban/ Urban

0 5/13/51 0 13

No Yes M Masters Professional 26 Commercial

Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 5/13/51 0 11

No $0 z_No M z_High School Professional 48 Commercial $6,440 Minivan $10,000 1

1 Highly Urban/ Urban

113640659 0 5/13/51 0 12

No

Yes z_F z_High School Professional 31 Private $14,140 z_SUV

3

1 Highly Urban/ Urban

1

0 12

No

Yes M PhD 57 Commercial $9,260 z_SUV $5,458 1 $5,728 17 Highly Urban/ Urban

0 5/12/51 0 12

No

Yes M Bachelors z_Blue Collar 17 Commercial $20,730 Van $0 0 $0 5 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 36 Private

Pickup $0 0 $0 8 Highly Urban/ Urban

0 5/11/51 0 8

No $0 z_No M PhD Manager 34 Commercial

Panel Truck

2 $0 13 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Home Maker 49 Private $13,930 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 5/9/51 0 8

No

Yes z_F Masters Lawyer 28 Private $20,660 Pickup $0 0 $0 10 Highly Urban/ Urban

0 5/9/51 0 12

No

Yes z_F Bachelors Professional 37 Private $12,110 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 14

No $176,219 Yes z_F Masters Lawyer 23 Private $10,000 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

0 12

No

z_No M Bachelors z_Blue Collar 50 Private $12,230 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0

No

Yes M z_High School Manager 5 Commercial $11,660 Pickup $1,237 3 $0 7 Highly Urban/ Urban

703676514 0 5/3/51 0 $53,628 No $166,295 Yes M z_High School Manager 5 Private $13,060 Minivan $0 0 $0 7 Highly Urban/ Urban

0 5/3/51 0 15

No $0 z_No M Bachelors Professional 43 Private $13,000 Minivan $4,748 2 $0 10 Highly Urban/ Urban

0

0 13 $65,359 No $0 z_No z_F Masters Lawyer 35 Private $12,840 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 12 $106,409 No Yes z_F Bachelors Professional 25 Private $18,900 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

z_No z_F Masters Manager 27 Private $15,950 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

0 8

No

z_No M Masters Professional 27 Private

Minivan $0 0 $0 21 z_Highly Rural/ Rural

419976048 0

0 0 $0 No $0 z_No M

419976048 0 4/27/51 0 No $0 z_No M $3,909

1 z_Highly Rural/ Rural

0 4/27/51 0 8 $66,702 No

Yes z_F Masters Lawyer 24 Private $15,580 z_SUV $0 0 $0 21 z_Highly Rural/ Rural

0

0 15

No

Yes M Masters Manager 21 Private $15,590 Minivan $0 0 $0 18 Highly Urban/ Urban

0 4/24/51 0

No

Yes M PhD 66 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0 4/24/51 0 11

No

Yes M Bachelors Manager 26 Private $6,300 Pickup $3,790 4 $0 13 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 29 Private $16,970 Van $0 0

9 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 5 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 12

No

Yes M Masters 24 Commercial $30,630 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 34 Private $6,300 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 4/19/51 0 6 No

Yes z_F Masters Manager 39 Private $27,530 Minivan $0 0 $0 20 Highly Urban/ Urban

0

0 12

No

Yes M

0

0 11

No

Yes z_F PhD Home Maker 44 Private $19,510 z_SUV

3 $0 19 z_Highly Rural/ Rural

0

1 13

Yes

z_No M Masters Professional 26 Commercial $12,100 Pickup

3 $0 15 Highly Urban/ Urban

0 4/14/51 0 10

No

Yes M Masters Manager 13 Commercial $17,760 Van

3 $0 11 Highly Urban/ Urban

0 4/14/51 0 10

No $0 z_No z_F Bachelors Professional 36 Private $6,300 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10

No

z_No M Masters Lawyer 66 Private $5,980 Pickup $0 0

14 Highly Urban/ Urban

547061152 0

0 12

No $0 z_No z_F Bachelors Manager 26 Private $28,830 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Bachelors Professional 39 Private $21,420 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 4/10/51 0 12

No $0 z_No M Masters 31 Commercial $6,300 Pickup $0 0 $2,702 20 Highly Urban/ Urban

278669113 0 4/10/51 0 $144,922 No $0 z_No M Masters 31 Commercial

Panel Truck $0 0

20 Highly Urban/ Urban

0

0 11

No

z_No z_F PhD Doctor 41 Private $21,970 Minivan $0 0 $0 25 Highly Urban/ Urban

0

0 6

No

Yes M Bachelors Professional 57 Private $14,060 Minivan $3,868 1

6 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 48 Commercial $8,460 Pickup

2 $0 1 Highly Urban/ Urban

0 4/3/51 0 12

No

Yes M Bachelors Manager 35 Private $15,700 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes M Masters 36 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Lawyer 26 Private $14,940 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Professional 37 Private $7,210 Minivan $0 0 $0 12 Highly Urban/ Urban

0 3/31/51 0 14

No

Yes z_F Masters Manager 25 Private $24,700 Minivan $0 0 $0 15 Highly Urban/ Urban

767748589 0 3/31/51 0 10

No z_No z_F Bachelors Professional 38 Private $23,900 Pickup

3 $0 7 Highly Urban/ Urban

0

0 8

No

Yes M PhD 12 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 3/28/51 0 7

No $0 z_No M Bachelors Clerical 21 Private $6,400 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

0 8

No Yes z_F z_High School Clerical 43 Private $7,090 Sports Car

3 $0 1 Highly Urban/ Urban

0 3/26/51 0 6

No Yes M Bachelors Professional 55 Commercial $16,840 Van $2,605 3 $0 8 Highly Urban/ Urban

241109397 0 3/26/51 0 6 $105,356 No Yes M Bachelors Professional 55 Private $16,840 Van $0 0 $0 8 Highly Urban/ Urban
119860783 0

0 13

No Yes M

Pickup $0 0

6 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 20 Commercial $11,210 Pickup

2

6 Highly Urban/ Urban

877774863 0

0 16

No

Yes z_F Bachelors Professional 13 Private $7,640 Sports Car $0 0 $0 1 Highly Urban/ Urban

1

1 14

Yes

z_No z_F Masters Lawyer 40 Private $7,600 Sports Car

2

14 Highly Urban/ Urban

0

0 10

No z_No z_F z_High School Professional 30 Private $10,420 z_SUV

2 $0 4 Highly Urban/ Urban

78448715 0 3/17/51 0 12

No

Yes z_F

0

0 12

No

Yes z_F z_High School z_Blue Collar 29 Commercial $6,300 z_SUV $0 0 $5,600 12 Highly Urban/ Urban

0 3/15/51 0 12

No $0 z_No M Bachelors Professional 28 Commercial $18,340 Van

4 $0 9 Highly Urban/ Urban

0

0 10

No

Yes M z_High School Clerical 42 Private $6,640 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/14/51 0 11

No $0 z_No M Bachelors z_Blue Collar 40 Commercial $13,030 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Manager 5 Private $1,500 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 12

No z_No z_F Masters Lawyer 20 Private $8,020 z_SUV $3,660 2 $0 18 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors z_Blue Collar 39 Private $15,790 Minivan $0 0 $0 Highly Urban/ Urban

0 3/8/51 0 9

No

Yes M z_High School z_Blue Collar 37 Commercial $11,640 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/8/51 0 13

No

Yes M Masters 42 Commercial $22,930 Panel Truck $0 0

17 Highly Urban/ Urban

290532681 0

0 5

No

Yes z_F Masters Manager 39 Private $15,590 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 3/7/51 1 3

No

Yes z_F Bachelors Manager 16 Private $14,350 z_SUV $0 0 $0 1 Highly Urban/ Urban

290532681 0 3/7/51 0 5 $92,868 No $256,927 Yes z_F Masters Manager 31 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 11

No

Yes M $1,686

2 $0 1 Highly Urban/ Urban

0 3/6/51 0 14

No

Yes z_F Masters Lawyer 38 Private $30,600 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 3/6/51 0 6 $18,651 No Yes M z_High School Home Maker 38 Private $27,430 Minivan $0 0 $0 Highly Urban/ Urban

0

0 12

No

z_No z_F Masters Lawyer 45 Private $20,360 z_SUV $6,710 1 $4,193 16 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School z_Blue Collar 29 Commercial $18,090 Minivan $0 0 $0 5 Highly Urban/ Urban

0 3/3/51 0 6

No

Yes M z_High School Clerical 35 Private $9,830 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/3/51 0 11

No $0 z_No z_F z_High School z_Blue Collar 46 Commercial $22,700 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

601454546 0 3/3/51 0 13 $34,351 No $0 z_No z_F z_High School z_Blue Collar 29 Commercial

Pickup $0 0 $0 5 Highly Urban/ Urban

0 3/3/51 0 12 No $0 z_No z_F Bachelors Professional 5 Private $13,690 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F Bachelors Professional 42 Private

Sports Car $2,860 1

9 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Lawyer 43 Private $13,140 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/1/51 0 13

No Yes z_F $4,635

4 Highly Urban/ Urban

0 3/1/51 0 10

No

Yes M z_High School Clerical 18 Private $25,250 Minivan

3 $0 Highly Urban/ Urban

0 2/26/51 0 16

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $18,940 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0

No $0 z_No z_F Masters Manager 37 Private $19,710 Minivan $0 0 $0 15 Highly Urban/ Urban

136051346 0 2/23/51 0 $64,286 No $0 z_No z_F Masters Manager 37 Commercial

Panel Truck $4,423 2 $0 15 Highly Urban/ Urban

0 2/21/51 0 10

No

Yes M Masters 19 Commercial $6,640 Pickup $0 0 $0 15 Highly Urban/ Urban

0 2/21/51 0 12

No

Yes z_F z_High School Clerical 14 Private $20,040 Minivan $0 0 $0 1 Highly Urban/ Urban

291961707 0 2/21/51 0 8

No

Yes z_F Bachelors Manager 32 Private $9,820 z_SUV $0 0 $0 10 Highly Urban/ Urban

291961707 0 2/21/51 0 8 $47,288 No $191,476 Yes z_F Bachelors Manager 32 Private $5,120 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/20/51 0 10

No

Yes z_F

0

0 7

No

Yes M z_High School Professional 37 Private $16,320 Van $0 0 $0 9 Highly Urban/ Urban

0 2/19/51 0 0 $0 No

z_No z_F Masters Home Maker 20 Private $8,470 Sports Car

2 $0 22 Highly Urban/ Urban

0 2/18/51 0 11

No

z_No z_F z_High School z_Blue Collar 5 Commercial $3,470 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 2/18/51 0 14

No

Yes M

0 2/18/51 0 11

No

Yes M Masters 60 Commercial $17,990 Van $0 0 $0 15 z_Highly Rural/ Rural

0

0 13

No

Yes M Masters Lawyer 26 Private $13,190 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Manager 5 Private $17,270 Sports Car

1 $0 1 Highly Urban/ Urban

0 2/16/51 0 10

No

Yes z_F PhD Manager 30 Commercial $39,720 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 2/15/51 0 14

No $0 z_No M Bachelors Manager 60 Private $21,340 Minivan $0 0

13 Highly Urban/ Urban

0 2/14/51 0 6 $93,543 No

Yes M z_High School z_Blue Collar 9 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/14/51 0 11

No

Yes z_F z_High School Clerical 29 Private $11,690 Sports Car

3

1 Highly Urban/ Urban

0 2/13/51 0 11

No

z_No z_F Bachelors z_Blue Collar 41 Private $21,030 Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/12/51 0 13

No

z_No M PhD Manager 31 Commercial

Panel Truck

1 $0 6 Highly Urban/ Urban

0 2/12/51 0 0 $0 No

Yes z_F z_High School Home Maker 13 Private $1,500 Sports Car

4 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD Lawyer 52 Private $14,880 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/10/51 0 15

No

Yes z_F PhD Home Maker 12 Private

Van $0 0 $0 20 Highly Urban/ Urban

0 2/10/51 0 0 $0 No

z_No z_F Bachelors Home Maker 51 Private $17,630 z_SUV

1 $0 11 Highly Urban/ Urban

0 2/8/51 0 14

No Yes M z_High School Clerical 48 Commercial $26,460 Panel Truck

2 $0 1 z_Highly Rural/ Rural

0 2/8/51 0 9

No $0 z_No M Masters 36 Commercial $17,680 Van

3

18 Highly Urban/ Urban

0 2/8/51 0 7

No $0 z_No M PhD 65 Commercial $27,670 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0 2/7/51 0 11

No

z_No z_F PhD 47 Commercial $28,380 Pickup $0 0 $0 17 Highly Urban/ Urban

0 2/7/51 0 13 No

Yes M Bachelors Professional 26 Private $8,380 Pickup $0 0 $0 13 Highly Urban/ Urban

63207789 0 2/6/51 0 12 $64,916 No

Yes M Bachelors z_Blue Collar 34 Commercial $12,790 Minivan $0 0 $0 11 Highly Urban/ Urban

63207789 0 2/6/51 0 12 $64,916 No $282,967 Yes M Bachelors z_Blue Collar 18 Commercial $6,200 Pickup

1 $0 11 Highly Urban/ Urban

0 2/6/51 0 14

No

Yes z_F Bachelors z_Blue Collar 61 Commercial $18,490 z_SUV

1 $1,853 7 Highly Urban/ Urban

0 2/2/51 0 12

No

Yes z_F Bachelors Professional 24 Private $16,310 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/2/51 0 10

No $0 z_No M Bachelors z_Blue Collar 64 Commercial $12,170 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 2/2/51 0 10

No $0 z_No M z_High School z_Blue Collar 48 Commercial $16,280 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/2/51 0 12

No

Yes z_F

1

8 Highly Urban/ Urban

96249983 0 2/2/51 0 10

No

z_No M Masters Lawyer 40 Private

Minivan $4,939 3 $0 17 Highly Urban/ Urban

836216326 0 2/2/51 0 12 $49,551 No $218,904 Yes z_F Bachelors Professional 24 Private $6,300 z_SUV $6,130 1 $1,133 Highly Urban/ Urban

0 2/1/51 0 8

No

Yes z_F z_High School Manager 52 Private $13,970 z_SUV

2 $0 11 Highly Urban/ Urban

0 1/29/51 0 11

No $0 z_No z_F Masters Manager 39 Commercial $23,510 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Doctor 12 Private $20,450 z_SUV $0 0 $0 Highly Urban/ Urban

0 1/28/51 0 10

No $0 z_No M Masters 52 Commercial $28,090 Panel Truck $4,436 2 $0 16 Highly Urban/ Urban

831574245 0 1/28/51 0 11

No

z_No z_F $6,645

3 $0 3 Highly Urban/ Urban

0 1/27/51 0 14

No $0 z_No z_F z_High School Manager 32 Private

z_SUV

3

1 Highly Urban/ Urban

299535182 0

0 10

No $0 z_No z_F PhD Doctor 27 Private $22,390 Van

2 $0 1 Highly Urban/ Urban

0 1/23/51 0 13

No

Yes z_F PhD Manager 5 Private $18,370 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Student 64 Private $10,150 z_SUV $18,535 1 $0 7 Highly Urban/ Urban

0

0 11

No

z_No M Masters Lawyer 46 Private $14,130 Minivan

2 $0 17 Highly Urban/ Urban

0 1/20/51 0 7

No

z_No z_F Masters Lawyer 5 Private $6,300 z_SUV

2 $0 15 Highly Urban/ Urban

0 1/20/51 0 8

No $117,343 Yes z_F z_High School Clerical 38 Private $26,370 Pickup $0 0 $0 7 Highly Urban/ Urban

0 1/18/51 0 12 $7,535 No $0 Yes M

0

0 11

No

Yes M

0 1/16/51 0 12

No $0 z_No M

270029813 0 1/16/51 0 12 $42,156 No z_No M

0 1/16/51 0 12

No

Yes z_F PhD Doctor 13 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

1 13

No $184,181 Yes z_F z_High School Professional 48 Private $15,190 Minivan $4,848 3 $0 1 Highly Urban/ Urban

0 1/14/51 0 11 No z_No z_F

0 1/14/51 0 11

No

Yes z_F Masters Lawyer 5 Private $19,200 Minivan $0 0 $0 18 Highly Urban/ Urban

0 1/13/51 0 9

No

Yes z_F z_High School z_Blue Collar 9 Commercial $11,230 z_SUV $0 0 $6,452 1 Highly Urban/ Urban

0 1/13/51 0 8

No $0 z_No M Bachelors Manager 84 Private $15,660 Minivan

3 $0 8 Highly Urban/ Urban

0 1/13/51 0 12

No

Yes M z_High School z_Blue Collar 44 Commercial $14,610 Minivan $0 0 $0 9 z_Highly Rural/ Rural

964324469 0 1/13/51 0 5 $97,212 No

z_No M Bachelors z_Blue Collar 51 Commercial $1,500 Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/10/51 0 8

No $0 z_No z_F Bachelors Professional 51 Private $13,240 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/10/51 0 11

No

z_No z_F z_High School z_Blue Collar 5 Commercial $12,040 Sports Car $5,396 1

1 Highly Urban/ Urban

886539014 0 1/10/51 0 11 $65,240 No $189,120 z_No z_F z_High School z_Blue Collar 5 Commercial $8,020 z_SUV

1 $7,619 1 Highly Urban/ Urban

0 1/7/51 0 14

No

Yes M z_High School Clerical 28 Private $9,230 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 1/7/51 0 12

No

z_No z_F z_High School Professional 34 Private $7,910 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/6/51 0 10

No

Yes M Masters 23 Commercial $23,420 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 1/6/51 0 8

No

Yes M Masters Lawyer 53 Private $14,740 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Lawyer 35 Private $11,330 z_SUV $3,396 3 $0 1 Highly Urban/ Urban

0 1/5/51 0 11

No

z_No M Bachelors Clerical 33 Commercial $6,300 Pickup $3,699 1 $0 9 Highly Urban/ Urban

0 1/3/51 0 10 No $0 z_No z_F Bachelors Professional 43 Private $24,150 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 1/3/51 0 15

No

Yes z_F z_High School z_Blue Collar 31 Commercial $6,410 z_SUV

3

1 Highly Urban/ Urban

0 1/1/51 0 10

No

Yes z_F Masters Lawyer 32 Private $11,550 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/1/51 0 13

No

z_No z_F Masters Lawyer 24 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/1/51 0 17 $23,080 No

Yes M z_High School Professional 28 Private $8,610 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 5 Private $11,920 z_SUV $0 0 $0 1 Highly Urban/ Urban

84153294 0

0 10

No

Yes M z_High School Clerical 10 Commercial $17,030 Van $0 0 $0 1 z_Highly Rural/ Rural

169535646 0

0 14 $1,613 No

Yes M Bachelors Home Maker 35 Commercial $32,260 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 12/28/50 0 13

No Yes M z_High School z_Blue Collar 55 Commercial $17,610 Van $0 0 $0 1 Highly Urban/ Urban

0

0

No Yes M Bachelors z_Blue Collar 40 Commercial $14,740 Minivan $2,878 2 $0 10 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 24 Private $19,250 Sports Car

2 $0 1 Highly Urban/ Urban

0 12/22/50 0 16

No

Yes M z_High School z_Blue Collar 8 Commercial $13,520 Minivan $0 0 $0 1 Highly Urban/ Urban

186788748 0 12/22/50 0 0 $0 No $105,542 Yes z_F z_High School Home Maker 24 Private $6,920 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 0 $0 No

z_No M Bachelors Student 44 Commercial $7,220 Pickup $0 0 $0 7 z_Highly Rural/ Rural

67299017 0 12/20/50 0 9

No $0 Yes z_F

0

0 10

No $0 z_No z_F PhD Doctor 59 Private $8,260 Sports Car $6,682 3 $0 18 Highly Urban/ Urban

0 12/19/50 0 10

No $0 z_No M Masters 34 Commercial $24,380 Panel Truck $3,233 3 $3,760 11 Highly Urban/ Urban

452807843 0 12/19/50 0 10 $111,305 No $0 z_No z_F PhD Doctor 59 Private $17,430 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 25 Commercial $15,730 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/17/50 0 13

No

Yes M Masters 38 Commercial

Van $0 0 $0 z_Highly Rural/ Rural

685003524 0 12/17/50 0 13 $132,869 No $393,765 Yes M Masters 38 Commercial $34,800 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

0 14

No

Yes z_F Masters Lawyer 36 Private $11,130 z_SUV $8,250 1 $0 14 Highly Urban/ Urban

0

0 8

No $0 z_No M Masters Lawyer 43 Private $19,220 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 0 $0 No z_No z_F Masters Home Maker 37 Private $6,300 Sports Car $2,460 1 $361 12 Highly Urban/ Urban

0

0 9

No Yes M z_High School z_Blue Collar 39 Commercial $10,850 Pickup

3 $0 1 Highly Urban/ Urban

0

0

No

Yes z_F Bachelors Home Maker 63 Private

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

0 13

No

Yes M Masters Professional 60 Private $14,110 Minivan $0 0 $0 12 Highly Urban/ Urban

435674598 0 12/6/50 0 13

No

Yes z_F Bachelors Clerical 40 Private $3,200 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

504800653 0 12/6/50 0 13 $120,483 No $358,643 Yes M Masters Professional 60 Private $6,100 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Clerical 18 Commercial $10,450 Pickup $3,830 1

6 Highly Urban/ Urban

0

0 10

No z_No z_F

1

1 Highly Urban/ Urban

0 12/4/50 0 13

No $0 z_No z_F Bachelors Manager 31 Private $7,710 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

0 10

No $0 z_No z_F

0

0 8

No

Yes z_F z_High School Manager 37 Private $14,130 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 12 No

Yes M z_High School z_Blue Collar 39 Commercial $11,070 Pickup $0 0 $4,002 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F Bachelors Manager 36 Commercial

Van $0 0

7 Highly Urban/ Urban

0

0 10

No

z_No z_F

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 5 Private $8,640 z_SUV $0 0 $0 1 Highly Urban/ Urban

185505417 0 11/28/50 0 0 No $0 z_No z_F z_High School Home Maker 5 Private $10,220 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Masters Professional 46 Private $27,700 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 11/27/50 0 11

No $0 z_No M Masters 31 Commercial $22,550 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 11/27/50 0 12

No

Yes z_F Masters Lawyer 24 Private $28,270 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 11/27/50 0 10 No

Yes M Masters 18 Commercial

Panel Truck $0 0 $0 18 Highly Urban/ Urban

0

0 12 No

z_No M Bachelors Manager 31 Private $14,040 Minivan

2 $0 8 Highly Urban/ Urban

0 11/25/50 0 6

No

Yes M z_High School Clerical 37 Private $13,710 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 50 Private $8,660 Sports Car $8,363 2 $0 Highly Urban/ Urban

0 11/24/50 0 11

No

z_No z_F z_High School z_Blue Collar 33 Private $28,610 Minivan $6,936 2 $0 1 Highly Urban/ Urban

0 11/24/50 0 11

No

Yes z_F z_High School Professional 49 Private $19,810 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 11/24/50 0 11

No

z_No z_F z_High School z_Blue Collar 16 Commercial $8,850 z_SUV $0 0

1 Highly Urban/ Urban

0

0 2

No

Yes z_F z_High School Professional 9 Private $22,490 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 10 $48,737 No

Yes M Bachelors Manager 24 Private $11,220 Pickup $0 0 $0 1 Highly Urban/ Urban

0 11/22/50 0 0 $0 No $0 Yes M z_High School Student 30 Commercial $10,940 Pickup $0 0 $1,710 12 z_Highly Rural/ Rural

0

0 12 $93,658 No

Yes M Bachelors Professional 33 Commercial $18,050 Van $0 0 $0 10 Highly Urban/ Urban

0 11/21/50 0 13

No z_No M PhD Doctor 39 Private $14,630 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 2

No

Yes z_F Masters Lawyer 15 Private $14,150 Sports Car $0 0 $0 20 Highly Urban/ Urban

0

0 14

No

Yes M

0 11/17/50 0 12

No

Yes z_F z_High School z_Blue Collar 29 Commercial $14,760 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

Yes M Bachelors Professional 44 Private $16,160 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 9

No

Yes z_F Masters Lawyer 8 Private $6,360 z_SUV $0 0 $0 20 Highly Urban/ Urban

0

0 13

No

Yes M $39,892

3

1 Highly Urban/ Urban

0 11/12/50 0 0 $0 No $0 Yes M z_High School Student 30 Commercial $19,120 Van

1 $0 1 Highly Urban/ Urban

445009433 0 11/12/50 0 13 $28,592 No $183,206 Yes M

1 Highly Urban/ Urban

0

0 7

No

Yes M PhD Manager 52 Commercial

Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 56 Private $16,350 Van

2

16 Highly Urban/ Urban

0 11/10/50 0 8

No

z_No z_F z_High School Professional 61 Private

z_SUV $0 0

1 z_Highly Rural/ Rural

0

0 11

No

z_No z_F $4,802

7 Highly Urban/ Urban

0

0 11

No

Yes z_F

0 11/8/50 0 13

No $0 z_No M Bachelors Professional 5 Private $13,950 Minivan $0 0 $0 11 Highly Urban/ Urban

0 11/8/50 0 13

No $0 z_No M z_High School z_Blue Collar 32 Commercial $19,390 Van $0 0 $3,643 1 Highly Urban/ Urban

0 11/8/50 0 10 No $209,679 Yes z_F z_High School z_Blue Collar 50 Commercial $17,190 Sports Car $8,174 2

1 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Lawyer 28 Private $12,440 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 26 Private $26,650 Minivan $0 0 $0 15 z_Highly Rural/ Rural

619566934 0 11/6/50 0 11

No

Yes z_F Masters Manager 29 Private $21,780 Minivan $0 0 $0 10 Highly Urban/ Urban

0 11/6/50 0 13

No

z_No z_F Masters Manager 14 Private $17,820 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Professional 31 Private $1,500 Minivan $5,064 2 $0 13 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 41 Private $13,410 Minivan

4 $0 14 Highly Urban/ Urban

0

0 12

No

z_No M Masters Lawyer 38 Private $13,800 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Manager 24 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 12 No

Yes M z_High School z_Blue Collar 14 Commercial $11,250 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors z_Blue Collar 25 Commercial $21,600 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 $47,513 No $0 z_No M Masters 16 Commercial $6,400 Pickup $8,052 1 $0 12 Highly Urban/ Urban

784446461 0 10/30/50 0 $47,513 No $0 z_No M Masters 16 Private $7,620 Pickup

3

12 Highly Urban/ Urban

0

0 12

No

Yes M Masters Professional 73 Private $20,140 Van $0 0 $0 13 Highly Urban/ Urban

0

0 14

No $0 z_No M

10755990 0 10/27/50 0 14 $54,639 No $0 z_No M

0 10/27/50 0 0 $0 No $0 z_No z_F Bachelors Student 16 Commercial $8,820 Pickup

3 $1,911 9 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Professional 17 Private

Minivan

5 $0 8 Highly Urban/ Urban

0 10/26/50 0 13 No

Yes M Masters Manager 32 Private $27,820 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 0 $0 No

Yes M z_High School Student 5 Private $4,190 Minivan $4,870 1 $0 8 Highly Urban/ Urban

0

0 12

No

Yes z_F

0

0 8

No

Yes z_F PhD Doctor 17 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/23/50 0 12

No $0 z_No M Bachelors Manager 15 Private $6,400 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 55 Private $19,810 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 10/22/50 0 15

No

Yes z_F z_High School z_Blue Collar 39 Commercial $23,790 Sports Car

1 $0 5 Highly Urban/ Urban

0 10/22/50 0 5

No $0 z_No z_F Masters Lawyer 28 Private $6,650 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0 7

No

z_No z_F Masters Manager 72 Private $7,690 z_SUV

2 $0 19 Highly Urban/ Urban

0

0 6

No

Yes z_F PhD Doctor 8 Private $23,790 Minivan $0 0 $0 15 Highly Urban/ Urban

0 10/15/50 0 13

No $0 z_No z_F $13,650

z_SUV

3 $1,158 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $18,020 z_SUV $0 0 $5,704 16 Highly Urban/ Urban

0 10/14/50 0 13

No

Yes z_F Masters Home Maker 24 Private $6,390 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0 10/14/50 0 0

No

Yes M z_High School Clerical 38 Private $15,930 Minivan

3 $0 8 Highly Urban/ Urban

0 10/14/50 0 0 $0 No $0 z_No M z_High School Student 38 Commercial $6,400 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

0 0 $0 No

z_No z_F Bachelors Home Maker 63 Private $8,420 z_SUV $3,721 2 $0 12 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 22 Private $14,380 z_SUV $0 0 $0 9 Highly Urban/ Urban

434092377 0

0 12

No

z_No z_F z_High School z_Blue Collar 60 Commercial $11,910 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No $0 Yes M z_High School Student 28 Commercial $14,900 Minivan $0 0

11 Highly Urban/ Urban

0 10/8/50 0 9

No

Yes M Bachelors Manager 39 Commercial $17,870 Van $0 0 $0 11 Highly Urban/ Urban

562116386 0 10/8/50 0 9 $114,679 No $342,865 Yes M Bachelors Manager 55 Private $6,300 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Manager 5 Commercial $21,450 Van $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters Lawyer 28 Private $18,130 Van

2 $0 15 Highly Urban/ Urban

0

0 7

No $0 z_No M Masters 69 Commercial $6,400 Pickup $0 0 $0 16 Highly Urban/ Urban

871732998 0 10/3/50 0 7 $176,866 No $0 z_No M Masters 69 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 13

No

Yes M $33,990

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0 10/1/50 0 11 No

Yes M PhD Doctor 44 Private $16,790 Van $4,670 2 $0 18 Highly Urban/ Urban

0 10/1/50 0 9

No

z_No M Bachelors Professional 17 Private $7,540 Minivan $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Manager 23 Private $6,500 Pickup

1 $0 7 Highly Urban/ Urban

0 9/29/50 0 6

No

z_No M

0

0 15

No

Yes M

0

0 11

No

Yes z_F Masters Manager 30 Private $15,720 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 9

No

z_No z_F Masters Lawyer 30 Private $7,350 Sports Car

1

7 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F PhD Home Maker 29 Private $18,110 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/23/50 0 2

No

Yes M Bachelors Professional 24 Private $14,530 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 2

No

Yes M Masters 40 Commercial $27,910 Panel Truck

1 $0 15 Highly Urban/ Urban

0

0 12

No z_No M Bachelors Professional 26 Commercial $25,950 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 9/21/50 0 11

No

z_No z_F Bachelors Professional 24 Private

Pickup $0 0 $0 3 Highly Urban/ Urban

0

0 12 $61,790 No

z_No z_F Bachelors Manager 51 Private $12,580 z_SUV $0 0 $943 15 Highly Urban/ Urban

0

0 8 No $0 z_No M Masters Lawyer 26 Private $12,910 Minivan $0 0 $0 17 Highly Urban/ Urban

0 9/17/50 0 15

No $0 Yes z_F z_High School Student 35 Private $9,700 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 9/17/50 0 0 $0 No $0 Yes z_F Bachelors Student 31 Private $10,930 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No M z_High School Student 64 Private $2,630 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 9/16/50 0 10

No

z_No M PhD 9 Commercial $19,340 Van $5,059 1 $0 14 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Manager 17 Private $8,510 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 15

No

Yes M z_High School z_Blue Collar 9 Commercial $12,330 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/10/50 0 10

No

z_No M Masters Lawyer 32 Private $25,630 Minivan $0 0 $0 13 Highly Urban/ Urban

40203197 0

0 12

No

Yes z_F Masters Lawyer 34 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Manager 28 Private $17,240 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 9/8/50 0 10

No $0 z_No M z_High School z_Blue Collar 48 Commercial $15,480 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 9/8/50 0 16

No

Yes M z_High School z_Blue Collar 20 Private

Pickup $0 0 $2,928 11 Highly Urban/ Urban

117704348 0 9/8/50 0 16 $25,371 No $143,256 Yes M z_High School z_Blue Collar 10 Private $9,030 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M

0

0 9 No $0 z_No M PhD 31 Commercial

Panel Truck $34,351 2 $0 18 Highly Urban/ Urban

0 9/5/50 0 13

No $0 z_No z_F Bachelors Manager 43 Private $12,850 z_SUV $4,761 2 $0 Highly Urban/ Urban

526211632 0 9/5/50 0 12 $54,691 No

z_No z_F Masters 73 Commercial

Pickup

3 $0 16 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 21 Commercial $8,910 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 13

No

z_No z_F Bachelors z_Blue Collar 45 Commercial $21,320 z_SUV

1 $0 10 Highly Urban/ Urban

0 9/2/50 0 0 No Yes z_F

z_SUV

2 $0 7 Highly Urban/ Urban

0

0 8 $1,133 No

Yes z_F

0 9/1/50 0 11

No $0 z_No z_F PhD Doctor 46 Private $13,190 z_SUV $2,516 4

19 Highly Urban/ Urban

0 9/1/50 0 12

No

Yes M Bachelors Professional 30 Private $15,590 Minivan $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 34 Private $29,650 Pickup $0 0 $0 14 Highly Urban/ Urban

283577004 0

0 11

No $0 z_No M Bachelors z_Blue Collar 24 Commercial $23,780 Panel Truck

1 $3,930 13 Highly Urban/ Urban

0 8/30/50 0 9

No

Yes M PhD 50 Commercial $27,460 Panel Truck $0 0 $0 21 Highly Urban/ Urban

283577004 0 8/30/50 0 11 $65,659 No $0 z_No M Bachelors z_Blue Collar 40 Private $12,880 Minivan

2 $0 13 Highly Urban/ Urban

0

1 15

No

Yes M Masters Professional 23 Commercial $6,400 Pickup $0 0 $0 23 Highly Urban/ Urban

0

0 5

No

z_No M PhD Manager 10 Commercial $23,570 Panel Truck

1 $0 9 Highly Urban/ Urban

0 8/27/50 0 9

No

z_No M z_High School z_Blue Collar 41 Commercial $6,400 Pickup $0 0

1 Highly Urban/ Urban

0 8/27/50 0 12 No

z_No z_F z_High School z_Blue Collar 31 Commercial $11,040 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 12

No $0 Yes z_F z_High School Student 33 Commercial $21,100 Minivan $0 0 $0 7 Highly Urban/ Urban

793707317 0 8/26/50 0 12 $33,303 No $0 Yes z_F z_High School Student 33 Commercial $19,940 z_SUV $5,393 2 $0 7 Highly Urban/ Urban

0 8/26/50 0

No $0 z_No M PhD Doctor 35 Private

Minivan $0 0 $0 25 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 29 Private $17,220 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 8/23/50 0 14 No

Yes M PhD 10 Commercial $45,680 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 32 Commercial $10,260 z_SUV

2

1 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $14,360 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 13

No $0 z_No z_F PhD Doctor 31 Private $19,080 Sports Car

3 $0 12 Highly Urban/ Urban

0 8/19/50 0 8

No $0 z_No M Masters 31 Commercial $11,890 Pickup $0 0 $0 1 Highly Urban/ Urban

0 8/19/50 0 11 No

Yes M z_High School Clerical 8 Private $8,730 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School Manager 35 Private $15,680 Minivan $0 0 $0 10 Highly Urban/ Urban

0 8/18/50 0 10

No Yes z_F z_High School Professional 70 Private $12,580 z_SUV $2,856 1 $0 8 Highly Urban/ Urban

0 8/18/50 0 9 $54,108 No

Yes M z_High School Clerical 35 Private $23,780 Minivan

2 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M $4,794

3 $0 1 Highly Urban/ Urban

0 8/17/50 0 10

No

Yes z_F PhD Doctor 25 Private $27,010 Minivan $0 0 $0 14 Highly Urban/ Urban

0 8/17/50 1 14

No

Yes M z_High School z_Blue Collar 16 Commercial $12,500 Minivan

1

7 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 12 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Professional 40 Private $13,050 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 7

No

Yes z_F PhD Manager 40 Private $6,400 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 8/13/50 0 11

No $0 z_No z_F PhD Doctor 40 Private $24,670 Pickup $0 0 $0 14 Highly Urban/ Urban

0 8/13/50 0 12

No $0 z_No z_F $10,846

2 $0 9 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 8 Private $6,810 z_SUV $0 0 $0 4 Highly Urban/ Urban

0

0 15

No

Yes M z_High School Manager 56 Private $19,510 Van

1 $0 5 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Bachelors z_Blue Collar 30 Commercial $10,240 z_SUV $2,144 3 $0 15 Highly Urban/ Urban

0 8/10/50 0 12

No $0 z_No M $5,416

1 $0 6 Highly Urban/ Urban

0

0

No $0 z_No M Masters Manager 19 Commercial $27,820 Panel Truck

1 $0 17 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $19,020 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0 8/7/50 0 7

No

Yes M Masters Lawyer 67 Private $19,590 Minivan $0 0 $0 9 Highly Urban/ Urban

0 8/7/50 0 14

No

Yes M Masters Lawyer 5 Private $15,730 Minivan $0 0 $0 16 Highly Urban/ Urban

747557690 1

0 6

No

Yes M Masters Lawyer 22 Private $9,260 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 6

No

z_No M Bachelors Manager 34 Private $16,460 Van

2 $0 Highly Urban/ Urban

0 8/4/50 0 15

No

z_No M Bachelors Professional 39 Commercial

Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 13

No Yes z_F Masters Lawyer 31 Private

z_SUV

1 $0 14 Highly Urban/ Urban

33602024 0 8/1/50 0 9

No

z_No z_F Bachelors Home Maker 38 Private $9,840 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 14

No $180,525 Yes M Masters Lawyer 32 Private $10,320 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0

0 10

No $0 z_No M z_High School z_Blue Collar 28 Commercial $21,130 Van

2

1 Highly Urban/ Urban

660894129 0 7/30/50 0 0 $0 No $0 z_No M z_High School Student 60 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

551754915 0 7/30/50 0 10 No z_No z_F z_High School z_Blue Collar 24 Commercial $18,430 z_SUV

2 $5,161 9 Highly Urban/ Urban

0 7/30/50 0 13

No

Yes M Bachelors Professional 6 Private $10,450 Pickup

1 $0 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Professional 12 Private $19,840 z_SUV $0 0 $0 Highly Urban/ Urban

638536907 0 7/29/50 0 15 $107,375 No $332,673 Yes z_F Bachelors Professional 12 Commercial

Pickup $0 0 $0 Highly Urban/ Urban

638536907 0 7/29/50 0 15 $107,375 No $332,673 Yes z_F Bachelors Professional 12 Private $18,390 Minivan $0 0 $0 Highly Urban/ Urban
946150116 0

0 15

No $0 z_No M z_High School z_Blue Collar 39 Commercial $15,240 Minivan $0 0 $0 7 z_Highly Rural/ Rural

946150116 0 7/28/50 0 15 $26,988 No $0 z_No M z_High School z_Blue Collar 50 Commercial $11,440 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

0 8

No $133,175 Yes M z_High School z_Blue Collar 63 Commercial $6,400 Pickup

1

6 Highly Urban/ Urban

0

0 14

No

Yes M PhD Doctor 17 Private $18,720 Van $0 0 $0 8 Highly Urban/ Urban

536604822 0 7/23/50 0

No

Yes M Masters 35 Commercial $29,550 Panel Truck $0 0 $0 19 z_Highly Rural/ Rural

0

0 14

No

Yes z_F z_High School Manager 7 Private $16,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No

z_No M Masters Lawyer 25 Private $23,750 Minivan

2 $0 14 Highly Urban/ Urban

0 7/20/50 0 10

No

z_No M Bachelors Manager 37 Private $20,240 Van $2,758 1 $0 1 Highly Urban/ Urban

0

0 10

No

z_No z_F $36,189

3

Highly Urban/ Urban

0

0 11

No Yes M PhD 53 Commercial $7,940 Pickup

2

15 Highly Urban/ Urban

0

0 10

No z_No z_F z_High School z_Blue Collar 22 Commercial $10,770 z_SUV $9,230 1

7 Highly Urban/ Urban

727204683 0 7/16/50 0 10 No z_No z_F z_High School z_Blue Collar 22 Commercial $4,720 z_SUV

3 $0 7 Highly Urban/ Urban

0 7/16/50 0 11

No $0 z_No M Bachelors z_Blue Collar 37 Commercial $12,780 Minivan

2 $0 9 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 18 Private $25,530 Minivan $0 0 $0 19 Highly Urban/ Urban

0 7/11/50 0 14

No

Yes M z_High School Professional 43 Private $20,310 Van

2 $0 1 Highly Urban/ Urban

0

0 7

No Yes z_F Masters Lawyer 35 Private $12,000 Sports Car

2 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Home Maker 32 Private $9,460 z_SUV $8,861 4 $0 10 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Manager 23 Commercial $32,530 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

0 12 $195 No $0 z_No z_F PhD Home Maker 54 Private $7,300 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

0 14

No

Yes M Masters Professional 70 Commercial $9,720 Pickup $5,645 3 $0 15 Highly Urban/ Urban

1

1 14

Yes $0 z_No z_F Masters Lawyer 19 Private $13,460 Minivan

3 $0 17 Highly Urban/ Urban

0 7/1/50 1 12

No

Yes z_F Masters Lawyer 27 Private $16,220 Minivan $0 0 $0 15 Highly Urban/ Urban

717945707 0 7/1/50 1 12 $98,175 No $321,272 Yes z_F Masters Lawyer 27 Private $18,800 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 5

No

z_No z_F Bachelors z_Blue Collar 71 Commercial $8,170 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 37 Private $18,920 Van $0 0 $0 1 Highly Urban/ Urban

0

0 17

No

Yes z_F Bachelors Manager 33 Private $4,910 Sports Car

1 $0 7 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F Bachelors Home Maker 23 Private $6,400 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

605441366 0

0 11

No

z_No z_F z_High School Professional 13 Private $17,030 Sports Car

1

9 z_Highly Rural/ Rural

0

0 9

No $0 z_No M

3 $3,667 5 Highly Urban/ Urban

0

0 13 No

Yes z_F PhD Doctor 26 Private $7,430 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 6/21/50 0 13

No

Yes M PhD 38 Commercial $11,010 Pickup

2 $3,226 12 Highly Urban/ Urban

0

0 13

No

Yes M PhD Lawyer 49 Private $15,400 Minivan

1 $0 20 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 18 Private $12,310 z_SUV

1 $0 1 Highly Urban/ Urban

0 6/18/50 0 13 No

Yes M Bachelors Professional 43 Private

Van $3,170 3 $0 12 Highly Urban/ Urban

0 6/18/50 0 12

No

Yes z_F Bachelors Professional 52 Commercial $28,850 Pickup $0 0 $0 13 Highly Urban/ Urban

282076733 0 6/18/50 0 11

No

Yes z_F Bachelors Home Maker 56 Private

z_SUV $3,116 2 $2,027 10 Highly Urban/ Urban

0

0 14

No $0 z_No M Bachelors Manager 21 Private $17,110 Van $0 0 $0 17 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 32 Private $19,540 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M z_High School Clerical 13 Private $10,110 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 0 No $0 z_No z_F Bachelors Student 5 Commercial $10,810 z_SUV $3,461 2 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No z_F PhD Doctor 34 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0 6/11/50 0 6

No $0 z_No z_F $5,954

3

3 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School Manager 5 Private $10,880 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 6

No

Yes z_F Masters Lawyer 41 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 7

No $0 z_No z_F z_High School Clerical 24 Private $11,490 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial $14,990 Minivan $0 0 $2,668 1 Highly Urban/ Urban

0

0 13

No

Yes M PhD Manager 53 Commercial $31,000 Panel Truck $4,344 2

14 Highly Urban/ Urban

0

0 7

No $0 z_No z_F PhD 53 Commercial

Panel Truck

1

14 Highly Urban/ Urban

0 6/1/50 0 14

No

Yes M Masters Manager 33 Private $20,120 Minivan $5,996 3 $0 13 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Professional 42 Private $6,400 z_SUV

1 $0 14 Highly Urban/ Urban

0 5/30/50 0 13

No

Yes M Bachelors Clerical 35 Commercial $10,760 Pickup $0 0 $0 7 Highly Urban/ Urban

430441105 0 5/30/50 0 13 $43,560 No $174,690 Yes M Bachelors Clerical 35 Private $10,760 Pickup

1

7 Highly Urban/ Urban

0

0 9

No

Yes M z_High School z_Blue Collar 39 Commercial $10,030 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Manager 33 Private $17,310 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 11 $23,711 No $0 z_No z_F z_High School Clerical 25 Private $8,770 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 9

No $0 z_No M Bachelors z_Blue Collar 46 Commercial $17,280 Van

2

7 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 37 Commercial $15,620 Minivan $5,150 2 $0 1 Highly Urban/ Urban

0 5/20/50 0 11

No

Yes z_F Bachelors Professional 17 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 15

No

Yes M

0

0 9

No

Yes z_F Bachelors Professional 71 Private $13,940 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

0 12

No

Yes M PhD 30 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

16978084 0 5/16/50 0 0 $0 No

Yes M Masters Lawyer 67 Private $18,420 Minivan

1 $0 17 Highly Urban/ Urban

0

0 14 $45,451 No Yes z_F z_High School Clerical 29 Private $20,970 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes M Masters 47 Commercial $33,870 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

0 10

No

Yes M z_High School Professional 37 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0 5/12/50 0 0 $0 No $0 Yes M z_High School Student 36 Commercial $10,090 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 5/12/50 0 12 $60,049 No

z_No z_F z_High School z_Blue Collar 21 Private $6,200 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12 $4,542 No $116,360 Yes z_F Bachelors Home Maker 33 Private $6,850 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 14

No $0 z_No z_F Masters Home Maker 24 Private $8,660 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 11 No

Yes z_F PhD Manager 27 Private $18,560 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 75 Private $17,490 Van $0 0 $0 11 Highly Urban/ Urban

0

0 5

No

z_No M z_High School z_Blue Collar 59 Commercial $18,980 Van

3 $0 1 Highly Urban/ Urban

0 5/2/50 0 14 $1,463 No

Yes z_F Bachelors Home Maker 33 Private $6,550 z_SUV

2 $0 12 Highly Urban/ Urban

0

0 13

No

z_No M PhD Manager 53 Commercial $23,230 Panel Truck $0 0 $0 22 Highly Urban/ Urban

0 4/30/50 0

No

Yes z_F

751746887 0 4/30/50 0 13 $147,455 No $394,201 z_No M PhD Manager 53 Private

Minivan $0 0 $0 22 Highly Urban/ Urban

0 4/30/50 0 13

No

Yes z_F Bachelors Home Maker 25 Private $12,120 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 16

No

Yes z_F Bachelors Professional 15 Private $11,830 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 11

No

Yes M

261574026 0

0 8

No z_No z_F PhD Manager 38 Private $6,670 z_SUV

2 $0 14 Highly Urban/ Urban

0

0 13

No $0 z_No M z_High School z_Blue Collar 40 Commercial $8,420 Pickup

1 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Masters 24 Commercial $6,720 Pickup

3 $0 14 Highly Urban/ Urban

0

0 11

No z_No M Masters Manager 13 Commercial $24,000 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

0 13 $1,201 No $0 z_No z_F z_High School Home Maker 13 Private $31,430 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 4/13/50 0 12

No $0 z_No z_F Bachelors Home Maker 22 Private $13,580 z_SUV

1 $0 14 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors z_Blue Collar 26 Commercial $6,400 z_SUV

2 $0 12 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 62 Private $13,790 Minivan

4 $0 8 Highly Urban/ Urban

146989842 0 4/10/50 0 10

No

z_No M Masters Lawyer 27 Private $17,520 Van $0 0 $0 9 Highly Urban/ Urban

788829442 0

0 12

No $0 z_No M z_High School Student 47 Private $9,640 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/9/50 0 11

No

Yes M Bachelors Clerical 7 Private $30,910 Minivan $0 0 $0 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Lawyer 36 Private $6,400 Pickup $3,863 2

15 Highly Urban/ Urban

767643193 0 4/6/50 0 10 $73,241 No $0 z_No M Masters 36 Commercial $6,400 Pickup

3 $0 15 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 26 Private $17,380 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Clerical 68 Private $21,530 Minivan $0 0 $0 4 z_Highly Rural/ Rural

0

0 1 $34,920 No

Yes M Masters Lawyer 23 Private $15,750 Minivan $0 0 $0 9 Highly Urban/ Urban

0 4/2/50 0 15 $34,050 No

Yes z_F

0

0 13

No

Yes z_F

0

0 10

No

z_No M Masters 32 Commercial $33,960 Panel Truck $0 0 $0 Highly Urban/ Urban

0 3/30/50 0 14

No

Yes z_F Bachelors Professional 40 Private $14,390 z_SUV $6,880 3 $0 Highly Urban/ Urban

495186029 0 3/30/50 0 10 $122,192 No $337,259 z_No M Masters 32 Commercial $24,120 Panel Truck $0 0 $0 Highly Urban/ Urban

0 3/30/50 0 8

No

Yes z_F

1 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 48 Private $10,190 Minivan $0 0 $0 16 Highly Urban/ Urban

136853516 0 3/28/50 0 7

No

z_No M

0

0 12

No $113,356 z_No M PhD Doctor 49 Private $17,070 Minivan $0 0 $0 15 Highly Urban/ Urban

0 3/27/50 0 14

No Yes z_F Bachelors Manager 17 Private $24,300 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 0 $0 No z_No z_F Bachelors Home Maker 28 Private $28,620 Minivan $0 0 $4,306 12 Highly Urban/ Urban

866014907 0

0 14

No

Yes M z_High School Professional 41 Private $11,370 Pickup $0 0 $0 6 Highly Urban/ Urban

0 3/24/50 0 0 $0 No $0 Yes M Bachelors Student 24 Commercial $6,400 Pickup

2 $0 15 Highly Urban/ Urban

0 3/24/50 0 7

No

Yes z_F Bachelors Professional 39 Private $22,720 Minivan $5,495 1 $0 10 Highly Urban/ Urban

275063923 0

0 10

No

Yes M z_High School Clerical 32 Commercial

Panel Truck $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Bachelors Clerical 14 Private $10,670 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Manager 36 Private $6,400 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 5 Private $12,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/17/50 0 0 $0 No

Yes M z_High School Home Maker 36 Private $19,260 Minivan $3,444 1 $0 1 Highly Urban/ Urban

0

0 7

No

Yes z_F PhD Lawyer 30 Private $20,150 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 3/16/50 0 12

No $0 z_No M Masters Lawyer 15 Private $12,510 Minivan $6,281 2 $830 16 Highly Urban/ Urban

0 3/16/50 0 11

No

Yes M z_High School z_Blue Collar 64 Commercial $23,360 Panel Truck $4,963 3

7 Highly Urban/ Urban

0 3/16/50 0 13

No

Yes z_F z_High School z_Blue Collar 14 Commercial $23,030 Pickup $6,980 2 $0 1 Highly Urban/ Urban

0

0 14

No z_No z_F Bachelors z_Blue Collar 49 Private $25,290 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 12 $71,512 No $0 z_No z_F Masters Manager 27 Private $13,550 Sports Car $0 0 $0 18 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 29 Private $6,400 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 15 No

Yes z_F Masters Lawyer 40 Private $14,590 Minivan $0 0 $0 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 14 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 16 Commercial $12,660 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

0 12

No

z_No z_F PhD Doctor 18 Private $17,900 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/7/50 0 7

No

Yes z_F

0

0 12

No

Yes z_F Masters Lawyer 46 Private $20,960 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 8 $3,044 No $0 z_No z_F z_High School Student 65 Private

z_SUV $0 0

Highly Urban/ Urban

447132659 0 3/4/50 0 8 $3,044 No $0 z_No z_F z_High School Student 65 Private $1,800 Sports Car $0 0 $4,873 Highly Urban/ Urban

0

0 14

No $0 Yes z_F Bachelors Student 32 Commercial $19,780 z_SUV $1,645 1 $0 12 Highly Urban/ Urban

329198624 0 3/3/50 0 11 $34,390 No $0 z_No z_F Bachelors z_Blue Collar 31 Commercial $6,300 Sports Car

4 $4,758 9 z_Highly Rural/ Rural

0

0 14

No

Yes M

0

0 6

No $0 z_No M z_High School Professional 21 Private $14,080 Minivan $0 0 $6,031 1 Highly Urban/ Urban

888953739 0 3/1/50 0 6 $61,068 No $0 z_No M z_High School Professional 21 Commercial $22,780 Panel Truck $1,105 1

1 Highly Urban/ Urban

0 3/1/50 0 10

No

Yes M Masters Professional 56 Private $15,290 Minivan $0 0 $0 18 Highly Urban/ Urban

0 2/28/50 0 12

No

Yes z_F Bachelors Professional 30 Private

Van $0 0 $47,520 1 z_Highly Rural/ Rural

0 2/28/50 0 14

No

Yes M PhD 28 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

208280446 3 2/28/50 0 11

No

Yes M z_High School Professional 41 Private $6,000 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

0 9

No $0 z_No M Bachelors z_Blue Collar 52 Commercial $17,810 Van $0 0 $0 10 z_Highly Rural/ Rural

0

0 14

No

Yes M Bachelors z_Blue Collar 40 Commercial $16,010 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 2/24/50 0 14

No

Yes z_F Masters Lawyer 44 Private $20,540 Minivan $0 0

15 Highly Urban/ Urban

0 2/24/50 0 13

No

Yes M PhD Manager 34 Private $6,400 Pickup

1 $0 22 Highly Urban/ Urban

0

0 7

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $8,010 z_SUV

2 $0 11 Highly Urban/ Urban

0 2/22/50 0 13

No

Yes M Bachelors z_Blue Collar 11 Commercial $12,370 Minivan

2 $0 10 Highly Urban/ Urban

0 2/20/50 0 10

No

Yes M z_High School Clerical 48 Private $18,110 Van $0 0 $0 12 Highly Urban/ Urban

0 2/19/50 0 12

No

Yes M

1 Highly Urban/ Urban

0

0 11 No

z_No z_F Masters Lawyer 17 Private $38,940 Van $0 0 $0 20 Highly Urban/ Urban

0 2/16/50 0 13 $32,589 No

Yes z_F z_High School Professional 56 Private $17,380 z_SUV $0 0 $4,266 4 Highly Urban/ Urban

0 2/15/50 0 11

No $0 z_No M Masters Lawyer 40 Private $19,830 Van $0 0

18 Highly Urban/ Urban

0 2/15/50 0 14

No Yes M Bachelors Student 55 Commercial $17,960 Minivan

1

17 Highly Urban/ Urban

0

0 5

No

Yes M Bachelors Clerical 30 Private $15,880 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/14/50 0

No

Yes z_F z_High School Clerical 54 Private $11,750 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 2/13/50 0 0 $0 No $0 z_No M

0 2/12/50 0

No

z_No M Masters Lawyer 6 Private $13,140 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

z_No M PhD Doctor 36 Private $18,000 Van $0 0 $0 8 Highly Urban/ Urban

637643198 0 2/10/50 0 0 $0 No Yes z_F PhD Home Maker 8 Private $22,100 Pickup $0 0 $0 1 Highly Urban/ Urban
622982638 0

0 11

No $0 z_No z_F Masters 29 Commercial $27,170 Pickup $0 0 $0 17 Highly Urban/ Urban

0 2/8/50 0 14

No $0 z_No M Masters Professional 18 Commercial $28,600 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0

0 16

No

Yes z_F Bachelors Professional 5 Private $6,400 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 2/7/50 0 11

No $0 z_No M z_High School Student 33 Commercial $6,400 Pickup

2

7 Highly Urban/ Urban

0 2/6/50 0 16

No

Yes M Bachelors Professional 7 Commercial $18,650 Van $0 0 $0 5 Highly Urban/ Urban

0 2/4/50 0 8

No

Yes z_F

461573915 0 2/4/50 0 8 $22,059 No Yes z_F

0 2/4/50 0 11

No

z_No z_F Masters Home Maker 54 Private $20,900 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 2/3/50 0 9

No

Yes M Bachelors Manager 16 Private $6,400 Pickup $0 0 $0 4 Highly Urban/ Urban

0 2/3/50 0 0 No $0 Yes z_F

0 2/2/50 0 13

No

Yes M Bachelors Professional 17 Private $8,550 Pickup

2 $0 11 Highly Urban/ Urban

0 2/2/50 0 10

No

Yes M Bachelors Manager 28 Private $17,640 Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/2/50 0 12

No

Yes z_F Masters Lawyer 18 Private

Van $0 0 $0 Highly Urban/ Urban

1 1/30/50 1 12

No

Yes z_F Masters Lawyer 44 Private $23,000 Sports Car $1,448 2 $5,453 18 Highly Urban/ Urban

46413377 0 1/29/50 0 11

No $0 z_No z_F Masters Manager 42 Private $21,930 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 13

No

z_No M Bachelors Professional 14 Commercial $30,260 Panel Truck

1 $0 1 Highly Urban/ Urban

0 1/25/50 0 9

No

z_No z_F Bachelors z_Blue Collar 7 Commercial $12,350 Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/25/50 0 0 $0 No $0 z_No z_F Bachelors Home Maker 52 Private $6,400 z_SUV $0 0

9 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors Home Maker 23 Private $12,660 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/19/50 0 14

No $135,174 Yes M z_High School Clerical 44 Private $16,170 Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/19/50 0 14 $24,490 No $0 z_No z_F

0 1/15/50 0 13

No

Yes M Bachelors Professional 76 Commercial $27,660 Panel Truck $0 0 $4,246 9 Highly Urban/ Urban

0 1/15/50 0 13 $7,784 No

Yes z_F $1,943

3 $0 7 Highly Urban/ Urban

0

0

No

z_No M z_High School Clerical 46 Private $9,840 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 14

No

Yes z_F

0 1/12/50 0 8

No

Yes M z_High School z_Blue Collar 44 Commercial $14,040 Minivan

2 $0 1 Highly Urban/ Urban

0 1/10/50 0 $60,121 No $0 z_No z_F z_High School z_Blue Collar 24 Private $21,640 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/7/50 0 6

No $0 z_No z_F Masters Lawyer 38 Private $10,450 Sports Car $0 0 $0 19 Highly Urban/ Urban

0 1/7/50 0 14

No

Yes z_F Bachelors Home Maker 62 Private $14,080 Sports Car

1 $6,006 5 Highly Urban/ Urban

0 1/7/50 0 14

No

Yes z_F

459294600 0 1/7/50 0 14 $76,778 No $209,440 Yes z_F Bachelors Home Maker 62 Private $6,400 z_SUV $4,324 3 $0 5 Highly Urban/ Urban

0 1/3/50 0 12

No $0 z_No M Bachelors Manager 43 Commercial $11,370 Pickup

1 $0 13 Highly Urban/ Urban

0 1/3/50 0 14

No

Yes M z_High School z_Blue Collar 41 Commercial $14,080 Minivan $3,767 3

8 Highly Urban/ Urban

0 1/2/50 0 6

No $0 z_No z_F Bachelors Professional 37 Private $18,160 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 1/2/50 0 11

No

Yes M PhD Lawyer 29 Private $11,000 Pickup $0 0 $0 22 Highly Urban/ Urban

126873088 0

0 12

No

Yes z_F $21,590

Minivan $0 0 $0 4 Highly Urban/ Urban

521036720 0 12/31/49 0 0 $0 No $0 z_No M z_High School Student 24 Commercial $6,200 Pickup

3 $8,584 1 z_Highly Rural/ Rural

0 12/31/49 0 7

No

z_No M Masters Lawyer 28 Private $21,760 Van $0 0

10 Highly Urban/ Urban

126873088 0 12/31/49 0 12 $46,336 No $159,199 Yes z_F

0

0 12

No

Yes M Bachelors z_Blue Collar 23 Commercial $6,400 Pickup $3,034 2

7 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 32 Private $5,590 z_SUV

3 $0 7 Highly Urban/ Urban

0

0 8

No

z_No M

0

0 0 $0 No

Yes z_F Masters Home Maker 34 Private $7,440 z_SUV

2 $0 10 Highly Urban/ Urban

0 12/27/49 0 15

No

Yes M Bachelors Professional 25 Private $14,620 Minivan $7,324 1 $0 6 Highly Urban/ Urban

0 12/27/49 0 10

No $0 z_No z_F

0

0 13

No

z_No z_F z_High School Professional 25 Private $14,710 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 7

No

z_No M Masters Professional 33 Private $16,320 Van $0 0 $0 6 z_Highly Rural/ Rural

352903182 0 12/24/49 0 7 $86,847 No $228,889 z_No M Masters Professional 33 Commercial $23,210 Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

0 11 No

z_No z_F z_High School Home Maker 21 Private $10,130 z_SUV $2,740 3 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F

0

0 4

No

z_No M Bachelors Professional 6 Private $14,970 Minivan

3 $0 1 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 5 Private $10,230 Pickup $0 0 $0 17 Highly Urban/ Urban

973329537 0 12/18/49 0 0 No $0 Yes M z_High School Student 28 Private $8,870 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/18/49 0 10

No

Yes z_F Masters Manager 44 Private $14,670 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School Clerical 47 Private $19,080 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 12/17/49 0 12

No

Yes z_F z_High School Home Maker 31 Private $19,410 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 13

No

Yes z_F PhD 40 Commercial $30,330 Pickup $0 0 $0 Highly Urban/ Urban

82438997 0 12/15/49 0 9 $10,359 No $0 z_No z_F

0

0 14

No

z_No M Bachelors Clerical 49 Commercial $5,920 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School Home Maker 44 Private $9,900 z_SUV $7,863 3 $0 7 Highly Urban/ Urban

0 12/13/49 0 11 No

Yes M Masters Professional 21 Private $23,170 Minivan $0 0 $0 18 z_Highly Rural/ Rural

634400043 0 12/13/49 0 9 No Yes M z_High School z_Blue Collar 43 Commercial $8,670 Pickup $0 0 $0 Highly Urban/ Urban
863439012 0

0 9

No

z_No M Bachelors Manager 15 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 12/12/49 0 13

No

Yes z_F Masters Lawyer 18 Private $7,870 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

863439012 0 12/12/49 0 9 $94,062 No $287,762 z_No M Bachelors Manager 15 Private $6,200 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 12

No $0 z_No z_F PhD 26 Commercial

Van $4,327 1 $0 10 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F PhD Home Maker 46 Private $17,520 z_SUV

4 $0 19 Highly Urban/ Urban

0

0 0 $0 No

Yes M z_High School Student 69 Commercial $6,400 Pickup

3

1 Highly Urban/ Urban

0 12/9/49 0 12

No z_No M z_High School Student 20 Commercial $24,860 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 14

No

Yes z_F Bachelors z_Blue Collar 45 Commercial $30,520 Pickup

1 $4,431 12 Highly Urban/ Urban

0 12/6/49 0 13

No

z_No z_F z_High School Clerical 46 Private $11,280 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 4

No

Yes M PhD Doctor 38 Private $6,400 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Student 56 Commercial $16,150 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 15

No

Yes M z_High School z_Blue Collar 31 Commercial $23,370 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

z_No M $33,591

8 Highly Urban/ Urban

0 11/30/49 0 14

No

Yes M Masters Manager 21 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

602299917 0 11/30/49 0 11 $13,148 No $159,195 z_No M $29,869

3 $0 8 Highly Urban/ Urban

0 11/30/49 0 11 No

Yes z_F Masters Manager 26 Private $10,150 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 11/30/49 0 12 $24,840 No

Yes z_F z_High School Home Maker 24 Private $5,820 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Professional 19 Private $14,690 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 15

No

Yes M PhD 47 Commercial $22,300 Van

3 $0 15 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters 61 Commercial

Panel Truck

2 $0 17 Highly Urban/ Urban

0 11/27/49 0 11

No $0 z_No M PhD 17 Commercial

Van $4,004 1

12 Highly Urban/ Urban

0 11/27/49 0

No

z_No M PhD 22 Commercial $26,250 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 11/27/49 0 12

No

z_No M Bachelors z_Blue Collar 38 Commercial

Pickup

2 $6,499 13 Highly Urban/ Urban

0

0 12 No

Yes z_F Masters Lawyer 28 Private

Minivan

3 $0 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 39 Private $13,270 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 No Yes M

68419810 0 11/21/49 0 13

No

Yes M Bachelors Professional 10 Commercial $28,870 Panel Truck

1 $0 5 Highly Urban/ Urban

0 11/21/49 0 12 No

Yes z_F PhD Doctor 37 Private $19,480 Pickup $0 0 $0 Highly Urban/ Urban

0

0

No $0 z_No z_F Masters Manager 17 Private $14,590 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No $0 z_No z_F

0

0 6

No $0 z_No M z_High School Manager 47 Private $17,590 Van

2 $0 5 Highly Urban/ Urban

0 11/16/49 0 11 $525 No $0 Yes z_F $34,220

Van $0 0 $0 6 z_Highly Rural/ Rural

0

0 14

No

Yes M

Pickup $0 0 $0 5 Highly Urban/ Urban

10185862 0 11/12/49 0 14 $15,989 No $117,038 Yes M

Van $0 0 $0 5 Highly Urban/ Urban

10185862 0 11/12/49 0 14 No $117,038 Yes M

0

0 14

No

Yes M z_High School Clerical 53 Commercial $8,920 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes z_F Bachelors Manager 29 Private $25,380 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 11/8/49 0 15

No

z_No M

474066345 0

0 10

No $0 z_No M Bachelors Manager 5 Commercial $28,610 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 11/7/49 0 13

No

Yes z_F z_High School Clerical 16 Private $24,810 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Masters Manager 55 Commercial $19,380 Van $8,730 2 $0 21 Highly Urban/ Urban

0 11/6/49 0 13

No

Yes z_F z_High School Clerical 65 Private $15,360 z_SUV $0 0 $4,623 5 Highly Urban/ Urban

0 11/6/49 0 13

No $0 z_No z_F

0 11/6/49 0 0 $0 No

Yes M $2,663

1 z_Highly Rural/ Rural

0 11/6/49 0 15

No

Yes z_F

0 11/6/49 0 12

No

Yes M Masters Lawyer 43 Private $15,890 Minivan $0 0 $0 23 Highly Urban/ Urban

0

0 14

No

Yes z_F

0

0 8

No

Yes M z_High School z_Blue Collar 5 Commercial $9,350 Pickup

3 $0 Highly Urban/ Urban

439200895 0 11/2/49 0 8 $40,552 No Yes M z_High School z_Blue Collar 5 Commercial $5,560 Minivan $0 0 $0 Highly Urban/ Urban

0 11/2/49 0 11

No

Yes z_F Masters Manager 5 Private $14,560 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 8

No $0 z_No z_F z_High School Clerical 47 Private $12,760 Minivan

2 $0 8 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Professional 33 Private $19,170 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 37 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 10/28/49 0 8

No

Yes M z_High School z_Blue Collar 18 Commercial $16,550 Van $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters 32 Commercial $19,310 Van

1

1 Highly Urban/ Urban

0 10/27/49 0 10

No $0 z_No z_F Bachelors Professional 18 Private $20,260 Sports Car $5,603 1

10 Highly Urban/ Urban

0 10/27/49 0 10

No z_No M z_High School Professional 19 Commercial $25,660 Panel Truck $8,272 3 $0 1 Highly Urban/ Urban

976688143 0

0 13

No

Yes M Masters Manager 30 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 11

No

z_No z_F PhD Professional 17 Private $7,590 Sports Car

1 $0 14 Highly Urban/ Urban

0

0 9

No Yes z_F Masters Lawyer 25 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

138372300 0 10/24/49 0 14 No

z_No M Bachelors z_Blue Collar 50 Commercial $10,210 Pickup $0 0

9 Highly Urban/ Urban

138372300 0 10/24/49 0 14 No $97,670 z_No M Bachelors z_Blue Collar 22 Private $15,230 Minivan $0 0 $0 Highly Urban/ Urban

0

0 12

No

Yes z_F $34,479

3

4 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors Professional 48 Commercial $18,510 Van $0 0 $0 17 z_Highly Rural/ Rural

0 10/22/49 0 13

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $13,790 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0

No

Yes M Bachelors Manager 51 Private $14,630 Minivan

3 $0 9 Highly Urban/ Urban

0

0 12

No

z_No z_F PhD 50 Commercial $6,500 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 12 No

Yes M PhD Manager 24 Commercial $28,540 Panel Truck

2 $0 14 Highly Urban/ Urban

0 10/18/49 0 6

No

Yes M Masters Manager 42 Private $10,670 Minivan $0 0 $0 11 Highly Urban/ Urban

0 10/18/49 0 15

No

Yes z_F Masters Lawyer 23 Private $15,100 z_SUV $0 0 $3,955 10 z_Highly Rural/ Rural

0

0 8

No

Yes M Masters Manager 41 Commercial $8,560 Pickup $0 0 $0 16 Highly Urban/ Urban

59520624 0 10/17/49 0 10

No $0 z_No z_F Bachelors Professional 42 Private $16,140 Sports Car $0 0 $3,953 13 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors z_Blue Collar 21 Commercial $26,520 Panel Truck $2,659 1 $0 Highly Urban/ Urban

0

0 10

No z_No z_F Bachelors z_Blue Collar 35 Commercial $8,370 z_SUV $2,988 1 $4,890 12 Highly Urban/ Urban

840819088 0 10/15/49 0

No

Yes z_F PhD Doctor 11 Private $17,570 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters Lawyer 36 Private $6,500 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0

No

Yes z_F PhD Doctor 30 Private $17,990 Minivan $0 0 $0 26 Highly Urban/ Urban

0

0 12 No $0 z_No z_F Masters Lawyer 13 Private

Sports Car $0 0 $0 16 Highly Urban/ Urban

0 10/11/49 0 13

No

Yes M Masters Lawyer 41 Private $18,320 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors z_Blue Collar 53 Commercial $11,300 z_SUV

1 $4,696 9 Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Clerical 17 Private $6,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No $0 z_No z_F $1,255

4 $892 1 Highly Urban/ Urban

0

0 14

No $0 z_No M $8,506

1

1 Highly Urban/ Urban

0 10/6/49 0 10

No

Yes M PhD Doctor 29 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 10/6/49 0 13

No

Yes z_F Bachelors Professional 73 Private $12,950 Sports Car $0 0 $0 15 z_Highly Rural/ Rural

0

0 12

No $0 z_No M PhD Lawyer 23 Private $14,930 Minivan $0 0 $0 21 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F Bachelors Home Maker 50 Private $10,250 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 10/3/49 0 13

No $0 z_No M z_High School Professional 52 Private $6,600 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 9

No z_No M Masters 25 Commercial

Panel Truck

1

14 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 29 Private

Van $0 0 $0 18 Highly Urban/ Urban

0 10/1/49 0 15

No

Yes z_F Bachelors Professional 5 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

437006760 0

0 13

No

Yes M Bachelors Manager 28 Commercial $27,460 Panel Truck

2 $0 6 Highly Urban/ Urban

0

0 12

No

z_No M Bachelors Manager 25 Private $22,210 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 57 Private $14,730 Minivan $0 0 $0 7 Highly Urban/ Urban

0 9/27/49 0 13

No $0 z_No M PhD 29 Commercial $17,360 Van $0 0 $0 11 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 46 Private $12,890 Minivan $1,946 4 $0 15 Highly Urban/ Urban

287264722 0 9/26/49 0 0 $0 No $0 z_No z_F z_High School Student 47 Commercial $7,580 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 9/26/49 0 0 $0 No

z_No z_F z_High School Student 37 Private $6,820 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

287264722 0 9/26/49 0 0 $0 No $0 z_No z_F z_High School Student 47 Private $6,520 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F z_High School Home Maker 12 Private $6,500 Sports Car $0 0

Highly Urban/ Urban

0 9/24/49 0 12 $14,600 No

Yes z_F z_High School Home Maker 75 Private $17,360 Minivan $0 0 $0 1 z_Highly Rural/ Rural

459023169 0 9/24/49 0 0 $0 No $113,870 Yes z_F z_High School Home Maker 12 Commercial $29,200 Van $0 0

Highly Urban/ Urban

0

0 8 $33,870 No

z_No z_F

0 9/23/49 0 0 $0 No

Yes z_F Masters Home Maker 51 Private $1,500 Sports Car $0 0 $0 17 z_Highly Rural/ Rural

0

0 12

No

Yes M

0 9/21/49 0 13

No $0 z_No M Masters Manager 40 Private $16,260 Minivan

3 $0 18 Highly Urban/ Urban

0

0

No

Yes M Bachelors Clerical 25 Private $9,410 Pickup $0 0 $0 1 z_Highly Rural/ Rural

449375253 0 9/20/49 0 $29,139 No Yes M Bachelors Clerical 25 Private $7,970 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/20/49 0 13

No $0 z_No M Masters 53 Private $15,710 Minivan $3,917 2 $0 17 Highly Urban/ Urban

0

0 13 $22,800 No $0 Yes z_F Bachelors Student 52 Commercial $16,140 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

57026600 1

1 11

Yes $0 z_No z_F PhD Lawyer 58 Private $6,300 z_SUV $0 0 $2,641 12 z_Highly Rural/ Rural

0

0 14

No $0 z_No z_F Bachelors Clerical 38 Private $20,230 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 12

No

Yes M Bachelors Manager 32 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

Yes z_F

407837479 0 9/13/49 0 12 $29,296 No $173,233 Yes z_F $26,950

Van

4 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F $7,411

2 $0 1 Highly Urban/ Urban

117032050 0 9/10/49 0 11

No

Yes M

280723155 0 9/10/49 0 15

No Yes M Bachelors z_Blue Collar 30 Commercial $23,490 Panel Truck $3,181 1 $0 9 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 72 Private $1,500 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

0 11

No

z_No M Masters Professional 41 Commercial $33,500 Panel Truck $0 0 $0 20 Highly Urban/ Urban

0

0 12

No Yes z_F Bachelors Professional 25 Private $12,170 Pickup $0 0 $0 5 Highly Urban/ Urban

0

0 6

No $0 Yes M z_High School Student 20 Commercial $8,090 Minivan $5,672 2 $5,982 8 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 26 Commercial $6,200 z_SUV $0 0 $3,731 1 Highly Urban/ Urban

0

0 11

No

z_No M PhD 48 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

872661512 0

0 12

No

Yes z_F z_High School z_Blue Collar 67 Commercial $24,710 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

0 8

No

Yes z_F z_High School z_Blue Collar 10 Commercial $35,450 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Manager 48 Private $13,520 z_SUV $0 0 $0 7 Highly Urban/ Urban

256857947 0 8/29/49 0 13 $61,082 No $177,094 Yes z_F Bachelors Manager 48 Private $12,610 Sports Car $0 0 $0 7 Highly Urban/ Urban

0 8/29/49 0 11

No

Yes z_F Masters Lawyer 36 Private $16,610 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Home Maker 50 Private $23,710 Pickup

2 $0 9 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Bachelors z_Blue Collar 69 Commercial $13,920 z_SUV $3,800 2

10 Highly Urban/ Urban

0 8/27/49 0 10

No $0 z_No z_F PhD Doctor 33 Private $15,630 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 8 No $0 z_No z_F Bachelors Home Maker 40 Private $13,810 Minivan $0 0 $0 7 z_Highly Rural/ Rural

146663597 0 8/25/49 0 8 No $0 z_No z_F Bachelors Home Maker 47 Private $17,970 Van $0 0 $0 7 z_Highly Rural/ Rural
548377956 0

0 14

No

Yes M PhD 5 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 8/23/49 0 8 $55,172 No

Yes M Bachelors z_Blue Collar 33 Commercial $12,020 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 10

No $0 z_No M

0

0 15

No

Yes z_F Bachelors Manager 14 Private $6,500 z_SUV $0 0 $4,805 7 Highly Urban/ Urban

0 8/21/49 0 $70,135 No $0 z_No M Masters Manager 5 Commercial $8,510 Pickup $0 0 $0 13 Highly Urban/ Urban

223321607 0 8/21/49 0 $70,135 No $0 z_No M Masters Manager 5 Private $13,510 Minivan $0 0

13 Highly Urban/ Urban

0 8/21/49 1 15

No

Yes z_F Bachelors Clerical 22 Private $10,490 z_SUV $0 0 $5,358 8 Highly Urban/ Urban

214237256 0

0 11

No

z_No z_F PhD 33 Commercial

Pickup $0 0 $0 22 Highly Urban/ Urban

0

0 8

No $0 z_No z_F Masters Manager 27 Private

Sports Car

2

13 Highly Urban/ Urban

0 8/18/49 0 12

No

Yes z_F Masters Lawyer 52 Private $19,700 z_SUV

1 $0 7 Highly Urban/ Urban

0

0 7

No

Yes M Masters Lawyer 57 Private $14,500 Minivan

1 $4,519 12 Highly Urban/ Urban

0 8/17/49 0 10

No $0 z_No z_F PhD Doctor 41 Private $12,790 z_SUV $4,538 4

11 Highly Urban/ Urban

0

0 0 $0 No $75,386 Yes M PhD Doctor 23 Private $10,350 Minivan

2 $0 22 Highly Urban/ Urban

0

0 14 No Yes z_F Bachelors Home Maker 26 Private $18,700 Pickup $0 0 $4,970 14 Highly Urban/ Urban

41438222 0

0

No

Yes z_F PhD Manager 12 Private $16,650 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 54 Private $20,330 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 0 $0 No Yes M PhD Manager 26 Private $1,500 Minivan

1 $0 12 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors z_Blue Collar 19 Commercial $16,120 Minivan $1,092 1 $0 9 Highly Urban/ Urban

747557690 0 8/5/49 0 6

No

Yes M Bachelors Manager 52 Private $19,300 Van $0 0 $0 6 Highly Urban/ Urban

747557690 0 8/5/49 0 6 $67,488 No $206,632 Yes M Bachelors Manager 52 Private $17,000 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors z_Blue Collar 56 Commercial $15,720 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 8/2/49 0 13 $42,226 No

Yes z_F z_High School z_Blue Collar 61 Commercial $6,500 Sports Car

2 $4,477 1 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 19 Commercial $5,540 Pickup $0 0 $0 1 Highly Urban/ Urban

284137091 0

0 11

No $0 z_No z_F Bachelors Manager 38 Private $21,830 Pickup $1,116 1 $0 7 Highly Urban/ Urban

0

0 11

No

z_No z_F z_High School z_Blue Collar 71 Commercial $13,790 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/29/49 0 11

No

Yes M z_High School z_Blue Collar 47 Commercial $21,460 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 16

No

Yes z_F Masters Lawyer 52 Private $20,840 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 7/28/49 0 13

No

Yes z_F z_High School z_Blue Collar 44 Commercial $16,840 z_SUV

2 $0 11 Highly Urban/ Urban

0

0 14

No

Yes M Masters 26 Commercial $27,160 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0 7/27/49 0 8

No

z_No M Bachelors Professional 55 Private $19,900 Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/27/49 0 14

No

Yes M Masters Manager 15 Commercial

Panel Truck

3 $0 13 Highly Urban/ Urban

0

0 7

No

z_No M Masters Lawyer 38 Private $18,720 Van $0 0 $0 19 z_Highly Rural/ Rural

0 7/26/49 0 7

No

Yes M Bachelors Manager 30 Private $12,710 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 13

No

z_No z_F z_High School Home Maker 22 Private $1,930 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 7/24/49 0 9

No $0 z_No z_F Bachelors Clerical 35 Private $13,280 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 15

No Yes z_F z_High School Clerical 36 Private $7,750 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 7/22/49 0 16

No

Yes z_F Masters Professional 49 Private $15,500 Minivan $9,082 1 $0 15 Highly Urban/ Urban

833179867 0 7/22/49 0 16 $90,015 No $265,405 Yes z_F Masters Professional 49 Private $6,500 z_SUV

1 $0 15 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Professional 10 Private $19,450 Pickup $5,109 2 $0 21 Highly Urban/ Urban

0 7/21/49 0 7

No

Yes M Masters 29 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

349792595 0 7/21/49 0

No

Yes z_F z_High School Manager 41 Private $6,120 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 8

No

Yes M z_High School Clerical 13 Private $16,030 Minivan $0 0 $0 7 Highly Urban/ Urban

0 7/20/49 0 15 $57,070 No

Yes z_F Bachelors Professional 31 Private $7,210 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 7/20/49 0 13 $53,568 No

Yes M Bachelors z_Blue Collar 37 Commercial $22,250 Minivan $0 0 $0 7 z_Highly Rural/ Rural

197255933 0 7/20/49 0 10

No

Yes z_F Bachelors Professional 39 Commercial

Van

4 $0 9 Highly Urban/ Urban

0

0

No

Yes z_F

0

0 9

No $0 z_No M Masters Lawyer 14 Private $12,360 Minivan $0 0 $1,030 15 Highly Urban/ Urban

0 7/16/49 0 11

No $0 z_No z_F Masters Manager 15 Private $11,120 z_SUV $4,292 2 $0 14 Highly Urban/ Urban

0

0 12

No

z_No z_F z_High School Clerical 14 Private $6,500 z_SUV

3 $5,295 1 Highly Urban/ Urban

754785835 0 7/14/49 0 11

No

Yes M Bachelors Professional 20 Commercial $27,460 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

1 15

No

Yes M Masters Lawyer 16 Private $36,330 Minivan $0 0

1 Highly Urban/ Urban

0 7/12/49 0 13

No

z_No M Masters Manager 42 Private $20,990 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 5

No

Yes z_F

0

0 7

No $0 z_No z_F Bachelors Manager 21 Private $7,870 z_SUV $11,070 2 $0 7 Highly Urban/ Urban

281097608 0 7/7/49 0 7 $63,724 No z_No z_F Bachelors Manager 21 Private $7,870 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Manager 25 Private $19,880 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 10

No

z_No M Bachelors Manager 33 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 7/4/49 0 0 $0 No z_No z_F z_High School Home Maker 8 Private $6,500 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes M Bachelors Manager 28 Private $11,570 Pickup

3 $0 9 Highly Urban/ Urban

799857899 0 7/3/49 0 12

No $0 z_No z_F PhD Home Maker 5 Private

Sports Car $0 0 $0 16 z_Highly Rural/ Rural

799857899 0 7/3/49 0 12 $7,971 No $0 z_No z_F PhD Home Maker 5 Private

Pickup $0 0 $0 z_Highly Rural/ Rural

799857899 0 7/3/49 0 12 $7,971 No $0 z_No z_F PhD Home Maker 5 Private

Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 8

No $0 z_No z_F PhD Doctor 22 Private $34,150 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 6/30/49 0 13

No

Yes M

0

0 3

No

Yes M Bachelors z_Blue Collar 49 Commercial $24,060 Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Masters Lawyer 56 Private

Pickup

3 $0 14 Highly Urban/ Urban

0 6/26/49 0 13

No $0 z_No z_F Bachelors z_Blue Collar 44 Commercial $20,550 z_SUV $2,916 1

11 Highly Urban/ Urban

0 6/26/49 0 11

No $0 z_No M Bachelors Manager 50 Private $1,500 Minivan $3,850 1 $0 10 Highly Urban/ Urban

0 6/26/49 0 10

No

Yes M Masters Lawyer 62 Private $21,280 Van $3,108 1 $0 15 Highly Urban/ Urban

791714037 0

0 0 $0 No

z_No z_F Bachelors Home Maker 33 Private $11,050 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 9

No

Yes z_F PhD Doctor 43 Private $11,900 Pickup $0 0 $0 Highly Urban/ Urban

0

0 13 No

Yes M Bachelors Manager 36 Commercial $11,530 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 14 Private $16,200 Minivan $0 0 $0 17 Highly Urban/ Urban

0 6/21/49 0 13

No

Yes z_F Bachelors Professional 35 Private $13,940 z_SUV

2 $0 11 Highly Urban/ Urban

823508688 0 6/21/49 0 13 $74,366 No $264,375 Yes z_F Bachelors Professional 35 Private $25,950 Minivan $0 0 $0 11 Highly Urban/ Urban

0 6/21/49 0 13

No

Yes M z_High School z_Blue Collar 37 Commercial $9,980 Pickup

4 $5,032 1 Highly Urban/ Urban

0

0 6

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $24,950 Pickup

3 $6,535 6 Highly Urban/ Urban

0 6/19/49 0 0 $0 No

Yes z_F Masters Home Maker 25 Private $6,500 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 6/19/49 0 10

No $0 Yes M z_High School Student 30 Private

Minivan $6,748 3 $0 1 Highly Urban/ Urban

0 6/19/49 0

No

Yes z_F Masters Lawyer 29 Private $22,460 Pickup $0 0 $3,801 14 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F

0 6/17/49 0 11

No

Yes z_F PhD Doctor 11 Private $6,500 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 9

No $0 z_No M z_High School z_Blue Collar 27 Commercial $14,030 Minivan $3,810 2 $0 1 Highly Urban/ Urban

0 6/16/49 0 12

No $0 z_No z_F Masters Lawyer 35 Private $27,010 Minivan

2 $0 19 Highly Urban/ Urban

0

0 10

No

z_No M Bachelors Professional 46 Commercial $21,680 Van $0 0 $0 14 z_Highly Rural/ Rural

0

0 6

No $0 z_No M Bachelors Manager 35 Commercial $33,150 Panel Truck $0 0 $0 8 Highly Urban/ Urban

463216366 0

0 9

No

Yes M $18,440

Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 12 $67,399 No

z_No M z_High School z_Blue Collar 49 Commercial $19,240 Van

2

1 Highly Urban/ Urban

0 6/12/49 0 11 $22,683 No

Yes z_F z_High School Clerical 5 Private $8,770 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

43203770 0

0 0 $0 No $88,189 Yes z_F Bachelors Home Maker 44 Private $1,500 Sports Car

2 $0 1 Highly Urban/ Urban

43203770 0 6/8/49 0 0 $0 No $88,189 Yes z_F Bachelors Home Maker 44 Private $8,370 Sports Car $4,123 3 $0 1 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors z_Blue Collar 49 Commercial $15,890 Minivan $0 0 $2,665 5 Highly Urban/ Urban

0

0 8

No

Yes M

0 6/4/49 0 14 $60,854 No z_No M PhD 28 Commercial

Panel Truck

3 $7,400 7 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Home Maker 63 Private $10,480 Sports Car

2

11 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Clerical 31 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 6/2/49 0 15

No

Yes M z_High School z_Blue Collar 37 Commercial

Panel Truck

2 $747 1 Highly Urban/ Urban

0

0 1

No

Yes z_F Masters Lawyer 33 Private $14,150 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Doctor 59 Private

Sports Car $4,657 3

1 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters 52 Commercial $26,290 Panel Truck $0 0 $1,361 12 Highly Urban/ Urban

0 5/28/49 0 14

No

Yes M Masters Lawyer 5 Private $10,940 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 12 No

Yes z_F Bachelors Professional 17 Private $28,280 Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/27/49 0 14

No

Yes z_F

0 5/27/49 0 12

No

z_No M Masters 45 Commercial $22,160 Van

1 $5,322 18 Highly Urban/ Urban

0 5/27/49 0 12

No

Yes z_F z_High School z_Blue Collar 49 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 14 No

Yes z_F $1,697

9 Highly Urban/ Urban

798501075 0 5/25/49 0 7

No

Yes z_F Masters Lawyer 30 Private $11,290 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 34 Private $1,500 Minivan $0 0 $0 16 Highly Urban/ Urban

0 5/23/49 0 12

No Yes z_F Masters Lawyer 6 Private $22,420 Minivan $0 0 $0 15 Highly Urban/ Urban

0 5/23/49 0 13

No $0 z_No z_F $15,562

4 Highly Urban/ Urban

0

0 14

No

z_No z_F Masters Home Maker 5 Commercial $13,620 Pickup $0 0 $0 15 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F PhD Lawyer 48 Private $6,500 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

0

0 3

No $0 z_No M Bachelors z_Blue Collar 20 Commercial $9,160 Minivan $0 0 $9,270 9 Highly Urban/ Urban

0 5/20/49 0 9

No

z_No z_F Bachelors Home Maker 23 Private

z_SUV $6,902 1 $41,077 11 Highly Urban/ Urban

775278706 0 5/20/49 0 3 $87,719 No $0 z_No M Bachelors z_Blue Collar 20 Commercial $15,360 Minivan $0 0 $0 Highly Urban/ Urban

0

0 9 No

Yes z_F z_High School z_Blue Collar 19 Commercial $20,940 Pickup $8,390 3 $0 1 Highly Urban/ Urban

0

0

No

Yes z_F PhD Doctor 36 Private $18,000 z_SUV $19,217 2 $0 17 Highly Urban/ Urban

0 5/17/49 0 11

No

Yes M Masters Lawyer 16 Private $16,180 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 9

No $0 z_No M z_High School z_Blue Collar 36 Commercial $29,900 Panel Truck

3

9 Highly Urban/ Urban

0

0 11

No

Yes z_F

1

1 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Doctor 37 Private $21,200 Van $0 0 $0 Highly Urban/ Urban

0 5/14/49 0 14

No

Yes z_F z_High School Professional 26 Private $12,990 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 5/14/49 0 10

No

Yes M z_High School z_Blue Collar 41 Commercial $32,720 Panel Truck $4,896 1 $0 5 Highly Urban/ Urban

0

0 13 No

Yes M Bachelors Manager 46 Private $18,460 Minivan $1,226 1 $0 6 Highly Urban/ Urban

0 5/13/49 0 11 $168,176 No

Yes M PhD 42 Commercial $23,320 Panel Truck $0 0 $0 16 Highly Urban/ Urban

283770412 0 5/13/49 0 13 No $130,264 Yes M Bachelors Manager 46 Commercial $9,200 Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 6

No

Yes z_F Masters Lawyer 29 Private $16,490 Minivan $2,740 1 $0 Highly Urban/ Urban

0 5/12/49 0 8 No

Yes z_F Masters Lawyer 16 Private $24,510 Sports Car

2 $0 8 Highly Urban/ Urban

0 5/12/49 0 4

No Yes M z_High School z_Blue Collar 8 Commercial

Minivan

3 $0 1 Highly Urban/ Urban

0

0 7

No

Yes z_F PhD Doctor 25 Private $22,670 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

Yes z_F

0

0 10

No

Yes M

Van $0 0 $0 7 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors z_Blue Collar 28 Commercial $13,930 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M z_High School z_Blue Collar 48 Commercial $18,050 Van

3 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 37 Private $25,900 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 5/3/49 0 12

No $0 z_No z_F z_High School z_Blue Collar 41 Private $8,240 Sports Car $0 0 $0 13 Highly Urban/ Urban

0 5/3/49 0 14

No $0 z_No z_F PhD 50 Commercial

Van $19,016 2 $0 13 Highly Urban/ Urban

365196787 0 5/3/49 0 12 $45,215 No $0 z_No z_F z_High School z_Blue Collar 33 Commercial $26,460 Minivan $0 0

13 Highly Urban/ Urban

0

0 13

No

Yes M PhD 28 Commercial $19,160 Van $0 0 $0 8 Highly Urban/ Urban

370978438 0 5/2/49 0 13 $176,648 No $461,706 Yes M PhD 28 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 10 Private $13,000 Minivan $0 0 $0 10 Highly Urban/ Urban

0 5/1/49 0 15

No

Yes z_F z_High School z_Blue Collar 33 Commercial $18,820 Minivan

3 $0 Highly Urban/ Urban

0 5/1/49 0 8

No $0 z_No z_F

0

0 10

No $0 z_No M PhD 27 Commercial $23,370 Panel Truck

2 $0 20 Highly Urban/ Urban

0 4/30/49 1 11

No

Yes z_F

0 4/30/49 0 0 $0 No $0 Yes z_F $10,709

3

7 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Manager 28 Commercial $11,190 Pickup

2 $0 12 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Manager 5 Private $17,070 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 8

No

Yes M z_High School z_Blue Collar 60 Commercial $27,140 Panel Truck

2

1 Highly Urban/ Urban

0

0 13

No $0 z_No M $3,754

1 $5,459 1 Highly Urban/ Urban

0

0 12 No

Yes M Masters Professional 58 Private $15,120 Minivan $0 0 $0 Highly Urban/ Urban

0 4/18/49 0 10 No Yes M z_High School Clerical 38 Private

Minivan $3,653 1

Highly Urban/ Urban

0

0 11 $22,470 No $0 z_No z_F

0 4/17/49 0 12

No

Yes M Masters Lawyer 28 Private $13,380 Minivan $0 0 $0 15 Highly Urban/ Urban

380886411 0 4/17/49 0 12

No

Yes M Masters Lawyer 5 Private $6,500 Pickup $3,414 3 $0 17 Highly Urban/ Urban

0

0 14

No Yes M Bachelors z_Blue Collar 44 Commercial $15,600 Minivan $1,833 1 $0 7 Highly Urban/ Urban

0 4/16/49 0 10

No $0 z_No z_F PhD Lawyer 6 Private $6,500 z_SUV

2

12 Highly Urban/ Urban

797568231 0 4/16/49 0 14 $81,493 No Yes M Bachelors z_Blue Collar 44 Commercial

Minivan

1 $0 7 Highly Urban/ Urban

0

0 7

No Yes M Masters Professional 41 Commercial $20,730 Van

1 $0 13 Highly Urban/ Urban

0

0 14

No $0 z_No z_F z_High School Clerical 49 Private $18,760 Minivan $0 0

6 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 37 Commercial $33,030 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0

0 12

No

Yes M

788829442 0 4/9/49 0 0 $0 No $0 z_No M z_High School Student 29 Private $14,870 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 14

No

Yes z_F

0

0 12

No $0 z_No M Masters Lawyer 47 Private $20,590 Van $0 0 $0 11 Highly Urban/ Urban

0 4/6/49 0

No $0 Yes z_F

0

0 14

No

Yes z_F Masters Home Maker 22 Private $8,930 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 4/4/49 0 0 $0 No

z_No z_F z_High School Home Maker 16 Private $12,460 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 12

No $0 Yes M $10,506

1 $0 4 Highly Urban/ Urban

0 4/3/49 0 10

No

Yes z_F

0 4/3/49 0 11

No

Yes M Masters Manager 60 Private $8,860 Pickup $7,792 3

17 Highly Urban/ Urban

0

0 11 No

z_No M PhD 12 Commercial $8,300 Pickup

2 $0 20 Highly Urban/ Urban

0 4/2/49 0 12

No $0 z_No M z_High School Professional 43 Commercial $26,370 Panel Truck $5,055 3 $4,753 9 Highly Urban/ Urban

514525729 0

0 13 No

Yes z_F Bachelors Professional 21 Private $13,870 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 39 Private $14,530 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 57 Commercial $13,250 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 12 $218,705 No $0 z_No M PhD 47 Commercial $28,370 Panel Truck

2 $0 15 Highly Urban/ Urban

0

0 12 $23,773 No

z_No z_F

3 $0 1 Highly Urban/ Urban

0 3/26/49 0 8

No

Yes M z_High School Clerical 11 Commercial $17,400 Van $3,288 2

7 Highly Urban/ Urban

0

0 11

No $0 Yes M

0 3/25/49 0 8

No

z_No z_F PhD Doctor 36 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 28 Private $11,660 Minivan $0 0 $0 10 Highly Urban/ Urban

866014907 0 3/24/49 0 14

No

Yes M z_High School Professional 70 Private $26,030 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 11

No

Yes M $4,098

1 $0 8 Highly Urban/ Urban

0 3/22/49 0 0 $0 No z_No z_F Bachelors Home Maker 37 Private $6,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

358036230 0 3/22/49 0 11 $53,567 No $225,043 Yes M 849850677 0 3/22/49 0 12

No

Yes M Masters Lawyer 32 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 12 $727 No $0 z_No z_F z_High School Student 62 Commercial $18,920 Minivan $0 0 $0 12 z_Highly Rural/ Rural

583100194 0 3/21/49 0 0 $0 No

Yes z_F Bachelors Home Maker 35 Private $18,050 z_SUV

1

12 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Doctor 5 Private $29,550 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Professional 36 Private $14,510 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 3/19/49 0 4

No

Yes M Masters Professional 40 Commercial $24,550 Panel Truck

2 $0 20 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 8 Private $12,240 Minivan $0 0 $0 11 Highly Urban/ Urban

0 3/18/49 0

No $0 z_No z_F Masters Lawyer 56 Private

Minivan $4,156 4 $0 17 Highly Urban/ Urban

401136567 0 3/18/49 0 $57,387 No $181,408 Yes M Bachelors Professional 51 Private $7,330 Minivan

1

11 Highly Urban/ Urban

504537312 0

0 12

No $212,459 Yes z_F Bachelors Professional 33 Private $20,680 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 3/17/49 0 12

No

Yes z_F Bachelors z_Blue Collar 42 Commercial $10,350 Minivan $3,068 2 $0 12 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors z_Blue Collar 26 Commercial $23,460 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

z_No M $7,808

3 $0 6 Highly Urban/ Urban

141743339 0 3/15/49 0 12 $26,748 No z_No M $25,089

2

6 Highly Urban/ Urban

515510058 0

0 14

No

z_No z_F z_High School z_Blue Collar 41 Commercial $7,230 z_SUV

2 $9,136 9 Highly Urban/ Urban

0 3/14/49 0 6

No

Yes M Masters 5 Commercial $24,770 Panel Truck $0 0 $0 23 Highly Urban/ Urban

0

0 12

No

z_No M z_High School z_Blue Collar 31 Commercial $9,970 Minivan

3 $0 6 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 36 Private $30,560 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

0 $238,724 No

Yes z_F PhD Doctor 37 Private $30,370 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Manager 20 Private $15,020 Sports Car $0 0 $0 5 Highly Urban/ Urban

0 3/10/49 0 12

No

Yes M Masters 26 Commercial $36,320 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0 3/10/49 0 0 $0 No

z_No z_F Masters Home Maker 17 Private $16,780 Pickup $0 0 $0 15 Highly Urban/ Urban

353354177 0 3/10/49 0 0 $0 No $110,784 z_No z_F Masters Home Maker 17 Private $18,660 z_SUV

1 $0 15 Highly Urban/ Urban

134224706 0 3/10/49 0 10 $45,620 No $170,796 Yes z_F Bachelors Manager 20 Private $14,790 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters Lawyer 13 Private $13,320 Minivan $5,253 3 $0 8 Highly Urban/ Urban

0

0 14

No

z_No z_F Masters Lawyer 40 Private $23,260 Van $0 0 $0 18 Highly Urban/ Urban

0 3/8/49 0 0 $0 No $0 Yes z_F z_High School Student 32 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 15

No

z_No M z_High School z_Blue Collar 52 Commercial $11,600 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/6/49 0 13

No

Yes z_F z_High School z_Blue Collar 52 Commercial $28,390 Pickup

1 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School Student 29 Commercial $10,620 z_SUV

3 $1,114 7 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Professional 35 Private $9,440 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 0 $0 No

Yes M

0 3/3/49 0 0 $0 No $0 Yes z_F z_High School Student 45 Private $6,500 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 3/3/49 0 13

No

Yes z_F PhD Doctor 45 Private $17,500 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/3/49 0 10

No

z_No M Masters 32 Commercial

Panel Truck

4 $0 Highly Urban/ Urban

0

0 8

No

z_No M Bachelors Manager 16 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No Yes M PhD 20 Commercial

Panel Truck $0 0 $0 15 z_Highly Rural/ Rural

0 2/25/49 0

No

Yes z_F Masters Lawyer 15 Private $17,600 Sports Car

1 $0 21 Highly Urban/ Urban

0 2/24/49 0 14

No

Yes M Bachelors z_Blue Collar 40 Commercial $16,130 Minivan $0 0 $0 Highly Urban/ Urban

0 2/23/49 0 11

No $0 z_No M z_High School Clerical 18 Private $12,880 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/19/49 0 13

No

z_No M Bachelors Professional 28 Private $6,050 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/18/49 0 14

No

Yes z_F z_High School Manager 60 Private $20,010 Minivan

2 $0 8 Highly Urban/ Urban

0 2/18/49 0 6

No

Yes z_F z_High School Professional 32 Private $15,860 z_SUV $0 0 $0 Highly Urban/ Urban

0 2/17/49 0 $0 No

Yes z_F Bachelors Student 31 Commercial $6,500 z_SUV

1 $0 7 Highly Urban/ Urban

0 2/15/49 0 10 No

z_No z_F z_High School Clerical 13 Private $9,370 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/15/49 0 0 $0 No

Yes z_F PhD Home Maker 27 Private $2,590 Sports Car

1

9 Highly Urban/ Urban

0 2/13/49 0 10

No $0 z_No z_F Bachelors Professional 46 Private $9,220 z_SUV $2,657 2 $0 7 Highly Urban/ Urban

0 2/11/49 0 11

No $0 z_No M Masters Professional 31 Commercial $6,500 Pickup

2 $0 16 Highly Urban/ Urban

0 2/11/49 0 11

No

z_No z_F Bachelors Home Maker 42 Private

z_SUV

3 $0 Highly Urban/ Urban

0 2/11/49 0 15

No

Yes M Bachelors z_Blue Collar 42 Commercial $6,500 Pickup

3 $0 9 Highly Urban/ Urban

0 2/10/49 0 12

No $0 z_No M Masters Lawyer 43 Private $14,120 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/10/49 0 11

No $0 z_No M z_High School z_Blue Collar 33 Commercial $23,810 Panel Truck

1

8 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School Professional 32 Private $1,500 Sports Car

3

10 Highly Urban/ Urban

0 2/6/49 0 16

No Yes z_F z_High School z_Blue Collar 47 Commercial $21,090 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F Masters Lawyer 17 Private $14,520 Pickup $7,628 2 $0 11 Highly Urban/ Urban

0 2/1/49 0 13

No

Yes M Bachelors Professional 45 Private $13,420 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 11 $102,262 No $0 z_No M z_High School z_Blue Collar 39 Commercial $16,730 Van $0 0 $0 8 z_Highly Rural/ Rural

