Project DVT on Tableau

  

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

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Please find below DVT Project instructions:

Please use the following  datasets- (Car Claim Insurance.xlsx)

Grading Criteria

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

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

Usability/Elimination of Visual Clutter (25%) 

Do ensure your story is interactive (Use of filters Parameters, Actions etc) and the overall view contains minimal clutter.

Appropriate selection of Colours, size, tool tips).

Appropriate chart / Table selection (25%) 

Your selection of charts needs to aid in cognition. 

Note: Please provide a 1-page executive summary in the doc.

Any assignment found copied/plagiarized with another person will not be accepted. 

Please ensure timely submission as a post-deadline assignment will not be accepted.

2

>Car_insurance_claim_Rawdata

EKIDS

1

0

/3/

7

0 0

3

00

6

4 $0 1

0

8

0

/

2 8

Yes $0

z_F

Private

0

2

2

5

4

0

/86

34 2 0 Yes $0 z_No z_F

Private

Sports Car

,2

1

13 Highly Urban/ Urban

9

0

34 0 9

4

No $0 z_No z_F $2,9

Sports Car

1

8

1 Highly Urban/ Urban

0

35 2 0 $0 Yes $0 z_No z_F

z_SUV $0 0

4

6 Highly Urban/ Urban

41

0

3 12

,

7

No Yes M z_High School Student

Private

0

$0 0

,6

1 Highly Urban/ Urban

515

0

/21/83

36 3 0 $0 Yes $0 z_No M Bachelors Student 5

$0 0

8 Highly Urban/ Urban

111

0

/83

36 3 11

9

No

,994

Yes M z_High School Clerical 51 Private

Minivan $0 0

2

11 Highly Urban/ Urban

499

28

0

36 0 10

,100

No

,926

z_No M z_High School

41 Commercial

0

Van $0 0

6

7 Highly Urban/ Urban

8

0

36 1 0 $0 Yes $0 z_No z_F

Minivan $0 0 $0 7 Highly Urban/ Urban

494

3

0 10/18/83 36 1 $0 Yes z_No z_F

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

0

0

No

z_No M Bachelors z_Blue Collar

Commercial

0

Minivan $0 0

Highly Urban/ Urban

7020

0

37 1 0 Yes z_No M

Van

2 $0 4 z_Highly Rural/ Rural

94

0

38 0 6

No

z_No M z_High School z_Blue Collar 50 Commercial

2

1 Highly Urban/ Urban

60666

0

38 2 9

Yes $0 z_No M

Minivan $0 0 $0 1 Highly Urban/ Urban

57

0

39 2 14

No $0 Yes z_F z_High School Student 20 Private

,940

Sports Car

3

9 Highly Urban/ Urban

0

39 0 0 $0 No $0 Yes z_F z_High School Home Maker 52 Private

z_SUV

3

Highly Urban/ Urban

8

0

39 2 9 $6,284 Yes $0 z_No M

Private

Van

1 $0 5 Highly Urban/ Urban

24

0

40 0 5

1

No

,851

Yes z_F z_High School

49 Private

z_SUV

3

5 Highly Urban/ Urban

792

0 7/12/80 40 0 5 $3,871 No $76,851 Yes z_F z_High School Manager 49 Private $3,790 Sports Car $0 0

5 Highly Urban/ Urban

0

40 4 14

No

Yes M z_High School Student 43 Private

0

Minivan $0 0 $0 z_Highly Rural/ Rural

0

40 0 6

No $0 z_No z_F z_High School Clerical 26 Private

Sports Car

2

1 Highly Urban/ Urban

0

40 3 11

Yes $0 z_No z_F z_High School Student 28 Commercial

z_SUV $0 0

10 Highly Urban/ Urban

0

40 1 8

Yes $0 z_No z_F Bachelors

53 Private

1

1 Highly Urban/ Urban

0

40 2 0 $0 No

Yes z_F $9,100

z_SUV

2 $0 1 z_Highly Rural/ Rural

0

40 2 0 $0 No $0 Yes z_F z_High School Student 33 Private

Sports Car

5

3 $0 6 z_Highly Rural/ Rural

0

41 0 10

No $0 z_No z_F Bachelors Professional 64 Private

z_SUV

,646

1

10 Highly Urban/ Urban

0

41 0 8

No

z_No z_F z_High School Clerical 23 Private

z_SUV $0 0

9 Highly Urban/ Urban

0

41 0 7

No

z_No z_F z_High School z_Blue Collar 19 Commercial

z_SUV

1 $0 9 Highly Urban/ Urban

0

42 2 13

No $0 Yes z_F 134

Private $1,500 Sports Car $0 0 $0 4 z_Highly Rural/ Rural

0

42 2 6

No $0 Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/7/78 42 2 6 $5,411 No $0 Yes M

Panel Truck

1 $0 1 z_Highly Rural/ Rural

0

42 0 0 $0 No

z_No M z_High School Student 55 Commercial

Minivan

3 $0 1 z_Highly Rural/ Rural

0

42 4 0 $0 No Yes z_F z_High School Student 24 Commercial

z_SUV

3 $0 z_Highly Rural/ Rural

0

42 1 9

No $0 Yes z_F z_High School Student 61 Commercial

z_SUV

3

7 z_Highly Rural/ Rural

0

42 1 8

,483

Yes $0 z_No z_F z_High School Clerical 20 Private

Sports Car

2

1 Highly Urban/ Urban

0

42 1 12

Yes $0 z_No M z_High School Student 44 Commercial

Minivan

3 $0 8 z_Highly Rural/ Rural

0 4/7/78 42 1 12 $360 Yes $0 z_No M z_High School Student 65 Commercial

Pickup

2 $0 8 z_Highly Rural/ Rural

0

42 1 10

Yes

z_No M Bachelors Professional 51 Commercial

Pickup

1 $0 12 Highly Urban/ Urban

0

42 0 5

No $0 z_No z_F Bachelors Manager 67 Private

Sports Car $0 0

1 Highly Urban/ Urban

0

42 1 0 $0 Yes $0 z_No z_F z_High School Student 14 Commercial

Minivan

3

1 z_Highly Rural/ Rural

0

42 0 0 $0 No $0 z_No z_F z_High School Home Maker

Private

z_SUV

2

1 Highly Urban/ Urban

0

42 2 10

No

Yes z_F

34 Private

Sports Car

1 $0 6 Highly Urban/ Urban

0

42 0 0 $0 No $0 z_No M

1 Highly Urban/ Urban

0

43 4 10

Yes $0 z_No M Bachelors Student 15 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

43 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

43 2 13

Yes $0 z_No z_F

z_SUV

1

8 Highly Urban/ Urban

790027

0

43 1 7

No

Yes z_F

z_SUV

1

1 Highly Urban/ Urban

0

43 0

No

z_No z_F Masters 23 Private

Pickup

2 $0 20 Highly Urban/ Urban

0

43 2 0 $0 No $0 Yes z_F

Home Maker 47 Private

z_SUV

1

11 Highly Urban/ Urban

0

43 1 8

Yes $0 z_No z_F z_High School Clerical 21 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

43 2 10

No

Yes z_F Masters 14 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

43 3 10

Yes $0 z_No M z_High School Student 13 Commercial $9,360 Pickup $0 0

7 Highly Urban/ Urban

0

43 0 7

No $0 z_No z_F Bachelors z_Blue Collar 49 Commercial

Sports Car

3

14 Highly Urban/ Urban

6374174

0

43 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

63735

0

43 3 11

Yes

z_No M

Pickup

1

1 Highly Urban/ Urban

0

43 1 10

Yes $0 z_No M Bachelors Clerical 68 Private

Minivan

2

10 Highly Urban/ Urban

0

43 0 10

No $0 Yes M Bachelors Student 46 Commercial

Minivan

2

1 Highly Urban/ Urban

0

43 3 10

Yes $0 z_No M z_High School Clerical 53 Private

Pickup $0 0

1 Highly Urban/ Urban

0

43 1 9 Yes

z_No M

Minivan

2 $0 8 Highly Urban/ Urban

0

43 2 0 $0 No $0 Yes z_F

4 $0 5 z_Highly Rural/ Rural

0

44 0 9

No $0 z_No M PhD Manager 27 Private

Minivan

3 $0 23 Highly Urban/ Urban

0

44 2 9

Yes $0 z_No M Bachelors Professional 44 Private

Minivan

1 $0 9 Highly Urban/ Urban

0 6/4/76 44 2 9 $68,687 Yes $0 z_No M Bachelors Professional 44 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

44 5 14

No

,363

Yes z_F

Sports Car $0 0

1 Highly Urban/ Urban

0 5/16/76 44 4 9

No

Yes z_F z_High School z_Blue Collar 14 Commercial

Minivan

3

1 Highly Urban/ Urban

0

44 3 12

No

Yes M Bachelors Clerical 49 Private

Minivan $0 0

1 Highly Urban/ Urban

0

44 3 6

Yes $0 z_No z_F Masters 11 Private

z_SUV

3

16 Highly Urban/ Urban

0

44 3 13

Yes $0 z_No M z_High School Clerical 36 Private

Minivan $0 0

1 Highly Urban/ Urban

0

44 1 10

No

Yes M

Pickup $0 0

7 Highly Urban/ Urban

0

44 2 8

Yes

z_No M Bachelors Manager 15 Private

Minivan $0 0

13 Highly Urban/ Urban

0

44 1 12

Yes

z_No z_F Masters 34 Private

z_SUV $0 0

16 Highly Urban/ Urban

0

44 3 11

Yes $0 z_No M Bachelors Professional 54 Commercial

Pickup $0 0

10 Highly Urban/ Urban

0

44 0 8

No

Yes z_F z_High School Clerical 34 Private

Sports Car

1

8 Highly Urban/ Urban

08801

0

45 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 45 0 8

No

Yes M Bachelors Professional 22 Private

Van $0 0 $0 8 Highly Urban/ Urban

0

45 0 10

No

Yes z_F z_High School z_Blue Collar 5 Commercial

Sports Car

2

1 Highly Urban/ Urban

0

45 1 7

Yes $0 z_No z_F Bachelors Clerical 38 Private

z_SUV

1

9 Highly Urban/ Urban

0

45 3 15

No

Yes z_F z_High School Clerical 38 Private $1,500 z_SUV

2

1 Highly Urban/ Urban

0 6/21/75 45 3 15 $13,003 No $104,742 Yes z_F z_High School Clerical 38 Private $3,900 z_SUV $0 0

1 Highly Urban/ Urban

0

45 2 12

Yes $0 z_No z_F Bachelors Professional 13 Private

z_SUV

3

Highly Urban/ Urban

0

45 2 0 Yes

z_No M Bachelors Student 45 Commercial

Minivan

1 $0 9 Highly Urban/ Urban

0

45 2 12

Yes $0 z_No M z_High School Student 32 Commercial

Pickup

4

8 Highly Urban/ Urban

0

45 1 13

No

Yes z_F Bachelors Clerical 34 Private

z_SUV

1 $0 13 Highly Urban/ Urban

0

45 0 12

No

,594

Yes z_F Bachelors Clerical 19 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

45 1 10

No $0 Yes M z_High School Student 23 Commercial

Panel Truck

1

5 Highly Urban/ Urban

0 3/30/75 45 1 10

No

Yes z_F Bachelors Professional 66 Private

Sports Car

2

0 Highly Urban/ Urban

0

45 4 13

Yes $0 z_No M z_High School z_Blue Collar 38 Commercial

Pickup $0 0

6 Highly Urban/ Urban

0

45 1 8

Yes $0 z_No M Bachelors Clerical 53 Private

Minivan $0 0

6 Highly Urban/ Urban

0

45 0 9

No $0 z_No M Bachelors Professional 8 Private

Pickup

3

5 Highly Urban/ Urban

0

45 4 12

Yes

z_No z_F $3,980

Sports Car

2

6 Highly Urban/ Urban

0

45 1 7

No

Yes z_F Masters Manager 5 Private

z_SUV

1 $0 16 Highly Urban/ Urban

0

45 2 10 Yes z_No z_F z_High School Student 37 Private

Sports Car

1

7 z_Highly Rural/ Rural

0

45 1 10

Yes $0 z_No z_F z_High School z_Blue Collar 16 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

45 3

Yes z_No M Masters 25 Private

Minivan $0 0

14 Highly Urban/ Urban

0

45 1 9 Yes $0 z_No z_F z_High School Clerical 12 Private

z_SUV

3

7 Highly Urban/ Urban

0

45 0 0 $0 No Yes M z_High School Student 37 Private

Minivan

1 $0 1 z_Highly Rural/ Rural

0

45 1 8

Yes $0 z_No z_F Bachelors z_Blue Collar 41 Commercial

z_SUV

2

10 Highly Urban/ Urban

0

45 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

45 3 15

No

Yes M Bachelors z_Blue Collar 19 Commercial

Van

3

8 Highly Urban/ Urban

0 9/2/74 45 4 0 $0 No $0 Yes z_F

Sports Car $0 0

1 Highly Urban/ Urban

0

45 3 0 $0 No $0 Yes z_F z_High School Student 27 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0

45 0 12

No

z_No M Bachelors Professional 25 Private

Minivan

1 $0 9 Highly Urban/ Urban

0

45 4 11

Yes

z_No z_F Masters Manager 5 Private

z_SUV

2

16 Highly Urban/ Urban

0

45 2 12

Yes

,776

z_No M z_High School Clerical 5 Commercial

Pickup $0 0

9 Highly Urban/ Urban

0

45 3 12

Yes $0 z_No z_F z_High School Professional 5 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

46 0 8

No

Yes M Bachelors Professional 26 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

46 1 11

Yes $0 z_No M Bachelors Student 27 Commercial

Pickup $0 0

5 Highly Urban/ Urban

0

46 0 8

No

z_No M Bachelors Professional 18 Private

Minivan

1 $0 Highly Urban/ Urban

0

46 1 12

Yes

z_No z_F Bachelors z_Blue Collar 17 Commercial

z_SUV

2

8 Highly Urban/ Urban

0

46 5 14

,896

No

,977

Yes z_F Bachelors Clerical 30 Private

z_SUV

2

7 Highly Urban/ Urban

0

46 3 13

No

,922

Yes z_F Bachelors Professional 61 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

46 1 11

Yes $0 z_No M z_High School Clerical 47 Private

Pickup

5

2

7 Highly Urban/ Urban

0

46 1 9

No

Yes M Bachelors Professional 19 Commercial

Panel Truck

2

12 Highly Urban/ Urban

0

46 1 12

Yes

z_No z_F

z_SUV $0 0

6 Highly Urban/ Urban

0

46 1 9

Yes z_No z_F z_High School z_Blue Collar 44 Commercial

z_SUV

2

1 Highly Urban/ Urban

0

46 3 15

No

Yes z_F z_High School z_Blue Collar 21 Commercial

Pickup

2

9 Highly Urban/ Urban

0

46 1 10

Yes $0 z_No M

Minivan

3

1 Highly Urban/ Urban

0 4/21/74 46 1 10 $35,714 Yes $0 z_No M

Van $0 0

1 Highly Urban/ Urban

0

46 1 11

No

,842

Yes M PhD 42 Private

Minivan

2 $0 20 Highly Urban/ Urban

0

46 1 9

No $0 Yes M Bachelors Student 46 Commercial

Pickup

2 $0 15 z_Highly Rural/ Rural

0

46 3 11

No

Yes z_F z_High School Clerical 29 Private

Minivan

1 $0 Highly Urban/ Urban

0

46 4 0 $0 No

Yes z_F

z_SUV

2

5 Highly Urban/ Urban

0

46 1 12

Yes $0 z_No M z_High School Clerical 38 Commercial

Panel Truck

2

9 Highly Urban/ Urban

0

46 2 12

Yes $0 z_No z_F z_High School Clerical 10 Private $4,000 Sports Car

2

8 Highly Urban/ Urban

0

46 2 11

Yes $0 z_No z_F Bachelors Clerical 17 Private

Sports Car $0 0

1 Highly Urban/ Urban

0

46 2 14

No

Yes M z_High School Clerical 55 Private

Minivan

2

1 Highly Urban/ Urban

0

46 1

No $0 Yes z_F Bachelors Student 17 Private

Minivan $0 0 $0 4 Highly Urban/ Urban

0

46 1 10

Yes

z_No M z_High School z_Blue Collar 55 Commercial

Minivan $6,188 1

1 Highly Urban/ Urban

0

46 1 0 $0 No $0 Yes z_F

z_SUV

3 $0 7 Highly Urban/ Urban

0

46 3 13

No

Yes z_F

z_SUV

2

1 Highly Urban/ Urban

0

46 0 0 $0 No

z_No z_F

0

46 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

46 1 0 $0 No $0 Yes z_F Bachelors Student 10 Commercial $4,100 Sports Car

3

6 Highly Urban/ Urban

0

47 1 11

No

Yes M z_High School z_Blue Collar 30 Commercial

Van $0 0

1 Highly Urban/ Urban

0

47 2 13

No $0 Yes z_F

z_SUV

2

1 Highly Urban/ Urban

0

47 2 14

No $0 Yes z_F z_High School Student 5 Private

z_SUV

2

6 Highly Urban/ Urban

0

47 3 0 $0 No

Yes z_F Bachelors Home Maker 42 Private $4,100 z_SUV

2

8 Highly Urban/ Urban

0

47 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 47 1 12

No

Yes z_F z_High School Clerical 48 Private

Sports Car

1 $0 1 z_Highly Rural/ Rural

0

47 0 9

No $0 z_No z_F

z_SUV $0 0

4 Highly Urban/ Urban

0 6/14/73 47 0 9 $24,722 No $0 z_No z_F

z_SUV

2

4 Highly Urban/ Urban

0

47 4

No

Yes z_F z_High School Home Maker 51 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

47 1 9

Yes $0 z_No z_F Bachelors Professional 44 Commercial

z_SUV

2

7 Highly Urban/ Urban

0

47 3 15

No

Yes z_F z_High School Manager 37 Private

z_SUV

3

7 Highly Urban/ Urban

0

47 3 0 $0 Yes $0 z_No M z_High School Student 41 Commercial $4,100 Minivan $0 0

1 Highly Urban/ Urban

0

47 1 9

No

Yes z_F z_High School Clerical 26 Private

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

47 1 5

No

Yes z_F Bachelors Clerical 23 Private

Sports Car

1

5 Highly Urban/ Urban

0

47 2 9

Yes $0 z_No z_F Bachelors z_Blue Collar 65 Commercial

Pickup

2 $0 8 Highly Urban/ Urban

0

47 4 9

Yes

z_No M z_High School z_Blue Collar 32 Commercial

Minivan

1

9 Highly Urban/ Urban

0 3/25/73 47 1 11

Yes $0 z_No z_F z_High School z_Blue Collar 35 Commercial

Minivan $0 0

1 Highly Urban/ Urban

0

47 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 47 4 0 $0 No Yes M $6,819

2

8 Highly Urban/ Urban

0

47 1 9

No

Yes z_F z_High School Manager 47 Private

z_SUV

1 $0 5 Highly Urban/ Urban

0

47 2 0 $0 No Yes z_F z_High School Student 10 Commercial

Pickup

4

1 Highly Urban/ Urban

0

47 1 0 $0 Yes $0 z_No z_F Bachelors Home Maker 65 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

47 0 8

No $0 z_No M Bachelors Professional 28 Commercial

Van

1

8 Highly Urban/ Urban

0

47 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 47 0 10

No

z_No z_F

Sports Car

2

6 Highly Urban/ Urban

0

47 1 13

Yes

z_No z_F Bachelors Manager 42 Private

Minivan

1 $0 10 Highly Urban/ Urban

0

47 2 11

No

Yes M

Panel Truck

1

1 z_Highly Rural/ Rural

0 2/22/73 47 2 11 $21,443 No $116,421 Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

47 2 11

Yes $0 z_No M Bachelors z_Blue Collar 37 Commercial

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

0

47 1 0 $0 No $0 Yes z_F

z_SUV $0 0

6 Highly Urban/ Urban

0

47 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 47 1 15

No

Yes M Masters 35 Private $4,100 Minivan

5

17 Highly Urban/ Urban

0

47 3 9

No

Yes M Bachelors z_Blue Collar 37 Commercial

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

0

47 1 7

No

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

Highly Urban/ Urban

0

47 1 12

Yes $0 z_No M

Minivan $0 0

1 Highly Urban/ Urban

0

47 3 8

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

3

10 Highly Urban/ Urban

0

47 3 13

Yes z_No z_F

Sports Car

3

1 Highly Urban/ Urban

0

47 2 12

Yes $0 z_No M z_High School Manager 41 Commercial

Pickup

4

1 Highly Urban/ Urban

0

47 3 11

No

Yes M z_High School Clerical 40 Private

Van

3

9 z_Highly Rural/ Rural

0

47 1

No

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

1

Highly Urban/ Urban

0

47 3 9

Yes $0 z_No z_F Bachelors Professional 24 Private

z_SUV

1

6 Highly Urban/ Urban

0

47 1 13

No

Yes M z_High School Clerical 20 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 10/7/72 47 3 $0 Yes $0 z_No z_F Bachelors Student 16 Commercial

z_SUV

1

8 Highly Urban/ Urban

0 10/7/72 47 3 $0 Yes $0 z_No z_F Bachelors Student 16 Commercial

Sports Car

3

8 Highly Urban/ Urban

0

47 1 11

Yes $0 z_No M Masters 33 Private

Minivan

2

16 Highly Urban/ Urban

0

47 2

No $0 Yes z_F z_High School Student 39 Private

Pickup

2 $0 8 Highly Urban/ Urban

0

47 1 9

Yes $0 z_No z_F

Sports Car

2

Highly Urban/ Urban

0

47 2 15

No

Yes M Bachelors Manager 26 Private

Van

2 $0 7 Highly Urban/ Urban

0

47 1 0 $0 No $0 Yes z_F

Sports Car

3 $0 4 Highly Urban/ Urban

0

47 1 10

No

Yes z_F Masters Professional 20 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

47 3 9

Yes z_No M z_High School z_Blue Collar 20 Commercial

Pickup

1

1 Highly Urban/ Urban

0

47 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

47 3

Yes $0 z_No M Bachelors z_Blue Collar 42 Commercial

Panel Truck $0 0

12 Highly Urban/ Urban

0

47 0 10

No $0 z_No z_F

z_SUV $0 0

1 Highly Urban/ Urban

0

47 3 11

No

Yes z_F z_High School Clerical 30 Private

z_SUV $0 0

1 Highly Urban/ Urban

0 8/14/72 47 3 12

Yes

z_No z_F z_High School Professional 5 Private

z_SUV

3

8 Highly Urban/ Urban

0

47 1 0 $0 No

Yes z_F Bachelors Home Maker 48 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

47 1 9

Yes $0 z_No z_F

z_SUV

4

1 Highly Urban/ Urban

0

47 4 13

No

Yes z_F z_High School z_Blue Collar 22 Private

z_SUV

2

1 Highly Urban/ Urban

0

48 3 15

No

Yes M Bachelors Clerical 24 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

48 0 12

No

z_No z_F

z_SUV

3 $3,790 6 Highly Urban/ Urban

0

48 3 0 $0 No $0 Yes z_F Bachelors Student 17 Commercial

Pickup $0 0

14 Highly Urban/ Urban

0

48 1 12

Yes $0 z_No z_F

z_SUV $0 0

7 Highly Urban/ Urban

0

48 1 13

No

Yes z_F

Pickup

3

1 Highly Urban/ Urban

0

48 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 48 0 13

No

Yes z_F Masters Professional 32 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0

48 2 14

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

0

48 3 15

No

Yes M

0

48 1 10

Yes $0 z_No z_F z_High School Clerical 33 Private

z_SUV $3,700 2

9 Highly Urban/ Urban

0

48 3 8

Yes $0 z_No z_F z_High School Clerical 10 Private

Sports Car $0 0

1 Highly Urban/ Urban

0

48 0 9

No $0 z_No z_F Bachelors z_Blue Collar 39 Commercial

Pickup

3 $0 13 Highly Urban/ Urban

0

48 1 14

No Yes z_F

z_SUV

2 $0 1 z_Highly Rural/ Rural

0

48 0 8

No

Yes z_F Masters Manager 12 Private

Pickup $0 0 $0 12 Highly Urban/ Urban

0

48 1 9

Yes

z_No M

Van $0 0

6 Highly Urban/ Urban

0

48 2 13

Yes $0 z_No z_F Bachelors Professional 36 Private

Minivan $0 0

9 Highly Urban/ Urban

0

48 0 9

No $0 z_No M

Minivan

4 $0 6 Highly Urban/ Urban

0

48 1 13

Yes $0 z_No M Masters 25 Commercial

Panel Truck

2

19 Highly Urban/ Urban

0 4/27/72 48 1 13 $123,062 Yes $0 z_No M Masters 25 Private

Minivan

3 $0 19 Highly Urban/ Urban

0

48 1 10

Yes $0 z_No z_F Bachelors z_Blue Collar 38 Commercial

Minivan $0 0 $0 Highly Urban/ Urban

0

48 3 8

No

Yes z_F

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

48 4 9

No

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

0

48 3 13

No

Yes z_F z_High School Clerical 5 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

48 3 9

Yes $0 z_No M z_High School z_Blue Collar 39 Commercial

Minivan

3

Highly Urban/ Urban

0

48 3 13

No

Yes M z_High School Clerical 41 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 3/7/72 48 2 10

No

Yes z_F $10,050

Minivan

3

1 Highly Urban/ Urban

0 3/7/72 48 3 11

Yes $0 z_No M

Van $0 0 $0 1 Highly Urban/ Urban

0

48 0 8 No $0 z_No z_F

Pickup

1

4 Highly Urban/ Urban

0 3/6/72 48 0 8 No $0 z_No z_F

Minivan

1 $0 4 Highly Urban/ Urban

0 2/27/72 48 0 6

No

z_No z_F Bachelors Home Maker 47 Private

Sports Car

2 $0 5 Highly Urban/ Urban

0

48 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 48 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

48 1 9

Yes

,000

z_No M z_High School Clerical 17 Private

Minivan

1 $0 1 Highly Urban/ Urban

0

48 2 8

Yes $0 z_No z_F

Sports Car

3

Highly Urban/ Urban

0

48 4 15

No

Yes z_F z_High School z_Blue Collar 58 Commercial

Minivan

2

7 Highly Urban/ Urban

0

48 1 10

Yes $0 z_No z_F Bachelors Student 28 Commercial

Sports Car

3

8 Highly Urban/ Urban

0

48 3 7

Yes $0 z_No z_F Bachelors Professional 32 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

48 4 13

No

Yes M Bachelors Professional 71 Commercial

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

0 1/17/72 48 3 12

Yes

z_No z_F

0

48 2 0 $0 No $0 Yes z_F

6 Highly Urban/ Urban

0

48 4 10

No

Yes z_F z_High School Clerical 18 Private

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

0

48 1 11

Yes $0 z_No M z_High School Clerical 28 Private

Minivan

3

10 z_Highly Rural/ Rural

0

48 3 9

Yes $0 z_No z_F

z_SUV $0 0

1 Highly Urban/ Urban

0

48 2 11

Yes

z_No M Bachelors z_Blue Collar 22 Commercial

Van $0 0

5 Highly Urban/ Urban

0

48 4 0 $0 No $0 Yes M z_High School Student 45 Commercial $4,400 Minivan $0 0

1 Highly Urban/ Urban

0

48 1 13

Yes $0 z_No M Bachelors Professional 18 Private

Minivan

3 $0 8 Highly Urban/ Urban

0

48 1 4

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

0

48 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 48 3 11

Yes

z_No z_F Bachelors z_Blue Collar 37 Commercial

z_SUV

2

8 Highly Urban/ Urban

0

48 3 9

Yes

z_No z_F Bachelors Professional 5 Private

Pickup $0 0 $0 4 Highly Urban/ Urban

0

48 3 0 $0 Yes $0 z_No z_F z_High School Student 39 Private

Sports Car $0 0

6 Highly Urban/ Urban

0

48 1 9

Yes $0 z_No M Bachelors Student 26 Commercial

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

0

48 3 14

Yes

z_No z_F z_High School Home Maker 50 Private

z_SUV

1

Highly Urban/ Urban

0

48 1

No

Yes M

1

8 Highly Urban/ Urban

0

48 1 8

Yes $0 z_No M $1,980

Minivan

3 $0 1 Highly Urban/ Urban

0

48 1 7

Yes $0 z_No M

Pickup

3

6 Highly Urban/ Urban

0

48 2

No

Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

48 4 7

No $0 Yes z_F

z_SUV

3 $0 3 Highly Urban/ Urban

0

48 1 0 $0 Yes

z_No M z_High School Student 42 Commercial

Pickup $0 0

10 Highly Urban/ Urban

0

48 1 7

No

Yes z_F z_High School z_Blue Collar 20 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0

48 2 15

No

Yes z_F z_High School z_Blue Collar 39 Commercial

z_SUV

1 $0 1 Highly Urban/ Urban

0

48 4 10

No $0 Yes M Bachelors Student 13 Commercial

Pickup

1

12 Highly Urban/ Urban

0

48 4 13

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

2 $0 1 Highly Urban/ Urban

0

48 1 11 No

Yes z_F z_High School Clerical 55 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

48 1 12 No

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

1 $0 4 Highly Urban/ Urban

0

49 1 11

No

Yes z_F Masters 52 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

49 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

49 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

49 3 15 No

Yes M

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

0

49 1 13

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

49 0 8

No

z_No M z_High School z_Blue Collar 43 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0

49 3 0 $0 Yes $0 z_No M Bachelors Student 33 Commercial

Minivan

1

12 Highly Urban/ Urban

0

49 1 12

No

Yes z_F Bachelors z_Blue Collar 46 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

49 2 11

No

Yes z_F $26,350

Pickup

2

5 Highly Urban/ Urban

0

49 1 0 $0 Yes $0 z_No M z_High School Student 14 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

49 4 16

No

Yes M Bachelors z_Blue Collar 30 Commercial

Minivan

2

8 Highly Urban/ Urban

0

49 2 0 No $0 Yes M z_High School Student 22 Private $4,300 Minivan $8,800 3 $0 6 Highly Urban/ Urban

0

49 3 0 $0 No $0 Yes z_F $3,202

2 $0 5 Highly Urban/ Urban

0

49 1 0 $0 Yes $0 z_No z_F z_High School Home Maker 27 Private

Sports Car

1

6 Highly Urban/ Urban

0

49 2 9

No

Yes z_F Masters 20 Private

Minivan

3 $0 18 Highly Urban/ Urban

0

49 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

49 1 11

No

Yes z_F

Sports Car

2 $0 1 Highly Urban/ Urban

0 5/18/71 49 1 11 $30,877 No $114,482 Yes z_F

Minivan $0 0 $0 1 Highly Urban/ Urban

0

49 4 0 $0 Yes

z_No z_F $3,490

6 Highly Urban/ Urban

0

49 1 10

Yes $0 z_No M

Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

49 1 12

No

Yes z_F z_High School Clerical 53 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

49 2 10

No

Yes z_F $17,308

3

1 Highly Urban/ Urban

0 4/15/71 49 2 10 $23,427 No $98,357 Yes z_F

Sports Car

4

1 Highly Urban/ Urban

0

49 1 14

No

Yes z_F Masters 50 Private

Sports Car

1

11 Highly Urban/ Urban

0 4/13/71 49 0 11 No $0 z_No z_F z_High School z_Blue Collar 38 Commercial

Minivan

1 $0 7 Highly Urban/ Urban

0

49 3 13

No

Yes M

Van $0 0

Highly Urban/ Urban

0 4/12/71 49 5 16

No

Yes z_F

Minivan

4 $0 3 Highly Urban/ Urban

0

49 0 9

No

z_No M Bachelors z_Blue Collar 75 Commercial

Pickup

2

8 Highly Urban/ Urban

0

49 3 11 No

Yes z_F Masters 59 Private

z_SUV

3 $0 8 Highly Urban/ Urban

0

49 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

49 1 5

No

Yes z_F Bachelors Professional 54 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 3/12/71 49 3

No

Yes M

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

49 3 13

No

Yes M

Panel Truck

2

7 Highly Urban/ Urban

0

49 4 0 $0 Yes $0 z_No M Bachelors Student 30 Commercial $4,300 Minivan

1

13 Highly Urban/ Urban

0

49 2 8

No

Yes z_F Bachelors z_Blue Collar 5 Commercial

z_SUV

2

10 Highly Urban/ Urban

0

49 2 11

Yes $0 z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

49 1 13

No

Yes z_F z_High School z_Blue Collar 29 Commercial

z_SUV

2

1 Highly Urban/ Urban

0

49 1 9

No

Yes z_F z_High School Home Maker 5 Private

Sports Car

2

1 Highly Urban/ Urban

0 2/18/71 49 1 9 $20,852 No $123,109 Yes z_F z_High School Home Maker 5 Private

Minivan

1 $0 1 Highly Urban/ Urban

0 2/18/71 49 1 $20,852 No $123,109 Yes z_F z_High School Home Maker 5 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

49 3 0 $0 No $0 Yes z_F z_High School Student 45 Private

z_SUV

1

6 Highly Urban/ Urban

0

49 2 12

No

Yes z_F Masters Manager 42 Private

Minivan

1

15 Highly Urban/ Urban

0

49 0 7

No $0 z_No z_F

z_SUV $0 0

Highly Urban/ Urban

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

2

10 Highly Urban/ Urban

0

49 1 12

No

Yes z_F Bachelors Home Maker 52 Private

Minivan

2 $0 10 Highly Urban/ Urban

0

49 0 9

No $0 Yes M z_High School Student 27 Private

Pickup

2

10 Highly Urban/ Urban

0

49 3 14 No

Yes M Bachelors Manager 56 Private $4,300 Minivan

2

5 Highly Urban/ Urban

0 1/11/71 49 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

49 2 11

Yes z_No M Bachelors Professional 18 Private

Van $0 0 $0 13 Highly Urban/ Urban

0

49 3 13

No

Yes M Bachelors z_Blue Collar 71 Commercial

Van $0 0 $0 z_Highly Rural/ Rural

0

49 1 11 No

Yes z_F Bachelors z_Blue Collar 34 Commercial

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

49 0 6

No

z_No M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

49 2 12

Yes

z_No M z_High School Manager 32 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

49 2

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

49 4 12

Yes

z_No M Masters 47 Private

Pickup $0 0

17 Highly Urban/ Urban

0

49 2 14

No

Yes z_F Masters 45 Private $11,100 z_SUV

2 $0 14 Highly Urban/ Urban

0

49 4 0 $0 No $0 Yes z_F Bachelors Student 38 Commercial $20,570 Pickup $0 0

9 Highly Urban/ Urban

0

49 1 12

No

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

2

7 Highly Urban/ Urban

0

49 4 16

No $0 Yes z_F

Minivan $0 0 $0 8 Highly Urban/ Urban

0

49 1 11

No

Yes z_F Bachelors z_Blue Collar 40 Commercial

z_SUV

3 $0 9 Highly Urban/ Urban

0

49 0 10

No $0 z_No M Bachelors Clerical 41 Private

Van

2

13 Highly Urban/ Urban

0

49 3 13

Yes $0 z_No z_F z_High School Student 9 Commercial

z_SUV

1

1 Highly Urban/ Urban

0

49 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 49 4 13

No

Yes z_F PhD 50 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

49 1 13

No

Yes M z_High School Clerical 33 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0 9/30/70 49 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

49 1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 16 Commercial

Minivan

1 $0 11 Highly Urban/ Urban

0

49 1 11

Yes $0 z_No z_F PhD 15 Private

Sports Car

2 $0 13 Highly Urban/ Urban

0

49 0 0 $0 No $0 Yes z_F $8,658

2 $0 5 Highly Urban/ Urban

0

49 0 $0 No

Yes M $24,718

2 $0 5 Highly Urban/ Urban

0 9/15/70 49 1 11

No

Yes z_F Bachelors Professional 19 Private $5,470 z_SUV

1 $0 9 Highly Urban/ Urban

0

49 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

49 3 10

No

Yes z_F z_High School z_Blue Collar 30 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

49 1 12

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

Pickup $0 0 $0 1 Highly Urban/ Urban

0 8/31/70 49 1 0 $0 Yes $0 z_No M z_High School Student 32 Private $4,400 Minivan

3 $0 7 Highly Urban/ Urban

0

49 1 13

No

Yes z_F z_High School Clerical 24 Private

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

0

49 0 8

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

8 Highly Urban/ Urban

0

49 2 11

Yes

z_No z_F z_High School z_Blue Collar 26 Commercial

Minivan

3 $0 1 Highly Urban/ Urban

0

50 1 11

No

Yes z_F Masters 32 Private $13,410 z_SUV

2 $0 9 Highly Urban/ Urban

0 7/30/70 50 2 14

No

,830

Yes M Bachelors z_Blue Collar 5 Commercial

Pickup

3 $0 8 Highly Urban/ Urban

0

50 0

No

Yes M Bachelors z_Blue Collar 29 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0

50 3 10

Yes $0 z_No z_F z_High School Clerical 54 Private

z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 7/20/70 50 3 10 $53,643 Yes $0 z_No z_F z_High School Clerical 54 Private

Sports Car

2 $0 11 z_Highly Rural/ Rural

0

50 2 12

Yes $0 z_No z_F Masters Manager 28 Private

z_SUV

3 $0 16 Highly Urban/ Urban

0

50 1 7

Yes $0 z_No z_F z_High School z_Blue Collar 42 Commercial

Minivan $0 0 $0 9 Highly Urban/ Urban

0 7/12/70 50 1 7 $31,407 Yes $0 z_No z_F z_High School z_Blue Collar 42 Commercial

z_SUV $0 0

9 Highly Urban/ Urban

0

50 3 16

No

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

0

50 0 7

No

Yes M z_High School Clerical 29 Private

Minivan

3 $0 1 Highly Urban/ Urban

0

50 1 9

Yes

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

3

13 Highly Urban/ Urban

0

50 0 12

No

Yes M PhD 28 Private

Pickup

3 $0 8 Highly Urban/ Urban

0 6/19/70 50 1 0 $0 No

Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

50 1

No

Yes z_F Masters Professional 30 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0

50 2 14

No

Yes z_F z_High School z_Blue Collar 11 Commercial

z_SUV $5,289 1

1 Highly Urban/ Urban

0 6/12/70 50 2 14 $45,299 No $148,600 Yes z_F z_High School z_Blue Collar 11 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 6/12/70 50 3 17

No

Yes z_F Bachelors Professional 30 Private

z_SUV

3 $0 13 Highly Urban/ Urban

0

50 0 10

No

Yes z_F Masters Manager 37 Private

z_SUV

3 $0 8 Highly Urban/ Urban

0

50 1 8

Yes

z_No z_F Bachelors Professional 20 Private

Pickup $0 0 $0 8 Highly Urban/ Urban

0

50 0 7

No $0 z_No z_F

z_SUV $0 0

8 Highly Urban/ Urban

0

50 4 14

Yes $0 z_No z_F

z_SUV

1 $0 1 Highly Urban/ Urban

0

50 0 9

No $0 z_No M Bachelors Manager 27 Private

Minivan

3 $0 11 Highly Urban/ Urban

0

50 2 15

No

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

0

50 1 12

No

Yes M Bachelors Professional 45 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

50 2 13

Yes $0 z_No z_F Bachelors Professional 24 Private

Pickup $0 0 $0 10 Highly Urban/ Urban

0

50 1 10

Yes $0 z_No M z_High School Clerical 35 Private

Minivan

3

1 Highly Urban/ Urban

0

50 4 0 $0 No

Yes z_F

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

0

50 0 11

No z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0

50 3 13 No

Yes M Bachelors z_Blue Collar 48 Private

Pickup $0 0

9 Highly Urban/ Urban

0

50 1 8

Yes $0 z_No z_F z_High School z_Blue Collar 25 Commercial

Sports Car

1

1 Highly Urban/ Urban

0

50 0 6

No $0 z_No M $9,890

Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

50 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

50 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

50 1

No

Yes z_F Bachelors Professional 53 Private

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

0

50 0 7

No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

50 1 13

Yes $0 z_No M Bachelors Clerical 31 Private

Pickup

2

10 Highly Urban/ Urban

0 3/8/70 50 3 13

No

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

0

50 0 8

No $0 z_No M Bachelors Professional 59 Commercial

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

0

50 3 8

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

3 $0 6 Highly Urban/ Urban

0

50 1 11

No

Yes z_F z_High School z_Blue Collar 48 Commercial

z_SUV

3 $6,027 9 Highly Urban/ Urban

0

50 4 0 $0 Yes $0 z_No z_F

z_SUV

1 $0 7 Highly Urban/ Urban

0

50 3 15

Yes

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

2

10 Highly Urban/ Urban

0

50 1 0 $0 Yes $0 z_No z_F z_High School Student 40 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0 2/12/70 50 1 0 $0 Yes $0 z_No z_F z_High School Student 40 Commercial

z_SUV

2

1 Highly Urban/ Urban

0

50 1 12

Yes $0 z_No M Masters Professional 39 Private

Van

2

12 Highly Urban/ Urban

0

50 0 0 $0 No

Yes M

Minivan

2 $0 1 Highly Urban/ Urban

0 2/2/70 50 3

Yes

z_No M

Pickup $0 0

1 Highly Urban/ Urban

0

50 2 14

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

3 $0 17 Highly Urban/ Urban

0

50 2 0 No

Yes z_F z_High School Home Maker 37 Private

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

50 2 12

Yes

z_No M $5,419

1

6 Highly Urban/ Urban

0

50 1 11

Yes $0 z_No M Bachelors Professional 16 Commercial

Panel Truck

1

Highly Urban/ Urban

0

50 1 14

No Yes z_F

Pickup

2 $0 1 Highly Urban/ Urban

0 1/7/70 50 1 14 $15,936 No Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

50 0 13

No z_No z_F PhD 5 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

50 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

50 1 12

Yes

z_No z_F Bachelors Home Maker 12 Private

z_SUV

2 $0 10 Highly Urban/ Urban

0

50 3

No

Yes z_F

0 12/17/69 50 4 10

No

Yes z_F Bachelors Clerical 45 Private

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

0 12/17/69 50 1 14

No

Yes M z_High School Professional 45 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

50 0 3

No $0 z_No z_F z_High School Home Maker 34 Private

Pickup

1 $0 Highly Urban/ Urban

0

50 1 3 $17,120 Yes

z_No M z_High School Clerical 20 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

50 2 12

No

Yes M z_High School Manager 20 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

50 3 11

No

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

0

50 2 12

No Yes M Bachelors Professional 50 Commercial

Pickup

1 $0 4 Highly Urban/ Urban

0

50 4 12

No

Yes z_F PhD Manager 39 Private

z_SUV

2 $0 13 Highly Urban/ Urban

0

50 1 10

Yes

z_No M z_High School Professional 15 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

50 2 13

No

Yes z_F z_High School Clerical 29 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0 11/27/69 50 4 0 $0 No $0 Yes M z_High School Student 11 Commercial

Minivan

3

8 Highly Urban/ Urban

0

50 2 12

Yes $0 z_No z_F Bachelors Manager 43 Private

Sports Car $0 0

13 Highly Urban/ Urban

0

50 3 13

Yes

z_No M $31,460

Panel Truck

2 $0 6 Highly Urban/ Urban

0

50 0 11

No

,964

z_No M z_High School Manager 24 Private

Minivan $0 0

1 Highly Urban/ Urban

0

50 1 12

Yes

z_No z_F

Sports Car

3 $0 7 Highly Urban/ Urban

0

50 4 9

No

Yes z_F Bachelors Clerical 24 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/8/69 50 1 10

No

Yes M z_High School z_Blue Collar 32 Commercial

Van $0 0

10 Highly Urban/ Urban

0 11/8/69 50 2 10

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

2

Highly Urban/ Urban

0

50 2 11

Yes

z_No z_F Bachelors z_Blue Collar 28 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0 11/2/69 50 2 $134,792 Yes $304,438 z_No z_F Bachelors z_Blue Collar 28 Commercial

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

50 1 13

No

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

0

50 1 0 $0 Yes

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

4

1 Highly Urban/ Urban

0

50 2 14 Yes $0 z_No M Masters 52 Commercial

Van

2

17 Highly Urban/ Urban

0

50 0 0 $0 No $0 z_No M z_High School Student 25 Commercial $4,500 Pickup

3

9 Highly Urban/ Urban

0

50 1 11

No

Yes M z_High School Clerical 32 Private

Pickup

1 $0 4 Highly Urban/ Urban

0 10/17/69 50 0 9

No $0 z_No z_F

Minivan

1

1 Highly Urban/ Urban

0

50 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

50 2 14

No

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

0

50 2 13

No

Yes z_F Masters Professional 39 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

50 1 10

Yes

z_No z_F

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 10/3/69 50 1 10 $17,455 Yes $140,978 z_No z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

50 1 13

No

Yes M z_High School Clerical 45 Private

Minivan $0 0

4 z_Highly Rural/ Rural

0

50 3 11

No

Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

50 4 16

No

Yes z_F z_High School z_Blue Collar 12 Commercial

Pickup

1 $0 7 Highly Urban/ Urban

0

50 1 11

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

0

50 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

50 1 10

Yes $0 z_No M

Van $0 0 $0 1 z_Highly Rural/ Rural

0

50 2 11

No

Yes z_F Masters Professional 21 Private

z_SUV $0 0 $0 16 Highly Urban/ Urban

0

50 2 12

No

Yes M Masters 7 Commercial

Van $0 0 $0 16 Highly Urban/ Urban

0

50 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 50 3 16

No

,436

Yes z_F

z_SUV

2 $0 Highly Urban/ Urban

0 9/8/69 50 1 10

Yes

z_No z_F z_High School Manager 36 Private

Minivan

2 $0 9 Highly Urban/ Urban

0

50 2 10

Yes $0 z_No M $1,739

2 $0 1 Highly Urban/ Urban

0

50 1 11

No

,236

Yes z_F Masters Professional 5 Private

z_SUV $0 0 $0 20 Highly Urban/ Urban

0 9/1/69 50 3 9

No

Yes z_F Bachelors Clerical 28 Private

z_SUV $0 0

14 Highly Urban/ Urban

0

50 1 12

No

Yes M

Pickup

1 $0 5 Highly Urban/ Urban

0

50 0 7

No

Yes M z_High School z_Blue Collar 13 Commercial

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

0

50 0 9

No $0 z_No z_F z_High School Clerical 54 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0

50 3 12

No

Yes z_F z_High School Home Maker 34 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

50 0 7

No $0 z_No M $7,228

1

7 Highly Urban/ Urban

0

50 4 0 $0 Yes z_No M Bachelors Student 32 Commercial $5,080 Pickup

1 $3,274 6 Highly Urban/ Urban

0

50 3 15

No $0 Yes z_F z_High School Student 38 Private

Sports Car

1

1 Highly Urban/ Urban

0

50 2 12

No

Yes z_F

z_SUV $0 0 $0 z_Highly Rural/ Rural

0 8/6/69 50 5 0 $0 No $0 Yes M z_High School Student 6 Commercial

Van

3

1 Highly Urban/ Urban

0

50 2

No

Yes z_F z_High School Clerical 68 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 8/3/69 50 2 $26,226 No $165,178 Yes z_F z_High School Clerical 68 Private $4,120 Sports Car

1 $0 1 z_Highly Rural/ Rural

0 8/3/69 50 0 10

No $0 z_No M Bachelors Manager 38 Private

Pickup

5 $0 10 Highly Urban/ Urban

0

50 0 10

No $0 z_No z_F z_High School Clerical 41 Private

Minivan

2 $0 8 Highly Urban/ Urban

0 8/2/69 50 0 10 $27,803 No $0 z_No z_F z_High School Clerical 41 Private $4,500 z_SUV

4

8 Highly Urban/ Urban

0

51 0 8

No

z_No z_F Masters Manager 31 Private

z_SUV

1 $0 14 Highly Urban/ Urban

0

51 0

No

z_No M z_High School z_Blue Collar 53 Commercial

Minivan

2 $0 7 Highly Urban/ Urban

0

51 1 10

Yes $0 z_No z_F

z_SUV $0 0 $0 z_Highly Rural/ Rural

0

51 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

51 0 12

No

Yes z_F Bachelors Clerical 18 Private

Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

51 1 0 $0 Yes $0 z_No M Bachelors Student 46 Commercial $4,500 Pickup $0 0

5 Highly Urban/ Urban

0

51 0 12

No

Yes M Bachelors Professional 27 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

51 0 13

No

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

14 Highly Urban/ Urban

0

51 1

No

Yes M Masters 22 Private

Minivan

1 $0 24 Highly Urban/ Urban

0

51 1 11

,170

No

Yes z_F Masters 39 Private

z_SUV

1 $0 16 Highly Urban/ Urban

0

51 1 9 No

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

0

51 1 11

No

Yes z_F

Sports Car $0 0

6 Highly Urban/ Urban

0

51 1 11

Yes $0 z_No z_F z_High School Home Maker 71 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

51 2 11

Yes $0 z_No z_F Bachelors Clerical 23 Private

z_SUV

1 $0 7 Highly Urban/ Urban

0

51 3 12

Yes $0 z_No M z_High School Clerical 56 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

51 0 8

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

0

51 1 9

Yes $0 z_No z_F Bachelors Clerical 28 Private

z_SUV

3 $0 1 z_Highly Rural/ Rural

0

51 1 0 $0 No $0 Yes M z_High School Student 21 Private $4,500 Pickup

1

7 Highly Urban/ Urban

0

51 1 12

No

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

0

51 0 9

No

Yes M z_High School z_Blue Collar 53 Private

Minivan $0 0

6 z_Highly Rural/ Rural

0

51 1 15

No

Yes z_F Bachelors z_Blue Collar 56 Commercial

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

0

51 3 14

No

Yes M

Pickup $0 0 $0 z_Highly Rural/ Rural

0

51 1 12

No

Yes M

Minivan

1 $0 7 Highly Urban/ Urban

0

51 0 13

No $0 Yes M Bachelors Student 44 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

51 4 14

No Yes z_F Bachelors Clerical 16 Private

z_SUV

1 $0 13 Highly Urban/ Urban

0

51 0 7

No

Yes z_F z_High School Professional 17 Private

Sports Car $0 0

1 Highly Urban/ Urban

0

51 4 11

Yes

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

1 $0 11 Highly Urban/ Urban

0

51 3 13

No

Yes z_F Bachelors Manager 58 Commercial

Minivan $0 0 $0 12 Highly Urban/ Urban

0

51 1 12

No

Yes M z_High School Clerical 49 Private

Pickup

2

10 Highly Urban/ Urban

0

51 0 11

No

z_No M Masters 54 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

51 2 13

No

Yes M Bachelors z_Blue Collar 33 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

51 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 51 2 11

Yes

z_No M Bachelors Professional 38 Private

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

0

51 2 12

Yes

z_No M z_High School Manager 37 Private

Van

1 $0 1 Highly Urban/ Urban

0

51 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 51 1 8

Yes $0 z_No z_F z_High School Home Maker 40 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

51 3 11

No

Yes M Masters 33 Commercial $4,500 Pickup

1

20 Highly Urban/ Urban

0

51 3 13

No

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

9 Highly Urban/ Urban

0

51 1 0 $0 Yes $0 z_No z_F

3 $0 6 Highly Urban/ Urban

0 3/10/69 51 1 10

No

Yes z_F z_High School z_Blue Collar 24 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0

51 2

Yes $0 z_No M

0

51 1 8

Yes

z_No M Bachelors Professional 33 Private

Pickup

2 $0 11 Highly Urban/ Urban

0 2/18/69 51 2 12

No

Yes z_F Masters 9 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

0 2/17/69 51 3 15

Yes $0 z_No M

Pickup

1 $0 1 Highly Urban/ Urban

0 2/17/69 51 2 9

No

Yes z_F

0

51 1

Yes

z_No z_F

Sports Car $0 0

1 Highly Urban/ Urban

0

51 3 13

No $0 Yes M z_High School Student 23 Commercial

Van

1 $0 Highly Urban/ Urban

0

51 3 14

Yes

z_No z_F Bachelors Clerical 99 Private

Sports Car

3 $0 10 z_Highly Rural/ Rural

0 2/7/69 51 0 11

No

z_No z_F Bachelors Professional 38 Private

Pickup

2 $0 1 Highly Urban/ Urban

0 1/30/69 51 4 13

No $0 Yes M z_High School Student 52 Commercial

Panel Truck

2 $0 9 Highly Urban/ Urban

0

51 4 0 $0 No

Yes z_F z_High School Home Maker 40 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

51 1 7

Yes

z_No M

3

1 Highly Urban/ Urban

0 1/20/69 51 2 0 $0 No

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

8 Highly Urban/ Urban

0 1/17/69 51 3 0 $0 Yes $0 z_No z_F

z_SUV $0 0

1 z_Highly Rural/ Rural

0 1/14/69 51 2 7 No $0 Yes z_F

0

51 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 51 2 8

Yes z_No M z_High School Clerical 53 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

51 2 11

No

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

3

1 Highly Urban/ Urban

0 12/24/68 51 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 51 1 12 Yes $0 z_No M Masters Manager 40 Private $19,340 Van

3 $0 19 Highly Urban/ Urban

0 12/24/68 51 2 12 No

Yes M

Minivan

2

1 Highly Urban/ Urban

0

51 0 11

No $0 z_No M z_High School Manager 43 Private

Minivan

1 $0 7 Highly Urban/ Urban

0

51 1 10 Yes $0 z_No M z_High School Clerical 43 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

51 3 13

No

Yes z_F z_High School Home Maker 25 Private

Sports Car

2 $0 Highly Urban/ Urban

0

51 3 18

No

Yes z_F z_High School Clerical 8 Private

Minivan

1 $0 8 Highly Urban/ Urban

0

51 2 12

No

Yes M Bachelors Professional 9 Commercial

Pickup

1 $0 13 Highly Urban/ Urban

0

51 4 12

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

1

17 Highly Urban/ Urban

0 12/3/68 51 4 12 $58,248 Yes $0 z_No M PhD 25 Private

Minivan $0 0

Highly Urban/ Urban

0

51 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

51 2 0 $0 No $0 Yes z_F $6,516

5 Highly Urban/ Urban

0

51 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

51 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 51 3 4

No

Yes z_F Bachelors Manager 42 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0

51 1 8

No

Yes z_F Masters 42 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

51 2 7

Yes

z_No M z_High School z_Blue Collar 28 Commercial

Minivan $0 0

1 Highly Urban/ Urban

0

51 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

51 0 5

No $0 z_No z_F

z_SUV

2

6 Highly Urban/ Urban

0

51 1 7

No $0 Yes M z_High School Student 26 Commercial

Pickup $0 0

8 Highly Urban/ Urban

0 10/23/68 51 4 15

No

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

2

11 Highly Urban/ Urban

0

51 1 8

Yes

z_No M Bachelors Clerical 47 Private $4,600 Minivan

1

9 Highly Urban/ Urban

0

51 3 13

Yes $0 z_No z_F PhD Manager 29 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0 10/18/68 51 0 7

No $0 z_No M z_High School Student 9 Commercial

Pickup

2

1 Highly Urban/ Urban

0

51 2 11

Yes $0 z_No M

0

51 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

51 1 9

Yes $0 z_No z_F

Pickup $0 0

z_Highly Rural/ Rural

0 10/8/68 51 1 11

No Yes M Masters Manager 23 Commercial

Pickup

1

16 Highly Urban/ Urban

0 10/8/68 51 1 11 $64,365 No Yes M Masters Manager 23 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

51 2 12

No

Yes z_F

Minivan $0 0 $0 7 Highly Urban/ Urban

0 10/6/68 51 1 6

Yes

z_No z_F z_High School Professional 46 Private

z_SUV

2 $0 1 Highly Urban/ Urban

0 10/6/68 51 2 12 $18,903 No $93,797 Yes z_F

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

51 1 10

No

,484

Yes M Bachelors Professional 39 Commercial

Panel Truck

2

3 Highly Urban/ Urban

0 10/4/68 51 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

51 1 9

No

Yes M

Van

1 $0 1 Highly Urban/ Urban

0

51 1 13

No

Yes z_F z_High School Professional 60 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

51 2 12

No

Yes M z_High School Professional 57 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0

51 3 11 Yes $0 z_No z_F Bachelors z_Blue Collar 5 Commercial

z_SUV

3 $0 12 Highly Urban/ Urban

0

51 2 14

Yes $0 z_No z_F z_High School Clerical 41 Private

Sports Car

2

7 Highly Urban/ Urban

0

51 2 13

No

Yes M Bachelors Clerical 14 Private

Minivan

2 $0 8 Highly Urban/ Urban

0

51 1 11

No

Yes z_F z_High School Clerical 32 Private

z_SUV

1

9 Highly Urban/ Urban

0

51 3 15

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

2

8 Highly Urban/ Urban

0

51 3 14

No

Yes z_F z_High School Clerical 16 Private

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

51 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

51 1 12 $26,520 No

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

0

52 0 8

No

z_No M

3 $0 7 z_Highly Rural/ Rural

0

52 0 11

No $0 z_No M Masters Professional 32 Private

Minivan $0 0 $0 18 z_Highly Rural/ Rural

0

52 1 0 $0 No $0 Yes z_F z_High School Student 46 Private

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

0

52 1 5

No

Yes z_F PhD Manager 17 Private

z_SUV

1 $0 Highly Urban/ Urban

0 7/23/68 52 4 0 $0 Yes $0 z_No z_F Bachelors Student 14 Commercial $4,600 Sports Car

1

14 Highly Urban/ Urban

0

52 2 11

No

Yes M Bachelors Clerical 52 Private

Van $0 0 $0 12 z_Highly Rural/ Rural

0

52 1 13

No

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

0

52 3 10

Yes $0 z_No z_F Masters Manager 8 Private

Pickup $0 0 $0 13 Highly Urban/ Urban

0

52 1 8 Yes

z_No z_F $23,010

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

52 4 0 $0 No

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

2 $0 15 z_Highly Rural/ Rural

0

52 3 10

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

2

9 Highly Urban/ Urban

0

52 1 11

No

Yes z_F PhD 5 Commercial

Pickup $0 0 $0 14 z_Highly Rural/ Rural

0

52 1 7

No

Yes z_F z_High School Home Maker 25 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

52 1 10

No

Yes M z_High School Clerical 33 Private

Minivan

1 $0 7 Highly Urban/ Urban

0

52 1 13

No

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

3

8 Highly Urban/ Urban

0

52 1 12

No

Yes z_F z_High School z_Blue Collar 22 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

52 0 12

No $0 z_No z_F Masters 5 Private

Minivan $0 0 $0 Highly Urban/ Urban

0

52 1 13

No $0 Yes M z_High School Student 8 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

52 1 15

No

Yes z_F

Minivan $0 0

1 Highly Urban/ Urban

0

52 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

52 2 0 $0 No $0 Yes z_F

Sports Car

1

1 Highly Urban/ Urban

0

52 0 9

No

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

0

52 1 11

Yes

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

0

52 1 10

No

Yes M Bachelors Professional 29 Private

Pickup

2 $0 1 Highly Urban/ Urban

0

52 1 12

No

Yes M Masters 32 Commercial

Van

2

18 Highly Urban/ Urban

0 5/18/68 52 1 9

Yes

z_No z_F z_High School Professional 12 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0

52 2 7

No

Yes z_F z_High School z_Blue Collar 39 Commercial

Minivan $9,960 2

1 Highly Urban/ Urban

0

52 3 0 $0 No $0 Yes M Bachelors Student 25 Commercial $4,600 Pickup

3

7 Highly Urban/ Urban

0

52 3 9

No

Yes M z_High School Student 29 Commercial

Minivan

1 $0 1 Highly Urban/ Urban

0

52 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

52 1 13

No

Yes z_F Bachelors z_Blue Collar 21 Commercial

Minivan

1 $0 5 Highly Urban/ Urban

0

52 1 12

Yes $0 z_No z_F

Pickup $0 0

6 Highly Urban/ Urban

0 4/26/68 52 1 12 $22,654 Yes $0 z_No z_F

0

52 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

52 3 14

No

Yes z_F

z_SUV $0 0

5 z_Highly Rural/ Rural

0

52 0 13

No

Yes M Bachelors z_Blue Collar 20 Commercial

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

0

52 3 14

No

Yes z_F

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

52 1 7

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

2

1 Highly Urban/ Urban

0

52 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

52 2 14

No

Yes z_F PhD 46 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

52 1 10

Yes z_No M z_High School Clerical 30 Private

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

52 4 15

Yes

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

1 $0 1 Highly Urban/ Urban

0

52 2 12

Yes $0 z_No M

Minivan $0 0

5 Highly Urban/ Urban

0

52 3 12

Yes $0 z_No M

Minivan

2 $0 5 Highly Urban/ Urban

0

52 1 13

Yes $0 z_No M z_High School Professional 12 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

52 1 0 $0 No $0 Yes M

1 $0 1 Highly Urban/ Urban

0

52 4 0 $0 Yes $0 z_No z_F Bachelors Home Maker 54 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

52 1 13

No

Yes z_F Bachelors Manager 35 Private

Minivan $0 0

4 Highly Urban/ Urban

0

52 0 9

No $0 z_No M Bachelors Professional 31 Commercial

Van $0 0 $0 7 Highly Urban/ Urban

0

52 0 3

No

z_No M Masters 45 Private

Pickup $0 0 $0 14 Highly Urban/ Urban

0 3/15/68 52 2 13

No

Yes M z_High School Clerical 47 Commercial

Van

3 $0 Highly Urban/ Urban

0 3/15/68 52 2 13 $40,008 No $199,854 Yes M z_High School Clerical 47 Private $4,600 Pickup

3 $0 Highly Urban/ Urban

0

52 4 18

No $0 Yes z_F

Pickup

1 $0 1 Highly Urban/ Urban

0 3/3/68 52 1 9

No

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

0

52 1 12

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

0

52 1 12

No Yes M

Pickup $0 0

4 Highly Urban/ Urban

0 2/24/68 52 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 52 4 6

No

Yes M

0

52 0 5

No

z_No M

Minivan $6,350 1

1 Highly Urban/ Urban

0

52 2 13

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0 2/4/68 52 3

Yes

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

0 2/3/68 52 3 13

No Yes z_F z_High School z_Blue Collar 39 Commercial $13,950 z_SUV

2 $0 8 Highly Urban/ Urban

0

52 1 12

Yes

z_No z_F $3,615

1 Highly Urban/ Urban

0 1/25/68 52 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 52 1 11

No

Yes M z_High School z_Blue Collar 34 Commercial

Van

1 $0 8 Highly Urban/ Urban

0 1/17/68 52 1 10

Yes

z_No M z_High School Clerical 32 Commercial

Pickup

1

1 z_Highly Rural/ Rural

0 1/17/68 52 1 11 $58,391 No $187,063 Yes M z_High School z_Blue Collar 34 Commercial

Pickup

3

8 Highly Urban/ Urban

0

52 2 13

Yes

z_No M z_High School Clerical 54 Commercial

Pickup $0 0

1 z_Highly Rural/ Rural

0

52 1 11

Yes z_No M Bachelors Professional 5 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

52 4 14

No

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

1

1 Highly Urban/ Urban

0 1/8/68 52 4 14 $48,317 No $133,939 Yes z_F z_High School Clerical 41 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

52 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 52 0 7

No $0 z_No z_F Masters 29 Private

Minivan

3 $0 15 Highly Urban/ Urban

0

52 3 13

No

Yes M z_High School Professional 36 Commercial

Panel Truck

1

1 Highly Urban/ Urban

0

52 1 12

Yes $0 z_No z_F z_High School z_Blue Collar 25 Commercial

Sports Car

3

1 Highly Urban/ Urban

0

52 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 52 0 8

No

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

0 12/23/67 52 0 8 $190,945 No $462,430 z_No M Bachelors z_Blue Collar 45 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

52 4 11

No

Yes z_F z_High School Clerical 26 Private

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

52 1 3

Yes $0 z_No z_F Bachelors Student 31 Commercial

z_SUV

2

9 Highly Urban/ Urban

0

52 0 8

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

1 Highly Urban/ Urban

0

52 4 10

Yes $0 z_No M Bachelors z_Blue Collar 33 Commercial

Minivan $0 0 $0 11 Highly Urban/ Urban

0

52 1 12

Yes $0 z_No z_F PhD Manager 15 Commercial

Pickup $0 0 $0 8 Highly Urban/ Urban

0

52 1 10

Yes $0 z_No z_F z_High School Student 46 Commercial

Sports Car

2

1 Highly Urban/ Urban

0

52 1 0 $0 No $0 Yes M

Van $0 0

1 Highly Urban/ Urban

0

52 4 12

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

52 2 14

No

Yes z_F Bachelors z_Blue Collar 40 Commercial

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

52 1 10

No $0 Yes z_F Bachelors Student 47 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

52 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 52 1 4

No

Yes M Bachelors Professional 30 Commercial

Panel Truck

3 $0 10 Highly Urban/ Urban

0

52 1 8

Yes $0 z_No M z_High School Student 24 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

52 2

No

Yes z_F Bachelors Professional 41 Private

z_SUV

3 $0 12 z_Highly Rural/ Rural

0

52 1 11

No

Yes z_F

0

52 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 52 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

52 3 17

No

Yes z_F Bachelors Clerical 33 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

52 3 13

Yes

z_No z_F Bachelors Clerical 34 Private $10,150 z_SUV

3 $0 7 Highly Urban/ Urban

0

52 1 11

No

,638

Yes z_F Masters 48 Private

z_SUV

1 $0 14 Highly Urban/ Urban

0

52 2 13

Yes $0 z_No M z_High School Clerical 46 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

52 4 14

No Yes z_F z_High School Home Maker 42 Private

Pickup

1

6 Highly Urban/ Urban

0

52 2 10

No

Yes z_F z_High School z_Blue Collar 47 Private

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

0

52 0 10

No $0 z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0 10/28/67 52 3 12

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

Highly Urban/ Urban

0

52 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 52 4 12

No

Yes M

Minivan

1 $0 1 Highly Urban/ Urban

0

52 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

52 1 13

Yes $0 z_No M PhD 27 Commercial

Panel Truck

1 $0 7 Highly Urban/ Urban

0 10/16/67 52 3 15

Yes

z_No z_F Bachelors Professional 87 Private

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

52 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

52 2 13

No

Yes z_F

Sports Car $0 0

1 Highly Urban/ Urban

0 10/4/67 52 4 14

Yes $0 z_No z_F Bachelors z_Blue Collar 38 Commercial

z_SUV $0 0

13 Highly Urban/ Urban

0

52 0 9

No $0 z_No z_F Masters 32 Private

z_SUV

2 $0 13 Highly Urban/ Urban

0

52 1 9

No

Yes z_F Bachelors Professional 12 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

52 0 6

No

Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

52 0 0 $0 No $0 Yes M

Pickup

2 $0 1 Highly Urban/ Urban

0

52 2 11

Yes

z_No M $520

1 Highly Urban/ Urban

0

52 2 15

No

Yes z_F z_High School Clerical 24 Private

Pickup

1

8 Highly Urban/ Urban

0

52 1 11

No

Yes z_F

z_SUV

2 $0 8 Highly Urban/ Urban

0 9/10/67 52 2 0 $0 No $0 Yes M z_High School Student 29 Commercial $7,410 Pickup

2

1 Highly Urban/ Urban

0

52 2 13

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

2 $0 7 Highly Urban/ Urban

0

52 0 9

No $0 z_No M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

52 2 13

No

Yes z_F Bachelors Professional 29 Private

z_SUV

2 $0 13 Highly Urban/ Urban

0

52 3 13

Yes

z_No z_F z_High School Clerical 9 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

52 3 10

No

Yes M Masters 33 Private

Pickup $0 0

21 Highly Urban/ Urban

0

52 2 13

Yes

z_No z_F Bachelors Manager 33 Private

z_SUV

3 $0 9 Highly Urban/ Urban

0 8/19/67 52 1 11

Yes

z_No z_F

Sports Car $0 0

6 z_Highly Rural/ Rural

0

52 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

52 4 0 $0 No

Yes M $1,791

1 Highly Urban/ Urban

0

52 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 52 3 $0 No $0 Yes M Bachelors Student 39 Commercial $1,500 Minivan

1 $0 6 Highly Urban/ Urban

0 8/7/67 52 1 12 Yes $0 z_No M Bachelors z_Blue Collar 59 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

52 3 0 $0 No

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

4 z_Highly Rural/ Rural

0

53 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 28 Private

z_SUV

2

8 Highly Urban/ Urban

0 7/31/67 53 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 28 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

53 0 12

No $0 z_No M

0

53 2 0 $0 No $0 Yes M z_High School Student 29 Commercial

Minivan

3 $5,200 10 Highly Urban/ Urban

0

53 1 13

Yes $0 z_No z_F z_High School Manager 8 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

53 1 5

No

Yes z_F PhD Manager 25 Private

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

0

53 3 11

No

Yes M Masters 18 Commercial

Panel Truck

2

14 Highly Urban/ Urban

0

53 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

53 1 12

No

Yes M Bachelors z_Blue Collar 60 Private

Van $0 0 $0 15 z_Highly Rural/ Rural

0

53 2 15

No Yes M z_High School Professional 36 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

53 2 14 No

Yes M z_High School Clerical 43 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

53 2 13

No

Yes z_F $25,390

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

0

53 0 8

No

Yes M

Van

1

1 Highly Urban/ Urban

0

53 0 9

No

Yes M

Pickup

1 $0 5 Highly Urban/ Urban

0

53 4 12

Yes $0 z_No z_F z_High School Student 31 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0

53 4 0 $0 No

Yes z_F

Sports Car

2 $0 1 Highly Urban/ Urban

0

53 2 12

Yes $0 z_No z_F Bachelors Manager 39 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

53 2 10

No

Yes M PhD 42 Private

Minivan

1 $0 11 Highly Urban/ Urban

0

53 0 13

No

z_No z_F Bachelors z_Blue Collar 48 Commercial

Pickup

3 $0 1 Highly Urban/ Urban

0

53 1 12

Yes $0 z_No M Masters 37 Private

Van

1

15 Highly Urban/ Urban

0 6/14/67 53 3 12

Yes $0 z_No z_F z_High School Student 40 Commercial

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

0 6/14/67 53 1 12 Yes $0 z_No M Masters 37 Private

Pickup $0 0

15 Highly Urban/ Urban

0

53 1 $0 No

Yes z_F Bachelors Home Maker 70 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

53 3 16

No

Yes M Bachelors Clerical 49 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

53 1 11 Yes $0 z_No M Masters Professional 22 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 5/24/67 53 4 11

No $0 Yes z_F $3,468

1 $0 5 Highly Urban/ Urban

0

53 0

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

5 $0 17 Highly Urban/ Urban

0

53 1 8

No

Yes z_F Bachelors Professional 49 Private

z_SUV

1 $0 12 Highly Urban/ Urban

0 5/21/67 53 0

No

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

10 Highly Urban/ Urban

0

53 2 12 $40,851 Yes

z_No z_F z_High School Clerical 52 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

53 2 12

Yes $0 z_No z_F

z_SUV

3

1 Highly Urban/ Urban

0

53 2 7 Yes

z_No M PhD 43 Commercial

Panel Truck

3 $0 14 Highly Urban/ Urban

0

53 2 10 $52,102 No

Yes z_F z_High School Clerical 23 Private

z_SUV

3 $0 1 Highly Urban/ Urban

0

53 1 12 No

Yes z_F z_High School Clerical 21 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

53 1 10

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

0

53 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

53 1 10 $6,930 No $0 Yes M z_High School Student 42 Commercial

Panel Truck

1

8 Highly Urban/ Urban

0

53 1 10

No Yes M z_High School Clerical 21 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

53 1 11

Yes z_No z_F

z_SUV

1

7 Highly Urban/ Urban

0

53 3 14

No

Yes z_F z_High School Clerical 46 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

53 3 8 Yes

z_No z_F Bachelors Clerical 43 Private

Sports Car $0 0

11 Highly Urban/ Urban

0 4/20/67 53 1 12

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

3

8 Highly Urban/ Urban

0

53 1 9

No

Yes z_F z_High School Clerical 26 Private

z_SUV $0 0

1 Highly Urban/ Urban

0 4/17/67 53 0 0 $0 No $0 z_No z_F Masters Home Maker 49 Private

Minivan

4

18 Highly Urban/ Urban

0

53 2 13

No $0 Yes z_F

Minivan $0 0 $0 1 Highly Urban/ Urban

0

53 3 0 $0 No $0 Yes z_F $2,530

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

0

53 3 12

No

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

0

53 1 8

Yes $0 z_No M Bachelors Professional 21 Commercial

Van

2 $0 9 Highly Urban/ Urban

0

53 0 11

No

z_No M Masters Professional 50 Private

Minivan

1

20 Highly Urban/ Urban

0

53 3

No Yes z_F z_High School z_Blue Collar 46 Commercial

z_SUV

2

6 Highly Urban/ Urban

0

53 2 11

Yes $0 z_No M

Minivan

2 $2,357 1 Highly Urban/ Urban

0 3/18/67 53 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 53 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

53 1 0 $0 No $0 Yes M

Minivan

1 $0 1 Highly Urban/ Urban

0

53 2 10

Yes

z_No M

Minivan $0 0

5 Highly Urban/ Urban

0

53 3 0 $0 Yes $0 z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/7/67 53 0 12

No Yes M Bachelors Manager 47 Commercial

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

0

53 2 14

No

Yes M z_High School z_Blue Collar 40 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

53 2 13

No

Yes z_F $8,985

2 $0 1 Highly Urban/ Urban

0

53 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 53 1 0 $0 Yes $0 z_No z_F Bachelors Student 14 Private

z_SUV

1

9 Highly Urban/ Urban

0

53 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 53 2 0 $0 No Yes z_F Masters Home Maker 66 Private

Sports Car $0 0 $0 z_Highly Rural/ Rural

0

53 1 13

No

Yes z_F z_High School z_Blue Collar 36 Commercial

z_SUV

3

9 Highly Urban/ Urban

0

53 3 9 Yes $0 z_No z_F Masters 42 Private $1,500 Sports Car

4 $0 16 Highly Urban/ Urban

0

53 4 15

Yes $0 z_No z_F

z_SUV

3

8 Highly Urban/ Urban

0 2/18/67 53 0 12

No

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

0

53 4 16

No

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

1 $0 1 Highly Urban/ Urban

0

53 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 53 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

53 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 53 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 53 3 7

Yes

z_No M

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

0

53 3 8 No

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

1 Highly Urban/ Urban

0

53 1 11

No

Yes M PhD 55 Commercial

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

0

53 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 53 2 0 No

Yes z_F

0 1/25/67 53 4 14

No

Yes z_F Masters 42 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

0 1/25/67 53 2 0 No $86,502 Yes z_F

0

53 4 0 $0 Yes $0 z_No z_F z_High School Student 15 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0

53 2 11

Yes $0 z_No z_F Masters 41 Private

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

0

53 2

No

Yes z_F Bachelors Professional 46 Private

z_SUV

2 $0 12 Highly Urban/ Urban

0 1/17/67 53 4 $3,165 No

Yes z_F

0 1/17/67 53 1 13

Yes $0 z_No z_F Bachelors Home Maker 5 Commercial

Pickup $0 0

10 Highly Urban/ Urban

0

53 1 11

Yes $0 z_No z_F

Minivan

1

1 Highly Urban/ Urban

0

53 1 12 No

Yes z_F Bachelors Home Maker 43 Private

z_SUV

1 $0 12 Highly Urban/ Urban

1

53 2 11

No

Yes z_F

z_SUV

1 $0 1 z_Highly Rural/ Rural

0

53 3 16

Yes $0 z_No z_F z_High School Clerical 52 Private

z_SUV

2

1 Highly Urban/ Urban

0

53 3 14

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 12/29/66 53 3 14 No $128,776 Yes z_F

