“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.”
Please find below DVT Project instructions:
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:
Step 4:
Step 5:
Step 6:
Grading Criteria
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?
>Car_insurance_claim_Rawdata
EKIDS
8 8
/ /8 0 0 0
6
4 $0 1 3
0 / 2 8 Yes $0 z_F Private 0
2 2
5 0 /86
2 0 Yes $0 z_No z_F Private Sports Car , 5
1 13 Highly Urban/ Urban 4 0 0 9 4
No $0 z_No z_F Private Sports Car 1 1 Highly Urban/ Urban 14 0 2 0 $0 Yes $0 z_No z_F z_SUV $0 0 4
6 Highly Urban/ Urban 4 0
0 3 12 , 7
No Yes M z_High School Student 39 Private $0 0 , 0
1 Highly Urban/ Urban 02
0 /21/ 3 0 $0 Yes $0 z_No M Bachelors Student 5 $0 0 8 Highly Urban/ Urban 370 0 /83
3 11 No ,994
Yes M z_High School Clerical 51 Private Minivan $0 0 2
11 Highly Urban/ Urban 5 0 0 10 ,100
No ,926
z_No M z_High School 41 Commercial Van $0 0 7 Highly Urban/ Urban 91503
0 1 0 $0 Yes $0 z_No z_F Minivan $0 0 $0 7 Highly Urban/ Urban 0
Sports Car $0 0 $0 7 Highly Urban/ Urban 25 84
0 0 , 2
No z_No M Bachelors z_Blue Collar 24 Commercial Minivan $0 0 Highly Urban/ Urban 0
0 1 0 Yes z_No M Private Van 2 $0 4 z_Highly Rural/ Rural 55 4 0 0 6 No z_No M z_High School z_Blue Collar 50 Commercial 2 1 Highly Urban/ Urban 9
0 2 9 Yes $0 z_No M Minivan $0 0 $0 1 Highly Urban/ Urban 1268 2
0 2 14 No $0 Yes z_F z_High School Student 20 Private ,940
Sports Car 3 9 Highly Urban/ Urban 0 0 0 $0 No $0 Yes z_F z_High School Home Maker 52 Private 0
z_SUV 3 Highly Urban/ Urban 2 9 $6,284 Yes $0 z_No M Private Van 1 $0 5 Highly Urban/ Urban 0 0 5 No ,851
Yes z_F z_High School 49 Private z_SUV 3 5 Highly Urban/ Urban Sports Car $0 0 5 Highly Urban/ Urban 0 4 14 No Yes M z_High School Student 43 Private Minivan $0 0 $0 z_Highly Rural/ Rural 0 0 6 No $0 z_No z_F z_High School Clerical 26 Private Sports Car 2 1 Highly Urban/ Urban 04166
0 3 11 Yes $0 z_No z_F z_High School Student 28 Commercial z_SUV $0 0 10 Highly Urban/ Urban 0 1 8 Yes $0 z_No z_F Bachelors 53 Private 1 1 Highly Urban/ Urban 0 2 0 $0 No Yes z_F z_SUV 2 $0 1 z_Highly Rural/ Rural 0 2 0 $0 No $0 Yes z_F z_High School Student 33 Private Sports Car 3 $0 6 z_Highly Rural/ Rural 0 0 10 No $0 z_No z_F Bachelors Professional 64 Private z_SUV ,6 1 10 Highly Urban/ Urban 0 0 8 No z_No z_F z_High School Clerical 23 Private z_SUV $0 0 9 Highly Urban/ Urban 0 0 7 No ,715
z_No z_F z_High School z_Blue Collar 19 Commercial z_SUV 1 $0 9 Highly Urban/ Urban 0 2 13 No $0 Yes z_F Private $1,500 Sports Car $0 0 $0 4 z_Highly Rural/ Rural 0 2 6 No $0 Yes M Minivan $0 0 $0 1 z_Highly Rural/ Rural Panel Truck 1 $0 1 z_Highly Rural/ Rural 0 0 0 $0 No z_No M z_High School Student 55 Commercial Minivan 3 $0 1 z_Highly Rural/ Rural 0 4 0 $0 No Yes z_F z_High School Student 24 Commercial z_SUV 3 $0 z_Highly Rural/ Rural 0 1 9 No $0 Yes z_F z_High School Student Commercial z_SUV 3 7 z_Highly Rural/ Rural 0 1 8 ,483
Yes $0 z_No z_F z_High School Clerical 20 Private Sports Car 2 1 Highly Urban/ Urban 0 1 12 Yes $0 z_No M z_High School Student 44 Commercial Minivan 3 $0 8 z_Highly Rural/ Rural Pickup 2 $0 8 z_Highly Rural/ Rural 0 1 10 Yes z_No M Bachelors Professional 51 Commercial Pickup 1 $0 12 Highly Urban/ Urban 0 0 5 No $0 z_No z_F Bachelors Manager 67 Private Sports Car $0 0 1 Highly Urban/ Urban 0 1 0 $0 Yes $0 z_No z_F z_High School Student 14 Commercial Minivan 3 1 z_Highly Rural/ Rural 0 0 0 $0 No $0 z_No z_F z_High School Home Maker 63 Private z_SUV 2 1 Highly Urban/ Urban 0 2 10 No Yes z_F 34 Private Sports Car 1 $0 6 Highly Urban/ Urban 0 0 0 $0 No $0 z_No M 1 Highly Urban/ Urban 0 4 10 Yes $0 z_No M Bachelors Student 15 Commercial Minivan $0 0 $0 1 Highly Urban/ Urban 0 2 8 Yes $0 z_No z_F z_High School z_Blue Collar 33 Commercial Minivan $0 0 $0 8 Highly Urban/ Urban 0 2 13 Yes $0 z_No z_F z_SUV 1 8 Highly Urban/ Urban 0 1 7 No Yes z_F z_SUV 1 1 Highly Urban/ Urban 0 0 No z_No z_F Masters 23 Private Pickup 2 $0 20 Highly Urban/ Urban 0 2 0 $0 No $0 Yes z_F Home Maker 47 Private z_SUV 1 11 Highly Urban/ Urban 1 8 Yes $0 z_No z_F z_High School Clerical 21 Private z_SUV $0 0 1 Highly Urban/ Urban 0 2 10 No Yes z_F Masters 14 Private z_SUV $0 0 $0 5 Highly Urban/ Urban 0 3 10 Yes $0 z_No M z_High School Student 13 Commercial $9,360 Pickup $0 0 7 Highly Urban/ Urban 0 0 7 No $0 z_No z_F Bachelors z_Blue Collar 49 Commercial Sports Car 3 14 Highly Urban/ Urban 0 1 0 $0 Yes z_No z_F z_High School Home Maker 54 Private $1,500 z_SUV $0 0 1 Highly Urban/ Urban 0 3 11 Yes z_No M Pickup 1 1 Highly Urban/ Urban 0 1 10 Yes $0 z_No M Bachelors Clerical 68 Private Minivan 2 10 Highly Urban/ Urban 0 0 10 No $0 Yes M Bachelors Student 46 Commercial Minivan 2 1 Highly Urban/ Urban 0 3 10 Yes $0 z_No M z_High School Clerical 53 Private Pickup $0 0 1 Highly Urban/ Urban 0 1 9 Yes z_No M Minivan 2 $0 8 Highly Urban/ Urban 0 2 0 $0 No $0 Yes z_F 4 $0 5 z_Highly Rural/ Rural 0 0 9 No $0 z_No M PhD Manager 27 Private Minivan 3 $0 23 Highly Urban/ Urban 0 2 9 Yes $0 z_No M Bachelors Professional 44 Private Minivan 1 $0 9 Highly Urban/ Urban Minivan $0 0 $0 9 Highly Urban/ Urban 0 5 14 No ,363
Yes z_F Sports Car $0 0 1 Highly Urban/ Urban 0 5/16/76 4 9 No Yes z_F z_High School z_Blue Collar 14 Commercial Minivan 3 1 Highly Urban/ Urban 0 3 12 No Yes M Bachelors Clerical 49 Private Minivan $0 0 1 Highly Urban/ Urban 0 3 6 Yes $0 z_No z_F Masters 11 Private z_SUV 3 16 Highly Urban/ Urban 0 3 13 Yes $0 z_No M z_High School Clerical 36 Private Minivan $0 0 1 Highly Urban/ Urban 0 1 10 No Yes M Pickup $0 0 7 Highly Urban/ Urban 0 2 8 Yes z_No M Bachelors Manager 15 Private Minivan $0 0 13 Highly Urban/ Urban 0 1 12 Yes z_No z_F Masters 34 Private z_SUV $0 0 16 Highly Urban/ Urban 0 3 11 Yes $0 z_No M Bachelors Professional 54 Commercial Pickup $0 0 10 Highly Urban/ Urban 0 0 8 No Yes z_F z_High School Clerical 34 Private Sports Car 1 8 Highly Urban/ Urban 0 4 $0 Yes $0 z_No M z_High School Student 58 Commercial $3,900 Minivan $0 0 $0 6 z_Highly Rural/ Rural 0 8/2/75 0 8 No Yes M Bachelors Professional 22 Private Van $0 0 $0 8 Highly Urban/ Urban 0 0 10 No Yes z_F z_High School z_Blue Collar 5 Commercial Sports Car 2 1 Highly Urban/ Urban 0 1 7 Yes $0 z_No z_F Bachelors Clerical 38 Private z_SUV 1 9 Highly Urban/ Urban 0 3 15 No Yes z_F z_High School Clerical 38 Private $1,500 z_SUV 2 1 Highly Urban/ Urban 1 Highly Urban/ Urban 0 2 12 Yes $0 z_No z_F Bachelors Professional 13 Private z_SUV 3 Highly Urban/ Urban 0 2 0 Yes z_No M Bachelors Student 45 Commercial Minivan 1 $0 9 Highly Urban/ Urban 0 2 12 Yes $0 z_No M z_High School Student 32 Commercial Pickup 4 8 Highly Urban/ Urban 0 1 13 No Yes z_F Bachelors Clerical 34 Private z_SUV 1 $0 13 Highly Urban/ Urban 0 0 12 No ,594