0 1/30/49 0 0 $0 No $0 Yes M $17,009

3 $698 1 Highly Urban/ Urban

0 1/29/49 0 13

No Yes M Bachelors Manager 25 Commercial $6,600 Pickup

4 $0 12 Highly Urban/ Urban

0 1/28/49 0 11

No

Yes z_F z_High School z_Blue Collar 52 Commercial $26,560 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/24/49 0 14

No

z_No z_F Masters Manager 24 Private $16,870 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 40 Commercial

Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0 1/21/49 0 $0 No $0 z_No z_F $3,214

4 Highly Urban/ Urban

0 1/20/49 0 14 $26,537 No

Yes M Masters 36 Commercial $10,300 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 13

No

Yes M PhD 15 Commercial $8,050 Pickup

2 $0 15 Highly Urban/ Urban

725128543 0 1/19/49 0 13 $15,545 No $139,781 Yes M PhD 48 Commercial $17,060 Van $0 0 $0 15 Highly Urban/ Urban

0 1/19/49 0 7

No $0 z_No z_F z_High School z_Blue Collar 55 Commercial $11,590 z_SUV $0 0 $27,521 1 Highly Urban/ Urban

729841394 0 1/19/49 0 14

No

Yes M z_High School Clerical 14 Private $13,760 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/19/49 0 13

No $0 z_No z_F Bachelors Clerical 46 Private $14,880 Minivan

2 $2,213 10 Highly Urban/ Urban

0 1/18/49 0 8

No

Yes z_F Masters Professional 41 Private $24,790 z_SUV $5,398 3 $0 z_Highly Rural/ Rural

535621156 0 1/18/49 0 8 $91,494 No $282,486 Yes z_F Masters Professional 41 Private $27,370 Pickup $0 0 $0 z_Highly Rural/ Rural

0 1/18/49 0 13

No

z_No z_F

959710460 0 1/18/49 0 13 $36,504 No $209,726 z_No z_F

0

0

No

Yes M Bachelors Manager 35 Commercial $11,100 Pickup $0 0 $0 13 Highly Urban/ Urban

0 1/16/49 0 10

No

Yes M Masters Manager 7 Private $20,820 Van $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 44 Private $17,460 Sports Car

3 $0 20 Highly Urban/ Urban

0 1/15/49 0 9

No

Yes M z_High School z_Blue Collar 53 Commercial $38,500 Panel Truck $0 0 $5,548 1 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Professional 30 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 1/12/49 1

Yes $0 z_No M Masters Manager 52 Commercial $26,400 Panel Truck

3

13 Highly Urban/ Urban

194053983 0

0 14

No $0 z_No z_F z_High School Clerical 33 Private

z_SUV $6,909 4 $2,977 1 z_Highly Rural/ Rural

83485213 0 1/7/49 0 15

No $110,907 Yes z_F

8166151 0 1/6/49 0 8

No

Yes z_F z_High School z_Blue Collar 40 Commercial $6,730 z_SUV $0 0

10 Highly Urban/ Urban

0 1/3/49 0 14

No

Yes M Bachelors z_Blue Collar 82 Commercial $9,670 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No z_F Masters Home Maker 20 Private $6,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 12/31/48 0 14

No

Yes M Bachelors Manager 34 Commercial $11,430 Pickup $5,556 4 $0 1 Highly Urban/ Urban

912878931 0 12/31/48 0 7 $26,630 No z_No M z_High School Manager 47 Private $17,290 Minivan $0 0 $0 6 Highly Urban/ Urban
318824902 0

0 13

No

Yes z_F z_High School Professional 23 Private $12,490 Minivan $5,928 4 $0 1 Highly Urban/ Urban

0 12/29/48 0 13

No

Yes M Masters Manager 27 Commercial $24,850 Panel Truck

3 $6,691 11 Highly Urban/ Urban

0

0 8 No

Yes z_F Bachelors Manager 14 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/27/48 0 11

No

Yes M z_High School z_Blue Collar 44 Commercial $12,470 Minivan

1 $6,050 7 Highly Urban/ Urban

0

0 13 $73,668 No

Yes z_F Masters Lawyer 13 Private $8,870 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 12/24/48 0 12

No $0 z_No z_F Masters Lawyer 5 Private $16,320 Minivan $0 0 $0 20 z_Highly Rural/ Rural

945912532 0

0 13

No

z_No z_F $15,690

Sports Car $0 0

1 Highly Urban/ Urban

0 12/23/48 0 14

No

Yes z_F Bachelors z_Blue Collar 30 Commercial $10,700 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 12/23/48 0 10

No

z_No M Bachelors Manager 17 Private $14,460 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

z_No z_F PhD Lawyer 42 Private $22,830 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 12/22/48 0 0 $0 No $0 z_No z_F

0

0 5

No

Yes z_F Bachelors Home Maker 40 Private $9,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

37848520 0 12/21/48 0 5 $28,299 No $183,581 Yes z_F Bachelors Home Maker 40 Private $1,500 Sports Car $0 0 $0 11 Highly Urban/ Urban
37848520 0 12/21/48 0 5 $28,299 No $183,581 Yes z_F Bachelors Home Maker 40 Private $21,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 37 Private $6,500 Sports Car $0 0 $2,668 1 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School Manager 27 Private $19,710 Van $0 0 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Lawyer 32 Private $21,870 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 13 $79,941 No

Yes M Masters 12 Commercial $30,350 Panel Truck $0 0 $0 8 Highly Urban/ Urban

369429861 0 12/17/48 0 8

No

Yes z_F z_High School Clerical 40 Private $6,480 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

0 9

No

Yes z_F PhD 42 Commercial

Van $0 0

16 Highly Urban/ Urban

0

0 13 $5,386 No $0 Yes z_F Bachelors Student 68 Private $7,040 Sports Car

2 $0 9 Highly Urban/ Urban

627828331 0 12/12/48 0 7

No

Yes z_F Bachelors Home Maker 56 Private $10,010 z_SUV $0 0 $0 11 Highly Urban/ Urban

627828331 0 12/12/48 0 7 $43,445 No $149,248 Yes z_F Bachelors Home Maker 36 Private $22,550 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

z_No z_F Masters Manager 30 Private $6,600 Sports Car

2 $0 19 Highly Urban/ Urban

0

0 0 $0 No Yes z_F Masters Home Maker 18 Private $16,230 z_SUV

3 $0 16 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Masters Professional 20 Private $17,270 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 12/8/48 0 14 $55,246 No Yes M Masters Lawyer 26 Private $16,160 Minivan $0 0 $0 24 z_Highly Rural/ Rural

534146705 0

0 13

No

Yes z_F PhD 44 Commercial

Pickup $0 0 $0 4 Highly Urban/ Urban

0 12/5/48 0 11

No

z_No z_F Bachelors z_Blue Collar 20 Commercial $11,690 Minivan

3 $0 10 Highly Urban/ Urban

0

0

No $0 z_No z_F z_High School Student 34 Commercial $7,690 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/4/48 0 10

No

Yes z_F Masters 21 Commercial $26,370 Pickup $0 0 $0 19 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 10 Private $18,600 Van $0 0 $0 13 Highly Urban/ Urban

0

0 14 No

Yes z_F z_High School Clerical 50 Private $5,470 Sports Car $8,270 2 $0 z_Highly Rural/ Rural

0

0 12

No

Yes z_F $33,825

3 $0 1 Highly Urban/ Urban

0

0 14 No

Yes M z_High School Clerical 11 Commercial $17,300 Van $0 0 $0 7 Highly Urban/ Urban

0 11/30/48 0 14

No $0 Yes z_F Bachelors Student 41 Private $13,170 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 15

No

Yes M z_High School z_Blue Collar 35 Private $12,440 Minivan $5,863 1 $0 1 z_Highly Rural/ Rural

0 11/28/48 0 0 $0 No

Yes z_F Masters Home Maker 27 Private $18,080 z_SUV $0 0 $0 18 Highly Urban/ Urban

650809708 0

0 11

No

Yes M Masters 64 Commercial $19,610 Van $8,924 1 $7,635 1 Highly Urban/ Urban

0 11/27/48 0 10 $77,950 No

z_No M PhD Manager 5 Private $20,210 Van $13,118 1 $0 19 Highly Urban/ Urban

0 11/27/48 0 12

No $0 z_No z_F Masters Lawyer 23 Private $6,500 z_SUV $4,995 1 $0 14 Highly Urban/ Urban

0

0 12 No $0 z_No z_F z_High School Clerical 16 Private $14,910 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 9

No $0 z_No M Bachelors Professional 45 Private $8,940 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Manager 27 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 15 $36,504 No

Yes M

68419810 0

0 13

No

Yes M Bachelors Professional 13 Commercial $24,090 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Professional 25 Commercial $26,750 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 6

No

Yes M Masters Lawyer 28 Private $13,450 Minivan $0 0 $0 15 Highly Urban/ Urban

611920932 0

0 6

No $0 z_No M z_High School Manager 13 Commercial $19,080 Van $6,162 2 $0 8 Highly Urban/ Urban

611920932 0 11/16/48 0 6 $72,037 No $0 z_No M z_High School Manager 13 Commercial $19,980 Van $0 0 $3,350 8 Highly Urban/ Urban

0

0 13

No

Yes z_F

0 11/15/48 0 7

No

Yes z_F Masters Lawyer 13 Private $23,760 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 8

No

Yes M

0 11/12/48 0 7

No $0 z_No M Masters 47 Commercial $17,750 Van $8,303 2 $0 15 Highly Urban/ Urban

0

1 15

No

Yes z_F z_High School Manager 11 Private $16,010 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0

No $0 z_No M Bachelors Professional 14 Commercial

Panel Truck $3,919 3 $0 11 Highly Urban/ Urban

0 11/10/48 0 13

No

Yes M Bachelors Manager 5 Commercial $26,470 Panel Truck $0 0 $2,440 1 Highly Urban/ Urban

0

0 6

No

z_No z_F Masters Professional 26 Private $17,930 Minivan $0 0 $0 Highly Urban/ Urban

0 11/9/48 0 8 $57,906 No

Yes z_F Bachelors z_Blue Collar 51 Commercial $25,780 Minivan

2 $0 17 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 38 Private $28,140 Minivan

2 $0 11 Highly Urban/ Urban

0 11/8/48 0 15

No

z_No M Bachelors Professional 42 Commercial $24,630 Panel Truck

2 $0 8 Highly Urban/ Urban

0 11/8/48 0 6

No $0 z_No M z_High School z_Blue Collar 49 Commercial $12,820 Minivan $0 0

1 Highly Urban/ Urban

0 11/8/48 0 12

No Yes M

557773366 0

0 0 $0 No

z_No M Masters Lawyer 22 Private $13,470 Minivan $0 0 $0 1 Highly Urban/ Urban

0 11/7/48 0 7

No

Yes z_F Bachelors z_Blue Collar 15 Commercial

Van

3

11 Highly Urban/ Urban

0 11/7/48 0 6

No

z_No z_F Masters Lawyer 16 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors z_Blue Collar 38 Commercial $11,590 Sports Car $4,383 4

11 Highly Urban/ Urban

0

0 9

No $0 z_No M z_High School z_Blue Collar 60 Commercial $6,600 Pickup $0 0 $5,389 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 39 Private $6,600 Sports Car $4,545 1 $0 6 Highly Urban/ Urban

0 11/4/48 0 12

No

Yes M Bachelors z_Blue Collar 40 Commercial $6,600 Pickup $0 0 $0 14 z_Highly Rural/ Rural

0

0 15

No

Yes z_F Masters Lawyer 7 Private $25,450 z_SUV

2 $0 Highly Urban/ Urban

0 11/3/48 0 15

No

Yes z_F Bachelors Manager 36 Private $22,440 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 0 $0 No $85,559 Yes z_F z_High School Home Maker 47 Private $6,600 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 11/2/48 0

No

Yes M Bachelors z_Blue Collar 53 Commercial $16,930 Van

2 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F

9 Highly Urban/ Urban

0 10/31/48 0 14

No $0 z_No M Bachelors Manager 10 Commercial

Panel Truck

2 $0 2 Highly Urban/ Urban

953200841 0 10/31/48 0 15

No

Yes z_F Bachelors Professional 42 Commercial $1,500 Sports Car

1 $0 6 Highly Urban/ Urban

0 10/31/48 0 14

No $0 z_No M Bachelors z_Blue Collar 37 Commercial $14,770 Minivan

3 $0 10 Highly Urban/ Urban

0

0 9

No

z_No M Masters Lawyer 24 Private

Van

3 $0 17 Highly Urban/ Urban

0

0 9

No

Yes M z_High School z_Blue Collar 33 Commercial $11,220 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 10/29/48 0 12

No z_No M z_High School z_Blue Collar 23 Commercial $11,750 Pickup $6,281 2 $0 5 z_Highly Rural/ Rural

0 10/29/48 0 8

No Yes M z_High School z_Blue Collar 44 Commercial $14,110 Minivan

2 $0 5 Highly Urban/ Urban

0 10/29/48 0 0 $0 No $0 z_No M PhD Doctor 29 Private $8,310 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 31 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

289041210 0 10/27/48 0 9

No $0 z_No M Masters Lawyer 53 Private $14,310 Minivan $3,491 3 $0 13 Highly Urban/ Urban

0

0 7

No

Yes z_F Masters Professional 20 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

333169593 0 10/26/48 0 $76,916 No $255,588 Yes z_F Masters Professional 20 Private $14,290 z_SUV

5

5 Highly Urban/ Urban

0

0 13 $27,450 No

Yes M z_High School Clerical 40 Commercial $10,030 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 10/25/48 0 7

No

z_No M Bachelors Professional 52 Private $11,250 Minivan $0 0 $0 14 Highly Urban/ Urban

374898992 0 10/25/48 0 13 $27,450 No $115,618 Yes M z_High School Clerical 40 Private $9,340 Minivan $0 0 $0 1 z_Highly Rural/ Rural
320720333 0

0 5

No

Yes M Bachelors Professional 55 Private $19,420 Minivan $2,476 3 $0 6 Highly Urban/ Urban

0

0 12 $77,030 No $0 z_No z_F Masters Manager 5 Private $11,490 z_SUV

1 $0 13 Highly Urban/ Urban

0

0 16

No

Yes M Masters 23 Commercial $8,370 Pickup $0 0 $0 13 Highly Urban/ Urban

945439560 0 10/16/48 0 16 $133,469 No $376,662 Yes M Masters 23 Private $19,950 Van $0 0 $0 13 Highly Urban/ Urban

0

1 0 $0 No $0 Yes z_F z_High School Student 52 Private $11,800 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 10/15/48 0 8

No

z_No M Masters Professional 33 Private $18,660 Minivan $0 0 $0 20 Highly Urban/ Urban

0

0 12 $4,431 No $0 Yes z_F z_High School Student 48 Private $27,390 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 10/14/48 0 15

No

Yes M Masters Manager 17 Commercial $27,520 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 31 Private $6,600 z_SUV $1,230 3 $0 12 Highly Urban/ Urban

0 10/13/48 0 11

No

Yes z_F z_High School Clerical 22 Private $11,620 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/13/48 0 9 $44,977 No Yes M z_High School z_Blue Collar 41 Commercial $13,540 Minivan

1 $0 1 Highly Urban/ Urban

706760299 0 10/13/48 0 9 $44,977 No Yes M z_High School z_Blue Collar 41 Commercial $6,000 Pickup $8,060 2 $4,824 1 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Professional 39 Private $6,600 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 6 $1,022 No

Yes M Masters Manager 42 Commercial $28,350 Panel Truck $7,570 2 $0 Highly Urban/ Urban

0

0 12

No $196,320 Yes z_F

0 10/7/48 0 16

No $0 z_No z_F Masters Lawyer 16 Private $6,390 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

522803483 0 10/7/48 0 12 $35,024 No $196,320 Yes z_F

0

0 13

No

Yes z_F Bachelors Professional 46 Private $26,020 Sports Car

2 $0 1 Highly Urban/ Urban

0

0 12 No

z_No z_F Bachelors Professional 29 Commercial

Panel Truck $8,331 2 $2,707 9 Highly Urban/ Urban

0 10/3/48 0 0 $0 No $0 Yes M z_High School Student 34 Commercial

Panel Truck

5

1 Highly Urban/ Urban

0

0 8

No

Yes M z_High School z_Blue Collar 29 Commercial $31,780 Panel Truck $0 0 $0 10 z_Highly Rural/ Rural

0

0 11

No

Yes M PhD 47 Commercial $12,040 Pickup

1 $0 16 Highly Urban/ Urban

322263865 0

0 12

No

Yes M Masters Lawyer 26 Private $26,860 Minivan $0 0 $0 16 Highly Urban/ Urban

759412522 0

0 15

No

Yes M PhD Lawyer 29 Private $12,320 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 14

No

z_No M PhD Lawyer 17 Private $10,900 Minivan $3,633 1 $0 10 Highly Urban/ Urban

48190781 0 9/24/48 0 $0 No

Yes z_F z_High School Home Maker 38 Private $8,620 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 9/24/48 0 12

No

Yes M z_High School z_Blue Collar 45 Commercial $28,460 Panel Truck $0 0 $0 1 Highly Urban/ Urban

715988300 0

0 12

No

Yes z_F PhD Home Maker 26 Private $21,480 Sports Car

2 $0 17 z_Highly Rural/ Rural

805025207 0 9/23/48 0

No

z_No z_F $35,610

Pickup $0 0 $0 1 Highly Urban/ Urban

0 9/23/48 0 3

No

Yes z_F $43,350

Van $0 0 $0 Highly Urban/ Urban

0 9/23/48 0 0 $0 No $0 Yes M z_High School Student 40 Private $6,600 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

0 11

No

z_No z_F z_High School z_Blue Collar 40 Commercial $11,430 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

619836047 0

0 7

No $0 z_No M PhD Doctor 31 Private $11,550 Minivan $0 0 $0 Highly Urban/ Urban

619836047 0 9/20/48 0 7 $100,505 No $0 z_No M PhD Doctor 21 Private

Minivan

3 $0 Highly Urban/ Urban

0

0 13 $34,658 No

Yes M Bachelors Professional 31 Private $15,660 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 9/16/48 0 11

No $0 z_No M z_High School z_Blue Collar 43 Commercial $11,550 Minivan

1 $2,746 7 Highly Urban/ Urban

0 9/16/48 0 12

No

Yes z_F Bachelors Clerical 41 Private $20,030 z_SUV

1 $0 8 z_Highly Rural/ Rural

0

0 12 $27,940 No $0 z_No M

0 9/15/48 0 15

No

Yes z_F Bachelors Professional 34 Private $12,340 z_SUV

3 $2,257 4 Highly Urban/ Urban

0 9/15/48 0 15 $7,601 No

Yes z_F z_High School Home Maker 37 Private $27,680 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

z_No M Bachelors Professional 24 Private $11,880 Pickup $0 0

8 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F

0

0 11

No $0 z_No z_F Masters Lawyer 41 Private $20,580 z_SUV $0 0 $1,107 17 Highly Urban/ Urban

0 9/7/48 0 12

No

Yes z_F Bachelors Manager 25 Private $25,860 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

0 12

No

z_No M Bachelors Professional 29 Private $17,750 Van $0 0 $0 9 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Manager 35 Private $19,990 Van $0 0

1 Highly Urban/ Urban

0

1 11

No $205,130 Yes M Bachelors Professional 58 Commercial $29,990 Panel Truck $0 0 $0 1 Highly Urban/ Urban

787625629 0 9/4/48 1 11 $66,296 No $205,130 Yes M Bachelors Professional 58 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No M Masters 26 Commercial $11,940 Pickup $0 0

20 Highly Urban/ Urban

0

0 7

No z_No M Bachelors Professional 39 Commercial $28,870 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

0 12 No

Yes M Bachelors Manager 49 Commercial $31,380 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Manager 27 Private $25,840 Minivan $0 0 $0 11 Highly Urban/ Urban

0 8/27/48 0 11

No

z_No M PhD Doctor 12 Private $21,220 Van $0 0 $0 9 Highly Urban/ Urban

0

1 16 $23,640 No Yes z_F z_High School Clerical 48 Private $8,960 z_SUV

2 $0 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 56 Commercial

Pickup

1 $0 1 Highly Urban/ Urban

0 8/25/48 0 14

No

Yes z_F Bachelors z_Blue Collar 41 Commercial $19,450 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Bachelors Manager 34 Private $15,740 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 12 No

Yes z_F z_High School Clerical 18 Private $14,620 Minivan $0 0 $2,912 1 Highly Urban/ Urban

0

0 11

No z_No z_F

0

0 13

No

z_No M z_High School z_Blue Collar 36 Private $14,800 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 8/21/48 0

No

Yes M Masters Lawyer 13 Private $13,610 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 37 Private $38,290 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 7

No

Yes z_F z_High School Clerical 30 Private $7,990 Minivan $0 0 $0 1 z_Highly Rural/ Rural

420153981 0 8/18/48 0 8

No $0 z_No z_F Masters Manager 51 Private $22,480 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters 18 Commercial

Panel Truck

3 $3,288 15 Highly Urban/ Urban

0

0 11

No

z_No M Masters 29 Commercial $30,480 Panel Truck $0 0 $0 18 Highly Urban/ Urban

748139140 0 8/13/48 0 13

No

Yes M

0

0 14

No

Yes M Bachelors Clerical 41 Private $11,390 Pickup $0 0 $0 10 z_Highly Rural/ Rural

466393960 0 8/10/48 0 9 No

z_No z_F Bachelors Professional 48 Commercial $12,990 z_SUV

1

7 Highly Urban/ Urban

0

0 12

No $0 z_No z_F

0

0 0 $0 No

Yes z_F z_High School Home Maker 30 Private $11,750 Sports Car $0 0

Highly Urban/ Urban

0 8/8/48 0 13

No Yes M Masters 37 Commercial $34,270 Panel Truck

3 $0 15 Highly Urban/ Urban

0 8/8/48 0 11

No

Yes z_F

0

0

No

Yes z_F Bachelors Manager 38 Private $12,010 Minivan $0 0 $0 14 Highly Urban/ Urban

0 8/7/48 0 7

No $178,852 Yes M

0

1 12

No

Yes z_F Masters Lawyer 44 Private $6,900 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Professional 11 Private $21,220 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

1 18

No

Yes z_F z_High School z_Blue Collar 48 Commercial $15,470 z_SUV

3

1 Highly Urban/ Urban

0 7/30/48 0 7

No $0 z_No M z_High School z_Blue Collar 37 Private $17,890 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/30/48 0 13

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $11,290 z_SUV $0 0 $3,939 Highly Urban/ Urban

848839900 0 7/30/48 1 18 $30,531 No $122,736 Yes z_F z_High School z_Blue Collar 35 Commercial $6,600 z_SUV

3

1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F PhD Doctor 30 Private $20,650 Minivan $0 0 $0 21 Highly Urban/ Urban

0

0 12

No $0 z_No M

173400710 0 7/27/48 0 8

No $222,957 z_No M Masters 52 Commercial

Panel Truck $5,689 2 $4,208 18 Highly Urban/ Urban

0

0 12

No

Yes M PhD Doctor 40 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

109104767 0 7/26/48 0 7

No

Yes M Bachelors Manager 71 Private $18,950 Van $0 0 $0 8 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Professional 46 Private $6,740 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

0 12 $30,969 No

Yes M z_High School Clerical 40 Commercial $9,700 Pickup $0 0 $0 8 Highly Urban/ Urban

0 7/24/48 0 13

No $0 z_No z_F $959

1 $5,176 1 Highly Urban/ Urban

71181985 0 7/24/48 0 12 $30,969 No $181,779 Yes M z_High School Clerical 40 Commercial

Panel Truck

4 $4,688 8 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Lawyer 59 Private $35,990 Minivan $0 0

17 Highly Urban/ Urban

0

0 15

No $0 z_No M Masters Lawyer 40 Private $1,500 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No

z_No z_F Bachelors Home Maker 25 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Masters Manager 38 Private $17,040 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 32 Private $14,610 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 13

No

Yes M z_High School z_Blue Collar 25 Commercial $24,220 Minivan

1 $0 6 Highly Urban/ Urban

1

1 17

No

Yes M z_High School Manager 35 Commercial $11,510 Pickup

1

1 Highly Urban/ Urban

0

0 11

No z_No z_F Masters Lawyer 52 Private $19,350 Minivan $0 0 $0 21 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors z_Blue Collar 40 Commercial $11,300 Minivan

4 $0 6 Highly Urban/ Urban

0 7/12/48 0 $0 No $0 Yes z_F $7,999

2

4 Highly Urban/ Urban

0 7/12/48 0 9

No

Yes z_F Bachelors z_Blue Collar 59 Private $12,770 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Bachelors Manager 34 Private $20,910 Pickup

1 $0 11 Highly Urban/ Urban

809433095 0 7/11/48 0 11 $61,666 No $198,755 Yes z_F Bachelors Manager 34 Private $14,760 z_SUV

2 $0 11 Highly Urban/ Urban

0

0 9

No

Yes M z_High School z_Blue Collar 26 Commercial $12,730 Minivan $0 0 $0 9 z_Highly Rural/ Rural

1

1 8 No

Yes M z_High School z_Blue Collar 5 Commercial $12,430 Minivan $9,000 1 $6,431 11 Highly Urban/ Urban

0 7/9/48 0 12

No

Yes z_F PhD Doctor 23 Private

z_SUV

2 $0 16 Highly Urban/ Urban

0

0 7

No

Yes M PhD 43 Commercial

Panel Truck

1 $0 21 Highly Urban/ Urban

0 7/8/48 0 11

No

Yes z_F Masters Lawyer 47 Private $18,920 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors Professional 35 Private $16,130 Minivan $0 0 $0 7 Highly Urban/ Urban

371702941 0 7/7/48 0 $66,804 No $0 z_No M Bachelors Professional 21 Private $21,460 Van

3 $0 7 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters 39 Commercial $16,830 Van $0 0 $0 14 Highly Urban/ Urban

0

0 10 $83,235 No $0 z_No M Masters Manager 10 Commercial $30,400 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0 7/5/48 0 11

No

z_No z_F Bachelors Manager 27 Private $11,710 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors z_Blue Collar 20 Commercial $18,430 Minivan

2 $0 10 Highly Urban/ Urban

0 7/4/48 0 12

No

Yes z_F z_High School z_Blue Collar 23 Private $1,500 Sports Car $0 0 $0 6 Highly Urban/ Urban

0

0 6

No

Yes z_F Bachelors z_Blue Collar 20 Commercial $16,730 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 7/3/48 0 15

No

Yes M Masters Lawyer 25 Private $13,410 Minivan $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes M PhD Doctor 58 Private $15,910 Minivan

2 $0 10 Highly Urban/ Urban

670502617 0 7/2/48 0 14

No

Yes M Masters Professional 28 Private

Minivan

3 $0 19 Highly Urban/ Urban

0 7/2/48 0

No

Yes M Bachelors Professional 44 Commercial $18,110 Van

3

3 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 43 Private

Van $0 0 $0 9 Highly Urban/ Urban

0 6/28/48 0 0 $0 No $0 z_No z_F

0

0 12

No

Yes z_F Bachelors Manager 17 Private $11,560 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 8

No $0 z_No M Masters 22 Commercial $20,770 Van $0 0 $3,725 19 Highly Urban/ Urban

0 6/25/48 0 15

No Yes M Bachelors z_Blue Collar 26 Commercial $19,260 Van $0 0 $0 1 Highly Urban/ Urban

0 6/25/48 0 9

No

Yes z_F PhD Manager 32 Private $23,040 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 15

No

Yes M PhD 25 Commercial $27,310 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 6/24/48 0 3

No

Yes z_F z_High School Clerical 14 Private $25,740 Minivan $0 0 $0 1 z_Highly Rural/ Rural

88757083 0

0 13

No $185,747 Yes M Masters Lawyer 30 Private $24,350 Minivan $0 0 $0 15 Highly Urban/ Urban

0 6/21/48 0 14

No

Yes M Masters Lawyer 24 Private $7,000 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 30 Commercial $19,480 Van $0 0 $0 8 z_Highly Rural/ Rural

0 6/20/48 0 12

No

Yes M z_High School z_Blue Collar 28 Commercial $44,130 Panel Truck $0 0

1 Highly Urban/ Urban

1

1 14

No

Yes M

0

0

No

Yes z_F Masters Professional 42 Private $15,940 z_SUV

1 $0 16 Highly Urban/ Urban

0

0 14

No $0 z_No z_F z_High School Professional 5 Private $6,600 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Masters Lawyer 62 Private $19,620 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0

No

z_No M $4,613

5 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 46 Private $11,160 Sports Car

2 $0 Highly Urban/ Urban

0 6/11/48 0 0 $0 No $0 z_No z_F $27,503

4 $6,836 1 Highly Urban/ Urban

0

0 8

No

Yes M z_High School z_Blue Collar 18 Commercial $11,370 Pickup

2 $0 1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors z_Blue Collar 31 Commercial $13,030 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 8 No

z_No z_F Masters Home Maker 37 Private $9,530 z_SUV $0 0 $6,132 17 Highly Urban/ Urban

0 6/8/48 0 9

No

Yes M PhD 48 Commercial

Panel Truck $0 0 $0 6 Highly Urban/ Urban

0

0 14 No

Yes M

0 6/5/48 0 7

No

Yes M Bachelors Manager 57 Private $15,140 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 7

No $0 z_No z_F Bachelors Manager 9 Private $18,500 z_SUV $5,562 1 $0 5 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 41 Commercial

Panel Truck $0 0 $6,006 14 Highly Urban/ Urban

0 5/31/48 0 8

No

Yes M Masters Manager 39 Commercial $24,180 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 0 No $0 z_No M z_High School Student 34 Commercial $19,630 Van

2

1 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 39 Commercial

Panel Truck $0 0 $0 5 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 37 Commercial $19,370 Minivan $1,107 3 $0 1 Highly Urban/ Urban

0 5/27/48 0 12

No

Yes M Masters 18 Commercial $30,690 Panel Truck

4 $0 15 Highly Urban/ Urban

0 5/27/48 0 14

No

Yes M z_High School Professional 61 Private $13,760 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 14 $48,680 No

Yes M z_High School z_Blue Collar 44 Commercial $24,510 Minivan

1 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 27 Private $25,700 Van $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes z_F z_High School z_Blue Collar 33 Commercial $24,860 Minivan

1 $2,235 1 Highly Urban/ Urban

0 5/23/48 0 0 $0 No $0 Yes M

0

0 15 $11,070 No $0 Yes M

0 5/20/48 0 10

No

z_No z_F z_High School Clerical 19 Private $10,410 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

897488151 0 5/20/48 0 $11,070 No $0 Yes M

0

0 10

No Yes z_F z_High School z_Blue Collar 13 Commercial $15,990 z_SUV

2 $0 11 Highly Urban/ Urban

0

0 15 No

Yes M

0

0 14

No

Yes z_F z_High School Professional 16 Private $17,130 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 11 $8,260 No

z_No M z_High School Student 31 Commercial $15,620 Minivan $0 0 $0 9 Highly Urban/ Urban

0 5/16/48 0 6

No $0 z_No z_F Bachelors z_Blue Collar 27 Commercial $14,340 z_SUV $0 0

Highly Urban/ Urban

0 5/16/48 0 9

No

z_No M Masters 28 Commercial $23,380 Panel Truck $952 3 $0 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 37 Commercial $6,600 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

878478018 0 5/14/48 0 0 $0 No $0 Yes z_F z_High School Student 37 Commercial $6,600 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes z_F PhD 58 Commercial $17,320 Pickup $0 0 $0 11 Highly Urban/ Urban

35177175 0

0 7

No

Yes z_F PhD Doctor 22 Private $19,940 Minivan

1 $0 18 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 11 Private $12,660 Sports Car $0 0 $0 19 Highly Urban/ Urban

0

0 14 $121,900 No

Yes M Masters Lawyer 56 Private $14,740 Minivan

1 $0 15 Highly Urban/ Urban

0 5/8/48 0 13

No

Yes z_F Bachelors Manager 57 Private $9,270 z_SUV

1 $0 12 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 5 Private $7,850 Sports Car $2,219 1 $0 1 Highly Urban/ Urban

0 5/6/48 0 12

No $0 z_No z_F z_High School z_Blue Collar 58 Commercial $21,600 Sports Car

3 $5,548 5 Highly Urban/ Urban

174725774 0

0 13 $31,380 No

Yes M

750139165 0

0 14

No

z_No z_F PhD Doctor 54 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0

1 11

No

Yes z_F Bachelors Professional 42 Commercial $13,250 Pickup

2 $0 14 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Professional 43 Private $16,720 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Manager 36 Private $14,910 Minivan $0 0 $0 17 Highly Urban/ Urban

333567382 0 4/27/48 0 8 No $166,754 Yes M Bachelors Manager 36 Commercial $8,100 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors z_Blue Collar 37 Commercial $12,110 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/26/48 0 7

No

z_No z_F Bachelors Manager 31 Private $27,240 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

0 16 No

Yes z_F

0

0 0 $0 No

Yes z_F z_High School Home Maker 59 Private $1,500 Sports Car

3 $5,075 7 Highly Urban/ Urban

0 4/22/48 0 12

No

Yes z_F PhD Manager 26 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 12

No $0 z_No z_F PhD 40 Commercial

Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 13 $106,722 No

z_No M z_High School z_Blue Collar 34 Commercial $17,270 Van $0 0

1 Highly Urban/ Urban

684167517 0

0 12

No

Yes M Masters Lawyer 28 Private $12,880 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 15

No

Yes M PhD 32 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0 4/13/48 0 15

No

z_No M Masters Lawyer 71 Private $19,610 Van $0 0 $0 8 Highly Urban/ Urban

0 4/13/48 0 11

No

Yes M Bachelors Manager 10 Commercial $33,570 Panel Truck $0 0 $0 14 Highly Urban/ Urban

346696036 0 4/13/48 0 10

No $0 z_No z_F Masters Manager 14 Private $26,790 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F Bachelors Home Maker 33 Private $4,270 Sports Car $0 0

9 Highly Urban/ Urban

0 4/11/48 0 14

No

Yes M Masters Lawyer 40 Private $26,980 Minivan $0 0 $0 10 Highly Urban/ Urban

2

2 14 $62,894 No

Yes z_F Bachelors Clerical 84 Private $5,990 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0 4/10/48 0 12

No $0 z_No M Bachelors Professional 41 Private $18,260 Minivan

2 $0 8 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Student 23 Commercial $8,420 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 $27,030 No

Yes M z_High School Clerical 30 Private $16,570 Van

1 $0 1 Highly Urban/ Urban

0 4/8/48 1 12

No

Yes z_F Masters Professional 37 Private $12,100 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Lawyer 42 Private $6,650 Minivan

2 $2,838 17 Highly Urban/ Urban

0 4/7/48 0 14

No

Yes z_F Masters Manager 22 Private $6,600 z_SUV $0 0 $5,349 15 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors Professional 45 Private $11,770 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Clerical 28 Private $26,080 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

0 13

No $0 z_No z_F Masters Lawyer 27 Private $15,820 z_SUV $7,181 2

1 Highly Urban/ Urban

0

0 7

No

z_No M PhD Manager 18 Commercial $29,330 Panel Truck

2 $1,347 Highly Urban/ Urban

0 4/2/48 0 15

No Yes z_F Masters Lawyer 37 Private $21,780 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Manager 35 Private $15,000 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 3/31/48 0 8

No

Yes z_F Masters Professional 23 Private $30,190 Pickup $0 0 $0 8 Highly Urban/ Urban

0 3/31/48 0 0 $0 No $0 z_No z_F z_High School Home Maker 5 Private $16,760 z_SUV $0 0

4 Highly Urban/ Urban

0

0 17

No

Yes z_F Masters Manager 36 Private $20,650 z_SUV

2 $0 15 Highly Urban/ Urban

0 3/29/48 0 11

No $0 z_No M Bachelors Clerical 49 Private $1,500 Minivan

3

7 z_Highly Rural/ Rural

0 3/29/48 0 15

No $0 z_No z_F PhD Home Maker 36 Private $20,730 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0

0 16

No

Yes M z_High School z_Blue Collar 68 Commercial $7,900 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No

Yes M z_High School Student 16 Commercial $6,720 Pickup $3,029 2

Highly Urban/ Urban

0 3/26/48 0 14

No

Yes M Masters Manager 50 Private $15,740 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 27 Private $6,600 Sports Car $0 0 $0 13 Highly Urban/ Urban

0

0 9

No

Yes M Masters Manager 35 Commercial $6,600 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 41 Private $20,550 Sports Car $0 0 $0 5 z_Highly Rural/ Rural

0

0 12

No $0 z_No M Masters 29 Commercial $27,980 Panel Truck $0 0 $0 17 z_Highly Rural/ Rural

0

0 15

No

Yes M Bachelors Professional 80 Commercial $17,080 Van

2 $0 12 Highly Urban/ Urban

0 3/7/48 0 7

No $0 z_No z_F Masters 26 Commercial $28,290 Pickup

4 $0 21 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Manager 39 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0

0 13

No

z_No z_F Bachelors Home Maker 18 Private $10,370 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 3/5/48 0 0 $0 No

Yes M z_High School Student 29 Commercial $6,600 Pickup $0 0 $0 7 Highly Urban/ Urban

0

1 13

No

Yes z_F z_High School Manager 18 Private $20,130 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 3/4/48 0 9

No

z_No z_F z_High School z_Blue Collar 42 Commercial $31,120 Minivan $0 0 $0 z_Highly Rural/ Rural

213844786 0 3/4/48 0 10

No

z_No M PhD 42 Commercial $18,380 Van

3 $0 16 Highly Urban/ Urban

213844786 0 3/4/48 0 10 $117,791 No $343,849 z_No M PhD 18 Private $19,730 Van $0 0 $0 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Professional 62 Commercial $40,180 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 3/3/48 0 8

No $0 z_No M Bachelors z_Blue Collar 31 Commercial $14,650 Minivan

2

14 Highly Urban/ Urban

0 3/3/48 0 7

No $0 z_No z_F Masters Lawyer 44 Private $10,630 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 14 $57,775 No

Yes M Bachelors z_Blue Collar 46 Commercial $7,780 Pickup $0 0 $0 11 Highly Urban/ Urban

0 3/2/48 0 13

No z_No z_F Masters Lawyer 16 Private $19,670 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

z_No z_F Bachelors z_Blue Collar 43 Commercial $14,370 z_SUV

4 $0 9 Highly Urban/ Urban

0 3/1/48 0 10

No

Yes z_F PhD Doctor 45 Private $24,280 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 2/27/48 0 10

No $0 z_No M z_High School z_Blue Collar 32 Commercial $9,540 Pickup $0 0

1 Highly Urban/ Urban

0 2/23/48 0 12

No

Yes z_F Bachelors Professional 34 Private $6,940 z_SUV $0 0 $0 Highly Urban/ Urban

0 2/19/48 0 11

No Yes M Masters 22 Commercial

Panel Truck $0 0 $0 19 Highly Urban/ Urban

0 2/17/48 0 9

No

Yes M PhD Manager 46 Commercial $24,650 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 5

No $0 z_No M Bachelors Professional 30 Private $14,370 Minivan $5,399 1 $0 9 Highly Urban/ Urban

0 2/16/48 0 10

No

Yes M Bachelors Clerical 39 Private $11,110 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 0 No $0 Yes M Bachelors Student 18 Private $1,500 Minivan $0 0 $0 13 z_Highly Rural/ Rural

736548294 0 2/14/48 0

No $0 z_No z_F Bachelors Professional 34 Private $21,890 z_SUV

2 $0 1 Highly Urban/ Urban

0 2/14/48 0 11

No

Yes M Bachelors z_Blue Collar 50 Commercial $6,600 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 2/14/48 0 11

No

z_No M Masters Lawyer 23 Private $17,520 Van

1 $0 17 Highly Urban/ Urban

672549561 0 2/12/48 0 11

No $0 z_No M Masters Professional 56 Private $14,620 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/12/48 0 6 No

Yes z_F Bachelors Professional 45 Commercial $21,390 Pickup $1,744 2 $0 11 Highly Urban/ Urban

924108063 0 2/12/48 0 No Yes z_F Bachelors Professional 45 Private $33,800 Minivan

1 $0 11 Highly Urban/ Urban

632136589 0 2/12/48 0 0 $0 No

z_No z_F Bachelors Home Maker 61 Private $6,600 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/8/48 0 6

No $0 z_No M Masters Professional 5 Private $13,320 Minivan $0 0 $0 Highly Urban/ Urban

0

0 9

No

z_No M z_High School z_Blue Collar 32 Commercial $11,620 Pickup

3 $0 1 Highly Urban/ Urban

0 2/7/48 0 13

No

Yes M Masters Lawyer 25 Private $16,640 Van $0 0 $0 15 Highly Urban/ Urban

750731752 0 2/7/48 0 16 $17,398 No

Yes M Bachelors Professional 7 Private $17,010 Van $0 0 $0 14 Highly Urban/ Urban

750731752 0 2/7/48 0 16 $17,398 No $165,641 Yes M Bachelors Professional 28 Private $23,720 Minivan $0 0 $0 14 Highly Urban/ Urban
680425927 0 2/7/48 0 9 $50,166 No $187,297 z_No M z_High School z_Blue Collar 32 Commercial $11,620 Minivan

3 $0 1 Highly Urban/ Urban

750731752 0 2/7/48 0 16 No $165,641 Yes M Bachelors Professional 7 Private

Minivan $0 0

14 Highly Urban/ Urban

0

0 17

No

Yes z_F z_High School Professional 39 Private $24,450 Minivan $0 0 $0 10 Highly Urban/ Urban

0 2/5/48 0 13

No

Yes M z_High School z_Blue Collar 55 Commercial $7,250 Pickup $0 0

6 Highly Urban/ Urban

494349872 0 2/4/48 0 9

No

Yes M Bachelors Manager 16 Private $6,400 Pickup $0 0 $0 12 Highly Urban/ Urban

0 2/4/48 0 7

No $0 z_No M

494349872 0 2/4/48 0 9 $78,283 No $262,744 Yes M Bachelors Manager 5 Private $15,380 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/2/48 0 10

No $0 z_No M z_High School Manager 57 Private $6,600 Pickup $0 0

1 Highly Urban/ Urban

119682574 0 2/2/48 0 13

No

Yes M Bachelors Professional 20 Private $1,530 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/2/48 0 13 No

Yes z_F Bachelors Professional 28 Private $6,460 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/1/48 0 8

No

Yes M Bachelors Manager 35 Commercial $18,830 Van $5,109 2 $0 9 Highly Urban/ Urban

0 1/30/48 0 12

No $0 z_No M Masters Lawyer 37 Private $16,900 Van

2 $0 13 Highly Urban/ Urban

46413377 0 1/30/48 0 11

No $0 z_No z_F Masters Manager 23 Private $17,930 z_SUV

3 $0 14 Highly Urban/ Urban

46413377 0 1/30/48 0 11 $152,462 No $0 z_No z_F Masters Manager 39 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 13 $109,056 No

Yes z_F Masters Lawyer 27 Private $18,480 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 1/28/48 0 12

No

z_No z_F Masters Professional 35 Private $22,330 Minivan $0 0 $0 21 Highly Urban/ Urban

0 1/28/48 0 11

No Yes z_F Bachelors Manager 12 Commercial $23,520 Pickup $0 0 $0 8 Highly Urban/ Urban

0 1/25/48 0 12

No

Yes z_F PhD Professional 48 Private $13,390 Sports Car $0 0 $4,896 17 z_Highly Rural/ Rural

0

0 14

No

z_No z_F Bachelors Clerical 32 Private $10,460 z_SUV

2 $0 8 Highly Urban/ Urban

0 1/23/48 0 13

No

Yes M Bachelors Professional 41 Commercial $22,010 Van $0 0 $0 14 z_Highly Rural/ Rural

112422649 0 1/23/48 1 14

No

Yes z_F Bachelors z_Blue Collar 26 Commercial

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 1/21/48 0 10

No $0 z_No M z_High School Professional 68 Commercial $23,740 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 1/21/48 0 13

No

Yes z_F Bachelors Professional 8 Private $11,930 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/21/48 0 12

No

z_No M Bachelors Manager 44 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 1/20/48 0 14

No

Yes M PhD Manager 45 Commercial $22,570 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0 1/20/48 0 13

No

Yes M Bachelors Professional 31 Private $6,600 Pickup $0 0 $0 15 Highly Urban/ Urban

0 1/18/48 0 12

No $0 z_No z_F z_High School Home Maker 30 Private $12,850 Minivan

2 $0 Highly Urban/ Urban

0

0 16

No

Yes M z_High School z_Blue Collar 49 Commercial $14,760 Minivan

3 $0 10 Highly Urban/ Urban

0 1/16/48 0 11

No $0 z_No z_F Bachelors z_Blue Collar 28 Commercial $16,510 z_SUV $5,217 2 $0 11 Highly Urban/ Urban

0 1/16/48 0 10

No $0 z_No M PhD Doctor 32 Private $22,040 Van $1,305 4 $0 18 Highly Urban/ Urban

0 1/15/48 0 14

No

Yes z_F Bachelors Home Maker 45 Private $1,500 z_SUV

3 $4,298 12 Highly Urban/ Urban

0 1/15/48 0 12

No

Yes M z_High School z_Blue Collar 41 Commercial $11,700 Pickup $0 0 $0 7 Highly Urban/ Urban

0 1/15/48 0 12

No

Yes M Bachelors z_Blue Collar 38 Commercial $12,830 Minivan $6,127 2 $0 7 Highly Urban/ Urban

329068647 0

0 8

No $0 z_No M Bachelors Manager 74 Private $19,740 Minivan $4,447 3 $0 4 Highly Urban/ Urban

0 1/14/48 0 13

No $0 z_No z_F PhD Doctor 51 Private

Van $0 0 $0 20 Highly Urban/ Urban

0

0 12

No

Yes M PhD Lawyer 22 Private $1,500 Minivan $0 0 $0 19 Highly Urban/ Urban

0 1/12/48 0 7 $26,114 No $0 z_No z_F Masters Lawyer 36 Private $9,780 Minivan

2

8 Highly Urban/ Urban

0 1/6/48 0 4

No $0 z_No z_F PhD Doctor 52 Private $13,850 z_SUV

4 $0 15 Highly Urban/ Urban

0 1/3/48 0 13

No

z_No z_F $2,600

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 1/3/48 0 11

No $0 z_No z_F Masters Manager 23 Private $20,320 Minivan

2 $0 8 Highly Urban/ Urban

784370129 0 1/3/48 0 11

No

Yes M Masters Lawyer 26 Private $13,230 Minivan $0 0 $0 Highly Urban/ Urban

944419063 0 1/3/48 0 13 $32,159 No $195,096 z_No z_F

0

0 13 $32,570 No

Yes M Bachelors Clerical 17 Commercial $9,860 Pickup

1 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters 41 Commercial $7,820 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 12 $50,375 No Yes M z_High School z_Blue Collar 37 Commercial $10,790 Pickup $0 0 $0 1 Highly Urban/ Urban

0 12/27/47 0 12

No $0 z_No M PhD Doctor 23 Private $17,810 Van $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Student 5 Commercial $11,180 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 12/26/47 0 10 $55,573 No $0 z_No z_F Masters Lawyer 18 Private $12,160 z_SUV

1 $0 14 Highly Urban/ Urban

0

0 16

No

Yes M z_High School Clerical 51 Commercial $18,050 Van $0 0 $0 1 z_Highly Rural/ Rural

0 12/25/47 0 13

No

Yes M Bachelors Manager 26 Private $11,720 Pickup $0 0 $0 13 Highly Urban/ Urban

673625030 0 12/25/47 0 16 No $170,380 Yes M z_High School Clerical 51 Commercial $23,520 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0 12/25/47 1 14

No

Yes M

945912532 0

0 13

No $0 z_No z_F

0

0 12

No

Yes z_F

0

0 12

No

Yes z_F Bachelors Clerical 30 Private $20,160 Minivan $4,577 2 $0 14 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 30 Commercial $12,360 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 12/21/47 0 13

No

Yes z_F z_High School z_Blue Collar 49 Private $20,490 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M z_High School Clerical 22 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/20/47 0 14

No

z_No M Masters Lawyer 37 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 12/20/47 0 11

No $0 z_No z_F z_High School z_Blue Collar 11 Commercial $11,900 z_SUV $0 0 $1,937 1 Highly Urban/ Urban

0

0 10 $8,900 No

Yes z_F z_High School Home Maker 65 Private $11,600 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/18/47 0 12

No

Yes z_F PhD Doctor 58 Private $6,600 z_SUV

4 $0 16 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Lawyer 5 Private $16,620 Van

1 $0 Highly Urban/ Urban

0

0 15

No

Yes M z_High School Clerical 25 Commercial $23,860 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 7

No

Yes M Masters Manager 11 Private $12,020 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 14

No $0 Yes z_F z_High School Student 61 Commercial $17,500 z_SUV $0 0

7 Highly Urban/ Urban

0

0 15

No $187,295 Yes z_F z_High School z_Blue Collar 26 Commercial $12,380 Pickup $0 0

6 Highly Urban/ Urban

887285113 0 12/11/47 0 11

No $0 z_No z_F Masters Manager 5 Commercial $28,650 Pickup $4,631 2 $0 Highly Urban/ Urban

0

0 4

No $0 z_No z_F z_High School Clerical 24 Private $6,600 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/10/47 0 11

No

Yes M z_High School z_Blue Collar 5 Commercial $18,900 Van

1 $5,374 11 Highly Urban/ Urban

0 12/10/47 0 9

No

Yes z_F Bachelors Manager 22 Private $16,830 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0

No

Yes M Masters Manager 22 Commercial $19,780 Van $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 50 Commercial $26,130 Pickup $1,412 3 $0 1 Highly Urban/ Urban

0 12/7/47 0 15 $16,750 No

Yes M

0

0 11

No

Yes z_F Masters Professional 28 Private $43,560 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

317029629 0 12/5/47 0 11 $142,545 No $398,369 Yes z_F Masters Professional 28 Private $20,850 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 11

No $0 z_No M

0 12/3/47 0 14

No

Yes M Masters Lawyer 23 Private $1,500 Minivan $0 0 $0 16 Highly Urban/ Urban

0 12/3/47 0 12

No

Yes M PhD Manager 70 Commercial $19,920 Van $0 0 $338 11 Highly Urban/ Urban

0 12/3/47 0 4

No $0 z_No z_F Masters Home Maker 53 Private $22,440 z_SUV

3

17 Highly Urban/ Urban

0

0 14

No z_No M Masters 24 Commercial $10,310 Pickup

3 $785 19 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Lawyer 19 Private $26,310 Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/30/47 0 12

No

z_No M z_High School Clerical 45 Private $13,730 Minivan

1 $0 1 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Manager 38 Private $11,160 Sports Car $0 0 $7,463 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 24 Private $8,430 z_SUV $3,644 2 $0 16 Highly Urban/ Urban

816452105 0 11/28/47 0 13 $30,764 No Yes z_F Masters Lawyer 24 Private $9,680 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Manager 14 Private $13,790 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 16 Private $19,270 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 11 No

z_No M z_High School z_Blue Collar 31 Commercial $10,670 Pickup $0 0

10 Highly Urban/ Urban

0

0 11

No

Yes M z_High School Manager 19 Private $13,330 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

Yes M PhD Manager 34 Private

Van $0 0 $0 17 Highly Urban/ Urban

131312301 0

1 15

No

Yes z_F z_High School Professional 16 Private $20,340 z_SUV

2 $0 1 Highly Urban/ Urban

0

0 6

No

Yes z_F Bachelors Professional 26 Commercial $27,790 Van $0 0 $0 14 Highly Urban/ Urban

0

0 14

No $0 z_No M PhD Doctor 19 Private $1,500 Minivan $0 0 $0 20 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Manager 20 Private $14,230 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 13

No $0 z_No M z_High School z_Blue Collar 42 Commercial $27,710 Panel Truck $0 0

1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Manager 35 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 3

No $0 z_No M PhD Doctor 19 Private $13,840 Minivan

4 $0 15 Highly Urban/ Urban

0 11/5/47 0 13

No z_No z_F Masters Manager 35 Private $8,510 z_SUV $0 0 $0 13 Highly Urban/ Urban

41022073 0

0 15

No

Yes z_F z_High School Clerical 33 Commercial $29,850 Pickup $6,600 3 $2,985 1 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD Lawyer 15 Private $17,950 Van $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 40 Commercial $8,740 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 8

No

Yes M PhD Doctor 25 Private $11,750 Minivan $0 0 $0 14 Highly Urban/ Urban

742200775 0

0 11

No

z_No z_F Masters Lawyer 11 Private $19,960 Pickup

3

18 Highly Urban/ Urban

0 10/28/47 0 12

No

Yes M Masters 11 Commercial $22,140 Van $0 0 $0 13 Highly Urban/ Urban

742200775 0 10/28/47 0 11 $137,357 No $327,227 z_No z_F Masters Lawyer 11 Private $17,750 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F

0

0 11

No

z_No z_F Bachelors Professional 28 Private $21,660 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 10/23/47 0 12

No

z_No M

0 10/23/47 0 12

No Yes M Masters Lawyer 27 Private $14,990 Minivan $0 0 $0 12 Highly Urban/ Urban

773852602 0 10/23/47 0 12

No $0 z_No z_F Masters Manager 41 Private $18,460 z_SUV $0 0 $0 10 Highly Urban/ Urban

773852602 0 10/23/47 0 12 $47,161 No $0 z_No z_F Masters Manager 41 Private $14,300 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 10 $2,680 No $0 z_No z_F PhD Home Maker 53 Private

Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 10/19/47 0 12

No

Yes z_F Bachelors z_Blue Collar 52 Commercial $27,670 Sports Car $0 0 $0 11 Highly Urban/ Urban

1

1 12

Yes

z_No M Bachelors Manager 12 Private $1,500 Minivan $0 0 $3,971 10 Highly Urban/ Urban

0

0 10

No

z_No M PhD 40 Commercial $21,300 Van $6,730 2 $0 13 Highly Urban/ Urban

0

0 4

No $0 z_No z_F z_High School z_Blue Collar 47 Commercial $1,500 z_SUV

4

Highly Urban/ Urban

0

0 12

No

Yes M z_High School z_Blue Collar 42 Commercial $16,540 Van $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No

z_No M Bachelors z_Blue Collar 58 Commercial $6,700 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Masters Lawyer 26 Private $14,220 Sports Car $0 0 $0 10 Highly Urban/ Urban

0 10/10/47 0 11

No

Yes M z_High School z_Blue Collar 7 Commercial $10,840 Pickup $0 0

8 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 28 Private $17,530 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 14

No

z_No z_F Masters Lawyer 21 Private $22,880 Minivan $0 0 $0 16 Highly Urban/ Urban

58554153 0 10/7/47 0 14 $31,616 No $0 z_No M Bachelors Professional 42 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 74 Private $17,130 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 10/6/47 0 15

No

Yes M Bachelors z_Blue Collar 18 Commercial $23,900 Panel Truck

1 $0 1 Highly Urban/ Urban

0

0 7

No $0 z_No M

2 $0 7 Highly Urban/ Urban

0 10/4/47 0 12 $99,034 No $0 z_No z_F Masters Manager 23 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 10 $32,140 No

Yes z_F Masters Lawyer 48 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 9/29/47 0 11

No $0 z_No M z_High School z_Blue Collar 53 Commercial $15,360 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 9/29/47 0 11

No

Yes z_F PhD 32 Commercial

Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors Professional 39 Private $17,740 Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/27/47 0 10

No

Yes M PhD Home Maker 5 Private $10,810 Sports Car

1 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 55 Commercial $20,160 Minivan $7,888 2 $0 1 Highly Urban/ Urban

0 9/26/47 0 12

No $0 z_No z_F Masters Professional 43 Private $9,920 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 9/26/47 0 13

No

Yes z_F z_High School Home Maker 42 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 9/26/47 0 7 $33,560 No

Yes M z_High School Clerical 26 Commercial $10,060 Pickup

1 $0 9 Highly Urban/ Urban

0 9/26/47 0 12

No

Yes M Masters 29 Commercial $18,710 Van $5,866 3 $0 13 Highly Urban/ Urban

0

0 12 No z_No z_F Masters Lawyer 37 Private $15,650 Sports Car $7,428 2 $0 16 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors Manager 15 Commercial $20,870 Van $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Clerical 41 Private $14,720 Minivan $0 0 $0 13 Highly Urban/ Urban

751270923 0

0 16

No

Yes M Bachelors z_Blue Collar 61 Commercial $15,810 Minivan $5,171 2 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters 57 Commercial $18,360 Pickup $11,754 1 $0 Highly Urban/ Urban

0 9/19/47 0 11

No

Yes z_F Bachelors Manager 21 Private $11,090 Pickup $0 0 $0 9 Highly Urban/ Urban

377628766 0

0 8

No

z_No M PhD Manager 26 Commercial $17,570 Van $10,200 3

16 Highly Urban/ Urban

0 9/18/47 0 0 $0 No $0 Yes z_F z_High School Student 62 Commercial $19,240 Minivan $6,902 2

9 Highly Urban/ Urban

0

0 13

No

Yes M Masters 51 Commercial $6,700 Pickup $5,984 2

16 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 33 Commercial $35,190 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Manager 23 Private $13,150 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No $0 z_No z_F PhD Lawyer 30 Private $17,390 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0

0 12 $125,625 No

Yes z_F Bachelors Manager 15 Private $20,120 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 9

No

Yes M Masters Manager 29 Private $23,490 Minivan $0 0 $0 Highly Urban/ Urban

0 9/6/47 0 8 $96,707 No

Yes M z_High School z_Blue Collar 32 Commercial $29,370 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No z_F PhD Doctor 41 Private $22,480 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 14 No $0 z_No M Bachelors Manager 8 Private $14,440 Minivan

2 $0 8 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School Manager 34 Commercial

Panel Truck $3,176 1 $0 5 Highly Urban/ Urban

0 9/3/47 0 14

No

z_No M Masters Lawyer 16 Private $14,440 Minivan

3 $0 15 Highly Urban/ Urban

0 9/3/47 0 9

No

Yes z_F PhD Doctor 17 Private $15,610 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 5

No $0 z_No z_F Bachelors Manager 30 Private $17,930 Sports Car

1 $0 10 Highly Urban/ Urban

0 8/31/47 0 6

No $0 z_No M Masters Lawyer 22 Private $6,700 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 11

No $0 z_No z_F PhD 32 Commercial $35,980 Pickup $8,292 3 $0 12 Highly Urban/ Urban

0

0 13

No

z_No M Bachelors Manager 44 Private $15,730 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/26/47 0 14

No

Yes z_F Masters Lawyer 13 Private $23,260 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M

0

0 10

No

Yes M PhD 37 Commercial $10,090 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 12

No

Yes M z_High School z_Blue Collar 44 Commercial $10,950 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 13

No

Yes M

0

0 13

No

Yes M Bachelors Professional 46 Commercial $26,630 Panel Truck

1 $5,399 15 Highly Urban/ Urban

0

0 14

No $251,642 Yes z_F Bachelors Manager 22 Private $9,290 z_SUV

2 $0 9 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F z_High School Student 48 Commercial $9,280 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 8/12/47 0 11

No

Yes z_F Masters Manager 19 Private $18,760 Minivan $0 0 $0 17 Highly Urban/ Urban

30587067 0 8/12/47 0 11 No $236,742 Yes z_F Masters Manager 19 Private $23,410 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

z_No M

616722972 0 8/10/47 0 13 No $163,285 z_No M

0

0 10 $5 No $0 z_No M Bachelors Student 38 Commercial $6,700 Pickup $4,824 3 $4,298 11 Highly Urban/ Urban

0

0 13 $59,496 No

Yes z_F Bachelors Professional 17 Private $14,070 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Professional 22 Commercial $18,660 Van $0 0 $0 10 Highly Urban/ Urban

0

0 11

No

z_No M PhD Doctor 36 Private $10,950 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 29 Private $6,700 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 8/1/47 0 17

No

Yes M Masters Lawyer 41 Private $13,520 Minivan $0 0 $0 22 Highly Urban/ Urban

363479465 0 8/1/47 0 $152,004 No $406,183 Yes z_F Masters Lawyer 29 Private $21,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Masters Lawyer 43 Private $13,290 z_SUV

1 $4,312 16 Highly Urban/ Urban

0 7/30/47 0 13

No

Yes z_F Masters Lawyer 51 Private $11,560 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 16 Private $26,410 Minivan $0 0 $0 17 Highly Urban/ Urban

0 7/25/47 0 12 No Yes M Bachelors z_Blue Collar 30 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School Clerical 69 Commercial $10,580 Pickup $1,552 2

10 Highly Urban/ Urban

0

0 10

No

z_No M Masters Lawyer 61 Private $8,840 Minivan $0 0 $0 13 Highly Urban/ Urban

0 7/19/47 0 0 $0 No

Yes M

0 7/19/47 0 10

No $0 z_No M Masters 33 Commercial $23,640 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 14

No Yes M z_High School Professional 41 Commercial $8,430 Pickup $0 0 $0 8 Highly Urban/ Urban

0 7/17/47 0 0 $0 No

z_No z_F Bachelors Home Maker 70 Private $15,070 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 10 No

Yes z_F Bachelors Professional 20 Commercial $19,930 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 6

No

Yes z_F Bachelors Professional 49 Commercial $17,360 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School Clerical 41 Private $14,860 z_SUV $0 0

1 Highly Urban/ Urban

0

0 14

No

Yes M z_High School Clerical 30 Commercial $11,860 Pickup $0 0 $0 9 z_Highly Rural/ Rural

609564786 0 7/6/47 0 11

No $0 z_No z_F Bachelors Manager 13 Private $21,650 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Professional 27 Private

z_SUV

1

1 Highly Urban/ Urban

752304401 0 7/5/47 0

No Yes z_F

0

0 13

No $0 z_No z_F PhD Manager 54 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0 7/4/47 0 14

No

Yes M Masters 26 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

745183922 0

0

No $0 z_No z_F PhD Doctor 38 Private $13,410 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 12

No

z_No M z_High School Manager 30 Commercial $18,160 Van

3 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 43 Private $9,280 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 11

No

Yes M Bachelors Manager 20 Private $11,130 Minivan $0 0 $0 12 Highly Urban/ Urban

0 6/27/47 0

No

Yes M Bachelors Professional 39 Private $11,220 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 14

No $0 Yes M z_High School Student 20 Private $3,030 Minivan $6,796 2 $4,370 7 Highly Urban/ Urban

0 6/26/47 0 11

No

Yes z_F z_High School Clerical 68 Private $15,820 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

59213729 0 6/26/47 0

No $0 z_No M Masters Lawyer 8 Private $12,850 Minivan $1,304 1 $0 16 Highly Urban/ Urban

0 6/26/47 0 10

No $0 z_No z_F z_High School Home Maker 51 Private $16,850 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 12

No $0 z_No z_F PhD Lawyer 19 Private $6,700 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 6/25/47 0 13

No $0 z_No M Masters Manager 8 Commercial $19,170 Van

5 $0 11 Highly Urban/ Urban

0 6/25/47 0

No

Yes z_F Masters Lawyer 28 Private $11,350 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 8

No

z_No M Masters Lawyer 22 Private $18,100 Van $0 0 $0 13 Highly Urban/ Urban

0

0 14

No

Yes M PhD Doctor 26 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

88757083 0 6/22/47 0 13 No

Yes M Masters 68 Commercial $9,560 Pickup

1 $0 15 Highly Urban/ Urban

0

0 13

No

Yes M

0

0 10

No $0 z_No z_F Bachelors Manager 31 Private $20,580 Minivan $0 0 $0 11 Highly Urban/ Urban

695752672 0

0 9

No Yes z_F Masters Professional 31 Private $15,780 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors z_Blue Collar 35 Commercial $26,270 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 6/17/47 0 16

No

Yes M Bachelors Manager 18 Commercial $20,250 Van

3 $0 13 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 5 Commercial $22,490 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 9

No

z_No z_F Masters Manager 26 Private $18,910 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 49 Private $9,460 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 33 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 35 Private $15,780 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 9

No

z_No z_F Bachelors z_Blue Collar 36 Commercial $15,120 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 6/6/47 0 14

No

Yes M PhD Doctor 53 Private $15,110 Minivan

2 $0 Highly Urban/ Urban

0 6/6/47 0 16

No

Yes M z_High School z_Blue Collar 31 Commercial $18,390 Minivan

3 $0 9 Highly Urban/ Urban

0 6/6/47 0 13

No

Yes M $5,243

3 $0 1 Highly Urban/ Urban

0

0 10

No

Yes M PhD Home Maker 5 Private $11,320 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 11 No $0 z_No M PhD Manager 35 Commercial $23,320 Panel Truck $0 0 $0 8 Highly Urban/ Urban

169244879 0

0 14

No

Yes M z_High School Professional 33 Private $11,180 Pickup $0 0 $0 1 z_Highly Rural/ Rural

169244879 0 5/28/47 0 14 $33,255 No $185,460 Yes M z_High School Professional 61 Private $10,030 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No Yes z_F Masters Manager 28 Private $10,160 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Lawyer 78 Private $14,350 z_SUV $0 0

16 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters 45 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F z_High School Home Maker 22 Private

z_SUV $7,070 1

10 Highly Urban/ Urban

0 5/24/47 0 13

No

Yes M Bachelors z_Blue Collar 13 Commercial $14,670 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 0 No $0 Yes z_F z_High School Student 22 Private $1,500 Sports Car $0 0 $3,079 7 Highly Urban/ Urban

0

0 9

No

Yes M z_High School Professional 5 Commercial $26,650 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 12 $78,609 No

z_No M Bachelors Professional 37 Private $18,910 Van $0 0 $0 11 z_Highly Rural/ Rural

0 5/20/47 0 13

No

Yes M

1 $0 1 Highly Urban/ Urban

0 5/20/47 0 15

No $173,894 Yes M Bachelors Professional 8 Private $7,390 Pickup

2 $0 9 Highly Urban/ Urban

52463713 0 5/20/47 0 12 $78,609 No $281,358 z_No M Bachelors Professional 37 Private $17,520 Van $0 0 $0 11 z_Highly Rural/ Rural
434682556 0

0 15

No

Yes M

434682556 0 5/19/47 0 15 No $164,119 Yes M $5,087

3 $0 7 z_Highly Rural/ Rural

0

0 3

No

Yes M PhD Doctor 25 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

1 5/18/47 1

Yes

z_No z_F Bachelors Professional 44 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

0 12 $24,590 No

Yes M z_High School z_Blue Collar 59 Commercial $10,350 Minivan

1 $0 Highly Urban/ Urban

0 5/15/47 0 8

No $175,392 Yes M

0 5/15/47 0 12 No $0 z_No M z_High School z_Blue Collar 30 Commercial $25,720 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 5/15/47 0 17

No Yes z_F PhD 33 Commercial

Van $1,482 2 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 12 Private $17,610 Minivan $0 0 $0 Highly Urban/ Urban

0 5/14/47 0 12

No

Yes z_F Bachelors z_Blue Collar 28 Commercial $17,280 z_SUV $0 0 $0 11 Highly Urban/ Urban

983800811 0 5/14/47 0 13 $41,137 No Yes M Masters Professional 47 Private $15,770 Minivan $0 0 $0 15 z_Highly Rural/ Rural
983800811 0 5/14/47 0 13 $41,137 No Yes M Masters Professional 49 Private $14,080 Minivan $0 0 $0 15 z_Highly Rural/ Rural
983800811 0 5/14/47 0 13 No Yes M Masters Professional 26 Private $12,160 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 5/14/47 0 13

No

Yes z_F z_High School Clerical 26 Private $7,100 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

0

No $0 z_No M Bachelors Clerical 36 Private $10,300 Pickup $5,236 2 $3,587 Highly Urban/ Urban

624628682 0 5/11/47 0 No z_No M Bachelors Clerical 36 Commercial $22,590 Panel Truck $0 0

Highly Urban/ Urban

0

0 14 No Yes z_F Bachelors Professional 18 Private $12,720 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 37 Private $1,500 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 5/7/47 0 13 No

Yes M Masters 28 Commercial $16,530 Van

1

11 Highly Urban/ Urban

0

0 14 $25,835 No

Yes z_F z_High School Clerical 53 Private $11,340 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 5/5/47 0 14

No

Yes z_F Masters Lawyer 47 Private $12,120 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Clerical 32 Private $5,640 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 9

No

z_No z_F Masters 35 Commercial $17,860 Pickup

3 $5,065 19 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Manager 32 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/1/47 0 10

No

Yes z_F Masters Lawyer 24 Private $12,900 z_SUV $0 0 $0 23 Highly Urban/ Urban

0

0 16

No

Yes z_F z_High School z_Blue Collar 5 Private $7,270 z_SUV $6,217 1 $0 1 Highly Urban/ Urban

0

0

No Yes M PhD 42 Commercial $20,920 Van $0 0 $0 15 Highly Urban/ Urban

0 4/27/47 0 10

No $0 z_No M z_High School Student 21 Private $7,110 Pickup $0 0 $0 8 Highly Urban/ Urban

0

1 11

Yes $0 z_No z_F z_High School z_Blue Collar 28 Commercial $15,210 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 6

No $0 z_No M Bachelors z_Blue Collar 23 Commercial $18,210 Van $7,619 1

1 Highly Urban/ Urban

0

0 7

No

Yes M $8,882

3

5 Highly Urban/ Urban

637739719 0 4/23/47 0 7 $64,014 No $244,863 Yes M

0

0 12

No $0 z_No M z_High School z_Blue Collar 61 Commercial $22,280 Minivan $0 0 $0 12 Highly Urban/ Urban

0 4/21/47 0 14

No $117,398 z_No z_F $26,920

z_SUV $0 0

7 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Professional 34 Private $33,440 Pickup $0 0 $0 6 Highly Urban/ Urban

0 4/20/47 0 10

No $0 z_No M Masters 43 Commercial $23,650 Panel Truck $0 0 $11,770 9 Highly Urban/ Urban

0

0 11

No

z_No z_F PhD Doctor 53 Private $17,080 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No $0 z_No z_F $1,606

2

6 Highly Urban/ Urban

498721403 0 4/18/47 0 11 $12,169 No $0 z_No z_F $52,465

1 $0 4 Highly Urban/ Urban

0

0 $70,232 No

Yes z_F z_High School z_Blue Collar 33 Commercial $13,750 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 4/14/47 0 8

No

z_No z_F PhD Manager 23 Private $8,470 z_SUV $0 0 $0 Highly Urban/ Urban

0 4/14/47 0 12

No

z_No z_F Bachelors Professional 5 Private $12,840 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 9

No

z_No z_F PhD Manager 10 Private $19,630 Pickup $0 0 $0 10 Highly Urban/ Urban

0 4/13/47 0 11

No

z_No z_F Masters Lawyer 17 Private $10,660 z_SUV $5,029 3 $0 18 Highly Urban/ Urban

0 4/13/47 0 13

No

z_No M Bachelors Manager 43 Commercial $23,340 Panel Truck $4,749 3 $0 10 Highly Urban/ Urban

814442459 0 4/13/47 0 9 $138,004 No $343,853 z_No z_F PhD Manager 10 Private $27,310 Minivan $0 0 $0 10 Highly Urban/ Urban
904934030 0

0 14

No

Yes z_F Masters Manager 22 Private $11,900 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 4/8/47 0 9

No

Yes M z_High School z_Blue Collar 50 Commercial $22,480 Van $1,105 3 $2,996 1 Highly Urban/ Urban

0

0 10

No Yes M Masters Lawyer 29 Private $17,400 Van $0 0 $0 14 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Lawyer 20 Private $6,700 Pickup

2 $0 14 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 27 Private $24,160 Minivan $0 0 $0 5 Highly Urban/ Urban

0 4/1/47 0 12

No Yes z_F Masters Lawyer 21 Private $28,700 Minivan $0 0 $0 10 Highly Urban/ Urban

0 4/1/47 0 0 $0 No $0 z_No z_F z_High School Student 26 Commercial $6,700 z_SUV $4,549 2

1 Highly Urban/ Urban

0

0 7 $56,626 No

Yes M Bachelors z_Blue Collar 62 Commercial $21,920 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 8

No $0 z_No M PhD 40 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 12

No $0 z_No M $19,685

3

1 Highly Urban/ Urban

0

0 7

No $0 z_No M Bachelors z_Blue Collar 34 Commercial $6,700 Pickup $5,524 2

16 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Manager 65 Private $16,940 Minivan $0 0 $2,489 17 Highly Urban/ Urban

0 3/23/47 0 10

No $0 z_No M Bachelors z_Blue Collar 45 Commercial $12,580 Minivan

3 $0 5 Highly Urban/ Urban

723334294 0 3/23/47 0 10 No $0 z_No M Bachelors z_Blue Collar 45 Commercial $20,750 Van $0 0

5 Highly Urban/ Urban

0

0 9

No

Yes M $1,086

2 $0 5 Highly Urban/ Urban

0 3/19/47 0 11

No $0 z_No z_F Bachelors z_Blue Collar 5 Commercial $14,530 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

0 10

No $0 z_No M $1,145

1 Highly Urban/ Urban

0

0 15

No Yes z_F Masters Manager 20 Private $8,950 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 3/14/47 0 15

No

Yes M Bachelors Manager 31 Private

Van $0 0 $0 1 Highly Urban/ Urban

718684940 0 3/14/47 0 15 $74,468 No Yes z_F Masters Manager 20 Private $26,470 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 14

No

z_No M PhD 38 Commercial

Panel Truck

4 $0 13 Highly Urban/ Urban

0

0 0 $0 No Yes z_F PhD Home Maker 64 Private $6,700 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 16

No

z_No M Bachelors Professional 44 Private $19,540 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD 33 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

336019495 0

0 14

No

Yes M Bachelors z_Blue Collar 26 Commercial

Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

0 12

No

Yes M z_High School z_Blue Collar 44 Commercial $12,000 Minivan

3 $0 1 z_Highly Rural/ Rural

0

0 12

No $0 z_No z_F Masters Lawyer 16 Private $13,660 Minivan $0 0 $0 26 Highly Urban/ Urban

0 3/1/47 0 12

No $224,539 z_No M Bachelors Professional 35 Commercial $23,750 Panel Truck $0 0 $0 Highly Urban/ Urban

351569400 0 3/1/47 0 12 $143,073 No

Yes z_F Bachelors Professional 29 Private

Minivan

2 $0 10 Highly Urban/ Urban

351569400 0 3/1/47 0 12 $143,073 No $404,124 Yes z_F Bachelors Professional 30 Private $16,930 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/27/47 0 11

No

Yes z_F z_High School Clerical 64 Private $19,400 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/26/47 0 12

No

z_No M z_High School z_Blue Collar 26 Commercial $28,200 Panel Truck $0 0 $0 Highly Urban/ Urban

0 2/23/47 0 16

No

Yes M z_High School z_Blue Collar 10 Commercial $37,360 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 2/21/47 0 13

No z_No z_F Masters Lawyer 27 Private $13,000 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 2/20/47 0

No

Yes M Bachelors Professional 31 Private $16,050 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Clerical 23 Private $21,250 Minivan $30,910 2 $0 1 Highly Urban/ Urban

0 2/19/47 0 7

No Yes M Masters Manager 15 Commercial $16,760 Van $0 0 $0 1 Highly Urban/ Urban

382198324 0 2/19/47 0 13 $43,393 No $202,835 Yes z_F z_High School Clerical 23 Private $11,040 z_SUV

2 $0 1 Highly Urban/ Urban

382198324 0 2/19/47 0 13 $43,393 No Yes z_F z_High School Clerical 23 Private $12,890 z_SUV

3

1 Highly Urban/ Urban

0 2/17/47 0 11

No

z_No M PhD Doctor 11 Private $10,600 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 3

No $258,898 z_No M Masters Manager 32 Private $13,900 Minivan $0 0 $0 16 Highly Urban/ Urban

0 2/15/47 0 11

No

z_No M Masters Lawyer 50 Private $2,250 Minivan

4 $0 Highly Urban/ Urban

0

0 7

No

Yes z_F Masters Lawyer 33 Private

Sports Car $0 0 $6,597 14 Highly Urban/ Urban

0 2/11/47 0 10

No $0 z_No M Bachelors z_Blue Collar 36 Commercial $16,750 Van $0 0 $0 10 z_Highly Rural/ Rural

0

0 13 $3,079 No

z_No z_F

0 2/8/47 0 14

No

Yes M PhD 28 Commercial $26,740 Panel Truck $3,432 3 $0 15 Highly Urban/ Urban

0 2/8/47 0 13

No

z_No M

1 Highly Urban/ Urban

0 2/7/47 0 11

No Yes M

0 2/5/47 0 6

No $0 z_No z_F z_High School Manager 28 Private $8,920 Sports Car $7,035 1 $0 12 Highly Urban/ Urban

0

0 8

No

Yes M Masters Manager 34 Private $22,360 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 9

No

z_No M Masters Professional 66 Commercial $21,620 Van $0 0

7 Highly Urban/ Urban

0 1/30/47 0 13 No $0 z_No z_F Masters Lawyer 23 Private

z_SUV $1,474 2 $0 13 Highly Urban/ Urban

0 1/29/47 0 12

No

Yes M PhD Doctor 34 Private $20,900 Van

2 $0 22 Highly Urban/ Urban

0 1/29/47 0 12

No

z_No M z_High School Manager 30 Private $13,020 Minivan

3 $0 6 Highly Urban/ Urban

0 1/29/47 1 14 $63,936 No

Yes z_F z_High School z_Blue Collar 34 Commercial $27,240 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/28/47 0 11

No

Yes M Masters 24 Commercial $12,200 Pickup

3 $4,408 12 Highly Urban/ Urban

790468429 0

0 12

No

Yes z_F PhD Professional 52 Private $22,050 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

z_No M Bachelors z_Blue Collar 19 Commercial $9,800 Minivan

3 $3,780 11 Highly Urban/ Urban

0 1/22/47 0 11

No $0 z_No M z_High School z_Blue Collar 34 Commercial $20,920 Van $5,949 1 $0 1 Highly Urban/ Urban

0

0 8

No

Yes M Masters Lawyer 14 Private $13,630 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

Yes M Masters Manager 24 Commercial $21,670 Van $0 0 $5,908 10 Highly Urban/ Urban

0

0 7

No

z_No z_F Bachelors Professional 35 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

680584356 0 1/18/47 0 12

No $0 z_No z_F z_High School Home Maker 22 Private $26,900 z_SUV $0 0

1 Highly Urban/ Urban

0 1/18/47 0 13

No $0 Yes z_F z_High School Home Maker 40 Private $1,670 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

578066544 0 1/17/47 0 16 $24,575 No

Yes M

0 1/16/47 0 9

No

Yes M

1 $0 5 Highly Urban/ Urban

158868302 0

0 13

No $0 z_No z_F PhD Doctor 21 Private

Van $0 0 $0 10 Highly Urban/ Urban

0 1/14/47 0 13

No

Yes z_F z_High School Clerical 36 Private $12,140 Sports Car $3,982 2 $0 1 Highly Urban/ Urban

0 1/12/47 0 11

No z_No M z_High School Professional 24 Private $14,120 Minivan

1 $0 10 Highly Urban/ Urban

0 1/11/47 0 7

No

z_No M Masters Professional 33 Commercial $6,700 Pickup

2 $0 19 Highly Urban/ Urban

0 1/10/47 0 11 $5,109 No $0 z_No z_F z_High School Home Maker 5 Private

Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0 1/10/47 0 0 $0 No

z_No z_F z_High School Home Maker 48 Private $17,620 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Clerical 39 Private $6,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/9/47 0 14

No

Yes z_F Masters Professional 68 Private $16,820 z_SUV $0 0 $0 21 z_Highly Rural/ Rural

0 1/8/47 0 12

No

Yes z_F Masters Lawyer 29 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 1/7/47 0 10

No

z_No z_F Bachelors Professional 59 Private $9,400 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 1/6/47 0 11

No

z_No M Bachelors Manager 38 Commercial $20,630 Van $2,088 4 $0 9 Highly Urban/ Urban

0 1/6/47 0 11

No

z_No z_F Bachelors z_Blue Collar 25 Commercial $14,880 z_SUV $0 0 $4,582 1 Highly Urban/ Urban

0 1/5/47 0 7 $1,423 No

z_No z_F z_High School Home Maker 31 Private $6,700 z_SUV $6,208 4 $0 8 Highly Urban/ Urban

0 1/4/47 0 11

No

Yes z_F Masters Manager 40 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors z_Blue Collar 41 Commercial

Panel Truck $0 0 $934 9 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Clerical 21 Commercial $30,390 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0

0

No

Yes M Masters Lawyer 52 Private $6,700 Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 14

No

Yes M PhD Doctor 58 Private

Minivan $8,292 1 $0 15 Highly Urban/ Urban

0 12/23/46 0 6

No $0 z_No z_F

0 12/23/46 0 13

No

Yes M Masters 19 Commercial $18,630 Van $0 0 $0 15 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 46 Private $19,660 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 6

No

Yes z_F Masters Lawyer 43 Private $6,700 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

48124408 0 12/19/46 0 6 $147,666 No $405,910 Yes z_F Masters Lawyer 43 Private $21,530 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0

0 14

No

Yes M Masters 51 Commercial $17,280 Van $0 0 $1,748 18 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 35 Private

Van $0 0 $0 10 Highly Urban/ Urban

0 12/17/46 0 13

No $0 z_No z_F z_High School Home Maker 45 Private $19,420 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 12/17/46 1 15 $31,519 Yes $0 z_No M z_High School Clerical 33 Private $9,850 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

Yes z_F PhD Manager 33 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

521577431 0 12/15/46 0 15

No

z_No M z_High School z_Blue Collar 15 Commercial

Van $0 0 $531 9 Highly Urban/ Urban

0

0 9

No z_No M Bachelors Manager 10 Private $20,310 Minivan $0 0 $0 9 Highly Urban/ Urban

277664335 0 12/13/46 0 9 $65,529 No z_No M Bachelors Manager 10 Private $14,530 Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/13/46 0 14 No

Yes z_F z_High School z_Blue Collar 10 Commercial $9,730 z_SUV $0 0 $5,950 11 Highly Urban/ Urban

0

0 13

No

z_No M Masters Manager 42 Private $18,760 Van $5,372 3 $0 10 Highly Urban/ Urban

190335385 0 12/11/46 0 0 $0 No $0 z_No z_F PhD Home Maker 41 Private $6,400 Sports Car

4

11 Highly Urban/ Urban

0 12/11/46 0 13

No

z_No M z_High School z_Blue Collar 26 Commercial $20,060 Van $0 0 $0 12 z_Highly Rural/ Rural

0

0 10

No $0 z_No z_F Masters Professional 26 Private $15,820 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0 12/9/46 0 14

No

Yes M Masters 32 Commercial $30,130 Panel Truck

3 $0 1 Highly Urban/ Urban

0 12/9/46 0 13

No

Yes M Masters Manager 27 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 3 $59,233 No

Yes M Bachelors Manager 56 Private $17,450 Van

3 $0 9 Highly Urban/ Urban

0 12/8/46 0 13 $7,079 No

Yes z_F

0

0 10

No

z_No M z_High School Clerical 22 Commercial $10,680 Pickup $28,621 1

Highly Urban/ Urban

0 12/5/46 0 10

No $156,362 Yes M z_High School z_Blue Collar 25 Commercial $11,630 Pickup $3,764 2 $0 6 Highly Urban/ Urban

0 12/5/46 0 15

No

Yes M

0

0 11

No

Yes z_F z_High School z_Blue Collar 56 Commercial $6,700 z_SUV $4,235 3

1 Highly Urban/ Urban

0 12/2/46 0 8

No

Yes M z_High School z_Blue Collar 31 Commercial $24,780 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 12/2/46 0 11

No

Yes M Bachelors Manager 22 Commercial

Panel Truck $11,193 4 $0 14 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors Professional 11 Private $26,010 Minivan $0 0 $5,250 7 Highly Urban/ Urban

0

0 12

No

Yes M PhD Manager 9 Commercial $10,110 Pickup $0 0 $0 4 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School z_Blue Collar 21 Commercial $28,390 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 11/25/46 0 13

No Yes M z_High School z_Blue Collar 25 Commercial $9,710 Minivan

2 $0 1 Highly Urban/ Urban

568232894 0

0 7

No

Yes M z_High School Professional 13 Commercial $27,520 Panel Truck $0 0 $4,174 1 Highly Urban/ Urban

568232894 0 11/24/46 0 7 $73,574 No $224,049 Yes M z_High School Professional 43 Private $6,700 Pickup $1,496 3 $0 1 Highly Urban/ Urban
255731304 0

0 15

No

Yes M Bachelors z_Blue Collar 40 Private

Van

4 $0 10 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters 39 Commercial

Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

0 11 $19,421 No $0 z_No z_F

0

0 8

No

Yes M Masters Manager 17 Commercial $6,800 Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 38 Private $6,040 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 11/16/46 0 11

No

z_No z_F PhD Lawyer 42 Private $26,500 Pickup $0 0 $0 20 Highly Urban/ Urban

0

0 8

No

z_No z_F Bachelors Clerical 30 Private $12,380 z_SUV

3 $0 9 Highly Urban/ Urban

0

0 15

No

Yes M z_High School z_Blue Collar 70 Commercial $12,370 Minivan $0 0 $3,231 1 Highly Urban/ Urban

0

0 12

No

z_No M z_High School z_Blue Collar 43 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Professional 10 Private $1,500 Minivan $3,685 2 $0 1 Highly Urban/ Urban

620024930 0 11/8/46 0 6

No $0 z_No z_F PhD Doctor 32 Private $16,810 Sports Car $0 0

11 Highly Urban/ Urban

0

0 14

No

Yes M z_High School Manager 11 Private $10,710 Pickup $0 0 $0 10 Highly Urban/ Urban

0 11/7/46 0

No

Yes z_F PhD Home Maker 57 Private $13,130 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

0

0 11 $27,045 No

Yes M Bachelors Clerical 54 Commercial $6,800 Pickup

3 $2,439 7 Highly Urban/ Urban

0

0 12

No

Yes M Masters 31 Commercial $16,850 Van

1

1 Highly Urban/ Urban

0

0 9

No

Yes M z_High School Home Maker 32 Private $8,930 Pickup $0 0 $0 z_Highly Rural/ Rural

0 11/4/46 0 0 $0 No $0 z_No M z_High School Student 47 Commercial $30,050 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes z_F

0

0 15

No

z_No M Masters Manager 14 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

943460621 0

0 12

No $0 z_No M Bachelors z_Blue Collar 78 Commercial $6,800 Pickup $0 0 $0 1 Highly Urban/ Urban

943460621 0 10/30/46 0 12 $72,537 No $0 z_No M Bachelors z_Blue Collar 23 Commercial $18,880 Van $0 0 $6,804 1 Highly Urban/ Urban

0 10/30/46 0 6

No

Yes z_F PhD Doctor 10 Private $6,800 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 2

No $0 z_No z_F Masters Lawyer 43 Private

z_SUV

1 $0 19 Highly Urban/ Urban

0 10/29/46 0 7

No

Yes M

0

0 11

No

Yes z_F z_High School z_Blue Collar 32 Commercial $1,670 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

0 6

No

Yes M z_High School z_Blue Collar 30 Commercial $22,800 Panel Truck $0 0

1 Highly Urban/ Urban

851522155 0

0 7

No $0 z_No M Bachelors Professional 42 Private $16,690 Van $0 0 $0 12 Highly Urban/ Urban

0 10/26/46 0

No

Yes M Masters Manager 50 Commercial $16,260 Van $0 0 $0 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School z_Blue Collar 23 Commercial $13,760 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

1 13

No

Yes M Bachelors z_Blue Collar 52 Commercial $16,940 Van

1 $0 11 Highly Urban/ Urban

0 10/20/46 0 0 $0 No $0 z_No z_F Masters Home Maker 28 Private $16,530 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

0 7

No

Yes z_F z_High School Professional 5 Private $10,270 z_SUV $0 0 $0 Highly Urban/ Urban

0 10/18/46 1 8

No

Yes M Bachelors Professional 41 Commercial $22,830 Panel Truck

4 $0 9 Highly Urban/ Urban

0

0 10

No

Yes M PhD Doctor 20 Private $21,370 Minivan $0 0 $0 11 Highly Urban/ Urban

0 10/17/46 0 12

No $0 z_No M z_High School Professional 33 Commercial

Panel Truck $4,099 1 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 44 Private $12,380 Minivan $0 0 $0 12 Highly Urban/ Urban

0 10/15/46 0 13

No

Yes z_F Bachelors Manager 54 Commercial $24,930 Pickup $0 0 $0 7 Highly Urban/ Urban

0 10/15/46 0 7 $45,623 No

Yes M Masters Manager 47 Commercial

Pickup

2 $0 13 Highly Urban/ Urban

0 10/15/46 0 13

No

Yes M $10,345

2 $1,538 1 Highly Urban/ Urban

0

0 11

No

Yes M PhD 10 Commercial $17,030 Van $0 0 $0 19 z_Highly Rural/ Rural

0

0 13

No $0 z_No z_F z_High School Clerical 21 Private $21,770 Minivan $1,105 2 $0 1 Highly Urban/ Urban

758550214 0 10/13/46 0 13 $35,516 No $0 z_No z_F z_High School Clerical 42 Private $19,780 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0

No $0 z_No M $21,606

1 $3,352 1 Highly Urban/ Urban

0

0 17

No $0 z_No M Masters 24 Commercial $9,650 Pickup $0 0 $0 19 Highly Urban/ Urban

779624178 0 10/10/46 0 10

No

Yes z_F Masters Lawyer 22 Private

Minivan $0 0 $0 26 z_Highly Rural/ Rural

0

0 10

No

Yes M Masters Professional 19 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/7/46 0 5

No $0 z_No z_F PhD 25 Commercial $29,330 Van $0 0 $0 16 Highly Urban/ Urban

0 10/7/46 0 14

No

Yes M z_High School Professional 39 Private $11,400 Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 9

No

Yes z_F Masters Home Maker 39 Private $6,800 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School z_Blue Collar 5 Commercial $19,330 Van

1 $3,611 8 Highly Urban/ Urban

0

0 16

No

Yes M Bachelors Professional 5 Commercial $30,810 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

0 0 $0 No

Yes M Masters Professional 45 Private $6,800 Minivan $0 0 $0 24 Highly Urban/ Urban

0 9/30/46 0

No

Yes z_F Bachelors z_Blue Collar 51 Commercial $32,260 Minivan

2 $0 13 Highly Urban/ Urban

0 9/30/46 0 11

No $0 z_No M z_High School z_Blue Collar 14 Commercial $13,970 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12 $67,189 No $0 z_No M Masters 26 Commercial $6,800 Pickup $4,558 2 $0 18 Highly Urban/ Urban

0

0 12

No

Yes M Masters 58 Commercial

Panel Truck

3 $0 17 Highly Urban/ Urban

55524164 0

0 12

No

z_No z_F Masters Lawyer 56 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

805025207 0

0 8

No $0 z_No z_F z_High School Clerical 48 Private $24,600 Minivan $0 0 $0 11 z_Highly Rural/ Rural

715988300 0 9/24/46 0

No

Yes z_F PhD Home Maker 54 Private $22,880 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0

0 15

No

Yes z_F Masters Manager 63 Private

Minivan

4 $0 10 Highly Urban/ Urban

0 9/23/46 0 14

No

Yes M PhD Doctor 59 Private $17,740 Van $0 0 $0 3 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Clerical 42 Commercial $22,730 Panel Truck

2 $0 13 Highly Urban/ Urban

0

0 15 $107,636 No Yes M Bachelors Professional 16 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 58 Commercial $20,990 Sports Car

2 $3,408 9 Highly Urban/ Urban

0 9/19/46 0 15

No $0 z_No z_F z_High School Professional 73 Private $16,080 z_SUV

1

1 Highly Urban/ Urban

0

0 7

No

Yes M PhD Doctor 22 Private $21,440 Van

2 $0 13 Highly Urban/ Urban

0 9/18/46 0 7

No $0 z_No M Masters Lawyer 10 Private $22,920 Minivan $0 0 $0 13 Highly Urban/ Urban

0 9/18/46 0 14

No

Yes z_F z_High School z_Blue Collar 20 Commercial $13,550 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 9/18/46 0 13

No

Yes z_F PhD Manager 24 Private $6,800 z_SUV $5,854 1 $0 16 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors z_Blue Collar 29 Commercial $10,670 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/10/46 0 12

No $0 z_No z_F PhD Home Maker 26 Private $11,970 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

0 16

No

Yes M PhD Doctor 48 Private $28,850 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/9/46 0 0 $0 No

Yes z_F Bachelors Home Maker 27 Private $16,000 Pickup $0 0 $0 8 Highly Urban/ Urban

0

0 9

No $0 z_No M z_High School Student 35 Commercial $8,930 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes z_F Bachelors Manager 36 Private $9,930 z_SUV $0 0 $6,693 5 Highly Urban/ Urban

0 9/7/46 0 13

No

Yes M PhD Manager 22 Private $13,850 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/7/46 0 15

No

Yes M PhD 35 Commercial $22,860 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors z_Blue Collar 37 Commercial $18,240 Van $0 0 $0 12 Highly Urban/ Urban

1 9/6/46 1 16

No

Yes M Masters Lawyer 45 Private $6,710 Pickup $3,850 4

11 Highly Urban/ Urban

0

2 10 No

Yes M Masters 29 Commercial

Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0

0 12

No

z_No M PhD 5 Commercial $27,300 Panel Truck

2 $0 12 Highly Urban/ Urban

0

0 13 No

Yes M PhD 38 Commercial $24,280 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 9/3/46 0 13

No

Yes z_F z_High School Manager 5 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/3/46 0 9

No

Yes z_F Bachelors Manager 25 Private $6,800 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School z_Blue Collar 20 Commercial $26,400 z_SUV $0 0 $0 1 Highly Urban/ Urban

544560620 0 9/2/46 0 14 $107,394 No $318,906 Yes z_F z_High School z_Blue Collar 20 Commercial $17,540 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Manager 28 Commercial $6,800 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 6 Private $15,440 z_SUV

1 $0 1 Highly Urban/ Urban

877546076 0 8/30/46 0 0 $0 No $66,839 Yes z_F z_High School Home Maker 6 Private $6,800 Sports Car $0 0 $1,911 1 Highly Urban/ Urban

0 8/30/46 0 0 $0 No

z_No z_F $8,131

6 Highly Urban/ Urban

850314594 0

0 5

No $0 z_No M PhD Manager 10 Commercial

Panel Truck $4,900 3 $0 9 Highly Urban/ Urban

850314594 0 8/28/46 0 5 $183,296 No $0 z_No M PhD Manager 21 Private $7,330 Minivan $5,274 1 $0 Highly Urban/ Urban
850314594 0 8/28/46 0 5 $183,296 No $0 z_No M PhD Manager 10 Private

Minivan $0 0 $0 Highly Urban/ Urban

876968470 0 8/28/46 0 11

No

z_No M PhD 23 Commercial $24,680 Panel Truck $0 0 $0 12 Highly Urban/ Urban

1

1 11

Yes $0 z_No z_F z_High School Student 48 Commercial $16,720 z_SUV

3 $6,685 10 Highly Urban/ Urban

112086182 0 8/26/46 0 0 $0 No

Yes z_F z_High School Home Maker 56 Private $1,500 z_SUV $0 0 $2,986 1 Highly Urban/ Urban

0

0 6

No

Yes M PhD Manager 24 Private $14,870 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 41 Private $21,920 Van $0 0 $0 Highly Urban/ Urban

0

0 11

No z_No z_F Masters Lawyer 21 Private $20,220 Pickup

1 $0 13 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 39 Private $18,780 Pickup $0 0 $0 11 Highly Urban/ Urban

1

1 16

No

Yes M z_High School Clerical 29 Commercial $24,030 Panel Truck

1 $0 8 Highly Urban/ Urban

0 8/18/46 0 16

No $0 Yes M Bachelors Student 28 Commercial $8,860 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/18/46 0 13

No

Yes z_F Bachelors z_Blue Collar 27 Commercial $14,850 z_SUV

4 $0 1 Highly Urban/ Urban

0

0 12 No $0 z_No z_F $6,175

1 $0 7 Highly Urban/ Urban

0 8/17/46 0 9

No $0 z_No z_F Bachelors Manager 48 Private $18,510 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

1

No

Yes z_F z_High School Clerical 27 Private $12,080 Sports Car $0 0

6 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters 52 Commercial $30,810 Panel Truck $4,390 2 $0 12 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors z_Blue Collar 35 Commercial $15,860 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 8

No

Yes M Masters Lawyer 5 Private $13,440 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Manager 47 Private $13,410 z_SUV $8,404 2 $0 13 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School Clerical 28 Private $9,800 z_SUV $0 0

9 Highly Urban/ Urban

0 8/6/46 0 15

No

Yes z_F z_High School z_Blue Collar 57 Commercial $30,290 Pickup

1 $0 5 Highly Urban/ Urban

0 8/6/46 0 14

No

Yes z_F Bachelors Clerical 35 Private $12,140 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Professional 17 Commercial

Pickup

2 $0 11 Highly Urban/ Urban

0

0 0 No

Yes z_F z_High School Home Maker 46 Private $7,100 z_SUV $0 0

Highly Urban/ Urban

0 8/1/46 1 10

Yes

z_No z_F z_High School z_Blue Collar 5 Commercial $20,960 Minivan $0 0 $0 1 Highly Urban/ Urban

156913960 0 8/1/46 1 10 $37,172 Yes $195,043 z_No z_F z_High School z_Blue Collar 5 Commercial $10,520 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M

0 7/31/46 0 12

No

z_No M z_High School z_Blue Collar 24 Commercial $4,580 Minivan $5,011 2 $8,446 9 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 43 Commercial $20,050 Van $0 0 $7,990 9 Highly Urban/ Urban

0

0 14

No

Yes M PhD Lawyer 40 Private $22,940 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F Bachelors Home Maker 25 Private $12,380 Minivan $29,865 2

12 Highly Urban/ Urban

0 7/25/46 0 13

No $0 z_No z_F Bachelors Professional 5 Private $18,550 Minivan

1 $0 8 Highly Urban/ Urban

0 7/25/46 0 12

No

Yes M Bachelors Professional 14 Private $6,800 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0

No

z_No M z_High School Clerical 27 Private $10,850 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 16

No $0 z_No M Bachelors Manager 34 Private $14,110 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/22/46 1 13

Yes $0 z_No z_F Masters Lawyer 43 Private $18,990 z_SUV

3 $3,613 14 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 21 Private $15,030 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 35 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD 64 Commercial

Panel Truck $0 0

10 Highly Urban/ Urban

314006147 0 7/19/46 0 10

No $0 z_No M Masters Lawyer 9 Private $14,310 Minivan

1 $6,857 18 Highly Urban/ Urban

36849008 0 7/19/46 0 11

No $0 z_No M PhD Lawyer 17 Private $15,340 Minivan $0 0 $4,950 15 Highly Urban/ Urban

949616041 0 7/19/46 0 11

No $0 Yes M z_High School Student 37 Commercial $27,800 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

710886684 0

0 14

No Yes M Masters Lawyer 27 Private $14,140 Minivan $0 0 $0 14 Highly Urban/ Urban

0 7/18/46 0 12

No

Yes M Bachelors Manager 45 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 15 $58,231 No

Yes M Bachelors Professional 58 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

752309500 0 7/17/46 0 14

No

Yes M z_High School Professional 19 Private $20,310 Van $0 0 $0 1 z_Highly Rural/ Rural

0 7/17/46 0 10

No

z_No M

0 7/17/46 0 14 $18 No

Yes z_F z_High School Home Maker 48 Private $17,300 Minivan $0 0 $0 1 Highly Urban/ Urban

544290336 0 7/17/46 0 5

No

z_No z_F Bachelors Home Maker 5 Private $8,870 z_SUV $1,745 1 $0 12 Highly Urban/ Urban

752309500 0 7/17/46 0 14 $69,297 No $211,553 Yes M z_High School Professional 41 Private $10,340 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M Bachelors Professional 38 Private $5,400 Pickup $0 0 $0 6 Highly Urban/ Urban

574409856 0

0 7

No

Yes z_F Masters Lawyer 30 Private $6,800 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 12

No

z_No M Masters 36 Commercial

Panel Truck

3 $0 18 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Manager 28 Private $17,480 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0

No

Yes z_F PhD 13 Commercial

Pickup $0 0 $0 20 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Home Maker 24 Private

z_SUV $1,335 2 $0 6 Highly Urban/ Urban

845009116 0 7/2/46 0 12 $16,536 No $133,204 Yes z_F Bachelors Home Maker 24 Private $17,700 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F PhD Home Maker 55 Private $14,340 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 7/1/46 0 7

No

Yes z_F Masters Home Maker 33 Private

Minivan $5,458 2 $0 18 Highly Urban/ Urban

738075150 0 7/1/46 0 7 $10,232 No $129,979 Yes z_F Masters Home Maker 33 Private $7,820 z_SUV $0 0