Sports Car

4

Highly Urban/ Urban

0

53 2 9

Yes

z_No z_F z_High School Clerical 31 Private

Minivan

4

1 Highly Urban/ Urban

0

53 2 0 $0 No $0 Yes M

Minivan $4,211 2

6 Highly Urban/ Urban

0

53 4 14

No Yes M $1,730

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/24/66 53 2 10

No

Yes M Bachelors Clerical 27 Commercial

Pickup

3

10 Highly Urban/ Urban

0

53 1 12

No

Yes z_F z_High School Clerical 44 Private

z_SUV

3

10 Highly Urban/ Urban

0

53 0 7

No $0 z_No z_F Bachelors Manager 32 Private

z_SUV

1 $0 11 Highly Urban/ Urban

0

53 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

53 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

53 1 14

Yes z_No M Bachelors Professional 30 Commercial

Pickup

1

1 Highly Urban/ Urban

0 12/10/66 53 1 11

No

Yes M z_High School z_Blue Collar 50 Commercial

Van

2

7 Highly Urban/ Urban

0 12/10/66 53 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 53 4 15

Yes $0 z_No z_F Bachelors z_Blue Collar 60 Commercial

z_SUV

2

8 Highly Urban/ Urban

0

53 3 14

No

Yes z_F z_High School Professional 20 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

53 2 12

No

Yes M Masters 55 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

0

53 2 $0 Yes $0 z_No z_F Bachelors Student 28 Commercial $4,700 z_SUV

3

11 Highly Urban/ Urban

0

53 2 9

Yes $0 z_No z_F $2,518

3 Highly Urban/ Urban

0

53 5 0 $0 No $0 Yes M

0

53 3 10

No

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

6 Highly Urban/ Urban

0

53 4 15

No

Yes z_F

2 $0 6 Highly Urban/ Urban

0

53 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 53 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

53 3 15

No

Yes M z_High School Manager 32 Commercial

Pickup

2 $0 6 Highly Urban/ Urban

0

53 1 11

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

1 Highly Urban/ Urban

0

53 3 8

No

Yes z_F z_High School z_Blue Collar 11 Commercial

Sports Car

1 $0 1 z_Highly Rural/ Rural

0

53 2 15

No

,952

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

0

53 1 3

Yes $0 z_No z_F $24,512

2 $0 7 z_Highly Rural/ Rural

0

53 1 11

Yes

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

0

53 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

53 2 10

No

Yes z_F z_High School z_Blue Collar 45 Commercial

Pickup

2

10 Highly Urban/ Urban

0

53 1 11

No $0 Yes z_F z_High School Student 26 Commercial

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

0

53 3 9 No

Yes M z_High School z_Blue Collar 45 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0

53 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

53 1 11

Yes $0 z_No z_F

Sports Car

2

1 Highly Urban/ Urban

0

53 2 0 $0 No $0 Yes M Bachelors Student 45 Commercial

Van

1

7 Highly Urban/ Urban

0

53 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

53 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

0

53 2 14

No

Yes z_F

z_SUV

3 $0 1 Highly Urban/ Urban

0

53 2 14

No

Yes M z_High School z_Blue Collar 47 Commercial

Pickup

3

13 Highly Urban/ Urban

0

53 4 0 $0 No $0 Yes M

Pickup $0 0

1 Highly Urban/ Urban

0

53 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 53 1 9

No

Yes M Masters

5 Private

Pickup

1 $7,476 18 Highly Urban/ Urban

0

53 0 3

No z_No M

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

0

53 1 12

Yes $0 z_No z_F Bachelors Professional 24 Private

z_SUV $0 0

10 Highly Urban/ Urban

0 9/20/66 53 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

53 3

No

Yes M Bachelors Professional 10 Private

Van $0 0 $0 6 Highly Urban/ Urban

0

53 0 11 No

z_No z_F z_High School Home Maker 47 Private

Minivan

2 $0 1 z_Highly Rural/ Rural

0

53 5 13

No

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

2

1 Highly Urban/ Urban

0 9/10/66 53 1 11

No

Yes z_F $6,230

z_SUV

3 $0 5 Highly Urban/ Urban

0

53 2 12

Yes $0 z_No M Masters Lawyer 26 Private

Minivan

3 $0 10 Highly Urban/ Urban

0

53 1 12

No

Yes M Masters 5 Commercial

Van

2 $0 Highly Urban/ Urban

0

53 2 12

No

Yes z_F Bachelors z_Blue Collar 31 Commercial

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

0 8/30/66 53 2 12 $70,408 No $190,139 Yes z_F Bachelors z_Blue Collar 31 Commercial $18,850 z_SUV

3

9 Highly Urban/ Urban

0

53 4 7

Yes

z_No M Masters Lawyer 49 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

53 4 0 $0 No $0 Yes M

0

53 2 11

No

Yes z_F z_High School z_Blue Collar 52 Commercial

Sports Car

1

7 Highly Urban/ Urban

0

53 2

No

Yes M Bachelors z_Blue Collar 14 Commercial

Van

2 $0 8 Highly Urban/ Urban

0

53 3 7 No

Yes z_F

Minivan

1 $0 1 Highly Urban/ Urban

0 8/23/66 53 1 12

No

Yes z_F Bachelors Home Maker 31 Commercial

Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 8/23/66 53 4 14

Yes $0 z_No z_F z_High School Clerical 40 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

53 1 9

No

Yes M

Minivan $0 0 $0 z_Highly Rural/ Rural

0

53 1 10

No

Yes z_F Masters Lawyer 10 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0 8/20/66 53 1 10 $70,565 No $241,472 Yes z_F Masters Lawyer 10 Private

z_SUV $0 0 $0 21 Highly Urban/ Urban

0

53 1 14

No

Yes M z_High School Clerical 38 Commercial

Pickup

2

1 Highly Urban/ Urban

0 8/19/66 53 1 11

Yes

z_No M Masters 17 Commercial

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

0 8/19/66 53 1 $86,321 Yes $227,138 z_No M Masters 17 Private $13,430 Minivan $0 0 $0 24 Highly Urban/ Urban

0 8/19/66 53 1 $86,321 Yes $227,138 z_No M Masters 17 Commercial

Panel Truck

2

24 Highly Urban/ Urban

0

53 2

Yes

z_No M $7,088

6 z_Highly Rural/ Rural

0

53 1 13

No

Yes z_F Masters Lawyer 17 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

0

53 1 9

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

0

53 2 13

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

2 $0 1 Highly Urban/ Urban

0

53 1 11

No

Yes z_F $2,500

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

54 1 7

No

Yes M Bachelors z_Blue Collar 78 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

54 3 12

No

Yes M Bachelors z_Blue Collar 22 Commercial

Minivan

3 $0 9 Highly Urban/ Urban

0

54 0 8

No

Yes M z_High School Professional 29 Private

Van $0 0 $0 11 z_Highly Rural/ Rural

0

54 1 12

No

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

0 7/26/66 54 2 0 $0 Yes $0 z_No M z_High School Student 10 Commercial

Minivan

2

10 Highly Urban/ Urban

0

54 4 12

No

Yes z_F z_High School Home Maker 46 Private

z_SUV

3

1 Highly Urban/ Urban

0 7/25/66 54 1

No

Yes z_F z_High School Student 25 Commercial

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

0

54 2 9

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

1 $0 12 Highly Urban/ Urban

0 7/17/66 54 0 12

No Yes z_F Bachelors Clerical 23 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0 7/17/66 54 0 12 $40,071 No Yes z_F Bachelors Clerical 23 Private $8,810 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

54 2 13 $35,263 No

Yes z_F

0

54 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 54 3 0 $0 Yes

z_No M z_High School Home Maker 6 Private

Van

2 $0 8 Highly Urban/ Urban

0

54 1 11

No

Yes z_F z_High School Manager 32 Private

Pickup

1 $0 5 Highly Urban/ Urban

0

54 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

0

54 2 13

No

Yes z_F

Sports Car $0 0 $0 z_Highly Rural/ Rural

0

54 1 14

Yes

z_No z_F Bachelors Professional 23 Private $10,070 Minivan

1 $0 Highly Urban/ Urban

0

54 2 14 No

Yes M Bachelors Student 37 Commercial

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

0

54 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 54 1 10

No

Yes M Bachelors z_Blue Collar 54 Commercial

Van $5,495 3

8 Highly Urban/ Urban

0

54 2 14

No

Yes M z_High School z_Blue Collar 26 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0 6/25/66 54 4 15

Yes $0 z_No M z_High School z_Blue Collar 21 Commercial

Pickup $0 0

13 Highly Urban/ Urban

0

54 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

54 3 16

No $0 Yes z_F

0

54 3 13

Yes

z_No M Masters Manager 5 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

54 0 13

No

z_No z_F z_High School z_Blue Collar 33 Commercial

Sports Car

1 $0 1 Highly Urban/ Urban

0

54 1 0 $0 No

Yes z_F

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

0

54 0 9

No

z_No M Bachelors z_Blue Collar 33 Commercial

Panel Truck

4

15 Highly Urban/ Urban

0 6/15/66 54 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

54 0 13

No

Yes M z_High School z_Blue Collar 19 Commercial

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

54 3 13

No

,600

Yes z_F Bachelors Manager 25 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

54 3 10

No Yes M Bachelors Clerical 5 Private

Pickup

2 $0 9 Highly Urban/ Urban

0

54 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 54 1 15

No

Yes z_F Bachelors Manager 28 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 6/10/66 54 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

0 6/10/66 54 1 12 $40,990 No $151,286 Yes z_F z_High School z_Blue Collar 33 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0 6/10/66 54 1 7

No

Yes z_F Bachelors Professional 24 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

54 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 54 3 11

No

Yes z_F

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

0

54 1 0 $0 No $0 Yes z_F

Pickup

2 $0 1 Highly Urban/ Urban

0

54 4 16

No

Yes M

Pickup $0 0 $0 9 Highly Urban/ Urban

0

54 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

54 1 12

No

Yes M Bachelors z_Blue Collar 26 Commercial

Van $0 0 $0 7 z_Highly Rural/ Rural

0

54 1

No

Yes z_F Bachelors z_Blue Collar 44 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

54 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 54 0 0 $0 No $0 z_No M

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

0

54 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 54 1 8

Yes $0 z_No M z_High School Student 56 Commercial

Panel Truck

2

1 Highly Urban/ Urban

0

54 3 14

No

Yes M

Minivan $0 0 $0 1 Highly Urban/ Urban

0

54 0 10

No $0 z_No z_F Masters Lawyer 36 Private

z_SUV

3 $0 18 Highly Urban/ Urban

0

54 0 10

No z_No z_F Bachelors z_Blue Collar 33 Commercial

z_SUV $0 0

4 Highly Urban/ Urban

0

54 3

Yes

z_No z_F Bachelors z_Blue Collar 27 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

54 2 10

No

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

2 $0 9 Highly Urban/ Urban

0

54 3 7

Yes

z_No M

Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

54 2 14

No

Yes M Bachelors Home Maker 28 Commercial

Panel Truck

3 $4,920 11 Highly Urban/ Urban

0 5/1/66 54 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 54 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 54 0 10

No

z_No z_F z_High School Manager 15 Private

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

0

54 5 16

No

Yes M z_High School Clerical 65 Commercial

Panel Truck

1

1 Highly Urban/ Urban

0

54 2 14

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

6 Highly Urban/ Urban

0 4/27/66 54 2 14 $82,407 Yes $0 z_No M z_High School z_Blue Collar 51 Commercial $4,600 Pickup

2

6 Highly Urban/ Urban

0 4/27/66 54 1 9

Yes

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

3

7 Highly Urban/ Urban

0

54 3 15

No $0 Yes z_F z_High School Student 35 Private

Minivan

2 $0 8 Highly Urban/ Urban

0

54 4 14

Yes $0 z_No M

Pickup $0 0

Highly Urban/ Urban

0

54 1 12

No

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

0 4/23/66 54 1 12 $23,514 No $105,036 Yes z_F z_High School Clerical 27 Private

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

0

54 1 9

Yes

z_No M z_High School z_Blue Collar 51 Commercial

Panel Truck $0 0

Highly Urban/ Urban

0 4/20/66 54 3 8

Yes $0 z_No z_F z_High School Clerical 43 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

54 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

54 1 8

Yes z_No z_F z_High School Manager 5 Private

z_SUV

4 $0 1 Highly Urban/ Urban

0

54 1 7

Yes $0 z_No z_F PhD Lawyer 60 Private

Sports Car

2

16 Highly Urban/ Urban

0

54 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 54 1 12

No

Yes z_F Masters Manager 13 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

54 1 12

No

Yes z_F Masters 35 Commercial

Van $0 0 $0 4 Highly Urban/ Urban

0

54 1 6

No

Yes z_F z_High School Manager 40 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

54 4 14

No

Yes z_F

z_SUV $3,246 2

2 Highly Urban/ Urban

0

54 2 11

No

Yes z_F Bachelors Professional 30 Private

z_SUV

3 $0 14 Highly Urban/ Urban

0

54 3 13

Yes

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

0

54 4 18

No

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

3 $0 5 Highly Urban/ Urban

0

54 1 12

No

Yes M Masters Lawyer 32 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

54 3 0 $0 No

Yes z_F

z_SUV $0 0 $0 Highly Urban/ Urban

0

54 1 13

Yes

z_No M z_High School Professional 31 Commercial

Pickup

2

8 z_Highly Rural/ Rural

0

54 3 12

Yes

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

1 $0 9 Highly Urban/ Urban

0

54 3 12

No

Yes z_F

0 3/24/66 54 3 12 $14,369 No $142,305 Yes z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 3/24/66 54 1 12

Yes $0 z_No z_F

Pickup

1

1 Highly Urban/ Urban

0

54 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 54 1 10

No

Yes z_F Bachelors Professional 37 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

54 5 10 No

Yes M z_High School z_Blue Collar 33 Commercial

Van

2 $0 1 Highly Urban/ Urban

0

54 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

54 2 13

No

Yes M z_High School z_Blue Collar 13 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

54 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 54 2 11

Yes

z_No z_F Bachelors Professional 47 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

54 2 10

No

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

7 Highly Urban/ Urban

0

54 4

No

Yes M PhD 5 Commercial

Van $0 0 $0 7 Highly Urban/ Urban

0 3/13/66 54 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 54 4 14

No

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

0

54 3 13

Yes $0 z_No M z_High School Manager 5 Private

Minivan

3 $0 1 Highly Urban/ Urban

0 3/10/66 54 3 13 $34,200 Yes $0 z_No M z_High School Manager 14 Commercial

Pickup

1 $0 1 Highly Urban/ Urban

0

54 3 14

No $0 Yes M

Panel Truck

4 $0 1 Highly Urban/ Urban

0 3/9/66 54 3 14 $6,607 No $0 Yes M

Minivan $0 0

1 Highly Urban/ Urban

0 3/9/66 54 3 14 $6,607 No $0 Yes M

Minivan $0 0

1 Highly Urban/ Urban

0

54 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

54 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 54 0 12

No

Yes z_F Masters Professional 63 Private

Minivan

1 $0 11 Highly Urban/ Urban

0

54 3 10

No

Yes z_F z_High School Clerical 19 Private

z_SUV

2

1 Highly Urban/ Urban

0 2/23/66 54 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

54 3 14

No

Yes z_F z_High School Clerical 29 Private

Sports Car

1 $0 8 Highly Urban/ Urban

0

54 4 0 $0 Yes $0 z_No M z_High School Student 14 Commercial $15,090 Minivan $1,631 1

5 Highly Urban/ Urban

0 2/16/66 54 4 0 $0 Yes $0 z_No M z_High School Student 14 Commercial $12,470 Minivan

2

5 Highly Urban/ Urban

0

54 2 12

No

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

2

12 Highly Urban/ Urban

0

54 3 12

Yes $0 z_No M PhD Manager 34 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/3/66 54 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 54 1 12

No

Yes M

0

54 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 54 1 11

Yes z_No M z_High School Clerical 15 Commercial

Van $0 0

1 Highly Urban/ Urban

0 1/31/66 54 2 9 $31,675 No $159,621 Yes z_F z_High School z_Blue Collar 25 Commercial $4,800 z_SUV $0 0 $224 Highly Urban/ Urban

0

54 1 8

No

,092

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

0

54 3 0 $0 No $0 Yes M $8,118

1 $0 1 Highly Urban/ Urban

0

54 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 54 3 0 $0 No

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

1 Highly Urban/ Urban

0

54 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

54 1 12

No

Yes z_F z_High School z_Blue Collar 19 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

54 1 11

Yes

z_No z_F

0 1/19/66 54 2

No

Yes z_F Bachelors Professional 5 Private

z_SUV

1 $0 7 Highly Urban/ Urban

0

54 0 11

No

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

0 1/16/66 54 4 $0 No $0 Yes M z_High School Student 58 Private

Minivan

1 $0 1 Highly Urban/ Urban

0

54 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 54 3 9

No

Yes z_F z_High School Professional 37 Private

Sports Car

1 $0 1 Highly Urban/ Urban

0

54 2 11

Yes $0 z_No M Bachelors Student 10 Commercial

Panel Truck

3 $0 1 Highly Urban/ Urban

0 1/12/66 54 3 0 $0 Yes $0 z_No z_F

Sports Car

5

6 Highly Urban/ Urban

0

54 1 $0 No $0 Yes z_F

Highly Urban/ Urban

0

54 3 0 $0 Yes $0 z_No z_F

Minivan $0 0

6 Highly Urban/ Urban

0 1/7/66 54 1 11

Yes z_No z_F z_High School z_Blue Collar 36 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/7/66 54 0 7

No $0 z_No z_F Masters Lawyer 29 Private

z_SUV $1,552 2

10 Highly Urban/ Urban

0 1/6/66 54 1

No

Yes z_F PhD Lawyer 29 Private

Sports Car $0 0

19 Highly Urban/ Urban

0 1/5/66 54 2 11

No

Yes z_F z_High School Clerical 57 Private

Sports Car $0 0

10 Highly Urban/ Urban

0 1/5/66 54 0 9

No

,173

z_No M z_High School z_Blue Collar 5 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

54 4 12

No

Yes M Masters Manager 12 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

54 3 15

No Yes z_F z_High School Clerical 27 Private

z_SUV

3

8 Highly Urban/ Urban

0

54 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 54 3 12

Yes $0 z_No z_F Bachelors z_Blue Collar 17 Commercial

Pickup

1

13 Highly Urban/ Urban

0

54 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 54 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

54 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 54 3 $3,068 No

Yes z_F z_High School Home Maker 35 Private

z_SUV $0 0

7 Highly Urban/ Urban

0

54 0 11

No

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

0

54 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 54 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 54 0 5

No

Yes z_F $3,608

4

1 Highly Urban/ Urban

0 12/14/65 54 1 10 $23,953 Yes $0 z_No z_F z_High School Clerical 39 Private $7,200 Sports Car

2 $3,770 8 Highly Urban/ Urban

0 12/14/65 54 0 5 $12,067 No Yes z_F

0 12/14/65 54 0 5 $12,067 No Yes z_F

Pickup $0 0 $0 1 Highly Urban/ Urban

0

54 2 12

Yes

z_No z_F Bachelors z_Blue Collar 30 Commercial

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

54 5 18

No

Yes M z_High School Student 8 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

54 3 12

No

Yes M

Minivan $0 0 $0 5 Highly Urban/ Urban

0

54 1 12

No

Yes M Bachelors Clerical 5 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

54 3 17

No

Yes M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

54 2 12

Yes

z_No M z_High School Professional 54 Commercial

Van

3

6 Highly Urban/ Urban

0

54 1 $0 No

Yes z_F Bachelors Student 24 Private $11,190 Pickup

2

13 Highly Urban/ Urban

0 11/20/65 54 2 11 No

Yes M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

54 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

54 0 10

No

z_No M z_High School Clerical 22 Commercial

Panel Truck $0 0

6 Highly Urban/ Urban

0 11/17/65 54 2 3

Yes

z_No z_F

0 11/17/65 54 0 7

No $0 z_No z_F PhD 48 Commercial

Panel Truck

2 $6,250 15 Highly Urban/ Urban

0

54 4 12

No

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

0

54 1 10 No

Yes M PhD 38 Commercial

Van $0 0 $0 8 Highly Urban/ Urban

0

54 1 0 $0 No Yes z_F z_High School Student 36 Commercial

z_SUV

2

8 Highly Urban/ Urban

0

54 2 12

No

Yes z_F Masters Lawyer 61 Private

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

0 11/7/65 54 2 8 Yes

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

0

54 3 8

No

Yes z_F z_High School z_Blue Collar 50 Commercial

Sports Car $0 0

1 Highly Urban/ Urban

0

54 3 7

No

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

0

54 3 0 $0 No

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

6 Highly Urban/ Urban

0 10/30/65 54 3 0 $0 No $74,744 Yes z_F Bachelors Home Maker 36 Private $4,900 z_SUV

2 $0 6 Highly Urban/ Urban

0

54 1 9

Yes

z_No z_F Masters Lawyer 49 Private

z_SUV

3

1 Highly Urban/ Urban

0

54 1 11

No $0 Yes z_F

2 $0 4 Highly Urban/ Urban

0

54 3 14

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

0

54 1 12

No

Yes M Masters Professional 17 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 10/21/65 54 4 16

No

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

0

54 0 8

No

z_No z_F

Sports Car

3

10 Highly Urban/ Urban

0

54 1 11 Yes $0 z_No z_F Masters Manager 22 Private

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

0

54 1 10

No $0 Yes z_F Bachelors Student 44 Private

z_SUV

2 $0 1 Highly Urban/ Urban

0

54 1 9

No

Yes M

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

0

54 0 9

No

Yes z_F z_High School Clerical 63 Private

z_SUV $0 0

7 Highly Urban/ Urban

0

54 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

54 3 16

No

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

2

1 Highly Urban/ Urban

0 10/7/65 54 3 16 $61,220 No $237,329 Yes z_F z_High School z_Blue Collar 46 Commercial $4,900 z_SUV $0 0

1 Highly Urban/ Urban

0

54 1 12

No

Yes M z_High School z_Blue Collar 46 Commercial

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

0

54 2 9

No Yes z_F

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

0

54 1 12

No

Yes z_F Bachelors Manager 37 Commercial

Pickup

1

5 Highly Urban/ Urban

0

54 5 15

No

Yes z_F

0

54 3 0 $0 Yes $0 z_No M z_High School Student 44 Commercial

Panel Truck

3

1 Highly Urban/ Urban

0

54 2 9

Yes $0 z_No M

Minivan

2 $5,810 1 Highly Urban/ Urban

0 9/26/65 54 2 9 $33,538 Yes $0 z_No M $7,564

3

1 Highly Urban/ Urban

0

54 0 11

No

Yes M

Minivan $0 0

5 Highly Urban/ Urban

0

54 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

54 0 11

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

3 $0 1 Highly Urban/ Urban

0

54 3 13

No

Yes z_F Masters Lawyer 27 Private

z_SUV $0 0 $0 20 Highly Urban/ Urban

0

54 0 8

No

z_No M Bachelors Manager 22 Private $5,980 Pickup

3 $0 7 Highly Urban/ Urban

0

54 2 13

Yes $0 z_No M

0 9/1/65 54 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 54 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 54 2 11

No

Yes z_F

Minivan $0 0 $0 7 z_Highly Rural/ Rural

1

54 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 54 0 12

No

Yes M

0

54 2 13

No

Yes z_F Bachelors Professional 27 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

54 1 15

No

Yes M Masters Lawyer 26 Private

Van $0 0 $0 1 Highly Urban/ Urban

0

54 1 15 No $0 Yes z_F

z_SUV

2 $0 1 Highly Urban/ Urban

0

54 5

No

Yes z_F

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

0

54 1 11

Yes

z_No z_F z_High School Clerical 39 Private

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

54 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 54 1 11

Yes $0 z_No M z_High School Student 9 Commercial

Pickup $0 0 $0 8 Highly Urban/ Urban

0

54 1 6

No

Yes M Masters Manager 24 Commercial

Pickup

3

18 Highly Urban/ Urban

0

54 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 54 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

54 2 11

No

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

2 $0 11 z_Highly Rural/ Rural

0

54 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 54 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

54 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 54 1 10

No

Yes z_F Bachelors Manager 41 Private $1,500 z_SUV

2 $0 13 Highly Urban/ Urban

0

54 2 13

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

54 1 12 $11,047 No

Yes z_F

1

54 4 14

No

Yes M z_High School z_Blue Collar 61 Commercial

Pickup

1

Highly Urban/ Urban

0

55 0 9

No

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

0

55 1 13

No

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

1

1 Highly Urban/ Urban

0

55 3 11

No $0 Yes z_F z_High School Student 24 Commercial

Sports Car

3 $0 3 Highly Urban/ Urban

0

55 1 14 No $0 Yes z_F Bachelors Student 54 Commercial

z_SUV

1 $0 11 Highly Urban/ Urban

0

55 0 3

No

z_No z_F $25,000

z_SUV

3

Highly Urban/ Urban

0

55 1 13

No

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

0 7/12/65 55 1 13 $37,806 No $173,130 Yes z_F Bachelors Clerical 46 Private $3,680 z_SUV $0 0

8 z_Highly Rural/ Rural

0

55 1 12

No

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

0

55 3 15

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

1

6 Highly Urban/ Urban

0

55 1 13

No

Yes M $27,730

Panel Truck

3 $0 7 Highly Urban/ Urban

1

55 3 12

No

Yes z_F

Minivan $0 0 $0 Highly Urban/ Urban

0

55 1 11

No

Yes z_F Bachelors Professional 48 Private

Pickup

3

1 Highly Urban/ Urban

0 6/15/65 55 0

No

z_No M Bachelors z_Blue Collar 40 Commercial

Van

3

10 Highly Urban/ Urban

0

55 4 0 $0 No

Yes z_F

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

55 4 14

No

Yes z_F

z_SUV

2 $0 8 Highly Urban/ Urban

0

55 1 14

No

Yes z_F

Minivan

1

7 Highly Urban/ Urban

0 6/10/65 55 1 15

No

Yes z_F Bachelors Manager 5 Private $4,900 z_SUV

4 $0 1 Highly Urban/ Urban

0

55 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

55 1 10

Yes $0 z_No z_F PhD Lawyer 36 Private

z_SUV $0 0

Highly Urban/ Urban

0

55 1 11

No

Yes M z_High School Clerical 9 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

55 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 55 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

55 1 11

No

Yes z_F

z_SUV $0 0

5 Highly Urban/ Urban

0

55 3 14

Yes

z_No z_F $3,691

3 $0 1 Highly Urban/ Urban

0

55 1 11

No

Yes z_F PhD

19 Private

Pickup $0 0 $0 19 Highly Urban/ Urban

0

55 1 11

Yes

z_No M Masters 22 Commercial

Panel Truck $0 0

11 Highly Urban/ Urban

0

55 2 15

Yes

z_No M Bachelors Professional 26 Private

Van $0 0 $0 8 z_Highly Rural/ Rural

0

55 4 14

No

Yes z_F

0

55 1 0 $0 No $0 Yes z_F

0 5/20/65 55 3 14

No

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

5 Highly Urban/ Urban

0

55 4 8

Yes $0 z_No M Masters Professional 42 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 5/19/65 55 0 10

No $0 z_No z_F z_High School Student 28 Private

Van $0 0 $0 8 Highly Urban/ Urban

0

55 1 10

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

0

55 0 11

No $0 z_No M Masters Lawyer 36 Private

Van

2 $0 15 Highly Urban/ Urban

0

55 3 9

No

Yes z_F z_High School Clerical 38 Private

Minivan $0 0

6 Highly Urban/ Urban

0

55 3 14

No

Yes z_F

0

55 4

Yes z_No M Bachelors z_Blue Collar 33 Commercial

Van

1

Highly Urban/ Urban

0

55 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 55 3 11

Yes $0 z_No z_F Bachelors z_Blue Collar 40 Commercial

Minivan

2 $0 8 Highly Urban/ Urban

0

55 3

Yes

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

1 $0 1 Highly Urban/ Urban

0

55 0

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

0

55 2 11

No

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

0

55 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

55 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

55 2 15

Yes

z_No M Bachelors Professional 26 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

55 4 16

No

Yes M

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

0

55 0 9

No $0 z_No M

Van $0 0

1 Highly Urban/ Urban

0

55 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

55 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

55 3 12

No

Yes M z_High School Clerical 26 Private

Minivan $0 0

1 z_Highly Rural/ Rural

0

55 3 13

No

Yes z_F z_High School Home Maker 45 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 4/13/65 55 3 13 $20,299 No $66,016 Yes z_F z_High School Home Maker 45 Private $4,900 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

55 2 0 $0 Yes $0 z_No M

2 $0 5 Highly Urban/ Urban

0

55 0 5

No

z_No M Bachelors Professional 51 Commercial

Panel Truck $0 0

7 Highly Urban/ Urban

0 4/11/65 55 4 13

No

Yes M

Panel Truck

3

3 Highly Urban/ Urban

0

55 1 12

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

55 1 9

Yes

z_No M Masters Lawyer 75 Private

Minivan

2

20 Highly Urban/ Urban

0

55 5 17

No

Yes M z_High School Clerical 24 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

55 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 55 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 55 3 14

Yes $0 z_No z_F Bachelors z_Blue Collar 14 Commercial

Minivan $0 0 $0 14 Highly Urban/ Urban

0

55 1 15

No

Yes M Masters Lawyer 41 Private

Minivan

1 $0 Highly Urban/ Urban

0

55 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 55 3 16

No

Yes z_F Masters Manager 29 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

55 4 0 $0 No Yes z_F

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

55 1 13

Yes $0 z_No z_F

0 3/25/65 55 1 11

No

Yes z_F Masters Lawyer 46 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

55 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 55 3 12

Yes $0 z_No z_F

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

0

55 3

No

Yes M Masters Professional 30 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0 3/20/65 55 4 12

No

Yes M z_High School Clerical 26 Commercial

Pickup

2 $0 7 Highly Urban/ Urban

0 3/20/65 55 1 0 $0 No

Yes z_F $22,598

3 $0 1 Highly Urban/ Urban

0 3/20/65 55 3 8

No Yes z_F z_High School z_Blue Collar 17 Commercial

Pickup $0 0

7 Highly Urban/ Urban

0

55 4 13

No

Yes z_F $2,990

Sports Car

1 $3,776 Highly Urban/ Urban

0

55 3 13

No

Yes M Bachelors Student 30 Commercial

Minivan $0 0 $0 13 Highly Urban/ Urban

0

55 5 15

Yes $0 z_No z_F

0 3/12/65 55 2 14

No

Yes M

Van $0 0 $0 5 z_Highly Rural/ Rural

0

55 1 10

Yes

z_No M Bachelors z_Blue Collar 13 Commercial

Minivan $0 0 $0 8 Highly Urban/ Urban

0

55 2 14

No

Yes z_F Bachelors Clerical 51 Private

z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 3/8/65 55 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 55 1 5

No

Yes M z_High School z_Blue Collar 17 Commercial

Van

3 $0 1 Highly Urban/ Urban

0

55 2 10

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

2

8 Highly Urban/ Urban

0

55 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 55 1 10

Yes

z_No z_F Masters Professional 8 Private

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

0

55 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 55 2 10

Yes

z_No z_F Bachelors Clerical 35 Private

Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 3/3/65 55 3 14

Yes $0 z_No z_F z_High School Clerical 6 Private

z_SUV $5,300 1

1 Highly Urban/ Urban

0

55 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

55 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 55 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 55 1 11

No

Yes M Masters 46 Commercial

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

0

55 1 12

No

Yes M z_High School z_Blue Collar 35 Commercial

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

0

55 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 55 3 12

No

Yes M

0 2/23/65 55 1 10

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

55 3 14

No

Yes z_F Bachelors Clerical 24 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

55 1 12

No

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

0

55 3 11

No

Yes M Masters Manager 54 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0

55 1 12

No

Yes z_F Bachelors Clerical 35 Commercial

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

0

55 1 15

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

1 $0 5 Highly Urban/ Urban

0

55 0 7

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

2

1 Highly Urban/ Urban

0

55 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

55 1 9

Yes

z_No z_F Bachelors Manager 12 Private $29,980 Pickup

2 $0 1 Highly Urban/ Urban

0 1/26/65 55 2 9

Yes $0 z_No z_F Bachelors Manager 38 Private

Pickup

1 $0 Highly Urban/ Urban

0 1/21/65 55 3 14

No

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

1 Highly Urban/ Urban

0

55 3 14

No

Yes z_F Bachelors z_Blue Collar 30 Commercial

Sports Car

3 $0 11 Highly Urban/ Urban

0 1/12/65 55 1 10

Yes

z_No z_F Bachelors Manager 32 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/12/65 55 4 15

No Yes M Bachelors Student 45 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

55 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

55 1 14

No

Yes z_F Bachelors z_Blue Collar 65 Commercial

Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/7/65 55 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 55 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 55 1 12

No

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

0

55 1 12

No

Yes M

0 12/30/64 55 1 10

No

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

0

55 1 10

No

Yes M

Pickup

2 $0 1 Highly Urban/ Urban

0

55 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 55 3 15

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

55 1 10

No

Yes z_F PhD Doctor 21 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

55 1 12

No

Yes z_F z_High School z_Blue Collar 14 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

55 4 14

Yes $0 z_No z_F Bachelors z_Blue Collar 56 Commercial

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

55 1 0 $0 Yes $0 z_No M z_High School Student 32 Commercial $11,910 Pickup

3

1 Highly Urban/ Urban

0

55 1 12

No

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

0

55 2 11

Yes $0 z_No z_F z_High School Student 55 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

55 4 16

No

Yes z_F z_High School Clerical 35 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

55 3

Yes $0 z_No z_F Bachelors Professional 56 Private

z_SUV $0 0 $0 z_Highly Rural/ Rural

0

55 2 12

Yes

z_No z_F z_High School z_Blue Collar 41 Commercial

z_SUV

1

6 Highly Urban/ Urban

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

2

6 Highly Urban/ Urban

0

55 1 7

Yes

z_No z_F z_High School Clerical 61 Private

Minivan

5 $0 9 Highly Urban/ Urban

0 12/2/64 55 2 10

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

2 $0 1 Highly Urban/ Urban

0

55 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 55 2 11

Yes $0 z_No M Bachelors z_Blue Collar 38 Commercial

Minivan

4 $0 9 Highly Urban/ Urban

0

55 0 10

No $0 z_No z_F Bachelors Clerical 34 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

55 4 13

No

Yes z_F z_High School z_Blue Collar 34 Commercial

z_SUV

4

1 Highly Urban/ Urban

0

55 3 7

No $0 Yes z_F

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

55 2 0 $0 No

Yes z_F $10,139

1 $0 1 Highly Urban/ Urban

0 11/12/64 55 0 12

No

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

3 $0 9 Highly Urban/ Urban

0

55 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 55 2 10

No

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

2

10 Highly Urban/ Urban

0 11/11/64 55 2 10 $71,827 No $193,298 Yes M z_High School z_Blue Collar 46 Commercial

Van

1

10 Highly Urban/ Urban

0

55 1 12

No

Yes M Masters Professional 28 Private $6,050 Pickup

1

17 Highly Urban/ Urban

0

55 2 14

No

Yes z_F z_High School Clerical 43 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

55 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 55 4 14 No

Yes z_F PhD Doctor 52 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0

55 0 0 $0 No $0 z_No M z_High School Student 34 Private $9,240 Pickup

2 $0 1 Highly Urban/ Urban

0

55 0

No

Yes M PhD 6 Commercial

Van $0 0 $0 13 Highly Urban/ Urban

0

55 0 11

No Yes z_F Masters Lawyer 41 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

55 0 7

No $0 Yes M Bachelors Student 22 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0

55 3 12

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

Highly Urban/ Urban

0 10/23/64 55 2 8

No

Yes M z_High School Professional 45 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0

55 0 12

No $0 z_No z_F Bachelors z_Blue Collar 57 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0

55 2 12

Yes $0 z_No M z_High School Clerical 48 Private

Pickup

2

1 Highly Urban/ Urban

0 10/21/64 55 3 15

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

1

13 Highly Urban/ Urban

0

55 0 0 $0 No $0 Yes z_F

0

55 0 10

No $0 Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0 10/16/64 55 0 10

No $0 z_No M Bachelors Clerical 10 Commercial

Pickup

1

11 Highly Urban/ Urban

0

55 2 10 $17,493 Yes

z_No z_F $5,658

3

1 Highly Urban/ Urban

0 10/15/64 55 0 13

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

3 $5,440 7 Highly Urban/ Urban

0

55 0 10

No $0 z_No z_F Masters 32 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

55 0 10

No

z_No M z_High School z_Blue Collar 18 Commercial

Panel Truck $0 0

11 Highly Urban/ Urban

0 10/6/64 55 0 10

No

Yes M $6,950

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

0

55 2 14

No

Yes z_F Bachelors z_Blue Collar 11 Commercial

z_SUV

2 $0 11 Highly Urban/ Urban

0

55 0 8

No $0 z_No z_F Bachelors z_Blue Collar 46 Commercial

z_SUV

2

5 Highly Urban/ Urban

0

55 1 11

Yes

z_No M Masters Professional 60 Commercial

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

0 10/2/64 55 1 12

No

Yes z_F Bachelors Manager 18 Private

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

0

55 0

No

Yes z_F Bachelors Professional 36 Private

z_SUV $0 0

7 Highly Urban/ Urban

0 9/29/64 55 0 $149,937 No $404,842 Yes z_F Bachelors Professional 36 Private

Van

2 $0 7 Highly Urban/ Urban

0

55 0 7

No

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

2

1 Highly Urban/ Urban

0

55 0 8

No

z_No z_F

0

55 2 17

No

Yes z_F Bachelors z_Blue Collar 60 Commercial

Minivan $0 0

13 Highly Urban/ Urban

0

55 0 7

No

z_No M z_High School z_Blue Collar 35 Commercial

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

0

55 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

55 2 15

No

Yes z_F

z_SUV

3 $0 1 Highly Urban/ Urban

0

55 1 15

No

Yes M Bachelors Manager 49 Commercial $16,670 Van

1 $0 1 Highly Urban/ Urban

0

55 0 5

No

z_No M Masters Professional 29 Private $11,040 Minivan

2 $0 9 Highly Urban/ Urban

0 9/10/64 55 0 0 $0 No $0 z_No z_F Bachelors Student 8 Commercial

z_SUV

3 $0 8 Highly Urban/ Urban

0 9/10/64 55 0 0 $0 No

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

3 $0 9 z_Highly Rural/ Rural

0

55 0 10

No $0 z_No M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

55 0 4

No

z_No z_F Masters Lawyer 16 Private

Sports Car

1 $0 18 Highly Urban/ Urban

0 9/7/64 55 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 55 2 14

No

Yes z_F Bachelors Home Maker 29 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 9/7/64 55 0 15

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

55 0

No $0 z_No z_F

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

0 8/27/64 55 1 12

No

Yes z_F z_High School Clerical 52 Private

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

55 2 15 $45,893 No

Yes z_F

z_SUV $0 0 $0 z_Highly Rural/ Rural

0 8/25/64 55 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 55 2 12

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

1 $0 18 Highly Urban/ Urban

0

55 2 9

No

Yes z_F PhD Manager 30 Private

Pickup $0 0 $0 17 Highly Urban/ Urban

0 8/23/64 55 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 55 3 9

Yes $0 z_No M Masters Professional 69 Commercial

Panel Truck $0 0

16 Highly Urban/ Urban

0

55 2 0 $0 Yes $0 z_No z_F

z_SUV

2

1 Highly Urban/ Urban

0

55 2 7

Yes

z_No z_F

Pickup

1 $0 5 Highly Urban/ Urban

0

55 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

55 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

55 2 9

Yes $0 z_No M Bachelors Professional 27 Commercial

Panel Truck $0 0

9 Highly Urban/ Urban

0

55 2 10

Yes $0 z_No z_F Bachelors Student 38 Commercial

z_SUV

1 $0 9 Highly Urban/ Urban

2

55 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 55 1 13

Yes $0 z_No z_F z_High School Clerical 10 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

55 1 9

Yes $0 z_No M

Panel Truck

2 $0 5 Highly Urban/ Urban

0 8/12/64 55 1 10

No

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

0

55 0 11

No

z_No z_F Bachelors Manager 66 Private

Pickup $0 0 $0 19 Highly Urban/ Urban

0

55 2 10

No

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

0

55 0 12

No

Yes z_F z_High School Clerical 72 Private

z_SUV $0 0 $0 z_Highly Rural/ Rural

0

55 3 12

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

2 $0 1 z_Highly Rural/ Rural

0

56 1 12

No $0 Yes z_F z_High School Student 13 Commercial

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

0

56 0 11

No

Yes z_F z_High School Home Maker 35 Private

Sports Car

2 $0 1 Highly Urban/ Urban

0

56 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 56 0 9

No

z_No z_F z_High School Clerical 14 Private

z_SUV

2

8 Highly Urban/ Urban

0

56 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

56 0 13

No

Yes M Bachelors Professional 24 Private

Minivan

4 $0 8 Highly Urban/ Urban

0

56 0 12

No

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

0

56 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

56 0 9

No $0 z_No z_F z_High School Clerical 45 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

56 3 14

No

Yes z_F Masters Lawyer 10 Private $7,180 z_SUV

1 $0 13 Highly Urban/ Urban

0

56 0 6

No $0 z_No M Bachelors z_Blue Collar 18 Commercial

Panel Truck

2

7 Highly Urban/ Urban

0

56 0 9

No $0 z_No M Masters Professional 33 Commercial

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

0

56 0 6 No

Yes z_F z_High School Clerical 41 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

56 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

56 0 13

No Yes z_F

z_SUV

2 $0 6 z_Highly Rural/ Rural

0 6/30/64 56 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 56 1 12

Yes

z_No z_F z_High School Clerical 47 Private

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

56 1 13

Yes $0 z_No M PhD Doctor 31 Private

Van

2

13 Highly Urban/ Urban

0 6/27/64 56 2 13

No Yes M Bachelors Professional 26 Private

Pickup

2 $0 11 Highly Urban/ Urban

0 6/27/64 56 0 8

No

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

Highly Urban/ Urban

0

56 2 14

Yes $0 z_No z_F PhD Manager 36 Private

z_SUV $0 0

14 Highly Urban/ Urban

0

56 2 0 $0 No $0 Yes z_F Bachelors Student 5 Commercial

z_SUV

2

5 Highly Urban/ Urban

0 6/24/64 56 3 11

No

Yes z_F Bachelors Professional 71 Private

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

56 3 4

Yes

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

0

56 2 0 $0 No $0 Yes z_F $4,810

z_SUV $0 0 $0 6 Highly Urban/ Urban

0 6/22/64 56 3 11

Yes

z_No z_F Bachelors z_Blue Collar 55 Commercial

Minivan $0 0 $0 10 Highly Urban/ Urban

0

56 2 15

No Yes M z_High School Clerical 41 Private

Pickup

3

7 Highly Urban/ Urban

0

56 1 0 $0 No

Yes z_F

Sports Car

1

7 Highly Urban/ Urban

0

56 0 9

No

z_No z_F PhD Lawyer 45 Private

Minivan

4 $0 10 Highly Urban/ Urban

0

56 0 10

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

2

9 Highly Urban/ Urban

0

56 2 14

No

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

0 6/10/64 56 1 14 $22,500 No

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

0

56 0

No

Yes z_F z_High School Professional 14 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

56 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

56 0 12

No

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

0 5/31/64 56 0 12 $101,956 No $284,104 Yes z_F Bachelors z_Blue Collar 45 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

56 0 10

No

,156

Yes M z_High School Clerical 5 Commercial

z_SUV

1 $0 1 z_Highly Rural/ Rural

0

56 3 13

No

Yes z_F

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 5/29/64 56 3 13 $64,872 No $187,354 Yes z_F

z_SUV

1 $0 8 Highly Urban/ Urban

0

56 0 11

No

z_No z_F Masters Manager 38 Private

z_SUV $0 0

4 Highly Urban/ Urban

0

56 2 11

No

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

2

1 Highly Urban/ Urban

0

56 0 9

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

2

1 Highly Urban/ Urban

0 5/20/64 56 0 12

No

Yes z_F Bachelors Manager 40 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

56 3 8 No

Yes M

Panel Truck $0 0

1 Highly Urban/ Urban

0 5/19/64 56 0 4

No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial

z_SUV

2 $0 12 Highly Urban/ Urban

0

56 2 14

No

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

1

7 Highly Urban/ Urban

0 5/17/64 56 2 14 $29,250 No $159,239 Yes z_F z_High School z_Blue Collar 45 Commercial

Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/17/64 56 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 56 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 56 0 8

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

4 $0 1 Highly Urban/ Urban

0

56 0 10

No

Yes M Bachelors Clerical 21 Commercial $6,410 Pickup

3 $0 12 Highly Urban/ Urban

0

56 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 56 0 No

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

0 5/13/64 56 0 0 $0 No $0 Yes M Bachelors Student 30 Commercial $5,000 Pickup $0 0

10 Highly Urban/ Urban

0

56 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 56 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

56 2 12

No

Yes M z_High School Clerical 54 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

56 0 9

No

Yes z_F Masters 24 Commercial

Pickup $0 0 $0 10 Highly Urban/ Urban

0 5/2/64 56 2 12

Yes $0 z_No z_F

z_SUV $778 2 $0 6 Highly Urban/ Urban

0

56 2 15

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

3 $0 9 Highly Urban/ Urban

0

56 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 56 0 10

No

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

0

56 2 12

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

2 $0 10 Highly Urban/ Urban

0

56 2 6

No

Yes z_F

0 4/27/64 56 0 10

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

0

56 2 12

Yes

z_No M z_High School Professional 18 Private

Pickup

2 $0 1 Highly Urban/ Urban

0

56 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

56 0 9

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

2

56 2 11

No

Yes M z_High School Clerical 18 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 4/16/64 56 0 11

No

Yes z_F

Van $0 0

1 Highly Urban/ Urban

0

56 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 56 2 13

No

Yes z_F Bachelors z_Blue Collar 20 Commercial

z_SUV

3 $0 7 Highly Urban/ Urban

0 4/13/64 56 0 10

No

Yes z_F Masters Lawyer 34 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0

56 3 14

No

Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

56 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

56 0 12

No $0 z_No M z_High School z_Blue Collar 33 Private

Pickup $0 0

1 Highly Urban/ Urban

0

56 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

56 3 15

No

Yes M z_High School Clerical 36 Private

Pickup $0 0

6 Highly Urban/ Urban

0 4/7/64 56 0 5

No $0 z_No M z_High School Clerical 36 Private

Minivan $0 0

1 Highly Urban/ Urban

0

56 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 56 0 10

No $0 z_No M z_High School Professional 35 Private

Pickup

2 $0 8 Highly Urban/ Urban

0 4/5/64 56 1 8

Yes $0 z_No z_F z_High School Professional 19 Commercial

Pickup $4,575 3

1 Highly Urban/ Urban

0

56 3 13

Yes

z_No M Bachelors Clerical 5 Commercial

Pickup

2

12 Highly Urban/ Urban

0

56 0 5

No

Yes z_F Bachelors Clerical 45 Private

Sports Car

1

15 Highly Urban/ Urban

0

56 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 56 0 10

No $0 z_No z_F Bachelors z_Blue Collar 39 Commercial

Minivan

1

12 Highly Urban/ Urban

0

56 2 11

Yes

z_No z_F Bachelors Manager 36 Commercial

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

1

56 1 No

Yes z_F Bachelors Professional 11 Private $15,480 z_SUV

1 $0 12 z_Highly Rural/ Rural

0 3/22/64 56 0 9

No $0 z_No M Masters Professional 36 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

56 1 6

No

Yes M

Minivan $6,890 3

1 Highly Urban/ Urban

0

56 1

No

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

0

56 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 56 2 13

No

Yes z_F z_High School z_Blue Collar 50 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0

56 0 7

No $0 z_No M Bachelors z_Blue Collar 88 Commercial

Minivan $0 0

12 z_Highly Rural/ Rural

0

56 0 11

No $0 z_No z_F Bachelors z_Blue Collar 14 Commercial

z_SUV

2

1 Highly Urban/ Urban

0 3/12/64 56 4 14

Yes

z_No z_F

0

56 1 12

No

Yes M z_High School Manager 5 Commercial

Pickup

3 $0 1 Highly Urban/ Urban

0

56 0 10

No $0 z_No M

Van $0 0 $0 6 Highly Urban/ Urban

0

56 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 56 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

56 1 10

No

Yes z_F z_High School Clerical 5 Private

z_SUV

2 $0 10 Highly Urban/ Urban

0 3/5/64 56 1 12

No

Yes z_F

2 $0 4 Highly Urban/ Urban

0 3/5/64 56 1 0 $0 No

Yes z_F z_High School Home Maker 44 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

56 2 14

No

Yes z_F

0

56 0 9

No $0 z_No z_F Masters Lawyer 32 Private

z_SUV $0 0

17 Highly Urban/ Urban

0

56 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 56 2 16

No

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

3

1 Highly Urban/ Urban

0 2/27/64 56 1 11

Yes

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

0

56 0 13

No $0 z_No M

Van

1

1 Highly Urban/ Urban

0

56 2 14

No

Yes z_F Bachelors Professional 45 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0 2/20/64 56 2

Yes $0 z_No M Bachelors Manager 39 Private

Minivan $0 0

9 Highly Urban/ Urban

0 2/18/64 56 2 12 Yes $0 z_No z_F

z_SUV $0 0

4 Highly Urban/ Urban

0 2/18/64 56 0 13

No $0 z_No M z_High School Student 50 Commercial

Pickup $0 0

9 Highly Urban/ Urban

0

56 2 13

No

Yes M

Pickup $2,569 2

1 Highly Urban/ Urban

0

56 0 11

No $0 z_No z_F Bachelors Professional 54 Commercial

Van $0 0 $0 6 z_Highly Rural/ Rural

0

56 2 14

No

Yes M z_High School Clerical 52 Private

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

0 2/10/64 56 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 56 0 8 $33,522 No

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

0

56 0 8

No $0 z_No M z_High School Professional 40 Private

Pickup $0 0 $0 12 Highly Urban/ Urban

0 2/2/64 56 0 7

No $0 z_No z_F z_High School Clerical 35 Private

z_SUV

1 $0 6 Highly Urban/ Urban

0 2/2/64 56 2 12

Yes $0 z_No z_F Bachelors Professional 43 Private

Minivan

1

9 Highly Urban/ Urban

0

56 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 56 3 14

Yes

z_No M

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

0 2/1/64 56 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

56 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 56 0 9

No

z_No z_F

z_SUV

1

6 Highly Urban/ Urban

0

56 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 56 3 12 $16,920 No $0 Yes z_F z_High School Student 33 Private

z_SUV

3 $0 6 Highly Urban/ Urban

0

56 1 9

Yes $0 z_No M z_High School z_Blue Collar 34 Commercial

Minivan $0 0

4 Highly Urban/ Urban

0 1/22/64 56 2 12

Yes $0 z_No z_F

z_SUV

3

1 Highly Urban/ Urban

0 1/21/64 56 3 13

No Yes z_F z_High School Student 36 Commercial

z_SUV

1 $0 6 Highly Urban/ Urban

0 1/21/64 56 2 14 $4,290 No $0 Yes M

0

56 0 10

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

3

13 Highly Urban/ Urban

0 1/17/64 56 0 10

No

z_No M

0

56 1 12

No

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

14 Highly Urban/ Urban

0 1/16/64 56 2 7

No

Yes z_F z_High School Clerical 19 Private

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

0

56 2 14

No

Yes z_F Bachelors Manager 35 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/15/64 56 0 11

No Yes M Bachelors Professional 30 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

56 3 15

No

Yes M

0 1/12/64 56 0 8

No

Yes z_F

0 1/12/64 56 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 56 2 7

No

Yes z_F z_High School z_Blue Collar 46 Commercial

z_SUV

1 $4,174 4 Highly Urban/ Urban

0

56 0 13

No $0 Yes z_F Bachelors Student 31 Commercial

z_SUV

1 $0 8 Highly Urban/ Urban

0

56 0 12

No

Yes z_F Bachelors Manager 7 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/6/64 56 1 0 $0 No $0 Yes z_F z_High School Student 53 Private $11,630 z_SUV

2

1 Highly Urban/ Urban

0

56 1 12

Yes $0 z_No M Masters 17 Commercial

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

0

56 0 10

No

Yes M PhD Doctor 36 Private

Minivan

2 $0 12 Highly Urban/ Urban

0

56 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

56 2 10

No

Yes z_F Masters 57 Commercial

Pickup

3 $0 16 Highly Urban/ Urban

0

56 0 14 No

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

0

56 0 9

No $0 z_No z_F

z_SUV $0 0 $0 4 Highly Urban/ Urban

0

56 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

56 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 56 0 10

No

Yes z_F

z_SUV $0 0

1 Highly Urban/ Urban

0 12/15/63 56 0 7 $64,890 No $0 z_No z_F Bachelors Manager 36 Private $7,990 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

56 2 10

Yes

z_No z_F Bachelors z_Blue Collar 40 Commercial

z_SUV

2 $6,755 15 Highly Urban/ Urban

0

56 0 12 No

z_No M PhD Manager 61 Private

Minivan

3

Highly Urban/ Urban

0

56 0 10

No

Yes z_F Masters Lawyer 57 Private $23,610 z_SUV

3 $4,363 16 Highly Urban/ Urban

0

56 0 8

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

0

56 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

56 4 6

Yes

z_No z_F Bachelors z_Blue Collar 27 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

56 2 14

No

Yes M Bachelors Professional 13 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0 12/4/63 56 0 12

No

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

0

56 0 9

No

Yes z_F z_High School z_Blue Collar 47 Commercial

Minivan $0 0

5 Highly Urban/ Urban

0

56 0 12

No

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

0

56 2 14

Yes

z_No z_F PhD Lawyer 54 Private

Minivan

2

16 Highly Urban/ Urban

0

56 0 11 No $0 z_No M Masters Manager 50 Commercial

Van

2 $0 17 Highly Urban/ Urban

0

56 1 12

No

Yes M Bachelors Manager 7 Commercial

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

0

56 2 15

No

Yes z_F Masters Lawyer 22 Private

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

0 11/27/63 56 0 9

No

z_No M Masters 16 Commercial

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

0 11/27/63 56 2 $43,196 No $166,154 Yes z_F Masters Lawyer 22 Private $5,000 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 11/27/63 56 0 7

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

2

7 Highly Urban/ Urban

0

56 3 0 Yes $0 z_No M

2 $0 Highly Urban/ Urban

0 11/26/63 56 3 0 Yes $0 z_No M

1

56 2 5

Yes

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

0 11/18/63 56 3 15 $31,407 Yes

z_No z_F $4,760

Highly Urban/ Urban

0

56 0 11

No

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

1 $0 13 Highly Urban/ Urban

0

56 0 10

No

z_No M Masters 43 Commercial $34,700 Panel Truck

2 $0 13 Highly Urban/ Urban

0

56 0 11

No

Yes z_F

0

56 0 11

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

1 11/9/63 56 2 12

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

2

19 Highly Urban/ Urban

0

56 0 9

No $0 z_No z_F PhD Doctor 51 Private

z_SUV

1 $0 Highly Urban/ Urban

0

56 3 15

Yes

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

0

56 1 10

Yes

z_No z_F Bachelors Clerical 45 Private

z_SUV $0 0

12 Highly Urban/ Urban

0

56 2 11

Yes $0 z_No z_F

0

56 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 56 0 12

No Yes M PhD 49 Commercial $18,480 Van

1 $0 18 Highly Urban/ Urban

0 10/30/63 56 0 12 $48,509 No Yes M PhD 49 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

1

56 2 14

No

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

3

1 Highly Urban/ Urban

1 10/28/63 56 2 14 $20,926 No $122,046 Yes M z_High School Clerical 23 Private

Pickup

1 $0 1 Highly Urban/ Urban

0 10/28/63 56 0 13 No

Yes M z_High School Clerical 13 Private

Minivan

2 $0 1 Highly Urban/ Urban

0

56 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 56 2 12

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

2 $0 1 Highly Urban/ Urban

0 10/27/63 56 2 12 $115,701 Yes $0 z_No M Bachelors Manager 37 Commercial

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

0

56 1 No

Yes z_F

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

56 2 8

Yes

z_No M z_High School Manager 5 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

1

56 2 6

Yes

z_No z_F

0

56 0 7

No

Yes z_F Bachelors Professional 55 Private $14,960 Minivan

3 $0 4 Highly Urban/ Urban

0

56 3 11

Yes

z_No M Masters 37 Commercial

Panel Truck

1

20 Highly Urban/ Urban

0 10/17/63 56 3 11 $49,703 Yes $253,132 z_No M Masters 37 Private

Pickup $0 0 $0 Highly Urban/ Urban

0

56 0 11

No

Yes M Bachelors z_Blue Collar 9 Commercial

Minivan

4 $0 15 Highly Urban/ Urban

0

56 0 9

No

Yes M

Minivan

2 $0 6 Highly Urban/ Urban

0 10/13/63 56 0 9

No

Yes M PhD Doctor 51 Private

Minivan

3 $0 14 Highly Urban/ Urban

1 10/13/63 56 2 0 $0 No $0 Yes M z_High School Student 21 Commercial $12,360 Minivan

2 $0 1 z_Highly Rural/ Rural

0

56 0 5

No $0 z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0

56 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

56 0 11 No

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

2

56 3 0 $0 Yes $0 z_No M

2

8 Highly Urban/ Urban

1

56 3 0 $0 Yes $0 z_No M Bachelors Student 8 Private $1,500 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

56 0 13

No

,149

Yes z_F Bachelors Clerical 25 Private

Minivan $0 0 $0 14 z_Highly Rural/ Rural

1

56 1 13

No

Yes z_F z_High School z_Blue Collar 40 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

1

56 2 0 $0 Yes $0 z_No z_F

Minivan

3 $0 4 z_Highly Rural/ Rural

2

56 2 14

No

Yes z_F

0

56 2 13

Yes

z_No z_F Bachelors Professional 10 Private

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

0

56 0 9

No

z_No z_F Bachelors z_Blue Collar 31 Private

z_SUV

3

3 Highly Urban/ Urban

2 9/19/63 56 2 9

Yes

z_No M Masters Lawyer 16 Private

Van

2 $0 Highly Urban/ Urban

1

56 2 12

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

2

5 Highly Urban/ Urban

0

56 0 13

No

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

2

7 Highly Urban/ Urban

0 9/17/63 56 0 11 No $0 z_No z_F z_High School Home Maker 35 Private $13,980 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

56 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

56 1 9 $72,167 Yes $0 z_No M Bachelors Professional 24 Commercial

Van

2

14 Highly Urban/ Urban

0 9/14/63 56 1 9 $72,167 Yes $0 z_No M Bachelors Professional 24 Commercial $8,720 Pickup

3

14 Highly Urban/ Urban

1 9/14/63 56 4 13

No

Yes M $3,719

1

8 Highly Urban/ Urban

0

56 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 56 0 8

No

z_No M Masters Lawyer 60 Private

Minivan

3 $0 9 Highly Urban/ Urban

0 9/13/63 56 0 12

No

Yes M Bachelors Professional 31 Private

Minivan

3 $0 11 Highly Urban/ Urban

0

56 0 9

No

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

0

56 0 10

No $0 z_No M

1 Highly Urban/ Urban

0

56 0 9

No

z_No M z_High School z_Blue Collar 10 Commercial

Minivan

1 $0 1 Highly Urban/ Urban

0

56 2 14 $70 Yes z_No M z_High School Student 35 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0

56 0

No

Yes z_F $49,011

2 $0 1 Highly Urban/ Urban

1

56 3 14

No

Yes z_F

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

56 2 12

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

2

8 Highly Urban/ Urban

0

56 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 56 0 7 No

Yes z_F Masters Professional 5 Private

z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 8/29/63 56 0 11

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

10 z_Highly Rural/ Rural

0

56 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

0 8/28/63 56 1 12

No

Yes z_F $7,194

2 $0 3 z_Highly Rural/ Rural

0 8/28/63 56 1 10

Yes z_No z_F Bachelors Professional 55 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

1 8/28/63 56 1 12 $19,217 No $120,635 Yes z_F

Minivan $0 0 $0 3 z_Highly Rural/ Rural

0

56 2 13

No

Yes z_F

0 8/26/63 56 1 $28,162 Yes

z_No z_F PhD Manager 8 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

56 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

56 2 14

No

Yes M Masters 60 Commercial

Panel Truck

1 $0 19 Highly Urban/ Urban

0

56 0 10

No

z_No z_F Masters 37 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

56 0 11

No

Yes M Masters 30 Commercial

Panel Truck

3 $0 20 Highly Urban/ Urban

1 8/21/63 56 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

56 2 12

Yes $0 z_No z_F z_High School Clerical 38 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

56 2 13

Yes z_No M z_High School Clerical 17 Private

Pickup

2 $0 1 Highly Urban/ Urban

2

56 3 13

No

Yes z_F

Pickup

3

8 Highly Urban/ Urban

0

56 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

56 0 10

No

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

1

Highly Urban/ Urban

0

56 0 12

No

Yes z_F z_High School Clerical 23 Private

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

0

56 2 10

No

Yes M $7,098

3

7 z_Highly Rural/ Rural

0

56 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

56 2 0 $0 Yes z_No M Bachelors Student 65 Commercial $16,450 Van

2 $0 10 z_Highly Rural/ Rural

1

56 1 12

Yes $0 z_No z_F Masters Manager 26 Private

z_SUV

3 $0 14 Highly Urban/ Urban

0 8/4/63 56 0 12

No

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

2

56 2 12

Yes

,195

z_No z_F Bachelors z_Blue Collar 5 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

2 8/3/63 56 2 12 $130,540 Yes $344,195 z_No z_F Bachelors z_Blue Collar 5 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

57 0 11 No

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

2

9 Highly Urban/ Urban

1

57 1 11

No

Yes z_F Bachelors z_Blue Collar 15 Commercial

Minivan $0 0

12 Highly Urban/ Urban

1

57 2 0 $0 No $0 Yes M

Minivan $3,373 2

1 Highly Urban/ Urban

0 7/27/63 57 0 11 $158 No $0 Yes M z_High School Student 33 Commercial $10,510 Pickup

2 $3,535 12 Highly Urban/ Urban

0 7/27/63 57 0 11 $158 No $0 Yes M z_High School Student 33 Commercial

Pickup $0 0

Highly Urban/ Urban

0 7/27/63 57 0 $158 No $0 Yes M z_High School Student 33 Private $18,270 Minivan

3

Highly Urban/ Urban

1

57 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 57 2 10

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

0

57 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 57 3 0 $0 No

Yes z_F

1 Highly Urban/ Urban

1

57 2 8

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

13 Highly Urban/ Urban

1 7/23/63 57 2 8 $88,236 Yes $0 z_No z_F Bachelors Professional 20 Private $13,920 z_SUV

1

13 Highly Urban/ Urban

0

57 0 13

No

Yes M $38,892

3 $0 5 Highly Urban/ Urban

0

57 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 57 0 13

No

Yes M

Panel Truck

2

1 Highly Urban/ Urban

0

57 0 11

No

Yes z_F Bachelors Clerical 13 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 7/16/63 57 0 11 $37,869 No $160,542 Yes z_F Bachelors Clerical 13 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 7/16/63 57 0 10

No

Yes z_F PhD Manager 35 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

1

57 2 9

Yes

z_No M

0

57 0 10

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

3

57 3 14

No

Yes M

Minivan

1

7 Highly Urban/ Urban

0 7/7/63 57 3 19

No

Yes z_F z_High School z_Blue Collar 25 Commercial

z_SUV

1

1 Highly Urban/ Urban

0 7/7/63 57 3 19 $34,658 No $191,264 Yes z_F z_High School z_Blue Collar 25 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

57 0 11

No $0 z_No M

Van $0 0

1 Highly Urban/ Urban

0 7/5/63 57 0 12

No $0 z_No z_F Bachelors Manager 29 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

1

57 1 12

Yes $0 z_No M

1

57 2 16

No

Yes z_F

Sports Car

2 $316 1 Highly Urban/ Urban

0

57 0 8

No

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

0

57 3 12

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

2 $0 16 Highly Urban/ Urban

2 6/29/63 57 3 8

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

15 Highly Urban/ Urban

0

57 0 11 No $0 z_No M z_High School z_Blue Collar 48 Commercial

Van $0 0 $0 6 Highly Urban/ Urban

0

57 3 7

Yes $0 z_No z_F

z_SUV

2 $0 7 Highly Urban/ Urban

0

57 0 14

No

Yes z_F $19,385

1 $0 7 Highly Urban/ Urban

1 6/23/63 57 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

57 2 12

No

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

1 Highly Urban/ Urban

0 6/22/63 57 2 10

No

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

3 $0 7 z_Highly Rural/ Rural

0 6/22/63 57 0 10

No $0 z_No M

0

57 2 11

Yes $0 z_No M Bachelors Student 51 Commercial

Pickup $0 0

Highly Urban/ Urban

0

57 1 12 $25,081 No

Yes M $7,610

Pickup

1 $0 z_Highly Rural/ Rural

1

57 3 10

No $0 Yes z_F Bachelors Student 29 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

57 0 9

No $0 z_No z_F z_High School z_Blue Collar 21 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0 6/10/63 57 0 9 $79,801 No $0 z_No z_F z_High School z_Blue Collar 21 Commercial

Pickup $0 0

Highly Urban/ Urban

1

57 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 57 1 12

Yes

z_No M z_High School Clerical 28 Private

Van

1 $0 10 Highly Urban/ Urban

0

57 0 12

No Yes M PhD 20 Commercial $5,100 Pickup

3 $2,705 20 Highly Urban/ Urban

0

57 0 11

No

Yes M

Pickup

2

1 Highly Urban/ Urban

1 6/3/63 57 2 12

No

Yes z_F

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

0

57 0 8

No $0 z_No M Masters 44 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

1

57 2 13 No

Yes M

Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/31/63 57 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

57 3 8

No

Yes z_F z_High School Clerical 7 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0

57 0 12

No

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

1

8 Highly Urban/ Urban

0 5/28/63 57 0 11

No z_No z_F Masters Manager 43 Private

z_SUV

3

12 Highly Urban/ Urban

1

57 2 12

Yes

z_No M Bachelors z_Blue Collar 29 Commercial

Panel Truck

4 $60,847 9 Highly Urban/ Urban

0

57 0 9

No

z_No M Bachelors Professional 27 Commercial

Van $0 0 $0 7 Highly Urban/ Urban

1 5/25/63 57 3 11

No

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

0

57 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

57 1 13 No

Yes M z_High School Clerical 69 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0

57 0 8

No

Yes z_F Masters Lawyer 39 Private

Minivan

1 $0 13 Highly Urban/ Urban

2 5/20/63 57 3 0 $0 No $0 Yes M z_High School Student 13 Commercial $5,100 Pickup $0 0

1 Highly Urban/ Urban

0

57 2 14

No

Yes M Masters Lawyer 29 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 5/19/63 57 2 14 $80,765 No $191,252 Yes M Masters Lawyer 29 Private $17,630 Van

4 $0 9 Highly Urban/ Urban

0

57 2 12

Yes $0 z_No z_F

2 $8,220 1 z_Highly Rural/ Rural

1

57 2 12

No

Yes M z_High School Clerical 59 Private

Pickup $0 0

1 z_Highly Rural/ Rural

1

57 1 11 No

,754

Yes M z_High School z_Blue Collar 35 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

57 2 12

Yes $0 z_No M

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 5/9/63 57 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

57 0 7

No

z_No M

1

57 2 10

No

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

1 5/4/63 57 2 10 $32,666 No Yes M z_High School Clerical 48 Private

Minivan $0 0 $0 Highly Urban/ Urban

1

57 2 12

Yes

z_No z_F Bachelors Professional 26 Private

z_SUV

3

1 Highly Urban/ Urban

0

57 0 11

No

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

3 $0 9 Highly Urban/ Urban

0 5/2/63 57 3 14

No

Yes M Bachelors Professional 33 Private $5,100 Pickup

1 $5,396 13 Highly Urban/ Urban

0

57 3 12

Yes z_No M Bachelors z_Blue Collar 34 Commercial

Pickup $0 0

8 Highly Urban/ Urban

0 5/1/63 57 1 8

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

1

7 Highly Urban/ Urban

0

57 0 11

No $0 z_No z_F

0

57 0 8

No

z_No z_F PhD Doctor 18 Private $13,310 z_SUV

2 $0 14 Highly Urban/ Urban

0

57 0 8

No

Yes z_F PhD Doctor 31 Private

z_SUV

1 $0 10 Highly Urban/ Urban

0

57 3 14

No

Yes z_F z_High School Clerical 30 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

57 0 9

No $0 z_No M Bachelors z_Blue Collar 33 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0 4/22/63 57 0 9 $111,961 No $0 z_No M Bachelors z_Blue Collar 33 Commercial $16,300 Van

2 $0 12 Highly Urban/ Urban

0 4/22/63 57 3 0 $0 No $0 Yes z_F Bachelors Student 58 Commercial $5,100 z_SUV $0 0 $4,363 10 Highly Urban/ Urban

1 4/22/63 57 2 14 Yes $0 z_No M Masters 33 Commercial

Van

2

8 Highly Urban/ Urban

0

57 0 13

No

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

2 $0 16 Highly Urban/ Urban

0

57 3 15

No

Yes M

Minivan

2 $0 1 Highly Urban/ Urban

2 4/20/63 57 3 13

No

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

0 4/20/63 57 3 15 $7,585 No $75,925 Yes M

1 $0 Highly Urban/ Urban

0 4/20/63 57 0 12 No $0 z_No z_F Bachelors Professional 44 Private

Minivan

2

10 Highly Urban/ Urban

0

57 0 10

No

z_No z_F z_High School Clerical 34 Private

z_SUV

1

1 Highly Urban/ Urban

0

57 2 12

No

Yes z_F Bachelors Clerical 32 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 4/16/63 57 2 13

No

Yes z_F Bachelors z_Blue Collar 5 Commercial

Van

2 $0 9 Highly Urban/ Urban

0

57 2 16

No

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

3 $0 Highly Urban/ Urban

0

57 0 12

No

Yes M z_High School z_Blue Collar 33 Commercial

Pickup

2 $0 1 Highly Urban/ Urban

0

57 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 57 1 12

No

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

0

57 0 11

No

z_No M Masters Lawyer 26 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 4/6/63 57 0 0 $0 No $0 z_No z_F

2

1 Highly Urban/ Urban

0

57 0 6

No $0 Yes z_F z_High School Student 57 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

57 1 12

Yes $0 z_No z_F

1

1 Highly Urban/ Urban

1

57 2 14

No

Yes M Bachelors z_Blue Collar 22 Commercial

Pickup $0 0 $0 14 Highly Urban/ Urban

0 4/2/63 57 3 13

Yes z_No M Bachelors Clerical 38 Commercial

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

0

57 2 14

No

Yes z_F Masters Professional 28 Private

Pickup

4 $0 Highly Urban/ Urban

0 3/31/63 57 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

0

57 2

No

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

1 Highly Urban/ Urban

3

57 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 57 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 57 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 57 3

No

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

1 $0 1 Highly Urban/ Urban

0

57 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 57 3 0 $0 No $0 Yes M Bachelors Student 30 Private $5,100 Pickup $0 0 $0 7 Highly Urban/ Urban

1

57 1 5

No

Yes z_F Bachelors Professional 11 Private $21,980 Minivan

2 $0 10 Highly Urban/ Urban

0 3/23/63 57 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

0 3/23/63 57 1 5 $103,076 No $269,435 Yes z_F Bachelors Professional 32 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

57 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 57 1 6

No

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

2

1 Highly Urban/ Urban

0 3/22/63 57 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 57 3 12

Yes

z_No M z_High School z_Blue Collar 47 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

57 0 11

No

z_No M Bachelors Manager 46 Commercial

Panel Truck

2 $0 8 Highly Urban/ Urban

0

57 0 0 $0 No

z_No z_F

3

1 Highly Urban/ Urban

0 3/19/63 57 0 10

No

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

0

57 3 0 $0 No

Yes z_F

2

57 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 57 2 14

Yes $0 z_No M Bachelors Manager 44 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

1 3/15/63 57 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

57 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 57 2 13

No

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

1

57 2 13

No

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

0

57 0 7

No z_No M z_High School Clerical 36 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

57 1 0 $0 Yes z_No z_F Bachelors Student 64 Commercial

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

57 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 57 0 11

No $0 z_No M z_High School Manager 5 Private

Minivan

2

1 Highly Urban/ Urban

1

57 2 11

No

Yes z_F Masters Manager 42 Private $23,840 Minivan

2 $0 23 Highly Urban/ Urban

0 3/4/63 57 0 0 $0 No $0 Yes M Bachelors Home Maker 35 Private $1,500 z_SUV $0 0 $0 12 Highly Urban/ Urban

2 3/4/63 57 4 11

Yes $0 z_No z_F Bachelors Clerical 38 Private

z_SUV

1

9 Highly Urban/ Urban

0 3/4/63 57 0 6

No $0 z_No z_F Bachelors Home Maker 61 Private

Van $0 0 $0 8 z_Highly Rural/ Rural

0

57 1 10

No

Yes M Bachelors Professional 29 Private

Minivan

3 $0 12 Highly Urban/ Urban

0 3/3/63 57 0 11

No $0 Yes M

Pickup

1

5 Highly Urban/ Urban

2

57 2 11

No

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

0

57 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 57 2

No

Yes M Bachelors Clerical 55 Private $1,500 Minivan

4

7 Highly Urban/ Urban

2

57 3 8

No

Yes M z_High School z_Blue Collar 16 Commercial

Minivan

2

1 Highly Urban/ Urban

0 2/22/63 57 1 0 $0 Yes z_No z_F

z_SUV

1

1 Highly Urban/ Urban

0 2/22/63 57 0 11

No

Yes z_F Masters 18 Commercial

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

0

57 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

57 0 12

No

Yes M Bachelors Clerical 62 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 2/11/63 57 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 57 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 57 0 10

No

Yes M z_High School z_Blue Collar 45 Commercial

Panel Truck

2

11 Highly Urban/ Urban

0

57 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 57 4 0 $0 No $0 Yes z_F

1

57 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 57 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

57 2 0 $0 No

Yes z_F $9,895

2 $0 3 Highly Urban/ Urban

0 2/2/63 57 0 $4,885 No

Yes z_F Masters Lawyer 35 Private $7,080 z_SUV

1 $0 17 Highly Urban/ Urban

0

57 0 11

No

Yes M Masters Professional 40 Commercial

Panel Truck

3 $0 19 Highly Urban/ Urban

0 1/31/63 57 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 57 0 9

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

0 1/30/63 57 0 9 $102,382 No z_No z_F PhD Doctor 10 Private

z_SUV

4 $0 12 Highly Urban/ Urban

0 1/30/63 57 0 9

No $0 z_No M

3

1 Highly Urban/ Urban

0 1/28/63 57 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 57 3 11

Yes

z_No M Bachelors Professional 48 Private $5,100 Minivan

3 $0 11 Highly Urban/ Urban

2

57 4 8

No

Yes z_F Bachelors z_Blue Collar 17 Commercial

z_SUV

3 $0 7 Highly Urban/ Urban

0

57 4 14

No

Yes z_F

2

57 3 6

No

Yes M

1

57 2

Yes $198,173 z_No M Bachelors Clerical 10 Commercial $9,970 Pickup $0 0 $0 7 Highly Urban/ Urban