Yes z_F Bachelors Clerical 19 Private Minivan $0 0 $0 7 Highly Urban/ Urban 0 1 10 No $0 Yes M z_High School Student 23 Commercial Panel Truck 1 5 Highly Urban/ Urban 0 3/30/75 1 10 No Yes z_F Bachelors Professional 66 Private Sports Car 2 0 Highly Urban/ Urban 0 4 13 Yes $0 z_No M z_High School z_Blue Collar 38 Commercial Pickup $0 0 6 Highly Urban/ Urban 3051
0 1 8 Yes $0 z_No M Bachelors Clerical 53 Private Minivan $0 0 6 Highly Urban/ Urban 0 0 9 No $0 z_No M Bachelors Professional 8 Private Pickup 3 5 Highly Urban/ Urban 0 4 12 Yes z_No z_F Sports Car 2 6 Highly Urban/ Urban 0 1 7 No Yes z_F Masters Manager 5 Private z_SUV 1 $0 16 Highly Urban/ Urban 0 2 10 Yes z_No z_F z_High School Student 37 Private Sports Car 1 7 z_Highly Rural/ Rural 0 1 10 Yes $0 z_No z_F z_High School z_Blue Collar 16 Commercial Pickup $0 0 1 Highly Urban/ Urban 0 3 Yes z_No M Masters 25 Private Minivan $0 0 14 Highly Urban/ Urban 0 1 9 Yes $0 z_No z_F z_High School Clerical 12 Private z_SUV 3 7 Highly Urban/ Urban 0 0 0 $0 No Yes M z_High School Student 37 Private Minivan 1 $0 1 z_Highly Rural/ Rural 0 1 8 Yes $0 z_No z_F Bachelors z_Blue Collar 41 Commercial z_SUV 2 10 Highly Urban/ Urban 0 2 0 $0 No $0 Yes z_F z_High School Student 21 Commercial $4,000 Sports Car 2 1 z_Highly Rural/ Rural 0 3 15 No Yes M Bachelors z_Blue Collar 19 Commercial Van 3 8 Highly Urban/ Urban 0 9/2/74 4 0 $0 No $0 Yes z_F Sports Car $0 0 1 Highly Urban/ Urban 0 3 0 $0 No $0 Yes z_F z_High School Student 27 Commercial z_SUV $0 0 1 Highly Urban/ Urban 0 0 12 No z_No M Bachelors Professional 25 Private Minivan 1 $0 9 Highly Urban/ Urban 0 4 11 Yes z_No z_F Masters Manager 5 Private z_SUV 2 16 Highly Urban/ Urban 0 2 12 Yes ,776
z_No M z_High School Clerical 5 Commercial Pickup $0 0 9 Highly Urban/ Urban 0 3 12 Yes $0 z_No z_F z_High School Professional 5 Private Minivan $0 0 $0 12 Highly Urban/ Urban 0 8 No Yes M Bachelors Professional 26 Private Minivan $0 0 $0 10 Highly Urban/ Urban 0 1 11 Yes $0 z_No M Bachelors Student 27 Commercial Pickup $0 0 5 Highly Urban/ Urban 0 0 8 No z_No M Bachelors Professional 18 Private Minivan 1 $0 Highly Urban/ Urban 0 1 12 Yes z_No z_F Bachelors z_Blue Collar 17 Commercial z_SUV 2 8 Highly Urban/ Urban 0 5 14 ,896
No ,977
Yes z_F Bachelors Clerical 30 Private z_SUV 2 7 Highly Urban/ Urban 0 3 13 No ,922
Yes z_F Bachelors Professional 61 Private z_SUV 1 $0 1 Highly Urban/ Urban 0 1 11 Yes $0 z_No M z_High School Clerical 47 Private Pickup 5
2 7 Highly Urban/ Urban 0 1 9 No Yes M Bachelors Professional 19 Commercial Panel Truck 2 12 Highly Urban/ Urban 0 1 12 Yes z_No z_F z_SUV $0 0 6 Highly Urban/ Urban 0 1 9 Yes z_No z_F z_High School z_Blue Collar 44 Commercial z_SUV 2 1 Highly Urban/ Urban 0 3 15 No Yes z_F z_High School z_Blue Collar 21 Commercial Pickup 2 9 Highly Urban/ Urban 0 1 10 Yes $0 z_No M Minivan 3 1 Highly Urban/ Urban Van $0 0 1 Highly Urban/ Urban 0 1 11 No ,842
Yes M PhD 42 Private Minivan 2 $0 20 Highly Urban/ Urban 0 1 9 No $0 Yes M Bachelors Student 46 Commercial Pickup 2 $0 15 z_Highly Rural/ Rural 0 3 11 No Yes z_F z_High School Clerical 29 Private Minivan 1 $0 Highly Urban/ Urban 0 4 0 $0 No Yes z_F z_SUV 2 5 Highly Urban/ Urban 0 1 12 Yes $0 z_No M z_High School Clerical 38 Commercial Panel Truck 2 9 Highly Urban/ Urban 0 2 12 Yes $0 z_No z_F z_High School Clerical 10 Private $4,000 Sports Car 2 8 Highly Urban/ Urban 0 2 11 Yes $0 z_No z_F Bachelors Clerical 17 Private Sports Car $0 0 1 Highly Urban/ Urban 0 2 14 No Yes M z_High School Clerical 55 Private Minivan 2 1 Highly Urban/ Urban 0 1 No $0 Yes z_F Bachelors Student 17 Private Minivan $0 0 $0 4 Highly Urban/ Urban 0 1 10 Yes z_No M z_High School z_Blue Collar 55 Commercial Minivan $6,188 1 1 Highly Urban/ Urban 0 1 0 $0 No $0 Yes z_F z_SUV 3 $0 7 Highly Urban/ Urban 0 3 13 No Yes z_F z_SUV 2 1 Highly Urban/ Urban 0 0 0 $0 No z_No z_F 0 2 12 Yes $0 z_No z_F z_High School Home Maker 46 Private $5,080 z_SUV $0 0 $0 1 z_Highly Rural/ Rural 0 1 0 $0 No $0 Yes z_F Bachelors Student 10 Commercial $4,100 Sports Car 3 6 Highly Urban/ Urban 0 1 11 No Yes M z_High School z_Blue Collar 30 Commercial Van $0 0 1 Highly Urban/ Urban 0 2 13 No $0 Yes z_F z_SUV 2 1 Highly Urban/ Urban 0 2 14 No $0 Yes z_F z_High School Student 5 Private z_SUV 2 6 Highly Urban/ Urban 0 3 0 $0 No Yes z_F Bachelors Home Maker 42 Private $4,100 z_SUV 2 8 Highly Urban/ Urban 0 0 9 No Yes z_F Bachelors z_Blue Collar 37 Commercial z_SUV $0 0 $0 1 z_Highly Rural/ Rural 0 6/27/73 1 12 No Yes z_F z_High School Clerical 48 Private Sports Car 1 $0 1 z_Highly Rural/ Rural 0 0 9 No $0 z_No z_F z_SUV $0 0 4 Highly Urban/ Urban z_SUV 2 4 Highly Urban/ Urban 0 4 No Yes z_F z_High School Home Maker 51 Private z_SUV $0 0 1 Highly Urban/ Urban 1 9 Yes $0 z_No z_F Bachelors Professional 44 Commercial z_SUV 2 7 Highly Urban/ Urban 3 15 No Yes z_F z_High School Manager 37 Private z_SUV 3 7 Highly Urban/ Urban 0 3 0 $0 Yes $0 z_No M z_High School Student 41 Commercial $4,100 Minivan $0 0 1 Highly Urban/ Urban 0 1 9 No Yes z_F z_High School Clerical 26 Private z_SUV $0 0 $0 12 z_Highly Rural/ Rural 0 1 5 No Yes z_F Bachelors Clerical 23 Private Sports Car 1 5 Highly Urban/ Urban 0 2 9 Yes $0 z_No z_F Bachelors z_Blue Collar 65 Commercial Pickup 2 $0 8 Highly Urban/ Urban 0 4 9 Yes z_No M z_High School z_Blue Collar 32 Commercial Minivan 1 9 Highly Urban/ Urban 0 3/25/73 1 11 Yes $0 z_No z_F z_High School z_Blue Collar 35 Commercial Minivan $0 0 1 Highly Urban/ Urban 0 0 6 No $0 z_No M z_High School z_Blue Collar 25 Commercial Van $0 0 $0 1 Highly Urban/ Urban 0 3/21/73 4 0 $0 No Yes M 2 8 Highly Urban/ Urban 0 1 9 No Yes z_F z_High School Manager 47 Private z_SUV 1 $0 5 Highly Urban/ Urban 0 2 0 $0 No Yes z_F z_High School Student 10 Commercial Pickup 4 1 Highly Urban/ Urban 0 1 0 $0 Yes $0 z_No z_F Bachelors Home Maker 65 Private Minivan $0 0 $0 7 z_Highly Rural/ Rural 0 0 8 No $0 z_No M Bachelors Professional 28 Commercial Van 1 8 Highly Urban/ Urban 0 4 12 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 