18 Highly Urban/ Urban

0

0 13

No Yes z_F z_High School Clerical 19 Private $16,020 z_SUV

2 $0 10 Highly Urban/ Urban

0

0 2

No $0 z_No z_F $2,880

Sports Car $0 0 $0 z_Highly Rural/ Rural

0

0 13

No $0 z_No z_F Masters Lawyer 49 Private $10,480 z_SUV

1 $0 15 Highly Urban/ Urban

0 6/27/46 0 11

No $0 z_No M

487616897 0

0 10

No $0 z_No z_F z_High School Home Maker 81 Private $6,800 z_SUV $0 0

7 z_Highly Rural/ Rural

487616897 0 6/26/46 0 10 $41,924 No $0 z_No z_F z_High School Home Maker 51 Private $11,150 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 15 No

Yes M z_High School Student 45 Commercial $1,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 15

No

Yes M Bachelors Professional 40 Private $13,010 Minivan $1,402 1 $0 12 Highly Urban/ Urban

0 6/23/46 0 13 No

Yes z_F Bachelors Professional 27 Private $14,880 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Manager 11 Commercial $25,540 Pickup $1,037 1 $0 10 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 43 Commercial $8,640 Pickup $0 0 $0 1 Highly Urban/ Urban

923020250 0 6/20/46 0 0 $0 No $0 z_No M z_High School Student 24 Private $17,190 Van $0 0 $2,490 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 49 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No z_No M z_High School Clerical 36 Private $12,640 Minivan $0 0

10 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Professional 6 Private $12,810 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 7

No

Yes M PhD 34 Commercial $34,730 Panel Truck

2 $0 17 Highly Urban/ Urban

1 6/15/46 2 $29,080 No

Yes M $2,037

1 Highly Urban/ Urban

0

1 10 $39,923 Yes

z_No z_F z_High School z_Blue Collar 44 Commercial $1,500 Sports Car $3,011 2 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD Manager 62 Commercial $28,170 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 6/10/46 0 11

No

z_No z_F z_High School Professional 8 Private $6,800 z_SUV $0 0

1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Lawyer 24 Private $33,290 Minivan $0 0 $0 16 Highly Urban/ Urban

0 6/9/46 0 13

No

Yes M Bachelors Professional 49 Commercial $25,840 Panel Truck $10,474 2 $0 7 Highly Urban/ Urban

0 6/9/46 0 5

No $0 z_No M z_High School Manager 30 Commercial $11,560 Pickup

3 $0 1 Highly Urban/ Urban

73823217 0 6/9/46 0 7

No

Yes z_F Masters Lawyer 25 Private $16,390 z_SUV

1 $0 12 z_Highly Rural/ Rural

703813576 0 6/9/46 0 9

No

Yes M PhD 30 Commercial $17,160 Van $0 0 $0 13 Highly Urban/ Urban

170483243 0

0 9

No z_No z_F Bachelors z_Blue Collar 55 Commercial $18,730 Pickup

2

12 Highly Urban/ Urban

0

0 13

No

Yes M Masters 5 Commercial $5,430 Pickup

1 $6,409 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 15 Private $8,580 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

z_No M

Highly Urban/ Urban

0

0 14

No

z_No M PhD Doctor 33 Private $21,830 Van $0 0 $0 20 Highly Urban/ Urban

56102366 0

0 13

No

Yes z_F Masters Manager 5 Private $11,900 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 43 Private $6,800 z_SUV $0 0 $0 13 Highly Urban/ Urban

306178262 0 5/26/46 0 13 $186,706 No $476,703 Yes z_F Masters 43 Commercial

Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Professional 17 Private $17,830 z_SUV $6,700 3 $0 9 Highly Urban/ Urban

0

0 13

No

z_No M Masters Lawyer 27 Private $10,490 Pickup

1

11 Highly Urban/ Urban

0

0 17 No

Yes z_F PhD Manager 43 Private $6,800 z_SUV $0 0 $0 16 Highly Urban/ Urban

791755704 0 5/23/46 0 0 $0 No $0 Yes z_F z_High School Student 31 Commercial $12,530 Minivan

2 $13,003 4 Highly Urban/ Urban

791755704 0 5/23/46 0 0 $0 No $0 Yes z_F z_High School Student 22 Commercial

Panel Truck

2

4 Highly Urban/ Urban

0

0 0 $0 No Yes M z_High School Student 42 Commercial

Minivan

3

5 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Manager 25 Private $22,920 Pickup $0 0 $0 8 Highly Urban/ Urban

0

0 12

No

Yes M PhD 32 Commercial $29,020 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 15

No Yes z_F Masters Lawyer 11 Private $25,420 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 15

No

Yes z_F PhD Manager 49 Private $6,800 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 16

No

Yes M z_High School Clerical 16 Private $6,800 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 5/15/46 0 14

No

Yes z_F Bachelors Professional 17 Private $14,690 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Manager 39 Private $14,360 Sports Car $6,900 4 $0 6 Highly Urban/ Urban

0

0 12 No

Yes z_F Bachelors Home Maker 33 Private $11,460 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

941381262 0 5/12/46 0 12 No $162,241 Yes z_F Bachelors Home Maker 33 Private $11,460 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

686791659 0

0

No

Yes z_F Masters Lawyer 55 Private $12,060 Minivan $4,441 1 $0 11 Highly Urban/ Urban

0

0 12 $58,319 No

z_No M Masters Lawyer 13 Private $12,630 Minivan $4,582 2 $0 15 Highly Urban/ Urban

128167873 0 5/6/46 0 12 $58,319 No $206,406 z_No M Masters 13 Commercial $23,710 Panel Truck $1,429 2 $11,802 15 Highly Urban/ Urban

0

1 6

No

Yes M Masters Manager 48 Private $15,410 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 8

No

Yes M PhD Doctor 32 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 12

No $193,615 Yes M z_High School z_Blue Collar 35 Commercial $6,800 Pickup $0 0 $0 z_Highly Rural/ Rural

0

0 11 No $0 z_No z_F Masters 37 Commercial $28,290 Pickup $0 0 $2,979 15 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 44 Commercial $15,180 Minivan $2,053 1 $0 12 Highly Urban/ Urban

1

1 0 $0 No $0 Yes z_F $1,175

3 $0 7 z_Highly Rural/ Rural

0 4/25/46 0 13

No $0 z_No M Masters Lawyer 5 Private $6,800 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0

No $0 Yes M

0

0 0 $0 No $0 z_No z_F Masters Home Maker 7 Private $20,530 Minivan $0 0 $0 17 Highly Urban/ Urban

0 4/22/46 0 12

No

Yes M Bachelors Manager 70 Private $13,430 Minivan $0 0 $0 11 Highly Urban/ Urban

951534863 0 4/22/46 0 12 $74,061 No $272,686 Yes M Bachelors Manager 70 Commercial

Panel Truck $0 0 $0 11 Highly Urban/ Urban

469933313 0

0 12

No $0 z_No M z_High School z_Blue Collar 61 Commercial $19,300 Van $4,390 3 $5,951 6 Highly Urban/ Urban

0 4/21/46 0

No

z_No z_F Bachelors Professional 49 Private $16,310 z_SUV

2 $0 11 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD 28 Commercial

Van $0 0 $3,857 17 Highly Urban/ Urban

0

0 12

No

Yes M Masters 51 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 4/12/46 0 11

No

Yes z_F z_High School Clerical 7 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 4/12/46 0 14

No

Yes M Masters Lawyer 5 Private $15,910 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 11

No

Yes M

0

0 6

No

Yes z_F z_High School z_Blue Collar 32 Commercial $13,140 z_SUV $0 0

1 Highly Urban/ Urban

0 4/9/46 0 9

No

Yes z_F PhD Manager 40 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

0 No

z_No M $6,616

2 $0 z_Highly Rural/ Rural

358204102 0

0 14

No

Yes z_F Masters Lawyer 20 Private $24,400 Minivan

1 $0 19 Highly Urban/ Urban

0 4/1/46 0 8

No

Yes M Bachelors Professional 28 Private $16,850 Minivan $0 0 $0 Highly Urban/ Urban

358204102 0 4/1/46 0 14 $62,731 No $214,682 Yes z_F Masters Lawyer 20 Private $13,070 Sports Car $0 0 $0 Highly Urban/ Urban

0 4/1/46 0 15

No

Yes M Masters Lawyer 49 Private $21,190 Van $0 0 $0 18 z_Highly Rural/ Rural

0

0 13

No

z_No z_F Bachelors Manager 21 Private $15,360 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 3/30/46 0 8

No

Yes M PhD Doctor 33 Private $11,270 Pickup $0 0 $686 14 Highly Urban/ Urban

0 3/30/46 0 14

No

Yes M z_High School z_Blue Collar 23 Commercial $8,670 Minivan $0 0

1 Highly Urban/ Urban

197692132 0

0 0 $0 No $0 z_No M PhD Doctor 35 Private $13,870 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/28/46 0 10

No $0 z_No M Masters 18 Commercial $17,850 Van

3

10 Highly Urban/ Urban

0

0 14

No z_No M Bachelors Manager 33 Private $17,150 Van $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

z_No M z_High School Clerical 19 Private $21,460 Van

1

6 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School Manager 31 Private $16,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0

No $0 z_No z_F Bachelors Manager 54 Private $23,340 Sports Car

2 $0 10 Highly Urban/ Urban

0

0 13

No $0 Yes M Bachelors Student 39 Commercial $15,200 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/13/46 0 13

No $0 z_No M z_High School Clerical 41 Private $16,190 Minivan $0 0 $0 9 z_Highly Rural/ Rural

730441601 0 3/13/46 0 13 $17,424 No $0 Yes M Bachelors Student 39 Commercial $10,860 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes M Masters 55 Commercial $25,350 Panel Truck $5,477 1 $0 19 Highly Urban/ Urban

0

0 14

No

Yes M Masters Manager 21 Private $6,800 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 9

No

z_No z_F z_High School Manager 29 Private $24,120 Sports Car $0 0

8 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Manager 50 Private $14,580 Sports Car

3

18 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 18 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

45398288 0 3/7/46 0 0 No

Yes z_F PhD Home Maker 19 Private $6,800 Sports Car

3 $4,719 19 Highly Urban/ Urban

1

1 11

Yes $0 z_No z_F Bachelors z_Blue Collar 39 Commercial $23,410 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 3/3/46 0 6

No

Yes z_F z_High School Professional 41 Private $23,920 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 13

No $108,139 Yes z_F

0 2/28/46 0 10

No

Yes z_F PhD Manager 49 Private $22,070 Pickup $0 0 $0 12 Highly Urban/ Urban

0 2/28/46 0 13

No

z_No z_F Bachelors Manager 51 Private $17,970 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Masters Lawyer 60 Private

Sports Car $0 0 $0 7 Highly Urban/ Urban

0

0 13 $61,486 No $0 z_No M Bachelors z_Blue Collar 32 Commercial $24,180 Panel Truck

3

10 Highly Urban/ Urban

0 2/25/46 0 13

No

z_No M PhD Doctor 27 Private $18,820 Van $0 0 $0 6 Highly Urban/ Urban

0 2/25/46 0 15

No

Yes z_F Masters Lawyer 31 Private $21,750 Minivan $0 0 $0 17 Highly Urban/ Urban

0 2/24/46 0 16

No

Yes M Masters Lawyer 5 Private $21,910 Van $0 0 $0 18 Highly Urban/ Urban

0 2/24/46 0 12 No $0 z_No M PhD Doctor 78 Private

Minivan $0 0 $0 22 Highly Urban/ Urban

0 2/23/46 0 9

No

Yes z_F PhD Doctor 32 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 31 Commercial $13,730 Minivan

1 $0 12 Highly Urban/ Urban

0 2/19/46 1 13

No

Yes z_F Bachelors Professional 41 Private $24,160 Minivan $0 0 $0 13 z_Highly Rural/ Rural

237090665 0 2/19/46 0 7

No

Yes M Masters Manager 25 Private $20,940 Van $0 0 $0 Highly Urban/ Urban

0 2/18/46 0 14

No

Yes M

1 $0 6 Highly Urban/ Urban

0

0 0 $0 No Yes z_F Bachelors Home Maker 22 Commercial $26,620 Van

3 $5,728 11 Highly Urban/ Urban

0 2/16/46 0

No

z_No M Bachelors z_Blue Collar 35 Commercial $13,580 Minivan $3,668 4 $5,787 11 Highly Urban/ Urban

0 2/16/46 0 0 $0 No

Yes M Masters Home Maker 49 Private $11,450 Pickup $0 0 $0 16 z_Highly Rural/ Rural

0 2/15/46 0 12

No

Yes z_F z_High School Clerical 21 Private $10,860 z_SUV $2,457 2 $4,797 6 Highly Urban/ Urban

0

0 14 $26,840 No

Yes M z_High School Clerical 53 Private $18,180 Van

2 $0 1 Highly Urban/ Urban

0 2/13/46 0 6

No

Yes M z_High School z_Blue Collar 25 Private $10,010 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 2/13/46 0 11

No Yes M Masters 48 Commercial $18,320 Van $0 0 $0 15 Highly Urban/ Urban

672549561 0

0 11

No

z_No M Masters Professional 36 Private $25,290 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/11/46 0 11

No $0 z_No M Masters 48 Commercial $18,020 Van $0 0 $0 10 Highly Urban/ Urban

0

0 14 $33,303 No

Yes z_F z_High School Manager 48 Private $29,770 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/10/46 0 7

No

z_No z_F

0 2/9/46 0 11

No

z_No M PhD 14 Commercial $9,940 Pickup $39,710 1 $0 Highly Urban/ Urban

0 2/9/46 0 13

No

Yes z_F Bachelors Home Maker 49 Private $12,680 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 2/8/46 0 16

No

Yes z_F Bachelors Professional 19 Private $9,990 z_SUV $5,441 3 $0 9 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 36 Commercial $32,400 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 0 No $0 z_No z_F Masters Home Maker 48 Commercial

Panel Truck

3 $3,149 13 Highly Urban/ Urban

0 2/3/46 0 12

No $0 z_No M PhD Doctor 31 Private $12,550 Minivan $2,045 4 $1,030 1 Highly Urban/ Urban

0 2/3/46 0 14

No

Yes M

0 2/2/46 0 12

No z_No M PhD Doctor 19 Private $5,920 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 16

No Yes M Bachelors Clerical 31 Private $13,770 Minivan $0 0 $0 z_Highly Rural/ Rural

595463329 0

0 10

No

z_No M Masters Professional 29 Commercial $20,220 Van $5,630 1 $0 1 Highly Urban/ Urban

0

0 5 No $0 z_No z_F $40,763

3 $0 5 Highly Urban/ Urban

0 1/30/46 0 10

No

Yes z_F Bachelors Professional 18 Private $16,200 z_SUV

3

12 Highly Urban/ Urban

0

0 7

No

Yes z_F z_High School Home Maker 54 Private $7,150 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 1/28/46 0

No $0 z_No z_F PhD Doctor 24 Private $13,350 Sports Car

1 $0 Highly Urban/ Urban

0

0 0 $0 No

Yes M Masters Home Maker 31 Private $6,800 Pickup $0 0 $0 14 Highly Urban/ Urban

0 1/27/46 0 14

No

Yes z_F

0 1/24/46 0 9

No

Yes M Masters Manager 29 Commercial $23,760 Panel Truck

2

8 Highly Urban/ Urban

0 1/24/46 0 7

No

Yes z_F Bachelors z_Blue Collar 25 Private $11,650 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

1 0 $0 No Yes z_F $4,543

2 $6,931 1 Highly Urban/ Urban

0

0 10

No $0 z_No M Bachelors Professional 34 Private $21,720 Van $0 0 $0 9 Highly Urban/ Urban

0 1/21/46 0 15

No $267,509 Yes M Bachelors Manager 50 Private $10,330 Pickup $6,550 4 $0 9 Highly Urban/ Urban

515204929 0 1/20/46 0 8 $21,190 No

Yes M Masters 30 Commercial

Panel Truck $7,558 3 $0 1 Highly Urban/ Urban

0 1/20/46 0 13

No

Yes z_F z_High School Clerical 24 Private $11,240 Sports Car

3 $0 5 Highly Urban/ Urban

0 1/17/46 0 14

No

Yes z_F PhD Doctor 35 Private $18,070 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 11

No

Yes M Masters Manager 20 Private $23,080 Minivan $0 0 $0 16 Highly Urban/ Urban

0 1/13/46 0 12

No

Yes z_F Bachelors Home Maker 64 Private

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 1/13/46 0 13

No

Yes M PhD 27 Commercial $33,070 Panel Truck $0 0 $0 15 Highly Urban/ Urban

187776372 0

0 7

No

z_No z_F Masters Lawyer 43 Private $12,280 z_SUV

2 $0 16 Highly Urban/ Urban

0 1/11/46 0 9

No

z_No z_F PhD Home Maker 33 Private $25,950 Minivan

1 $0 10 Highly Urban/ Urban

0 1/11/46 0 10

No

z_No M PhD Doctor 27 Private $19,480 Van $0 0 $0 11 Highly Urban/ Urban

473135731 0

0 12

No

Yes M Bachelors Clerical 39 Private $8,020 Pickup $0 0 $0 16 Highly Urban/ Urban

473135731 0 1/9/46 0 12 $45,432 No $182,320 Yes M Bachelors Clerical 27 Private $14,560 Minivan

1 $0 16 Highly Urban/ Urban

0 1/8/46 0 13

No

Yes z_F Bachelors Home Maker 50 Private $9,560 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/7/46 0 0 $0 No $0 z_No M $31,796

3 $0 1 z_Highly Rural/ Rural

603518238 0 1/7/46 0 0 $0 No z_No M

0 1/6/46 0

No

Yes M Masters Professional 36 Private $29,230 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/4/46 0 14

No

Yes M PhD Doctor 24 Private $20,660 Van $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 29 Private $12,970 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Masters Manager 17 Private $15,990 Minivan $0 0 $0 15 Highly Urban/ Urban

0 12/31/45 0 14

No

Yes M

0 12/31/45 0 13

No

Yes M Bachelors z_Blue Collar 56 Commercial $14,380 Minivan

1 $0 10 Highly Urban/ Urban

0

0 16

No

Yes z_F Bachelors Professional 31 Private

Pickup $0 0 $0 16 Highly Urban/ Urban

0

0

No $0 z_No z_F Masters Lawyer 64 Private $19,450 z_SUV $0 0 $1,058 13 Highly Urban/ Urban

0 12/26/45 0 11

No $0 z_No M Masters Lawyer 29 Private $14,880 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 14

No $0 z_No z_F Masters Lawyer 15 Private

Sports Car $0 0

11 Highly Urban/ Urban

0

0 13

No $0 z_No z_F PhD Manager 36 Private $27,680 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F Bachelors Student 35 Commercial $21,200 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Home Maker 57 Commercial $18,150 z_SUV $0 0

1 Highly Urban/ Urban

0

1 10

No

Yes M z_High School z_Blue Collar 51 Commercial $25,900 Minivan $0 0 $0 z_Highly Rural/ Rural

0 12/19/45 0 14

No Yes M Masters 27 Commercial $20,200 Van $5,685 2

1 Highly Urban/ Urban

0

0 12

No

Yes z_F $2,382

1 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 13 Private $12,970 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 11

No

Yes z_F

0

0 13 No

Yes M PhD Doctor 26 Private $14,610 Minivan $0 0 $0 5 Highly Urban/ Urban

0 12/13/45 0 11

No

Yes M Bachelors Professional 36 Private $11,530 Pickup $0 0 $0 11 Highly Urban/ Urban

609885620 0

0 0 $0 No

Yes z_F Bachelors Student 12 Commercial $19,940 z_SUV

1

7 Highly Urban/ Urban

0 12/12/45 0 0 $0 No

Yes z_F PhD Home Maker 33 Private $6,800 Sports Car $1,909 1 $0 14 Highly Urban/ Urban

0 12/12/45 0 12

No $0 z_No z_F PhD 27 Commercial

Pickup $3,488 2 $2,827 15 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors z_Blue Collar 36 Commercial $12,870 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Manager 25 Private $16,610 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 12/7/45 0 0 $0 No $0 z_No z_F z_High School Home Maker 28 Commercial $18,070 Pickup

3 $3,674 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors z_Blue Collar 29 Commercial $22,340 Van $0 0 $1,157 11 Highly Urban/ Urban

3

0 10

No

Yes M Masters Manager 44 Private $5,590 z_SUV $0 0 $4,898 15 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Lawyer 37 Private $6,800 Pickup $0 0 $0 19 Highly Urban/ Urban

0 12/2/45 0 14 No

Yes z_F Masters 22 Commercial $21,370 Pickup $0 0 $0 21 Highly Urban/ Urban

0 12/2/45 2

No

Yes z_F PhD 18 Commercial

Panel Truck $0 0

23 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Professional 54 Private $15,720 Minivan $0 0 $0 11 Highly Urban/ Urban

833422820 0

0 12

No

Yes M Bachelors Professional 39 Commercial $21,980 Van $0 0 $0 11 Highly Urban/ Urban

0

0 11

No

z_No z_F Masters Lawyer 5 Private $12,670 Minivan $1,208 1

15 Highly Urban/ Urban

0 11/26/45 0 13 $70,195 No $0 z_No M Bachelors Professional 34 Private $17,750 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F

0

0 14

No

Yes z_F Masters Lawyer 57 Private $6,900 Sports Car

1 $0 17 Highly Urban/ Urban

0 11/16/45 0 6

No

Yes z_F

0

0

No $0 z_No z_F Masters Lawyer 18 Private $15,480 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

0 13 No $0 z_No z_F z_High School Student 41 Commercial $10,390 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 11

No

Yes M z_High School z_Blue Collar 38 Commercial $16,510 Van

1 $0 1 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F Bachelors Student 49 Commercial $6,900 z_SUV $0 0

13 z_Highly Rural/ Rural

0

0 14

No

Yes M Bachelors Clerical 28 Private $1,500 Minivan

2 $0 11 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 27 Commercial $8,130 Pickup $0 0

7 Highly Urban/ Urban

0 11/5/45 0 15 $43,821 No $0 z_No z_F Masters Lawyer 6 Private $11,770 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0

No

Yes M Bachelors Manager 61 Private $14,000 Minivan $0 0 $0 11 Highly Urban/ Urban

0 11/3/45 0 7

No

Yes z_F Bachelors Professional 42 Private $16,090 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 13 No Yes M Masters 24 Commercial $7,880 Pickup

1 $0 16 Highly Urban/ Urban

0 11/1/45 0 10

No

z_No M z_High School z_Blue Collar 18 Commercial $29,070 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Manager 27 Private $32,880 Pickup $0 0 $0 10 Highly Urban/ Urban

786615637 0

0 2

No $0 z_No z_F PhD 21 Commercial $25,080 Pickup $0 0 $0 16 Highly Urban/ Urban

2

2 15

No

Yes z_F z_High School z_Blue Collar 56 Commercial $17,570 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

0 12

No

Yes M z_High School Manager 20 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 10/26/45 0 12

No

z_No M z_High School Professional 57 Private $17,230 Van

3

1 Highly Urban/ Urban

0

1 $32,690 Yes $0 z_No z_F

0

0 11

No

Yes M z_High School Clerical 46 Private $19,970 Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes z_F Bachelors z_Blue Collar 41 Commercial

Minivan $0 0 $0 3 z_Highly Rural/ Rural

0

0 13

No

Yes z_F PhD Lawyer 63 Private $20,090 Minivan $10,520 2 $1,065 14 Highly Urban/ Urban

0 10/17/45 0 12

No

Yes M Masters Lawyer 45 Private $26,420 Minivan $5,555 3 $0 10 Highly Urban/ Urban

0

0 13

No $0 z_No M

0

0 10

No

z_No z_F PhD Doctor 24 Private $37,130 Pickup $5,211 3 $0 16 Highly Urban/ Urban

0

0 13

No

Yes M Masters Manager 26 Commercial $26,820 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $23,510 Sports Car $0 0 $0 15 z_Highly Rural/ Rural

0

0 14

No

z_No z_F Bachelors Professional 23 Private $23,370 Pickup $0 0 $0 10 Highly Urban/ Urban

272342712 0 10/7/45 0 14 $66,955 No $241,544 z_No z_F Bachelors Professional 48 Private $10,540 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 55 Private $6,900 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 15

No

Yes M

0

0 12

No

Yes z_F Bachelors Manager 51 Private $22,340 z_SUV

1 $0 12 Highly Urban/ Urban

0

0 5

No $0 z_No z_F PhD Doctor 55 Private $20,170 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 9 $5,340 No $0 z_No z_F Bachelors Home Maker 19 Private

Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0 9/24/45 0 12

No

Yes z_F Masters Lawyer 14 Private $17,410 Minivan $0 0 $0 19 Highly Urban/ Urban

0 9/24/45 0 13

No

Yes M PhD Manager 46 Commercial $18,560 Van

4 $0 13 Highly Urban/ Urban

598961480 0

0 15

No

Yes z_F Masters Manager 16 Private

Pickup $0 0 $0 21 Highly Urban/ Urban

0

0 6

No

z_No M Bachelors Clerical 40 Private $12,140 Pickup

4 $3,351 7 Highly Urban/ Urban

0 9/21/45 0 15

No

Yes z_F PhD Home Maker 40 Private

Van $0 0 $0 16 z_Highly Rural/ Rural

59026158 0

0 15

No

Yes M Masters 16 Commercial $27,810 Panel Truck $0 0 $0 14 Highly Urban/ Urban

59026158 0 9/20/45 0 15 $144,348 No Yes M Masters 16 Commercial $27,460 Panel Truck $0 0 $0 14 Highly Urban/ Urban
59026158 0 9/20/45 0 15 $144,348 No Yes M Masters 31 Private $7,890 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 7

No

z_No M PhD 42 Commercial $25,040 Panel Truck $0 0 $0 22 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 25 Private $17,050 z_SUV

2 $0 13 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 33 Private $21,680 Minivan $0 0 $0 20 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Manager 38 Private $13,220 z_SUV $6,712 1 $0 1 Highly Urban/ Urban

1 9/12/45 1 $0 No

Yes z_F Bachelors Home Maker 13 Private $6,900 z_SUV $0 0

10 Highly Urban/ Urban

0

0

No

Yes M Bachelors Manager 38 Private $14,390 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Professional 15 Private $15,800 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/8/45 0 13 No

Yes M Bachelors Manager 18 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Manager 13 Private $22,150 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 13

No $0 z_No z_F z_High School z_Blue Collar 43 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

62643113 0

0 14

No z_No M Masters 38 Commercial $27,450 Panel Truck

4 $3,501 18 Highly Urban/ Urban

0

0 $0 No $0 z_No z_F z_High School Student 29 Private $17,160 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 6

No

Yes M z_High School z_Blue Collar 36 Commercial $12,120 Minivan $1,520 3 $5,126 5 Highly Urban/ Urban

0

0 7

No

Yes M

0

0 11

No

z_No z_F

0

0 14

No

Yes z_F PhD Doctor 34 Private $10,460 z_SUV $0 0 $0 10 Highly Urban/ Urban

610877471 0 8/19/45 0 $35,638 No $188,539 Yes z_F PhD Doctor 34 Private $12,340 Sports Car $1,278 2 $0 10 Highly Urban/ Urban

0

0 12 $1,590 No

Yes M Masters Lawyer 14 Private $20,320 Van $0 0 $0 16 Highly Urban/ Urban

0 8/16/45 0 16

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $11,440 z_SUV $0 0 $0 2 Highly Urban/ Urban

0 8/16/45 0 9

No $0 z_No z_F PhD Doctor 13 Private $25,690 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0 16

No

Yes M Masters Manager 51 Private $11,550 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/15/45 0 15

No

Yes z_F Masters 61 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

0 13

No

Yes M Masters 20 Commercial

Panel Truck $0 0 $0 18 Highly Urban/ Urban

0 8/14/45 0 9

No $0 z_No z_F Masters Manager 25 Private $8,780 Sports Car

3 $0 14 Highly Urban/ Urban

0

0 6

No

Yes M Bachelors Professional 14 Commercial

Panel Truck $36,700 1 $0 5 Highly Urban/ Urban

0

0 13

No Yes M Masters Professional 29 Commercial $37,670 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Manager 24 Private $8,230 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

1 12

Yes z_No z_F Bachelors Home Maker 37 Private $22,280 Minivan

2 $0 8 z_Highly Rural/ Rural

0 8/5/45 0

No

Yes M Bachelors Manager 22 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0 8/5/45 0 13

No

Yes M

441643202 0

1 13

No

Yes z_F Masters Lawyer 25 Private $16,030 Minivan $0 0 $0 15 Highly Urban/ Urban

441643202 0 8/3/45 1 13 $131,383 No $371,652 Yes z_F Masters Lawyer 25 Private $11,940 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 19 Private $30,250 Minivan $0 0 $0 17 Highly Urban/ Urban

0 7/31/45 0 11

No $0 z_No M PhD Lawyer 34 Private $3,430 Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/31/45 0 14 No

Yes z_F Bachelors z_Blue Collar 27 Commercial $33,200 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 6

No $0 z_No z_F PhD Doctor 54 Private $16,320 Pickup $0 0 $0 14 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 58 Private

Minivan $0 0 $2,729 15 Highly Urban/ Urban

396892250 0 7/28/45 0 12 $17,050 No $0 z_No M z_High School Clerical 33 Private

Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

0 15

No

Yes M Masters Lawyer 27 Private $20,610 Van $0 0 $0 15 Highly Urban/ Urban

0 7/26/45 0 12

No

Yes M z_High School z_Blue Collar 26 Commercial $16,240 Van

1 $0 1 Highly Urban/ Urban

621566024 0 7/26/45 0 15 $88,233 No $260,694 Yes M Masters Lawyer 27 Private $10,320 Pickup

2 $0 15 Highly Urban/ Urban

0

0 0 $0 No $0 z_No M z_High School Student 28 Commercial $25,020 Minivan

3

7 Highly Urban/ Urban

802967671 0 7/25/45 0 12

No

z_No z_F Bachelors Home Maker 27 Private $10,620 Sports Car $0 0 $0 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Manager 45 Commercial $27,020 Pickup $1,780 3 $0 6 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $17,700 z_SUV $0 0 $2,421 12 Highly Urban/ Urban

0 7/23/45 0 9

No

Yes M Masters Lawyer 38 Private $12,630 Minivan $0 0 $0 Highly Urban/ Urban

0

0 10

No z_No M Masters 30 Commercial $28,300 Panel Truck $6,003 2 $0 12 Highly Urban/ Urban

319718069 0 7/22/45 0 15

No $0 z_No M Masters 29 Commercial $24,160 Panel Truck $0 0 $0 13 Highly Urban/ Urban

592856852 0

0 14

No

Yes z_F PhD 56 Private $24,610 z_SUV $6,316 2 $0 15 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 37 Commercial $27,270 z_SUV $5,911 1 $0 7 Highly Urban/ Urban

665591504 0 7/19/45 0 11

No

z_No M PhD Doctor 33 Private $23,220 Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/19/45 0 13

No $0 z_No M Masters Lawyer 33 Private $20,510 Minivan

2 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Professional 33 Private $14,260 Pickup $0 0 $0 13 Highly Urban/ Urban

632067262 0

0 15 $92,261 No $282,708 Yes M Bachelors Professional 55 Private $12,620 Minivan $0 0 $0 8 Highly Urban/ Urban

0 7/17/45 0 13

No

Yes M z_High School Manager 48 Private $8,080 Pickup

2

9 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD Manager 26 Private $19,570 Van

1 $0 10 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 43 Commercial $11,190 z_SUV $0 0 $0 4 Highly Urban/ Urban

482683684 0 7/15/45 0 13

No

Yes M Bachelors Professional 64 Private $22,670 Minivan

1 $0 7 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School z_Blue Collar 27 Commercial $29,370 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

0 3 No $0 z_No z_F z_High School Clerical 90 Private $4,070 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 7/13/45 0 10

No $0 z_No z_F PhD Professional 23 Private $6,900 z_SUV $0 0 $0 Highly Urban/ Urban

0 7/13/45 0 14

No

Yes M Bachelors Manager 32 Commercial $22,010 Van

3 $0 1 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Manager 17 Private $15,910 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 16 No $152,054 Yes z_F

0 7/11/45 0 15 No

Yes z_F

0

0 0 $0 No $0 z_No z_F Bachelors Home Maker 40 Private $6,900 z_SUV

1 $5,982 1 Highly Urban/ Urban

0

0 7

No

Yes M Masters Lawyer 17 Private $35,760 Minivan $0 0 $0 17 Highly Urban/ Urban

0 7/8/45 0 0 $0 No

Yes z_F PhD Home Maker 28 Private $6,900 z_SUV $856 1 $7,940 13 Highly Urban/ Urban

0 7/8/45 0 15

No

Yes M z_High School Clerical 42 Private $11,080 Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 11

No

Yes M

0

0 0 $0 No $0 z_No z_F z_High School Home Maker 47 Private $14,530 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 8

No

Yes z_F PhD Manager 29 Private $31,180 Pickup $0 0 $0 12 Highly Urban/ Urban

0 7/3/45 0 16 $33,472 No

Yes M $46,753

1 $0 1 Highly Urban/ Urban

0

0 8 $49,256 No

z_No M Bachelors Manager 35 Private $11,830 Minivan $0 0 $0 Highly Urban/ Urban

0

0 16

No

Yes M PhD Doctor 34 Private $15,910 Minivan $0 0 $0 15 Highly Urban/ Urban

317842701 0

0 12

No $0 z_No z_F Masters Lawyer 34 Private $10,980 z_SUV $5,050 2 $0 15 Highly Urban/ Urban

0 6/25/45 0 12

No

Yes M Bachelors z_Blue Collar 5 Commercial $23,450 Minivan $0 0 $0 8 z_Highly Rural/ Rural

317842701 0 6/25/45 0 12 $40,818 No $0 z_No z_F Masters Lawyer 34 Private $15,890 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 6/25/45 0 0 $0 No $0 Yes z_F

0

0 11

No

Yes M

0

0

No

Yes M Bachelors Professional 6 Commercial $9,730 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School z_Blue Collar 52 Commercial $15,810 z_SUV

3 $5,722 9 Highly Urban/ Urban

0

0 12 No

Yes z_F z_High School Clerical 67 Private $10,480 z_SUV

2 $3,392 8 Highly Urban/ Urban

0

0

No $0 z_No M Masters Lawyer 24 Private $16,580 Van $27,130 2 $0 13 Highly Urban/ Urban

0

0

No

Yes M Masters 42 Private $17,460 Van

3 $0 9 Highly Urban/ Urban

0 6/10/45 0 12

No Yes M z_High School z_Blue Collar 36 Commercial $10,470 Pickup $0 0 $0 1 Highly Urban/ Urban

650676239 0

0 14

No

Yes z_F PhD Lawyer 48 Private $1,500 z_SUV

1 $3,736 21 Highly Urban/ Urban

0 6/9/45 0 11

No Yes z_F

0

0 13

No $0 z_No z_F Bachelors Clerical 41 Private $22,610 z_SUV $0 0

9 Highly Urban/ Urban

279632339 0

0 7

No

Yes M Bachelors Manager 9 Private $14,270 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School Clerical 5 Private $8,030 z_SUV $4,528 3 $3,722 1 Highly Urban/ Urban

0 6/5/45 0 14

No

Yes M z_High School Professional 59 Commercial $26,410 Panel Truck $0 0 $0 1 Highly Urban/ Urban

986046134 0 6/5/45 0 13

No $217,164 Yes M Masters 16 Commercial $20,930 Van $0 0 $0 11 Highly Urban/ Urban

0

0 3

No

Yes M z_High School Clerical 5 Private $15,730 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Professional 23 Private $14,920 z_SUV $0 0 $9,540 11 Highly Urban/ Urban

348040935 0 6/1/45 0 14 $80,227 No $247,045 Yes z_F Masters Professional 23 Private $31,530 Pickup

3 $0 11 Highly Urban/ Urban

0

0 14

No z_No M Masters Lawyer 50 Private $10,650 Pickup $0 0

15 Highly Urban/ Urban

0

0 14 $6,450 No $0 z_No M

0 5/30/45 0 15

No

z_No z_F Bachelors z_Blue Collar 32 Private $18,910 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F Masters Lawyer 50 Private $7,000 Sports Car

3 $0 24 Highly Urban/ Urban

0 5/29/45 0 8

No $0 z_No z_F

0

0 16

No

Yes M Masters Lawyer 20 Private $20,570 Minivan $0 0 $0 12 Highly Urban/ Urban

716593188 0 5/27/45 0 16 $49,268 No $209,157 Yes M Masters 20 Commercial $17,810 Van

2 $0 12 Highly Urban/ Urban

0

0 12

No

,361

z_No z_F PhD Manager 21 Private $30,490 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 38 Private $15,630 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 5/21/45 0 12 No

Yes M $32,922

3

4 Highly Urban/ Urban

589941468 0 5/21/45 0 10

No

z_No z_F z_High School Clerical 40 Private $14,650 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1

1 7

No

Yes z_F Bachelors Professional 34 Private $13,320 z_SUV $7,884 5 $3,548 17 Highly Urban/ Urban

0

0 12

No

Yes M $4,901

Highly Urban/ Urban

0

0 12

No

Yes M PhD 30 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 5/14/45 0 5

No

Yes z_F Bachelors Manager 7 Private $14,830 Minivan $0 0 $0 Highly Urban/ Urban

0

0

No

Yes z_F z_High School z_Blue Collar 30 Commercial $21,840 Sports Car $6,600 2 $3,008 5 Highly Urban/ Urban

0 5/12/45 0 6

No $0 z_No M Bachelors Professional 45 Commercial $9,790 Pickup $6,193 1

8 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 23 Private $6,900 Sports Car

4 $0 13 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 29 Private $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 10

No

Yes M z_High School z_Blue Collar 35 Commercial $15,870 Minivan

1 $5,161 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 13 Private $7,140 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No $0 z_No M z_High School z_Blue Collar 33 Commercial $8,450 Pickup $0 0 $0 z_Highly Rural/ Rural

0 4/27/45 0 12

No $0 z_No M Bachelors Manager 42 Private $11,510 Pickup $0 0 $0 6 Highly Urban/ Urban

699382604 1

1 0 $0 No $0 Yes z_F Bachelors Student 37 Private $10,600 Sports Car $5,493 3 $4,209 8 Highly Urban/ Urban

0 4/25/45 0 14

No

Yes z_F PhD Manager 37 Private $29,620 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

z_No M PhD Manager 18 Private $14,320 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 16

No

Yes z_F Masters Lawyer 37 Private $19,470 Minivan

1 $0 10 Highly Urban/ Urban

0

0 9

No

Yes z_F PhD Clerical 42 Commercial

Minivan

1 $0 10 z_Highly Rural/ Rural

0 4/19/45 0

No $163,729 Yes z_F z_High School Clerical 47 Private $18,200 Minivan

1

10 Highly Urban/ Urban

229711979 0 4/19/45 0 12

No

Yes M Masters 48 Commercial $11,230 Pickup

2 $0 1 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F z_High School Home Maker 33 Private $13,570 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 15

No Yes z_F PhD Doctor 46 Private $15,570 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0 6

No

Yes z_F z_High School Clerical 31 Private $14,310 z_SUV

1 $0 5 z_Highly Rural/ Rural

0

0 12

No

Yes M Masters 51 Commercial $23,250 Panel Truck $5,039 1

18 Highly Urban/ Urban

0

0 15 $74,208 No

Yes M Bachelors Manager 13 Commercial $22,330 Van $0 0 $0 10 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Student 38 Commercial $7,180 Sports Car

2 $4,046 5 z_Highly Rural/ Rural

0 4/6/45 0 14

No

Yes M Bachelors Professional 18 Commercial $22,900 Panel Truck $0 0 $0 11 Highly Urban/ Urban

933243471 0

0 7

No

z_No M Bachelors z_Blue Collar 5 Commercial $5,000 Pickup $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 36 Commercial $23,170 z_SUV $0 0

1 Highly Urban/ Urban

0 4/4/45 0 15

No

Yes z_F Masters Lawyer 18 Private $6,900 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

0 13

No

Yes M $41,917

2

1 Highly Urban/ Urban

0

0 0 $0 No

z_No M Bachelors Home Maker 26 Commercial $11,020 Pickup $0 0 $1,037 7 Highly Urban/ Urban

0 4/1/45 0 14

No

Yes z_F Bachelors z_Blue Collar 21 Private $25,010 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors z_Blue Collar 24 Commercial $14,800 Minivan $0 0 $0 9 Highly Urban/ Urban

951246359 0

0 13

No $0 z_No z_F Bachelors Manager 50 Private $9,070 z_SUV $0 0 $0 6 Highly Urban/ Urban

1

1 15

Yes

z_No M Masters Lawyer 37 Private $18,650 Van

1 $0 16 Highly Urban/ Urban

0

0 14

No Yes z_F Masters Lawyer 33 Private $23,350 z_SUV $4,091 1 $0 16 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Professional 30 Commercial

Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

0 9

No $0 z_No z_F Bachelors Manager 50 Private

z_SUV $5,971 5 $0 13 Highly Urban/ Urban

658408108 0 3/24/45 0 9 No z_No z_F Bachelors Manager 50 Private $8,650 z_SUV

1 $0 13 Highly Urban/ Urban

0 3/24/45 0 12

No $0 z_No z_F Masters Manager 21 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

658408108 0 3/24/45 0 9 No z_No z_F Bachelors Manager 50 Private $19,440 Sports Car

2

13 Highly Urban/ Urban

0

0 12

No

Yes M Masters 5 Commercial $26,200 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors z_Blue Collar 11 Commercial $14,610 Minivan $0 0 $0 Highly Urban/ Urban

0

0

No

Yes z_F Masters Professional 43 Private $16,710 Minivan

4 $2,635 16 Highly Urban/ Urban

0

0 11 No

Yes z_F z_High School Home Maker 5 Private $12,200 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 3/19/45 0 13

No

z_No z_F Bachelors Manager 49 Private $14,340 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 3/19/45 0 11

No

Yes M Masters 28 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

877619886 0 3/19/45 0 11 No $153,917 Yes z_F z_High School Home Maker 5 Private $7,450 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 12

No $0 z_No z_F Bachelors z_Blue Collar 19 Commercial $9,640 z_SUV $0 0 $6,208 9 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Professional 51 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 14

No $0 z_No z_F Masters Lawyer 39 Private

Sports Car $0 0 $6,220 16 Highly Urban/ Urban

0 3/10/45 0

No

Yes M z_High School z_Blue Collar 24 Private $6,900 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Professional 26 Commercial $25,190 Panel Truck $3,110 2 $0 13 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 55 Private $11,230 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 10

No

z_No M Masters Lawyer 40 Private $18,990 Van $0 0 $3,850 13 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 5 Private $17,480 Minivan $0 0 $0 18 Highly Urban/ Urban

0 3/2/45 0 10

No

z_No M PhD Manager 47 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 3/2/45 0 12

No

Yes M z_High School Student 20 Private $3,320 Minivan

2

7 Highly Urban/ Urban

0

0

No Yes z_F

0 2/26/45 0 12

No $0 z_No M z_High School Professional 55 Private $2,280 Minivan $0 0 $0 1 Highly Urban/ Urban

91873101 0 2/26/45 0 12 $52,722 No $0 z_No M z_High School Professional 55 Private $12,170 Minivan $0 0 $0 1 Highly Urban/ Urban
91873101 0 2/26/45 0 12 $52,722 No $0 z_No M z_High School Professional 55 Commercial $21,390 Van $0 0 $6,093 1 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Professional 53 Private $22,930 z_SUV

2 $0 12 Highly Urban/ Urban

0 2/20/45 0 14

No

Yes M Masters Lawyer 25 Private $6,900 Pickup $0 0

15 Highly Urban/ Urban

0 2/19/45 0 0 $0 No

Yes z_F Masters Home Maker 36 Private $22,350 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 12

No $0 z_No M Masters Lawyer 31 Private $20,820 Minivan $6,987 2 $0 16 Highly Urban/ Urban

0 2/15/45 0 12

No

z_No M Masters Lawyer 30 Private $29,310 Minivan

1 $0 Highly Urban/ Urban

0

0 16

No

Yes z_F Bachelors Clerical 40 Private $18,290 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 2/13/45 0 11

No Yes M Masters Manager 32 Private $15,790 Minivan $0 0 $0 Highly Urban/ Urban

330276792 0 2/13/45 0 11 $88,903 No Yes M Masters Manager 32 Commercial $31,810 Panel Truck

4 $0 Highly Urban/ Urban

1

1 0 $0 Yes $0 z_No z_F Bachelors Home Maker 21 Private $18,820 z_SUV

1 $0 9 Highly Urban/ Urban

120868496 0 2/11/45 0

No $0 z_No M Masters Lawyer 51 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

752904193 0

0 14

No

Yes z_F z_High School Manager 57 Commercial $30,240 Van $0 0 $0 1 Highly Urban/ Urban

500072966 0

0 12

No

z_No M PhD Doctor 20 Private $17,350 Van $0 0

16 Highly Urban/ Urban

0 2/7/45 0 12

No $0 z_No z_F Bachelors Manager 14 Private $14,630 z_SUV

2 $0 9 Highly Urban/ Urban

0 2/7/45 0 12

No

z_No z_F PhD Doctor 46 Private $31,520 Minivan $0 0 $0 15 Highly Urban/ Urban

0 2/6/45 0 13

No

Yes M Bachelors Manager 18 Commercial $19,660 Van $24,690 1 $0 4 Highly Urban/ Urban

0 2/4/45 0 12 $112,481 No

Yes M PhD 8 Commercial $25,790 Panel Truck $0 0 $0 16 Highly Urban/ Urban

618040112 0

0 14 $40,862 No $0 z_No z_F Masters Home Maker 48 Private $20,400 z_SUV $0 0

17 Highly Urban/ Urban

0 2/3/45 0 13

No

Yes M

0

0 13

No

Yes M z_High School Clerical 35 Private $15,240 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/30/45 0 14

No

Yes M Bachelors z_Blue Collar 51 Commercial $25,430 Minivan $0 0 $0 4 z_Highly Rural/ Rural

0

0 9

No

Yes z_F PhD Doctor 51 Private $6,900 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 1/26/45 0 12

No $0 z_No z_F Bachelors z_Blue Collar 25 Commercial $13,060 z_SUV

2 $0 10 Highly Urban/ Urban

0

0

No

Yes M Bachelors Home Maker 64 Private $7,730 Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 12

No $0 Yes M z_High School Student 14 Commercial $7,960 Pickup

2 $458 9 Highly Urban/ Urban

237764523 0

0 10

No $0 z_No M Bachelors Professional 44 Commercial $7,590 Pickup

4 $1,381 7 Highly Urban/ Urban

0 1/18/45 0 7

No

z_No z_F Masters Lawyer 41 Private $6,900 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 1/18/45 1 11

Yes

z_No z_F z_High School z_Blue Collar 39 Commercial $18,690 Minivan $0 0

1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 72 Commercial

Minivan $0 0 $0 13 z_Highly Rural/ Rural

0 1/17/45 0 13

No

Yes M Masters 35 Commercial $27,710 Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 1/16/45 0 10

No

Yes M Masters Manager 38 Private $18,340 Van $0 0 $0 19 Highly Urban/ Urban

0 1/14/45 0 12 No

Yes M PhD Manager 22 Commercial

Panel Truck $0 0 $0 14 Highly Urban/ Urban

232648329 0 1/14/45 0 12 No $296,150 Yes M PhD Manager 22 Private $18,680 Van $0 0 $0 14 Highly Urban/ Urban

0

0 10

No $0 z_No M z_High School Student 12 Commercial $12,290 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 10

No

z_No z_F Masters Manager 21 Private $15,050 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 51 Private $9,060 z_SUV

3 $0 15 Highly Urban/ Urban

0 1/2/45 0 13

No

Yes z_F Bachelors Professional 32 Private $14,630 z_SUV

1 $0 11 Highly Urban/ Urban

0 1/1/45 0 12

No

Yes z_F Masters Lawyer 32 Private $21,380 Minivan $0 0 $0 9 Highly Urban/ Urban

302505662 0

0 9

No $0 z_No z_F Masters Manager 45 Private $20,410 z_SUV $0 0 $0 Highly Urban/ Urban

0

0

No $240,155 Yes M Bachelors z_Blue Collar 43 Commercial $31,410 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 13

No $0 z_No M z_High School Professional 34 Private $12,260 Minivan

2 $0 11 Highly Urban/ Urban

0 12/25/44 0 15 $4,716 No

Yes M z_High School Student 25 Private $7,770 Pickup $0 0

1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F PhD Manager 35 Private $32,140 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Lawyer 40 Private $21,430 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 10 $19,920 No

Yes M $33,694

2 $0 4 Highly Urban/ Urban

808765493 0

0 10

No

Yes z_F PhD Manager 39 Private $19,900 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 15

No

Yes M $26,281

1

1 Highly Urban/ Urban

0

0 16

No

Yes z_F z_High School Home Maker 36 Private $3,500 Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0 12/10/44 0 14

No

Yes M Bachelors Professional 56 Private $19,750 Minivan $0 0 $0 16 z_Highly Rural/ Rural

405470506 0

0 13

No

Yes z_F z_High School z_Blue Collar 44 Commercial $12,400 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 9

No

z_No z_F Masters Professional 21 Commercial

Pickup

1 $0 9 Highly Urban/ Urban

0 12/6/44 0 12

No

Yes M Masters Manager 13 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 17

No

Yes z_F Masters Lawyer 47 Private $17,260 Sports Car $1,540 2 $0 9 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Masters Lawyer 46 Private $16,770 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 52 Private $7,650 Pickup

2 $3,897 15 Highly Urban/ Urban

0 11/29/44 0 11

No

Yes M $34,300

Panel Truck

3 $0 1 z_Highly Rural/ Rural

0

0 14

No $0 z_No M

0

0 7

No

z_No M Bachelors Professional 10 Private $6,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

877336554 0

0 13

No

z_No M Masters Lawyer 41 Private $8,470 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 5

No

Yes z_F Masters Manager 42 Private $13,240 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 11/19/44 0 14

No z_No z_F Masters 26 Commercial

Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 6 $48,509 No

Yes z_F z_High School z_Blue Collar 31 Commercial $18,390 z_SUV $0 0 $0 8 Highly Urban/ Urban

275426485 0 11/17/44 0 6 $48,509 No $210,146 Yes z_F z_High School z_Blue Collar 31 Commercial $6,400 z_SUV

2 $0 8 Highly Urban/ Urban

0

0 16

No $0 Yes M z_High School Student 33 Commercial $11,030 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 11/16/44 0 15

No

Yes M Bachelors Manager 59 Commercial $24,130 Panel Truck

1 $0 8 Highly Urban/ Urban

0

0 16

No

Yes M PhD 46 Commercial $24,770 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0

0 10

No $0 z_No M Bachelors Clerical 37 Commercial

Panel Truck $0 0

8 Highly Urban/ Urban

0

0 15

No Yes M Bachelors Professional 21 Commercial $23,120 Panel Truck $0 0 $0 1 Highly Urban/ Urban

469714824 0

0 13

No

Yes M Bachelors Manager 61 Private $14,000 Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 42 Private $22,930 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 30 Private $19,590 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 10/31/44 0 13

No

Yes M Bachelors Manager 10 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 14

No $0 z_No M Masters Lawyer 47 Private $13,700 Minivan

3 $0 18 Highly Urban/ Urban

0 10/27/44 0 14

No

Yes M Masters Lawyer 19 Private $7,000 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Manager 46 Commercial $5,730 Pickup $4,582 2 $0 19 Highly Urban/ Urban

0

0 11 $3,865 No $0 z_No z_F $6,089

2 $3,492 1 Highly Urban/ Urban

934611742 0 10/19/44 0 No z_No z_F PhD Home Maker 48 Private $23,060 z_SUV $7,052 2 $0 7 Highly Urban/ Urban
758370952 0

0 13

No

Yes z_F Masters Lawyer 60 Private $8,970 z_SUV

2 $0 Highly Urban/ Urban

758370952 0 10/17/44 0 13 $19,694 No $162,610 Yes z_F Masters Lawyer 63 Private $22,430 z_SUV $0 0 $0 Highly Urban/ Urban
424967789 0

0 11

No

Yes z_F $2,200

1 Highly Urban/ Urban

0

0 14 $145,735 No

z_No M Masters Lawyer 26 Private $8,460 Pickup $0 0 $0 15 Highly Urban/ Urban

0 10/12/44 0 8

No

z_No M Masters Lawyer 44 Private $17,800 Van $0 0 $0 Highly Urban/ Urban

779624178 0

0 10

No $154,672 Yes z_F Masters Manager 26 Private

Minivan $0 0 $0 20 Highly Urban/ Urban

779624178 0 10/10/44 0 10 $20,046 No $154,672 Yes z_F Masters Manager 57 Private $5,300 z_SUV $0 0

20 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 10 Private $12,960 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 1

No $0 z_No M Masters Lawyer 41 Private $7,030 Pickup $7,373 4 $0 13 Highly Urban/ Urban

0 10/4/44 0 8

No

Yes M Masters Manager 47 Private $17,020 Van $0 0 $3,367 18 Highly Urban/ Urban

0 10/4/44 0 6

No $0 z_No M Masters 39 Commercial $11,940 Pickup $0 0 $0 19 Highly Urban/ Urban

0

0 14 $35,263 No

Yes z_F z_High School z_Blue Collar 27 Commercial $18,880 Pickup $0 0

1 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors z_Blue Collar 17 Commercial $29,990 Panel Truck $0 0 $0 7 z_Highly Rural/ Rural

0 10/1/44 0 12

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $20,390 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

656190149 0 10/1/44 0 12 $63,376 No $225,111 Yes z_F Bachelors z_Blue Collar 25 Commercial $25,450 Minivan $0 0 $0 14 z_Highly Rural/ Rural
656190149 0 10/1/44 0 12 $63,376 No $225,111 Yes z_F Bachelors z_Blue Collar 25 Commercial $13,340 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 10/1/44 0 14

No

Yes M Masters Lawyer 43 Private $13,190 Minivan $2,371 3 $0 12 Highly Urban/ Urban

193531081 0 10/1/44 0 12 $130,162 No $356,853 z_No z_F Bachelors z_Blue Collar 17 Commercial

Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

0 2

No Yes z_F z_High School z_Blue Collar 44 Commercial $12,820 z_SUV $0 0 $2,927 9 Highly Urban/ Urban

0

0 13 $74,295 No

Yes z_F Bachelors Clerical 26 Private $1,500 z_SUV

4 $0 Highly Urban/ Urban

0

0

No

Yes M Bachelors z_Blue Collar 21 Commercial $5,760 Pickup $969 2 $0 11 Highly Urban/ Urban

0

0 8

No $0 z_No M PhD 13 Commercial

Panel Truck $7,531 2 $0 18 Highly Urban/ Urban

0 9/15/44 0 6

No

Yes z_F Bachelors Manager 5 Private $15,590 Minivan $0 0 $0 14 Highly Urban/ Urban

0 9/15/44 0 13

No

Yes M PhD Doctor 41 Private $15,060 Minivan

1 $0 19 Highly Urban/ Urban

0

0 14

No

z_No M PhD 26 Commercial $24,450 Panel Truck $4,478 4 $0 9 Highly Urban/ Urban

0 9/14/44 1 16

No

Yes z_F Masters Manager 55 Private $26,030 Minivan

3 $0 12 Highly Urban/ Urban

0 9/14/44 0 11

No

Yes z_F Bachelors Manager 35 Private $9,790 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 7 No

Yes z_F z_High School Manager 26 Private $1,500 z_SUV

3 $0 7 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Lawyer 8 Private $29,170 z_SUV

2 $0 13 Highly Urban/ Urban

0

0 10

No

Yes M Masters 28 Commercial $10,940 Pickup $0 0 $4,423 14 Highly Urban/ Urban

0

0 9

No z_No z_F Bachelors z_Blue Collar 29 Commercial $7,000 Sports Car $1,815 4 $3,842 11 Highly Urban/ Urban

657953193 0

0 11

No

Yes M z_High School Manager 28 Commercial $23,470 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes M Masters Manager 18 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

0 12 $26,088 No $0 z_No M $2,158

3

6 Highly Urban/ Urban

0 9/3/44 0 10

No $0 z_No z_F Bachelors Professional 6 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 18

No

Yes M z_High School z_Blue Collar 49 Commercial $11,550 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 12 No

Yes z_F Bachelors Home Maker 36 Private $1,500 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

1 9/1/44 0 15

No

Yes z_F Masters Manager 45 Private $1,500 z_SUV

4 $0 15 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 16 Private $17,140 Minivan $0 0 $0 15 Highly Urban/ Urban

0 8/29/44 0 14 $37,523 No

Yes z_F $4,041

Highly Urban/ Urban

0

0 12 $39,833 No

Yes z_F z_High School z_Blue Collar 32 Private $5,480 Sports Car

1

1 Highly Urban/ Urban

0

0 12

No

Yes M Masters 5 Commercial $18,080 Van $0 0

1 Highly Urban/ Urban

0 8/24/44 0 12

No

Yes M Masters Professional 32 Private $20,190 Van $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD 21 Commercial $24,640 Van $0 0 $0 7 Highly Urban/ Urban

0 8/21/44 0 9

No

Yes z_F $25,033

1 $0 Highly Urban/ Urban

0

0 12

No

Yes M Masters Professional 54 Private $23,980 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 8/20/44 0 13

No

Yes z_F z_High School z_Blue Collar 40 Commercial $7,000 z_SUV $6,552 1 $3,667 1 Highly Urban/ Urban

0

0 7

No

Yes M z_High School z_Blue Collar 56 Commercial $11,200 Pickup

2 $0 10 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors z_Blue Collar 41 Private $8,410 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/17/44 0 14

No

Yes M

0

0 12

No $0 z_No z_F $36,661

2 $0 5 Highly Urban/ Urban

0 8/16/44 0 0 $0 No

Yes z_F z_High School Student 5 Private $22,040 Pickup $3,707 2 $0 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 11 Private $8,560 Sports Car $3,769 2

14 Highly Urban/ Urban

0 8/15/44 0 12

No

Yes z_F Bachelors z_Blue Collar 30 Commercial $10,750 z_SUV $2,595 2 $0 11 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $17,300 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 13

No $217,584 Yes M Bachelors Professional 13 Private $13,950 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 13 $28,196 No

z_No z_F z_High School Clerical 27 Private $16,340 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

0 6

No

Yes M Masters Lawyer 6 Private $15,960 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 14

No

z_No M Bachelors Professional 45 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors z_Blue Collar 17 Commercial $17,930 z_SUV $0 0 $0 8 Highly Urban/ Urban

701170488 0

0 12

No $0 z_No M PhD 31 Commercial $28,850 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 21 Private

z_SUV

1 $0 12 Highly Urban/ Urban

411815926 0

0 13

No $0 z_No M Bachelors z_Blue Collar 28 Private $25,700 Minivan

1 $0 12 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 40 Private $37,360 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 53 Private $34,030 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Clerical 29 Commercial $9,160 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

0 12

No

Yes M Masters Manager 60 Commercial $38,340 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

0 7

No

Yes z_F Masters Lawyer 5 Private $19,380 Minivan $0 0 $0 13 Highly Urban/ Urban

184578161 0 7/25/44 0 7 $45,787 No $173,196 Yes z_F Masters Lawyer 5 Private $11,580 z_SUV $2,528 1 $0 13 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 8 Private $7,000 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 5 Commercial $26,320 Panel Truck $5,551 1 $0 Highly Urban/ Urban

0

0 9

No $0 z_No M Bachelors Professional 51 Commercial $18,290 Van $5,493 3 $0 11 Highly Urban/ Urban

632067262 0

0 15

No

Yes M Masters Professional 5 Private $1,500 Minivan $26,544 2 $0 13 z_Highly Rural/ Rural

0

0 12

No

z_No M Bachelors Professional 35 Commercial $25,590 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Masters Manager 7 Private $9,500 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Professional 24 Private $13,740 Pickup

3 $0 15 Highly Urban/ Urban

0

0 15

No $0 z_No z_F Masters Lawyer 7 Private $25,160 Minivan $30,500 2 $0 17 Highly Urban/ Urban

79969831 0 7/10/44 0 15 $81,427 No $0 z_No z_F Masters Lawyer 7 Private $20,320 Pickup

2 $5,413 17 Highly Urban/ Urban

0

0 13 $7,898 No

z_No z_F PhD Home Maker 38 Private $9,310 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

0 14

No

Yes z_F z_High School z_Blue Collar 21 Commercial $22,740 Sports Car $0 0

1 Highly Urban/ Urban

0

0 10

No

Yes z_F Masters Lawyer 42 Private $21,110 Sports Car $0 0 $0 22 z_Highly Rural/ Rural

0

0 14 $17,049 No $86,562 Yes M $7,153

1

5 Highly Urban/ Urban

0 6/24/44 0 13

No

Yes z_F Bachelors z_Blue Collar 60 Private $8,510 z_SUV $0 0 $0 3 z_Highly Rural/ Rural

0

0 16

No

Yes z_F z_High School Professional 20 Private $13,460 z_SUV $5,916 3 $0 7 Highly Urban/ Urban

0

0 14

No

z_No z_F PhD Doctor 30 Private $22,620 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 6/22/44 0 12

No

Yes z_F PhD Lawyer 11 Private $20,280 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 14

No

Yes M PhD Doctor 36 Private $22,460 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 14 $6,094 No $0 Yes M z_High School Student 28 Commercial $22,770 Panel Truck $2,631 1 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Manager 56 Commercial $7,000 Pickup

2 $0 13 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Manager 30 Private $26,810 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 17

No

Yes z_F Masters Lawyer 17 Private $9,740 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 10

No $0 z_No z_F z_High School z_Blue Collar 24 Commercial $18,080 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

0 15

No $0 z_No z_F Masters Professional 38 Private $18,080 z_SUV $0 0 $0 8 Highly Urban/ Urban

877277908 0 6/10/44 0 13

No $0 z_No M PhD Manager 23 Private $10,250 Minivan $0 0 $0 13 Highly Urban/ Urban

650676239 0

0 14

No

Yes z_F PhD 5 Private $11,430 Sports Car

2 $0 10 Highly Urban/ Urban

0

0 13

No z_No M Masters 39 Commercial $26,500 Panel Truck

3 $0 5 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 34 Commercial $26,890 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 57 Commercial $30,870 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Home Maker 38 Private $17,050 Minivan

3

1 Highly Urban/ Urban

0

0 5

No

Yes z_F PhD Manager 16 Private $22,980 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

0 No

Yes z_F $6,161

3 $0 7 Highly Urban/ Urban

1

1 11

Yes

z_No M z_High School z_Blue Collar 42 Commercial $8,310 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/31/44 0 13

No $0 z_No z_F Bachelors Manager 16 Private $13,760 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 5/31/44 0 16

No

Yes M Masters Lawyer 47 Private $14,690 Minivan

1 $0 8 Highly Urban/ Urban

399814035 0

0 11

No $0 z_No z_F PhD Doctor 41 Private $24,680 z_SUV $0 0 $0 17 Highly Urban/ Urban

399814035 0 5/29/44 0 11 $241,408 No $0 z_No z_F PhD Doctor 41 Private $41,230 Van $0 0 $0 17 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 27 Private $13,460 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Lawyer 54 Private

Van

2 $0 Highly Urban/ Urban

0

0

No

z_No M Masters Lawyer 28 Private $14,750 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 15

No Yes M $5,660

2

1 Highly Urban/ Urban

0 5/23/44 0 12

No

Yes M Masters Manager 28 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Professional 8 Commercial $24,120 Panel Truck $0 0 $3,134 11 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 45 Commercial

Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0

0 13

No z_No z_F Bachelors Professional 61 Private $12,520 z_SUV

1

12 z_Highly Rural/ Rural

0 5/15/44 0 13

No

z_No M PhD 5 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 43 Commercial $27,400 Van $0 0 $0 13 Highly Urban/ Urban

0 5/11/44 0 13

No

z_No z_F Bachelors z_Blue Collar 33 Commercial

Van

2 $0 10 Highly Urban/ Urban

0

0 12

No $0 Yes z_F z_High School Student 16 Commercial $7,810 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes z_F Masters Manager 18 Private $12,320 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 5/8/44 0 10

No $0 z_No M Masters Manager 36 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

3

0 7

No

Yes z_F PhD Doctor 54 Private $20,000 Minivan $0 0 $0 13 Highly Urban/ Urban

0 5/4/44 0 12

No

Yes M PhD 16 Commercial $7,000 Pickup

2 $0 12 Highly Urban/ Urban

0

0 5

No

Yes M Bachelors Manager 15 Private $15,320 Minivan $0 0 $0 14 Highly Urban/ Urban

0 5/2/44 0 13 No $0 z_No M Masters Lawyer 8 Private $19,710 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Professional 18 Private $16,050 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Manager 44 Private $7,000 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Clerical 63 Private $11,490 Pickup $6,290 3 $0 8 Highly Urban/ Urban

0 4/28/44 0 15 $71,402 No

Yes M z_High School z_Blue Collar 19 Commercial $27,370 Panel Truck

2 $0 9 Highly Urban/ Urban

0

0 16

No Yes z_F z_High School Home Maker 33 Private $15,540 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 4/27/44 0 5

No

Yes z_F Bachelors z_Blue Collar 39 Commercial $7,000 z_SUV $0 0 $0 6 Highly Urban/ Urban

699382604 1

1 12

No $0 Yes z_F $13,277

7 z_Highly Rural/ Rural

0

1 15

No

Yes z_F Masters Lawyer 18 Private $20,290 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Clerical 32 Private $18,150 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/19/44 0 13

No

Yes z_F Bachelors Professional 32 Private $12,950 z_SUV $677 2 $0 5 Highly Urban/ Urban

781500517 0

0 0 $0 No

Yes M z_High School Home Maker 31 Private $7,770 z_SUV $0 0 $0 Highly Urban/ Urban

0 4/18/44 0 13

No

Yes M Bachelors z_Blue Collar 56 Private $20,260 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 13 $32,880 No

Yes M $1,100

1 Highly Urban/ Urban

0

0 10 No $0 z_No z_F PhD Home Maker 61 Private $17,720 Minivan $0 0 $3,848 15 Highly Urban/ Urban

0 4/14/44 0 15

No Yes M z_High School z_Blue Collar 15 Private $10,470 Pickup

1 $0 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 28 Commercial $22,980 Panel Truck $0 0 $0 11 Highly Urban/ Urban

213361324 0 4/11/44 0 14 $72,337 No $210,378 Yes M PhD Manager 28 Commercial $27,130 Panel Truck $4,957 3 $0 11 Highly Urban/ Urban

0 4/11/44 0 16

No $0 z_No z_F Masters Home Maker 43 Private $18,540 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

0 13 No

z_No z_F PhD Home Maker 5 Private $21,270 Sports Car

1 $5,386 20 Highly Urban/ Urban

0

0 9

No

Yes M

0

0 10

No

Yes z_F z_High School z_Blue Collar 32 Commercial $5,570 Sports Car $0 0 $6,835 9 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School Student 5 Private $12,330 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 8 No

z_No M Bachelors Clerical 36 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

0 14

No

z_No z_F z_High School Professional 17 Private $22,770 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 15

No $0 z_No M Masters 5 Commercial $17,020 Van

2 $5,546 21 Highly Urban/ Urban

0 3/29/44 0

No

Yes z_F Masters Manager 12 Private $19,610 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 3/29/44 0 15

No

Yes M PhD Doctor 40 Private $18,290 Van $0 0 $0 18 Highly Urban/ Urban

0

0 13

No

z_No M Bachelors Professional 45 Private $15,390 Minivan $23,290 1 $0 16 Highly Urban/ Urban

0

0 6

No

Yes z_F Bachelors z_Blue Collar 5 Commercial $22,750 Minivan $0 0 $0 3 Highly Urban/ Urban

0 3/21/44 0 15

No

Yes M Bachelors Professional 52 Private $17,070 Van

2 $0 1 Highly Urban/ Urban

11668406 0

0 13

No

z_No z_F Bachelors Manager 43 Private $19,760 Pickup

3 $0 7 Highly Urban/ Urban

1

2 15

Yes $0 z_No M PhD Doctor 41 Private $19,450 Minivan

2 $0 13 Highly Urban/ Urban

0 3/18/44 0 12

No

z_No M Bachelors Professional 39 Commercial $9,310 Pickup $0 0 $9,543 14 Highly Urban/ Urban

0 3/18/44 0 11

No

Yes z_F Masters Lawyer 35 Private $21,420 z_SUV $6,440 1 $2,301 8 Highly Urban/ Urban

1

1 11

Yes $0 z_No M $41,844

3 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Professional 24 Commercial

Panel Truck $6,978 2 $1,441 1 Highly Urban/ Urban

0

1 15

No

Yes z_F Bachelors z_Blue Collar 72 Commercial $21,130 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

0 0 $0 No $0 z_No M

0 3/7/44 0 12

No $0 Yes M z_High School Student 59 Private $1,500 Minivan $23,756 2 $0 6 z_Highly Rural/ Rural

0 3/7/44 0 7

No

Yes z_F Bachelors Home Maker 63 Private $9,480 Sports Car $3,587 3 $0 9 Highly Urban/ Urban

711467735 0 3/7/44 0 12 $43,293 No $0 Yes M z_High School Student 59 Commercial

Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

0 8

No

Yes M PhD Lawyer 48 Private $13,210 Minivan $3,029 3 $0 15 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Manager 25 Commercial $17,600 Van

2 $0 9 Highly Urban/ Urban

0 3/3/44 0 13

No

Yes z_F Masters Manager 31 Private

Pickup $0 0 $0 19 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors Manager 5 Private $20,040 Van $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes M Masters 20 Commercial

Panel Truck $0 0 $0 17 Highly Urban/ Urban

0 3/1/44 0 9

No

Yes z_F $1,174

1 $0 6 Highly Urban/ Urban

0 2/29/44 0 13

No

Yes M z_High School z_Blue Collar 39 Commercial $14,660 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 2/29/44 0 12

No

Yes M Masters Lawyer 47 Private $21,280 Van $615 1 $4,857 17 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Professional 48 Commercial $7,810 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M z_High School z_Blue Collar 26 Private $14,950 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 2/24/44 0 11 $83,304 No

Yes M Bachelors Manager 40 Private $15,330 Minivan

3 $4,037 7 Highly Urban/ Urban

0 2/23/44 0 15

No

Yes M Masters Lawyer 36 Private $13,430 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/23/44 0 15

No

Yes z_F PhD Doctor 25 Private $12,020 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/23/44 0 9

No

Yes z_F PhD Doctor 12 Private $17,760 z_SUV $0 0 $0 20 Highly Urban/ Urban

0

0 8 No

z_No M

0

0 13

No

Yes z_F PhD Lawyer 31 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

706306036 0 2/19/44 0 13 $240,198 No $600,591 Yes z_F PhD Lawyer 46 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/17/44 0 16

No

Yes M Masters 44 Commercial $23,320 Panel Truck $0 0 $0 19 Highly Urban/ Urban

270525647 0

0 12

No $0 z_No M Masters 24 Commercial $38,200 Panel Truck

2 $3,982 12 Highly Urban/ Urban

0 2/15/44 0 16

No

Yes M Masters Lawyer 10 Private $25,040 Minivan $0 0 $0 18 Highly Urban/ Urban

574513469 0 2/15/44 0 16 $97,890 No $325,876 Yes M Masters 10 Commercial $24,930 Panel Truck $569 1 $0 18 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD 14 Commercial $22,220 Van $3,005 2 $0 Highly Urban/ Urban

0 2/13/44 0 16

No

Yes M Masters 38 Commercial $16,230 Van $0 0

1 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors z_Blue Collar 48 Commercial $34,310 Panel Truck $4,423 2 $1,698 12 Highly Urban/ Urban

0 2/10/44 0 11

No

Yes z_F Bachelors Manager 27 Private $15,890 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 2/10/44 0 12

No Yes z_F PhD Lawyer 18 Private $27,120 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 13 No

Yes M Bachelors z_Blue Collar 33 Commercial $11,180 Pickup $9,111 2 $0 3 Highly Urban/ Urban

120935025 0 2/9/44 0 0 $0 No $0 z_No z_F $4,112

1 Highly Urban/ Urban

0

0 13

No

z_No M Masters Lawyer 27 Private $7,000 Pickup $0 0 $0 15 Highly Urban/ Urban

0 2/1/44 0 11

No

z_No z_F Masters Professional 21 Private

Minivan

4 $0 15 Highly Urban/ Urban

595463329 0 2/1/44 0 10

No $0 z_No M Masters Professional 63 Private $11,860 Pickup $0 0 $0 13 Highly Urban/ Urban

0 2/1/44 0 13

No

z_No M $7,038

2 $0 1 Highly Urban/ Urban

0 2/1/44 0 12

No

Yes z_F Masters Lawyer 8 Private $18,760 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $17,290 z_SUV

1

5 Highly Urban/ Urban

0 1/26/44 0 14

No

z_No z_F Bachelors Home Maker 38 Private $7,000 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 15 No

Yes M Bachelors Professional 40 Commercial

Panel Truck

2 $0 9 Highly Urban/ Urban

0

0 15

No $133,408 Yes z_F z_High School Home Maker 142 Commercial $8,950 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 1/20/44 0 13

No

Yes M z_High School Professional 26 Commercial $24,010 Panel Truck

2 $0 1 Highly Urban/ Urban

0 1/20/44 0 13

No

Yes M Bachelors Professional 5 Private $21,060 Van $0 0 $0 11 Highly Urban/ Urban

12254781 0 1/17/44 0 10

No

Yes M Masters Manager 46 Private $7,310 Pickup $0 0 $0 10 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Clerical 30 Private $6,000 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 14 No

Yes z_F z_High School Professional 55 Private $24,110 Minivan

3 $0 1 Highly Urban/ Urban

0 1/10/44 0 10

No

Yes M Bachelors z_Blue Collar 25 Commercial $25,430 Panel Truck $4,564 3

8 Highly Urban/ Urban

0 1/10/44 0 14

No

Yes M z_High School z_Blue Collar 51 Commercial $7,000 Pickup

3 $0 8 Highly Urban/ Urban

0

0 11

No

Yes M Masters Lawyer 20 Private $33,470 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0 1/9/44 0 0 $0 No

Yes z_F

0 1/8/44 0 11

No

Yes z_F Bachelors z_Blue Collar 39 Commercial $37,670 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes M Masters Manager 46 Private $24,100 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M PhD 19 Commercial

Panel Truck

1 $0 10 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors Manager 46 Commercial $7,000 Pickup $0 0 $0 5 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 20 Private $7,960 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 12/30/43 0

No $0 z_No M z_High School Clerical 54 Private $14,570 Minivan $0 0 $0 8 z_Highly Rural/ Rural

1

1 14 $17,820 No $115,540 Yes z_F Bachelors Home Maker 32 Private $13,340 z_SUV $6,913 1 $0 8 z_Highly Rural/ Rural

0

0 5

No Yes z_F z_High School Clerical 10 Private $9,430 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No $0 z_No z_F Masters Lawyer 24 Private $10,690 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 10

No

Yes M

0

0 0 $0 No $0 Yes M Bachelors Student 43 Private $5,630 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

0 4

No $0 z_No z_F Bachelors Professional 22 Private $35,340 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 12/23/43 0 11

No $0 Yes M z_High School Student 25 Commercial $7,000 Pickup

3

1 Highly Urban/ Urban

0

0 13

No Yes M Masters 36 Commercial

Panel Truck

1 $0 16 z_Highly Rural/ Rural

1

1 17

No $254,660 Yes M z_High School Professional 31 Private $13,000 Minivan

2 $0 1 Highly Urban/ Urban

0 12/19/43 0 14

No

Yes M Bachelors Manager 51 Private $10,790 Pickup $0 0 $0 10 Highly Urban/ Urban

0 12/19/43 0 0 $0 No $105,646 z_No z_F z_High School Home Maker 31 Private $1,500 z_SUV

3 $0 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School z_Blue Collar 20 Commercial $16,760 Van

1 $2,887 8 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School Manager 52 Private $11,590 Sports Car $3,614 2 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M PhD Doctor 31 Private $29,640 Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/11/43 0 14 $101,395 No

Yes M Masters Lawyer 14 Private $13,980 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F PhD Home Maker 36 Private $2,950 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School z_Blue Collar 92 Private $7,280 z_SUV $5,252 2 $0 1 Highly Urban/ Urban

331032762 0

0 15

No

Yes z_F Masters Lawyer 42 Private $18,710 z_SUV

2 $2,027 13 z_Highly Rural/ Rural

0

0

No

z_No z_F z_High School Clerical 32 Private $17,080 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 17 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 13 $33,519 No

Yes z_F Bachelors Clerical 61 Private $14,760 z_SUV $0 0 $2,517 5 Highly Urban/ Urban

0 11/30/43 0 8 $149,254 No

Yes M PhD 64 Commercial $21,930 Van

2

19 Highly Urban/ Urban

259127860 0 11/30/43 0 11

No

Yes M Bachelors z_Blue Collar 30 Private $17,210 Van $0 0 $0 1 Highly Urban/ Urban

496819716 0 11/30/43 0 13 No $232,836 Yes z_F Bachelors Clerical 61 Private $22,140 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 11/30/43 0 9

No

Yes z_F Masters Lawyer 77 Private $7,420 Sports Car $4,274 3

21 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors Professional 41 Private $13,760 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

0 14

No $0 z_No z_F PhD Manager 30 Commercial

Van $6,680 2 $0 16 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F PhD Home Maker 34 Private $7,000 z_SUV

1 $0 14 Highly Urban/ Urban

0 11/23/43 0 12

No $134,375 Yes z_F Masters Lawyer 21 Private $10,220 z_SUV

2 $0 14 Highly Urban/ Urban

0 11/23/43 0 0 $0 No $0 Yes z_F z_High School Student 44 Private $16,160 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 2

No

Yes z_F Bachelors z_Blue Collar 23 Commercial $13,820 Minivan $0 0 $0 z_Highly Rural/ Rural

2

2 0 $0 Yes

z_No z_F z_High School Home Maker 42 Private $7,100 z_SUV $0 0 $6,524 9 Highly Urban/ Urban

911685716 0

0 16

No

Yes M

0

0 9

No $0 z_No M Bachelors Manager 28 Private $10,730 Pickup $0 0 $0 Highly Urban/ Urban

0 11/16/43 2 11 $38,290 Yes $0 z_No z_F

0

2

No

Yes M Bachelors Manager 35 Commercial $16,820 Van $0 0 $0 9 Highly Urban/ Urban

2

3 16

Yes $0 z_No M z_High School z_Blue Collar 18 Commercial $11,100 Minivan

1

1 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 37 Private $7,100 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 11/9/43 0 14

No

z_No M Masters 12 Commercial $21,950 Van $0 0 $0 12 Highly Urban/ Urban

0

2 15

No $0 Yes z_F Bachelors Student 41 Private $14,670 Sports Car

2 $3,783 13 Highly Urban/ Urban

0

0 8

No

Yes z_F z_High School Clerical 28 Private $16,220 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

0 6 No

Yes z_F Masters Lawyer 13 Private $29,040 Minivan $0 0 $0 14 Highly Urban/ Urban

0 10/29/43 0 8

No Yes z_F z_High School Professional 61 Private $14,180 z_SUV

2

10 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors z_Blue Collar 29 Commercial $22,760 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 10/28/43 0 15

No $0 z_No z_F Bachelors Home Maker 32 Private $7,320 z_SUV

2 $0 8 Highly Urban/ Urban

0

0 9

No

Yes z_F Masters Lawyer 24 Private $20,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 9

No

Yes z_F Masters Lawyer 38 Private $13,980 z_SUV

1 $0 14 Highly Urban/ Urban

0

0 13 $40,355 No

z_No M z_High School z_Blue Collar 10 Commercial $2,690 Minivan $0 0 $159 1 z_Highly Rural/ Rural

0 10/13/43 0 11 No $0 z_No z_F Bachelors Professional 46 Commercial $13,110 Pickup $0 0 $0 13 Highly Urban/ Urban

160125365 0 10/13/43 0 11 No $0 z_No z_F Bachelors Professional 46 Private $22,460 z_SUV

2 $0 13 Highly Urban/ Urban

677580632 0 10/13/43 0 14

No

z_No M Masters Lawyer 34 Private $25,250 Minivan $4,188 2 $0 13 Highly Urban/ Urban

0 10/13/43 0 14

No

Yes z_F Bachelors Manager 50 Private $13,730 Sports Car

4 $0 13 Highly Urban/ Urban

0

0 13

No $0 Yes M z_High School Student 38 Commercial $9,360 Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

0 13

No

Yes M PhD Professional 22 Commercial $30,200 Panel Truck

2

17 Highly Urban/ Urban

3

3 18

No

Yes z_F Bachelors Manager 35 Private $13,870 z_SUV

2 $979 11 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Manager 15 Private $15,340 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 43 Private $9,540 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 16

No

Yes M PhD 30 Commercial $7,100 Pickup $0 0 $0 17 Highly Urban/ Urban

0 9/27/43 0 12

No

Yes M PhD 51 Commercial $21,120 Van $4,019 2 $0 20 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 49 Commercial $27,950 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Doctor 29 Private $15,370 Minivan

3 $0 7 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors z_Blue Collar 59 Commercial $15,390 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 6

No

Yes M Masters Lawyer 40 Private $8,030 Pickup $0 0 $0 12 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Manager 45 Private $20,520 Minivan $0 0 $0 12 Highly Urban/ Urban

0 9/19/43 2 18

No

Yes z_F Bachelors Professional 35 Private

Van $0 0 $0 7 Highly Urban/ Urban

0

0 4

No

Yes M z_High School Professional 80 Private $5,450 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 11

No z_No z_F Bachelors Student 45 Commercial

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School Home Maker 28 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 10

No

Yes z_F PhD 23 Commercial

Van $0 0 $0 16 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Clerical 21 Private $1,500 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

2 11

Yes

z_No M z_High School Manager 7 Private $14,630 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 15 $4,200 No

Yes z_F Bachelors Home Maker 35 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/2/43 0 13

No $0 z_No z_F PhD Doctor 14 Private $15,000 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 15

No

Yes M Masters Professional 38 Private $11,420 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 8/31/43 0 11

No

Yes M

1

2 13

No

Yes M Bachelors Professional 29 Commercial $23,520 Panel Truck $0 0

11 Highly Urban/ Urban

2 8/29/43 3 16

No

Yes M Masters 12 Private $13,530 Minivan

2 $0 13 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Manager 44 Private $16,300 Van $0 0 $0 7 Highly Urban/ Urban

1

1 15

No

Yes z_F PhD Lawyer 20 Private $5,670 z_SUV $4,906 2

19 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Clerical 48 Commercial $12,160 Pickup $3,211 1 $4,539 15 Highly Urban/ Urban

0 8/25/43 0 12

No

Yes z_F Bachelors Manager 7 Private $20,170 z_SUV $0 0 $0 Highly Urban/ Urban

0 8/25/43 2 16

No

Yes M Masters 29 Commercial

Panel Truck $11,160 2 $0 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School Clerical 16 Private $5,160 z_SUV

3

11 Highly Urban/ Urban

0

0

No

Yes z_F

0

0 11

No $0 z_No z_F

0 8/13/43 2 13

No

Yes z_F Bachelors z_Blue Collar 43 Commercial $13,130 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

197773530 0 8/13/43 2 $60,286 No $213,596 Yes z_F Bachelors z_Blue Collar 43 Commercial $27,640 Pickup $0 0 $0 11 z_Highly Rural/ Rural
197773530 0 8/13/43 2 $60,286 No $213,596 Yes z_F Bachelors z_Blue Collar 43 Commercial $23,480 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 13

No

Yes M z_High School z_Blue Collar 44 Commercial $15,960 Minivan

3 $0 1 Highly Urban/ Urban

0 8/10/43 0 13

No

Yes M Masters Manager 21 Private $13,880 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School Clerical 43 Private $18,350 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

0 7

No

z_No M Bachelors z_Blue Collar 66 Commercial

Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

0 16

No

Yes z_F $1,914

9 Highly Urban/ Urban

0

2 14

No

Yes M PhD 31 Commercial $21,100 Van $0 0

Highly Urban/ Urban

1

2 17 No

Yes z_F Bachelors Professional 32 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

0 0 No $0 Yes z_F

0

0 13

No Yes z_F Masters Lawyer 37 Private $28,300 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Doctor 66 Private $19,610 z_SUV

2 $0 14 Highly Urban/ Urban

0

1 14

No

Yes M

0

0 11 $134,164 No

Yes M Bachelors Professional 45 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Home Maker 42 Private $19,280 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Student 33 Commercial $7,100 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 7/11/43 0 10

No

z_No M PhD Doctor 25 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0

3

Yes

z_No M z_High School z_Blue Collar 46 Commercial $25,140 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 7/9/43 0 14 $68,485 No $0 z_No z_F Bachelors Professional 62 Private $8,900 z_SUV $6,281 2

8 Highly Urban/ Urban

1

3 18

No

Yes z_F

0

0 12

No $0 z_No M z_High School z_Blue Collar 38 Commercial $24,010 Panel Truck

3

1 Highly Urban/ Urban

0 7/7/43 0 12

No

z_No z_F Masters Lawyer 20 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 11 Private

Pickup $0 0 $0 15 Highly Urban/ Urban

512332959 0

0 16

No Yes M

0

0 16

No $0 z_No z_F Masters Professional 56 Private $27,320 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 14

No $0 z_No M z_High School z_Blue Collar 52 Commercial $15,440 Minivan

1 $0 1 Highly Urban/ Urban

192827925 0 6/29/43 0 14 $54,286 No $0 z_No M z_High School z_Blue Collar 52 Commercial $10,040 Pickup

1

Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Lawyer 36 Private $23,980 Pickup $0 0 $0 11 Highly Urban/ Urban

0 6/28/43 0 10

No

Yes z_F Masters Lawyer 12 Private $8,920 z_SUV $0 0 $2,939 17 Highly Urban/ Urban

0

0 11 $64,124 No

Yes M Masters Manager 19 Commercial $22,950 Panel Truck $4,232 3 $0 17 Highly Urban/ Urban

0

0 12

No Yes M Masters 5 Commercial $25,200 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

0 7

No

z_No M Masters Manager 28 Private $17,350 Van $0 0 $0 12 Highly Urban/ Urban

911091980 0 6/18/43 0 $1,336 No $108,929 z_No M Masters Manager 18 Private $16,140 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Lawyer 52 Private $7,100 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 5

No

z_No z_F Bachelors Professional 25 Private $22,700 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

2 9

No

Yes z_F z_High School Manager 37 Private $12,740 z_SUV

2 $0 1 Highly Urban/ Urban

0

0

No

Yes z_F Masters Lawyer 27 Private $11,530 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Masters Home Maker 45 Private $8,520 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 14

No $0 z_No z_F

0

0 15

No

Yes z_F Masters Lawyer 34 Private $7,100 z_SUV $0 0 $0 11 Highly Urban/ Urban

198801283 0

0 13

No

Yes M Masters 18 Commercial $20,820 Van $2,569 1 $0 10 Highly Urban/ Urban

204049784 0

0 13

No $173,701 Yes M Masters Manager 29 Private $12,820 Minivan $0 0 $0 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors z_Blue Collar 49 Commercial $11,880 Sports Car $0 0 $295 12 Highly Urban/ Urban

0

0 15

No

Yes M z_High School Manager 24 Commercial

Panel Truck $6,857 4 $0 1 Highly Urban/ Urban

1

2 14

No

Yes z_F PhD Manager 23 Private $30,690 z_SUV $4,638 1 $0 10 Highly Urban/ Urban

0

0 12

No $0 z_No M

3 $4,822 5 Highly Urban/ Urban

0

0 4

No

Yes z_F z_High School Clerical 40 Private $5,720 Sports Car

2 $0 7 Highly Urban/ Urban

2

2 17 $28,088 Yes

z_No M Bachelors Clerical 46 Private $9,910 Minivan $1,157 1 $4,814 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 39 Private $13,130 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 5/9/43 0 14 No $0 z_No z_F

0

0 15

No

Yes z_F PhD Doctor 54 Private $13,800 Sports Car $0 0

Highly Urban/ Urban

0 5/7/43 0 14

No

Yes M z_High School z_Blue Collar 19 Commercial $7,100 Pickup $995 3

1 Highly Urban/ Urban

1 5/7/43 2 0 $0 No $0 Yes z_F z_High School Student 45 Commercial $7,100 z_SUV $0 0 $5,428 7 Highly Urban/ Urban

0

1 14

No

Yes z_F PhD Manager 24 Private $20,430 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 0 No

Yes z_F Bachelors Home Maker 32 Private $1,500 z_SUV $0 0

10 Highly Urban/ Urban

0

0

No

Yes z_F Bachelors Manager 5 Private $31,830 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 11

No Yes M Bachelors Manager 23 Commercial $19,620 Van $0 0 $0 10 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD 21 Commercial $26,000 Panel Truck

4 $0 12 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Clerical 20 Private $8,260 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 4/27/43 0 11

No

z_No M z_High School Professional 47 Private $19,500 Van $0 0 $0 8 Highly Urban/ Urban

0

0 14

No

Yes M PhD Doctor 39 Private $11,620 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 12

No

z_No M

0 4/21/43 1 11 $49,979 No

Yes z_F Bachelors Home Maker 22 Private $13,090 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 $0 No

z_No z_F Bachelors Home Maker 34 Private $24,820 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

0 0 $0 No

Yes z_F Bachelors Home Maker 60 Private $20,680 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

0 13 $76,638 No $0 z_No M z_High School z_Blue Collar 61 Commercial $14,060 Minivan $24,930 2 $0 5 Highly Urban/ Urban

1

2 14

No

Yes z_F Bachelors z_Blue Collar 37 Commercial $26,470 z_SUV $0 0 $7,308 6 Highly Urban/ Urban

0

0 No

Yes M z_High School z_Blue Collar 16 Commercial $21,570 Van

1 $0 7 z_Highly Rural/ Rural

0

0 12

No $0 z_No M Bachelors Manager 44 Private $18,120 Minivan

2 $0 13 Highly Urban/ Urban

0

0 0 $0 No $63,827 Yes z_F PhD Home Maker 65 Private $13,220 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 4/9/43 0

No $0 z_No M Bachelors z_Blue Collar 22 Private $12,300 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 12 $278 No

Yes z_F z_High School Student 58 Commercial $26,150 Pickup

2 $0 8 Highly Urban/ Urban

728230622 0 4/6/43 0 12 $278 No $91,930 Yes z_F z_High School Student 58 Private $1,530 Sports Car $4,611 2

8 Highly Urban/ Urban

310091630 0

2 14

No

Yes z_F Bachelors Professional 21 Private $11,800 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 4/2/43 1 0 $0 No

Yes z_F

310091630 0 4/2/43 2 14 $69,098 No Yes z_F Bachelors Professional 21 Private

Van $6,528 1 $0 11 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $27,890 z_SUV

2 $0 9 Highly Urban/ Urban

353605491 0

0 15

No

z_No M PhD 5 Commercial $10,810 Pickup $0 0 $0 18 Highly Urban/ Urban

0

0 14

No $238,256 z_No M z_High School Professional 65 Private $8,980 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 63 Private $33,150 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

3 15

No Yes z_F z_High School Manager 7 Private $11,650 Pickup $7,905 1 $0 8 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Home Maker 20 Private

Pickup $0 0 $0 7 z_Highly Rural/ Rural

1

2 0 $0 Yes $0 z_No z_F $10,612

3

8 Highly Urban/ Urban

0 3/19/43 0 13

No

z_No z_F Bachelors Professional 7 Private $14,020 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 14

No

Yes M z_High School Clerical 42 Private $18,150 Van $1,380 3

10 Highly Urban/ Urban

0 3/18/43 0 9

No

Yes z_F z_High School Manager 39 Private

Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 12 $69,620 No $0 z_No z_F Masters Lawyer 38 Private $21,940 Minivan $0 0 $0 7 Highly Urban/ Urban

0 3/16/43 0 13

No

Yes z_F Bachelors z_Blue Collar 51 Private $22,500 Minivan $0 0 $0 10 z_Highly Rural/ Rural

683103279 0

0 16

No

Yes M Bachelors Manager 65 Private $15,780 Minivan $5,369 3 $2,773 8 Highly Urban/ Urban

0

0 14 $38,924 No

Yes z_F Masters Lawyer 49 Private $5,390 Sports Car $0 0

16 Highly Urban/ Urban

0

0 10

No

Yes M z_High School z_Blue Collar 21 Commercial $23,130 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 10 $31,093 No

Yes M Masters Manager 19 Private $12,560 Minivan $0 0 $0 9 Highly Urban/ Urban

712957573 0 3/3/43 0 10 $31,093 No Yes M Masters Manager 19 Private $7,060 Pickup $0 0 $0 9 Highly Urban/ Urban

0

2 10

No

Yes z_F z_High School z_Blue Collar 16 Commercial $21,880 Pickup

1 $0 7 Highly Urban/ Urban

0 3/2/43 3 11

No

Yes M Masters Lawyer 15 Private $15,390 Minivan $0 0 $0 20 Highly Urban/ Urban

0 2/28/43 0 13

No

Yes M z_High School Professional 56 Private $14,430 Minivan

1 $0 6 Highly Urban/ Urban

0 2/26/43 0 9

No

z_No z_F Masters Manager 22 Private $15,520 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 2/26/43 0

No

Yes z_F Bachelors Manager 28 Private $11,380 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 2/24/43 0 12

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $11,030 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/23/43 0

No

Yes M Masters Manager 45 Private $15,520 Minivan $0 0 $0 19 Highly Urban/ Urban

0

3 0 $0 No $0 Yes z_F z_High School Student 39 Commercial $7,420 z_SUV $5,442 2 $0 8 z_Highly Rural/ Rural

0 2/16/43 0 9

No

Yes z_F Bachelors Professional 53 Private

Van

2 $0 5 Highly Urban/ Urban

869972677 0 2/16/43 0 3 $37,352 No $0 z_No M Masters Lawyer 40 Private $13,910 Minivan $0 0 $0 20 z_Highly Rural/ Rural
869972677 0 2/16/43 0 3 $37,352 No $0 z_No M Masters Lawyer 20 Private $13,340 Minivan $0 0 $0 20 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters Lawyer 38 Private $22,450 Pickup $0 0 $0 Highly Urban/ Urban

0

1

No

Yes M Bachelors Manager 38 Private $14,990 Minivan $0 0 $0 9 Highly Urban/ Urban

0 2/10/43 0 13

No

Yes z_F PhD Manager 33 Private $1,500 Sports Car

1 $7,803 11 Highly Urban/ Urban

0

0 16

No

Yes M Bachelors Manager 30 Private $21,770 Minivan $0 0 $0 6 Highly Urban/ Urban

0 2/7/43 0 11

No

Yes M PhD 26 Commercial $34,170 Panel Truck $0 0 $0 15 Highly Urban/ Urban

995880115 0 2/7/43 0 11 $70,341 No $248,361 Yes M PhD 26 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 9

No

z_No M $29,110

Panel Truck $0 0 $0 5 z_Highly Rural/ Rural

618040112 0 2/4/43 0 14

No $0 z_No z_F Masters Home Maker 49 Private $10,280 z_SUV

2 $0 18 Highly Urban/ Urban

745699242 0 2/1/43 0 13

No $0 z_No M PhD Lawyer 10 Private $17,180 Van $0 0 $0 10 Highly Urban/ Urban

0

0 10

No $0 z_No z_F PhD Manager 61 Commercial

Panel Truck $0 0 $0 23 Highly Urban/ Urban

478695816 0 1/31/43 0 13

No

Yes z_F z_High School z_Blue Collar 23 Commercial $12,310 z_SUV $10,494 2 $0 4 Highly Urban/ Urban

0 1/30/43 0 13

No z_No z_F PhD Manager 18 Private $18,270 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 1/30/43 0 8

No

Yes M Bachelors Professional 39 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

33544630 0 1/30/43 0 13 $111,702 No z_No z_F PhD Manager 18 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0 1/29/43 0 10

No Yes M Bachelors Professional 51 Private $1,500 Minivan $725 4 $0 12 Highly Urban/ Urban

0 1/29/43 0 6

No

z_No M Masters Professional 14 Private

Minivan $0 0 $0 15 z_Highly Rural/ Rural

708296698 0 1/29/43 0 6 $103,503 No z_No M Masters Professional 31 Commercial

Panel Truck $0 0 $0 15 z_Highly Rural/ Rural

0

0 14 No

Yes z_F Bachelors Professional 19 Private $14,160 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/24/43 0 13

No

z_No M PhD Doctor 49 Private $16,150 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/24/43 0 13

No $0 z_No M

0 1/23/43 0 13

No

Yes M PhD 26 Commercial $26,330 Panel Truck

5 $0 10 Highly Urban/ Urban

0 1/18/43 3 17

No

Yes M Bachelors z_Blue Collar 10 Commercial $20,750 Van $0 0 $0 7 Highly Urban/ Urban

0 1/17/43 0 12

No Yes z_F Bachelors Manager 18 Private $20,940 Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/17/43 0 14

No

Yes M Bachelors Professional 25 Private $21,330 Minivan $0 0 $0 12 Highly Urban/ Urban

192744071 0 1/17/43 0 12 $62,483 No Yes z_F Bachelors Manager 18 Private $13,350 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 13 $23,830 No

Yes M

0 1/6/43 0 13

No

Yes z_F PhD Manager 37 Private

Pickup $0 0 $0 13 Highly Urban/ Urban

0 1/4/43 0 10

No

Yes M Masters 21 Commercial $25,100 Panel Truck $0 0 $0 20 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Professional 47 Private $40,260 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

21806232 0

2 11

No

Yes z_F Bachelors Professional 38 Commercial $27,530 Pickup

3 $0 1 z_Highly Rural/ Rural

0 12/22/42 0 14

No

z_No z_F PhD 29 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 12 No

Yes z_F Bachelors Manager 13 Private

Van $0 0 $0 5 Highly Urban/ Urban

241963590 0

0 12

No

Yes z_F z_High School Clerical 27 Private $19,530 Minivan $0 0 $0 Highly Urban/ Urban

673320205 1 12/19/42 1 17 $97,670 No

Yes M z_High School Professional 34 Commercial $29,700 Panel Truck $7,238 2

8 Highly Urban/ Urban

0

2 17

No

Yes z_F

0

0 13

No $0 z_No z_F PhD 49 Commercial $18,990 Pickup $1,841 2 $0 12 Highly Urban/ Urban

0 12/12/42 0 6

No

z_No M Masters 33 Commercial $39,480 Panel Truck $5,715 2 $0 18 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Doctor 31 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

408998525 0 12/9/42 0 12 $184,068 No $0 z_No M PhD 31 Commercial

Panel Truck

3 $0 13 Highly Urban/ Urban

0

0 13

No

Yes M z_High School z_Blue Collar 40 Commercial $11,480 Pickup $4,196 2

1 Highly Urban/ Urban

0

2 16

No

Yes z_F z_High School z_Blue Collar 17 Private $21,050 Pickup $0 0 $0 6 Highly Urban/ Urban

0

0 9

No

Yes M PhD Manager 16 Commercial $26,770 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

0 10

No z_No M Masters Manager 14 Private $9,050 Pickup $0 0 $0 12 Highly Urban/ Urban

549987782 0 12/2/42 0 10

No

Yes z_F Bachelors Clerical 30 Private $17,990 Minivan $9,058 1 $0 2 Highly Urban/ Urban

0

0 14

No $0 z_No z_F z_High School z_Blue Collar 51 Commercial $13,450 Sports Car

4 $2,160 4 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors Clerical 54 Private $14,310 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 10

No

Yes z_F Bachelors Manager 19 Private $7,100 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors Manager 38 Private $17,990 Minivan $0 0 $0 8 Highly Urban/ Urban

996435699 2

2 9

Yes

z_No z_F z_High School Home Maker 21 Private $7,200 z_SUV $0 0

Highly Urban/ Urban

856378045 0

0 13

No $0 z_No z_F

0

0 0 No

Yes M PhD 31 Commercial $7,200 Pickup $2,059 3 $0 15 Highly Urban/ Urban

0

0 5

No

Yes z_F Masters Home Maker 44 Private $18,110 Sports Car

2

16 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F Bachelors Home Maker 14 Private $1,500 z_SUV

3

5 Highly Urban/ Urban

0 11/10/42 0 11

No $0 Yes M z_High School Student 32 Commercial $22,950 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 12

No Yes M Bachelors Manager 32 Commercial

Panel Truck $4,179 2 $0 10 Highly Urban/ Urban

993778721 0 11/9/42 0 14

No $0 z_No M Masters 21 Commercial $23,690 Panel Truck

2 $0 19 Highly Urban/ Urban

0 11/9/42 0 13

No

Yes M Bachelors z_Blue Collar 56 Commercial $12,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No $0 z_No z_F z_High School Manager 44 Private $26,180 Pickup $3,090 2 $6,035 1 Highly Urban/ Urban

569910251 0

0 8 $54,028 No

Yes z_F z_High School Professional 28 Private $12,710 Minivan

1 $4,903 1 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 19 Private $18,840 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 14

No z_No M PhD Doctor 28 Private $26,010 Minivan $25,989 1 $0 12 Highly Urban/ Urban

0

0 7 $93,870 No

Yes M Masters Manager 16 Private $16,870 Van $0 0 $0 14 Highly Urban/ Urban

0 10/23/42 0 14 $75,468 No

Yes M Masters Lawyer 36 Private $14,750 Minivan $0 0 $0 21 Highly Urban/ Urban

0

0 9

No

Yes M PhD Manager 31 Commercial $19,590 Van $0 0 $0 12 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School z_Blue Collar 56 Private $17,440 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

858966351 0 10/16/42 0 15 No $167,419 Yes z_F z_High School z_Blue Collar 56 Private $12,370 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 14 $62,894 No