0 1/22/63 57 1 13

No

Yes M

Minivan $0 0 $0 6 z_Highly Rural/ Rural

1

57 2 0 $0 No $0 Yes z_F

1

57 1 8

Yes $0 z_No z_F Masters Lawyer 46 Private

Pickup

1

17 Highly Urban/ Urban

0 1/14/63 57 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 57 0 0 $0 No $0 z_No z_F Bachelors Student 38 Commercial $16,280 Minivan

3

11 Highly Urban/ Urban

0

57 0 3

No

Yes M

0 1/13/63 57 0 3 $17,884 No $114,530 Yes M

0 1/11/63 57 0 11

No $0 z_No z_F $18,331

1 $0 5 z_Highly Rural/ Rural

0 1/7/63 57 0 15

No

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

0

57 0 11

No

Yes M Masters Professional 24 Private

Minivan

3 $0 17 Highly Urban/ Urban

0

57 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 57 0 8

No

Yes M Bachelors Clerical 44 Commercial $7,290 Pickup

2 $0 1 Highly Urban/ Urban

0 1/2/63 57 0 12

No

Yes z_F Masters Lawyer 27 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

0 1/1/63 57 0 8

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

1 Highly Urban/ Urban

1

57 2 12

Yes $0 z_No z_F Masters Lawyer 5 Private

Pickup $0 0 $0 13 Highly Urban/ Urban

0

57 0 13

No

,586

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

0 12/30/62 57 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

57 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

57 0 8

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

11 Highly Urban/ Urban

0

57 2 0 $0 No $0 Yes z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

57 0 9

No $0 z_No z_F Masters Lawyer 43 Private

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

0

57 0 9

No

Yes z_F Bachelors Home Maker 11 Private

z_SUV

2 $0 7 Highly Urban/ Urban

0

57 2 12

No

Yes z_F z_High School z_Blue Collar 33 Commercial

Sports Car

2

1 Highly Urban/ Urban

0

57 0 9

No $0 z_No z_F z_High School z_Blue Collar 26 Commercial

Minivan $0 0

1 Highly Urban/ Urban

1

57 2 11

No

Yes M PhD Manager 26 Private $21,180 Van

2 $0 Highly Urban/ Urban

0

57 0 7

No z_No z_F

7 Highly Urban/ Urban

0

57 0 10

No

Yes M z_High School Student 24 Commercial

Pickup $0 0

1 z_Highly Rural/ Rural

3

57 3 10

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

7 Highly Urban/ Urban

2

57 3 9

Yes $0 z_No z_F

1 Highly Urban/ Urban

0

57 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 57 3 12

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

z_Highly Rural/ Rural

0

57 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 57 2 14

No

Yes M Masters 27 Commercial

Pickup

2 $0 13 Highly Urban/ Urban

1

57 2 10

No $0 Yes z_F

0

57 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 57 0 13

No

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

0

57 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

57 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 57 2

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

2

57 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

57 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

57 3 0 $0 No Yes z_F

Pickup

3

1 Highly Urban/ Urban

0 11/27/62 57 0 0 $0 No

Yes z_F z_High School Home Maker 34 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

57 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 57 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 57 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 57 2 9

Yes

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

2

57 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

57 0 8

No $0 Yes z_F z_High School Student 46 Private

Minivan $0 0 $0 4 z_Highly Rural/ Rural

0

57 0 10

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

2

3 Highly Urban/ Urban

0

57 0 12

No Yes M Masters 42 Commercial

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

0

57 0 11

No

Yes M Masters Manager 13 Commercial

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

0 11/18/62 57 0 12 No z_No M Bachelors Professional 27 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

57 0 $0 No

Yes z_F

3

Highly Urban/ Urban

0

57 0 9

No $0 z_No M Masters 45 Commercial

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

1

57 3 10

No

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

0

57 0 9

No

Yes M z_High School Manager 32 Private

Van $0 0 $0 5 Highly Urban/ Urban

0 11/8/62 57 0 12

No Yes M Masters 30 Private

Van $0 0 $0 11 Highly Urban/ Urban

0 11/8/62 57 0 6

No

Yes M $5,072

5 Highly Urban/ Urban

1

57 2 0 $0 No

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

0

57 3 15

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

1 Highly Urban/ Urban

0

57 0 0 $0 No $0 Yes M

1 Highly Urban/ Urban

0

57 2 15

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

3

11 Highly Urban/ Urban

1

57 2 14

No

Yes z_F

2 10/27/62 57 2 9

No

Yes M

2 10/27/62 57 2 9 $20,050 No $89,548 Yes M

Pickup $0 0 $0 z_Highly Rural/ Rural

0

57 0 0 $0 No z_No M Bachelors Student 10 Commercial

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

57 1 14

No

Yes z_F Bachelors Professional 11 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

1

57 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 57 0 12

No $0 z_No z_F z_High School z_Blue Collar 31 Commercial

Minivan $0 0

9 Highly Urban/ Urban

0

57 0 10 No $0 z_No M z_High School z_Blue Collar 21 Commercial $8,360 Pickup

2

11 Highly Urban/ Urban

1

57 2 14

No

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

0

57 1 9

Yes $0 z_No z_F PhD Lawyer 40 Private

Pickup $0 0 $0 22 Highly Urban/ Urban

2 10/16/62 57 2 10

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

1 10/16/62 57 2 0 $0 Yes $0 z_No M Bachelors Student 33 Commercial

Pickup $0 0 $0 11 Highly Urban/ Urban

1

57 2 14

No

Yes M

3 $0 1 Highly Urban/ Urban

0 10/14/62 57 1 14

No Yes z_F

z_SUV

3 $0 6 Highly Urban/ Urban

0

57 0 13

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

4

11 Highly Urban/ Urban

0

57 0 12

No

z_No M

1

1 Highly Urban/ Urban

0

57 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

57 2 10

No

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

0

57 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

57 1 11

Yes

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

3

10 Highly Urban/ Urban

0 10/5/62 57 1 11 $73,941 Yes $265,035 z_No z_F Bachelors Manager 6 Private $12,680 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

57 0 12

No

Yes M Bachelors z_Blue Collar 14 Commercial

Van $0 0 $0 Highly Urban/ Urban

1

57 3 9

Yes

z_No z_F

1 9/27/62 57 1 12

Yes $0 z_No z_F PhD Manager 34 Private

Pickup $0 0

Highly Urban/ Urban

0

57 0 11

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

1 $0 6 Highly Urban/ Urban

0

57 1 12 $5,678 Yes $0 z_No z_F $2,070

z_SUV

2 $3,327 1 Highly Urban/ Urban

0

57 0 11

No

z_No z_F $4,813

7 Highly Urban/ Urban

0

57 0 14

No

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

14 Highly Urban/ Urban

0

57 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 57 0

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

1

14 Highly Urban/ Urban

0 9/17/62 57 2 12

No

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

1 Highly Urban/ Urban

0

57 2 14

No $0 Yes z_F $7,783

7 z_Highly Rural/ Rural

0

57 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

57 3 6

Yes z_No z_F $3,514

5 Highly Urban/ Urban

1 9/14/62 57 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

57 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 57 0 12

No

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

12 Highly Urban/ Urban

1 9/13/62 57 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

57 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 57 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 57 2 16

No

Yes z_F PhD Home Maker 48 Private

Pickup $6,407 1

12 Highly Urban/ Urban

0

57 0 8

No

z_No z_F PhD Doctor 43 Private

z_SUV

2 $0 11 Highly Urban/ Urban

0

57 0 13 No

Yes z_F z_High School Clerical 36 Private

z_SUV $0 0

1 Highly Urban/ Urban

1 9/9/62 57 2 13

No

Yes M z_High School Clerical 36 Private

Pickup

2

1 Highly Urban/ Urban

0

57 2 11

No Yes M

Panel Truck

4 $0 6 Highly Urban/ Urban

0 9/6/62 57 2 11 $36,073 No Yes M

2

57 2 10

Yes

z_No z_F Masters Lawyer 35 Private

z_SUV $5,730 3

12 Highly Urban/ Urban

0 9/2/62 57 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

57 0 12

No

Yes M Bachelors Professional 38 Commercial $21,620 Van

1

1 Highly Urban/ Urban

0 9/1/62 57 0 11

No

Yes M z_High School z_Blue Collar 15 Commercial

Minivan $3,519 1

1 Highly Urban/ Urban

0

57 0 10

No $0 z_No M Bachelors z_Blue Collar 34 Commercial

Panel Truck

4 $2,424 Highly Urban/ Urban

0

57 0

No

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

0 8/29/62 57 0 10

No

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

0

57 0 10

No

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

0

57 0 12

No

Yes z_F

Minivan

4

6 Highly Urban/ Urban

1 8/26/62 57 1 7

No

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

0

57 0 11

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

0

57 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 57 2 15 $74,546 Yes $0 z_No M Masters Lawyer 12 Private $15,180 Minivan

1 $0 8 Highly Urban/ Urban

0

57 0 11

No $0 z_No M Masters Professional 29 Private

Minivan $0 0 $0 23 Highly Urban/ Urban

0

57 2 13

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

1 Highly Urban/ Urban

0 8/21/62 57 0 12

No

Yes M Masters Lawyer 35 Private

Minivan

2 $0 Highly Urban/ Urban

1

57 2 0 $0 Yes $0 z_No z_F

1 Highly Urban/ Urban

1

57 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

57 3 15

No Yes z_F Bachelors z_Blue Collar 59 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0 8/17/62 57 3 9

Yes

z_No M

Van $0 0 $0 1 z_Highly Rural/ Rural

0 8/17/62 57 0 7

No

z_No z_F Bachelors Manager 69 Commercial

Van

3 $0 8 Highly Urban/ Urban

2

57 2 13

Yes $0 z_No z_F PhD Manager 50 Private

z_SUV $0 0

16 Highly Urban/ Urban

2

57 3 15

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

4 $0 Highly Urban/ Urban

0

57 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 57 2 9

No $0 Yes z_F

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

0 8/14/62 57 0 10

No $0 z_No M

Minivan $0 0 $0 9 Highly Urban/ Urban

0

57 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 57 0 13

No

Yes M Bachelors z_Blue Collar 39 Commercial

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

0 8/13/62 57 2 0 $0 No

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

0

57 0 0 $0 No

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

1

8 Highly Urban/ Urban

0

57 0 11

No

Yes z_F $6,566

2

5 Highly Urban/ Urban

0

57 2 15

No

Yes z_F Masters Lawyer 38 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

57 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 57 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 57 2 11

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

1 z_Highly Rural/ Rural

0

57 3 15

No

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

0 8/3/62 57 3 13

No

Yes M

Van

3 $0 1 Highly Urban/ Urban

0

58 0 0 No

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

6 Highly Urban/ Urban

2 8/1/62 58 2 10

No

Yes M

Minivan $0 0 $0 6 Highly Urban/ Urban

1

58 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

58 2 12 $77 No

Yes z_F $726

1 Highly Urban/ Urban

0

58 0 7

No

Yes z_F Bachelors Manager 34 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

2 7/27/62 58 2 13

Yes

z_No z_F $6,321

3

8 Highly Urban/ Urban

0

58 3 17 $6,217 No $0 Yes z_F z_High School Student 27 Commercial

Pickup $0 0

4 Highly Urban/ Urban

0

58 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 58 2 9

Yes $0 z_No z_F Bachelors Manager 51 Private

Minivan

2

9 Highly Urban/ Urban

0

58 2 10 Yes $0 z_No z_F

3

58 3 10

Yes

z_No M Masters Manager 14 Commercial

Panel Truck

1 $0 17 Highly Urban/ Urban

0 7/20/62 58 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

58 0 11

No

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

0

58 0 12

No

Yes z_F

0

58 0 9

No

z_No M Bachelors Professional 43 Commercial

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

0

58 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

58 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

58 3 14

No

Yes M $1,602

2 $7,800 6 Highly Urban/ Urban

0

58 0 11 No z_No M z_High School Student 69 Private

Minivan $0 0 $0 z_Highly Rural/ Rural

1 7/9/62 58 2 11

No

Yes z_F Bachelors Manager 20 Private $11,440 z_SUV

1 $4,057 Highly Urban/ Urban

0

58 0 8

No $0 z_No z_F Bachelors Professional 37 Private

Sports Car

1

11 Highly Urban/ Urban

0 7/8/62 58 0 8 $95,502 No $0 z_No z_F Bachelors Professional 37 Private

Sports Car

1 $0 11 Highly Urban/ Urban

2

58 2 10

No

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

2 $0 8 Highly Urban/ Urban

0

58 0 10

No

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

0

58 0 12

No

Yes z_F $26,340

z_SUV $0 0 $0 1 Highly Urban/ Urban

1

58 1 14

Yes

z_No z_F

1 Highly Urban/ Urban

0

58 0 9

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

15 Highly Urban/ Urban

0

58 0 11

No $0 z_No z_F Bachelors Home Maker 40 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 6/23/62 58 0 14

No

Yes z_F Bachelors Clerical 47 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

58 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 58 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 58 1 14

No

Yes M Masters Professional 34 Private

Minivan

2 $0 14 Highly Urban/ Urban

0

58 2 9

No

Yes z_F z_High School z_Blue Collar 31 Commercial

z_SUV

2 $0 1 Highly Urban/ Urban

0

58 0 8

No

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

2

58 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

58 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 58 0 9

No

z_No z_F Masters Home Maker 48 Commercial

Van

1 $0 1 Highly Urban/ Urban

0

58 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 58 3

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

3 $0 13 Highly Urban/ Urban

0

58 0 10

No

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

0 6/9/62 58 0 0 $0 No $0 z_No z_F

3 $0 1 z_Highly Rural/ Rural

0

58 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

58 0 13

No

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

0 6/6/62 58 0 8

No

z_No M z_High School z_Blue Collar 29 Commercial

Minivan $0 0 $0 10 Highly Urban/ Urban

0

58 0 12

No

Yes M Masters Manager 34 Commercial

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

1

58 2 12

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

58 0 6

No

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

11 Highly Urban/ Urban

0

58 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 58 3 14 Yes $0 z_No M Bachelors Professional 22 Private

Minivan

2 $2,979 13 Highly Urban/ Urban

0

58 1 11

Yes $0 z_No z_F $30,099

3

4 Highly Urban/ Urban

1

58 1

No

Yes z_F z_High School z_Blue Collar 13 Commercial

Pickup $0 0

9 Highly Urban/ Urban

1 5/25/62 58 1 $23,048 No $132,852 Yes z_F z_High School z_Blue Collar 13 Commercial

Pickup $0 0

9 Highly Urban/ Urban

1

58 3 13

No

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

1 Highly Urban/ Urban

0 5/24/62 58 2 14 Yes z_No z_F Masters Lawyer 25 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

58 4 17

Yes $0 z_No M

1 5/22/62 58 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

58 0

No

Yes M z_High School Clerical 36 Private

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

0

58 0 9

No $0 z_No z_F Masters Manager 15 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

58 0 14 No

z_No z_F Bachelors Professional 34 Private

z_SUV

2 $0 9 Highly Urban/ Urban

0

58 0 11

No

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

0

58 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 58 2 10

Yes

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

2

58 3 9

No

Yes M Bachelors z_Blue Collar 5 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 5/7/62 58 0 11

No $0 z_No M

Panel Truck

1

1 Highly Urban/ Urban

0 5/7/62 58 0 10

No

Yes M Bachelors z_Blue Collar 27 Commercial

Minivan

2 $0 14 Highly Urban/ Urban

0

58 0 10

No

Yes M z_High School Clerical 23 Private

Van $0 0

1 Highly Urban/ Urban

1

58 2 11

No

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

3 $0 1 Highly Urban/ Urban

1

58 2 8

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

16 Highly Urban/ Urban

0 5/1/62 58 0 0 $0 No

Yes M z_High School Student 29 Commercial

Panel Truck

2

1 Highly Urban/ Urban

1

58 2 13

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

1

12 Highly Urban/ Urban

2

58 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

58 4 16

No

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

0

58 3 14

Yes

z_No z_F z_High School Home Maker 47 Private

z_SUV

1 $0 1 z_Highly Rural/ Rural

0

58 3 17

No

Yes M Masters 22 Commercial

Panel Truck

3 $0 13 Highly Urban/ Urban

0 4/23/62 58 3 0 $0 No

Yes M z_High School Student 5 Commercial

Pickup

3

1 Highly Urban/ Urban

0

58 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

58 0 9

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

4 $0 9 Highly Urban/ Urban

0

58 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

58 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 58 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

58 2 14

No

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

3

1 Highly Urban/ Urban

0

58 0 12

No Yes z_F z_High School z_Blue Collar 29 Commercial

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

58 4 11

No

Yes M Masters Professional 30 Private

Van

1 $0 Highly Urban/ Urban

0 4/11/62 58 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 58 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 58 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

58 2 12

Yes

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

0

58 0 11

No

Yes M

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

0

58 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 58 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

58 1

No

Yes z_F

z_SUV

3 $0 1 Highly Urban/ Urban

0 3/31/62 58 3 10

Yes

z_No M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

58 3 11

Yes

z_No M $999

3 $0 7 Highly Urban/ Urban

2

58 2 7

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

0

58 1 8

No

Yes M PhD Manager 31 Private

Minivan

3 $0 1 Highly Urban/ Urban

0

58 0 9

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

3 $0 16 Highly Urban/ Urban

2 3/23/62 58 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 58 0 10

No $0 z_No M Masters Lawyer 24 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

1

58 2 13

No

Yes M Masters 31 Commercial

Panel Truck $0 0

15 Highly Urban/ Urban

0

58 2 11

No

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

0

58 0 6

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

1 $0 Highly Urban/ Urban

0

58 0 8

No

Yes M

Minivan

1

10 z_Highly Rural/ Rural

0 3/18/62 58 2 12

No

Yes M

Panel Truck $0 0

1 Highly Urban/ Urban

1

58 2 13

No

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

1 Highly Urban/ Urban

0

58 0 7 $61,790 No $0 z_No M z_High School z_Blue Collar 32 Commercial

Minivan $0 0

7 Highly Urban/ Urban

0 3/16/62 58 0 7 $61,790 No $0 z_No M z_High School z_Blue Collar 32 Commercial $21,460 Van $0 0

7 Highly Urban/ Urban

0 3/16/62 58 0 7 $61,790 No $0 z_No M z_High School z_Blue Collar 32 Commercial $13,700 Minivan

3 $0 7 Highly Urban/ Urban

1 3/16/62 58 2 0 No

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

2

Highly Urban/ Urban

0

58 0 12

No

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

0

58 2 13

Yes

z_No M PhD Doctor 33 Private

Minivan

3 $0 21 Highly Urban/ Urban

0

58 0 1

No

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

1

58 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 58 0 13

No

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

0 3/6/62 58 0 13

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

3

58 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

3 3/5/62 58 3 9 $6,857 Yes $86,075 z_No z_F z_High School Home Maker 35 Private $6,480 z_SUV

1 $0 7 z_Highly Rural/ Rural

1 3/5/62 58 1 15

No

Yes z_F Bachelors Clerical 70 Private

Sports Car

2 $0 14 Highly Urban/ Urban

0 3/5/62 58 0 11

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

3 $0 10 Highly Urban/ Urban

0

58 3 9

Yes $0 z_No z_F

0 2/27/62 58 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 58 0 12

No

z_No M Masters Lawyer 42 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

58 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 58 3 11

Yes $0 z_No z_F $8,296

1 $0 1 Highly Urban/ Urban

0 2/22/62 58 0 10

No

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

0 2/22/62 58 0 10

No

Yes z_F

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

0 2/22/62 58 1 0 $0 Yes $0 z_No z_F Bachelors Student 50 Private

z_SUV $0 0

10 Highly Urban/ Urban

0 2/22/62 58 0 11 No

Yes z_F Masters Lawyer 14 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

58 0 0 $0 No

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

0

58 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 58 2 13

No

Yes z_F Masters Lawyer 32 Private $10,860 z_SUV

3 $0 22 Highly Urban/ Urban

0 2/14/62 58 2 0 No $0 Yes z_F

0 2/14/62 58 0 13

No

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

0 2/11/62 58 2 8

No

Yes z_F Masters 40 Commercial

Pickup $0 0

13 Highly Urban/ Urban

0 2/11/62 58 2 8 $82,971 No $240,550 Yes z_F Masters 40 Private $5,200 z_SUV $5,760 4 $5,300 13 Highly Urban/ Urban

1

58 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 58 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 58 2 12

No

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

6 Highly Urban/ Urban

2

58 2 5 No

Yes M Bachelors Clerical 50 Private

Minivan $0 0

1 Highly Urban/ Urban

0 2/9/62 58 2 14

No Yes z_F z_High School Home Maker 46 Private

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

0

58 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 58 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 58 2 7

Yes

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

2

8 Highly Urban/ Urban

1 2/2/62 58 2 9

No

Yes z_F z_High School Manager 28 Private

z_SUV

1 $0 11 Highly Urban/ Urban

0 2/2/62 58 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 58 0 7

No

z_No M Masters Lawyer 61 Private

Minivan

3 $0 14 Highly Urban/ Urban

1 1/30/62 58 3 13

No

Yes M Masters 52 Commercial

Van

2

14 Highly Urban/ Urban

0 1/28/62 58 0 12

No

Yes z_F z_High School z_Blue Collar 51 Commercial

z_SUV $0 0

10 z_Highly Rural/ Rural

0 1/26/62 58 0 11

No

z_No z_F

0

58 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 58 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 58 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 58 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 58 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 58 1 9

No

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

1 1/20/62 58 2 13 Yes $0 z_No z_F z_High School z_Blue Collar 62 Commercial

Minivan

2 $1,941 Highly Urban/ Urban

1 1/19/62 58 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 58 2 10

Yes

z_No z_F

1 $2,546 1 z_Highly Rural/ Rural

2 1/18/62 58 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 58 0 8 No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

58 0

No

Yes M

0

58 0 7

No

Yes M Bachelors Professional 45 Commercial

Panel Truck

1 $0 9 Highly Urban/ Urban

0 1/14/62 58 0 11

No

Yes z_F Masters Manager 76 Private $11,470 z_SUV

1 $0 17 Highly Urban/ Urban

1 1/11/62 58 2 14

Yes $0 z_No z_F Bachelors Professional 49 Private $13,340 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

58 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 58 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 58 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 58 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 58 0 12 $49,548 No $0 z_No z_F z_High School Clerical 29 Private $6,450 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/8/62 58 0 12

No

Yes M z_High School Professional 36 Private $10,580 Minivan

4 $0 1 Highly Urban/ Urban

0

58 0 11

No

Yes M z_High School Clerical 29 Private $14,380 Minivan

2 $0 1 Highly Urban/ Urban

0

58 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 58 2 11

No

Yes M $5,612

4

1 Highly Urban/ Urban

0 1/6/62 58 1 0 No $0 Yes z_F z_High School Student 38 Private $5,000 Sports Car

3 $0 5 z_Highly Rural/ Rural

0

58 2 13

No Yes z_F Bachelors z_Blue Collar 51 Commercial

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

58 1 11

No

Yes z_F Masters Lawyer 46 Private

z_SUV

1 $0 17 Highly Urban/ Urban

0 12/26/61 58 0 12

No

Yes M Bachelors Manager 32 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/26/61 58 0 9

No

z_No M z_High School Clerical 51 Commercial $11,200 Pickup

4 $0 8 Highly Urban/ Urban

0

58 0 12

No $0 z_No M z_High School Professional 22 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

58 3 16

No

Yes z_F Bachelors Home Maker 39 Private

Sports Car

4 $378 12 Highly Urban/ Urban

0 12/22/61 58 2 12

No

Yes z_F PhD Lawyer 58 Private $5,200 z_SUV $0 0

16 Highly Urban/ Urban

0

58 0 10

No $173,130 Yes M

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/21/61 58 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

58 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 58 0 8

No

Yes M Masters 32 Commercial

Panel Truck $11,213 4 $0 17 Highly Urban/ Urban

0

58 0 10

No $0 z_No z_F PhD Lawyer 21 Private $13,880 Sports Car

3

13 Highly Urban/ Urban

0

58 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 58 2 4

No

Yes z_F z_High School Professional 9 Private $5,510 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

58 0 12

No

Yes M Masters Professional 21 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

1

58 2

No

Yes M Bachelors z_Blue Collar 44 Commercial

Van

1 $4,021 7 Highly Urban/ Urban

0 12/14/61 58 0 11

No $0 z_No M Bachelors Professional 17 Commercial

Pickup

2

6 Highly Urban/ Urban

1 12/14/61 58 2 $107,961 No $333,680 Yes M Bachelors z_Blue Collar 44 Commercial

Panel Truck $0 0 $13,810 7 Highly Urban/ Urban

0

58 3 14

Yes

z_No M z_High School z_Blue Collar 12 Commercial

Pickup $4,567 3

1 Highly Urban/ Urban

2

58 4 5

Yes $0 z_No z_F

1 $0 1 z_Highly Rural/ Rural

2 12/8/61 58 3 12

Yes $0 z_No z_F z_High School Clerical 47 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/8/61 58 4 5 $79,846 Yes $0 z_No z_F

0

58 1 15 $7,575 No $0 Yes z_F

0

58 2 8

No

Yes z_F Bachelors Clerical 5 Private

z_SUV

2 $0 6 Highly Urban/ Urban

0

58 0 12

No

,722

Yes M Masters Manager 52 Commercial

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

0 12/4/61 58 0 15

No

z_No z_F Masters Lawyer 55 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

58 2 13

Yes

z_No M z_High School Home Maker 35 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

58 2 4

No

Yes M $2,015

2

4 Highly Urban/ Urban

0

58 0 13

No

Yes M Bachelors Professional 38 Commercial

Van $0 0 $0 16 z_Highly Rural/ Rural

0 11/29/61 58 0 12

No

Yes M Masters Lawyer 15 Private $5,590 Minivan $2,942 3 $0 20 Highly Urban/ Urban

0

58 0 12

No

Yes M Bachelors Professional 49 Commercial

Panel Truck

1 $0 7 Highly Urban/ Urban

0 11/27/61 58 4 16

No

,110

Yes z_F Masters Professional 44 Private

Minivan

1 $0 14 Highly Urban/ Urban

1

58 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 58 2 12

No

Yes z_F Bachelors z_Blue Collar 36 Private

z_SUV

1 $7,640 10 Highly Urban/ Urban

1

58 1 7

No

Yes z_F

0 11/25/61 58 0 4

No

Yes z_F z_High School Clerical 37 Private $11,490 z_SUV

2

10 Highly Urban/ Urban

0

58 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

58 0 10

No

Yes M Bachelors Manager 22 Commercial

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

0 11/18/61 58 0 10

No

Yes z_F Masters Professional 29 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0 11/18/61 58 0 12

No $0 z_No M $37,871

1

Highly Urban/ Urban

0

58 4 19

No

Yes z_F

0 11/17/61 58 4 19 $30,735 No $136,298 Yes z_F

0

58 2 7

No

Yes M Bachelors Manager 26 Private $16,970 Van $0 0 $0 13 Highly Urban/ Urban

0 11/13/61 58 0 12

No

Yes M

0

58 0

No $0 z_No z_F z_High School Clerical 26 Private $14,160 z_SUV

1

1 z_Highly Rural/ Rural

0 11/10/61 58 0 12

No

Yes z_F z_High School z_Blue Collar 19 Commercial $24,910 Minivan

1 $0 1 Highly Urban/ Urban

0

58 3 16

No

Yes z_F

Pickup

1

9 Highly Urban/ Urban

2 11/9/61 58 3 13

No

Yes z_F Bachelors Professional 47 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

58 0 0 $0 No $0 z_No z_F $9,228

2 $0 6 Highly Urban/ Urban

1

58 4 12

No

Yes z_F

0 11/6/61 58 2 10

Yes $0 z_No z_F $6,697

3

4 Highly Urban/ Urban

0

58 1 9

No

Yes z_F z_High School Clerical 48 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 11/3/61 58 0 11

No

Yes M Masters 39 Commercial $27,390 Panel Truck

4 $0 Highly Urban/ Urban

0

58 0 14

No

Yes M $5,702

1 $4,700 5 Highly Urban/ Urban

1

58 2 13

No

Yes M Bachelors z_Blue Collar 24 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 11/1/61 58 2 12

No

Yes M Masters 31 Commercial

Van $0 0 $2,986 17 Highly Urban/ Urban

0

58 2 14

No

Yes M $1,683

1 Highly Urban/ Urban

0

58 3 12

Yes $0 z_No z_F

0 10/28/61 58 3 $10,653 Yes $0 z_No z_F $5,945

1 z_Highly Rural/ Rural

0

58 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 58 0 8

No

Yes M Bachelors z_Blue Collar 36 Commercial $15,820 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

58 0 13

No

Yes z_F Bachelors Professional 46 Private

Pickup $0 0 $0 6 Highly Urban/ Urban

0

58 1 17

No

Yes z_F $3,545

2 $7,893 1 Highly Urban/ Urban

0 10/24/61 58 2 11

Yes

z_No M z_High School Clerical 6 Commercial $4,800 Pickup $0 0

1 Highly Urban/ Urban

1

58 2 13

Yes $0 z_No M

1

1 Highly Urban/ Urban

0 10/23/61 58 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

58 0

No $0 z_No M

Minivan $0 0 $0 8 Highly Urban/ Urban

0

58 0 10

No $0 z_No M Bachelors Professional 37 Private

Minivan $0 0 $0 Highly Urban/ Urban

0 10/20/61 58 1 11

No

Yes M Bachelors Professional 43 Commercial $11,840 Pickup

2

11 Highly Urban/ Urban

0

58 0 10

No $0 z_No M Bachelors z_Blue Collar 51 Commercial

Pickup $5,436 3

10 Highly Urban/ Urban

0

58 0 8

No

Yes M z_High School z_Blue Collar 34 Commercial

Pickup

3 $30 8 Highly Urban/ Urban

0 10/18/61 58 0 8 $62,177 No $178,852 Yes M z_High School z_Blue Collar 34 Private $4,110 Minivan $0 0

8 Highly Urban/ Urban

1 10/18/61 58 4 16

No $0 Yes z_F Bachelors Student 15 Commercial

Pickup

3 $0 15 Highly Urban/ Urban

0

58 0 5

No $0 z_No M PhD Doctor 40 Private $21,950 Van $0 0 $0 18 Highly Urban/ Urban

0

58 0 12

No

,217

z_No M Masters Lawyer 44 Private $15,630 Minivan $0 0 $0 11 Highly Urban/ Urban

0

58 0 6

No

z_No z_F Masters Professional 40 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

2

58 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 58 1 10

No

Yes z_F Bachelors Home Maker 32 Private

z_SUV

1 $0 6 Highly Urban/ Urban

0

58 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 58 0 12

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

58 2 8

No Yes M Bachelors Clerical 30 Commercial

Panel Truck

1 $6,528 5 Highly Urban/ Urban

0 10/7/61 58 3 15 $2,610 No $0 Yes z_F $2,562

1 $0 1 z_Highly Rural/ Rural

0 10/7/61 58 0

No $0 z_No z_F Bachelors Professional 50 Private $5,300 Sports Car

3 $5,726 2 Highly Urban/ Urban

0

58 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 58 0 10

No

Yes M Bachelors Manager 33 Private $19,500 Minivan $0 0 $0 12 Highly Urban/ Urban

0 10/6/61 58 0 10 $142,002 No $345,671 Yes M Bachelors Manager 33 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 10/6/61 58 0 10

No

z_No M z_High School Clerical 28 Private

Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

58 0 14

No

Yes M z_High School Clerical 8 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0 10/5/61 58 0 9

No

,438

Yes M Bachelors z_Blue Collar 29 Commercial

Panel Truck

1 $0 9 Highly Urban/ Urban

1

58 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

58 3 14

Yes $0 z_No M Bachelors z_Blue Collar 36 Commercial $22,560 Panel Truck $0 0

10 Highly Urban/ Urban

0

58 0 11

No

,580

z_No z_F Bachelors Professional 37 Private $22,850 Pickup $0 0 $0 Highly Urban/ Urban

0

58 0 12

No

Yes M Masters Manager 39 Private $15,080 Minivan $0 0 $0 10 Highly Urban/ Urban

0 9/28/61 58 2 16

No

Yes z_F

Sports Car

3 $0 1 Highly Urban/ Urban

1

58 2 11

Yes $0 z_No z_F

z_SUV

2 $0 5 z_Highly Rural/ Rural

1 9/26/61 58 2 14

No

Yes z_F Masters Lawyer 53 Private $6,190 z_SUV

2 $5,900 Highly Urban/ Urban

1 9/26/61 58 2 11 $50,718 Yes $0 z_No z_F

0

58 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 58 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 58 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

58 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

58 2 12

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

58 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

58 0 9

No

Yes M z_High School Clerical 48 Private

Van $0 0

1 Highly Urban/ Urban

0 9/21/61 58 0 11

No

Yes z_F Masters Lawyer 31 Private $14,010 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

58 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

58 0 9

No

z_No M z_High School Clerical 33 Commercial $20,060 Van $0 0 $0 4 Highly Urban/ Urban

0

58 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 58 2 10

No

Yes M z_High School z_Blue Collar 35 Commercial

Van

2 $0 10 Highly Urban/ Urban

0

58 0 12 No

Yes M

0 9/11/61 58 0 12 No $125,191 Yes M

0 9/11/61 58 2 15

No

Yes M

0

58 0 10

No $0 z_No z_F Bachelors Manager 51 Private $16,260 z_SUV

3

13 Highly Urban/ Urban

0

58 0 13

No

Yes z_F

Sports Car $0 0 $2,091 1 Highly Urban/ Urban

0 9/9/61 58 0 9

No

Yes M Bachelors z_Blue Collar 19 Commercial

Van $0 0 $2,468 7 Highly Urban/ Urban

0

58 0 11

No

Yes z_F Bachelors Professional 31 Private $11,530 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

58 0 12

No

Yes z_F z_High School Home Maker 12 Private $7,180 Sports Car

1 $0 6 Highly Urban/ Urban

0 9/7/61 58 0 12 No $99,549 Yes z_F z_High School Home Maker 12 Private $5,720 Sports Car

2

6 Highly Urban/ Urban

0

58 0 0 $0 No $0 Yes M z_High School Student 41 Commercial $17,470 Van

2 $0 6 z_Highly Rural/ Rural

0

58 1 12

Yes $0 z_No M z_High School z_Blue Collar 34 Private $4,900 Pickup $0 0

6 z_Highly Rural/ Rural

0 9/2/61 58 0 13

No $0 z_No z_F z_High School Clerical 25 Private $14,410 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 9/2/61 58 0 9

No

Yes z_F

0

58 0 10

No $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $16,090 z_SUV $2,982 3 $0 12 Highly Urban/ Urban

1

58 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 24 Private

Sports Car $0 0

6 Highly Urban/ Urban

1 8/31/61 58 1

No

Yes z_F z_High School z_Blue Collar 62 Commercial $20,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

58 1 10

Yes

z_No z_F Bachelors Professional 49 Private

z_SUV $0 0

8 Highly Urban/ Urban

0

58 2 11

Yes z_No M PhD Lawyer 40 Private

Minivan $0 0 $0 17 z_Highly Rural/ Rural

1 8/28/61 58 2 11

No

Yes z_F z_High School Clerical 41 Private $5,300 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

58 0 9 $51,996 No

Yes M z_High School Professional 46 Private $11,330 Pickup

4 $0 1 z_Highly Rural/ Rural

0 8/27/61 58 1 13

No

Yes M Bachelors Manager 46 Commercial

Pickup $0 0 $0 11 Highly Urban/ Urban

0

58 0 11 No $0 z_No M z_High School z_Blue Collar 5 Commercial $17,380 Van $0 0

1 z_Highly Rural/ Rural

0 8/25/61 58 2 9

Yes $0 z_No M Bachelors z_Blue Collar 32 Commercial

Panel Truck $0 0

11 Highly Urban/ Urban

0 8/25/61 58 0 9

No

Yes M Bachelors z_Blue Collar 81 Commercial

Van $812 3 $0 6 Highly Urban/ Urban

0

58 0 9

No

z_No z_F Masters Manager 17 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 8/24/61 58 0

No $0 z_No z_F Bachelors Professional 11 Private $15,280 z_SUV $0 0 $0 8 Highly Urban/ Urban

1

58 2 6

Yes

z_No z_F

1 $0 1 Highly Urban/ Urban

0 8/23/61 58 1 8

No

Yes z_F Bachelors z_Blue Collar 5 Commercial

z_SUV $0 0 $0 13 Highly Urban/ Urban

3

58 3 14

No Yes M Masters 27 Commercial

Panel Truck $0 0

Highly Urban/ Urban

0 8/21/61 58 0 13

No $0 z_No z_F z_High School z_Blue Collar 42 Commercial $20,510 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

58 0 10

No

Yes z_F Bachelors Manager 46 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0

58 2 13

Yes $0 z_No M z_High School Clerical 21 Private $8,250 Minivan $5,316 3 $0 Highly Urban/ Urban

0

58 0 12

No

Yes z_F z_High School z_Blue Collar 45 Commercial $14,610 Pickup $0 0 $3,870 10 Highly Urban/ Urban

0

58 0 5

No

Yes M z_High School Clerical 49 Commercial $21,410 Van

1 $0 8 Highly Urban/ Urban

1

58 2 14

No

Yes M $6,110

Minivan $0 0 $0 7 z_Highly Rural/ Rural

1 8/10/61 58 2

No

Yes M Bachelors Professional 23 Private

Minivan $0 0 $0 6 z_Highly Rural/ Rural

1

58 2 15

No

Yes z_F z_High School Home Maker 46 Private

z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 8/8/61 58 0 12

No

Yes M Bachelors z_Blue Collar 5 Commercial $16,030 Minivan

3

12 Highly Urban/ Urban

1

58 2 13

No

Yes z_F

Minivan

1 $0 1 z_Highly Rural/ Rural

1 8/7/61 58 3 15 Yes $0 z_No M z_High School Clerical 61 Private

Van

1

1 z_Highly Rural/ Rural

0

58 0 13

No $0 z_No z_F Masters Professional 36 Private $16,990 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

58 0 10

No

Yes M z_High School z_Blue Collar 35 Commercial $7,410 Pickup $0 0 $0 6 Highly Urban/ Urban

0

59 0 5

No

Yes M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

59 0 7

No

Yes z_F z_High School Clerical 21 Private $15,450 z_SUV

1 $0 1 Highly Urban/ Urban

0

59 0 10

No

Yes M Bachelors Clerical 38 Commercial $8,770 Pickup $0 0 $0 14 z_Highly Rural/ Rural

0

59 0 7

No

Yes z_F Bachelors Manager 20 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0 7/27/61 59 0 10

No $0 z_No z_F z_High School Professional 10 Private $15,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

2

59 2 9

Yes

z_No z_F z_High School z_Blue Collar 37 Commercial $5,850 z_SUV

2

1 Highly Urban/ Urban

0

59 2 10

No

Yes z_F Masters Home Maker 23 Private $3,320 Sports Car $0 0 $0 2 z_Highly Rural/ Rural

0

59 0 9

No $0 z_No M

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/24/61 59 1 8

Yes $0 z_No M Bachelors z_Blue Collar 59 Commercial

Panel Truck $0 0

5 Highly Urban/ Urban

0

59 0 7

No $0 z_No z_F PhD Professional 24 Private $19,200 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

59 4 14

No

Yes M z_High School z_Blue Collar 42 Commercial $20,280 Van

3

9 Highly Urban/ Urban

0 7/20/61 59 4 14 $40,248 No $166,402 Yes M z_High School z_Blue Collar 27 Commercial $11,520 Minivan $0 0 $4,487 9 Highly Urban/ Urban

1

59 2 14

No Yes z_F

0

59 0 6

No

z_No M Masters 19 Commercial $22,450 Van

2

17 Highly Urban/ Urban

1

59 1 9

Yes $0 z_No M Bachelors Professional 26 Private

Minivan

4 $0 Highly Urban/ Urban

0

59 0 11

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $14,980 z_SUV

1

9 Highly Urban/ Urban

0

59 0 9

No

z_No M Masters Lawyer 33 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

2

59 3 15 No

Yes z_F Bachelors z_Blue Collar 15 Commercial

Van $0 0 $0 11 Highly Urban/ Urban

2

59 2 10

No $233,449 Yes z_F z_High School z_Blue Collar 5 Private $11,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

59 1 12

Yes

z_No M Bachelors Home Maker 10 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 7/9/61 59 0 12

No

Yes z_F Bachelors Manager 19 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

3

59 3 17

No

Yes M z_High School Student 39 Commercial $14,990 Minivan

2 $196 1 Highly Urban/ Urban

3 7/7/61 59 3 17 $3,151 No $107,534 Yes M z_High School Student 39 Commercial $5,620 Pickup $0 0 $4,102 1 Highly Urban/ Urban

0

59 0 11

No $0 z_No z_F Bachelors Professional 23 Private $11,300 Sports Car

3 $0 11 Highly Urban/ Urban

0

59 0 9

No $0 z_No M z_High School z_Blue Collar 47 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

59 0 5

No z_No z_F z_High School Clerical 29 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 7/1/61 59 0 5 $29,879 No z_No z_F z_High School Clerical 29 Private

z_SUV

2 $0 7 Highly Urban/ Urban

0

59 0 13

No $0 z_No M z_High School Clerical 24 Private

Pickup $3,158 3

9 Highly Urban/ Urban

0 6/29/61 59 0 12

No

z_No M $8,256

3

1 Highly Urban/ Urban

0 6/29/61 59 0 8

No

Yes z_F Bachelors Manager 31 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

1

59 2 12

No

Yes z_F z_High School Clerical 32 Private

Minivan $613 2 $0 Highly Urban/ Urban

0

59 0 0 $0 No $0 Yes z_F

1

59 1 7

Yes $0 z_No M z_High School z_Blue Collar 43 Private

Van

1

Highly Urban/ Urban

0

59 0 11

No Yes z_F Bachelors Professional 33 Private

z_SUV

2 $0 Highly Urban/ Urban

2

59 2 11

Yes $0 z_No M z_High School Clerical 27 Commercial $8,390 Pickup

3 $0 6 Highly Urban/ Urban

1 6/20/61 59 2 12

No

Yes M Bachelors Clerical 40 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

59 3 9

No

Yes z_F z_High School z_Blue Collar 37 Commercial

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

59 0 12 No

Yes M

Panel Truck $1,414 2 $0 1 Highly Urban/ Urban

1

59 1

Yes z_No z_F Bachelors Professional 22 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

3 6/13/61 59 3 10

No

Yes z_F Bachelors Manager 49 Private $13,900 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

59 0 9

No

z_No z_F z_High School Clerical 50 Private $14,990 z_SUV

1

9 Highly Urban/ Urban

0

59 3 14

Yes $0 z_No z_F z_High School Clerical 26 Private $6,210 Sports Car

1

8 Highly Urban/ Urban

0

59 0 6

No Yes z_F z_High School Home Maker 22 Private $25,040 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

59 0 12 $27,370 No

Yes M z_High School Clerical 14 Private

Minivan $0 0 $3,075 9 Highly Urban/ Urban

0 6/9/61 59 0 14

No

Yes z_F Masters Lawyer 44 Private $10,310 z_SUV

2

12 Highly Urban/ Urban

1

59 1 7 No $0 Yes z_F z_High School Student 40 Private

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

0 6/8/61 59 0 7

No

Yes M Bachelors Professional 27 Private $17,240 Minivan $0 0 $0 16 Highly Urban/ Urban

0 6/8/61 59 2 14

Yes $0 z_No z_F z_High School Clerical 49 Private $13,200 z_SUV $0 0

1 Highly Urban/ Urban

1

59 3 14

Yes

z_No z_F z_High School Clerical 13 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

59 0 10

No $0 z_No M z_High School Clerical 27 Commercial $8,140 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 6/6/61 59 2 14

Yes

z_No z_F Bachelors Professional 22 Private $5,300 Sports Car

2

17 Highly Urban/ Urban

0 6/6/61 59 0 15

No

Yes M Bachelors Professional 21 Private $16,800 Minivan

3

Highly Urban/ Urban

0

59 0 4

No

Yes M z_High School Clerical 29 Private $18,570 Van

2 $0 1 Highly Urban/ Urban

1

59 3 15

No

Yes M

0 6/4/61 59 0 No

Yes z_F PhD Lawyer 48 Private $16,810 Minivan $0 0 $0 14 Highly Urban/ Urban

0 6/4/61 59 1 11 $1,729 Yes $0 z_No M z_High School Student 35 Commercial $19,340 Van $0 0 $0 1 z_Highly Rural/ Rural

0 6/4/61 59 1 11 $1,729 Yes $0 z_No M z_High School Student 35 Commercial $8,860 Pickup $0 0

1 z_Highly Rural/ Rural

0

59 2 8

Yes $0 z_No z_F z_High School z_Blue Collar 66 Commercial $6,240 z_SUV $0 0

6 Highly Urban/ Urban

0

59 1 0 $0 Yes $0 z_No z_F z_High School Student 34 Commercial $16,880 z_SUV $0 0

12 z_Highly Rural/ Rural

0

59 0 11

No

Yes z_F z_High School Clerical 47 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 5/30/61 59 0 $20,299 No

Yes z_F

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

2

59 3 11

No

Yes M PhD 15 Commercial

Van $0 0

12 Highly Urban/ Urban

0 5/28/61 59 0 10

No $0 z_No M z_High School Clerical 42 Commercial $5,300 Pickup

1

8 Highly Urban/ Urban

0

59 0 10 No

Yes M Masters Lawyer 23 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

2 5/27/61 59 2 6

Yes $0 z_No z_F Bachelors Manager 29 Private $20,120 z_SUV $5,068 2 $0 7 Highly Urban/ Urban

1

59 3 16

No

Yes M

Pickup $0 0 $0 8 z_Highly Rural/ Rural

1

59 1 9

No

Yes M

1 5/24/61 59 2 12

Yes

z_No M z_High School z_Blue Collar 26 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0 5/24/61 59 0 0 $0 No

Yes M z_High School Home Maker 23 Private $7,620 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

59 0 13

No

Yes M Masters Lawyer 20 Private $5,300 Minivan $0 0 $0 15 Highly Urban/ Urban

1

59 2 15

No

Yes z_F Bachelors Clerical 5 Private $8,230 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

1 5/22/61 59 2 15 $40,342 No $189,439 Yes z_F Bachelors Clerical 5 Private

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

1 5/22/61 59 2 15 $40,342 No $189,439 Yes z_F Bachelors Clerical 5 Private $19,940 Sports Car $0 0 $0 14 z_Highly Rural/ Rural

0 5/22/61 59 4 17

No

Yes M Bachelors Clerical 38 Private $11,080 Pickup $0 0 $0 z_Highly Rural/ Rural

0

59 3

No

Yes z_F Bachelors Home Maker 80 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

59 2 12

No

Yes z_F z_High School Clerical 22 Private $10,500 z_SUV $0 0 $0 1 Highly Urban/ Urban

1 5/18/61 59 3 14

No

Yes M Bachelors z_Blue Collar 12 Commercial $14,210 Minivan

1

6 Highly Urban/ Urban

2

59 2 7

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

59 0 8

No

Yes z_F Bachelors Professional 31 Private $9,760 z_SUV

4 $0 6 Highly Urban/ Urban

0

59 2 15

Yes

z_No z_F Bachelors Manager 23 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

2 5/10/61 59 2 0 $0 Yes $0 z_No z_F Bachelors Student 13 Private $5,300 z_SUV

1 $0 13 z_Highly Rural/ Rural

0

59 3 5

No

Yes z_F z_High School z_Blue Collar 26 Commercial $14,660 Minivan $0 0 $0 1 Highly Urban/ Urban

1

59 2 13

Yes $0 z_No z_F Bachelors Clerical 39 Private

Minivan $0 0 $5,301 9 Highly Urban/ Urban

0 5/3/61 59 3 16

No

Yes z_F Bachelors Clerical 35 Private $7,100 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

59 0 9

No $0 z_No z_F Bachelors Clerical 19 Commercial $25,280 Pickup $0 0

13 Highly Urban/ Urban

0 5/2/61 59 0 9

No

Yes z_F Bachelors Clerical 43 Private

Sports Car $0 0 $0 Highly Urban/ Urban

2 5/2/61 59 3 7

No

Yes z_F

Minivan $0 0

9 Highly Urban/ Urban

0

59 2 14

No

Yes z_F Bachelors Professional 7 Private $5,300 Sports Car

2 $0 7 Highly Urban/ Urban

0 4/29/61 59 2 14 $54,064 No $201,418 Yes z_F Bachelors Professional 7 Private $12,220 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

59 0

No

Yes M PhD Professional 26 Commercial

Van $0 0 $0 10 Highly Urban/ Urban

2

59 3 7 $107,827 No

Yes M Bachelors z_Blue Collar 5 Commercial

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

0

59 0 6

No

Yes M Masters 41 Commercial $21,900 Van $0 0 $0 9 Highly Urban/ Urban

1

59 1 12

No

Yes z_F

z_SUV $867 2

1 Highly Urban/ Urban

0

59 0 4

No

Yes M z_High School Clerical 32 Commercial

Pickup

1

Highly Urban/ Urban

2 4/21/61 59 3 13

No

Yes z_F Masters Manager 40 Private $12,300 Pickup $0 0 $0 23 Highly Urban/ Urban

0

59 0 11

No

Yes z_F Masters Lawyer 63 Private $23,450 Minivan

2 $0 14 Highly Urban/ Urban

1

59 3 0 $0 No $0 Yes z_F

1

59 1 6 No

Yes z_F $773

1 Highly Urban/ Urban

0

59 2 14 No

Yes z_F z_High School Clerical 41 Private

z_SUV

3 $0 7 Highly Urban/ Urban

0 4/11/61 59 0 9

No $0 z_No z_F z_High School Student 39 Commercial

z_SUV $0 0

1 Highly Urban/ Urban

0 4/11/61 59 0 9 $12,216 No $0 z_No z_F z_High School Student 53 Commercial $5,200 Sports Car $0 0

1 Highly Urban/ Urban

0 4/11/61 59 0 7

No

z_No M Bachelors Professional 19 Commercial

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

0

59 0 12

No

Yes M

0 4/6/61 59 0 0 $0 No $0 z_No M Bachelors Home Maker 75 Commercial $6,570 Pickup $0 0

1 Highly Urban/ Urban

0 4/6/61 59 0 0 $0 No $0 z_No M Bachelors Home Maker 22 Commercial $21,490 Van

2

Highly Urban/ Urban

1

59 2 0 $0 No $0 Yes z_F z_High School Student 24 Commercial

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

59 3 15

No

Yes z_F Bachelors z_Blue Collar 21 Commercial $19,090 Pickup

2

12 Highly Urban/ Urban

0 4/2/61 59 3 12

Yes $0 z_No z_F Bachelors Professional 36 Private $5,300 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 4/2/61 59 3 Yes $0 z_No z_F Bachelors Professional 36 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 4/2/61 59 3 Yes $0 z_No z_F Bachelors Professional 36 Private

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

0

59 1 11

No

Yes z_F Bachelors z_Blue Collar 19 Private $5,200 Sports Car

1

Highly Urban/ Urban

0 3/31/61 59 1 11 $51,551 No $177,942 Yes z_F Bachelors z_Blue Collar 19 Private $15,380 z_SUV

3

Highly Urban/ Urban

1

59 1 14

Yes $0 z_No M z_High School z_Blue Collar 28 Commercial $9,230 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/21/61 59 0 12 No

Yes z_F Bachelors Professional 33 Private $20,850 Sports Car

3 $0 Highly Urban/ Urban

0 3/21/61 59 0 14

No $0 z_No M Bachelors Professional 50 Private $8,010 Minivan

2 $0 15 Highly Urban/ Urban

1 3/21/61 59 3 15

No

Yes z_F z_High School Home Maker 56 Private $5,200 Sports Car

1

1 Highly Urban/ Urban

0

59 2 9

Yes $0 z_No M Masters 36 Commercial

Panel Truck $0 0 $0 17 z_Highly Rural/ Rural

0 3/20/61 59 0 13

No $0 z_No z_F Bachelors Professional 61 Private $22,780 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 3/20/61 59 0 12

No

Yes z_F Bachelors Professional 36 Private $7,510 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

59 0

No

Yes M z_High School z_Blue Collar 44 Commercial $5,200 Pickup

3

7 Highly Urban/ Urban

2 3/19/61 59 3 16

No

Yes z_F

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

0

59 0 15

No

z_No z_F Masters 26 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

0 3/18/61 59 2 15

Yes $0 z_No z_F z_High School Clerical 58 Private

z_SUV $6,510 1 $0 1 z_Highly Rural/ Rural

0

59 0 10 $17,028 No

z_No M

2 3/14/61 59 2 12

No

Yes z_F Masters Lawyer 64 Private $11,240 z_SUV $0 0

10 Highly Urban/ Urban

1

59 2 12

Yes z_No M $19,320

Van $0 0 $0 1 z_Highly Rural/ Rural

0 3/11/61 59 0 14

No

Yes M z_High School Clerical 43 Commercial

Pickup

2 $0 1 Highly Urban/ Urban

0

59 0 11

No $0 z_No M Masters Lawyer 34 Private $4,200 Minivan

1 $0 Highly Urban/ Urban

0 3/9/61 59 2 13

Yes $0 z_No z_F Masters Lawyer 56 Private $23,710 Minivan $0 0 $0 10 Highly Urban/ Urban

0 3/9/61 59 0 13

No

Yes M Bachelors Professional 15 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

1

59 2 11

Yes $0 z_No z_F z_High School Clerical 38 Private

z_SUV

2

1 z_Highly Rural/ Rural

0

59 1 11

No

Yes z_F Masters Manager 31 Private $16,560 Sports Car

2 $0 1 Highly Urban/ Urban

0 3/6/61 59 0 10

No $0 z_No z_F Bachelors Professional 53 Private $17,350 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

59 0 12

No

z_No M $3,252

3

4 Highly Urban/ Urban

0

59 2 8

No

Yes z_F z_High School Clerical 25 Private $9,690 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 3/3/61 59 2 14

No Yes z_F Masters Manager 34 Private $17,010 z_SUV $0 0 $0 16 Highly Urban/ Urban

1

59 2 0 $0 No $0 Yes M z_High School Student 17 Commercial $5,300 Minivan

2

5 Highly Urban/ Urban

0

59 0 10

No z_No z_F PhD Doctor 5 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

1

59 1 11

Yes

z_No M Bachelors Professional 39 Commercial

Panel Truck $5,255 2

8 Highly Urban/ Urban

1 2/26/61 59 3 13

Yes

z_No M Bachelors Clerical 33 Private

Minivan $30,254 3

8 Highly Urban/ Urban

0 2/26/61 59 1

Yes $0 z_No z_F z_High School Clerical 21 Private $16,370 z_SUV $0 0 $0 1 Highly Urban/ Urban

1

59 2 14

No

Yes z_F Bachelors z_Blue Collar 28 Commercial $13,800 z_SUV

2 $0 10 Highly Urban/ Urban

0 2/25/61 59 0 12

No $0 z_No M Masters Lawyer 47 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0

59 3 11

Yes

z_No z_F z_High School Clerical 53 Private

z_SUV $0 0 $5,292 1 z_Highly Rural/ Rural

0 2/22/61 59 3 17

No

Yes z_F z_High School z_Blue Collar 58 Commercial $8,030 z_SUV

3

11 Highly Urban/ Urban

0 2/22/61 59 3 17 $77,830 No $157,793 Yes z_F z_High School z_Blue Collar 58 Commercial $11,630 z_SUV $0 0

11 Highly Urban/ Urban

1 2/21/61 59 3 13

Yes

z_No z_F Bachelors z_Blue Collar 58 Commercial

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

59 0 10 No $0 z_No z_F z_High School Clerical 12 Private $7,060 Sports Car

1 $0 1 Highly Urban/ Urban

0 2/12/61 59 0 10 No $0 z_No z_F z_High School Clerical 29 Private $11,310 z_SUV $0 0

1 Highly Urban/ Urban

0 2/12/61 59 0 11

No

z_No M Bachelors Professional 30 Commercial $17,850 Van $0 0 $0 3 z_Highly Rural/ Rural

0 2/12/61 59 0 10 No $0 z_No z_F z_High School Clerical 12 Private $7,060 Sports Car

2 $0 1 Highly Urban/ Urban

0

59 0 11

No

z_No z_F Bachelors Professional 28 Private

z_SUV $1,310 3 $0 4 Highly Urban/ Urban

0 2/8/61 59 0 12

No

Yes z_F

2

59 2 12

Yes $0 z_No M z_High School z_Blue Collar 25 Commercial $10,160 Pickup $0 0

1 Highly Urban/ Urban

0 2/6/61 59 0 13

No

Yes z_F Bachelors Home Maker 36 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/4/61 59 1 9

Yes $0 z_No M z_High School Professional 40 Commercial $5,300 Pickup $0 0

1 Highly Urban/ Urban

0 2/4/61 59 3 13

No

Yes M Bachelors z_Blue Collar 68 Commercial $13,150 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

59 0 0 $0 No $0 Yes z_F Bachelors Student 53 Private $11,530 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 2/3/61 59 0 0 $0 No $0 Yes z_F Bachelors Student 29 Commercial $5,300 Sports Car $8,080 1

11 Highly Urban/ Urban

0 2/3/61 59 0 0 $0 No $0 Yes z_F Bachelors Student 53 Private

z_SUV $0 0

11 Highly Urban/ Urban

0

59 0 9

No

Yes M Bachelors Clerical 31 Private $15,610 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/1/61 59 0 11

No

Yes z_F Bachelors Clerical 55 Private $19,690 Pickup

2 $0 10 Highly Urban/ Urban

0

59 0 0 $0 No

Yes z_F z_High School Home Maker 51 Private $22,740 z_SUV

2 $0 9 Highly Urban/ Urban

1 1/30/61 59 1 13 $7,443 No Yes M $5,803

1 Highly Urban/ Urban

0

59 0 9

No

z_No z_F Bachelors z_Blue Collar 22 Commercial $14,640 Minivan $0 0 $3,667 9 Highly Urban/ Urban

0 1/28/61 59 0 9 $62,290 No $223,013 z_No z_F Bachelors z_Blue Collar 22 Commercial $11,530 Sports Car

1

9 Highly Urban/ Urban

0 1/27/61 59 2 0 $0 Yes

z_No z_F $11,093

3

1 Highly Urban/ Urban

0 1/26/61 59 3 9

Yes $0 z_No z_F z_High School z_Blue Collar 9 Commercial $13,700 Sports Car

3 $0 5 z_Highly Rural/ Rural

3 1/26/61 59 3 11

No

Yes z_F Masters z_Blue Collar 34 Private $13,810 Minivan $0 0 $0 18 Highly Urban/ Urban

0 1/25/61 59 0 12

No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial $13,950 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0 1/25/61 59 0 12 $73,664 No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial $15,110 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

2 1/25/61 59 3 15

No

Yes M

2 $0 7 Highly Urban/ Urban

0

59 2 10

No

Yes z_F z_High School Home Maker 84 Private $10,430 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

59 0 4

No

Yes M PhD Lawyer 26 Private $14,280 Minivan $0 0 $0 10 Highly Urban/ Urban

0

59 1 0 $0 No $0 Yes z_F $5,090

1

8 z_Highly Rural/ Rural

0 1/20/61 59 3 16

No

Yes z_F

0

59 0 11

No $206,587 Yes M Bachelors Professional 72 Private

Pickup $0 0 $0 7 z_Highly Rural/ Rural

2 1/18/61 59 3 14

Yes $0 z_No z_F z_High School z_Blue Collar 50 Commercial

Minivan $0 0

6 Highly Urban/ Urban

0 1/17/61 59 3 9

No

Yes z_F Bachelors z_Blue Collar 30 Commercial

Pickup

2 $0 10 Highly Urban/ Urban

1

59 3 6

No $118,100 Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/16/61 59 2 0 $0 No

Yes z_F z_High School Home Maker 17 Private $13,490 z_SUV $0 0 $2,829 8 Highly Urban/ Urban

0

59 0 15 No

Yes z_F

Sports Car $0 0

8 Highly Urban/ Urban

0 1/13/61 59 3 8

Yes

z_No z_F Bachelors Manager 23 Private

Sports Car

2 $0 9 Highly Urban/ Urban

1

59 2 12 $14,320 Yes

z_No z_F z_High School Home Maker 26 Private

Minivan

1 $6,880 4 Highly Urban/ Urban

0 1/10/61 59 0 9 No

Yes z_F z_High School Professional 64 Private $10,740 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 1/10/61 59 0 12

No

Yes z_F Bachelors z_Blue Collar 10 Commercial $10,130 Minivan

3 $0 z_Highly Rural/ Rural

0 1/9/61 59 1 7

Yes

z_No z_F Bachelors Professional 30 Private $14,870 Sports Car

3 $0 Highly Urban/ Urban

1 1/6/61 59 3 12

No

Yes M Bachelors Home Maker 39 Private $11,810 Pickup $0 0 $0 14 z_Highly Rural/ Rural

2 1/6/61 59 3 0 $0 No $0 Yes z_F $22,380

z_SUV $2,531 3 $0 1 Highly Urban/ Urban

2

59 2 12

Yes $0 z_No z_F Masters Lawyer 28 Private $15,500 z_SUV

2

1 Highly Urban/ Urban

0

59 0 8

No

Yes z_F Bachelors Clerical 10 Private

Pickup

2 $0 17 Highly Urban/ Urban

0 1/4/61 59 0 8 $83,304 No $234,493 Yes z_F Bachelors Clerical 10 Private

z_SUV

2 $0 17 Highly Urban/ Urban

1 1/2/61 59 1 12

Yes $0 z_No M Bachelors Manager 19 Private $10,560 Pickup $0 0 $4,018 Highly Urban/ Urban

0 1/1/61 59 0 0 $0 No

Yes M

0

59 0 No

Yes z_F Masters Lawyer 15 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

3

59 3 9

Yes

z_No M Bachelors Clerical 61 Commercial

Van $4,326 4 $0 13 z_Highly Rural/ Rural

0 12/29/60 59 0 14

No

Yes M Bachelors Professional 32 Private $15,740 Minivan $0 0 $0 11 Highly Urban/ Urban

0

59 0 10

No

Yes z_F Bachelors Home Maker 5 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

1

59 2 13 $38,317 No

Yes z_F PhD Doctor 44 Private $1,500 Sports Car

1 $0 8 Highly Urban/ Urban

0 12/25/60 59 3 0 $0 No $0 Yes z_F

0

59 0 11 No

Yes M PhD Manager 49 Private

Van $0 0 $0 15 Highly Urban/ Urban

0

59 0 8

No $0 z_No M Bachelors Professional 57 Private $15,120 Minivan

3 $0 4 z_Highly Rural/ Rural

1

59 1 12

No

Yes M Bachelors Professional 24 Commercial

Van

1 $0 6 Highly Urban/ Urban

0 12/21/60 59 2 0 $0 No

Yes z_F Bachelors Home Maker 25 Private $5,300 Sports Car

1 $0 8 Highly Urban/ Urban

1 12/21/60 59 1 12 $149,453 No $390,144 Yes M Bachelors Professional 24 Private $23,120 Minivan $0 0

6 Highly Urban/ Urban

1

59 4 16

No

Yes z_F

0

59 0 8

No

Yes z_F z_High School Professional 56 Commercial

Panel Truck

2

10 Highly Urban/ Urban

0

59 0 10

No $0 z_No z_F

z_SUV $2,820 3 $0 5 Highly Urban/ Urban

0 12/18/60 59 2 14

No Yes z_F

0 12/18/60 59 2 0 $0 No $0 Yes z_F

Sports Car

1 $5,336 6 Highly Urban/ Urban

0

59 2 12

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/17/60 59 0

No

Yes M z_High School Professional 5 Commercial $9,870 Pickup

1

1 Highly Urban/ Urban

0

59 0 9

No

Yes M Masters Manager 19 Private $20,680 Van $0 0 $0 13 Highly Urban/ Urban

2

59 2 12

No

Yes z_F z_High School Clerical 57 Private $15,500 Minivan $0 0 $0 10 Highly Urban/ Urban

0

59 0 6

No

Yes z_F Masters 44 Commercial $23,260 Pickup $0 0 $0 13 Highly Urban/ Urban

0

59 0 8

No

Yes z_F Bachelors z_Blue Collar 21 Commercial $16,480 Sports Car

3 $6,393 1 Highly Urban/ Urban

0 12/11/60 59 2 11

Yes

z_No M Bachelors Manager 5 Commercial

Panel Truck

1 $0 14 Highly Urban/ Urban

0

59 1 10

Yes

z_No z_F Bachelors Professional 27 Private $14,440 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 12/9/60 59 0 0 $0 No

Yes M

Van

2

1 Highly Urban/ Urban

0

59 0 12

No

Yes z_F Masters Lawyer 38 Private

Minivan $8,450 1 $0 15 z_Highly Rural/ Rural

1 12/8/60 59 2 0 $0 Yes $0 z_No z_F

0 12/8/60 59 0 14

No

Yes M z_High School Clerical 31 Private $12,270 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

59 2 14

No

Yes M Bachelors z_Blue Collar 41 Commercial $17,680 Van $0 0

10 Highly Urban/ Urban

0 12/7/60 59 2 14 $58,833 No $193,644 Yes M Bachelors z_Blue Collar 41 Commercial

Minivan

1

10 Highly Urban/ Urban

0

59 0 10

No $0 z_No z_F $2,288

8 Highly Urban/ Urban

1

59 2 15 $10,678 No

Yes M

0

59 2 11

No

Yes z_F $23,020

Pickup $0 0

1 Highly Urban/ Urban

0

59 0 9

No

z_No M Bachelors Professional 43 Commercial

Panel Truck

2 $0 10 Highly Urban/ Urban

0 12/1/60 59 0 13

No

Yes z_F PhD Professional 9 Private $17,970 Minivan

1 $0 22 Highly Urban/ Urban

0

59 0 7

No

Yes z_F Bachelors Home Maker 13 Private $13,990 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 11/28/60 59 3 13

No

Yes M Masters Lawyer 45 Private $15,150 Minivan $0 0 $0 17 Highly Urban/ Urban

0

59 2 10

Yes

z_No M Bachelors Professional 33 Commercial $11,310 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

59 0 6

No

Yes M Masters 30 Commercial

Van $0 0 $0 18 Highly Urban/ Urban

1

59 1 8

No

Yes z_F Bachelors Clerical 29 Private $20,690 z_SUV

2 $0 11 z_Highly Rural/ Rural

0

59 0 9

No $0 Yes M $1,770

Minivan $0 0

1 Highly Urban/ Urban

3

59 3 15

No

Yes M z_High School z_Blue Collar 35 Commercial $9,790 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

59 0 11 No $0 Yes z_F z_High School Student 44 Private $5,730 z_SUV $0 0 $5,175 11 z_Highly Rural/ Rural

0

59 0 7

No

z_No z_F Bachelors Professional 14 Private $15,070 Minivan $0 0 $0 3 Highly Urban/ Urban

0

59 0 10

No

Yes z_F

0

59 0 11

No

Yes z_F

0 11/17/60 59 3 12

Yes

z_No z_F Bachelors Professional 11 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0 11/17/60 59 3 12 $107,958 Yes z_No z_F Bachelors Professional 11 Private $16,430 Minivan

1 $0 Highly Urban/ Urban

0

59 0 13 No

Yes M z_High School Clerical 7 Commercial $5,480 Pickup

2

1 Highly Urban/ Urban

0

59 2 6

No

Yes M Masters Lawyer 59 Private

Pickup $6,050 2 $0 1 Highly Urban/ Urban

0

59 0 12

No

Yes M Bachelors z_Blue Collar 48 Private $4,740 Pickup $0 0

6 Highly Urban/ Urban

0

59 0 11

No $0 z_No M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

59 0 11

No $0 z_No z_F Bachelors Manager 42 Private

z_SUV

3 $0 11 Highly Urban/ Urban

0

59 0

No

Yes z_F z_High School z_Blue Collar 51 Commercial $14,440 Minivan $0 0 $0 8 z_Highly Rural/ Rural

1

59 1 0 $0 No

Yes M z_High School Home Maker 19 Private

Minivan

1 $0 1 Highly Urban/ Urban

0

59 2 12

Yes $0 z_No M

Pickup $2,610 3 $4,347 7 Highly Urban/ Urban

2

59 2 11 $30,290 No

Yes z_F $2,787

3

1 Highly Urban/ Urban

1

59 4 12

No

Yes z_F z_High School Home Maker 21 Private $5,400 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 11/6/60 59 0 11

No

Yes M Bachelors z_Blue Collar 18 Commercial $5,400 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

59 0 15

No

Yes M z_High School Manager 26 Private $14,670 Minivan $0 0 $0 7 Highly Urban/ Urban

2

59 2 14

No

Yes M Bachelors z_Blue Collar 19 Commercial $20,090 Van

2 $0 11 Highly Urban/ Urban

0 11/3/60 59 0 8

No $0 z_No z_F Bachelors Manager 54 Private $22,810 z_SUV

2 $0 11 Highly Urban/ Urban

0

59 2 12

Yes $0 z_No z_F Bachelors Manager 42 Private $12,690 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 11/2/60 59 2 12 $52,052 Yes $0 z_No z_F Bachelors Manager 31 Private $21,980 z_SUV $0 0 $0 Highly Urban/ Urban

0

59 0 13

No

Yes M Bachelors z_Blue Collar 6 Commercial $10,370 Pickup $0 0 $0 9 Highly Urban/ Urban

1 11/1/60 59 2 13

No

Yes M

0

59 0 11

No $0 z_No M PhD 34 Commercial $20,520 Van $0 0

17 Highly Urban/ Urban

0

59 0 13

No $0 z_No z_F PhD Manager 33 Private $7,350 z_SUV $1,650 2 $0 17 Highly Urban/ Urban

1 10/29/60 59 3 12

Yes $0 z_No z_F z_High School Student 9 Commercial $7,050 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

59 0 9

No

Yes z_F Masters Manager 45 Private

z_SUV

2 $0 1 Highly Urban/ Urban

1

59 2 11

No $0 Yes z_F z_High School Student 10 Private

z_SUV $0 0

6 Highly Urban/ Urban

0 10/24/60 59 0 7

No

Yes z_F Bachelors Manager 8 Private $29,170 Pickup $0 0 $0 13 Highly Urban/ Urban

0 10/24/60 59 1 17

No

Yes z_F

0 10/24/60 59 0 7 $140,469 No $351,523 Yes z_F Bachelors Manager 8 Private $15,550 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 10/24/60 59 0 7

No $0 z_No z_F Bachelors Home Maker 32 Private $9,730 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

59 1 11

No

Yes z_F z_High School Professional 38 Private $8,620 z_SUV

2 $3,349 1 Highly Urban/ Urban

0

59 1

No

Yes z_F Bachelors z_Blue Collar 56 Private $12,620 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

59 0 12

No

Yes M Bachelors Manager 44 Private $12,770 Minivan $0 0 $0 11 Highly Urban/ Urban

0

59 3 15 $48,741 No

Yes M Masters 31 Commercial $25,460 Panel Truck

2 $0 21 Highly Urban/ Urban

0 10/20/60 59 2 16

No

Yes M z_High School z_Blue Collar 23 Commercial $29,250 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

1 10/20/60 59 1 10 No

Yes M Bachelors Manager 40 Private $5,400 Minivan

1 $0 10 Highly Urban/ Urban

0 10/20/60 59 0 10

No

z_No z_F Bachelors Professional 29 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 10/20/60 59 0

No

Yes M Bachelors Professional 33 Private $5,300 Pickup

3 $0 6 Highly Urban/ Urban

0 10/20/60 59 3 15 $48,741 No $158,683 Yes M Masters 31 Commercial

Panel Truck $0 0 $0 21 Highly Urban/ Urban

0 10/20/60 59 0 $94,059 No $286,323 Yes M Bachelors Professional 33 Commercial

Panel Truck $0 0

6 Highly Urban/ Urban

0 10/20/60 59 0 11

No

Yes z_F

0

59 0 10

No

Yes M Bachelors z_Blue Collar 39 Commercial $14,010 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

59 0 6 No $0 z_No z_F Masters Lawyer 51 Private $12,880 Minivan $0 0

z_Highly Rural/ Rural

0

59 0 8

No Yes M Masters Manager 20 Private $8,450 Pickup $0 0 $0 11 Highly Urban/ Urban

0

59 1 10

No

Yes z_F Bachelors Home Maker 57 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0

59 0 10

No $0 z_No z_F z_High School z_Blue Collar 29 Commercial $7,660 z_SUV

2

1 Highly Urban/ Urban

1

59 3 13

No

Yes z_F Bachelors Clerical 32 Private $23,420 Sports Car

1 $0 1 z_Highly Rural/ Rural

0

59 0 No $0 Yes z_F $4,697

1 $0 1 Highly Urban/ Urban

0 10/8/60 59 0 15

No

Yes z_F z_High School z_Blue Collar 32 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

59 0 11

No

z_No M Bachelors z_Blue Collar 41 Commercial $19,530 Van

2 $0 13 Highly Urban/ Urban

0 10/7/60 59 0 11 $80,021 No $264,048 z_No M Bachelors z_Blue Collar 41 Commercial

Pickup

3 $0 13 Highly Urban/ Urban

0

59 0 6

No

Yes z_F

0

59 0 8

No

z_No z_F

z_SUV

1 $0 5 Highly Urban/ Urban

0 10/5/60 59 0 9

No $0 z_No z_F Bachelors Clerical 59 Private $8,370 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

59 0 11

No

Yes M Bachelors z_Blue Collar 34 Commercial

Minivan

1 $0 13 Highly Urban/ Urban

1

59 3 0 $0 Yes $0 z_No z_F Bachelors Home Maker 39 Private $6,580 z_SUV $0 0

1 z_Highly Rural/ Rural

1 10/3/60 59 2 11

No

Yes z_F z_High School z_Blue Collar 52 Private

Minivan $0 0 $3,931 1 Highly Urban/ Urban

0

59 1 11

Yes

z_No M Bachelors z_Blue Collar 25 Commercial $8,480 Pickup

2 $0 6 Highly Urban/ Urban

1

59 1 14 No

Yes z_F Bachelors z_Blue Collar 40 Commercial $12,370 z_SUV

1 $0 8 Highly Urban/ Urban

0 9/30/60 59 0 12

No

z_No M Masters Lawyer 9 Private $1,500 Minivan

1 $0 6 Highly Urban/ Urban

0 9/30/60 59 0 13

No

Yes M Bachelors Manager 24 Private $13,190 Minivan $0 0 $0 11 Highly Urban/ Urban

1 9/30/60 59 1 14 No $178,545 Yes z_F Bachelors z_Blue Collar 40 Commercial $11,780 Sports Car

2 $5,289 8 Highly Urban/ Urban

2

59 3

Yes $0 z_No z_F Masters Lawyer 27 Private $5,400 z_SUV $0 0 $2,424 15 Highly Urban/ Urban

0

59 0 12

No

Yes z_F Masters Professional 27 Private $18,170 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