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 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 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 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 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 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 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 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 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 1 No Yes M 1 8 Highly Urban/ Urban 0 1 8 Yes $0 z_No M 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 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 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 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 Minivan $0 0 $0 1 Highly Urban/ Urban 0 4 0 $0 Yes z_No z_F 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 3 1 Highly Urban/ Urban 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 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 1 9 No Yes z_F z_High School Home Maker 5 Private Sports Car 2 1 Highly Urban/ Urban Minivan 1 $0 1 Highly Urban/ Urban 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 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 2 $0 5 Highly Urban/ Urban 0 0 $0 No Yes M 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 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 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 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 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 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 2 13 Yes $0 z_No z_F Bachelors Professional 24 Private Pickup $0 0 $0 10 Highly Urban/ Urban 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 0 11 No z_No z_F z_SUV 1 1 Highly Urban/ Urban 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 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 No Yes M z_High School Clerical 36 Private $10,730 Minivan $0 0 $0 1 Highly Urban/ Urban 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 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 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 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 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 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 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 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 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 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 z_SUV $0 0 $0 6 z_Highly Rural/ Rural 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 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 2 $0 1 Highly Urban/ Urban 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 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 1 7 Highly Urban/ Urban 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 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 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 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 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 2 12 No Yes M Bachelors Professional 9 Commercial Pickup 1 $0 13 Highly Urban/ Urban 4 12 Yes $0 z_No M PhD 25 Private $21,760 Minivan 1 17 Highly Urban/ Urban 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 Panel Truck $0 0 $0 z_Highly Rural/ Rural 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 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 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 0 0 $0 No $0 Yes M Pickup 2 $0 1 Highly Urban/ Urban 0 2 11 Yes z_No M 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 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 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 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 Sports Car $0 0 $0 1 z_Highly Rural/ Rural 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 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 1 $0 5 Highly Urban/ Urban 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 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 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 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 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 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 2 0 $0 No $0 Yes M Minivan $4,211 2 6 Highly Urban/ Urban 0 4 14 No Yes M 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 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 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 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 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 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 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 No Yes z_F 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 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 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 Panel Truck 2 24 Highly Urban/ Urban 0 2 Yes z_No M 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 Pickup 1 $0 1 Highly Urban/ Urban 0 3 14 No $0 Yes M Panel Truck 4 $0 1 Highly Urban/ Urban Minivan $0 0 1 Highly Urban/ Urban 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 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 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 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 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 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 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 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 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 4 1 Highly Urban/ Urban 2 $3,770 8 Highly Urban/ Urban 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 z_No M z_High School z_Blue Collar 16 Commercial $8,010 Pickup $0 0 $0 1 z_Highly Rural/ Rural 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 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 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 3 1 Highly Urban/ Urban 0 0 11 No Yes M Minivan $0 0 5 Highly Urban/ Urban 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 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 1 11 Yes z_No z_F z_High School Clerical 39 Private z_SUV $0 0 $0 8 z_Highly Rural/ Rural 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 2 13 No Yes z_F z_SUV $0 0 $0 1 Highly Urban/ Urban 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 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 z_SUV 3 Highly Urban/ Urban 1 13 No Yes z_F Bachelors Clerical 46 Private $4,800 Sports Car $0 0 $0 8 z_Highly Rural/ Rural 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 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 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 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 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 $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 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 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 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 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 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 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 2 12 Yes z_No z_F z_High School z_Blue Collar 41 Commercial z_SUV 1 6 Highly Urban/ Urban 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 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 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 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 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 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 0 10 No z_No M z_High School z_Blue Collar 18 Commercial Panel Truck $0 0 11 Highly Urban/ Urban No Yes M 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 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 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 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 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 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 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 1 9 Yes $0 z_No M Panel Truck 2 $0 5 Highly Urban/ Urban 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 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 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 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 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 Minivan $0 0 $0 1 Highly Urban/ Urban 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 Pickup 1 $0 1 Highly Urban/ Urban 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 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 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 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 3 14 Highly Urban/ Urban 1 9/14/63 4 13 No Yes M 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 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 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 No Yes z_F 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 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 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 2 10 No Yes M 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 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 Pickup $0 0 Highly Urban/ Urban 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 1 13 Highly Urban/ Urban 0 0 13 No Yes M 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 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 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 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 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 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 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 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 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 1 Highly Urban/ Urban 0 2 14 No Yes M Masters Lawyer 29 Private Minivan $0 0 $0 9 Highly Urban/ Urban 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 Minivan $0 0 $0 Highly Urban/ Urban 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 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 Van 2 8 Highly Urban/ Urban 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 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 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 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 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 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 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 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 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 z_SUV 4 $0 12 Highly Urban/ Urban 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 0 3 No Yes M 0 1/11/63 0 11 No $0 z_No z_F 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 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 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 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 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 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 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 z_SUV 2 $3,327 1 Highly Urban/ Urban 0 0 11 No z_No z_F 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 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 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 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 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 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 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 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 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 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 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 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 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 No Yes z_F Bachelors Clerical 47 Private z_SUV $0 0 $0 7 Highly Urban/ Urban 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 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 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 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 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 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 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 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 7 Highly Urban/ Urban 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 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 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 