Yes M Bachelors Professional 38 Private $14,870 Minivan $3,989 1 $0 11 Highly Urban/ Urban

0 10/15/42 0 12

No

Yes z_F PhD Manager 9 Commercial $23,950 Pickup

2 $0 9 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD Doctor 31 Private $14,280 Minivan

2 $0 9 Highly Urban/ Urban

0

0 0 $0 No Yes z_F z_High School Home Maker 37 Private $1,500 z_SUV $0 0 $0 4 Highly Urban/ Urban

0

0 8

No

z_No z_F z_High School Manager 37 Private $9,690 z_SUV

1

1 Highly Urban/ Urban

0

0 14

No

z_No z_F PhD Doctor 27 Private $9,270 z_SUV $0 0

Highly Urban/ Urban

0 10/7/42 0 14

No

Yes z_F Masters Lawyer 50 Private $16,550 z_SUV $19,751 2 $0 12 Highly Urban/ Urban

904432751 0 10/7/42 0 14 $200,772 No $465,304 z_No z_F PhD Doctor 27 Private

Minivan $0 0 $0 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F $5,835

1 Highly Urban/ Urban

0

0

No

Yes z_F Masters Manager 34 Commercial $29,940 Van $0 0 $0 14 Highly Urban/ Urban

0 10/2/42 1 No

Yes z_F z_High School z_Blue Collar 44 Commercial $26,030 Minivan

3 $0 11 Highly Urban/ Urban

0

0 11

No $0 z_No z_F Bachelors Manager 12 Commercial

Pickup

2 $0 13 Highly Urban/ Urban

0

0 6

No

Yes M z_High School z_Blue Collar 5 Commercial $9,470 Pickup $0 0 $0 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 20 Private $18,800 Minivan $4,925 1 $0 13 Highly Urban/ Urban

0 9/27/42 0 0 $0 No $0 Yes M z_High School Student 37 Commercial $12,540 Minivan

2

11 z_Highly Rural/ Rural

1

2 15

Yes $0 z_No z_F z_High School Clerical 25 Private $10,610 Sports Car

3 $5,457 7 Highly Urban/ Urban

0 9/24/42 0 14

No

Yes z_F Masters Professional 80 Private $23,560 Sports Car

2 $0 Highly Urban/ Urban

0 9/24/42 0 12

No

Yes z_F z_High School z_Blue Collar 39 Commercial $10,100 z_SUV $0 0 $4,857 3 Highly Urban/ Urban

0

0 14

No

Yes M PhD Manager 41 Commercial $25,380 Panel Truck

3 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 55 Commercial $7,200 z_SUV $0 0

1 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 22 Commercial $29,070 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School Student 39 Commercial $16,360 Pickup $0 0 $3,654 9 Highly Urban/ Urban

0

0 8

No $0 z_No M Masters Professional 25 Commercial $21,770 Van $0 0 $0 21 z_Highly Rural/ Rural

2

3 14

Yes

z_No z_F Masters Lawyer 39 Private $7,200 z_SUV $0 0

15 Highly Urban/ Urban

0

0 11 $14,500 No

Yes z_F Bachelors Home Maker 32 Private $8,650 z_SUV

1

9 Highly Urban/ Urban

0

0

No

Yes M PhD Doctor 27 Private $27,020 Minivan $0 0 $0 Highly Urban/ Urban

0 9/4/42 0 13

No

Yes M Masters 40 Commercial $26,030 Panel Truck $0 0 $0 17 z_Highly Rural/ Rural

0

1 14

No

Yes z_F Masters Home Maker 68 Private

Sports Car

2

14 z_Highly Rural/ Rural

0 9/3/42 0

No

Yes z_F z_High School Student 43 Commercial $19,510 Sports Car $4,630 1 $0 1 Highly Urban/ Urban

264990259 0 9/3/42 1 14 $18,775 No Yes z_F Masters Home Maker 68 Private $3,380 Sports Car $0 0 $0 14 z_Highly Rural/ Rural

0

0 5

No

Yes z_F z_High School Clerical 39 Private $12,820 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0

No

z_No M PhD Lawyer 43 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 8/31/42 0 12

No $0 z_No z_F Masters Lawyer 23 Private $7,680 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1

2 16

No

Yes z_F PhD Doctor 53 Private

Pickup $1,277 3 $4,117 13 Highly Urban/ Urban

0

0 15

No $0 z_No z_F PhD 45 Commercial

Panel Truck

4 $0 14 Highly Urban/ Urban

0 8/27/42 3 12

Yes $0 z_No z_F $40,520

z_SUV $0 0

6 Highly Urban/ Urban

689058670 0

0 14

No

Yes z_F Bachelors Clerical 12 Private $11,530 z_SUV $38,084 1 $0 13 Highly Urban/ Urban

0 8/25/42 0 11 $50,295 No z_No z_F Bachelors z_Blue Collar 47 Commercial $10,650 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Professional 14 Private $17,070 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Home Maker 24 Private $22,470 z_SUV $0 0

1 Highly Urban/ Urban

1

2 0 No $0 Yes z_F z_High School Student 32 Private $7,200 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 8/17/42 1 17

No

Yes M Masters Manager 15 Private $14,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/17/42 0 13 $40,264 No $0 z_No M z_High School z_Blue Collar 57 Commercial $19,260 Van $0 0

6 Highly Urban/ Urban

0

0 13

No

z_No M Masters Professional 42 Commercial $7,910 Minivan $0 0 $0 15 Highly Urban/ Urban

452052599 0 8/10/42 0 13 $196,889 No $484,353 z_No M Masters Professional 42 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0

0 9

No $0 z_No z_F PhD Doctor 25 Private $23,450 Minivan $8,044 3 $6,761 14 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 23 Private $17,200 Van

2 $0 20 Highly Urban/ Urban

57270211 0

0 9

No

Yes M

57270211 0 8/1/42 0 9 $26,222 No $165,896 Yes M $3,009

1 Highly Urban/ Urban

681388843 0 8/1/42 0 11

No z_No M Masters Lawyer 24 Private $5,980 Pickup $0 0 $0 8 Highly Urban/ Urban

0

0 14

No $0 z_No M Masters Lawyer 5 Private $14,350 Minivan $6,739 3 $0 14 Highly Urban/ Urban

897890049 0 7/31/42 0 14 $101,399 No z_No M Masters 5 Commercial $29,080 Panel Truck $0 0 $0 14 Highly Urban/ Urban
521446300 0

0 16

No

Yes z_F

0

0 12

No $0 z_No M z_High School z_Blue Collar 5 Commercial $7,720 Pickup $7,326 1

9 Highly Urban/ Urban

0

0 12

No

z_No M

609570914 0 7/25/42 0 12 No $109,016 z_No M

0

0 12

No

Yes M Masters Manager 70 Commercial $18,210 Van $0 0 $0 10 Highly Urban/ Urban

0

3 19

Yes $0 z_No M Masters 29 Commercial $21,100 Van $0 0 $3,752 17 Highly Urban/ Urban

0 7/19/42 0 13

No $0 z_No M Masters 13 Commercial $18,230 Van

1 $0 Highly Urban/ Urban

632067262 0

2 16

Yes $0 z_No M Masters Manager 35 Commercial $7,000 Pickup $0 0 $0 13 Highly Urban/ Urban

632067262 0 7/18/42 2 16 $71,518 Yes $0 z_No M Masters Manager 5 Private $14,350 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 10

No $0 z_No z_F

976339643 0 7/15/42 0 $33,707 No $0 z_No z_F 413295070 0

0 14

No

Yes M Bachelors Manager 32 Private $8,540 Pickup $0 0 $0 8 Highly Urban/ Urban

2 7/14/42 3 15

No $329,334 Yes z_F Masters Professional 37 Private $11,760 z_SUV

4 $3,968 16 Highly Urban/ Urban

413295070 0 7/14/42 0 14 No $403,628 Yes M Bachelors Manager 5 Commercial

Panel Truck

1 $0 8 Highly Urban/ Urban

0 7/14/42 0 13

No

Yes z_F Bachelors Professional 22 Private $15,440 z_SUV $1,125 1

11 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters Lawyer 22 Private $20,100 Van $0 0 $0 16 Highly Urban/ Urban

0 7/13/42 0 0 $0 No

Yes M Bachelors Home Maker 43 Private $7,200 Pickup $0 0 $0 17 z_Highly Rural/ Rural

0

2 16

No

Yes M Bachelors Professional 33 Commercial $4,850 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 34 Commercial $20,220 Van $0 0 $0 6 z_Highly Rural/ Rural

0

0 15

No

Yes M Bachelors Professional 7 Commercial $27,370 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 7/5/42 0 15

No $0 z_No z_F z_High School Student 45 Commercial $21,720 z_SUV $0 0

1 Highly Urban/ Urban

900417448 0 7/5/42 0 15 $44,108 No $0 z_No z_F z_High School Student 14 Private $18,530 z_SUV

2

1 Highly Urban/ Urban

0

0 14

No

Yes M

0

0 4

No $0 z_No M PhD Lawyer 29 Private $12,950 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

Yes z_F PhD Doctor 39 Private $12,800 Minivan $0 0 $0 18 Highly Urban/ Urban

0 6/26/42 0 13

No $224,623 Yes M Masters 62 Commercial $7,800 Pickup $0 0 $0 11 z_Highly Rural/ Rural

471968658 0

0 15

No

Yes M Masters 36 Commercial $29,650 Panel Truck

1 $0 17 Highly Urban/ Urban

0 6/24/42 1 11 Yes $0 z_No z_F Masters Lawyer 20 Private $15,380 z_SUV $0 0 $0 14 Highly Urban/ Urban

777498837 0

0 12

No

Yes M Masters 31 Commercial $34,720 Panel Truck

3 $0 19 Highly Urban/ Urban

0 6/23/42 0 13

No Yes M PhD 24 Commercial $7,390 Pickup $0 0

16 Highly Urban/ Urban

523486098 0 6/23/42 0 14

No

Yes z_F PhD Doctor 38 Private

Sports Car $0 0 $0 8 Highly Urban/ Urban

0

0 0 $0 No $125,266 Yes z_F PhD Home Maker 5 Commercial $23,490 Pickup $0 0 $0 8 Highly Urban/ Urban

0

2 15

Yes $0 z_No z_F Masters Lawyer 40 Private $18,500 Sports Car $7,014 2

11 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 19 Commercial $22,920 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0

No

Yes M Masters 12 Private $15,440 Minivan $0 0 $0 9 Highly Urban/ Urban

0

0 13

No $0 z_No M Bachelors Manager 37 Commercial $16,640 Van $10,215 2

Highly Urban/ Urban

0

0 10

No

Yes z_F z_High School Clerical 40 Private $17,850 z_SUV

2 $2,551 7 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 29 Private $12,710 Minivan $0 0 $0 14 Highly Urban/ Urban

695212192 0 6/5/42 0 12 $55,119 No $232,678 Yes M Masters Lawyer 29 Private $17,950 Van $0 0 $0 Highly Urban/ Urban

0 6/5/42 0 18

No

Yes z_F Bachelors Manager 38 Private $3,080 z_SUV

2 $0 11 Highly Urban/ Urban

0 6/5/42 0 14

No

Yes M Masters Lawyer 41 Private $15,040 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 11

No

z_No M PhD Manager 52 Commercial $24,370 Panel Truck

2 $34,640 11 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 40 Private $7,200 z_SUV $0 0 $0 13 Highly Urban/ Urban

918239888 0 6/3/42 0 13 $119,975 No $339,052 Yes z_F PhD Doctor 40 Private $7,880 Sports Car $0 0 $0 13 Highly Urban/ Urban
918239888 0 6/3/42 0 13 $119,975 No $339,052 Yes z_F PhD Doctor 40 Private $13,500 z_SUV $0 0 $8,521 13 Highly Urban/ Urban

0

0 8

No

Yes z_F Bachelors Professional 71 Private $11,530 Sports Car

4

9 Highly Urban/ Urban

0

0 14

No

Yes M Masters Professional 31 Private $18,970 Van

3 $0 5 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Bachelors Manager 46 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 13

No

Yes M PhD 5 Commercial $8,540 Pickup

2 $0 18 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors Manager 41 Commercial $32,660 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 10

No $0 z_No z_F PhD 40 Commercial $20,590 Pickup $0 0 $1,645 13 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Professional 35 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0 5/21/42 0 8

No $0 z_No M Masters Lawyer 27 Private $18,100 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0 8

No

Yes z_F Masters Lawyer 18 Private $17,380 z_SUV $0 0 $0 Highly Urban/ Urban

0

1 14

No

Yes M Masters 10 Commercial $11,710 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

2 16 $86,232 No

Yes z_F Masters Manager 8 Private $15,820 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 5/16/42 0 14

No

Yes z_F Bachelors Professional 46 Private $23,050 Minivan $0 0 $4,101 9 Highly Urban/ Urban

61725370 0 5/16/42 0 13

No $0 z_No z_F Bachelors Professional 61 Private $11,550 z_SUV $0 0 $1,479 14 Highly Urban/ Urban

0

0 16 $7,280 No $0 Yes M Bachelors Student 14 Commercial

Minivan

2

9 Highly Urban/ Urban

446435534 0

0 12

No $0 z_No M Bachelors z_Blue Collar 44 Commercial $11,400 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

0 8 No

Yes z_F Bachelors z_Blue Collar 41 Commercial $32,530 Minivan $0 0 $0 9 Highly Urban/ Urban

196544770 0

0

No z_No z_F

930187847 0 5/9/42 0 15

No

Yes z_F Bachelors Home Maker 33 Private $21,110 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

Yes M PhD 29 Commercial $20,040 Van

3

14 Highly Urban/ Urban

0

0 15

No

z_No z_F Masters Lawyer 33 Private

Van

2

16 Highly Urban/ Urban

0

3 $0 No

Yes z_F z_High School Student 32 Private $16,720 z_SUV $0 0

1 Highly Urban/ Urban

0

0 17

No

Yes M Bachelors Professional 25 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

918785477 0 5/3/42 0 5

No

Yes M Bachelors Manager 56 Private $18,280 Van $0 0 $0 7 Highly Urban/ Urban

0

0 12 No $0 z_No z_F z_High School Clerical 19 Private $11,650 z_SUV

1 $680 1 Highly Urban/ Urban

0

0 10

No

z_No M PhD Doctor 33 Private $13,820 Minivan $0 0 $0 20 Highly Urban/ Urban

539557931 0 4/28/42 0 5

No

Yes z_F

0

0 11 $73,903 No

z_No M Masters Professional 44 Commercial $28,760 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School z_Blue Collar 59 Private $24,620 Pickup $0 0 $0 8 Highly Urban/ Urban

884881408 0

1 15

No

Yes M Bachelors z_Blue Collar 25 Commercial $17,120 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School Clerical 66 Private $7,200 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 8

No

Yes z_F z_High School z_Blue Collar 30 Commercial $19,820 z_SUV $0 0

7 Highly Urban/ Urban

359736972 0 4/18/42 0 8 $81,767 No $308,350 Yes z_F z_High School z_Blue Collar 30 Commercial $15,570 z_SUV

2 $3,007 7 Highly Urban/ Urban

0

0 9

No

Yes z_F Masters Lawyer 24 Private $17,960 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 11

No

Yes M

0 4/14/42 0 14

No

Yes z_F Masters Lawyer 59 Private $10,060 z_SUV $4,478 3 $5,061 Highly Urban/ Urban

0

1 8

No

Yes M PhD 28 Commercial $18,510 Van $0 0 $0 15 Highly Urban/ Urban

0

0 13

No

Yes M Masters Lawyer 37 Private $10,770 Minivan

2 $0 19 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters 7 Commercial $28,280 Panel Truck $3,542 1 $10,900 17 Highly Urban/ Urban

0

0

No Yes z_F PhD Doctor 32 Private $7,650 z_SUV $0 0 $0 8 Highly Urban/ Urban

134738919 0 3/30/42 0 $104,257 No Yes z_F PhD Doctor 32 Private $7,200 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 51 Private

Minivan $0 0 $0 20 z_Highly Rural/ Rural

1

1 13

No

Yes z_F Bachelors Professional 41 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes M PhD 53 Commercial

Panel Truck

1 $0 21 Highly Urban/ Urban

0

2 10

No

Yes M z_High School Clerical 26 Commercial $10,780 Pickup

4 $2,575 10 Highly Urban/ Urban

0

0 12 $68,350 No

Yes M Bachelors z_Blue Collar 15 Commercial $18,700 Van

1 $0 11 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Manager 21 Private $20,920 Minivan $0 0 $0 11 Highly Urban/ Urban

272931844 0 3/19/42 0 15 $98,323 No $334,600 Yes z_F Bachelors Manager 21 Private $11,330 z_SUV $0 0 $0 11 Highly Urban/ Urban
302727809 1 3/19/42 2 16

Yes

z_No M PhD 60 Commercial $37,130 Panel Truck $7,160 4

12 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Professional 16 Commercial $6,470 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0 3/18/42 0 16

No

Yes M Bachelors Professional 41 Commercial $21,740 Van $0 0 $3,226 Highly Urban/ Urban

144269185 0 3/18/42 0 14

No

Yes M z_High School Clerical 35 Commercial $7,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No z_F

0

0 15

No

Yes M Bachelors Professional 27 Private $14,720 Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 31 Private $19,000 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 7

No

Yes M z_High School z_Blue Collar 5 Commercial $18,970 Van $0 0 $0 5 Highly Urban/ Urban

0

0 14 No Yes z_F Bachelors Professional 38 Private $27,120 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

0 6

No

Yes z_F z_High School z_Blue Collar 42 Commercial $15,760 Sports Car

3 $0 8 Highly Urban/ Urban

825815417 0

0 11

No $0 z_No z_F Masters Lawyer 23 Private

Van $0 0 $0 12 Highly Urban/ Urban

0

0 10

No

Yes M PhD 40 Commercial $34,050 Panel Truck $6,581 2 $0 10 Highly Urban/ Urban

834666908 0

0 12

No

Yes z_F

0

2 13

Yes $0 z_No M PhD Doctor 23 Private $21,900 Van $0 0 $0 20 Highly Urban/ Urban

0 2/18/42 0 11

No $0 z_No M PhD 26 Commercial $26,900 Panel Truck

2 $5,951 13 Highly Urban/ Urban

0

0 16

No

Yes M Bachelors Professional 33 Private $14,250 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 9

No

Yes z_F z_High School Professional 30 Private $15,050 z_SUV $6,713 3

1 z_Highly Rural/ Rural

616164342 0

0 12

No

Yes z_F Masters 36 Commercial $25,410 Pickup

4 $0 10 Highly Urban/ Urban

0

0 12

No

z_No M Bachelors Professional 57 Commercial $23,640 Panel Truck

2 $0 7 Highly Urban/ Urban

0

0 9

No z_No M Bachelors Student 35 Private $33,220 Minivan $4,678 3 $5,084 8 Highly Urban/ Urban

0 2/10/42 0 14

No

Yes z_F Bachelors Manager 45 Private $27,640 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 2/10/42 0 14

No

z_No z_F PhD Lawyer 37 Private $11,210 Sports Car

1 $0 15 Highly Urban/ Urban

1 2/9/42 2 15

No Yes z_F Masters Lawyer 57 Private $15,110 Sports Car

3

12 Highly Urban/ Urban

0 2/2/42 2 16 $6,018 Yes $0 z_No z_F

0

0 12 No

Yes M Bachelors Professional 34 Private $7,200 Pickup $0 0 $0 13 Highly Urban/ Urban

0

4 19

No

Yes z_F z_High School z_Blue Collar 43 Commercial $22,780 Pickup

1 $0 1 Highly Urban/ Urban

0 1/26/42 0 10

No

Yes z_F PhD Lawyer 24 Private $14,580 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 1/26/42 0 12

No $0 z_No M Bachelors Manager 16 Commercial $30,390 Panel Truck $0 0

10 Highly Urban/ Urban

0

0 14

No

Yes z_F z_High School z_Blue Collar 17 Commercial $28,350 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

2 14

No $0 Yes z_F z_High School Student 79 Commercial $1,500 z_SUV

3 $0 1 z_Highly Rural/ Rural

0 1/11/42 2 0 $0 Yes $0 z_No z_F Bachelors Home Maker 38 Private $7,200 z_SUV $0 0

8 Highly Urban/ Urban

0 1/10/42 0 15

No

Yes M Bachelors Clerical 57 Private $11,940 Pickup $4,792 1

11 Highly Urban/ Urban

0 1/10/42 0 14

No

Yes z_F z_High School Clerical 29 Private $7,200 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F PhD Home Maker 49 Private $13,740 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 12

No

z_No z_F Masters Lawyer 16 Private $28,000 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Clerical 38 Commercial $4,980 Pickup

2

9 Highly Urban/ Urban

0

0 12

No

Yes M PhD 35 Commercial $18,930 Van $11,320 3 $0 1 Highly Urban/ Urban

0

0 12

No $0 z_No z_F Bachelors Professional 31 Private $11,580 z_SUV $6,712 1 $4,373 12 Highly Urban/ Urban

0

0 14 $89,448 No

Yes z_F PhD Manager 20 Private $18,020 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 0 No $0 Yes M $42,944

1 $6,255 1 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD Doctor 55 Private $13,340 Minivan

1 $0 10 Highly Urban/ Urban

0

2 17 $76,123 No

Yes z_F z_High School z_Blue Collar 28 Commercial $14,810 z_SUV $0 0 $2,870 8 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 8 Private

z_SUV

3 $0 15 Highly Urban/ Urban

0 12/18/41 0 11

No $0 z_No M Masters Lawyer 44 Private $19,410 Minivan $0 0 $0 16 Highly Urban/ Urban

0

0 15

No

Yes M PhD 67 Commercial $37,960 Panel Truck

3 $0 11 Highly Urban/ Urban

0 12/16/41 1 9

No Yes M Bachelors Manager 29 Commercial $21,770 Van $1,324 1 $0 8 Highly Urban/ Urban

0

0 11

No

z_No z_F Bachelors Home Maker 6 Private $10,170 z_SUV

3

13 Highly Urban/ Urban

0

0 14

No

Yes M Masters Manager 28 Commercial $23,780 Panel Truck

1 $0 15 Highly Urban/ Urban

0

2 15

No

Yes z_F z_High School Home Maker 43 Private $26,140 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

3 15

No

Yes z_F Bachelors Manager 17 Private $18,170 z_SUV $0 0 $0 12 Highly Urban/ Urban

1

1 14

No

Yes M z_High School Professional 23 Commercial $7,200 Pickup $5,040 2 $4,389 5 Highly Urban/ Urban

0

0 14 $8,212 No $0 Yes M $1,146

Highly Urban/ Urban

1

2 0 $0 No $0 Yes M z_High School Student 29 Private $9,240 Pickup

2

1 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors Manager 30 Commercial

Panel Truck $3,886 2 $0 8 Highly Urban/ Urban

0

0

No

Yes M Bachelors Professional 39 Commercial $30,050 Panel Truck $0 0 $0 4 z_Highly Rural/ Rural

0

0 16

No

Yes M PhD Doctor 20 Private $18,170 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 13

No $0 z_No M Masters 47 Commercial

Panel Truck

2

18 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 27 Private

Van

1 $0 21 Highly Urban/ Urban

0

0 14

No

Yes M PhD 33 Commercial $24,430 Panel Truck

2 $0 14 Highly Urban/ Urban

2

3 10

No

Yes z_F Masters Lawyer 45 Private $14,680 z_SUV $8,386 2

18 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 34 Private $20,710 Van

2

18 Highly Urban/ Urban

0

0 13

No

z_No M z_High School z_Blue Collar 19 Commercial $9,390 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 14 $2,724 No $0 z_No z_F $20,511

1

1 Highly Urban/ Urban

2

2

No

Yes z_F Masters Manager 58 Private $10,420 z_SUV $4,528 5 $8,712 22 Highly Urban/ Urban

87950036 0

0 12

No

Yes z_F PhD Manager 17 Private $18,810 z_SUV $1,774 1 $0 14 Highly Urban/ Urban

0

0 15 $98,573 No $0 z_No M Bachelors z_Blue Collar 22 Commercial $19,200 Minivan

1 $0 6 Highly Urban/ Urban

0

0 10

No

z_No M Masters Lawyer 22 Private $16,860 Van

2 $0 13 Highly Urban/ Urban

987311024 0 10/7/41 0 14

No

Yes z_F Masters 50 Commercial $25,070 Pickup $0 0 $0 16 Highly Urban/ Urban

987311024 0 10/7/41 0 14 $41,712 No Yes z_F Masters 5 Private $16,810 Minivan

3

16 Highly Urban/ Urban

0

0 13 $41,696 No

Yes M z_High School Professional 36 Private $19,480 Minivan $0 0 $0 1 Highly Urban/ Urban

2 9/30/41 3 15

No

Yes z_F z_High School Clerical 43 Private $8,260 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F PhD Doctor 12 Private $19,200 Minivan $0 0 $0 14 Highly Urban/ Urban

1 9/29/41 2 15

Yes $0 z_No M Masters 19 Commercial $31,540 Panel Truck $0 0

1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 74 Private $7,500 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

0 9

No

Yes M z_High School Clerical 52 Private $20,410 Minivan $0 0 $3,776 8 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD Doctor 5 Private $1,500 Minivan $0 0 $0 18 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Professional 38 Commercial

Panel Truck

1 $0 4 Highly Urban/ Urban

862472750 0 9/13/41 0 15

No

Yes M Bachelors Professional 31 Commercial $31,570 Panel Truck $0 0

1 z_Highly Rural/ Rural

0

0 14

No z_No z_F z_High School Manager 23 Private $14,000 Sports Car $0 0 $3,998 1 Highly Urban/ Urban

0

0 11

No

Yes z_F $6,590

z_SUV $0 0

7 Highly Urban/ Urban

853742774 0

0 19

No

Yes M z_High School z_Blue Collar 57 Commercial $25,530 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No $0 z_No M $40,152

1 Highly Urban/ Urban

2

3 18 $9,750 No $0 Yes M $3,741

2

1 Highly Urban/ Urban

0

0 14

No $192,089 Yes M $6,101

6 Highly Urban/ Urban

931111115 0

0 9

No

Yes z_F z_High School z_Blue Collar 30 Commercial $13,040 z_SUV

1 $0 5 z_Highly Rural/ Rural

0

0 16 $6,657 No $0 Yes M $37,285

3

7 Highly Urban/ Urban

0

0 $0 No $0 Yes M z_High School Student 9 Private $7,300 Minivan $0 0 $4,383 8 Highly Urban/ Urban

2

2 16

No

Yes z_F $6,425

1 Highly Urban/ Urban

0

0 13

No

z_No z_F Masters Lawyer 49 Private

Sports Car $0 0 $6,418 17 z_Highly Rural/ Rural

0 8/8/41 0 14

No

Yes z_F z_High School Home Maker 39 Private $18,110 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

1 16

No

Yes z_F Masters Manager 27 Private

Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 29 Commercial $7,300 Pickup $3,485 3 $0 1 z_Highly Rural/ Rural

73710290 0 8/3/41 0 13

No

Yes M Masters 30 Commercial $22,620 Panel Truck

3

12 Highly Urban/ Urban

73710290 0 8/3/41 0 13 $84,376 No $279,277 Yes M Masters 23 Private $12,340 Minivan $0 0 $0 12 Highly Urban/ Urban

0

1 8

No

Yes z_F Masters Manager 21 Private $24,240 Pickup $0 0 $0 17 Highly Urban/ Urban

0

4 16

Yes z_No z_F Masters Lawyer 37 Private $20,790 Minivan $0 0

18 Highly Urban/ Urban

338776264 1 7/24/41 2 17

No Yes z_F Bachelors Professional 32 Private $34,790 z_SUV $4,805 2 $0 z_Highly Rural/ Rural

338776264 1 7/24/41 2 17 $100,886 No Yes z_F Bachelors Professional 29 Private $18,740 z_SUV $5,108 1 $1,020 z_Highly Rural/ Rural

0

0 14

No

Yes z_F Masters Professional 31 Private $26,780 Minivan $0 0 $0 12 Highly Urban/ Urban

723052733 0

0 13

No

Yes z_F Bachelors Professional 20 Commercial

Van $3,589 1 $4,743 10 Highly Urban/ Urban

0

0 12 $95,447 No

z_No M Bachelors Professional 9 Private $12,460 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 12

No Yes z_F PhD Doctor 28 Private $26,840 Pickup $0 0 $0 7 Highly Urban/ Urban

0

0 15

No

Yes M Bachelors z_Blue Collar 23 Commercial $22,990 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

0 8

No $0 z_No M Bachelors Student 38 Commercial $7,730 Pickup

2 $4,906 13 Highly Urban/ Urban

305897392 0 7/7/41 0 13

No

z_No z_F PhD Doctor 35 Private $11,440 z_SUV $0 0 $0 14 Highly Urban/ Urban

459075283 0

0 12

No

Yes z_F Masters 45 Commercial $23,730 Pickup $0 0 $0 16 Highly Urban/ Urban

0

0

No Yes z_F z_High School z_Blue Collar 52 Commercial $9,960 z_SUV $1,444 1 $5,524 10 Highly Urban/ Urban

0

0 12

No

Yes M $4,984

7 Highly Urban/ Urban

0 6/25/41 0 13

No

Yes M Bachelors z_Blue Collar 41 Commercial $15,520 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 8 $38,462 No Yes M Bachelors z_Blue Collar 56 Commercial $11,150 Minivan

3 $0 5 Highly Urban/ Urban

289235850 0

0 13

No

Yes z_F PhD Home Maker 43 Commercial

Panel Truck

1 $0 18 Highly Urban/ Urban

0

0 11 $67,608 No

Yes M Bachelors Professional 40 Private $23,140 Minivan $0 0 $0 12 Highly Urban/ Urban

0

0 11

No

z_No M PhD Doctor 41 Private $13,880 Minivan

2 $0 11 Highly Urban/ Urban

0

0

No Yes M

0

0 15

No

Yes z_F

0

0 $43,680 No

Yes M z_High School Manager 24 Commercial

Minivan

2 $0 4 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Masters Home Maker 48 Private $20,710 Sports Car

2 $5,760 1 Highly Urban/ Urban

0 6/4/41 0 8

No

Yes M Bachelors Professional 37 Commercial $23,260 Panel Truck $0 0 $1,322 1 Highly Urban/ Urban

0

0 14

No $0 z_No M z_High School Clerical 29 Commercial $30,410 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

324245158 0 6/2/41 0

No

Yes z_F z_High School Clerical 17 Private $7,960 z_SUV $4,351 3 $0 1 Highly Urban/ Urban

324245158 0 6/2/41 0 $38,435 No $156,981 Yes z_F z_High School Clerical 21 Commercial $27,360 Pickup $2,357 1 $0 1 Highly Urban/ Urban

0

0

No Yes M Masters Lawyer 33 Private $1,500 Minivan

2

16 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School z_Blue Collar 17 Commercial $7,300 Sports Car

2 $0 1 z_Highly Rural/ Rural

147215888 0

0 10

No $0 z_No z_F Masters 35 Commercial $37,320 Pickup $0 0 $0 13 Highly Urban/ Urban

0

0 15 $58,139 No

Yes z_F Masters Lawyer 48 Private $30,260 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 48 Private $17,160 Minivan $3,393 1 $0 12 Highly Urban/ Urban

0

0 10

No

Yes z_F PhD Doctor 24 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

1

1 14

No

Yes z_F Bachelors Manager 37 Private $16,060 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 13

No

z_No z_F Masters Professional 25 Private $26,880 Minivan $0 0 $0 15 Highly Urban/ Urban

0 4/21/41 0 14

No

Yes M PhD 32 Commercial

Panel Truck $0 0 $0 1 Highly Urban/ Urban

292877455 0

0 15 $43,393 No

Yes z_F z_High School z_Blue Collar 45 Commercial $28,690 Pickup $11,068 3 $6,528 Highly Urban/ Urban

0

0 11

No

z_No M Bachelors z_Blue Collar 15 Commercial $16,730 Van

3 $2,318 15 Highly Urban/ Urban

706593960 0 4/12/41 0 11 $70,745 No $237,422 z_No M Bachelors z_Blue Collar 15 Commercial $21,170 Van $0 0

15 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Manager 44 Commercial $20,930 Van $2,723 3 $0 8 Highly Urban/ Urban

0

4 16

No

Yes M z_High School Clerical 34 Private $18,860 Van $0 0 $0 12 Highly Urban/ Urban

883538003 0

0 15

No

Yes M PhD 28 Commercial $22,260 Van $0 0 $0 15 Highly Urban/ Urban

0

2 0 $0 No $0 Yes z_F z_High School Student 40 Commercial $1,500 z_SUV $3,564 2 $5,089 10 Highly Urban/ Urban

0

0 8

No $280,067 z_No M Bachelors z_Blue Collar 5 Commercial $7,300 Pickup $3,075 4 $4,373 1 Highly Urban/ Urban

0

0 6

No

z_No z_F PhD Doctor 25 Private $7,000 z_SUV

4

17 Highly Urban/ Urban

0

0

No

Yes M PhD Manager 46 Commercial $30,220 Panel Truck

1 $0 3 Highly Urban/ Urban

0

0 10

No

Yes z_F PhD 13 Commercial $38,240 Van $0 0 $3,452 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors Professional 21 Commercial $23,510 Panel Truck $9,937 1 $0 1 Highly Urban/ Urban

0

0 15 $102,092 No

Yes z_F Masters Lawyer 16 Private $17,510 Minivan $0 0 $0 13 Highly Urban/ Urban

0 3/1/41 1 17

No

Yes z_F Masters Manager 8 Private $29,850 Pickup $0 0 $0 9 Highly Urban/ Urban

738568522 0 3/1/41 0 13

No

Yes M $26,749

1 $0 1 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Manager 51 Commercial $23,530 Panel Truck $1,524 2 $0 19 Highly Urban/ Urban

0 2/28/41 0 13 No $0 z_No M Bachelors Professional 20 Commercial $27,140 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 2/24/41 0 14

No

Yes z_F PhD Doctor 34 Private $28,690 Minivan $0 0 $0 17 Highly Urban/ Urban

0 2/23/41 0 12

No

Yes M Bachelors Professional 37 Private $14,630 Minivan $0 0 $0 1 Highly Urban/ Urban

910313436 0 2/23/41 0 12 $73,283 No $251,025 Yes M Bachelors Professional 37 Commercial $24,130 Panel Truck $3,862 3

1 Highly Urban/ Urban

0 2/18/41 2 17

No

Yes M Bachelors Professional 16 Private $13,080 Minivan $0 0 $0 5 Highly Urban/ Urban

0 2/16/41 0 12

No

Yes M $43,052

2 $4,610 5 z_Highly Rural/ Rural

0

0

No

Yes M z_High School z_Blue Collar 48 Private $13,470 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/11/41 2 12

No

Yes M Masters Lawyer 54 Private $18,990 Van $0 0 $0 20 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 88 Private $22,420 Van $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

z_No z_F z_High School Clerical 12 Private $12,000 z_SUV $6,060 1 $0 1 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $8,650 z_SUV $5,240 4 $0 12 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Clerical 58 Commercial $11,130 Pickup

4 $2,658 1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 32 Private $17,440 Van $0 0 $1,261 12 Highly Urban/ Urban

964484305 0 2/1/41 0 12

No

Yes M Bachelors Professional 30 Private $20,490 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 1/22/41 0 6

No $0 z_No M Bachelors Manager 22 Commercial $28,740 Panel Truck $0 0

12 Highly Urban/ Urban

0 1/22/41 0 13

No

Yes M Masters 32 Commercial $7,300 Pickup

1 $0 21 Highly Urban/ Urban

0

0 12

No

Yes M Masters Manager 5 Private $10,670 Pickup $0 0 $0 11 Highly Urban/ Urban

0 1/20/41 0 11

No $0 z_No M Masters Lawyer 23 Private $10,620 Pickup $0 0 $0 Highly Urban/ Urban

1

2 16

No

Yes z_F Bachelors Professional 29 Private $18,100 z_SUV $4,646 2

10 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 33 Private $22,040 Minivan $8,510 3 $0 13 Highly Urban/ Urban

0 1/17/41 1 0 $0 Yes $0 z_No M z_High School Student 51 Private $13,140 Minivan

4 $3,172 1 Highly Urban/ Urban

0

0

No

Yes z_F Bachelors Manager 43 Private $8,730 z_SUV

1 $0 10 Highly Urban/ Urban

0

0 6

No $0 z_No M $34,123

2 $8,116 7 Highly Urban/ Urban

0 1/9/41 0 13

No

Yes z_F Bachelors Professional 33 Private $20,520 z_SUV

2 $6,001 12 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Bachelors Manager 52 Private $10,350 z_SUV $2,737 2 $1,036 10 Highly Urban/ Urban

0

0 8

No

Yes M Bachelors Professional 34 Commercial

Panel Truck $6,138 1 $0 8 Highly Urban/ Urban

0 1/7/41 0 14 $113,195 No

z_No M Masters 21 Commercial $18,620 Van $4,020 2 $4,274 12 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 49 Private $3,230 z_SUV $0 0 $3,295 9 Highly Urban/ Urban

0

0 14

No

z_No M Bachelors z_Blue Collar 17 Commercial $17,480 Van $0 0

1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters 35 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 47 Private $10,520 Pickup

1

13 Highly Urban/ Urban

230948853 0 12/25/40 0 12 $69,282 No $295,989 Yes M Bachelors Professional 47 Private $25,230 Minivan $0 0 $0 13 Highly Urban/ Urban
619748463 0

0 $1,102 No $0 Yes M $13,875

1 Highly Urban/ Urban

0

0 11

No $0 z_No M Masters Lawyer 39 Private $1,500 Minivan $0 0 $0 17 Highly Urban/ Urban

1

1 15 No

Yes z_F PhD Home Maker 32 Commercial $26,790 Pickup $0 0 $0 18 z_Highly Rural/ Rural

0

0

No

Yes M Masters 26 Commercial $11,050 Pickup

3 $0 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 9 Commercial $7,300 z_SUV $0 0

1 Highly Urban/ Urban

0

0 12

No

Yes M

1

1 11

No $225,043 Yes M PhD 21 Commercial $28,600 Panel Truck $4,007 1 $0 17 Highly Urban/ Urban

0

0 16 No

Yes z_F PhD Doctor 55 Private $19,750 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

2 12

No

Yes M Bachelors Professional 22 Private $10,320 Pickup $4,716 1 $2,891 12 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Manager 43 Private $7,300 Pickup $9,090 2 $0 12 Highly Urban/ Urban

1

2 14

Yes $0 z_No M z_High School z_Blue Collar 34 Commercial $19,790 Van $0 0

10 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 31 Private $16,140 Minivan $0 0 $0 Highly Urban/ Urban

0

0

No $0 z_No z_F z_High School Student 30 Private $8,050 z_SUV

3

1 Highly Urban/ Urban

0

0 12

No z_No z_F PhD Doctor 40 Private $14,870 z_SUV $0 0

14 Highly Urban/ Urban

214040951 1

2 17

No $0 Yes M $5,086

2 $3,231 5 Highly Urban/ Urban

1

1 12

Yes $0 z_No z_F Masters Manager 26 Commercial $24,130 Pickup $0 0 $2,738 16 Highly Urban/ Urban

0 11/17/40 0 14

No $0 z_No z_F Bachelors Home Maker 52 Private $17,850 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

0 14 No

Yes M PhD Manager 35 Commercial $16,400 Van $0 0 $0 14 Highly Urban/ Urban

349489914 0 11/15/40 0 14 No $268,617 Yes M PhD Manager 35 Commercial $18,560 Van $0 0 $0 14 Highly Urban/ Urban

0

0 13 $83,937 No

Yes M Bachelors z_Blue Collar 52 Commercial $28,250 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes z_F z_High School z_Blue Collar 22 Commercial $30,660 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

11000229 0 11/10/40 0 15 $43,118 No $173,745 Yes z_F z_High School z_Blue Collar 22 Commercial $25,060 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

2 15

No

Yes z_F Masters Lawyer 46 Private $13,580 z_SUV $31,858 3 $0 17 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors Manager 47 Private $12,340 Minivan $0 0 $0 8 Highly Urban/ Urban

0 10/30/40 0 12

No

Yes M Bachelors z_Blue Collar 26 Commercial $26,630 Panel Truck

2 $5,601 12 z_Highly Rural/ Rural

150742638 0

0 6 No

Yes z_F PhD Manager 26 Commercial $22,680 Pickup $0 0 $0 8 Highly Urban/ Urban

0

0

No $0 z_No z_F Masters Lawyer 62 Private $14,110 z_SUV $0 0 $0 4 Highly Urban/ Urban

0

0 13 $61,159 No

Yes M Masters 37 Commercial $19,210 Van $45,254 2

13 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 49 Commercial $22,280 Pickup $0 0 $0 13 Highly Urban/ Urban

2

2 16

No

Yes z_F Masters Manager 32 Commercial $21,880 Pickup $6,120 2

18 Highly Urban/ Urban

0 10/14/40 0 11

No $0 z_No M z_High School z_Blue Collar 43 Commercial $15,080 Minivan

1

6 Highly Urban/ Urban

0 10/14/40 3 17

No $0 Yes z_F Bachelors Student 40 Private $11,900 Minivan $6,606 1 $0 12 Highly Urban/ Urban

0

1 11

Yes $0 z_No M Bachelors Professional 35 Private $17,890 Van $0 0

7 Highly Urban/ Urban

452060057 0 10/13/40 0 13 $41,301 No $0 z_No M z_High School z_Blue Collar 10 Commercial $11,140 Pickup $0 0 $0 7 Highly Urban/ Urban

1

2 14

No

Yes M z_High School Clerical 41 Private $15,010 Minivan

3 $0 1 Highly Urban/ Urban

0

0 10

No $0 z_No M $4,535

1 $0 7 z_Highly Rural/ Rural

4

4 18

No

Yes z_F z_High School z_Blue Collar 87 Commercial $16,620 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/26/40 1 16 No

Yes M Bachelors Manager 11 Private $7,950 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 13

No

z_No z_F z_High School z_Blue Collar 42 Commercial $16,210 Pickup $4,733 3

1 Highly Urban/ Urban

0

0 7

No

z_No M Masters Lawyer 64 Private $22,440 Minivan $0 0 $0 17 Highly Urban/ Urban

0

0 12

No z_No z_F Bachelors z_Blue Collar 40 Commercial $22,930 Pickup

3

4 Highly Urban/ Urban

0

0 15

No

Yes z_F PhD Doctor 36 Private $27,960 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

0 17 No

Yes M

892542306 0

0 $1,249 No

Yes z_F Bachelors Home Maker 11 Private $7,520 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 8/16/40 0

No $96,941 Yes z_F z_High School Home Maker 32 Private $7,620 z_SUV $2,490 2 $0 8 Highly Urban/ Urban

892542306 0 8/16/40 0 $1,249 No $116,783 Yes z_F Bachelors Home Maker 28 Private $1,500 Sports Car $0 0 $3,180 1 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Professional 26 Commercial

Panel Truck $0 0 $6,290 20 Highly Urban/ Urban

0

0 12

No

Yes M Masters Manager 29 Private $22,490 Van $0 0 $0 22 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 40 Commercial

Panel Truck $4,765 3 $5,363 10 Highly Urban/ Urban

0

0 9

No

Yes z_F PhD Home Maker 39 Private $15,910 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0

0 10 No $0 Yes z_F z_High School Student 34 Commercial $11,600 Minivan $0 0

1 Highly Urban/ Urban

0

2 0 No

Yes M Bachelors Student 45 Commercial $7,400 Pickup $3,903 4 $1,098 11 Highly Urban/ Urban

0

2 16

No

Yes z_F z_High School Clerical 30 Private $10,920 z_SUV $0 0 $0 3 z_Highly Rural/ Rural

0

0 9

No

z_No M Bachelors Professional 60 Private $24,700 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

0 12

No $0 z_No M Bachelors Clerical 33 Private $12,420 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

0 11

No

Yes z_F Bachelors z_Blue Collar 27 Commercial $1,500 Sports Car

2 $0 6 Highly Urban/ Urban

374448919 0 7/7/40 0 11 $131,919 No $328,571 Yes z_F Bachelors z_Blue Collar 27 Commercial $19,580 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

0 10

No

Yes z_F Bachelors Home Maker 38 Private $11,550 Sports Car $4,780 1 $0 10 Highly Urban/ Urban

1

2 14

No

Yes z_F Masters Home Maker 49 Private $3,950 z_SUV $0 0

9 z_Highly Rural/ Rural

0

0 9

No Yes z_F Masters Manager 14 Private $20,630 z_SUV $4,562 1 $4,970 12 Highly Urban/ Urban

259580283 0

0 11

No

Yes M Bachelors Professional 10 Private $13,490 Minivan

3 $0 11 Highly Urban/ Urban

0

1 15

No

Yes z_F Masters Lawyer 17 Private $19,660 z_SUV $4,256 3 $0 14 Highly Urban/ Urban

445883468 0

0 14

No $0 z_No M

0

0 14

No

Yes z_F

0

0 9

No

Yes z_F z_High School z_Blue Collar 19 Commercial $12,540 z_SUV $0 0 $3,398 1 Highly Urban/ Urban

0

0 7

No

Yes M Bachelors Manager 21 Private $7,400 Pickup $0 0 $0 11 Highly Urban/ Urban

724661801 0

0 0 $0 No

Yes z_F PhD Doctor 17 Private $9,940 z_SUV $0 0 $0 9 Highly Urban/ Urban

196544770 0

0 14

No $0 z_No z_F z_High School z_Blue Collar 37 Commercial $14,520 Minivan $0 0

6 Highly Urban/ Urban

0

2 14 $15,210 No

Yes z_F z_High School Student 50 Private $11,650 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes z_F z_High School Professional 58 Private $15,620 z_SUV

2 $0 1 Highly Urban/ Urban

0

0 11

No

Yes z_F Bachelors Home Maker 13 Commercial $21,190 Pickup $0 0 $0 10 z_Highly Rural/ Rural

1

1 17

No

Yes z_F Bachelors Professional 34 Private $14,050 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

0 14

No

z_No M Bachelors Professional 13 Private $17,210 Van $0 0 $0 6 Highly Urban/ Urban

0

0 12

No $0 z_No M z_High School Manager 45 Private $15,420 Minivan

2 $4,111 1 Highly Urban/ Urban

0

0 9

No Yes M z_High School z_Blue Collar 73 Commercial $19,960 Van $3,960 4 $571 9 Highly Urban/ Urban

0

0 11

No $0 z_No z_F z_High School Home Maker 61 Private $8,840 z_SUV $2,479 3 $5,109 5 Highly Urban/ Urban

0 4/17/40 0 14

No

Yes z_F Bachelors Professional 22 Private $18,550 z_SUV $0 0 $0 4 Highly Urban/ Urban

0 4/17/40 0 17

No

Yes M PhD 19 Commercial

Panel Truck

2 $3,231 12 Highly Urban/ Urban

0

0 14 $78,271 No

Yes M Bachelors Professional 11 Commercial $17,560 Van $0 0 $2,463 11 Highly Urban/ Urban

0

0 10 No

Yes M Masters 38 Commercial $23,100 Panel Truck

3 $0 15 Highly Urban/ Urban

0

0 11

No

Yes M PhD Manager 35 Private $21,730 Van $0 0 $0 13 Highly Urban/ Urban

0

0 14

No $0 z_No z_F z_High School z_Blue Collar 31 Commercial $12,570 z_SUV

1

9 Highly Urban/ Urban

909479253 0

0 7

No

z_No z_F PhD Doctor 25 Private $9,300 z_SUV $7,670 2 $0 11 Highly Urban/ Urban

909479253 0 3/24/40 0 7 $150,956 No $386,522 z_No z_F PhD Doctor 9 Private $22,500 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 12 $5,005 No

z_No z_F z_High School Student 30 Private $7,500 z_SUV $0 0 $0 Highly Urban/ Urban

0

0 13

No

z_No M PhD Manager 30 Commercial $28,560 Panel Truck $785 2 $0 14 Highly Urban/ Urban

0

2 18

No

Yes M Masters 5 Commercial $40,580 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

0 9

No

Yes z_F Bachelors Home Maker 6 Private $29,230 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 2/29/40 0 15

No $0 z_No z_F PhD Doctor 32 Private $20,540 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 2/25/40 0 15

No

Yes M z_High School Clerical 11 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No $0 z_No z_F Bachelors z_Blue Collar 42 Commercial $12,150 Pickup $0 0

10 Highly Urban/ Urban

0

0 13

No

z_No M PhD Doctor 26 Private $21,190 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 12

No

z_No M Masters Manager 10 Commercial $7,400 Pickup $0 0 $0 9 Highly Urban/ Urban

0 2/7/40 0 11

No

Yes z_F Bachelors Professional 21 Private $13,820 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/3/40 0 17

No

Yes z_F PhD Doctor 53 Private $15,960 z_SUV $0 0

14 Highly Urban/ Urban

36109311 0 2/3/40 0 17 $85,596 No $276,908 Yes z_F PhD Doctor 53 Private $24,580 Pickup

1 $2,883 14 Highly Urban/ Urban

0

0 14

No $0 z_No z_F PhD Doctor 37 Private $33,880 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 12

No

z_No M z_High School Clerical 24 Private $13,640 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/28/40 2 8

No

Yes M Masters Lawyer 39 Private $25,350 Minivan $0 0 $0 Highly Urban/ Urban

978376735 0

0 15

No

Yes M Masters Professional 35 Commercial $30,390 Panel Truck

3 $4,995 12 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Clerical 23 Private $10,920 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

0 8

No

Yes z_F Masters Lawyer 59 Private $16,430 z_SUV

3 $0 19 Highly Urban/ Urban

410548344 0

0 13 $111,559 No

Yes z_F Masters 30 Commercial $29,020 Pickup $1,348 3

Highly Urban/ Urban

0 1/6/40 0 13 No

z_No M $734

1 $0 4 Highly Urban/ Urban

0 1/6/40 0 13

No

Yes z_F z_High School z_Blue Collar 24 Commercial $8,390 z_SUV

3 $6,639 9 Highly Urban/ Urban

0 1/4/40 0 0 $0 No $0 z_No M Bachelors Home Maker 42 Commercial

Panel Truck $1,511 1 $0 9 Highly Urban/ Urban

0

0 5

No z_No M Masters Lawyer 10 Private $31,930 Minivan $0 0 $0 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F z_High School Student 13 Commercial $7,400 Sports Car $5,259 1 $5,850 8 Highly Urban/ Urban

0

0 11

No $0 z_No M Bachelors Professional 13 Private $9,980 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

0 9

No Yes M PhD Manager 5 Private $17,780 Van $0 0 $0 17 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors Professional 10 Commercial $40,760 Panel Truck

2 $0 13 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 52 Private $11,480 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 14 $28,100 No

Yes z_F z_High School Clerical 71 Private $7,400 z_SUV $2,319 2 $0 10 z_Highly Rural/ Rural

0

0

No

Yes z_F Bachelors z_Blue Collar 18 Commercial $15,750 Minivan

1 $2,928 1 Highly Urban/ Urban

0

0 11

No

Yes M Bachelors Professional 42 Private $19,610 Van $0 0 $0 z_Highly Rural/ Rural

324561319 0 12/7/39 0 10

No $0 z_No z_F PhD Home Maker 29 Private

Pickup $0 0 $0 20 z_Highly Rural/ Rural

175173493 0

0 14

No

Yes z_F Bachelors Professional 44 Private $16,360 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0

0 11

No

Yes M Masters 35 Commercial $31,540 Panel Truck $0 0 $0 Highly Urban/ Urban

0

3 18

No

Yes M Bachelors z_Blue Collar 34 Commercial $14,350 Minivan $0 0 $0 12 z_Highly Rural/ Rural

2

2 15

No

Yes M Masters Manager 41 Commercial $26,910 Panel Truck $0 0 $4,276 16 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 23 Commercial $21,070 Van $0 0 $4,666 8 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 45 Private

Sports Car

1 $0 12 Highly Urban/ Urban

2

2 9

No

Yes z_F Bachelors Home Maker 63 Private $10,800 Minivan $937 4 $0 8 Highly Urban/ Urban

481362787 2 11/11/39 2 9 $8,287 No $160,005 Yes z_F Bachelors Home Maker 63 Private

Minivan $6,315 3 $0 8 Highly Urban/ Urban

0

0 15

No Yes M PhD Doctor 6 Private $20,570 Minivan

2 $0 13 Highly Urban/ Urban

0

0 12

No

z_No z_F Bachelors Professional 43 Private $17,980 Minivan $0 0 $6,004 16 Highly Urban/ Urban

0

0 10

No

z_No z_F PhD Doctor 37 Private $26,440 z_SUV $0 0 $0 11 Highly Urban/ Urban

481089051 0 11/3/39 0 10 $105,600 No z_No z_F PhD Doctor 37 Private $10,420 z_SUV

2 $0 Highly Urban/ Urban

0

0 12

No $0 z_No M PhD Lawyer 38 Private $12,840 Minivan $8,294 4 $0 15 Highly Urban/ Urban

0

0 15

No

Yes M Masters 15 Commercial $24,590 Panel Truck $5,292 2 $0 14 Highly Urban/ Urban

921144346 0

3 17

No $0 Yes z_F Bachelors Student 31 Commercial $8,540 z_SUV $0 0 $4,566 7 z_Highly Rural/ Rural

0

0 15

No

z_No M PhD Doctor 24 Private $12,710 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 15

No

Yes M PhD Doctor 34 Private $7,900 Sports Car

3 $0 14 Highly Urban/ Urban

1 10/9/39 1

Yes $0 z_No M $3,749

5 Highly Urban/ Urban

0

0

No

Yes z_F Bachelors Manager 33 Private $7,500 z_SUV

1

13 Highly Urban/ Urban

0

0 15 $1,007 No $0 Yes z_F Bachelors Student 24 Private $10,800 z_SUV

1 $4,390 4 Highly Urban/ Urban

0

0 0 $0 No Yes z_F z_High School Home Maker 32 Private $7,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 11

No

z_No M PhD 31 Commercial

Panel Truck $0 0 $0 10 Highly Urban/ Urban

133704417 0

0 13

No

Yes M Bachelors Professional 12 Private $17,550 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

2 15 $3,005 Yes

z_No z_F z_High School Home Maker 5 Private $11,640 z_SUV $0 0

1 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Clerical 5 Private $23,600 Minivan $0 0 $0 14 Highly Urban/ Urban

0

0 13

No

z_No M Masters Manager 53 Commercial $27,620 Panel Truck $5,639 1 $0 14 Highly Urban/ Urban

0

0 16

No

Yes z_F z_High School Home Maker 34 Private $14,560 z_SUV

1

9 Highly Urban/ Urban

0

0 10

No

z_No z_F z_High School Clerical 24 Private $9,190 z_SUV $0 0 $2,386 Highly Urban/ Urban

0

0 11

No

Yes M z_High School z_Blue Collar 28 Commercial

Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes z_F Bachelors Professional 35 Private $23,800 Pickup $0 0 $0 8 Highly Urban/ Urban

1

2 15

Yes $0 z_No M Masters Manager 5 Private $12,500 Minivan $2,102 1 $0 16 Highly Urban/ Urban

0

0 13 $8,250 No $113,386 Yes M z_High School Student 14 Commercial $8,330 Minivan $3,730 1 $6,057 1 Highly Urban/ Urban

0

0 16

No

Yes M

0

0

No

z_No M z_High School Professional 31 Private $23,360 Minivan $0 0 $5,069 Highly Urban/ Urban

0

2 16

Yes $0 z_No M Bachelors z_Blue Collar 14 Commercial $27,780 Minivan $0 0 $0 1 Highly Urban/ Urban

0

0 14

No $0 z_No M PhD Doctor 5 Private $16,000 Minivan

1 $0 Highly Urban/ Urban

0

0 15 No

Yes z_F Bachelors Manager 39 Private $16,780 Sports Car $4,500 2 $0 13 Highly Urban/ Urban

0

0 13 No $0 z_No M PhD 25 Commercial $7,500 Pickup

1 $5,219 10 Highly Urban/ Urban

2

3 13

No

Yes z_F $3,330

z_SUV

2 $0 z_Highly Rural/ Rural

0

0 13

No $0 z_No M Bachelors Professional 17 Private $12,520 z_SUV

2 $0 13 Highly Urban/ Urban

1

1 7

Yes $0 z_No z_F PhD 9 Commercial $27,420 Van $0 0 $5,342 11 Highly Urban/ Urban

0 7/18/39 0 13

No $0 z_No M Masters Professional 21 Commercial $34,800 Panel Truck

2

11 Highly Urban/ Urban

674303590 0

0 14

No

Yes z_F Masters Professional 46 Commercial $12,650 Pickup $0 0 $0 17 z_Highly Rural/ Rural

0

0 14

No Yes M Masters Professional 28 Commercial $21,360 Van $0 0

10 Highly Urban/ Urban

744193504 0 6/23/39 0 14 No Yes M Masters Professional 35 Private $20,470 Van $0 0 $0 10 Highly Urban/ Urban

0

0 5

No

Yes z_F Masters Lawyer 20 Private $22,300 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 6/22/39 1 13

Yes $0 z_No M Bachelors Professional 50 Private $21,970 Van

1 $3,365 Highly Urban/ Urban

0 6/22/39 0 14

No Yes z_F PhD Doctor 9 Private $24,050 Minivan $0 0 $0 13 Highly Urban/ Urban

0

3 17

No Yes M Masters Professional 54 Commercial $20,580 Van $2,601 1

13 Highly Urban/ Urban

1

1 14

No

Yes M z_High School z_Blue Collar 33 Commercial $10,980 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 6/15/39 0 8

No

Yes z_F Bachelors Manager 5 Private $12,530 Minivan

1 $0 12 Highly Urban/ Urban

0

2 $0 No

Yes z_F z_High School Home Maker 47 Private $7,500 z_SUV $0 0

1 Highly Urban/ Urban

0

0 13 No

Yes M $990

1 $0 1 z_Highly Rural/ Rural

0

0 13

No

Yes z_F z_High School Professional 36 Private $16,450 z_SUV $1,064 2

3 Highly Urban/ Urban

0

0 17

No

Yes z_F z_High School z_Blue Collar 47 Commercial $5,340 z_SUV $7,108 2

1 Highly Urban/ Urban

0

2 19

No

Yes M $2,132

1 Highly Urban/ Urban

0

0 15

No

Yes M

147215888 0

0 11

No

z_No z_F PhD Lawyer 40 Private

Sports Car $3,868 1 $0 17 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 64 Private $15,270 z_SUV $7,705 1

18 Highly Urban/ Urban

510001503 0

0 12 $19,796 No $153,061 z_No z_F Bachelors Clerical 19 Private

Pickup

2 $0 1 Highly Urban/ Urban

510001503 0 5/3/39 0 12 $19,796 No $153,061 z_No z_F Bachelors Clerical 33 Private $21,690 Sports Car $2,800 2 $0 1 Highly Urban/ Urban

1

2 17

Yes

z_No M Masters 5 Commercial $28,140 Panel Truck $0 0

12 Highly Urban/ Urban

162166370 0

0 12

No $0 z_No M z_High School Manager 36 Commercial

Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 4/20/39 0 13

No

Yes M Masters Lawyer 52 Private $9,780 Minivan

3

17 Highly Urban/ Urban

0

0 11

No

Yes z_F

0 4/19/39 0 15

No

Yes M PhD Lawyer 12 Private $13,820 Minivan $7,575 2 $0 16 Highly Urban/ Urban

436659487 0 4/19/39 0 11 $4,103 No $103,570 Yes z_F

0

0 0 $0 No

Yes z_F PhD Home Maker 24 Private $7,500 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

0 9 $38,504 No $0 z_No z_F Bachelors Professional 49 Private $8,690 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

0 12

No

z_No z_F Masters Lawyer 50 Private $10,450 z_SUV

2 $0 19 Highly Urban/ Urban

547910569 0

4 16

No

Yes M

0

0 13

No

Yes z_F Masters Lawyer 6 Private $17,100 z_SUV $0 0 $1,200 Highly Urban/ Urban

0

0 11

No $0 z_No M PhD Professional 14 Private $14,230 Minivan

2 $0 18 Highly Urban/ Urban

0

3 18

No

Yes z_F Masters Lawyer 40 Private $20,350 z_SUV $0 0

15 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD Doctor 33 Private $14,330 Minivan $3,977 3

13 Highly Urban/ Urban

0

1 15

No

Yes M Masters Lawyer 22 Private $14,570 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 $0 No $0 z_No z_F Masters Home Maker 46 Private $8,960 z_SUV $0 0

10 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD 21 Commercial $7,500 Pickup $7,278 2 $0 15 Highly Urban/ Urban

982263237 0

0 9

No

Yes z_F z_High School Professional 19 Commercial $34,480 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No M PhD 51 Commercial $28,560 Panel Truck $0 0 $0 13 Highly Urban/ Urban

527670758 0 2/11/39 0 13

No

Yes M Bachelors Professional 35 Private $18,560 Minivan $0 0 $7,369 10 z_Highly Rural/ Rural

0

0 5

No

z_No z_F z_High School Clerical 30 Private $11,240 Sports Car $0 0

1 z_Highly Rural/ Rural

0 2/7/39 0 15

No

Yes z_F Bachelors Professional 9 Private $11,510 z_SUV

2 $0 10 Highly Urban/ Urban

0 2/2/39 0 13

No

Yes M Masters Lawyer 45 Private $15,720 Minivan $0 0 $4,531 13 Highly Urban/ Urban

0 2/2/39 3 14

No

Yes z_F Bachelors Manager 10 Commercial $22,140 Pickup $0 0 $0 6 Highly Urban/ Urban

0 1/28/39 0 15

No

Yes z_F z_High School Manager 21 Commercial $17,140 Pickup $8,410 1 $0 8 Highly Urban/ Urban

1

2 15

No

Yes z_F PhD Doctor 46 Private $10,560 Sports Car $0 0 $2,907 13 Highly Urban/ Urban

180660768 0

0 11 No

z_No M Masters 44 Commercial $22,780 Panel Truck $8,400 1 $5,190 22 Highly Urban/ Urban

0 1/21/39 0 12

No $0 z_No z_F Masters Lawyer 37 Private $11,600 z_SUV $977 1 $0 18 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 34 Private $22,300 Sports Car

2 $0 13 Highly Urban/ Urban

0

0 9

No

z_No M Bachelors Manager 34 Private $1,500 Minivan

2 $0 11 Highly Urban/ Urban

0 1/9/39 0 12

No

Yes z_F Masters Lawyer 31 Private $16,690 Minivan $0 0

Highly Urban/ Urban

0

0 14

No $0 z_No M Bachelors Manager 5 Private $8,040 Minivan $0 0 $0 4 Highly Urban/ Urban

410548344 0 1/6/39 0 13

No

Yes z_F Masters Lawyer 70 Private $19,620 z_SUV $0 0

15 Highly Urban/ Urban

0

0 12

No

z_No z_F PhD 41 Commercial

Panel Truck $0 0 $4,104 14 Highly Urban/ Urban

0

3 17

No

Yes M z_High School Student 5 Commercial $27,260 Minivan $0 0 $0 7 Highly Urban/ Urban

0

0 15 $8,585 No

Yes z_F Bachelors Professional 52 Commercial $24,900 Pickup $2,033 4 $1,511 11 Highly Urban/ Urban

0 12/22/38 0 15

No

Yes M Masters 13 Commercial $27,240 Panel Truck

2 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Masters 5 Commercial $11,380 Pickup $4,470 3 $0 15 Highly Urban/ Urban

0

0 13

No

z_No M PhD Doctor 14 Private $18,420 Van $0 0 $0 20 Highly Urban/ Urban

0

0 12

No

Yes z_F z_High School z_Blue Collar 16 Commercial $11,290 Sports Car $0 0 $5,247 1 Highly Urban/ Urban

201327208 0 12/14/38 0 12 $37,940 No $182,739 Yes z_F z_High School z_Blue Collar 16 Commercial $21,280 Minivan $0 0 $0 1 Highly Urban/ Urban

1

2 12

Yes

z_No M z_High School Professional 35 Private $20,040 Minivan

3 $3,292 8 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F $8,739

1 $3,736 1 Highly Urban/ Urban

2

2 $21,920 No

Yes z_F z_High School Clerical 50 Private $11,810 z_SUV

3 $0 8 Highly Urban/ Urban

1

2 12 Yes $0 z_No z_F Masters Lawyer 35 Private $24,640 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 14

No Yes M Bachelors z_Blue Collar 58 Commercial $13,910 Minivan

3 $0 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F

736936242 0

0 13

No

Yes M z_High School z_Blue Collar 48 Commercial $24,340 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

0 16

No

Yes z_F z_High School Clerical 26 Commercial $19,030 Sports Car

2

7 Highly Urban/ Urban

0

2 16

Yes $0 z_No z_F Masters Lawyer 50 Private

Sports Car $7,204 2 $0 18 Highly Urban/ Urban

0

0 7

No

Yes M $14,597

1 $0 1 z_Highly Rural/ Rural

0

0 10

No

z_No z_F PhD Home Maker 31 Private $8,590 Sports Car $3,175 2

10 Highly Urban/ Urban

0

0 10

No

Yes z_F

0

0 9 $28,390 No

Yes M z_High School z_Blue Collar 43 Commercial $14,350 z_SUV $0 0

11 Highly Urban/ Urban

0

0 6

No

z_No z_F Masters Lawyer 19 Private $23,880 z_SUV

3 $0 16 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F Bachelors Home Maker 54 Private $15,490 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 63 Private $14,340 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 10/10/38 0 12

No

Yes M z_High School Manager 53 Private $20,040 Minivan $0 0 $0 8 Highly Urban/ Urban

249889271 0 10/10/38 0 $121,688 No $378,194 Yes z_F Masters Lawyer 63 Private $19,770 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

0 14

No

Yes z_F Masters Lawyer 70 Private $15,570 z_SUV $3,636 3 $3,242 1 Highly Urban/ Urban

0

0 17

No

Yes M Bachelors z_Blue Collar 16 Commercial $11,060 z_SUV

3

6 Highly Urban/ Urban

2 10/3/38 4 19

No

Yes z_F PhD Manager 24 Private $42,680 z_SUV $4,640 1 $0 19 Highly Urban/ Urban

0

1 11

No

Yes z_F Masters Lawyer 41 Private $14,260 Sports Car $5,827 1 $0 19 Highly Urban/ Urban

0

0 11

No

z_No z_F Masters Manager 32 Private $16,370 Sports Car $0 0

15 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 43 Private $19,870 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Lawyer 11 Private

Van

2 $0 15 Highly Urban/ Urban

0

0 13

No

Yes M Masters Manager 5 Private $13,400 Minivan

2 $0 12 Highly Urban/ Urban

2

3 14

Yes $0 z_No M PhD Doctor 34 Private $37,510 z_SUV $0 0 $8,420 12 Highly Urban/ Urban

470253509 0

0 14 $24,546 No $0 z_No z_F z_High School Professional 39 Private $11,100 z_SUV $5,890 2 $1,493 8 Highly Urban/ Urban

1

2 17

No

Yes z_F Masters Manager 35 Private $20,870 Sports Car $0 0 $0 21 Highly Urban/ Urban

0

0

No

z_No M Bachelors Professional 30 Private $12,300 z_SUV

1 $0 1 Highly Urban/ Urban

0 9/3/38 0 0 $0 No $0 z_No M z_High School Student 29 Private $20,480 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

0 11 $67,813 No

Yes z_F Bachelors Professional 51 Private $21,190 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0

0 0 $0 No

z_No z_F $6,414

2

7 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 66 Private $12,850 Pickup $0 0 $0 11 z_Highly Rural/ Rural

2

2 16

Yes $0 z_No z_F PhD Home Maker 45 Private $8,470 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

0 13

No

Yes z_F PhD Doctor 37 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

0 17

No $0 z_No z_F PhD Doctor 26 Private

Sports Car $0 0 $0 12 Highly Urban/ Urban

0

0 13

No

Yes M z_High School z_Blue Collar 35 Commercial $11,810 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 57 Private $28,170 Sports Car $0 0 $5,372 18 Highly Urban/ Urban

0

0

No $0 z_No M Masters Lawyer 70 Private $17,590 Van $7,076 3

15 Highly Urban/ Urban

0

0 13 $28,350 No

Yes z_F Bachelors Professional 23 Private $21,180 Sports Car $9,637 2 $2,118 18 Highly Urban/ Urban

0

0 13 $57,095 No $0 z_No M $1,904

3 $5,603 6 Highly Urban/ Urban

0

0 15

No

Yes M $2,414

1 $4,578 1 Highly Urban/ Urban

624440117 0

0 15

No

Yes M Bachelors z_Blue Collar 37 Commercial $11,250 z_SUV

2 $6,284 6 Highly Urban/ Urban

0

0 11

No $0 z_No M z_High School z_Blue Collar 31 Commercial $10,000 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

0 10

No

z_No M Bachelors Manager 12 Private $10,960 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 28 Private $14,440 Sports Car

1 $0 20 Highly Urban/ Urban

301985160 0

2 16

Yes

z_No z_F Masters Lawyer 44 Private $19,560 Sports Car $44,029 4 $344 18 Highly Urban/ Urban

0

3 11

No

Yes z_F Masters Professional 50 Commercial $10,390 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 14

No

z_No z_F Masters Lawyer 45 Private $13,870 Sports Car

1

12 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School z_Blue Collar 56 Commercial $14,460 Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0

0 14

No

z_No M z_High School z_Blue Collar 57 Commercial $15,410 z_SUV $3,380 3 $0 1 Highly Urban/ Urban

417493849 0

0 10

No $0 z_No M PhD 40 Commercial $26,550 Panel Truck $4,843 3

11 Highly Urban/ Urban

0 4/29/38 0 12

No

z_No M PhD Doctor 45 Private $7,600 z_SUV $0 0

19 Highly Urban/ Urban

575673144 0 4/29/38 0 12 $179,536 No $481,375 z_No M PhD Doctor 45 Private $25,550 Minivan $0 0 $0 19 Highly Urban/ Urban

0

0 11

No $0 z_No z_F

0

0 14 $59,690 No

Yes z_F PhD Lawyer 44 Private $13,570 Sports Car $0 0 $4,037 14 Highly Urban/ Urban

0

0 10

No

Yes M Bachelors z_Blue Collar 24 Private $12,220 Sports Car

3

Highly Urban/ Urban

0

0

No

Yes z_F Masters Lawyer 5 Private $21,160 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 5

No

z_No z_F Bachelors Manager 23 Private $17,820 z_SUV $0 0 $0 10 Highly Urban/ Urban

118712896 0

2 18

No

Yes M Masters Lawyer 35 Private $11,040 z_SUV $1,465 2 $0 9 Highly Urban/ Urban

0

0 14

No

Yes M z_High School z_Blue Collar 42 Commercial $27,990 Minivan $0 0 $0 9 z_Highly Rural/ Rural

2

2 14

No

Yes M z_High School Clerical 28 Private $8,380 z_SUV $1,139 3 $5,386 1 Highly Urban/ Urban

424197869 0

0 15

No

Yes z_F Masters Lawyer 16 Private $26,780 z_SUV

5 $0 Highly Urban/ Urban

0

0 14

No $0 z_No z_F Masters Lawyer 39 Private $17,740 Sports Car

3 $4,435 1 Highly Urban/ Urban

0 2/17/38 0 11

No $0 z_No M PhD Manager 20 Private $21,670 Van $0 0 $0 19 Highly Urban/ Urban

603409480 0 2/7/38 0 11

No

Yes z_F Bachelors Professional 53 Private $12,850 Minivan $0 0 $0 11 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 19 Private $13,660 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 1/24/38 0 3 $23,111 No

z_No z_F z_High School Clerical 40 Private $11,380 Sports Car $0 0 $2,856 1 Highly Urban/ Urban

0 1/24/38 0 9

No

Yes M Bachelors Professional 18 Private $9,470 z_SUV

2 $4,447 11 Highly Urban/ Urban

2

2 13

No

Yes z_F z_High School z_Blue Collar 49 Commercial $12,470 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/16/38 0 11

No

Yes M PhD Manager 6 Private $16,900 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 11 $61,472 No

Yes z_F Masters Lawyer 46 Private $17,410 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

0 14

No $0 z_No z_F PhD Doctor 17 Private $8,030 Sports Car $0 0 $0 18 z_Highly Rural/ Rural

611794581 0

0 15

No

Yes M Bachelors Professional 19 Commercial

Van $0 0 $0 17 Highly Urban/ Urban

0

0

No

z_No z_F PhD Doctor 10 Private $19,040 Sports Car $0 0 $0 16 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Manager 36 Private $25,320 Pickup $0 0 $0 16 Highly Urban/ Urban

0

1 8

Yes $0 z_No z_F z_High School Student 39 Commercial $25,620 Pickup $5,400 4 $0 6 z_Highly Rural/ Rural

0

0 16

No

Yes M Masters Lawyer 41 Private $11,810 z_SUV $0 0 $3,288 15 Highly Urban/ Urban

0

0 18

No

Yes z_F Masters Professional 39 Private $16,860 Sports Car

3 $0 16 Highly Urban/ Urban

0

0 15 $39,953 No

Yes M PhD Doctor 5 Private $14,740 z_SUV

2 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 5 Private $22,220 z_SUV $0 0 $0 20 Highly Urban/ Urban

371976627 0

0

No

z_No M z_High School z_Blue Collar 44 Commercial $16,020 Minivan

2

9 z_Highly Rural/ Rural

0

0 $0 No $0 Yes z_F

603529951 0 10/24/37 0 $0 No $0 Yes z_F $28,120

Sports Car

2 $0 6 z_Highly Rural/ Rural

0

0 15

No z_No M Masters 43 Commercial

Panel Truck $0 0 $0 21 Highly Urban/ Urban

0 10/16/37 0 14

No

Yes M Bachelors Professional 64 Commercial $19,540 Pickup $0 0 $0 z_Highly Rural/ Rural

650019033 0

0 12

No $0 z_No M z_High School z_Blue Collar 69 Commercial $11,100 Sports Car

3

1 Highly Urban/ Urban

650019033 0 10/15/37 0 12 $34,033 No $0 z_No M z_High School z_Blue Collar 43 Commercial $19,010 Van $0 0

1 Highly Urban/ Urban

0

0

No Yes z_F Masters Professional 60 Private $17,790 Sports Car $3,902 2 $6,079 15 Highly Urban/ Urban

72803473 2

4 19

No

Yes z_F PhD Manager 20 Private $26,310 z_SUV $0 0

17 Highly Urban/ Urban

0

0 14

No

Yes z_F Bachelors Professional 32 Private $18,300 Sports Car $8,363 1

1 Highly Urban/ Urban

0

0 7

No

z_No M Bachelors Manager 58 Private $18,060 Minivan $0 0 $0 8 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Clerical 57 Private $9,170 Sports Car

2

7 Highly Urban/ Urban

0

0 9

No

Yes M Bachelors Manager 26 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

0

0 12

No

Yes M z_High School Professional 24 Private $19,120 Sports Car $2,136 3 $2,573 1 Highly Urban/ Urban

3

3 16

No $136,008 Yes M $8,002

3 $16,840 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 26 Commercial $23,470 Sports Car

3 $6,880 15 Highly Urban/ Urban

125992610 0 8/20/37 0 12 $33,713 No $171,810 Yes z_F Bachelors z_Blue Collar 26 Commercial $7,700 Sports Car

3 $0 15 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 25 Private $8,230 Sports Car

3 $0 10 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 37 Private $12,760 Sports Car $0 0 $1,414 1 Highly Urban/ Urban

0

0 15

No $0 z_No z_F Bachelors Professional 60 Private $5,200 Sports Car $0 0 $0 Highly Urban/ Urban

0

1 0 $0 No

Yes z_F z_High School Home Maker 39 Private $11,060 Sports Car $0 0 $6,767 1 Highly Urban/ Urban

302592534 0

0 13 No

Yes M $3,298

1 Highly Urban/ Urban

1

1 2

No

Yes z_F Masters Lawyer 16 Private $15,770 Sports Car

1 $0 14 Highly Urban/ Urban

0

0 13

No

Yes z_F z_High School Home Maker 39 Private $23,740 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

0 14

No

Yes z_F Masters Manager 48 Private $15,240 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 10

No z_No M

0

2 13

Yes $0 z_No M z_High School Clerical 35 Private $10,240 z_SUV

2 $0 1 Highly Urban/ Urban

0 6/26/37 0 17

No

Yes z_F PhD Doctor 30 Private $14,450 Sports Car $0 0 $0 9 Highly Urban/ Urban

1

1 15 $60,216 No

Yes z_F z_High School z_Blue Collar 49 Commercial $20,490 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

3

3 19

Yes $0 z_No z_F Masters Lawyer 19 Private $26,420 Sports Car $9,810 4

18 Highly Urban/ Urban

0

0 14 No

Yes M

0 6/9/37 0 14

No

Yes z_F Masters Lawyer 8 Private $7,790 Sports Car

4 $0 13 Highly Urban/ Urban

0

0 12

No $0 z_No M Bachelors Student 47 Private $8,870 z_SUV $0 0 $0 3 z_Highly Rural/ Rural

2

3 12

Yes

z_No M $2,492

4 Highly Urban/ Urban

0

0 12

No

Yes z_F PhD Lawyer 43 Private

Sports Car $5,837 3 $0 19 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 17 Private $22,180 Sports Car $0 0 $4,600 15 Highly Urban/ Urban

0

0 14

No

Yes M Masters Lawyer 29 Private $7,700 Pickup $0 0 $0 18 Highly Urban/ Urban

3

4 16

No Yes z_F Bachelors Professional 75 Private $13,070 Sports Car

1 $5,064 1 z_Highly Rural/ Rural

2

3 18

No

Yes z_F z_High School z_Blue Collar 5 Private $18,780 Sports Car $23,486 2

1 Highly Urban/ Urban

0

0 9

No

Yes M Masters 20 Commercial

Pickup $0 0 $0 20 Highly Urban/ Urban

0

0 7

No $0 z_No M Masters Lawyer 43 Private $19,520 z_SUV

2 $0 16 Highly Urban/ Urban

0

0 13 $69,874 No $0 z_No M Masters Manager 32 Commercial $26,910 Pickup $6,494 1 $0 18 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Lawyer 5 Private $20,160 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 15

No $0 z_No M z_High School z_Blue Collar 36 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 15 Private $28,360 Sports Car $0 0 $0 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Clerical 13 Private $12,930 Sports Car $0 0 $0 4 Highly Urban/ Urban

2

3 17

No

Yes z_F Masters Manager 35 Private

z_SUV $5,542 3 $0 13 Highly Urban/ Urban

0 2/14/37 0 14

No

Yes M Masters 64 Commercial $19,690 Pickup $0 0 $0 17 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 32 Commercial $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

399351046 0

0 15

No

Yes z_F z_High School Manager 44 Private $18,950 Sports Car

2 $0 9 Highly Urban/ Urban

399351046 0 1/28/37 0 15 $35,296 No $189,767 Yes z_F z_High School Manager 21 Private $18,260 Sports Car

2 $0 9 Highly Urban/ Urban

1

3 16

No

Yes M Bachelors z_Blue Collar 43 Commercial $15,400 Minivan

3 $0 14 Highly Urban/ Urban

135238902 1

2 15

No

Yes z_F PhD 49 Commercial $16,620 Pickup $0 0 $0 12 Highly Urban/ Urban

542281799 0

0 11 $34,580 No

Yes z_F Masters Lawyer 12 Private $20,880 Minivan $6,200 1 $0 12 z_Highly Rural/ Rural

0 1/8/37 0 13

No

Yes M Bachelors Professional 26 Private $15,190 z_SUV $3,107 3 $0 17 Highly Urban/ Urban

741500745 0 1/8/37 0 13 $29,453 No $135,076 Yes M Bachelors Professional 26 Private $17,090 z_SUV $0 0 $0 17 Highly Urban/ Urban

1

1 11 $66,784 No

Yes M Bachelors Manager 49 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 8

No $0 z_No M PhD Doctor 5 Private $16,410 z_SUV

1 $0 Highly Urban/ Urban

0

0 12 $22,181 No

z_No z_F z_High School Clerical 24 Private $17,880 Sports Car

3 $3,705 1 Highly Urban/ Urban

0

1 15

No

Yes M Bachelors Professional 45 Private $12,620 z_SUV

2

1 Highly Urban/ Urban

0

0 6

No $0 z_No z_F PhD Lawyer 54 Private $18,470 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 14

No

Yes M PhD Doctor 5 Private $7,700 Minivan $0 0 $0 19 Highly Urban/ Urban

1

1 15

No

Yes z_F Masters Lawyer 54 Private $19,670 z_SUV

2 $0 12 Highly Urban/ Urban

0

0 15

No

Yes z_F PhD Doctor 10 Private $16,270 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 15

No

Yes z_F Bachelors Manager 19 Private $14,360 z_SUV

1 $5,952 11 Highly Urban/ Urban

885737455 0 10/31/36 0 15 $26,921 No $140,455 Yes z_F Bachelors Manager 19 Private $13,660 Sports Car $8,255 2 $0 11 Highly Urban/ Urban

0 10/31/36 0

No $0 z_No z_F Masters Lawyer 39 Private $14,190 Sports Car

1 $0 21 Highly Urban/ Urban

0

0 10

No $0 z_No z_F Bachelors Professional 43 Private $24,210 z_SUV $3,165 1 $0 8 Highly Urban/ Urban

0

0 11

No z_No z_F Bachelors z_Blue Collar 29 Commercial $24,660 Sports Car $43,501 1 $2,797 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F PhD Home Maker 36 Private $14,590 z_SUV $7,540 3 $6,005 19 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Manager 30 Private $23,750 Sports Car $0 0 $0 Highly Urban/ Urban

0

0 10 $4,597 No

Yes z_F $2,841

2 $0 6 Highly Urban/ Urban

0

0 9

No $0 z_No z_F PhD Doctor 11 Private $27,600 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Clerical 39 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 9

No

Yes M Masters Lawyer 48 Private $26,620 Minivan $0 0 $0 13 Highly Urban/ Urban

0

0 13

No

Yes M z_High School Professional 42 Private $10,930 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

295796026 0 8/15/36 0 13 $31,269 No $201,461 Yes M z_High School Professional 42 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

576927212 0

0 15

No

Yes M Masters Lawyer 30 Private $30,480 z_SUV $0 0 $0 5 Highly Urban/ Urban

576927212 0 8/14/36 0 15 $47,276 No $203,372 Yes M Masters Lawyer 66 Private $20,370 Minivan

3 $0 5 Highly Urban/ Urban

0

0 13

No $0 z_No z_F Masters Lawyer 37 Private $15,280 z_SUV $2,487 1

19 Highly Urban/ Urban

1

1 14

No $209,787 Yes z_F Bachelors Professional 39 Private $14,730 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

0 17

No

Yes z_F Bachelors Professional 13 Private $20,960 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

318075197 1

1 2

No

Yes z_F Masters Lawyer 28 Private $15,700 z_SUV $0 0

19 Highly Urban/ Urban

1

2 17

No

Yes M Masters Professional 31 Private $22,480 Minivan

2 $0 15 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F PhD Home Maker 33 Private $10,440 Sports Car

2 $0 15 Highly Urban/ Urban

482259429 0 7/15/36 0 0 $0 No $111,129 Yes z_F PhD Home Maker 33 Private $7,800 Sports Car

2 $3,604 15 Highly Urban/ Urban

482259429 0 7/15/36 0 0 $0 No $111,129 Yes z_F PhD Home Maker 33 Private $24,020 z_SUV $0 0 $5,063 15 Highly Urban/ Urban

0

0 15

No

Yes M z_High School Manager 47 Private $20,960 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

0 $49,485 No

Yes z_F Bachelors Professional 36 Private $6,270 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Manager 36 Private $13,670 z_SUV $2,085 3 $0 1 Highly Urban/ Urban

0

0 9

No

Yes M Masters Professional 37 Commercial $25,540 Pickup

2 $0 14 Highly Urban/ Urban

790442875 0 6/21/36 0 9 $87,516 No $289,088 Yes M Masters Professional 37 Private $13,790 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes M Bachelors Professional 45 Private $14,960 Minivan

2 $0 8 Highly Urban/ Urban

0

0 19

No

Yes M Masters Lawyer 14 Private $20,840 z_SUV $0 0

17 Highly Urban/ Urban

0

0 16

No

Yes M PhD 35 Commercial

Pickup $0 0

9 Highly Urban/ Urban

373747887 0 6/5/36 0 16 $141,953 No $377,925 Yes M PhD 35 Commercial $29,630 Pickup

1 $0 9 Highly Urban/ Urban

0

1 16

No

Yes M Masters Lawyer 58 Private $24,590 Minivan $0 0 $0 15 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Doctor 19 Private $23,570 z_SUV $0 0 $0 17 Highly Urban/ Urban

605606056 0

0 11

No

z_No z_F Bachelors z_Blue Collar 52 Private $14,900 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

0 No Yes z_F z_High School Home Maker 28 Private $9,210 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 14

No

Yes z_F PhD Doctor 18 Private $7,800 Sports Car

3 $0 1 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors z_Blue Collar 28 Commercial $7,800 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Home Maker 43 Private $13,350 Sports Car $0 0 $0 17 z_Highly Rural/ Rural

0

0 16

No

Yes M Masters Manager 28 Private $8,840 Minivan $0 0 $0 22 Highly Urban/ Urban

0

0 12

No $0 z_No z_F z_High School Professional 17 Private $7,800 Sports Car $0 0 $4,491 1 Highly Urban/ Urban

0

1 12

Yes $0 z_No z_F Masters Manager 48 Private $20,490 Sports Car $0 0 $0 13 Highly Urban/ Urban

0

2 13

Yes $0 z_No z_F Masters Manager 30 Private $14,170 Sports Car $2,629 1

12 Highly Urban/ Urban

1

1 11

No

Yes M Bachelors Professional 36 Private $12,150 Sports Car $0 0

12 Highly Urban/ Urban

0 2/15/36 0 13

No

Yes z_F Masters Manager 12 Private $14,400 Sports Car $3,694 2 $0 12 Highly Urban/ Urban

0

0 7

No

Yes z_F Bachelors Manager 46 Private $13,060 Sports Car

1 $0 7 Highly Urban/ Urban

542281799 0

0 11

No

Yes z_F Masters Lawyer 38 Private $9,200 Sports Car $0 0 $0 3 Highly Urban/ Urban

0

0 14

No

Yes M PhD Doctor 36 Private $22,580 Sports Car

1 $0 15 Highly Urban/ Urban

0

2 10

No Yes z_F z_High School z_Blue Collar 16 Commercial $11,770 Sports Car

2 $6,228 1 Highly Urban/ Urban

1

1 10

No

Yes z_F Masters Manager 56 Private $11,160 Sports Car $6,499 1 $5,692 14 Highly Urban/ Urban

34434267 0

0 13

No

z_No z_F z_High School Clerical 49 Private $18,540 Sports Car $5,139 2 $0 1 z_Highly Rural/ Rural

0

0 15

No $0 z_No M z_High School z_Blue Collar 22 Commercial $16,250 z_SUV

3

9 Highly Urban/ Urban

756912875 0 12/17/35 0 15 $42,209 No $0 z_No M z_High School z_Blue Collar 22 Commercial $16,850 Minivan $7,199 3 $1,467 9 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 28 Commercial

Pickup

1 $0 8 Highly Urban/ Urban

0

3 13 $50,166 No

Yes M Masters Manager 42 Private $13,450 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

0 10

No

z_No M Masters Lawyer 17 Private

Minivan $0 0 $32,038 Highly Urban/ Urban

0

0 17 $23,433 No

z_No M Bachelors Manager 7 Commercial $19,420 Pickup

2 $0 11 Highly Urban/ Urban

0

0 10

No

Yes z_F

0

0 13

No

Yes z_F Masters Lawyer 41 Private $7,650 Sports Car $0 0 $7,390 9 Highly Urban/ Urban

0

0 11

No

Yes z_F Masters Lawyer 26 Private $7,900 Sports Car $0 0 $0 9 Highly Urban/ Urban

462828318 0 9/25/35 0 11 $76,552 No $229,237 Yes z_F Masters Lawyer 26 Private $15,560 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

0 14

No

Yes M Bachelors z_Blue Collar 22 Commercial $14,860 z_SUV $0 0 $4,278 9 Highly Urban/ Urban

0

0 7

No

z_No z_F Masters Manager 31 Private

Sports Car $4,750 2 $0 Highly Urban/ Urban

0

0

No

Yes M Bachelors z_Blue Collar 65 Commercial $7,900 z_SUV

2 $6,316 11 Highly Urban/ Urban

0

1 19

No

Yes z_F

0

0 8

No

Yes M Masters Lawyer 33 Private $16,940 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

0 10 $37,380 No $0 z_No M Masters Lawyer 14 Private $11,640 z_SUV $0 0

15 Highly Urban/ Urban

438727498 0

0 14

No

Yes z_F Masters Lawyer 53 Private $13,810 Sports Car

1 $6,162 15 Highly Urban/ Urban

0

0 0 $0 No $0 z_No z_F z_High School Student 36 Private $8,750 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

0 15

No

Yes z_F z_High School z_Blue Collar 54 Commercial $11,950 Sports Car

1

6 Highly Urban/ Urban

2

3

No

Yes z_F PhD Manager 39 Private $14,040 z_SUV

1 $0 16 Highly Urban/ Urban

1

2 15 $42,332 No

Yes z_F

0

0 5

No

z_No z_F Masters Lawyer 27 Private $12,560 Sports Car $0 0

1 Highly Urban/ Urban

0

0 17

No

Yes z_F PhD Manager 49 Private $16,110 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 15

No Yes z_F Masters Lawyer 35 Private $8,810 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes z_F Masters Lawyer 46 Private $24,780 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

0

No

Yes M Masters Lawyer 5 Private $18,310 Pickup $0 0 $0 1 Highly Urban/ Urban

0

0 12

No

Yes M $4,420

3 Highly Urban/ Urban

0

0 13

No

Yes M PhD Doctor 32 Private $18,710 z_SUV

2 $0 17 Highly Urban/ Urban

0

0 10

No

Yes M Masters Lawyer 40 Private $13,130 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/11/35 0

No $0 z_No z_F PhD Manager 30 Private

Pickup $3,475 1 $0 10 Highly Urban/ Urban

0

0 0 $0 No $0 Yes M z_High School Student 60 Private $7,900 Sports Car

2 $12,301 8 Highly Urban/ Urban

0

0 15 $18,690 No $0 z_No M Bachelors Manager 31 Private $28,640 Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/9/35 0 9

No Yes M z_High School z_Blue Collar 11 Commercial $28,710 Pickup $0 0 $17,290 3 Highly Urban/ Urban

0 1/6/35 0 15

No

Yes M $3,994

2

1 Highly Urban/ Urban

0

1 15

No

Yes M Bachelors z_Blue Collar 5 Private $11,210 Sports Car

4 $8,550 8 Highly Urban/ Urban

0

0 10

No

z_No M z_High School z_Blue Collar 34 Private $17,670 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

0 15

No

Yes M Masters Lawyer 29 Private $10,210 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0 14 No

Yes z_F Masters Lawyer 45 Private $13,350 Sports Car $35,530 3 $5,257 9 Highly Urban/ Urban

16186854 0 11/12/34 0 14 No $231,739 Yes z_F Masters Lawyer 45 Private $13,350 Sports Car

2 $0 9 Highly Urban/ Urban

0

0 15 $5,013 No

Yes z_F z_High School Student 32 Commercial $8,670 Sports Car $5,900 1 $2,415 8 Highly Urban/ Urban

0

0 16

No

Yes z_F z_High School Clerical 42 Private $10,770 Sports Car

2 $0 12 z_Highly Rural/ Rural

0

2 10

No

Yes M z_High School z_Blue Collar 26 Commercial $10,960 z_SUV

3 $0 1 Highly Urban/ Urban

0

0 9

No $0 z_No M PhD Doctor 55 Private $10,610 z_SUV

3 $0 23 Highly Urban/ Urban

0

0 15

No

Yes z_F z_High School Clerical 14 Private $11,340 Sports Car

1 $4,699 1 Highly Urban/ Urban

0

0 12 No

Yes M Bachelors z_Blue Collar 50 Commercial $18,870 Minivan $3,357 4 $0 10 Highly Urban/ Urban

0

0 11

No

Yes z_F z_High School Professional 37 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

0 15

No

Yes M PhD Doctor 39 Private $28,440 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

0 15 $13,880 No

Yes z_F Masters Home Maker 62 Private $9,390 Sports Car

2 $2,251 15 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F z_High School Home Maker 24 Private $8,000 Sports Car

2

6 Highly Urban/ Urban

0

0 0 $0 No

Yes z_F PhD Home Maker 43 Private $16,830 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

0 12

No

Yes M Masters Lawyer 40 Private $14,030 Sports Car $0 0 $5,400 10 Highly Urban/ Urban

0

0 17

No

Yes z_F Masters Manager 28 Private $10,010 Sports Car $0 0 $0 22 Highly Urban/ Urban

699416315 0

2 13

Yes

z_No z_F Masters Manager 13 Private $13,960 Sports Car

1 $0 12 Highly Urban/ Urban

551370243 0

0 10

No

Yes M Masters Manager 37 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

121997238 0

0

No $0 Yes M

283162482 0

0 9

No

Yes M Masters Lawyer 32 Private $14,110 z_SUV

2 $0 18 Highly Urban/ Urban

0

0 15

No

Yes M Masters Professional 20 Private $10,950 Sports Car

3 $0 19 Highly Urban/ Urban

0

0 14

No

Yes z_F Masters Lawyer 42 Private $15,360 Sports Car $5,229 1 $0 25 Highly Urban/ Urban

0

0 15

No

Yes M Masters Lawyer 36 Private $15,970 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

0 12 No

Yes M PhD 22 Commercial

Van

3 $0 15 Highly Urban/ Urban

1

3 11

No

Yes z_F PhD Doctor 9 Private $35,810 Sports Car $0 0 $0 17 Highly Urban/ Urban

0

2 10 No

Yes M Bachelors Professional 46 Private $15,100 Minivan $0 0 $0 z_Highly Rural/ Rural

0

0 7

No

Yes M Bachelors z_Blue Collar 40 Commercial $14,910 z_SUV $3,894 4 $4,771 13 Highly Urban/ Urban

0 7/28/33 0 13 $14,815 No

Yes z_F z_High School Clerical 12 Private $13,390 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

1 14

No

Yes z_F z_High School Professional 30 Private $18,880 Sports Car

1 $0 1 Highly Urban/ Urban

0

0 17

No

Yes M Masters Manager 40 Private $17,610 z_SUV

3 $0 12 Highly Urban/ Urban

0

0 8

No

Yes M $616

1 Highly Urban/ Urban

799470114 0 7/1/33 0 8

No

Yes z_F Bachelors Professional 11 Private $14,500 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

1 17

No

Yes z_F PhD Lawyer 42 Private $10,400 Sports Car $0 0 $0 20 Highly Urban/ Urban

0

0

No

Yes M Bachelors Manager 41 Private $31,770 Minivan $4,259 1 $0 1 Highly Urban/ Urban

0

0 14

No

Yes M

0

0 13

No

Yes M Bachelors Manager 33 Private $24,100 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

2 0 $0 No

Yes z_F PhD Home Maker 45 Private $22,240 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

0 12

No $0 z_No M Masters Manager 10 Private $9,980 z_SUV

1 $0 13 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Home Maker 89 Private $19,810 Sports Car $0 0 $7,539 13 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 34 Private $15,680 Sports Car

2 $0 Highly Urban/ Urban

0

0 13

No

Yes z_F Masters Lawyer 45 Private $14,200 Sports Car

2 $0 10 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Lawyer 32 Private $21,250 Sports Car $0 0 $0 17 Highly Urban/ Urban

0

0 10

No

z_No z_F Masters Lawyer 24 Private $18,140 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

0 15 $35,095 No

Yes M Bachelors Manager 40 Private $25,280 Pickup $2,596 2 $0 17 Highly Urban/ Urban

0

0 15

No

Yes z_F Masters Lawyer 31 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 13

No

Yes z_F PhD Manager 36 Private $1,500 Sports Car $0 0 $0 16 Highly Urban/ Urban

0

0 13

No

Yes z_F Bachelors Home Maker 15 Commercial $25,090 Pickup $0 0 $0 15 z_Highly Rural/ Rural

551370243 0

0 10

No

Yes M Masters Manager 18 Private $27,690 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

1 17 $96,830 No

Yes M Masters Professional 23 Private $11,180 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

0 12

No

Yes z_F Bachelors z_Blue Collar 10 Commercial

Minivan $0 0 $0 8 Highly Urban/ Urban

0

2 15

No

Yes M Masters Manager 22 Private $11,460 z_SUV $0 0 $0 11 Highly Urban/ Urban

2

2 15

No

Yes M z_High School z_Blue Collar 41 Commercial

Minivan $0 0 $5,074 1 Highly Urban/ Urban

0

0 13

No

Yes M PhD Doctor 17 Private $27,570 z_SUV

4

1 Highly Urban/ Urban

0

0 5 $52,955 No

z_No z_F PhD Doctor 28 Private $16,990 z_SUV

2 $0 19 Highly Urban/ Urban

0

1

Yes $0 z_No z_F Bachelors z_Blue Collar 40 Commercial $20,000 Minivan $0 0 $0 10 Highly Urban/ Urban

0

0 15

No $0 Yes M z_High School Student 41 Commercial $1,500 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

0 13 $104,421 No

Yes M Masters Lawyer 38 Private $18,640 Minivan $0 0 $0 12 Highly Urban/ Urban

111885786 0

1 14 No

Yes z_F z_High School Professional 66 Private $12,690 z_SUV $21,525 2

1 Highly Urban/ Urban

111885786 0 7/13/32 1 14 No $219,318 Yes z_F z_High School Professional 66 Private $14,080 Sports Car $5,898 3 $2,931 1 Highly Urban/ Urban

0

2 8 No

Yes M PhD Doctor 56 Private

Minivan $6,088 1 $0 1 Highly Urban/ Urban

0

0 13

No $0 z_No z_F PhD Doctor 5 Private $17,600 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

0 12

No

Yes M Masters Lawyer 47 Private $26,020 Minivan $0 0 $1,808 20 Highly Urban/ Urban

0

0 13

No

Yes M Bachelors Professional 33 Private $17,760 z_SUV $0 0

13 Highly Urban/ Urban

644129356 0 2/9/32 0 13 $45,368 No $190,399 Yes M Bachelors Professional 33 Private $20,410 Minivan

2 $0 13 Highly Urban/ Urban

0

0 0 $0 No $0 Yes z_F z_High School Student 33 Private $8,200 Sports Car $6,934 1 $1,402 10 Highly Urban/ Urban

0

0 15

No

z_No M Bachelors z_Blue Collar 27 Private $21,810 z_SUV

1 $0 13 z_Highly Rural/ Rural

0

0 14

No $0 z_No M Bachelors Professional 38 Private $26,310 Minivan $0 0 $0 6 Highly Urban/ Urban

2

3 17

No

Yes z_F z_High School Manager 25 Private $20,610 Sports Car $0 0

8 Highly Urban/ Urban

0

0 10 No

Yes M PhD Manager 29 Commercial $27,430 Pickup $5,967 1 $0 18 Highly Urban/ Urban

0

0 14

No

Yes M PhD Lawyer 31 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0

1 13 No

Yes z_F z_High School Clerical 43 Private $8,350 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

655100096 0

0 15

No $0 Yes M z_High School Student 5 Private $8,400 Sports Car $36,622 2 $0 z_Highly Rural/ Rural

0

0 19

No

Yes M PhD Doctor 14 Private $15,820 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

0 10

No $0 z_No M Masters Lawyer 47 Private $15,980 z_SUV $0 0

15 z_Highly Rural/ Rural

0

0 14

No

Yes z_F Masters Lawyer 20 Private $11,040 Sports Car $5,209 2 $0 13 Highly Urban/ Urban

0

0 0 $0 No

z_No z_F

0

0 14 $69,098 No

Yes M Bachelors Manager 57 Private $15,310 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

1 14

No

Yes z_F z_High School Home Maker 26 Private $9,350 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

0 12

No

Yes z_F Masters Lawyer 13 Private $14,500 Sports Car

1 $2,546 20 Highly Urban/ Urban

441214013 0 6/12/30 0 12 $60,965 No $231,014 Yes z_F Masters Lawyer 13 Private $17,200 z_SUV $0 0 $0 20 Highly Urban/ Urban
267262774 0

0 18

No

Yes z_F Masters Manager 71 Private $24,500 Sports Car $6,364 3 $0 19 Highly Urban/ Urban

ID KIDSDRIV BIRTH HO

M YOJ INCOME PARENT

1 HOME_VAL MSTATUS GENDER EDUCATION OCCUPATION TRAVTIME CAR_USE BLUEBOOK CAR_TYPE OLDCLAIM CLM_FREQ CLM_AMT CAR_AGE URBANICITY
9 4 5 8 6 69 0 12 3 7 $0 No Yes z_F z_High School Student 43 Private $2,