59 0 12

No

Yes M Bachelors Manager 46 Private $10,370 Pickup $0 0 $0 10 Highly Urban/ Urban

1

59 2 14

No

Yes z_F Bachelors z_Blue Collar 5 Commercial $11,620 z_SUV $0 0

10 Highly Urban/ Urban

0

59 0 11

No

Yes z_F z_High School z_Blue Collar 45 Commercial

z_SUV $0 0 $2,777 8 Highly Urban/ Urban

0 9/24/60 59 0 11

No

Yes M z_High School Clerical 38 Private $9,950 Pickup

3 $0 1 Highly Urban/ Urban

1

59 1 11

No

Yes z_F z_High School Clerical 32 Private $10,490 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

59 0 9

No $0 z_No z_F Masters Manager 28 Private

Sports Car

1 $0 15 Highly Urban/ Urban

0

59 0 11

No $0 z_No M PhD Doctor 42 Private $28,800 Minivan $0 0 $0 19 Highly Urban/ Urban

1 9/21/60 59 1 5

No

Yes z_F Bachelors Manager 50 Private $20,680 Minivan

2 $0 6 Highly Urban/ Urban

0

59 0 5

No

Yes M z_High School Clerical 69 Private $21,990 Minivan

3

z_Highly Rural/ Rural

0

59 1 6

No

Yes z_F Bachelors Professional 28 Private $7,100 z_SUV $0 0

Highly Urban/ Urban

0 9/17/60 59 1 6 $56,014 No $234,014 Yes z_F Bachelors Professional 28 Private

Pickup $0 0 $0 Highly Urban/ Urban

0 9/17/60 59 0 9

No $0 z_No z_F Masters Professional 19 Private $19,760 Minivan

3 $0 15 Highly Urban/ Urban

2 9/17/60 59 2 11 $138 Yes $0 z_No M

0

59 1 13

No

Yes z_F Bachelors z_Blue Collar 44 Commercial $9,290 z_SUV $0 0 $706 10 Highly Urban/ Urban

1

59 2 14

No

Yes M Masters 21 Commercial

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

0

59 2 13

No

Yes M PhD Doctor 46 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

59 3 13 $79,415 No

Yes z_F z_High School z_Blue Collar 45 Commercial

Minivan

1 $0 10 Highly Urban/ Urban

3 9/11/60 59 5 14

No $0 Yes M $7,621

2

1 Highly Urban/ Urban

2

59 3 0 $0 Yes $0 z_No z_F PhD Home Maker 30 Commercial $22,810 Pickup $0 0

19 Highly Urban/ Urban

1

59 2 14

No

Yes M

0 9/9/60 59 0 10

No

z_No M Bachelors z_Blue Collar 68 Private $3,350 Minivan

2 $3,423 14 z_Highly Rural/ Rural

0

59 2 13

No

Yes z_F Bachelors z_Blue Collar 19 Commercial $5,400 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

59 2 8

No

Yes z_F z_High School z_Blue Collar 21 Commercial

z_SUV

1 $0 11 Highly Urban/ Urban

1 9/7/60 59 2 8 $15,790 Yes $0 z_No z_F PhD Lawyer 24 Private $23,970 z_SUV

2

8 Highly Urban/ Urban

1 9/7/60 59 3 10

Yes $0 z_No z_F z_High School z_Blue Collar 27 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1

59 2 13

No

Yes M z_High School Manager 6 Private $10,210 Pickup $0 0

Highly Urban/ Urban

0

59 0 0 $0 No Yes z_F z_High School Student 35 Private $9,460 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

59 0 10

No $0 z_No z_F Bachelors z_Blue Collar 43 Commercial

Van

2 $0 9 Highly Urban/ Urban

0

59 0 12

No $0 z_No M Bachelors Manager 26 Commercial $10,260 Pickup $0 0 $0 14 Highly Urban/ Urban

0 9/1/60 59 0 10

No $0 z_No z_F Bachelors z_Blue Collar 21 Private $19,960 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

59 0 16

No

Yes M z_High School z_Blue Collar 40 Commercial $14,610 Minivan $0 0

1 Highly Urban/ Urban

0 8/31/60 59 0 13

No $0 z_No M Bachelors z_Blue Collar 6 Commercial

Minivan $0 0 $0 12 Highly Urban/ Urban

0 8/31/60 59 0 10

No $0 z_No z_F Bachelors Professional 53 Private

Sports Car

1

1 Highly Urban/ Urban

0 8/31/60 59 4 12 No $0 Yes z_F z_High School Student 18 Private $5,400 z_SUV

3 $262 Highly Urban/ Urban

0

59 0 8

No

Yes M z_High School Professional 25 Commercial $5,400 Pickup $0 0 $0 5 Highly Urban/ Urban

0

59 0 13

No

Yes M z_High School Clerical 45 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

59 1 13

No

Yes M Bachelors Manager 46 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 8/27/60 59 1 13 $91,164 No $258,261 Yes M Bachelors Manager 17 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

59 0 13

No $0 Yes z_F

0

59 1 0 $0 No $0 Yes z_F

0 8/24/60 59 1 12

Yes

z_No z_F

3 $7,800 6 Highly Urban/ Urban

2

59 2 7

No

Yes z_F Masters Lawyer 32 Private $18,960 Minivan

1 $0 15 Highly Urban/ Urban

0 8/23/60 59 3 14

Yes $0 z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 8/23/60 59 0 12

No

Yes z_F Bachelors Clerical 26 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 8/23/60 59 3 14 $51,524 Yes $0 z_No z_F

0 8/23/60 59 3 14 $51,524 Yes $0 z_No z_F $8,454

3 $3,857 1 Highly Urban/ Urban

0 8/23/60 59 3 14 Yes $0 z_No z_F

z_SUV

2

Highly Urban/ Urban

0

59 0 0 $0 No

z_No z_F Bachelors Home Maker 103 Private $5,400 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

59 3 16 $42,535 No

Yes M z_High School Clerical 22 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0 8/20/60 59 0 11

No $0 z_No M Masters Manager 29 Commercial

Van

3

Highly Urban/ Urban

0 8/20/60 59 3 16 $42,535 No $189,139 Yes M z_High School Clerical 22 Private $13,350 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

59 0 10

No z_No M Masters Lawyer 24 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

2

59 3 12

No Yes z_F Bachelors Clerical 43 Commercial $7,210 z_SUV $0 0

9 Highly Urban/ Urban

0 8/18/60 59 0 12

No

Yes z_F Masters Lawyer 14 Private $6,130 Sports Car $0 0 $0 Highly Urban/ Urban

2

59 2 12

No

Yes z_F PhD Lawyer 5 Private

Van $0 0 $0 13 Highly Urban/ Urban

0

59 3 8

No

Yes z_F $6,481

3 Highly Urban/ Urban

0

59 1 11

No

Yes z_F Masters Professional 26 Private $28,290 Pickup $0 0 $0 1 Highly Urban/ Urban

0 8/13/60 59 0

No

Yes z_F z_High School z_Blue Collar 32 Private $9,030 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

59 0 8

No

Yes M

Panel Truck $0 0

6 Highly Urban/ Urban

0

59 0 13

No

Yes z_F $3,125

6 Highly Urban/ Urban

0

59 0 9 No

Yes M z_High School z_Blue Collar 67 Commercial $1,500 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 8/9/60 59 0 9 No $118,758 Yes M z_High School z_Blue Collar 67 Commercial $4,390 Minivan $0 0 $0 8 z_Highly Rural/ Rural

1

59 2 14

No

Yes z_F z_High School z_Blue Collar 32 Commercial $15,010 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

59 3 12

Yes

z_No z_F Bachelors Clerical 43 Private $10,590 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

1

59 1 13

No

Yes z_F Bachelors Clerical 21 Private $14,480 Minivan $0 0 $0 9 Highly Urban/ Urban

0 8/5/60 59 1 12

Yes $0 z_No z_F Bachelors Professional 19 Private

Minivan

1 $0 14 Highly Urban/ Urban

1

59 1 13

No Yes z_F Masters Manager 26 Private $10,170 z_SUV

1 $0 11 Highly Urban/ Urban

1

59 2 13

Yes

z_No z_F Bachelors z_Blue Collar 38 Commercial

z_SUV

2 $0 13 Highly Urban/ Urban

2

60 2 10

No Yes M z_High School z_Blue Collar 34 Commercial

Minivan

2 $0 9 Highly Urban/ Urban

0

60 0 10

No

z_No M z_High School z_Blue Collar 60 Commercial $8,960 Minivan $0 0 $0 z_Highly Rural/ Rural

0

60 0 10

No

Yes M Bachelors z_Blue Collar 38 Commercial

Van $0 0 $0 13 Highly Urban/ Urban

0 7/26/60 60 1 0 $0 Yes $0 z_No z_F Bachelors Student 15 Private $19,470 z_SUV $0 0

8 z_Highly Rural/ Rural

1 7/26/60 60 2 11 $19,785 No

Yes z_F $26,210

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

1

60 1 14

No

Yes M z_High School Professional 38 Private $22,780 Minivan $0 0 $0 1 Highly Urban/ Urban

0 7/25/60 60 0 9

No $0 z_No z_F z_High School Clerical 47 Private

Sports Car $7,191 1

1 Highly Urban/ Urban

0 7/25/60 60 0 12

No

z_No M $2,720

Minivan $0 0

1 Highly Urban/ Urban

0

60 0 11

No

Yes M Bachelors Professional 51 Private $7,240 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

60 0 0 $0 No $0 z_No z_F Bachelors Student 38 Commercial $5,400 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 7/19/60 60 0 No $0 z_No z_F Masters Lawyer 14 Private $10,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

60 0 10

No

Yes M z_High School z_Blue Collar 20 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

1 7/18/60 60 3 14

No

Yes z_F Bachelors Clerical 27 Private $13,740 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

60 0 9

No $0 z_No z_F PhD Lawyer 44 Private $5,400 Sports Car

2

18 Highly Urban/ Urban

0

60 0 6 No z_No M

2

60 3 17

No

Yes M Masters 36 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 7/15/60 60 3 17

No $0 Yes z_F

0

60 0 9

No $0 z_No z_F z_High School Clerical 44 Private

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

0

60 2 15

No

Yes M z_High School Professional 5 Private $15,220 Minivan

4 $0 1 Highly Urban/ Urban

0

60 0 13

No

Yes M Bachelors Manager 23 Private $9,780 Pickup

2 $0 1 Highly Urban/ Urban

1 7/8/60 60 2 7

No $0 Yes M $3,973

1 $0 Highly Urban/ Urban

0

60 3 12

No

Yes M z_High School Manager 31 Commercial $8,700 Pickup $0 0 $0 1 Highly Urban/ Urban

0 7/6/60 60 0 0 $0 No $0 Yes M z_High School Student 34 Commercial $18,770 Pickup $0 0 $0 7 Highly Urban/ Urban

0

60 0 10

No $0 z_No z_F z_High School Clerical 5 Private

z_SUV

1 $0 7 Highly Urban/ Urban

1 7/5/60 60 3 14

No

Yes z_F z_High School Clerical 58 Private $21,390 z_SUV

2 $0 5 Highly Urban/ Urban

0

60 0 13

No $0 z_No z_F z_High School Clerical 11 Private $7,230 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 7/4/60 60 0 10

No $0 z_No M Masters Professional 52 Private $12,480 Minivan $0 0 $0 14 Highly Urban/ Urban

0

60 2

No

Yes z_F Bachelors Manager 33 Private $9,560 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

60 2 12

No

Yes M z_High School z_Blue Collar 42 Commercial $7,470 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

60 2 13

No

Yes M

0

60 0 0 $0 No $0 z_No z_F z_High School Home Maker 46 Private $5,400 z_SUV

3 $0 Highly Urban/ Urban

0 6/29/60 60 3 16

No

Yes M z_High School z_Blue Collar 34 Commercial $14,000 Minivan $0 0

9 Highly Urban/ Urban

1

60 1 13

No

Yes z_F

Minivan $0 0

1 Highly Urban/ Urban

1

60 3 14

Yes

z_No z_F Bachelors Professional 87 Private $14,580 z_SUV

3

7 Highly Urban/ Urban

0 6/27/60 60 0 0 $0 No $0 Yes z_F z_High School Student 55 Commercial $5,400 Sports Car

3

8 Highly Urban/ Urban

0

60 0 11

No $0 z_No z_F $10,535

1 $0 1 Highly Urban/ Urban

0

60 0 9

No

Yes z_F

0

60 0 6

No

Yes M Bachelors Professional 39 Commercial $21,430 Van

1

9 Highly Urban/ Urban

2

60 2

No

Yes z_F z_High School Professional 5 Commercial $17,510 Pickup $0 0 $0 7 Highly Urban/ Urban

0

60 2 12

No

Yes M z_High School Professional 18 Private $4,960 Pickup $0 0 $0 1 Highly Urban/ Urban

0

60 3 7

Yes $0 z_No z_F Bachelors Clerical 35 Private

z_SUV $0 0

10 Highly Urban/ Urban

0

60 0 12

No $0 z_No M PhD Manager 30 Commercial

Van $0 0 $0 18 Highly Urban/ Urban

0 6/14/60 60 0 9

No $0 z_No z_F Bachelors Manager 58 Private $9,930 z_SUV

1

Highly Urban/ Urban

0

60 2 13 $26,840 Yes

z_No M Masters Lawyer 26 Private $21,950 Van

3 $0 9 Highly Urban/ Urban

0 6/10/60 60 2 13 $26,840 Yes $143,884 z_No M Masters 26 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

60 0 12

No

Yes z_F Bachelors z_Blue Collar 35 Commercial

z_SUV $0 0 $0 13 Highly Urban/ Urban

0 6/9/60 60 0 12

No

Yes z_F

0

60 0 11 No $64,192 z_No z_F z_High School Home Maker 52 Private

Sports Car

2 $0 1 z_Highly Rural/ Rural

1

60 2 13

Yes $0 z_No M z_High School Clerical 50 Private $11,300 Pickup

2

7 Highly Urban/ Urban

0

60 3 7

No

Yes z_F z_High School Clerical 33 Private

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0 6/5/60 60 0 5

No

z_No z_F z_High School z_Blue Collar 7 Commercial $5,400 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

60 1 13

Yes $0 z_No z_F Masters Lawyer 37 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

60 0 0 $0 No $0 z_No z_F z_High School Student 53 Commercial

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

0 5/31/60 60 3 14

No

Yes M Bachelors Professional 45 Commercial $23,610 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

1

60 2 12

Yes $0 z_No M Bachelors Professional 37 Private

Minivan

2 $4,771 12 Highly Urban/ Urban

0 5/30/60 60 1

Yes $0 z_No M

Panel Truck

1 $0 5 z_Highly Rural/ Rural

0

60 0 No

Yes M Bachelors Clerical 15 Commercial

Van $654 3

11 Highly Urban/ Urban

2

60 3 10

Yes $0 z_No M

Panel Truck

3 $0 1 z_Highly Rural/ Rural

1

60 2 0 $0 Yes

z_No z_F z_High School Home Maker 20 Private $6,670 z_SUV

1 $0 10 Highly Urban/ Urban

1

60 3 17

No

Yes M z_High School Clerical 68 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

1 5/25/60 60 2 14 $24,546 No

Yes z_F z_High School z_Blue Collar 5 Commercial

z_SUV

2 $0 10 Highly Urban/ Urban

0

60 3 14

No Yes z_F

0

60 1 15

No

Yes z_F z_High School Clerical 39 Private $13,140 z_SUV

3

7 z_Highly Rural/ Rural

0 5/17/60 60 0 11

No

Yes M

0

60 2 7

Yes $0 z_No z_F Bachelors Student 44 Private $5,500 z_SUV $0 0

10 z_Highly Rural/ Rural

0

60 2 12

No

Yes M

0

60 0 7

No $0 z_No M z_High School Clerical 39 Commercial $9,200 Pickup

3

1 Highly Urban/ Urban

0 5/12/60 60 0

No

Yes z_F Masters Lawyer 9 Private $7,640 z_SUV

3 $0 19 Highly Urban/ Urban

0

60 3 12 No $0 Yes z_F Bachelors Student 7 Commercial $6,930 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 5/11/60 60 2 9

No

Yes z_F z_High School z_Blue Collar 32 Commercial

z_SUV

1

10 Highly Urban/ Urban

0 5/11/60 60 0 9

No

Yes M z_High School z_Blue Collar 5 Commercial

Pickup $0 0

5 Highly Urban/ Urban

0

60 0 10

No $0 z_No M Bachelors z_Blue Collar 25 Commercial $21,380 Van $0 0 $5,563 8 Highly Urban/ Urban

0 5/10/60 60 0 10 $116,247 No $0 z_No M Bachelors z_Blue Collar 25 Commercial $1,500 Minivan $0 0

8 Highly Urban/ Urban

0 5/10/60 60 2 13

Yes $0 z_No z_F $7,415

3

4 Highly Urban/ Urban

0

60 2 14

No

Yes z_F Bachelors z_Blue Collar 16 Private $26,370 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

60 0 13

No

Yes M z_High School Manager 34 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

60 0 11

No

z_No M z_High School Professional 22 Commercial $10,950 Pickup $0 0 $0 8 z_Highly Rural/ Rural

1

60 1 12 Yes $0 z_No M

1 Highly Urban/ Urban

0 5/3/60 60 3 11

Yes $0 z_No z_F z_High School Manager 53 Private $10,340 Minivan $0 0 $0 12 Highly Urban/ Urban

0

60 3 12

No

Yes M z_High School z_Blue Collar 42 Commercial $5,400 Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/2/60 60 1 8

No

Yes z_F Masters Lawyer 25 Private $10,910 z_SUV

2 $0 21 Highly Urban/ Urban

0

60 3 12

Yes $0 z_No z_F PhD Lawyer 52 Private $9,720 z_SUV $0 0 $2,474 13 Highly Urban/ Urban

1 4/30/60 60 2 5

No

Yes z_F

z_SUV $7,120 2 $0 1 Highly Urban/ Urban

0

60 0 6

No

Yes z_F Bachelors Clerical 49 Private

Sports Car $0 0 $0 13 Highly Urban/ Urban

1

60 1 12

No

Yes M z_High School Manager 44 Private

Minivan

3 $0 10 Highly Urban/ Urban

0

60 0 14

No

Yes M Masters Lawyer 54 Private $3,200 Minivan

1 $0 Highly Urban/ Urban

1

60 1 13

No

Yes z_F Bachelors Clerical 66 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

60 0 11 No

z_No M Bachelors Professional 31 Commercial $17,580 Van

3 $0 14 Highly Urban/ Urban

0 4/24/60 60 2 13

No

Yes z_F Bachelors Professional 52 Private $20,960 Minivan

1 $0 9 Highly Urban/ Urban

2

60 2 11

No

Yes z_F z_High School z_Blue Collar 49 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

60 2 12

Yes $0 z_No z_F z_High School Clerical 29 Private $8,310 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2

60 3 12

No

Yes z_F z_High School z_Blue Collar 42 Commercial $9,360 Sports Car

2

10 Highly Urban/ Urban

0

60 0 8

No

z_No z_F Bachelors z_Blue Collar 39 Commercial $15,180 z_SUV

1

9 Highly Urban/ Urban

0

60 0 14

No $0 z_No M

1 Highly Urban/ Urban

0

60 1 7

No Yes M z_High School z_Blue Collar 22 Commercial

Van $0 0

5 Highly Urban/ Urban

0 4/15/60 60 0 13

No

Yes z_F Masters Lawyer 19 Private $8,530 Minivan $0 0 $0 15 Highly Urban/ Urban

0

60 0 11

No

z_No z_F Bachelors Professional 49 Private $7,330 z_SUV

2 $0 11 Highly Urban/ Urban

1

60 2 10

No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

0

60 0 12 $33,570 No

z_No M Bachelors Clerical 44 Private $7,410 Pickup $0 0 $2,519 11 z_Highly Rural/ Rural

3 4/11/60 60 3 14

Yes

z_No z_F Masters Manager 37 Private $9,830 Sports Car

3

Highly Urban/ Urban

0 4/11/60 60 0 12 $33,570 No $189,197 z_No M Bachelors Clerical 44 Private $8,520 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

60 2

No

Yes M

Minivan

2 $0 1 Highly Urban/ Urban

0 4/10/60 60 0 10

No

Yes M Bachelors Manager 11 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0

60 0 12

No

Yes z_F Masters Manager 31 Private $13,810 z_SUV

4

16 Highly Urban/ Urban

0

60 0 10

No $0 z_No M z_High School Clerical 30 Private $8,510 Minivan

2

13 Highly Urban/ Urban

0 4/3/60 60 0 $0 No

Yes M Bachelors Home Maker 52 Private $18,420 Minivan

1 $0 7 Highly Urban/ Urban

1 4/3/60 60 2 12 $956 No $0 Yes z_F Bachelors Student 25 Commercial $17,550 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1

60 2 14 $30,600 No

Yes M

0

60 0 10

No $0 z_No M Bachelors Professional 45 Private

Minivan

1 $4,704 12 Highly Urban/ Urban

0 4/1/60 60 2 15

No

Yes M

0

60 2 10

No

Yes M z_High School Clerical 47 Commercial $20,570 Van $0 0 $0 1 z_Highly Rural/ Rural

0 3/31/60 60 0 9

No

z_No z_F z_High School z_Blue Collar 5 Commercial

Pickup $0 0

4 Highly Urban/ Urban

0

60 0 10

No

Yes M Bachelors z_Blue Collar 42 Commercial $10,880 Pickup $0 0 $0 12 Highly Urban/ Urban

0

60 0 11

No

Yes M Masters Manager 9 Commercial

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

0

60 2 12

Yes $0 z_No M Masters Lawyer 18 Private $1,500 Minivan $0 0 $0 14 z_Highly Rural/ Rural

1

60 2 0 $0 No

Yes z_F z_High School Home Maker 27 Private $8,490 z_SUV $0 0 $0 6 Highly Urban/ Urban

3

60 3 13

No

Yes M Bachelors z_Blue Collar 36 Commercial

Panel Truck

2

1 Highly Urban/ Urban

0

60 3 16

No

Yes z_F

Pickup $6,937 1

7 Highly Urban/ Urban

0 3/16/60 60 3 16 $22,626 No $60,718 Yes z_F $5,764

1 $0 7 Highly Urban/ Urban

0

60 0 12

No

Yes M z_High School Professional 16 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

0 3/15/60 60 0 13

No

Yes M PhD Lawyer 54 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/15/60 60 0 12 $38,924 No $185,320 Yes M z_High School Professional 16 Private $9,290 Pickup $1,794 2 $0 Highly Urban/ Urban

0

60 1

Yes $0 z_No M $8,673

3

1 Highly Urban/ Urban

1 3/14/60 60 2

Yes $0 z_No z_F

3 $0 1 Highly Urban/ Urban

0

60 0 11

No

Yes M Bachelors Professional 46 Commercial $23,790 Panel Truck

1 $0 1 Highly Urban/ Urban

0

60 0 12

No

Yes z_F Bachelors z_Blue Collar 11 Commercial

Pickup $0 0 $0 Highly Urban/ Urban

0

60 0 11

No

Yes M Masters 29 Commercial

Panel Truck

1 $0 21 Highly Urban/ Urban

0

60 0 14

No $0 z_No M Bachelors Professional 36 Private $12,740 Minivan $3,320 1 $0 7 Highly Urban/ Urban

0 3/9/60 60 0 10

No

Yes z_F PhD Lawyer 24 Private $16,300 z_SUV $0 0 $0 19 Highly Urban/ Urban

1

60 2 0 $0 Yes $0 z_No z_F z_High School Home Maker 5 Private $5,400 Sports Car

3

6 Highly Urban/ Urban

0

60 0 12

No

Yes z_F z_High School z_Blue Collar 41 Commercial

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 3/5/60 60 0 15

No

Yes z_F Masters Lawyer 42 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

1 3/5/60 60 1 15

No

Yes z_F z_High School Clerical 11 Private $11,490 Sports Car

1 $6,042 2 z_Highly Rural/ Rural

0

60 0 0 $0 No

Yes z_F PhD Home Maker 47 Private $15,290 Sports Car $1,344 4 $0 12 Highly Urban/ Urban

0 3/3/60 60 2 12

Yes $0 z_No z_F z_High School Student 69 Commercial $16,230 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

60 1 0 $0 Yes $0 z_No z_F Bachelors Student 31 Commercial $5,400 Sports Car $0 0

10 Highly Urban/ Urban

0 3/2/60 60 1 0 $0 Yes $0 z_No z_F Bachelors Student 31 Commercial $5,400 z_SUV

1 $0 10 Highly Urban/ Urban

1

60 2 15

Yes $0 z_No M Masters Manager 6 Commercial

Van $35,577 3

12 Highly Urban/ Urban

1 3/1/60 60 2 13

No

Yes z_F z_High School Clerical 38 Private $9,830 z_SUV

2

1 Highly Urban/ Urban

0 3/1/60 60 0 10

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial $5,600 z_SUV $0 0

10 Highly Urban/ Urban

2 3/1/60 60 2

No

Yes M Masters Manager 25 Private $23,610 Minivan

1

16 Highly Urban/ Urban

0 2/29/60 60 2 0 $0 No

Yes z_F

1

60 1 16

No $0 Yes z_F

Pickup

2

1 Highly Urban/ Urban

0 2/28/60 60 3 0 $0 Yes

z_No z_F z_High School Home Maker 56 Private $5,400 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

60 0 8

No $0 z_No z_F PhD 55 Commercial

Pickup

4 $4,090 18 Highly Urban/ Urban

0 2/27/60 60 0 7

No

Yes M z_High School Clerical 8 Private

Pickup

1 $0 1 Highly Urban/ Urban

0 2/26/60 60 2 12

Yes $0 z_No M Masters 37 Commercial

Panel Truck

2 $0 14 Highly Urban/ Urban

0 2/25/60 60 0 9

No

z_No z_F Bachelors Manager 29 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0 2/25/60 60 0 0 $0 No $0 z_No z_F Bachelors Home Maker 41 Commercial $10,070 z_SUV

2

14 Highly Urban/ Urban

0 2/25/60 60 0 11

No $0 z_No z_F $4,031

1

6 Highly Urban/ Urban

0 2/24/60 60 2 0 $0 Yes z_No M

0

60 1 0 $0 Yes z_No z_F $13,647

2

1 Highly Urban/ Urban

0 2/21/60 60 0 14

No

Yes M Bachelors Professional 29 Commercial $24,480 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0 2/21/60 60 0 14 $93,077 No $244,764 Yes M Bachelors Professional 29 Private $14,710 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/21/60 60 0 14 $93,077 No $244,764 Yes M Bachelors Professional 29 Private $14,710 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/20/60 60 0 11

No

Yes M Bachelors Manager 43 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/20/60 60 0 11 $23,670 No $0 z_No M $34,346

3 $0 1 Highly Urban/ Urban

1 2/19/60 60 1 10

No

Yes M Masters Lawyer 33 Private $14,690 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 60 0 6

No $0 z_No z_F z_High School Professional 32 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 2/18/60 60 0 9

No

Yes z_F z_High School Clerical 30 Private $1,500 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 60 0 14

No

Yes M PhD Lawyer 25 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/18/60 60 0 9 $35,366 No $166,481 Yes z_F z_High School Clerical 30 Private $5,400 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 60 0 9 $35,366 No $166,481 Yes z_F z_High School Clerical 30 Private $6,790 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 2/18/60 60 0 13

No $0 z_No z_F z_High School z_Blue Collar 59 Commercial $5,400 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 2/17/60 60 0 10

No

Yes M Bachelors Manager 48 Private $10,880 Pickup $0 0 $0 11 Highly Urban/ Urban

1 2/15/60 60 2 14

Yes $0 z_No M z_High School z_Blue Collar 13 Private

Minivan

1 $0 1 Highly Urban/ Urban

3 2/15/60 60 3 11

No

Yes z_F Masters Professional 24 Private

z_SUV

1

20 Highly Urban/ Urban

2

60 2 12

Yes

z_No z_F Bachelors Professional 42 Private $12,330 z_SUV

2

Highly Urban/ Urban

0 2/14/60 60 3 13

Yes

z_No z_F PhD Manager 16 Private

Van $0 0 $0 13 Highly Urban/ Urban

0 2/13/60 60 3 9

Yes $0 z_No M Bachelors Manager 25 Private $9,980 Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/13/60 60 2 15

No

Yes z_F Bachelors Professional 41 Private

z_SUV

4 $0 7 Highly Urban/ Urban

0 2/13/60 60 0

No

z_No M Masters 30 Commercial $16,650 Van $0 0

12 Highly Urban/ Urban

1 2/11/60 60 1 9

Yes $0 z_No z_F Bachelors z_Blue Collar 5 Commercial $20,800 Minivan

1

9 Highly Urban/ Urban

3

60 3

No

Yes z_F Bachelors Clerical 6 Private

Minivan

2 $0 11 z_Highly Rural/ Rural

0 2/7/60 60 0 7

No $0 z_No M z_High School z_Blue Collar 27 Commercial $15,820 Minivan $0 0

1 Highly Urban/ Urban

0 2/7/60 60 2 7

No

Yes z_F z_High School Home Maker 66 Private $16,320 z_SUV

3

8 Highly Urban/ Urban

0 2/7/60 60 3 15

Yes $0 z_No z_F $2,452

1

8 z_Highly Rural/ Rural

0 2/6/60 60 2

No

Yes M z_High School Professional 43 Commercial $5,400 Pickup $0 0 $0 1 Highly Urban/ Urban

1 2/6/60 60 3 12

Yes

z_No M Bachelors Professional 43 Private $14,460 Minivan $6,055 3 $0 11 z_Highly Rural/ Rural

0 2/6/60 60 1 8

Yes

z_No z_F Bachelors Professional 13 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/4/60 60 2 12

Yes $0 z_No M z_High School Clerical 44 Private $5,400 Pickup $0 0

10 z_Highly Rural/ Rural

1 2/1/60 60 2 15

No

Yes z_F Bachelors Home Maker 49 Private $5,950 Sports Car

1

7 Highly Urban/ Urban

0

60 2 14

No

Yes z_F $14,100

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

0 1/28/60 60 0 11

No $0 z_No M Bachelors Professional 32 Private

Minivan $0 0 $6,190 9 Highly Urban/ Urban

2 1/27/60 60 3 13

No

Yes z_F z_High School Home Maker 13 Private $9,210 z_SUV $6,848 1

1 Highly Urban/ Urban

0 1/26/60 60 2 9

Yes $0 z_No z_F Masters Lawyer 41 Private

Minivan

2

15 Highly Urban/ Urban

0 1/26/60 60 2 9 $133,920 Yes $0 z_No z_F Masters 41 Commercial $18,790 Pickup

1 $0 15 Highly Urban/ Urban

0 1/24/60 60 2 10

No

Yes M z_High School z_Blue Collar 44 Commercial $21,320 Van

2

1 Highly Urban/ Urban

0 1/24/60 60 2 10 $30,618 No $157,285 Yes M z_High School z_Blue Collar 44 Commercial

Pickup

2

1 Highly Urban/ Urban

0 1/23/60 60 0 13

No $0 z_No z_F z_High School Clerical 26 Private $13,150 z_SUV $5,484 1 $4,209 1 Highly Urban/ Urban

0 1/23/60 60 1 14

No

Yes z_F

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

1

60 1 0 $0 No $0 Yes z_F z_High School Student 38 Commercial $9,400 z_SUV $5,436 2 $0 1 z_Highly Rural/ Rural

0 1/20/60 60 0 11

No

z_No M

0

60 3 14

Yes $0 z_No M z_High School z_Blue Collar 59 Commercial $7,750 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/17/60 60 1 13

No

Yes z_F Masters Manager 38 Private $19,670 Minivan $0 0 $0 13 Highly Urban/ Urban

2 1/16/60 60 2 13

Yes $0 z_No M z_High School Clerical 5 Commercial

Pickup $0 0 $7,628 1 Highly Urban/ Urban

0 1/13/60 60 0 8

No $0 z_No z_F Bachelors Professional 33 Private

z_SUV

2 $0 10 Highly Urban/ Urban

0 1/12/60 60 0 10

No $0 z_No z_F Masters Lawyer 52 Private $7,780 Sports Car $0 0

20 Highly Urban/ Urban

1 1/11/60 60 1 12

No

Yes M z_High School z_Blue Collar 55 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0 1/11/60 60 0 9

No

Yes z_F z_High School Professional 9 Private

z_SUV

2 $0 8 Highly Urban/ Urban

0 1/11/60 60 0 0 $0 No $0 z_No M Bachelors Student 42 Private $12,240 Minivan $5,093 2

z_Highly Rural/ Rural

0 1/11/60 60 0 11 No

Yes M PhD Lawyer 23 Private $5,400 Pickup $0 0 $0 20 Highly Urban/ Urban

1 1/11/60 60 1 12 $70,673 No $223,484 Yes M z_High School z_Blue Collar 55 Commercial

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

0 1/11/60 60 0 9 $40,716 No $170,076 Yes z_F z_High School Professional 64 Private $10,740 Sports Car

3

8 Highly Urban/ Urban

0 1/8/60 60 0 11

No

z_No M Bachelors z_Blue Collar 30 Commercial $6,610 Pickup $0 0 $2,729 Highly Urban/ Urban

0 1/7/60 60 3 13

No $0 Yes z_F z_High School Student 54 Private $11,620 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 1/7/60 60 0 11 No $0 z_No M Bachelors Professional 24 Private

Minivan

1 $0 14 Highly Urban/ Urban

0 1/7/60 60 0 12

No

Yes M z_High School Clerical 34 Private $8,310 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/6/60 60 0 12

No

z_No z_F z_High School Clerical 12 Private $1,500 z_SUV $0 0

7 Highly Urban/ Urban

1 1/6/60 60 3 13 Yes z_No z_F z_High School z_Blue Collar 43 Commercial $10,760 Pickup

2 $0 1 Highly Urban/ Urban

1 1/6/60 60 2 13

No

Yes M z_High School z_Blue Collar 6 Commercial $16,920 Van

1 $0 1 Highly Urban/ Urban

0 1/4/60 60 0 13

No

Yes M Bachelors Student 47 Private

Van $6,387 4 $0 12 Highly Urban/ Urban

0 1/3/60 60 0 11

No $0 z_No M z_High School Clerical 38 Private $5,400 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 1/3/60 60 0 11 $59,995 No $0 z_No M z_High School Clerical 38 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

1 1/3/60 60 3 16

No

Yes z_F $5,116

2 $0 9 Highly Urban/ Urban

0 1/1/60 60 1 12

Yes

z_No z_F PhD Lawyer 30 Private

Minivan $0 0 $0 25 Highly Urban/ Urban

1

60 1 12

No

Yes M Masters Manager 18 Commercial $5,400 Pickup $7,940 3

15 Highly Urban/ Urban

2 12/29/59 60 2 12

No Yes z_F Masters Manager 53 Private $5,400 z_SUV

2 $3,774 20 Highly Urban/ Urban

0

60 3

Yes $0 z_No z_F

1 12/28/59 60 1 11

Yes z_No M Bachelors Manager 10 Private $11,280 Pickup

2 $0 1 Highly Urban/ Urban

0

60 0 12

No

Yes z_F Bachelors z_Blue Collar 34 Commercial

Pickup $0 0 $0 12 z_Highly Rural/ Rural

0 12/27/59 60 0 9

No

z_No z_F z_High School Manager 29 Private $13,640 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/27/59 60 1 6

Yes $0 z_No z_F Bachelors Manager 29 Commercial $28,800 Pickup $0 0 $0 9 Highly Urban/ Urban

0 12/27/59 60 0 12

No

Yes z_F z_High School z_Blue Collar 9 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0

60 0 11

No $0 z_No z_F Bachelors Clerical 27 Private

z_SUV $8,350 1 $0 12 Highly Urban/ Urban

0

60 2 14

No

Yes M z_High School z_Blue Collar 35 Commercial $18,040 Van $0 0

11 Highly Urban/ Urban

1

60 2 7

No Yes z_F z_High School z_Blue Collar 35 Commercial $5,560 Sports Car $2,949 2

1 Highly Urban/ Urban

0

60 0 4

No

z_No M PhD Manager 21 Private

Pickup $0 0

16 Highly Urban/ Urban

0

60 2 0 $0 No

Yes z_F z_High School Home Maker 36 Private $8,750 Sports Car $0 0 $0 8 Highly Urban/ Urban

2

60 2 11 Yes $0 z_No z_F Bachelors Manager 16 Private

Sports Car $0 0

10 Highly Urban/ Urban

0

60 0 9

No $0 z_No z_F z_High School Clerical 24 Private $8,710 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

60 1 0 $0 No $0 Yes z_F Bachelors Student 75 Private $11,290 Minivan $0 0 $0 7 Highly Urban/ Urban

0

60 0 11 $15,430 No

z_No z_F

3 12/13/59 60 3 11

Yes

z_No z_F Bachelors Professional 20 Private $17,560 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

60 0 0 $0 No

Yes z_F z_High School Home Maker 27 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0 12/11/59 60 2 17

No

Yes z_F z_High School z_Blue Collar 27 Commercial $9,310 Sports Car

2

1 Highly Urban/ Urban

0

60 2 11 $2,743 Yes $0 z_No z_F

Sports Car

2 $0 6 z_Highly Rural/ Rural

2

60 2 0 No

Yes z_F z_High School Home Maker 46 Private $13,840 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 12/7/59 60 2 0 No $99,103 Yes z_F z_High School Home Maker 46 Private $5,400 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

2 12/7/59 60 2 0 No $99,103 Yes z_F z_High School Home Maker 46 Private $5,400 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

60 1 13

No

Yes z_F Bachelors z_Blue Collar 28 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 12/6/59 60 0 10

No $0 z_No z_F Bachelors z_Blue Collar 22 Commercial

z_SUV

2

11 Highly Urban/ Urban

2

60 2 15

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $14,660 z_SUV $0 0

10 Highly Urban/ Urban

1 12/5/59 60 2 13 Yes

z_No M Bachelors Manager 50 Private $16,550 Minivan

2 $0 12 Highly Urban/ Urban

0

60 0 13

No

Yes M Masters Lawyer 37 Private $15,450 Minivan $0 0 $0 17 Highly Urban/ Urban

2

60 2 13

No

Yes M Bachelors Professional 50 Private $7,730 Minivan

2 $0 1 Highly Urban/ Urban

2 12/2/59 60 2 13 $92,000 No $301,965 Yes M Bachelors Professional 50 Private $14,600 Minivan $6,627 3

1 Highly Urban/ Urban

0 12/2/59 60 0 9 No

z_No z_F Masters Lawyer 26 Private

Minivan $3,280 1 $0 17 Highly Urban/ Urban

0

60 0 12 No

Yes z_F PhD Manager 6 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

2 12/1/59 60 2

No

Yes M

0 12/1/59 60 2 13

No

Yes z_F

1

60 2

Yes

z_No z_F z_High School Clerical 20 Private $9,130 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

60 0 9

No

Yes z_F Masters 7 Commercial $18,540 Pickup $0 0

10 Highly Urban/ Urban

0

60 0 10

No $0 z_No M Bachelors Student 44 Commercial

Pickup $0 0 $3,270 9 z_Highly Rural/ Rural

2

60 2 13

No

Yes M Bachelors z_Blue Collar 20 Commercial $5,330 Pickup $0 0 $0 6 z_Highly Rural/ Rural

1 11/25/59 60 3 5

Yes $0 z_No z_F Bachelors Clerical 67 Private $9,640 z_SUV

2 $0 z_Highly Rural/ Rural

0

60 0 10

No Yes z_F Bachelors Professional 26 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 11/23/59 60 0 12

No

Yes M Bachelors z_Blue Collar 30 Commercial

Van $6,690 2

9 Highly Urban/ Urban

1 11/23/59 60 1 12

No

Yes M Bachelors Clerical 38 Private $22,810 Minivan

2

11 Highly Urban/ Urban

1

60 2 12

No

Yes z_F z_High School z_Blue Collar 32 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

1 11/21/59 60 2 11

No $165,820 Yes z_F z_High School z_Blue Collar 6 Commercial

z_SUV

4 $0 8 Highly Urban/ Urban

0

60 3 12

Yes

z_No M $7,262

2

1 Highly Urban/ Urban

0

60 1 9

No

Yes z_F Bachelors Clerical 37 Private $11,470 z_SUV

2 $0 13 z_Highly Rural/ Rural

0

60 3 13

No

Yes z_F z_High School Clerical 47 Private $12,460 z_SUV $0 0

6 z_Highly Rural/ Rural

2

60 2 13

No

Yes M Bachelors Clerical 78 Commercial $16,990 Van $0 0 $0 11 z_Highly Rural/ Rural

1 11/15/59 60 2 12 $4,344 No

Yes z_F $2,193

Highly Urban/ Urban

1

60 3 0 Yes $0 z_No z_F Bachelors Student 31 Commercial $11,840 Sports Car

2 $0 9 Highly Urban/ Urban

0 11/14/59 60 0 10

No

z_No z_F z_High School Home Maker 23 Private $8,450 Sports Car

1 $0 1 Highly Urban/ Urban

0 11/14/59 60 0 10 $29,499 No $129,021 z_No z_F z_High School Home Maker 23 Private $8,450 z_SUV $0 0 $0 1 Highly Urban/ Urban

1

60 1 13

No

Yes M Bachelors z_Blue Collar 31 Commercial $5,500 Minivan $0 0 $0 6 Highly Urban/ Urban

0 11/12/59 60 0 14 $381 No

Yes z_F Masters Home Maker 39 Private

z_SUV $0 0 $0 24 Highly Urban/ Urban

0 11/12/59 60 1 11

Yes $0 z_No z_F PhD Home Maker 21 Private $20,630 Minivan $0 0 $0 11 Highly Urban/ Urban

1

60 3 9

No

Yes z_F Bachelors z_Blue Collar 23 Commercial

Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/10/59 60 0 14

No

Yes z_F

Pickup $0 0 $0 6 Highly Urban/ Urban

0 11/10/59 60 0 13

No $0 z_No M z_High School Clerical 28 Commercial

Pickup $1,852 2

6 Highly Urban/ Urban

2

60 3 9

No

Yes M

0

60 1 13

Yes $0 z_No M Bachelors Clerical 45 Private $13,890 Minivan

1

10 Highly Urban/ Urban

0

60 1 11

No

Yes M z_High School Clerical 5 Commercial $9,240 Pickup $0 0

2 Highly Urban/ Urban

0

60 0 12

No $0 z_No z_F $10,224

1

1 Highly Urban/ Urban

0

60 1 11

Yes

z_No z_F Bachelors Home Maker 41 Commercial

Panel Truck $6,985 2

8 Highly Urban/ Urban

0 11/1/59 60 0 9

No

z_No z_F Masters Lawyer 69 Private

Pickup $0 0 $0 15 z_Highly Rural/ Rural

0

60 0 12

No $0 Yes z_F

0 10/31/59 60 0 10

No Yes z_F Masters Professional 25 Private $5,500 z_SUV

3 $0 20 Highly Urban/ Urban

0 10/31/59 60 0 12

No

Yes z_F Masters Manager 25 Private

z_SUV

2 $0 18 Highly Urban/ Urban

0 10/31/59 60 2 16

No

Yes M Bachelors Professional 35 Commercial $11,700 Pickup

3 $0 12 Highly Urban/ Urban

0

60 2 15

No

Yes M z_High School z_Blue Collar 43 Commercial $8,940 Pickup

2

7 Highly Urban/ Urban

0 10/30/59 60 0 9

No

Yes z_F Masters Lawyer 30 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

1 10/30/59 60 2 11

No

Yes z_F z_High School z_Blue Collar 19 Commercial $8,370 Sports Car

3 $19,470 1 Highly Urban/ Urban

0

60 1 4

No

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

0

60 0 11

No

z_No M z_High School z_Blue Collar 57 Private $22,180 Minivan $0 0 $0 7 Highly Urban/ Urban

0

60 0 7

No

Yes z_F $6,377

3 $0 1 Highly Urban/ Urban

0 10/27/59 60 0 10

No Yes z_F Bachelors Professional 54 Private $29,050 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

60 2

No

Yes z_F Bachelors Professional 74 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

60 0 12

No $0 z_No z_F

0 10/24/59 60 0 12 $37,076 No $0 z_No z_F

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

60 0 11

No $0 z_No z_F

0

60 0 12

No

Yes z_F PhD Home Maker 25 Private $10,790 z_SUV $5,304 4 $0 14 Highly Urban/ Urban

0

60 0 10

No $0 z_No M Bachelors z_Blue Collar 19 Commercial $23,520 Minivan

2

1 Highly Urban/ Urban

0

60 0 14

No

z_No z_F Masters Lawyer 35 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

2

60 2 12

Yes

z_No z_F Bachelors Clerical 25 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

60 0 11

No

z_No z_F Bachelors Manager 20 Private $21,880 z_SUV

3 $4,185 7 Highly Urban/ Urban

0

60 3 11 $4,026 Yes $0 z_No z_F

1 $0 1 Highly Urban/ Urban

0

60 3 10

Yes

z_No M

0

60 0 0 $0 No $0 z_No z_F z_High School Student 48 Commercial $8,690 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 10/6/59 60 2 15

No

Yes z_F Bachelors Professional 37 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0

60 2 15

No

Yes M PhD Manager 65 Private

Pickup $2,743 1 $0 1 Highly Urban/ Urban

0 10/5/59 60 0 12

No

Yes M z_High School z_Blue Collar 56 Commercial $10,690 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

60 0 11 No $0 z_No M z_High School Professional 6 Commercial $5,950 Pickup

2

5 Highly Urban/ Urban

0

60 3 14

No

Yes z_F PhD Manager 41 Private $16,950 Sports Car $0 0 $0 21 Highly Urban/ Urban

0

60 0 12

No

Yes M Masters 20 Commercial $5,500 Pickup

2

20 Highly Urban/ Urban

0

60 2 14

No

Yes z_F Bachelors Professional 49 Private $14,000 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 9/27/59 60 0 8

No

z_No z_F z_High School Clerical 65 Private $8,570 Sports Car $3,068 3

9 Highly Urban/ Urban

0 9/27/59 60 0 10

No $0 z_No M

0

60 0 0 $0 No $0 z_No z_F Bachelors Home Maker 31 Private $7,470 z_SUV

2

13 Highly Urban/ Urban

0

60 0 No

Yes z_F z_High School z_Blue Collar 45 Commercial $1,500 Sports Car

3 $96 1 Highly Urban/ Urban

1 9/25/59 60 1 14

No

Yes M z_High School z_Blue Collar 32 Commercial $6,040 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

60 0 10

No

z_No z_F z_High School z_Blue Collar 15 Commercial $8,260 z_SUV $0 0

5 Highly Urban/ Urban

1

60 1 10

Yes z_No z_F $14,646

1 $0 z_Highly Rural/ Rural

0 9/23/59 60 3 17

No

Yes z_F Bachelors Manager 34 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 9/23/59 60 0 14

No

z_No M Bachelors z_Blue Collar 20 Private $15,150 Minivan $0 0 $0 12 Highly Urban/ Urban

0

60 3 10

No

Yes z_F

3

60 3 14

No

Yes z_F

Sports Car

1 $59 Highly Urban/ Urban

0 9/21/59 60 0 5

No

Yes M

Pickup $0 0 $0 4 Highly Urban/ Urban

0

60 0 11 No $0 z_No M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

60 1 11

Yes $0 z_No M z_High School Manager 21 Private $18,930 Minivan

1

1 Highly Urban/ Urban

0 9/17/59 60 0 11

No

Yes M Masters Professional 49 Private $14,300 Minivan $0 0 $0 11 Highly Urban/ Urban

0 9/17/59 60 2 11 Yes $0 z_No M Bachelors Professional 5 Private $16,080 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/17/59 60 0 9

No

z_No z_F

1

60 3 14

No

Yes M z_High School Clerical 23 Commercial $20,990 Van $0 0 $0 1 z_Highly Rural/ Rural

1 9/15/59 60 3 16

No

Yes z_F PhD Doctor 35 Private $1,500 z_SUV $0 0

16 Highly Urban/ Urban

1 9/15/59 60 3 16 $189,555 No $452,019 Yes z_F PhD 35 Commercial $22,010 Pickup $0 0 $0 16 Highly Urban/ Urban

0 9/15/59 60 0 3

No

Yes M Bachelors Professional 35 Commercial

Panel Truck $3,808 2

9 Highly Urban/ Urban

0

60 0 11

No

z_No z_F Bachelors Professional 20 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

60 3 14

No

Yes M z_High School Clerical 22 Private $13,720 Minivan

3 $0 8 Highly Urban/ Urban

0

60 0 11

No $0 z_No M PhD Doctor 22 Private $5,500 Pickup $0 0 $0 17 Highly Urban/ Urban

0

60 0 5

No $0 z_No z_F Masters Lawyer 47 Private $8,240 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 9/7/59 60 0 7

No

Yes z_F

z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

60 0 10

No

z_No z_F Masters Lawyer 36 Private $10,790 z_SUV $0 0 $0 13 Highly Urban/ Urban

2 9/4/59 60 3 13 No $0 Yes z_F z_High School Student 5 Private $6,710 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 9/4/59 60 3 No $0 Yes z_F z_High School Student 5 Private $16,910 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

60 1 7 Yes $0 z_No z_F z_High School z_Blue Collar 14 Commercial

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

60 0 8

No

z_No M Masters 48 Commercial

Panel Truck $0 0

13 Highly Urban/ Urban

0

60 2 10

Yes

z_No z_F Masters Professional 40 Private $6,460 z_SUV

1 $0 Highly Urban/ Urban

0

60 0

No

Yes M z_High School Professional 46 Commercial

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

1

60 2 14 No

Yes M

0 8/26/59 60 1

No

Yes M Bachelors Professional 64 Commercial

Panel Truck $0 0 $0 12 z_Highly Rural/ Rural

1 8/26/59 60 2 14 No $123,204 Yes M

0

60 0 11

No $168,683 Yes z_F z_High School Clerical 41 Private $9,460 Sports Car $0 0 $7,345 1 Highly Urban/ Urban

0

60 0 7

No $0 z_No M

1 Highly Urban/ Urban

2 8/24/59 60 3 11

No

Yes z_F Bachelors Clerical 19 Private $8,770 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

60 0 12 $4,716 No

Yes M z_High School Student 45 Private $6,410 Pickup

2

1 Highly Urban/ Urban

1 8/23/59 60 3 10

Yes $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $13,510 Minivan $0 0 $0 9 z_Highly Rural/ Rural

1 8/23/59 60 3 10 Yes $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $20,250 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

60 0

No $0 z_No z_F Bachelors z_Blue Collar 49 Commercial $14,920 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

1 8/22/59 60 2 16

No

Yes z_F Masters Lawyer 26 Private $13,960 Minivan $0 0 $0 19 Highly Urban/ Urban

1

60 2 11

Yes

z_No M z_High School Clerical 60 Commercial $9,390 Pickup $0 0 $5,143 1 Highly Urban/ Urban

0 8/21/59 60 0 8

No

Yes z_F PhD Doctor 15 Private $1,500 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

60 1 0 $0 Yes

z_No z_F $8,288

2 $0 1 Highly Urban/ Urban

0 8/20/59 60 1 13

No

Yes M

0

60 0 8

No $0 z_No M

Van

1 $0 1 Highly Urban/ Urban

0

60 0 9

No

z_No z_F z_High School Student 23 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0 8/18/59 60 0 9 $5,253 No $77,463 z_No z_F z_High School Student 23 Commercial $8,140 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

60 0 10

No $0 z_No M z_High School z_Blue Collar 58 Private $14,980 Minivan $0 0 $0 z_Highly Rural/ Rural

1 8/17/59 60 2 10 No

Yes M Bachelors Clerical 58 Private $13,710 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

60 3 0 $0 Yes

z_No z_F z_High School Home Maker 28 Private $7,120 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0 8/16/59 60 3

Yes $0 z_No z_F Bachelors z_Blue Collar 24 Commercial

z_SUV

3 $0 5 Highly Urban/ Urban

0 8/16/59 60 0 11

No $0 z_No z_F Masters Lawyer 20 Private $14,580 Pickup

1 $0 1 Highly Urban/ Urban

0 8/16/59 60 3 $46,395 Yes $0 z_No z_F Bachelors z_Blue Collar 25 Commercial

Minivan

2 $0 5 Highly Urban/ Urban

0

60 4 11

Yes

z_No z_F Masters Lawyer 67 Private $30,080 Sports Car $0 0 $0 14 Highly Urban/ Urban

2

60 3 14

Yes

z_No z_F

0 8/14/59 60 0 11

No

Yes M Masters 62 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0 8/14/59 60 1 13

No

Yes z_F Masters 19 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

1 8/14/59 60 2 9

No

Yes z_F Bachelors z_Blue Collar 44 Commercial

Minivan $0 0

12 Highly Urban/ Urban

0

60 0 12

No

Yes z_F Masters Lawyer 21 Private $22,090 Minivan $0 0 $0 11 Highly Urban/ Urban

3

60 4 10

Yes

z_No M PhD Professional 12 Commercial

Panel Truck

2

25 Highly Urban/ Urban

0

60 0 11 $60,157 No

z_No M z_High School Manager 28 Private

Minivan

3 $0 6 Highly Urban/ Urban

0

60 0 11

No

Yes z_F z_High School z_Blue Collar 29 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

60 0 11

No

z_No z_F Bachelors z_Blue Collar 23 Commercial $14,400 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 8/9/59 60 0 11 $119,244 No $349,833 z_No z_F Bachelors z_Blue Collar 23 Commercial

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

0

60 1 9

No

Yes z_F

0 8/7/59 60 0 10

No $0 z_No M Bachelors Professional 5 Private

Minivan

2 $0 6 Highly Urban/ Urban

1

60 3 13

Yes $0 z_No M z_High School z_Blue Collar 22 Commercial $12,760 Minivan

2 $2,703 8 Highly Urban/ Urban

1

60 2 0 $0 Yes $0 z_No z_F Bachelors Student 35 Commercial $5,500 z_SUV

1 $0 7 z_Highly Rural/ Rural

0 8/3/59 60 0 12

No

z_No z_F z_High School z_Blue Collar 31 Commercial $21,860 z_SUV $0 0

6 Highly Urban/ Urban

0

61 2 9

No

Yes M

Van $0 0 $0 1 Highly Urban/ Urban

0 7/31/59 61 0

No z_No z_F z_High School z_Blue Collar 57 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

61 0 0 $0 No $0 Yes M z_High School Student 27 Private $8,380 Pickup

1 $0 1 Highly Urban/ Urban

0

61 1 13

Yes $0 z_No z_F Bachelors Clerical 6 Private $23,140 Minivan $0 0 $0 7 Highly Urban/ Urban

0 7/27/59 61 0 10

No

Yes M

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

0 7/27/59 61 2 12

No

Yes M

1

61 2 12

Yes

z_No M Bachelors Clerical 13 Private

Van $0 0 $0 13 Highly Urban/ Urban

0

61 0 15

No

Yes M Bachelors Manager 18 Private $17,930 Van $0 0 $0 13 Highly Urban/ Urban

0

61 0 0 $0 No

z_No z_F Masters Home Maker 21 Private $17,840 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

61 0 10

No

z_No M Bachelors z_Blue Collar 21 Commercial $5,500 Pickup $0 0 $0 7 Highly Urban/ Urban

1 7/21/59 61 2 0 $0 No

Yes z_F z_High School Home Maker 49 Private $5,500 Sports Car $0 0

Highly Urban/ Urban

0 7/21/59 61 1

Yes

z_No z_F z_High School z_Blue Collar 13 Commercial $9,640 z_SUV

2 $5,253 1 Highly Urban/ Urban

3 7/21/59 61 3 17

No

Yes M z_High School z_Blue Collar 35 Commercial

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

0 7/21/59 61 2 0 $0 No

Yes z_F z_High School Home Maker 58 Private $5,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

61 0 9

No

Yes M Bachelors Manager 47 Private $14,070 Minivan $0 0 $0 1 Highly Urban/ Urban

0 7/19/59 61 0 9

No

z_No M Bachelors Manager 46 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

1

61 1 9

Yes

z_No M Bachelors Professional 35 Private $15,380 Minivan

2 $0 11 Highly Urban/ Urban

0 7/18/59 61 2 13

No

Yes M z_High School Professional 37 Private $9,980 Pickup

4 $0 1 Highly Urban/ Urban

0

61 0 9

No $0 z_No M Masters Lawyer 25 Private $7,900 Pickup $0 0 $0 Highly Urban/ Urban

0 7/16/59 61 3 17

No $0 Yes z_F z_High School Student 10 Commercial $4,650 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 7/16/59 61 2 14

No Yes z_F z_High School Student 41 Private $5,300 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 7/16/59 61 0 9 $64,032 No $0 z_No M Masters Lawyer 43 Private

Minivan $0 0 $0 Highly Urban/ Urban

1 7/16/59 61 2 $18,631 No Yes z_F z_High School Student 19 Commercial $14,400 z_SUV $26,940 2 $0 1 Highly Urban/ Urban

0 7/16/59 61 0 9 $64,032 No $0 z_No M Masters Lawyer 43 Private $20,360 Minivan $0 0 $0 Highly Urban/ Urban

0

61 0 11

No

Yes z_F PhD Manager 34 Private $11,490 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 7/15/59 61 0 12

No

Yes M

Panel Truck

1 $0 Highly Urban/ Urban

0

61 0 9

No

Yes M Masters Lawyer 20 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/13/59 61 0 11

No

Yes M PhD 16 Commercial

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

0

61 0 13

No

Yes M Bachelors Manager 20 Commercial $11,310 Pickup $0 0 $0 13 Highly Urban/ Urban

0 7/9/59 61 0 13 $58,231 No $209,820 Yes M Bachelors Manager 23 Private $5,400 Minivan

1 $0 13 Highly Urban/ Urban

0

61 0 11

No

Yes z_F

0 7/8/59 61 3 14 $2,292 Yes $0 z_No z_F

0

61 1 10

Yes $0 z_No z_F

1

61 3

No

Yes z_F z_High School Clerical 50 Private

z_SUV $0 0 $3,985 13 Highly Urban/ Urban

0

61 1 13

Yes $0 z_No M Masters 32 Commercial

Van

2 $0 14 Highly Urban/ Urban

0 7/5/59 61 0 11

No $0 z_No M Masters 35 Commercial

Panel Truck

3 $5,477 13 Highly Urban/ Urban

0

61 0 7

No

Yes z_F z_High School Clerical 36 Commercial

Pickup

2 $0 1 z_Highly Rural/ Rural

3

61 3 12

Yes $0 z_No M $3,869

3 $0 1 Highly Urban/ Urban

0 7/3/59 61 0 0 $0 No

Yes z_F z_High School Home Maker 25 Private $5,500 Sports Car

2 $0 1 Highly Urban/ Urban

0 7/3/59 61 3 11

Yes

z_No M Bachelors Professional 34 Private $16,010 Minivan $0 0 $0 1 Highly Urban/ Urban

0

61 0 8

No $0 z_No z_F Masters 30 Commercial $26,330 Pickup $0 0 $0 17 Highly Urban/ Urban

1 7/2/59 61 2 8

Yes $0 z_No z_F Bachelors Clerical 42 Private $10,280 z_SUV

4

7 Highly Urban/ Urban

0

61 0 8

No

z_No M z_High School z_Blue Collar 37 Commercial $13,860 Minivan $6,474 2 $0 1 Highly Urban/ Urban

1

61 3 15 Yes $0 z_No z_F Bachelors Professional 25 Private $17,380 Minivan $4,699 1 $0 10 z_Highly Rural/ Rural

0

61 0 11

No

z_No z_F PhD Home Maker 16 Private $16,710 Minivan $0 0 $0 1 Highly Urban/ Urban

0 6/27/59 61 0 9

No $0 z_No z_F z_High School z_Blue Collar 40 Commercial $17,330 z_SUV $0 0

10 Highly Urban/ Urban

0

61 0 10

No

Yes z_F z_High School Student 37 Private $9,600 Minivan

3 $0 11 Highly Urban/ Urban

0

61 1 14

No

Yes M Bachelors Professional 31 Commercial $23,590 Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

61 0 11

No

Yes z_F Bachelors Professional 20 Private $5,500 Sports Car

3 $0 11 Highly Urban/ Urban

2

61 2 13

No

Yes z_F z_High School Professional 53 Private $12,080 Minivan $0 0 $1,155 1 Highly Urban/ Urban

2 6/21/59 61 2 11

Yes $0 z_No M z_High School z_Blue Collar 5 Commercial $5,500 Pickup

1

1 Highly Urban/ Urban

1 6/21/59 61 2 7

No

Yes M z_High School z_Blue Collar 32 Commercial $10,530 Pickup $0 0 $0 1 z_Highly Rural/ Rural

2 6/21/59 61 2 11 Yes $0 z_No M z_High School z_Blue Collar 27 Private $13,420 Minivan

4

1 Highly Urban/ Urban

1

61 2 7

No

Yes z_F z_High School z_Blue Collar 30 Private

Sports Car $0 0

1 Highly Urban/ Urban

0 6/20/59 61 0 $0 No $0 Yes z_F $7,846

2

6 Highly Urban/ Urban

3

61 3 9

No

Yes z_F z_High School z_Blue Collar 53 Commercial

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

0 6/19/59 61 2 14

No

Yes z_F $5,128

2 $0 Highly Urban/ Urban

1

61 2 13

Yes $0 z_No M Bachelors Clerical 28 Private

Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

61 2 0 $0 No $0 Yes M

0

61 0 7

No

z_No M z_High School Professional 23 Private $15,450 Minivan $0 0 $0 9 Highly Urban/ Urban

0

61 1 13

No $0 Yes z_F $6,722

2 $0 7 Highly Urban/ Urban

0 6/15/59 61 0 11

No

Yes z_F z_High School z_Blue Collar 51 Commercial $18,110 Minivan

3

1 Highly Urban/ Urban

1

61 2 16

No $241,182 Yes z_F z_High School z_Blue Collar 25 Commercial

z_SUV

3

6 Highly Urban/ Urban

0

61 0 5

No $0 z_No z_F Masters Professional 46 Private $16,250 Sports Car $0 0

19 Highly Urban/ Urban

0 6/11/59 61 1

No

Yes z_F z_High School Clerical 58 Private $27,080 Minivan $0 0 $0 Highly Urban/ Urban

0 6/11/59 61 1 13

Yes $0 z_No z_F Masters Manager 65 Private

Pickup $0 0

2 Highly Urban/ Urban

0

61 2 14 $50,401 Yes

z_No z_F z_High School Clerical 5 Private $14,340 z_SUV

2 $3,207 7 Highly Urban/ Urban

0 6/10/59 61 2 14 $50,401 Yes $149,910 z_No z_F z_High School Clerical 5 Private $1,500 z_SUV $0 0 $3,421 7 Highly Urban/ Urban

0

61 0 11

No

Yes z_F z_High School Manager 30 Private $11,540 Minivan

2 $0 1 Highly Urban/ Urban

0

61 0 14

No

Yes M Bachelors Manager 19 Commercial $17,470 Van $0 0 $0 7 Highly Urban/ Urban

2 6/5/59 61 2 14

No

Yes z_F Bachelors Clerical 31 Private $15,150 z_SUV

2 $663 1 Highly Urban/ Urban

0

61 1 11

No

Yes M z_High School z_Blue Collar 43 Commercial $5,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0 6/2/59 61 0 9

No $0 z_No M Masters Lawyer 57 Private $15,020 Minivan

1 $4,290 14 z_Highly Rural/ Rural

1

61 2 6

No

Yes M

0 6/1/59 61 0 0 $0 No $0 z_No z_F z_High School Student 38 Commercial $12,880 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 6/1/59 61 0 0 $0 No $0 z_No z_F z_High School Student 53 Commercial $22,180 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

61 1

No

Yes z_F Masters Lawyer 24 Private $25,130 Minivan $0 0 $0 17 Highly Urban/ Urban

1

61 2 16

No

Yes z_F z_High School Clerical 47 Private

Sports Car $0 0 $0 9 z_Highly Rural/ Rural

1

61 3 17

No

Yes M z_High School Clerical 66 Private $10,700 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1 5/26/59 61 2 10

Yes

z_No z_F $28,910

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 5/26/59 61 0 6

No $0 z_No M z_High School Student 54 Commercial $10,940 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

61 0

No

Yes M Masters Lawyer 46 Private $5,500 Pickup

1 $0 13 Highly Urban/ Urban

0 5/25/59 61 0 13

No

Yes M z_High School Manager 24 Commercial $12,190 Pickup $0 0 $0 1 Highly Urban/ Urban

0

61 1 13

No

Yes z_F z_High School z_Blue Collar 35 Commercial $5,500 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

61 0 10

No

z_No z_F Bachelors Manager 36 Private $5,500 z_SUV

2 $0 10 Highly Urban/ Urban

0

61 3 18

No

Yes M

0 5/19/59 61 3 13

Yes $0 z_No M PhD Doctor 16 Private $17,560 Van $0 0 $0 13 Highly Urban/ Urban

0

61 0 10

No

Yes M z_High School z_Blue Collar 46 Commercial

Panel Truck

1 $0 7 Highly Urban/ Urban

0

61 0 12

No $0 z_No z_F PhD Manager 21 Private $19,520 Minivan $0 0 $0 19 Highly Urban/ Urban

0

61 2 14

No

Yes z_F Bachelors Clerical 51 Private $29,330 z_SUV $3,755 2 $0 13 Highly Urban/ Urban

0 5/9/59 61 0 0 $0 No

Yes z_F Bachelors Home Maker 48 Private $1,500 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

2

61 2 5

No

Yes M z_High School Clerical 34 Private $7,160 Pickup $0 0 $6,111 1 Highly Urban/ Urban

0

61 2 0 No

Yes z_F Masters Home Maker 15 Private $14,130 z_SUV

2 $0 12 z_Highly Rural/ Rural

0 5/6/59 61 0 7

No $0 z_No M Masters 34 Commercial

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

0

61 0 0 $0 No $0 Yes M z_High School Student 45 Commercial $6,550 Pickup

2 $0 7 Highly Urban/ Urban

0

61 0 12

No

Yes z_F PhD Doctor 16 Private $11,970 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 5/3/59 61 3 13

No

Yes M

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

61 0 11

No z_No z_F

0 5/2/59 61 0 7

No

z_No M z_High School z_Blue Collar 17 Commercial

Panel Truck

1 $0 1 Highly Urban/ Urban

0

61 1 14

No

Yes M Bachelors Professional 49 Commercial

Panel Truck $3,442 1 $0 1 Highly Urban/ Urban

1 5/1/59 61 3 15

No $0 Yes M $5,770

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

61 1 14

Yes

z_No M Masters Lawyer 12 Private

Pickup $3,295 2 $0 14 Highly Urban/ Urban

0

61 0 6

No

Yes z_F

Minivan $0 0 $0 6 Highly Urban/ Urban

0 4/29/59 61 0 9

No

Yes z_F Masters Manager 24 Private $15,880 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 4/29/59 61 0 9 $70,381 No $267,721 Yes z_F Masters Manager 24 Private $13,790 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

61 0 11

No $0 z_No M

Pickup

1 $6,100 6 Highly Urban/ Urban

1 4/26/59 61 2 11

Yes

z_No z_F z_High School Clerical 14 Private $9,810 z_SUV $3,137 1 $0 11 Highly Urban/ Urban

0

61 2

Yes $0 z_No z_F Masters Lawyer 17 Private $14,330 z_SUV $0 0

14 Highly Urban/ Urban

2

61 2 15 $40,015 Yes

z_No M z_High School z_Blue Collar 15 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0

61 0 11

No

Yes M Masters 40 Commercial $21,160 Van $0 0

15 Highly Urban/ Urban

0 4/17/59 61 2 11

Yes $0 z_No M PhD Lawyer 32 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

61 0 11

No $0 z_No z_F z_High School z_Blue Collar 16 Commercial $12,270 z_SUV $5,722 2 $6,156 1 Highly Urban/ Urban

0 4/16/59 61 0 11 $67,700 No $0 z_No z_F z_High School z_Blue Collar 16 Commercial $12,230 z_SUV $1,429 3 $5,117 1 Highly Urban/ Urban

0

61 1 10

Yes

z_No z_F

Minivan $0 0 $0 Highly Urban/ Urban

0

61 2 8

No

Yes M Bachelors z_Blue Collar 32 Commercial $14,430 Minivan $0 0 $0 9 Highly Urban/ Urban

1

61 1 13

No

Yes z_F Masters Lawyer 44 Private $8,640 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

61 1 14

No $0 Yes M $17,710

Minivan $0 0 $5,900 8 Highly Urban/ Urban

0

61 2 13

Yes $0 z_No M Bachelors z_Blue Collar 29 Commercial $12,780 Minivan $803 1 $0 Highly Urban/ Urban

0

61 0 11

No

Yes z_F PhD Doctor 21 Private $16,070 Minivan $0 0 $0 11 Highly Urban/ Urban

0

61 0 11

No

Yes M Bachelors Clerical 5 Commercial

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

0 4/8/59 61 0 11

No $0 z_No z_F z_High School Clerical 46 Private

Minivan $3,979 1 $5,040 1 Highly Urban/ Urban

0 4/8/59 61 0 11

No

Yes z_F Masters Lawyer 28 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

1 4/8/59 61 2 9

Yes

z_No z_F PhD Doctor 48 Private

Minivan

2 $0 17 Highly Urban/ Urban

0 4/8/59 61 0 11 $32,265 No $0 z_No z_F z_High School Clerical 46 Private $15,850 Minivan $0 0 $5,105 1 Highly Urban/ Urban

0

61 1 12

Yes

z_No z_F z_High School Clerical 37 Private

Sports Car

2

1 Highly Urban/ Urban

0

61 1 0 $0 No

Yes z_F Bachelors Home Maker 58 Private $7,180 z_SUV

3 $0 12 Highly Urban/ Urban

0

61 1 9

No

Yes M $34,492

3 $0 6 Highly Urban/ Urban

0

61 0 13

No

Yes z_F z_High School Professional 14 Private $17,580 z_SUV $0 0 $0 10 Highly Urban/ Urban

2

61 3 14

Yes $0 z_No M Bachelors Professional 14 Private $16,220 Van

2

10 Highly Urban/ Urban

0

61 0 9

No

Yes z_F Bachelors Manager 27 Private $11,160 z_SUV

3 $0 1 Highly Urban/ Urban

0

61 0 13

No $0 z_No M Masters Professional 16 Commercial

Van

2 $0 13 Highly Urban/ Urban

0 3/30/59 61 1 13

No

Yes M Bachelors Clerical 50 Private $6,980 Pickup $0 0 $0 14 Highly Urban/ Urban

0

61 2 10

Yes $0 z_No M $1,128

1 $0 6 Highly Urban/ Urban

1

61 2 7

Yes $0 z_No M Bachelors Professional 14 Commercial $26,440 Panel Truck

3 $5,800 18 Highly Urban/ Urban

0

61 0 13

No

Yes M Masters Lawyer 41 Private $13,200 Minivan $20,290 2 $0 16 Highly Urban/ Urban

0 3/24/59 61 1 12

No

Yes z_F

2 $0 7 Highly Urban/ Urban

1

61 2 14

No

Yes z_F

1

61 1 9 No

Yes M z_High School Clerical 11 Private $9,060 Pickup

2 $0 1 Highly Urban/ Urban

0 3/22/59 61 3 0 $0 No $0 Yes z_F

0 3/22/59 61 2 0 $0 No $0 Yes z_F z_High School Home Maker 57 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 3/22/59 61 2 10

No

Yes z_F Bachelors Clerical 37 Private $14,270 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

61 0

No

Yes M Bachelors Manager 28 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

61 0 12

No $0 z_No M Bachelors Professional 29 Commercial $22,070 Van $0 0 $3,997 11 Highly Urban/ Urban

0 3/19/59 61 0 15

No $0 z_No z_F Masters Lawyer 27 Private $17,340 Minivan $0 0

16 Highly Urban/ Urban

1

61 2 11

Yes

z_No z_F Masters Lawyer 55 Private

z_SUV $2,907 2

15 Highly Urban/ Urban

2

61 3 10

Yes z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 3/17/59 61 2 11

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $10,830 Pickup

2 $0 8 Highly Urban/ Urban

1 3/17/59 61 1 12

No

Yes z_F PhD Doctor 10 Private $24,870 Sports Car $7,343 4

13 Highly Urban/ Urban

0 3/17/59 61 0 12

No $0 z_No M z_High School Student 34 Commercial $13,540 Minivan $4,451 2 $0 1 Highly Urban/ Urban

1

61 2 16

No $0 Yes M Bachelors Student 32 Commercial

Panel Truck $0 0

10 Highly Urban/ Urban

0

61 1 13

No

Yes z_F Bachelors Home Maker 32 Commercial $9,960 Pickup $5,489 1 $0 1 Highly Urban/ Urban

0 3/15/59 61 1 11

Yes

z_No M z_High School z_Blue Collar 41 Private $7,240 Pickup $0 0

1 Highly Urban/ Urban

0

61 0 11

No

Yes M Masters Manager 24 Private $5,500 Pickup $0 0 $0 1 Highly Urban/ Urban

0

61 0 12

No

Yes z_F Masters 24 Commercial

Van $5,784 1 $0 Highly Urban/ Urban

3 3/11/59 61 3 12

No

Yes M z_High School z_Blue Collar 36 Commercial

Panel Truck

1 $1,453 5 Highly Urban/ Urban

0

61 0 9

No

z_No M Masters Lawyer 55 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

1

61 3 10

No

Yes M Bachelors Professional 58 Commercial

Panel Truck $0 0 $0 15 z_Highly Rural/ Rural

2

61 2 12

No

Yes z_F z_High School z_Blue Collar 26 Commercial $15,410 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

61 0 0 $0 No $0 z_No z_F $4,809

1 Highly Urban/ Urban

0 3/6/59 61 0 8

No $0 z_No M z_High School z_Blue Collar 30 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/6/59 61 0 13

No

Yes z_F Masters Lawyer 48 Private $15,390 z_SUV $0 0 $0 12 Highly Urban/ Urban

2

61 2 6

No

Yes M Bachelors Manager 31 Commercial

Panel Truck

1 $0 11 Highly Urban/ Urban

0

61 0 11

No

Yes z_F Bachelors Professional 41 Private $11,780 Sports Car $0 0

8 Highly Urban/ Urban

0 3/3/59 61 3 9 $17,372 No

Yes z_F z_High School Clerical 33 Private $7,240 z_SUV

2 $0 1 Highly Urban/ Urban

0 3/3/59 61 0 11 $62,849 No $225,934 Yes z_F Bachelors Professional 41 Private $21,990 Minivan

2 $0 8 Highly Urban/ Urban

1

61 2 13

No

Yes M z_High School Manager 5 Private $16,930 Minivan

2 $0 7 Highly Urban/ Urban

1 2/28/59 61 2 10

Yes

z_No z_F z_High School z_Blue Collar 42 Commercial $11,640 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 2/27/59 61 1 5

No

Yes z_F Masters Professional 48 Private

Pickup $0 0 $0 14 Highly Urban/ Urban

0 2/27/59 61 0 11

No $0 z_No M PhD 18 Commercial $6,390 Pickup

2 $0 14 Highly Urban/ Urban

1 2/27/59 61 1 12

Yes

z_No M Bachelors z_Blue Collar 45 Commercial $16,650 Van $0 0 $0 11 z_Highly Rural/ Rural

0 2/26/59 61 2 11

No

Yes z_F z_High School Clerical 51 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 2/25/59 61 1 0 $0 Yes $0 z_No z_F Masters Home Maker 32 Private $2,750 z_SUV