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 z_SUV $0 0 10 Highly Urban/ Urban 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 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 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 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 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 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 4 1 Highly Urban/ Urban 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 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 4 5 Yes $0 z_No z_F 1 $0 1 z_Highly Rural/ Rural Yes $0 z_No z_F z_High School Clerical 47 Private Minivan $0 0 $0 1 Highly Urban/ Urban 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 2 4 No Yes M 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 1 Highly Urban/ Urban 0 4 19 No 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 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 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 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 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 Highly Urban/ Urban 0 3 12 Yes $0 z_No z_F 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 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 0 8 No Yes M z_High School z_Blue Collar 34 Commercial Pickup 3 $30 8 Highly Urban/ Urban 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 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 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 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 0 9/11/61 2 15 No Yes M
2
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
283591503 0 10/18/83 1 $0 Yes z_No z_F
$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
58
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
502111889 0
11/13/80
33
$17,300
$7,026
128827399
7/12/80
$3,871
$
76
Manager
$3,7
90
$5,194
$3,854
128827399 0 7/12/80 0 5 $3,871 No $76,851 Yes z_F z_High School Manager 49 Private
$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
281051787 0 7/7/78 2 6 $5,411 No $0 Yes M
$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
237008961 0 4/7/78 1 12 $360 Yes $0 z_No M z_High School Student 65 Commercial
$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
580228287 0
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
452323801 0 6/4/76 2 9 $68,687 Yes $0 z_No M Bachelors Professional 44 Private
$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
705372363 0 6/21/75 3 15 $13,003 No $104,742 Yes z_F z_High School Clerical 38 Private $3,900 z_SUV $0 0
$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
450197593 0
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
65426727 0 4/21/74 1 10 $35,714 Yes $0 z_No M
$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
595503380 0 6/14/73 0 9 $24,722 No $0 z_No z_F
$7,900
$1,320
$2,627
213712099
6/13/73
$2,226
$71,148
$1,720
$3,581
514109893 0
5/8/73
$73,655
$9,150
$7,303
$3,760
605614925 0
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
873746806 0 2/22/73 2 11 $21,443 No $116,421 Yes M
$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
163178776 0
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
543547880 0 10/7/72 3 $0 Yes $0 z_No z_F Bachelors Student 16 Commercial
$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
731368580 0 8/14/72 3 12
$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
70771420 0
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
557742413 0 4/27/72 1 13 $123,062 Yes $0 z_No M Masters 25 Private
$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
590272679 0 3/6/72 0 8 No $0 z_No z_F
$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
609195177 0
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
546336138 0
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
590277374 0
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
210265123 0 5/18/71 1 11 $30,877 No $114,482 Yes z_F
$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
391162020 0 4/15/71 2 10 $23,427 No $98,357 Yes z_F
$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
867935167 0
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
55524088 0
2/18/71
$20,852
$123,109
$6,390
$8,413
$4,704
55524088 0 2/18/71 1 9 $20,852 No $123,109 Yes z_F z_High School Home Maker 5 Private
$20,960
$20,581
55524088 0 2/18/71 1 $20,852 No $123,109 Yes z_F z_High School Home Maker 5 Private
$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
389054427 0
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
398144007 0 8/31/70 1 0 $0 Yes $0 z_No M z_High School Student 32 Private $4,400 Minivan
$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
353028480 0
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
868372619 0 7/20/70 3 10 $53,643 Yes $0 z_No z_F z_High School Clerical 54 Private
$10,080
$5,910
471846839
7/18/70
$109,719
$21,160
$6,091
737721751
7/12/70
$31,407
$22,210
737721751 0 7/12/70 1 7 $31,407 Yes $0 z_No z_F z_High School z_Blue Collar 42 Commercial
$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
602256369 0 6/12/70 2 14 $45,299 No $148,600 Yes z_F z_High School z_Blue Collar 11 Commercial
$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
674266132 0
5/1/70
$75,468
$13,140
874308442 0
4/28/70
$17,984
$13,680
$4,814
$980
19658794
4/27/70
$103,207
$26,670
724089967 0
4/13/70
$24,276
$6,830
$5,808
$4,138
154342859 0
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
867935167 0 3/8/70 3 13
$58,773
$192,117
106556153 0
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
118938894 0 2/12/70 1 0 $0 Yes $0 z_No z_F z_High School Student 40 Commercial
$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
30182732 0 1/7/70 1 14 $15,936 No Yes z_F
$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
866863943 0 12/17/69 4 10
$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
988703393 0
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
336934366 0 11/27/69 4 0 $0 No $0 Yes M z_High School Student 11 Commercial
$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
695640211 0 11/8/69 1 10
$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
386659377 0 11/2/69 2 $134,792 Yes $304,438 z_No z_F Bachelors z_Blue Collar 28 Commercial
$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
916609661 0 10/3/69 1 10 $17,455 Yes $140,978 z_No z_F
$12,490
842110768 0
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