60 z_SUV $4,

65 z_Highly Rural/ Rural
24 27 77 13 2/

18 86 $2,9

54 z_No Clerical 21 $3,

10 Sports Car $10,0

99 $6,

14 Highly Urban/ Urban
9

19 55 79 45 2/

17 Bachelors Home Maker 31 $3,1

80 $

25 23 $2,5

41
28 57 51 37 8/17/

85 $14,

48 20 $2,9

50 $4,518 $4,7

98
194

30 82 10/18/

84 $14,500 $3,

44
9

68 39 15 2/15/84 $

16 22 $20,7

70 Van $5 64
5508

47 11 83 Commercial $1,500 Minivan $3,0

92
11

59 71 10/

29 $11,719 $

74 $4,270 $3,

56
9

26 91 93 10/19/83 $50 $1

58 z_Blue Collar $19,430 $44,916
28

35 10/18/83 40
$13,

95
5

87 53 7/7/83 $

49 52 $155,030 $14,980 $4,5

66
953041

75 8/18/82 32 $17,830 $4,3

73
72 38 7/7/82 $40,015 $152,243 $23,400 Panel Truck $2,047 $17,001
502111

88 11/13/

81 $6,284 $20,130
78 89 4/26/81 $479 $7 $4,922 $2,927
543743935 3/16/81 $9,

97 $14,140 $3,274
11/13/80 33 $17,300 $7,026
128827399 7/12/80 $3,871 $

76 Manager $3,7

90 $5,194 $3,854
$3,790 $4,386
447025309 6/15/80 $1,774 $78,025 $12,720
31141

62 63 6/13/80 $5,3

36 $11,650 $1,845 $3,808
20

34 6/12/80 $5,228 $15,080 $7,085
298571479 5/22/80 $37,536 Professional $22,810 Pickup $4,686 $3,917
294081063 5/5/80 $106,041 $5,289
977988662 8/4/79 $5,470 $6,625
924982877 7/10/79 $38,681 $17,010 $30 46 $17,3

67
805276249 3/26/79 $4,209 $80,790 $10,570 $4,400
206553302 1/2/79 $19,933 $

105 $15,400 $4,148
354730471 7/19/78 $1,114
281051787 7/7/78 $5,411 $15,130
$28,600 $1,337
470060990 6/9/78 $51,893 $3,600 $3,231
73039579 6/4/78 $15,650 $6,485
454310546 5/25/78 $5,939 61 $16,030 $26,803 $2,644
580228287 5/6/78 $18 $8,150 $7,781 $3,038
237008961 4/7/78 $360 $3,320 $6,117
$5,250 $36,775
686252117 3/19/78 $32,391 $170,274 $10,600 $4,166
196357678 2/6/78 $40,022 $9,360 $6,245
431652628 11/18/77 $9,560 $7,225 $2,851
793412772 10/12/77 $13,520 $28,386 $5,637
857718623 10/1/77 $23,452 $121,949 Masters $3,700 $5,678
34557554 9/11/77 $5,430
328852626 7/27/77 $747 $10,070
462892636 7/16/77 $33,571 $24,560
333237097 7/8/77 $11,047 $18,770 $6,996 $5,238
69654018 7/5/77 $2,214 $114,501 $17,470 $9,453 $4,212
560287212 6/29/77 $36,821 $193,948 $29,390 $8,502
123291473 5/21/77 PhD $13,000 $7,191 $22,352
5/6/77 $18,632 $10,800 $6,407
518144955 2/6/77 $23,005 $81,033 $8,320
798945866 1/23/77 $3,461 $2,444
223590150 1/15/77 $12,301 $8,770 $9,232 $2,546
594167500 1/3/77 $53,636 $2,729
791411047 1/1/77 $12,825 $105,132 $9,610 $2,468 $3,667
640655654 12/26/76 $20,646 $5,760 $3,409 $3,225
220259253 12/17/76 $5,4

42 $3,800 $30,922 $1,749
450344267 11/12/76 $27,239 $6,520 $2,804
612835729 10/6/76 $56,000 $3,870 $9,822
505836127 9/12/76 $7,705
588705788 7/18/76 $34,811 $15,620 $7,170
452323801 6/4/76 $68,687 $31,560 $33,581
$17,670
738402282 5/16/76 $11,666 $109 $5,080 $540
616126936 $5,367 $75,782 $22,550 $6,027 $2,161
492349145 4/30/76 $14,307 $119,409 $2,930 $4,018
129588514 4/22/76 $5,822 $4,380 $11,027 $6,188
253050441 12/22/75 $16,193 $7,290 $5,440
250385095 12/1/75 $13,991 $117,778 $10,960 $6,850
730516617 11/16/75 $11,664 $91,216 $2,670 $5,100
221782023 11/2/75 $94,566 $239,

142 $3,900 $5,495
203013907 10/18/75 $24,666 $9,010 $4,515
119301768 10/9/75 $40,245 $98,218 $7,920 $1,836 $1,479
351272937 8/2/75
450197593 $57,504 $147,969 $17,720
589886635 7/29/75 $20,220 $115,168 $17,850 $27,872 $5,017
85976149 7/23/75 $6,862 $2,190 $11,226 $2,569
705372363 6/21/75 $13,003 $104,742 $3,230 $1,397
$1,089
881046761 5/4/75 $8,458 $11,120 $16,927 $4,737
448826071 4/25/75 $79,821 $14,420 $8,072
836277845 4/20/75 $11,215 $5,020 $1,122 $3,310
665180201 4/6/75 $23,109 $93,445 $6,210 $5,876
320360758 4/3/75 $12,527 $70 $13,980
127255429 3/30/75 $5,427 $24,630 $24,546 $3,373
832864413 $9,761 $92,374 $11,320 $14,584 $2,009
440741657 3/28/75 $27,547 $6,650 $6,

124
41

103 3/21/75 $12,871 $16,500 $5,865
697752517 3/5/75 $21,455 $6,050 $2,661 $6,049
701942761 2/8/75 $803 $114,965 $1,391 $714
163178776 12/31/74 $51,505 $201,604 $8,210 $8,401
306482388 12/23/74 $8,230 $1,395 $1,384
451843366 12/15/74 $55,492 $22,330 $3,033
999018658 11/27/74 $10,471 $13,070 $1,631
872411433 10/14/74 $7,530 $4,885 $6,185
520479444 10/3/74 $4,000 $4,920
319840621 9/11/74 $66,390 $22,740 $7,019 $5,207
981691767 9/10/74 $9,870 $3,567
218585066 9/2/74 $75,385 $254,055 $17,750 $4,640 $4,577
599902935 $17,650 $8,139
960562775 8/31/74 $5,950 $7,862
389433086 8/26/74 $75,966 $187,523 $18,160 $31,063
849590952 8/24/74 $49,576 $160,042 $6,460 $3,862 $2,576
358163280 8/15/74 $47,996 $159 $8,800 $2,912
731368580 8/14/74 $78,062 $20,640
8/2/74 $118,074 $353,178 $15,810
994969966 7/30/74 $3,355 $10,060 $8,199
871488639 7/24/74 $66,923 $231,852 $15,010 $5,960
96437709 6/29/74 $83,329 $235,165 $5,120 $4,336 $26,312
751757909 6/27/74 $59 $224 $11,780 $30,213 $7,563
24268527 6/25/74 $55,422 $138 $9,540 $6,798
981294220 6/6/74 $23,245 $7,410 $96 $5,642
257138944 5/30/74 $71,207 $202,437 $23,910 $548 $4,539
856351528 5/27/74 $17,352 $112,808 $9,250 $1,133
514109893 5/8/74 $51,544 $20,630 $7,767 $9,776
605614925 4/28/74 $71,892 $211,306 $27,470 $3,340 $5,173
65426727 4/21/74 $35,714 $12,710 $2,083 $49,180
$18,850 $4,934
681097688 4/19/74 $64,122 $196 $15,740 $28,366
128098401 4/3/74 $24,234 $6,420 $1,368
367581939 3/29/74 $46,671 $125,555 $22,140 $7,326
28615872 3/27/74 $86,545 $17,350 $1,430 $3,311
500969215 3/5/74 $40,095 $22,720 $1,992 $5,177
237375162 12/16/73 $26,906 $23,451 $3,748
577969505 12/10/73 $44,516 $8,450 $864
528689443 1

2/1/73 $18,159 $87,400 $15,360 $5,117 $3,397
553729047 11/3/73 $21,276 $13,420
588355832 10/31/73 $46,604 $164,657 $8,760 $9,235
247147250 10/25/73 $4,100 $5,262
673227790 10/12/73 $7,832 $58,632 $7,620 $5,304 $942
136283722 10/1/73 $51,796
62810981 9/22/73 $9,828
332762693 8/28/73 $11,279 $4,524
572678112 7/28/73 $56,347 $201,599 $16,410 $4,681
671690440 7/24/73 $989 $4,200 $25,081 $3,997
31882806 7/22/73 $10,730 $16,150 $6,135 $1,022
724908543 7/18/73 $50,964 $2,621 $3,110
422322006 6/27/73 $53,982 $152,641 $18,980
70771420 $50,402 $169,080 $9,140 $7,567
595503380 6/14/73 $24,722 $9,420 $11,213
$7,900 $1,320 $2,627
213712099 6/13/73 $2,226 $71,148 $1,720 $3,581
5/8/73 $73,655 $9,150 $7,303 $3,760
4/28/73 $69,789 $206,181 $11,770 $2,960 $2,992
254748203 4/17/73 $3,953
418359835 4/13/73 $31,270 $137,930 $7,230
755326422 4/12/73 $49,485 $174,530 $17,800 $5,269 $838
171678950 4/1/73 $117,984 $26,330 $5,756
412968231 3/25/73 $45,254 $196,146 $23,270 $4,567 $19,089
370878011 $42,687 $17,200 $4,130
900452000 3/21/73 $48,074 $21,760
478632773 $6,167
494990328 3/11/73 $44,386 $209,993 $12,000 $7,611
977322255 3/9/73 $22,430 $8,538 $2,357
788883833 3/7/73 $25,940
106556153 3/4/73 $53,244 $20,920 $6,224 $4,028
102077932 2/28/73 $27,666 $20,310 $6,596
656412065 $12,240 $

101 $5,320 $6,094 $3,758
631967097 2/25/73 $88,987 $248,335 $29,220 $7,070
873746806 2/22/73 $21,443 $116,421 $24,280 $42,208 $45,985
$6,240
571193317 2/18/73 $180,627 $27,870
483669193 2/3/73 $4,120 $2,370
284416137 2/2/73 $21,826 $114,769 $3,680 $18,428
136873910 $157,649 $362,484 $4,364 $3,851
919341680 1/12/73 $33,283 $104,323 $7,690
12/31/72 $110,880 $282,194 $8,097
733070656 1

2/27/72 $35,262 $15,110 $8,697
12986392 12/24/72 $68,524 $7,946 $2,651
153574010 1

2/15/72 $14,822 $8,830 $7,486 $3,435
389054427 12/10/72 $41,746 $8,270 $6,081 $3,544
988703393 12/4/72 $28,726 $119,210 $17,370 $7,081 $4,544
695640211 11/7/72 $40,202 $172,177 $3,045 $5,175
609195177 11/6/72 $69,794 $14,660 $2,848 $4,313
546336138 10/7/72 $29,979 $139,981 $7,200
543547880 $14,900 $33,611 $5,270
$20,510 $4,570 $5,003
895826770 10/2/72 $118,870 $32,880 $7,861 $4,032
894106281 10/1/72 $11,882 $32,510 $10,780
781057675 9/22/72 $10,405 $15,840 $32,477 $6,763
240832106 9/11/72 $53,458 $211,386 $21,600 $47,389
621372360 9/9/72 $11,330 $35,165
621496694 8/31/72 $60,214 $174,522 $13,330
29121748 8/28/72 $45,803 $11,920 $2,043 $25,695
298354561 8/27/72 $64,412 $10,679 $5,354
108659532 8/26/72 $104,575 $25,660 $4,487
392724865 8/16/72 $25,564 $9,070 $20,264
414522894 8/14/72 $14,461 $108,046 $9,990 $8,107
$78,418 $224,245 $21,860 $4,740 $5,374
656027997 8/11/72 $91,135 $20,570
320359089 8/10/72 $37,130 $7,910 $2,616 $4,021
366520317 8/8/72 $50,139 $167,990 $9,210 $1,271 $1,842
600385688 7/27/72 $52,335 $187,295 $9,430
197331534 7/21/72 $42,254 $138,816 $5,730 $32,025
845995112 7/10/72 $22,500 $1,220
158464992 7/2/72 $22,252 $14,070 $4,446
6/27/72 $43,083 $138,247 $20,950 $5,737 $9,824
737451303 6/25/72 $22,200
392516352 $98,136 $247,369 $16,440
590277374 6/13/72 $1,212
405883680 6/5/72 $29,008 $147,459
335557218 6/4/72 $44,208 $8,620 $3,280
352378828 6/3/72 $35,263 $20,150 $6,623
624914462 5/30/72 $81,474 $25,720 $6,985
58616614 5/21/72 $26,840 $7,750 $4,537
638387778 5/18/72 $78,197 $229,920 $18,040
964020613 5/4/72 $8,408 $54,880 $19,900 $4,739
674266132 4/30/72 $67,168 $15,570 $5,648
748650212 4/29/72 $32,428 $7,440 $6,144
557742413 4/27/72 $123,062 $23,590 $4,441 $3,329
$16,510 $4,174
754013280 4/21/72 $94,166 $13,620
829532279 3/21/72 $29,357 $177,256 $7,140
261302280 3/18/72 $34,276 $99,323
561506095 3/16/72 $26,012 $128,197 $19,250
131248101 3/11/72 $43,915 $3,260 $5,476 $3,677
867935167 3/7/72 $55,877 $169,598 $9,400
654478523 $17,686 $136,423 $5,433 $2,103
439710126 $30,125 $20,120
590272679 3/6/72 $24,340 $4,599 $2,595
$23,900 $2,838
845305646 $58,576 $168,176 $16,420 $2,101
55524088 2/18/72 $7,989 $59,185 $5,000
102318953 $35,851 $147,018 $4,102
23309553 2/14/72 $26,096 $150 $9,980 $5,425
662808359 2/13/72 $16,571 $13,890 $6,465 $3,444
651005353 2/12/72 $31,168 $122,298 $7,320 $7,582 $6,023
745608358 1/24/72 $20,972 $6,640 $7,186 $1,858
749933502 1/18/72 $131,567 $8,790
79991899 1/17/72 $166,855 $436,711 $23,060
787877274 $19,255 $121,206
981458064 1/15/72 $1,453
866863943 12/17/71 $38,951 $184,377 $9,780
100837521 12/13/71 $27,957 $3,770 $5,581 $9,117
246699308 12/9/71 $10,852 $10,830 $3,392
317314544 1

2/2/71 $68,493 $217,494 $20,180 $1,958
336934366 11/27/71 $3,172
294553562 1

1/11/71 $84,448 $12,740 $13,415
223639359 11/10/71 $107,827
449092328 11/9/71 $56,943 $5,810
29706144 $57,417 $144,443 $15,640 $7,628 $5,802
11/7/71 $94,863 $269,454 $13,790
804769477 10/24/71 $4,300 $5,255
495703528 10/21/71 $12,117 $5,510
712361376 10/13/71 $10,518 $107,763 $5,800 $6,755 $2,820
10/8/71 $24,814 $103,896 $5,556 $3,513
476896351 10/2/71 $4,843 $3,018
594043138 9/30/71 $21,970 $7,950 $2,004 $9,059
665881598 9/24/71 $11,550 $104,450 $6,180
318016319 9/19/71 $3,985 $4,700 $13,538
398144007 8/31/71 $63,142 $9,750 $909
992302173 8/28/71 $31,745 $140,248 $18,170 $8,380
663154691 8/21/71 $40,061 $134,035 $8,310 $5,084
932328426 8/15/71 $10,032 $5,850 $12,269 $5,657
805262362 8/10/71 $1,754 $10,118
555695397 8/8/71 $88,733 $13,430
765944399 8/5/71 $135,899 $4,302
353028480 7/30/71 $70,029 $227,430 $11,300
477622647 7/26/71 $97,231 $262
131064947 7/20/71 $20,778 $4,085
648518528 7/12/71 $214,775 $33,320
177579308 7/7/71 $28,383 $133,622 $5,180
187912292 7/3/71 $62,294 $177,386 $18,370
211002793 6/25/71 $3,830 $4,311 $6,914
604246933 6/24/71 $64,854 $205,489 $25,980
718700325 6/21/71 $12,891 $86,839 $3,683 $3,350
469064018 6/20/71 $15,580
203680274 6/18/71 $68,394 $226,146 $2,340 $6,013 $4,193
6/14/71
454175399 6/2/71
479902554 5/25/71 $15,370 $2,747 $2,988
760642750 5/23/71 $40,142 $153,692 $16,060 $25,866
514434088 5/19/71
210265123 5/18/71 $30,877 $114,482 $13,290 $1,852
$17,360
186660483 5/9/71 $81,076
874308442 4/28/71 $16,045 $1,590
213296307 4/27/71 $35,450 $145,343 $18,260 $8,353
391162020 4/15/71 $23,427 $98,357 $4,026
$7,040 $5,283 $5,618
414833523 4/13/71 $61,941 $196,239 $10,490 $41,137 $1,333
724089967 $22,470 $1,263
154342859 4/12/71 $38,460 $135,988 $18,640 $845
78482464 $32,509 $149,827 $21,200 $11,240
937083132 4/8/71 $36,

113 $187,871 $9,240 $5,065 $4,546
577852177 4/2/71 $216,473 $12,180 $7,820
172751465 3/17/71 $28,472 $15,920
237445872 3/12/71 $87,052 $215,053 $13,200
785208159 $33,900 $150,093 $15,870
3/8/71 $43,910 $179,794 $27,240 $3,460 $3,979
528358373 3/1/71 $6,905 $2,493
566413932 2/27/71 $66,783 $227,215 $10,980 $8,079 $2,730
277209731 2/23/71 $4,087 $6,350
235358484 2/22/71 $44,077 $170,598 $8,710 $8,935 $6,857
2/18/71 $20,852 $123,109 $6,390 $8,413 $4,704
$20,960 $20,581
$11,440
94006069 2/16/71 $4,950 $8,438 $5,094
952361237 2/8/71 $38,305 $135,831 $21,980 $1,310 $7,882
275543036 2/4/71 $23,553 $18,820 $6,387
207103327 $52,102 $2,351
551398709 1/28/71 $12,841 $85,755 $24,690 $3,031
288116855 1/19/71 $13,410 $4,500 $5,575 $835
979691393 1/15/71 $201,709 $10,658 $1,494
427768498 $54,005 $164,212
304273232 1/5/71 $75,089 $22,420
193388454 1/3/71 $98,485 $284,911 $22,490
426575244 12/31/70 $209,361 $14,870
646953416 12/16/70 $11,100 $121,671 $8,820
12/11/70 $34,043 $137,615 $27,160
286281563 12/9/70 $29,802 $149,126 $4,480
405037020 12/3/70 $94,675 $291,876 $10,320 $4,214
864565484 11/26/70 $59,889 $193,646 $5,867
604922709 11/16/70 $6,647
522412728 11/15/70 $24,464 $123,024 $40,703 $1,807
498936652 11/6/70 $687 $13,720
180019907 11/3/70 $51,122 $201,650 $10,470 $19,030
332919220 10/25/70 $74,202 $19,300 $7,291 $2,574
728416025 10/12/70 $24,365 $6,840 $36,744 $6,464
418418632 10/7/70 $6,720 $52,445 $4,699
960028014 $62,151 $193,997 $10,620
842110768 9/30/70 $27,222 $146,133 $12,200
978672879 $22,698
956221255 9/27/70 $95,884 $31,520 $4,394
472137014 9/23/70 $144,242 $16,370 $4,822
895391382 9/16/70
295091190 9/15/70 $83,783
728970413 $87,862 $226,766 $30,300
605952541 9/2/70 $10,860
909477854 9/1/70 $30,254 $118,302 $18,020
322211418 8/31/70 $45,114 $8,780
$3,359
168833347 8/19/70 $30,447 $145,720 $5,640
609374475 8/12/70 $5,292 $5,722
577993978 8/6/70 $47,621 $196,036 $17,130 $5,584
7/30/70 $87,621 $258,898 $44,735
192867191 $60,157 $158 $10,420 $3,761
599212303 7/29/70 $86,159 $232,132 $16,250
868372619 7/20/70 $53,643 $9,760
$10,080 $5,910
471846839 7/18/70 $109,719 $21,160 $6,091
737721751 7/12/70 $31,407 $22,210
$11,890 $4,506
281356396 7/9/70 $65,242 $216,583
767844121 7/1/70 $22,428 $120,624 $3,170 $953
846650640 6/26/70 $445 $97,183 $2,555 $27,254
955002159 6/19/70 $58,319 $198,219 $7,330 $8,743
42444682 $66,346 $6,170
189086878 6/14/70 $90,053 $235,649 $17,930
602256369 6/12/70 $45,299 $148,600 $8,930 $1,502
$21,330
527528077 $51,529 $177,583 $9,550 $8,589
714687889 6/10/70 $79,059 $240,683 $14,460 $5,903
623678838 6/6/70 $83,557 $224,864 $33,100
831157828 6/4/70 $11,954 $10,190 $3,090
76330867 5/24/70 $33,572 $7,760 $5,293
853147285 5/21/70 $85,413 $13,920 $4,189
233060547 5/11/70 $74,854 $210,374
915642208 5/3/70 $58,478 $178,204 $16,380
5/1/70 $75,468 $13,140
4/28/70 $17,984 $13,680 $4,814 $980
19658794 4/27/70 $103,207 $26,670
4/13/70 $24,276 $6,830 $5,808 $4,138
4/12/70 $269,107 $11,190 $1,731
695833713 4/11/70 $73,842 $22,340 $4,769 $3,418
15089093 4/2/70 $16,609
860428575 3/27/70 $36,708
102080091 3/23/70 $23,652 $6,770
594587338 3/17/70 $92,948 $302,971 $17,120
898128047 3/9/70 $25,690 $14,750
227540901 3/8/70 $25,294 $6,930 $9,282 $5,388
$58,773 $192,117
3/5/70 $38,494 $29,190
75318000 3/3/70 $62,116 $3,165
286174821 2/26/70 $101,767 $284,160 $14,580 $25,433
496006247 2/25/70 $7,180 $1,855
504971762 2/17/70 $45,828 $149,103 $8,171 $6,409
118938894 2/12/70 $9,370 $3,069
$15,610 $7,857 $5,530
599916659 2/10/70 $142,531 $20,040 $5,077 $1,042
456696568 2/2/70 $100,948 $19,670 $3,449
398404901 $15,958 $111,962 $6,000 $1,541
952193601 1/28/70 $104,420 $44,351
195485302 1/25/70 $52,142 $5,830
246306250 1/22/70 $54,310 $174,139 $5,520
196199984 1/8/70 $72,438 $25,450 $22,443 $5,257
30182732 1/7/70 $15,936 $29,510 $6,111
$12,010
573000902 1/2/70 $170,162 $25,870
325267397 12/19/69 $36,324 $8,030
941849909 1

2/18/69 $22,819 $145,084 $7,160 $4,428
225410347 1

2/17/69 $31,850 $180,601
$53,758 $139,900 $22,540
220428196 $51,724 $148,689 $10,330 $4,790
534495074 12/14/69 $26,911 $18,970 $1,258
422058524 12/11/69 $117,426 $6,970 $26,023
315911975 12/6/69 $34,600 $113,013 $7,860 $558
12/5/69 $28,459 $117,349
951951164 12/4/69 $59,254 $10,130 $6,399
647329362 1

1/30/69 $126,263 $319,400 $8,190 $26,785
389315422 11/28/69 $38,042 $202,967 $15,160
151800477 11/27/69 $26,413 $172,043 $16,200 $8,484
$13,900 $3,682 $6,319
535896650 1

1/17/69 $106,722 $26,520 $3,282
699842192 1

1/14/69 $18,972 $119,932 $588
474290004 11/12/69 $112,687 $292 $12,770 $9,863
560224362 11/11/69 $51,110 $176,252 $12,350 $7,884
370916014 11/8/69 $66,708 $209,538 $11,900
$39,710 $173,759 $21,920 $3,853
656110961 $34,586 $28,174 $5,771
386659377 11/2/69 $134,792 $304,438 $23,560
$23,840
549986445 10/31/69 $38,898 $128,607
159215837 10/26/69 $76,283 $35,477 $3,706
731954192 10/23/69 $19,340 $32,990 $3,463
855248699 10/18/69 $2,409 $2,668
247546886 10/17/69 $29,042 $109,832 $6,370 $3,142
109585337 $34,581 $16,110 $3,062 $3,621
157610837 10/14/69 $10,160 $1,945
751239174 10/6/69 $110,913 $305,472
929525931 10/5/69 $19,355 $95,595 $6,440
916609661 10/3/69 $17,455 $140,978 $12,380
$12,490
9/30/69 $20,631 $110,165 $4,630 $1,875
498721695 9/26/69 $22,010 $136,187 $10,890
707470066 9/24/69 $42,579 $169,596 $24,490 $2,974
9/23/69 $200,175
960204662 9/16/69 $13,180
634458807 9/15/69 $33,063 $17,920
481560203 9/11/69 $71,996 $220,870 $11,700
973759443 9/9/69 $117,106 $297,195 $16,490
735675417 9/8/69
416873592 $30,619 $130 $16,330 $7,829
531657906 $63,425 $222,135 $17,230 $4,927
572638158 9/2/69 $7,132
9/1/69 $88,305 $278 $19,710
549564175 $61,790 $185,253 $10,680 $6,296
8/31/69 $42,774 $144,023 $8,910 $40,998
18937835 8/28/69 $57,553 $196,689 $33,610
649910425 8/23/69 $31,374 $32,820
281918327 8/19/69 $31,806 $140,927 $14,720
922205147 8/16/69 $10,678 $3,242
8/10/69 $7,784
461738989 8/8/69 $9,361 $2,440 $31,992 $3,428
852625368 8/6/69 $78,213 $245,925 $17,630
136288957 $16,810 $1,975 $5,428
363126949 8/3/69 $26,226 $165,178 $23,610
$5,833
14819296 $74,725 $11,970 $5,891
424786843 8/2/69 $27,803 $7,280 $6,322
$6,351 $755
616849636 7/26/69 $57,411 $150,044 $11,280 $3,776
825682464 7/25/69 $47,538 $184,423 $29,840 $3,421
192450296 7/17/69 $18,721 $20,650
907859516 7/15/69 $61,164 $196,346 $21,410
977669325 7/11/69 $57,771 $139,826 $13,320
92788234 7/10/69 $707
379632558 7/9/69 $80,872 $285,859 $29,580
32992474 7/7/69 $67,793 $221,399 $4,517
204766677 7/4/69 $55,307 $174,352 $12,360 $5,278
51716203 7/3/69 $77 $250,064 $9,220 $1,243
914260873 7/2/69 $100,633
515354210 6/30/69 $17,619 $86,310 $16,890 $984
852138669 6/27/69 $37,307 $9,040
486562302 6/23/69 $60,216 $17,420 $3,878
676912383 6/22/69 $26,315 $7,130 $3,246
585301579 6/20/69 $52,120
3660621 6/11/69 $77,156 $11,430 $11,295
463586488 6/7/69 $754 $3,755
904358378 5/29/69 $89,216 $238,191
330594203 5/28/69 $21,313 $140,640 $13,120 $3,236
85897987 5/25/69 $59,388 $183,997 $21,820
751343147 5/17/69 $34,392 $133,262 $8,720
932490405 5/11/69 $28,162 $137,585 $12,680 $49,131
925761563 5/6/69 $15,278 $6,030
900527776 4/24/69 $53,140 $6,810 $36,267
554445650 4/21/69 $54,275 $121,341 $7,220 $1,691
231067135 4/20/69 $77,207 $318,565 $35,118
940687945 4/15/69 $118,112 $339,955 $21,550
140817281 4/7/69 $43,453 $150,500 $8,850 $31,658 $5,007
792867185 4/6/69 $100,731 $296,085 $13,910
521754788 4/4/69 $103,881 $287,047 $14,890
568406779 4/1/69 $40,889 $147,629 $29,990
430670098 $132,463 $362,176 $14,820
791984052 3/23/69 $102,113 $255,135 $19,720 $6,998
822594569 3/22/69 $69,357 $227,852 $2,051
117358712 $13,186 $5,820 $3,518
734467603 3/19/69 $75,891 $222,952 $3,919 $2,424
979385364 3/17/69 $69,512 $187,162 $4,711
239268527 3/10/69 $4,749
862631041 $32,809 $141,859 $8,260 $4,308
307211179 3/8/69 $23,022
47712962 2/22/69 $59,336 $145,621 $10,430 $7,959
185504876 $103,185 $299,281 $11,140
$20,944 $10,510 $40,386
715657559 $18,447 $104,225
769874710 2/16/69 $44,609 $193,747 $8,960 $5,452
266247232 2/12/69 $10,355 $19,080 $4,260
293125805 2/7/69 $49,450 $225,886 $9,440 $1,769
844295434 $175,172 $403,714 $29,470 $4,683
481557745 $2,519 $30,810 $2,630
488795290 1/29/69 $62,607 $15,210
747168718 1/20/69 $22,718 $116,700 $4,448 $5,076
397946751 $91,900 $5,555
$6,130 $3,096
477927525
255981051 1/6/69 $79,192
517219786 $17,532 $6,250
484814016 1

2/24/68 $13,490 $95,447 $31,401 $4,578
12233674 $37,614 $165,402 $16,170
938950466 $1,474
824623191 $160,464 $6,140 $696 $3,858
564361296 1

2/23/68 $89,085 $30,290 $44,291
628205475 12/18/68 $21,230
682665203 12/14/68 $6,719 $100,989 $5,170 $9,402
861034681 12/13/68 $22,780 $116,924 $9,930 $1,641
1

2/4/68 $56,253 $142,627 $6,600 $2,986
1

2/3/68 $58,248 $9,533 $4,206
$14,380 $2,573
816610762 11/29/68 $36,720 $162,538
398527654 11/28/68
963953825 11/23/68
591988159 1

1/17/68 $106,614 $316 $15,260 $5,318 $6,519
720107199 $62,412 $241,054 $10,840
159862019 11/11/68 $90,392 $284,792 $16,910
93202709 11/6/68 $35,053 $125,625 $12,860 $3,920
718113120 10/31/68 $47,623 $4,600 $35,375
575021726 10/26/68 $11,425 $4,780 $2,168 $4,229
213154381 10/23/68 $3,594 $4,960 $2,136
156312663 $20,555 $128,048 $3,327 $13,352
228614537 10/22/68 $30,348 $128,843 $2,118 $4,125
299191262 10/18/68 $99,412 $21,180
$6,249 $10,110 $2,511 $4,066
65828173 10/17/68 $22,988
719424377 10/15/68 $17,398 $8,550
505882905 10/8/68 $54,009 $12,780 $1,288
580354782 $64,365 $4,900 $6,156 $6,217
$22,790
116375554 10/6/68 $18,903 $93,797 $17,330
498874820 $53,633 $183,242 $9,960 $4,646
$18,060
235798867 10/4/68 $115,308 $313 $26,980 $7,506 $6,145
848971280 $93,703 $257 $29,620
762523260 9/29/68 $89,640 $223,021 $21,950 $4,797
137130471 9/19/68 $39,489 $116,150 $10,260
362300367 9/13/68 $112,632 $298,529 $16,550
635871014 8/30/68 $23,160 $2,985
382476479 8/29/68 $30,653 $12,930 $35,666 $1,826
362936198 8/21/68 $71,763 $200,268 $13,560 $9,251
983718507 8/17/68 $29,644 $148,568 $34,880 $46,912 $18,883
225046564 8/16/68 $6,393 $5,540 $2,892
477931183 8/15/68 $38,940 $193,932 $5,390
836240371 8/10/68 $40,851 $181,084 $8,690 $1,570
753037176 8/7/68 $154,493
649002884 7/31/68 $23,533 $115,964 $6,931
617822650 7/30/68 $86,264 $14,930
346258674 7/24/68 $2,480
312709390 7/23/68 $11,878 $110,650 $11,530 $8,837
360068553 $8,136 $1,668
32032663 7/22/68 $66,592 $175,461 $19,530
382628453 7/20/68 $90,693 $257,011
88501670 7/19/68 $106,985 $23,970
113773973 7/18/68 $115,939
654179975 7/16/68 $87,889 $1,105
6/26/68 $26,606 $4,044 $2,394
480353791 6/22/68 $110,404 $278,647 $13,710
974671350 6/18/68 $654 $99,465 $4,670
646602859 6/16/68 $52,714 $159,142 $14,330 $5,896
197539832 6/14/68 $42,492 $163,297 $1,109 $4,431
132609655 6/9/68 $42,456 $149,155 $8,900
542113653 6/8/68 $46,948 $29,080
6/7/68 $9,684 $2,470
521597761 6/4/68 $20,277 $134,375 $24,670 $1,746
477614477 6/3/68
88627202 5/31/68 $7,740 $7,323 $4,306
5/28/68 $33,768 $147,167
215784347 5/26/68 $51,982 $165,805
803846001 5/23/68 $56,782 $192,337 $10,280 $2,548
393144283 5/18/68 $65,651 $288,294 $17,760 $29,471 $7,035
620021234 $83,316 $239,711 $37,720 $19,970
255409354 5/15/68 $41,196 $180,045 $26,220 $5,632
637865867 5/5/68 $6,070 $6,804
696933036 5/3/68 $24,965 $166,669 $15,440 $38,197
499813882 5/2/68 $55,504 $10,150
581341389 4/30/68 $65,048 $212,535 $13,240 $18,524
143062921 4/26/68 $22,654 $23,250 $18,323
759431287 4/24/68 $41,855 $197,553
321756880 4/22/68 $26,112 $117,229 $14,030 $4,277
610090177 4/20/68 $80,861 $222,576 $29,980
307275145 4/18/68 $17,839 $96,399 $18,780
800188388 4/16/68 $27,439 $3,923 $347
10483691 4/14/68 $33,782 $4,259
113155864 4/11/68 $137,663 $303,237 $14,300
642946682 4/7/68 $33,551 $7,960
382405569 4/5/68 $69,201 $224,997 $6,997
697633471 4/4/68 $17,567 $6,360 $2,979
603952631 4/3/68 $14,064 $12,470 $9,237
3/27/68 $44,120 $6,410
642497439 3/25/68 $6,542
566378781 3/24/68 $8,880
946030696 3/20/68 $82,762 $267,537 $12,880 $3,674
704242204 3/17/68 $73,727 $19,210
481666327 3/15/68 $57,017 $202,880 $10,870
9697388 $40,008 $199,854 $16,820 $5,135
$7,780
505765844 3/3/68 $24,323 $16,830 $3,846
374139986 $39,456 $148,093
16084737 2/29/68 $92,817
439078387 2/25/68 $54,909 $6,990 $724
9479318 $38,453 $163,602 $8,153 $4,550
533341484 $32,838 $117,101
64222599 2/6/68 $14,195 $122,416 $5,480 $5,963
853397784 2/5/68 $9,961 $94,727 $5,860
22774460 $70,309 $234,283
518753620 $93,540 $13,950 $1,150
359584472 1/25/68 $31,476 $121,092
248055809 $47,629 $144,222 $6,906 $692
511966190 $58,391 $187,063 $20,400 $1,829
967774042 $16,715 $85,406 $6,190 $5,900 $2,877
$10,440 $2,018 $4,078
449429892 1/12/68 $33,470 $107,174 $4,850 $3,146
1/9/68 $101,321 $11,640
238170161 1/8/68 $48,317 $133,939 $26,686 $4,123
$26,130 $31,532
240498951 1/7/68 $86,794 $19,910 $4,156 $2,772
814038984 $31,908 $20,360 $2,858
920175534 1/3/68 $30,089 $121,900 $31,510 $4,278 $4,321
556992457 1/1/68 $32,381 $16,980 $4,185 $1,941
560240002 1

2/23/67 $17,645
209189911 $190,945 $462,430
$23,690
1

2/18/67 $33,483 $114,256 $11,690
895958947 12/15/67 $19,230 $18,250 $2,039 $4,036
504635508 12/14/67 $67,842 $3,005
228614998 1

2/12/67 $104,421 $21,070
529189787 12/9/67 $77,624 $25,460
976504645 12/7/67 $8,247 $5,200 $3,068 $3,886
58307018 12/6/67 $21,390 $4,552
441256216 12/5/67 $15,292 $15,190
11/30/67 $52,248 $178,076 $2,850
524414536 11/29/67 $26,119 $7,210
161544930 11/28/67 $71,738 $223,313 $5,750
10845956 $119,331 $363,888 $29,230 $12,636
825126475 11/26/67 $2,177 $13,150
195903127 1

1/25/67 $107,482 $304,014 $27,170 $8,303
937686991 11/23/67 $6,068 $56,199
998782166 1

1/17/67 $27,388
434532995 $69,557 $244,291 $11,660
467793698 11/10/67 $51,346 $167,536 $16,650
862544054 11/9/67 $54,464 $197,379 $6,474
202001712 11/6/67 $136,758 $378 $18,380 $28,038
302436609 11/3/67 $17,545 $8,240
85819203 11/2/67 $7,308 $26,020 $10,626 $6,506
11/1/67 $47,950 $187,841 $9,490
166073270 10/28/67 $16,118 $6,380 $7,223 $3,960
128902374 $66,841 $5,732
872231801 10/24/67 $6,622 $5,692
498954294 $17,453 $143,763 $13,250 $35,363
147127907 10/17/67 $89,286 $4,376
331518489 10/16/67 $189,093 $33,600 $37,394
404010326 $97,645 $328,265 $20,900
386495489 10/15/67 $52,469 $1,347
631023812 10/4/67 $34,368 $142,365 $7,640 $6,879
605031175 $81,772 $19,460 $12,338
177594902 10/2/67 $53,194 $19,660 $8,085
808978598 9/24/67 $42,018 $124,856 $18,600 $4,746
485161867 9/23/67 $11,898 $118,273 $10,700
9/16/67 $9,050 $10,152
438954064 9/15/67 $59,905 $197,120
449939222 9/12/67 $29,206 $146,212 $13,390 $4,447 $7,776
798630672 9/10/67 $8,824 $91,593 $9,280 $4,409
876897657 $1,491 $2,922
799528270 9/9/67 $14,744 $613
548725414 9/4/67 $4,060 $9,170
72110926 8/26/67 $72,188 $229,982 $9,790 $3,176
720467228 8/23/67 $30,955 $111,256 $7,800 $2,832
665774189 8/22/67 $67,399 $185,061 $11,520 $2,457
810486505 8/19/67 $109,683 $276,821 $15,670 $30,571
103293644 $36,179 $106,892 $13,030 $4,307
924629937 8/15/67
172244375 8/12/67 $60,950
264762259 8/7/67 $9,830 $7,644
859535772 $2,800
131474282 $11,810
503597559 8/3/67 $64,184 $5,273
170332960 7/31/67 $10,120 $3,928 $2,398
$15,300
747972279 7/30/67 $14,846
438145979 7/27/67 $11,990 $6,867
253401913 7/25/67 $75,512 $20,760
7/24/67 $68,288 $256,646 $5,790
308752476 7/23/67 $62,615 $184,803 $24,660 $2,130 $4,090
54583001 7/15/67 $30,770
333018954 7/13/67 $126,678 $325,815 $20,480
954212606 7/9/67 $77,222 $12,420
137193833 7/4/67 $219,966 $19,680
260262372 7/3/67 $8,404 $78,995
7/2/67 $16,720 $98,989 $16,700 $45,357 $3,970
103962387 6/27/67 $36,763 $175,960 $6,550 $7,475
50686424 6/25/67 $4,564 $13,810 $7,802
855103921 6/22/67 $70,053 $24,100 $4,980
131251943 6/21/67 $67,229 $11,420
207767897 6/20/67 $40,536 $96,634 $8,750 $5,267
985708958 6/17/67 $62,507 $175,142 $32,090 $42,535
244035286 6/14/67 $76,985 $19,500 $6,762 $1,444
64979459 $5,768 $5,280
$9,060 $2,956
501094254 6/9/67 $76,582 $11,500
524945074 5/25/67 $53,770 $183,951 $12,900
644363161 5/24/67 $15,680
988854727 $16,976
5/22/67 $92,192 $5,432
309073153 5/21/67 $76,002 $232,538 $12,300 $8,223
952002363 $24,506 $117,746 $3,585
952181357 5/17/67 $112,094 $15,550 $2,943
919497852 5/13/67 $39,144 $5,410 $23,418 $1,900
281256236 5/12/67 $466,804 $30,470 $6,042
146492809 5/11/67 $213,376 $10,750 $7,476
750533249 5/10/67 $133,640 $6,760 $4,211
134483089 5/7/67 $38,500
741806843 5/3/67 $35,793 $19,960
618434272 5/1/67 $23,660 $4,415 $2,528
384741518 4/26/67 $37,895 $8,490 $6,073
53212074 4/25/67 $34,660 $17,590 $13,154 $3,801
4/23/67 $36,343 $156,621 $3,540 $6,445
275306071 4/20/67 $193,566 $7,080 $3,829
856617507 $93,741 $3,132 $4,324
483050926 4/17/67 $31,275 $118,160 $10,030 $4,486
852897315 $12,790 $4,514 $2,885
380408261 4/8/67 $21,204 $13,450
391361740 4/4/67
591312483 3/29/67 $77,949 $222,584
741358574 3/24/67 $63,720 $18,010 $39,833
183388548 3/22/67 $84,255 $260,802 $16,050 $2,253 $2,121
785949864 3/20/67 $70,298 $11,730 $5,715 $1,882
898834888 3/18/67 $21,357 $3,640 $8,037
908401209 $57,511 $207,946
600777446 $49,920 $9,690
949937496 3/17/67 $12,500 $3,983
619469055 3/14/67 $27,053 $137,180 $4,210 $1,026
331228636 3/7/67 $10,740
499834566 $86,380 $28,710
48564234 3/6/67 $37,320 $157,137 $7,600
967374375 3/3/67 $74,702 $183,767
490879221 3/1/67 $27,585 $79,871
591805741 $4,750 $4,074 $3,432
246580096 2/28/67 $107,325 $10,350
894582197 $7,100
854212281 2/22/67 $57,583 $213,828 $15,950 $4,365 $1,102
720785244 2/21/67 $27,582
716232766 2/20/67 $4,478 $6,780 $7,181 $2,891
751979352 $23,504 $86,581
283869736 2/17/67 $25,749 $128,717 $8,864
640657000 2/16/67 $50,522 $6,691 $2,474
50971962 $8,659 $31,073 $1,398
617081079 2/13/67 $35,119 $173,478 $13,270 $34,233
471142656 $143,531 $8,370
578202014 $9,682 $84,057 $27,790
937321202 2/10/67 $108,287 $3,868
325056561 1/31/67 $143,195 $346,009 $23,860
330676837 1/27/67 $27,462 $11,630
957845672 $86,502
110602925 $86,539 $305,557 $13,350
561876688 1/22/67 $20,430 $1,718
95883281 1/21/67 $111,655 $18,430
635884525 1/19/67 $71,791 $207,232 $15,100 $4,430
474173214 $71,276
184234332 $22,243 $19,470 $35,577
599982867 1/11/67 $21,400 $14,790 $6,373 $4,007
135671993 1/7/67 $76,767 $5,330 $3,319
826845293 1/5/67 $26,933 $141,200 $8,040 $23,659
674928177 1/4/67 $28,430 $4,340 $39,168 $2,777
756376204 12/29/66 $21,944 $128,776 $7,270
$6,890 $36,000 $3,429
250492527 12/27/66 $60,050 $212,562 $11,480 $17,493 $5,395
12/25/66 $17,700 $77,907
640966006 1

2/24/66 $2,270
643834106 $52,466 $187,881 $6,750 $582 $2,940
296249489 12/21/66 $13,847 $129,852 $6,080 $2,321 $3,559
130989382 12/20/66 $85,402 $11,180 $5,924
12/14/66
886605271 12/13/66 $9,640
348362424 12/10/66 $42,667 $8,130 $5,398 $4,405
621871330 $42,139 $143,454 $22,000 $5,396 $6,597
207425211 $100,057 $215,744 $11,250
340152817 $51,554 $13,990 $2,551 $6,040
997497927 12/6/66 $54,968 $146,784 $10,040
12/5/66 $77,021 $196,820 $10,400
112021214 1

2/3/66 $4,196 $4,995
246836587 1

2/2/66 $19,063
3246903 12/1/66
450050908 11/24/66 $22,901 $87,839 $1,282
548481033 1

1/23/66 $14,937 $126,561 $4,890
198177084 1

1/16/66 $25,037 $14,280
216745844 $46,867
974737751 1

1/12/66 $79,118 $228,495 $4,800 $28,216
889607442 1

1/7/66 $13,812 $5,181
204460974 1

1/6/66 $52,705 $160,953 $22,640 $6,153
559881483 1

1/5/66 $92,052 $295
195844876 10/30/66 $16,502
330583611 10/29/66 $86,187 $241,285
519355814 10/27/66
745157230 10/26/66 $53,041 $147,510 $19,240 $4,445 $2,439
10/24/66 $18,196 $8,510
948206187 10/23/66 $185,796 $9,120
713608494 10/18/66
992004739 10/17/66 $25,544 $4,050 $3,971 $1,736
631279380 10/15/66 $21,380 $3,676 $4,220
511948260 10/11/66 $94,866 $271,416
847136592 10/6/66 $34,192 $13,670
10/4/66 $28,403 $101,889 $15,420 $1,037
563884496 10/1/66 $36,351 $193,200 $11,450 $3,647 $5,413
747464251 9/27/66 $8,700 $4,575
981848801 9/22/66 $22,962 $25,380
741881020 $73,988 $238,468 Lawyer $11,670 $9,302
431008282 9/21/66 $91,431 $26,480
79332543 9/20/66 $92,060 $14,010 $2,982
643790170 $27,939 $4,290
499881804 9/19/66 $83,156 $255,687 $21,830
931221104 9/16/66 $122,916 $12,400 $5,531
898056884 9/10/66 $28,084 $132,519 $555 $4,618
$14,277 $109,348 $1,225
815242706 9/6/66 $67,789 $15,090 $6,430
528960574 9/1/66 $45,808 $130,901 $19,410 $922
969343262 8/30/66 $70,408 $190,139 $11,840
$2,665 $2,907
675764229 8/29/66 $110,353 $284,921 $21,640
138960084 8/28/66
169167240 8/27/66 $19,894 $156,233 $6,790 $16,816 $1,254
113222817 8/26/66 $114,322 $301,530 $17,190 $10,786
814507540 8/23/66 $147,326 $22,520 $3,075
253825018 $7,024 $60,073 $22,300
119472566 $39,156 $19,690
336053398 8/22/66 $58,617 $125,712 $13,690
854714763 8/20/66 $70,565 $241,472 $10,380
$16,280
523359906 8/19/66 $46,780 $142,430 $9,480 $6,937 $9,623
499317554 $86,321 $227,138 $29,160
$26,750 $48,873 $3,949
591152490 8/18/66 $30,863 $97,212
973319273 8/13/66 $67,171 $131,767 $16,780
926900130 8/12/66 $21,124
339412793 8/4/66 $19,296 $4,931
743964218 8/3/66 $9,981 $126,082
13250817 8/2/66 $71,121 $214,821 $11,910
361665026 7/31/66 $74,546 $245,205 $12,250 $3,961
347562336 7/30/66 $102,981 $302,779 $16,680
797163987 7/26/66 $120,665 $353,724
513441767 $13,930 $2,711 $4,910
45830738 7/25/66 $20,822 $76,022 $6,880 $7,896 $866
$5,206 $151,478 $5,980
928944973 7/17/66 $120,322 $26,318
578508252 $40,071 $8,810
7/16/66 $169,916
434062050 7/12/66 $19,824 $94,883 $4,990
851033003 $85,078 $18,390 $8,999
278306856 7/6/66 $56,405 $137,034 $29,200 $21,805
380988425 7/5/66
7/3/66 $13,843 $118,722 $3,480
56372078 6/29/66 $52,682 $185,164 $4,676
104947912 6/28/66 $153,659 $23,520
939439584 6/27/66 $249 $10,590 $4,898
629780029 $83,664 $217,763 $21,100 $2,206
810479400 6/25/66 $58,973 $197,613 $10,580 $20,540
311275244 $37,793 $9,710 $3,161
159757744 6/24/66 $120,175 $9,030
818409833 6/23/66 $9,002
221114276 6/18/66 $86,861 $253,088 $26,030
6/17/66 $37,352 $91,430 $10,950 $8,994
549028108 6/16/66 $83,983 $11,360
897529156 6/15/66 $69,641 $230,290 $22,680 $1,712 $2,044
747301896
717963744 6/14/66 $72,968 $188,061 $19,000
373542117 6/13/66 $163,436 $393 $21,140
463099401 6/12/66 $22,343 $7,030 $1,717
6/10/66 $40,990 $151,286 $4,729
607254373 $72,731 $286,643 $12,070
$20,280 $26,914
253118790 $85,030 $290,127 $23,220
702002572 6/8/66 $33,285 $153,247 $10,610 $3,739
400041881 $70,235 $194,149 $15,850
137064945 6/7/66 $16,080 $2,942
970111737 6/4/66 $24,396 $87,591 $9,310
756075815 6/3/66 $99,663 $11,980
708077771 6/2/66 $36,354 $192,457 $18,730
283695226 6/1/66 $111,718 $304,908 $19,890
21748822 5/30/66 $42,225 $161,986 $16,320
239997288 $25,280
12136446 5/24/66 $29,161 $127,565 $5,359
475331694 $32,708 $31,040 $7,343 $2,375
883604551 5/20/66 $32,364 $152,894 $12,270
660187356 5/17/66 $93,522 $3,500 $42,413
48342958 5/15/66 $101,191 $11,620 $3,807
635899144 5/14/66 $95,584 $265,755 $24,610
5/11/66 $59,473 $203,200 $5,676
715325953 5/3/66 $22,899 $126,382 $7,090
380354092 5/1/66 $5,063 $118,608 $32,370 $6,902
386966376 $16,670 $1,051 $3,966
639146508 $40,205 $3,226
842975105 $44,315 $193,380 $5,930
273701160 4/28/66 $28,395 $137,268 $23,450 $20,060 $3,668
413878027 4/27/66 $82,407 $4,181
$1,794 $3,419
396433851 $26,177 $113,050 $3,469 $1,756
360133721 4/26/66 $9,157 $17,970 $5,548
583108351 4/24/66 $30,504 $7,850 $5,970
728579530 4/23/66 $23,514 $105,036
$7,560
198867627 4/20/66 $53,021 $233,074 $26,370 $17,043
$31,530 $9,620
508727800 4/19/66 $34,682 $183,265 $1,564 $3,269
246910 4/18/66 $53,598 $11,410 $9,867
580269839 4/13/66 $157,263 $36,480 $4,597 $10,839
4/12/66 $77,719 $4,589
442073747 $58,086 $192,350 $10,820
453867386 4/11/66 $111,427 $321,483 $28,180
740350656 4/9/66 $28,182 $122,763 $7,840
339367738 4/7/66 $21,746 $124,207 $15,050 $3,158
405215504 4/6/66 $65,009 $220,639 $14,620 $8,122
4/4/66 $21,990 $144,045
473317996 4/2/66 $113,498 $305,456 $6,974
780584541 4/1/66 $66,803 $193,201 $14,390
987573869 3/29/66 $68,811 $8,670
3/28/66 $49,121 $222,342 $12,170 $3,055 $3,527
839790267 3/26/66 $91,434 $258,169 $9,347
205873423 3/24/66 $14,369 $142,305
$32,280
621667668 $119,869 $23,410 $26,363 $8,535
481579806 3/23/66 $92,707 $6,570 $10,388
233191616 $118,861 $270,664 $16,690
220752009 3/22/66 $262,750 $18,870 $40,521
749031246 3/21/66 $50,086
210529502 3/20/66 $57,334 $196,083 $10,900
841523410 3/15/66 $46,376 $189,029 $11,040
552946822 $77,951 $226,375 $22,310 $8,294
924606887 3/14/66 $93,258 $291,200 $4,538
684758307 3/13/66 $158,124 $366,033 $20,610
145010935 $167,208 $34,993
549352761 $86,451 $261,276
779492973 3/10/66 $34,200 $23,460 $4,675
$6,610 $4,502
588766853 3/9/66 $6,607 $26,940 $11,963
$12,580 $2,421
$15,770 $677
377052151 3/4/66 $30,885 $142,220 $6,772
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829032423 $79,726 $223,536 $18,960 $27,679
960979349 2/23/66 $28,853 $181,865 $4,390 $11,580 $3,357
174395405 $17,340
842349966 2/22/66 $112,762 $274,953 $33,490 $7,239
679555193 2/16/66 $7,838
$10,794 $2,705
418661329 2/15/66 $60,707 $208,744 $2,714 $3,976
157332483 2/12/66 $110,190 $12,520
580100829 $41,583 $145,551
901412520 $12,510 $122,649
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231652123 $40,518 $20,090 $29,738
704750688 1/30/66 $74,409 $243
196628077 1/28/66
542062164 1/26/66 $39,584
283531307 $64,786 $4,979
289244381 1/21/66
327583169 1/20/66 $67,776 $210,356 $22,450
386884607 1/19/66 $12,921 $129,916
$60,049 $196,524 $25,300 $1,552
654805562 1/17/66 $132,410 $339,695
512956250 $6,100 $6,316
931940060 1/14/66
957242334 $58,195 $173,288 $8,090 $504
279092643 1/13/66 $21,460 $27,960 $2,706
914531962 $7,810 $31,379 $3,440
879685396 1/11/66 $4,436
457780259 1/8/66 $15,990 $22,285
675501455 $45,680 $19,040
$66,604 $11,460 $3,351
561039232 $112,943 $307,155 $16,090 $6,868
$33,392 $161,864 $8,140 $4,057
892127176 $74,138 $263 $13,640
960450201 1

2/28/65 $110,125 $308,850 $14,190
417937551 1

2/24/65 $39,662 $11,470 $2,248 $45,338
1

2/23/65 $9,530 $10,270 $1,108
493522906 $101,222 $24,710 $898 $4,249
12/20/65 $92,261 $13,380
723237554 $28,329 $8,010 $5,672
467907264 12/17/65 $54,109 $198,173
373620424 $92,992 $5,110 $5,779
989408905 12/16/65 $91,549 $269,268
573751437 12/14/65 $79,606 $225,962
559736125 $23,953 $10,650 $32,044 $8,363
923317000 $12,067 $119,691 $2,298
$1,118
$16,930
508339617 12/6/65 $92,904 $264,763 $14,060
852469481 12/4/65 $4,562 $55,632 $9,650
466727453 11/28/65 $46,453 $166,667 $6,150
899246192 1

1/26/65 $51,179 $221,920 $19,050
982093332 11/25/65 $6,503 $76,221 $12,480
829430160 1

1/21/65 $45,893 $189,452 $18,990 $29,781 $16,372
67905419 11/20/65 $58,710 $1,332 $5,987
128592293 $82,928 $8,170
237931519 11/18/65 $57,492
424365437 11/17/65 $53,914 $209,691 $27,620 $2,199
678143361 $6,953 $56,355
559016391 $161,846 $32,020 $28,495
819787970 11/16/65 $80,475 $222,266
87857072 11/15/65 $343,404 $19,190
447647373 11/14/65 $22,160 $11,132 $14,386
923320044 1

1/7/65 $17,069 $77,863 $13,510
$114,423
1

1/6/65 $47,689 $143,574 $25,040 $3,964
259085468 1

1/4/65 $63,367 $167,276
251910175 10/30/65 $74,744 $3,883
$8,272
762552558 10/27/65 $37,364 $173,675 $8,640 $43,725 $3,066
712351644 10/26/65 $4,273 $2,596
600514127 10/24/65 $57,244
175563953 10/21/65 $115,617 $257,496 $13,060
462280428 $72,641 $230,443
862203239 10/20/65 $14,194 $87,034 $2,920 $24,767 $7,786
205497667 10/19/65 $20,490
400793877 10/18/65 $54,853 $18,480 $31,830
215898178 10/17/65 $26,128 $140,038 $29,050
634782735 10/15/65 $31,052 $116,137 $13,700 $5,884
197429492 10/12/65 $24,380 $122,245
338407124 10/7/65 $61,220 $237,329 $4,402 $5,236
$2,610
478592104 10/6/65 $87,295 $264,318 $32,190
811953830 10/5/65 $38,362 $5,340
877214038 10/2/65 $91,832 $291,888 $24,910 $4,317 $4,234
598177778 10/1/65 $28,088 $121,722
596890593 9/30/65 $31,810 $1,157 $8,138
956524459 9/26/65 $33,538 $8,250 $38,845
$8,623
159609684 9/23/65 $27,434 $120,044 $13,610 $4,652
9/16/65 $26,550 $33,961
151495494 9/15/65 $7,806 $5,804
627708979 9/14/65 $34,019 $91,875 $8,300
297469485 9/2/65 $102,728 $310,619 $6,033
645904097 9/1/65 $27,581
65561092 $76,847 $2,908
506370377 $15,890 $4,631 $5,586
579392113 $18,077 $104,851 $19,270
792036483 8/27/65 $33,197 $123,199
322057140 $43,821 $205,035
8/26/65 $86,323 $266,214 $6,270
878534648 8/25/65 $109,200 $306,724 $17,840
760837304 8/23/65 $13,630 $17,880
258710008 8/20/65 $17,698 $137,278 $6,670
8/19/65 $45,384 $187,731 $9,810
8/18/65 $71,592 $31,410
122198561 $408 $4,940
634265225 8/17/65 $29,707 $133,725 $8,020 $6,109 $4,994
846741025 8/14/65
225153231 $38,888 $5,082
765985821 8/12/65 $49,098 $182,986 $5,265
543513719 8/11/65 $69,318 $238,256
20341236 $44,572
629946797 8/8/65 $66,358 $11,740 $1,800 $5,711
602933385 $74,356 $233,461 $5,926
8/4/65 $17,753 $113,850 $14,760
8/3/65 $127,167
351251758 8/2/65 $58,991 $162,309 $5,490 $1,423 $7,485
8/1/65 $36,648 $159,565
80817097 7/25/65 $38,307 $151,790 $17,857 $3,730
744442923 7/23/65 $2,785 $1,780 $2,989
521458248 7/22/65 $5,720 $4,005
21552127 7/16/65 $48,292 $154,000 $3,685 $2,175
7/12/65 $37,806 $173,130
$1,324
327103894 6/30/65 $121,279 $325,518
657516250 6/29/65 $26,777 $1,620 $9,769
328558442 6/27/65 $95,438 $260,567 $19,629
747049542 6/21/65 $29,431 $143,149 $22,560
598992107 6/15/65 $62,708 $233,154 $18,000 $51,345 $854
$39,752 $148,049 $21,510 $6,025 $7,680
996649251 6/14/65 $89,983 $20,990
444076869 6/11/65 $25,535 $99,326 $18,270 $30,146
984847529 6/10/65 $9,699 $107,132 $18,120 $6,801 $5,316
$88,882 $264,963 $3,548
179238802 6/8/65 $6,010 $6,682
181936727 6/5/65 $79,445 $12,840 $5,664
381939339 6/4/65 $35,136 $121,175 $15,330
6/3/65 $8,220
21327985 $4,422 $2,091
156399919 6/1/65 $45,843 $158,708 $19,980 $3,138
731551527 5/30/65 $24,554 $105,171
428743100 5/28/65 $114,901 $295,872 Doctor $19,940
317381589 5/24/65 $98,273 $295,335 $28,190 $4,093
198132513 5/22/65 $133,937 $343,257 $18,290
89315060 5/21/65 $59,907 $185,912
947194799 5/20/65
$56,095 $186,866 $599
302263778 5/19/65 $129,682 $17,870
923570380 $8,903 $20,070
225215551 5/18/65 $23,571
303462460 5/13/65 $51,565 $18,110 $759
627042394 5/10/65 $23,439 $113,409 $7,240 $7,551
103995962 5/9/65 $31,389 $158,657
142956091 5/6/65 $113,522 $18,420 $7,258 $5,252
871024631 5/5/65 $125,301 $17,430 $2,946
785553332 $91,963 $25,410 $3,535
5/3/65 $30,432 $138,584 $3,367
200573791 5/2/65 $7,581
209936567 4/30/65 $147,734 $373,987
55839290 4/23/65 $9,670
896636252 4/22/65 $28,719 $14,340 $6,132
811028349 4/21/65 $42,463 $166,941 $20,520
193468872 4/20/65 $49,923 $152,311 $34,700
678110645 4/19/65 $15,363 $18,660 $3,663
826891719 4/18/65 $960
969236692 4/17/65 $42,284 $3,922 $5,059
224701093 4/16/65 $22,510 $123,888 $14,690 $1,230
258811160 4/13/65 $20,299 $66,016 $18,140
287427656 4/12/65 $7,575
805454074 4/11/65 $59,972 $165,806 $23,040 $931
273867814 $16,436 $127,447 $23,320 $3,939 $4,878
260444103 4/10/65 $16,839 $76,152 $7,340
944239689 4/5/65 $105,554 $229,868 $5,300 $7,504 $1,165
57270612 3/30/65 $24,795 $86,848 $14,550
66782260 3/29/65 $55,229 $202,455 $8,390
195051458 $13,343 $155,171
624265914 $86,877 $13,590
307425251 3/28/65 $50,401 $182,057 $14,470 $7,006
15882181 3/27/65 $58,946 $3,210
765242697 $165,026 $413,525 $20,100
881521068 3/26/65 $22,090
565962672 3/25/65 $11,513
259738055 $82,251 $215,483 $10,500
39488734 3/23/65 $34,135 $21,670
826444567 $18,247 $15,480
964792515 3/20/65 $102,480 $277,568 $24,360
630493812 $24,897 $166,510 $7,390 $23,866
908029467 $70,103
948386158 $27,008 $25,190 $1,562
149864726 3/14/65 $14,903 $100,046 $5,403
243879440 3/13/65 $9,573 $114,949 $3,270
785942299 3/12/65 $16,167
738633202 $101,095 $307,596 $17,980
632824663 3/10/65 $46,771 $181,943 $15,250
147750981 3/8/65 $51,497 $219,049 $15,230
307846008 $4,362 $6,510 $7,693
412437607 $33,865 $131,342 $16,350 $6,968
978954247 3/5/65 $19,742 $44,231 $3,336
702824999 3/4/65 $34,887 $156,214 $23,260
559769606 $84,128 $236,963 $13,310
699357023 3/3/65 $6,363 $53,477
874787994 $79,549 $232,259 $11,310
874814220 $28,902 $16,020 $4,442
629304063 3/2/65 $66,706 $19,800
513339884 3/1/65 $96,579 $232,823
538677206 $118,064 $330,500
625343022 $147,478 $400,336 $24,350
749630218 2/27/65 $42,192 $152,848 $25,820
360476883 2/25/65 $113,195 $296,393 $4,975
44982120 $27,908 $136,439
478917718 $6,362 $18,830
2/22/65 $139,801 $386,903 $28,580
678910448 2/21/65 $62,044 $201,347
172787086 2/10/65 $159,559 $387,220 $42,560
918549572 2/9/65 $68,833 $183,087 $21,940
439350485 2/3/65 $44,653 $4,482
721800576 2/1/65 $18,211 $3,050 $1,729
40475918 1/29/65 $1,443
630389997 1/27/65 $85,128 $230,131 $2,911
686507687 $105,953 $31,310 $3,622
774125255 $54,208 $194,465 $1,682
289114892 1/12/65 $95,191 $269,159 $19,150 $7,248
488230129 $71,328 $203,768 $21,320
204838758 $6,876 $15,930
115806457 1/10/65 $28,698 $10,970
130438625 1/8/65 $41,816 $151,776 $15,630
438668799
35225506 $17,949 $100,773 $10,821
69443309 $121,861 $308,486
62426525 12/30/64 $25,989 $137,836
86619122 $21,868 $74,301
362586299 1

2/28/64 $14,942 $95,764 $12,030 $9,925
834345010 1

2/27/64 $79,957 $172,461
238642875 $14,769 $104,027 $17,570
135363189 12/26/64 $83,792 $261,803 $13,280
896217327 12/25/64 $45,931 $159,417 $13,750
645000039 12/23/64 $59,828 $10,880
224200408 1

2/20/64 $2,361 $4,568
309057954 12/19/64 $56,113 $163,622
808419133 1

2/18/64 $455 $17,510
310941047 12/15/64 $37,543 $180,907 $19,020
54576929 1

2/8/64 $88,760 $20,460
12/6/64 $55,353 $203,703 $14,090 $4,519 $1,559
$1,536 $6,961
867949022 1

2/2/64 $45,085 $157,612 $28,300 $8,990
$34,706 $8,852
643156689 11/29/64 $42,025 $138,760 $2,635
765081233 $105,690 $15,180 $46,746
77382913 1

1/22/64 $62,978 $11,200 $2,501
737722324 1

1/21/64 $54,488 $216,444 $13,360 $4,470 $5,301
67770126 11/19/64 $30,337 $7,930
409294365 1

1/12/64 $75,659
182123622 $67,702 $181,552 $48,743
798737201 11/11/64 $45,651 $147,787 $13,760
931672228 $71,827 $193,298 $5,406 $5,979
$22,460 $6,029 $2,964
250018825 11/8/64 $8,701 $80,364 $23,176 $5,913
594117257 1

1/6/64 $76,488 $233,303 $12,650
695037271 11/4/64 $110,883 $5,456
657380352 $466,537 $24,020
88266947 10/28/64 $5,365
297892311 10/27/64 $73,106 $257,856 $20,680
10902340 10/26/64 $122,150 $26,820
258951025 10/24/64 $14,508 $6,450
32293494 10/23/64 $20,986 $2,934
$44,680 $184,181 $9,470
212964079 10/22/64 $73,647 $19,200
350909425 10/21/64 $30,111 $4,510 $7,654 $2,976
725452278 $109,104 $3,349 $5,928
428531409 10/17/64
177140651 10/16/64 $367 $7,360
823178924 $39,741 $5,130 $4,158 $3,492
179892685 10/15/64 $102,902 $4,758
29782827 $64,488 $1,144
757364508 10/14/64 $122,048 $33,570
10/6/64 $33,087 $92,673 $22,950 $4,363
$18,047 $97,247
158766557 10/4/64 $65,102 $233,449 $15,120 $19,508
382334680 10/3/64 $96,291 $14,320 $3,597 $1,700
856394165 10/2/64 $74,315 $225,301 $24,230
$117,579 $296,271 $14,080
356334131 9/29/64 $149,937 $404,842 $19,990 $1,325
$36,390 $5,666
197424537 9/27/64 $62,036 $154,297 $3,913 $3,149
944417458 9/24/64 $32,994 $142,226
141919643 9/19/64 $50,879 $217,901 $17,890 $594
24313434 9/18/64 $74,194 $210,282 $25,610
9/16/64 $8,344 $13,340
798588319 9/14/64 $29,000 $137,510 $17,380 $1,553
989669607 9/12/64 $116,733 $349,837 $10,623
181441361 9/10/64 $37,684 $155,474 $9,788
325063400 $6,330 $6,191
$88,575 $21,099
723410690 9/9/64 $57,241 $11,050
233080640 9/7/64 $60,075 $184,673 $7,510 $51,593
316455627 $77,339 $9,230 $5,347
277875743 $14,835 $133,338 $4,110
498628502 $7,350 $67,463 $2,230
537840281 8/27/64 $29,371 $4,860
$33,621 $173,611 $20,890
440339154 8/25/64 $89,889 $9,590
206196303 $58,228 $12,460 $4,522
887119048 $110,312 $778
90491657 8/23/64 $103,802 $319,590 $34,270
44942139 $76,219 $262,755
128174208 $63,364 $23,330 $5,423
756107829 8/22/64 $16,010 $5,118 $4,410
834726954 8/20/64 $32,634 $131,445 $20,690 $5,898
614524293 8/18/64 $58,941 $190,840
713692930 8/17/64
745217397 8/16/64 $98,918 $23,740 $4,621
8/14/64 $13,365 $5,690 $4,792
755132407 8/13/64 $33,799 $148,536 $8,174
432497940 $22,021 $14,360 $8,748
8/12/64 $13,865 $24,620 $52,507
$46,192 $133,668
321753992 8/11/64 $88,298 $246,895 $24,240
685516044 8/10/64 $49,299 $162,024
463923967 8/7/64 $16,287 $105,347 $6,630
163282829 8/5/64 $43,492 $5,437
767487685 7/27/64 $8,276 $2,330
7/25/64 $2,540 $107,045 $5,220 $7,714
457695790 7/24/64 $59,496 $4,477 $5,297
84888394 $32,494 $124,012 $20,140 $5,105 $2,483
5571922 7/20/64 $52,277 $208,305
391155976 7/18/64 $126,046 $282,938 $37,420 $5,949
71910109 7/14/64 $78,582 $185,020
881492342 7/9/64 $35,643 $180,709
362490912 7/8/64 $19,639 $20,860
305778610 7/5/64 $50,971 $183,050 $518
865577521 7/4/64 $77,556 $26,810 $1,249 $1,530
532877284 7/3/64 $95,536 $25,840
519840483 7/2/64 $152,065 $11,290
121441578 7/1/64 $43,112 $27,330
6/30/64 $59,555 $17,030 $13,272
462775314 $66,662 $206,692
91779998 $31,616 $133,918 $14,430
205348223 6/27/64 $72,167 $19,700 $7,276 $3,332
575278204 $90,456 $10,550 $4,223
777322013 $61,486 $190,316 $3,981
156257492 6/25/64 $127,504 $15,380 $1,973
710348768 6/24/64 $8,920 $6,031 $13,491
687551495 $81,630 $232,014 $32,210
164487932 6/23/64 $112,952 $309,305
694564429 6/22/64
556048283 $88,117 $236,440 $17,400
2718167 6/20/64 $39,322 $6,090 $2,312 $1,743
163145873 6/18/64 $60,714 $13,820 $4,896 $1,399
205543280 6/13/64 $72,389 $213,173 $13,440 $8,185
441024113 6/12/64 $71,379 $31,039 $3,840
391478772 6/10/64 $27,446 $129,102
$108,085
516170161 6/7/64 $16,427 $86,902 $16,920
868816070 6/5/64 $51,912 $162,562 $30,420
345824763 5/31/64 $101,956 $284,104
$28,160
5/30/64 $44,839 $195 $27,030 $5,068
258016112 5/29/64 $64,872 $187,354 $11,490
$7,990 $4,620
667355996 5/27/64 $116,870 $309,742 $11,940 $6,651
872557752 5/24/64 $47,643 $150,050 $7,165 $4,326
664219250 5/20/64 $46,255 $8,194 $4,412
$104,948 $317,002 $18,360 $15,821
617024306 5/19/64 $95,898 $24,050 $4,759
825220621 $51,116 $14,200 $5,459
101731472 5/17/64 $29,250 $159,239 $1,881 $4,127
$23,380
606954318 $98,324 $280,336
484399411 $62,783 $2,723 $7,327
340189270 $59,387 $27,454
274915618 5/15/64 $44,681 $174,091 $783
757352494 5/13/64 $32,601 $136,454
782175592 $345,792
235531258 $6,208
166070636 5/12/64 $4,665
85509028 $54,309 $32,871 $5,728
251253029 5/9/64 $26,372 $180,846 $6,870
129139807 5/2/64 $67,298 $182,676 $15,860
906017228 $21,075 $22,730
797041654 5/1/64 $34,385 $7,788
34269504 4/29/64 $33,522
696858894 $38,370 $146,686
166937468 4/28/64 $3,028 $32,063
608610566 4/27/64 $32,301 $112,763
853734812 $17,617
538704088 4/22/64 $71,903 $261,075 $12,190 $4,688
376021969 4/20/64 $40,457 $974 $6,074
230588236 4/18/64 $74,781
4/16/64 $18,570 $134,014 $14,290
651011044 $46,416 $183,094 $28,290 $4,545
100093408 4/13/64 $4,457 $5,583
736860175 $55,262 $170,646 $10,530 $6,444
288703684 $90,519 $248,221 $7,430
957086884 4/12/64 $5,628 $64,192 $6,820
15387860 4/11/64 $81,125 $25,900
38074153 4/10/64 $58,310 $8,470 $2,186
326820492 4/8/64 $28,551 $128,411 $4,632
835221275 4/7/64 $25,647 $155,005 $10,710 $7,123
885444449 $18,004 $15,290 $3,442
742435591 4/5/64 $72,193 $12,220
822927578 $51,996 $10,200 $41,621
181009972 $84,794 $26,860 $3,590
4/4/64 $48,386 $138,283 $9,840 $38,832 $24,494
382999904 4/2/64 $54,922 $181,427 $18,710 $33,276 $1,475
521555925 4/1/64 $60,855 $23,480
831260007 $106,581 $30,080 $9,185 $12,789
555201745 3/29/64 $116,036 $299,266 $28,470
257833353 3/22/64 $206,595 $9,144
320090672 $141,632 $2,950
537608002 3/20/64 $17,972 $109,056 $14,050 $1,050
485950386 3/19/64 $78,163 $170,975
377113943 3/16/64 $35,907 $160,171 $8,590 $1,278
206064949 $8,746 $127,941 $5,370 $962
949833258 3/13/64 $64,379 $15,030 $8,351
925791877 3/12/64 $85,430 $13,540 $8,062 $22,134
$22,533 $111,447
527413473 3/8/64 $77,126 $242,001 $11,510 $3,079
256969488 3/7/64 $19,681 $21,120
230285211 3/6/64 $17,562
765597052 $55,637 $744
727598473 3/5/64 $16,039 $124,191 $4,010 $38,690
621666580 $15,234 $115,903 $7,535
309208296 $99,767 $16,870 $11,353
30002740 3/4/64 $27,396 $123,548
684096160 3/3/64 $69,592 $11,960 $4,019
651865856 3/2/64 $70,389 $182,499
160351163 $26,127 $150,058 $9,633 $1,069
690716620 $77,486 $232,815
848263735 2/24/64 $62,971 $19,760 $7,908 $2,716
71826861 2/21/64 $154,247 $387,192 $23,940
537754588 $66,452 $23,100 $3,491
635101571 $9,730 $5,426
688381462 $7,163 $6,580 $2,081
475225902 2/17/64 $28,777 $116,463 $7,880 $2,531
41365076 2/12/64 $60,185 $17,730
684356943 2/10/64 $34,235 $139,521 $8,420
212640019 $69,943 $6,573
932686219 $123,260
778998251 2/3/64 $30,782 $8,840
$17,975 $12,320 $7,652
167976834 $105,992 $17,540 $25,379 $4,771
362716446 2/1/64 $7,700 $10,177
60983747 $45,684 $173,040 $24,110
260376055 $52,216 $10,220
706164750 1/30/64 $26,048 $28,370 $16,652
855622174 $22,543 $150,019 $7,250 $3,002 $4,198
850109236 1/27/64 $47,797 $41,303 $3,034
851490998 $6,690 $45,332
462823578 1/23/64 $77,179 $4,966
547238903 $60,755 $11,080 $5,208 $4,091
69005880 $1,344 $14,960 $8,206
108603073
215701512 1/17/64 $70,274 $29,205 $6,686
19829574 $32,655 $148,303
594819618 1/16/64 $75,165 $253,077 $4,943
$25,273 $131,584 $6,740
120991168 1/15/64 $82,478 $273,153 $15,790
505487021 $105,367 $15,540
1/13/64 $10,994 $103,798
113599880 $17,569 $103,278
80874231 $64,530 $5,202 $6,087
941449901 $50,872 $190,621 $35,500
603593796 1/10/64 $24,696 $7,470 $4,350
748612029 1/7/64 $78,021 $223,694 $12,800
93454550 $9,624 $4,027
244926902 1/3/64 $165,624 $30,030
915187005 1/2/64 $82,082 $263,271 $15,280 $21,014
218583141 1/1/64 $129,612 $5,002 $7,939
850354716 12/30/63 $86,997 $234,307 $28,700 $6,459
419268834 1

2/26/63 $172,856
321071750 1

2/22/63 $55,424 $16,260
835345959 12/17/63 $26,625 $5,360
12/15/63 $64,890 $12,760
265250920 $1,886 $55,001 $12,690 $3,692
932076592 12/14/63 $99,325 $253,542 $20,870 $1,994
849544994 12/12/63 $223,333 $13,230 $4,292 $3,649
183158755 1

2/11/63 $78,260 $259,867 $6,011
691739970 12/10/63 $84,393
420936375 1

2/9/63
130470336 12/8/63 $154,577 $397,868 $20,450 $4,645
65900834 1

2/4/63 $77,303 $206,251 $16,880
233361667 $43,222 $199,576
698714681 1

2/2/63 $55,578 $173,187 $22,230 $5,165
259617831 12/1/63 $43,011 $115,957
595361871 1

1/30/63 $114,506 $293,583 $16,450 $11,156 $5,689
234764058 11/29/63 $20,590 $24,139
221875526 1

1/28/63 $67,075 $216,740 $28,680
580771137 1

1/27/63 $43,196 $166,154 $16,430
982914981 $142,997 $333,140 $27,320
800805121 $20,717 $5,179 $3,200
944927413 11/26/63 $3,969
646644539 11/18/63 $71,424 $224,831
911936859 $119,496
741060357 11/12/63 $78,379 $240,848 $7,419
895787911 1

1/11/63 $149,140 $399,270 $27,207
669976904 11/10/63 $30,071 $152,771
789711634 11/9/63 $84,674
480584902 $95,942 $17,070 $2,124
63485032 1

1/7/63 $78,760 $12,980 $32,996
568743363 1

1/3/63 $79,457 $213,122
25356845 1

1/2/63 $75,263 $207,877 $16,560 $5,831
234742148 1

1/1/63 $33,294
566226397 10/30/63 $110,873 $24,730 $5,967
745707863 $48,509 $4,426
$9,950
779798830 10/28/63 $20,926 $122,046 $1,429 $6,086
$9,000 $37,689
$150,426 $16,230 $6,654
321588388 10/27/63 $100,095 $17,520
956452578 $115,701 $6,297
$33,210
242188654 10/25/63 $194,096 $14,730
163811883 10/23/63 $45,034 $175,140 $14,160
857236178 10/21/63 $11,559 $109,456
349219108 10/19/63 $70,313 $211,506 $7,650
378763891 10/17/63 $49,703 $253,132 $42,550 $35,879 $53,571
$6,470
756140580 10/16/63 $80,256 $235,169 $14,860 $2,592
110040093 10/13/63 $15,493 $103,733 $17,960 $1,038
330255772 $32,645 $190,491 $8,360 $7,466
786883988 $36,756
228691526 10/12/63 $16,034 $7,940 $9,459 $4,649
907406700 10/11/63 $127,935
471252817 10/10/63 $272,512
914100327 10/7/63 $7,205 $4,042
875840758 10/6/63
464257651 10/4/63 $46,195 $218 $20,530
753621305 9/30/63 $60,097 $173,562 $28,040
757021407 9/29/63 $10,910 $8,255
869959808 9/24/63 $17,100 $128,888
334144351 9/21/63 $131,335 $352,524 $28,490
605313423 9/19/63 $60,847 $211,273 $8,560 $6,295 $4,296
81476515 $64,599 $189,527 $21,490 $5,846
523929782 9/18/63 $82,780 $5,999 $5,943
673112887 9/17/63 $20,891 $134,406 $2,949 $3,644
201299865 9/16/63 $17,663 $134,466 $20,020
167104722 9/14/63 $18,550 $725 $2,265
$2,481 $18,774
371294473 $31,259 $145,148 $5,571
75194867 9/13/63 $68,436 $2,680
582692958 $78,948 $194,294 $12,990 $39,424
590217372 $77,526 $262,675 $12,850 $8,271
255696249 9/10/63 $48,741 $210,875
552595618 9/9/63 $38,317 $3,008
88279212 9/8/63 $73,430 $235,484 $12,440 $33,999
678210073 9/6/63 $19,790
19049127 9/4/63 $23,232 $136,943
336827106 9/2/63 $83,757 $271,204 $16,140
582259166 8/30/63 $24,612 $21,939 $7,893
922582130 8/29/63 $66,630
483350281 $243,072 $16,480
205112426 $23,372 $2,722
8/28/63 $36,990
$19,217 $120,635
122495361 $89,112 $24,370
$21,430
764303616 8/26/63 $16,212 $143,697
46204215 $114,294 $4,320
543520649 8/25/63 $41,674 $5,436
212957678 8/23/63 $125,646 $266,746 $39,090 $2,157
481741352 8/22/63 $166,406 $410,930 $25,020
377336272 8/21/63 $127,079 $308,335 $33,200 $952
679574710 $32,646 $173,200
328154114 8/20/63 $25,282 $11,160
8/18/63 $19,934 $10,790 $7,797
856909134 8/16/63 $28,326 $145,411 $26,280 $39,535 $8,662
444126807 8/14/63
631501439 8/13/63 $39,019 $182,970 $1,414 $4,440
585851502 8/12/63 $30,884 $184,656 $11,090
8/11/63 $34,057 $204,508 $7,345
974600099 8/10/63 $17,085 $4,070
947019598 8/9/63 $24,681
735267214 8/4/63 $50,750 $10,170 $5,877
943935041 $103,138 $290,185
294816298 8/3/63 $130,540 $344 $27,200
$35,990
99221505 7/31/63 $285,652 $3,547 $2,416
994894155 7/30/63 $109,631 $277,683 $29,960 $7,443
173536416 7/27/63 $12,370 $6,673
195844612 $38,190
$9,850 $23,642
$8,187 $4,023
27227013 7/26/63 $43,680 $164,455 $6,121 $3,116
136807839 $45,451
533080109 7/24/63 $40,339 $173,090 $4,347
734319164 $70,259 $1,630
853266389 7/23/63 $88,236 $12,536
$4,432 $2,494
876321305 7/21/63 $38,946 $201,598
966942320 7/19/63 $30,033 $107,743 $16,310
813480713 $64,755 $244,414 $23,420 $3,174 $3,636
506795126 7/16/63 $37,869 $160,542 $5,290
$8,890
472441773 $160,878 $357,482 $21,260
91970915 7/14/63 $21,873 $118,100
857225282 7/13/63 $62,833
415552524 7/7/63 $102,147 $270,030 $15,310 $6,455 $16,678
228722434 $34,658 $191,264 $8,290 $30,192 $5,984
$24,600 $706
935741085 7/5/63 $33,447 $22,070 $1,990
216924361 $111,446 $16,240
116976170 7/4/63 $16,950
794649863 7/2/63 $40,983 $142,139 $33,960 $1,200
176216757 6/30/63 $51,358 $178,375
840809480 6/29/63 $56,048 $2,045
641066861 $41,424 $615
471622526 6/27/63 $18,700
119788926 6/25/63 $29,741 $8,070 $2,797
164734443 6/23/63 $27,693 $130,324
347083568 $4,765 $2,998
325158489 6/22/63 $39,400 $152,463 $2,034
$37,452 $187,054 $35,720
752768207 $14,418
539919162 6/21/63 $93,067 $10,810 $3,489
111242815 6/19/63 $119,233 $7,054
429155050 6/17/63 $10,632 $16,290
122184095 6/10/63 $79,801 $23,110 $4,993
$24,810 $5,524
372736026 6/8/63 $67,775
478894666 $28,989 $191,192 $21,520 $5,971
389457553 6/4/63 $204,373 $3,423
205548689 6/3/63 $34,329 $156,793 $8,530 $743 $5,013
803840924 $15,358 $125,216 $24,480
634343179 6/1/63 $99,247 $27,080
155015530 5/31/63 $143,787 $16,990
467598138 $76,845
196382090 5/30/63 $26,981 $122,302 $14,410
887711236 5/28/63 $69,714 $201,852 $597 $4,171
$104,424 $13,190 $6,032 $5,937
281621321 5/26/63 $131,090 $360,638 $32,430 $6,514
150348263 5/25/63 $134,361 $356,290 $18,540
$20,921 $124,116
861821383 5/23/63 $35,676
825869639 5/21/63 $145,803 $30,370 $5,872
922831607 5/20/63 $51,626 $168,683 $31,480 $1,007
$3,317
97903138 5/19/63 $80,765 $191,252 $13,840
$6,988
731416415 5/18/63 $53,169 $3,698
682001397 5/17/63 $32,474 $108,745 $8,350 $5,282
128042226 5/11/63 $300 $17,990
711018126 5/9/63 $2,647 $15,340
188967241 $66,335 $241,407
411096665 5/8/63 $19,341 $118,468
782144396 5/4/63 $32,666 $149,170
$2,690
5/3/63 $91,729 $307,043 $16,220 $8,048 $42,499
433559105 5/2/63 $48,901 $210,300 $3,805
30585255 $167,971 $441,721 $2,769
174741273 5/1/63 $77,950 $9,510 $2,987
487053941 $20,494 $1,091 $4,104
501487983 4/28/63 $10,568
867204124 4/27/63 $82,109 $267,268 $3,087
671380948 4/25/63 $68,284 $218,441 $8,330 $4,891
217804427 4/23/63 $27,012 $127,689 $12,410
361438642 4/22/63 $111,961 $16,300
$9,055
5268940
$16,610 $7,354 $6,885
4/21/63 $48,494 $232,930 $5,951
97502024 4/20/63 $7,585 $75,925 $15,500 $6,826
355387646 $8,615 $72,501
$6,271
176171795 $18,320 $8,143 $2,959
4/19/63 $22,362 $126,267 $9,200 $4,633 $3,404
623093701 4/16/63 $47,060 $175,052 $26,170
978351844 $135,520 $336,846 $38,870 $4,976
166887755 4/15/63 $71,487 $248,456 $3,519
510127591 4/13/63 $32,252 $127,659 $5,620 $10,383
703987110 4/10/63 $25,087 $172,361
796760182 $98,573 $289,177
62112142 4/6/63 $53,385 $169,913 $12,590
220926243 $5,093 $5,836
634410685 4/5/63 $20,800 $5,400
810013827 4/4/63 $26,587 $4,936 $464
397105130 4/2/63 $112,555 $323,999 $4,560
792913205 $61,472 $29,850
91566829 3/31/63 $118,551 $378,545 $21,450 $3,502
552882821 $51,353 $6,710 $3,863
3/30/63 $94,958 $321,534 $4,840
112683646 3/29/63 $6,716
331190396 $52,720 $9,460
82813664 $40,834 $205,130
500077378 $29,033 $181,744 $7,867
549794102 3/27/63 $39,811 $139,551 $3,416 $2,557
890494842
3/23/63 $103,076 $269,435 $4,035
82981141
$11,750
12215659 3/22/63 $39,376 $142,985 $4,905
922516177 $40,570 $186,294 $25,188 $5,211
834727069 $10,705 $149,950
208406343 $49,515 $209,725 $14,490
815407023 3/21/63 $121,391 $310,275 $36,420 $2,602
75962232 3/19/63 $50,322 $7,635 $7,106
753477220 $95,525 $264,584
68774627 3/18/63 $111,775
585452998 3/15/63 $110,346 $39,425 $1,813
748665144 $118,971 $31,390 $5,295
689457910 $3,747
811513388 3/13/63
490906103 $77,925 $241,182
715001655 3/12/63 $57,170 $189,135
3/7/63 $19,443 $10,660
491266461 3/6/63 $13,880
215187611 3/5/63 $57,148 $28,170
217535280 $39,786 $15,960 $19,115 $3,455
325809077 3/4/63 $132,953 $318,007 $6,808
590633552
$36,844 $21,660 $20,731 $8,060
752507049 $76,535 $41,790
177725355 3/3/63 $89,509 $265,394 $30,180 $5,288
31306688 $907 $8,160 $5,386 $2,829
280820132 3/2/63 $24,187 $117,768
166671902 2/28/63 $61,320 $23,198
954689183 $51,969 $221,596 $3,488 $2,532
694602815 2/23/63 $34,503 $189,551 $23,790 $39,271 $2,611
676967525 $21,620 $6,259 $2,327
299673154 $100,788 $300,113 $36,970
948821053 2/19/63
181012623 2/13/63 $62,419 $197,290 $16,850
672206945 $27,370 $4,318
35003648 $12,938 $15,520
753124100 $29,412 $149,177 $23,210 $1,247 $2,899
794029734 2/7/63 $66,859 $7,841
897909462
611832164 2/5/63 $33,274 $810
572607255 $2,411 $6,980
894132826 2/3/63 $73,668
763546349 $99,107 $5,486
652428209 1/31/63 $67,036 $240,155 $23,050 $3,777
115247834 $172,039
950231079 $102,382
$23,490 $4,768
$12,546 $4,636 $867
388050397 $33,284 $141,018 $14,640
807784716 $101,575 $282,821 $2,862
841757998 1/25/63 $84,097 $261,399 $14,400 $29,265
262994743 1/24/63 $45,484 $187,068
437754829 1/23/63 $26,011 $133,863
426052953 1/22/63 $48,680 $9,970
608982026 $14,729 $91,594 $14,270
414976092 1/15/63
737454436 1/14/63 $90,886 $30,790 $11,692 $1,760
498745397 $76,837 $250,653
940190872 $3,365 $727
1/13/63 $17,884 $114,530
789161168 $48,710
632868620 $61,462 $203,940
783473090 1/6/63 $105,384 $267,509 $13,800 $31,695
216677472 1/5/63 $62,893
956079350 $21,926 $106,069 $7,166
298601070 $107,845 $322,073 $15,880
$28,591 $13,607
191653305 12/31/62 $105,674 $30,620
425007446 12/30/62 $244,076 $565
114966909 $32,905 $6,014
255379444 12/29/62 $65,149 $18,500
898647663 12/28/62 $131,766 $4,495
506949613 1

2/27/62 $9,880
218091133 12/26/62 $64,677 $11,570
634331854 1

2/25/62 $24,652 $101,872 $7,570 $4,615
590618636 12/24/62 $69,546 $186,300 $12,050 $5,106 $6,386
1

2/22/62 $64,947 $34,920 $1,985
846275552 12/20/62 $45,778 $167,893 $40,554
286855892 1

2/14/62 $6,018 $4,286
357602299 12/13/62 $15,927 $130,924 $6,900 $4,367
967096094 12/12/62 $60,589 $779
15025480 1

2/11/62 $20,765 $3,887
134311337 12/8/62 $32,278 $156,388
517718215 $20,178 $19,785
260084569 12/6/62 $32,537 $173,072
311712495 $58,839 $170,516 $7,380 $22,419
717847943 1

2/3/62 $6,528
271390150 1

2/2/62 $75,587 $3,753
258327281 $69,223 $211,406
566109162 1

2/1/62 $13,509 $1,468
8467576 1

1/30/62 $69,434 $230,609 $3,860
646482568 $98,311
136704049 11/29/62 $27,579 $82,613
804921024 1

1/28/62 $53,476
97393884 11/27/62 $23,510 $32,008 $123,247
207226511 $75,650 $16,570
503472799 1

1/26/62 $44,977 $119,567 $14,780
757941423 $84,199
667355215 $45,590 $172,745 $13,770
422229191 $148,595 $391,168
184370200 11/22/62 $10,310 $890
673524476 1

1/21/62 $6,848 $15,020
554270628 1

1/20/62 $85,731 $4,002 $7,161
822756907 1

1/19/62 $101,077 $22,850
971526886 1

1/18/62 $87,659 $217,976 $26,180
605134285 $12,620
499795467 11/16/62 $76,867 $4,327 $1,304
786298380 11/13/62 $183,039 $23,500
844097212 1

1/11/62 $28,284 $112,574
433204550 1

1/8/62 $76,100 $204,139 $19,860
549233926 $156,346 $20,830
566783428 $16,069 $137,554
625727963 11/5/62 $96,897
11/3/62 $72,019 $5,492
724864903 10/30/62 $2,292
758730369 10/28/62 $42,758 $1,432 $1,808
484973833 10/27/62 $11,607 $132,755
510533127 $20,050 $89,548
$10,690
994635309 10/24/62 $13,090
592286959 10/22/62 $76,930 $280,067 $12,890
133941548 10/21/62 $30,843 $132,741 $8,280
971780579 $42,797 $27,140 $3,348
520572159 10/18/62 $17,775 $8,812
109837109 10/17/62 $75,605 $215,859
387139563 10/16/62 $67,175 $23,340
372756545 $32,520
945484645 $7,450
251992241 10/14/62 $25,513 $164,445 $5,393
974000448 $25,346 $11,790 $31,255
726561765 10/13/62 $78,341 $3,857 $2,763
606624937 10/12/62 $33,236 $165,820 $1,020 $5,052
709233878 10/10/62 $16,251
357622135 10/7/62 $103,620 $288,628
200656328 10/6/62 $27,126 $5,481
173481560 10/5/62 $73,941 $265,035 $7,372 $1,929
718294261 9/30/62 $123,520 $383,731 $17,550
103763168 9/27/62 $27,431 $153,652
584489206 $152,060 $33,380 $14,929
825919843 9/25/62 $30,058 $7,890
158481523 9/23/62 $6,535
998040578 9/20/62 $22,632 $142,769
474922510 9/18/62 $14,941 $127,238 $5,134
880819896 9/17/62 $66,376 $214,022
356731413 $109,732 $9,883 $4,716
652340539 $35,738 $138,610 $4,052
871006470 9/16/62 $14,055
865706634 9/15/62 $46,661 $164,362 $2,977 $39,672
311422974 9/14/62 $29,251
965745421 $28,196 $108,109
405299333 9/13/62 $159,092 $382,687 $1,927
178961571 $64,563 $225,995 $1,290
635477941 $65,715 $240,441
591285068 9/12/62 $29,058 $8,110
88953342
142138141 $122,598 $307,051 $28,800 $2,075
268198790 9/11/62 $60,121 $151,782 $11,210 $4,233
642771567 9/9/62 $143,167 $7,550 $1,499
428282729 $31,212 $155,824 $10,100 $11,626 $2,222
602672341 9/6/62 $36,073 $22,690 $8,193
811990492 9/2/62 $107,937 $297,539 $19,130 $2,487
367189919
148932515 9/1/62 $102,604 $276,929 $5,222 $4,451
710629296 $51,103 $200,025 $17,080 $4,190
108018902 8/31/62 $85,504 $23,140 $21,481
299784097 8/29/62 $29,002 $142,734
417888490 $91,613 $286,674
180454251 8/28/62 $59,558 $179,857
8/26/62 $14,024 $64,600 $15,820 $5,697 $9,467
670510175 $102,769 $235,822
380033719 8/25/62 $80,997
164296206 8/23/62 $125,314
799116077 $7,078
852889031 8/22/62 $135,691 $14,920
844109080 8/21/62 $4,319 $4,155
$140,609 $374,856 $14,210 $7,101
909194817 8/20/62 $1,650
703670778 8/19/62
496944134 8/17/62 $130,123 $32,260
903207853 $14,818 $137,447 $16,710
261603289 $85,267 $273,354 $32,410 $7,427
283223413 8/16/62 $141,969 $19,400 $5,146
305428148 8/15/62 $18,784 $26,827
233104477 8/14/62 $90,295 $240,194
241830346 $591 $11,370
207041439 $97,916 $14,990
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747165582 $111,152 $286,594 $15,410
470828141 $79,301
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478122711 8/8/62 $23,338 $152,954 $39,687
236446168 8/7/62 $75,111 $278,221 $18,580
779542452 8/5/62 $64,020
170839274 $55,242 $183,992 $33,030
855927277 $3,081 $1,245
307042838 8/3/62 $98,655 $272,278
$39,923 $133,822 $16,530 $10,546
161607403 8/1/62 $73,890 $3,660
447424610 $24,622 $135,310 $7,660
924192681 7/29/62 $110,007 $243,816
449577066 7/28/62 $77,025
352733454 7/27/62 $114,636 $300,906 $33,240
69484968 $27,964 $125,832 $6,932
117032293 7/23/62 $22,260 $5,363
279396930 7/22/62 $18,651 $93,886
617583850 $116,092 $33,760 $2,491 $6,261
593603059 7/21/62
106952963 7/20/62 $107,765 $309,216 $24,440 $5,818
375517116 $69,083
453755417 7/19/62 $106,784 $290,821
421438674 7/18/62 $58,694 $210,695
173124759 7/15/62 $101,863 $291,191 $25,850
431463025 7/14/62
139592795 7/11/62 $40,868 $7,414
630541607 7/10/62 $26,425 $127,470
931284804 7/9/62 $14,130
458542755 $62,426 $209,548 $981
429672274 7/8/62 $95,502 $37,180 $1,681 $1,166
$26,290 $7,460
781940280 7/5/62 $47,473 $190,556 $2,981
577158477 7/4/62 $69,874 $212,459
2034339 7/3/62 $38,575 $180,148
313449984 6/29/62 $66,175 $214,792 $686
476279875 6/24/62 $45,464 $4,165
160311489 6/23/62 $116,043 $16,800
$61,517 $204,018 $17,240
6/22/62 $21,484 $40,648
796878456 $36,217 $186,385 $28,090 $2,782
950790157 $79,665 $222,382 $13,170 $2,614
183266180 6/21/62 $30,287 $174,483 $17,580 $10,205
537150897 6/18/62 $32,497 $117,288
507552592 6/17/62 $49,223
322577777 6/15/62 $63,770 $216,280
745862792 $29,915 $124,567 $38,300 $50,724
612064218 6/10/62 $31,874
981419216 $7,093 $5,489
647929536 6/9/62 $44,705 $159,710
585868066 $5,161
497468044 6/8/62 $24,736 $125,297
91828015 6/6/62 $89,596 $271,298
240834910 $57,892 $169,651 $15,730
122456408 6/4/62 $93,190 $288,129 $31,180
6/3/62 $15,035 $101,132 $10,340
773942917 5/31/62 $53,895 $161,774 $5,636
783392526 5/27/62 $62,010
360959842 $22,860 $1,361
642175890 5/26/62 $22,401 $5,186
929031390 5/25/62 $23,048 $132,852 $21,780 $7,234
$20,850 $1,645
702402466 5/24/62 $91,450 $284,853 $6,332
28424739 $7,590
111510092 5/22/62 $22,699
433735514 $48,377 $159,858
843132398 5/16/62 $18,555 $97,618 $45,730
299469508 5/15/62 $102,272 $8,520
890299798 5/14/62 $141,069 $10,370 $663
541831702 5/12/62 $24,447 $143,909
422175609 5/9/62 $55,527 $5,700 $4,865
537843385 $80,576 $245,635
525944499 5/7/62 $41,786 $168,932 $26,320
928838743 $27,509 $22,610 $812 $2,932
258355237 $104,539 $314,427 $26,230 $5,046
639459108 5/6/62 $55,076 $245,993 $16,400 $6,872
828182123 5/3/62 $28,907 $162,439 $4,383
746307108 5/1/62 $95,102 $5,150
377087259 $90,224 $29,330 $9,512 $6,480
869866364 4/29/62 $80,183 $8,385 $3,439
992927524 4/28/62 $17,372
2915389 4/26/62 $50,822 $161,182
4/24/62 $16,071 $120,881 $5,240 $8,100
315593814 4/23/62 $91,045 $206,587 $27,390 $2,215
675699530 $55,922 $5,580 $12,048 $7,552
439272478 4/22/62 $11,629
314541945 4/21/62 $26,816 $30,605
446316742 4/17/62 $26,500 $169,170 $30,081
317716317 4/16/62 $72,314
485247868 $105,758
490977666 4/15/62 $83,419 $297,024 $3,771 $5,027
468784498 4/13/62 $78,124 $13,010
493410573 4/11/62 $34,622 $188,514 $20,170 $7,875
845037017 $33,216 $30,340
289365421 $92,633 $268,718 $33,220
273566676
765278034 4/10/62 $87,762 $277,357
811340196 4/9/62 $5,590 $90,639 $24,770
794644381 4/8/62 $7,421
619949605 $65,402 $202,381
406648980 3/31/62 $45,426 $146,780 $9,740 $5,030
407472341 $34,052 $124,094 $14,000
510069049 3/30/62 $49,500 $178,997
319835081 3/29/62 $125,309
195286517 3/24/62 $86,372 $256,431 $14,670 $32,575
3/23/62 $136,306 $8,939
662721687 $123,358 $325,560
791722844 $74,519 $15,220
3/21/62 $64,927 $184,518 $35,270 $17,425
181750125 3/20/62 $135,035 $353,160
954222851 3/19/62 $70,495 $39,614
339297128 3/18/62 $30,848 $160,731 $31,500 $7,957 $3,425
670843765 $16,829 $150,388 $23,830 $5,159
220509569 3/17/62 $35,718 $145,487 $2,144
930441156 3/16/62 $15,150 $2,876
$73,783
$7,373
664291918 $64,066 $4,650 $5,381
680504635 3/14/62 $48,252 $167,093
223978655 3/12/62 $124,587 $347,575 $13,960 $43,183
212135499 3/8/62 $42,878 $158,179
327882186 3/6/62 $80,883 $982 $2,753
902126958 $82,444 $226,818
728563911 $64,668
508400544 3/5/62 $86,075 $12,540 $3,452
$4,503
342815012 $62,894 $245,334 $23,120 $36,320
$43,711 $1,511
761686417 3/4/62 $12,455
298800248 $47,554 $150,128 $18,230
228836936 $142,513 $329,320 $29,540
764936907 2/23/62 $97,266 $252,596 $4,048
726519526 $17,197
128512755 $182,713 $429,722
718230034 $11,754 $108,868 $18,190
$9,270 $4,580
$164,213 $13,500
885229005 2/18/62 $84,041
743325108 2/16/62 $50,556 $186,221 $3,742
346673007 $31,725 $148,396 $3,810
975878707
860497328 $56,637 $177,360
490621422 $82,971 $240,550 $23,710 $4,549
935010485 2/10/62 $205,211 $2,718 $4,804
47891288 $48,737 $224,515
254189245 $15,739 $138,776 $4,772
278472793 2/9/62 $235,987 $11,270 $2,471
620550828 $32,053 $18,930
17347314 2/5/62 $111,183 $314,817
227625585
843851522 $89,343 $251,826 $6,265 $3,643
92890623 $54,349 $212,419 $10,630 $1,381
707840499 $22,148 $3,904
953490169 $34,038 $161,587 $15,450 $3,721
110229597 $88,137 $256,436 $17,680 $25,208 $5,847
$38,128 $139,340 $23,350 $1,901
695023156 $39,777 $123,004
539729665 1/24/62 $133,335 $21,740 $975
411968682 $58,571
444239866 $85,208
939401184 $6,195
243016778 $43,290 $158,771 $23,640
384934557 $6,478 $114,124
$16,790 $17,919
415370360 $16,590 $1,234
325517636 $45,282 $170,166 $7,136
403993158 $40,012 $200,016 $3,119
250440546 $17,110
785681885 1/15/62 $14,349 $104,061
737642191 1/14/62 $113,153 $281,454 $38,340 $3,841
896459445 $45,147 $199,373 $23,588
666444862 $96,188
26115892 1/10/62 $49,340 $191,449
894690113 $47,043 $210,595
87441875 $49,548 $7,120
718157186 $35,377 $170,101
398891963 $53,840 $162,697 $2,577
238107035 1/7/62 $24,933 $112,656 $5,095
1/6/62 $9,664 $147,749
595639353 $16,238 $65,155 $1,498
$5,342
317571358 1/1/62 $12,262 $14,610
33092467 1