3 $2,149 10 Highly Urban/ Urban

0

61 0 12

No $0 z_No z_F z_High School Clerical 41 Private

z_SUV

3 $0 6 Highly Urban/ Urban

0 2/21/59 61 1 12

No

Yes z_F Masters Lawyer 17 Private $9,240 z_SUV

1 $0 14 Highly Urban/ Urban

0

61 0

No

Yes z_F $3,610

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/18/59 61 0 8

No $0 z_No M Bachelors z_Blue Collar 44 Commercial $7,200 Pickup

3 $0 14 Highly Urban/ Urban

2 2/18/59 61 3 0 $0 Yes

z_No z_F

0 2/18/59 61 0

No

Yes z_F Bachelors z_Blue Collar 20 Commercial $5,500 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/18/59 61 0 7

No $0 z_No z_F Bachelors z_Blue Collar 51 Commercial

z_SUV

3 $1,842 9 Highly Urban/ Urban

0 2/17/59 61 0 9

No

Yes M Bachelors z_Blue Collar 28 Commercial $10,420 Pickup $0 0

13 Highly Urban/ Urban

0 2/17/59 61 0 9 $49,182 No $186,066 Yes M Bachelors z_Blue Collar 28 Commercial $18,770 Van $0 0 $0 13 Highly Urban/ Urban

0 2/17/59 61 0 10

No

Yes M

0

61 0 8

No

z_No z_F z_High School Home Maker 7 Private

Pickup

2 $0 6 Highly Urban/ Urban

1 2/13/59 61 1 6

Yes $0 z_No z_F z_High School Clerical 36 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

61 0 14

No

Yes z_F Bachelors Professional 27 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/12/59 61 2 13

No Yes z_F Masters Professional 18 Private

Sports Car $0 0 $0 19 Highly Urban/ Urban

1 2/11/59 61 3 $0 Yes

z_No z_F PhD Doctor 30 Private $3,440 z_SUV

3 $3,348 14 Highly Urban/ Urban

3

61 3 14

No

Yes z_F z_High School Clerical 78 Private $9,640 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/9/59 61 0 11

No

Yes M PhD 36 Commercial

Panel Truck

1 $0 14 Highly Urban/ Urban

2

61 3 16

Yes

z_No z_F Bachelors Professional 30 Private

Minivan $4,426 2

5 Highly Urban/ Urban

0 2/7/59 61 0 7

No $0 z_No M

0 2/7/59 61 3 0 $0 Yes $0 z_No z_F Bachelors Student 38 Private $6,690 z_SUV $0 0

7 Highly Urban/ Urban

0

61 0 7

No

Yes M Masters Lawyer 29 Private $14,130 Minivan $0 0 $0 11 Highly Urban/ Urban

0 2/3/59 61 1 9

Yes $0 z_No M Bachelors z_Blue Collar 33 Commercial

Van $0 0

7 Highly Urban/ Urban

1 2/3/59 61 1 Yes $203,008 z_No M z_High School z_Blue Collar 31 Commercial

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 2/2/59 61 0 11

No $0 z_No z_F Masters Home Maker 54 Private $10,400 Minivan

2 $0 17 Highly Urban/ Urban

0 2/1/59 61 2 12

No

Yes M Bachelors Clerical 25 Private $12,620 Minivan

2 $0 13 Highly Urban/ Urban

0 2/1/59 61 0 0 $0 No $0 z_No z_F z_High School Student 40 Commercial $5,500 z_SUV $0 0

13 Highly Urban/ Urban

1 1/30/59 61 1 11

No

Yes M Bachelors z_Blue Collar 43 Commercial $11,180 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 1/29/59 61 0 12

No $0 z_No M z_High School z_Blue Collar 19 Commercial $10,360 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0 1/29/59 61 3 13

No

Yes z_F Bachelors z_Blue Collar 24 Commercial $21,520 Minivan $0 0 $0 9 z_Highly Rural/ Rural

1

61 2 14 $67,700 Yes

z_No M Bachelors Manager 47 Private $17,430 Van

4

7 Highly Urban/ Urban

0 1/27/59 61 0 14

No

Yes M Masters Lawyer 23 Private $13,780 Minivan

4

22 Highly Urban/ Urban

0 1/25/59 61 0 9

No

z_No M Bachelors Manager 24 Private

Minivan

3 $0 12 Highly Urban/ Urban

0 1/25/59 61 0 11

No Yes z_F z_High School z_Blue Collar 16 Commercial $14,080 z_SUV $0 0 $3,261 1 Highly Urban/ Urban

0 1/25/59 61 1 15

No

Yes z_F z_High School z_Blue Collar 29 Commercial

Van $0 0 $0 10 Highly Urban/ Urban

0

61 0 8

No Yes z_F Bachelors Professional 35 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0

61 2 13

Yes $0 z_No z_F z_High School Student 44 Commercial $5,820 z_SUV $4,306 3 $0 7 Highly Urban/ Urban

0

61 3 15

No

Yes z_F

z_SUV

2 $0 1 Highly Urban/ Urban

1 1/20/59 61 2 14

Yes $0 z_No z_F z_High School z_Blue Collar 22 Commercial $12,400 z_SUV

3 $0 1 z_Highly Rural/ Rural

0 1/19/59 61 0 6

No

Yes z_F z_High School Home Maker 42 Private $5,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/19/59 61 0 11

No

Yes M

1

61 1 10

Yes $0 z_No z_F Masters 18 Commercial $31,080 Van

3

11 Highly Urban/ Urban

0 1/17/59 61 0 2

No $0 z_No M Masters Lawyer 5 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 1/17/59 61 2 0 $0 Yes

z_No z_F z_High School Home Maker 18 Private $9,730 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 1/16/59 61 2 10

Yes $0 z_No z_F z_High School z_Blue Collar 15 Commercial $10,570 z_SUV $0 0

6 Highly Urban/ Urban

1 1/15/59 61 3 14

Yes

z_No M Bachelors z_Blue Collar 15 Commercial $9,050 Pickup $0 0 $0 6 z_Highly Rural/ Rural

1 1/15/59 61 3 14 $51,401 Yes $179,590 z_No M Bachelors z_Blue Collar 15 Commercial $6,640 Minivan $0 0 $0 6 z_Highly Rural/ Rural

1 1/14/59 61 2 12

No

Yes z_F

1 $0 1 Highly Urban/ Urban

2

61 3 13

No

Yes z_F

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

0 1/10/59 61 0 12

No

Yes z_F

z_SUV

1 $0 1 z_Highly Rural/ Rural

1

61 2 12

No

Yes z_F z_High School z_Blue Collar 24 Commercial $4,010 z_SUV

2 $956 1 Highly Urban/ Urban

1 1/9/59 61 3 14

No

Yes z_F Bachelors Professional 19 Private

z_SUV

1 $0 12 Highly Urban/ Urban

0

61 1 9

Yes $0 z_No M z_High School z_Blue Collar 46 Commercial

Panel Truck

4 $0 1 Highly Urban/ Urban

0

61 0 10

No

Yes M PhD Lawyer 40 Private $16,030 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/7/59 61 2 13

No

Yes z_F Bachelors Clerical 51 Private $12,490 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 1/6/59 61 0 0 $0 No $0 Yes M Bachelors Student 50 Commercial $18,010 Minivan $0 0

6 Highly Urban/ Urban

0

61 0 11

No $0 z_No z_F Masters Lawyer 42 Private

z_SUV

4 $0 1 Highly Urban/ Urban

1 1/3/59 61 2 15

Yes

z_No z_F Bachelors Professional 35 Private $11,660 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 1/3/59 61 2 13 No

Yes M PhD 33 Commercial

Panel Truck $0 0

13 Highly Urban/ Urban

0 1/1/59 61 0 12

No $0 z_No z_F z_High School Student 21 Private $5,730 z_SUV $0 0

1 Highly Urban/ Urban

0 1/1/59 61 2 12

No

Yes z_F z_High School z_Blue Collar 29 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

0 1/1/59 61 2 12 $133,776 No $374,317 Yes z_F z_High School z_Blue Collar 29 Private $25,080 Minivan $0 0 $0 Highly Urban/ Urban

0

61 0 14

No

Yes z_F z_High School Clerical 50 Private

z_SUV

2 $0 1 Highly Urban/ Urban

0 12/31/58 61 2 0 Yes $0 z_No z_F Bachelors Student 70 Commercial $5,500 Sports Car

3 $0 11 z_Highly Rural/ Rural

0 12/31/58 61 3 16

No

Yes M z_High School z_Blue Collar 25 Commercial $5,500 Pickup $0 0 $3,321 10 Highly Urban/ Urban

0 12/31/58 61 1 16

No

Yes z_F Bachelors Manager 28 Private $12,200 Sports Car

3 $0 11 Highly Urban/ Urban

0 12/31/58 61 2 0 Yes $0 z_No z_F Bachelors Student 70 Commercial $5,500 z_SUV $0 0 $1,995 11 z_Highly Rural/ Rural

0

61 3 16

Yes $0 z_No z_F Masters Lawyer 9 Private $10,750 z_SUV $0 0 $6,879 16 Highly Urban/ Urban

0 12/29/58 61 0 10

No

Yes z_F z_High School Clerical 12 Commercial $14,960 Pickup $4,056 2 $0 1 Highly Urban/ Urban

1

61 2 0 $0 Yes $0 z_No z_F

Minivan $0 0 $9,470 1 Highly Urban/ Urban

2

61 2 $28,430 No

Yes z_F

Minivan $0 0 $0 1 Highly Urban/ Urban

1

61 2 15

Yes $0 z_No z_F

z_SUV $0 0

6 Highly Urban/ Urban

1 12/26/58 61 1 8

Yes $0 z_No z_F Masters Professional 31 Private $5,500 z_SUV $0 0 $3,432 11 Highly Urban/ Urban

0

61 0 12

No $0 z_No M PhD Lawyer 5 Private

Van

2 $0 12 Highly Urban/ Urban

0

61 0 11

No Yes M

Van $0 0 $0 6 z_Highly Rural/ Rural

0

61 1 11

Yes

z_No z_F Bachelors z_Blue Collar 27 Commercial

z_SUV $0 0 $0 12 z_Highly Rural/ Rural

1 12/21/58 61 3

Yes $0 z_No z_F Masters Lawyer 6 Private $21,690 Minivan

3

18 Highly Urban/ Urban

0

61 3 14

No

Yes z_F

2

61 3 12

No

Yes M Bachelors Professional 37 Commercial $23,450 Panel Truck $0 0

1 Highly Urban/ Urban

2

61 2 13 No

Yes M z_High School z_Blue Collar 66 Commercial $15,930 Minivan $2,718 2

1 Highly Urban/ Urban

0

61 2 1

No

Yes z_F

1 12/16/58 61 1 7

No

Yes z_F Bachelors Professional 5 Private $13,720 Sports Car

3 $0 11 Highly Urban/ Urban

0 12/16/58 61 0 12

No

z_No M z_High School z_Blue Collar 12 Commercial $8,630 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

61 2 12 No

Yes z_F $858

2 $0 6 Highly Urban/ Urban

0

61 0 7

No $0 z_No M Bachelors Manager 30 Private $10,790 Pickup $5,399 1 $0 8 Highly Urban/ Urban

0

61 0 9 No

z_No z_F Bachelors Manager 42 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

61 0 13 No

Yes z_F z_High School Home Maker 5 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 12/10/58 61 0 13 No $199,444 Yes z_F z_High School Home Maker 5 Private $14,340 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

61 0 10 $157,263 No

,484

z_No M Masters 58 Commercial $21,230 Van $0 0 $0 18 Highly Urban/ Urban

0 12/9/58 61 0 12

No

Yes z_F Bachelors Professional 42 Private $13,800 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

61 2

No

Yes z_F

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

61 2 13

No

Yes z_F z_High School z_Blue Collar 39 Commercial

Van

1

8 Highly Urban/ Urban

0 12/7/58 61 0 10

No

z_No z_F Bachelors z_Blue Collar 42 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0 12/7/58 61 1 12

Yes $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

61 2 12

Yes $0 z_No z_F z_High School Clerical 44 Private $5,850 Sports Car $0 0

8 Highly Urban/ Urban

0

61 0 12

No

Yes M z_High School Clerical 38 Private $13,980 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

61 3 14 No

Yes z_F Bachelors Professional 33 Private

Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 12/4/58 61 3

No

Yes z_F Bachelors z_Blue Collar 44 Private $14,610 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

61 0 13

No

Yes z_F Masters Lawyer 32 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 12/3/58 61 2 14

No

Yes M z_High School Manager 16 Private $5,600 Pickup

1 $0 6 Highly Urban/ Urban

0

61 0 13

No

Yes M Bachelors Clerical 37 Private $18,170 Van $0 0 $0 11 z_Highly Rural/ Rural

1

61 2 14

No $0 Yes M z_High School Student 30 Commercial $14,070 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

61 0 12

No

Yes M z_High School Professional 52 Private $14,620 Minivan

3

8 Highly Urban/ Urban

0 11/29/58 61 0 10

No $0 z_No z_F Masters Lawyer 45 Private $15,220 z_SUV

2 $0 20 Highly Urban/ Urban

0

61 0 7

No $0 z_No M z_High School z_Blue Collar 16 Commercial $13,780 Minivan

2 $0 5 Highly Urban/ Urban

1 11/28/58 61 1 9

No

Yes M z_High School z_Blue Collar 16 Commercial $14,420 Minivan $0 0 $0 1 Highly Urban/ Urban

3 11/28/58 61 3 14 $4,885 No $0 Yes z_F Bachelors Student 58 Commercial $5,600 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

61 0 11 No

Yes M Bachelors Manager 40 Private $16,610 Van $0 0 $0 9 Highly Urban/ Urban

0 11/25/58 61 0 10

No $0 z_No z_F Bachelors Manager 25 Private $9,360 z_SUV

3 $0 12 Highly Urban/ Urban

0

61 4 15

Yes

z_No z_F Bachelors Clerical 21 Private $18,120 Minivan $0 0 $0 8 Highly Urban/ Urban

2 11/23/58 61 2 14

No

Yes M Masters Manager 47 Commercial $22,310 Van

3

15 Highly Urban/ Urban

0

61 0

No

Yes M Masters Lawyer 24 Private $13,820 Minivan $0 0 $0 1 Highly Urban/ Urban

1

61 4 16

Yes $0 z_No M Bachelors Manager 20 Private

Van $5,375 2 $0 14 Highly Urban/ Urban

0 11/19/58 61 1 7

Yes $0 z_No M z_High School z_Blue Collar 51 Commercial

Pickup

1

1 Highly Urban/ Urban

1

61 4 16 $38,819 No

Yes M z_High School z_Blue Collar 57 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0 11/17/58 61 0 12

No Yes M $34,575

2

6 Highly Urban/ Urban

1 11/17/58 61 3 13 $257 Yes $0 z_No z_F

z_SUV

1 $0 1 z_Highly Rural/ Rural

2

61 3

No

Yes z_F

0 11/16/58 61 0 8

No $0 z_No M PhD Doctor 27 Private $7,340 Minivan $0 0 $0 Highly Urban/ Urban

0 11/16/58 61 3 12

Yes $0 z_No z_F z_High School Clerical 25 Private $5,600 z_SUV

3 $0 1 Highly Urban/ Urban

0

61 0 12

No

Yes M Bachelors z_Blue Collar 35 Commercial $12,050 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 11/15/58 61 0 12 No $282,125 Yes M Bachelors z_Blue Collar 35 Commercial $20,950 Van $0 0 $0 9 z_Highly Rural/ Rural

1 11/15/58 61 2 10

Yes $0 z_No M Masters 33 Commercial $18,810 Van

2 $0 13 Highly Urban/ Urban

1

61 2 13

No

Yes z_F $6,789

1 $0 1 Highly Urban/ Urban

0 11/11/58 61 0 9

No

z_No z_F z_High School Clerical 5 Private $8,710 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

61 0 11

No

z_No M Masters Manager 45 Private $12,560 Minivan $0 0

19 Highly Urban/ Urban

0

61 0 6

No $0 z_No M $3,065

1 Highly Urban/ Urban

0 11/8/58 61 2 0 No

Yes z_F Bachelors Home Maker 38 Private $5,600 Sports Car $0 0 $0 17 z_Highly Rural/ Rural

1

61 1 10

No

Yes M Bachelors Clerical 20 Private $11,190 Pickup $0 0 $0 14 Highly Urban/ Urban

0

61 1 13

Yes $0 z_No M Bachelors Clerical 7 Private $8,830 Minivan $2,516 2 $0 9 Highly Urban/ Urban

1 11/5/58 61 2 0 $0 No $0 Yes M

0

61 1 11

No

Yes M z_High School Clerical 23 Private $9,200 Minivan

3 $0 1 Highly Urban/ Urban

0 11/4/58 61 0 11

No

z_No z_F Bachelors Professional 22 Private $25,530 Van $0 0 $0 7 Highly Urban/ Urban

0

61 0 7

No

Yes z_F Bachelors Home Maker 44 Private

z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 11/3/58 61 0 9

No z_No M Bachelors Clerical 34 Private $14,420 Minivan

4 $0 11 Highly Urban/ Urban

2 11/3/58 61 3 12

Yes $0 z_No z_F z_High School Student 27 Commercial

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

61 0 10

No

Yes z_F Masters Lawyer 31 Private $5,600 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

61 2 11

No Yes M

Van $0 0 $0 1 z_Highly Rural/ Rural

2

61 2 13 No

Yes M $30,640

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

0

61 0 13

No

Yes M Bachelors Professional 17 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

61 0 0 $0 No

z_No z_F $2,320

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0 10/29/58 61 0 0 $0 No $68,224 z_No z_F

1

61 2 15

Yes $0 z_No z_F Masters Lawyer 18 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

1

61 2 $0 No $0 Yes z_F

0

61 0 13

No $0 z_No z_F Bachelors z_Blue Collar 29 Commercial $16,880 z_SUV $0 0 $3,762 13 Highly Urban/ Urban

2 10/24/58 61 3 14

No

Yes z_F

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

0 10/24/58 61 0 9

No

Yes M Masters Lawyer 17 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

61 1 14

Yes

z_No z_F Bachelors Clerical 26 Private $13,730 z_SUV

1 $0 10 Highly Urban/ Urban

0

61 1 8

Yes $0 z_No z_F Masters Manager 34 Commercial

Pickup $0 0

18 Highly Urban/ Urban

0 10/22/58 61 2 12 $50 No

Yes M Bachelors Student 19 Commercial $5,610 Pickup $0 0 $0 14 z_Highly Rural/ Rural

1

61 3 10 No

Yes M Bachelors Professional 26 Private

Van $0 0 $0 7 z_Highly Rural/ Rural

0

61 0 0 $0 No

z_No z_F

1 Highly Urban/ Urban

0

61 0 8

No

Yes z_F PhD Doctor 43 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

1

61 1 0 $0 No

Yes z_F Masters Home Maker 21 Private $5,600 Sports Car

3 $0 17 Highly Urban/ Urban

2

61 3 8

Yes

z_No z_F z_High School z_Blue Collar 31 Commercial

z_SUV $0 0

8 Highly Urban/ Urban

0

61 0 10

No

Yes M Masters Lawyer 59 Private $12,230 Minivan $0 0

9 Highly Urban/ Urban

0 10/13/58 61 3 2 No

Yes z_F z_High School Clerical 48 Private $11,780 Sports Car

4 $1,886 1 Highly Urban/ Urban

0

61 2 14

No

Yes z_F z_High School z_Blue Collar 32 Commercial $24,510 Pickup

1 $3,585 1 Highly Urban/ Urban

0 10/12/58 61 0

No

Yes z_F z_High School z_Blue Collar 28 Commercial $10,510 z_SUV $7,010 1 $0 1 Highly Urban/ Urban

0

61 0 10

No

z_No z_F z_High School z_Blue Collar 75 Private $11,690 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 10/11/58 61 0 10

No

z_No z_F z_High School Professional 35 Private $11,320 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

61 2 10

Yes

z_No M Bachelors z_Blue Collar 33 Commercial

Minivan $0 0 $0 3 Highly Urban/ Urban

1 10/10/58 61 1 10

No

Yes z_F Masters Lawyer 29 Private $15,220 z_SUV $0 0

8 Highly Urban/ Urban

0

61 0 11

No $0 z_No z_F z_High School Student 39 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0 10/9/58 61 0 10

No

Yes M Bachelors Manager 31 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

1 10/9/58 61 2

No

Yes z_F Masters Manager 17 Private $14,750 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/9/58 61 3 16

No $0 Yes z_F z_High School Student 30 Commercial

Pickup $0 0 $0 6 Highly Urban/ Urban

0 10/9/58 61 0 0 $0 No $0 Yes z_F $3,550

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

61 2 11

Yes $0 z_No M Bachelors Professional 5 Commercial

Panel Truck

5 $0 14 Highly Urban/ Urban

0

61 1 14

No Yes z_F Bachelors Home Maker 37 Private

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

0 10/7/58 61 0 13

No $0 z_No M Masters Manager 9 Commercial $11,900 Pickup $0 0 $0 14 Highly Urban/ Urban

0

61 0 10

No $0 z_No z_F z_High School Clerical 44 Private $20,120 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

61 2 15

No

Yes z_F Masters Lawyer 34 Private

z_SUV

1 $2,723 25 Highly Urban/ Urban

0

61 3 15

No

Yes M PhD Doctor 27 Private

Van $0 0 $0 8 Highly Urban/ Urban

0 10/3/58 61 1 12

No

Yes M PhD 62 Commercial

Van $0 0 $0 11 z_Highly Rural/ Rural

0

61 2 17

No

Yes z_F

2 10/2/58 61 3 15

No

Yes M Bachelors z_Blue Collar 66 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

61 0 11

No

Yes M

0 9/30/58 61 0 11

No

z_No M Masters Lawyer 40 Private

Pickup

1 $0 19 Highly Urban/ Urban

0

61 0 7

No

z_No M Masters 12 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0 9/28/58 61 0 14

No Yes M Bachelors Manager 26 Commercial

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

2 9/28/58 61 2 13

No

Yes z_F z_High School z_Blue Collar 29 Commercial $1,500 z_SUV

3 $0 1 Highly Urban/ Urban

2 9/28/58 61 2 13 $34,056 No $122,908 Yes z_F z_High School z_Blue Collar 29 Commercial $6,180 Sports Car $502 1 $0 1 Highly Urban/ Urban

1 9/28/58 61 2 12

No

Yes z_F Bachelors Home Maker 42 Private $16,570 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

61 0 11

No Yes M Bachelors z_Blue Collar 14 Commercial $18,330 Van

3 $0 10 Highly Urban/ Urban

0 9/27/58 61 1 9

Yes

z_No M z_High School z_Blue Collar 36 Commercial $11,630 Pickup $0 0 $0 6 Highly Urban/ Urban

0

61 2 15

No

Yes M Masters Lawyer 16 Private

Van $0 0 $0 14 Highly Urban/ Urban

0

61 0 12

No

Yes z_F Masters Lawyer 8 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

61 3 8

Yes $0 z_No z_F Bachelors Manager 8 Private $11,580 z_SUV

3 $0 Highly Urban/ Urban

0 9/24/58 61 3 8 Yes $0 z_No z_F Bachelors Manager 8 Private $12,510 Sports Car

2 $0 Highly Urban/ Urban

2 9/24/58 61 2 11

No

Yes M z_High School z_Blue Collar 49 Commercial $12,910 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

61 0 8

No $0 z_No z_F Bachelors z_Blue Collar 45 Commercial

z_SUV

3

14 Highly Urban/ Urban

0 9/23/58 61 0 12

No

Yes M PhD Lawyer 47 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0

61 2 0 $0 Yes z_No z_F

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

1 9/22/58 61 2 8

No Yes z_F $1,944

2

2 Highly Urban/ Urban

1

61 2 13

Yes $0 z_No z_F z_High School z_Blue Collar 51 Commercial $12,190 z_SUV $0 0

8 Highly Urban/ Urban

1 9/20/58 61 2 13 $65,885 Yes $0 z_No z_F z_High School z_Blue Collar 51 Commercial $8,090 z_SUV $0 0 $4,390 8 Highly Urban/ Urban

0 9/20/58 61 0

No $0 z_No M Masters Lawyer 39 Private

Minivan $0 0 $0 18 z_Highly Rural/ Rural

1 9/20/58 61 2 13 $65,885 Yes $0 z_No z_F z_High School z_Blue Collar 32 Commercial

z_SUV $4,394 4

Highly Urban/ Urban

0

61 0 10

No

Yes z_F z_High School z_Blue Collar 40 Commercial $25,980 Pickup $0 0 $0 13 Highly Urban/ Urban

0

61 0 13

No

Yes M z_High School Clerical 21 Private $13,910 Minivan $0 0 $0 z_Highly Rural/ Rural

0

61 2 11

No

Yes z_F z_High School Professional 11 Private

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

1

61 2 6

Yes $0 z_No z_F Bachelors z_Blue Collar 25 Commercial

Pickup

2

9 Highly Urban/ Urban

2

61 3 14

No

Yes z_F $5,588

7 Highly Urban/ Urban

1 9/15/58 61 1 14

No

Yes z_F z_High School Professional 38 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

1 9/15/58 61 1 14 $57,073 No $230,870 Yes z_F z_High School Professional 38 Private $18,260 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

61 0 14 No

Yes M Masters 35 Commercial

Van

3 $0 1 Highly Urban/ Urban

0

61 0 8

No $0 z_No M z_High School Clerical 17 Commercial $31,390 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

61 1 13

No

Yes z_F Masters Lawyer 50 Private $29,470 Sports Car $0 0

18 Highly Urban/ Urban

2 9/12/58 61 2 13 No

Yes z_F Bachelors z_Blue Collar 27 Commercial

z_SUV

1 $0 9 Highly Urban/ Urban

1

61 2 15

No

Yes z_F Masters Lawyer 23 Private

Pickup

2 $3,771 18 Highly Urban/ Urban

0

61 0 12

No

Yes z_F Bachelors Home Maker 27 Private $18,870 Minivan $0 0 $0 Highly Urban/ Urban

0

61 0 11

No

Yes z_F

0 9/7/58 61 0 11 $23,250 No

Yes z_F

0

61 0

No $0 z_No z_F Bachelors Student 34 Commercial

z_SUV

1

9 Highly Urban/ Urban

0 9/4/58 61 2 15

No

Yes M Masters Lawyer 28 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

61 3 17

No

Yes z_F

2 $0 1 Highly Urban/ Urban

0 9/3/58 61 2 $0 Yes z_No z_F z_High School Student 19 Private

Sports Car

1 $0 1 Highly Urban/ Urban

0

61 0 12

No $0 z_No z_F Bachelors Professional 29 Private $26,480 Sports Car $8,623 3 $0 8 Highly Urban/ Urban

1 9/2/58 61 3 5

Yes z_No M z_High School Clerical 22 Private $16,860 Van $0 0 $0 1 Highly Urban/ Urban

0 9/2/58 61 0 12 No $0 z_No M Bachelors Manager 44 Commercial $23,690 Panel Truck

2 $0 11 Highly Urban/ Urban

0

61 0 11

No $0 Yes M z_High School Student 39 Commercial $8,170 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/1/58 61 0 13

No $0 z_No M Bachelors Professional 21 Private $10,550 Pickup $2,987 2 $0 12 Highly Urban/ Urban

0

61 2 12 $9,785 No

Yes z_F

z_SUV

2

1 Highly Urban/ Urban

0

61 2 13 Yes $0 z_No z_F z_High School Clerical 35 Private

z_SUV

2

1 Highly Urban/ Urban

0 8/30/58 61 0 $0 No

z_No z_F Bachelors Home Maker 43 Private

z_SUV $0 0 $5,101 11 Highly Urban/ Urban

0

61 2 12

No

Yes z_F Masters Lawyer 45 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

2

61 3 11

Yes $0 z_No M z_High School Clerical 10 Private $11,960 Minivan $45,931 1

1 Highly Urban/ Urban

0

61 0 6

No

Yes z_F z_High School Clerical 26 Private $5,600 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

61 0 14

No

z_No z_F Masters Lawyer 13 Private $18,850 Minivan $0 0

11 Highly Urban/ Urban

0 8/22/58 61 0 12

No

Yes M z_High School Professional 24 Private $1,500 Minivan $0 0

10 Highly Urban/ Urban

0

61 0 10

No

Yes z_F PhD Doctor 29 Private

Van $0 0 $0 17 Highly Urban/ Urban

0 8/21/58 61 0 9

No

Yes M Masters Manager 9 Private

Minivan $0 0 $0 20 Highly Urban/ Urban

2

61 2 8

Yes $0 z_No M z_High School Student 53 Commercial $10,850 Pickup $5,810 3

8 Highly Urban/ Urban

0 8/20/58 61 0 12

No z_No z_F PhD Doctor 17 Private $21,730 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 8/20/58 61 0 10

No $0 z_No M Masters Lawyer 47 Private

Van

3

10 Highly Urban/ Urban

0 8/20/58 61 0 10 $136,585 No $0 z_No M Masters Lawyer 24 Private $16,560 Minivan

3 $0 10 Highly Urban/ Urban

0

61 0 13

No

Yes M $1,044

2 $4,212 5 Highly Urban/ Urban

1

61 3 15

No $0 Yes z_F z_High School Student 40 Private $6,220 Sports Car

4 $0 1 Highly Urban/ Urban

1 8/12/58 61 3 15 $6,232 No $0 Yes z_F z_High School Student 40 Private

Sports Car $6,953 1

1 Highly Urban/ Urban

2

61 4 0 $0 Yes $0 z_No z_F Masters Home Maker 53 Private $1,500 Sports Car $1,433 2 $292 Highly Urban/ Urban

1 8/11/58 61 1 13 No $0 Yes M z_High School Student 36 Private $9,130 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 8/11/58 61 0 12

No

z_No M Bachelors z_Blue Collar 29 Commercial $24,660 Minivan $0 0

8 Highly Urban/ Urban

0

61 0 13

No $0 z_No z_F Masters Manager 45 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

1

61 2 13

No

Yes M Bachelors Clerical 20 Private $14,390 Minivan

2 $0 13 Highly Urban/ Urban

1

61 3 0 $0 No

Yes z_F z_High School Home Maker 42 Private $1,500 Sports Car

1

1 Highly Urban/ Urban

0

61 0 5

No

Yes z_F z_High School z_Blue Collar 27 Commercial

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 8/3/58 61 2 16

No

Yes M z_High School z_Blue Collar 46 Commercial $19,300 Minivan

3 $2,910 Highly Urban/ Urban

0

62 0 13 $69,083 No

Yes z_F Bachelors Professional 35 Private $10,510 z_SUV

3 $0 16 Highly Urban/ Urban

0 8/2/58 62 2 0 $0 No $0 Yes M z_High School Student 43 Commercial $10,950 Pickup $1,050 3 $0 1 z_Highly Rural/ Rural

2

62 3 15

No $0 Yes M z_High School Student 37 Commercial $7,020 Pickup

3 $0 14 Highly Urban/ Urban

0

62 0 11

No

Yes M z_High School Manager 45 Private $13,640 Minivan

2 $0 1 Highly Urban/ Urban

0

62 0 11

No

z_No M Bachelors Manager 54 Private

Minivan

1 $0 13 Highly Urban/ Urban

0

62 0

No

Yes M Masters Professional 35 Private $15,950 Minivan

2 $0 20 Highly Urban/ Urban

0 7/29/58 62 0 10

No z_No M Bachelors Professional 48 Private $10,740 Minivan

4 $0 1 Highly Urban/ Urban

0

62 0 12

No $0 Yes M z_High School Student 37 Private $17,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

62 3 10

Yes $0 z_No z_F Bachelors Student 26 Private $7,790 Sports Car

4

10 z_Highly Rural/ Rural

2 7/27/58 62 3 14

No

Yes M Bachelors Manager 16 Private $15,380 Minivan $3,960 4 $0 10 Highly Urban/ Urban

0

62 1 13

No

Yes z_F

Minivan

1 $0 6 Highly Urban/ Urban

0 7/24/58 62 1 12 $218 Yes z_No z_F z_High School Student 34 Private $15,370 z_SUV

1 $0 8 Highly Urban/ Urban

0

62 0 0 $0 No z_No z_F Masters Home Maker 43 Private $5,600 Sports Car $0 0 $3,018 20 Highly Urban/ Urban

0

62 0 11

No

z_No z_F z_High School z_Blue Collar 25 Commercial $9,970 z_SUV $0 0 $0 Highly Urban/ Urban

0 7/21/58 62 2 17

No $0 Yes z_F

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

0

62 3 12

No

Yes z_F z_High School Clerical 26 Private $28,090 Minivan

2

12 Highly Urban/ Urban

0 7/20/58 62 0 11

No

Yes z_F Bachelors Professional 34 Private $21,300 Pickup $0 0 $0 5 Highly Urban/ Urban

0

62 3 0 $0 No $0 Yes z_F Bachelors Student 40 Commercial

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0 7/18/58 62 3 0 $0 No $0 Yes z_F Bachelors Student 40 Commercial $5,600 z_SUV

2 $0 5 z_Highly Rural/ Rural

0

62 0 13

No

Yes M Masters Professional 25 Commercial $24,660 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0 7/17/58 62 0

No $0 z_No M Bachelors Professional 43 Private

Van $0 0 $0 10 Highly Urban/ Urban

0 7/17/58 62 0 10 No

Yes z_F z_High School Student 28 Private $6,740 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

62 2 7

Yes

z_No z_F

0 7/15/58 62 0 8

No Yes M Bachelors z_Blue Collar 9 Private

Minivan

1

10 Highly Urban/ Urban

3 7/15/58 62 3 14

No

Yes z_F Bachelors Professional 12 Private $8,860 Sports Car $2,680 1

11 Highly Urban/ Urban

0

62 0 9

No $0 z_No M PhD 16 Commercial $20,760 Van $1,994 1 $0 17 Highly Urban/ Urban

2

62 2 10

No

Yes z_F PhD 52 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0

62 2 13

No

Yes z_F z_High School Home Maker 22 Private $17,570 Sports Car

2 $0 1 Highly Urban/ Urban

0 7/11/58 62 1 13

No

Yes z_F z_High School Clerical 43 Private $8,960 z_SUV

1 $0 5 Highly Urban/ Urban

0 7/11/58 62 1 13

No

Yes z_F Bachelors Manager 25 Private $12,980 Minivan $0 0

10 Highly Urban/ Urban

0

62 0 0 $0 No $0 z_No z_F z_High School Home Maker 40 Private $12,860 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

62 0 15

No

Yes M z_High School z_Blue Collar 17 Private $14,130 Minivan $0 0 $0 7 Highly Urban/ Urban

0

62 0 14

No

Yes z_F Bachelors Professional 33 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0 7/8/58 62 0 11

No

Yes z_F z_High School Clerical 14 Private $14,320 Minivan $0 0 $0 1 Highly Urban/ Urban

0 7/8/58 62 0 11 $39,066 No Yes z_F z_High School Clerical 25 Private $7,920 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

62 0 6

No $0 z_No M

2 7/5/58 62 3 0 $0 No

Yes z_F z_High School Home Maker 27 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 7/5/58 62 3

No

Yes z_F Bachelors Home Maker 53 Private $10,580 z_SUV

2 $3,858 18 Highly Urban/ Urban

0

62 0 6

No $0 z_No z_F PhD 40 Commercial $24,670 Pickup $0 0 $0 14 Highly Urban/ Urban

0

62 0 10

No

Yes M z_High School z_Blue Collar 67 Commercial $15,990 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 7/2/58 62 2 13

No

Yes z_F z_High School Clerical 59 Private

z_SUV

1

6 Highly Urban/ Urban

1

62 3 11

Yes

z_No z_F z_High School z_Blue Collar 44 Commercial $10,680 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/1/58 62 0 13

No

Yes z_F Bachelors Professional 13 Private $15,290 Minivan $0 0 $0 10 Highly Urban/ Urban

0

62 0 12

No

z_No z_F z_High School Home Maker 27 Private $5,600 z_SUV $1,391 1 $0 6 Highly Urban/ Urban

0 6/30/58 62 0 12

No

Yes M z_High School Clerical 11 Commercial $5,600 Pickup $0 0 $0 1 z_Highly Rural/ Rural

3

62 3 14

No

Yes z_F Masters Professional 10 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0 6/29/58 62 1 12

Yes $0 z_No z_F Bachelors Professional 41 Private $9,330 z_SUV

2 $0 14 Highly Urban/ Urban

0 6/29/58 62 0 7

No

Yes M Bachelors Manager 45 Private $22,510 Minivan $0 0 $0 10 Highly Urban/ Urban

0 6/29/58 62 0 8

No $0 z_No M

0 6/29/58 62 0 8 $36,807 No $0 z_No M

3

62 3 13 $57,371 No

Yes z_F z_High School z_Blue Collar 69 Commercial $28,600 Pickup $1,858 4 $3,340 7 Highly Urban/ Urban

0

62 0 13

No

Yes z_F z_High School Clerical 41 Private $11,810 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

62 0 12

No

Yes M Bachelors Manager 39 Private $15,160 Minivan $0 0 $0 8 Highly Urban/ Urban

1 6/24/58 62 2 13

No $0 Yes z_F

1

62 3 17

No

Yes M z_High School Professional 46 Private $17,810 Van $0 0 $0 1 Highly Urban/ Urban

1

62 1 11

No Yes M PhD 30 Commercial $5,620 Pickup

2

18 Highly Urban/ Urban

0

62 0 13 $4,130 No

Yes z_F Bachelors Home Maker 51 Private $1,500 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

62 0 0 $0 No

z_No z_F Masters Home Maker 47 Private $13,030 z_SUV

1

15 Highly Urban/ Urban

0

62 0 12

No

Yes M Masters 5 Commercial $31,560 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

62 1 14

Yes $0 z_No z_F

2 $0 6 Highly Urban/ Urban

0

62 0 13

No

Yes M Bachelors Professional 57 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 6/14/58 62 0 10

No $0 z_No z_F $9,642

3 $4,277 5 Highly Urban/ Urban

0 6/14/58 62 0 11

No

z_No z_F

Minivan $0 0

1 Highly Urban/ Urban

1 6/14/58 62 2 10

No

Yes M Bachelors z_Blue Collar 5 Commercial $10,530 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0 6/14/58 62 1 7

No

Yes z_F Bachelors Home Maker 12 Private $12,440 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

62 3 15 No

Yes z_F z_High School Professional 38 Private

Minivan $0 0

6 Highly Urban/ Urban

0 6/13/58 62 3 15 No $177,209 Yes z_F z_High School Professional 38 Private $11,510 z_SUV

1 $0 6 Highly Urban/ Urban

2 6/13/58 62 2 0 $0 Yes $0 z_No z_F Masters Lawyer 19 Private $11,100 Sports Car $0 0

17 Highly Urban/ Urban

0 6/13/58 62 2

Yes

z_No z_F Bachelors Professional 35 Private $14,910 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

62 0 10

No

Yes M Bachelors z_Blue Collar 39 Commercial $14,600 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

62 2 14

Yes

z_No M Bachelors Professional 31 Private

Pickup

2 $0 5 Highly Urban/ Urban

0

62 2 14 Yes

z_No M z_High School z_Blue Collar 28 Commercial

Panel Truck $0 0

12 Highly Urban/ Urban

0

62 0 11

No

z_No M Bachelors Professional 32 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

0

62 0 9

No

z_No M Masters 44 Commercial

Van $0 0 $0 17 Highly Urban/ Urban

0 6/2/58 62 0 9 $107,814 No $282,778 z_No M Masters 28 Commercial $16,380 Van

2 $0 Highly Urban/ Urban

0

62 0 12

No Yes M PhD 12 Commercial $20,130 Van $4,188 1 $0 15 Highly Urban/ Urban

0 5/31/58 62 0

No

Yes M Masters Manager 15 Commercial

Panel Truck $9,980 1 $0 17 Highly Urban/ Urban

0

62 0 7

No

z_No z_F Masters Professional 11 Private $6,820 z_SUV $0 0 $0 1 Highly Urban/ Urban

2

62 2 11

No

Yes M Bachelors Professional 13 Commercial

Panel Truck

3 $0 Highly Urban/ Urban

0

62 0 8 No z_No z_F Bachelors Professional 17 Private $10,420 z_SUV

3 $0 6 Highly Urban/ Urban

0

62 0 9

No $0 z_No M $41,669

3

1 Highly Urban/ Urban

0 5/24/58 62 0 9 $18,939 No $0 z_No M

4

1 Highly Urban/ Urban

0 5/24/58 62 0 6

No

Yes z_F Bachelors Professional 25 Private $8,440 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 5/24/58 62 0 15

No

Yes M

0

62 0 5

No $0 z_No z_F z_High School z_Blue Collar 46 Commercial $6,830 z_SUV $0 0

1 Highly Urban/ Urban

0

62 0 12

No

z_No z_F Bachelors Home Maker 25 Private $7,890 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 5/20/58 62 0 11

No

Yes z_F Bachelors z_Blue Collar 6 Commercial

z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 5/20/58 62 0 12 $23,327 No $147,099 z_No z_F Bachelors Home Maker 25 Private $13,460 Sports Car

2 $0 11 Highly Urban/ Urban

0

62 0 11

No z_No z_F Bachelors z_Blue Collar 49 Commercial

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

62 0 14

No

Yes z_F PhD Manager 18 Commercial

Pickup

1 $0 16 Highly Urban/ Urban

0 5/15/58 62 0 7

No $0 z_No M z_High School Student 41 Private $5,600 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

62 3 0 $0 No $0 Yes z_F $9,715

1 $0 1 Highly Urban/ Urban

0 5/14/58 62 3 8

No

Yes z_F Bachelors Clerical 31 Private $5,600 z_SUV $0 0

9 Highly Urban/ Urban

0

62 2 0 $0 Yes

z_No z_F Masters Home Maker 18 Private $32,090 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 5/13/58 62 0 11

No

Yes z_F z_High School Manager 51 Private $10,830 z_SUV

4 $0 1 Highly Urban/ Urban

0 5/13/58 62 0 13

No

Yes z_F z_High School Clerical 48 Private $20,800 Sports Car $0 0

5 Highly Urban/ Urban

0

62 2 17

No

Yes M PhD Lawyer 16 Private $16,570 Van $0 0 $0 8 Highly Urban/ Urban

0 5/12/58 62 0 12

No

z_No M z_High School Clerical 41 Private

Pickup

2 $0 7 Highly Urban/ Urban

0

62 3 14

No

Yes z_F z_High School z_Blue Collar 39 Commercial $18,800 z_SUV

2 $0 10 Highly Urban/ Urban

0

62 1 10

Yes $0 z_No z_F Bachelors Manager 33 Private $16,160 Minivan $0 0 $0 1 Highly Urban/ Urban

0

62 0 11

No

z_No z_F z_High School Professional 40 Private $5,600 z_SUV

1 $0 1 Highly Urban/ Urban

0

62 2 12

No

Yes z_F Masters Home Maker 41 Commercial $22,210 Pickup $0 0 $0 12 Highly Urban/ Urban

0 5/6/58 62 0

No

Yes M Bachelors Professional 85 Private

Van $0 0 $0 9 z_Highly Rural/ Rural

0

62 0 0 $0 No

Yes z_F Bachelors Student 55 Commercial $5,600 Sports Car $0 0 $0 14 z_Highly Rural/ Rural

0

62 3 11 No

Yes z_F z_High School Professional 35 Private $9,170 z_SUV $0 0 $5,050 8 Highly Urban/ Urban

0 5/3/58 62 0 12

No

Yes z_F PhD 33 Commercial $16,990 Pickup

2 $0 9 Highly Urban/ Urban

0 5/3/58 62 0 12

No

Yes M Bachelors Professional 30 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

62 0 0 $0 No $0 z_No M Bachelors Student 18 Commercial $6,610 Pickup

2 $0 1 z_Highly Rural/ Rural

0

62 0 10

No $0 z_No z_F Bachelors z_Blue Collar 23 Commercial $18,870 Pickup $5,581 2

1 Highly Urban/ Urban

0

62 0 0 $0 No $0 Yes z_F z_High School Student 13 Private $11,320 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

62 0 10

No

Yes z_F z_High School Professional 6 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

1 4/26/58 62 1

No

Yes z_F $9,995

1

1 Highly Urban/ Urban

1

62 2 8

Yes

z_No M Masters Lawyer 23 Private $22,060 Minivan $4,165 1 $0 18 Highly Urban/ Urban

2

62 3 13

No

Yes M Bachelors Manager 32 Private $11,980 Minivan $0 0 $0 12 Highly Urban/ Urban

2 4/23/58 62 3 16

Yes $0 z_No z_F z_High School Home Maker 40 Private $27,910 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 4/23/58 62 3 $0 Yes $0 z_No z_F z_High School Home Maker 31 Private $15,670 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 4/23/58 62 1 13 $24,660 No

Yes M z_High School Professional 25 Commercial $16,230 Van $5,330 1 $3,884 1 Highly Urban/ Urban

0

62 0 12

No $0 z_No z_F Bachelors Professional 21 Private $28,710 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/22/58 62 2 13

No

Yes z_F z_High School z_Blue Collar 37 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

1

62 3 13

No

Yes z_F Bachelors Professional 23 Commercial

Van

2 $0 3 Highly Urban/ Urban

0 4/19/58 62 0 0 $0 No $0 z_No z_F z_High School Student 13 Commercial $5,600 z_SUV $0 0 $8,193 Highly Urban/ Urban

0 4/19/58 62 1 13 No

Yes M $2,770

Minivan $0 0 $0 1 Highly Urban/ Urban

0

62 0 10

No

Yes z_F PhD Manager 5 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 4/18/58 62 0 13 No $0 Yes M Bachelors Student 95 Commercial $23,970 Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0

62 2 13 Yes

z_No z_F Bachelors Professional 25 Private

Sports Car $3,220 3 $0 7 Highly Urban/ Urban

1

62 2 14

No Yes z_F z_High School z_Blue Collar 80 Private $7,420 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 4/15/58 62 2 11

Yes $0 z_No z_F Bachelors Professional 16 Private

Minivan $0 0 $0 3 Highly Urban/ Urban

1

62 3 16

No

Yes z_F PhD Manager 30 Private $11,300 z_SUV

1 $0 1 Highly Urban/ Urban

1 4/14/58 62 1 11

No

Yes z_F Bachelors Manager 41 Private $5,600 z_SUV

2

11 Highly Urban/ Urban

0

62 4 8

No

Yes z_F

0 4/12/58 62 0 3

No $0 z_No z_F Masters Lawyer 36 Private $6,000 Sports Car

2

21 Highly Urban/ Urban

0 4/12/58 62 0 3 $85,545 No $0 z_No z_F Masters Lawyer 36 Private $6,240 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

62 0 0 $0 No

Yes z_F Masters Home Maker 60 Private $5,600 z_SUV $0 0 $0 19 z_Highly Rural/ Rural

0 4/11/58 62 3 13 $16,680 Yes $0 z_No z_F

3

62 3 $109,957 No

Yes z_F Masters Manager 32 Private

z_SUV $0 0 $5,853 Highly Urban/ Urban

0

62 2 15

No

Yes M z_High School z_Blue Collar 10 Private $7,930 Pickup $0 0

1 Highly Urban/ Urban

0

62 0 12

No

Yes M z_High School z_Blue Collar 42 Private $8,790 Minivan $0 0

10 Highly Urban/ Urban

0

62 0 11

No

z_No M Bachelors Professional 30 Commercial $11,960 Pickup $5,759 2 $0 8 Highly Urban/ Urban

0 4/6/58 62 2 12

No

Yes z_F

0

62 2 16

No

Yes M

3 $0 5 Highly Urban/ Urban

1

62 1 11

No

Yes z_F z_High School z_Blue Collar 36 Commercial $11,510 z_SUV $0 0 $1,731 1 Highly Urban/ Urban

0

62 2 16

No

Yes z_F Masters Lawyer 5 Private $13,250 Sports Car $0 0 $0 17 Highly Urban/ Urban

0

62 0 13

No

Yes M Bachelors z_Blue Collar 37 Commercial $11,360 Pickup $0 0 $5,900 9 Highly Urban/ Urban

0 4/1/58 62 0 7

No

Yes M z_High School Clerical 62 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 4/1/58 62 0 13 $57,615 No $181,310 Yes M Bachelors z_Blue Collar 37 Commercial

Van

1 $3,698 9 Highly Urban/ Urban

0 4/1/58 62 0 9

No $0 z_No z_F Masters Manager 32 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

62 1 13

No Yes M

0

62 0 6 No z_No M PhD Manager 40 Private $16,500 Minivan $0 0 $0 13 Highly Urban/ Urban

1 3/29/58 62 1 5

Yes

z_No M z_High School Clerical 57 Private $9,030 Pickup $0 0 $0 1 z_Highly Rural/ Rural

1 3/29/58 62 1 10

No

Yes z_F z_High School z_Blue Collar 25 Commercial $22,210 Van

2 $0 8 Highly Urban/ Urban

0 3/29/58 62 3 11

Yes $0 z_No z_F z_High School z_Blue Collar 9 Commercial $14,440 z_SUV

3 $0 5 z_Highly Rural/ Rural

0 3/29/58 62 3 12

No

Yes z_F

0

62 1 13

No

Yes z_F Bachelors Home Maker 48 Private $12,880 Pickup $6,444 1 $0 12 Highly Urban/ Urban

0

62 0 13

No $0 z_No z_F z_High School Clerical 21 Private $5,600 Minivan $0 0 $0 1 Highly Urban/ Urban

0

62 0 4

No $0 z_No z_F PhD Lawyer 21 Private

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

1

62 1 12

No

Yes M Bachelors Professional 56 Commercial

Panel Truck $0 0

Highly Urban/ Urban

0 3/22/58 62 0 14 No

z_No M Bachelors Professional 26 Private $17,580 Van $3,351 3 $0 10 Highly Urban/ Urban

2

62 2 0 $0 No

Yes z_F z_High School Home Maker 43 Private $14,980 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

2

62 4 8

No $0 Yes M

2 $0 1 Highly Urban/ Urban

1 3/20/58 62 2 14

No Yes z_F z_High School Home Maker 6 Private $5,600 z_SUV

1 $0 Highly Urban/ Urban

0

62 0 11

No

Yes z_F Bachelors Professional 30 Commercial

Van

2

8 Highly Urban/ Urban

0

62 0 10

No $0 z_No z_F Bachelors Home Maker 43 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 3/16/58 62 0 0 $0 No

Yes z_F Bachelors Home Maker 40 Private $5,600 z_SUV $5,020 3

11 Highly Urban/ Urban

0 3/16/58 62 0 9

No

z_No z_F

Pickup $0 0

1 Highly Urban/ Urban

0

62 0 8

No

Yes z_F Bachelors Manager 5 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0 3/15/58 62 1 0 $0 No $0 Yes z_F Bachelors Home Maker 19 Private $8,760 z_SUV

2 $0 14 Highly Urban/ Urban

0 3/15/58 62 0 8 $104,436 No $304,883 Yes z_F Bachelors Manager 5 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

62 2 9

Yes

z_No z_F PhD 33 Commercial $33,210 Van

1 $0 11 Highly Urban/ Urban

0

62 1 14

Yes $0 z_No M Bachelors Professional 25 Commercial

Panel Truck $0 0

5 Highly Urban/ Urban

0

62 0 13

No $0 z_No z_F Masters Lawyer 35 Private $18,460 z_SUV

2 $0 18 Highly Urban/ Urban

0

62 0 6

No

z_No M Masters 28 Commercial $19,530 Van

3 $2,289 17 Highly Urban/ Urban

0 3/6/58 62 0 0 $0 No $0 Yes z_F z_High School Home Maker 49 Private $5,700 z_SUV

3 $0 7 z_Highly Rural/ Rural

0 3/6/58 62 0 10

No

z_No M z_High School z_Blue Collar 35 Commercial $10,480 Pickup

1 $0 9 Highly Urban/ Urban

3 3/6/58 62 4

No

Yes M z_High School Clerical 39 Commercial

Van

4 $0 1 Highly Urban/ Urban

0

62 1 0 $0 No

Yes z_F

3 $0 1 Highly Urban/ Urban

0 3/4/58 62 0 8

No $0 z_No M Masters 31 Commercial

Panel Truck

3 $0 20 Highly Urban/ Urban

1 3/4/58 62 2 14

Yes $0 z_No M Bachelors z_Blue Collar 33 Commercial $16,020 Minivan $0 0

1 Highly Urban/ Urban

0

62 0 10

No $0 z_No z_F z_High School z_Blue Collar 10 Private $14,640 Minivan $0 0 $0 10 Highly Urban/ Urban

0 2/28/58 62 0 11 No $0 z_No z_F Bachelors z_Blue Collar 49 Commercial $13,070 Sports Car $2,932 3 $3,404 13 Highly Urban/ Urban

0 2/27/58 62 2 9

No

Yes M z_High School Clerical 40 Private $12,260 Minivan

1 $0 11 Highly Urban/ Urban

1 2/27/58 62 1 12

Yes $0 z_No M Bachelors z_Blue Collar 74 Commercial $24,050 Panel Truck $0 0 $0 z_Highly Rural/ Rural

1 2/26/58 62 4 8

Yes $0 z_No z_F PhD 46 Commercial $21,520 Pickup

2

17 Highly Urban/ Urban

2 2/26/58 62 3 10

No

Yes M Bachelors Professional 43 Private $5,600 Pickup $1,421 2 $0 1 Highly Urban/ Urban

0 2/26/58 62 0 9

No

z_No M Masters 34 Commercial

Panel Truck $0 0

15 Highly Urban/ Urban

2 2/26/58 62 3 10 $90,991 No $310,709 Yes M Bachelors Professional 43 Private $20,960 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/26/58 62 0 9 $173,557 No $450,715 z_No M Masters 34 Commercial $22,960 Panel Truck

3 $0 15 Highly Urban/ Urban

2 2/25/58 62 2 14

No

Yes z_F z_High School z_Blue Collar 45 Private $18,280 Minivan $1,288 3 $0 11 Highly Urban/ Urban

0

62 0 10

No

Yes M

3 2/22/58 62 3 10

Yes $0 z_No z_F $5,576

1 Highly Urban/ Urban

2 2/22/58 62 2 12

No

Yes M Masters Lawyer 12 Private $15,430 Minivan $0 0 $0 20 Highly Urban/ Urban

2

62 3 14

No

Yes M z_High School z_Blue Collar 56 Commercial $11,280 Pickup $0 0 $0 6 Highly Urban/ Urban

1 2/16/58 62 2 10

No

Yes z_F z_High School Clerical 20 Private $9,800 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 2/16/58 62 2 14

No

Yes z_F Masters Manager 41 Commercial

Panel Truck $4,422 2 $2,908 18 Highly Urban/ Urban

1 2/16/58 62 2 10 $32,057 No $166,326 Yes z_F z_High School Clerical 20 Private $8,810 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

62 0 14

No

z_No z_F Bachelors Professional 36 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

62 2 14 Yes

z_No z_F

z_SUV

1 $0 1 Highly Urban/ Urban

0 2/12/58 62 0 8

No

Yes z_F Masters Lawyer 23 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

0 2/12/58 62 3 12

No

Yes M z_High School Clerical 28 Private $27,820 Minivan $0 0 $0 1 Highly Urban/ Urban

1 2/11/58 62 2 15

No

Yes z_F Bachelors Clerical 74 Private $11,710 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 2/9/58 62 0 9

No

Yes z_F z_High School Professional 31 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/8/58 62 0 10

No $0 z_No z_F PhD Doctor 26 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/6/58 62 0 6

No $0 z_No z_F Bachelors Clerical 29 Private $18,010 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

1 2/5/58 62 2 13

No

Yes M Masters Lawyer 64 Private $18,780 Van $0 0 $0 11 Highly Urban/ Urban

0 2/5/58 62 0 12

No

Yes z_F Bachelors Manager 37 Private $9,010 z_SUV

2 $0 3 Highly Urban/ Urban

1 2/5/58 62 2 13 $58,963 No $214,655 Yes M Masters Lawyer 25 Private

Van

1 $0 11 Highly Urban/ Urban

2 2/5/58 62 3 10

Yes $0 z_No M z_High School Professional 34 Commercial

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

1 2/4/58 62 1 10

Yes $0 z_No z_F z_High School Manager 45 Commercial $18,050 Pickup

1

Highly Urban/ Urban

0

62 0 7

No

Yes M

0 2/2/58 62 0 11

No $0 z_No z_F Masters Home Maker 40 Private $11,050 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 2/1/58 62 0 11

No

Yes M Masters Lawyer 38 Private $10,440 Pickup $0 0 $0 19 z_Highly Rural/ Rural

1 1/30/58 62 2 14

No

Yes M z_High School z_Blue Collar 5 Commercial $16,000 Minivan

2 $4,111 1 Highly Urban/ Urban

0 1/30/58 62 2 13

No

Yes z_F Bachelors z_Blue Collar 12 Commercial

Minivan $0 0 $0 6 Highly Urban/ Urban

1 1/30/58 62 1 13

Yes

z_No M Masters Professional 18 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

0 1/30/58 62 2 13 $153,270 No $382,564 Yes z_F Bachelors z_Blue Collar 12 Commercial

Pickup

1 $0 6 Highly Urban/ Urban

0 1/29/58 62 0 12

No $0 z_No z_F z_High School Manager 32 Private $12,650 z_SUV $0 0

1 Highly Urban/ Urban

0

62 2 17

No

Yes z_F

1

62 2 13

Yes

z_No M z_High School z_Blue Collar 32 Commercial $17,680 Van

2 $0 1 z_Highly Rural/ Rural

0

62 2 15

Yes

z_No M Bachelors z_Blue Collar 22 Commercial $12,850 Minivan

3 $0 1 Highly Urban/ Urban

0 1/19/58 62 2 9 No

Yes M PhD Doctor 26 Private $11,740 Pickup $0 0 $0 20 Highly Urban/ Urban

0 1/19/58 62 0 11

No $0 z_No M z_High School z_Blue Collar 45 Commercial $14,540 Minivan $2,157 2 $0 1 Highly Urban/ Urban

0 1/19/58 62 0 6 $130 No

Yes z_F z_High School Home Maker 42 Private $5,340 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

62 2 13

Yes

z_No z_F Masters Lawyer 42 Private $21,340 Minivan $0 0 $0 12 z_Highly Rural/ Rural

1 1/18/58 62 2 10

No

Yes M Masters 34 Commercial $5,600 Pickup

2 $8,615 18 Highly Urban/ Urban

0 1/17/58 62 1 12

Yes $0 z_No z_F Bachelors Professional 51 Commercial $23,560 Pickup $0 0 $6,295 1 Highly Urban/ Urban

0 1/17/58 62 3 15

Yes

z_No M PhD Manager 9 Private

Pickup

1 $0 Highly Urban/ Urban

0 1/17/58 62 0 2

No z_No M Masters 32 Commercial $11,360 Pickup $4,538 2 $0 12 Highly Urban/ Urban

0 1/16/58 62 0 13

No Yes z_F z_High School z_Blue Collar 38 Commercial $17,900 Pickup

2 $0 6 Highly Urban/ Urban

1 1/15/58 62 1 11

Yes $0 z_No M PhD 36 Commercial

Panel Truck

2

14 Highly Urban/ Urban

0 1/15/58 62 3 15

Yes

z_No M Bachelors z_Blue Collar 29 Private $12,420 Minivan $0 0 $0 10 Highly Urban/ Urban

1

62 2 14

No

Yes z_F Masters Manager 51 Private $13,000 Sports Car

1 $0 12 Highly Urban/ Urban

0 1/14/58 62 0 11

No

Yes z_F z_High School Home Maker 40 Private $5,600 z_SUV

3 $0 9 Highly Urban/ Urban

0 1/14/58 62 0 11 $1,953 No $137,081 Yes z_F z_High School Home Maker 40 Private $14,080 z_SUV

3 $0 9 Highly Urban/ Urban

0 1/14/58 62 3 15

No

Yes M Masters Lawyer 32 Private $13,520 Minivan

2 $0 21 Highly Urban/ Urban

1 1/14/58 62 2 15

No

Yes z_F z_High School Clerical 32 Private $9,980 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

62 3 16 $5,316 No

Yes z_F Bachelors Home Maker 30 Private $9,160 z_SUV $0 0 $0 8 Highly Urban/ Urban

1

62 3 0 $0 Yes

z_No M

1 1/12/58 62 2 14

Yes

z_No z_F Bachelors Professional 43 Private $18,110 Minivan $0 0 $3,332 11 Highly Urban/ Urban

0

62 2 16

No

Yes z_F z_High School Clerical 42 Private $15,120 Sports Car

1

1 Highly Urban/ Urban

0 1/9/58 62 1 12

Yes $0 z_No z_F Masters Lawyer 22 Private $9,440 z_SUV $0 0 $0 12 Highly Urban/ Urban

1 1/8/58 62 3 13

No

Yes z_F

2

1 Highly Urban/ Urban

0 1/7/58 62 1 11

Yes

z_No z_F

0 1/7/58 62 3 14

No

Yes z_F Bachelors Student 20 Private $5,300 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 1/7/58 62 0 11

No

Yes M Masters 29 Commercial $30,840 Panel Truck

2 $0 18 z_Highly Rural/ Rural

0 1/1/58 62 0 11

No

Yes z_F Masters Lawyer 19 Private

Sports Car $0 0 $0 21 Highly Urban/ Urban

0

62 2

No

,354

Yes M Bachelors z_Blue Collar 28 Commercial

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

0

62 0 9

No $0 z_No M Bachelors Professional 31 Commercial

Panel Truck

1 $4,665 8 Highly Urban/ Urban

0 12/27/57 62 0 12

No $0 z_No z_F Bachelors z_Blue Collar 65 Commercial $10,110 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

2

62 2 9

No

Yes z_F Bachelors z_Blue Collar 34 Private $20,590 Pickup $0 0 $0 10 Highly Urban/ Urban

0

62 0 8

No $0 z_No M Bachelors Professional 39 Private $12,300 Minivan $5,101 2 $0 5 Highly Urban/ Urban

0 12/25/57 62 0 11

No

Yes M Bachelors Professional 14 Commercial

Panel Truck

2

7 Highly Urban/ Urban

0 12/25/57 62 0 8 $67,014 No z_No M Bachelors Professional 39 Private $24,050 Minivan

2 $0 5 Highly Urban/ Urban

0 12/25/57 62 0 10

No $0 z_No z_F Bachelors z_Blue Collar 26 Commercial $14,210 z_SUV $3,189 2 $0 1 Highly Urban/ Urban

0

62 0 12

No

Yes z_F PhD Manager 44 Private $12,190 z_SUV

2 $0 Highly Urban/ Urban

0

62 0 8

No

z_No M Bachelors Professional 31 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/23/57 62 0 8 $95,166 No $306,407 z_No M Bachelors Professional 57 Commercial $21,690 Van

3

8 Highly Urban/ Urban

0 12/23/57 62 0 13

No

Yes z_F z_High School z_Blue Collar 35 Commercial $18,240 z_SUV

1 $4,506 1 Highly Urban/ Urban

0

62 0 0 $0 No $0 z_No z_F

Minivan $0 0 $0 1 z_Highly Rural/ Rural

2

62 2 12

No

Yes M Masters 47 Commercial $12,100 Pickup

2

7 Highly Urban/ Urban

2 12/21/57 62 2 12 $64,957 No $209,019 Yes M Masters 47 Private $15,000 Minivan $7,323 1 $0 7 Highly Urban/ Urban

0

62 0 0 $0 No

Yes z_F Masters Lawyer 56 Private $10,550 Minivan

2 $0 10 Highly Urban/ Urban

0 12/20/57 62 0 0 $0 No $95,757 Yes z_F Masters Lawyer 33 Private $8,870 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 12/20/57 62 2 15

No

Yes M Bachelors z_Blue Collar 44 Commercial $20,380 Van $0 0 $0 11 z_Highly Rural/ Rural

1 12/20/57 62 2 13

No

Yes z_F z_High School Clerical 14 Private

Pickup $0 0

6 Highly Urban/ Urban

0

62 0 11

No

Yes M Bachelors Professional 40 Commercial $16,890 Van $0 0 $0 8 Highly Urban/ Urban

0 12/19/57 62 2 9

Yes $0 z_No z_F Bachelors Professional 69 Private $5,600 Sports Car $7,551 1 $0 z_Highly Rural/ Rural

2

62 2 9

Yes

z_No M z_High School Manager 49 Commercial $10,810 Pickup $6,985 1

1 Highly Urban/ Urban

0

62 0 12

No

z_No z_F Bachelors Manager 10 Private $5,600 Sports Car $6,033 4 $0 1 Highly Urban/ Urban

0 12/17/57 62 1 9

No

Yes M Bachelors Professional 38 Private

Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

62 0 13

No

Yes z_F Masters Lawyer 22 Private $18,160 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

62 0 13

No

Yes z_F PhD Doctor 19 Private $30,340 Pickup $0 0 $0 22 Highly Urban/ Urban

0

62 0 12

No

Yes z_F z_High School Professional 38 Private $22,860 Minivan $0 0 $0 12 Highly Urban/ Urban

0

62 0 13

No

Yes z_F Bachelors Clerical 31 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0

62 2 13

No Yes z_F Bachelors z_Blue Collar 39 Commercial $27,240 Sports Car $7,776 2

Highly Urban/ Urban

0

62 0 11

No $0 z_No M

0

62 0 11

No

Yes M Masters Professional 33 Commercial

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

0 12/4/57 62 0 11 $111,407 No $320,420 Yes M Masters Professional 33 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0 12/4/57 62 3 12 Yes $0 z_No z_F z_High School Student 5 Commercial $7,960 z_SUV

1 $0 10 Highly Urban/ Urban

0

62 2 14

No

Yes M z_High School Manager 34 Private $20,420 Minivan $0 0 $0 1 Highly Urban/ Urban

0

62 0 15

No

Yes M Bachelors z_Blue Collar 37 Commercial

Minivan

1 $0 12 Highly Urban/ Urban

0 12/2/57 62 0 9

No

Yes z_F $536

1

1 Highly Urban/ Urban

0

62 0 10

No

z_No M Bachelors z_Blue Collar 47 Commercial $5,600 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0

62 0 11

No

z_No z_F Bachelors z_Blue Collar 31 Commercial

z_SUV

2

8 Highly Urban/ Urban

1 11/29/57 62 2 14

Yes

z_No M z_High School z_Blue Collar 30 Commercial $15,930 Minivan $0 0 $0 6 Highly Urban/ Urban

0 11/29/57 62 0 11 $71,303 No z_No z_F Bachelors z_Blue Collar 31 Commercial $30,660 Minivan $0 0 $0 8 Highly Urban/ Urban

2

62 2 8 No $0 Yes M $9,419

1 $0 6 z_Highly Rural/ Rural

0 11/28/57 62 0 7

No $0 z_No M Bachelors z_Blue Collar 22 Commercial $18,270 Van

1

6 Highly Urban/ Urban

3 11/28/57 62 3 0 $0 No $0 Yes z_F z_High School Student 34 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

62 0 10

No

z_No z_F z_High School Home Maker 40 Private $8,390 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0 11/27/57 62 0 $27,907 No $152,144 z_No z_F z_High School Home Maker 40 Private $14,500 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 11/27/57 62 0 0 $0 No $0 z_No M Bachelors Student 28 Commercial

Panel Truck

1 $0 z_Highly Rural/ Rural

1

62 2 13

Yes

z_No z_F Masters Lawyer 35 Private $1,500 z_SUV $20,972 2

17 Highly Urban/ Urban

1 11/23/57 62 2 13 $111,014 Yes $298,205 z_No z_F Masters Lawyer 35 Private $16,700 z_SUV $0 0 $0 17 Highly Urban/ Urban

1

62 3 13

No

Yes z_F z_High School Manager 30 Private $13,520 Sports Car $3,469 2 $0 1 Highly Urban/ Urban

0

62 0 12

No

Yes M Masters 21 Commercial $16,640 Van $0 0

14 Highly Urban/ Urban

1

62 1 12

No

Yes z_F Bachelors Professional 25 Private

Minivan $0 0 $5,320 8 Highly Urban/ Urban

3 11/18/57 62 3 15

No

Yes M Masters Manager 22 Private $13,860 Minivan $0 0

13 Highly Urban/ Urban

1 11/18/57 62 1 14

No

Yes z_F Bachelors Professional 26 Private $17,050 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

62 3 10

No

Yes z_F Bachelors z_Blue Collar 12 Commercial $15,550 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1

62 2 11

Yes $0 z_No z_F

Minivan $0 0

5 Highly Urban/ Urban

0

62 1 8

Yes

z_No z_F PhD Doctor 18 Private $5,700 Sports Car $0 0 $0 Highly Urban/ Urban

0

62 0 11

No

Yes M Masters Manager 43 Private $12,900 Minivan $0 0 $0 Highly Urban/ Urban

0 11/12/57 62 0 13

No

z_No M z_High School z_Blue Collar 26 Commercial $11,370 Pickup

1 $0 8 Highly Urban/ Urban

0

62 0 7

No $0 z_No z_F PhD Doctor 12 Private $10,710 z_SUV

1 $0 18 Highly Urban/ Urban

0

62 0 12

No

Yes M Masters Professional 31 Private $11,940 Pickup $974 2 $0 18 Highly Urban/ Urban

0

62 2 13 No

Yes z_F Bachelors z_Blue Collar 45 Commercial $5,700 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0 11/6/57 62 0 12

No

Yes z_F Masters Lawyer 24 Private $20,640 Minivan $0 0 $0 16 Highly Urban/ Urban

1

62 2 10

No

Yes M z_High School z_Blue Collar 32 Commercial $9,650 Minivan $0 0 $0 z_Highly Rural/ Rural

0

62 0 10

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

62 3 19 No

Yes M $3,967

2 $0 1 Highly Urban/ Urban

1

62 3 13

Yes $0 z_No M PhD 5 Commercial $19,980 Van $1,310 2 $0 23 Highly Urban/ Urban

1 10/30/57 62 2 0 $0 No

Yes z_F z_High School Home Maker 39 Private

z_SUV

1

1 z_Highly Rural/ Rural

0

62 0 6

No $0 z_No M Bachelors z_Blue Collar 41 Commercial $20,730 Van $0 0

1 Highly Urban/ Urban

0 10/29/57 62 1 15

No

Yes z_F $6,488

1 $0 1 Highly Urban/ Urban

0

62 0 9

No

Yes M Masters 45 Commercial

Van $0 0 $0 11 Highly Urban/ Urban

1 10/27/57 62 3 10

No

Yes z_F Bachelors Home Maker 25 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

62 0 13

No

Yes M z_High School z_Blue Collar 54 Commercial $18,610 Minivan $0 0

1 Highly Urban/ Urban

1

62 4 15 $9,950 No $0 Yes z_F z_High School Student 37 Private $6,690 z_SUV $0 0 $0 1 Highly Urban/ Urban

1 10/25/57 62 1 13

Yes

z_No z_F Bachelors Manager 37 Private $5,700 z_SUV

1 $0 9 Highly Urban/ Urban

1 10/25/57 62 1 $49,120 Yes $197,752 z_No z_F Bachelors Manager 37 Private $10,440 z_SUV $0 0

9 Highly Urban/ Urban

1 10/25/57 62 4 15 $9,950 No $0 Yes z_F z_High School Student 37 Private $18,800 Sports Car

3

1 Highly Urban/ Urban

0

62 0 8

No $172,461 Yes M z_High School z_Blue Collar 38 Commercial $22,960 Panel Truck $6,597 2 $3,350 1 Highly Urban/ Urban

2 10/23/57 62 2 11

No

Yes M PhD Manager 13 Commercial $30,610 Panel Truck $0 0 $0 Highly Urban/ Urban

1

62 1 10

No

Yes z_F Bachelors Professional 36 Private $14,830 z_SUV $0 0 $1,896 13 Highly Urban/ Urban

0

62 0 13

No

z_No M Bachelors Clerical 23 Commercial

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

0 10/20/57 62 3 16

No

Yes z_F

0

62 0 8

No

z_No M $16,121

3 $3,428 8 Highly Urban/ Urban

0 10/18/57 62 0 12

No

Yes z_F z_High School z_Blue Collar 44 Commercial $1,500 z_SUV

2 $0 4 Highly Urban/ Urban

0

62 2 14 No

Yes M PhD Manager 25 Private $15,990 Minivan $0 0 $0 14 Highly Urban/ Urban

0 10/16/57 62 0 9

No

Yes z_F Bachelors Manager 23 Private $13,470 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 10/16/57 62 0 6

No $0 z_No z_F Masters Lawyer 36 Private $25,200 Pickup $0 0 $0 15 Highly Urban/ Urban

0

62 0 10

No

Yes M Masters Professional 32 Private $15,280 Minivan $0 0 $0 16 Highly Urban/ Urban

0 10/15/57 62 0 11

No

Yes z_F Masters Lawyer 32 Private

z_SUV $5,346 2 $0 19 Highly Urban/ Urban

0 10/15/57 62 0 10 $86,596 No $251,362 Yes M Masters Professional 32 Private $7,570 Pickup $0 0 $0 16 Highly Urban/ Urban

1

62 2 5 $3,374 Yes $0 z_No z_F

2 $0 1 z_Highly Rural/ Rural

0 10/10/57 62 1 15

No

Yes M z_High School Clerical 30 Private $7,890 Pickup $0 0 $0 1 Highly Urban/ Urban

2

62 3 0 $0 No

Yes z_F Bachelors Home Maker 5 Private $9,240 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/9/57 62 0 14

No $0 z_No z_F Masters Home Maker 35 Private $17,520 z_SUV $0 0

8 Highly Urban/ Urban

0

62 1 7

Yes $0 z_No z_F PhD Manager 29 Private

z_SUV $9,828 1 $0 14 Highly Urban/ Urban

0

62 0 10

No z_No M Bachelors Clerical 22 Commercial $24,060 Minivan

2

6 Highly Urban/ Urban

1

62 3 12

No $0 Yes z_F z_High School Student 9 Private $9,900 z_SUV

3 $0 1 Highly Urban/ Urban

2

62 2 17

No

Yes z_F z_High School Clerical 35 Private $10,860 z_SUV

1

1 Highly Urban/ Urban

1

62 3 16

Yes

z_No z_F z_High School Clerical 37 Private $5,700 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

62 2 11

Yes $0 z_No M Bachelors Professional 13 Private $18,130 Van $0 0 $4,348 10 Highly Urban/ Urban

0

62 0 10

No z_No M Masters 46 Commercial $5,700 Pickup

2 $0 5 Highly Urban/ Urban

2 9/29/57 62 4 0 $0 Yes $0 z_No z_F

1 $0 1 Highly Urban/ Urban

0

62 0 14

No

Yes M z_High School z_Blue Collar 35 Commercial $6,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

62 1 10

Yes

z_No M Masters Lawyer 36 Private $5,700 Pickup

1

12 Highly Urban/ Urban

0 9/25/57 62 3 10

No $0 Yes M

0 9/25/57 62 1 10 Yes $342,728 z_No M Masters 36 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

62 2 14

Yes

z_No M Masters Manager 6 Private $24,510 Minivan $0 0 $0 16 Highly Urban/ Urban

0

62 0 11

No Yes M Masters Manager 29 Commercial

Van

2 $0 15 Highly Urban/ Urban

0 9/21/57 62 0 12

No

Yes M Masters 52 Commercial $18,190 Van $0 0 $0 15 Highly Urban/ Urban

0

62 0 7

No

Yes z_F Masters Lawyer 29 Private $24,790 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 9/17/57 62 2 11

No

Yes z_F z_High School Professional 23 Private $24,100 Minivan

2 $0 9 Highly Urban/ Urban

0

62 1 10

No

Yes M Masters Manager 32 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 9/16/57 62 1 14