472137014 0
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
621496694 0
9/1/69
$88,305
$278
$19,710
549564175
$61,790
$185,253
$10,680
$6,296
322211418 0
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
805262362 0
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
363126949 0 8/3/69 2 $26,226 No $165,178 Yes z_F z_High School Clerical 68 Private $4,120 Sports Car
$5,833
14819296
$74,725
$11,970
$5,891
424786843
8/2/69
$27,803
$7,280
$6,322
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
$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
504971762 0 2/17/69 3 15
$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
787877274 0 1/17/69 3 0 $0 Yes $0 z_No z_F
$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
951951164 0
1
2/4/68
$56,253
$142,627
$6,600
$2,986
405037020 0
1
2/3/68
$58,248
$9,533
$4,206
405037020 0 12/3/68 4 12 $58,248 Yes $0 z_No M PhD 25 Private
$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
855248699 0 10/18/68 0 7
$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
580354782 0 10/8/68 1 11 $64,365 No Yes M Masters Manager 23 Private
$22,790
116375554
10/6/68
$18,903
$93,797
$17,330
498874820
$53,633
$183,242
$9,960
$4,646
116375554 0 10/6/68 2 12 $18,903 No $93,797 Yes z_F
$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
737451303 0
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
463586488 0
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
330594203 0
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
143062921 0 4/26/68 1 12 $22,654 Yes $0 z_No z_F
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
860428575 0
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
9697388 0 3/15/68 2 13 $40,008 No $199,854 Yes M z_High School Clerical 47 Private $4,600 Pickup
$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
511966190 0 1/17/68 1 11 $58,391 No $187,063 Yes M z_High School z_Blue Collar 34 Commercial
$10,440
$2,018
$4,078
449429892
1/12/68
$33,470
$107,174
$4,850
$3,146
196199984 0
1/9/68
$101,321
$11,640
238170161
1/8/68
$48,317
$133,939
$26,686
$4,123
238170161 0 1/8/68 4 14 $48,317 No $133,939 Yes z_F z_High School Clerical 41 Private
$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
209189911 0 12/23/67 0 8 $190,945 No $462,430 z_No M Bachelors z_Blue Collar 45 Commercial
$23,690
866863943 0
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
816610762 0
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
718113120 0
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
295091190 0
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
170332960 0 7/31/67 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 28 Private
$15,300
747972279
7/30/67
$14,846
438145979
7/27/67
$11,990
$6,867
253401913
7/25/67
$75,512
$20,760
312709390 0
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
767844121 0
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
244035286 0 6/14/67 1 12 Yes $0 z_No M Masters 37 Private
$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
853147285 0
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
321756880 0
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
957845672 0 1/25/67 2 0 No $86,502 Yes z_F
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
756376204 0 12/29/66 3 14 No $128,776 Yes z_F
$6,890
$36,000
$3,429
250492527
12/27/66
$60,050
$212,562
$11,480
$17,493
$5,395
484814016 0
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
861034681 0
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
951951164 0
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
872231801 0
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
631023812 0
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
798630672 0 9/10/66 1 11
$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
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
$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
854714763 0 8/20/66 1 10 $70,565 No $241,472 Yes z_F Masters Lawyer 10 Private
$16,280
523359906
8/19/66
$46,780
$142,430
$9,480
$6,937
$9,623
499317554
$86,321
$227,138
$29,160
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
$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
346258674 0 7/25/66 1
$5,206
$151,478
$5,980
928944973
7/17/66
$120,322
$26,318
578508252
$40,071
$8,810
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
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
260262372 0
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
985708958 0
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
132609655 0
6/10/66
$40,990
$151,286
$4,729
607254373
$72,731
$286,643
$12,070
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
$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
146492809 0
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
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
$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
728579530 0 4/23/66 1 12 $23,514 No $105,036 Yes z_F z_High School Clerical 27 Private
$7,560
198867627
4/20/66
$53,021
$233,074
$26,370
$17,043
275306071 0 4/20/66 3 8
$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
695833713 0
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
603952631 0
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
860428575 0
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
205873423 0 3/24/66 3 12 $14,369 No $142,305 Yes z_F
$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
779492973 0 3/10/66 3 13 $34,200 Yes $0 z_No M z_High School Manager 14 Commercial
$6,610
$4,502
588766853
3/9/66
$6,607
$26,940
$11,963
588766853 0 3/9/66 3 14 $6,607 No $0 Yes M
$12,580
$2,421
588766853 0 3/9/66 3 14 $6,607 No $0 Yes M
$15,770
$677
377052151
3/4/66
$30,885
$142,220
$6,772
444658348
2/28/66
$54,480
$180,381
$10,250
$31,332
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
679555193 0 2/16/66 4 0 $0 Yes $0 z_No M z_High School Student 14 Commercial $12,470 Minivan
$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
95483524
1/31/66
$31,675
$159,621
$9,130
$32,882
$7,719
231652123
$40,518
$20,090
$29,738
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
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
635884525 0 1/19/66 2
$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
814038984 0 1/7/66 0 7
$66,604
$11,460
$3,351
561039232
$112,943
$307,155
$16,090
$6,868
826845293 0 1/5/66 2 11