2/26/61 $55,341 $180,901 $19,220 $12,204
112627910 $85,292 $227,344 $13,730
904168254 $38,200 $167,131 $5,824
738458916 12/24/61 $93,094 $14,710
330863774 1

2/22/61 $6,398 $109,751 $5,840 $6,247
160214293 $158,489 $415,676 $1,137
437203358 1

2/21/61 $41,486 $16,210
288732715 $39,324 $151,114
991813736 12/20/61 $74,246 $237,469 $5,326
445227197 $72,447 $230,332 $23,670
311882294 12/19/61 $86,754 $31,966 $1,483
23140583 12/17/61 $27,606 $94,925 $7,278
16612628 $40,091 $154,672
521516607 12/16/61 $117,782 $323,295 $19,440
892208080 12/14/61 $107,961 $333,680 $16,970 $2,374
359370161 $93,766 $7,060 $1,757 $1,834
$24,850
151974498 12/10/61 $40,924 $203,314 $9,290 $539
1

2/8/61 $79,846 $3,903
$28,292 $14,600
890304378 1

2/6/61
374610346 12/5/61 $73,897 $244,387 $16,390 $34,941
769341506 1

2/4/61 $112,814 $361 $25,630
687584010 $54,416 $186,564 $15,800
475630863 1

2/1/61 $31,722 $127,110 $12,660
1

1/30/61 $18,127 $129,798 $2,745
428914455 11/29/61 $53,059 $220,548 $18,450
665731103 $58,561 $182,367
741216115 1

1/27/61 $97,671 $257,408 $22,660 $1,371
143402953 $117,454 $338 $21,690 $5,373
391209907 1

1/26/61 $24,672
702299469 $32,924 $170,564 $8,000 $39,722
40478781 1

1/25/61 $17,589 $132,645
574380692 $32,542 $109,803 $43,599 $2,105
860220655 11/21/61 $62,409 $217,421
378878415 1

1/18/61 $101,120 $246,196 $28,220
528375582 $138,854 $410,049 $19,090
786943800 $11,303 $1,589
695588460 1

1/17/61 $30,735 $136,298
672724800 1

1/13/61 $114,212 $249,564
25537181 $32,447 $143,714
962330881 1

1/10/61 $17,028 $5,511 $5,905
$33,489 $148,212 $2,461
515691652 1

1/9/61 $15,889 $95,776 $30,050 $13,182 $7,919
600539751 $117,219 $337,915 $17,950
981783222 11/8/61
116102677 1

1/6/61 $2,149 $72,889
77489717 $53,532 $4,617
94764565 11/3/61 $34,319 $202,323 $13,460
661078597 $92,242 $233,525 $33,887
573931423 1

1/2/61 $10,486 $66,515
983789161 1

1/1/61 $58,193 $199,571 $26,650
910732664 $81,024 $223,678 $21,480
432540109 10/30/61 $21,571 $109,536
309200965 10/28/61 $10,653
632192290 10/27/61 $25,835 $109,685
352494327 $81,447 $275,745
480878422 10/26/61 $146,981 $384,011 $21,900
800368765 10/24/61 $14,098 $60,733
3116230 $23,636 $98,166 $6,882
772794453 10/23/61 $39,005 $3,255 $50,818
739530069 $2,140 $61,482
295371630 10/21/61 $3,136 $14,230
482073984 10/20/61 $106,267 $14,810
330453426 $48,484 $190,992 $5,726 $6,435
798858669 10/19/61 $59,578 $11,260 $4,566
10/18/61 $62,177 $178,852 $7,300 $4,717
$5,484
721196389 $12,717 $24,740 $9,245
427129430 10/16/61 $133,913
655557135 10/15/61 $103,323 $312
349140341 10/14/61 $90,075 $271,397 $30,110
928682529 10/11/61 $9,388
335375976 $62,361 $185,738 $11,540 $3,481
733718803 10/10/61 $43,036 $9,600 $4,111 $4,368
524930126 $43,720 $203,213 $11,820
319208734 10/7/61 $41,230 $25,730 $1,410
334427380
728201536 $20,148 $14,850
357448350 10/6/61 $62,756 $175,085 $11,836
490897115 $142,002 $345,671
$27,750
839444177 $31,831 $111,405 $8,480
209684356 10/5/61 $20,449 $143,283 $16,580
547376272 $156,060 $381 $25,230 $8,207
89485818 10/3/61 $67,347 $240,436
731682418 10/2/61 $82,527 $2,413
20854754 9/30/61 $185,867 $502
297184888 9/28/61 $97,821 $268,333
976490313 $29,688 $131,833 $14,910 $5,991
800556705 9/26/61 $50,718 $16,340 $29,017
151888879 $46,928 $161,908 $4,939
202517761 9/25/61 $48,207 $179,539 $22,180
132295153 $10,521 $24,580
296934811 $10,631
20607337 9/24/61 $17,290
490356885 9/23/61 $35,653 $135,668 $8,870
374132307 9/22/61 $73,677
980076743 9/21/61 $70,851 $205,840 $20,330 $596
563458110 $93,840 $233,716
864369519 9/18/61 $5,225
578571131 9/17/61 $30,822 $125,424
715183798 9/16/61 $178,356
402500824 $35,311 $179,004 $19,510 $956
258417857 9/11/61 $125,191
838040941 $15,413 $91,720
976068152 9/10/61 $75,432 $8,035 $21,823
9/9/61 $15,252 $146,062 $3,030
983362961 $71,179 $226,918 $17,560
847568213 9/8/61 $33,151 $184,852
536514165 9/7/61 $14,560 $99,549 $7,918
$15,635 $1,906
46606719 9/6/61 $3,157
9/2/61 $48,793 $1,206
17740614 $50,015
600990397 $30,483 $148,848
111008804 9/1/61 $98,120
525918644 8/31/61 $5,920 $2,827
793568911 $70,111 $197,824
853243446 8/30/61 $38,819 $128,779 $5,680 $4,666
450249244 8/28/61 $282,292 $33,530
941981940 $26,263 $125,375
19803940 8/27/61 $223,035 $2,721
855292358 $93,831 $279,303 $6,500
8/25/61 $4,542
178507265 $122,439 $24,900 $18,856
697949195 $97,608 $239,022 $20,160
699397070 8/24/61 $97,801 $276,815 $27,630
376841098 $99,788
949231860 8/23/61 $21,073 $91,827 $4,657
42969177 $32,725 $178,282 $8,570
292519290 8/21/61 $60,854 $29,170 $4,541
495742019 $42,245
100737644 8/19/61 $95,197 $281,124 $20,730
8/18/61 $29,674
859880640 8/17/61 $51,773 $185,145
421896035 8/13/61 $29,624 $151,927 $6,119
274597013 8/10/61 $8,117 $99,799
576782158 $74,378 $232,956 $19,590
235789990 8/8/61 $10,408 $126,847 $6,340
908411110 $107,333 $291,184 $5,344 $3,101
611621243 8/7/61 $15,755 $112,616 $14,440 $1,413
649678964 $19,550 $6,436 $8,349
751381133 8/5/61 $69,604
599078035 8/4/61 $21,147 $135,174
183450284 8/1/61 $25,123 $101,352 $11,710
719717427 7/29/61 $33,237 $139,952 $2,588
978503862 7/28/61 $34,734 $138,910
7/27/61 $94,513 $256,582 $19,120
990812546 $51,176
983246897 7/26/61 $43,476 $156,267 $7,145 $5,769
329152754 7/25/61 $40,180 $164,346
100896763 7/24/61 $23,864 $15,240
$97,114 $25,530 $1,204
617731684 7/23/61 $138,953
594389933 7/20/61 $40,248 $166,402 $4,162 $5,457
581067116 7/19/61 $22,319
112992003 7/18/61 $88,981 $252,797 $4,986 $1,031
178900296 7/17/61 $100,796 $16,860 $3,011
937660052 7/16/61 $71,263 $193,720 $29,447 $1,909
7/15/61 $101,267 $279,674 $15,430
8698424 7/14/61 $339,360 $38,260
294453398 7/12/61 $61,957
810025621 7/9/61 $15,216 $134,163 $8,650
707920893 $127,903 $348,479 $18,090
797612365 7/7/61 $3,151 $107,534 $3,826
539395464 7/5/61 $60,026 $2,353
236189047 7/4/61 $34,648 $10,760
316450995 7/1/61 $29,879 $15,590
$19,630 $3,587
498146968 6/29/61 $23,711 $7,670 $5,759
806403359 $26,537 $144,593 $4,863
294363631 $118,057 $298,339 $19,390
122634205 6/28/61 $21,852 $115,923 $17,450
34880842 6/24/61
739942601 6/23/61 $64,160 $21,530 $1,913 $3,386
492484970 6/22/61 $73,578 $8,860 $5,483
85768488 6/20/61 $30,886 $9,267
36299960 $61,564 $223,120 $27,260
215337475 6/18/61 $48,606 $224,500 $17,810
668346653 6/17/61 $122,423 $32,460
56143832 6/13/61 $122,492 $33,250
492650652 $126,105 $398,812
545422306 6/12/61 $21,001 $110,313 $6,055 $2,746
569865972 6/11/61 $40,542 $24,066 $15,871
834721148 6/10/61 $10,609
172047840 6/9/61 $111,642 $22,880
254748338 $50,104 $241,191 $6,384 $5,610
880941719 6/8/61 $7,050
272221383 $99,207 $303,759
456720318 $25,570 $5,853
483052498 6/7/61 $48,021 $170,963 $17,090
779818728 6/6/61 $28,409
940289216 $57,684 $189,247 $5,892 $8,714
61125369 $61,749 $138,681 $1,191 $6,787
694026286 6/5/61 $24,417 $148,217 $10,192
877092530 6/4/61 $57,925 $144,063
667157292 $305,294
489119985
$7,052
503363297 6/2/61 $47,366 $1,804
576805641 6/1/61 $2,437
515421877 5/30/61 $37,754 $138,823 $12,080
702961342 $99,501 $28,850
529201050 5/28/61 $145,073 $406,547 $19,810 $7,692
556594800 $26,006 $8,342 $2,855
934442389 5/27/61 $185,558 $27,970
474471712 $83,053
22340563 5/25/61 $7,528 $113,809 $8,080
631867230 5/24/61 $23,221 $108,815
133081925 $40,197 $160,874 $9,720 $4,322
333907914 $86,648
7171634 5/23/61 $77,505 $201,937
344418903 5/22/61 $40,342 $189,439
$9,330
$57,833 $160,429
273134987 5/20/61 $730 $98,248 $13,830
291166495 5/18/61 $26,074 $167,980
947448833 $89,065 $229,172 $1,155 $5,143
614598081 5/17/61 $34,984 $165,512 $22,400
135293295 5/11/61 $44,575 $164,145 $3,787
403517745 5/10/61 $136,334 $340,085 $21,130
211644243 $6,815
822799610 5/6/61 $30,592 $160,256
634473118 5/3/61 $46,061 $18,910
744594228 $57,371 $251,268
908301475 5/2/61 $57,890 $3,338
975028765 $39,547 $129,938 $27,940
81228703 $27,027 $133,854 $12,330 $2,888
922780757 4/29/61 $54,064 $201,418 $2,307
372359404 4/28/61 $140,599 $365,669 $19,360
853538977 4/27/61 $296,962 $27,800
828110175 4/26/61 $172,670 $455,410
711833264 4/25/61 $37,580 $173,495 $5,260 $8,671
983095699 4/21/61 $22,036 $158,037 $7,500 $9,416 $5,629
546165867 $24,578 $141,220
492469605 4/20/61 $181,453 $460,598 $19,336
165680415 4/19/61
64211058 4/14/61 $113,408
511494009 4/11/61 $152,554 $9,450 $1,584
$12,216 $5,560 $2,080
$2,703
567478451 $116,933 $372,067 $25,740
786755285 4/6/61 $31,615 $151,255
$868
$47,096 $1,283
552499053 4/3/61 $10,560
416168600 4/2/61 $137,897 $335,993 $38,774 $5,603
670318770 $61,159
$21,030
$26,460
3/31/61 $51,551 $177,942 $2,605 $3,379
$5,563 $3,220
320781931 3/21/61 $39,338
981652948 $354,624 $7,733
40149003 $68,328 $1,011
313119300 $20,145 $128,953 $38,063 $5,192
599662759 3/20/61 $100,355 $28,670
686048949 $92,395
404697533 $69,618 $212,888
3/19/61 $69,530 $224,447 $48,188 $5,015
949108478 $30,433 $137,925 $12,560
883295992 3/18/61 $14,525 $115,933 $28,820
779599826 $23,297 $7,630
40909627 3/14/61 $100,123
449194312 $59,395 $209,595 $1,306
50201699 3/11/61 $10,287
421212802 $37,999 $171,351 $6,120 $37,481
209084148 3/9/61 $19,207 $13,591
162660275 $136,645
382990882 $72,350 $199,487 $33,070
109627178 3/7/61 $22,938 $14,170 $9,785 $5,862
920026768 3/6/61 $112,581 $303,728 $33,656
253645907 $93,898
190619309 3/4/61 $21,119 $136,098 $3,931
124631828 3/3/61 $43,851 $135,243
327391690 $137,075
749101224 3/2/61 $2,185 $1,897
556361486 2/28/61 $123,567 $13,860
2/27/61 $105,307 $281,950 $30,260 $1,696
943487889 $28,065 $112,596 $4,310 $781
313924118 $35,183
899830494 2/25/61 $83,937 $234,151 $10,851
$104,288 $19,450
2/23/61 $13,337 $106,321 $6,920
685834429 $77,830 $157,793 $9,937 $5,064
$7,099
536957751 $90,487 $245,441 $14,350
139087691 2/12/61 $985
$4,656
727223664 $91,952 $282,565
$7,898
275865578 2/9/61 $72,901 $243,300 $15,200
718354640 $26,917 $153,466
372095759 2/7/61 $48,630 $2,870
721468372 $28,231 $182,332 $8,120
112761325 $19,122 $1,519
865040392 $79,678 $255,154
650499609 2/3/61
$709
$3,430 $1,005
2/2/61 $47,604 $212,673
496954522 $58,820 $181,915 $4,528
187691973 1/31/61 $72,864 $7,171
70441660
387596331 1/28/61 $62,290 $223,013
$7,003 $9,249
231947709 $93,228 $4,913
363562624 $67,053 $40,315
159800187 $85,100 $256,407
101209161 $73,664
822649543 $15,614 $104,999 $995
170319968 1/23/61 $23,536 $98,782
861210729 1/22/61 $127,783 $314,273
1/20/61 $3,333
228973436 $16,596 $86,339
335529811 1/19/61 $64,345 $10,210
606041694 $51,620 $10,460 $3,897
621184691 $45,468 $201,166 $30,600 $38,664
58776949 1/16/61 $9,173 $6,220
649479121 $66,812
232047823 1/15/61 $166,861 $6,940 $4,491
527126964 $83,458 $232,182 $28,260 $9,298
305188907 1/11/61 $77,725 $23,950 $3,718
946949662 $183,880
$82,078 $227,011 $33,036
523236280 $46,138 $196,543 $14,954
461261108 $6,611 $122,610
630392631
285354802 1/5/61 $102,020 $5,306 $3,726
699677378 1/4/61 $83,304 $234,493 $17,600 $8,109
$16,160 $20,337
673874527 $90,596
124842918 $81,040
169013078 12/31/60 $311,732 $17,690
960411098 1

2/29/60 $38,212 $160,245 $22,320
24617929 $57,936 $203,583
651116330 1

2/26/60 $22,746 $192,479 $26,300
774052555 1

2/25/60 $125,157 $2,896
193424818
480603491 1

2/24/60 $428,605 $22,280
314329596 12/22/60 $92,917 $722
287982920 1

2/21/60 $149,453 $390,144 $20,250 $5,040
141445656 $103,951 $3,987
$7,765
1

2/20/60 $18,348 $92,593
131421512 1

2/19/60 $52,506 $210,236 $41,570 $10,584 $2,297
166585759 1

2/18/60 $37,769 $15,070
471431816 $9,617
309336404 $10,090 $6,753 $5,336
541025434 1

2/17/60 $7,619 $22,630
764551255 $45,734 $222,653 $3,296 $2,156
238589399 1

2/15/60 $81,976 $273,051
214961196 1

2/13/60 $29,699 $136,999
336896255 12/12/60 $159,691 $379,686
598752269 1

2/11/60 $58,530 $238,054 $2,775
489173067 $50,978 $201,696 $25,080 $36,473
532074764 12/9/60 $91,424 $247,423
$87,708 $20,260 $934 $3,833
987326546 12/8/60 $90,647 $251,629 $13,740
523439612
161966320 $17,724 $147,657
968418547 1

2/7/60 $58,833 $193,644 $4,611
$20,750 $8,403 $2,856
34682975 1

2/6/60 $44,809
905237668 1

2/4/60 $143,199
196187695 12/2/60 $42,229 $167,121 $1,232
400158258 1

2/1/60 $141,365 $365,297 $31,140 $10,976
219393180 $126,747 $311,195 $3,381
467183708 1

1/28/60 $46,947 $150,812
455134311 $33,219 $149,415
234885740 1

1/27/60 $60,107 $206,738
99663482 1

1/26/60 $148,642 $391,294 $20,880
11/25/60 $40,662 $154,033 $35,134
277764598 1

1/24/60 $2,726 $7,534
937056883 1

1/23/60 $27,419 $135,907
691688822 11/22/60
933955877 1

1/20/60 $74,705 $217,457
58029490 11/18/60 $50,688 $238,411
517499377 1

1/17/60 $14,782 $127,970
741663347 $107,958 $273,174 $24,270
$6,825
8649966 1

1/16/60 $90,212 $2,904 $1,185
61688827 11/14/60 $104,023 $323,456 $11,030
1

1/13/60 $70,862 $225,345 $5,005
716341380 1

1/12/60 $22,613 $10,940
172288864 1

1/11/60 $47,458 $20,270 $21,712
859415338 11/10/60 $26,199 $88,066
632976850 11/9/60 $64,780 $22,050 $2,969
631156349 1

1/8/60 $35,362 $8,940
997931907 1

1/7/60 $134,576 $1,841
1

1/6/60 $20,075 $117,035
318963239 $90,635 $251,424
763072887 1

1/4/60 $92,702 $276,313
474604095 1

1/3/60 $75,946 $229,313 $4,017
863265495 $89,712 $988
16259639 11/2/60 $52,052
880446977 1

1/1/60 $86,737 $231,682
$31,906 $141,079
158787596 10/30/60 $215,158 $1,643
518032759 10/29/60 $134,460
495744342 $6,843
812467239 10/28/60 $26,454 $131,738 $8,050 $7,607
898993547 10/24/60 $10,666 $5,600 $3,766
132147876 $140,469 $351,523
$14,054 $98,184
449413681 $10,206
362967186 10/23/60 $32,188 $174,247 $5,399
303882803 10/22/60 $111,240 $366,164
673724280 10/21/60 $84,464 $266,846
491050222 10/20/60 $158,683 $1,814
706579289 $94,726 $268,126
379583651 $180,150 $6,349
511839750 $58,544 $215,542 $26,050
$94,059 $286,323 $4,914
$32,530
$42,320 $2,638
439469056 $6,929 $79,415
522831508 10/16/60 $76,150 $219,917
870837092 10/15/60 $6,827
751826134 10/12/60 $69,514
10/11/60 $34,237 $108,663 $7,730
908838480 10/10/60 $39,512 $2,054 $1,634
640459101 10/9/60 $48,738 $214,103 $5,115
19903973 10/8/60
595370930 $39,857 $147,280 $17,940
705448628 10/7/60 $80,021 $264,048 $3,047
$9,500 $7,014
755684786 10/6/60 $33,893 $210,190
659742958 10/5/60 $30,119 $157,162 $8,410 $35,909
691573828 $30,394
158892686 10/4/60 $93,612 $268,445 $17,820 $7,905
802328969 10/3/60 $1,076
$43,971 $186,086 $16,540
127717772 10/2/60 $69,842 $197,667 $1,421
9/30/60 $178,545 $4,526
92929403 $55,246 $210,896 $9,011
15041971 $77,914 $234,761
$8,156
487754398 9/29/60 $153,236
528487556 9/28/60 $40,177 $120,876
7936658 9/27/60 $49,652 $208,319
838260596 9/25/60 $89,362 $243,922 $2,017
77257945 9/24/60 $57,744 $213,239 $11,170
815106474 $33,037 $118,221 $5,829
300442475 9/23/60 $50,891 $194,126
62746989 9/22/60 $51,814 $15,170 $5,446
391162157 9/21/60 $101,105
123925752 $103,142 $294,037 $33,399
242992650 9/20/60 $26,727 $148,853 $2,053 $1,433
137784529 9/17/60 $56,014 $234,014 $6,098
$23,370
455680142 $85,600 $4,948
660254587
713884148 9/15/60 $77,889 $217,053
63596133 9/14/60 $58,154 $205,760 $25,650
586304732 9/13/60 $192,426 $483,998 $33,460
591799798 9/11/60 $228,056 $13,870 $35,944
811842984 $12,591 $6,097
2723173 9/10/60 $5,996
14251930 9/9/60 $36,532 $136,701
829738244 $70,750 $228,858 $6,006
331898973 9/8/60 $79,484 $239,904
673194992 9/7/60 $71,950 $228,455 $3,070 $13,656
820229994 $1,849 $31,858
90809821 $44,920 $20,350
417088161 9/5/60 $52,950 $187,514 $2,516
412789769 9/3/60
259950594 9/2/60 $100,474 $36,790 $8,539
721052628 9/1/60 $87,562
$106,944
484217668 8/31/60 $92,117 $295,537 $2,441
777874654 $96,542 $11,150
224375519 $92,264 $22,830 $10,011 $85,524
970759477 $2,781
476981715 8/30/60 $115,182 $312,887
8/29/60 $37,443 $104,380 $14,480
8/27/60 $91,164 $258,261 $14,680
$19,520
89192106 8/25/60 $10,315
874030068 8/24/60
72838899 $24,609 $95,505 $8,455
832635567 8/23/60 $59,402 $186,000 $3,182
846904796 $51,524 $20,840
925712725 $44,738 $217,422 $29,640
$16,070 $4,338 $4,192
260647630 8/21/60 $99,587
313782874 8/20/60 $189,139 $19,330
174671893 $79,594 $20,660 $2,299 $7,803
633397720 8/19/60 $111,619 $28,390
483392182 8/18/60 $71,304 $10,209
153651182 $40,337 $200,448
454777790 8/17/60 $97,598 $275,282 $36,610
8/14/60 $24,062 $149,083
465820566 8/13/60 $61,793 $226,016
612445516 $36,313 $161,899
346637435 8/12/60 $28,924 $140,957 $28,000 $4,685
812887695 8/11/60 $3,241 $100,093
994354180 8/9/60 $118,758
8/7/60 $33,915 $161,735
140015922 8/6/60 $51,884 $180,951
992495068 8/5/60 $54,298 $217,992
$80,186 $14,020 $6,642
8/4/60 $78,477 $3,927
690093473 8/3/60 $48,887 $178,171 $10,290 $1,459
8/1/60 $30,993 $13,940 $6,743
723051889 7/28/60 $35,558 $154,532
396972296 7/26/60 $35,081 $202,839 $16,640
746913178 $2,597
$95,240
533572373 7/25/60 $35,865 $143,215
$36,330 $14,520 $1,779
380876038 $12,179 $107,069 $2,451
59619995 7/20/60 $63,542 $232,154
506576300 7/19/60
351934785
807685357 7/18/60 $198,320 $494,094 $38,910
732351484 $46,878 $176,582
365974726 7/17/60 $133,060 $2,897 $3,427
587383476 7/16/60
386689370 7/15/60 $173,533 $445,428 $25,210
727492425 $2,947
640252496 7/12/60 $16,149 $7,010
521805937 7/11/60 $54,315 $171,738 $4,845
235509680 7/8/60 $36,241 $167,608 $4,253
103663917 $3,414
937573684 7/6/60 $33,043 $135,257
376286092
101437485 7/5/60 $31,869 $15,140 $8,431
156160360 $41,376 $176,065 $2,743
997883308 7/4/60 $18,274
$70,436
841845066 7/3/60 $111,072 $297,741
391760011 7/1/60 $59,685 $197,089
894647001 6/30/60 $17,015 $113,792
847998804 6/29/60 $5,338
285812132 $66,525 $228,868 $4,953
935373926 6/28/60 $13,765 $82,223 $22,960 $3,505
580920255 6/27/60 $71,309 $224,123 $4,648 $1,357
750885313 $27,973 $4,226
487225747 6/26/60 $67,011
174133754 6/25/60 $16,929 $147,219
873032758 6/21/60 $81,042 $247,600 $7,114 $2,646
638602003 6/20/60 $64,990 $197,575
994720648 6/18/60 $34,623 $120,548
813407041 6/16/60 $36,154 $10,140 $23,154
848731984 6/14/60 $152,271 $16,730
$59,833 $7,578 $3,521
570595259 6/10/60 $143,884 $5,477
$10,360
743343664 6/9/60 $59,935 $173,337 $7,490
45117211 $33,997 $123,850
465484113 6/8/60 $6,620 $3,884
407080648 6/6/60 $31,924 $3,774 $3,905
680782638 6/5/60 $34,046 $183,383 $4,040
729507050 $123,064 $306,644
340247899 6/4/60 $93,925 $27,310
726634120 5/31/60 $5,500
794040462 $85,127 $264,482
563821754 5/30/60 $117,329 $1,910 $3,486
594743793 $47,424 $24,120 $8,436
564858139 5/28/60 $212,190 $22,120 $52,063
943356951 5/27/60 $46,491 $23,550 $1,823
923385909 5/26/60 $81,473 $10,102
5/25/60 $25,846 $107,211 $26,850
292071650 $147,125 $3,950 $4,227
223007386 5/21/60 $23,676
125449255 5/17/60 $30,804 $159,351 $5,101 $3,731
57020222 $24,217 $129,104
927477474 5/16/60 $9,968 $5,816
96350592 5/14/60 $33,472 $158,296
401364122 5/12/60 $23,551 $6,632 $6,799
$102,903 $233,330 $3,873
889349299 5/11/60
95461310 $24,628 $195,489 $18,810 $2,415 $6,653
792861571 $54,960 $215,876 $10,450 $5,216
470683166 5/10/60 $116,247
$4,168
185420697 $12,876 $4,144
87761316 5/9/60 $28,846 $151,789
218657620 5/8/60 $49,194 $126,703 $24,060
92266258 5/5/60 $19,016 $173,712
532990858 5/3/60 $6,255
986961291 $49,423
144963475 5/2/60 $54,714 $152,044
876695164 $55,134 $207,766 $3,233
872660848 4/30/60 $69,394
171682035 $77,044 $255,062 $13,100
56874449 4/28/60 $77,125 $210,840 $9,570
507013806 4/27/60 $55,036 $187,649 $30,380 $32,132
692139764 4/26/60 $57,550 $184,666 $1,517
4/25/60 $55,220 $127,926 $10,920
735657458 4/24/60 $367,206 $43,663
491058835 $88,189 $253,315 $35,324
598224986 4/23/60 $25,687 $106,801 $7,970
561457266 4/22/60 $24,790
860632840 4/20/60 $39,619 $183,660 $1,218 $1,482
4/17/60 $48,490 $195,777 $3,893 $4,703
896613125 4/16/60 $28,830 $4,754
580762488 4/15/60 $55,123 $20,580 $5,792
165063774 $31,348 $148,483
536804471 4/14/60 $107,949 $273,486 $8,043
44365425 4/12/60 $13,317 $100,772 $9,160
4/11/60 $189,197
434018379 $44,293 $228,387 $5,957 $8,876
194393087 4/10/60 $159,727 $352,003 $21,370 $7,931
69839542 $92,139 $289,351 $20,300
161018821 4/7/60 $63,190 $212,219 $19,618 $5,383
448861404 4/3/60 $31,131 $37,066 $4,678
982806584 $80,529 $8,698
4/2/60 $171,976
12685449 4/1/60 $74,719 $25,760 $4,094
117878509 $26,737 $153,572
917556873 3/31/60 $24,177 $152,551
$42,141 $181,281 $20,080 $5,247
623920863 3/29/60 $53,918 $156,830
856298179 3/23/60 $140,275 $385,708 $23,170
391850039 3/20/60 $75,701
361828312 3/19/60 $87,282
882704506 3/17/60 $110,251 $349,101 $38,900 $21,033 $3,498
850807236 3/16/60 $22,626 $60,718 $19,950 $5,443
774563716 3/15/60 $38,924 $185,320
475210113 $25,150 $128,293 $14,120
149932109 3/14/60 $18,362 $5,162
166477871 $5,645 $5,055
605955259 3/13/60 $93,339 $288,509 $24,310
522748102 3/12/60 $75,121 $217,852 $31,540
63872023 3/10/60 $88,497 $295,232 $27,820 $19,852
18938047 3/9/60 $73,367
923336810 $38,193 $158,688
593092262 3/6/60 $9,037 $4,743
677899112 3/5/60 $66,962 $219,185 $12,100
737854258 $117,244 $326,392 $17,780
$22,271 $163,729 $25,260
449470891 3/3/60 $82,620
251750409 $3,612
704558578 3/2/60 $5,190
$11,063
196318853 3/1/60 $61,370 $21,770 $4,658
553608578 $31,138 $160,202 $4,582 $4,344
672676093 $82,598 $856
430811065 $18,806 $104,081 $30,328 $15,196
809849777 $105,472
394642738 2/28/60 $12,054 $15,760 $1,738 $4,887
997292903 $66,702
902537689 2/27/60 $52,589 $25,580 $4,823
368472751 $45,692 $169,069 $7,790 $6,627
68012906 $71,486 $26,380 $4,718
651621441 $103,073 $257,576 $28,750
235478610 $3,855 $3,312
667938178 $23,919 $5,499
684024187
2/23/60 $5,543
279799481 $93,077 $244,764
895283750 $108,311 $332,473 $24,550
983673321
17859471 $92,882 $250,484
237014490 $98,997 $24,510
923786982 $35,366 $166,481
585118384 $167,127 $468,778 $20,910
635649372 $51,981
93262171 $54,818 $244,266
406043790 $45,261 $12,910 $521
125087914 $76,791 $215,433 $33,050 $10,265 $6,993
773663708 2/14/60 $46,674 $200,479 $652 $5,505
142190270 $164,047 $421,956 $39,520
537553089 $45,789
235241080 $79,961 $246,846 $13,400 $3,207
790103836 $97,934 $297,260 $17,618
189803842 $82,791 $27,444 $3,651
949033066 2/10/60 $30,728 $174,194 $27,250 $1,400
434360193 $36,141 $4,056
431950127 $12,236 $92,520 $4,352 $6,889
848354716 $12,854 $5,441
831542230 $16,851 $150,516
334739735 $85,837 $241,913
$70,153 $214,644 $30,840
578561695 $36,143 $8,843
935669162 $5,538 $78,372 $6,127 $1,097
406695090 1/30/60 $50,875 $131,770
771800967 $67,608 $12,160
746234674 $26,694 $133,159 $7,442
281348357 $133,920 $18,790 $26,926 $4,172
$5,904
555904577 $30,618 $157,285 $9,469 $10,267
$8,460 $6,403 $2,662
106831659 $22,348
598914478 $55,799 $187,099 $13,550
282103360 1/21/60
68839515 $52,586 $260,933
825563209 1/19/60 $32,966
$97,870 $308,324
549582255 $25,444 $11,950
222513440 $74,548 $18,100 $25,130
995827762 $23,756 $5,431
530251708 $70,673 $223,484 $17,900
$40,716 $170,076 $5,570 $24,183
606199659 $2,750
113945133 $387,474
$46,990
$8,784 $18,689
394231712 $63,433 $236,857
690754289 $11,585
840500215 $16,750 $3,261
739059457 $29,149 $140,253
270402636 $32,936 $169,721 $3,894
463482816 $2,697
202542739 $45,678 $214,068 $8,785
856798476 $16,862 $148,063 $20,670
839197157 $59,995
$9,680
454201195 $28,585 $125,387
488798803 $129,132 $335,180 $18,310
867941007 12/29/59 $69,464 $199,330 $1,029
877699057 $72,695 $5,346
128385728 1

2/28/59 $11,009
776062185 $97,766 $8,835
918080488 1

2/27/59 $71,345 $259,414 $29,690
233385530 $61,567 $218,824
826952402 $68,004
39111685 $43,650 $180,755 $9,260
601118153 1

2/26/59 $33,727 $10,850
79121046 1

2/25/59 $40,259 $178,724 $6,457
279830030 12/24/59 $66,367 $8,289
594177143 12/22/59 $102,052 $237,341 $7,020 $5,723
402443529 12/20/59 $69,369
737298009 1

2/18/59 $22,920 $5,021
411005113 1

2/17/59 $24,492
720443111 12/15/59
937289055 1

2/13/59 $134,172
$121,626 $306,169
327269371 1

2/11/59 $101,305 $6,320
691463996 $23,094 $140,813 $4,732 $3,091
342887457 1

2/9/59 $5,670 $2,490
855884573 1

2/7/59 $99,103
440751985 12/6/59 $96,707 $313,359 $30,410
320756142 $77,591 $13,160 $24,983 $1,710
281687725 12/5/59 $56,819 $188,860 $926
817543411 $299,021 $9,627
95403784 1

2/3/59 $51,091 $185,506
388940769 1

2/2/59 $92,000 $301,965 $8,091
$34,302
478294807 $279,728 $16,270
293279293 1

2/1/59 $233,181 $9,800
$21,891 $167,752
829101238 $15,098 $140,954
534721073 1

1/30/59 $40,608 $176,832
869340125 1

1/29/59 $55,771 $234,502 $4,855
12404014 1

1/27/59 $14,677 $10,180
706181220 1

1/25/59 $109,387 $263,198
771456575 $26,440 $2,068
307314803 11/23/59 $77,195 $26,470
688624466 $87,416 $231,934 $18,330 $843
516129796 $39,643 $218,195 $6,656 $4,348
263196535 11/21/59 $61,612 $219,629 $24,780
759740718 $41,869 $12,550 $32,747
135249867 1

1/19/59 $12,332 $98,982 $1,833
727384818 11/18/59 $69,516 $208,435 $1,392
305828804 1

1/16/59 $44,431 $178,105 $3,254
249923796 1

1/15/59 $45,777 $199,049
894679103 $69,014
474660100 1

1/14/59 $30,363
319953478 $29,499 $129,021 $5,389
716749196 11/12/59 $61,057 $195,866
506136547 $53,204 $1,540
789902663 $1,965
977337004 1

1/10/59 $130,051 $379,840 $23,470
936809990 $42,420 $192,942 $25,200
341544787 $31,101 $4,610 $3,321
977487393 1

1/6/59 $24,359 $143,208
264240413 11/5/59 $37,958 $15,849 $2,303
515125019 11/4/59 $29,310 $118,987 $920
412509451 11/2/59 $31,162 $1,737
706466616 1

1/1/59 $6,947 $131,827 $25,170 $2,033
684683990 $78,658 $236,005 $17,040
213664755 10/31/59 $9,984
458370058 $73,600 $4,238
615453526 $35,910 $156,663 $9,090 $11,865
736855119 $62,024 $233,053 $7,507
555894840 10/30/59 $74,402 $247,416 $2,712 $5,558
868197226 $83,000 $248,949 $21,880
49425975 $52,715 $177,273 $4,707
397202208 10/29/59 $22,143 $155,912
686481815 10/28/59 $54,417 $192,028
578096172 10/27/59 $18,909 $93,871
896756347 $98,338
420164981 10/26/59 $47,486 $165,374 $21,300
725245227 10/24/59 $37,076
$31,430
384628643 10/21/59 $49,780
497179696 10/20/59 $419 $94,291
10/19/59 $99,002 $4,609 $4,268
963973563 10/16/59 $93,249 $293,000 $27,270
318906935 10/14/59 $73,851 $244,529 $14,700
595629049 10/12/59 $43,386 $132,248 $702
986873992 10/10/59 $4,006
549559962 10/8/59 $15,519 $158,830
171651788 10/6/59
453226976 $175,263 $447,360 $34,390
710203983 10/5/59 $36,846 $138,850 $9,180
614862337 $51,882 $185,978
342433596 10/4/59 $48,010 $3,263
904013541 10/3/59 $14,535 $122,827
9/29/59 $130,381 $324,844 $7,756 $2,737
664930837 9/27/59 $56,070 $216,157
305624210 $20,753 $165,464 $8,195
830767196 $8,519
9/26/59 $9,603 $6,415
9/25/59 $206,959 $2,154
637370013 $76,634 $241,975
121978235 9/24/59 $59,566 $207,187 $1,139
4849209 9/23/59 $30,120
311621084 $96,169 $281,910 $17,170
887205191 $96,462 $262,391
132155799 9/22/59 $48,654 $157,515
642473846 9/21/59 $22,705 $138,803 $7,770 $28,476
$18,539 $98,559 $9,390
727656367 9/19/59 $6,680
7945239 9/17/59 $50,815 $3,295 $6,477
138657379 $87,967 $260,892
34111727
384843631 $27,071 $202,824
202763058 9/15/59 $33,150 $146,180
552019089 $189,555 $452,019 $3,762
322355785 $101,059 $302,340 $23,780 $5,047
9/11/59 $58,532 $166,952 $7,720
299321368 9/9/59 $62,000 $174,525 $26,951
534426680 9/8/59 $164,807
271736842 9/7/59 $27,433
601094820 $14,848 $90,755 $12,060
61765965 9/4/59 $52,856 $174,800
679160940
49988311 9/3/59 $27,840
195886848 9/2/59 $118,527 $323,324 $22,750 $1,277
655108878 8/30/59 $98,471 $309,481 $3,495
8/28/59 $58,328 $203,008 $34,050
944945563 8/26/59 $123,204
392085657 $83,891 $222,080 $27,000
488836526 8/25/59 $30,069
692062611 8/24/59 $30,631 $3,007
816067541 $52,068 $220,790
366029224 8/23/59 $121,325 $46,652 $23,346
986627860 $80,052
149193954 8/22/59 $89,448
860336457 $84,594 $263,300
24303338 8/21/59 $27,788 $136,672
168896762 $83,222 $217,841
345992784 8/20/59 $100,489
641964700 $20,676 $161,481
697370813 8/19/59 $31,678 $18,210 $34,196
974496106 8/18/59 $5,253 $77,463 $23,600 $9,162
362882890 8/17/59 $94,833
273085767 $115,256
441803535 8/16/59 $92,488
42018118 $46,395 $7,830 $3,520
462444610 $90,832 $3,842
$22,240 $5,091
241964666 8/15/59 $75,978 $267,066
870743869 8/14/59 $20,126 $138,444
230336088 $66,788 $233,946 $8,180
867943520 $113,747 $271,639 $18,080
126061188 $67,295 $220,104 $19,620 $1,619
777389414 8/13/59 $101,794 $256,716
880892293 8/12/59 $147,647 $385,798 $28,870 $1,449 $6,767
105761550 8/11/59 $216,690 $15,600 $47,231
922967381 8/10/59 $38,957 $140,755 $12,110
143403170 8/9/59 $119,244 $349,833
$29,930
892883588 8/7/59 $20,915 $87,526 $12,940
777681449 $104,996 $16,000 $45,838
380504799 8/5/59 $72,551 $4,895
748058141 8/3/59 $5,784
645575851 $52,471 $153,087 $41,063
896894650 7/31/59 $31,957 $143,354 $19,930
838773580 $21,023 $14,240
555350392 7/29/59 $1,343
414427246 7/27/59 $79,715
$27,073 $126,366 $24,870
494605564 $19,984 $129,313
171399945 7/24/59 $50,779 $157,121 $21,730
576192594 7/23/59 $57,160 $211,253
481754281 7/22/59 $55,761
908964571 7/21/59 $90,377 $251,223
51717608 $50,343 $2,295
911293661 $41,356 $136,345 $2,951
192924997 $42,466 $163,367 $30,690
931269096 $96,384
554193726 7/19/59 $103,636 $270,623
365934950 $76,668 $268,878 $13,970
7/18/59 $113,595 $338,139 $1,935
371469946 $31,080 $127,150 $7,104
7/16/59 $64,032
$8,679
581675209 $18,631
$15,390
695264867 7/15/59 $180,525 $473,389
666817404 $58,335 $177,245 $25,910 $8,052
143236523 7/13/59 $68,418 $253,498 $12,340
161028925 $214,804 $542,478 $29,600
7/9/59 $58,231 $209,820
$2,983
845706926 7/8/59 $24,189 $100,892
895553137
620519388 7/7/59 $13,719
7/6/59 $39,753 $181,338 $24,820
873874991 7/5/59 $97,217 $21,930 $49,178
664911028 $82,505 $33,910 $5,464
7/4/59 $33,536 $156,336 $20,290 $1,365
335292516 7/3/59 $109,956
253485374 $89,042 $25,344
584586487 $88,075 $256,761
269708952 7/2/59 $59,603
924144645 $47,841 $9,035 $830
251851062 6/29/59 $55,258 $182,917
6/28/59
685008787 6/27/59 $41,477 $185,913
146100539 $25,505 $5,493
511037887 6/26/59 $40,956 $205,669 $3,374
110119669 6/24/59 $62,502 $201,110
528622589 6/23/59 $76,548 $214,584 $6,999
6/21/59 $65,759 $236,449
$63,913 $1,896 $3,549
414929424 $50,272 $180,265
$7,865 $25,325
336658177 6/20/59 $52,423 $150,723 $7,420 $5,287
96691709 $3,029
52095937 6/19/59 $75,516 $247,673 $13,050
120742534 $23,095 $140,824
91239264 6/18/59 $21,411 $12,670
566491702 6/17/59
169685431 6/16/59 $52,718 $210,922
781240853 6/15/59 $12,570
764378006 $59,822 $171,876 $7,769 $3,751
763745844 6/14/59 $75,188 $13,020 $44,010 $1,436
303541974 6/11/59 $57,063 $2,872
628164043 $63,400 $242,530
478689705 $114,032 $26,780 $5,438
129122333 6/10/59 $149,910 $7,986
380764472 6/9/59 $60,445 $207,455 $1,372
572435823 6/5/59 $107,499 $281,873
439859949 $58,000 $244,016 $1,190
687436120 6/2/59 $46,224 $160,527
$103,903 $8,921
490636474 6/1/59 $54,159 $180,764
464936366 5/30/59 $126,291 $320,281
507365681 5/28/59 $36,886 $169,625 $13,130
5/26/59 $27,204 $170,218
986800357 $55,395 $194,491
266622586 $17,885
585866711 5/25/59 $93,474 $237,916 $1,115
978330238 $32,131 $133,568
846839804 5/23/59 $42,507 $146,606
116801717 5/21/59 $78,914 $229,055 $6,803
865589938 5/19/59 $19,326 $123,479
58001635 $120,603
224903628 5/18/59 $74,871 $206,864 $27,110 $3,137
20057040 5/12/59 $306,277
149060292 5/9/59 $51,583 $188,787
328132987 $103,199
300309325 5/8/59 $16,575 $158,720
915517588 5/6/59 $98,777 $38,127
273369457 $95,405 $24,220
371800250 5/4/59 $1,176
233495103 5/3/59 $114,853 $326,499
$38,463 $164,112 $11,610
888342226 5/2/59 $32,060
725222167 $38,589 $130,713 $30,570 $1,000
412707461 5/1/59 $84,157 $269,578 $38,320
529619897 $2,660
744680934 4/30/59 $64,520 $231,035 $10,480
4/29/59 $40,651 $200,910 $18,610
402081149 $70,381 $267,721
885280620 4/26/59 $16,989 $12,230 $26,104
162656507 $43,098 $224,877
737713808 4/19/59 $72,640 $29,227
678962396 4/18/59 $145,021 $25,120 $4,274
280963492 4/17/59 $49,978 $240,143 $4,191
232942859 $195,506 $29,520
473040009 4/16/59 $67,700
331457673 4/15/59 $21,628 $60,877 $12,260
235629127 4/14/59 $76,036 $209,793
27283606 4/13/59 $71,402 $238,349
78895395 4/11/59 $2,970
918957801 4/10/59 $39,793
348276131 4/9/59 $105,664 $296,326
25561360 4/8/59 $57,474 $186,418 $29,270
426770568 $32,265 $8,730
946040735 $83,999 $224,899 $24,530
981460557 $214,199 $539,729 $31,980 $30,986
727995019 4/7/59 $39,600 $193,495 $5,460 $4,188 $3,259
161442966 4/6/59 $104,638 $1,035
243123645 4/5/59 $42,745 $168,433
498457014 4/4/59 $72,242 $212,157
108351653 4/2/59 $58,914 $9,216 $4,623
809534308 4/1/59 $56,626 $210,500 $40,584
463996114 3/30/59 $66,745 $20,420 $31,127
282856816 $75,128 $171,886
282847528 3/27/59 $31,993
544112828 3/26/59 $82,565 $3,699
926132274 3/24/59 $77,047 $239,933
326870296 $22,648 $105,038 $3,955
844879272 3/23/59 $26,555 $160,140
95561580 3/22/59 $165,032 $36,486
722831636
645974668
852939655 $56,335 $204,619
614243399 3/20/59 $122,543 $326,327 $25,100
148542842 3/19/59 $108,059
$46,393 $1,043
153680870 3/18/59 $85,273 $257,283 $19,070 $4,246
508152783 3/17/59 $30,179 $14,630
164947678 $93,310 $265,298 $45,879
721907327 $159,889 $412,774 $4,907
371746150 $8,585
460491785 3/16/59 $16,641 $22,930 $4,782
486162680 3/15/59 $5,322 $57,657
$40,252 $201,112 $1,207
438208967 3/13/59 $159,373 $424,491
559629694 3/11/59 $74,117 $252,030 $28,620
750552194 $47,456 $165,012 $25,920 $3,402
785960313 3/9/59 $28,747 $149,708 $10,520
673195017 3/8/59 $89,006 $268,136 $25,060
215264531 3/7/59 $88,413 $246,706
562352717 3/6/59
888957957 $86,091 $14,110
209164653 $53,241 $205,451
593896029 3/4/59 $80,395 $260,592 $22,770 $14,003
19613798 3/3/59 $62,849 $225,934 $3,659
288118526 $107,484 $20,134
$7,761
258127808 3/2/59 $48,187 $136,205 $30,944
840327290 $61,375 $206,239
901710077 $89,348 $230,106 $18,150
386671408 $101,144 $7,547
849526552 $100,957 $340,404
261036496 $23,057 $126,080 $27,660
753671925 $39,401
775922807 2/21/59 $20,574 $21,440 $27,094
317353516 $77,388 $260,895 $3,716
950626720 2/19/59 $21,104 $106,870
685900195 $74,053 $2,740
213626892 $66,506
887222385 $71,502 $213,441
255890039 $82,813 $13,780 $8,593
989168282 $49,182 $186,066 $1,763
86536397 $36,867 $138,277
930962228 2/14/59 $17,107 $154,357 $22,940 $7,247
868843430 $24,498 $9,920 $3,076
725255498 2/12/59 $79,282 $203,516 $21,350
899420210 $55,599 $11,060
148585592 $58,318 $6,986
2/10/59 $31,067 $139,574
128469871 $126,483 $388,549 $30,610 $1,853
749739115 2/8/59 $96,613 $296,274 $24,010 $1,418
$30,743
$4,454
493566061 2/4/59 $120,419 $341,539
419009490 $90,326 $19,380 $4,392
759942657 $30,510
528286303 $4,404 $21,205
495504901 $71,237 $203,433 $30,001
640239709 $4,622
451534517 $71,281 $208,393
128002194 $48,640
991962838 $57,137 $197,882
189475807 1/28/59 $200,231 $6,452 $4,848
667450590 $61,105 $158,995 $5,014 $3,022
684601927 $59,645 $200,891 $20,410 $27,758
142852953 $53,899
556567348 $79,991 $232,559 $28,270
566235505 1/24/59 $30,926 $8,440
851138192 1/22/59 $3,169
511590420 1/20/59 $52,210 $129,915 $10,720 $1,995
838614829 $55,172 $7,947
877178697 $38,416 $127,952
778653455 $17,020 $93,220
381485893 1/17/59 $131,449 $6,895 $3,361
605237938 $164,028 $14,800
567613454 $93,377
913228134 $50,700 $5,674
805970222 $51,401 $179,590
986629118 $35,260 $141,167 $2,235
731351298 1/13/59 $48,623 $221,757 $25,620
912419873 $19,905 $123,097 $7,400 $1,412
1/9/59 $35,453 $156,023 $2,244
373958213 $53,456 $166,725 $15,350 $9,724
807596757 1/8/59 $44,138 $22,590 $1,799
450364865 1/7/59 $133,623 $328,267
777580785 $69,946 $260,369
351653868 $503
139466754 1/3/59 $44,803 $24,320 $3,285
760612870 $53,841 $187,745
522484014 $280,943 $26,040 $3,353
65858750 $2,289 $2,593
420298382 $133,776 $374,317 $20,720
443781397 12/31/58 $25,645 $120,237 $15,490 $5,375
789498504 $8,149
88969532 $92,951 $280,562
501699878 $66,987 $236,897 $8,216
543833421 12/29/58 $52,475
392846226 $48,812 $149,499
369477765 1

2/28/58 $21,340
565357304 1

2/27/58 $123,290 $14,450
266364710 1

2/26/58 $30,324 $11,590 $3,000
580528620 $35,660
621151606 1

2/25/58 $47,897 $16,460 $42,734
53075594 12/23/58 $23,124 $18,050
561801264 12/21/58 $71,293 $164,600 $8,630
33572322 $137,394 $30,553 $15,721
941629663 12/20/58 $18,886 $148,097
744049987 12/19/58 $91,497 $284,313 $13,773
429192006 12/18/58 $159,200 $4,591
719936557 1

2/16/58 $50,298 $152,956
419681582 $46,337 $178,708 $3,598
796525268 $31,311 $153,571
12/14/58 $119,431
364400616 12/13/58 $52,898
858628295 1

2/11/58 $262,533 $30,630
401358030 12/10/58 $199,444 $20,030
778454148 1

2/9/58 $430
$80,317 $277,050
978471226 1

2/8/58 $44,029 $142,645 $9,900
939976071 12/7/58 $50,537 $193,855 $28,960 $1,613 $1,036
$78,188 $242,904 $40,860
478240154 $41,002 $12,090
76212778 1

2/6/58 $43,489 $2,598
409971631 1

2/5/58 $43,072 $120,442
848712250 1

2/4/58 $168,365 $24,160
589095530 $45,216 $198,322
276502461 12/3/58 $84,506 $251,400 $19,100
539678669 $140,171 $352,820 $5,735
637531672 1

2/1/58 $54,475 $158,491
694914388 1

1/30/58 $21,733
7994071 1

1/29/58 $37,128 $175,125 $4,728 $4,080
222124384 $61,758 $28,003
132742099 11/28/58 $50,224 $1,937
490108880 $126,679 $350,077
373919199
953853762 11/25/58 $206,379
601932360 $78,589 $800
925227514 11/23/58 $48,067 $186,025
457288786 $12,339 $107,774 $3,816 $7,406
902351816 11/21/58 $76,913 $197,922
636806633 1

1/19/58 $138,736 $19,370
320947832 $34,512 $8,950 $4,955 $4,696
303127881 1

1/17/58 $154,796 $27,910 $4,858
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1/16/58 $29,829 $82,793
362447925 $192,839
632514834 $52,073 $2,405
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1/15/58 $105,494 $282,125
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$25,982 $156,820
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326120152 1

1/8/58 $9,536
377586215 $128,528
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1/7/58 $55,867 $208,816
11/5/58 $45,685
896533861
11/4/58 $36,445 $190,650 $8,518
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509297818 $37,196 $7,869
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552913113 1

1/1/58 $12,285 $18,800
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10/25/58
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338024487 $104,001
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$5,439
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$13,660 $3,844
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128888751 $14,540 $3,641
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$10,052
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8/31/58 $92,435 $16,130 $7,663 $4,748
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521327225 $201,242
$136,585 $22,060 $1,685 $2,489
$29,754
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$14,370 $2,102
462357799 8/11/58
496476303
7884893 $56,447 $205,861 $5,901
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168443977 8/7/58 $43,704 $122,066 $3,482
812797856 8/4/58 $65,293 $19,425 $5,050
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467160454 8/2/58 $271,197 $6,168
499594855
129493295 8/1/58 $14,226 $5,239
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743269882 $75,501 $262,109
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495332356 $8,283
7/22/58
976492798 7/21/58 $43,670 $180,307
211941702 $666 $15,910
904457123 7/20/58 $48,762 $176,946 $3,996 $1,009
245106044 $96,880 $270,726
224170926 7/18/58 $12,830
$2,633
183697567 7/17/58 $104,652 $277,713
417704290 $74,187 $16,360
247727229 $97,918
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151936046 $60,314 $9,350 $4,265 $5,745
870183904 $73,581 $237,829 $7,491
649758640 7/13/58 $151,571
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230076650 $33,623 $158,987 $23,981
561763896 $69,777 $231,278 $2,391
338735289 7/10/58
154024838 7/9/58 $38,601 $151,038
220992588 7/8/58 $66,405 $222,434 $25,420
$39,066 $171,066
82973186 7/5/58 $12,541
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277244526 $11,233 $140,788 $8,829
382359294 7/3/58 $80,392
308292467 7/2/58 $103,948 $290,521
705235711 $35,256 $159,003 $11,010 $3,603 $3,183
133955210 7/1/58 $50,840 $204,326
289313269 $96,886 $256,416
6/30/58 $17,996 $94,434
516790703 $19,114 $137,718
578768750 6/29/58 $128,895 $373,531 $44,270
637915564 $37,282 $7,037
410305130 $60,772 $204,764
$36,807
458858576 6/27/58 $153,181
964117167 6/26/58 $28,380 $118,927
393204408 6/24/58 $73,187 $256,137
698216344 $7,594
61482162 6/23/58 $70,870 $218,586
440764441 6/22/58 $65,483 $7,351 $1,331
765313451 6/20/58 $102,229
102503044 6/19/58 $109,155 $2,334 $14,509
518132305 6/18/58 $40,034 $184,277
707516093 6/15/58 $2,346 $8,521
916882613 6/14/58 $49,208 $204,795 $21,910
553406557 $18,523
343091278 $21,589 $134,865 $25,700 $5,525
191413272 $90,319 $276,968
944878642 $15,497 $125,266
667069495 6/13/58 $177,209 $19,580 $4,933
$7,383
869504500 $1,153
613258442 $71,600 $214,130
828461789 6/11/58 $89,968 $258,626
224980687 6/10/58 $51,550 $162,774 $11,930 $44,702
6889317 6/7/58 $205,283 $33,800 $8,653
209514173 6/5/58 $98,960 $283,545 $11,400
6/2/58 $107,814 $282,778 $18,920
$22,642
623558286 5/31/58 $145,260
821199816 $78,834 $200,776 $29,830
529758155 5/28/58 $53,202 $167,495
68066769 5/27/58 $110,358 $327,232 $26,630 $2,521
579037750 5/26/58 $7,245
75005626 5/24/58 $18,939 $2,553
$5,171 $3,896
709445077 $180,031 $455,995
941887174 $43,392 $145,587
859734595 5/21/58 $53,293 $2,774
955376851 5/20/58 $23,327 $147,099
995033150 $67,338 $205,470 $19,840
$27,632
780884154 5/18/58 $94,050 $15,000
545900034 5/15/58 $173,691 $428,992 $33,440 $3,189
215633551 $6,256
993108634 5/14/58
208799940 $38,813 $127,229 $742
754620325 5/13/58 $54,130
704086674 $47,632 $195,979 $5,241
577030612 $39,645 $150,503 $1,338
300696853 5/12/58 $65,901 $243,198
656830677 $28,034 $134,937 $8,400 $31,812
878272805 5/11/58 $27,045 $205,386 $1,420
929223734 5/8/58 $137,815
587381925 5/7/58 $51,765 $195,292 $5,259
5/6/58 $10,758 $92,197
410699921 $88,508 $231,286 $21,050
825432523 5/5/58 $84,279
249645278 5/3/58 $159,061
$225,311 $509,647 $4,811
618688927 $100,258 $282,717 $30,660
341162899 5/2/58 $3,825
515799393 4/29/58 $50,331 $1,226
182715413 4/28/58
892777955 4/26/58 $34,473 $170,845 $14,250
$50,008 $219,814 $3,278
777238082 4/24/58 $96,330 $250,551
30947636 4/23/58 $96,830 $273,341
679841614 $9,836
612102043
291788971 $147,588
700098445 4/22/58 $95,076
863217470 $50,542 $197,090 $29,870 $40,450
38828136 4/19/58 $104,088 $296,329 $31,920 $6,274
44064891
168578780 $88,942
316861921 4/18/58 $198,600 $460,196 $19,480
924520860
737237055 4/16/58 $240,520 $19,600
49643122 4/15/58 $44,679
233696411 $47,937 $24,250
507152894 4/14/58 $38,034 $190,148 $5,299
279883681 $63,989 $212,477 $37,404 $3,388
128515960 4/12/58 $29,622 $116,005
85679111 $85,545 $26,003 $7,531
729906545 4/11/58 $105,303
31140853
393663506 4/9/58 $284,462 $18,130
818910510 4/8/58 $23,344 $147,172 $6,287
4/7/58 $53,008 $200,442 $3,725
939847987 4/6/58 $46,294 $182,167
865506592 $1,954 $98,325
246699569 4/5/58 $82,224 $294,513 $3,288
266101002 4/3/58 $59,053 $134,169
171256104 4/2/58 $74,400 $278,185
681971608 4/1/58 $57,615 $181,310
580997822 $36,978 $145,526 $9,300
$18,510 $9,986
54275340 $78,284 $28,760
3/30/58 $27,377
828496212 3/29/58
571108830 $34,304 $97,504
811081761 $89,602 $258,834 $5,384
5707989 $88,426 $6,193
309956346 $18,124 $95,099
548523927 3/27/58 $7,029 $112,990
18096053 3/25/58 $40,466
426879631 3/23/58 $152,677 $34,680
729827283 3/22/58 $60,288 $245,089 $28,730 $7,513
$177,692
83458371 3/21/58 $68,777
347728998 3/20/58 $6,352 $5,513
$3,228 $793
331601279 3/19/58 $95,903 $285,983 $39,540 $6,599 $6,693
457987162 3/16/58 $97,700 $26,250
301430296 $83,235 $5,387
898038749 $21,651 $142,293 $25,640 $4,720
205800569 3/15/58 $104,436 $304,883 $26,970
$6,307
$16,040
99857440 3/14/58 $139,860 $321,852 $6,449
402530535 3/13/58 $59,115 $36,980 $26,188
632170810 3/9/58 $42,206 $5,274
866499831 3/6/58 $86,227 $237,057 $2,948
31728817 $50,807
906046400 $48,835 $249,596 $2,702
390450843 $29,895 $173,177 $22,480 $3,856
624938466 3/4/58 $65,804 $7,792
247546848 $169,599 $27,680 $3,196
612724512 $86,860 $35,009
3/2/58 $93,856
368325116
37340719 $37,523 $166,138 $3,134
$117,352
503862977 $175,783 $4,082 $29,865
592859964 $90,991 $310,709
265792515 $173,557 $450,715 $26,570 $6,571
$5,447
306017659 $89,892 $276,692
969347793 2/22/58 $19,816 $142,622
164287398 $43,488
89979221 $188,472 $426,546
936327467 2/17/58 $56,820 $176,631
180434966 $32,057 $166,326
407556242 $290,846 $682,634 $43,280
976090829 2/15/58 $99,403 $247,297 $16,520
351165047 2/12/58 $132,681 $21,650 $8,756
264306910 $91,619 $299,467 $14,830
136183779 $62,943 $229,852
427973991 $44,224 $158,126
741143423 $41,619 $185,203 $28,360
799769435 $97,497 $20,970
727784328 $43,889
130158352 $58,963 $214,655
88744550 $75,080 $237,088 $6,244
$17,310 $6,412
404128230 $39,320 $22,670
482662824 $29,020 $3,728 $3,292
217573941 2/2/58 $20,766 $119,899
$48,022
52902058 $85,056 $270,894
914469084 $45,298 $189,778 $8,584
830377560 $153,270 $382,564 $20,930
253352702 $94,116 $263,819 $24,650 $3,625
$30,480 $31,683
573300783 $70,478 $3,589
412771202 1/26/58 $21,696 $84,618
122717833 1/24/58 $90,405 $268,678 $36,839
904098670 1/22/58 $97,679 $273,142 $38,815
642590788 $448,442
860204052 $48,230
$85,855
363183316 1/18/58 $78,370 $230,394
98293286 $119,354 $309,520 $38,312
508323381 $46,874
154593768 $211,575 $515,570 $7,260 $698
$187,284
996157117 $72,146 $3,736
814292282 $182,782 $23,880 $5,639 $2,233
547430526 $66,059 $220,811
594467420 1/14/58 $74,022 $247,884 $4,418
129059757 $1,953 $137,081 $36,757
$3,552
363986810 $79,213 $219,393 $1,192
914413360 $30,984 $121,365
478812963 1/13/58 $62,643
621600082 1/12/58 $83,306
$77,432 $191,042
713564750 1/9/58 $35,636 $150,462 $5,358 $2,219
777877285 $38,430
587541742 $18,408 $95,813 $20,380 $2,460
37477931 $34,024 $153,936
$7,863 $113,380
$84,766 $272,923 $3,487
$97,614 $273,987 $31,930
988502984 12/29/57 $178,019 $471 $26,740
670978513 1

2/27/57 $74,706 $26,530 $2,884
751379506 $45,135
977244195 12/26/57 $64,928 $250,830
361377688 1

2/25/57 $67,014
803689743 $96,813 $279,879 $24,300 $10,764 $6,346
$5,296
17384627 $53,401
429878104 1

2/24/57 $65,895 $248,403 $4,604
1

2/23/57 $95,166 $306,407 $26,890
$11,742 $3,107
212373089 $87,333 $293,661 $6,863
471666676 1

2/22/57 $15,660
602229598 12/21/57 $64,957 $209,019 $6,936 $39,729
12/20/57 $95,757 $12,609
813580541 $97,285 $235,369
132709202 $39,677 $166,364 $20,210 $10,215
816163585 1

2/19/57 $112,913 $317,850
107491590 $59,936
418690592 12/18/57 $93,150 $274,760 $5,579
948238200 12/17/57 $43,743 $161,096
926892183 $125,574 $305,880 $21,810
471820211 1

2/13/57 $125,603 $280,181
616797600 1

2/11/57 $211,617 $524,149
333412730 1

2/10/57 $70,426 $209,877
751858042 1

2/9/57 $49,662 $221,544 $19,730
1

2/7/57 $67,216 $1,921
740698592 1

2/6/57 $35,203
602318059 1

2/4/57 $111,407 $320,420 $24,130
$19,830
319577550 $5,562
1

2/3/57 $146,370 $381,878
962200061 1

2/2/57 $32,437 $140,264 $19,820 $7,501
169551004 $27,521 $141,133 $2,849
584879551 1

2/1/57 $185,205 $480,262
705419297 1

1/29/57 $71,303 $213,841 $12,730 $6,984 $2,275
27330951 $53,358 $194,664
620638009 1

1/28/57
$78,866 $6,856 $19,013
$5,990
761909052 1

1/27/57 $27,907 $152,144
$24,450 $4,033
472584024 11/23/57 $111,014 $298,205 $1,639
213733981 11/22/57 $79,190 $235,543
735552551 1

1/19/57 $110,386 $335,488 $3,524
894416584 1

1/18/57 $61,618 $211,160 $13,220
964066197 $96,752 $274,947 $14,585
150908767 $71,417 $282,918
887149425 1

1/16/57 $89,052 $213,519
997699984 1

1/15/57 $14,166 $23,280 $5,717
454399686 1

1/13/57 $85,664 $258,771
52289049 1

1/12/57 $59,142 $180,336
392148754 $56,746 $176,509 $17,393
462018236 1

1/10/57 $50,058 $7,488
293412653 11/8/57 $47,660 $180,206
227722903 1

1/6/57 $211,174
135158827 $80,078 $266,403
68636893 1

1/5/57 $38,519 $194,372
335536954 11/3/57 $45,375 $24,500
404373810 1

1/1/57 $113,033
524892923 10/30/57 $58,797
134563236 $97,022 $14,840 $6,844 $6,836
14412940 10/29/57 $82,608 $22,244
802429942 $19,796 $127,000
533665881 10/27/57 $116,863 $335,371 $17,390
361358933 $58,283 $201,901 $15,060
38462148 10/26/57 $58,008 $213,887 $4,197
792318698 10/25/57
160730761 $49,120 $197,752 $1,775
$3,244
$7,942 $3,693
503177628 10/23/57 $52,292
513014928 $168,800 $425,375
368568096 10/21/57 $61,365 $152,143
923843113 10/20/57 $48,305 $193,615 $24,520
944495729 $39,636 $161,117
305612736 10/18/57 $94,591 $309,644
459231441 $109,098 $268,393 $1,015
618365904 10/16/57 $289,626
932443844 $30,588 $158,401
$71,797
726219892 10/15/57 $86,596 $251,362
836506488 $69,780 $223,784 $22,350
736920051 10/10/57 $7,313
728304971 $21,863 $131,324
146613590 10/9/57 $83,970
151304691 $41,901 $6,764
971183458 10/8/57 $139,335 $3,470
930377254 10/7/57 $34,760 $5,608 $3,143
722122188 10/6/57 $9,671 $3,986
463973936 10/4/57 $51,608 $169,843 $7,497 $16,012
836327300 10/2/57 $39,302 $146,365
751338912 10/1/57 $68,171
747579957 9/29/57 $74,484 $2,090
899689079 $3,799
250655555 9/28/57 $44,970 $224,155
533429603 9/25/57 $134,520 $342,728 $2,308 $7,801
760131444 $997
$28,840
112649613 9/23/57 $97,484 $271,024
235875917 9/21/57 $94,090 $18,340 $39,973
295945096 $124,867 $312,242
600749165 9/17/57 $178,453 $450,858
$60,304 $215,405 $48,726
444802034 9/16/57 $105,512 $303,875 $24,040
$84,250 $270,583
351445160 $50,613 $6,784 $2,581
9/13/57 $61,322 $228,496
108660852 $46,751 $177,328 $22,040
616070351 $38,944 $146,952
380398251 9/12/57 $100,967
519400545 9/11/57 $96,537 $306,515 $5,734 $3,501
762044376 $14,705 $97,885 $11,020 $1,280
668800586 $19,502 $112,001
$84,505 $235,004 $8,161
9/8/57 $9,109 $103,306
220536762 9/7/57 $28,341 $124,838 $2,316
497054064 9/6/57 $22,225 $103,267
154563076 9/3/57 $32,808 $165,172
851366011 $137,878 $33,920
9/2/57 $21,042 $14,755
910285542 $171,676 $12,600 $50,033
467744532 9/1/57 $27,902 $128,039
349713149 8/29/57 $125,243 $360,647 $30,390
963920138 $1,719
996850220 8/28/57 $53,357 $209,447 $6,517
433152167 8/27/57 $61,419 $196,525
527294363 $155,570 $4,601
211999932 $126,762 $5,279
923958777 $38,092 $150,907 $15,320
82094250 8/25/57 $54,178 $176,935
803383169 $43,301 $163,397 $10,718
126864927 8/23/57 $85,408 $274,402 $697 $4,257
833213711 $58,460 $204,259 $20,230
561706935 $74,355 $260,195
466204414 8/22/57 $26,620 $2,040
562071451 8/21/57 $70,404 $28,889
715263455 8/20/57 $40,277 $156,362 $8,942
8/19/57 $65,037 $210,955
240388657 8/18/57 $129,274 $281,200 $28,930
509427828 $44,661 $25,750 $7,637
511282679 8/16/57 $42,589 $152,629
940927879 8/14/57 $63,030 $217,602
721543354 8/12/57 $73,661
373550207 $93,311
258277454 8/11/57 $161,203 $401,918
456146375 $47,880 $208,837 $6,290 $3,224 $3,988
680825444 8/10/57 $61,415 $250,198 $2,419
228437432 $108,916 $331,946 $27,861
83908393 8/6/57 $117,740 $327,212
198356289 8/5/57 $84,798 $247,913 $25,860
741814356 $4,215
708902892 8/4/57 $70,141 $237,130 $1,744
852560906 8/3/57 $16,716 $117,163 $21,580
344719876 8/1/57 $132,186 $340,510
593582812 7/31/57 $76,226 $217,920 $23,390
478553505 7/30/57 $28,524
311741524 7/27/57 $45,301 $188,757
877671335 7/24/57 $65,079 $227,860
7/20/57 $105,796 $290,251 $26,880 $20,061
164038394 7/19/57 $63,994 $295,428 $18,750
341146533 7/18/57 $53,904 $206,207
483658286 $31,570 $143,819
551779511 7/17/57 $85,921 $270,346 $1,551
401624808 7/15/57 $5,229 $3,633
50270043 $46,177 $159,806
$75,288 $249,920 $13,118
27875325 $134,729 $343,128
499337711 $5,475
420261410 7/14/57 $41,293 $2,355
438085141 7/12/57 $71,686 $12,870 $5,982 $5,378
480465528 $65,082
960482528 7/10/57 $122,744 $322,924
381161377 7/9/57 $43,174 $208,811 $10,020
208315049 $23,937
167699167 $129,529
926821807 7/8/57 $75,856 $273,638
390463105 7/7/57 $25,540
291786403 $277,497 $27,667
111941661 7/6/57 $78,609
723581481 7/4/57 $241,791 $1,698
935975112 $58,489 $43,863 $4,930
13647803 7/3/57 $37,438
697298453 7/2/57 $44,059 $206,758
7/1/57 $78,552 $246,264 $26,420
308316179 6/28/57 $24,865 $152,293 $8,580 $1,143
411870556 6/27/57 $49,224 $155,963 $27,460
$47,983 $194,098 $20,390
521258788 6/26/57 $50,009 $17,000 $7,084
817057969 $77,508 $19,942 $1,923
21582374 $60,522 $49,380 $2,012
993602712 6/25/57 $34,084 $121,601
681956699 6/22/57 $76,034 $11,880 $61,678
606664018 $87,972
677540861 $78,883 $239,377
123753668 6/20/57 $82,981 $265,823
352382264 $388,141 $30,000
842021724 $126,381 $374,595 $32,040 $3,279
599152796 6/17/57 $286,147
817661793 6/16/57 $54,729 $181,515 $23,360 $2,641
358544143 $17,631 $89,248 $6,923
426369935 6/12/57 $73,694 $224,623 $2,408
868325184 $50,644 $177,193 $29,970 $4,016
947782895 $39,080 $126,088
542686402 6/11/57 $10,806
42074964 $20,200
194527047 6/8/57 $4,230 $7,293
14489942 $22,155 $127,123 $3,720
573965811 6/7/57 $74,549
628021774 6/6/57 $51,409 $205,895 $22,270
912369374 6/5/57 $10,930 $3,819
522855982 $30,696 $99,263 $30,700
287934841 6/4/57 $52,792 $213,473 $3,865
860143895 6/3/57 $91,845 $261,848
846882696 6/2/57 $74,412 $5,936
27615664 $118,052 $2,568
9794626 $55,399 $186,120
541184760 6/1/57 $35,101 $150,376
366654350 5/30/57 $20,882 $17,140 $3,785
491181019 $73,551 $23,213 $2,027
94885896 5/29/57 $61,438 $222,008
767246588 $115,584 $296,239
421368629 5/27/57 $137,417 $385,800
5/26/57 $23,759 $151,636
5/25/57 $34,560 $119,626 $21,040
114597908 5/22/57 $61,182 $201,094 $14,510
411355078 5/21/57 $62,386 $202,871 $18,840
$39,058
5/20/57 $69,766 $235,881
834367523 $22,486 $12,810
299869772 5/19/57 $57,379 $5,858 $20,433
734586550 $52,141 $152,990
718607159 $75,626 $246,952 $13,260 $5,754
855046042 5/17/57 $1,950 $3,044
116534791 5/14/57 $87,178
349272880 $42,371 $5,740 $6,703 $6,280
57346072 5/13/57 $101,636 $24,890 $1,452 $7,311
632697738 $182,462 $401,307 $40,630
490644604 5/12/57 $61,530 $16,620
517379402 5/11/57 $130,882 $348,968 $14,590 $42,820
834575302 5/10/57 $73,762 $262,869 $27,210 $4,847
5/8/57 $104,560 $26,070
$17,500
914885097 5/6/57 $31,988
84316018 5/4/57 $122,085 $351,792
874440593 5/3/57 $68,090 $169,854 $9,261 $2,287
315755344 $61,995 $36,080 $27,496
540719128 $47,114 $10,410 $26,673
639473172 5/2/57 $57,095 $46,442
695733470 $80,054 $37,120
$11,110
837607717 5/1/57 $112,205 $311,529 $6,557 $4,298
790176314 $90,937 $287,892
230898119 4/30/57 $111,682 $14,880
160172662 4/29/57 $23,853 $120,985
794901879 4/28/57 $31,093 $159,141 $5,029 $16,798
952827285 $30,939 $153,954
634070423 4/27/57 $99,269 $306,012 $45,894 $5,061
570528500
737660155 $64,735
852357509 4/25/57 $42,989 $182,292
627882617 $131,050 $382,673 $23,300 $958
316206287 4/24/57 $130,454 $321,982
352857345 $36,463 $184,091
35513355 4/23/57
780883211 $36,864 $104,136
$83,913 $28,816 $3,089
4/22/57 $82,660 $208,431 $9,770
503023943 4/21/57 $50,949 $227,129
923686718 $138,219 $327,627
627950237 $65,598 $4,332 $24,591
193426980 4/20/57 $67,003 $184,719
86772573 4/19/57 $50,519 $134,578 $18,490
236563123 4/16/57 $59,598
750564536 $98,515 $289,187 $4,208
686821723 4/15/57 $200,928 $513,817 $4,020 $2,931
376722383 $106,538
$29,950
176803699 4/13/57 $72,710
628816794 $38,770 $154,518
285378053 $40,036 $190,348 $9,700
25417257 4/12/57 $50,484 $177,222 $23,760
494191154 4/11/57 $95,538 $2,315
910134496 4/10/57 $45,623 $205,504 $27,440 $6,248
624399353 4/9/57 $88,995 $25,830 $31,687 $23,805
676479934 4/8/57 $59,800 $11,680 $5,039
169521368 4/5/57 $135,276 $332,701 $4,803
50078044 4/4/57 $29,346 $141,995
910202703 4/1/57 $97,054 $282,590
610125315 $69,825
247424045 3/27/57 $69,465 $200,108
945502940 $22,019 $140,727
979350625 $44,955 $161,808 $3,128
900513938 3/26/57 $32,038 $156,632
388166858 3/23/57 $31,960 $5,827 $2,386
597130435 $15,881 $136,461
180401987 3/21/57 $244,711
826840501 3/19/57 $68,984 $219,684
837613639 3/18/57 $85,426 $243,538
116936487 3/16/57 $34,072 $160,862 $27,420 $32,610
959594346 3/14/57 $109,919 $348,658
717557168 3/13/57 $34,210 $186,734 $1,830 $5,619
267011244 $63,737 $182,220
304108310
442774263 $185,624
146842974 3/11/57 $22,743 $114,624 $17,270
635523304 3/9/57
550717937 3/8/57 $118,852 $2,513
100830732 $94,969 $7,520 $1,101
$27,090
3/6/57 $175,107 $13,480
$104,265
285566265 3/5/57 $123,143 $306,368 $24,930
541038543 $55,328
799761636 $19,759 $2,972
555771594 3/4/57 $15,307 $123,562
496808295 $71,779 $187,108 $5,782
264512466 $156,532 $785 $6,222
441768730 3/3/57 $47,836 $175,242 $8,273
321385526 $75,013 $237,750
443463574 $149,897
479844010 $64,019 $249,488 $3,558
664787627 $77,737 $238,724
$22,800
$7,465
185797662 $107,562 $281,386
$971
195722546 $68,330 $254,660
345344329 $82,281 $18,530 $14,552
680280423 $80,130 $231,747 $34,020
818982675 $37,586 $120,221 $4,101
957392742 2/15/57 $35,586 $125,317 $5,060 $24,208 $4,236
895147164 $32,526 $165,588
491709455 $124,375 $339,138 $29,920 $3,199
$30,871 $151,274
884766026 $63,180 $243,719
209659986 $151,826
542013577 $64,705 $10,375
816345327 2/8/57 $14,006 $120,836
790747427 $40,480 $164,701 $14,811
122103441 $19,835 $141,117
936106591 $103,050 $270,986 $11,860
176621082 2/5/57 $24,076 $2,277
741192389 $110,128 $282,423 $37,670 $6,995
277552954 $79,185 $243,880 $6,689
508344969 $286,330 $531
200094073 $69,134 $223,170 $23,730
739230069 $69,290 $1,052 $2,362
447801192
213057541 $52,988 $176,275
552195894 $27,253 $29,919 $1,401
486814288 $165,531 $17,445 $3,670
786889538 $34,810
570576453 1/25/57 $102,313 $351,394
732763986 $66,183 $192,396 $4,761
499348624 1/24/57
$5,727
327616370 $106,194 $18,760
989257294 $7,804 $8,496
566588120 $86,216 $272,829 $4,970
180832267
141438332 $53,156
1/17/57 $48,915
$73,376 $25,590 $7,328 $1,947
956338604 $74,223 $35,061
90966680 $28,691 $39,146
460805183 $35,587 $157,807 $5,863
437742008 $43,834 $153,656 $33,280
582602737 1/14/57 $136,344
386767475 $42,891 $197,173 $22,150 $2,088
526618807 $84,185 $265,289
792357385 $55,507 $163,671
941624863 $44,614 $210,753
810914497 $41,193 $161,249
469358000 $122,520 $4,388
995214124 1/11/57 $56,969 $252,556 $4,512 $4,083
135804360 $17,574 $83,322
85289437 1/7/57 $38,943 $10,010 $1,008
$880
198105757 $77,912 $242,830 $22,760
700623278 $32,797 $160,661
773531108 1/4/57 $28,916 $115,937
306382446 $120,315 $9,609
287386122 1/2/57 $3,702
440161891 $64,766 $263,986 $44,414 $1,796
978551833 $85,819 $262,789 $5,699 $1,107
717570073 12/31/56 $38,189 $21,570 $18,264
771664449 $55,340 $227,741 $2,773
20408932 12/30/56 $52,463 $34,890 $9,058
624090718 $48,834 $194,280
264521133 1

2/29/56 $13,373 $29,730
542481113 $26,770 $18,900 $1,946
688658173 1

2/28/56 $20,586
176935775 $54,427 $18,392
163433307 1

2/27/56 $67,644 $233,085
960510830 $102,425 $6,983
986416576 1

2/26/56 $68,310
890142877 1

2/22/56 $45,060 $184,246
777788532 12/21/56 $43,444 $190,220 $28,060
14332275 $124,521 $336,516
884513944 1

2/20/56 $59,945 $192,207
198945342 1

2/19/56 $14,795 $106,253
324060462 1

2/18/56 $172,119 $429,985 $7,580
944292474 $43,920 $114,115
159318106 1

2/16/56 $117,978
993909059 12/15/56 $85,752 $285,727
12/14/56 $30,129 $111,591 $18,950
582651288 1

2/13/56 $14,356 $112,218
$29,964
764869450 1

2/11/56 $113,486 $360,227
53832804 1

2/10/56 $110,335 $263,599 $1,411
33902933 1

2/9/56 $83,613 $287,044 $25,430 $26,118
322270912 12/8/56 $108,677 $297,884
1

2/6/56 $74,379 $2,225 $3,599
48094801 $59,454 $5,751
186836882 12/5/56 $82,170 $252,845
724469812 $80,623 $2,209
26285160 1

2/4/56 $73,232 $242,645 $12,970 $44,835
958652858 1

2/3/56 $36,230 $158,234 $2,962
226349206 $38,504 $172,963
168592387 1

2/2/56 $90,409 $279,593 $3,791
438471451 12/1/56 $110,240 $278,571 $4,925
511204008 1

1/30/56 $143,781 $32,070
891205231 $51,695 $10,453
100058542 11/29/56 $123,721 $9,860
977629123 $35,933 $148,959
384021681 11/27/56 $133,175 $8,598
892231761 11/25/56 $58,453 $202,236
595633641
817481051 $86,232
773444046 $251,883 $603,984 $33,808 $5,591
519429084 11/24/56
576407999 $11,617 $151,370 $14,650 $46,600
196786105 1

1/22/56 $49,264 $198,207 $37,750
508658607 $16,423 $21,540
903938635 $55,805 $237,874
51707702 $114,277 $307,203
556233658 1

1/19/56 $40,256 $162,915 $18,940
235280312 $30,458
1

1/18/56 $46,436 $175,019 $25,140 $5,795 $1,962
807174588 1

1/16/56 $75,338 $270,555 $23,080
59528704 $50,308 $187,532
158952625 $69,479 $256,801
628436364 1

1/15/56 $336,613
464090162 1

1/11/56 $70,170
490079796 $128,223
216527481 $5,352 $60,715
588524933 11/9/56 $81,674 $233,744
279975364 $87,752 $238,137 $22,370
394138480 11/8/56 $60,973
849017950 $77,437 $218,079 $1,879 $2,323
89145568 1

1/7/56 $174,555
68247002 11/4/56 $57,424 $240,666 $18,670
813047682 $54,067 $168,626 $7,076 $1,647
374872081 1

1/3/56 $238,856
23624532 $29,767 $154,724
778401205 10/31/56
10/30/56 $94,377 $1,463
267868090 $58,025 $211,109
625329608 10/28/56 $78,854 $274,939
$58,251 $210,945 $4,783
151524185 10/27/56 $28,890 $155,512
451552051 $49,982 $220,762
859605528 10/21/56 $40,612
438426733 $72,605 $246,305
$81,294 $230,783 $9,537 $2,301
710020648 10/19/56 $78,812 $266,497
590103321 10/18/56 $66,613 $197,000 $6,646
921066817 $23,382 $175,078
573840556 $15,726 $7,370 $3,588 $9,742
813953295 10/17/56 $70,352 $205,650
599858191 $170,381 $7,316
669026566 10/16/56 $141,177 $378,960 $17,232
44950663 10/15/56 $12,284 $100,519 $26,710 $3,337
951365712 10/14/56 $35,647 $194,536
864895341 10/13/56 $57,018 $233,968
24038801 $41,229 $5,303
260824501 10/12/56 $35,293
92444375 10/11/56 $26,036 $140,262
634030352 $48,248 $188,049
23615805 10/10/56 $61,949 $245,454
53291393 $406,619 $35,106
553347426 10/9/56 $35,511 $148,772
$89,534 $243,221
421316364 10/8/56 $132,561 $314,433 $30,150 $12,294
542806942 10/7/56
290017355 $17,026 $146,136 $7,888
431540609 10/4/56 $35,193 $172,258 $12,820
287017981 $50,491 $240,774
$3,930 $1,156
517484692 10/3/56 $14,310
148000982 10/2/56 $119,608
63843182 9/30/56 $63,107 $166,342
242000609 9/28/56 $54,932 $225,678
852805152 9/27/56 $114,966 $310,472
936978233 9/26/56 $82,795 $8,844 $2,707
971388964 $67,546
905552394 $24,748 $135,512
881285757 9/25/56 $89,955 $309,466
194836773 $25,713
998903843 $19,012 $166,396
931284621 9/24/56 $30,037 $166,871
113730746 $10,859 $117,283
369052748 $37,898 $191,417
108496672 9/22/56 $63,612 $220,417
607763262 $39,273
798762607 $171,680
709829127 $158,180
$229,983 $8,983
137542212 9/20/56 $85,358 $255,939 $25,160
435306534 $1,501 $3,568
496910387 9/19/56 $14,740
91382305 $27,413 $8,540
271813109 9/18/56 $49,849 $6,158
873530429 $8,251
339645378 $139,019 $354,407
236679968 9/16/56 $37,135 $160,427 $5,210
689714266 9/15/56 $137,117 $313,152 $24,090
306194395 9/13/56 $39,564 $205,645 $33,110 $610
993821847 9/11/56 $94,641 $299,424 $11,095
$35,313 $135,863
231434550 9/10/56 $24,411 $127,798
826085778 $101,805 $35,240 $34,646
474890603 9/9/56 $69,855 $231,275
123502944 $46,168 $187,933 $41,971
216624096 9/7/56 $115,221 $308,209
532480966 9/6/56 $41,394 $142,306 $27,010
770489918 9/4/56 $29,922 $12,140
690227177 9/3/56 $65,069 $178,778 $12,310
911148514 8/31/56 $92,815 $247,752 $20,585
313032853 $6,324 $5,209
271284833 8/30/56 $22,623 $184,773 $46,858
$90,334 $268,229 $3,308
36167079 $31,939 $133,859
648664425 8/29/56 $77,030 $233,339 $10,064 $6,726
$79,568 $227,743
903596056 $55,203 $24,030 $3,035
951926113 8/27/56 $75,423 $36,290 $9,568
477802692 $58,158 $203,678
867204089 $61,852 $176,219
577436216 8/25/56 $57,821 $218,089
719403707 8/23/56 $46,793 $184,381
918387800 $29,081
528843888 8/22/56 $215,536 $525 $5,455
535150620 $66,101 $247,991 $2,479
931868441 $71,905 $191,685
112106611 $112,450 $337,743
356941816 8/18/56 $33,888 $9,190 $3,393
467185524 8/16/56 $82,356 $244,354
545539657 $46,119
240947606 8/14/56 $27,684 $121,310
89945962 8/12/56 $90,213 $293,850
853318539 $36,115 $176,491 $1,664
457559751 8/10/56 $171,529 $16,619
186986294 8/9/56 $116,044 $16,900
69206496 $98,128 $271,063
919835907 8/8/56 $97,953 $27,180 $4,784
$13,080 $6,748
439757265 8/7/56 $135,157 $358,420 $20,470
829359985 8/6/56 $68,044
883074798 8/4/56 $62,638 $7,148
57808809 8/3/56 $69,651 $272,225
394584511 7/31/56 $210,868 $9,712
381954472 $59,346 $5,037 $12,633
615724908 7/30/56
591506346 $98,245
196679200 7/29/56 $1,764 $1,680
7/27/56 $31,713 $147,621
155095638 $52,906
$30,183 $87,809
810440934 7/22/56 $153,778 $353,534
198528028 7/21/56 $36,945 $122,062
362777164 $1,510 $5,401
471115052 7/19/56 $57,712
$203,511 $501,150
$90,610 $260,271 $21,090 $1,942 $2,363
638980016 7/17/56 $120,386 $280,919
494471934 7/16/56 $636 $1,222
691868040 $180,152 $23,820
285206645 $72,894 $7,505
7/15/56 $13,077 $7,110
117381934
820425739 7/14/56 $49,021 $177,127 $4,271
297294190 $48,999 $223,626
105167366 7/13/56 $102,262 $266,234
55823961 $51,566 $175,137
150961442 7/12/56 $94,682 $292,145
989066499 7/11/56 $45,348 $198,638
850801155 $15,715 $143,966
887903701 $82,939
345698408 7/10/56 $132,108 $19,010 $11,909
907447835 7/9/56 $181,173
378925926 7/8/56 $59,026 $4,449
707158619 7/7/56 $86,393 $272,050
383241392 $79,388 $5,152
93412915 7/3/56 $48,184 $209,188 $14,530 $6,891
114352452 $84,342 $289,734
972094232 7/1/56 $41,274 $103,580
182169284 6/30/56 $221,139
150885693 $17,225
99725535 6/29/56 $98,771 $268,668
387525049
338229507 $39,720 $892 $4,261
283545916 $149,134 $329,238 $4,403
145363238 6/27/56 $37,384 $196,790
194198874 6/26/56 $21,658
$75,544
341338469 6/25/56 $56,331 $191,688
886559291 6/23/56 $121,806 $1,571 $26,699
792082979 $159,443 $423,784
605097577 6/22/56 $124,814
464590515 6/21/56 $21,814 $139,978
694317803 $41,720 $170,273
989828809 6/19/56 $52,642 $209,970
412723193 6/17/56 $199,182 $8,884
821783400 6/16/56 $97,610 $21,720
845473829 $24,382 $168,092
5752214 $71,724 $29,900
100818915 6/15/56 $142,297
280427835
$36,460 $4,289
512239483 6/12/56 $72,637
926246244 $356,585 $28,200 $34,992
663881221 6/11/56 $199,866 $25,510
758214223 $80,012 $250,971 $4,778
23676647 6/10/56 $41,796 $4,136
988358143 6/8/56 $42,768 $183,793
6/5/56 $104,258 $269,356
975698662 $48,778
156268134 $63,511 $219,943 $12,150 $3,686
858273605 6/4/56 $61,206 $4,752 $5,019
737840379 6/3/56 $74,635 $18,720
150966823 6/2/56 $40,232 $164,521
173737852 6/1/56 $145,353 $418,785 $29,450
659895301 $25,934
862235931 5/31/56 $3,073 $3,211
414075321 $115,960 $29,570
630595251 5/30/56 $67,891
$78,171 $254,820 $7,793
740795986 5/29/56 $94,758 $236,020
782411054 5/28/56 $19,467 $96,667 $1,487
$23,886 $136,125
924730128 5/27/56 $110,705 $30,670
1627973 5/26/56 $2,599
709596972 5/25/56 $50,952
306107661 5/24/56 $86,530
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$20,790
955389968 5/22/56 $65,779 $190,317 $35,737
121706213 $23,215 $80,406
725802450 5/20/56 $69,476 $12,750
360445492 $80,267 $235,361
890361473 5/19/56 $21,913 $125,624
761549990 $183,000 $15,710 $2,255
5/18/56 $59,379 $188,278
569373348 5/17/56 $24,124 $157,794
4747725 5/13/56 $229,294 $1,448
$50,260 $178,766
$8,487 $15,846
$14,770 $7,456 $3,974
62434528 5/10/56 $137,103
632856320 5/9/56 $23,157 $115,249
856972645 5/8/56 $14,815 $118,795
28899891 5/7/56 $98,429 $260,696
78181810 5/5/56 $74,518 $268,680
896831217 5/4/56 $67,109 $219,801
420707558
$17,640
872772824
5/3/56 $111,656 $30,378 $1,956
5/2/56
57124132 5/1/56 $121,075 $2,069
761519731 $63,644 $174,541
788953112 $23,996 $150,242
125989625 4/30/56 $71,235 $12,424
$3,744
304709756 4/25/56 $43,032
486753993 $285,628 $3,117
773972143 4/24/56 $72,606 $11,613
4/21/56 $43,505 $107,149
639808409 4/20/56 $125,575 $308,112
833440071 4/19/56 $97,754
841368004 $25,643 $125,466
90770314 $53,455 $200,230 $16,120
$45,355 $151,271
859647413 4/17/56 $118,983 $355,673 $36,960 $50,347
890652990 4/16/56 $82,947 $264,359 $20,710 $3,963
645649538 4/15/56 $6,162 $50,223 $13,752
760469299 $55,086
600664064
52374306 4/14/56 $40,158 $171,950 $9,820
792196051 4/13/56 $209,570 $8,569
$2,768
26465136 $92,731 $274,126 $1,558
836479329 4/12/56 $85,494
4/11/56 $57,869
635842470 4/10/56 $71,964 $225,292 $21,680
856774827 4/9/56 $91,165 $274,668 $4,099
442955602 $252,182 $23,852
201120960 4/8/56 $50,336 $210,941
368736067 4/7/56 $126,496
90730526 4/5/56 $6,777
514500892 4/4/56 $227,476 $19,610 $5,625
444988989 4/2/56 $190,991 $529,523 $20,600
205891875 $72,421 $217,974 $1,018
715222188 3/30/56 $5,272
$85,951 $11,560
90182794 3/29/56 $41,949 $138,961
3/22/56 $32,555 $143,834
142628941 3/21/56 $7,197
144938267 3/20/56 $54,593 $221,267
384522752 $110,954 $310,458
508595429 $42,554 $2,392
37905119 3/19/56 $98,666 $319,269 $35,062
687850238 $43,574 $20,550 $1,119
105645072 3/17/56 $39,848 $136,304
$3,010
654396688 $19,916 $129,144 $8,340
835807900 $180,733 $477,862 $3,467
125543499 3/16/56 $122,806 $1,784 $4,004
3/14/56 $116,116 $335,494
551296680 3/13/56 $99,554 $24,590 $33,218
813753191 $39,140 $173,591
298201589 3/12/56 $45,416 $146,899 $9,605
836965492 3/10/56 $134,469 $30,250
236044172 3/9/56 $33,703 $87,190 $1,159
771641089 $92,216
37246864 3/7/56
589800015 $36,614 $141,879 $680
567465603 $15,259
710586000 3/4/56 $99,455 $268,736 $15,750 $2,524
539230454 3/2/56
646482160 $198,402
935305591 $28,948 $189,468 $32,281
20619827 $89,290 $170,818 $38,810
150380035 $16,398 $108,219
289885831 $12,259 $4,250
$49,729 $211,046 $1,428
150311129 $40,791 $197,873 $3,507
19076859 2/25/56 $80,746 $16,760
636913259 $6,935
948438414 2/23/56 $69,769 $235,716 $6,591
976268034 $32,505 $162,586 $6,714 $5,724
$36,436 $31,000 $7,199
179014507 $29,435 $27,500
553450547 $84,656 $3,784
166124602 $87,247
41685710 $49,533 $255,386
463389000 $86,347 $254,834 $23,570
873711350 $137,861 $19,870 $5,989
490586133 $21,189 $130,494 $30,330
247312615 2/17/56 $28,021
900860729 $20,028 $139,616
$71,141 $217,600 $716
476352722
949302275 $196,974 $486,776 $28,610
241052590 $119,579 $331,156 $10,137
786014333 2/12/56 $36,849 $187,005
694267964 $110,543 $330,562
436906531 $68,350 $204,797 $22,570
579393787 $12,085 $18,470
349761783 $128,815 $397,571
621465072 $32,546
262510033 $53,431 $4,408 $4,009
528040687 2/7/56 $37,214 $26,560 $3,627
689736386 $8,927
529892542 $22,485
69378750 $122,306
$154,611
411031179 1/31/56 $119,341 $338,327 $2,360
294762574 $69,071 $214,053 $2,819
$17,721 $99,815
697069006 $93,239 $277,687
721161903 $22,305
378017253 $89,575 $233,553
411491601 1/26/56 $176,021 $446,011
387957280 $23,035 $2,213 $13,787
132761049 1/21/56 $91,449 $257,252 $14,940
293369737 $10,412
926178399 $220,895 $547,820 $34,800
237786417 1/20/56 $76,159
$2,506
860906116 $210,170 $11,130 $5,311
686796682 $83,803 $285,833 $1,670
$116,360 $320,874
923292946 1/17/56 $64,065 $204,282 $1,389
814016336 $471,638 $26,410
511015623 $68,086 $35,965
866080570 $49,834 $189,056 $3,534
502292146 $96,011 $320,017 $44,668 $6,003
746130911 $96,114
884566879 1/14/56 $77,488 $223,714 $954
499584399 1/13/56 $102,933 $306,714
$14,216
616415777 1/12/56 $44,139 $149,105
533130158 $181,625
660320432 $73,247
196518497 $45,289 $38,750
$24,000
901132167 $39,432 $117,343
399237836 1/10/56 $58,112
317405344 $132,449 $354,193 $27,530
173174399 $43,808 $176,022
268975269 1/5/56 $43,900 $184,254 $6,024
386518484 $40,754 $160,597 $595
$991
$5,126
1/2/56 $55,274 $220,590 $17,740 $8,609
236786181 $48,725 $178,348
79971795 1/1/56 $60,860 $185,719
279101918 12/31/55 $13,349 $140,323 $6,761
851781448 $8,566
237322385 $45,304 $138,325
12/30/55 $181,818 $412,672
57268815 $183,055
538753309 12/29/55 $106,059 $267,152
656567622 $78,288 $316,436 $4,475
406716758 1

2/28/55 $72,357 $288,115 $23,190
513623278 1

2/27/55 $91,877 $298,385
247833708 1

2/24/55 $19,219
197012324 $164,733
819334428 12/23/55 $31,428
338253786 $70,255 $208,574
283536065 $69,301
976863366 $33,403 $177,486
953612670 1

2/22/55 $173,103
918606594 $105,442
528728477 1

2/21/55 $179,229
791728578 $45,909 $160,945 $2,401
925607630 1

2/20/55 $32,562
469687527 $191,740
73289113 $36,309 $149,226
395686481 1

2/18/55 $2,434
352149949 $50,755 $155,641
289561426 12/17/55 $23,486
888316246 1

2/16/55 $23,921 $4,488
$9,516
809228729 1

2/15/55 $48,077 $188,744 $21,210
634279182 $26,913 $156,085
61092357 12/12/55 $53,073 $213,525 $5,328 $6,515
1

2/11/55 $74,276 $12,640 $31,392
656344335 12/9/55 $83,550 $24,950
118841702 $8,894 $19,745
557369063 12/7/55 $37,520 $157,574
786289554 1

2/6/55 $97,103 $278,248 $3,575
450038290 $12,953 $1,354 $2,112
755108654 12/4/55 $82,918 $5,074
497617809 1

2/2/55 $77,104 $3,925
880305496 $30,708 $162,715
$98,421 $291,316 $485
47083764 1

2/1/55 $166,192 $21,110 $4,962
1

1/28/55 $74,577
538136251 11/27/55 $46,915 $535
220218421 1

1/26/55 $117,111 $1,438
33286578 1

1/25/55 $45,784 $165,388
917837016 $42,604
24759813 1

1/24/55 $129,376 $361,375 $6,020
16380140 1

1/23/55 $86,118
304141687 $97,542 $266,417
7968556 1

1/22/55 $55,613 $18,366
531004351 $155,446
356077226 11/21/55 $75,232
174152382 1

1/20/55 $76,613 $5,899
1

1/19/55 $69,245 $245,316 $8,167 $4,389
778887367 $87,597 $244,590 $12,530
399379988 1

1/18/55 $152,043
187505859 11/16/55 $35,475 $168,463 $31,770
803824722 11/15/55 $155,897 $398,191
915574423 $67,373 $223,991
817050483 1