No

Yes z_F Bachelors z_Blue Collar 30 Commercial $14,130 z_SUV $6,240 1 $0 1 Highly Urban/ Urban

0 9/16/57 62 0 11

No $0 z_No z_F z_High School Clerical 45 Private $18,170 Minivan

2

1 Highly Urban/ Urban

0

62 0 8

No

z_No M z_High School Clerical 36 Commercial $11,830 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/13/57 62 2 14

No

Yes z_F Masters Manager 30 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 9/13/57 62 0 12

No

Yes z_F z_High School Manager 36 Private $12,580 Minivan $0 0 $0 7 Highly Urban/ Urban

2

62 2 0 $0 No

Yes M z_High School Home Maker 10 Private $19,590 Van $0 0 $0 1 Highly Urban/ Urban

2

62 3 15

No

Yes M PhD Lawyer 39 Private $15,350 Minivan

1

1 Highly Urban/ Urban

1 9/11/57 62 1 12

Yes

z_No z_F z_High School Home Maker 45 Private

z_SUV $0 0

5 Highly Urban/ Urban

3 9/11/57 62 3 6

No

Yes z_F

1 9/11/57 62 2 15

No

Yes z_F Masters Lawyer 20 Private $26,860 z_SUV

2 $0 11 Highly Urban/ Urban

0

62 0 12

No

Yes z_F Bachelors Home Maker 25 Private $15,840 z_SUV $8,455 3 $0 6 Highly Urban/ Urban

0

62 0 13

No

Yes M $3,710

3

1 Highly Urban/ Urban

0

62 4 14

Yes

z_No M

2

62 3 14

No

Yes M $1,188

1 $0 1 Highly Urban/ Urban

1 9/3/57 62 2 10

Yes $0 z_No M PhD Manager 30 Commercial

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

1

62 3 5

Yes z_No M z_High School Clerical 37 Private $20,630 Van $6,870 2

8 z_Highly Rural/ Rural

0 9/2/57 62 0 10 No

Yes M

Minivan $0 0

6 Highly Urban/ Urban

0

62 0 3

No

Yes M

0

62 1 14

No

Yes z_F Bachelors z_Blue Collar 52 Commercial

Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 8/29/57 62 2 13

No $0 Yes z_F z_High School Student 19 Commercial $10,980 Sports Car $0 0 $0 1 Highly Urban/ Urban

1

62 1 11

No

Yes M z_High School Professional 18 Commercial $26,810 Panel Truck

1 $7,506 1 Highly Urban/ Urban

0

62 0 10

No

Yes M $27,380

Panel Truck $0 0 $0 4 Highly Urban/ Urban

0 8/27/57 62 0 7

No $0 z_No z_F PhD Doctor 39 Private $16,390 z_SUV

3 $5,013 13 Highly Urban/ Urban

0 8/27/57 62 0 10 $61,419 No $196,525 Yes M

0 8/27/57 62 1 13

Yes $0 z_No z_F PhD Doctor 54 Private $18,380 z_SUV

3 $0 13 Highly Urban/ Urban

0 8/27/57 62 2 13

No

Yes z_F z_High School Clerical 15 Private

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

0

62 0 9

No

z_No z_F z_High School z_Blue Collar 39 Commercial $5,700 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 8/25/57 62 0 13

No

Yes z_F z_High School z_Blue Collar 27 Commercial $23,340 Sports Car

3 $3,350 1 Highly Urban/ Urban

1

62 2 15

No

Yes z_F z_High School z_Blue Collar 32 Commercial $20,170 Minivan

2

8 Highly Urban/ Urban

0 8/23/57 62 0 7

No

z_No z_F

Minivan $0 0 $0 4 z_Highly Rural/ Rural

0 8/23/57 62 3 11

No

Yes z_F Bachelors z_Blue Collar 47 Commercial $30,110 Pickup $0 0 $0 13 z_Highly Rural/ Rural

1

62 1 11 $52,898 Yes $0 z_No M z_High School z_Blue Collar 19 Commercial

Panel Truck $3,950 3

1 Highly Urban/ Urban

0

62 1 14

Yes $0 z_No M z_High School Clerical 40 Private $21,530 Minivan

2 $0 8 Highly Urban/ Urban

0

62 0 13

No

z_No M Bachelors Professional 46 Commercial $5,530 Pickup

2 $4,927 9 Highly Urban/ Urban

0

62 0 12

No

Yes z_F Masters Lawyer 9 Private $12,200 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

62 0 13

No

Yes M PhD 64 Commercial

Panel Truck $0 0 $0 22 Highly Urban/ Urban

1 8/18/57 62 2 9

No Yes z_F Masters Lawyer 51 Private

z_SUV

2 $3,753 9 Highly Urban/ Urban

0 8/18/57 62 0 13 $129,274 No $281,200 Yes M PhD 64 Private $11,090 Pickup $0 0 $0 22 Highly Urban/ Urban

0

62 0 12

No

Yes M z_High School Clerical 76 Private $10,900 Pickup $0 0 $0 7 Highly Urban/ Urban

0

62 2 13

No

Yes z_F

0

62 2 12

Yes $0 z_No z_F

1 8/12/57 62 4 0 $0 Yes

z_No z_F z_High School Student 51 Commercial $9,090 z_SUV $6,195 2 $5,400 1 Highly Urban/ Urban

2

62 2 15

No

Yes M PhD Manager 36 Private $5,700 Pickup $0 0 $0 Highly Urban/ Urban

1 8/11/57 62 2 11

Yes

z_No z_F

z_SUV

2

1 Highly Urban/ Urban

0

62 1 11

No

Yes z_F z_High School z_Blue Collar 18 Commercial $21,300 Pickup $0 0

1 Highly Urban/ Urban

2 8/10/57 62 2 12

No

Yes z_F Masters Lawyer 13 Private $5,700 z_SUV

2 $0 19 Highly Urban/ Urban

0

62 0 9

No

z_No M Bachelors z_Blue Collar 43 Commercial $13,270 Minivan $0 0 $0 12 Highly Urban/ Urban

0

62 3 14

No

Yes z_F z_High School z_Blue Collar 5 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/5/57 62 0 12

No $0 Yes z_F

0

62 0 7

No

Yes M $9,110

Pickup

2 $0 6 Highly Urban/ Urban

0

62 0 9

No

z_No z_F z_High School Clerical 5 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

63 0 13

No

Yes M PhD Manager 5 Private $16,070 Minivan $0 0 $0 13 Highly Urban/ Urban

0

63 0 9

No

Yes M Bachelors z_Blue Collar 18 Commercial

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

2

63 2 14

No Yes z_F z_High School Home Maker 13 Private $9,480 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

63 0 11

No

Yes z_F Masters Home Maker 42 Private $22,010 Minivan $0 0 $0 15 z_Highly Rural/ Rural

2

63 2 9

Yes

z_No z_F Bachelors Professional 69 Private $18,600 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

63 0 11

No

Yes z_F Masters Lawyer 21 Private

Sports Car

3 $4,541 12 Highly Urban/ Urban

1

63 1 10

No

Yes M z_High School z_Blue Collar 30 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

63 3 12

No

Yes z_F Bachelors Professional 41 Private $19,760 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0 7/18/57 63 1 15

No

Yes M Bachelors z_Blue Collar 13 Commercial $8,860 Pickup $0 0 $0 12 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Masters Lawyer 41 Private $29,080 Pickup

3 $0 15 Highly Urban/ Urban

0

63 0 10 $21,670 No $0 z_No z_F

2

1 Highly Urban/ Urban

1 7/15/57 63 2 12

No

Yes M z_High School z_Blue Collar 28 Commercial $21,620 Minivan $6,271 1 $0 10 Highly Urban/ Urban

3 7/15/57 63 3 14

No

Yes z_F Bachelors Professional 8 Private $19,250 Minivan

1 $0 12 Highly Urban/ Urban

2 7/15/57 63 2 7

Yes

z_No z_F PhD Manager 25 Private $18,080 z_SUV $0 0 $0 13 Highly Urban/ Urban

2 7/15/57 63 2 11 $4,913 Yes $0 z_No z_F z_High School Home Maker 47 Commercial $7,130 Pickup $0 0

1 Highly Urban/ Urban

0

63 0 10

No $0 z_No z_F z_High School Clerical 48 Private $5,700 z_SUV $0 0

8 Highly Urban/ Urban

1

63 1 12

Yes $0 z_No z_F Bachelors Professional 37 Private

Sports Car

2

10 Highly Urban/ Urban

0 7/12/57 63 0 14

No $0 z_No M

1

63 3 15

No

Yes z_F Bachelors Professional 24 Private $13,770 Sports Car $0 0 $0 5 Highly Urban/ Urban

0

63 0 10

No

z_No M

Pickup $0 0 $4,380 1 Highly Urban/ Urban

0 7/9/57 63 0 11

No Yes z_F z_High School Professional 35 Private $10,840 Minivan $0 0 $0 9 Highly Urban/ Urban

0 7/9/57 63 0 13

No Yes M Masters 33 Commercial $27,770 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

63 2 11

Yes

z_No M Bachelors z_Blue Collar 44 Commercial $14,900 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

63 0 0 $0 No $0 z_No z_F z_High School Home Maker 5 Private

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

0 7/7/57 63 0 $92,395 No

Yes M Bachelors z_Blue Collar 20 Commercial $10,470 Pickup

1 $0 11 Highly Urban/ Urban

0

63 0 0 $0 No

Yes z_F z_High School Student 66 Private $15,380 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

63 0 12 No

Yes z_F Bachelors Clerical 57 Private $18,690 z_SUV

2 $0 8 Highly Urban/ Urban

1 7/4/57 63 1 10

Yes $0 z_No z_F Masters Lawyer 9 Private $11,550 z_SUV

1

12 Highly Urban/ Urban

0

63 1 10

Yes $0 z_No z_F

0

63 0 9

No

Yes z_F

0

63 0 13

No

Yes z_F Bachelors Professional 66 Commercial

Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

63 3 17

No

Yes z_F

z_SUV

1 $6,050 7 Highly Urban/ Urban

0

63 0 11

No

Yes M z_High School z_Blue Collar 29 Commercial

Minivan $4,546 3 $3,443 1 Highly Urban/ Urban

0 6/27/57 63 0 9

No

z_No z_F z_High School Manager 44 Private

Sports Car $0 0 $7,170 7 Highly Urban/ Urban

0

63 0 11

No $0 z_No M Masters 64 Commercial

Van $0 0

14 Highly Urban/ Urban

0 6/26/57 63 0

No z_No M Bachelors Professional 38 Commercial $43,290 Panel Truck

3

8 Highly Urban/ Urban

0 6/26/57 63 0 10

No $0 z_No z_F z_High School Clerical 27 Private $19,710 Sports Car

1

7 z_Highly Rural/ Rural

1

63 2 14

No

Yes M $6,076

Highly Urban/ Urban

0

63 0 7

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial

z_SUV $0 0

5 Highly Urban/ Urban

0 6/22/57 63 2 13 $15,840 Yes

z_No M z_High School Clerical 65 Commercial $17,830 Van $0 0 $0 8 z_Highly Rural/ Rural

0 6/22/57 63 0 10

No

Yes M Bachelors Professional 34 Private $13,590 Minivan $0 0 $3,270 1 Highly Urban/ Urban

0

63 2

No

Yes M z_High School z_Blue Collar 63 Private $14,560 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 6/20/57 63 1 14 $151,927 No

Yes z_F PhD Manager 27 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0 6/20/57 63 0 6

No

Yes M z_High School z_Blue Collar 27 Commercial

Panel Truck $8,748 2

1 Highly Urban/ Urban

0

63 0 No

Yes z_F Bachelors Professional 33 Private $31,830 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 6/17/57 63 0 No $286,147 Yes z_F Bachelors Professional 33 Private $5,700 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

63 0 13

No

Yes z_F Masters Home Maker 30 Private

z_SUV $0 0

Highly Urban/ Urban

0 6/16/57 63 0 9

No

z_No z_F z_High School Home Maker 35 Private $9,250 Sports Car

2 $0 1 z_Highly Rural/ Rural

0

63 2 14

No

Yes z_F Bachelors Professional 37 Private $5,730 z_SUV $0 0

11 Highly Urban/ Urban

0 6/12/57 63 0 10

No

z_No M Masters Professional 26 Commercial

Panel Truck

3 $0 17 Highly Urban/ Urban

1 6/12/57 63 2 13

No

Yes M z_High School Clerical 12 Private $9,610 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

63 2 11

Yes $0 z_No z_F

0 6/11/57 63 0 10 No $0 z_No M Bachelors Clerical 63 Private

Van $0 0 $0 10 Highly Urban/ Urban

0

63 0 0 $0 No z_No z_F z_High School Home Maker 12 Private

Sports Car $0 0

7 Highly Urban/ Urban

1 6/8/57 63 2 15

No

Yes M Masters Lawyer 30 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

1 6/8/57 63 2 15 $22,155 No $127,123 Yes M Masters Lawyer 30 Private $7,920 Pickup $0 0 $0 15 Highly Urban/ Urban

0

63 3 15

Yes $0 z_No M Masters z_Blue Collar 62 Commercial $6,530 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

63 2 15

No

Yes z_F Masters Lawyer 23 Private

Minivan $0 0 $0 15 z_Highly Rural/ Rural

1

63 2 0 $0 Yes $0 z_No z_F

Sports Car $0 0

8 Highly Urban/ Urban

0 6/5/57 63 0 6

No

Yes z_F Bachelors Home Maker 47 Commercial

Pickup $0 0 $0 z_Highly Rural/ Rural

0

63 0 12

No

Yes M z_High School z_Blue Collar 29 Commercial $10,980 Pickup $0 0

8 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Masters Professional 41 Private $33,490 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 6/3/57 63 0 12 $91,845 No $261,848 Yes z_F Masters Professional 41 Private $15,650 Minivan $0 0 $0 19 Highly Urban/ Urban

1

63 1 10

Yes $0 z_No z_F Masters Manager 26 Private $16,250 z_SUV

2 $0 14 Highly Urban/ Urban

0 6/2/57 63 2 13

Yes $0 z_No z_F Masters Lawyer 30 Private $28,930 Sports Car

2 $0 14 Highly Urban/ Urban

0 6/2/57 63 0 13

No

Yes z_F z_High School Professional 41 Private $11,240 z_SUV $0 0 $0 6 Highly Urban/ Urban

1

63 2

No

Yes z_F Bachelors Clerical 37 Private $9,210 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

63 0 10

No $0 z_No z_F

z_SUV

2 $0 1 Highly Urban/ Urban

0 5/30/57 63 0 15

No $0 z_No z_F Masters Lawyer 33 Private $13,060 Minivan

2

8 Highly Urban/ Urban

0

63 3 10

No

Yes M Bachelors Professional 25 Private $16,060 Minivan $0 0 $0 13 Highly Urban/ Urban

0 5/29/57 63 0 9

No

z_No M Masters 18 Commercial $29,640 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

63 0 12

No

Yes M Masters 38 Commercial $19,440 Van $24,520 3 $0 13 Highly Urban/ Urban

1

63 3 17

No

Yes M z_High School Clerical 66 Private $12,420 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

63 1 9

No

Yes M

Minivan $0 0 $0 7 Highly Urban/ Urban

1 5/25/57 63 1 9 $34,560 No $119,626 Yes M

0

63 0 11

No

Yes M Bachelors z_Blue Collar 24 Commercial

Minivan $0 0 $0 12 z_Highly Rural/ Rural

2

63 3 12

No

Yes M Bachelors Professional 5 Commercial

Van $8,835 2 $0 9 Highly Urban/ Urban

2 5/21/57 63 3 12 $62,386 No $202,871 Yes M Bachelors Professional 19 Private $11,940 Minivan

2 $0 9 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Bachelors z_Blue Collar 24 Private $12,330 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 5/20/57 63 0 11

No z_No M Masters Home Maker 13 Private

Minivan $0 0 $0 22 Highly Urban/ Urban

2

63 2 8

Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $9,420 Sports Car

2

1 Highly Urban/ Urban

2 5/19/57 63 2 8 $57,379 Yes $0 z_No z_F z_High School z_Blue Collar 37 Commercial $20,040 Sports Car $0 0 $6,932 1 Highly Urban/ Urban

1 5/19/57 63 1 14

No

Yes z_F z_High School z_Blue Collar 38 Commercial $10,820 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 5/19/57 63 1 7

Yes

z_No M Bachelors Professional 35 Private

Minivan

5 $0 8 Highly Urban/ Urban

1

63 1 11 $4,480 Yes $0 z_No z_F z_High School Home Maker 50 Private

z_SUV $30,089 1

1 Highly Urban/ Urban

0

63 0 0 $0 No

Yes M z_High School Student 113 Commercial $7,820 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/14/57 63 2 10

Yes $0 z_No z_F Bachelors z_Blue Collar 45 Commercial

z_SUV

1

12 Highly Urban/ Urban

0

63 0 10

No $0 z_No z_F Masters 36 Commercial

Pickup

2

11 Highly Urban/ Urban

0 5/13/57 63 3 14

No

Yes z_F PhD Professional 32 Private

Van $0 0 $0 16 Highly Urban/ Urban

0

63 0 11

No $0 z_No M Bachelors Manager 27 Private

Van $0 0 $0 Highly Urban/ Urban

1

63 1 7

No

Yes M z_High School Manager 39 Private

Minivan

2 $0 9 Highly Urban/ Urban

0

63 0 11

No

Yes z_F z_High School z_Blue Collar 53 Commercial

z_SUV $1,372 2

1 Highly Urban/ Urban

0

63 1 10

Yes $319,400 z_No z_F Bachelors Manager 13 Commercial

Pickup $0 0 $0 Highly Urban/ Urban

0 5/8/57 63 1 10 $104,560 Yes $319,400 z_No z_F Bachelors Manager 13 Private

z_SUV $0 0 $980 Highly Urban/ Urban

0

63 2 13

Yes $0 z_No z_F z_High School Clerical 59 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

63 1 13

No

Yes z_F Masters Lawyer 33 Private $18,450 z_SUV $0 0 $0 15 Highly Urban/ Urban

1

63 2 12

Yes

z_No z_F Bachelors z_Blue Collar 45 Commercial $11,750 Minivan

1

12 Highly Urban/ Urban

1 5/3/57 63 1 9

Yes $0 z_No z_F Bachelors Professional 52 Private

Minivan $0 0

8 Highly Urban/ Urban

0 5/3/57 63 0 10

No $0 z_No M Bachelors Clerical 22 Commercial

Pickup $0 0

7 Highly Urban/ Urban

0

63 0 8

No $0 z_No z_F z_High School z_Blue Collar 25 Commercial $20,720 z_SUV

1 $0 12 z_Highly Rural/ Rural

0 5/2/57 63 2 11

Yes $0 z_No z_F z_High School Professional 5 Private

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/2/57 63 2 $80,054 Yes $0 z_No z_F z_High School Professional 5 Private

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1

63 2 13

No

Yes z_F Bachelors Manager 48 Commercial $27,770 Pickup

1

11 Highly Urban/ Urban

0 5/1/57 63 0 10

No

Yes M Bachelors Manager 11 Private $1,500 Minivan $943 2 $0 13 Highly Urban/ Urban

0

63 0 11

No $0 z_No M

Minivan $0 0 $0 5 Highly Urban/ Urban

0

63 2 14

Yes

z_No M

0

63 0 12

No

Yes z_F

3

5 Highly Urban/ Urban

1 4/28/57 63 2 15

No

Yes M z_High School Home Maker 33 Commercial $8,790 Pickup $5,192 3 $0 1 Highly Urban/ Urban

1

63 3 11

Yes

z_No M Bachelors Professional 34 Commercial $25,910 Panel Truck

2

10 Highly Urban/ Urban

0 4/27/57 63 0 13 No $276,313 Yes M $39,420

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 4/27/57 63 0 7

No $0 z_No M Bachelors z_Blue Collar 23 Commercial $15,320 Minivan $0 0 $0 10 Highly Urban/ Urban

1

63 1 9

Yes

z_No z_F z_High School z_Blue Collar 12 Commercial $19,970 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 4/25/57 63 0 12

No

z_No M PhD 30 Commercial

Panel Truck

1 $0 14 Highly Urban/ Urban

2

63 2 11

No

Yes z_F Masters Manager 27 Private $28,370 Pickup $0 0 $0 15 Highly Urban/ Urban

2 4/24/57 63 3 14

No

Yes z_F $5,662

9 Highly Urban/ Urban

0

63 0 0 $0 No $0 Yes M Bachelors Student 13 Commercial $5,700 Pickup $0 0 $5,110 1 Highly Urban/ Urban

0 4/23/57 63 0 11

No

Yes z_F z_High School Clerical 29 Private $5,700 z_SUV $5,930 1 $0 1 Highly Urban/ Urban

2 4/23/57 63 3 0 $0 Yes

z_No z_F z_High School Home Maker 8 Commercial $19,620 Pickup

4

8 z_Highly Rural/ Rural

0

63 0 12

No

z_No z_F Masters Lawyer 59 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

0

63 0 9

No

z_No z_F Bachelors Clerical 24 Private $10,790 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 4/21/57 63 0 12

No

Yes z_F Masters Lawyer 48 Private $5,700 z_SUV $0 0 $0 14 Highly Urban/ Urban

2 4/21/57 63 3 9

No Yes M Masters Manager 35 Commercial $5,700 Pickup

1

10 Highly Urban/ Urban

0

63 0 9

No

z_No M Bachelors Manager 11 Commercial $22,660 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Bachelors Clerical 44 Private

Minivan $3,590 3 $0 11 Highly Urban/ Urban

0

63 0 11

No $0 z_No M

0 4/16/57 63 1 12

Yes

z_No z_F Masters Lawyer 22 Private $15,990 z_SUV

1 $23,910 17 Highly Urban/ Urban

0

63 1 11

No

Yes M PhD Manager 25 Commercial $5,600 Pickup

1

14 Highly Urban/ Urban

0 4/15/57 63 1 11 $200,928 No $513,817 Yes M PhD Manager 25 Private $18,090 Minivan $0 0 $0 14 Highly Urban/ Urban

0 4/15/57 63 0 11

No $0 z_No z_F PhD Home Maker 57 Private $27,470 Minivan $0 0 $0 z_Highly Rural/ Rural

0 4/15/57 63 1 11 $200,928 No $513,817 Yes M PhD Manager 13 Private

Minivan $0 0 $0 Highly Urban/ Urban

2

63 2 12

Yes $0 z_No z_F Masters Home Maker 67 Private $18,710 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0 4/13/57 63 0 9

No

Yes z_F z_High School z_Blue Collar 41 Commercial $14,780 z_SUV $0 0 $0 9 Highly Urban/ Urban

1 4/13/57 63 3 7

No

Yes M z_High School z_Blue Collar 55 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

63 0 10

No

z_No z_F Masters Lawyer 24 Private

Sports Car $0 0 $0 13 Highly Urban/ Urban

0

63 0 6

No $0 z_No M PhD Doctor 19 Private $9,840 Minivan

2 $0 19 Highly Urban/ Urban

0

63 0 5

No

z_No z_F z_High School z_Blue Collar 23 Commercial

z_SUV

4 $0 4 Highly Urban/ Urban

0

63 2 13

Yes $0 z_No z_F Bachelors z_Blue Collar 45 Private

Sports Car

2

10 Highly Urban/ Urban

1

63 3 11

Yes $0 z_No M z_High School Clerical 37 Private

Pickup $6,914 3

1 Highly Urban/ Urban

0

63 1 15

No

Yes M PhD Doctor 25 Private $19,230 Van $0 0

13 Highly Urban/ Urban

0

63 0 10

No

Yes M z_High School Clerical 36 Commercial $7,930 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

63 0 11

No

z_No M Masters Lawyer 40 Private $19,580 Van $0 0 $0 17 Highly Urban/ Urban

0 4/1/57 63 2 11

Yes $0 z_No z_F Bachelors Professional 40 Private $22,780 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

2

63 2 17

No

Yes M Bachelors z_Blue Collar 35 Commercial $15,770 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 3/27/57 63 0 6

No

Yes M z_High School z_Blue Collar 47 Commercial $12,100 Minivan $1,738 1 $0 9 Highly Urban/ Urban

0 3/27/57 63 1 11

No

Yes M Bachelors Professional 30 Private $18,790 Minivan $0 0

7 Highly Urban/ Urban

0

63 3 17

No

Yes z_F Bachelors Clerical 44 Private $20,880 Sports Car $8,260 2 $0 9 Highly Urban/ Urban

1

63 2 13 Yes $0 z_No z_F Bachelors Clerical 37 Private

Sports Car

3

7 Highly Urban/ Urban

0 3/23/57 63 1 13

No

Yes z_F z_High School Student 18 Private $12,850 z_SUV $3,742 3 $0 Highly Urban/ Urban

0

63 0 13 No

Yes M $7,523

4 $0 4 z_Highly Rural/ Rural

0

63 1 6

Yes

z_No M

0

63 0 12

No

Yes M Bachelors Professional 35 Commercial $10,040 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0

63 0 2

No

Yes M

Panel Truck

1 $0 6 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Masters Manager 23 Private $22,520 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

63 2 11

No

Yes M z_High School Clerical 34 Private $12,880 Minivan

1

1 Highly Urban/ Urban

2 3/13/57 63 3 18

No

Yes z_F

0 3/13/57 63 0 10 $6,600 No $0 z_No z_F Bachelors Home Maker 32 Private $4,050 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 3/13/57 63 0 5 $36,330 No

Yes M z_High School Clerical 27 Private $15,250 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

63 0 13

No

Yes z_F

z_SUV $7,340 1 $0 1 Highly Urban/ Urban

0

63 2 0 $0 Yes $0 z_No M $48,684

1 $0 7 z_Highly Rural/ Rural

3

63 3 12 $24,177 Yes

z_No z_F $39,717

3

1 z_Highly Rural/ Rural

0 3/8/57 63 2 13 $7,313 No

Yes z_F Bachelors Home Maker 25 Private

Sports Car

1 $0 9 Highly Urban/ Urban

0 3/8/57 63 2 13 $7,313 No $94,969 Yes z_F Bachelors Home Maker 25 Private $14,300 z_SUV

1 $0 9 Highly Urban/ Urban

0

63 0 12 No

Yes z_F z_High School z_Blue Collar 77 Commercial

z_SUV $3,819 2 $4,931 8 Highly Urban/ Urban

0 3/6/57 63 0 0 $0 No

Yes z_F z_High School Home Maker 61 Private $17,190 z_SUV $0 0 $0 Highly Urban/ Urban

0

63 0 10

No

z_No z_F Masters Manager 16 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/5/57 63 2 14

Yes $0 z_No M z_High School z_Blue Collar 32 Commercial $11,230 Minivan $7,607 4 $3,381 10 Highly Urban/ Urban

3 3/5/57 63 3 4

Yes $0 z_No M $35,863

2

8 Highly Urban/ Urban

0

63 0 12

No

Yes M z_High School Clerical 53 Private $10,880 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 3/4/57 63 0 13

No

Yes z_F PhD Manager 5 Private $15,480 z_SUV $0 0

12 Highly Urban/ Urban

1 3/4/57 63 3 13

Yes $0 z_No M Bachelors Professional 31 Commercial $18,060 Van

2

14 Highly Urban/ Urban

0

63 0 10

No

Yes z_F Bachelors Manager 34 Private $6,280 z_SUV

3 $0 9 Highly Urban/ Urban

0 3/3/57 63 0 10

No

z_No z_F Masters Lawyer 25 Private $15,110 z_SUV $3,928 1 $3,640 9 Highly Urban/ Urban

0 2/27/57 63 0 10

No $0 z_No z_F PhD Manager 34 Private $13,910 Sports Car $0 0 $0 10 Highly Urban/ Urban

0 2/25/57 63 0 12

No

Yes z_F PhD Doctor 38 Private $12,100 Minivan

3 $0 13 Highly Urban/ Urban

0 2/25/57 63 0 13

No

Yes z_F Bachelors Manager 27 Private $13,470 Minivan $0 0 $0 11 Highly Urban/ Urban

0 2/25/57 63 0 13 $77,737 No $238,724 Yes z_F Bachelors Manager 27 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 2/25/57 63 0 12 $64,019 No $249,488 Yes z_F PhD Doctor 38 Private $14,590 Sports Car

1 $0 13 Highly Urban/ Urban

0 2/24/57 63 0

No

Yes z_F Bachelors Manager 36 Private $21,600 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 2/24/57 63 0 $107,562 No $281,386 Yes z_F Bachelors Manager 36 Private $5,700 z_SUV

2 $0 15 Highly Urban/ Urban

1 2/23/57 63 3 14

Yes

z_No z_F Bachelors Professional 22 Private $12,990 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/22/57 63 1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 36 Commercial

z_SUV

1 $0 10 z_Highly Rural/ Rural

0 2/19/57 63 1 12

No

Yes M z_High School z_Blue Collar 6 Commercial $5,700 Minivan

1 $3,674 1 Highly Urban/ Urban

1 2/19/57 63 1 15

No

Yes M

4 $0 1 Highly Urban/ Urban

0

63 3 16

No

Yes M z_High School Clerical 29 Commercial

Pickup

1

1 Highly Urban/ Urban

1 2/13/57 63 2 10

No

Yes z_F

0 2/11/57 63 3 11

No

Yes M Masters 47 Commercial

Panel Truck

2 $0 8 Highly Urban/ Urban

1 2/11/57 63 2 16

No

Yes z_F $6,366

1 $0 6 Highly Urban/ Urban

0 2/10/57 63 0 11

No

Yes z_F Masters Lawyer 23 Private $12,030 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 2/10/57 63 2 15

Yes $0 z_No z_F PhD 55 Commercial $20,880 Pickup $0 0 $0 Highly Urban/ Urban

0 2/9/57 63 0 9

No $0 z_No M Masters 46 Commercial $22,560 Panel Truck

4 $0 19 Highly Urban/ Urban

0

63 0 12

No

Yes z_F z_High School Home Maker 23 Private $7,760 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/7/57 63 0 14

No

Yes M Bachelors Clerical 71 Commercial $10,830 Pickup $0 0

13 Highly Urban/ Urban

0 2/6/57 63 0 13

No

Yes z_F

0 2/6/57 63 0 12

No

Yes M Masters Professional 26 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

63 0 8

No $0 z_No M $32,580

2

6 Highly Urban/ Urban

1 2/4/57 63 2 12

No

Yes M Bachelors Manager 33 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

0 2/3/57 63 2 11

No

Yes z_F Bachelors Professional 28 Private $13,020 z_SUV

1 $0 1 Highly Urban/ Urban

1 2/3/57 63 1 10 $78,372 No

Yes z_F Bachelors Professional 38 Private $15,120 Sports Car $0 0

Highly Urban/ Urban

2 2/2/57 63 3 12

Yes

z_No M Bachelors z_Blue Collar 33 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

1 2/1/57 63 1 3

Yes $0 z_No M Masters 30 Commercial $23,900 Panel Truck

2

11 Highly Urban/ Urban

2 2/1/57 63 2 $0 Yes $0 z_No z_F Bachelors Student 35 Commercial $18,020 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 1/29/57 63 0

No

Yes M z_High School z_Blue Collar 24 Commercial $23,450 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 1/29/57 63 0 11

No $0 z_No z_F $45,360

Panel Truck

1

7 Highly Urban/ Urban

0 1/28/57 63 2 No

Yes M Masters Lawyer 69 Private $12,010 Pickup

2

12 Highly Urban/ Urban

0 1/27/57 63 0 12

No $0 z_No M z_High School z_Blue Collar 20 Commercial $9,180 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

63 0 12

No

Yes M Masters Lawyer 51 Private $15,930 Minivan $0 0 $0 17 Highly Urban/ Urban

0 1/25/57 63 2 14

No

Yes z_F Bachelors Professional 64 Private $5,700 Sports Car

3 $0 9 Highly Urban/ Urban

0

63 0 10 No $51,401 Yes z_F

0 1/24/57 63 0 10 No $51,401 Yes z_F $8,834

1

9 Highly Urban/ Urban

1 1/24/57 63 3 12

Yes $0 z_No z_F Masters 33 Commercial

Pickup $0 0 $1,620 8 Highly Urban/ Urban

0 1/19/57 63 0

No $0 z_No z_F z_High School Student 25 Private $6,480 z_SUV $4,400 1

8 Highly Urban/ Urban

0 1/19/57 63 1 13

No

Yes M Bachelors Professional 46 Commercial

Pickup $0 0 $0 z_Highly Rural/ Rural

0 1/18/57 63 0 0 $0 No z_No M $10,594

1 Highly Urban/ Urban

1 1/18/57 63 1 9

No Yes z_F

0

63 1 12

Yes $0 z_No z_F Bachelors Professional 25 Private $16,360 z_SUV $6,720 1 $0 Highly Urban/ Urban

1 1/17/57 63 1 10

Yes $0 z_No z_F Masters Lawyer 39 Private

Sports Car

1

11 Highly Urban/ Urban

0 1/17/57 63 0 11

No $0 z_No M Bachelors z_Blue Collar 5 Commercial $13,120 Minivan

2 $0 10 Highly Urban/ Urban

0 1/17/57 63 0 8

No Yes M z_High School Clerical 44 Private $5,600 Pickup

2 $0 8 Highly Urban/ Urban

0 1/16/57 63 2 11

Yes

z_No M z_High School z_Blue Collar 10 Commercial $11,050 Pickup

1 $0 11 z_Highly Rural/ Rural

0 1/15/57 63 3 9

Yes

z_No z_F z_High School z_Blue Collar 38 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

63 0 12

No $0 z_No z_F PhD Doctor 45 Private $13,160 Sports Car $0 0 $6,087 17 Highly Urban/ Urban

1 1/14/57 63 3 13

No

Yes z_F z_High School Clerical 26 Private

z_SUV $3,790 2

6 Highly Urban/ Urban

0 1/14/57 63 3 12

No

Yes z_F Bachelors Professional 32 Private $9,920 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 1/13/57 63 0 12

No

Yes z_F

0 1/13/57 63 0 12

No

Yes z_F z_High School Professional 64 Private $11,780 z_SUV $0 0 $7,893 11 Highly Urban/ Urban

0 1/13/57 63 2 14

No

Yes z_F z_High School Clerical 48 Private $14,390 Sports Car $4,448 3 $0 1 Highly Urban/ Urban

0 1/12/57 63 1 0 $0 No

Yes z_F Bachelors Home Maker 62 Private $14,260 z_SUV $3,460 3

5 Highly Urban/ Urban

0

63 0

No

Yes M Bachelors Professional 18 Commercial $11,400 Pickup

3

10 Highly Urban/ Urban

0 1/10/57 63 0 4

No

Yes M Masters Professional 44 Private $5,700 Pickup $0 0 $0 16 Highly Urban/ Urban

0

63 0 10

No Yes z_F z_High School z_Blue Collar 32 Commercial

z_SUV

1 $0 11 Highly Urban/ Urban

0 1/7/57 63 3 14

No $0 Yes z_F z_High School Student 43 Private $10,890 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/6/57 63 0 10

No

Yes z_F z_High School z_Blue Collar 9 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

1 1/5/57 63 1 9

No

Yes z_F Masters Lawyer 63 Private $21,690 Minivan $0 0 $0 14 Highly Urban/ Urban

2

63 3 17

No

Yes z_F $8,809

7 Highly Urban/ Urban

0 1/4/57 63 0 14

No $0 z_No M PhD Doctor 61 Private $6,760 Pickup

3 $0 10 Highly Urban/ Urban

3

63 3 0 $0 No $0 Yes M z_High School Student 47 Commercial $5,800 Pickup $0 0

11 Highly Urban/ Urban

0 1/1/57 63 2 13

No

Yes z_F z_High School z_Blue Collar 20 Commercial $11,840 z_SUV

1

1 Highly Urban/ Urban

1 1/1/57 63 3 7

No

Yes M Bachelors z_Blue Collar 45 Commercial $5,700 Pickup

3

14 Highly Urban/ Urban

0

63 1 11

Yes $0 z_No M z_High School Clerical 25 Private

Minivan

2 $0 Highly Urban/ Urban

0 12/31/56 63 0 10

No

Yes M z_High School Clerical 44 Commercial $34,210 Panel Truck

1 $4,570 1 Highly Urban/ Urban

0

63 0 8

No Yes M z_High School z_Blue Collar 18 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0 12/30/56 63 0 6

No

Yes M z_High School Clerical 37 Private $12,720 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

63 0 5

No $0 Yes z_F Bachelors Student 5 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

1 12/29/56 63 2 10

Yes $0 z_No M z_High School Clerical 15 Private

Van $0 0

Highly Urban/ Urban

0

63 2 14

No $142,997 Yes z_F $5,142

1 z_Highly Rural/ Rural

0 12/28/56 63 2 17

Yes $0 z_No z_F Bachelors Manager 29 Private $5,700 Sports Car $0 0

7 Highly Urban/ Urban

0

63 2 12

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $12,460 Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/27/56 63 2 12 $67,644 No $233,085 Yes z_F Bachelors z_Blue Collar 25 Commercial $8,260 z_SUV $6,730 3 $0 8 Highly Urban/ Urban

1 12/27/56 63 1 13 $25,860 No

Yes z_F z_High School Clerical 54 Private $7,140 z_SUV

2 $0 9 Highly Urban/ Urban

0

63 1 0 $0 Yes

z_No z_F

1

63 2 13

No

Yes M Bachelors Manager 32 Private $9,490 Minivan $0 0 $0 12 Highly Urban/ Urban

0

63 3

Yes

z_No z_F z_High School Manager 33 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/21/56 63 0 9

No

z_No M PhD Doctor 21 Private $18,150 Minivan $0 0 $0 15 Highly Urban/ Urban

0

63 0 11

No

Yes M Masters Lawyer 42 Private $14,190 Minivan $0 0 $0 16 Highly Urban/ Urban

0

63 0 11

No

Yes M Bachelors Professional 36 Commercial $7,180 Pickup $0 0 $0 13 z_Highly Rural/ Rural

0

63 0 13

No

Yes M PhD Manager 26 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0 12/18/56 63 0 8

No

Yes z_F

0

63 1 12

Yes $0 z_No z_F Bachelors z_Blue Collar 17 Commercial $28,700 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

63 0 12

No

Yes M Masters 36 Commercial $5,700 Pickup $0 0 $0 19 Highly Urban/ Urban

2

63 2 13

No

Yes z_F z_High School Clerical 67 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

63 0 10

No

Yes z_F z_High School Home Maker 25 Private $11,310 z_SUV $0 0 $0 Highly Urban/ Urban

0 12/13/56 63 0 10 $14,356 No $112,218 Yes z_F z_High School Home Maker 25 Private $13,100 z_SUV

3 $0 Highly Urban/ Urban

0

63 3 16

Yes

z_No z_F PhD Doctor 32 Private $17,050 Minivan $0 0 $0 14 Highly Urban/ Urban

0

63 0 9

No

z_No M Masters Lawyer 59 Private $8,110 Pickup

1 $0 15 Highly Urban/ Urban

0

63 0 12

No

z_No M Masters Manager 6 Commercial

Panel Truck

1 $0 10 Highly Urban/ Urban

0

63 0 12

No

Yes z_F

0

63 0 11

No $0 z_No M Bachelors Clerical 55 Commercial $5,020 Pickup

3

9 Highly Urban/ Urban

2 12/6/56 63 3

Yes $0 z_No z_F Bachelors z_Blue Collar 34 Commercial $11,650 Sports Car

3 $0 16 Highly Urban/ Urban

1

63 4 17

No

Yes z_F Bachelors z_Blue Collar 17 Commercial $24,350 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/5/56 63 0 12

No $0 z_No M PhD Doctor 72 Private $13,760 Minivan

3 $0 16 Highly Urban/ Urban

0

63 0 12

No

z_No M Bachelors Professional 36 Private

Minivan

4 $0 10 Highly Urban/ Urban

1

63 2 10

Yes

z_No z_F $9,773

2

5 Highly Urban/ Urban

1 12/3/56 63 2 12

No

Yes M z_High School z_Blue Collar 34 Commercial $21,600 Minivan $0 0 $0 5 Highly Urban/ Urban

0

63 0 12

No

Yes M Masters Lawyer 42 Private $16,270 Van

3 $0 11 Highly Urban/ Urban

2

63 2 12

No

Yes M

1 $0 6 Highly Urban/ Urban

0

63 0

No $0 z_No M Masters Manager 48 Commercial

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

0 11/30/56 63 0 6

No $0 z_No M z_High School Professional 29 Commercial $17,630 Van $0 0

1 Highly Urban/ Urban

0

63 0 13 No

Yes M

Pickup $0 0 $3,336 7 Highly Urban/ Urban

1 11/29/56 63 3 12

No

Yes z_F

0

63 3 16 No

Yes z_F z_High School Home Maker 5 Private $5,800 z_SUV

2 $0 8 Highly Urban/ Urban

0

63 0 10

No

z_No z_F Bachelors z_Blue Collar 29 Commercial $9,480 Sports Car $0 0 $2,327 Highly Urban/ Urban

0 11/25/56 63 2 0 $0 No $0 Yes z_F

0 11/25/56 63 0 8 $5,824 No

Yes z_F

1 11/25/56 63 2 14

Yes

z_No z_F PhD Doctor 31 Private $5,700 z_SUV

1

Highly Urban/ Urban

0

63 0 7 $2,763 No $0 Yes M z_High School Student 44 Commercial $7,230 Pickup $0 0 $0 9 z_Highly Rural/ Rural

1 11/24/56 63 2 14

No

Yes z_F z_High School Student 33 Private

Minivan

4 $0 1 Highly Urban/ Urban

0

63 2 11

Yes

z_No z_F z_High School Clerical 5 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0 11/22/56 63 0

No $0 z_No M

Minivan $0 0 $0 9 z_Highly Rural/ Rural

1 11/22/56 63 3 17

No

Yes M z_High School z_Blue Collar 47 Commercial $11,530 Pickup $0 0 $0 8 z_Highly Rural/ Rural

2 11/22/56 63 2 11

No

Yes M Masters Lawyer 6 Private $15,620 Minivan $0 0 $0 14 Highly Urban/ Urban

1

63 1 13

No

Yes z_F Bachelors Professional 36 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0 11/19/56 63 0 13

No $0 z_No z_F $9,081

1 $0 1 Highly Urban/ Urban

1

63 1

No

Yes z_F Bachelors Professional 37 Commercial

Pickup

3

14 Highly Urban/ Urban

0

63 0 13

No

Yes z_F Bachelors Manager 40 Private

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

0 11/16/56 63 2 16

No

Yes M Bachelors Clerical 21 Private $13,380 Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/16/56 63 0 10

No

Yes M Masters Professional 53 Private $9,690 Pickup $0 0 $0 15 Highly Urban/ Urban

1

63 2 15 No

Yes M Bachelors Professional 48 Private $18,760 Minivan $0 0 $0 11 Highly Urban/ Urban

0

63 1 0 $0 No

Yes z_F Bachelors Home Maker 26 Private $8,350 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 11/11/56 63 0 12

No $0 z_No M Masters 68 Commercial $21,890 Van $0 0 $0 15 z_Highly Rural/ Rural

0 11/11/56 63 2 7

No

Yes z_F z_High School Home Maker 61 Private $8,560 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1

63 2 14

No

Yes M Bachelors Manager 39 Commercial $34,680 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 11/9/56 63 0 14

No

Yes M PhD Doctor 52 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

63 2 12

Yes $0 z_No z_F Bachelors z_Blue Collar 56 Commercial $5,800 Sports Car $0 0 $3,414 8 Highly Urban/ Urban

1 11/8/56 63 3 14

No

Yes z_F Bachelors z_Blue Collar 27 Commercial $13,540 z_SUV

1

10 Highly Urban/ Urban

0

63 0 10

No Yes z_F PhD Doctor 13 Private $23,250 Minivan $0 0 $0 9 Highly Urban/ Urban

0

63 2 15

No

Yes M z_High School Clerical 69 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0 11/4/56 63 0 14

No

Yes M $6,910

Pickup

4

1 Highly Urban/ Urban

0

63 0 13

No Yes M Masters 19 Commercial $29,690 Panel Truck $0 0 $0 22 Highly Urban/ Urban

0 11/3/56 63 2

No

Yes z_F

3

63 4 18 Yes $0 z_No z_F z_High School Student 51 Commercial $7,620 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

1

63 2 0 $0 No

Yes z_F z_High School Home Maker 47 Private $11,190 z_SUV $0 0

Highly Urban/ Urban

1 10/30/56 63 2 15

No

Yes M Bachelors Clerical 16 Commercial $28,840 Panel Truck $0 0 $3,905 8 Highly Urban/ Urban

0

63 0 13

No

z_No M z_High School z_Blue Collar 29 Commercial $38,900 Panel Truck $0 0 $0 6 Highly Urban/ Urban

0 10/28/56 63 0 11

No

z_No M Bachelors Manager 57 Commercial $19,030 Van $0 0

7 Highly Urban/ Urban

0

63 0 14

No

Yes M Bachelors Manager 48 Private $10,660 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/27/56 63 2 10

Yes

z_No z_F Bachelors Professional 17 Private $10,800 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

63 0

No $0 z_No M Masters 35 Commercial $18,130 Van $4,263 2 $4,070 18 Highly Urban/ Urban

1 10/21/56 63 2 12

No

Yes z_F Bachelors Professional 5 Private $15,800 z_SUV $0 0 $0 6 Highly Urban/ Urban

1 10/21/56 63 1 10

No

Yes z_F Masters Lawyer 14 Private $13,930 Pickup

2

16 Highly Urban/ Urban

0

63 2 11

Yes

z_No M Bachelors z_Blue Collar 36 Commercial $13,680 Minivan $0 0 $0 1 Highly Urban/ Urban

0

63 0 8

No

Yes M Masters 40 Commercial $5,800 Pickup

2 $864 16 Highly Urban/ Urban

2 10/18/56 63 2 9

No

Yes M z_High School Clerical 48 Private $13,930 Minivan $0 0 $0 11 Highly Urban/ Urban

2 10/18/56 63 2 6

Yes z_No z_F z_High School Home Maker 30 Private

Sports Car

3

4 Highly Urban/ Urban

0

63 0 6

No

Yes M Bachelors Professional 43 Private $17,380 Van $0 0 $0 z_Highly Rural/ Rural

0 10/17/56 63 0 14

No $0 z_No z_F Masters Lawyer 32 Private $19,190 Sports Car

1 $0 21 Highly Urban/ Urban

0

63 2 14

No

Yes z_F Masters Lawyer 30 Private $15,620 Minivan

1 $0 15 Highly Urban/ Urban

2

63 3 14

No

Yes z_F z_High School Clerical 43 Private

Pickup $0 0

7 Highly Urban/ Urban

0

63 0 14

No

Yes z_F z_High School Clerical 58 Private $14,250 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

63 0 10

No

Yes z_F Bachelors z_Blue Collar 72 Commercial $13,540 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 10/13/56 63 1

No $0 Yes z_F z_High School Student 43 Private $9,920 z_SUV

2 $0 5 Highly Urban/ Urban

0

63 0 13

No $0 z_No z_F

0

63 0 11

No

z_No z_F z_High School Clerical 52 Private $8,400 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 10/11/56 63 0 13

No

Yes M Bachelors z_Blue Collar 74 Commercial $10,620 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

63 0 12

No

Yes M z_High School z_Blue Collar 17 Private $11,990 Minivan $0 0 $0 10 Highly Urban/ Urban

0 10/10/56 63 0 11 No

Yes M PhD Manager 16 Commercial $5,800 Pickup

3 $0 16 Highly Urban/ Urban

0

63 0 10

No

Yes M z_High School z_Blue Collar 23 Commercial $9,350 Pickup $9,981 2 $0 1 Highly Urban/ Urban

1 10/9/56 63 2 15

No

Yes z_F Masters Manager 43 Private $28,890 Minivan $0 0 $0 13 Highly Urban/ Urban

0

63 0 11

No

z_No M Masters Professional 8 Commercial

Panel Truck

1 $0 1 Highly Urban/ Urban

0

63 0 0 No $0 z_No M

0 10/7/56 63 2 14

No

Yes M

2 $0 5 Highly Urban/ Urban

1

63 2 13

No

Yes z_F z_High School z_Blue Collar 31 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 10/4/56 63 0 7

No

Yes M Masters 57 Commercial $16,500 Van $0 0 $0 10 Highly Urban/ Urban

0 10/4/56 63 0 7 $50,491 No $240,774 Yes M Masters 57 Private

Minivan

1 $6,730 10 Highly Urban/ Urban

0

63 0 12 No $0 z_No M Bachelors Professional 56 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

63 0 12 $300 No

Yes z_F

0

63 0 6

No

Yes M z_High School z_Blue Collar 22 Commercial $17,630 Minivan $0 0 $0 10 Highly Urban/ Urban

0

63 0 14

No

Yes M z_High School Clerical 37 Commercial $11,290 Pickup $5,076 3 $0 1 Highly Urban/ Urban

0

63 0 10

No

Yes M Masters Professional 38 Commercial $20,960 Van $0 0 $0 13 z_Highly Rural/ Rural

0

63 1 4

Yes $0 z_No M Bachelors z_Blue Collar 40 Commercial $8,460 Pickup

2

7 Highly Urban/ Urban

2 9/26/56 63 2 4

Yes $0 z_No z_F Bachelors Professional 9 Private $26,880 Minivan $0 0 $0 10 Highly Urban/ Urban

0 9/26/56 63 0 14

No

Yes M

0

63 0 7

No

Yes z_F PhD Lawyer 43 Private $26,740 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/25/56 63 0 8

No $0 Yes z_F

0 9/25/56 63 3 17

No

Yes z_F

0

63 0 14

No

Yes M $25,664

3 $0 1 Highly Urban/ Urban

0 9/24/56 63 2 12

No

Yes z_F

1 9/24/56 63 2 14

No

Yes z_F z_High School Clerical 55 Private $9,590 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

63 2 16

No

Yes M z_High School Clerical 57 Private $12,160 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 9/22/56 63 0 6

No $0 z_No M z_High School z_Blue Collar 39 Commercial $21,660 Van $0 0 $0 1 z_Highly Rural/ Rural

1 9/22/56 63 3 15 No

Yes M z_High School z_Blue Collar 15 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

0 9/22/56 63 2 13

Yes z_No z_F Masters Lawyer 5 Private $21,620 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 9/22/56 63 0 11

No $0 z_No M PhD 16 Commercial $24,910 Panel Truck

2 $0 15 Highly Urban/ Urban

0

63 0 12

No

Yes M z_High School Professional 20 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/20/56 63 0 0 $0 No $0 z_No M z_High School Student 19 Commercial $13,890 Minivan

1

4 Highly Urban/ Urban

0

63 3 0 $0 No $0 Yes M z_High School Student 12 Commercial

Minivan $6,840 3 $0 1 Highly Urban/ Urban

0 9/19/56 63 1 8

Yes z_No z_F z_High School Clerical 10 Private

Sports Car $0 0 $18,540 Highly Urban/ Urban

0

63 2 15

Yes $0 z_No z_F Masters Lawyer 35 Private $13,130 z_SUV $3,622 3

20 Highly Urban/ Urban

0 9/18/56 63 3 0 $0 No $0 Yes z_F z_High School Student 30 Commercial $19,790 Minivan

3 $0 1 Highly Urban/ Urban

0 9/18/56 63 0 6

No

Yes M Bachelors Professional 30 Private $15,400 Minivan $0 0 $0 z_Highly Rural/ Rural

0

63 2

No

Yes M Masters 59 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0

63 0 12

No

Yes M Masters 25 Commercial

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

1

63 3 15

No

Yes M z_High School z_Blue Collar 30 Commercial

Panel Truck

4 $5,273 4 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Masters Lawyer 52 Private $21,400 z_SUV

1 $0 19 Highly Urban/ Urban

3 9/11/56 63 3 6

No

Yes z_F z_High School z_Blue Collar 5 Private $7,940 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

63 0 6

No

z_No z_F $44,891

1 $0 6 Highly Urban/ Urban

0 9/10/56 63 0 9

No $0 z_No M Bachelors Professional 50 Commercial

Panel Truck

2 $0 14 Highly Urban/ Urban

1

63 2 8

No

Yes M Bachelors z_Blue Collar 65 Commercial $17,430 Van $0 0 $0 10 Highly Urban/ Urban

0 9/9/56 63 2 15

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $10,420 Minivan

1 $0 12 Highly Urban/ Urban

0

63 0 12

No

Yes z_F Masters Lawyer 36 Private $5,800 Sports Car $0 0 $0 Highly Urban/ Urban

3

63 3 15

No

Yes M z_High School Clerical 19 Commercial

Panel Truck $3,988 3 $0 9 Highly Urban/ Urban

0

63 0 14

No $0 z_No M z_High School Clerical 40 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0

63 0

No

Yes M Bachelors Professional 10 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

63 2 14

No

Yes M Bachelors Professional 36 Private $10,780 Minivan

1 $0 13 Highly Urban/ Urban

0 8/31/56 63 2 15

No $0 Yes M

1 Highly Urban/ Urban

0

63 0 13

No

Yes M z_High School Professional 15 Private $8,060 Pickup $0 0

1 Highly Urban/ Urban

0 8/30/56 63 2 11

Yes

z_No z_F Masters Professional 49 Private $15,350 z_SUV

1 $0 13 Highly Urban/ Urban

2 8/30/56 63 2 12

No

Yes M

1

63 2 11

Yes

z_No M PhD 5 Commercial $22,230 Van

2

21 Highly Urban/ Urban

0 8/29/56 63 1 14

No

Yes z_F

0 8/29/56 63 0 $0 No

Yes z_F PhD Home Maker 29 Private

Minivan

4 $471 14 Highly Urban/ Urban

0

63 2 14

Yes $0 z_No M PhD 28 Commercial

Panel Truck

3 $0 11 Highly Urban/ Urban

0 8/27/56 63 2 16

No

Yes M z_High School z_Blue Collar 24 Commercial $16,400 Minivan $0 0 $2,660 1 Highly Urban/ Urban

0 8/27/56 63 3 15

No

Yes z_F z_High School z_Blue Collar 30 Commercial $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 8/27/56 63 3 15 $61,852 No $176,219 Yes z_F z_High School z_Blue Collar 30 Commercial $12,260 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

63 0 12

No

Yes M Bachelors Professional 33 Private $11,580 Pickup $0 0 $0 9 Highly Urban/ Urban

0

63 0 12

No

Yes M z_High School z_Blue Collar 34 Commercial $10,340 Pickup $3,819 2 $0 1 Highly Urban/ Urban

1 8/23/56 63 2 11

Yes $0 z_No z_F z_High School Clerical 33 Private $10,320 z_SUV $0 0 $4,322 7 Highly Urban/ Urban

0

63 0 9

No

,566

Yes M PhD 38 Commercial $36,390 Panel Truck $0 0

13 Highly Urban/ Urban

0 8/22/56 63 0 12

No

Yes z_F Masters Lawyer 42 Private $12,410 z_SUV $0 0

14 Highly Urban/ Urban

3 8/22/56 63 4 10

Yes

z_No z_F z_High School z_Blue Collar 19 Commercial $19,810 Pickup $0 0 $7,865 8 Highly Urban/ Urban

1 8/22/56 63 2 10

Yes

z_No M Masters Lawyer 12 Private $17,290 Van $0 0 $3,674 18 Highly Urban/ Urban

1

63 1 12

Yes $0 z_No M Bachelors Manager 22 Commercial

Pickup $2,982 1

Highly Urban/ Urban

1

63 2 13

No

Yes M

0 8/16/56 63 0 10

No $0 z_No M z_High School Professional 51 Commercial $10,410 Pickup $10,930 3 $3,905 Highly Urban/ Urban

0

63 2 13

No

Yes M Masters Lawyer 11 Private $13,250 Minivan $0 0 $0 10 Highly Urban/ Urban

0

63 0 11

No

Yes M PhD Doctor 21 Private $16,210 Van $0 0 $0 Highly Urban/ Urban

0 8/12/56 63 0 10

No

Yes M z_High School z_Blue Collar 46 Commercial $11,410 Pickup $0 0

Highly Urban/ Urban

0

63 2 15

Yes $0 z_No M PhD Professional 27 Commercial $18,920 Van

1 $0 17 Highly Urban/ Urban

0

63 0 12

No $0 z_No z_F Bachelors Professional 25 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 8/9/56 63 2 13

No

Yes z_F Bachelors z_Blue Collar 20 Commercial $15,610 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

63 0 10

No $0 z_No M Bachelors z_Blue Collar 43 Commercial

Panel Truck

2 $0 Highly Urban/ Urban

0 8/8/56 63 0 10 $97,953 No $0 z_No M Bachelors z_Blue Collar 43 Commercial

Minivan

3 $2,747 Highly Urban/ Urban

0

63 0 4

No

Yes z_F PhD Doctor 31 Private

z_SUV $0 0 $0 16 Highly Urban/ Urban

0

63 0 11

No $0 z_No M Masters Manager 8 Commercial $31,080 Panel Truck $0 0 $0 13 Highly Urban/ Urban

2

63 2 12

Yes $0 z_No z_F Bachelors Professional 36 Commercial $23,140 Pickup

2 $4,665 11 Highly Urban/ Urban

0

63 4 11

No

Yes M z_High School z_Blue Collar 50 Commercial $19,210 Van $0 0 $0 7 Highly Urban/ Urban

0

64 1 12 $71,402 No

Yes z_F Masters 21 Commercial $27,250 Panel Truck

3 $0 15 Highly Urban/ Urban

1 7/31/56 64 2 15

Yes $0 z_No z_F Bachelors Professional 29 Private $8,090 Sports Car

3

16 Highly Urban/ Urban

1

64 3 18 No $0 Yes z_F Bachelors Student 16 Commercial $10,900 z_SUV $0 0 $0 9 Highly Urban/ Urban

2 7/30/56 64 4 0 $0 No

Yes z_F z_High School Home Maker 39 Private $14,000 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2

64 2 10

No $112,808 Yes z_F

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

2

64 3 14

No

Yes M Masters 16 Commercial $26,940 Panel Truck $0 0 $4,017 11 Highly Urban/ Urban

2 7/27/56 64 3 12

No $0 Yes z_F z_High School Student 40 Private $11,090 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 7/27/56 64 0 11

No

Yes z_F Masters Home Maker 17 Private $8,820 z_SUV $0 0 $0 Highly Urban/ Urban

2 7/27/56 64 3 14 $31,713 No $147,621 Yes M Masters 39 Commercial $27,460 Panel Truck $3,594 1 $0 11 Highly Urban/ Urban

0

64 0 8

No

z_No z_F PhD Doctor 34 Private $24,020 Sports Car $3,660 2 $0 17 Highly Urban/ Urban

0

64 2 18

No

Yes z_F

1 7/21/56 64 1 9 Yes $0 z_No M Bachelors Professional 46 Private $12,830 Minivan

1

1 Highly Urban/ Urban

0

64 0 12

No Yes M Masters Lawyer 24 Private $7,270 Pickup $0 0 $1,432 19 Highly Urban/ Urban

0 7/19/56 64 0 11

No

Yes M z_High School Manager 5 Commercial $36,000 Panel Truck $0 0 $0 1 Highly Urban/ Urban

1 7/19/56 64 1 10

No

Yes M Bachelors Professional 38 Private

Van

1

6 Highly Urban/ Urban

0

64 0 13

No

Yes z_F z_High School Manager 25 Private $17,840 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

64 2 12

Yes $0 z_No M $2,210

2

5 Highly Urban/ Urban

1 7/16/56 64 2 10

Yes $0 z_No z_F PhD Manager 53 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/16/56 64 0 10

No $0 z_No M $22,464

2

4 Highly Urban/ Urban

0 7/16/56 64 0 10 $72,894 No $0 z_No M $537

2 $0 4 Highly Urban/ Urban

0

64 0 10

No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 7/15/56 64 3 $0 No $0 Yes z_F z_High School Student 45 Commercial $19,680 Pickup $2,870 2 $0 9 z_Highly Rural/ Rural

0

64 0

No

z_No M z_High School Professional 49 Commercial $10,700 Pickup $0 0

1 Highly Urban/ Urban

1 7/14/56 64 2 15

No

Yes z_F Bachelors Professional 32 Private $11,510 z_SUV $0 0 $0 Highly Urban/ Urban

0

64 3 15

No

Yes z_F Masters Lawyer 47 Private $15,490 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 7/13/56 64 0 8

No

Yes M z_High School z_Blue Collar 31 Commercial $16,010 Minivan $0 0 $0 1 Highly Urban/ Urban

1

64 2 14

No

Yes M Bachelors Manager 15 Private $1,500 Minivan $0 0 $0 11 Highly Urban/ Urban

1

64 2 16

No

Yes z_F z_High School Clerical 16 Private $10,330 Sports Car $0 0 $0 1 Highly Urban/ Urban

1 7/11/56 64 1 12

No

Yes M $3,301

1 $0 6 Highly Urban/ Urban

0 7/11/56 64 2 14

Yes $0 z_No M

0

64 0 6

No $0 z_No M PhD 11 Commercial

Van

1 $0 17 Highly Urban/ Urban

1

64 2 13 $47,983 No

Yes M z_High School Clerical 20 Private $16,460 Minivan $0 0 $0 9 Highly Urban/ Urban

0

64 0 11

No $0 z_No z_F z_High School z_Blue Collar 45 Commercial $11,700 Minivan

2 $0 1 Highly Urban/ Urban

0

64 0 13

No

Yes M Bachelors z_Blue Collar 26 Commercial $14,440 Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/7/56 64 0 11

No Yes z_F Bachelors z_Blue Collar 33 Commercial $13,740 Minivan $0 0

6 Highly Urban/ Urban

0

64 3 14

No

Yes z_F z_High School z_Blue Collar 50 Commercial

Sports Car

2 $0 1 Highly Urban/ Urban

1 7/3/56 64 1 11

No

Yes M Masters Lawyer 47 Private $28,840 Minivan $3,826 3 $0 8 Highly Urban/ Urban

0

64 0 6

No

z_No M

3

64 3 7 $38,430 Yes

z_No M z_High School z_Blue Collar 26 Commercial $17,350 Van $0 0 $0 6 z_Highly Rural/ Rural

1 6/30/56 64 3 11

No Yes M $20,700

Van $0 0 $0 1 Highly Urban/ Urban

1

64 1 10

No

Yes M Bachelors Professional 50 Commercial $30,300 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0 6/29/56 64 0 11 $11,500 No $0 Yes M z_High School Student 30 Commercial $13,640 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1 6/29/56 64 2 9

Yes $0 z_No M

4

1 Highly Urban/ Urban

1 6/29/56 64 5 17

No

Yes M Bachelors Professional 22 Private $16,410 Minivan

1 $0 6 Highly Urban/ Urban

0

64 0 12

No

Yes M z_High School Manager 51 Private $9,540 Pickup $0 0 $0 Highly Urban/ Urban

1

64 3 12

Yes z_No z_F $3,954

2 $0 5 z_Highly Rural/ Rural

0 6/26/56 64 0 10

No $0 z_No z_F Bachelors Clerical 59 Private $15,550 z_SUV $0 0 $0 Highly Urban/ Urban

0

64 0 11

No

Yes M

0

64 2 17 $36,179 No

Yes M z_High School z_Blue Collar 35 Commercial $9,420 Pickup

3

Highly Urban/ Urban

0 6/23/56 64 2 9

No

Yes M Bachelors Professional 20 Private $21,740 Van $4,538 1 $0 5 Highly Urban/ Urban

0

64 2 11

Yes $0 z_No M z_High School z_Blue Collar 15 Commercial $31,140 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 6/22/56 64 0 7 No $0 z_No z_F z_High School z_Blue Collar 37 Commercial $16,650 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

64 0 10

No

Yes z_F

1 6/21/56 64 1 12

No

Yes z_F z_High School Clerical 37 Private $12,190 Minivan $0 0 $0 1 Highly Urban/ Urban

0

64 0 5

No

Yes z_F Masters Professional 36 Private $22,420 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

64 3 8 $69,129 No

Yes z_F z_High School z_Blue Collar 55 Private $15,020 z_SUV

1 $0 Highly Urban/ Urban

0

64 2 15

No Yes z_F Masters Lawyer 14 Private

Pickup $0 0 $0 15 Highly Urban/ Urban

0 6/16/56 64 0 11

No

Yes M

1 6/16/56 64 1 11

Yes $0 z_No z_F z_High School z_Blue Collar 36 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

64 0 11

No $0 z_No z_F PhD Lawyer 6 Private $24,360 Minivan $0 0 $0 Highly Urban/ Urban

0 6/15/56 64 0 0 $0 No $0 z_No z_F z_High School Home Maker 27 Private $5,990 Sports Car $0 0 $1,431 1 Highly Urban/ Urban

0 6/15/56 64 0 11 $142,297 No $0 z_No z_F PhD 6 Commercial

Pickup

2 $0 Highly Urban/ Urban

0 6/15/56 64 0 11 $142,297 No $0 z_No z_F PhD 6 Private $20,030 z_SUV $0 0 $0 Highly Urban/ Urban

0

64 3 11

Yes $0 z_No z_F Masters Manager 46 Commercial $24,050 Panel Truck $0 0 $0 16 Highly Urban/ Urban

2 6/12/56 64 3 13 No

Yes M Masters 49 Commercial

Panel Truck $6,013 2

8 Highly Urban/ Urban

1

64 1 8

Yes $0 z_No M Masters 33 Commercial

Panel Truck $0 0 $4,847 15 Highly Urban/ Urban

0 6/11/56 64 1 15

No

Yes M Masters Lawyer 27 Private $13,800 Minivan

3 $0 21 Highly Urban/ Urban

1

64 2 10

Yes $0 z_No z_F z_High School Clerical 20 Private $17,750 z_SUV $0 0

1 Highly Urban/ Urban

0

64 0 13

No

Yes M Bachelors Manager 32 Private $10,080 Minivan $0 0 $0 8 Highly Urban/ Urban

0

64 0 14

No

Yes M Bachelors Manager 19 Private $12,500 Minivan $0 0 $0 15 Highly Urban/ Urban

2 6/5/56 64 3 13

Yes $0 z_No z_F Bachelors z_Blue Collar 85 Commercial $6,380 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 6/5/56 64 0 9

No

z_No M Bachelors z_Blue Collar 19 Commercial

Pickup $0 0

8 Highly Urban/ Urban

0

64 0 10

No z_No M Bachelors Manager 32 Commercial $24,450 Panel Truck

1

1 Highly Urban/ Urban

0

64 0 11

No $0 z_No z_F Bachelors z_Blue Collar 45 Commercial

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

1

64 3 10

No

Yes M z_High School Clerical 81 Commercial $5,520 Pickup $0 0 $0 z_Highly Rural/ Rural

0

64 2 17

No

Yes z_F Masters 38 Commercial

Van $0 0 $0 15 Highly Urban/ Urban

2 6/1/56 64 3 9

Yes $0 z_No z_F z_High School Clerical 46 Private $28,580 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

64 4 0 $0 Yes $0 z_No z_F Bachelors Student 44 Commercial $14,080 z_SUV

1

7 Highly Urban/ Urban

1 5/31/56 64 1 14

Yes $0 z_No z_F z_High School z_Blue Collar 17 Commercial

Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

64 0 13

No $199,571 Yes z_F Masters Manager 22 Private $8,290 z_SUV $0 0 $6,570 8 Highly Urban/ Urban

1 5/30/56 64 1 8

No

Yes z_F Masters Manager 5 Private $13,620 Minivan

3 $0 Highly Urban/ Urban

0

64 0 11

No

z_No M Masters Professional 46 Private $15,280 Minivan $0 0 $0 20 z_Highly Rural/ Rural

0

64 0

No

z_No M

2 $0 8 Highly Urban/ Urban

1 5/28/56 64 2 17

No

Yes z_F

0

64 0 12

No $0 z_No M Masters Manager 50 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

1

64 2 5

Yes $0 z_No M Bachelors Student 38 Private $1,760 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

64 2 10

Yes $0 z_No M z_High School z_Blue Collar 27 Private $10,900 Minivan $0 0 $1,834 9 Highly Urban/ Urban

0

64 0 6

No $0 z_No z_F Bachelors z_Blue Collar 54 Commercial $15,490 Sports Car $2,441 2 $3,896 13 Highly Urban/ Urban

2

64 2 13

No

Yes M Bachelors z_Blue Collar 26 Commercial $12,930 Minivan $0 0 $0 1 z_Highly Rural/ Rural

2 5/23/56 64 2 13 $63,357 No $222,957 Yes M Bachelors z_Blue Collar 16 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

1

64 1 13

No

Yes z_F Masters Professional 29 Private $14,850 z_SUV

3 $4,415 17 Highly Urban/ Urban

0 5/22/56 64 1 14

No

Yes z_F z_High School Home Maker 33 Commercial $16,530 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

64 2

Yes $0 z_No z_F

z_SUV $2,516 1 $1,212 6 Highly Urban/ Urban

0 5/20/56 64 0 11

No

z_No M Masters Lawyer 32 Private $9,530 Minivan $0 0 $0 Highly Urban/ Urban

0

64 0 9

No

Yes M

0 5/19/56 64 3 No

Yes z_F z_High School z_Blue Collar 25 Private

Minivan $0 0

7 Highly Urban/ Urban

0

64 1 16

No

Yes z_F Bachelors Clerical 38 Private $17,110 Sports Car $0 0 $0 1 Highly Urban/ Urban

1

64 2 11

No

Yes z_F

1 5/17/56 64 1 0 $0 Yes z_No z_F z_High School Home Maker 12 Private $7,400 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

64 0 15 No

Yes z_F z_High School z_Blue Collar 18 Commercial $20,850 Minivan $7,946 1

1 Highly Urban/ Urban

0 5/13/56 64 0 11

No

Yes z_F z_High School Professional 36 Private $20,490 Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/13/56 64 0 11 No $178,766 Yes z_F z_High School Professional 51 Private $6,530 Sports Car

2

1 Highly Urban/ Urban

0 5/13/56 64 0 15 No $229,294 Yes z_F z_High School z_Blue Collar 18 Commercial

z_SUV

2

1 Highly Urban/ Urban

2

64 3 11

Yes $0 z_No z_F Masters Manager 29 Private $19,510 Sports Car $8,890 3 $4,148 15 Highly Urban/ Urban

0

64 2 12

No

Yes M z_High School Clerical 27 Private $14,230 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 5/9/56 64 2 12 $23,157 No $115,249 Yes M z_High School Clerical 27 Private $8,120 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 5/9/56 64 2 12 $23,157 No $115,249 Yes M z_High School Clerical 27 Private $20,720 Van $0 0 $0 1 z_Highly Rural/ Rural

0

64 3 15

No

Yes z_F z_High School Home Maker 60 Private $5,800 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2

64 2 11

No

Yes z_F z_High School z_Blue Collar 35 Commercial $5,800 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

64 3 15

No

Yes z_F $1,464

2 $0 1 Highly Urban/ Urban

0

64 0 8

No

Yes z_F z_High School z_Blue Collar 38 Commercial $8,530 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 5/4/56 64 0 10 No $0 z_No z_F

0 5/4/56 64 0 10 No $0 z_No z_F

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 5/4/56 64 3 0 $0 No $0 Yes z_F z_High School Student 62 Private $12,410 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

64 1 9

Yes $0 z_No z_F Bachelors Professional 55 Private $7,700 Sports Car

1

9 Highly Urban/ Urban

0

64 0 0 $0 No $0 z_No M z_High School Student 14 Commercial $5,790 Pickup $0 0 $0 1 Highly Urban/ Urban

0

64 0 9

No $0 z_No z_F Masters Lawyer 16 Private $5,800 z_SUV

3 $0 17 Highly Urban/ Urban

0 5/1/56 64 2 9

Yes

z_No z_F Bachelors Manager 24 Private $19,410 Sports Car $4,123 1 $0 11 Highly Urban/ Urban

1 5/1/56 64 2 12

No

Yes z_F

0 5/1/56 64 2 9 $63,644 Yes $174,541 z_No z_F Bachelors Manager 24 Private $16,640 Sports Car $0 0 $0 11 Highly Urban/ Urban

1

64 1 12

Yes $0 z_No M Bachelors Professional 36 Commercial $5,800 Pickup

2 $0 6 Highly Urban/ Urban

1 4/30/56 64 1 12 $71,235 Yes $0 z_No M Bachelors Professional 12 Private $17,160 Van

2 $4,340 6 Highly Urban/ Urban

0

64 0 11

No Yes M Bachelors z_Blue Collar 44 Commercial $12,490 Minivan $0 0 $0 1 Highly Urban/ Urban

0 4/25/56 64 0 9 $96,399 No

Yes z_F PhD Manager 51 Private $14,920 z_SUV

4 $5,005 12 Highly Urban/ Urban

0

64 0 12

No $0 z_No z_F Bachelors Professional 34 Private $13,060 z_SUV

2 $0 9 Highly Urban/ Urban

0

64 0 9

No

z_No z_F Bachelors Clerical 37 Private $10,780 z_SUV $3,904 1 $0 10 Highly Urban/ Urban

0

64 0 10

No

Yes z_F Bachelors Manager 21 Private $17,430 Minivan $0 0 $0 13 Highly Urban/ Urban

0

64 0 0 $0 No

z_No M z_High School Student 22 Commercial $8,030 Pickup $0 0 $0 1 Highly Urban/ Urban

2 4/19/56 64 2 13

No

Yes M z_High School z_Blue Collar 30 Private $12,930 Minivan $4,094 1 $0 1 Highly Urban/ Urban

1 4/19/56 64 1 12

No

Yes M z_High School Clerical 13 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 4/19/56 64 0 13

No

Yes z_F

0

64 2 13

No

Yes z_F Bachelors Professional 29 Private

Sports Car

2 $0 11 Highly Urban/ Urban

1

64 2 17

No

Yes M Masters Professional 35 Commercial

Van

3 $0 16 Highly Urban/ Urban

2

64 2 14

No

Yes z_F z_High School Home Maker 32 Private $14,350 Minivan

3 $0 7 Highly Urban/ Urban

0 4/15/56 64 1 12

Yes $0 z_No z_F z_High School Professional 32 Private $20,670 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 4/15/56 64 0 11 $1,852 No $0 Yes z_F

2

64 3 14

Yes

z_No M z_High School z_Blue Collar 62 Commercial

Pickup $0 0 $0 z_Highly Rural/ Rural

0

64 0 11 No

Yes z_F z_High School z_Blue Collar 32 Commercial $13,160 Minivan

3 $0 1 Highly Urban/ Urban

0 4/13/56 64 0 11 No $209,570 Yes z_F z_High School z_Blue Collar 32 Commercial $5,800 Sports Car

3 $1,144 1 Highly Urban/ Urban

0 4/13/56 64 2 14

Yes

z_No z_F Masters Lawyer 18 Private $18,730 z_SUV

3 $0 12 Highly Urban/ Urban

0

64 1 12

Yes z_No M Bachelors z_Blue Collar 29 Commercial $15,180 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

64 0 6

No $0 z_No M PhD 22 Commercial $26,420 Panel Truck $5,021 1 $0 12 Highly Urban/ Urban

2

64 2 14

No

Yes z_F z_High School Home Maker 57 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

64 0 11

No

z_No M Masters Lawyer 5 Private $14,920 Minivan

1 $0 17 Highly Urban/ Urban

0 4/9/56 64 0 11 No

Yes z_F Bachelors Professional 28 Private $5,800 z_SUV

1 $0 11 Highly Urban/ Urban

0

64 0 12

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $10,830 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