$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
560240002 0
1
2/23/65
$9,530
$10,270
$1,108
493522906
$101,222
$24,710
$898
$4,249
325267397 0
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
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
$1,118
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
$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
93202709 0 11/7/65 2 8 Yes
$114,423
204460974 0
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
251910175 0 10/30/65 3 0 $0 No $74,744 Yes z_F Bachelors Home Maker 36 Private $4,900 z_SUV
$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
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
$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
956524459 0 9/26/65 2 9 $33,538 Yes $0 z_No M
$8,623
159609684
9/23/65
$27,434
$120,044
$13,610
$4,652
931221104 0
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
72110926 0
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
103293644 0
8/19/65
$45,384
$187,731
$9,810
591152490 0
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
339412793 0
8/4/65
$17,753
$113,850
$14,760
743964218 0
8/3/65
$127,167
351251758
8/2/65
$58,991
$162,309
$5,490
$1,423
$7,485
649002884 0
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
434062050 0
7/12/65
$37,806
$173,130
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
$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
897529156 0 6/15/65 0
$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
607254373 0 6/10/65 1 15
$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
756075815 0
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
883604551 0 5/20/65 3 14
$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
715325953 0
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
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
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
842349966 0
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
508339617 0
12/6/64
$55,353
$203,703
$14,090
$4,519
$1,559
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
$1,536
$6,961
867949022
1
2/2/64
$45,085
$157,612
$28,300
$8,990
246836587 0 12/2/64 2 10
$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
931672228 0 11/11/64 2 10 $71,827 No $193,298 Yes M z_High School z_Blue Collar 46 Commercial
$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
948206187 0 10/23/64 2 8
$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
478592104 0
10/6/64
$33,087
$92,673
$22,950
$4,363
847136592 0 10/6/64 0 10
$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
877214038 0 10/2/64 1 12
$117,579
$296,271
$14,080
356334131
9/29/64
$149,937
$404,842
$19,990
$1,325
356334131 0 9/29/64 0 $149,937 No $404,842 Yes z_F Bachelors Professional 36 Private
$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
931221104 0
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
798630672 0 9/10/64 0 0 $0 No
$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
792036483 0 8/27/64 1 12
$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
846741025 0
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
926900130 0
8/12/64
$13,865
$24,620
$52,507
765985821 0 8/12/64 1 10
$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
80817097 0
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
327103894 0
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
984847529 0 6/10/64 1 14 $22,500 No
$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
345824763 0 5/31/64 0 12 $101,956 No $284,104 Yes z_F Bachelors z_Blue Collar 45 Commercial
$28,160
21748822 0
5/30/64
$44,839
$195
$27,030
$5,068
258016112
5/29/64
$64,872
$187,354
$11,490
258016112 0 5/29/64 3 13 $64,872 No $187,354 Yes z_F
$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
947194799 0 5/20/64 0 12
$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
101731472 0 5/17/64 2 14 $29,250 No $159,239 Yes z_F z_High School z_Blue Collar 45 Commercial
$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
224701093 2
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
603952631 0
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
785942299 0 3/12/64 4 14
$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
721800576 0 2/2/64 0 7
$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
477927525 0 1/16/64 2 7
$25,273
$131,584
$6,740
120991168
1/15/64
$82,478
$273,153
$15,790
505487021
$105,367
$15,540
204838758 0
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
573751437 0
12/15/63
$64,890
$12,760
265250920
$1,886
$55,001
$12,690
$3,692
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
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
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
800805121
$20,717
$5,179
$3,200
944927413
11/26/63
$3,969
944927413 0 11/26/63 3 0 Yes $0 z_No M
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
745707863 0 10/30/63 0 12 $48,509 No Yes M PhD 49 Private
$9,950
779798830
10/28/63
$20,926
$122,046
$1,429
$6,086
779798830 1 10/28/63 2 14 $20,926 No $122,046 Yes M z_High School Clerical 23 Private
$9,000
$37,689
762552558 0 10/28/63 0 13 No
$150,426
$16,230
$6,654
321588388
10/27/63
$100,095
$17,520
956452578
$115,701
$6,297
956452578 0 10/27/63 2 12 $115,701 Yes $0 z_No M Bachelors Manager 37 Commercial
$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
378763891 0 10/17/63 3 11 $49,703 Yes $253,132 z_No M Masters 37 Private
$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
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
201299865
9/16/63
$17,663
$134,466
$20,020
167104722
9/14/63
$18,550
$725
$2,265
167104722 0 9/14/63 1 9 $72,167 Yes $0 z_No M Bachelors Professional 24 Commercial $8,720 Pickup
$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
537840281 0
8/28/63
$36,990
792036483 0 8/28/63 1 12
$19,217
$120,635
122495361
$89,112
$24,370
792036483 1 8/28/63 1 12 $19,217 No $120,635 Yes z_F
$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
713692930 0
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
685516044 0
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
294816298 2 8/3/63 2 12 $130,540 Yes $344,195 z_No z_F Bachelors z_Blue Collar 5 Commercial
$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
195844612 0 7/27/63 0 11 $158 No $0 Yes M z_High School Student 33 Commercial
$9,850
$23,642
195844612 0 7/27/63 0 $158 No $0 Yes M z_High School Student 33 Private $18,270 Minivan