1/14/55 $67,813 $252,457
46601637 1

1/13/55 $72,118 $224,429 $13,110
653240659 1

1/12/55 $29,502 $141,516
742623719 $2,141 $40,958 $2,902
182879842 1

1/11/55 $40,711 $128,970 $6,389
1780186 1

1/7/55 $53,660 $232,498 $34,260 $3,783 $648
282342738 1

1/5/55 $27,508
726538399 11/4/55 $48,088 $131,782
542819619
505621818 1

1/3/55 $53,303 $207,701 $4,444 $5,458
265289796 1

1/2/55 $91,652 $25,290 $4,653
157518199 $78,850 $294,899 $3,929
850085480 1

1/1/55 $102,379 $328,971
392391126 10/31/55 $112,912 $5,944
390297308 10/25/55 $34,255 $190,620
640880824 10/24/55 $29,079 $173,696
80263404 $8,928 $61,306
624485602 10/21/55 $46,233
484160666 $87,994 $8,500
669524768 $53,245
648825858 10/20/55
70860495 $35,210 $140,238
42455096 10/19/55 $77,698 $215,703
$126,608 $354,910 $9,869
10/18/55 $98,369
682910973 10/17/55 $115,636 $306,166
860150002 10/13/55 $67,457 $273,634
926073051 10/12/55 $14,220 $3,532
957375580 $66,642 $264,360
247789168 $89,292 $281,688 $6,637
659407311 $5,409 $97,653
454217720 10/10/55 $75,046 $244,819 $2,449
550205644 $109,254 $24,150
308799522 10/9/55 $62,346
705048911 $89,607 $260,398 $26,080
837122700 10/7/55 $46,092 $11,743
785163306 10/4/55 $107,278 $283,673 $28,590
819681380 10/3/55 $64,617
364590423 $26,377 $169,045 $4,312
784454730 $27,607
778035899 $91,344 $11,340
825541637 10/2/55 $152,787 $398,731
983515860 $60,398 $216,070
833177798 10/1/55 $61,597 $207,095 $19,310
$32,812
629209460 9/30/55 $142,551 $391,566
305039798 $114,537 $307,024 $26,090
782352281 9/28/55 $250,286 $554 $30,930
$36,570 $150,122 $29,233
273921420 9/27/55 $165,890
9/25/55 $25,588 $119,825
942337252 $88,492
$64,624 $7,907
573494104 9/24/55 $35,794 $87,721 $45,337
624042477 $27,039 $2,189 $1,342
26574720 9/22/55 $169,602 $28,650 $4,069
536598966
893437524 $172,441
9/21/55 $40,069 $1,529 $8,116
225236342 9/19/55
177212541 9/16/55 $69,264 $242,234
696313030 9/15/55 $18,189 $128,578
455274996 $216,412 $495,325 $28,770 $1,312 $5,349
986607982 $100,846 $9,637
9/14/55 $91,329 $291,800 $18,740
522544734 9/12/55 $33,833 $172,826
391416090 9/8/55 $98,743 $234,546
$50,593 $192,822 $815
427739476 9/7/55 $51,172 $177,812 $5,817 $3,040
665735939 $111,701 $303,430 $4,873 $5,626
892520461 9/6/55 $99,034 $300,616 $2,026
137443614 9/5/55 $5,952
196477192 9/3/55 $63,215 $202,136 $7,746
872568300 9/2/55 $79,899 $4,081
430472212 8/30/55 $18,564 $117,386 $13,850 $3,828 $2,059
330245745 $55,663 $170,090
$81,369 $226,959
989577620 8/29/55 $13,587 $130,260
756012616 $67,071 $268,429
482898358 8/27/55 $294,311
823230619 $71,918 $244,929 $37,729
762862176 8/26/55 $26,821 $171,022 $11,600 $4,055
316141975 $57,123 $200,468
367249475 $92,251 $18,287 $4,254
8/23/55 $73,724
879651632 8/22/55 $45,152 $177,436 $18,289
3577610 8/21/55 $43,486
752931241 $32,317 $3,738
235120466 8/18/55 $92,582
43907272 $92,022 $232,327
427672605
422745899 8/16/55 $181,640 $462,793
112400388 8/15/55 $38,544 $186,304
834398618 $55,241 $205,177
741629112 8/14/55 $118,257 $320,567
769067201 $50,747 $184,074 $24,210
371807120 8/12/55 $5,011 $132,606
20506772 8/9/55 $19,507 $165,870
452373400 $228,661 $3,494
1307371 8/8/55 $44,790 $205,463 $37,163
422201687 $83,523
818714696 $89,627
605817593 8/7/55 $79,076
404075610 8/6/55 $126,023 $322,205 $2,863
308399089 $72,811 $228,454
680525365 8/5/55 $84,007 $15,980
105282377 8/4/55 $70,914
967475025 $74,483 $265,815
840976379 $104,682 $25,950 $8,543 $1,751
514595523 8/3/55 $97,040
9102010 8/2/55 $20,638 $3,369
342755567 $35,276 $131,158
969801584 8/1/55 $49,810 $148,947 $7,417
303183248 7/31/55
360950532 7/30/55 $79,664 $1,168
933334494 7/27/55 $31,526 $139,414
617290547
345381817 7/26/55 $159,230
120208418 7/25/55 $33,056 $171,068
464550883
$8,822
803325269 7/24/55 $139,330 $316,900
463360926 7/23/55 $168,478
438313427 7/20/55 $102,872 $345,288
731753269
171906815 7/19/55
884328607 7/18/55 $44,141 $141,312 $7,401
876687669 $151,991 $409,512 $25,770
16443898 7/17/55 $63,426 $209,773
97346673 $19,751
333901497 7/16/55 $111,321 $272,246
$38,988 $152,614
7/15/55 $29,929 $124,756
7/14/55 $155,178
$15,270
599944840 $86,624 $276,152 $18,560
279475690 7/13/55 $35,574
84930620 $90,939 $290,793
835345367 $115,329 $3,218 $2,953
531817639 7/12/55 $4,701
512406830 7/9/55
254362485 7/6/55 $82,344
536263138 $69,785 $242,695 $29,550 $2,615
801206194 7/5/55 $132,044 $357,956
125205670 7/3/55 $61,616 $236,422
428065177 7/2/55 $179,607 $449,065
248632811 $148,065 $6,276
356822977 7/1/55 $105,870 $339,220
720305468 6/30/55 $62,721 $165,941 $29,770
$24,878
139477422 6/29/55 $24,469 $128,238 $27,450 $7,338
543180647 6/28/55
97659195 $34,358
$142,579 $1,556
316572175 $85,472 $310,143 $28,640 $7,537
314882114 6/27/55 $70,461 $2,640
298667574 6/26/55 $142,588 $365,256 $21,790
74322645 6/25/55 $173,412 $431,274 $41,710
711084452 6/24/55 $66,069 $22,700
890357692 $134,672 $336,381
179907655 $32,633
841940867 6/22/55 $146,267 $357,184
695762100 6/21/55 $27,069
983539902 6/19/55 $88,371 $3,584
266968671 6/18/55 $27,052 $8,610 $865
977521421 6/17/55 $69,620 $239,561
333291096 6/13/55 $57,267 $208,613
$5,053
283508645 6/11/55 $124,219 $311,476
528698470 6/9/55 $19,237 $129,516
146260479 $68,770 $8,924
663015884 6/8/55 $38,002 $185,665
360627722 6/7/55 $65,192 $2,160
618326051 $102,426
362905958 $48,718 $22,390 $9,484
681443164 6/5/55 $109,624 $21,170 $54,399
344781057 6/4/55 $6,035
37965490 6/3/55 $116,675 $353,981
874058106 5/31/55 $10,627
240048456 $68,820 $197,831
571418968 5/29/55 $24,091
808141196 5/28/55 $22,288 $155,196
301005061 $4,267
688891188 5/25/55 $242,731
483604817 $156,493 $403,292 $24,410
481710082 5/24/55 $91,785 $288,497 $34,750
855474467 5/23/55 $59,693 $197,014
740252220 $2,778
843856573 5/20/55 $30,242 $160,824 $45,823
914690116 5/18/55 $116,191
576250522 $42,408 $1,496
$6,400 $5,125
830559969 5/17/55 $20,526 $129,198 $16,180 $7,673
825724098 5/16/55 $31,473 $189,278 $14,970
917731732 $102,166
119377306 5/15/55 $46,420 $184,409
500300083 5/14/55 $58,069 $190,282
$7,310
357800314 5/13/55 $61,798 $227,814
728976743 5/11/55 $1,380 $3,666
263132719 $41,935 $150,973
409263481 $35,066 $18,880 $37,642 $12,588
14008511 5/9/55
747977683 $64,586 $198,774
920638735 5/8/55 $34,408 $169,326 $3,262
37308080 5/6/55 $55,989 $153,738
5/4/55 $48,288
5/3/55 $66,681
317439005 5/1/55 $48,374 $215,391 $34,640
768528978 4/30/55 $231,094 $18,890
343164733 $204,376
$238,871
757926405 4/28/55 $21,789 $4,824 $3,694
841000572 4/27/55 $220,722 $583
783469266 $148,701 $377,122
463814342 4/25/55 $134,967 $335,456
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327249781 $2,686
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363913453 $250,380 $6,421 $1,327
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$8,054 $8,861
488370522 4/18/55 $71,292 $245,771
976088573 4/17/55 $51,538 $211,021
4/16/55 $11,065 $110,907
$6,038 $74,078 $12,003 $1,348
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882554904 $138,442 $19,740
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768526807 $136,818
837902783 $120,355 $355,500
60329948 4/13/55 $47,140 $211,304 $18,860 $18,979
212393500 $118,032 $337,904
79375431 4/12/55 $26,653
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441375085 $44,893 $222,835
146989842 4/9/55 $45,488 $219,378
112320676 $260,524
305459392 4/8/55 $21,960 $35,472
535310073 4/6/55 $79,557 $231,560 $25,500 $53,986
411375726 4/5/55 $67,278 $220,556
961197985 $11,086 $7,539
485486006 4/4/55
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342681462 $89,782 $237,927
303260967 $53,483 $191,128 $4,705
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982596497 $213,786
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921082775 $155,143 $368,111 $23,630 $8,599 $1,762
417623543 3/27/55 $61,283
$42,223 $134,918 $19,731
475955841 3/25/55 $17,049
950752491 3/23/55 $152,292 $31,380 $6,281
$5,747
520513400 3/21/55 $10,638
734588430 3/20/55 $29,914
852315084 3/17/55 $178,864 $428,679
$26,965 $201,108 $10,494
670519706 3/16/55 $234,825 $32,113 $4,262
306109673 3/14/55 $82,586 $277,844
278356812 $64,124 $15,940
142669423 3/13/55 $51,279 $200,803
703085493 3/12/55 $83,339 $269,056 $15,460
493194995 3/11/55 $204,668
43514869 $2,356
$34,650
725791047
462700011 3/9/55 $62,093 $202,671
360355769 3/8/55 $33,474 $78,982 $9,940 $4,266
77981216 3/7/55 $188,428 $497,746
$27,300
758460775 3/6/55 $110,556 $345,278
735275433 $80,403 $241,977 $5,049
565111928 3/5/55 $54,355 $234,437
945144015 $84,015
703125844 3/4/55 $18,612
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$116,327 $25,901
590669743 $29,819
897135614 3/3/55 $71,901
37014855 3/2/55 $115,100 $318,540 $28,630 $2,522
81532183 3/1/55 $91,668 $283,487
503784924 $8,423
120982530 $182,620 $470,025
684480715 $28,045 $158,817
412918396 $25,536
531706245 $23,683 $118,863
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262631375
722935033 2/25/55 $44,200 $160,351
670479631 $49,604 $175,392
468773932 $83,682 $278,852 $3,655
37461363 $46,781 $6,545 $3,411
872454065
886628757 $132,038 $1,957
160577728 $74,722 $231,034
717396880 $10,770
204546735 $24,849
284499896 $148,332 $3,570 $4,961
783977216 2/14/55
$39,077 $154,749
235850783 $48,525 $188,588 $5,153
448891263 $59,352 $192,373 $15,470
813128 $186,500
850724366 2/13/55 $96,210 $247,876
104793760 $15,385
302914112 $93,041 $278,760 $16,255
377292402 $77,760 $1,416
916539496 $296,916
62746121 2/8/55 $75,161 $241,237 $11,220 $6,367 $7,833
62181943 $124,829 $23,030 $3,441
$895
758151663 2/5/55 $20,324 $147,038
133422221 $26,763 $141,019
8764588 $4,337
148659373 $89,474 $26,450 $3,845
742437413 $2,317
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61920510 $76,589 $213,661 $27,779
723210037 1/31/55 $14,041 $122,698 $1,297
27678351 $79,582 $6,602
$80,824 $259,932 $9,580 $40,929 $5,453
3385821 $70,539 $232,942
899945663 $42,275 $190,963
357815196 $41,390 $175,478 $7,710 $3,173
404653113 $97,624 $285,242 $31,213
$234,282 $567,615
71921650 $21,247 $112,368 $3,620
307096281 $108,412 $7,859
187122023 $65,426 $181,181
145129925 $95,114 $289,409
584909942 $228,990
483144897 $88,327 $321,329
962530661 $74,943 $230,439
81807450 $65,914 $223,975 $3,474
538846592 $84,812 $9,910 $25,706
316675115 $73,528 $240,210
$90,671 $14,180
980038566 1/17/55 $31,728 $5,897
879600393 $69,639 $209,133
$53,122 $216,534 $7,312
720116173 $157,404
$67,730 $242,148
363221604 $84,736 $222,348
572087028 $175,284
387735485 $11,006
824026013 1/10/55 $69,788
155093200 $18,154 $108,984 $4,579
$6,293
18533155 1/9/55 $40,819 $194,339
537518791 1/8/55 $95,091 $31,890
862263401 $87,445
710437405 $30,560 $135,266
973540888 $52,857
698421002 $89,888 $302,923 $24,420
793404097 $45,576 $156,623
$5,069
285476064 $32,713 $166,614 $32,130
28378415 $119,998 $331,683
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335071025 12/30/54 $7,113
50629045 12/29/54 $46,140 $169,084 $4,276 $5,733
$66,200 $223,960 $17,260 $629
702329072 1

2/27/54 $52,351 $229,463 $1,098
588735599 1

2/26/54 $42,393 $150,361
316703824 1

2/25/54 $40,825 $193,319 $1,019
9644170 $298,520
616823528 1

2/24/54 $68,081 $221,459 $47,837
$38,290
896647378 12/23/54 $38,108 $196,692
$21,102 $97,406
989631917 12/21/54
107271421 $156,367 $424,404
1

2/18/54 $77,576 $261,611 $27,810
988268810 1

2/17/54 $60,448 $218,546 $7,540
956324939 1

2/16/54 $81,476 $243,539
718267703 1

2/14/54 $160,877
285369696 $81,966 $249,463 $3,592
649931193 $91,653 $275,424
385761061 1

2/13/54 $148,528
12/9/54 $86,510 $31,300 $8,898
272494372 1

2/7/54 $24,197
937135517 $165,769 $414,539 $44,250 $26,121 $3,459
528512018 $80,140 $233,009
78210383 1

2/5/54 $28,833 $183,748
698634293 12/3/54 $55,996 $220,628
800426023 1

2/2/54 $16,352 $134,164 $8,841
354229385 $57,857 $19,170
853903798 $61,958 $168,222 $27,120 $642 $3,334
$56,400
144317437 $73,558 $236,794 $18,650
95033073 1

2/1/54 $39,852 $125,283 $3,704
275030753 1

1/28/54
962972322 $108,375 $285,331 $39,360
157165466 1

1/25/54 $70,452 $12,950 $2,240
130382635 1

1/24/54 $92,898 $264,737
710024395 $9,189 $73,828
412236054 1

1/23/54 $33,385 $4,926
790856371 11/21/54 $139,681 $327,139 $37,510
713190787 $62,741 $173,680
659945192 $26,455 $185,130
69556068 11/20/54 $23,276 $109,877
319310046 $51,120 $4,373
847041377 11/19/54 $42,309 $132,978
581330020 1

1/18/54 $60,217 $8,284
631221670 $99,555 $290,524
163806448 1

1/17/54
557398026 $70,232
996382497 1

1/15/54 $28,453 $126,662
191509516 1

1/14/54 $129,556
75457408 $12,158 $22,410
938303236 1

1/13/54 $24,178 $115,381 $9,197
704607119 $60,769 $218,782
$3,347
156247251 $78,061
149129641 1

1/12/54 $20,094 $125,307
333376964 11/11/54 $107,202 $268,710 $32,164
93123152 11/10/54 $76,115 $262,673
327799516 11/9/54 $87,334 $208,665
39392545 1

1/8/54 $61,931 $213,530 $25,106
739003058 1

1/7/54 $36,620 $158,714
303886864 $26,681 $166,588
$5,377
909000393 1

1/4/54 $31,497 $197,502
498347919 $49,261 $551
948426614 1

1/3/54
252298862 1

1/2/54 $170,576 $7,097
587295432 $15,249 $29,370
932907055 $37,564 $16,770
303611470 11/1/54 $73,867 $1,300
$73,543 $225,263 $17,860
404639990 10/31/54 $92,626 $252,585 $31,340
492589235 $21,123 $123,825
793010743 10/28/54 $85,727 $256,089
560987892 10/27/54 $63,432 $218,922 $1,201
351770085 10/26/54
190609676 10/23/54 $190,010 $464,792 $28,010 $8,334
73898389 10/22/54
914372091 $118,996 $292,222
944223013 $37,405 $173,601 $19,260
8582268 $93,996 $316,275
853439712 $49,675 $181,340
710752022 10/20/54 $71,969 $212,081
413358029 10/18/54 $212,914 $553,525 $25,614
850999288 $96,599 $306,391 $29,820
468082888 10/16/54 $3,006
56624931 10/15/54 $75,109 $277,896
232409462 $139,239 $342,461 $19,920
564000120 10/12/54 $37,407 $138,623 $47,712
622965460 10/11/54 $52,966 $16,239 $2,967
191204388 10/10/54 $29,805 $179,666 $683
36151677 10/7/54 $226,510
351440529 10/6/54 $72,702 $221,350
771190621 $103,134
577852428 $85,428 $236,050
122722410 10/4/54 $60,845 $24,260
589304343 $65,442 $209,679 $27,497 $3,396
10/3/54 $32,867 $9,635
291215222 $69,158 $6,314
12064672 10/2/54 $49,557 $189,358
628909625 $61,853 $220,043 $17,180 $5,092
921318752 9/29/54 $40,368 $171,248
157774466 9/28/54 $22,335
634813826 9/26/54 $11,800 $3,118
551848479 $101,395
371660994 9/25/54 $28,725
706649281 $65,801 $7,056
$26,310
797320781 9/24/54 $78,103 $229,352
141869802 9/23/54 $9,063
521516849 $67,218 $245,505
666239340 9/22/54 $17,167 $30,400
424021867 9/20/54 $32,089
589964978 9/18/54 $124,745 $27,150
55986085 9/17/54 $69,411
640622708 $75,556 $269,688 $31,350 $1,435
317051751 9/13/54 $226,674 $10,474
9/12/54 $140,422
657187950 $120,490 $359,096
493825994 9/11/54 $19,421
593816518 $125,058 $2,418
700043765 $46,846 $224,065 $27,410
715156643 9/10/54 $119,566 $334,438
526540595 $32,097
910036762 $81,547
179378595 9/9/54 $131,148 $28,400
234720158 9/8/54 $21,361 $146,354
430554774 9/7/54 $77,865 $209,526
761918307 $87,100
$109,361 $306,852 $762
954178903 $148,221 $20,820 $21,998
533779817 9/6/54 $107,327 $316,035
602096710 $153,009 $416,576 $24,640 $5,777
9/5/54 $99,798
585490263 9/4/54
771117288 9/3/54 $109,237 $26,900
336469329 9/2/54 $75,209
666517830 $186,027 $455,275 $2,104
26982245 8/31/54 $69,852 $214,714
598809422 $87,038
870579364 8/29/54 $64,015
702221350 $68,958 $190,128
24974672 $115,540 $336,608
344024832 8/27/54 $13,996 $9,630 $49,148 $1,902
826620112 8/25/54 $35,441 $143,569 $9,611 $7,108
204629831 8/23/54 $36,365 $20,010 $5,811
776316591 $53,420 $190,092
837299054 8/22/54 $269,046
256857398 $37,417 $140,449
234713782 8/21/54 $32,959 $18,400
541441959 8/20/54 $54,391 $219,806
551932370 8/17/54 $91,324 $261,739
323954134 8/16/54 $42,127
747002242 8/15/54 $129,261 $325,139 $25,495
999640290 $33,464 $153,488 $2,883
682864335 8/14/54 $160,894 $402,158 $23,810
67790126 8/13/54 $164,669 $386,273
530069868 8/10/54 $61,061 $35,630
498844883 8/9/54 $71,033 $219,527
254668516 8/8/54 $73,473 $251,927
533351979 8/6/54 $53,556 $167,505
845684294 $41,167
$21,290
747557690 8/4/54 $115,797
269977287 $144,467
12066584 8/3/54 $116,415 $335,711
71307964 $106,180
13754425 8/1/54 $89,479 $239,934 $14,950
$26,156 $179,165
432777115 $49,979 $186,606 $11,000
$28,959 $5,424
3988715 7/31/54 $37,846 $162,455
848764796 $55,239 $15,700
456676042 $77,203 $3,901
532814342 $202,242
559586671
880164797 $52,149 $184,538
968373001 7/30/54 $168,229 $27,896
$117,583 $295,982
61800157 $54,013
62989973 7/28/54 $89,161 $317,592
226973374 7/27/54 $108,137
870900882 $44,492 $10,941 $5,686
573744666 $35,316 $194,782
692928838 7/26/54 $44,786 $175,534
675974391 7/25/54 $32,722 $4,770
823684694 $20,188
494595708 7/24/54 $35,457 $203,037 $6,279
61087160 7/23/54 $39,163 $168,058 $36,025
661723256 $25,550
612414857 $29,836 $130,714 $10,240
134411247 7/21/54 $24,101
7/18/54 $79,720 $270,342
926305794 $98,716 $29,651
72137269 $14,604 $114,676 $9,543 $3,556
185458905 7/17/54 $62,991 $234,990 $3,078
377886788 $108,151 $5,812
400710320 7/16/54 $72,727 $246,002 $13,210
$322,926
181478559 $65,166 $254,586 $38,411 $5,866
339409075 7/15/54 $96,708
946925740 $101,470 $321,990
184517615 7/14/54 $38,632 $25,340
32831884 7/13/54 $39,089 $206,898
754785835 $63,457 $209,490
547019584 $118,731 $25,752
$54,795
81804431 $81,255 $231,143
442338873 7/12/54 $61,696 $207,862 $4,361
141677056 7/9/54 $91,898 $318,207 $16,190
636340714 $177,365 $49,940
448919905 $61,710 $255,337
136529714 7/8/54 $116,018 $16,545 $4,011
805248015 7/7/54 $166,168
24728362 $155,714
601471307 $121,880 $319,026 $7,704
570460940 $58,369 $200,672
197076194 7/4/54 $23,773 $34,510
654878657 7/3/54 $54,667 $204,364 $13,570
966115349 7/2/54 $39,196
594690877 7/1/54 $105,756 $298,161
394837296 6/30/54 $107,663 $389,586
753164698 6/29/54 $61,630 $2,279 $1,326
6/26/54 $103,087 $237,957
6/24/54
161058138 6/23/54 $276,390
601891328 6/22/54 $1,158
192541686 $117,609 $362,233
977286255 6/21/54 $71,119 $2,446
204690473 6/20/54 $39,472 $111,469
92741602 $47,907 $1,538
479870368 6/19/54 $61,705 $217,907 $3,618 $5,434
122706769 $129,814
581342206 6/18/54 $2,659
876214286 $62,808 $237,038 $1,266
61970712 6/17/54 $107,537 $295,463
533527411 $77,183 $262,380 $17,440
282076733 $50,352 $201,404
513407996 $8,027
821520110 6/16/54 $116,603 $339,740
338083160 6/15/54 $55,573
184537318 $64,632 $258,727
574107788 6/14/54 $57,627 $7,407
271597102
77027507 6/13/54 $43,998 $181,595
91317111 6/12/54 $39,327 $17,963
875064267 $48,319 $205,802 $29,613
453314305 6/11/54 $60,945 $189,813 $33,160
75353526 6/10/54 $66,631 $189,498 $7,141
6/9/54 $38,639 $151,007
281067368 $13,544 $2,412 $3,619
904889428 $70,067 $1,221
874594485 6/6/54 $59,197
931557642 $89,531
409866880 $95,330
570398624 6/5/54 $65,940 $231,593
$83,111 $237,263 $7,017
909533062 $6,524 $2,580
282607316 6/4/54 $38,563
478397979 $71,734 $11,564 $2,517
240318859 6/3/54
$75,386 $207,203
334788395 6/2/54 $36,947 $165,094
908740964 $55,626 $234,216
676137046 6/1/54 $67,803 $206,997 $3,948
117630250 5/31/54 $28,538 $140,924
71554646 5/30/54 $238,874
359816109 5/29/54 $91,347 $301,304 $1,911
753800009 $82,151
341587786 $278,656
677361872 5/23/54 $153,565 $435,509 $31,110
782141189 $11,261 $151,509
166240500 5/22/54 $26,237 $29,420
115686938 5/21/54 $37,675 $148,826 $3,978
566461055 $44,213 $186,149
492542727 $15,796 $145,824 $1,294
945402589 $87,444 $247,573
351071250 5/19/54 $1,930
966504793 5/18/54 $24,846 $152,559 $39,204
674931720 5/17/54 $34,675 $165,566
873011839 $20,045 $160,500
449872778 5/15/54 $103,537 $6,084
567608997 5/14/54 $93,480
736213708 5/13/54 $107,012 $322,746
943420759 $22,741 $151,957
94857393 5/10/54 $56,351 $219,589
983067335 5/9/54 $67,633 $211,342 $4,339 $2,559
5/8/54 $62,552 $208,227 $2,631
670103455 $41,492 $198,232
108491144 5/7/54
27596642 $87,420 $244,089
326717591 $22,683
644517067 5/6/54 $128,654 $378,761
601051854 $59,763 $193,504 $12,751 $1,699
3163113 5/5/54 $64,874 $167,556 $37,583
225204138 $52,541 $5,601
842458865 5/4/54 $46,684 $168,591 $10,670
5/3/54 $2,887
549935007 $17,460
391519118 5/2/54 $35,825 $212,583
940769601 4/30/54 $19,802
808457403 4/29/54 $155,990 $405,671
632040016 4/27/54 $63,103
8890927 $20,637
708997692 $80,358 $232,459
386116773 4/25/54 $102,264 $8,132
263035171 $49,089
930659497 4/24/54 $14,856 $98,109
507616272 4/23/54 $84,151 $277,252 $2,807
320606745 4/22/54 $19,909 $130,331
296809989 4/20/54 $45,105 $181,896 $36,562
905198638 $49,116 $213,351
$48,961 $177,210
544712125 4/17/54 $22,721 $143,434 $19,880
777891153 4/16/54 $40,390 $229,727
4/14/54 $1,405 $90,146
611643557 4/13/54 $61,094 $175,634 $5,528 $2,836
281636972 $15,151 $119,434
892208350 4/12/54 $55,848 $216,312 $34,748
937224895 $9,159
690434693 $55,060
768598772 4/10/54 $51,655 $182,945
748843840 $468,171 $24,190
570538751 $71,936
779219821 4/9/54 $133,294 $5,762
997381145 4/8/54 $117,640 $296,369
63641910 4/7/54 $102,765
$5,796 $5,791
291944911 4/4/54 $47,343 $218,313
33866999 4/3/54 $178,667 $3,398
345352186 3/31/54 $18,503
999800537 $71,076 $216,234 $3,300
76935729 3/29/54 $19,469 $5,226
294957776 3/28/54 $94,325 $301,739 $4,875
116871771 $27,266 $5,788
30585983 $32,596
594331532 3/27/54 $20,757 $142,511 $3,580
790738376 3/25/54 $25,032
107330101 $28,731 $13,042
49607472 $55,983
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916300818 $93,349 $4,354
398088595 $11,677
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591182536 $110,575 $340,631 $17,060
360787695 3/23/54 $51,113 $204,071 $16,558 $18,955
3/22/54 $97,205 $294,982
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267621875 $37,986 $183,759
583100194 3/20/54 $60,245 $191,309
890760335 $170,400
648252980 $90,153 $3,639
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636288690 $53,896 $221,275
3/17/54 $19,599 $134,906
316448362 $49,474 $169,453 $7,980
437239046 3/16/54 $64,867 $210,631
78448715 $4,786
326900696 $63,117
831585855 $20,653 $140,294
849635969 3/15/54 $30,415 $121,494 $3,456
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670054779 3/12/54 $100,822 $290,668
181829322 $63,479 $218,781
303985749 $147,990 $411,073
284503295 3/11/54 $106,015 $263,348 $32,915
793176262 3/9/54 $61,952 $252,391 $31,010
$22,738
867703916 3/8/54 $32,394
377879248 $81,264
915868535 $52,108 $197,222
108385737 3/7/54 $102,393 $2,371
563642988 $191,579 $449,329
812705569 3/6/54 $170,924 $411,363
903408846 3/5/54
282367437 $78,432 $259,622
479317426 3/4/54 $80,601 $9,448
543923847 $76,910 $230,941
99001090 $47,763 $157,820 $7,176
565447249 3/2/54 $100,335 $286,248
86637420 3/1/54 $13,891 $1,546
173377251 2/28/54
208280446 $152,563 $455,931
601458149 $65,750 $20,038
685007141 $111,560 $29,150 $1,379
693292141 $78,796 $236,707
674730942 $162,478
797925473 $100,508
515537041 $157,107 $5,606
796741043
535690622 2/22/54 $72,738 $2,448 $6,978
187694741 2/20/54 $97,496
656203689 $114,905 $294,905 $17,490
571391429 $26,378 $151,135
54589002 2/19/54 $29,955 $86,034
749524608 $90,479 $250,111 $3,213
255252716 $12,106 $36,236 $5,109
142342235 $207,123 $488,301
310201747 $67,095 $259,295 $19,420
$34,320
104057457 $48,819 $198,108 $3,642
522711656 $49,957 $191,130
408205951 $162,409
$128,801 $5,994
274305518
$36,912 $34,514
131496841 2/10/54 $88,787 $215,953
872721141 $103,272 $318,758 $633
394875741 $122,195
558171004 $8,467 $105,059
466811413 2/6/54 $75,527
250477489 $79,941 $258,068
353352499
100237269 $14,554
265777754 $56,828 $201,430 $937
471548802 $19,793
$191,870 $546,868
85637705 $23,000 $167,879
638092102 $81,287 $234,505 $29,590
652680644 $51,165 $218,258
544790956 $89,187 $241,074
932313066 1/30/54 $157,907 $1,434
760432134 $52,244 $270,015 $27,610
668137534 $8,234
128484499 1/29/54 $30,085 $128,194 $3,769
930282594 $69,743 $9,062
3029573 1/26/54 $36,630 $179,158
699856275 $86,810 $284,565
299535182 $70,982 $220,008
387872327 $102,658 $315,103
918307302 $80,127 $223,205 $10,931
909134973 $103,249 $329,348
555020654 $316,587
238903525
714870833 $61,598 $202,760
588888550 $106,859
87335150 $28,207 $10,737
367158992 1/16/54
908744588 $19,917 $102,059
249037674 $108,309
912708702 $67,263 $212,757 $32,270 $1,335
$135,756
498082914 $77,453 $30,130 $1,874
130076382 $135,768 $8,176 $3,952
51876784 $88,615
430513091 $22,679 $163,845
799267174
998212966 $30,403 $144,522
508835703 $101,860 $40,086
496217315 $52,822
616789234 $92,049 $267,902 $41,771
273649035 $26,627 $130,959
161886800 1/5/54 $71,512 $224,539 $30,270
527123095 $66,809 $246,682
878870171 $62,884
951601476 $73,326 $256,305 $12,098
729153823
293776930 12/31/53 $51,221 $166,715
212687745 12/30/53 $63,952 $196,368 $32,340 $27,877 $2,117
971694618 12/29/53 $16,082
388238418 1

2/27/53
384332699 $64,916 $232,064 $21,270
$30,870 $41,476 $4,303
964114982 12/26/53 $86,603
823290786 $36,544 $123,639
523752818 12/25/53 $79,627 $252,862
315330356 12/23/53 $77,337 $26,010 $6,238 $21,829
79426115 12/22/53 $24,070
296748541 $204,888 $26,730
$48,344
294807433 $21,335 $1,856
$7,102
956444913 1

2/21/53 $59,958
784653710 1

2/20/53 $72,245 $241,795
413423871 1

2/19/53 $197,836 $504,107 $8,832
$25,780 $45,436
446639717 1

2/18/53 $79,586 $5,006
387659804 $117,309 $12,118
$27,670
975568099 $16,086 $108,026
1

2/17/53 $42,133 $184,640
738856598 12/16/53 $66,508 $19,698
445545403 $16,736 $102,335
82438997 1

2/14/53 $62,447 $203,472
322894279 1

2/12/53 $84,028 $223,747
12742023 $48,124 $226,555 $1,030
508605858 12/11/53 $227,092 $544,976 $31,370
617209961 $73,240 $217,583
894930804 12/10/53 $88,735
256996161 1

2/9/53 $40,730 $220,167
$57,365 $226,671
981121505 12/8/53 $65,466 $212,677
420449322 $39,978 $162,767 $10,000
542875211 1

2/7/53 $64,665 $255,595
48303347 1

2/6/53 $150,529
667241606 12/4/53 $136,408
$39,900
396323054 1

2/3/53 $185,836 $509,115
99841097 1

2/2/53 $6,556
412642631 11/30/53 $19,350
570715637 1

1/29/53
819642529 11/28/53 $111,268 $288,071 $28,026 $4,644
$10,366 $5,329
$65,359
924174978 1

1/27/53 $78,599 $255,423 $7,579
36771943 1

1/24/53 $46,458 $240,926 $2,921
400922105 $32,279 $163,420 $5,108
792049735 1

1/23/53 $47,484
912928664 1

1/22/53 $7,696
1514697 11/21/53 $55,272 $212,774
669242372 1

1/20/53 $103,093 $323,805
653142988 $181,752
$4,974
577375929 1

1/19/53 $39,032 $209,556
22219151 $33,648 $180,461 $6,005
390145148 11/16/53 $75,739 $257,180
483108042 1

1/15/53 $99,021 $4,826
507238022 1

1/13/53 $137,285 $35,428
83467828 1

1/12/53 $116,602 $295,080
995588201 $85,479 $260,410
197703607 1

1/10/53 $112,226 $317,347
210978517 1

1/8/53 $52,543 $219,675
649809932 $105,811
617988135
200390772 1

1/7/53 $43,197
563783433 1

1/6/53 $67,410 $210,755 $30,350
700933364 $151,139 $24,700
352463503 1

1/4/53 $72,383 $224,700 $3,990 $1,592
802236621 1

1/3/53 $75,614 $188,804
462437139 10/31/53 $30,263 $131,414
865309812 $33,953 $164,542 $12,040 $2,535
74505292 $34,637 $5,182
899077689 10/30/53 $100,888 $277,621
88831141 10/27/53 $11,363 $104,389
948288985 10/25/53 $79,538
198110040 10/24/53 $26,391
22977160 10/23/53 $45,372 $236,719
796551330 $60,352 $246,779
140801713 $108,439 $361,875 $28,250
981279059 10/22/53 $111,439
982415908 $71,869 $246,071 $4,839 $3,993
$30,710
600392921 10/20/53 $12,603 $111,492 $28,440
446338957 10/19/53 $43,501 $134,977
10/18/53
967655243 $114,513
756103596 10/17/53 $56,006 $190,938 $712
$30,910
717180749 $30,226 $114,879
586056136 10/16/53 $24,575 $176,282
794964321 10/15/53 $145,066
754767310 10/14/53 $100,253
344586956 10/13/53 $45,996 $192,429
712358057 10/12/53 $100,018 $346,916 $16,100
99463738 10/10/53 $132,651 $340,258 $24,800
374904331 $50,206 $176,373 $25,400
669900520 $52,338 $199,441
826547678 $121,133 $297,340
$56,237 $210,027 $16,165 $5,268
28977784 $109,953 $323,579 $22,820 $8,047
10/9/53 $95,550 $2,169
434058950 10/8/53 $66,030 $211,063 $20,110
10/7/53 $70,840
$4,655 $5,323
225837822 $23,965 $6,300
367663474 10/6/53 $68,126
$3,036
501919123 $66,326 $273,845
2312564 $104,206
943239147 10/4/53 $97,475 $8,393
533784758 10/3/53
919201676 $142,852 $387,756
$21,280 $9,303 $6,093
600009052 10/2/53 $224,054 $3,916
471663062 9/30/53 $82,398 $235,439
383853953 $106,711 $312,123 $12,630 $9,091
180728444 9/29/53 $19,313 $120,019
$62,565 $188,189
497331046 $68,485 $228,016 $7,848 $5,102
454506838 9/28/53 $39,075 $170,744 $26,000
23273890 $66,699 $1,186
228390035 9/26/53 $28,125
969569947 $35,018 $177,267
544650035 $182,650 $419,730 $34,540
478272261 $67,938 $235,842
2885798 9/25/53 $60,213 $216,721
314595556 $123,289
$19,139 $123,576
321690322 9/24/53 $116,668
653916577
780807718 $39,393 $176,823
$2,318
9/22/53 $147,091 $35,095 $2,901
323766565 9/19/53 $49,680 $228,046
53836228 9/17/53 $33,899 $158,521
672673381 9/16/53 $108,980
983129972 9/15/53 $69,208
967051111 $26,667 $144,726 $27,020
312125328 $95,640 $282,509 $24,860
658501237 9/14/53 $21,534 $90,467 $32,589
102262070 9/12/53 $146,882
313108389 $38,871 $178,677 $2,300
209690435 $78,005 $267,536
450356553 $153,199 $370,944
600884000 9/11/53 $48,284 $180,887 $28,621 $6,663
615835825 9/10/53 $24,526 $183,982
894008021 9/9/53 $196,756 $502,867
63720055 $102,092 $2,619
541204921 9/8/53 $73,872 $245,878 $20,240
387113644 9/7/53 $28,996 $137,891 $6,639
251827434 9/5/53
526211632 9/4/53 $355,800 $9,255
484650249 9/3/53 $161,372 $6,724
399724487 $59,244 $174,518 $12,020 $42,789
880340839 9/2/53 $107,872 $324,375 $12,290
670127664 $35,852 $142,093
723949139 8/31/53 $112,213 $10,788 $8,755
396302344 8/29/53 $119,870 $321,592
$84,667 $236,725
$35,050
94781293 8/28/53 $35,384
956104436 8/27/53
$21,238
716529429 $59,722
18911750 8/26/53 $113,805 $5,624
$162,891
662689878 8/24/53 $56,849 $6,418
8/22/53 $67,381 $226,928 $6,149
802769940 8/21/53 $35,564 $179,331
620916539 $55,901 $231,583 $33,560
237419513 8/20/53 $36,026 $190,921
340299187 8/19/53 $98,493 $280,663
35408858 8/18/53 $88,359 $267,679
595400901 8/17/53 $16,369 $129,084
735124438 8/14/53 $57,870 $264,516
270504566 8/13/53 $132,560 $319,774
8/12/53 $6,781
833443761 8/11/53 $79,317 $241,733
927032368 8/10/53 $34,724 $148,351
79929674 8/9/53
898631869 8/5/53 $78,374 $18,620 $3,181
825087938 $23,801 $118,402 $3,880 $19,005
843933160 8/3/53 $71,667 $2,786
526802701 $127,880
8/1/53 $177,562 $22,110 $4,395
972040608 7/30/53 $82,037 $263,995
354783439 $57,209 $214,461 $5,334
660894129 7/29/53
284137091 $78,915 $248,764
561899458 7/28/53 $76,744 $231,484
536885068 $82,149
565148583 7/27/53 $57,323
$51,822 $174,401 $7,870
604260688 7/26/53 $37,192 $139,612 $4,876
949901631 7/25/53 $175,117
$28,950
374507309 $35,995 $3,531
212162970 7/24/53 $18,311 $145,159 $2,607
278089528 $76,666 $248,160
312674281 7/22/53 $62,433
798235652 $136,371 $27,540 $4,059
22725070 $33,870 $164,424 $1,868
36289741 7/20/53 $79,290 $243,362 $1,053
578135332 7/19/53 $118,739
197255933 $45,626 $183,557 $3,613
638060173 $63,084 $221,121
822553919 $49,917 $182,126
63673872 7/18/53 $73,644 $266,128
292591651 7/17/53 $44,358 $169,297 $10,540
967791813 $133,912
7/16/53 $83,790 $266,852 $3,542
7/15/53 $88,632 $258,636 $7,864 $4,034
142194056 $74,417 $263,259 $2,913
302738462 7/13/53 $60,551 $2,078
$64,030 $191,941 $30,807
918305228 7/12/53 $130,464 $362,541 $11,728
278452834 $288,592
623213210 7/11/53 $99,224 $274,393
729461059 $53,694 $193,057
818056111 7/8/53 $79,249 $269,116
$5,348
$2,280 $4,573
351021322 $81,941 $277,792
156574116 7/5/53 $41,944 $100,318
310571543 $45,100 $37,157
379201232 7/4/53 $91,283 $277,520 $26,610 $12,861
7/3/53 $111,580 $291,785
466539809 7/2/53 $103,455 $286,457
437104082 $67,711
176260327 $40,577 $136,712
141897395 7/1/53 $125,379 $347,068
671273928 6/30/53 $61,674
384261823 $68,360 $237,457 $6,560 $3,135
408300472 6/29/53 $108,636 $30,750
240938337 6/26/53 $111,318 $330,183 $35,730 $2,935
918481973 6/24/53 $6,052
6/22/53 $195,795
23757259 $74,478 $223,052 $5,855
83085878 6/21/53 $216,464 $544,783 $39,130 $4,493
6/20/53 $40,264 $116,913
366348938 6/19/53
$6,969
354216193 6/18/53 $59,927 $6,796
999178959 6/17/53 $83,187
$107,204 $332,591
789568994 6/16/53 $104,990 $306,540
198710955 $52,703 $221,964
586661304 $42,764 $171,180 $5,780
332136674 6/13/53 $165,373 $41,490
$1,088
990710715 6/12/53 $20,519
859631331 6/11/53 $31,177 $150,102 $1,766
548310522
199869071 6/9/53 $42,621 $7,333
398984508 $90,232 $260,661 $15,780
509848253 6/8/53 $52,955
427771229 $24,306 $150,872 $8,414
43203770 6/7/53 $99,200 $6,913
513469194 $85,384 $266,348 $5,462
600674233 6/6/53 $37,360
328295910 $15,951 $123,642
582239433 6/5/53 $93,543 $24,430 $43,170
$48,885 $37,412
399019366 $99,087 $298,048
285072055 6/3/53 $98,572 $3,180
597271892 $6,576 $144,646
676425834 6/2/53 $89,657 $267,839 $11,070
403265081 $78,804 $270,734 $7,428
988086614 5/31/53 $56,460 $199,879 $7,688
207249253 5/30/53 $34,508 $183,694 $8,430 $25,401
47386311 5/28/53 $33,635 $191,957 $26,790 $3,273
199477356 5/26/53 $153,458 $40,980 $16,328
773135844 $112,465 $24,330 $5,992
491571100 $34,522
880356169 5/24/53 $43,220 $2,882
349101523 5/23/53 $47,520 $205,201
682956351 5/21/53 $100,022 $290,572 $25,070
5/20/53 $6,554 $27,883 $5,805
430706141 5/19/53 $11,583
442332329 5/16/53 $87,380 $249,873
591330652 $34,671
363208227 5/14/53 $162,243 $10,990
422139546 $69,692
$80,336
296960793 5/13/53 $49,838 $159,152
208116405 $85,559 $285,506
800627713 5/12/53 $44,041 $211,550 $20,340 $7,813
115481174 5/11/53 $66,222 $241,932 $879
244818749 5/10/53 $67,857 $225,981 $33,223
464324304 5/9/53 $38,388 $12,192 $5,761
411833013 5/8/53 $25,772 $140,649
283273689 5/7/53 $128,083 $342,166 $8,151
783726476 5/4/53 $35,214 $139,244
276708023
624484902 5/3/53 $46,955
$5,070 $1,790
782118634 5/2/53 $44,763
843422840 $140,113 $363,845 $7,601
638479990 5/1/53 $26,353 $128,701 $11,350
950995873 4/30/53 $4,061
959909655 $50,863 $199,438
542042023 $109,034
392991699 $107,542
368897332 4/28/53 $52,411 $158,113
231207523 $37,484 $199,906
897476712 4/27/53 $66,251 $217,701
774223374 $77,946 $225,853 $6,471
$14,351
419976048 4/26/53 $16,717
349451600 4/25/53 $50,252 $182,910 $9,351 $32,203
484076879 $104,017 $21,610 $28,005
677948838 4/24/53 $45,300 $152,064
184808928 $83,277 $23,090
$3,538
435169079 4/23/53 $369,612 $20,440
363428467 $113,004 $323,383 $4,637
607814008 4/22/53 $217,164 $25,360
330009006 4/21/53 $106,409 $6,948
261574026 $13,665
878765573 $38,392 $210,039
547475491 4/17/53 $51,624 $209,830 $2,843
423872499 4/15/53 $114,924 $298,660 $38,600
69165559 4/14/53 $207,519 $2,119
891109608 4/12/53 $57,933 $202,659 $9,893
947436841 $23,783
591933815 4/11/53 $107,006 $342,272
277451766 $137,041
603699779 $82,742 $12,502
243138203 4/10/53 $132,767 $348,409
$64,654
960732611 4/9/53 $50,159 $226,464
788829442 4/8/53 $5,420
330728929 $9,868 $3,257
611811934 $256,870 $48,620
493274156 $40,047 $153,059 $8,292
667292874 4/7/53 $120,401 $348,157 $35,980
571823205 4/6/53 $62,886 $202,178
93592327 $116,634 $360,331
129005389 4/5/53 $42,644 $158,938
662930181 4/3/53 $78,929
$96,729 $270,745
627727255 $271,213 $30,060
521577209 4/2/53 $144,448 $370,578
3/30/53 $75,983 $252,802 $30,343
$22,100
404476742 $99,739
191542399 $73,085 $248,799
538813591 3/29/53 $107,677
728005011 $2,476
3/28/53 $8,588 $119,058
478593905 3/26/53 $50,759
3/25/53 $109,874 $319,629
43067331 $50,117 $169,838
819630864 3/24/53 $29,968 $180,980
637224986 $66,067 $194,092 $9,660 $53,568
866014907 3/23/53 $34,705 $173,076
835480391 $132,292 $386,835
130679453 $168,933
391403011 3/21/53 $34,208 $160,959 $6,583 $2,582
663444518 $46,254 $162,914 $3,060
968194039 $249,798 $8,200
238657060 3/20/53 $312,180
728598765 3/19/53 $45,109 $230,564
877774863 $46,018 $1,003
214882221 $380,430
118822099 $47,655
237521433 3/17/53 $57,625
3/16/53 $100,790 $21,010 $4,256
199223660 $156,557
915078478 $49,657 $139,287 $12,775
538955593 3/14/53 $195,459
654085972 $27,880
741426745 3/12/53 $35,678 $12,610
442319498 $168,624
627873239 $63,990 $228,402 $13,251 $3,281
802668981 3/11/53 $140,919 $365,826
710199202 3/10/53 $160,642 $406,906 $30,575
3/8/53 $33,576 $213,497 $4,851
364031842 $14,193
898078854 $82,996 $240,689
387116789 $40,992 $165,542 $30,520
290532681 3/6/53 $108,701 $337,340
230201806 $76,216 $29,700 $35,098
237919358 3/5/53 $63,553 $33,640 $37,876
662322510 $46,247 $186,682
946862851 $7,109
234402670 $111,343 $343,846
340532523 $31,276 $129,120 $30,070 $5,008 $42,523
710125256 3/4/53 $24,202 $3,475
817016721 3/3/53 $69,350 $254,858
213844786 $136,301
813209345 $70,191 $218,831
2/28/53 $3,850
865934369 $266,027
420584212 2/24/53 $43,651 $128,478 $6,391 $8,331
468319207 $250,444
178223169 $74,607 $275,748
144827905 $98,346 $296,257
918614314 $17,991 $17,280
610834268 $122,086 $347,291
291961707 $48,656 $194,871
122348719 $189,106 $486,942 $32,969
340661905
999926368 $57,456 $207,400
890091849 $125,610 $329,203
443540965 $140,766 $375,813 $6,143
$45,018 $33,026
182301007 $49,654
836892979 $71,855 $37,760
217188837 $100,251 $316,455 $12,430
736941520 $16,468 $100,941
622982638 $154,985 $28,540
298972738 $51,402 $6,987
991182013 $41,077 $139,416
$113,386 $322,467
491803126 $84,614 $285,181 $38,420
138562850 2/5/53 $26,697 $134,863
184801824 $61,552 $201,807 $6,499
890866037 $109,860 $6,343
46945798 $104,466 $299,208
603031936 $102,253 $265,759 $22,900 $4,842
597023314 $27,669 $163,356
967639753 1/31/53 $74,181 $251,024
495762787 $66,522 $28,642
152658435 $164,953
831574245 $27,703 $178,482
141092115 1/26/53 $183,558 $472,867
629744379 1/25/53 $56,467
544601009 $52,932 $214,272 $15,560 $18,907
839068580 $234,203 $1,495
772821346 $80,928
812601483 $26,412 $140,131 $8,636 $5,488
814683897 $170,949 $458
336802223 $24,342 $190,366 $7,071
754588816 $109,084 $257,476
957050266 1/17/53 $41,083 $177,527 $2,520
439724155 $63,903 $210,314
$28,070
242904802 $6,909
647127299 1/14/53 $64,800 $221,460
162905270 $44,574 $27,130 $6,939
$54,216 $2,349
997170022 1/11/53 $128,026 $350,087
194053983 $31,834
72133814 $28,302 $165,281
398175052 $91,319 $277,559 $28,460
623678383 $33,914
70519778 $95,662 $254,898 $25,490 $4,796
155240688 $177,832 $471,670 $25,240 $949
490269648 $50,112 $185,273 $2,894
417647121 $181,918 $411,687 $28,030
644790732 $56,388 $204,486
624846910 $45,045 $159,854
373383543
518979161
837810448 $35,231 $160,852
353160051 $36,079 $18,410
761445780 $219,719
177541837 $84,030
982625171 $45,237 $184,819
171275064 1/2/53 $111,916 $327,623
508922606 $30,969
636926705 $210,725
299024508 1/1/53 $397,661
456057416 12/31/52 $18,220
674380854 12/30/52 $23,863 $143,184 $7,387
757463764 $94,198 $315,253 $26,190
573265015 $61,585 $225,119
1

2/29/52 $143,073 $346,667 $27,710
154474118 1

2/28/52 $131,260
116026007 1

2/27/52 $109,609 $316,291 $23,433
135435380 1

2/26/52 $33,333 $124,115
699700961 $85,610 $254,647
881032817 1

2/25/52 $26,601 $130,121
30946151 $36,607 $206,422
790438694 1

2/24/52 $59,838 $192,061 $1,982
453194620 $65,894
379087735 12/23/52 $65,060 $206,130
524832150 $102,271 $298,214
945912532 1

2/22/52 $51,225 $129,042 $19,280
722851035 1

2/21/52 $57,049 $211,508 $1,437
651130544 12/20/52 $217,967 $33,500 $7,698
228820933 1

2/19/52
1

2/18/52 $128,109
973329537 12/17/52 $19,814
959771093 $38,786 $150,824
304688128 12/16/52 $51,247 $197,593 $25,480
105395217 1

2/15/52 $56,062 $223,241
581610822 1

2/14/52 $134,752 $3,722
320270230 $103,884 $305,037
630263481 12/13/52 $34,195
707689538 1

2/12/52 $54,340 $218,964 $20,320
37595654 $119,904 $23,530 $2,758
627828331 1

2/11/52 $89,590
677401187 1

2/10/52 $39,238 $180,762
884755125 $36,110 $175,359 $26,321 $3,793
343549613 1

2/7/52 $70,307 $226,429
634828055 1

2/6/52 $14,704 $80,659
376858960 1

2/5/52 $72,207 $242,596
771950909 $26,266 $125,951 $7,766
34709295 $252,146 $584,116
534146705 1

2/4/52 $550,223
962082022 $48,407 $182,720
821729166 1

2/3/52 $87,396
597820690 1

2/2/52 $9,494 $2,572
764542231 1

2/1/52 $214,653 $498,559 $37,960
691314117 $121,840 $326,187 $29,300
273257834 11/30/52 $91,685 $287,159
649487880
205071418 11/29/52 $65,075 $5,219 $7,135
604011839 $21,525 $113,804
977453384 $54,945 $4,915
741770308 1

1/27/52 $152,992 $366,152
598571455 1

1/25/52 $57,136 $192,619 $8,446
291796704 1

1/24/52 $28,063 $114,907
$59,110 $248,132
877963843 $60,829 $192,496 $32,630 $6,626
$23,655 $190,550
$9,340 $43,381 $8,696
113928673 1

1/23/52 $164,877
$19,780 $8,863
31185701 1

1/21/52 $174,806 $442,158
840326050 $119,816
1

1/20/52 $133,300 $379,537
116202466 11/18/52 $140,734
530675931 11/17/52 $28,172 $175,173
251338459 1

1/16/52 $42,303 $199,772
45380209 $62,486 $14,915
408105547 $18,789 $146,055
306365685 1

1/13/52 $85,729 $254,068 $878
761425152 1

1/9/52
393735825 1

1/8/52 $109,533 $300,480
$2,842
782104793 $59,245
591264788 1

1/7/52 $23,596 $147,506
278533150 1

1/6/52 $212,572 $525,908
926182974
619566934 1

1/5/52 $86,434 $236,431
312864789 1

1/4/52 $14,096 $163,866
$7,285 $3,121
531858441 $36,229 $148,633
402836695 $171,687
762380453 1

1/3/52 $157,146
195063685 $21,190
481512763 1

1/2/52 $45,669 $165,229
174361626 1

1/1/52 $31,456 $148,339
477432531 10/31/52 $99,175 $268,846
620308460 $58,568 $217,714 $873
631245376 10/30/52 $25,674 $151,714
166923425 10/29/52 $1,305
$3,968
883748009 10/27/52 $18,444
317082628 10/24/52 $153,802 $405,257
79977172 $180,809
138372300 10/23/52 $19,779 $96,107 $25,250 $4,903
320720333 $88,285 $281,686
634844410 $19,483 $81,685 $20,115
256277152 10/22/52 $91,949
838070021 10/20/52 $101,498 $21,063
199609499 10/18/52 $120,150 $318,649
360675457 $90,802 $300,604
335092415 10/17/52 $32,267
318176670 10/16/52 $76,663 $286,924
59520624 $82,503 $21,800 $6,633
962365648 10/13/52 $47,235 $205,801 $9,933 $3,354
584024244 10/12/52 $149,582
$30,835 $141,710
113404562
87850860 10/11/52 $42,278 $126,429 $36,646
402064509 $166,325 $470,327
286019084 $114,748 $289,437
373267772 $21,281 $117,398
357762726 10/10/52 $80,105
686663125 $17,097 $116,001
493430265 $171,348 $414,733 $37,170
10/9/52 $70,440
683071326 10/8/52 $62,133 $222,691
961217357 $172,091 $374,376
770585650 10/7/52 $59,164
940564263 $237,869 $20,767
167422242 10/6/52 $84,011 $249,357 $30,590
303875904 10/2/52 $107,406
734389179 9/30/52 $59,963 $195,091 $24,400 $23,116
984488730 $32,418
149919152 $30,229
108387664 9/27/52 $67,433 $155,700
568473723 9/26/52 $104,271 $265,153 $36,120
9/25/52 $57,446 $205,310 $12,120
$25,090 $5,324
308591224 9/24/52 $28,598 $102,214
657603682 9/23/52 $78,953 $233,925
160526320 $52,891 $232,693 $8,352 $6,315
140971425 $66,524 $12,024
751270923 9/20/52 $44,366 $181,082
9/19/52 $25,907
22955293 $78,438 $241,003
668312735 9/17/52 $107,414 $21,220 $8,295
171198581 9/16/52 $50,603 $1,533
817582283 $124,520 $352,158
197650346 $113,253 $2,024
9/15/52 $21,517 $130,812 $27,430 $6,934
$7,143 $2,344
640941698 9/14/52 $82,633 $15,697 $17,628
53702103 9/12/52 $21,282 $6,544 $5,523
$138,524 $391,739 $6,699
372761026 9/10/52 $80,577
117032050 9/9/52 $69,616 $264,840
313335491 $69,560
810723697 9/8/52 $81,899 $232,928
615977634 $62,048
779656132 $33,519 $150,028
745880456 9/5/52 $32,577 $185,790 $16,600
878494502 9/4/52 $106,484 $328,359
9/2/52 $136,130
872661512 8/31/52 $63,239 $227,786 $8,752
360967829 8/30/52 $112,264 $22,762 $3,179
283577004 8/29/52 $57,607
$76,638 $264,483
681418403 8/28/52 $40,495 $196,730
515374908 $26,430 $50,375
517982134 8/27/52 $26,295 $111,145
22965816 8/23/52 $55,821 $223,804 $7,822
711954140 8/22/52 $152,054 $397,028
210912636 8/20/52 $58,363 $259,844 $25,930
214237256 8/18/52 $161,627 $408,755
65369625 8/16/52 $64,777 $237,421 $31,120 $23,078
855355945 8/15/52 $25,871 $193,683
$5,307
196056623 $71,416
435559869 8/14/52 $76,134 $218,823
442029284 8/13/52 $38,760 $215,332
995761340 $18,573 $106,303
363214843 8/11/52 $28,966 $127,520
8/10/52 $119,708
107563670 $131,985 $385,981
288446322 8/9/52 $28,129 $162,420
519603309 8/8/52 $33,717 $4,870 $2,129
863105679 8/5/52 $61,880 $191,991
157369970 $78,942 $238,237 $20,847
8/4/52 $108,031 $329,698
8/3/52 $99,468
50401499 8/2/52 $80,198 $262,212
775565803 8/1/52 $94,774 $254,197
8201951 7/31/52 $62,216 $242,564 $9,105
305843450 $150,684 $424,827
499204225 7/30/52 $202,773
66454934
$125,741 $359,404
551754915 7/29/52 $26,140
777827288 $105,960 $286,301 $5,807
105136025 7/28/52 $141,115
7/27/52 $185,370 $424,118
810329333 7/26/52 $172,981 $451,118
926349945 $108,139 $3,924
893196291 $18,304 $99,839
959280883 7/25/52 $68,623 $19,570
410873772 7/24/52 $46,281
882186283 7/22/52 $9,898 $160,830 $6,495
75735980
705223965 $90,305 $277,466 $12,111
$156,778
698704491 7/21/52 $91,221 $263,877 $5,385 $465
159210095 $58,273 $238,850
$3,001
327262875 7/18/52 $75,622 $228,396 $34,545
137281356 7/17/52 $28,654 $144,131
7/16/52 $76,901 $229,973 $18,680 $1,525
342185656 $113,356 $380,945
970158560 7/15/52 $128,796 $393,866
3136701 7/13/52 $82,992 $231,457 $38,649 $3,779
176017386 $48,776 $187,090 $17,910
540229328 7/12/52 $46,812 $166,668
675382225 $232,029
827574178 7/11/52 $55,019 $206,801 $9,085
$2,257
550755895 7/8/52 $179,696 $453,933 $32,300
737225966 7/7/52 $60,936 $254,729
553736065 $61,352 $223,768 $33,510 $1,893 $4,378
538875785 7/6/52 $45,257 $160,051 $29,210
428787729 $97,611 $265,828 $808
234056875 $12,765
341750688 7/3/52 $80,963 $40,240
352869469 7/2/52 $104,019 $281,021
$234,317
7/1/52 $138,689 $406,449
897182732 $44,452 $221,536
894942191 6/29/52 $23,595 $127,966
870123558 6/28/52 $60,036 $154,467
184803767 $147,216 $371,761 $28,920
605441366 6/23/52
154344467 6/22/52 $125,125 $335,460 $10,321
82178775 6/21/52 $55,987 $219,207
297802981 $54,807 $183,953 $3,012
143289141 $11,802 $6,838 $693
631567336 6/19/52 $49,565
167555506 6/17/52 $36,302 $2,549
145701508 $62,538 $242,258 $26,544
$33,046 $216,287
321851610 6/15/52 $84,486 $41,175
181575170 6/14/52 $190,455 $482,747
779355847 $40,777 $20,372
737945954 6/11/52 $23,290 $17,597
950990439 6/10/52 $27,381 $146,238
6/9/52 $32,992 $143,769
$28,163 $126,125 $7,481
500014373 $70,241 $190,629
196368533 6/8/52 $43,779 $7,588
371631911 6/6/52 $15,996 $148,617 $10,145
325688006 6/5/52 $61,214 $219,101 $4,723 $4,232
957801896 $193,459
961642063 6/3/52 $75,210 $258,319
901650977 6/2/52 $130,087
$56,483 $229,334
$48,696 $212,014 $33,521 $1,469 -3
827175537
$33,645 $176,211
638739187 6/1/52 $65,802 $262,566
860465846 $28,626 $26,836
908951082 5/30/52 $93,658 $303,850
$22,295 $127,813
214284147 5/29/52 $132,240 $8,740
275101540 $13,637 $126,549 $3,431
870071642 5/28/52 $55,764 $160,057
5/26/52 $139,885
674944543 5/25/52 $102,445 $364,620
5/23/52 $64,549 $222,737 $3,457
667221816 $59,699 $192,290
618722704 5/22/52 $94,523
39852404 $27,760
600941278 5/21/52 $68,061 $209,610
788429768 5/20/52 $183,741
5/18/52 $166,359 $386,052 $38,550
673623853 5/15/52 $94,101
399867600 $223,259 $531,026
$71,452
738003591 5/14/52 $77,501 $223,491 $8,657
$186,797 $2,601
$863
269768682 $65,136 $218,705 $5,468
677522833 5/13/52 $126,384 $370,023
113640659 5/12/52 $53,320 $164,347 $4,571
329938074 5/10/52 $59,233 $167,038 $21,420 $4,719
5/6/52 $58,414 $211,733 $22,250 $3,099
197386878 5/5/52 $129,926 $2,840
$6,527
269985785 $50,282 $232,945
462540536 5/3/52 $44,812 $43,405 $7,204
845296243 5/2/52 $10,951 $103,160 $1,862
575863096 5/1/52 $183,410 $407,959
176836967 $182,321
523944897 4/28/52 $59,135 $197,231
904178058 4/27/52 $68,244 $206,961 $1,928
97750917 $30,960 $190,150
$34,027
881778986 4/24/52 $28,068 $125,923
280841883 $31,984 $171,859
212828205 4/23/52 $127,129 $369,418
574158891 4/22/52 $175,750
816487996 $83,689 $223,808 $14,570 $9,597
4/21/52 $116,767 $275,218 $34,610
753693417 4/18/52 $27,192 $169,143
380886411 4/16/52 $64,246 $233,450
495332659 $29,630 $137,970 $20,780
766231602 $47,331 $33,948
10677450 4/15/52 $87,887 $6,841
43524393 4/13/52 $65,417
283029898 $125,753
4/12/52 $177,502
346696036 $64,759 $15,970
547061152 4/10/52 $92,214 $5,184
447265219 $48,058 $148,046 $7,028
662102187 $50,323 $183,327
984046819 4/9/52 $40,430 $10,848
$6,128
232129438 4/8/52 $56,731 $213,116 $8,547 $2,107
130304786 4/7/52 $137,480
690914603 4/2/52 $134,127 $5,710
312095500 $24,911
91902244 4/1/52 $167,760 $22,980
767748589 3/30/52 $31,567
243544907 3/27/52 $119,454 $2,667
765674211 3/26/52 $80,232 $6,685
499001916 3/25/52 $71,976 $207,191 $34,790
119860783 3/24/52 $45,431 $192,184
379952519
823773873 3/23/52 $329,502
408585803
275063923 3/22/52 $39,837 $147,765
920847550 $117,381 $3,366
849850677 3/21/52 $44,963 $160,317
775251807 $72,156 $272,736
$175,420
114135074 3/19/52 $143,716 $379,399 $38,120
643863134 $52,929 $8,376 $3,027
999331839 3/18/52 $40,363 $30,981
610345138 $85,183 $273,069 $34,380 $6,308
662174390 3/17/52 $185,671 $36,260 $9,196
448101140 3/16/52 $20,500
897794715 $67,647 $23,972
720940931 $119,578
908468629 3/14/52 $108,225 $330,943
$33,767 $153,272 $28,140
592505103 3/13/52 $2,825 $91,520
658118024 3/11/52 $220,533 $591,993 $32,400
736097080 $8,778 $130,878
381230217 $8,128
598425831 3/9/52 $148,168 $348,862
804950145 $48,517 $220,943
909300659 $32,916
$5,908
959837699 3/8/52 $123,396
912021291 $55,841 $211,559 $45,410
562713708 3/5/52 $243,751 $33,840
618603590 $53,564 $195,598 $4,608
$77,537 $227,804
406414853 $50,152 $208,703
234773395 3/4/52 $405,597 $23,070
836043475 $120,030 $321,152 $6,949
536203065 3/3/52 $64,183 $253,869
97863760 3/1/52 $128,481
498284959 $106,322 $9,965
238736651 $40,044 $180,968 $35,275
175711025 $102,051 $289,648
223808520 $59,612 $204,103
118564133 $282,198 $649,247 $34,420 $3,106
863906598 $108,776 $278,542
748083024 $42,196 $143,209
690451948 $221,995 $545,044 $41,830
594606184 $76,462
202226661 $22,213 $158,705
999158340 $145,735
660700405 $55,183 $807
$36,234 $151,414
$47,213 $9,082
332153461 $63,936 $241,912 $11,375
77496530 $76,811 $243,367
519692338 $112,366 $18,599
729199936 $18,896 $106,991
$40,844
244334448 $95,184 $306,410
945363119 $54,319 $217,348
147734705 $74,208 $196,225
203940003 $42,474 $151,397
782531196
835290346 2/9/52 $40,460 $5,550
168068074 $2,738
607470299 2/8/52 $52,456 $234,158 $32,386
444011491 $54,467 $205,511 $9,377
63207789 $30,452 $150,468
379228726 $92,543 $236,446 $30,450 $8,798
949512116 $72,853 $217,443 $5,176
33104009 $133,908 $358,993 $17,320
881931140 $14,632
96249983 $38,027 $34,506
304660699 $34,362 $33,018
577235524 1/31/52 $31,096 $173,254
41072045 $56,256 $209,158
665635577 1/28/52 $65,324 $191,554
347970641 $108,892 $306,026
184765901 $243,839 $3,314
616302485 1/26/52 $72,463
906904164 $190,579 $471,490 $13,040
63012891 $156,435
$32,611 $132,321 $26,973
60512183 1/22/52 $77,885 $234,009
620188850 $115,008 $313,017
127146830 $19,956
112814971 $35,021 $180,400
112008780 $33,909
441634514 $62,068 $208,644
693628088 $64,259 $202,031 $9,526
202760634 $122,973 $31,740
91897685 $109,013 $21,266
674471094 1/15/52 $144,957 $420,966
$121,991 $329,229
241171809 1/14/52 $99,417 $299,437
$36,150 $174,964
964324469 $68,602 $9,136 $5,103
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2/18/51
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2/28/50 $93,040
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2/22/50 $105,542 $5,245
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2/20/50 $79,976
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2/19/50 $111,305
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2/15/50 $102,861
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2/13/50
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2/12/50 $43,095 $7,219
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2/6/50 $120,483 $358,643
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2/4/50 $7,302 $3,564 $5,911
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2/3/50 $11,067
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2/2/50 $78,254 $233,959
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1/30/50 $80,016 $33,550 $4,043
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1/29/50 $47,606 $186,364
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591054441
68419810 11/21/50 $274,828
363380660 $90,971
951434862 11/18/50 $66,784 $234,860
120390892 11/17/50 $18,232 $145,361
342340403 $68,593 $224,750
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475325469 1

1/15/50 $71,192 $263,204
445009433 1

1/12/50 $28,592 $183,206 $14,834
131864700 $3,605
$4,753
853890650 11/11/50 $226,422 $550,607 $29,040
738770352 1

1/10/50 $99,488 $8,692 $4,496
493243717 $39,490 $175,057 $5,450 $5,871
459453746 11/9/50 $39,220 $201,872
959026427 11/8/50 $20,529 $83,752
908963733 $56,868
655855546 $51,677
447408712 $2,648
557773366 1

1/7/50 $70,688
733443011 11/6/50 $99,100 $251,945
$68,711 $232,438
494194045 $75,610 $252,298
732112302 11/5/50 $89,659
371471737 11/4/50 $47,965 $160,049 $11,389
701944184 1

1/3/50 $120,694 $342,407
440406245 1

1/2/50 $106,915 $306,616 $34,580
978491576 11/1/50 $211,213
398253782 10/31/50 $40,452 $184,692
784446461 10/30/50
$9,921 $7,558
742535059 10/29/50 $137,420 $385,020
10755990 10/27/50 $54,639
861983377 $29,572
641381483 10/26/50 $66,972 $24,760 $6,813
976688143 $359,366
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154763717 10/24/50 $23,111 $135,834
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925761189 $93,491
968152368 10/22/50
54017601 $40,599 $193,571 $4,397
15476094 $38,170
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840819088 10/15/50 $173,894 $423,673
527087402 $55,447 $7,062
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871287808 $9,486 $146,041
991777560 $32,514 $117,961 $1,116
768314356
103901939 10/13/50 $124,751
644648673 10/10/50 $47,174 $223,083
10/9/50 $55,087 $230,249
342861311 10/8/50 $5,157
562116386 $114,679 $342,865
906260126 10/7/50 $57,714
183615561 10/4/50 $117,252 $6,494
871732998 10/3/50 $176,866
$32,720
793962170 10/1/50 $17,804 $130,333
22768868 $195,236
647555898 $60,413 $188,899
437006760 9/29/50 $83,569 $249,804 $44,932
53576888 $8,252 $98,860
830422780 9/28/50 $127,613 $333,896
115745330 9/27/50 $93,202 $285,990
713482002 9/26/50 $82,536 $238,959 $46,105 $1,315
715988300 9/23/50 $79,913
11634102 $81,280 $241,420
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724096217 9/21/50 $61,950
161509320 $62,975 $208,369 $23,130
73743247 9/18/50 $206,446
377628766 9/17/50
313316901 $7,077
639006903
1541149 9/16/50
51779198 $86,986 $295,143
346578345 9/12/50 $70,135 $237,554
280723155 9/10/50 $95,637 $277,837
262163804 $104,462 $310,893
9/9/50 $146,639 $373,860 $21,060
122581032 9/8/50 $108,365 $328,979
404382516 $73,251
117704348 $25,371 $143,256 $4,690
668650194 9/6/50
935079846 9/5/50 $33,710
720836081 $19,377
$198,100 $30,780 $795
588976888 9/4/50 $74,109 $272,103
301401225 9/2/50 $33,322 $154,892 $36,556
177354785 $7,150 $4,742
29254463 9/1/50 $117,420
768917365 $48,215 $2,649
798002564 $91,922 $262,101
933055139 8/31/50 $112,039 $278,669
8/30/50 $65,659 $7,367
306754406 $51,576 $222,560
$763
170341954 8/29/50 $89,612 $261,946
850314594 8/27/50 $9,316 $138,563 $1,208
695198816 $75,772 $256,898 $4,049
849959538 $164,155
793707317 8/26/50 $33,303
916665815 $143,719 $20,770
468379423 8/23/50 $75,580 $222,553
548377956 $340,877
421629674 8/22/50 $37,414 $185,993 $7,105 $2,527
617930532 8/20/50 $79,625 $239,235
602126522 8/19/50 $126,820 $6,563
51032585 $54,869
16073648 $149,759
924523082 8/18/50 $57,775 $176,758
349773525 $58,225
742903652 $225,756 $3,911
173477263 8/17/50 $24,894 $155,546
412792711 $150,401 $452,008
160434456 $61,036 $160,699 $8,963 $4,654
245046472 8/16/50 $106,231 $319,922 $28,110
736718418 8/15/50 $82,130 $212,655
494552963 8/13/50 $173,242 $420,092
118817511 $154,853
592025680 $122,433
173774917 8/12/50 $94,072 $251,912
366942406 8/11/50 $62,786 $221,669 $49,613
466393960 8/10/50 $65,884
626405438 $25,738
576099599 8/9/50 $214,180 $4,872
928170829 8/7/50 $122,265 $384,884
270381184 $109,183 $329,560
249635200 $72,106 $273,869
8/5/50 $137,537 $375,497
851535496 8/4/50 $45,551 $239,831 $5,545
763925602 $58,904 $255,755 $25,890
803195318 8/1/50 $154,736 $21,870 $8,737
$34,427 $158,704
492343813 7/31/50 $39,193
24008554 7/30/50 $41,068 $7,463 $20,883
$6,540
$27,389
932947542 $67,489 $221,734 $11,054
638536907 7/29/50 $107,375 $332,673
$25,470
7/28/50 $26,988
349289375 7/25/50 $37,356 $7,993 $3,943
557303264 7/23/50 $172,229 $388,586
$94,283 $270,384
349792595 7/21/50 $46,209 $191,274
569355786 7/20/50 $97,595 $298,102 $6,971
259907079 $138,368 $348,250
334532241 7/19/50 $42,071 $160,036 $3,352
26998285 7/17/50 $284,071 $2,939 $2,410
727204683 7/16/50 $43,676 $3,140
$557
616608500 $63,827 $6,428
413843100 7/11/50 $21,918 $157,112
766201126 $34,628 $159,544 $7,467
788133378 7/9/50 $56,038 $39,660
524234466 7/8/50 $30,644 $174,753
380586703 7/4/50 $169,708
799857899 7/3/50
670502617 7/2/50 $95,156 $278,953
143813452 7/1/50 $70,588 $7,079
717945707 $98,175 $321,272
43252840 6/30/50 $86,211 $261,021
49408042 6/27/50 $138,942
822574090 6/26/50 $34,127 $181,309 $7,244
791714037 6/25/50
6/24/50 $36,552 $171,716 $2,938 $2,497
80267641 6/23/50 $13,394 $3,653
213470988 6/21/50 $373,031
485023629 $48,983 $190,088 $3,767
899324979 6/20/50 $41,483 $171,754 $3,516
934739805 6/18/50 $59,148 $162,428 $8,948
39016793 $232,785 $16,940
523185569 $116,040 $274,423
$776 $108,249 $12,960
675583965 6/16/50 $90,036
365860432 6/14/50 $56,739 $207,006
463216366 6/13/50 $52,652 $190,470
26770864 6/12/50
928192801 6/11/50 $96,145 $17,530
393037472 $11,069 $4,351
607277342 6/9/50 $44,767
73823217 6/8/50 $99,948 $248,589 $6,800
516865430 6/7/50 $44,316
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787141646 6/2/50 $123,574 $347,009 $3,237
711526636 6/1/50 $225,083 $50,970 $6,364 $18,084
690735385 $45,321 $191,423
808304017 5/30/50 $159,389 $9,115
430441105 $43,560 $174,690
$6,675 $4,485
865313474 5/29/50 $36,306 $184,878
700186218 5/27/50 $60,079 $194,764
991847939 5/24/50
41793027 5/21/50 $107,150 $3,780 $38,378
243766006 5/20/50 $47,796 $201,302
710640517 $172,230 $488,497 $32,320
574752333 5/19/50 $22,978 $144,545
928130916 5/18/50 $49,610 $221,470
586286532 5/16/50 $113,801 $354,048 $9,020
$84,563 $26,088
727359291 5/14/50
156814886 5/13/50 $102,664 $294,908
572850091 5/12/50 $45,187 $165,265 $32,490 $6,534
654817575
309195361 $227,054
108286925 5/10/50
629851275 5/8/50 $21,129
68288781 5/7/50 $331,885
19188910 5/3/50 $55,473 $210,749
93017411 5/2/50 $174,804 $474,948 $2,207
138042499 $101,545 $883
751746887 4/30/50 $147,455 $394,201
995127429 $24,289 $158,421
$33,430
22315439 $12,194 $102,719
233743243 4/28/50 $54,288 $172,214
67922648 4/24/50 $1,573 $120,732
4/22/50 $156,753 $26,178
652872436 4/20/50 $100,085 $9,239
9641557 4/16/50 $92,317 $248,232 $2,566
142700967 4/14/50 $95,152
59659076 4/13/50
124334242 $73,242 $11,479
490051756 4/11/50 $106,541 $291,795 $5,758
689062140 4/10/50 $73,910 $250,498 $8,827
$69,515 $238,630
4/9/50 $12,084
42062155 $65,904 $265,782
767643193 4/6/50 $73,241 $5,454
$5,198
312357312 4/4/50 $93,885 $237,445
704518517 4/3/50 $23,672 $98,437
593790135 4/2/50 $160,162
230629290 $172,329
570439437 4/1/50 $15,492 $143,129
495186029 3/30/50 $122,192 $337,259
293899878 $74,669 $245,513
681038696 $31,873 $123,025 $6,088
910683297 3/28/50 $99,292 $316,705
$18,142 $118,774
197692132 3/27/50 $30,469
186785888 $73,568
471114923 3/25/50
3/24/50 $37,781 $167,789
421412181 $7,399
405516439 $56,462 $173,487
3/23/50 $45,366 $237,044 $35,510
486162046 3/22/50 $45,471 $170,808
923115251 3/19/50 $62,881
504537312 3/17/50 $53,765
623456680 $85,478
332802073 3/16/50 $87,961 $275,723
521567720 $26,217
500764333 $51,371 $208,185 $3,745
10042968 $99,493 $288,808
515510058 3/14/50 $65,786
313976839 3/13/50
785646471 3/12/50 $111,773
969203246 3/10/50 $274,564
704717373 3/9/50 $275,392 $653,952 $46,250
693656622 3/8/50 $62,580 $231,574
866093378 3/7/50 $115,044 $311,980
541328140 $28,123 $110,261
216284033 3/5/50 $75,311 $324,126
447132659 3/4/50 $6,700 $3,166
460845643 3/3/50 $26,301
$6,041
607854572 3/2/50 $45,689 $250,792
888953739 3/1/50 $61,068
$7,111
498520198 $88,937 $276,837
351569400 $105,277 $294,480 $38,000
750719170 $139,423 $370,415 $27,600
$105,646 $334,922
306000247 2/26/50 $114,122
103108106 2/24/50 $96,143 $275,140
480451009 $115,320 $311,697 $2,285
481907109 $113,781 $311,839 $6,525
737325230 2/23/50 $32,763 $191,657 $21,383
639408362 $59,743 $239,955 $51,188
266148272 $29,998 $153,415
133595265 $24,513 $148,422 $6,606
916445300 2/18/50 $582,905
319264746 $169,057
252101012 $52,485 $6,431
834563499 $4,216 $4,466 $7,324
66662029 2/14/50 $49,244 $163,444
268301086 $39,934 $178,681
457437019
305082252 $67,359 $234,148
480044877 2/10/50 $210,235 $500,458
2/8/50 $165,193
146619958 $88,696
65565555 2/7/50 $70,497 $198,019
610279903 $9,444 $5,551 $4,735
750731752 $45,807 $204,460
461573915 $22,059 $123,924
601951429 $20,116 $145,781
494349872 $60,368 $170,643
972124069
994001102 $66,196 $229,425 $28,274
188465204 $70,590 $219,205
240270279 $70,481 $251,427 $39,560
432253820 $128,329 $380,183
$124,114
362335899 1/26/50 $104,691 $271,132 $22,813
753512533 $90,658 $276,028
337358239 $4,439
698091607 1/19/50 $39,484 $216,908
729841394 $57,070
97524180
268936192 $96,057 $245,655
792000183 $98,722
974780561 1/14/50 $56,116 $184,489
262104318 1/13/50 $108,748 $322,394
319910320 $76,399 $225,768 $32,239
565143029
838358712 $89,547
459294600 $76,778 $209,440 $13,397
83485213 $21,494 $145,029
369534467 $100,260 $2,957
521214018 $39,589 $197,001 $27,711
927823143 $89,948
784370129 $45,962 $140,966
12/31/49 $46,336 $159,199
$7,304
912878931 $67,258 $222,040 $5,521
790150177 12/30/49 $55,015 $194,953 $3,921
318824902 12/29/49 $46,507 $153,166 $14,074
959778671 12/28/49 $38,723 $168,698
519292395 12/27/49 $100,880 $6,711
171124939 $60,527 $203,057
148553919 $64,884
855809281 1

2/25/49 $30,762 $133,502
352903182 1

2/24/49 $86,847 $228,889
131389656 1

2/23/49 $127,077
240458979 12/22/49 $1,545
872848179 1

2/19/49 $85,739 $282,600 $27,548
426760177 1

2/18/49 $38,326 $133,010
217665178 $82,749 $279,333
369429861 1

2/17/49 $29,844 $179,613
538108624 $16,156 $65,017
423647201 1

2/15/49 $90,468 $269,584
521577431 12/14/49 $28,696 $164,841
26021761 1

2/13/49 $34,961
687424768 $384,029
12/12/49 $94,062 $287,762 $35,690
894882678 $63,687 $233,953
583599764 1

2/11/49 $117,424 $33,670
190335385 1

2/10/49 $7,665
868741586 12/9/49 $87,080 $5,032 $1,869
22810004 $37,506
830015365 1

2/6/49 $116,587 $319,596 $8,514
655374127 $35,867 $149,919
846022747 12/4/49 $148,125 $392,383
302499769 12/3/49 $6,004 $81,701
374054250 1

2/1/49 $28,567 $163,796
602299917 1

1/30/49 $13,148 $159,195
858004139 $97,447 $251,642 $18,630
44904730 $365,908
274478453 $158,850
833422820 1

1/29/49 $64,446 $235,164
149295193 1

1/28/49 $94,464 $313,932 $7,016
622751878 11/27/49 $276,054 $34,070 $4,603
726234584 $214,189 $18,350 $2,793
346319728 $174,329 $417,731
699295680 $50,295 $234,324 $10,390 $2,319
436489083 11/25/49 $248,521 $19,560 $6,893
720659102 1

1/24/49 $42,242 $187,645
202891141 1

1/21/49
$116,497 $283,565 $30,791
1860885 $328,587
532984809 1

1/20/49 $115,666
160740784 1

1/18/49 $29,016
611920932 1

1/16/49 $72,745 $6,186
228687082
10185862 1

1/12/49 $15,989 $117,038 $11,390
$20,000
348128429 11/10/49 $30,795 $174,778
428288926 11/8/49 $79,989 $247,773
473298220 $33,231 $181,556
1

1/7/49 $127,893
468311605 $41,240 $187,815 $4,053
893164992 1

1/6/49 $102,191 $308,402
511881932 $40,685 $220,806
180314250 $21,642
502893337 $122,287
746191965 $121,299 $315,447
545191971 $134,293 $351,880
41022073 1

1/3/49 $78,510 $232,988
439200895 11/2/49 $40,552 $163,186 $38,792
470760964 $130,563 $376,707
730161977 11/1/49 $34,611 $3,908
953200841 10/31/49 $90,942 $262,261
641107587 10/28/49 $98,890 $288,461 $34,840
257737943 $37,803 $158,257
289041210 10/27/49 $78,083 $27,959 $4,805
32035504 $58,945 $3,705
619492124 $67,060
10/26/49 $39,245 $185,056
789994234 10/25/49 $60,895 $244,784 $2,005
168101640 10/24/49 $76,515 $31,330
$97,670 $3,499
887185796 10/23/49 $74,578 $251,674 $6,588
856886560 10/22/49 $106,952
474958398 $62,626
186281948 10/21/49 $81,293 $255,251 $2,575
745121955 10/20/49 $227,493 $559,830
842343436 10/18/49 $534,957 $9,527
503488088 $41,723 $206,552
575284987 $36,015 $137,355
311419250 10/17/49 $70,569 $211,353
$80,108
845511488 10/16/49 $116,403
804485589 10/15/49 $52,956
$213,242 $488,202
292409322 10/14/49 $154,602
794522047 10/12/49 $114,923 $298,946
897417305 10/11/49 $32,470
92204311 $91,956 $302,275
922562855 10/10/49 $47,991 $214,996 $2,159
310111738 10/9/49 $22,365 $131,413
684058055 10/8/49 $16,074
58554153 10/6/49 $27,783 $3,124
637682201 $367,030 $885,282 $65,970
550261497 $64,489 $180,165
32461891 10/5/49 $76,096
908596775 10/3/49 $90,068
570844119 $46,169
476931149 10/2/49 $72,665 $36,440 $7,292 $3,565
796671941 10/1/49 $99,260 $334,108 $20,940
265445715 $187,677 $487,230 $42,190
9/29/49 $64,934 $235,719 $1,678
977030584 9/28/49 $36,622 $154,253
322263865 9/27/49 $43,610 $160,173
53218115 $195,523
759412522 9/26/49 $63,910 $227,449
982078476 $91,409
459023169 9/24/49 $113,870 $2,812
48190781 $117,538
$11,193
805025207 9/23/49 $175,517
776944387 $103,572
853249203 9/21/49 $41,656 $165,740
967829541 $92,028 $6,453
449375253 9/20/49 $29,139 $176,944
649245292 $111,254
972277631 9/19/49
9/18/49 $116,927
563009193 9/17/49 $24,833
158583585 9/14/49 $56,079 $228,205 $25,110
407837479 9/13/49 $29,296 $173,233
$805
75501953 9/10/49 $16,666 $184,536
$22,284 $135,680
$121,746
833029532 9/9/49 $117,445
179155506 9/8/49 $81,150 $252,133
263485915 9/7/49 $76,861
414453994 9/6/49 $15,905
646843657 9/5/49 $46,952 $223,769
388360189 9/3/49 $167,365 $404,405 $35,640
9/1/49 $131,876 $370,511
63729628 8/31/49 $69,030 $196,452 $764
256857947 8/29/49 $61,082 $177,094
544072066 $101,130 $335,516
228483753 8/28/49 $172,109 $439,996 $7,348
989121977 8/27/49 $68,194 $774
720667319 $136,458
146663597 8/25/49
8/23/49 $226,780 $574,552 $35,350
669340341 $176,835
825250051 8/22/49 $16,625
282580184 8/21/49 $41,447 $148,330
223321607
$4,667
357974300 $39,861 $216,739
8/19/49 $224,408 $523,039 $28,940
420153981 8/18/49 $34,928 $12,700 $22,345 $3,764
631762912 $89,157 $257,091 $3,175
484058014 8/17/49 $72,306 $193,868 $9,583
714629498 $62,880 $5,627
458456306 8/13/49 $8,023
783064919 8/12/49
8/11/49 $152,283 $441,904
590017124 8/10/49 $138,304 $368,049
212055004 8/7/49 $39,250
692570922 8/5/49 $96,243 $288,973
$67,488 $206,632
938382235 8/2/49 $92,237
643127734 $211,402 $43,963
981711560 8/1/49 $40,447 $192,990
7/30/49 $47,902
5849652 7/29/49 $72,930 $275,761
782296062 $38,998 $175,757
114105233 7/28/49 $143,358 $400,319
784073262 $54,873 $217,398 $29,181
617090784 7/27/49 $112,658 $301,389
173400710 $52,442 $210,062
745465646 $100,094 $274,673 $44,110 $21,533
444239590 7/26/49 $73,308 $240,645
109104767 $62,069 $227,214
24556455 7/24/49 $21,262 $152,605
946684336 $14,588
86267624 7/22/49 $47,433
833179867 $90,015 $265,405
$41,886
128555597 7/21/49 $46,269 $145,691
316144501 $74,659 $238,299 $23,680 $36,136
$37,546 $153,612
120930552 7/20/49 $32,200 $190,439
161052906 $241,758
210751378 $202,687
$80,472 $239,345 $34,150 $8,936
843655074 7/19/49 $22,254 $127,571
918437912 7/16/49 $58,628
955298287 $46,191
510752993 7/14/49 $31,291 $197,110 $3,108
$83,871 $283,832
680069619 7/12/49 $61,138 $198,569 $26,244
942381041 $144,932 $390,895
528847133 7/8/49 $45,070 $171,265
281097608 7/7/49 $63,724
897459797 7/5/49 $123,536 $327,205
548662258 7/4/49 $94,403 $270,997 $29,750
783521021
682070202 7/3/49 $50,710 $203,217 $11,653
$7,971 $1,520
$17,250
$17,620
745183922 6/30/49 $167,469
632172083 $94,589 $276,150
739686415 6/28/49 $87,332 $265,923
447671839 6/26/49 $114,135 $301,977 $25,790 $4,733
658140662 $58,504 $24,408
282668276 $54,344
463970150 $46,802 $169,519
6/25/49 $63,705
687570862 6/24/49 $139,452 $364,308
744843458 6/23/49 $167,905
88757083 6/21/49 $43,218 $192,238
823508688 $74,366 $264,375 $4,563
457270139 $52,913 $173,613 $3,368
212478670 6/19/49 $55,230 $4,997
83279162 $105,910
580818510 $12,623 $2,760
153196865 $160,103 $376,152
379027531 6/17/49
441825853 $127,468 $304,399
442256856 6/16/49 $59,812
635382702 $108,224 $4,235
257214060 6/15/49 $150,619 $404,945
179487091 6/14/49 $32,310
6/13/49 $46,680 $186,705
385007994 6/12/49 $266,563 $44,641 $19,807
624278100 $143,229
6/8/49 $26,452
351124148 6/7/49 $43,543 $105,982
632270287 6/4/49 $21,567 $149,254
268198696 $28,330 $607
621176428 6/3/49 $2,657 $109,134 $20,452 $5,075
709105359 6/2/49 $26,137 $121,970 $23,980
154162659 $53,924 $203,155 $25,320 $5,546
559557436 6/1/49 $76,489 $259,139
638742959 5/29/49 $180,074 $442,649 $35,520 $5,160
817147942 5/28/49 $68,517
39376932 $44,441 $150,983
917995747 5/27/49 $258,711
298154017 $31,889 $169,899
740740556 $134,888 $319,144 $41,742
798306776 $45,750 $187,982 $19,490
593879799 5/25/49 $138,053
$118,843 $297,866
926623047 5/23/49 $126,896 $340,102
583493255 $73,671
934042208 $34,101
489425187 5/22/49 $5,041 $85,437
566567804 5/21/49
775278706 5/20/49 $87,719
632275180 $41,696 $210,765 $24,920
31898590 5/19/49 $236,239
743146596 5/17/49 $114,986 $243,925
461643800 $96,762 $274,013
576465181 5/16/49 $71,544 $10,768 $2,217
486828685 5/15/49 $17,671 $130,075 $5,787 $1,750
754422565 5/14/49 $129,234
884326653 $63,166 $201,839
699659067 $60,395 $194,332
283770412 5/13/49 $130,264
728428518 $406,315
73197020 5/12/49 $83,168 $324,893
863719800 $163,641 $7,715
718911269 $87,832 $21,840 $28,204
35177175 5/11/49 $18,357 $133,243
191145980 5/9/49 $29,944 $160,062
144633248 5/6/49 $24,358 $128,210 $17,790
822317609 5/5/49 $74,970
174725774 5/4/49 $36,605 $184,411 $46,625
996829275 5/3/49 $38,462 $189,718
365196787 $45,215
750139165 $257,416 $31,630
$6,539
370978438 5/2/49 $176,648 $461,706
$33,130
23694586 5/1/49 $22,784 $119,070
712199859 $86,825 $228,978 $10,377
376000443 $34,273
496107895 4/30/49 $219,024 $4,117
382888746 $37,967 $149,654
647445638 $6,203
98761475 4/27/49 $42,870 $186,519 $7,812
54510353 4/26/49 $77,559 $249,758
241017103 4/25/49 $93,870 $286,090 $5,841 $7,911
6993836 4/20/49 $63,799
229711979 4/18/49 $177,293
590099169 $3,630 $5,922
498721403 4/17/49
684167517 $78,100 $240,000
$45,969 $141,496
797568231 4/16/49 $81,493
443254130 $216,924 $27,369 $7,981
$35,340 $8,522
854769047 4/14/49 $125,583 $1,358
681947848 4/13/49 $62,570 $11,088
134040005 4/11/49 $120,424 $315,565
82642102 4/9/49 $67,782 $202,324
379183515 4/8/49 $17,557 $81,891
689906306 4/6/49 $87,083
341160277 $4,583
509937039 4/4/49 $7,751 $140,665
344195076 $56,441
189442923 4/3/49 $4,766
495572630 $16,917 $92,745
501889917 $105,198 $310,110 $3,380
435625221 4/2/49 $481,028 $1,161
438877886 $131,311
3/31/49 $180,517
621443150 3/30/49 $62,830 $239,936
379049403 3/29/49 $67,453 $242,737
769366547 3/27/49 $4,558
301787735 3/26/49 $132,316 $6,552
387262623 $30,956 $166,846 $4,536
719425580 3/25/49 $8,345
800324371 $82,493 $244,793 $34,440
571506701 3/24/49 $92,321 $317,665
$38,666 $136,025
358036230 3/22/49 $53,567 $225,043
600543281
$51,135 $149,405
951679399 3/21/49
$61,314 $3,485 $6,892
607046916 3/20/49 $134,152
552573155 3/19/49 $57,669 $229,682
520359712 $111,354 $306,463 $15,917
401136567 3/18/49 $57,387 $181,408
596752979 $157,531 $35,550
$19,199 $2,811
3/17/49 $58,643
243826720 $88,484 $277,535
105861671 3/16/49 $58,724 $280,436
141743339 3/15/49 $26,748 $122,059
$3,843
3/14/49 $73,277 $205,265 $13,102
937490597 $71,511 $240,378
814013916 3/13/49 $34,703 $162,958 $651
20180493 3/12/49 $91,116
18552502 3/11/49 $576,824
134224706 3/10/49 $45,620 $170,796
303820012 $60,927 $219,040
353354177 $110,784
$1,427
656528078 3/9/49 $58,762
589266751 3/8/49 $90,566 $295,771
924220130 $20,370
991218940 3/6/49 $51,006 $182,512
537177383 $61,302 $263,318 $7,787
871088174 3/5/49 $5,263 $3,553
163220080 3/4/49 $109,786 $348,666
612923010 3/3/49 $109,511
878245401
506114012 $109,950 $293,399
204804849 $194,030 $472,849 $36,300 $8,293
214064538 3/2/49 $43,379 $210,026 $32,120
76098830 3/1/49 $176,680 $35,190
310684865 $33,854 $139,245 $5,217
869159324 $96,299 $273,212
606191446 $113,845
543610219 $45,499 $196,923
329922821 $73,343 $254,600 $4,179
648577877 $50,621 $199,108
631228149 $90,196 $9,098
265985086 $178,643
485838099 $55,078 $5,559 $1,373
736548294 $77,214
672549561 $104,831 $6,657
632136589 $43,937 $132,130 $5,890 $20,627
464828560 $116,524 $341,701 $23,429
821161543 $126,172
38247687 $53,210 $19,595 $4,767
876330477 2/7/49 $40,681 $192,334 $9,111 $602
778661639 $46,228
901443160 2/5/49 $80,241
119682574 $43,128 $144,562
642975749 1/31/49
35771994
624878768 $114,092 $7,922
120253904 $52,593 $188,236
415863752 $95,534 $278,295
112422649 1/22/49 $49,242 $191,938 $33,690
992907364
94821089 $163,884
725128543 1/19/49 $15,545 $139,781 $6,952
330080571 $50,899
$62,494 $210,162
824014076 $124,092 $1,597
535621156 $91,494 $282,486
959710460 $36,504 $209,726
451831165 1/17/49 $46,045 $191,891
908411443 $101,296 $291,426
895433187 1/15/49 $109,639 $317,460 $5,516
99935051 $76,091 $246,609
620169620 1/13/49 $43,892 $197,955 $27,980
742285314 $96,013 $2,243 $19,247
1/11/49 $31,436 $4,680
$25,104
$91,589 $287,485 $6,907
622202543 $52,752 $168,324
380169246 12/31/48
913502341 $49,256 $212,649
12/29/48 $40,854 $136,186
990242131 $56,566 $222,820 $1,203
63175 1

2/27/48 $282,453 $16,740
844404167 $33,575 $175,923 $3,707
659941698 12/24/48 $212,878
702751566 $98,172
1

2/23/48 $35,097 $159,912 $6,228
983844230 $41,988 $161,160
189010371 $51,553 $173,821
701235200 12/22/48 $163,296 $447,616
138322127
37848520 12/21/48 $28,299 $183,581
651998401 12/20/48
50881055 1

2/19/48 $68,801
216600666 12/18/48 $81,614
274434315 1

2/17/48 $215,831
$28,436 $142,428
365563286 1

2/14/48 $180,783 $486,015 $36,690 $6,849
722097727 1

2/12/48 $2,996
$43,445 $149,248
887285113 12/10/48 $93,034 $273,493 $7,013
672631938 12/9/48 $32,135
692655858 1

2/8/48 $41,799
419477569
1

2/5/48 $175,098 $499,296 $34,250
848737651 $51,888 $209,011 $2,218
711635835 1

2/4/48 $11,888
61145891 $199,653 $491,482
593108777 12/3/48 $53,129 $229,566
950019533 1

2/2/48 $175,499
174233797 1

2/1/48 $21,477 $97,768
582086109 1

1/30/48 $147,191
484990963 $14,518
309341330 1

1/28/48 $65,389 $249,847
29118224 $73,210
11/27/48 $98,347 $282,017
407831398 $241,690
364290768 $108,290
88241450 11/26/48
955848872 1

1/25/48 $59,327
533416676 11/24/48 $107,047 $290,830 $19,650
255731304 11/22/48 $137,025
1

1/21/48 $93,454 $236,061
135902969 1

1/20/48 $116,061 $329,334
919735146 1

1/18/48 $110,311 $293,832
1

1/16/48 $72,037
836698505 1

1/15/48 $43,406 $151,929
627068724 $171,649 $434,676
65406682 1

1/12/48 $12,524 $131,010
949564585 $47,204
131312301 11/11/48 $58,184 $231,102
194669970 11/10/48 $40,862 $30,800
999457398 $147,923 $388,763
109412660 11/9/48 $28,496 $147,825
819190284 $201,076 $10,019
861285967 11/8/48 $122,934 $4,992
970332680 $65,245 $242,164 $6,125
161360224 $50,049 $7,055
66975270 $30,758
11/7/48 $106,237
449127613 $78,329 $255,810 $37,070 $996 $1,264
620024930 $102,135 $282,192 $29,070
162527874 1

1/6/48 $43,654 $167,541 $3,405
613292149 11/5/48 $69,551
156016690 11/4/48 $129,459
679670661 $54,236 $219,127
922808394 1