64 2 13

No Yes M Masters 22 Commercial $26,980 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

64 2 11 Yes z_No M $2,741

2

1 Highly Urban/ Urban

0

64 2 12 No

Yes M Bachelors z_Blue Collar 46 Commercial

Van $4,704 3

11 Highly Urban/ Urban

0

64 0 11

No

Yes M Masters Manager 46 Commercial

Van $0 0 $0 18 Highly Urban/ Urban

0 4/2/56 64 0 11 $190,991 No Yes M Masters Manager 46 Private $5,800 Pickup $0 0 $0 18 Highly Urban/ Urban

0 4/2/56 64 1 11

No

Yes z_F Bachelors Manager 35 Private $13,760 z_SUV

1 $0 18 Highly Urban/ Urban

1

64 1 13 No $0 Yes z_F z_High School Student 22 Commercial $17,600 z_SUV $5,336 2

1 Highly Urban/ Urban

0 3/30/56 64 0 13

No z_No M Masters Professional 27 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

64 0 7

No

z_No z_F z_High School z_Blue Collar 26 Commercial $9,990 z_SUV $0 0 $0 8 Highly Urban/ Urban

1

64 1 9

No

Yes M z_High School Clerical 5 Private $21,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0

64 2 0 $0 No $0 Yes M $792

2

1 Highly Urban/ Urban

0

64 2 14

No

Yes z_F Bachelors Clerical 14 Private $11,260 Sports Car $1,449 2 $0 11 Highly Urban/ Urban

0 3/20/56 64 1 9

No

Yes M Masters Lawyer 28 Private $13,120 Minivan $0 0 $0 16 Highly Urban/ Urban

3 3/20/56 64 4 13

Yes $0 z_No z_F $27,746

4

7 Highly Urban/ Urban

0

64 2 16

No

Yes z_F Masters Lawyer 37 Private $3,800 z_SUV

2 $0 16 Highly Urban/ Urban

0 3/19/56 64 1 12

Yes $0 z_No z_F z_High School Manager 21 Private

Sports Car $5,769 1

1 Highly Urban/ Urban

0

64 0 11

No

z_No z_F Masters Lawyer 45 Private $18,060 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/17/56 64 0 11 $39,848 No $136,304 z_No z_F Masters Lawyer 45 Private $5,800 z_SUV

5 $0 15 Highly Urban/ Urban

0 3/17/56 64 2 14

No

Yes M z_High School Clerical 43 Private

Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 3/17/56 64 0 13

No

z_No M Masters Manager 30 Commercial $26,480 Panel Truck $0 0

17 Highly Urban/ Urban

1

64 3 15

Yes $0 z_No z_F Bachelors z_Blue Collar 19 Commercial $18,080 z_SUV

1

14 Highly Urban/ Urban

0

64 0 13

No

Yes z_F Masters Manager 12 Private $17,640 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

64 0 12 $2,346 No

Yes z_F Bachelors Student 25 Commercial

Minivan

3 $0 7 Highly Urban/ Urban

0 3/13/56 64 1 14

No

Yes z_F z_High School Clerical 21 Private $26,470 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/13/56 64 0 12 $2,346 No $99,554 Yes z_F Bachelors Student 25 Commercial $24,500 Van $0 0 $0 7 Highly Urban/ Urban

0

64 0 11

No

Yes z_F z_High School z_Blue Collar 15 Commercial $10,340 Sports Car $0 0

6 Highly Urban/ Urban

0

64 0 10

No $0 z_No z_F PhD Doctor 33 Private

Minivan $0 0 $0 23 Highly Urban/ Urban

0

64 2 7

No

Yes z_F PhD Home Maker 5 Private $19,010 z_SUV

3 $0 9 Highly Urban/ Urban

0 3/9/56 64 0 0 $0 No

Yes M z_High School Home Maker 55 Commercial $5,800 Pickup $4,171 4 $0 1 z_Highly Rural/ Rural

0

64 0 0 $0 No $0 Yes M $4,520

1 $0 1 Highly Urban/ Urban

0 3/7/56 64 2 15

No

Yes z_F z_High School z_Blue Collar 42 Commercial $25,580 Pickup $4,078 2

1 Highly Urban/ Urban

0 3/7/56 64 0 14

No z_No M $49,422

3 $0 9 Highly Urban/ Urban

2

64 3 16

No

Yes M Bachelors Professional 45 Private

Minivan $0 0

7 Highly Urban/ Urban

0

64 0 0 $0 No $0 z_No z_F z_High School Home Maker 20 Private $1,620 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1 2/29/56 64 1 7 $57,170 No

Yes z_F $25,804

2 $0 1 Highly Urban/ Urban

1 2/29/56 64 1 7 $57,170 No $198,402 Yes z_F

1 2/29/56 64 2 15

No

Yes z_F Bachelors Manager 43 Private $13,260 z_SUV

1 $0 9 Highly Urban/ Urban

0 2/28/56 64 0 12

No

Yes z_F Masters 34 Commercial

Van $0 0 $0 10 Highly Urban/ Urban

0 2/28/56 64 2 15

No

Yes M

1 2/27/56 64 2 14

Yes $0 z_No M Bachelors Student 29 Commercial

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/26/56 64 0 10

No

z_No z_F Bachelors Professional 49 Private $13,760 z_SUV $0 0

8 Highly Urban/ Urban

0 2/26/56 64 0 11

No

Yes M z_High School Clerical 7 Commercial $9,480 Pickup

2 $1,942 1 Highly Urban/ Urban

0

64 0 12

No $0 z_No M Bachelors Manager 11 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/25/56 64 2 0 $0 No $0 Yes z_F z_High School Student 61 Commercial $5,800 Minivan

4 $6,690 1 Highly Urban/ Urban

0

64 0 10

No

z_No z_F Bachelors Professional 37 Private $5,800 Sports Car

3 $0 11 Highly Urban/ Urban

1 2/23/56 64 3 17

No

Yes z_F $3,750

Sports Car

1

1 Highly Urban/ Urban

3 2/23/56 64 3 10

Yes $0 z_No z_F

Pickup $0 0

1 Highly Urban/ Urban

0 2/23/56 64 0 7

No $0 z_No z_F z_High School Clerical 37 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/22/56 64 0 $0 No

Yes M z_High School Student 36 Commercial $24,520 Panel Truck $1,119 1

Highly Urban/ Urban

0 2/20/56 64 0 11

No $0 z_No z_F Masters Lawyer 21 Private $20,900 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 2/20/56 64 0

No

Yes z_F z_High School z_Blue Collar 20 Commercial $7,110 z_SUV $0 0 $2,850 1 Highly Urban/ Urban

0 2/19/56 64 0

No

Yes z_F Masters Manager 34 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/18/56 64 0 11 $45,931 No

Yes M Masters 5 Commercial

Van

3 $0 21 Highly Urban/ Urban

0 2/18/56 64 2 10

No

Yes z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

1

64 3 11

Yes $0 z_No M z_High School Clerical 31 Private $16,010 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/17/56 64 2 17

No

Yes z_F

1 2/16/56 64 2 14

Yes

z_No M Bachelors Manager 36 Private $14,010 Minivan

3 $0 1 Highly Urban/ Urban

0 2/16/56 64 2 0 $0 No $0 Yes M z_High School Student 42 Private $8,260 Pickup $0 0 $0 6 Highly Urban/ Urban

0 2/16/56 64 0 8

No

Yes M PhD 30 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 2/13/56 64 0 7

No

z_No z_F Bachelors z_Blue Collar 27 Commercial $17,760 z_SUV

1 $0 12 Highly Urban/ Urban

0

64 2 14

No

Yes M

0 2/11/56 64 1 8

Yes

z_No z_F Masters 48 Commercial $14,110 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/10/56 64 0 10

No

Yes z_F Masters Lawyer 36 Private

z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0 2/10/56 64 0 12

No $0 z_No z_F z_High School Home Maker 43 Private

Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/10/56 64 3 13

No

Yes z_F Bachelors Professional 35 Commercial $17,380 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/9/56 64 2 16

No $200,891 Yes M

0 2/9/56 64 0 9

No $0 z_No z_F Bachelors Professional 5 Private $8,050 z_SUV

1

12 Highly Urban/ Urban

0

64 0 13

No Yes M

Panel Truck $0 0

1 Highly Urban/ Urban

0 2/6/56 64 2 0 $0 No $0 Yes z_F $5,767

1

6 Highly Urban/ Urban

0 2/4/56 64 3 14

Yes $0 z_No z_F

0 2/3/56 64 0 9

No $0 z_No M Masters Manager 16 Private $5,800 Pickup $0 0 $0 16 Highly Urban/ Urban

1 2/2/56 64 1 3

Yes $0 z_No M Masters Lawyer 53 Private $31,830 Minivan $0 0 $0 19 Highly Urban/ Urban

1 2/2/56 64 1 3 $154,611 Yes $0 z_No M Masters Lawyer 30 Private $21,260 Van $0 0 $0 19 Highly Urban/ Urban

1

64 1 10

Yes

z_No z_F PhD Lawyer 35 Private $1,500 z_SUV $0 0

15 Highly Urban/ Urban

0 1/31/56 64 0 11

No

z_No M z_High School z_Blue Collar 29 Commercial $13,400 Minivan $0 0

12 Highly Urban/ Urban

1 1/31/56 64 2 14

No

Yes M z_High School z_Blue Collar 6 Commercial $12,810 Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/30/56 64 0 14

No

Yes z_F Masters Professional 36 Private $5,800 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 1/30/56 64 0 12 No $0 z_No z_F PhD Manager 42 Private $13,520 Minivan

3 $0 15 Highly Urban/ Urban

0 1/30/56 64 0 12

No

Yes M Masters 32 Commercial $16,930 Van $0 0 $0 12 Highly Urban/ Urban

0

64 1 11

No

Yes M Masters 35 Commercial $29,330 Panel Truck $0 0 $0 20 Highly Urban/ Urban

1 1/22/56 64 2 9

Yes $0 z_No z_F z_High School Clerical 62 Private $15,250 z_SUV

3

6 Highly Urban/ Urban

0

64 0 11

No

z_No M z_High School z_Blue Collar 22 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/21/56 64 1 0 $0 Yes $0 z_No z_F Masters Home Maker 32 Private $13,160 Sports Car

1 $0 13 Highly Urban/ Urban

0 1/21/56 64 3 15

No

Yes M PhD 33 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

1

64 2 11

Yes $0 z_No z_F Bachelors Professional 52 Private $19,750 z_SUV $0 0 $1,807 Highly Urban/ Urban

1 1/20/56 64 2 11 $76,159 Yes z_No z_F Bachelors Professional 52 Private $20,270 Pickup $3,255 2

Highly Urban/ Urban

2 1/19/56 64 2 14 $70,029 No

Yes z_F Bachelors Manager 29 Private

z_SUV

2 $0 9 Highly Urban/ Urban

1 1/18/56 64 2 12

Yes

z_No z_F z_High School z_Blue Collar 31 Commercial $19,050 z_SUV

2 $6,879 z_Highly Rural/ Rural

1 1/18/56 64 1 11

Yes

z_No z_F Masters Lawyer 56 Private $5,700 z_SUV $0 0 $0 Highly Urban/ Urban

0

64 2 15

No

Yes z_F z_High School z_Blue Collar 5 Commercial $16,330 Sports Car

2 $0 1 Highly Urban/ Urban

0 1/17/56 64 0 9 No

z_No M Masters 37 Commercial

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

2 1/16/56 64 3 0 $0 No

Yes z_F z_High School Home Maker 30 Private $5,800 z_SUV

2 $0 10 Highly Urban/ Urban

0 1/16/56 64 2

No

Yes z_F z_High School Professional 22 Private $10,780 Sports Car

3 $0 1 Highly Urban/ Urban

1 1/15/56 64 2 11

Yes

z_No z_F Bachelors Professional 39 Private $22,070 z_SUV

1

4 Highly Urban/ Urban

0 1/15/56 64 2 0 $0 No

Yes M Bachelors Home Maker 50 Private $5,800 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

64 0 9

No

Yes z_F Bachelors z_Blue Collar 33 Commercial $27,000 z_SUV

3 $0 12 Highly Urban/ Urban

0

64 2 10

No

Yes z_F Bachelors z_Blue Collar 40 Commercial $11,790 z_SUV $0 0 $0 8 Highly Urban/ Urban

1 1/13/56 64 3 13

Yes $0 z_No z_F

0

64 0 11

No

z_No z_F z_High School z_Blue Collar 40 Commercial $13,910 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 1/12/56 64 4 14 No

Yes M

1 1/12/56 64 1 11

Yes $0 z_No z_F Masters Lawyer 12 Private $13,170 Sports Car $3,338 1 $0 16 Highly Urban/ Urban

0 1/12/56 64 0 11

No $0 z_No M z_High School Clerical 53 Commercial

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

1 1/12/56 64 1 11 $73,247 Yes $0 z_No z_F Masters Lawyer 12 Private

Sports Car $0 0 $0 16 Highly Urban/ Urban

0 1/11/56 64 3 15

No

Yes M z_High School z_Blue Collar 41 Commercial $9,740 Minivan $6,324 3 $0 6 Highly Urban/ Urban

0

64 0 7

No $0 z_No M Bachelors Clerical 34 Private $1,500 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 1/10/56 64 0 7 $58,112 No $0 z_No M Bachelors Clerical 34 Private $15,050 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 1/10/56 64 0 7 No $0 z_No M Bachelors Clerical 34 Commercial $11,610 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 1/10/56 64 3 14

No

Yes z_F Masters Manager 17 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 1/7/56 64 2 15

No

Yes M Bachelors Professional 55 Private $10,280 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

64 0 13

No

Yes M z_High School Clerical 11 Private $19,760 Van

1 $0 8 Highly Urban/ Urban

0 1/5/56 64 0 11

No

Yes M Bachelors Professional 21 Commercial $9,880 Pickup $0 0

9 Highly Urban/ Urban

3 1/3/56 64 3 0 $0 No $0 Yes M z_High School Student 47 Private $5,800 Pickup $5,820 3

1 Highly Urban/ Urban

3 1/3/56 64 3 0 $0 No $0 Yes M z_High School Student 28 Private $5,700 Pickup $0 0

1 Highly Urban/ Urban

0

64 2 13

No

Yes z_F Bachelors z_Blue Collar 24 Commercial

z_SUV $4,500 2

9 Highly Urban/ Urban

0 1/2/56 64 0 12

No

Yes z_F z_High School Manager 13 Private $13,630 z_SUV $0 0 $0 Highly Urban/ Urban

2

64 3 8

No

Yes M Bachelors z_Blue Collar 40 Commercial $18,240 Minivan $0 0 $0 9 Highly Urban/ Urban

0

64 0 12

No

Yes M

6 Highly Urban/ Urban

0 12/31/55 64 3 0 $0 No $0 Yes z_F z_High School Student 24 Commercial $5,800 Sports Car

2 $1,452 1 Highly Urban/ Urban

0 12/31/55 64 1 8

No

Yes M z_High School z_Blue Collar 58 Commercial $14,190 Minivan $0 0 $0 1 Highly Urban/ Urban

0

64 2 13

No

Yes M Bachelors Manager 19 Private $19,680 Van $0 0 $0 9 Highly Urban/ Urban

0 12/30/55 64 0 12 $46,671 No

z_No M $7,571

5 Highly Urban/ Urban

0

64 0 11

No

Yes z_F z_High School Manager 44 Private $5,800 z_SUV $0 0 $0 1 Highly Urban/ Urban

1 12/29/55 64 1 13

No

Yes M z_High School Professional 31 Private $15,380 Minivan $0 0

8 Highly Urban/ Urban

1

64 2 16

No

Yes M Bachelors z_Blue Collar 40 Commercial

Minivan $0 0 $0 7 Highly Urban/ Urban

0

64 0 8

No

z_No z_F Masters Lawyer 5 Private $26,290 Sports Car $0 0 $0 18 Highly Urban/ Urban

0

64 3 11

Yes $0 z_No z_F

0 12/24/55 64 1 12

Yes $0 z_No z_F PhD Lawyer 19 Private $26,070 Minivan $0 0 $0 13 Highly Urban/ Urban

0

64 0 10

No $0 z_No M z_High School Clerical 5 Private $5,800 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 12/23/55 64 0 15

No

Yes M z_High School Clerical 38 Commercial $31,560 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0 12/23/55 64 0 10

No $0 z_No M z_High School Clerical 25 Private $20,670 Van $3,502 3 $0 7 Highly Urban/ Urban

0 12/23/55 64 0 8

No

Yes z_F Bachelors Home Maker 6 Private $8,550 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

64 2 11 $46,224 No

Yes M z_High School z_Blue Collar 45 Commercial $11,510 Pickup $0 0 $4,480 10 Highly Urban/ Urban

0 12/22/55 64 0 9

No z_No M Masters Lawyer 38 Private $11,040 Minivan $0 0 $0 11 Highly Urban/ Urban

0

64 0 12 No

z_No z_F Bachelors Manager 55 Private $8,160 z_SUV $6,836 3 $0 6 Highly Urban/ Urban

0 12/21/55 64 0

No

z_No M z_High School Professional 21 Private $15,360 Minivan $0 0

7 Highly Urban/ Urban

0

64 1 0 $0 No $0 Yes M z_High School Student 27 Commercial $7,770 Pickup

1 $1,043 5 z_Highly Rural/ Rural

0 12/20/55 64 2 16 No

Yes M Bachelors z_Blue Collar 61 Commercial $14,450 Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/20/55 64 0 13

No

Yes z_F Bachelors Clerical 23 Private $10,140 Sports Car $0 0 $0 z_Highly Rural/ Rural

2

64 3 0 $0 Yes $0 z_No z_F z_High School Home Maker 49 Private $6,320 z_SUV

2 $0 5 z_Highly Rural/ Rural

0 12/18/55 64 0 12

No

Yes M z_High School z_Blue Collar 24 Commercial $30,380 Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

64 0 11

No $0 z_No z_F Bachelors Home Maker 5 Private $8,070 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

64 1 8

Yes $0 z_No z_F z_High School Clerical 25 Private $14,070 Sports Car $3,805 1

1 Highly Urban/ Urban

0 12/16/55 64 1 0 $0 No $0 Yes z_F z_High School Student 31 Private $1,500 Sports Car

3 $3,011 8 z_Highly Rural/ Rural

1

64 3 15

No

Yes z_F

Minivan $3,931 1 $0 1 Highly Urban/ Urban

0 12/15/55 64 0 13

No

Yes z_F Masters Manager 5 Private $4,190 z_SUV $0 0 $4,386 14 Highly Urban/ Urban

2

64 3 12

Yes

z_No z_F Masters Lawyer 39 Private $23,100 Pickup

4

13 Highly Urban/ Urban

0

64 0

No Yes z_F z_High School Professional 34 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

64 0 7

No $0 z_No M Bachelors Professional 5 Commercial

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

0 12/9/55 64 0 0 $0 No Yes z_F z_High School Home Maker 32 Private $14,530 Minivan

3

12 Highly Urban/ Urban

1

64 2 11

Yes

z_No M

0

64 0 8

No

z_No z_F Masters Lawyer 17 Private $17,960 z_SUV

1 $0 15 Highly Urban/ Urban

0 12/6/55 64 0 9

No $0 z_No M Bachelors Student 30 Private $2,800 Minivan

2

Highly Urban/ Urban

0

64 1 11

Yes $0 z_No M Bachelors Manager 15 Private $21,950 Van

3 $0 12 Highly Urban/ Urban

0

64 0 12

No $0 z_No z_F Masters Manager 33 Private $27,330 Sports Car $0 0

14 Highly Urban/ Urban

0 12/2/55 64 0 14

No

Yes z_F Bachelors Clerical 41 Private $18,550 Minivan $1,042 1 $0 9 Highly Urban/ Urban

2 12/2/55 64 2 12

No

Yes M $25,960

Panel Truck $0 0

1 Highly Urban/ Urban

0

64 0 8

No $0 z_No M Masters 52 Commercial

Van

3 $0 Highly Urban/ Urban

0

64 3 0 $0 No

Yes z_F z_High School Home Maker 52 Private $14,740 Minivan $0 0 $0 Highly Urban/ Urban

0

64 0 12

No $0 z_No M z_High School Clerical 52 Private $11,310 Pickup $0 0

1 Highly Urban/ Urban

0

64 2 0 $0 No

Yes z_F $4,959

1

6 Highly Urban/ Urban

1

64 2 13

No

Yes M

0 11/25/55 64 0 5 $263 No $0 z_No M z_High School Student 26 Private $16,170 Minivan

1 $0 1 Highly Urban/ Urban

0

64 3 16

No

Yes M Masters Lawyer 23 Private $14,440 Minivan

2 $0 18 Highly Urban/ Urban

0

64 1 0 $0 Yes

z_No z_F $3,085

1 Highly Urban/ Urban

0 11/23/55 64 0 13

No

Yes M Bachelors z_Blue Collar 33 Commercial $21,040 Minivan $0 0 $0 7 Highly Urban/ Urban

0

64 0 11

No $0 z_No M z_High School Manager 23 Private $12,790 Minivan

2 $0 6 Highly Urban/ Urban

1 11/22/55 64 2 10

Yes $0 z_No z_F PhD Manager 8 Private $21,340 Minivan $0 0 $0 15 Highly Urban/ Urban

0

64 0 11

No $0 z_No M Bachelors Manager 44 Private $15,800 Minivan $0 0 $0 7 Highly Urban/ Urban

0

64 0 0 $0 No

z_No z_F

1 z_Highly Rural/ Rural

3

64 3 15

No

Yes M Masters Manager 16 Private $3,520 Minivan

2

Highly Urban/ Urban

0 11/19/55 64 0 9

No

Yes z_F Bachelors Professional 41 Private

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

64 2 10 $27,496 No

Yes z_F $35,890

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

64 1 13

No

Yes M z_High School Clerical 26 Commercial

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

2

64 2 13

Yes

z_No z_F Masters Lawyer 84 Private $33,800 Minivan $0 0 $0 12 z_Highly Rural/ Rural

1 11/15/55 64 2 13

No

Yes M Bachelors z_Blue Collar 35 Commercial $8,780 Pickup $0 0 $0 Highly Urban/ Urban

0

64 0 8

No

Yes M Bachelors Professional 11 Private $16,480 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

64 0 10

No

z_No z_F Bachelors z_Blue Collar 41 Commercial

z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

64 3 15

No

Yes z_F

1 11/12/55 64 2 10

No Yes M z_High School Student 53 Commercial $10,070 Pickup

1

1 Highly Urban/ Urban

0

64 0 12

No

Yes M Bachelors Clerical 33 Private $12,250 Minivan $0 0

8 Highly Urban/ Urban

0

64 0 10

No

Yes z_F Bachelors Professional 5 Commercial

Van

4

Highly Urban/ Urban

1

64 3 14

Yes z_No z_F Masters Home Maker 9 Private $4,250 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

64 1

No

Yes z_F z_High School z_Blue Collar 31 Commercial $10,710 Minivan $3,647 2 $0 6 Highly Urban/ Urban

2 11/4/55 64 2 0 $0 No $0 Yes M Bachelors Student 17 Commercial $1,500 Minivan $0 0 $2,327 5 Highly Urban/ Urban

0

64 3 14

No

Yes z_F z_High School z_Blue Collar 43 Commercial $11,230 Sports Car

2

8 Highly Urban/ Urban

0

64 0 10

No $0 z_No z_F Masters Manager 44 Private

z_SUV

1 $0 17 Highly Urban/ Urban

2 11/2/55 64 2 7

No

Yes M Masters 40 Commercial $24,730 Panel Truck $0 0

12 Highly Urban/ Urban

0

64 1 11

No

Yes M Masters 46 Commercial $24,510 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

64 3 15 No

Yes z_F z_High School Home Maker 34 Private $8,700 Minivan

2 $0 1 Highly Urban/ Urban

0

64 3 11

No

Yes M z_High School Clerical 36 Commercial $4,930 Pickup $2,091 3 $0 10 Highly Urban/ Urban

0

64 0 12

No

Yes M

1 10/24/55 64 2 14

No

Yes z_F z_High School Home Maker 27 Private $6,790 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

64 0 12

No $0 z_No z_F

0 10/21/55 64 0 12 $26,011 No

Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1 10/21/55 64 2 10

Yes $0 z_No M z_High School z_Blue Collar 40 Commercial $11,400 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

64 0 0 $0 No $0 z_No M Bachelors Student 17 Commercial $9,620 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 10/20/55 64 0 6

No

z_No M $2,116

2 $0 6 Highly Urban/ Urban

1

64 1 15

No

Yes M Masters 51 Commercial $27,820 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0 10/19/55 64 0 12

No

Yes z_F z_High School z_Blue Collar 84 Commercial $16,610 z_SUV

1 $0 8 Highly Urban/ Urban

0

64 0 14

No z_No z_F z_High School Manager 15 Commercial $34,270 Pickup $0 0 $0 1 Highly Urban/ Urban

0

64 0 12

No

Yes M Bachelors Manager 5 Commercial $27,630 Panel Truck $0 0 $0 6 Highly Urban/ Urban

0

64 0 13

No

Yes M Masters Lawyer 23 Private $14,480 Minivan $0 0 $0 12 Highly Urban/ Urban

1

64 2 $24,060 Yes $0 z_No M Bachelors Clerical 24 Private

Minivan $0 0

10 Highly Urban/ Urban

0 10/12/55 64 0 10

No

z_No M z_High School z_Blue Collar 28 Commercial $15,570 Minivan $0 0 $0 6 Highly Urban/ Urban

0 10/12/55 64 0 13

No

Yes M Masters 15 Commercial $6,000 Pickup

2 $0 16 Highly Urban/ Urban

0 10/12/55 64 3 16

No

Yes z_F $8,339

2 $5,063 3 z_Highly Rural/ Rural

0

64 1 11

No

Yes M z_High School z_Blue Collar 56 Commercial $9,000 Pickup $3,288 3

10 Highly Urban/ Urban

0 10/10/55 64 1 7

Yes $0 z_No z_F Bachelors Professional 5 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

64 0 11

No $0 z_No M Masters Professional 42 Private $5,900 Pickup $0 0 $0 18 Highly Urban/ Urban

0 10/9/55 64 2 10

Yes

z_No z_F Bachelors z_Blue Collar 70 Commercial

Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

64 0 10

No $0 z_No M Bachelors Manager 32 Private $26,300 Minivan

2 $0 9 Highly Urban/ Urban

0

64 2 15

No

Yes z_F z_High School z_Blue Collar 35 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

64 0 4

No $0 z_No z_F z_High School z_Blue Collar 46 Commercial $12,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/3/55 64 2 14

Yes

z_No M z_High School Clerical 30 Private $8,540 Minivan $4,236 3

1 Highly Urban/ Urban

0 10/3/55 64 2 10

Yes $0 z_No z_F z_High School Clerical 48 Private $12,750 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 10/3/55 64 0 0 $0 No

Yes z_F Masters Home Maker 39 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

64 2 10

Yes

z_No z_F PhD Doctor 36 Private $23,940 Minivan $0 0 $0 18 Highly Urban/ Urban

0 10/2/55 64 1 16

No

Yes M z_High School Clerical 18 Private $1,500 Minivan $3,751 2 $0 9 Highly Urban/ Urban

0

64 0 10

No

Yes M Bachelors Manager 25 Commercial

Van $2,576 1 $0 4 Highly Urban/ Urban

0 10/1/55 64 0 11

No Yes M

2

64 2 13

Yes

z_No z_F Masters Lawyer 16 Private $5,900 Sports Car $39,019 1 $0 18 Highly Urban/ Urban

0 9/30/55 64 1 16

No

Yes z_F Masters Lawyer 7 Private

Pickup $0 0 $0 17 Highly Urban/ Urban

0

64 1 14

No

,267

Yes z_F PhD Doctor 44 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 9/28/55 64 0 11

No

z_No M z_High School z_Blue Collar 9 Commercial $9,560 Pickup

2 $0 10 Highly Urban/ Urban

0

64 0 7 $16,976 No

Yes z_F z_High School Home Maker 53 Private $9,680 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

64 0 14

No

Yes M

1 9/25/55 64 2 11

Yes $0 z_No z_F Bachelors Professional 8 Private $14,750 Minivan $0 0 $0 8 Highly Urban/ Urban

2 9/25/55 64 2 $0 No

Yes z_F $36,386

2

6 Highly Urban/ Urban

0

64 1 16

No

Yes z_F PhD Manager 40 Private $13,050 Sports Car

1 $0 18 Highly Urban/ Urban

0 9/24/55 64 2

Yes $0 z_No z_F z_High School Student 49 Private $11,270 z_SUV

2

7 Highly Urban/ Urban

0

64 0 13

No $0 z_No z_F PhD Doctor 37 Private

Van

1 $0 16 Highly Urban/ Urban

0 9/22/55 64 1 10 $70,103 Yes $0 z_No z_F Bachelors Clerical 47 Private $12,910 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 9/22/55 64 0 $60,847 No

Yes M z_High School z_Blue Collar 27 Commercial $15,210 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

64 0 9

No $0 z_No M Bachelors Student 28 Commercial $12,070 Minivan

3

Highly Urban/ Urban

0

64 0 0 $0 No $0 Yes z_F z_High School Student 77 Private $9,770 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

2

64 3 15

No

Yes M z_High School z_Blue Collar 35 Commercial $16,510 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

64 0 7

No

Yes M z_High School Clerical 12 Commercial $17,350 Van $0 0 $0 8 Highly Urban/ Urban

1 9/15/55 64 3 13

No

Yes M PhD 40 Commercial

Panel Truck

3

18 Highly Urban/ Urban

0 9/15/55 64 4 0 $0 No

Yes z_F Bachelors Home Maker 36 Private $1,500 Sports Car

1 $0 13 Highly Urban/ Urban

0

64 2 15

No

Yes z_F Masters Lawyer 49 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0

64 0 12

No

Yes z_F

0

64 0

No

z_No M Masters 18 Commercial $21,330 Van $5,632 3 $0 18 Highly Urban/ Urban

0 9/8/55 64 0 12

No

Yes z_F z_High School z_Blue Collar 88 Private $18,100 Sports Car

1 $0 12 Highly Urban/ Urban

0

64 0 5

No

Yes z_F Bachelors Professional 52 Private $14,870 z_SUV

2

9 Highly Urban/ Urban

2 9/7/55 64 2 13

No

Yes z_F Bachelors Manager 32 Private $16,370 Sports Car

2

7 Highly Urban/ Urban

0

64 0 10

No

Yes M Bachelors Professional 9 Commercial $11,400 Pickup

3 $0 Highly Urban/ Urban

0

64 1 9

No $0 Yes M Bachelors Student 22 Commercial $6,500 Pickup $0 0 $0 10 Highly Urban/ Urban

1

64 2

No

Yes z_F Bachelors Professional 9 Private $12,930 z_SUV

1 $6,170 10 Highly Urban/ Urban

0

64 0 8

No $0 z_No z_F Masters Manager 25 Private $9,490 Sports Car $0 0

17 Highly Urban/ Urban

1

64 2 13

Yes

z_No z_F

Pickup

3

6 Highly Urban/ Urban

1 8/30/55 64 1 9

No

Yes z_F Bachelors z_Blue Collar 19 Commercial $17,630 Minivan $0 0 $0 Highly Urban/ Urban

0 8/30/55 64 1 14

No

Yes z_F $28,499

2 $0 1 z_Highly Rural/ Rural

1

64 2 14

No

Yes z_F z_High School Home Maker 43 Private $7,260 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0 8/29/55 64 0 14

No

Yes z_F Bachelors Home Maker 44 Private $16,690 Sports Car $0 0 $0 z_Highly Rural/ Rural

0

64 0 12 $92,673 No

Yes M Masters 20 Commercial $11,020 Pickup $0 0 $0 14 Highly Urban/ Urban

0 8/27/55 64 2 16

No

Yes z_F Masters Manager 16 Private $11,470 z_SUV

3 $0 Highly Urban/ Urban

0

64 0 11

No

Yes M Bachelors Clerical 10 Commercial

Pickup

4 $0 9 Highly Urban/ Urban

1 8/26/55 64 3 16

No

Yes z_F z_High School z_Blue Collar 5 Commercial $21,340 Minivan $0 0 $0 1 Highly Urban/ Urban

2 8/26/55 64 2 13

Yes $0 z_No M Masters 47 Commercial $19,970 Van

3

11 Highly Urban/ Urban

3

64 4 10

Yes $0 z_No z_F z_High School z_Blue Collar 50 Commercial $19,330 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

64 0 8

No

Yes M z_High School Clerical 49 Private $9,180 Minivan

2 $0 1 Highly Urban/ Urban

0

64 2 12

Yes $0 z_No z_F z_High School z_Blue Collar 30 Commercial $5,900 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 8/21/55 64 0 8

No $0 z_No M z_High School Clerical 68 Private $22,450 Minivan

1 $4,363 1 Highly Urban/ Urban

0

64 0 11

No $0 z_No z_F Masters Manager 27 Private $15,160 z_SUV $7,939 1 $0 11 Highly Urban/ Urban

0 8/18/55 64 0 9

No

Yes M Bachelors z_Blue Collar 40 Commercial $19,090 Van $0 0 $0 6 z_Highly Rural/ Rural

0 8/18/55 64 0 12 $69,357 No $0 z_No z_F Bachelors Professional 46 Private $13,240 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

64 0 11

No

Yes z_F PhD Doctor 5 Private $5,900 Sports Car $0 0 $0 Highly Urban/ Urban

0

64 2 13

No

Yes z_F z_High School z_Blue Collar 25 Private $17,120 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 8/15/55 64 0 12

No

z_No M z_High School z_Blue Collar 40 Commercial $14,200 Minivan $0 0 $0 1 Highly Urban/ Urban

0

64 1 14

No

Yes z_F Bachelors Manager 9 Private $5,900 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 8/14/55 64 0 11

No

z_No M Masters Professional 28 Commercial

Panel Truck $41,477 2 $0 16 Highly Urban/ Urban

0

64 0 11

No

Yes M z_High School Student 56 Private $6,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

64 2 13

No

Yes M $7,458

1 $0 1 Highly Urban/ Urban

2 8/9/55 64 4 17 No

Yes M z_High School z_Blue Collar 26 Commercial $6,420 Minivan

2 $0 1 Highly Urban/ Urban

0

64 0 14

No

Yes z_F Masters 5 Commercial $19,800 Pickup

1 $0 9 Highly Urban/ Urban

0 8/8/55 64 0 0 $0 No

z_No z_F z_High School Home Maker 72 Private $20,230 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 8/8/55 64 0 13

No $0 z_No M Masters Lawyer 14 Private $14,860 Minivan $0 0 $0 17 Highly Urban/ Urban

1

64 2 12

No Yes z_F Masters Home Maker 26 Private $16,150 Minivan $0 0 $0 14 Highly Urban/ Urban

1

64 2 11

Yes

z_No z_F Masters Manager 17 Private $5,900 z_SUV

2 $0 13 Highly Urban/ Urban

0 8/6/55 64 2 13

No

Yes M z_High School z_Blue Collar 47 Commercial $18,580 Van $0 0 $0 1 z_Highly Rural/ Rural

0

64 3 11

No Yes M Bachelors Professional 24 Private

Minivan $6,935 2 $0 8 Highly Urban/ Urban

0

64 0 9

No $0 z_No z_F Bachelors z_Blue Collar 69 Commercial $5,900 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1 8/4/55 64 3 15

No

Yes z_F z_High School Clerical 43 Private $12,300 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

2 8/4/55 64 2 11

Yes $0 z_No z_F Bachelors Manager 38 Private

Minivan

2

7 Highly Urban/ Urban

0

64 0 0 $0 No

Yes z_F z_High School Home Maker 36 Private $1,500 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

1

65 1 9

Yes $0 z_No z_F $3,560

z_SUV $0 0

7 Highly Urban/ Urban

0 8/2/55 65 2 14

No

Yes z_F z_High School Clerical 5 Private $17,810 Minivan $0 0 $0 8 Highly Urban/ Urban

1

65 1

No

Yes z_F z_High School Manager 27 Private $11,740 z_SUV

2 $0 1 Highly Urban/ Urban

0

65 0 0 $0 No $0 z_No z_F Masters Home Maker 21 Private $16,560 Minivan $0 0 $0 12 Highly Urban/ Urban

0

65 0 9

No $0 z_No z_F Bachelors Professional 25 Private $6,220 Sports Car $0 0

1 Highly Urban/ Urban

0

65 0 12

No

Yes z_F z_High School Clerical 27 Private $10,960 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 7/27/55 65 1 0 $0 No $0 Yes M Bachelors Student 12 Private $1,500 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

65 2 15

Yes $0 z_No M Masters 24 Commercial $4,850 Pickup $0 0 $0 16 Highly Urban/ Urban

0

65 0 11

No

z_No M Bachelors Clerical 51 Private $19,120 Minivan $0 0 $5,818 1 Highly Urban/ Urban

0 7/25/55 65 0 0 $0 No $0 z_No z_F PhD Home Maker 26 Private $22,490 Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/25/55 65 0 0 $0 No $0 z_No z_F PhD Home Maker 26 Private $5,900 z_SUV

2 $0 15 Highly Urban/ Urban

0

65 2 15

Yes

z_No z_F z_High School z_Blue Collar 35 Commercial $22,050 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

2

65 3 14 $47,231 No

Yes z_F z_High School Clerical 31 Private $18,170 Pickup $0 0 $0 10 Highly Urban/ Urban

0

65 0 13

No

z_No M Bachelors Professional 38 Private $5,960 Pickup $0 0 $0 17 Highly Urban/ Urban

0 7/20/55 65 2 0 $0 No $0 Yes z_F Bachelors Student 23 Commercial $12,450 z_SUV $2,457 2 $0 8 z_Highly Rural/ Rural

1

65 3 0 $0 No $0 Yes z_F Bachelors Student 31 Private $5,900 Sports Car $1,097 2 $0 11 Highly Urban/ Urban

0

65 2 14

No

Yes M PhD Doctor 11 Private $5,900 Pickup

1 $0 0 Highly Urban/ Urban

0 7/18/55 65 0 12

No

z_No z_F PhD Doctor 25 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

65 0 10

No

z_No M z_High School z_Blue Collar 26 Commercial $2,330 Minivan $0 0 $0 1 Highly Urban/ Urban

1 7/17/55 65 1 14

No Yes M z_High School Clerical 26 Commercial $8,260 Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

65 0 11

No

Yes M Masters Manager 30 Commercial $22,830 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 7/16/55 65 0 11

No

z_No z_F

0

65 0 11

No

z_No M z_High School Professional 41 Private $15,320 Minivan $0 0 $0 1 Highly Urban/ Urban

0

65 3 15 No

Yes z_F Masters Lawyer 47 Private $1,500 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 7/14/55 65 3 15 No $155,178 Yes z_F Masters Lawyer 39 Private

Minivan $0 0 $6,111 16 Highly Urban/ Urban

0 7/14/55 65 1

No

Yes z_F Masters Lawyer 35 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

65 0 11

No $0 z_No M Masters 65 Commercial $6,980 Pickup $0 0 $0 15 Highly Urban/ Urban

1 7/13/55 65 2 15

No

Yes z_F Masters Lawyer 21 Private $2,740 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 7/13/55 65 0 0 $0 No

Yes z_F z_High School Home Maker 65 Private $5,900 z_SUV

1

7 Highly Urban/ Urban

1

65 3 9

No $0 Yes z_F z_High School Student 12 Private $5,900 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

2

65 4 0 $0 No $0 Yes z_F z_High School Student 46 Private $7,030 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

2

65 2 0 $0 No

Yes z_F z_High School Home Maker 8 Private $5,900 z_SUV $3,338 3 $0 11 Highly Urban/ Urban

1 7/6/55 65 3 12

No

Yes z_F z_High School z_Blue Collar 34 Commercial

Van

2 $0 8 Highly Urban/ Urban

2

65 3 14

Yes

z_No M Masters Manager 61 Commercial $23,140 Panel Truck $0 0 $0 17 Highly Urban/ Urban

2

65 2

No

Yes z_F Bachelors Manager 26 Private $16,540 Pickup $0 0 $0 7 Highly Urban/ Urban

1

65 3 12

No

Yes M PhD 27 Commercial $29,390 Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 7/2/55 65 0 14

No $0 z_No z_F PhD Doctor 32 Private $24,600 Pickup

2 $0 13 Highly Urban/ Urban

0

65 0 13

No

Yes z_F Masters 22 Private $5,900 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

65 2 14

No

Yes z_F Bachelors Professional 42 Private

z_SUV $0 0 $0 4 Highly Urban/ Urban

0 6/30/55 65 2 14 $62,721 No $165,941 Yes z_F Bachelors Professional 42 Private $15,290 z_SUV

1 $0 4 Highly Urban/ Urban

0

65 2 17

No

Yes M

Panel Truck $0 0

6 Highly Urban/ Urban

2

65 2 0 $0 No $0 Yes M

0 6/28/55 65 0 10

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $13,930 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 6/28/55 65 0 12 $22,960 No

Yes M z_High School z_Blue Collar 21 Commercial $11,690 Pickup $0 0

10 Highly Urban/ Urban

0 6/28/55 65 2 15

Yes

z_No z_F Bachelors Manager 51 Private

Sports Car

1 $0 9 Highly Urban/ Urban

0

65 1 $0 No

Yes z_F Masters Home Maker 19 Private

Sports Car $2,219 2 $0 13 Highly Urban/ Urban

2

65 2 13

No

Yes M Masters Manager 28 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

1

65 1 16

No

Yes M PhD Professional 16 Commercial

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

0

65 2 9

Yes z_No M Bachelors Manager 19 Commercial

Panel Truck $5,117 2 $0 12 Highly Urban/ Urban

0 6/24/55 65 0 11

No

z_No z_F Masters Lawyer 28 Private $30,660 Minivan $0 0 $0 20 Highly Urban/ Urban

0 6/24/55 65 0 12

No $0 Yes M z_High School Student 8 Commercial $9,160 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

65 0 4

No

Yes M Masters 51 Commercial $6,720 Pickup $0 0 $0 10 Highly Urban/ Urban

0

65 4 15

No $134,937 Yes z_F z_High School Clerical 80 Private $24,910 Pickup $0 0 $0 1 Highly Urban/ Urban

0

65 0 14

No $0 z_No M z_High School Professional 11 Private $16,550 Van

2 $0 13 Highly Urban/ Urban

1

65 1 11

Yes $0 z_No z_F z_High School Clerical 15 Private

Sports Car $4,321 3

3 Highly Urban/ Urban

0

65 3 12

No

Yes M Masters Manager 37 Commercial $22,830 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 6/17/55 65 3 12 $69,620 No $239,561 Yes M Masters Manager 37 Private $12,860 Minivan $0 0 $0 15 Highly Urban/ Urban

0

65 2 13

No

Yes M z_High School Manager 23 Commercial $11,630 Pickup $0 0 $0 1 Highly Urban/ Urban

0 6/13/55 65 2 13 $57,267 No $208,613 Yes M z_High School Manager 23 Commercial $25,570 Panel Truck

2 $0 1 Highly Urban/ Urban

0

65 0 12

No

Yes M PhD 29 Commercial $23,490 Panel Truck $0 0 $0 23 Highly Urban/ Urban

1

65 1 12

No

Yes z_F

0 6/9/55 65 0 8

No $0 z_No M Masters Manager 23 Private $10,630 Pickup

1 $0 14 Highly Urban/ Urban

0

65 0 6

No

z_No z_F Bachelors Clerical 30 Private $10,690 Minivan $2,513 3 $0 8 Highly Urban/ Urban

0

65 0 12 $6,591 No

z_No z_F

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 6/7/55 65 2 14

No Yes z_F Bachelors Manager 5 Private $22,700 Minivan $0 0 $0 4 Highly Urban/ Urban

0 6/7/55 65 2 11

Yes $0 z_No M

Van

4 $0 6 z_Highly Rural/ Rural

0

65 0 4

No $0 z_No M Bachelors Manager 29 Commercial

Van

4 $0 14 Highly Urban/ Urban

0

65 2 12

Yes $0 z_No M $23,949

1 $0 1 Highly Urban/ Urban

0

65 0 13

No

Yes z_F Masters Manager 24 Private $26,770 Minivan $0 0 $0 11 Highly Urban/ Urban

0

65 2 13

No $0 Yes M z_High School Student 17 Commercial $6,960 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/31/55 65 0 7

No

Yes z_F z_High School z_Blue Collar 16 Commercial $12,780 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

65 2 7

Yes $0 z_No z_F $4,301

6 Highly Urban/ Urban

0

65 0 0

No

Yes z_F Bachelors Home Maker 14 Private $8,130 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 5/28/55 65 0 $0 No $0 z_No z_F Masters Home Maker 27 Private $5,900 z_SUV $0 0

11 Highly Urban/ Urban

0

65 2 11

No Yes z_F PhD Doctor 37 Private $18,490 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 5/25/55 65 2 12

No

Yes M Bachelors z_Blue Collar 19 Commercial

Panel Truck $0 0 $0 12 z_Highly Rural/ Rural

0

65 2 9

No

Yes z_F Bachelors Professional 35 Private

Van $0 0 $0 8 z_Highly Rural/ Rural

0 5/24/55 65 2 9 $91,785 No $288,497 Yes z_F Bachelors Professional 35 Private $16,060 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

65 3 12

No

Yes z_F z_High School Clerical 50 Commercial $23,950 Panel Truck $0 0 $0 6 Highly Urban/ Urban

0 5/23/55 65 2 0 $0 No $0 Yes M z_High School Student 25 Private $15,070 Minivan $0 0

9 z_Highly Rural/ Rural

0

65 0 15

No

Yes M Bachelors Clerical 40 Private $8,920 Minivan

2 $0 8 Highly Urban/ Urban

0

65 0 12 $43,650 No

Yes z_F Masters Lawyer 32 Private $10,270 Sports Car $0 0 $0 11 Highly Urban/ Urban

1 5/18/55 65 2 8

Yes z_No M Bachelors Professional 43 Private $10,700 Minivan $0 0

9 Highly Urban/ Urban

1 5/18/55 65 2 8 $42,408 Yes z_No M Bachelors Professional 43 Commercial

Pickup $0 0

9 Highly Urban/ Urban

1

65 1 11

No

Yes z_F z_High School Clerical 12 Private

z_SUV

1 $0 1 Highly Urban/ Urban

0

65 1 5

Yes

z_No z_F z_High School Clerical 45 Private

Minivan $7,700 1 $0 6 Highly Urban/ Urban

1 5/16/55 65 1 11 No

Yes z_F z_High School Clerical 22 Private $16,880 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

65 0 10

No

z_No z_F Masters Professional 51 Private $11,010 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

65 4 16

No

Yes M

0 5/14/55 65 4 16 $58,069 No Yes M

Pickup $0 0 $0 1 Highly Urban/ Urban

1

65 2 11

No

Yes M z_High School Clerical 20 Private $17,640 Van $3,863 1 $0 10 Highly Urban/ Urban

0

65 2 0 $0 Yes $0 z_No z_F PhD Doctor 39 Private $23,570 Minivan

3

17 Highly Urban/ Urban

0 5/11/55 65 2 11

Yes

z_No M

0 5/11/55 65 3 17

Yes $0 z_No z_F z_High School Clerical 47 Private

z_SUV

3

1 Highly Urban/ Urban

1

65 3 0 $0 No $0 Yes z_F z_High School Student 57 Private $7,900 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 5/9/55 65 1 12

No

Yes M Bachelors Professional 24 Private $11,180 Minivan $0 0 $0 1 Highly Urban/ Urban

0

65 0 9

No

Yes z_F z_High School z_Blue Collar 34 Commercial $13,460 Minivan $7,250 3

5 Highly Urban/ Urban

1

65 3 15

No

Yes M z_High School Clerical 46 Commercial $7,100 Pickup $0 0 $0 3 z_Highly Rural/ Rural

1

65 2 12

Yes $0 z_No z_F z_High School z_Blue Collar 23 Commercial $13,280 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

65 0 12 $3,985 No

z_No M z_High School Student 17 Private $15,350 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

65 1 11

No

Yes M z_High School z_Blue Collar 48 Commercial

Panel Truck $0 0 $3,844 8 Highly Urban/ Urban

0 5/1/55 65 1 11 $48,374 No Yes M z_High School z_Blue Collar 48 Commercial $10,740 Pickup $0 0 $0 8 Highly Urban/ Urban

0

65 0 8 No

Yes z_F Masters Lawyer 29 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

1 4/30/55 65 1 13 No

Yes M Bachelors z_Blue Collar 47 Commercial $16,270 Van $0 0 $0 9 z_Highly Rural/ Rural

0 4/30/55 65 0 10 No

z_No z_F Bachelors z_Blue Collar 29 Commercial $15,810 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

65 0 13

No $0 z_No z_F z_High School Professional 35 Private $17,930 z_SUV

2

Highly Urban/ Urban

0

65 0 12

No

,508

z_No M PhD Lawyer 49 Private $13,890 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 4/27/55 65 0 8

No

Yes M Masters Lawyer 20 Private $22,000 Minivan $0 0 $0 15 Highly Urban/ Urban

0

65 0 14

No

Yes z_F Masters Manager 31 Private $16,020 Minivan $0 0 $0 18 Highly Urban/ Urban

0 4/25/55 65 0 14 $134,967 No $335,456 Yes z_F Masters Manager 31 Private $20,580 Pickup $0 0 $0 18 Highly Urban/ Urban

0

65 0 13

No

Yes z_F z_High School z_Blue Collar 38 Private $5,800 Sports Car $0 0 $4,042 1 Highly Urban/ Urban

3 4/24/55 65 4 0 $0 Yes $0 z_No z_F z_High School Student 17 Private $1,500 Sports Car $2,602 3

9 Highly Urban/ Urban

2

65 2 9

No

Yes M Bachelors z_Blue Collar 15 Commercial $12,410 Minivan $0 0 $0 z_Highly Rural/ Rural

1 4/22/55 65 1 15 No

Yes M z_High School z_Blue Collar 5 Commercial $17,730 Van

1

6 Highly Urban/ Urban

1

65 1 0 $0 No $0 Yes M z_High School Student 20 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

65 0 0 $0 No

Yes z_F Bachelors Home Maker 28 Private $14,190 Sports Car

2 $0 8 Highly Urban/ Urban

0 4/20/55 65 0 0 $0 No $0 z_No M z_High School Student 40 Commercial $5,900 Minivan

1

7 Highly Urban/ Urban

0

65 3 19

No

Yes z_F

0

65 0 12

No

Yes z_F Bachelors Clerical 35 Private $11,240 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

1

65 2 14

No

Yes z_F

2 4/16/55 65 2 14

No

Yes z_F z_High School Home Maker 25 Private $6,420 z_SUV

2

1 Highly Urban/ Urban

0

65 0 10

No $0 z_No M Masters 21 Commercial

Panel Truck

3

10 Highly Urban/ Urban

0 4/15/55 65 0 9

No $0 z_No z_F Masters Lawyer 31 Private

Pickup $0 0 $0 12 Highly Urban/ Urban

0

65 0

No $0 z_No M PhD 40 Commercial

Panel Truck $3,348 2

19 Highly Urban/ Urban

0 4/14/55 65 2 14 $16,800 No

Yes z_F

0 4/14/55 65 2 14

No

Yes z_F Masters Lawyer 41 Private $17,640 Minivan $0 0 $0 15 Highly Urban/ Urban

2

65 3 4

No

Yes z_F z_High School z_Blue Collar 23 Commercial

z_SUV

1 $0 5 Highly Urban/ Urban

0 4/13/55 65 3 12

No

Yes M Bachelors Professional 23 Private $5,900 Pickup $0 0 $0 1 z_Highly Rural/ Rural

1

65 1 11

Yes $0 z_No z_F z_High School Clerical 54 Private $9,260 Minivan $0 0 $0 1 Highly Urban/ Urban

0

65 0 12 $100,046 No

Yes z_F

1 4/11/55 65 3 12

No

Yes z_F z_High School Clerical 58 Private $26,670 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 4/11/55 65 0 12 $100,046 No $238,931 Yes z_F

1

65 2 17

No

Yes M Bachelors Manager 16 Private $22,090 Minivan $0 0 $0 12 Highly Urban/ Urban

0 4/9/55 65 0 12 $87,190 No

Yes M Masters 36 Commercial $24,900 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

65 0 8 $27,127 No z_No z_F

Minivan

2 $0 1 Highly Urban/ Urban

0

65 2 14

No

Yes z_F Bachelors z_Blue Collar 24 Commercial

Minivan

3 $0 1 Highly Urban/ Urban

0

65 1

No

Yes z_F Masters Lawyer 49 Private $20,210 Minivan $0 0 $0 16 z_Highly Rural/ Rural

0 4/5/55 65 1 $67,278 No $220,556 Yes z_F Masters Lawyer 49 Private $5,330 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0 4/5/55 65 2 0 $0 No $0 Yes z_F z_High School Student 22 Commercial $1,500 z_SUV

2

9 Highly Urban/ Urban

0

65 0 0 $0 No $0 Yes M z_High School Student 50 Commercial $17,700 Van $0 0 $0 12 Highly Urban/ Urban

2

65 3 13

No

Yes M z_High School z_Blue Collar 30 Commercial $28,580 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/31/55 65 0 11

No

Yes z_F Masters Lawyer 45 Private $10,260 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 3/31/55 65 1 13

No

Yes z_F z_High School z_Blue Collar 28 Commercial $30,000 Panel Truck

1 $0 6 Highly Urban/ Urban

0

65 0 5

No

Yes M Bachelors Professional 21 Private $14,820 Minivan $0 0 $0 15 Highly Urban/ Urban

0 3/30/55 65 2 15 No

Yes z_F Bachelors Professional 5 Private $19,190 z_SUV $0 0 $0 Highly Urban/ Urban

0

65 2 14

No

Yes z_F Bachelors z_Blue Collar 26 Commercial

z_SUV

2

12 Highly Urban/ Urban

0 3/29/55 65 0 10

No

Yes M Masters 39 Commercial

Panel Truck

3

13 Highly Urban/ Urban

0

65 0 8

No Yes M Bachelors Manager 52 Private $5,900 Pickup $0 0 $0 12 Highly Urban/ Urban

0 3/27/55 65 3 17

No

Yes z_F z_High School Clerical 24 Private $12,930 z_SUV

2 $0 1 Highly Urban/ Urban

0

65 0 9

No $0 Yes z_F z_High School Student 9 Private $29,160 Minivan $1,830 2 $0 7 Highly Urban/ Urban

2

65 2 8

Yes $0 z_No M Masters Manager 42 Commercial

Panel Truck $0 0

19 Highly Urban/ Urban

2 3/23/55 65 2 8 $152,292 Yes $0 z_No M Masters Manager 42 Private $21,130 Minivan

3 $0 19 Highly Urban/ Urban

0

65 2 13

No Yes M

0

65 0 12

No $0 z_No z_F z_High School z_Blue Collar 41 Commercial $5,900 Sports Car $0 0 $3,585 1 z_Highly Rural/ Rural

0

65 0 11

No

z_No z_F Masters Lawyer 43 Private $5,900 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/17/55 65 0 2

No

Yes M

1 $0 Highly Urban/ Urban

0 3/17/55 65 0 11 $178,864 No $428,679 z_No z_F Masters Lawyer 43 Private $23,790 Pickup $0 0 $0 15 Highly Urban/ Urban

0

65 0 6

No $0 z_No z_F PhD Doctor 14 Private $16,790 z_SUV

1

19 Highly Urban/ Urban

0

65 2 13

Yes

z_No M z_High School z_Blue Collar 34 Commercial $15,440 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/14/55 65 1 13

No Yes z_F z_High School Clerical 22 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

65 0 12

No

Yes M $40,941

1 Highly Urban/ Urban

0 3/13/55 65 0 12 $51,279 No $200,803 Yes M

0

65 0 10

No

Yes z_F Masters Lawyer 37 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

1

65 2 17

Yes $0 z_No M Masters 32 Commercial $21,970 Van $0 0 $5,692 Highly Urban/ Urban

0 3/11/55 65 3 0 $0 Yes $0 z_No z_F Masters Home Maker 86 Private $10,460 Sports Car $0 0

18 z_Highly Rural/ Rural

1 3/11/55 65 2 17 $204,668 Yes $0 z_No M Masters 32 Private

Minivan $14,010 2 $0 Highly Urban/ Urban

0 3/11/55 65 0 0 $0 No $0 z_No M Bachelors Student 66 Commercial $1,500 Minivan $4,042 3 $0 11 Highly Urban/ Urban

0

65 0 13

No

Yes z_F z_High School Manager 9 Private $8,620 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

65 0 12

No

Yes M z_High School Clerical 23 Private

Pickup

1 $0 1 Highly Urban/ Urban

0

65 2 11

No

Yes z_F PhD Doctor 35 Private $24,740 Pickup $0 0 $0 14 Highly Urban/ Urban

0 3/7/55 65 2 11 $188,428 No $497,746 Yes z_F PhD 35 Commercial

Pickup $0 0 $0 14 Highly Urban/ Urban

0

65 0 14

No

Yes z_F Masters Manager 41 Private $14,090 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 3/6/55 65 0 10

No

z_No M Bachelors Professional 35 Private $13,940 Minivan

3 $0 7 Highly Urban/ Urban

0

65 1 11

No

Yes M z_High School z_Blue Collar 49 Commercial $5,900 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/5/55 65 0 12

No $0 z_No M z_High School Manager 45 Private $12,230 Minivan $5,571 2 $0 9 Highly Urban/ Urban

0

65 0 11

No $0 z_No M PhD Lawyer 24 Private $21,160 Van $0 0 $0 12 Highly Urban/ Urban

0 3/4/55 65 3 13 No

Yes z_F Masters Lawyer 25 Private $15,450 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/4/55 65 0

No $0 z_No z_F Masters Lawyer 47 Private $6,810 z_SUV

3 $0 12 Highly Urban/ Urban

0 3/4/55 65 0 12

No $0 z_No M $7,536

1 $0 1 Highly Urban/ Urban

0

65 0 11

No Yes M Bachelors Professional 60 Private $5,900 Pickup $0 0 $0 11 Highly Urban/ Urban

3

65 3

No

Yes M Masters 37 Commercial

Panel Truck $3,440 1

16 Highly Urban/ Urban

0

65 0 11

No

Yes z_F z_High School Professional 21 Private $15,960 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/28/55 65 1 9 $67,373 Yes $0 z_No M z_High School Manager 15 Commercial $32,460 Panel Truck

4 $0 1 Highly Urban/ Urban

0 2/28/55 65 2 14

No

Yes z_F PhD Doctor 24 Private $14,670 z_SUV $0 0 $0 18 Highly Urban/ Urban

1 2/28/55 65 2

No

Yes M $3,454

1 Highly Urban/ Urban

2 2/28/55 65 4 14

No $178,708 Yes z_F $1,257

6 Highly Urban/ Urban

0 2/27/55 65 2 14

No

Yes z_F z_High School Clerical 88 Private $8,270 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

65 3 16

Yes $0 z_No M z_High School Professional 38 Private $12,380 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/26/55 65 0 12 No

Yes M Bachelors z_Blue Collar 33 Commercial $20,760 Minivan $0 0 $5,575 10 Highly Urban/ Urban

0 2/26/55 65 0 4 $31,473 No $0 z_No z_F Bachelors Professional 36 Private $5,900 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

65 2 13

No

Yes z_F z_High School Clerical 35 Private $10,910 z_SUV $0 0 $3,887 1 Highly Urban/ Urban

0 2/25/55 65 0 5

No

Yes M z_High School z_Blue Collar 22 Private $6,640 Pickup $0 0 $0 6 Highly Urban/ Urban

2 2/24/55 65 3 10

No

Yes z_F Masters 24 Commercial $15,310 Pickup

1 $0 13 Highly Urban/ Urban

0 2/22/55 65 0 12

No $0 z_No z_F Bachelors Professional 29 Private $17,960 z_SUV

1

15 Highly Urban/ Urban

0 2/21/55 65 2 0 $0 No $0 Yes z_F z_High School Student 38 Private $14,460 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 2/20/55 65 3 0 No

Yes z_F z_High School Home Maker 39 Private $5,900 z_SUV $0 0

1 Highly Urban/ Urban

0 2/18/55 65 0 9

No

Yes z_F Bachelors Professional 9 Private $23,640 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/16/55 65 0 12 No $0 z_No z_F z_High School z_Blue Collar 32 Commercial

z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/16/55 65 0 13

No $0 z_No z_F

0 2/15/55 65 2 14 $20,676 No

Yes z_F z_High School Professional 51 Private

z_SUV $0 0

9 Highly Urban/ Urban

0

65 0 $27,222 No $0 z_No M

1 2/14/55 65 2 10

No

Yes z_F z_High School Clerical 41 Private $12,880 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/14/55 65 3 16

No

Yes z_F $6,733

1

8 Highly Urban/ Urban

3 2/14/55 65 4 18

No

Yes M z_High School Manager 17 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/14/55 65 2 15 No

Yes z_F

1 2/14/55 65 2 10 $39,077 No $154,749 Yes z_F z_High School Clerical 41 Commercial $20,990 Pickup $0 0 $0 z_Highly Rural/ Rural

0

65 4 18

No

Yes M Masters 15 Commercial $5,900 Pickup $0 0 $0 16 Highly Urban/ Urban

2 2/13/55 65 3 14

Yes $0 z_No z_F $4,614

5 Highly Urban/ Urban

0 2/11/55 65 0 7

No

Yes M Bachelors z_Blue Collar 23 Commercial $15,200 Minivan

2 $0 5 Highly Urban/ Urban

0 2/11/55 65 3 8

No Yes M z_High School z_Blue Collar 20 Commercial $13,680 Minivan

3 $0 9 Highly Urban/ Urban

2 2/11/55 65 2 16 Yes

z_No z_F PhD Manager 28 Private $18,180 Minivan $0 0 $0 15 Highly Urban/ Urban

1

65 1 11

Yes

z_No z_F PhD Doctor 48 Private

z_SUV

4

19 Highly Urban/ Urban

0 2/6/55 65 0 9

No $0 z_No z_F Masters Lawyer 39 Private

z_SUV

1 $0 16 Highly Urban/ Urban

0 2/6/55 65 0 9 $124,829 No z_No z_F Masters 39 Commercial $31,810 Pickup $0 0

16 Highly Urban/ Urban

0

65 2 7

No

Yes z_F z_High School Clerical 20 Private $10,280 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 2/5/55 65 2 13

Yes

z_No z_F Masters Manager 49 Private $11,500 z_SUV $0 0 $0 11 Highly Urban/ Urban

2 2/5/55 65 3 12 $2,511 Yes $0 z_No z_F z_High School Student 60 Private $17,370 Sports Car $0 0

7 z_Highly Rural/ Rural

0 2/2/55 65 0 11

No $0 z_No M PhD 11 Commercial

Panel Truck

2 $0 16 Highly Urban/ Urban

2 2/2/55 65 3 15 $23,270 Yes $0 z_No M

2 $0 5 z_Highly Rural/ Rural

0 2/2/55 65 2 14

No

Yes z_F

0 2/1/55 65 0 9

No

z_No M z_High School z_Blue Collar 11 Commercial $12,680 Minivan

4 $0 5 Highly Urban/ Urban

0

65 2 15

No

Yes z_F z_High School Clerical 30 Private $11,100 Pickup

2 $0 1 Highly Urban/ Urban

0 1/31/55 65 3 0 $0 No

Yes z_F z_High School Home Maker 43 Private $11,530 Sports Car

2 $0 1 Highly Urban/ Urban

1 1/31/55 65 1 13

No

Yes M Masters Professional 41 Private

Minivan

1

16 Highly Urban/ Urban

0 1/31/55 65 0 10

No

Yes M Bachelors Clerical 5 Private $14,830 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/31/55 65 0 11

No

Yes M z_High School z_Blue Collar 34 Commercial $11,330 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/28/55 65 0 11

No

z_No M Bachelors Manager 27 Private

Pickup

3 $0 11 Highly Urban/ Urban

0 1/28/55 65 0 12

No

Yes z_F Masters Lawyer 53 Private $15,660 z_SUV

2 $0 7 Highly Urban/ Urban

0 1/26/55 65 1 11

No

Yes M PhD 45 Commercial $24,900 Panel Truck $0 0 $0 12 Highly Urban/ Urban

1 1/25/55 65 2 13

No

Yes z_F

z_SUV $3,008 3 $0 7 Highly Urban/ Urban

0 1/24/55 65 0 11

No $0 z_No M PhD Doctor 47 Private $1,500 Minivan

1 $0 18 Highly Urban/ Urban

0 1/24/55 65 0 11

No

Yes M Bachelors Manager 44 Commercial $6,040 Pickup $0 0 $0 14 Highly Urban/ Urban

0 1/24/55 65 0 13

No

Yes z_F Bachelors Manager 21 Private $16,330 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 1/23/55 65 0 12 No

z_No M

0 1/23/55 65 1 15

No

Yes z_F Bachelors Manager 22 Private $22,060 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/23/55 65 0 12 No $228,990 z_No M

2 1/22/55 65 2 13

No

Yes z_F Masters Professional 21 Private $10,320 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 1/22/55 65 1 10

Yes

z_No M Bachelors Manager 45 Private $19,860 Van

1 $0 8 Highly Urban/ Urban

2 1/20/55 65 2 0 No

Yes z_F Bachelors Home Maker 38 Private

z_SUV

2 $0 7 Highly Urban/ Urban

0 1/19/55 65 0 13

No

Yes M Bachelors Manager 43 Private $13,250 Minivan $0 0 $0 11 Highly Urban/ Urban

1 1/18/55 65 2 12

Yes $0 z_No z_F z_High School z_Blue Collar 8 Commercial

z_SUV $0 0 $0 5 Highly Urban/ Urban

1

65 3 15

Yes $0 z_No z_F z_High School Clerical 28 Private $9,070 z_SUV

3 $3,136 1 Highly Urban/ Urban

0 1/14/55 65 2 14

No

Yes M z_High School z_Blue Collar 14 Commercial $5,910 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/14/55 65 0 9

No

Yes z_F z_High School z_Blue Collar 23 Commercial $11,210 z_SUV

1 $6,961 8 Highly Urban/ Urban

0 1/13/55 65 3 17 $49,098 No

Yes M Bachelors z_Blue Collar 33 Commercial $5,900 Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 1/13/55 65 2 10

No

Yes z_F

0 1/12/55 65 0 6

No

Yes z_F Masters Lawyer 10 Private $7,930 z_SUV $2,772 2 $0 17 Highly Urban/ Urban

0 1/12/55 65 0 10

No $0 z_No M Masters Lawyer 52 Private $17,160 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/11/55 65 1 11 $1,769 Yes $0 z_No z_F z_High School Home Maker 48 Private $6,080 z_SUV

2 $0 8 Highly Urban/ Urban

0

65 3 0 $0 No

Yes z_F Bachelors Home Maker 21 Private $6,200 Pickup $0 0 $0 1 Highly Urban/ Urban

2 1/10/55 65 3 13

No

Yes M $8,183

2

1 Highly Urban/ Urban

2 1/10/55 65 3 13 $18,154 No $108,984 Yes M $3,401

2

1 Highly Urban/ Urban

1

65 3 14

No

Yes z_F z_High School z_Blue Collar 15 Commercial $9,980 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

65 0 11

No Yes M Bachelors Manager 31 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 1/7/55 65 1 15

No Yes M z_High School z_Blue Collar 44 Commercial $17,200 Van $0 0 $0 1 z_Highly Rural/ Rural

2 1/5/55 65 2 16

No

Yes M z_High School Clerical 25 Private $5,900 Minivan $0 0 $0 0 z_Highly Rural/ Rural

1 1/3/55 65 2 14

Yes $0 z_No z_F

0 1/3/55 65 1 16

Yes

z_No M Bachelors Professional 13 Commercial

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

2 1/2/55 65 2 14

No

Yes z_F $25,276

1 $0 Highly Urban/ Urban

0 1/2/55 65 0 12

No $0 z_No z_F

0 1/2/55 65 0 13

No

Yes z_F z_High School Clerical 84 Commercial

Pickup $0 0 $0 6 Highly Urban/ Urban

0 1/2/55 65 0 12 $5,069 No $0 z_No z_F $8,026

1 $0 1 Highly Urban/ Urban

1 1/1/55 65 3 16

No

Yes M PhD 34 Commercial $5,900 Pickup $0 0 $4,537 11 Highly Urban/ Urban

2

65 3 12

No

Yes M z_High School z_Blue Collar 19 Commercial $20,380 Van

1 $0 1 Highly Urban/ Urban

1

65 1 7

No $0 Yes z_F

1

65 2 15

No

Yes M z_High School z_Blue Collar 29 Commercial $10,510 Pickup

3

1 Highly Urban/ Urban

0 12/29/54 65 2 17

Yes

z_No z_F Bachelors Manager 53 Private

z_SUV $0 0

9 Highly Urban/ Urban

0

65 2 13

No

Yes M Bachelors z_Blue Collar 43 Commercial $11,140 Pickup

3 $0 12 Highly Urban/ Urban

0

65 2 16

No

Yes M Bachelors z_Blue Collar 27 Commercial $20,040 Van $0 0 $0 13 Highly Urban/ Urban

0

65 0 13

No

Yes z_F z_High School Clerical 23 Private $25,570 z_SUV

2 $0 1 Highly Urban/ Urban

0 12/25/54 65 2 14 No

Yes z_F Bachelors z_Blue Collar 5 Commercial $21,790 Minivan $0 0 $0 1 Highly Urban/ Urban

1

65 2 2

Yes

z_No z_F Masters Manager 32 Private $25,040 Sports Car

1 $0 18 Highly Urban/ Urban

0 12/24/54 65 3 11

Yes $148,303 z_No z_F z_High School z_Blue Collar 5 Private $9,470 z_SUV $30,328 2 $0 1 Highly Urban/ Urban

0

65 3 15

No

Yes M $40,943

2 $0 5 Highly Urban/ Urban

0 12/23/54 65 0

No

z_No M $6,921

3 $0 8 Highly Urban/ Urban

0

65 0 0 $0 No $0 Yes M

0 12/21/54 65 0 9

No

Yes M Masters 14 Commercial $21,540 Van $0 0 $0 20 Highly Urban/ Urban

0

65 0 13

No

Yes M Bachelors z_Blue Collar 48 Commercial

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

0

65 2 13

No

Yes z_F z_High School Manager 52 Private

Sports Car $0 0 $0 Highly Urban/ Urban

1

65 3 12

Yes

z_No M z_High School Professional 23 Private $15,310 Minivan $0 0 $0 1 Highly Urban/ Urban

2

65 2 10 No

Yes z_F z_High School Professional 54 Private $4,970 z_SUV $36,179 2 $0 1 z_Highly Rural/ Rural

2 12/14/54 65 2

No

Yes z_F Bachelors z_Blue Collar 23 Commercial $19,600 Minivan

3 $0 8 Highly Urban/ Urban

0 12/14/54 65 2 13

Yes

z_No z_F z_High School z_Blue Collar 48 Commercial $19,220 Minivan $0 0 $0 1 Highly Urban/ Urban

1

65 3 9

Yes $0 z_No z_F PhD Lawyer 49 Private $20,830 z_SUV $0 0 $20,126 10 Highly Urban/ Urban

0

65 0 7

No $0 z_No M Bachelors Professional 40 Commercial

Panel Truck

1 $0 9 Highly Urban/ Urban

3

65 3 12

Yes $0 z_No z_F z_High School z_Blue Collar 44 Commercial $3,920 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

1 12/7/54 65 2 16

No

Yes M PhD 27 Commercial

Panel Truck

4

11 Highly Urban/ Urban

1 12/7/54 65 2 15

No

Yes M Masters Professional 40 Private $13,910 Minivan $0 0 $0 15 Highly Urban/ Urban

1

65 2 5

No

Yes M

1

65 3 15

No

Yes z_F z_High School z_Blue Collar 33 Commercial $22,280 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

65 2 15

No

Yes z_F z_High School Home Maker 37 Private $10,520 z_SUV $7,838 1

1 Highly Urban/ Urban

0 12/2/54 65 2 14

Yes $0 z_No z_F Bachelors Professional 23 Private

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 12/2/54 65 0 9

No

Yes M z_High School z_Blue Collar 56 Commercial

Panel Truck

2

10 Highly Urban/ Urban

0 12/2/54 65 2 15 $16,352 No $134,164 Yes z_F z_High School Home Maker 37 Private $9,760 z_SUV $2,316 1

1 Highly Urban/ Urban

0 12/2/54 65 0 10

No

z_No M Masters 6 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0

65 0 12

No

Yes z_F z_High School z_Blue Collar 37 Commercial $7,410 z_SUV

2 $0 6 Highly Urban/ Urban

1

65 2 11 Yes $0 z_No z_F Bachelors z_Blue Collar 55 Commercial $9,830 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 11/28/54 65 0

No

Yes z_F Bachelors Professional 32 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

65 3 11

Yes $0 z_No z_F z_High School Clerical 33 Private

z_SUV $0 0

1 Highly Urban/ Urban

0

65 0 12

No

Yes z_F Masters Lawyer 35 Private $14,130 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 11/24/54 65 1 17

No

Yes z_F

0

65 0 0 $0 No $0 z_No M z_High School Student 44 Commercial $5,900 Pickup

2

Highly Urban/ Urban

0

65 2 10

No

Yes z_F Bachelors Professional 14 Private

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

0 11/21/54 65 0 12

No

Yes M Masters Lawyer 30 Private $12,170 Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/21/54 65 2 9

Yes

z_No M

0

65 0 13

No

Yes z_F z_High School Clerical 18 Commercial $16,000 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 11/20/54 65 1 12

Yes $0 z_No M z_High School Professional 36 Commercial $26,840 Panel Truck $0 0 $4,373 8 Highly Urban/ Urban

1

65 1 11

No

Yes z_F

0

65 0 12

No $0 z_No z_F Bachelors z_Blue Collar 5 Commercial $7,520 z_SUV $0 0

12 Highly Urban/ Urban

0 11/18/54 65 1 13

No

Yes z_F Bachelors z_Blue Collar 31 Private $26,420 Sports Car $0 0 $0 5 Highly Urban/ Urban

2

65 3 17 Yes $0 z_No z_F Masters Lawyer 64 Private $19,550 z_SUV $0 0 $5,458 14 Highly Urban/ Urban

0 11/17/54 65 0 0 $0 No

Yes z_F z_High School Home Maker 38 Private $23,460 Minivan $0 0 $0 1 Highly Urban/ Urban

0

65 2 12

No

Yes M z_High School Clerical 30 Private $13,730 Minivan $1,150 2 $3,930 1 Highly Urban/ Urban

0

65 0 12 $20,850 No

Yes z_F z_High School Clerical 48 Commercial $17,920 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/14/54 65 0 12 $20,850 No $129,556 Yes z_F z_High School Clerical 48 Commercial $9,590 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 11/14/54 65 3 15

Yes $0 z_No z_F

Minivan $3,636 1 $3,091 1 Highly Urban/ Urban

0

65 1 9

No

Yes z_F $29,790

Minivan

2 $0 1 Highly Urban/ Urban

2 11/13/54 65 3 14

No

Yes M Bachelors Manager 28 Private $8,310 Minivan $0 0 $0 10 Highly Urban/ Urban

0 11/13/54 65 1 9 $24,178 No $115,381 Yes z_F $7,727

3

1 Highly Urban/ Urban

1 11/13/54 65 3

Yes $0 z_No z_F Bachelors Professional 43 Private $13,810 Sports Car $7,810 1 $0 14 z_Highly Rural/ Rural