$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
853266389 1 7/23/63 2 8 $88,236 Yes $0 z_No z_F Bachelors Professional 20 Private $13,920 z_SUV
$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
506795126 0 7/16/63 0 11 $37,869 No $160,542 Yes z_F Bachelors Clerical 13 Private
$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
228722434 0 7/7/63 3 19 $34,658 No $191,264 Yes z_F z_High School z_Blue Collar 25 Commercial
$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
747049542 0 6/22/63 2 10
$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
122184095 0 6/10/63 0 9 $79,801 No $0 z_No z_F z_High School z_Blue Collar 21 Commercial
$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
667355996 0 5/28/63 0 11
$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
12136446 1 5/25/63 3 11
$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
617024306 2 5/20/63 3 0 $0 No $0 Yes M z_High School Student 13 Commercial $5,100 Pickup $0 0
$3,317
97903138
5/19/63
$80,765
$191,252
$13,840
97903138 0 5/19/63 2 14 $80,765 No $191,252 Yes M Masters Lawyer 29 Private $17,630 Van
$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
782144396 1 5/4/63 2 10 $32,666 No Yes M z_High School Clerical 48 Private
$2,690
906017228 1
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
361438642 0 4/22/63 0 9 $111,961 No $0 z_No M Bachelors z_Blue Collar 33 Commercial $16,300 Van
$9,055
5268940
811028349 1 4/22/63 2 14 Yes $0 z_No M Masters 33 Commercial
$16,610
$7,354
$6,885
376021969 0
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
97502024 0 4/20/63 3 15 $7,585 No $75,925 Yes M
$6,271
176171795
$18,320
$8,143
$2,959
826891719 0
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
591312483 0
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
257833353 1
3/23/63
$103,076
$269,435
$4,035
82981141
257833353 0 3/23/63 1 5 $103,076 No $269,435 Yes z_F Bachelors Professional 32 Private
$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
230285211 0
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
699357023 2 3/4/63 4 11
$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
950231079 0 1/30/63 0 9 $102,382 No z_No z_F PhD Doctor 10 Private
$23,490
$4,768
706164750 0 1/30/63 0 9
$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
488230129 0
1/13/63
$17,884
$114,530
488230129 0 1/13/63 0 3 $17,884 No $114,530 Yes M
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
218583141 0 1/1/63 0 8
$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
321071750 0
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
568743363 0
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
510533127 2 10/27/62 2 9 $20,050 No $89,548 Yes M
$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
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
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
602672341 0 9/6/62 2 11 $36,073 No Yes M
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
878534648 0
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
377336272 0 8/21/62 0 12
$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
8572067
8/13/62
$32,397
$166,306
747165582
$111,152
$286,594
$15,410
470828141
$79,301
481800646
8/12/62
$80,900
$6,064
$2,188
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
351251758 0 8/3/62 3 13
$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
429672274 0 7/8/62 0 8 $95,502 No $0 z_No z_F Bachelors Professional 37 Private
$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
164734443 0 6/23/62 0 14
$61,517
$204,018
$17,240
752768207 0
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
803840924 1
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
929031390 1 5/25/62 1 $23,048 No $132,852 Yes z_F z_High School z_Blue Collar 13 Commercial
$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
55839290 0
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
320090672 0
3/23/62
$136,306
$8,939
662721687
$123,358
$325,560
791722844
$74,519
$15,220
964792515 1
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
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
$73,783
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
$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
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
$4,503
342815012
$62,894
$245,334
$23,120
$36,320
217535280 0 3/5/62 0 11
$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
676967525 0 2/22/62 1 0 $0 Yes $0 z_No z_F Bachelors Student 50 Private
$9,270
$4,580
299673154 0 2/22/62 0 11 No
$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
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
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
388050397 0 1/28/62 0 12
$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
939401184 1 1/20/62 2 13 Yes $0 z_No z_F z_High School z_Blue Collar 62 Commercial
$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
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
398891963
$53,840
$162,697
$2,577
238107035
1/7/62
$24,933
$112,656
$5,095
783473090 0
1/6/62
$9,664
$147,749
595639353
$16,238
$65,155
$1,498
93454550 0 1/6/62 1 0 No $0 Yes z_F z_High School Student 38 Private $5,000 Sports Car
$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
892208080 1 12/14/61 2 $107,961 No $333,680 Yes M Bachelors z_Blue Collar 44 Commercial
$24,850
151974498
12/10/61
$40,924
$203,314
$9,290
$539
130470336 2
1
2/8/61
$79,846
$3,903
517718215 2 12/8/61 3 12
$28,292
$14,600
130470336 0 12/8/61 4 5 $79,846 Yes $0 z_No z_F
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
643156689 0
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
695588460 0 11/17/61 4 19 $30,735 No $136,298 Yes z_F
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
669976904 0 11/10/61 0 12
$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
309200965 0 10/28/61 3 $10,653 Yes $0 z_No z_F
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
215898178 0
10/18/61
$62,177
$178,852
$7,300
$4,717
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
$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
490897115 0 10/6/61 0 10 $142,002 No $345,671 Yes M Bachelors Manager 33 Commercial
$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
800556705 1 9/26/61 2 11 $50,718 Yes $0 z_No z_F
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
258417857 0 9/11/61 0 12 No $125,191 Yes M
838040941
$15,413
$91,720