1/3/48 $76,443 $257,889 $5,958
227672007 $142,521 $353,218
598980911 11/2/48
526071798 $103,328 $323,740 $3,204
416418138 10/31/48 $38,724 $159,866 $5,837
456623904 $65,711 $28,350 $9,591
$109,836 $322,934 $42,214
551654691 $81,743 $30,760
587450533 10/30/48 $94,561 $250,521 $21,710 $679
563040522 10/29/48 $46,201 $193,649
943460621 $37,721
153742126 $42,335 $3,341
986554544
742200775 10/27/48 $54,920 $33,400
$103,721
333169593 10/26/48 $76,916 $255,588 $21,080
$11,365 $1,366
374898992 10/25/48 $115,618
851522155 $46,502 $148,272
10/24/48 $83,967 $215,941
773852602 10/22/48 $51,904
945439560 10/16/48 $133,469 $376,662
152422030 10/15/48
642979407 $112,819 $345,297
410044584 10/14/48
909930291 $167,310 $429,113
252881773 10/13/48 $93,785 $287,311
424967789 $50,173 $186,074
706760299 $29,883
25715012 10/12/48 $72,900
131349512 10/8/48 $118,028
522803483 10/7/48 $35,024
418019534 $29,138
193971676 10/6/48 $74,501 $190,592 $9,845
309489992 10/3/48 $467,883 $44,590
342060486 $26,580 $5,921 $3,737
288286661 9/30/48 $74,003 $249,395
128891895 9/29/48 $103,374 $298,213 $4,938
9/27/48 $81,284 $231,329
9/26/48 $95,659 $296,768
343451760 9/24/48 $24,789 $137,805
$93,915
202674438 $40,038 $184,071
9/23/48 $82,886 $237,613 $26,426
$26,416 $116,607
105812018 $93,268 $302,157
240367305
405757241 9/22/48 $48,333 $147,634
9/20/48 $100,505
$4,540 $9,281
779731125 9/16/48 $159,187
987906828 $49,451 $6,079
395824593 $55,657 $204,828 $21,745
583492206 9/15/48
61899962 $57,410 $231,626 $33,089
754639615 $99,968
790543950 9/9/48 $40,760 $186,223 $2,058
925155504 9/8/48
636364026 9/7/48 $51,041
972082697 $85,076 $249,276
672049450 9/6/48 $97,713 $296,752
657953193 9/5/48 $65,979 $164,614 $1,669
787625629 9/4/48 $66,296
$8,970
175934244 9/3/48 $163,219 $2,776
82398794 8/30/48 $66,948
696070556 8/28/48 $327,654
890027308 8/27/48 $108,237 $305,752
876968470 $139,745 $400,399
563788172 8/26/48 $5,372
112086182 8/25/48 $56,589 $19,640 $6,187
833854179 $79,951 $295,820
244965148 8/24/48 $72,961
62527035 8/23/48 $142,894
945949803 8/22/48 $23,582
481734854 8/21/48 $81,987 $258,282
832980576 $57,910 $229,038
357996074 8/19/48 $124,550 $330,451
259816873 8/18/48 $44,481 $226,940
$25,152
814422920 8/17/48 $128,523 $32,960 $3,995
711049110 8/13/48 $118,786 $351,051
$16,818 $113,607
720955799 8/10/48 $47,936 $209,337
$207,968 $5,638 $2,865
506016624 8/9/48 $15,542
422155941 8/8/48 $100,658 $4,025
138884726 $85,345 $8,481
551521725 $15,641 $107,618
547213579 8/7/48 $54,139 $197,100
148007906 $33,349
441643202 8/2/48 $94,328 $327,651
199954438 7/31/48 $48,580
848839900 7/30/48 $30,531 $122,736 $4,874 $3,561
208718812 $63,265
229504103 $72,334
$32,674 $4,370
327656942 7/28/48 $120,824
396892250 7/27/48 $16,052
$74,343 $44,130
476437412 7/26/48 $257,228 $588,089 $35,650
$70,195 $269,925
991806271 7/25/48 $52,391
71181985 7/24/48 $181,779
26009563 $18,273
$23,650 $4,674
236005895 7/23/48 $46,570 $1,465
319718069 7/21/48 $85,317
75805969 7/19/48 $91,232
488069027 7/18/48 $104,355 $286,694
710886684 7/17/48 $74,576 $222,274
711832103 7/16/48 $36,202 $164,228 $9,587
164452407 7/14/48 $48,882 $179,926 $42,970 $16,803
362904635 7/13/48 $201,146
547998631 7/12/48 $46,993 $175,488 $4,219
572077171 $6,581
325505483 $112,674 $312,871
809433095 7/11/48 $61,666 $198,755 $10,147
$9,227
366181726 7/10/48 $61,293 $242,297
815837145 7/9/48 $253,662
291000409 $221,817 $551,915 $43,510 $6,302
977647391 7/8/48 $232,256 $583,973 $32,670 $14,738
518683928 $123,217 $370,038
371702941 7/7/48 $66,804
$22,531
470664534 7/6/48 $77,831
256031945 7/5/48
609564786 $102,099 $305,769
405289616 7/4/48 $103,745 $4,987
752304401 $37,611 $153,346
691925852 7/3/48 $101,320 $297,694
650242864 $68,128 $200,577
397609188 7/2/48 $91,605 $276,147 $2,645
$101,534 $307,718 $32,910 $20,587
799079242 $72,354 $213,346 $2,060 $107,586
129525439 6/28/48 $188,841 $455,605 $35,600
806699134
101014360 6/27/48 $58,714 $220,686
59213729 6/25/48 $93,709
619895627 $37,174
449101300 $95,713 $302,676
135968383 6/24/48 $197,224 $533,509
815983847 $82,591 $308,611
6/21/48 $42,383
498831834 $55,037 $215,748
583510882 6/20/48
195551579 $59,961 $200,761 $3,509
437360701 6/18/48 $35,579 $156,824
695752672 6/17/48 $53,288 $207,371 $24,782
182670239 6/15/48 $74,713
426974379 6/14/48 $83,293 $261,529
354955875 6/13/48 $94,160 $310,037
316290491 6/11/48 $30,508 $136,905 $746
960646647
538987578 6/10/48 $47,706 $203,426 $7,639
453734391 6/9/48 $64,292 $202,366
400143369 6/8/48 $96,484
703813576 $271,813 $631,309 $49,230
450221861 6/5/48 $306,251
279632339 $94,082 $255,867
188689282 6/2/48 $53,264
2051592 5/31/48 $134,582 $371,127 $30,950
510903092 $102,244 $307,424
146289674 5/29/48 $6,061 $2,854
561288306 5/28/48 $71,267 $251,915 $33,370
459685968 5/27/48 $62,463 $269,190
198801283 $113,158 $333,903 $3,601
169244879 $45,771 $200,101
807957827 5/25/48 $193,602 $8,007
312200998 5/24/48 $80,621 $256,152
709682622 5/23/48 $104,346 $319,207 $2,131
790988713
897488151 5/20/48
589941468 $36,334 $161,166
198968221 5/19/48 $59,486 $20,084
434682556 5/18/48 $102,667
719893272 5/17/48 $164,371 $406,985
844940130 5/16/48 $124,947
137923055 $42,313 $4,929
338635848 $75,375 $267,988
878478018 5/14/48
347710313 5/12/48 $107,209 $258,855
5/11/48 $133,425 $361,561 $4,434
728106713 5/9/48 $42,326 $164,805
762271373 5/8/48 $392,573 $5,519
517382256 $63,150 $190,671 $6,662
324413636 5/6/48 $81,948 $308,197
225287104 $67,452 $4,075
5/4/48 $155,473
5/3/48 $90,800 $282,708 $40,610
733744023 5/1/48 $66,501 $197,809 $7,049
893570319 4/29/48 $101,212
333567382 4/27/48 $33,957 $166,754
695442940 4/26/48 $106,090 $306,975
711294832 $66,587 $180,750
481160423 4/24/48 $140,239
89577274 4/22/48 $89,512 $6,745
67093595 $195,074 $437,248 $30,230
614864796 4/21/48 $242,362 $61,050
171243279 4/20/48 $289,522 $6,001
4/17/48 $118,821 $350,398
834294216 4/13/48 $192,037 $469,315 $22,170
562330462 $128,221 $303,037
359653902 $103,445 $299,787
$144,742
145689030 4/11/48 $1,488
724232983 $115,325 $290,501
142840345 4/10/48 $228,994
255638512 $72,035 $3,077
124807618 4/9/48 $18,205
96011959 4/8/48 $148,356 $43,297
320851148 $106,036 $301,485
93519245 4/7/48 $51,513 $33,388
904934030 $175,219 $477,999
943405957 4/5/48 $51,734 $233,529
229239715 4/4/48 $46,709 $170,183
457650286 4/3/48 $65,702 $2,262
886149709 4/2/48 $141,546 $351,285 $1,184
971518077 $123,363
634622393 3/31/48 $170,537 $444,387
430391863 $61,569 $233,243
117266472 $1,618
222839173 3/29/48 $118,301 $285,597 $6,272
183705567 $38,668 $31,344 $731
880652778 $36,751
253235211 3/28/48 $36,451 $138,535
16166819 3/26/48 $87,503 $7,836
52504510 $91,428 $309,772
749655710 3/24/48 $102,469 $336,343
302291187 3/23/48 $68,059 $243,423
643640971 3/18/48 $31,498 $145,207
167293619 3/15/48 $183,316
393006492 3/7/48 $104,756 $284,859 $25,979
153223200 $54,804 $6,746
431942614 3/6/48 $51,650 $180,795 $27,930 $1,872
674151273 3/5/48 $94,587 $258,739
291385035 $109,799
897465576 3/4/48 $46,381 $217,179
348441877 $65,506 $213,835
$117,791 $343,849 $8,947
217828974 3/3/48 $185,019 $454,107
644038537 $80,479 $575 $7,961
606143934 $40,316
336019495 3/2/48 $216,780
860714006 $181,674
60772381 3/1/48 $77,728 $215,250 $8,466
879240705 $176,833 $458,030
459939116 $31,860 $4,452
623312508 $51,628 $206,070
325470199 $159,809 $22,580
10901524 $161,325 $429,578
598130591 2/16/48 $94,454
779144962 $45,086 $201,195
898509538 2/15/48
$100,919 $9,811
908005205 $69,554 $239,699
648762916 $109,179 $322,080 $1,173
$102,410
924108063 $235,901
$5,594
$90,777
299785736 $67,189
680425927 2/7/48 $50,166 $187,297 $50,701
619255974 $60,776 $266,370
$165,641
$33,864
$34,180 $2,077
463293999 2/6/48 $48,263 $200,023
603971301 $55,727 $195,859 $2,585
$78,283 $262,744
567216017 $13,659
716480032 $65,678 $978
$68,245 $235,648
677987957 $166,284
765685114 $42,597 $204,432
50132557 $103,029 $37,667
$152,462 $6,788
$22,290
29592578 1/29/48 $307,278
65962225 $78,387 $257,655
843643308 $61,046
790468429 $101,859 $272,958
843069544 1/23/48 $89,606 $288,266 $21,581
583244400 $58,874 $213,744
$45,174 $212,235 $33,850
448646758 $117,809
63781530 $53,323 $233,408
240049188 $93,283 $262,489 $34,410
347660942 $28,979 $174,100
187321942 $109,916 $328,686
680584356 $13,275 $6,057
578066544 1/17/48 $24,119 $123,904 $935
703900839 $72,518
772521714 $205,354
989327679 $15,732 $104,143 $5,379
461007416 $50,991 $173,234
807225543 $62,349 $202,627
1/14/48 $52,395
158868302 $188,187 $41,620
45483753 1/13/48 $217,269 $502,389
187776372 $1,867 $3,291
365565054 $72,453 $2,847
944419063 $32,159 $195,096
824235589 $117,016 $1,197
$66,336 $261,916
137895222 1/1/48 $158,055 $5,533
653092892 12/30/47 $126,442
657357664 1

2/27/47
5340882 $70,846
335706802 1

2/26/47 $3,673 $120,377
511097692 $9,768
673625030 12/25/47 $36,431 $170,380
648810994 $54,197 $222,759
573637655 $23,766 $173,701
12/24/47 $37,040
450205137 1

2/23/47 $14,581 $138,114
155468786 12/22/47 $57,343 $197,113
723610704 1

2/21/47
21806232 $54,307 $216,808
286029952 1

2/20/47 $26,806 $132,117
561113047 $89,582 $269,747 $22,020
584134783 $52,967
853551610 12/18/47 $80,818
895618201 $105,936 $297,381 $8,112
950352670 1

2/17/47 $100,205 $32,112
127519263 12/16/47 $23,772 $159,235
202464699 12/13/47 $105,194 $283,144
609885620 12/12/47 $18,282 $2,098
767110493 1

2/11/47 $57,782 $4,892
$172,877
768784217 12/10/47 $40,481
807382773 $51,303 $209,767 $3,328
202267060 $102,330 $319,224
546977707 12/9/47 $152,156 $396,292
490783963 1

2/7/47 $50,446 $190,849
902649389 $142,254
317029629 1

2/5/47 $142,545 $398,369
511034235 12/3/47 $51,605
962065806 $117,742 $305,361
958960136 $146,881 $396,556
421201310 $67,954 $8,419 $1,741
616018159 12/1/47 $37,098 $9,736
983967210 1

1/30/47 $92,962 $302,726
395705134 $25,953 $148,167 $3,053
79703186 1

1/29/47 $81,246 $231,151
816452105 1

1/28/47 $30,764 $175,919
909016250 11/27/47 $71,939
628558026 1

1/22/47 $121,237 $342,601
587266255 11/21/47 $210,209 $15,731
886328677 1

1/17/47 $51,446 $194,928
153927306 1

1/16/47 $201,192 $493,471 $17,210
1

1/12/47 $61,586 $257,565 $1,322
69309215 1

1/11/47 $109,493 $279,275
524292553 1

1/10/47 $29,264
837812755 1

1/8/47 $78,322
340669444 1

1/7/47 $36,332 $4,369
349512324 1

1/6/47 $123,426 $361,688 $36,200
890567600 1

1/5/47 $52,000 $6,447
504685265 $70,055
1

1/4/47 $99,963 $291,133
342803111 11/3/47 $112,481
317841773 11/2/47 $108,078 $316,513
583681224 10/31/47 $183,345 $459,009
10/28/47 $137,357 $327,227 $8,306 $9,187
912953961 $68,471 $256,802
707127309 10/26/47 $131,093
751811972 10/23/47 $115,713 $327,167
13237023 $23,406 $175,922
401810322 $130,476
$47,161
934611742 10/19/47 $11,380
538753932 $197,895 $502,063
197143019 10/17/47 $50,726 $220,288
241891732 10/16/47 $146,020 $372,705
238920147 10/13/47 $46,326 $8,618 $3,375
822635740 10/12/47 $52,223 $226,451
684927392 10/11/47 $66,436 $241,047
779624178 10/10/47 $101,637 $325,193
208745896 $41,367 $198,177 $15,019
134794189 10/8/47 $135,116 $335,050
678926910 10/7/47 $125,662 $344,191
$27,290
441669981 10/6/47 $57,536 $180,830
414716379 $55,766 $239,175 $5,946
589562459 10/4/47 $16,253 $969
49251335 $26,660
60541050 9/29/47 $147,434 $21,250
839627938 $86,563
643823608 $179,483 $496,761 $43,530
801577667 9/27/47 $107,066 $331,728
260713168 $136,123 $348,357 $1,810
660436395 9/26/47 $92,182 $286,479
503928354 $50,853
91447367 $4,857 $100,327 $7,190
599426615 $125,086 $24,301
864056333 $120,123 $345,102
55524164 9/25/47
280228102 9/24/47 $71,208 $285,153
393032113 9/23/47 $52,829 $192,969
9/22/47 $65,268 $288,825
186535741 9/19/47 $116,612 $327,211
280912778 $95,892 $274,044
9/18/47 $273,507 $630,267 $3,975
979049045 $1,840
102411690 9/15/47 $77,351 $187,879 $1,070
734265621 9/12/47 $284,898 $645,241
427956603 9/11/47 $79,348 $270,032
302000889 9/10/47 $106,942
832341300 9/9/47 $313,727
606036369 9/6/47 $151,150 $414,734
564643042 $270,614
151384507 9/5/47 $161,142 $430,785
10931775 9/4/47 $44,214
750125593 9/3/47 $77,113 $25,370
62643113 $126,865 $346,249 $30,341
992652986 $89,124 $250,040
324180718 8/31/47 $54,545 $4,037
10599924 $168,168
610606593 8/30/47 $189,038
45638165 8/26/47 $90,250 $313,721
24505453 $94,022 $273,130
308759097 8/25/47
366517272 8/22/47 $161,741 $427,283
905883739 8/20/47 $68,564 $274,122
159046638 8/17/47 $23,714 $121,354
540615255 8/14/47 $63,301 $213,026 $11,364
541876922 8/13/47 $52,939 $9,795
70821537 8/12/47 $87,925
30587067 $87,751 $236,742
616722972 8/10/47 $37,295 $163,285
247258580 8/7/47
461800201 8/5/47 $214,626
27436744 8/4/47 $97,336
701170488 8/3/47 $176,305 $453,094
363479465 8/1/47 $152,004 $406,183
796247401 $68,184 $215,796
524683007 7/30/47 $43,539 $200,883 $9,667
523925240 $86,756 $224,768
4985089 7/25/47 $86,469 $227,552
706747980 $21,000
222540497 7/23/47 $38,806 $202,431 $1,213
314006147 7/19/47 $47,417 $229,556
949616041 $148,315
36849008 $112,953
752309500 7/17/47 $57,134
544290336 $105,539
289540110 7/16/47 $180,747
574409856 7/13/47 $86,498 $287,091
235786973 7/8/47 $32,028 $7,027
523214212 7/6/47 $40,556 $190,086
$106,169
387367603 7/5/47 $50,584 $157,928 $11,760 $1,328 $4,978
$31,701
247830994 7/4/47 $255,823 $47,030
552457945 $207,687 $510,742 $35,160
7/1/47 $67,096
193997858 6/30/47 $114,635 $321,942 $7,202
162650357 6/28/47 $25,844 $154,309
104648893 6/27/47 $96,339 $321,111
857843370 $45,180 $248,185
189308866 6/26/47 $7,356
790904896 $23,196 $137,379
$35,259
487616897 $26,116
317842701 6/25/47 $188,148
628631375 $160,405 $16,951
679601722 $40,601 $221,230
340189673 6/24/47 $44,432 $149,078
302484618 6/22/47 $58,454 $184,206 $28,900
$218,142 $11,409
105310315 6/21/47 $40,833 $159,144
829880450 6/20/47 $74,203
6/18/47 $60,029
998163006 6/17/47 $71,093 $229,315
770698930 $135,523 $388,666 $31,672
19168448 6/14/47 $74,422 $247,486
247069987 6/13/47 $46,188 $163,879
321984667 6/12/47 $27,616 $167,006
226980916 6/11/47 $31,519 $162,052 $20,740
565830564 6/10/47 $51,669 $234,454
170483243 6/6/47 $68,992 $216,986
143417539 $84,091 $268,669 $6,466
78781397 $56,482 $213,726 $2,067
156788842 $32,636 $132,838
215416482 6/3/47 $46,183 $188,378
461817641 5/30/47
5/28/47 $33,255 $185,460
56102366 5/27/47 $101,282
467926237 5/26/47 $57,912 $236,693 $32,059
676183259 5/25/47 $31,742 $24,540
207550909 5/24/47 $98,396 $12,280 $4,045
974827347 $49,010 $212,621
791755704 5/23/47
349350368 5/21/47 $40,706 $172,715
52463713 5/20/47 $281,358
339847244 $16,005 $52,557 $3,546
943091300 $58,869 $2,799
5/19/47 $26,782 $164,119
391422600 5/18/47 $229,365 $531,301 $33,810
99527597 $46,464 $184,637 $30,160
642987359 5/15/47 $166,773 $1,507
380373654 $21,727
749843839
550096927 $232,280 $49,880
709159686 5/14/47 $36,700 $172,009
788758500 $56,508 $218,512
112298653 $35,093 $184,784
624628682 5/11/47 $52,626
$5,463
131080792 5/9/47
686791659 5/7/47 $51,278 $230,340
751575192 $145,692 $5,828 $5,854
918037800 5/5/47 $127,524
740786666 $106,218 $323,804
88568347 5/4/47 $41,408 $199,056
65902213 5/2/47 $100,099 $262,480 $33,326
491718211 5/1/47 $68,098 $216,432
838396174 $61,988 $209,789
549069454 4/29/47 $72,500 $273,022
673977936 4/27/47 $127,730
148344210 $4,119
773276018 4/26/47 $35,681
488523606 4/25/47 $115,075 $5,314
637739719 4/23/47 $64,014 $244,863 $2,143
469933313 4/21/47 $42,255
324073068 $15,512 $1,972
730524072 4/20/47 $70,293 $271,091
89157630 $83,901
591743242 4/19/47 $103,831 $324,828
923458151 4/18/47 $56,582 $3,554
153378781 4/14/47 $241,350
831145515 $153,688 $418,418
376864921 $56,919 $249,577
814442459 4/13/47 $138,004 $343,853
633052576 $74,620 $227,542
686534779 $143,242 $364,925
4/8/47 $37,239 $191,937
586477753 $39,157 $130,089
450838833 4/4/47 $55,891
30227866 4/3/47 $32,967 $4,663
410196095 4/1/47 $83,171 $292,802
812337980 $69,741
404869739 $6,752
545697951 3/29/47 $192,493
606846426 3/28/47 $174,993 $34,720
232169136 3/27/47 $37,388 $1,131
408480738 3/24/47 $64,531 $4,419
251567668 3/23/47 $84,438
723334294 $58,780 $1,971
$5,568
562092571 3/19/47 $30,776 $200,353
789938578 $78,348
181793596 3/18/47 $43,546
718684940 3/14/47 $74,468
683103279 $85,288 $218,202 $17,480
166867224 3/12/47 $78,271 $274,598 $27,400 $7,337
45398288 3/7/47
351243985 3/6/47 $76,954 $249,290
525535873 3/5/47 $112,512 $37,550 $19,867
3/3/47 $62,804 $225,810 $15,510
859482663 3/2/47 $43,993 $149,835 $31,448
273204117 3/1/47 $82,599
410879552 $80,142
$404,124 $22,190 $589
680381960 $53,235 $197,017
252778951 $54,096 $191,881
399503392 $61,299 $260,164
596152711 $81,937
682965504 $95,833 $298,849
382198324 2/19/47 $43,393 $202,835
237090665 $115,756
$6,624
$10,782 $5,254
953257206 $66,139 $198,065
869972677 2/15/47 $81,555
745722645 $63,807 $199,353 $9,155
836267708 2/14/47 $132,280 $388,651 $27,590
464930104 $100,501
120935025 2/8/47 $64,198
820083212 $174,389 $447,758
103824645 $18,426 $137,473 $1,745
18197959 $12,363
993912015 $46,605
749598455 2/2/47 $130,393 $363,470
595463329 1/31/47 $140,534 $387,349 $54,928
924641059 $20,190
108036736 $75,774 $258,868 $11,407
913432924 $30,775 $117,060 $15,089
192315205 $198,077
171047971 $54,983 $223,545 $9,093
1/25/47 $66,888 $214,191
284849288 1/23/47 $72,632 $240,387 $30,167
922130188 $42,236
515204929 1/20/47 $88,560 $244,028
472421871 1/19/47 $147,351 $408,720
990819709 1/18/47 $94,024 $287,265 $35,130
$11,545 $721
655182815 $1,702
$118,811
242848928 $22,658 $96,532 $5,369
1/14/47 $223,020 $35,830
483272503 $25,894 $117,638
687071129 $74,175 $2,484
115036166 $66,063 $208,162 $7,684
664499270 $2,010
761295422 $135,296
473135731 1/9/47 $35,631 $155,972
23795371 $107,636 $327,629
284109169 $64,914 $236,516 $34,280
416746837 $27,019 $142,929
153085416 $63,967 $246,870
87360109 $38,442 $175,653
763350978 $80,489
413155556 $90,349 $299,552 $30,200
513474624 12/29/46 $70,198 $239,210 $37,810
576207845 1

2/25/46 $42,778 $146,329
525936556 1

2/24/46 $114,553 $355,136
573855069 1

2/23/46 $100,704 $305,905 $19,290
66404868 $21,802
36324415 $146,001 $437,230
234860544 12/22/46 $129,561 $336,369
48124408 1

2/19/46 $147,666 $405,910
629834392 1

2/18/46 $63,482 $226,408
713200511 12/17/46 $99,251 $275,991 $35,570
598404152 $605
629842838
808765493 1

2/15/46 $104,067 $319,855 $35,760
$47,042 $191,400 $18,070
277664335 1

2/13/46 $65,529
55571919 $77,653
118339017 1

2/11/46 $65,465 $210,434
$6,966 $18,461
81555061 $86,473 $285,382
582432313 1

2/9/46 $91,209
8249168 $63,399 $227,602 $5,653
154661302 $40,709 $181,938
213914477 1

2/8/46 $222,590 $9,175
405470506 $115,595
539819143 12/5/46 $25,709 $128,190 $6,835
336407311 $33,933
175286308 $37,626 $162,387
96173378 1

2/2/46 $81,849 $273,961 $5,497
551324330 $63,346 $252,296
910475909 $81,008 $216,655 $24,830
434339867 1

1/28/46 $87,455 $247,728
922705662 11/26/46 $91,300 $294,883
797095158 11/25/46 $37,049 $196,411
30142985 $30,149 $6,359
1

1/24/46 $73,574 $224,049
11/23/46 $88,691 $279,497 $18,200 $1,261
877336554 1

1/20/46 $154,956 $26,910
197563059 11/18/46
93868576 1

1/17/46 $86,541 $281,982
10530845 11/16/46 $45,387 $162,853
107915355 $197,036 $498,667
337557903 11/14/46 $42,907 $159,304 $9,102
900677342 1

1/13/46 $55,659 $235,880
222167380 1

1/11/46 $44,438 $172,432 $34,450 $2,944
688694531 1

1/8/46 $36,273
$159,399 $4,738
529008078 1

1/7/46 $39,095 $197,227
689155738 $20,741 $134,822
640148036 1

1/6/46 $161,922 $6,523
138736524 11/5/46 $41,359 $182,242 $9,581 $6,405
131742207 1

1/4/46 $21,296 $154,214
708767803
601345223 11/2/46 $26,429 $163,090
344728631 10/31/46 $72,403 $247,537 $24,140
10/30/46 $72,537
702857598 $55,580 $214,013
786615637 10/29/46 $55,890 $12,390 $6,668
114999708 $22,953 $139,610
215770981 10/28/46 $108,233 $290,195
548922003 10/27/46 $67,816 $247,605 $20,219
10/26/46 $48,194
416663544 $147,579 $443,598
827234215 10/25/46 $58,354 $216,333
221331559 10/20/46 $52,019 $213,950 $32,115
415120460
226356021 10/18/46 $34,730 $169,666
399326465 $46,573 $164,089 $11,541
22824315 10/17/46 $145,737 $387,144
586065625 $51,435 $29,260
376761023 10/15/46 $55,770 $163,735
934440703 $114,845 $351,686
228521006 $135,118 $6,060 $5,442
168009220 $64,993 $241,636
803551973 10/14/46 $76,876 $231,577
758550214 10/13/46 $35,516
625056405 10/12/46 $28,637
953297827 10/10/46 $81,478
$37,965 $178,189 $32,390
157025396 10/7/46 $53,261 $213,913
678132791 $154,099
187608911 $62,405 $225,899
394261307 10/6/46 $8,712 $139,250
196850945 10/4/46 $91,924 $249,756 $20,463
703216044 10/2/46 $90,526 $262,538
698414529 9/30/46 $84,982
357823029 $77,352 $249,371 $3,115
794822851 $69,861
716776192 9/28/46
798642832 9/26/46 $142,751 $333,479 $30,860 $3,191
9/25/46 $99,424 $355,608 $17,660
9/24/46 $51,802
$25,931 $183,292
598961480 9/23/46 $129,978 $332,538 $25,350 $25,777
981057971 $109,437 $333,093
923722464 9/21/46 $30,699 $19,644
59026158 9/20/46 $26,870
230975934 9/19/46 $80,023 $246,532 $29,379
544218777 $57,836 $5,935 $7,261
185382071 9/18/46 $77,012 $316,239 $8,744
579764441 $55,869
376951777 $67,477 $252,228
694490618 $74,334 $254,789
199865035 9/10/46 $38,720 $183,228
195333528 $27,337
999138217 9/9/46 $109,040 $327,237
792433651 $77,849
910942216 9/8/46 $21,267
416505182 9/7/46 $84,345 $264,549
292763066 $70,494 $227,305
233795371 $129,069 $345,479
246148879 9/6/46 $90,887
158916131 $63,269 $243,277 $8,067
800388663 9/5/46 $363,560 $23,920
783679137 9/4/46 $116,419 $356,989 $1,404
133788563 9/3/46 $281,482
508252659 $50,516 $218,287 $11,850
530290205 $96,093 $282,737
544560620 9/2/46 $107,394 $318,906
194040353 9/1/46 $136,417
877546076 8/30/46 $66,839 $47,414
300257711 $118,678
8/28/46 $183,296 $34,310
$34,030
$178,768 $469,094
649993215 8/26/46 $12,824 $9,851
$74,945
426213310 8/24/46 $59,144 $205,862
698788036 8/22/46 $64,915 $186,151
768881910 8/21/46 $83,353 $4,923
126375450 8/20/46 $70,026
712302160 8/18/46 $37,345 $177,601 $7,952
457973804 $20,618
688951353 $79,082 $270,035 $10,293
264474096 8/17/46
624445619 $48,792
858606945 8/16/46 $31,205 $170,358 $5,667
753795811 8/12/46 $62,280
232506263 8/11/46 $64,513 $204,500
111315876 8/10/46 $66,429 $225,996
124037098 8/8/46 $66,054 $250,182
152494519 8/6/46 $30,047 $117,269 $2,002
549824881 $73,099 $212,950 $1,046
322053183 $59,375 $244,565
687487558 8/3/46 $42,478 $160,747 $27,060 $15,315
763690209 8/1/46 $136,780 $8,441
156913960 $37,172 $195,043
57270211 7/31/46 $29,429 $149,217
411815926 $46,979 $212,163
676564761 7/30/46 $132,536 $368,061
374890426 7/27/46 $161,395 $412,344
802967671 7/25/46 $116,797 $3,084
193827929 $95,455 $9,969
517971287 $58,108 $236,411
929891515 7/24/46 $40,473 $194,669
64779757 7/22/46 $73,056
895424093 $86,551 $3,436
989870546 7/21/46 $82,266
592856852 7/20/46 $97,958 $242,606 $30,730
665591504 7/19/46 $130,795 $28,340 $1,267
$72,291 $8,013
$168,419
$10,543
7/18/46 $107,700
650820876 $80,329 $229,383 $37,080
632067262 7/17/46 $176,785
$69,297 $211,553
765672799 $24,904 $150,064
600333033 $104,869
$20,683 $151,996
482683684 7/15/46 $24,992 $145,079
7/13/46 $83,066 $251,126
62526097 7/6/46 $167,661 $433,494 $24,390 $10,421
777916931 7/4/46 $106,830
997909831 7/3/46 $95,044 $264,753 $32,890
845009116 7/2/46 $16,536 $133,204 $3,150
483773140 7/1/46 $93,901
738075150 $10,232 $129,979 $24,470
$3,999
729998807 6/30/46 $37,646 $7,462
270119970 6/28/46 $13,753
667817150 6/27/46 $36,755 $44,990
546761106 $55,861
6/26/46 $41,924 $3,998
200035083 6/24/46 $99,602
471968658 6/23/46 $63,049 $197,046
2755470 $185,521
827520459 6/22/46 $75,184 $268,417
923020250 6/20/46
41744708 6/18/46 $34,565 $31,900
491463740 6/17/46 $48,144 $4,626
73615244 6/16/46 $76,129
147693243 6/15/46 $332,339 $738,153 $3,019
277471268 $143,650
446454242 6/12/46 $190,523
877277908 6/10/46 $34,455
173389804 $30,319 $175,890 $5,212
650676239 6/9/46 $64,888
429128652 $110,911 $335,699
47970332 $38,467 $1,231
$59,445 $225,151 $34,824
$103,645 $327,281
6/6/46 $48,780 $32,593 $7,385
986046134 6/5/46 $108,744 $333,039 $3,267
523113485 6/4/46 $99,253
630117299 6/2/46 $35,168 $175,879 $5,139
247388076 5/29/46 $122,959 $342,426
5/27/46 $86,562 $266,575
306178262 5/26/46 $186,706 $476,703
$38,700
403450018 5/25/46 $91,516 $276,176
771506938 5/24/46 $40,383 $203,659 $8,424 $2,389
277134628 5/23/46 $344,629
$2,796
$40,100 $27,795 $5,725
243463686 5/22/46 $21,470 $4,372 $1,441
62418137 5/21/46 $114,088 $306,745
907577342 5/20/46 $168,489 $422,061
79268082 5/18/46 $186,173
81323076 5/17/46 $169,926 $442,348
413007803 5/15/46 $59,270 $189,686
278503895 $70,371 $247,936
284182377 5/13/46 $71,735
941381262 5/12/46 $162,241
5/7/46 $94,786 $331,854
128167873 5/6/46 $206,406
440614462 5/4/46 $86,100 $268,336
370351885 5/2/46 $109,230 $301,276 $28,570
383175630 5/1/46 $47,927
883610787 4/30/46
425482902 4/26/46 $79,834 $253,064
699382604 4/25/46
14285900 $117,854
993010281 4/24/46 $14,034
835528692 4/22/46
951534863 $74,061 $272,686
$30,850
4/21/46 $48,587
366616834 $88,712 $239,681 $1,835
763128763 4/18/46 $140,694 $21,750
987299529 4/12/46 $98,239 $293,964 $34,040
894537452 $41,557 $182,863 $24,970
409115771 $123,265 $345,259
829674021 4/10/46 $32,196 $151,510
454040458 4/9/46 $38,036 $153,381 $2,425
112582399 $203,641 $533,607 $31,820
933243471 4/5/46 $203,230
4/1/46 $62,731 $214,682 $5,755
882027304 $169,259 $470,371
798286468 $73,714 $225,278
951246359 3/30/46 $41,199 $150,933
673726800 $61,862 $245,885
752180046 $49,636 $158,951 $3,595
3/28/46
8563621 $123,954 $1,644 $5,188
839582055 3/24/46 $103,536
375690054 3/21/46 $27,652 $145,983 $6,348 $2,150
475131294 3/20/46 $30,897
501758579 3/19/46 $67,923 $21,838
730441601 3/13/46 $17,424
541681656 $93,908
113286747 3/11/46 $97,531 $301,461
328805838 3/10/46 $46,817 $223,487
770206094 3/9/46 $47,793 $199,133 $1,704
245429311 3/8/46 $117,470 $357,727 $47,097 $2,933
64132133 3/7/46 $176,037 $496,550 $41,180
$72,115 $7,236
852141727 3/3/46 $63,593
755748771 $117,644 $330,217
58776285 2/28/46 $25,289
604014833 $185,291 $475,137
401276 $23,847 $108,261
825815417 2/27/46 $222,372 $37,140
220848640 2/26/46 $19,709 $3,822
936079965 $173,218 $492,219
122549723 $106,622 $334,528
766689359 $139,307 $338,975
685041790 $36,890
59838903 $180,465 $506,109 $30,920
505246407 2/21/46 $69,268 $238,236 $23,381
23391155 $52,759 $164,906
$97,495 $292,386
640048389 $47,625 $161,743 $8,386
900622130 2/16/46 $4,504
898060367 $67,799 $227,787
564472252 $134,371
591761636 $25,972 $97,541
945551761 2/14/46 $166,651 $1,064
102863719 $32,073 $145,645
647032091 $115,204
2/12/46 $48,421 $201,603
120868496 $97,706
752904193 2/10/46 $161,352
929148181 $8,791 $117,461
500072966 $84,435 $291,779
576812629 $33,354 $165,408
91809347 $48,953 $209,234
233246336 2/7/46 $66,062 $217,993
618040112 2/3/46 $41,470 $1,797
548829498 $189,052
581216860 $28,535 $145,198
540182147 $44,235
36287801 2/1/46 $59,931
1/31/46 $82,824 $293,807
118295045 1/30/46
143029080 $81,900 $268,602 $8,125 $22,638
441848412 1/29/46 $3,528 $73,903
457099402 $73,849 $10,816
523858256 1/27/46 $105,085
32550499 $22,395 $177,678
631212058 $114,547 $330,408 $824 $1,877
232639741 $98,678 $268,734
610200368 1/22/46
237764523 1/21/46 $142,206
22905935 $74,295
$104,523 $32,730
41376025 $44,405 $178,233 $29,959
826987002 $59,797 $178,230
256809062 1/15/46 $114,179 $310,405
499092484 $32,354 $179,566 $27,550
451527947 $242,749 $539,586
1/12/46 $54,839 $199,023 $5,536
98258048 $12,336 $136,383 $2,367
631562714 $121,708 $356,812
1/9/46 $45,432 $182,320
$5,465
291344052 $59,781 $246,460
603518238
31827166 $107,259 $343,700
839427801 $138,550 $398,559
14955631 1/3/46 $73,926 $231,118
302505662 12/31/45 $30,012
203396173 $18,635 $119,212
688077546 $75,777 $277,382 $5,071
101684050 12/27/45 $148,193 $436,694 $26,200
131511163 1

2/26/45 $126,548
509887154 $30,963
308455362 12/25/45 $77,100 $18,300 $6,077
456484064 12/23/45 $189,509
635166021 12/21/45
361782057 1

2/20/45 $32,956 $202,231 $6,603
282058762 1

2/19/45 $74,826 $237,354
865694934 $69,335 $1,363
241963590 12/18/45 $25,698 $213,856
423739364 12/17/45 $114,746 $336,124
464069884 12/16/45 $21,665 $178,318
156186403 1

2/13/45 $499,433
681522668 $47,264 $215,249
12/12/45 $92,718 $1,936 $4,073
417622657 $94,471
492849844 $180,034 $32,950
963866220 12/8/45 $43,802 $194,653
431253954 1

2/7/45 $79,183 $259,874
601668719 $20,773
959206681 1

2/6/45 $46,396 $164,037
288495249 1

2/4/45 $58,049 $186,384
108145983 12/2/45 $113,918
331032762 $238,741
693513076 $119,273 $321,164 $40,880 $3,041
388307461 12/1/45 $89,250
1

1/30/45 $45,308 $182,449
386925271 1

1/26/45 $58,691 $255,524 $4,521
597997984
321220035 1

1/18/45 $111,180
22527442 1

1/16/45 $129,566 $352,586 $15,686
850833893 $52,182 $177,163
858295286 11/15/45 $70,008
856378045 1

1/14/45
812664761 11/13/45 $69,111 $291,969 $5,038
270350065 11/12/45 $2,664
320166141 11/11/45 $38,768 $177,896 $6,521
967054085 11/5/45 $60,115 $188,846 $6,424
88774168
469714824 11/3/45 $71,007 $240,833
355004402 $91,916 $266,099
71699130 1

1/1/45 $5,203
803733222 $107,553 $346,995
454751032 10/30/45 $106,880 $287,545
10/29/45 $96,154
342739357 10/27/45 $106,746 $310,093
309193603 10/26/45 $58,360 $165,109 $37,440
762426213 $53,099 $175,695 $12,797 $1,690
175337462 10/25/45
870022121 10/20/45 $53,908 $187,804
448113092 10/19/45 $48,466 $187,224 $29,490
758370952 10/17/45 $88,668 $316,419
732669578 $103,454 $303,050
154793005 10/15/45 $72,289
202645112 10/13/45 $235,075 $565,122
481515756 10/12/45 $144,681 $416,019
922637030 10/9/45 $97,382 $308,418
272342712 10/7/45 $66,955 $241,544
385591442 10/5/45 $110,051
759415361 10/1/45 $52,027 $217,277
176300530 9/30/45 $69,625 $271,183 $3,155
515235975 9/26/45 $132,687
809790690 9/24/45 $2,030
377003199 $96,728 $278,985
877748562 $71,579 $257,342 $9,514
9/23/45 $103,598 $308,889 $34,170
687348918 9/21/45 $52,409 $212,452 $1,986
684319268 $50,646 $222,419 $32,100
9/20/45 $144,348 $367,562
410191686 9/19/45 $170,110 $438,186
67013861 9/18/45 $101,450 $6,941
312079324 9/16/45 $100,816 $281,563
299207740 9/12/45 $63,212 $207,429
868478590 $76,992 $1,317
394201314 9/10/45 $74,857 $236,453
564608196 9/8/45 $88,985 $224,145
110531074 $305,391
873531931 9/6/45 $92,513
524204662 9/5/45 $66,334 $13,530
9/3/45 $85,444 $3,689
810576249 8/27/45
469491663 8/23/45 $52,206 $188,403
917757827 8/22/45 $29,567 $195,060
17880810 8/20/45 $44,782 $148,676
610877471 8/19/45 $35,638 $188,539
308802855 8/16/45 $58,365
731266350 $63,195 $211,882
730251840 $120,141
847570626 8/15/45 $19,394 $158,811
717557049 $56,480 $167,638 $27,640
459438740 8/14/45 $73,985 $242,788 $33,190
265795286 $50,925 $4,777
630289134 8/12/45 $73,663 $268,990 $41,310
205960821 8/11/45 $55,723
994496318 8/8/45 $67,290 $269,448
93156230 8/5/45 $10,838 $8,238
477485053 $50,457 $234,578 $40,900 $7,103
758464819 $25,929 $187,573
8/3/45 $131,383 $371,652
496027594 7/31/45 $103,910 $314,938
681388843 $191,330
835529663 $293,118
509128937 7/29/45 $43,946
524645622 7/28/45 $127,589 $20,810
$8,600
621566024 7/26/45 $88,233 $260,694
750236944 $93,400 $317,614 $9,866
$15,541
870543245 7/25/45 $44,429 $8,702
$38,349 $169,694
930929206 7/24/45 $107,808 $278,940
458463350 7/23/45 $98,561
517874376 $64,306 $245,459
852113609 7/22/45 $136,962
$80,297
7/20/45 $185,714 $462,340
225460877 7/19/45 $66,100 $222,183
$63,442 $167,921
90811904 $136,052 $6,779
514998223 7/18/45 $73,561 $252,879
7/17/45
613610605 $65,825 $237,062 $2,658 $3,238
526517149 7/16/45 $276,354 $48,993
349920203 7/15/45 $76,049 $272,992
$39,048 $229,578 $1,450
777634285 7/14/45 $43,385 $120,939
523569735 7/13/45
582048005 $139,157
413295070 $151,138 $409,989 $2,733
597296394 7/12/45 $90,149 $261,569
83360016 7/11/45
711587190 $169,273
30429169 7/9/45 $42,642
105992679 7/8/45 $221,413 $511,661
510632237 $67,587
139325477 $38,084 $160,180
489736792 7/5/45 $27,839 $174,220
726178269 7/4/45
774160642 7/3/45 $217,584 $456,526
512332959 $198,200
372873361 6/28/45 $170,816
494100168 6/26/45 $204,766 $521,764
6/25/45 $40,818
242893246 $61,428 $248,266
433568568
192329478 6/24/45 $16,739 $119,730
421166663 6/21/45 $18,917 $118,361
918785974 6/19/45 $55,742 $186,013 $9,718
98708630 6/15/45 $200,391 $27,414
499733944 6/14/45 $30,388
589215494 6/10/45 $40,355 $188,388 $2,629
643381847 $52,088
6/9/45 $164,420 $402,031 $10,878
418989581 $29,393
605834339 6/7/45 $39,480 $2,818
6/6/45 $101,307 $287,314
143078256 6/5/45 $65,298 $213,225
594301853 $59,690 $226,836
$45,044
422758152 6/2/45 $27,546 $181,137
348040935 6/1/45 $80,227 $247,045
$8,152
772841920 5/31/45 $81,524 $5,485
767598955 5/30/45
603921005 $82,465 $256,667
399814035 5/29/45 $177,842 $47,939
872514261 $37,092
716593188 5/27/45 $49,268 $209,157
$3,133
143755423 5/22/45 $228,160 $569
39001690 5/21/45 $141,318 $411,675
247903379 $201,483 $1,215
$35,090 $188,255
870905611 5/19/45 $64,155 $221,443
756785495 5/15/45 $33,212 $158,432
78490994 5/14/45 $133,408 $342,194 $36,030
828359048 $79,315 $255,491
121133457 5/12/45 $62,215 $244,460
419897982 $55,977 $2,379
696493141 5/10/45 $91,744 $12,271
317159574 5/9/45
504957302 5/2/45 $41,345 $140,075 $8,877
63479241 4/29/45 $109,280
862198246 4/27/45 $63,339
663029590 $46,074
4/25/45
56154123 $151,741 $401,846
125800896 4/21/45 $102,295 $299,916
421671620 4/20/45 $72,540 $265,894 $32,145
884881408 4/19/45 $94,995 $301,004 $33,700 $5,172
5941567 $21,866 $8,375 $23,304
$62,013 $204,404 $7,211
781500517 4/18/45 $81,350
866705472 4/15/45 $130,241
235485682 4/13/45 $35,167 $176,773 $35,800
256323118 4/11/45 $52,078 $194,227 $4,862
554468855 4/10/45 $277,531
265275450 4/6/45 $19,036
626386365 $54,439 $199,224
4/5/45 $78,921 $257,604
462719627 4/4/45 $65,234 $280,155 $1,148
789536767 $64,787 $228,544
445582540 4/3/45 $33,791 $171,275 $4,147
487743827 4/1/45 $111,556
310091630 $48,952 $203,371
831372539 3/31/45 $67,723
3/30/45 $50,624
252476945 3/28/45 $94,709 $272,378 $678
504810530 3/26/45 $114,422
603345976 3/25/45 $38,999 $155,493 $26,150
658408108 3/24/45 $71,530 $23,870
$32,639
599358562 $157,057 $23,440
$3,152 $8,378
969843061 3/23/45 $155,634 $418,686
370622275 3/22/45 $77,051
354553048 3/21/45 $73,830 $262,020 $4,086
877619886 3/19/45 $153,917
11668406 $74,398 $233,136
948349003 $36,231 $153,711 $31,800
159149651 3/15/45 $27,354
573568276 3/13/45 $62,060 $244,889
132924806 3/10/45 $81,438 $15,040
554209949 $37,424 $155,505
693046723 3/9/45 $108,317 $325,936
543971880 3/8/45 $89,674 $261,646
741602674 3/3/45 $46,624 $212,273
975778622 3/2/45 $105,762
771801025 $193,786 $478,456 $46,610
207661511 $9,123 $120,711 $7,499 $5,509
792300541 2/28/45 $18,755
91873101 $52,722
54896972 2/24/45 $95,024 $290,418 $20,351
879619807 $107,009 $312,734 $5,582
374284502 $87,156
270525647 2/15/45 $84,096
885890420 $73,138 $255,540 $16,922
143093971 2/14/45 $48,078 $274,259
330276792 $88,903
$4,507
658489952 2/11/45 $5,537
$74,330 $30,440
2/10/45 $57,361 $227,490
2/9/45 $64,423 $216,645 $3,591
323105809 $77,267 $8,395
464247120 $246,164 $636,835
788620578 $81,818 $272,725
450097524 $318,831
2/3/45 $10,106
474302091 $20,058 $140,497
551233343 1/31/45 $24,397 $143,227
503274618 $100,981 $303,119
860806479 1/27/45 $3,032 $96,814
317891388 $61,626 $5,598
707777310 1/24/45 $52,383 $197,029
305360927 1/22/45 $10,617 $1,079
1/21/45 $122,773 $5,517
534275022 $82,395 $224,691
79590937 $43,673 $172,395 $53,796
804109445 1/17/45 $77,864 $299,542 $26,930
772237115 $167,400 $430,292
12254781 $114,434 $349,801
232648329 $296,150 $25,520
478006120 1/10/45 $21,864
347709647 1/6/45 $81,465 $244,977
385226708 1/2/45 $193,895 $445,020 $3,400
608531761 $53,388 $194,362 $4,957
576718540 $112,804 $323,947
12/31/44 $76,799
624316866 1

2/29/44 $50,705
653979703 12/25/44 $52,895 $8,229
431450641 $120,571 $6,491
671989782 1

2/24/44 $159,494
114231234 1

2/23/44 $52,105 $196,481
688008175 1

2/17/44 $173,863
1

2/15/44 $171,157 $466,984
635033439 12/14/44 $64,548 $251,584 $3,763
839070640 1

2/10/44 $19,961 $69,660
613111197 $70,632 $250,307
12/8/44 $40,783 $166,605
191463960 12/6/44 $145,319 $395,969 $24,290 $10,727
605149586 $71,316 $266,967 $32,660
267711395 12/5/44 $97,777 $296,937
212925200 11/30/44 $98,657
19445884 11/29/44 $63,027 $6,927
259127860 $66,623 $261,930 $9,485
539613604 11/27/44 $59,291
631490404 1

1/26/44 $48,697 $219,687
1

1/20/44 $129,222 $376,824
180789377 11/19/44 $57,706 $214,111
521266213 $86,120 $29,890
275426485 1

1/17/44 $210,146
$9,009
911685716 11/16/44 $18,244
362866321 $59,128 $173,782 $22,302
487917662 11/13/44 $138,281 $375,117
9413261 1

1/10/44 $54,877 $42,170 $1,125
916886261 1

1/8/44 $61,441
11/3/44 $76,118 $242,287
348647066 11/1/44 $46,227 $222,674
901859685 10/31/44 $60,179
915311067 $192,328 $475,685 $41,400
220967341 10/27/44 $66,964 $6,183
223206496 $76,991 $210,996
763695008 10/20/44 $85,024
271625863 10/19/44
10/17/44 $19,694 $162,610 $1,084
10/14/44 $39,975 $190,228
677580632 10/12/44 $417,765
579821542 $108,048 $305,727
10/10/44 $20,046 $39,580
$4,218
54859928 10/6/44 $83,801 $296,735
80928323 10/4/44 $55,352
962106250 $86,574 $323,469
38956117 $51,516
477827686 10/2/44 $130,757 $1,274
193531081 10/1/44 $130,162 $356,853
656190149 $63,376 $225,111
534700499 $61,908 $227,345
$28,420
736977872 9/24/44 $38,371
382072298 9/23/44 $196,144 $42,748
59798468 9/17/44 $84,964 $227,091
819469146 9/15/44 $245,498 $33,790
181290061 $38,322 $149,578
510476606 $80,567 $274,721 $2,335
352275766 9/14/44 $174,526 $439,040
589346561 $97,765 $265,727 $23,719
578071481 $98,129 $232,845
202687475 9/12/44 $208,217 $2,510
25899381 9/11/44 $133,966 $342,198 $34,507
981096209 9/8/44 $39,405 $161,357
579502435 9/7/44 $51,811
9/6/44 $54,276 $190,354
591717613 9/5/44 $145,860 $410,029 $40,420
779848572 9/3/44 $1,646
80790880 $86,663 $27,990
853742774 9/2/44 $49,627 $255,967
889530074 9/1/44 $118,928
139804429 $41,643 $237,816 $6,715
285403579 8/29/44 $62,781 $242,381
891720707 $165,342
686482764 8/26/44 $156,508 $8,806 $3,111
13143183 8/24/44 $111,708 $292,773 $2,936
366929625 $131,889 $345,513
593750486 8/21/44 $113,534 $339,933
449161993 $17,206 $171,616
582345812 8/20/44 $72,430 $226,009
555235750 $56,227 $211,232
153772160 8/19/44 $41,952 $197,932 $2,085
232838532 8/17/44 $87,426 $286,182
659430374 $30,559 $200,812
346577642 8/16/44 $50,601
281304815 $135,832
892542306 8/15/44 $68,500 $3,593
257009795 $37,537 $158,064
931111115 8/14/44 $60,436 $248,157
516651130 8/12/44 $59,217
917624270 8/10/44 $147,611
740716572 8/8/44 $86,546 $329,062
361419420 8/6/44 $81,188 $296,244 $39,190
526733042 8/5/44 $109,258 $359,318
8/3/44 $39,482
752605960 8/2/44 $7,231 $82,289 $2,220 $26,871
7/31/44 $30,799 $7,155
274850342 7/30/44 $124,833 $400,395
42468696 7/29/44 $58,163 $223,080
291645169 7/27/44 $51,512
550890153 7/26/44 $87,793 $285,139
184578161 7/25/44 $45,787 $173,196
59939683 7/24/44 $58,959 $201,607
876758704 7/23/44 $42,357 $142,651
249913353 7/20/44 $70,628
7/17/44 $73,014 $295,579
928527045 7/15/44 $64,727 $257,070
583441358 7/12/44 $109,900 $320,515
436634437 7/11/44 $72,391 $254,334 $9,119
79969831 7/10/44 $81,427
$21,548
583259719 7/7/44 $153,061
531895374 7/2/44 $70,112 $284,285 $1,356
233372274 6/26/44 $141,083 $393,624
15267471 6/24/44 $6,855
685416864 $70,093 $210,623
171639897 6/23/44 $64,603 $217,162
523486098 6/22/44 $207,044 $498,027
211989818 $165,632 $413,216
282579671 6/20/44 $98,980 $335,018
605748289 6/18/44
86422185 6/17/44 $107,264 $5,191
675792166 6/16/44 $253,058 $545,672
419212551 6/14/44 $74,027 $292,979
741222361 6/11/44 $41,455
893823860 6/10/44 $121,913
$149,854
6/9/44 $98,789 $269,098 $8,592
607351322 6/8/44 $137,657 $6,264
128821230 6/6/44 $96,761
331339344 6/5/44 $110,140 $318,086
964763388 6/3/44 $37,794 $39,617 $5,631
526524770 6/2/44 $159,826 $444,838
324245158 6/1/44 $139,588
929378227 5/31/44 $30,841 $148,864
188087032 $80,505
69168603 $42,815 $205,232 $8,762
5/29/44 $241,408
317830805 5/28/44 $64,593 $200,725
193026223 5/27/44 $234,568 $553,501 $24,960 $7,642
681756609 5/24/44 $77,531 $248,573
140523986 5/23/44 $3,113 $8,767
204049784 $26,597 $183,867 $27,190
731430659 5/19/44 $70,839
683378483 5/16/44 $55,409 $162,237 $27,890
61725370 5/15/44 $74,385 $8,533 $2,203
258691203 $264,481 $657,804 $33,450
465629484 5/11/44 $55,673 $245,678
788026625 $113,700 $354,191 $40,750 $1,534
539250559 5/10/44 $8,088
765577228 5/8/44 $108,152 $329,756
484833042 $123,807 $38,230
193813759 5/4/44 $152,439 $413,325
380405849 $291,182 $669,271 $22,215
918785477 5/2/44 $60,745 $233,583
582758492
722135206 4/30/44 $74,441 $226,180
48210951 4/29/44 $115,656 $333,533
184967702 4/28/44 $31,573 $156,734
607022620 $246,583 $718
991956875 4/27/44 $27,656
539557931 $132,661 $410,563
4/25/44 $5,821
663206892 4/20/44 $114,134 $341,067
292877455 4/19/44 $39,422 $173,117
608881316 $59,543 $210,698
4/18/44 $125,917
463528048 $108,409 $307,730
91891969 4/15/44 $197,778
148236937 4/14/44
423063015 $34,745 $2,752
213361324 4/11/44 $72,337 $210,378
792269001 $71,012
772511257 4/10/44 $315,515 $2,622
589849546 4/9/44 $41,159 $190,351
280118710 4/7/44 $40,683 $163,194
423931148 4/5/44 $5,744
511865800 4/2/44 $219,960 $11,870
771611051 4/1/44 $50,492 $226,015
353605491 3/29/44 $75,249 $1,316
340520817 $73,246 $252,432
883538003 $152,567 $450,664
854677938 3/26/44 $113,228 $279,318
412455186 3/21/44 $65,629 $252,950
508897129 $86,516 $311,279 $31,798
3/19/44 $35,594 $166,691 $20,437
302727809 3/18/44 $127,075 $7,744
401251390 $62,924 $237,604
82800130 $70,460 $220,405
289269510 3/14/44 $31,875
401730206 3/12/44 $42,304 $31,210
676841878 3/10/44 $67,140 $228,964
753941980 3/7/44
711467735 $43,293
609839061 $24,785 $160,333
$27,490
845045346 3/5/44 $117,066 $316,356
376482434 3/3/44 $59,162 $180,232 $5,028
225280806 $133,959 $396,631 $35,750
922863083 3/2/44 $72,085 $230,667
655824752 3/1/44 $83,090 $202,465 $24,750
671889409 $69,683 $231,225
738568522 $50,431 $178,760
633963606 $154,165 $405,227
691509478 2/27/44 $60,091 $250,327
524947310 2/26/44 $81,769 $295,162
169908236 $238,891 $7,238
485786296 $100,308 $321,843
972116350 $105,178 $313,734
359938601 $162,585 $436,688
873076961 2/22/44 $164,775
706306036 2/19/44 $240,198 $600,591 $31,020
$31,640
830855632 $163,158 $431,809
2/16/44 $164,848 $1,657
574513469 $97,890 $325,876
818920602 2/13/44 $152,237
160670315 $174,355 $457,551 $4,284
736971720 2/12/44 $86,268 $274,362
43560967 $44,427 $214,963
559289747 $155,290
326037454 2/9/44 $256,253
745699242 2/1/44 $91,433 $273,791
873739798 $43,180 $160,177 $19,770 $4,559
$146,240
627655136 $51,314 $164,516
211551009 $136,339 $407,905
478695816 1/31/44 $35,916 $151,830 $46,761 $6,113
510278438 $8,684 $98,652
978376735 1/25/44 $147,545 $33,880 $6,822
653170655 1/22/44 $19,532
864505372 $55,532 $198,229 $7,903
998998702 $54,844 $220,205
$3,083 $64,682
291046635 1/14/44 $44,967 $205,531
174090414 1/11/44 $201,137 $4,664
56197084 $42,680 $205,108 $6,325
845789003 $91,610 $296,001 $7,409
848429245 1/9/44 $133,318 $398,344
851811867 $101,007
717075133 $127,755 $354,569
452488874 1/7/44 $41,841 $197,511
833478490 1/6/44 $244,905 $602,718 $31,490 $5,353
651411352 12/31/43 $41,882 $164,710
278169212 12/30/43 $9,619 $126,015
487946012 $42,516
476379522 12/29/43
856767927 1

2/28/43 $30,028
297552418 1

2/26/43 $41,341
630841772 12/25/43 $43,348 $235,847
27280122 1

2/24/43
54569584 1

2/23/43 $95,473
301548964 $12,729 $621 $1,611
73552947 12/21/43 $81,446 $26,960 $10,284
673320205 12/19/43 $83,076 $22,887
214962763 $37,930 $190,513
25773763 $7,447
520228658 1

2/16/43 $27,688 $7,369
789275794 12/12/43 $45,918 $226,111
226854820 12/11/43 $188,788 $481,769
834726301 $316,981
324561319 12/6/43
334919457 12/5/43 $45,954
12/3/43 $122,070 $335,023 $4,118
549987782 12/2/43 $34,466 $152,288
654016315 1

2/1/43 $189,373 $453,614 $34,770
496819716 1

1/30/43 $232,836
338235119 $409,592 $6,413 $1,850
$112,423 $286,788
471957412 $59,196 $178,362 $2,671
613496561 1

1/29/43 $67,569 $226,686
740607512 1

1/24/43 $131,277 $40,580
57072297 1

1/23/43 $111,559 $6,479
122302194 $32,227 $4,285
784168555
296440535 11/20/43 $68,204 $226,828
996435699 1

1/18/43 $129,145
1

1/17/43 $8,137 $111,717
327784944 11/16/43 $19,712
716196821
733505117 11/15/43 $99,186 $336,691
515715030 11/13/43 $55,380 $6,164 $4,530
660380025 11/9/43 $128,950 $360,515
993778721 $94,712 $271,338
195933426 1

1/6/43 $44,022 $8,818
957817015 1

1/4/43 $38,240 $190,675
150742638 10/29/43 $242,441
569910251 $56,111 $3,387 $7,042
887521778 10/28/43 $42,834 $146,455
289611036 $25,632 $8,498
655004637 10/20/43 $67,620 $245,585
491700780 10/18/43 $68,800 $233,047 $3,631
452060057 10/13/43 $192,566
160125365
$37,932
$13,614 $96,941
145283539 $80,719 $262,361 $9,598
778825542 10/11/43 $42,176
479714378 10/9/43 $231,004 $553,221 $7,092 $4,435
255718764 10/8/43 $67,745 $288,257 $5,691
386664474 10/7/43 $82,370 $274,135
929235234 10/2/43 $83,118
663636222 9/27/43 $109,521 $321,674
151359453 $140,201 $379,999
133704417 9/26/43 $104,468 $313,603
114964671 9/23/43 $138,173 $7,876
302594351 9/22/43 $118,666 $335,737
615749147 9/20/43 $65,291 $227,016
318742437 9/19/43 $134,166 $324,905
775571725 $112,420 $314,882 $45,420
132575584 9/18/43 $95,560 $306,725
630264509 9/15/43 $12,917 $2,790
64308498 9/14/43 $13,692 $134,847 $35,620
619943998 9/13/43 $199,336 $501,076 $41,280
878242363 9/7/43 $38,389 $173,079
102778835 9/5/43 $75,265 $212,010
596520948 9/2/43 $127,300 $37,380
801539934 $108,027
541177002 8/31/43 $160,200 $403,584
929719762 $571 $92,586
191027553 8/29/43 $67,783 $245,496 $58,851
518919215 $127,361 $405,729 $7,068
910481549 8/28/43 $93,802 $282,652
405866348 8/27/43 $88,858 $249,331 $38,223
689058670 8/25/43 $44,320 $166,535
491636059 $42,267 $164,891
119696548 $23,465 $173,980 $37,010
262921247 8/19/43 $36,635 $132,567 $24,822 $5,201
15637995 8/16/43 $18,261 $98,659
175790019 8/13/43 $21,637
197773530 $60,286 $213,596
307718148 8/10/43 $69,790 $198,028 $7,825
865298946 $63,891 $217,027
73630929 8/9/43 $29,401 $195,993
543388045 8/7/43 $79,293 $247,954 $35,280
521446300 7/27/43 $44,940 $196,891
993272296 7/26/43 $192,089 $471,701 $6,484
338776264 7/24/43 $315,504 $28,740
878036819 7/22/43
495494389 7/21/43 $134,448
687648424 7/19/43 $125,135 $361,933 $4,788
820723696 7/17/43 $24,266 $133,273
331783226 7/15/43 $352,609 $37,200
465668536 7/12/43 $25,891 $127,035 $35,012
889399765 7/11/43
48660867 $188,809 $484,306 $35,810
519697689 7/9/43 $40,506 $210,796
657017078 $4,167
471915181 7/8/43 $14,757 $149,528
577788426 7/7/43 $78,291 $11,445 $16,853
305897392 $43,369 $197,904 $32,050
459075283 7/5/43 $146,309 $426,818 $34,460
7/4/43 $38,338
326976641 7/2/43 $47,862
192827925 6/29/43 $54,286 $6,417
$6,216 $5,487
716374232 6/28/43 $126,700 $316,939
615089925 $18,237 $128,367
78446084 6/24/43 $210,353
777498837 6/23/43 $98,422
911091980 6/18/43 $1,336 $108,929
57895463 6/14/43 $125,795
976037221 6/12/43 $82,624 $323,568
597035878 6/9/43 $83,464 $316,391 $29,423
898257121 6/7/43 $44,259 $183,641
179793921 6/6/43 $14,227 $124,712
722567149 6/5/43 $35,735
30353120 6/1/43 $104,029 $296,366
5/29/43 $114,731 $340,476
5/24/43 $66,579
9864398 5/23/43 $47,847 $178,445
832576480 5/18/43 $72,381 $220,541 $28,780
317063721 5/15/43 $198,720 $522,898
446435534 5/12/43 $44,308 $977
873552637 5/11/43 $42,235 $145,837 $8,901
837237250 5/10/43 $154,530
930187847 5/9/43 $134,398
196544770
796343727 5/7/43 $122,772 $362,667 $3,752
132564987 $22,881 $174,663 $676
800591579
595696137 5/6/43 $133,296 $390,866
949463666 5/3/43 $100,226 $3,510
527188414 5/2/43 $119,361 $396,499
506835216 4/29/43 $45,762
691605714 4/28/43 $197,493 $8,018
390106458 4/27/43 $27,968 $156,795
32871024 $123,999 $332,786
796282922 4/22/43 $66,605 $246,140
486815695 4/21/43 $36,935 $195,331
523279492 $164,936
241800630 4/20/43 $92,380
425540577 4/19/43 $118,581
327540972 4/15/43
109360256 4/14/43 $176,849 $430,830
153473397 4/12/43 $227,823 $4,071
453323088 4/10/43 $48,414 $9,932
364483168 4/9/43
676650544 $52,044
728230622 4/6/43 $91,930 $49,641
$5,138
4/2/43 $69,098 $224,600
37267563 $119,201
$34,550
449363369 3/31/43 $103,058 $25,147
3/30/43 $93,072 $274,616
496368853 3/29/43 $59,188
401442272 3/27/43 $105,111 $324,250
663024015 3/26/43 $92,145
217592768 3/21/43 $17,546 $27,740
140960557 3/19/43 $4,799
220614099 $69,152 $250,572
144269185 3/18/43 $58,247 $190,172 $4,281
232977644 $61,964 $259,175 $34,480
311775704 3/16/43
550492307 $102,385 $254,408
3/15/43 $35,133 $216,843
957331189 3/11/43 $183,890 $2,505
523999067 3/9/43 $55,722 $243,285
712957573 3/3/43 $143,407
31285809 3/2/43 $47,562 $169,576 $9,894
506098199 $90,186 $278,241
317313846 $30,010 $155,394 $8,586
224630256 $140,205 $378,490
685050767 $98,830 $313,286
834666908 $95,259 $320,094
124071503 $84,186 $266,968
875290340 2/18/43
472757481 $178,807 $451,332 $33,140 $2,925
616164342 2/13/43 $97,775 $325,479
926800152 2/10/43 $50,384 $191,197
543055919 $210,660 $542,288 $57,037
14827139 2/7/43 $44,760 $164,852
995880115 $70,341 $248,361
$69,740
944513859 2/4/43 $91,558 $294,494
$57,750 $8,044
$112,246
732359471 1/31/43 $229,724 $42,580
$52,130 $176,831
33544630 $111,702
925415164 $59,675 $240,945 $28,790
$13,600
362799972 $63,141
708296698 $103,503 $279,903 $45,480
$40,950
130933470 1/25/43 $238,812
877615287 $59,152 $236,150
282293169 $19,657
65357926 $169,761 $443,175 $2,683
734601041 $136,526 $372,715
192744071 $62,483
747246484 $142,333 $360,296
39686622 1/11/43 $166,141
383985877 $222,379 $535,687 $29,340
667839266 $143,904 $328,673
470130625 12/27/42 $137,181 $392,070
12/22/42 $133,949 $360,770 $7,557
150331854 $220,881 $596,021 $50,180
250426516 12/21/42 $212,983 $29,940
12/19/42 $37,695 $191,351
$331,977 $2,313
177904348 1

2/18/42 $29,524 $198,107
425278942 12/12/42 $113,370
355027902 $82,964 $302,661
408998525 1

2/9/42 $184,068 $33,080
$27,560 $5,224
897103108 12/7/42 $33,193 $149,500 $5,089
424531982 12/6/42 $66,868 $204,146
530173152 12/5/42 $132,115 $373,191
999577084 1

2/2/42 $99,606
$29,783 $146,121
304736924 11/29/42 $63,535 $30,094
672745912 11/28/42 $41,301 $216,050
264168287 1

1/26/42 $106,343 $326,073
362726547 11/23/42 $53,594 $174,157
11/18/42 $9,763 $146,670 $3,294
11/15/42 $11,322
264989418 11/13/42 $472,122
739643429 1

1/11/42 $32,033 $167,795 $1,575 $5,834
609087237 1

1/10/42 $82,024 $8,694 $3,235
174940894 $4,204
804938542 11/9/42 $47,248 $27,690
$151,637 $1,839
346585575 $43,780 $197,162
726839340 11/3/42 $77,631
10/29/42 $202,278 $24,458
352709005 10/28/42 $173,426 $401,463
221734825 10/26/42 $188,059
396881068 10/23/42 $302,628
40523894 $249,251
50066521 10/17/42 $177,380 $422,429
858966351 10/16/42 $51,737 $167,419
221216698 10/15/42 $242,043
87950036 $129,402 $365,111 $12,714
371698337 10/11/42 $151,528 $29,378
48362707 10/10/42
693036830 10/9/42 $38,253 $208,139 $4,588 $2,007
904432751 10/7/42 $200,772 $465,304 $4,846
987311024 $60,599 $214,459
$27,280
220914247 10/6/42 $83,843
655682703 10/2/42 $144,876 $389,058
211777607 $188,505 $30,159
67567320 10/1/42 $93,401 $28,100 $7,314
848022328 9/30/42 $79,670 $242,651
419976473 9/27/42 $97,083
905977387 $25,429 $1,425
305504579 9/24/42 $34,116 $34,041
38101035 $101,497 $261,129 $2,898
775868563 $35,436 $187,051
7979604 9/23/42 $177,908 $467,833 $35,371
495268398 9/15/42 $53,329 $219,712 $1,798
862472750 9/13/42 $70,915 $218,477
351315908 9/10/42 $11,977 $130,295
397207019 9/9/42 $145,655
59878421 9/8/42 $106,140 $347,576 $7,058
355001707 9/6/42 $112,458 $1,662 $6,579
288561163 9/4/42 $77,686 $240,777
656286665 $75,143 $276,789
264990259 9/3/42 $18,775 $182,712 $9,080 $10,842 $3,965
492688219 $37,047 $161,286
691719511 9/2/42 $40,864 $169,993
431960650 8/31/42 $159,517 $456,583 $23,150
497564431 $61,754
768003971 8/29/42 $193,618 $474,628 $41,440
580352187 8/27/42 $78,467 $42,690 $3,891
403565575 $118,155 $839
8/25/42 $49,564 $195,914
179475206
160803643 8/24/42 $98,693 $309,069
412540642 8/23/42 $27,281 $198,619 $6,331
905763628 8/17/42
250843084 $61,412 $224,518
729074843 $3,305
452052599 8/10/42 $196,889 $484,353
$43,250 $9,784
595903589 8/6/42 $162,519
73710290 8/3/42 $99,985 $298,356 $6,739
8/1/42 $26,222 $165,896
$54,486
897890049 7/31/42 $101,399
7/27/42 $39,907 $214,055
454328757 7/26/42 $62,203 $2,194
609570914 7/25/42 $601 $109,016
637927739 7/23/42 $49,856 $221,500
336321707 7/19/42 $95,811
599703774 $110,330 $3,253
7/18/42 $71,518
976339643 7/15/42 $33,707
7/14/42 $144,342 $403,628
328168727 $106,465 $11,528
$31,550 $4,355
723052733 $51,343 $175,607 $6,062
518046357 7/13/42 $128,956
539484340 $114,890
940952343 7/11/42 $33,545 $178,637
542936949 7/8/42 $73,280 $243,431
874293167 7/5/42 $66,293 $242,648
900417448 $44,108 $3,609
$2,056 $4,904
699407099 7/4/42 $37,694 $175,270
704076886 7/2/42 $50,397
718173217 6/26/42 $186,610 $508,282
778740762 $63,010
6/24/42 $126,348 $368,289 $6,142
669374872
6/23/42 $62,411 $260,638 $30,789
105990644 $117,612 $16,916
$154,207 $408,267 $36,180
289235850 6/22/42
301985160 6/18/42 $148,443 $3,159
614476228 6/17/42 $157,191 $404,986
702618487 6/15/42 $161,208 $408,578
708052311 6/14/42 $65,968 $3,773
521665940 6/13/42 $28,617 $183,202 $8,579
695212192 6/5/42 $55,119 $232,678
438307004 $136,210 $407,853 $8,982
104317389 $135,361 $390,682
43102423 6/4/42 $113,403 $320,542 $10,457
918239888 6/3/42 $119,975 $339,052
845499665 6/2/42 $43,288 $207,205 $2,333 $12,072
359968884 5/31/42 $76,123 $265,089 $39,529
440484436 5/29/42 $92,106 $25,710
511073157 5/24/42 $89,127 $314,698 $2,272
854739264 5/23/42 $94,042 $233,414
147215888 5/22/42 $216,985
642188257 5/21/42 $81,022 $259,579 $31,280
554490000 $66,618
201896796 5/19/42 $106,584 $297,358
441009409 5/18/42 $18,306 $118,518
240336746 5/16/42 $272,326
584150715 $68,818 $253,974
$43,482
869157239 5/14/42 $36,360 $15,724 $6,139
5/12/42 $62,238
190155317 5/10/42 $261,901
5/9/42 $53,339
$20,635 $123,810
134188437 5/8/42 $128,441 $374,931 $6,713 $1,497
97167392 5/7/42 $162,818 $427,325 $36,350 $8,456 $2,106
657562860 5/5/42 $51,038 $2,358
449748170 5/3/42 $102,493 $284,774 $31,030
$67,997 $263,804
510001503 5/2/42 $10,231
417493849 4/28/42 $162,165 $437,750
$123,051 $377,108
341780638 4/24/42 $224,303
182991499 4/23/42 $38,767 $165,360
4/20/42 $119,961 $374,650
819029333 4/19/42 $57,298 $207,148
359736972 4/18/42 $81,767 $308,350 $19,352
$4,734
888150310 4/16/42 $50,443 $206,150
768282217 4/14/42 $43,956 $143,523
240114036 $28,629 $191,973
783986110 4/13/42 $134,899 $427,952
302751690 4/11/42 $92,674 $313,520 $3,148
918559086 4/4/42 $210,811
134738919 3/30/42 $104,257
796253098 3/24/42 $113,903 $322,692 $22,030
414426196 3/23/42 $53,227 $204,309 $34,950
329167641 3/22/42 $192,297 $488,216 $33,630 $10,074
98442262 3/21/42 $35,778 $170,435 $31,557
664012623 3/20/42 $222,894 $2,757
272931844 3/19/42 $98,323 $334,600
$119,068 $342,788 $78,874
354298037 3/18/42 $58,924 $209,735
901483470 $53,739 $220,862
$51,121 $177,371
449152013 3/17/42 $50,021
482826697 3/12/42 $121,505 $333,405
811501994 3/11/42 $82,198 $322,327
505780351 3/10/42 $113,038 $283,423
90818353 3/8/42
65790066 3/3/42 $78,592 $248,326 $9,462
2/28/42 $209,787 $41,030
449710558 2/26/42 $297,435 $611,328
2/24/42 $32,805 $153,560
40878256 2/23/42 $94,167
587062406 $114,830 $28,321
961893320 2/17/42 $70,532 $275,532
982263237 2/16/42 $97,059 $311,131 $2,365
2/13/42 $147,971 $376,318 $7,441
177733098 2/11/42 $106,922 $285,968 $4,169
530971788 2/10/42 $51,060
909436772 $134,837 $413,916
123839903 $40,122 $171,054 $9,171
263632369 $79,053 $3,795 $2,536
743756067
964484305 2/1/42 $258,080
768246932 1/27/42 $39,953 $166,747 $7,119
764367277 $130,831 $365,792
484653729 $70,400 $5,097
175709207 1/21/42 $89,632 $276,816
47771022 1/17/42 $8,254 $28,137
909156644 $1,907
319394056 $25,761 $149,672 $3,782
164145388 $27,145 $162,136
425911852 1/8/42 $77,032
549927672 12/31/41 $59,305 $214,635
950795483 12/30/41 $26,634 $167,976 $7,795 $8,362
312193105 12/29/41 $188,536 $489,403
23505650 12/26/41 $100,769
622421849 12/25/41 $255,481
619748463 1

2/24/41
412043739 1

2/23/41 $62,226 $4,438
647719405 12/21/41 $287,747
376805275 1

2/18/41 $100,985 $280,768 $22,710 $4,531
894830894 $72,611
606671545 1

2/16/41 $171,913 $468,103 $36,540
238477449 $51,633
256760194 1

2/1/41 $13,235 $135,560 $8,135 $2,422
652685017 11/29/41 $111,970 $342,129 $20,369
867274252 11/28/41 $14,989 $84,309
759568265 11/26/41 $94,890 $267,064
218053322 11/25/41 $41,645 $160,772
281496208 1

1/22/41
214040951 1

1/20/41 $8,336 $2,463
592729210 11/16/41 $65,923 $238,115 $29,800
950870120 11/11/41 $61,077 $205,595
22590634 11/6/41 $100,958 $306,198
100208113 11/4/41 $102,904 $30,460 $5,705 $39,104
389693575 11/3/41 $98,263 $296,689 $31,700 $38,683
678103336 11/2/41 $122,631 $364,677 $3,054
598624716 10/28/41 $125,791 $371,188 $1,781
596450666 10/27/41 $73,463 $229,325 $11,061 $3,872
371976627 10/24/41 $36,950 $215,692
237154978 10/19/41 $1,651
714146144 10/16/41 $89,240 $287,331
10/15/41 $115,067 $326,329
264151144 10/12/41 $2,459
531749900 10/7/41 $46,946 $247,003 $28,158
$41,712 $150,884
$1,351 $4,366
241169153 9/30/41 $206,805
942111568 $41,781 $195,766
402475362 9/29/41 $119,035 $385,521
825268721 $50,762 $4,909
65770926 9/27/41 $115,457
927532604 9/19/41 $27,917 $171,659
160815628 9/16/41 $71,529
714678734 9/13/41 $101,009 $322,161 $42,540 $3,977
$91,051 $329,168 $1,307
470253509 9/9/41 $37,991
167942571 9/7/41 $20,575 $187,632 $4,820
9/3/41 $42,485 $156,093
195811371 8/24/41 $51,870
329879708 8/18/41 $5,185
924126656 8/16/41 $39,707
8/15/41 $53,526 $196,828 $19,582
435399053 8/13/41 $3,626
476971222 8/11/41
422036865 8/10/41 $46,187 $201,756
866100928 8/8/41 $103,555 $322,978 $30,580
622727266 $12,931 $123,551
178642065 8/5/41 $235,986 $545,492 $30,900
527138960 8/3/41
$84,376 $279,277 $4,497 $2,478
838970447 7/29/41 $150,352 $421,665
22460980 7/24/41 $78,397 $28,706
$100,886
674303590 7/16/41 $131,658 $390,952
7/14/41 $72,840 $277,784 $27,830
367629901 7/11/41 $344,763
325594970 7/9/41 $195,415
624440117 7/8/41 $89,403 $274,333
233611730 7/7/41 $4,334 $3,229
$151,814 $420,602
7/5/41 $181,620 $500,309
435103104 6/28/41 $45,977
31330925 6/25/41 $42,607 $112,850
229386871 $44,949 $185,547
340184897 6/23/41 $10,353
6/22/41 $69,214 $225,537 $33,750 $6,016
259580283 6/18/41 $244,407
537833008 6/17/41 $220,178 $561,085 $4,323
700436600 6/12/41 $22,877
688054409 6/11/41 $3,256 $122,217
176116484 6/10/41 $180,158 $29,910 $9,677
824829885 6/4/41 $103,525 $8,956
207619261 $83,521 $275,791
445883468 6/2/41 $36,927
$38,435 $156,981
315443402 5/31/41 $8,191 $8,786 $2,719
186868643 5/27/41 $57,103 $592
5/22/41 $153,831
724661801 5/21/41 $229,625
437766066 5/12/41 $93,576
21443966 5/6/41 $182,598 $460,349 $25,560
62742723 5/5/41 $87,644 $290,988
142360940 4/21/41 $84,608 $250,392
372304122 $215,428 $555,878 $33,730
4/20/41 $157,054
706593960 4/12/41 $70,745 $237,422 $6,864
$7,483
864063343 4/1/41 $43,618 $179,025
547910569 3/31/41 $46,214 $241,259
3/30/41 $109,878 $298,537
414345397 3/29/41
109954375 3/28/41 $77,297
909479253 3/24/41 $123,288 $366,424 $50,111 $1,442
699346722 3/11/41 $229,207 $588,059 $11,827
145122399 3/10/41 $157,619 $397,530
746249238 3/4/41 $129,230 $337,720
424197869 3/1/41 $270,868
218098391 $52,953 $249,239
$34,136 $163,417
577705909 2/28/41 $141,386
952493302
965145602 $213,892 $507,584
910313436 $73,283 $251,025
$5,313
808736852 $51,318 $201,105
660450297 $71,101 $266,848
887875616 2/11/41 $49,128 $160,194
862826197 $116,948 $350,971
527670758 2/10/41 $86,647 $310,620
59670547 2/9/41 $30,360 $171,625
270187595 2/8/41 $111,793
336152797 2/7/41 $38,259 $195,213 $5,712
329918495 2/3/41 $101,448 $329,765
$69,194 $271,781
684620338 $57,517 $7,045
638458653 $65,131 $236,533 $6,334
741162525 1/21/41 $33,680 $183,800
180660768 $91,223
766433623 1/19/41 $108,047 $261,777 $52,490
117290004 1/17/41 $89,858 $272,665
368843479 $5,696
924719825 1/15/41 $60,958 $247,454 $8,073
766834856 1/9/41 $57,454
944174154 $69,879 $259,753 $3,120
51278489 1/8/41 $88,490
214927448 1/7/41 $77,886 $270,550 $42,010
943142506 $302,154
410548344 1/5/41 $61,265 $208,445
35738366 1

2/29/40 $56,858 $201,989 $64,182
689167783 12/28/40 $142,170 $381,407 $37,620
230948853 1

2/25/40 $69,282 $295,989 $1,142 $3,879
12/24/40
381092644 12/21/40 $178,147
35699337 12/19/40 $155,156
10083678 12/15/40 $37,528 $185,996 $41,833
289346694 12/12/40 $5,141
695909150 12/11/40 $71,509 $214,596
589338538 12/10/40 $66,762
704293126 12/9/40 $327,538
366128758 1

2/7/40 $146,202 $473,366
317743899 12/6/40 $90,672
670267876 1

2/3/40 $36,626 $4,629
175173493 12/2/40 $56,383 $248,930
640251296 11/23/40 $7,452 $9,231 $2,011
272574318 11/21/40 $131,560 $19,597
11/20/40 $3,272
484098012 11/17/40 $119,382
624637727 $20,473
349489914 11/15/40 $268,617
736936242 11/13/40 $243,854
11000229 11/10/40 $43,118 $173,745
33481658 1

1/4/40 $61,833 $220,235
624491152 10/30/40 $108,403 $333,990
159571183 $80,217 $275,635 $8,938
10/29/40 $401,237
337891312 10/26/40 $126,093
215097189 10/25/40 $208,072 $2,052
463809499 10/21/40 $83,208 $271,242
198843358 10/14/40 $109,210 $324,059 $4,815
650019033 $38,141 $9,575 $5,501
921144346 $44,966
424427930 10/13/40 $65,456 $20,509
271255516 10/9/40 $32,974 $166,796 $6,063
198556352 10/6/40 $52,356
625616315 9/26/40 $79,178 $290,382
77314886 $339,950
236046450 9/18/40 $63,969 $187,263 $5,275
443560829 9/9/40 $150,444 $372,496
346268781 9/1/40 $55,693 $7,089 $23,139
742278011 8/31/40 $198,042 $474,444
67308875 8/29/40 $176,811
8/16/40 $116,783
387990716 $2,238
103544547 8/14/40 $119,537 $360,697 $48,380
451766449 8/11/40 $71,690 $228,322
82554930 8/3/40 $155,410 $422,815 $33,330
725081018 7/30/40 $84,401 $291,524
322553627 7/24/40 $45,191
293384543 7/23/40 $119,473
893178600 7/22/40 $35,192 $165,343
255651046 7/19/40 $25,323 $154,839
79468033 7/11/40 $50,245
374448919 7/7/40 $131,919 $328,571 $9,343
978136316 6/26/40 $19,661 $145,506
810017911 6/22/40 $27,823 $161,744 $2,727
302807788 6/21/40 $81,254
6/18/40 $71,226 $252,722 $9,287
723729141 6/17/40 $67,486 $271,840
6/2/40 $23,892
281126580 5/26/40 $43,378 $201,957
524401501 5/25/40 $51,425 $189,235
702922859 5/23/40 $94,973 $319,369
5/21/40 $121,656
5/9/40 $71,197 $3,794
974311680 5/5/40 $147,599
853116074 5/4/40 $82,231 $270,288 $2,978
538542741 5/3/40 $39,763 $190,272
114586827 5/2/40 $55,165 $225,948
806349764 4/24/40 $75,714 $221,496
162166370 4/19/40 $87,460 $44,857
187813349 4/18/40 $79,380
468564989 4/17/40 $8,213
386218363 $107,938 $298,176
471037982 $320,127 $750,455 $57,970 $6,375
918636190 4/5/40 $299,574
919540733 4/1/40 $412,573 $7,095
282526845 3/30/40 $186,632 $483,645
946610389 3/27/40 $45,594 $9,015 $3,141
3/24/40 $150,956 $386,522
646753404 3/16/40 $158,960
390411714 3/15/40 $210,115 $512,934
118712896 3/11/40 $137,183 $374,393
828557184 3/2/40 $28,818 $153,289
983599846 $158,703
520453580 $40,878 $247,147 $16,470
330366234 2/23/40 $106,523 $708
573084462 2/22/40 $137,935 $380,971
131760996 2/16/40 $74,419 $263,080
603409480 $40,219 $226,113
36109311 $85,596 $276,908 $2,545
$8,209
122169806 1/31/40 $264,817
865629860 1/28/40 $12,359 $122,315
736501721 $81,111 $265,068
1/26/40 $68,526 $219,285 $5,714
481902891 1/19/40 $35,158 $162,722
574782195 1/14/40 $137,279 $349,652 $9,849
1/6/40 $330,596 $39,260
265902868 $127,235
351709769 $66,942 $303,427 $9,019
992666577 $30,430
714473703 1/2/40 $106,775
894707010 12/21/39 $145,884
360548947 12/18/39 $25,833
590320189 12/16/39 $98,537
611794581 12/15/39 $110,323 $327,486 $5,169
443183800 12/12/39 $113,739
285175982 12/9/39 $116,034
189682793 12/8/39 $46,087 $180,425 $31,406
689454505 1

2/7/39 $122,116 $329,256
$32,857 $34,470
12/3/39 $89,636 $256,374
324371208 1

2/2/39 $123,969 $347,418
643171611 1

1/28/39 $69,483 $255,868
734769566 11/27/39 $134,778 $404,248
878570406 11/25/39 $39,099 $154,311
405402235 11/15/39 $146,261 $23,800 $6,223
481362787 11/11/39 $8,287 $160,005
$15,900
338434340 1

1/9/39 $148,887 $1,012
329348554 1

1/6/39 $45,038 $242,566
481089051 11/3/39 $105,600 $305,449
$4,853
23033371 11/1/39 $32,603
988468713 10/31/39 $91,519 $251,790
10/15/39 $6,104
392785743 10/14/39 $52,146 $207,382
934286635 10/9/39 $76,899 $270,631 $45,574
339263186 $35,120
574446000 10/8/39 $71,840 $278,030 $5,035 $2,628
223988387 10/6/39 $7,378
718690115 10/4/39
654393966 10/1/39 $186,590 $501,867 $26,160
9/27/39 $58,463 $253,026
281271126 9/24/39 $125,809 $2,166
791767428 9/22/39 $13,684 $130,678
546436194 9/18/39 $57,389 $232,281
221361180 9/14/39 $3,103 $114,402 $25,947 $4,460
834249193 9/10/39 $16,919 $116,786
496473313 9/7/39 $69,211 $204,527 $26,690
564124540 9/6/39 $163,014 $421,250
690750485 8/29/39 $32,175
707481422 8/26/39
174226515 8/21/39 $20,139 $193,148
667691307 8/18/39 $32,607 $176,839
565184972 8/10/39 $112,980
895754286 8/3/39 $84,990 $9,244
362240875 7/27/39 $330,229
705578156 7/25/39 $6,795
802698675 7/22/39 $8,855 $123,071 $22,248
809622353 7/19/39 $38,395 $20,667
10078597 7/18/39 $102,339
45046599 $135,747 $3,306 $4,859
7/17/39 $51,457 $218,820
744193504 6/23/39 $36,730 $7,359
133687781 6/22/39 $100,328 $302,757
773091063 $144,202 $40,682
399750061 $87,355
291842440 6/16/39 $35,092 $1,828
720188280 6/15/39 $54,458 $229,652
51967687 $50,279 $253,143 $7,566
226909233 6/13/39 $141,088 $4,586
96219957 6/11/39 $242,090
663706408 6/10/39 $55,260 $187,662 $3,646
460636426 6/6/39 $38,391 $137,071 $3,318
976209328 6/1/39 $29,176 $167,334
196020482 5/28/39 $15,261 $130,773
5/23/39 $83,639 $268,714 $35,530
886732326 5/10/39 $77,658 $272,962 $840
5/3/39 $21,560 $3,437
818483184 5/1/39 $52,002 $242,854 $4,356
4/20/39 $79,245 $24,170
643840649 $22,796 $140,908 $9,818 $4,255
436659487 4/19/39 $4,103 $103,570
906159781 $63,192 $254,621
76316157 4/12/39 $86,874
192407030 4/11/39
378685088 4/7/39 $89,504 $239,965 $893
4/1/39 $28,634 $151,602
828313985 3/21/39 $54,710 $190,364
63581743 3/16/39 $67,349 $4,461
531912267 3/13/39 $78,936 $235,670 $5,147
798452933 3/9/39 $128,275 $3,918
752901598 3/1/39 $70,695 $260,977
203126113 2/28/39 $16,208
37074844 2/24/39 $125,893
2/17/39 $75,499 $258,131
104255852 2/11/39 $99,441
$60,432 $235,070
386276042 2/10/39 $17,461 $175,587 $5,317
487108914 $40,092 $188,729 $6,196
719279313 $82,171 $275,664
968751232 $75,523 $269,976
399351046 $35,390 $140,705
135238902 1/22/39 $151,225 $416,062
1/21/39 $290,875
712590962 $47,451
415150246 1/16/39 $105,173 $310,049 $4,634
467806649 1/10/39 $100,207 $320,199 $15,403
836945054 $65,624 $235,124 $6,833
118045457 1/7/39 $41,048
$62,049 $217,434 $1,151
788593342 1/4/39 $249,589 $559,258 $62,240
725494377 12/31/38 $18,681 $176,330
883839245 12/22/38 $114,615
171973012 $84,006 $295,624 $26,992
718072463 12/19/38 $89,511 $224,350
743930810 1

2/17/38 $104,827 $324,437
201327208 12/14/38 $37,940 $182,739
343314151 1

2/7/38 $44,830 $187,429 $6,456
925679757 12/5/38 $108,148
788779542 12/3/38 $78,026 $6,973
378070578 11/30/38
930884352 11/21/38 $64,076 $1,773
111841036 11/18/38
11/14/38 $58,566 $286,204
725248673 11/11/38 $41,801 $210,979 $8,377 $3,343
597270705 11/6/38 $119,013 $31,240
520053066 11/1/38 $51,428 $242,717
132538177 10/24/38 $9,902 $103,647 $3,048
159680310 10/20/38 $58,212 $226,638
420371060 10/19/38 $171,805 $1,793
665870167 10/15/38 $46,826 $178,836 $1,776
625091544 10/14/38 $137,023
249889271 10/10/38 $121,688 $378,194
446939622 $31,716 $155,029
111405767 10/7/38 $62,378 $181,874
869159171 10/3/38 $25,525 $158,142 $30,023 $1,299
72803473 $158,546 $390,219
506186833 9/25/38 $127,649 $351,274
107074178 9/24/38 $80,153 $272,445 $2,000
928986116 9/21/38 $85,554 $272,542
816340230 9/20/38 $115,440 $41,250 $5,650
496124894 9/17/38 $57,977 $222,551 $7,496
726501107 9/14/38 $108,990
9/10/38
199037688 9/5/38 $41,857 $169,015
945652698 9/3/38 $47,029 $148,560 $40,923
269224882
841868686 8/28/38 $249,997
512475124 8/27/38 $96,739 $1,993
576927212 8/14/38 $52,529 $183,779
834206334 8/13/38 $8,559
576374778 8/7/38 $103,293 $284,550 $42,520
947631958 7/30/38 $201,627 $42,770
302592534 7/29/38 $42,089 $181,406
35012164 7/24/38 $65,775 $199,244
905343894 7/20/38 $56,210 $1,340
697285724 7/18/38 $173,790
938320087 7/17/38
952659124 7/14/38 $47,534 $199,888
7/9/38 $52,894 $216,569 $8,057
626621181 7/3/38 $24,049
894245444 7/2/38 $145,194 $390,342
438727498 6/23/38 $62,063 $233,201 $4,641
6/19/38 $113,754 $354,907
951998589 6/17/38 $92,775 $294,708
214157071 5/23/38 $62,706 $196,195 $8,081 $9,945
51287529 5/10/38 $41,349 $215,205
748685732 5/1/38 $78,094 $229,815
4/29/38 $62,185 $22,951
575673144 $179,536 $481,375 $6,612
605606056 4/27/38 $53,354
291203527 4/23/38 $232,227
356622491 4/9/38 $46,161 $197,331 $25,313 $24,720
548582335 4/6/38 $79,528 $286,107
964427964 3/28/38 $102,203 $306,677
3/12/38 $34,446 $168,224
217656831 3/9/38 $203,920 $488,199
925682065 3/3/38 $36,611 $172,982
3/2/38 $31,543 $181,675 $5,155
545891845 2/25/38 $76,875 $6,587
204413317 $78,143
$44,470 $215,628
458269452 1/24/38 $43,251 $166,632
57342708 $198,141
283162482 $59,563 $233,352 $35,070
290705511 1/16/38 $48,734 $207,509
576491739 $75,912 $274,531
542281799 1/8/38 $227,562
99246000 12/21/37 $120,074
12/15/37 $103,017 $332,631 $36,370
715280827 1

2/14/37 $66,433 $249,869
20796030 12/1/37 $106,108
790475543 11/24/37 $19,222
298398909 11/18/37 $103,109 $344,523
803849526 11/9/37 $48,350 $241,411 $27,425
112544942 11/7/37 $181,434 $8,006
900387727 10/27/37 $89,562 $255,843
10/25/37 $16,897 $130,344 $7,629 $8,532
603529951 10/24/37
$3,804
847435455 10/16/37 $189,238 $43,960
904808608 $41,444 $198,919
10/15/37 $34,033 $4,821 $8,162
$7,843
378475410 10/14/37 $137,666
10/3/37 $174,140 $487,307 $3,331
348646112 9/26/37 $67,112 $238,759 $4,287
705687952 9/21/37 $69,909 $237,139
414142186 9/17/37 $40,656 $208,242 $42,342 $4,178
162673521 9/16/37 $70,230 $261,855 $26,640
364234204 9/1/37 $23,264 $205,740
779705246 8/25/37 $33,995
125992610 8/20/37 $33,713 $171,810 $41,913
$2,791
112585334 8/13/37 $59,807 $194,391 $41,794
159682229 8/12/37 $52,952
99626436 8/10/37 $37,018
244454444 8/7/37 $114,515
7/29/37 $157,022
318075197 7/20/37 $54,776 $237,217 $11,035
652896608 7/16/37 $2,861 $118,797
217015750 7/10/37 $75,381 $243,941
220274036 7/6/37 $23,288
32463104 6/26/37 $25,426 $6,706
163534580 $64,106 $242,833
148640155 6/20/37 $227,488
244270992 6/11/37 $85,081 $6,783
651883370 6/9/37 $215,950
751118615 $25,482 $170,408 $9,348
254109469 5/25/37 $11,668
389399946 5/21/37 $47,590 $179,494
78611832 5/20/37 $69,331 $276,064 $26,360
360694762 5/19/37 $144,823 $370,308
566729633 4/27/37 $155,164 $425,892
102861617 4/23/37 $53,698 $3,664
310453136 4/22/37 $30,322 $150,059 $6,561
50542167 4/16/37 $133,130 $342,825 $33,010
799546273 4/11/37 $71,961 $1,293
543962026 4/4/37
250821317 3/25/37 $94,344 $259,666
261183678 3/12/37 $66,739 $34,990 $4,736
572931886 3/10/37 $156,031 $439,165
694799672 2/24/37 $25,407 $151,032
386440451 2/17/37 $148,705 $385,125 $26,720
210355488 $74,430 $266,176
930143315 2/7/37 $43,775 $173,539
1/28/37 $35,296 $189,767 $4,764
$8,839
983644114 1/23/37 $43,410 $186,429 $10,086
1/22/37 $64,811 $291,079
1/8/37 $195,895
741500745 $29,453 $135,076
620091221 1/3/37 $262,589 $29,350
249934599 12/31/36 $43,210 $2,999
34434267 12/20/36 $185,459 $9,873
726398507 1

2/15/36 $68,063 $269,614 $34,151 $4,252
179968769 12/3/36 $107,734
304186279 11/22/36 $96,415 $290,329
165295532 11/11/36 $118,663 $317,637 $10,491
298271736 11/4/36 $121,398 $343,410
885737455 10/31/36 $26,921 $140,455 $30,288
840900362 $93,590 $3,088
192299372 10/29/36 $33,314
848872018 10/25/36 $46,814
707579394 10/18/36 $89,932
906801725 10/13/36 $32,824 $195,693
605068161 9/25/36 $121,824
429992959 9/16/36 $74,426
131435049 9/11/36 $29,128 $184,516 $32,440
707481140 8/25/36 $61,023 $224,449
295796026 8/15/36 $31,269 $201,461
$29,400
8/14/36 $47,276 $203,372
$5,721
588741868 8/13/36 $74,789 $32,614
237479021 7/30/36 $69,277
914959395 7/24/36 $86,078 $319,488
7/20/36 $38,111 $152,804 $8,633
879542807 7/18/36 $42,928 $203,946 $32,671
482259429 7/15/36 $111,129 $2,482
$6,181
202104189 7/5/36 $39,247 $183,403
799470114 6/30/36 $180,070
379401970 6/27/36 $52,739 $265,690
790442875 6/21/36 $87,516 $289,088 $720
119909309 6/15/36 $50,134 $162,253 $33,390
14617421 6/7/36 $73,121 $259,648 $4,314
373747887 6/5/36 $141,953 $377,925 $27,570 $4,291
$38,930
721194428 6/3/36 $70,931 $236,296
422000741 5/6/36 $157,720 $449,806
4/27/36 $60,719 $187,827
44554576 4/25/36
2688131 4/20/36 $51,046 $192,050 $14,357
523862134 3/29/36 $39,508 $192,734
155266401 3/24/36 $55,530 $227,405
263468984 3/17/36 $73,358 $229,797
462155535 3/11/36 $42,862
865856699 2/25/36 $32,901
699416315 2/22/36 $63,695 $2,895
459216288 2/17/36 $54,297 $231,033 $2,643
390293943 $65,962 $244,144
378873543 2/11/36 $52,613 $209,832 $7,649
1/9/36 $19,205 $150,574
124555835 1/7/36 $33,872 $160,972 $11,337
234471965 12/31/35 $52,064 $834
224632921 12/22/35 $44,866 $203,341
12/21/35 $18,213 $158,150
756912875 12/17/35 $42,209 $6,379 $19,668
358401959 12/12/35 $106,372 $344,365 $35,140 $3,679
746237747 11/12/35 $234,582
927875675 1

1/9/35 $83,033 $275,175 $23,620
738379426 1

1/6/35 $144,171 $38,528
990834385 10/24/35 $15,878 $130,367
197015157 10/17/35 $61,521 $248,878
462828318 9/25/35 $76,552 $229,237
902048251 9/10/35 $45,110 $178,514
790941488 9/8/35 $75,166 $248,599 $5,010
70983290 8/23/35 $40,188 $203,994 $10,942
374398386 8/16/35 $4,143 $128,325
535651754 8/3/35 $90,354 $280,325
352908590 7/27/35 $3,504
6/24/35 $65,398 $231,176 $9,658
920852190 6/17/35
158580440 6/15/35 $40,528 $208,306 $5,137 $3,602
818621338 5/14/35 $83,585 $252,164 $925
987659359 5/13/35 $186,390
624453887 5/8/35 $46,598 $180,231 $2,432
481260186 4/25/35 $116,518 $376,273
262555265 4/10/35 $56,744
313635996 4/9/35 $120,539 $366,173
937542593 3/28/35 $162,255 $444,157
754825259 3/6/35 $12,291 $119,621
504487073 2/20/35 $93,064 $271,134 $5,757
551370243 2/11/35 $96,238 $290,724
971834717 $185,586 $43,090
121997238 1/28/35 $23,432
179424588 1/26/35
188827017 $38,020
505563410 $31,738 $197,010 $5,085
947320793 12/25/34 $34,199 $174,149 $10,572
168607511 12/7/34 $36,628 $195,006
302993220 11/20/34 $70,171 $257,641
16186854 11/12/34 $231,739
$5,906
54333597 8/13/34 $107,287
181257257 8/2/34 $24,274 $211,649 $1,235
994904944 7/5/34 $29,603 $159,862 $5,088
971999697 6/29/34 $26,123 $5,766
9283031 6/15/34 $22,481 $127,617 $33,075
153093512 6/7/34 $187,397
342630609 5/23/34 $131,548 $379,682 $23,930
540004913 5/9/34 $68,304 $253,131
956859211 5/1/34 $179,255 $10,138
644968163 3/19/34 $94,474 $37,129 $1,758
405093473 3/18/34 $110,627
632654621 3/16/34 $60,349 $247,580
267262774 3/13/34 $52,074 $220,576
2/22/34 $98,581 $326,554 $9,126
2/11/34 $85,894 $302,832 $23,990
1/28/34 $21,038
1/25/34 $61,059 $229,924 $3,628
625939774 12/31/33 $64,980 $240,241 $5,914
650729244 12/16/33 $56,513 $189,268
686729960 12/4/33 $131,232 $374,391
999091324 11/5/33 $579,056 $30,530 $6,617
79366041 9/20/33 $182,270 $438,521
29304624 7/29/33 $249,286
962250631 7/28/33 $78,458 $267,837
459081867 $87,347
111885786 7/13/33 $45,876 $207,530 $28,353
218957407 7/7/33 $102,485 $345,449 $1,194
897555319 7/1/33 $20,443 $164,510
$47,667 $179,034
246238308 6/11/33 $88,979 $275,391
504176918 5/30/33 $72,781 $220,801
57959644 5/28/33 $23,569 $178,084
903944846 5/24/33 $61,473 $248,544
726694042 5/20/33 $148,288
922850321 5/15/33 $84,791 $5,918
654917316 5/12/33 $70,618 $263,650
749559800 5/7/33 $75,778 $231,320 $4,450
503049980 4/27/33 $78,187 $285,421 $3,834
78653569 4/22/33 $90,934 $271,721
621932597 4/18/33 $49,077 $191,144
288450206 3/30/33 $200,581
490562058 3/10/33 $74,260 $277,449 $15,530
665272382 3/5/33 $92,929 $290,836
232850723 2/18/33 $45,790 $213,595
2/11/33 $86,112 $278,597
813759954 1/21/33 $325,826
101302659 12/30/32 $83,827 $275,725 $43,590
263796214 12/20/32 $108,654 $328,868
330636561 11/29/32 $33,644 $186,626 $21,020
410936764 11/10/32 $97,259 $313,615 $1,451 $9,663
795936895 10/3/32 $208,565 $7,675
896849191 8/18/32 $55,289
655100096 7/26/32 $2,558
265513155 7/21/32 $268,256
7/13/32 $219,318 $8,641
676767970 6/7/32 $392,118 $24,940
541316894 5/20/32 $94,046
372087945 4/25/32 $56,946 $246,083
644129356 2/9/32 $45,368 $190,399 $2,464
$7,445
83414099 2/4/32
88043445 1/21/32 $53,714 $209,432 $2,049
830045858 1/13/32 $40,863
506477884 12/1/31 $30,182 $143,293 $5,391
570592690 10/28/31 $300,670
377082209 10/4/31 $172,804 $459,717 $4,590
746767911 8/6/31 $168,795
7/27/31 $45,033
874329821 7/4/31 $67,371 $248,630
616506994 6/20/31 $76,821 $32,363
80270941 2/6/31 $50,096 $247,477
918243145 11/27/30 $129,914
995983724 9/12/30 $249,026
678350409 8/17/30 $5,622 $181,254
441214013 6/12/30 $60,965 $231,014 $48,298
3/14/30 $16,122 $159,132

Description

ID

KIDSDRIV

BIRTH

YOJ

INCOME

HOME_VAL

MSTATUS

GENDER

EDUCATION

OCCUPATION

TRAVTIME

CAR_USE

BLUEBOOK

CAR_TYPE

OLDCLAIM

CLM_FREQ

CLM_AMT

CAR_AGE

URBANICITY

Id of customer
Total No of kids the car driver has
Date of birth
HOMEKIDS No of kids the driver has at home
Year in which the car owner applied for the car insurance policy
Income
PARENT1 If car owner has his parents
Value of the house owned
Marital status
Gender
Education level
Occupation level
Travel time taken taken in minutes(On an average)
Purpose of using the car
What is the worth of the car
Car type
Previous claim
How often claimed
Currentl Claimed amount
Age of car
Where the car is being driven primarily

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