0

65 2 14

No

Yes M

0

65 3 8

No

Yes M Masters Manager 25 Private $22,410 Minivan

2 $0 0 Highly Urban/ Urban

0

65 0 10

No

Yes M z_High School z_Blue Collar 5 Commercial $13,610 Minivan $0 0 $0 1 Highly Urban/ Urban

0

65 0 12

No

Yes M Bachelors Manager 18 Private $14,730 Minivan $0 0 $0 7 Highly Urban/ Urban

0

65 0 11

No

Yes M Masters 30 Commercial $10,910 Pickup

2 $0 Highly Urban/ Urban

0

65 0 14

No

z_No z_F

1 11/7/54 65 2 7

Yes

z_No z_F Bachelors Professional 10 Private $14,560 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

1 11/7/54 65 2 7 $26,681 Yes $166,588 z_No z_F Bachelors Professional 10 Private $28,840 Pickup $0 0

13 z_Highly Rural/ Rural

0

65 2 15

No

Yes z_F

0 11/4/54 65 2 8

Yes z_No z_F Masters Lawyer 49 Private $18,010 z_SUV

1 $0 17 Highly Urban/ Urban

0

65 1 0 $0 Yes $0 z_No z_F z_High School Student 44 Private $1,500 Sports Car $0 0 $5,645 7 Highly Urban/ Urban

0

65 2 13

No Yes M Masters Professional 42 Commercial $30,030 Panel Truck

1 $0 Highly Urban/ Urban

0 11/2/54 65 0 13

No $0 Yes M

Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 11/2/54 65 0 12

No $0 z_No M PhD Manager 30 Private

Van $0 0 $0 20 Highly Urban/ Urban

0

65 3 14

No $231,278 Yes z_F Bachelors Clerical 14 Private $14,060 z_SUV

2 $0 10 Highly Urban/ Urban

0 11/1/54 65 1 11

No

Yes M Masters 46 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0

65 1 14

No

Yes M Masters Manager 35 Commercial

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

1 10/31/54 65 2 13

No

Yes M

0

65 4 15

No

Yes z_F Masters Manager 47 Private $17,010 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

65 0 9

No

z_No z_F Bachelors z_Blue Collar 47 Commercial $12,340 z_SUV

3 $0 15 Highly Urban/ Urban

0

65 0 7 $31,127 No Yes z_F Bachelors z_Blue Collar 36 Commercial $25,860 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

65 1 12

No

Yes M Masters 28 Commercial

Panel Truck

1 $0 15 Highly Urban/ Urban

0

65 2 0 $0 Yes $0 z_No z_F Masters Home Maker 23 Commercial $6,000 Sports Car $52,068 1 $0 20 Highly Urban/ Urban

0 10/22/54 65 0 11

No

Yes z_F

0 10/22/54 65 0 13

No

Yes M

Van $4,578 1 $0 5 Highly Urban/ Urban

0 10/22/54 65 0 10

No

Yes z_F Masters Professional 47 Private $11,640 z_SUV $3,731 1 $0 13 Highly Urban/ Urban

0 10/22/54 65 0 10

No

z_No M PhD Professional 36 Private $1,500 Minivan $0 0 $0 12 Highly Urban/ Urban

0

65 3 17

Yes

z_No z_F Masters Lawyer 44 Private $13,060 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

65 1 12

Yes

z_No M PhD Doctor 24 Private $14,830 Minivan

2 $0 20 Highly Urban/ Urban

0 10/18/54 65 0 9

No

Yes M Bachelors Professional 42 Private $12,180 Pickup

3 $1,479 8 Highly Urban/ Urban

0 10/18/54 65 0 9 $96,599 No $306,391 Yes M Bachelors Professional 42 Commercial $22,940 Panel Truck $6,292 1 $0 Highly Urban/ Urban

0

65 1 11

Yes $0 z_No z_F z_High School Home Maker 39 Commercial $30,050 Van $0 0 $0 1 z_Highly Rural/ Rural

0

65 0 6

No

z_No M Masters Lawyer 26 Private $15,350 Minivan $0 0 $0 19 Highly Urban/ Urban

0 10/15/54 65 0 12

No

z_No M Masters Lawyer 33 Private

Van $0 0 $0 11 z_Highly Rural/ Rural

0

65 0 12

No

Yes z_F Bachelors Manager 32 Private $7,940 Sports Car

1 $0 12 Highly Urban/ Urban

0

65 0 11

No $0 z_No M z_High School Professional 16 Commercial $11,300 Pickup

2

1 Highly Urban/ Urban

0

65 3 9

No

Yes M

3 $0 1 Highly Urban/ Urban

1

65 2 8 $62,615 No

Yes M Bachelors z_Blue Collar 49 Commercial $30,610 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

65 0 9

No

z_No M z_High School z_Blue Collar 43 Commercial $13,270 Minivan $4,740 2 $1,680 6 Highly Urban/ Urban

0 10/6/54 65 0 13

No z_No z_F Masters Lawyer 38 Private $11,810 z_SUV $0 0 $3,427 21 Highly Urban/ Urban

0 10/6/54 65 4 17

Yes

z_No z_F z_High School Student 16 Private $7,890 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/6/54 65 0 13 $103,134 No z_No z_F Masters Lawyer 38 Private $16,310 Sports Car $0 0 $0 21 Highly Urban/ Urban

0

65 0 11

No $0 z_No z_F Bachelors Manager 31 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 10/4/54 65 0 13

No

z_No M z_High School z_Blue Collar 33 Commercial $22,420 Van

1

8 Highly Urban/ Urban

0

65 2 10

Yes $0 z_No z_F z_High School Clerical 24 Private $9,290 z_SUV

4 $2,711 1 Highly Urban/ Urban

0 10/3/54 65 0 13

No $0 z_No M Masters Professional 24 Private $22,680 Minivan

2 $0 16 Highly Urban/ Urban

1

65 1 14

No

Yes z_F Masters Lawyer 52 Private $10,960 z_SUV $0 0 $0 24 Highly Urban/ Urban

0 10/2/54 65 0 10

No

z_No M z_High School Professional 32 Private

Van

1 $0 1 Highly Urban/ Urban

0

65 0 8

No

Yes z_F Bachelors Professional 37 Private $10,040 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 9/29/54 65 0 8 $40,368 No $171,248 Yes z_F Bachelors Professional 37 Private $10,040 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

65 0 10

No $0 z_No M

0

65 0 10 $22,860 No $0 z_No M

Pickup

2 $4,895 1 z_Highly Rural/ Rural

0 9/26/54 65 2 0 $0 No

Yes M $10,264

3 $2,189 1 Highly Urban/ Urban

0

65 1 15

No Yes z_F z_High School Clerical 51 Private $6,000 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 9/25/54 65 4 16

Yes $0 z_No z_F z_High School z_Blue Collar 14 Commercial $16,070 z_SUV

1 $4,804 1 Highly Urban/ Urban

0 9/25/54 65 1 15 No Yes z_F z_High School Clerical 51 Private

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

65 0 12

No

Yes z_F z_High School z_Blue Collar 53 Private $6,010 Sports Car $0 0 $0 6 Highly Urban/ Urban

0

65 0 0 $0 No $0 Yes z_F z_High School Student 35 Private $14,500 z_SUV

3 $3,521 9 Highly Urban/ Urban

1 9/23/54 65 1 12

No

Yes z_F Masters Lawyer 24 Private $28,290 Minivan $2,581 1 $0 12 Highly Urban/ Urban

0

65 1

No $0 Yes M

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

3

65 3 15

No $156,060 Yes M $5,823

1 $0 1 Highly Urban/ Urban

0

65 0 11

No $0 z_No z_F Masters Lawyer 45 Private

Pickup $0 0 $0 Highly Urban/ Urban

0

65 1 10

Yes $0 z_No z_F z_High School z_Blue Collar 34 Commercial $12,940 Minivan $0 0 $0 1 Highly Urban/ Urban

1 9/17/54 65 2 8

No

Yes z_F Masters Professional 26 Private

Van

3 $7,756 8 Highly Urban/ Urban

0

65 0 13

No $0 z_No M PhD 23 Commercial $28,670 Panel Truck

1 $0 Highly Urban/ Urban

3

65 3 6 $39,315 No

Yes z_F Bachelors Manager 27 Commercial $28,870 Pickup $4,792 1 $0 3 Highly Urban/ Urban

0 9/12/54 65 0 15

No

Yes z_F Masters Manager 30 Private $12,880 Sports Car $0 0 $0 8 Highly Urban/ Urban

3

65 4 17

No $0 Yes M z_High School Student 30 Commercial $6,000 Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 9/11/54 65 0 11

No $0 z_No M PhD 33 Commercial $18,510 Van $0 0

8 Highly Urban/ Urban

0 9/11/54 65 2 9

No

Yes z_F Bachelors Manager 49 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0

65 0 11

No

Yes z_F PhD Doctor 49 Private $18,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 9/10/54 65 2 8

No Yes z_F PhD Manager 19 Private $9,210 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 9/10/54 65 0 8

No $0 z_No z_F Bachelors Professional 21 Private $8,100 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

65 2 6

Yes $0 z_No M Bachelors Professional 19 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

65 0 12

No

Yes M z_High School Clerical 5 Commercial $19,300 Van $0 0 $0 1 Highly Urban/ Urban

0

65 3 18

No

Yes z_F

2 9/7/54 65 2 9 $14,640 No

Yes z_F

2 9/7/54 65 2 13

No

Yes z_F Bachelors Manager 9 Private $1,500 z_SUV $0 0

16 Highly Urban/ Urban

0 9/7/54 65 0 13

No $0 z_No M Masters Professional 17 Commercial

Van

3 $0 21 Highly Urban/ Urban

0

65 0 12

No

z_No z_F Bachelors Professional 38 Private $18,540 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 9/6/54 65 0 12 $107,327 No $316,035 z_No z_F Bachelors Professional 38 Private $24,320 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 9/6/54 65 0

No

Yes M PhD Manager 22 Commercial

Panel Truck

1 $0 18 Highly Urban/ Urban

0

65 1 0 $0 No

Yes M z_High School Student 24 Private $14,750 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

65 0 0 $0 No $0 z_No M z_High School Student 36 Commercial $26,500 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

65 0 9

No $0 z_No z_F Masters Lawyer 17 Private

z_SUV $0 0 $0 19 Highly Urban/ Urban

2

65 2 10

Yes $0 z_No M Masters Lawyer 37 Private $15,480 Minivan $0 0 $4,905 14 Highly Urban/ Urban

0 9/2/54 65 0 11

No

z_No M PhD Doctor 57 Private $20,100 Van

3 $3,278 10 Highly Urban/ Urban

0

65 0 13

No

Yes z_F Bachelors Professional 10 Private $6,000 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 8/31/54 65 0 11

No $0 z_No z_F z_High School z_Blue Collar 27 Private $14,580 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

2

65 3 10

Yes $0 z_No M z_High School z_Blue Collar 36 Commercial $12,400 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 8/29/54 65 0 14

No

Yes M z_High School z_Blue Collar 36 Private $13,860 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/29/54 65 3 11

Yes

z_No z_F Bachelors z_Blue Collar 21 Commercial $6,100 z_SUV $0 0 $0 9 Highly Urban/ Urban

1

65 2 9

No Yes z_F Bachelors Home Maker 41 Private

z_SUV

2

8 Highly Urban/ Urban

0

65 2 15

No

Yes z_F Masters Lawyer 39 Private $6,000 z_SUV

2

15 Highly Urban/ Urban

1

65 1 10

Yes $0 z_No M z_High School Clerical 48 Private

Minivan $0 0

8 Highly Urban/ Urban

0 8/23/54 65 0 8

No

Yes M Bachelors Professional 65 Commercial $24,910 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

65 0 12 $91,613 No

Yes z_F Masters Lawyer 25 Private $15,160 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 8/22/54 65 0

No

Yes z_F z_High School Professional 51 Private $7,440 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

65 3 16

No $124,867 Yes M

Van $0 0 $0 2 z_Highly Rural/ Rural

3

65 3 14

No

Yes M Bachelors Clerical 22 Commercial $22,720 Panel Truck $0 0 $0 9 z_Highly Rural/ Rural

0

65 0 11

No

z_No M Bachelors Manager 31 Private $6,000 Pickup $0 0 $0 1 Highly Urban/ Urban

0

65 0 11

No z_No M Masters 44 Commercial $25,290 Panel Truck $0 0 $0 Highly Urban/ Urban

1

65 2 12

Yes

z_No z_F Masters Manager 52 Private $20,530 z_SUV

2 $0 12 Highly Urban/ Urban

2 8/15/54 65 2 13

No

Yes M z_High School Clerical 18 Private $6,000 Pickup

1 $0 1 Highly Urban/ Urban

0

65 0 11

No

Yes M Bachelors Manager 32 Commercial

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

1

65 2 9

No

Yes M PhD Manager 21 Private $13,270 Minivan $0 0 $0 17 Highly Urban/ Urban

0

65 2 0 $0 No

Yes z_F Bachelors Home Maker 5 Commercial

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

2

65 2 14

No

Yes z_F Bachelors Clerical 36 Private $14,330 Minivan $0 0 $0 6 Highly Urban/ Urban

0

65 0 12

No

Yes z_F Bachelors z_Blue Collar 32 Commercial $10,710 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

65 0 11

No

Yes M

1 8/6/54 65 2 15 Yes $0 z_No M Bachelors Professional 26 Private $17,930 Van

2 $3,008 5 Highly Urban/ Urban

0 8/6/54 65 0 11 $53,556 No $167,505 Yes M

Van $0 0 $0 1 Highly Urban/ Urban

0

65 2 0 $0 No

Yes M

0 8/4/54 65 0 8

No $0 z_No z_F Masters Manager 39 Private $24,890 Minivan $0 0 $0 19 Highly Urban/ Urban

2

65 3 14

No

Yes z_F Bachelors Professional 38 Commercial $20,990 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 8/3/54 65 0 $0 No

Yes z_F z_High School Home Maker 31 Private $6,000 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

66 2

No

Yes M Bachelors Manager 30 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

1 8/1/54 66 1 14

No

Yes z_F Bachelors Professional 48 Private $11,810 Minivan $0 0 $0 10 Highly Urban/ Urban

2 8/1/54 66 2 12

No

Yes M z_High School Clerical 31 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

1 8/1/54 66 1 14 $26,156 No $179,165 Yes z_F Bachelors Professional 48 Private $14,460 z_SUV

1

10 Highly Urban/ Urban

0

66 0 12

No

z_No z_F

0 7/31/54 66 0 11

No $0 z_No M Masters Lawyer 50 Private

Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 7/31/54 66 2

Yes $0 z_No z_F Bachelors Professional 30 Private $16,540 z_SUV

2 $0 7 Highly Urban/ Urban

0 7/31/54 66 0 10 No

Yes z_F Bachelors Home Maker 39 Private $25,280 Pickup $0 0 $0 Highly Urban/ Urban

2 7/31/54 66 2 14 No Yes M Bachelors Manager 28 Commercial $21,910 Van $0 0 $0 7 Highly Urban/ Urban

0 7/31/54 66 1

No

Yes z_F Bachelors Professional 15 Private $11,990 z_SUV $0 0 $0 7 Highly Urban/ Urban

2

66 2 17 $34,890 No

Yes M z_High School Clerical 42 Private $11,660 Minivan

3 $0 1 Highly Urban/ Urban

0 7/30/54 66 0 11

No

Yes M Masters Professional 18 Private $20,180 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/30/54 66 0 11

No $0 z_No z_F PhD Manager 30 Private $21,450 Minivan $0 0 $0 10 Highly Urban/ Urban

1

66 3 14

No

Yes z_F Bachelors z_Blue Collar 25 Private $6,000 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

66 0 0 $0 No

Yes z_F z_High School Home Maker 50 Private $12,140 z_SUV $0 0 $2,956 1 Highly Urban/ Urban

0 7/27/54 66 0 13

No $0 z_No z_F Masters Lawyer 9 Private $13,540 Minivan

2

20 Highly Urban/ Urban

0 7/27/54 66 0 8

No

Yes z_F

2

66 3 9

No

Yes z_F z_High School Clerical 5 Private $10,480 z_SUV $0 0 $2,697 1 Highly Urban/ Urban

0

66 0 13

No Yes z_F z_High School Clerical 49 Private

Sports Car $0 0 $0 6 Highly Urban/ Urban

0 7/25/54 66 0 9

No $0 z_No z_F

0

66 3 17

No

Yes M Masters 51 Commercial $19,680 Van

1 $4,506 16 Highly Urban/ Urban

0

66 2 13

No

Yes z_F z_High School z_Blue Collar 59 Private $9,920 z_SUV

3 $0 4 Highly Urban/ Urban

0 7/23/54 66 0 0 $0 No $0 z_No z_F Bachelors Student 50 Commercial

Minivan $0 0 $0 10 Highly Urban/ Urban

0 7/23/54 66 1

Yes

z_No M

Pickup $0 0 $0 6 Highly Urban/ Urban

1

66 3 15

No $0 Yes z_F Bachelors Student 47 Private $8,410 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

66 0 13

No

Yes M Masters Professional 26 Private $20,280 Van $0 0 $0 14 Highly Urban/ Urban

0 7/18/54 66 0 0 $0 No

Yes z_F z_High School Student 34 Private $6,000 z_SUV

2 $7,746 7 Highly Urban/ Urban

0 7/18/54 66 2 13

Yes

z_No z_F

3

1 Highly Urban/ Urban

0

66 0 8

No

Yes z_F Bachelors Manager 30 Private $12,300 z_SUV

1 $0 7 Highly Urban/ Urban

1 7/17/54 66 2 10

Yes $0 z_No z_F Bachelors Manager 50 Private $12,320 Minivan $4,746 2

1 Highly Urban/ Urban

0

66 2 13

No

Yes z_F Bachelors Professional 24 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0 7/16/54 66 0 12 No

Yes z_F PhD Manager 5 Private $11,160 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 7/16/54 66 0 15

No

Yes z_F PhD Doctor 41 Private $11,500 Sports Car

1

15 Highly Urban/ Urban

0

66 0 10

No $272,829 Yes z_F Bachelors z_Blue Collar 29 Commercial $7,880 z_SUV $4,148 2 $0 9 Highly Urban/ Urban

2 7/15/54 66 2 16

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $11,840 z_SUV $0 0 $3,393 11 Highly Urban/ Urban

0

66 0 8

No $187,532 Yes z_F z_High School z_Blue Collar 35 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 9

No

Yes M z_High School Clerical 35 Private $12,730 Minivan $1,332 2 $0 6 Highly Urban/ Urban

0 7/13/54 66 0 10

No

Yes M Bachelors Professional 33 Commercial $28,770 Panel Truck $4,845 2 $0 8 Highly Urban/ Urban

1 7/13/54 66 1 14

No Yes z_F Bachelors Professional 60 Private $8,820 z_SUV

2 $0 8 z_Highly Rural/ Rural

0 7/13/54 66 0 11

No $0 z_No M Masters Lawyer 19 Private $5,060 Minivan $0 0 $0 19 Highly Urban/ Urban

1 7/13/54 66 2 13

Yes

z_No z_F z_High School z_Blue Collar 40 Private $15,810 z_SUV $0 0 $5,951 1 Highly Urban/ Urban

0

66 0 10

No

Yes M Bachelors Professional 43 Private $18,090 Van $0 0

12 Highly Urban/ Urban

0

66 1 15

No

Yes M Masters Lawyer 47 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/9/54 66 0 11

No Yes z_F Masters Lawyer 20 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0 7/9/54 66 0 9

No

Yes M Bachelors Professional 34 Commercial $9,040 Pickup $0 0 $6,022 11 Highly Urban/ Urban

2

66 3 10

No Yes M Bachelors Manager 25 Commercial $17,600 Van

1

4 Highly Urban/ Urban

0

66 2 17 No

Yes z_F Masters Manager 14 Private $26,280 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 7/7/54 66 0 14 $24,360 No

Yes z_F Masters Lawyer 24 Private $21,410 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

2 7/7/54 66 2 14

No

Yes M Bachelors z_Blue Collar 44 Commercial $19,250 Minivan

4 $0 9 Highly Urban/ Urban

0 7/7/54 66 0 14

No

Yes M z_High School Professional 49 Private $20,480 Van $0 0 $0 1 Highly Urban/ Urban

0

66 3 15

Yes $0 z_No z_F z_High School Home Maker 9 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 12

No

Yes z_F Masters Lawyer 14 Private

z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

66 2 15

Yes $0 z_No z_F z_High School Professional 25 Private $17,300 Sports Car $7,410 3 $0 1 Highly Urban/ Urban

1

66 1 11

No

Yes z_F PhD Manager 36 Commercial $20,520 Pickup $0 0 $0 1 Highly Urban/ Urban

1

66 2 14

No

Yes z_F Masters Lawyer 47 Private $15,300 Minivan $26,455 1 $0 19 Highly Urban/ Urban

1

66 2 9 $683 No

Yes z_F z_High School Student 60 Commercial $19,090 z_SUV

1

1 Highly Urban/ Urban

2

66 2 13

No

Yes M Masters Manager 28 Private $18,230 Minivan $0 0 $0 9 Highly Urban/ Urban

0

66 2 9 Yes $0 z_No M Bachelors Manager 13 Commercial $8,810 Pickup $1,055 3 $0 1 Highly Urban/ Urban

0

66 0 11 No

Yes M Masters Lawyer 11 Private $14,060 Minivan $0 0 $0 9 Highly Urban/ Urban

0

66 3

No $0 Yes z_F z_High School Student 10 Commercial $6,120 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 6/22/54 66 0 13

No

Yes M Masters Lawyer 5 Private $17,760 Van $0 0 $0 23 Highly Urban/ Urban

2

66 2 10

Yes $0 z_No z_F Bachelors Clerical 43 Private $15,600 Minivan $3,534 3

4 Highly Urban/ Urban

0

66 0 8

No

Yes M z_High School z_Blue Collar 31 Private $2,230 Minivan $0 0 $0 9 Highly Urban/ Urban

1 6/20/54 66 2 12

Yes $0 z_No z_F Bachelors Clerical 40 Private $11,930 Minivan $4,658 3

9 Highly Urban/ Urban

2

66 2 12

Yes

z_No M z_High School z_Blue Collar 68 Commercial $16,710 Minivan

3

1 Highly Urban/ Urban

1 6/19/54 66 2 0 $0 No

Yes M z_High School Student 87 Private $1,500 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

66 3 0 $0 Yes $0 z_No M z_High School Home Maker 36 Private $16,510 Minivan $17,445 3

1 Highly Urban/ Urban

0 6/18/54 66 2

No

Yes z_F Bachelors Manager 45 Private $17,110 z_SUV

3 $0 12 Highly Urban/ Urban

0

66 0 9

No

Yes M Masters Lawyer 30 Private $16,820 Van $0 0 $0 12 Highly Urban/ Urban

0 6/17/54 66 2 15

No

Yes z_F Masters Lawyer 34 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 6/17/54 66 0 10

No

Yes z_F Bachelors Home Maker 16 Private $11,040 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 6/17/54 66 0 13

No $0 Yes M z_High School Student 55 Commercial $35,500 Panel Truck $4,600 2 $4,740 1 Highly Urban/ Urban

0

66 0 14

No

Yes z_F Masters Manager 37 Private $23,860 Minivan $0 0 $0 14 Highly Urban/ Urban

0

66 0 11

No z_No z_F z_High School Professional 22 Private $11,560 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 6/15/54 66 2 13

Yes

z_No M Bachelors Professional 18 Private $19,590 Minivan $0 0 $0 13 Highly Urban/ Urban

0

66 0 10

No $0 z_No z_F z_High School z_Blue Collar 24 Commercial $6,000 z_SUV $0 0

1 Highly Urban/ Urban

2 6/14/54 66 3 14 $4,910 No $0 Yes z_F

0

66 0 12

No

Yes z_F Masters Manager 16 Private $25,500 Minivan $0 0 $0 15 Highly Urban/ Urban

0 6/13/54 66 0 12 $43,998 No Yes z_F Masters Manager 16 Private $20,430 Pickup $0 0 $0 15 Highly Urban/ Urban

0

66 2 16

No $179,607 Yes M z_High School z_Blue Collar 27 Commercial $15,940 Minivan

1 $2,960 1 Highly Urban/ Urban

0 6/12/54 66 0 13

No

Yes M Bachelors z_Blue Collar 34 Commercial $10,830 Pickup $6,170 2

10 Highly Urban/ Urban

0

66 3 16

No

Yes z_F Masters Manager 27 Commercial

Van $0 0 $0 28 Highly Urban/ Urban

1

66 3

Yes

z_No z_F Masters Lawyer 27 Private $13,910 Pickup

2 $0 9 Highly Urban/ Urban

0

66 1 12

No

Yes z_F z_High School Clerical 98 Private $9,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

2 6/9/54 66 2 10

No $0 Yes z_F Bachelors Student 25 Commercial $9,670 z_SUV

2

Highly Urban/ Urban

0 6/9/54 66 0 0 $0 No

z_No z_F Bachelors Home Maker 40 Private $6,000 z_SUV $3,373 3

11 Highly Urban/ Urban

0

66 1 10

Yes $0 z_No M Masters 61 Commercial $22,690 Panel Truck $4,940 2 $3,581 8 Highly Urban/ Urban

0 6/6/54 66 0 5

No $0 z_No z_F Bachelors z_Blue Collar 26 Commercial $30,300 Pickup $4,441 1 $0 8 Highly Urban/ Urban

0 6/6/54 66 3 0 $0 No

Yes z_F z_High School Home Maker 45 Private $6,000 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

66 1 13

No

Yes M Bachelors Professional 43 Private $14,510 Minivan $0 0 $0 10 Highly Urban/ Urban

0 6/5/54 66 0 4

No

z_No M Bachelors Manager 31 Private $23,790 Minivan

1 $0 7 Highly Urban/ Urban

0 6/5/54 66 0 No z_No z_F Bachelors Professional 16 Private $16,800 z_SUV

1

12 Highly Urban/ Urban

0 6/5/54 66 0 4 $83,111 No $237,263 z_No M Bachelors Manager 31 Commercial $18,610 Van $0 0 $0 7 Highly Urban/ Urban

1

66 2

Yes $0 z_No z_F Masters Lawyer 6 Private $9,860 Sports Car $0 0 $2,982 11 Highly Urban/ Urban

3 6/4/54 66 3 14 $3,532 No

Yes z_F z_High School Home Maker 35 Private $6,350 z_SUV

2

6 Highly Urban/ Urban

0

66 2 0 $0 Yes $0 z_No M

0 6/3/54 66 0 13

No

Yes z_F Masters Manager 5 Private $17,570 z_SUV $0 0 $0 Highly Urban/ Urban

0

66 2 13

No

Yes z_F z_High School Clerical 32 Private $6,200 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 6/2/54 66 0 10

No

z_No M Masters 28 Commercial $4,860 Pickup $0 0 $0 19 z_Highly Rural/ Rural

0

66 0 13

No

z_No z_F z_High School Manager 12 Private $5,330 z_SUV

2 $0 1 Highly Urban/ Urban

3

66 3 17

No

Yes z_F $22,262

2 $1,444 5 Highly Urban/ Urban

0

66 0 14

No Yes z_F PhD Manager 7 Private $8,560 Sports Car $0 0 $0 16 Highly Urban/ Urban

0

66 1 12

No

Yes M Masters Manager 37 Private $17,130 Van $0 0

14 Highly Urban/ Urban

1 5/29/54 66 2 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $4,750 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 5/29/54 66 0 13

No z_No M PhD Doctor 32 Private $31,310 Minivan $0 0 $0 16 Highly Urban/ Urban

0

66 1 6

Yes

z_No z_F Masters Manager 11 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0 5/23/54 66 0 12

No

Yes M Masters Manager 26 Private $13,700 Minivan $0 0 $0 18 Highly Urban/ Urban

0

66 0 9

No $0 z_No z_F z_High School Home Maker 26 Private

Pickup $0 0 $0 1 Highly Urban/ Urban

0

66 1 12

Yes

z_No z_F z_High School Clerical 47 Private $5,270 Sports Car

4 $0 7 Highly Urban/ Urban

1 5/21/54 66 2 15

Yes

z_No z_F Bachelors Professional 31 Private $10,420 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

1 5/21/54 66 3 10

No

Yes z_F $29,536

2

1 Highly Urban/ Urban

0 5/21/54 66 0 6

No

Yes M Bachelors z_Blue Collar 26 Commercial $13,110 Minivan $0 0 $0 5 z_Highly Rural/ Rural

1

66 2 15 $4,271 No Yes z_F

z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

66 0 15

No

Yes M Bachelors Manager 56 Private $13,900 Minivan

2 $0 1 Highly Urban/ Urban

1

66 1 13

No

Yes z_F $6,357

Highly Urban/ Urban

2 5/17/54 66 2

No

Yes z_F

0

66 1 12 $5,106 Yes

z_No z_F Bachelors Home Maker 20 Private $13,240 z_SUV

2 $0 9 Highly Urban/ Urban

0

66 0 11

No $0 z_No z_F z_High School z_Blue Collar 13 Commercial $15,350 Minivan $0 0 $0 z_Highly Rural/ Rural

0

66 0 13

No

Yes M Masters Manager 43 Commercial $28,300 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 5/13/54 66 0 9

No

z_No M $2,096

1 Highly Urban/ Urban

0

66 0 5

No

Yes M z_High School z_Blue Collar 5 Commercial $21,580 Van $0 0 $0 8 Highly Urban/ Urban

1

66 1 12

No

Yes z_F z_High School z_Blue Collar 29 Private $6,000 Sports Car

3

10 Highly Urban/ Urban

0

66 0 10

No

Yes z_F Bachelors Clerical 34 Private $29,080 Sports Car

3 $0 5 Highly Urban/ Urban

0 5/8/54 66 0 14

No

Yes z_F

0

66 0 $0 No $0 z_No M Bachelors Student 22 Commercial $14,510 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 5/7/54 66 0 13

No

Yes M Bachelors z_Blue Collar 55 Commercial $17,330 Minivan $0 0 $0 5 Highly Urban/ Urban

0 5/7/54 66 2 10

Yes $0 z_No z_F Bachelors Clerical 5 Private $16,510 Minivan $0 0 $0 10 Highly Urban/ Urban

0

66 1 12

No

Yes M Masters Lawyer 41 Private $7,580 z_SUV $0 0 $0 14 Highly Urban/ Urban

1 5/6/54 66 2 15

Yes

z_No M Bachelors Professional 84 Commercial $6,000 Pickup

3

8 Highly Urban/ Urban

0

66 0 11

No

Yes M Masters 5 Commercial $21,160 Van

2 $0 21 Highly Urban/ Urban

0 5/5/54 66 2 12

Yes $0 z_No z_F Bachelors Professional 28 Private $13,400 z_SUV

5 $0 10 Highly Urban/ Urban

1

66 2 14

No

Yes z_F z_High School Professional 22 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

66 0 12

No $0 z_No M z_High School Student 33 Commercial $5,800 Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/3/54 66 0 12 $63,357 No $0 z_No M z_High School Clerical 67 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

1

66 1 11

No

Yes M

1

66 1 10

Yes z_No M

0

66 0 7

No

Yes z_F Masters Lawyer 30 Private $6,000 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

66 3 0 $0 No

Yes M

1 4/27/54 66 2 14

No $0 Yes M z_High School Student 44 Commercial $8,060 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/27/54 66 0 12

No

Yes z_F z_High School Manager 25 Private $6,000 z_SUV $0 0 $0 1 Highly Urban/ Urban

2

66 2 11

Yes $0 z_No z_F Bachelors Professional 14 Private $16,230 Minivan

2 $0 7 Highly Urban/ Urban

0 4/25/54 66 2 16

Yes $0 z_No M

2

66 2 8

No

Yes z_F

0

66 0 11

No

Yes z_F z_High School z_Blue Collar 52 Commercial $9,920 z_SUV

3 $0 Highly Urban/ Urban

0

66 0

No

Yes z_F

0

66 1 8

No

Yes M Masters 37 Commercial $17,540 Van

3 $0 9 Highly Urban/ Urban

0 4/20/54 66 0 14

No

z_No z_F z_High School Clerical 41 Private $18,510 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 4/20/54 66 0 11

No

Yes z_F Bachelors Home Maker 24 Private $16,930 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

66 0 12

No

Yes z_F Bachelors Home Maker 31 Private

Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

66 2 16

No

Yes M $10,037

3 $0 6 Highly Urban/ Urban

0

66 2 14

No

Yes z_F Masters Lawyer 30 Private $12,470 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

66 3 17

No

Yes z_F Bachelors z_Blue Collar 45 Commercial $6,000 z_SUV

1

10 Highly Urban/ Urban

0 4/13/54 66 0 15

No

Yes z_F

0

66 0

No

Yes M Bachelors Clerical 51 Commercial $11,580 Pickup $0 0

7 Highly Urban/ Urban

0 4/12/54 66 0 6

No $0 Yes M z_High School Student 49 Commercial $6,920 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 4/12/54 66 0 8

No $0 z_No M

0

66 1 11

Yes

z_No z_F z_High School z_Blue Collar 52 Commercial $16,210 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 4/10/54 66 0 $178,375 No

Yes z_F Masters Lawyer 32 Private

Sports Car $0 0 $0 Highly Urban/ Urban

2 4/10/54 66 3 0 $0 No

Yes z_F z_High School Home Maker 36 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 4/10/54 66 3 0 $0 No $71,936 Yes z_F z_High School Home Maker 36 Private $13,110 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

66 3 15 $39,055 No

Yes z_F z_High School Manager 17 Private $9,910 Sports Car

5 $0 1 Highly Urban/ Urban

2

66 3 16

No

Yes M Masters Lawyer 48 Private $13,260 Minivan $0 0 $0 17 Highly Urban/ Urban

0

66 1 10

Yes $0 z_No z_F Masters Lawyer 43 Private $19,680 Minivan $0 0 $1,283 17 Highly Urban/ Urban

0 4/7/54 66 1 10 $102,765 Yes $0 z_No z_F Masters Lawyer 43 Private $18,150 Minivan

2

17 Highly Urban/ Urban

0

66 2 12

No

Yes z_F z_High School z_Blue Collar 16 Commercial $1,500 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

66 1 12 No

Yes z_F z_High School Professional 33 Private $4,040 z_SUV

1 $0 1 Highly Urban/ Urban

0

66 0 7

No $0 z_No M

0 3/31/54 66 0 12

No

Yes z_F Bachelors Professional 19 Private $8,610 z_SUV

1 $0 Highly Urban/ Urban

0

66 0 8

No $0 z_No z_F $7,332

3

1 Highly Urban/ Urban

0

66 3 14

No

Yes M Masters Lawyer 55 Private $6,960 z_SUV $0 0

14 Highly Urban/ Urban

2 3/28/54 66 2

Yes $0 z_No z_F

2 $0 6 Highly Urban/ Urban

2 3/28/54 66 2 $27,266 Yes $0 z_No z_F

0 3/28/54 66 1 15

No Yes z_F Bachelors Student 39 Commercial $11,490 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

66 2 14

Yes

z_No z_F z_High School z_Blue Collar 52 Commercial

z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

66 2 4

Yes $0 z_No z_F z_High School Clerical 34 Commercial $6,100 Pickup $5,771 1 $6,195 1 z_Highly Rural/ Rural

1 3/25/54 66 2 14

Yes $0 z_No M z_High School z_Blue Collar 57 Commercial $6,000 Minivan $0 0

1 Highly Urban/ Urban

0 3/25/54 66 1

Yes $0 z_No z_F Bachelors Manager 31 Private $7,240 Sports Car $0 0 $0 10 Highly Urban/ Urban

0 3/25/54 66 0 11

No $0 z_No M z_High School z_Blue Collar 45 Private $13,940 Minivan $0 0 $0 Highly Urban/ Urban

1 3/25/54 66 2 11

Yes $0 z_No z_F PhD Doctor 9 Private $9,920 Sports Car

3 $0 18 Highly Urban/ Urban

0 3/25/54 66 2 10

Yes z_No z_F Bachelors Student 56 Commercial $5,240 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

66 0 11

No $0 z_No z_F Masters Lawyer 28 Private $6,000 Sports Car $8,609 2 $0 17 Highly Urban/ Urban

0 3/24/54 66 0 5

No

Yes M Masters 36 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0

66 2 12

Yes

z_No M Bachelors Clerical 68 Commercial $11,110 Pickup

1

13 Highly Urban/ Urban

0

66 0 13

No

Yes M Bachelors Manager 5 Private $8,220 Minivan $0 0 $0 9 Highly Urban/ Urban

0

66 0 14

No

Yes z_F $45,987

7 Highly Urban/ Urban

2 3/21/54 66 4 18

No

Yes M z_High School Clerical 24 Private $15,610 Minivan $0 0 $0 6 Highly Urban/ Urban

0

66 0 10

No

Yes z_F Bachelors Home Maker 48 Private $26,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 3/20/54 66 2 17 $38,212 No

Yes M z_High School Clerical 26 Private $8,780 Minivan $0 0 $0 1 Highly Urban/ Urban

2 3/20/54 66 3 15

No Yes M Masters Lawyer 42 Private $18,290 Van

2 $3,182 19 Highly Urban/ Urban

0

66 2 12 No

Yes z_F Masters Manager 13 Private $14,780 z_SUV $0 0

12 Highly Urban/ Urban

0 3/19/54 66 0 11

No

z_No z_F z_High School Manager 41 Private $11,570 Minivan $0 0 $0 3 Highly Urban/ Urban

0

66 0

No

z_No z_F Bachelors Home Maker 43 Private $10,740 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/17/54 66 0 14

No

Yes z_F Bachelors Professional 26 Private

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

0 3/17/54 66 0 $19,599 No $134,906 z_No z_F Bachelors Home Maker 43 Private $24,580 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 3/17/54 66 0 $19,599 No $134,906 z_No z_F Bachelors Home Maker 43 Private $11,950 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

66 2 12

No

Yes z_F Masters Lawyer 21 Private $12,490 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 3/16/54 66 0

No $0 Yes z_F

0 3/16/54 66 0 12

No $0 z_No z_F Masters Lawyer 41 Private $22,040 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 3/16/54 66 2 15

No

Yes z_F $572

3 $0 6 Highly Urban/ Urban

0 3/16/54 66 2 15 $20,653 No $140,294 Yes z_F

0

66 2 10

No

Yes z_F

2 $0 1 Highly Urban/ Urban

0

66 1 14

No

Yes z_F z_High School z_Blue Collar 21 Private

z_SUV $0 0 $0 4 Highly Urban/ Urban

0

66 0 12

No

Yes M Bachelors Professional 5 Private $8,310 Minivan $0 0 $0 7 Highly Urban/ Urban

0 3/12/54 66 2 16

No

Yes z_F Bachelors Professional 23 Private $24,510 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/12/54 66 2

No

Yes z_F Masters Lawyer 21 Private $20,800 Minivan $0 0 $0 16 Highly Urban/ Urban

0

66 0 11

No

Yes z_F Masters Lawyer 14 Private $18,910 Pickup

1 $0 15 Highly Urban/ Urban

0

66 3 14

Yes

z_No z_F

Van $0 0 $0 Highly Urban/ Urban

3 3/9/54 66 3 12

Yes $0 z_No z_F

0

66 0 12

No $0 z_No z_F z_High School Clerical 33 Private $13,770 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/8/54 66 0 12

No Yes M z_High School z_Blue Collar 39 Private $13,010 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/8/54 66 0 14

No

Yes M

1

66 2 11

Yes $0 z_No M Bachelors Professional 25 Private $1,500 Minivan $0 0

11 Highly Urban/ Urban

0 3/7/54 66 3

No

Yes M PhD Professional 8 Private $6,200 Sports Car $0 0 $0 13 Highly Urban/ Urban

2

66 2 8

No

Yes M PhD 29 Commercial $24,520 Panel Truck $0 0 $0 Highly Urban/ Urban

0

66 3 15 $7,680 No $0 Yes M

0 3/5/54 66 0 13

No

Yes z_F Bachelors Manager 25 Private $9,590 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

66 0 11

No $0 z_No z_F Bachelors Professional 54 Private $15,170 z_SUV

4 $0 1 Highly Urban/ Urban

0 3/4/54 66 0 8

No

Yes M z_High School z_Blue Collar 52 Commercial $34,200 Minivan $0 0 $0 6 Highly Urban/ Urban

0 3/4/54 66 0 13

No

z_No z_F Masters Lawyer 24 Private $10,780 z_SUV

4 $0 14 Highly Urban/ Urban

0

66 2

No

Yes M PhD Lawyer 36 Private $16,030 Minivan $0 0 $0 12 Highly Urban/ Urban

0

66 3 12

No $64,530 Yes z_F

2 $5,252 8 Highly Urban/ Urban

2

66 3 0 $0 No $0 Yes z_F Bachelors Student 58 Private $11,880 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 2/27/54 66 3 12

No

Yes M Bachelors Manager 43 Private $19,700 Minivan $0 0 $0 7 Highly Urban/ Urban

2 2/26/54 66 3 7

No $241,791 Yes z_F Masters Lawyer 5 Private $14,980 z_SUV

2 $0 10 Highly Urban/ Urban

1 2/26/54 66 2 13

Yes $0 z_No M Masters Manager 28 Commercial $6,000 Pickup

2

8 Highly Urban/ Urban

0 2/25/54 66 0

No

Yes M Masters Lawyer 24 Private $15,950 Minivan $0 0 $0 15 Highly Urban/ Urban

0 2/25/54 66 2 14 No

Yes z_F Bachelors Manager 23 Private $19,450 z_SUV $0 0 $0 1 Highly Urban/ Urban

2 2/25/54 66 2 0 $0 No

Yes z_F Bachelors Home Maker 60 Private $6,000 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

1 2/25/54 66 1 10 Yes

z_No M Bachelors Clerical 41 Commercial $6,000 Pickup

1 $0 11 Highly Urban/ Urban

1 2/24/54 66 3 15 $20,765 No $0 Yes z_F

2

66 3 12

Yes $0 z_No z_F Bachelors Professional 52 Private $15,420 z_SUV

3

1 Highly Urban/ Urban

0

66 1 0 $0 No

Yes z_F Masters Lawyer 42 Private $11,100 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 2/20/54 66 1 8

No

Yes M Masters Lawyer 34 Private

Van $0 0 $0 15 Highly Urban/ Urban

0 2/20/54 66 0 11

No

Yes z_F

3

66 3 6

No

Yes z_F z_High School Clerical 33 Private $11,510 z_SUV $4,436 2 $7,291 1 Highly Urban/ Urban

1 2/18/54 66 2 13

No

Yes M Masters 30 Commercial $36,330 Panel Truck $0 0

1 Highly Urban/ Urban

1 2/18/54 66 2 14

Yes $0 z_No z_F Bachelors Student 44 Commercial $7,210 Sports Car

3

12 Highly Urban/ Urban

0 2/17/54 66 3 11

Yes

z_No z_F PhD Lawyer 42 Private $27,520 Pickup $0 0 $0 5 Highly Urban/ Urban

0 2/17/54 66 0 11

No

z_No M z_High School z_Blue Collar 56 Commercial

Van $0 0 $0 8 z_Highly Rural/ Rural

0 2/17/54 66 3 11 $207,123 Yes $488,301 z_No z_F PhD 42 Commercial

Pickup $583 4 $0 5 Highly Urban/ Urban

1 2/17/54 66 2 8

No

Yes z_F Bachelors z_Blue Collar 17 Commercial $19,880 Sports Car $0 0

13 Highly Urban/ Urban

0 2/17/54 66 0 11

No

z_No M Bachelors Professional 22 Commercial $18,710 Van $0 0 $2,175 2 Highly Urban/ Urban

2 2/16/54 66 3 16 $30,111 No

Yes M z_High School Clerical 36 Private $10,870 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 2/16/54 66 0 15

No $0 z_No z_F Masters Lawyer 27 Private $25,900 Minivan

2 $0 17 Highly Urban/ Urban

0 2/14/54 66 1 17 $5,306 No $0 Yes z_F z_High School Student 32 Private $12,990 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/14/54 66 1 17 No $0 Yes z_F z_High School Student 32 Private $6,530 z_SUV $0 0 $0 1 Highly Urban/ Urban

2 2/13/54 66 3 14

Yes $0 z_No z_F Bachelors Clerical 60 Private $9,690 z_SUV

1 $4,290 12 Highly Urban/ Urban

2 2/13/54 66 3 14 $36,912 Yes $0 z_No z_F Bachelors Clerical 60 Private $6,550 z_SUV $3,791 1 $0 12 Highly Urban/ Urban

0

66 2 11

Yes

z_No z_F Masters 5 Commercial $14,880 Pickup $0 0 $0 13 Highly Urban/ Urban

0 2/10/54 66 0 13

No

Yes z_F Masters Lawyer 37 Private $16,330 Minivan

1 $0 16 Highly Urban/ Urban

0 2/10/54 66 0 13 No

Yes z_F z_High School Clerical 38 Private $9,050 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

2 2/7/54 66 2 12

No

Yes z_F

1

66 1 13

Yes $0 z_No z_F Bachelors z_Blue Collar 31 Private $11,240 z_SUV $2,611 2 $0 5 Highly Urban/ Urban

0 2/6/54 66 0 14

No

Yes z_F Masters Lawyer 35 Private $20,720 Pickup $1,826 3 $0 15 Highly Urban/ Urban

4 2/6/54 66 5 0 $0 Yes $0 z_No z_F $5,641

z_Highly Rural/ Rural

4 2/6/54 66 5 0 $0 Yes $0 z_No z_F $2,467

z_Highly Rural/ Rural

0 2/6/54 66 3 14

No $0 Yes z_F z_High School Student 31 Private $16,580 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 2/6/54 66 0 12

No

z_No z_F z_High School z_Blue Collar 54 Commercial $14,060 Sports Car $0 0

9 Highly Urban/ Urban

0 2/5/54 66 2 14

No Yes z_F z_High School Home Maker 5 Private $7,980 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 2/2/54 66 0 11

No

z_No M PhD Doctor 28 Private $5,900 Pickup $0 0 $0 14 Highly Urban/ Urban

2 2/1/54 66 3 15

No

Yes M

1 2/1/54 66 3 14

No

Yes M Bachelors Professional 33 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

3 2/1/54 66 3 14

No

Yes M Masters Lawyer 45 Private $12,310 Minivan $0 0 $4,953 10 Highly Urban/ Urban

0 2/1/54 66 1 10

No

Yes z_F Masters Professional 29 Private $17,720 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

66 0 9 $38,290 No

Yes M z_High School z_Blue Collar 39 Commercial $9,830 Pickup

2 $0 8 Highly Urban/ Urban

0 1/30/54 66 0 12

No

z_No M z_High School z_Blue Collar 39 Private

Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 1/30/54 66 0 13

No $0 Yes M

0 1/30/54 66 0 13 $8,234 No $0 Yes M

2

66 2 12

No

Yes M

8 Highly Urban/ Urban

1 1/28/54 66 2 0 $0 No

Yes z_F Masters Home Maker 27 Private $14,300 Minivan

1 $0 11 Highly Urban/ Urban

0

66 2 14

No

Yes z_F z_High School Clerical 34 Private $24,280 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 1/26/54 66 0 11

No

Yes z_F Bachelors Professional 44 Private $17,670 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/25/54 66 2 15

No

Yes M z_High School Clerical 5 Private $13,660 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 1/25/54 66 2 8

No

Yes z_F Bachelors z_Blue Collar 58 Commercial $16,270 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1 1/25/54 66 3 12

No

Yes z_F Bachelors Professional 48 Private $29,850 Sports Car

1 $5,181 9 Highly Urban/ Urban

0 1/24/54 66 0 12

No

z_No M Masters 6 Commercial $23,140 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 1/24/54 66 0 12 $103,249 No z_No M Masters 6 Commercial $31,920 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 1/24/54 66 0 9 No

Yes M Masters Lawyer 10 Private $8,750 Pickup $0 0 $0 11 Highly Urban/ Urban

0 1/23/54 66 0 10 $25,920 No Yes M z_High School Clerical 41 Private $13,990 Minivan $0 0 $0 5 Highly Urban/ Urban

0 1/18/54 66 0 7

No

Yes z_F z_High School Clerical 91 Private $12,130 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 1/17/54 66 0 0 $0 No

Yes z_F

0 1/17/54 66 0 11

No $0 Yes M z_High School Student 43 Commercial $9,640 Pickup

1 $0 z_Highly Rural/ Rural

0

66 0 0 $0 No $0 z_No z_F Bachelors Home Maker 9 Private $6,000 z_SUV $698 2 $0 2 Highly Urban/ Urban

1 1/16/54 66 2 9

Yes

z_No z_F

0 1/15/54 66 0 14

No $0 z_No M z_High School z_Blue Collar 29 Commercial $17,450 Van $0 0 $5,822 8 Highly Urban/ Urban

0 1/14/54 66 0 10

No

Yes M Bachelors Professional 50 Commercial

Panel Truck $0 0

Highly Urban/ Urban

0 1/14/54 66 2 15 $44,138 No

Yes M $4,671

4 $0 1 z_Highly Rural/ Rural

0 1/14/54 66 0 0 $0 No

z_No z_F Masters Home Maker 24 Private

Minivan $0 0

15 Highly Urban/ Urban

0 1/14/54 66 2 15

No $347,575 Yes M Masters 22 Commercial $19,580 Van

2

15 Highly Urban/ Urban

0 1/13/54 66 0 14 $4,430 No

Yes z_F z_High School Home Maker 45 Private $6,440 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

1 1/13/54 66 3 11

No

Yes z_F z_High School Clerical 37 Private $24,120 Pickup $0 0 $0 5 z_Highly Rural/ Rural

1 1/13/54 66 1 0 $0 No $0 Yes M z_High School Student 22 Commercial $8,620 Pickup $0 0 $0 8 z_Highly Rural/ Rural

1 1/12/54 66 2 14

No

Yes z_F

0 1/12/54 66 1 0 $0 No

Yes z_F z_High School Home Maker 31 Private $16,250 Minivan

2 $0 9 Highly Urban/ Urban

0 1/12/54 66 1 0 No $101,860 Yes z_F z_High School Home Maker 29 Private $6,000 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 1/8/54 66 0 12

No $0 z_No M Masters Lawyer 14 Private $6,400 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/8/54 66 0 12

No

Yes z_F Bachelors z_Blue Collar 66 Commercial $6,000 Sports Car

2 $0 13 Highly Urban/ Urban

0 1/7/54 66 3 14

No

Yes z_F

0

66 1 13

No

Yes z_F Bachelors Professional 26 Private

Minivan $0 0 $3,868 Highly Urban/ Urban

0 1/4/54 66 0 14

No

Yes M Masters Lawyer 38 Private $13,970 Minivan $0 0 $0 11 Highly Urban/ Urban

0 1/3/54 66 0 12

No z_No M Masters Lawyer 45 Private $7,790 Pickup $0 0 $0 17 Highly Urban/ Urban

0 1/2/54 66 0

No

Yes z_F z_High School z_Blue Collar 28 Commercial $14,650 Minivan

2 $5,095 1 Highly Urban/ Urban

1 1/2/54 66 1 14 $1,956 Yes $0 z_No z_F

0

66 1 9

No

Yes M

1

66 1 14

No

Yes z_F Masters Lawyer 50 Private

Van

2

13 Highly Urban/ Urban

1 12/30/53 66 1 $63,952 No $196,368 Yes z_F Masters Lawyer 50 Private $14,620 z_SUV $3,799 2 $0 13 Highly Urban/ Urban

0

66 0 12

No Yes M

1

66 2 0 $0 Yes $0 z_No M $41,818

1 $4,423 1 Highly Urban/ Urban

1 12/27/53 66 2 15

No

Yes z_F Bachelors z_Blue Collar 57 Commercial

Pickup $958 1 $0 12 Highly Urban/ Urban

1 12/27/53 66 2 15 $64,916 No $232,064 Yes z_F Bachelors z_Blue Collar 57 Commercial

Pickup

1

12 Highly Urban/ Urban

0

66 0 13

No $0 z_No z_F Bachelors z_Blue Collar 57 Commercial $18,750 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 12/26/53 66 0 12

No

Yes z_F z_High School Professional 57 Private $15,670 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 10

No

Yes M Bachelors Manager 31 Private $5,900 Pickup $0 0 $0 10 Highly Urban/ Urban

0

66 0 12

No $0 z_No z_F Bachelors Professional 37 Private

z_SUV

2

12 Highly Urban/ Urban

1

66 2 0 $0 Yes $0 z_No M Bachelors Student 66 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0 12/22/53 66 1 8 $47,389 Yes

z_No z_F Bachelors Home Maker 23 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0 12/22/53 66 0 10

No $0 z_No M Masters 59 Commercial $24,350 Panel Truck $0 0 $0 Highly Urban/ Urban

0 12/22/53 66 2 13

Yes $0 z_No z_F $7,852

1

1 Highly Urban/ Urban

0 12/22/53 66 0 10 $48,344 No $0 z_No M Masters 59 Private $13,020 Minivan

3 $0 Highly Urban/ Urban

0

66 0 13

No $0 z_No M Masters Lawyer 36 Private $6,000 Pickup $0 0 $0 z_Highly Rural/ Rural

0

66 2 8

No

Yes z_F Bachelors Professional 28 Private $13,220 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

1

66 1 15

No

Yes M PhD Lawyer 15 Private $11,280 Pickup

3 $0 Highly Urban/ Urban

1 12/19/53 66 1 15 $197,836 No $504,107 Yes M PhD 15 Commercial

Panel Truck

2 $2,411 Highly Urban/ Urban

1

66 3 15

No Yes z_F Masters Lawyer 5 Private $13,960 z_SUV

3 $0 13 Highly Urban/ Urban

0 12/18/53 66 0 10

No $0 z_No M Masters Lawyer 25 Private $17,730 Van

1 $0 24 Highly Urban/ Urban

1 12/18/53 66 3 15 $79,586 No Yes z_F Masters Lawyer 5 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

1 12/18/53 66 3 13

No

Yes M $2,997

1 $0 Highly Urban/ Urban

0

66 2 1

No

Yes z_F

0

66 1 13

Yes $0 z_No z_F Bachelors Clerical 44 Private $20,120 Minivan

3 $0 16 Highly Urban/ Urban

0 12/16/53 66 0 13

No

Yes z_F

0

66 2 12

Yes

z_No M z_High School z_Blue Collar 39 Commercial $12,240 Minivan $0 0 $0 1 Highly Urban/ Urban

0

66 0 12

No

z_No M Masters 50 Commercial $23,280 Panel Truck $1,749 1 $0 17 Highly Urban/ Urban

2 12/12/53 66 2

Yes

z_No z_F z_High School Professional 26 Private $10,810 z_SUV $0 0

1 Highly Urban/ Urban

0

66 3 14

Yes

z_No M PhD Manager 11 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 12/11/53 66 0 7

No

z_No M Masters 31 Commercial $5,700 Pickup $0 0 $0 16 Highly Urban/ Urban

0

66 1 13

Yes $0 z_No M Masters Professional 37 Private $13,450 Minivan $0 0 $0 19 Highly Urban/ Urban

0

66 1 7

No

Yes M

0 12/9/53 66 0 8

No

z_No M Bachelors Professional 17 Commercial $17,160 Van $0 0 $0 1 Highly Urban/ Urban

0

66 0 14

No

Yes M z_High School z_Blue Collar 24 Commercial $7,080 Pickup $0 0 $0 1 Highly Urban/ Urban

1 12/8/53 66 2 11

No

Yes z_F Bachelors z_Blue Collar 16 Commercial

Sports Car $0 0 $0 12 Highly Urban/ Urban

0

66 3 14

No

Yes M z_High School Clerical 48 Commercial $20,970 Van $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 11

No $0 z_No M PhD 32 Commercial $30,110 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

66 2 13

Yes $0 z_No z_F PhD 26 Commercial $22,370 Pickup $1,463 2 $0 17 Highly Urban/ Urban

0 12/4/53 66 2 13 $136,408 Yes $0 z_No z_F PhD 26 Commercial

Van $0 0 $0 17 Highly Urban/ Urban

0

66 1 11

No

Yes z_F PhD Lawyer 28 Private $10,250 z_SUV $4,307 3 $0 20 Highly Urban/ Urban

0

66 0 4 No $0 z_No M z_High School Professional 42 Private $13,830 Minivan

3 $3,321 1 Highly Urban/ Urban

0

66 2 13 $29,754 Yes $0 z_No z_F Masters Lawyer 12 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

66 2 0 $0 Yes $0 z_No M Bachelors Student 63 Commercial $6,000 Minivan $0 0 $0 1 z_Highly Rural/ Rural

1

66 2 17

No

Yes z_F Masters Lawyer 46 Private $24,600 Van

2

10 Highly Urban/ Urban

1 11/28/53 66 2 17 $111,268 No $288,071 Yes z_F Masters Lawyer 46 Private $21,680 Minivan

3

10 Highly Urban/ Urban

0 11/28/53 66 3 0 $0 No

Yes z_F z_High School Home Maker 9 Commercial $5,700 z_SUV $0 0 $4,858 1 z_Highly Rural/ Rural

1

66 1 11

Yes

z_No z_F Bachelors z_Blue Collar 23 Commercial $1,500 Sports Car

2 $0 6 Highly Urban/ Urban

0

66 2 13

No

Yes z_F z_High School z_Blue Collar 41 Commercial $14,250 z_SUV $0 0

1 Highly Urban/ Urban

0 11/24/53 66 0 10

No

Yes z_F Bachelors Professional 46 Private $6,000 z_SUV $0 0

1 Highly Urban/ Urban

0

66 0 10

No $0 z_No M

1

66 3 18

No $0 Yes M

0

66 0 9

No

Yes M

0

66 2 13

No

Yes M Masters Professional 31 Private $14,830 Minivan $0 0 $0 16 Highly Urban/ Urban

2 11/20/53 66 3 7 No

Yes z_F Bachelors Student 38 Private $10,810 Sports Car $0 0 $0 Highly Urban/ Urban

2 11/20/53 66 3 7 No $181,752 Yes z_F Bachelors Student 38 Private $19,360 Sports Car $0 0

Highly Urban/ Urban

1

66 1 10

Yes

z_No z_F Bachelors Manager 43 Private $10,520 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 11/19/53 66 0 12

No

Yes z_F Bachelors Professional 45 Private $6,720 Sports Car $0 0

9 Highly Urban/ Urban

0

66 0 10

No

Yes z_F Masters Manager 28 Private $16,570 Minivan $0 0 $0 9 Highly Urban/ Urban

0

66 0 0 $0 No

Yes z_F z_High School Home Maker 9 Private $17,650 z_SUV

1 $0 7 Highly Urban/ Urban

0

66 1 11

Yes $0 z_No M Masters Professional 33 Commercial $19,830 Van

1 $0 11 Highly Urban/ Urban

0

66 0 9

No

z_No M PhD Doctor 42 Private $6,100 Pickup $0 0 $0 13 Highly Urban/ Urban

0 11/12/53 66 0 10

No

Yes M z_High School z_Blue Collar 54 Commercial $10,810 Pickup $0 0 $0 1 Highly Urban/ Urban

0

66 0 5

No

Yes M Bachelors Professional 44 Commercial $30,630 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

66 0 11

No

Yes M z_High School Manager 33 Commercial $18,450 Van $5,393 1 $0 1 Highly Urban/ Urban

0 11/8/53 66 0 13 $5,015 No

Yes M

0 11/8/53 66 0 12 No $0 Yes z_F

0

66 0 7

No $0 z_No M z_High School Manager 36 Private $14,620 Minivan $0 0 $0 7 Highly Urban/ Urban

0

66 0

No

Yes z_F Masters Professional 31 Private

Van $0 0 $0 22 Highly Urban/ Urban

0 11/6/53 66 0 0 $0 No

z_No z_F Bachelors Home Maker 37 Private

Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

66 0 13

No

Yes M Bachelors Professional 31 Private $13,340 Minivan

2

9 Highly Urban/ Urban

0

66 0 8

No

Yes M Masters Manager 35 Private $13,660 Minivan $0 0 $3,858 14 Highly Urban/ Urban

0 11/3/53 66 0 8 $75,614 No $188,804 Yes M Masters Manager 35 Private $16,010 Minivan $0 0 $0 14 Highly Urban/ Urban

0

66 0 12

No

Yes M z_High School Clerical 35 Private $21,640 Van $0 0 $0 4 z_Highly Rural/ Rural

0 10/31/53 66 0 13

No

Yes M

Minivan $0 0

6 Highly Urban/ Urban

0 10/31/53 66 0 10

No $0 z_No z_F z_High School Clerical 44 Private $18,780 z_SUV $0 0

10 Highly Urban/ Urban

0

66 0 16

No

Yes z_F PhD Doctor 12 Private $16,190 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

66 0 12

No

Yes z_F $26,181

1 $6,719 5 Highly Urban/ Urban

0

66 0 10

No $0 z_No z_F Bachelors Manager 13 Private $14,050 Minivan $0 0 $0 11 Highly Urban/ Urban

0

66 0

No $0 z_No z_F z_High School z_Blue Collar 15 Commercial $6,100 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

66 0 11

No

Yes M z_High School z_Blue Collar 24 Commercial $22,790 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 10/23/53 66 0 9

No

Yes M z_High School Clerical 51 Private $12,140 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 10/23/53 66 0 11

No

z_No M PhD Manager 23 Commercial

Panel Truck $5,293 3 $0 Highly Urban/ Urban

0

66 0 0 $0 No

Yes z_F $8,374

4 Highly Urban/ Urban

0 10/22/53 66 0 7

No

z_No M Masters Professional 20 Commercial $11,180 Pickup

3

15 Highly Urban/ Urban

0 10/22/53 66 0 $71,869 No $246,071 z_No M Masters Professional 53 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

66 0 12

No

Yes M Masters 27 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

66 0 12

No

Yes M z_High School Professional 60 Private $16,080 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 0 $0 No $0 Yes M

0 10/18/53 66 0 0 $0 No

Yes z_F Bachelors Home Maker 31 Private $22,920 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

66 0 12

No

Yes M Bachelors Professional 52 Commercial $11,700 Pickup

1 $6,542 8 Highly Urban/ Urban

0 10/17/53 66 0 12 $56,006 No $190,938 Yes M Bachelors Professional 52 Commercial

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

0 10/17/53 66 0 13

No

z_No M

0

66 0 14

No

Yes z_F z_High School Home Maker 73 Private $8,560 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

66 0 14 $23,571 No

Yes M z_High School Clerical 45 Commercial $11,890 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 12

No Yes M Bachelors Professional 5 Commercial $6,100 Pickup $5,756 2 $0 11 Highly Urban/ Urban

0

66 0 4

No

z_No z_F z_High School Clerical 49 Private $6,100 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

66 0 12

No

Yes z_F Masters Manager 5 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

66 0 12

No

Yes z_F Masters Professional 11 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0 10/10/53 66 0 14

No

Yes z_F z_High School z_Blue Collar 22 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 10/10/53 66 0 12 $132,651 No $340,258 Yes z_F Masters Professional 11 Private $1,500 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 10/10/53 66 0 9

No

Yes z_F z_High School z_Blue Collar 43 Commercial $15,840 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/10/53 66 0 14

No

Yes M Bachelors z_Blue Collar 13 Commercial $18,750 Van $0 0 $0 9 Highly Urban/ Urban

1 10/10/53 66 0 13

No

Yes M z_High School z_Blue Collar 42 Commercial $7,440 z_SUV

2

8 Highly Urban/ Urban

0 10/10/53 66 0

No

z_No M Masters 18 Commercial

Panel Truck $0 0

12 Highly Urban/ Urban

0

66 0 11

No $0 z_No M Masters Professional 21 Commercial $16,590 Van

1 $0 18 Highly Urban/ Urban

0

66 0 13

No

Yes M Bachelors z_Blue Collar 35 Commercial

Van $0 0 $0 Highly Urban/ Urban

0

66 0 10

No $0 z_No M Bachelors Professional 32 Private $13,180 Minivan $0 0 $0 1 Highly Urban/ Urban

0 10/7/53 66 0 10 $70,840 No $0 z_No M Bachelors Professional 26 Private $17,140 Minivan

2

1 Highly Urban/ Urban

0 10/7/53 66 0 10

No $0 z_No M

Pickup $0 0 $0 6 Highly Urban/ Urban

0

66 0 11

No $214,584 Yes z_F Bachelors Professional 52 Private $21,160 Minivan $0 0 $0 6 Highly Urban/ Urban

0 10/6/53 66 0 11 $68,126 No $214,584 Yes z_F Bachelors Professional 52 Private $12,910 z_SUV $0 0

6 Highly Urban/ Urban

0 10/6/53 66 0 13

No

z_No M Masters Professional 49 Private $12,730 Minivan $0 0 $0 Highly Urban/ Urban

0 10/6/53 66 0 11

No $0 z_No z_F Masters Lawyer 27 Private $20,760 z_SUV $0 0 $0 22 Highly Urban/ Urban

0

66 0 11

No z_No z_F z_High School Manager 51 Private $21,440 Sports Car

1 $0 7 Highly Urban/ Urban

0

66 0 0 No $0 z_No z_F z_High School Student 43 Commercial $8,110 z_SUV $0 0 $2,327 8 Highly Urban/ Urban

0 10/3/53 66 0 11

No

z_No M Bachelors Professional 15 Private $26,090 Minivan $2,934 4 $0 9 Highly Urban/ Urban

0 10/3/53 66 0 0 No $0 z_No z_F z_High School Student 43 Commercial

Pickup

2

8 Highly Urban/ Urban

0

66 0 6 $85,408 No

Yes M Masters Lawyer 24 Private $14,640 Minivan

3 $0 12 Highly Urban/ Urban

0

66 0 11

No

Yes M Bachelors Manager 19 Private $15,890 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/30/53 66 0 6

No

Yes z_F z_High School z_Blue Collar 26 Commercial

z_SUV

3 $0 10 Highly Urban/ Urban

0 9/30/53 66 0 11 $82,398 No $235,439 Yes M Bachelors Manager 19 Private $19,240 Van $0 0 $0 15 Highly Urban/ Urban

0

66 0 11

No

Yes M

0 9/29/53 66 0 15

No

Yes M z_High School z_Blue Collar 35 Commercial $14,450 Minivan $0 0 $0 8 Highly Urban/ Urban

0 9/29/53 66 0 10

No

z_No M Bachelors Professional 13 Commercial $18,820 Van

1

13 Highly Urban/ Urban

0

66 0 14

No

Yes z_F Masters Lawyer 8 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0 9/28/53 66 0 0 $0 No

z_No z_F Bachelors Home Maker 35 Private $12,240 z_SUV

2 $0 Highly Urban/ Urban

0

66 0 9

No $0 z_No z_F z_High School Student 51 Commercial $8,410 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/26/53 66 0 12

No

Yes z_F z_High School Home Maker 28 Private $28,470 Pickup $0 0 $0 Highly Urban/ Urban

0 9/26/53 66 0 6

No

Yes M Masters 59 Commercial

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

0 9/26/53 66 0

No

Yes z_F PhD Lawyer 48 Private $13,690 z_SUV $4,656 4 $0 13 Highly Urban/ Urban

0

66 0

No

Yes M z_High School Professional 29 Private $22,630 Minivan $0 0 $0 7 Highly Urban/ Urban

0 9/25/53 66 0 10

No Yes M PhD 24 Commercial $18,430 Van $0 0 $0 12 Highly Urban/ Urban

2 9/25/53 66 0 9

No

Yes M

0

66 0 3

No $0 z_No z_F Masters Professional 30 Private $31,180 Pickup $0 0 $0 12 Highly Urban/ Urban

0 9/24/53 66 0 11 $35,362 No $0 z_No M z_High School Clerical 8 Private $13,140 Minivan $0 0 $0 7 Highly Urban/ Urban

0 9/24/53 66 0 7

No

z_No M Bachelors z_Blue Collar 8 Commercial $10,040 Pickup $0 0 $1,107 7 Highly Urban/ Urban

2 9/24/53 66 0 11 $35,362 No $0 z_No M z_High School Clerical 42 Commercial $17,970 Pickup $5,423 2

7 Highly Urban/ Urban

0

66 0 13

No $0 z_No z_F PhD 57 Commercial $30,690 Pickup

3

19 Highly Urban/ Urban

0

66 1 9

Yes

z_No M Bachelors z_Blue Collar 50 Commercial $26,440 Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 9/19/53 66 1 9 $49,680 Yes $228,046 z_No M Bachelors z_Blue Collar 50 Commercial $6,100 Pickup $2,986 3 $7,145 5 Highly Urban/ Urban

0

66 0 14

No

Yes M z_High School Clerical 31 Private $9,490 Pickup $0 0 $0 9 Highly Urban/ Urban

0

66 0 6

No $0 z_No z_F Bachelors Manager 40 Private $17,000 Sports Car $1,420 3 $0 12 Highly Urban/ Urban

0

66 0 12 $3,929 No

Yes z_F PhD Home Maker 56 Private $1,500 z_SUV $0 0 $0 18 z_Highly Rural/ Rural

0 9/15/53 66 0 7

No

z_No z_F z_High School Clerical 36 Commercial

Van $0 0 $0 11 z_Highly Rural/ Rural

0 9/15/53 66 0 5

No

z_No M Bachelors z_Blue Collar 5 Commercial

Panel Truck $3,777 1 $0 13 Highly Urban/ Urban

0

66 0 10

No

z_No z_F

1 $3,265 1 Highly Urban/ Urban

0

66 0 11

No $0 z_No M PhD Manager 34 Commercial $21,830 Van $8,170 2 $0 10 Highly Urban/ Urban

0 9/12/53 66 0 14

No

Yes z_F PhD 20 Commercial $38,870 Van $0 0

1 Highly Urban/ Urban

0 9/12/53 66 0 13

No

Yes z_F Masters Lawyer 52 Private $16,160 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 9/12/53 66 0 13

No

Yes M z_High School z_Blue Collar 17 Commercial $17,520 Van $4,636 3 $0 9 Highly Urban/ Urban

0

66 0 14

No

Yes M

2

1 Highly Urban/ Urban

0

66 0 10

No

z_No M

0

66 0 8

No

Yes z_F PhD 12 Commercial $25,780 Pickup $1,815 2 $0 13 Highly Urban/ Urban

0 9/9/53 66 0 8

No $0 z_No M Masters Lawyer 25 Private $1,500 Minivan

2 $0 8 Highly Urban/ Urban

0

66 0 8

No

Yes z_F Masters Lawyer 43 Private

Sports Car $0 0 $0 16 z_Highly Rural/ Rural

0 9/8/53 66 0 8 $73,872 No $245,878 Yes z_F Masters Lawyer 43 Private $25,510 Minivan $0 0 $0 16 z_Highly Rural/ Rural

0 9/8/53 66 0 8 $73,872 No $245,878 Yes z_F Masters Lawyer 43 Private $17,550 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

66 0 12

No

z_No z_F z_High School Clerical 60 Private $9,200 Minivan $0 0

9 Highly Urban/ Urban

0

66 0 0 $0 No $0 z_No z_F z_High School Student 23 Commercial $10,080 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

66 0 12 No

z_No z_F Bachelors Professional 36 Private $7,490 z_SUV

1 $0 Highly Urban/ Urban

0

66 0 13

No $0 z_No z_F Masters Lawyer 36 Private $22,240 z_SUV

2 $0 9 Highly Urban/ Urban

0 9/3/53 66 0 13

No

z_No M z_High School z_Blue Collar 35 Commercial

Pickup

2 $0 6 Highly Urban/ Urban

0

66 0 10

No

Yes z_F Masters Lawyer 35 Private

Sports Car $4,784 3 $0 11 Highly Urban/ Urban

0 9/2/53 66 0 12

No

Yes M

0 9/2/53 66 0 12 $35,852 No $142,093 Yes M $11,214

3 $0 Highly Urban/ Urban

0

66 0 14

No $0 z_No M Masters 5 Commercial $33,610 Panel Truck

3

15 Highly Urban/ Urban

0

66 0 11

No

Yes M Masters Manager 32 Private $17,370 Minivan $0 0 $0 1 Highly Urban/ Urban

1 8/29/53 66 0 10

No

Yes z_F Bachelors z_Blue Collar 56 Commercial $13,770 z_SUV $0 0 $0 7 Highly Urban/ Urban

1 8/29/53 66 0 10 $84,667 No $236,725 Yes z_F Bachelors z_Blue Collar 56 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

66 0 14

No $210,695 Yes z_F z_High School z_Blue Collar 53 Commercial $11,880 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

66 0 0 $0 No $0 Yes z_F

1 8/27/53 66 0 10

No $0 z_No M

0 8/27/53 66 0 0 $0 No $0 Yes z_F

0 8/27/53 66 0 10 $21,238 No $0 z_No M $9,513

1 $3,050 7 Highly Urban/ Urban

0 8/27/53 66 0 0 $0 No

Yes z_F Bachelors Home Maker 54 Private $6,140 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

66 0 12 $9,537 No

Yes z_F Masters Home Maker 18 Private $10,760 Minivan

3 $0 13 Highly Urban/ Urban

0 8/26/53 66 0 14 $50,272 No

Yes z_F Bachelors z_Blue Collar 55 Commercial $27,620 Pickup $0 0 $1,102 6 Highly Urban/ Urban

0

66 0 14

No $0 z_No M z_High School z_Blue Collar 53 Commercial $6,270 Pickup

2 $0 1 Highly Urban/ Urban

0

66 0 12

No

Yes z_F Masters Lawyer 34 Private $27,630 Pickup

3 $0 10 Highly Urban/ Urban

0

66 0 10

No

Yes M Bachelors Home Maker 27 Private $19,750 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 8/21/53 66 0 16

No

Yes z_F Bachelors Home Maker 13 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0

66 0 15

No

Yes z_F Bachelors Professional 26 Private $9,700 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

66 0 13

No

Yes z_F Masters Manager 20 Private $18,270 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

66 0 12

No

Yes z_F Masters Lawyer 25 Private $31,980 Minivan $0 0 $0 1 Highly Urban/ Urban

0

66 0 11

No

z_No z_F z_High School Home Maker 22 Private $7,740 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

66 0 18

No

Yes z_F z_High School z_Blue Collar 59 Commercial $17,500 Minivan $0 0 $0 7 Highly Urban/ Urban

0

66 0 10

No

z_No M Masters Lawyer 21 Private $14,760 Minivan $0 0 $0 11 Highly Urban/ Urban

0

66 0 $0 No $0 Yes M z_High School Student 39 Commercial $24,780 Panel Truck

2 $0 9 z_Highly Rural/ Rural

0

66 0 8

No

Yes M z_High School Professional 5 Private $6,100 Pickup $4,263 2 $0 6 Highly Urban/ Urban

0

66 0

No

z_No M z_High School Clerical 25 Private $12,780 Minivan $8,340 1 $0 9 Highly Urban/ Urban

0

66 0 0 $0 No $0 Yes M z_High School Student 15 Commercial $32,280 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

66 0 10

No $0 z_No M z_High School z_Blue Collar 41 Commercial

Van

1 $0 1 Highly Urban/ Urban

0 8/5/53 66 0 12

No

Yes M Bachelors Professional 49 Private

Minivan

3 $0 12 Highly Urban/ Urban

0

66 0 11

No $0 z_No z_F Bachelors Professional 53 Private $15,340 z_SUV $0 0

12 Highly Urban/ Urban

0 8/3/53 66 0 11 $71,667 No z_No z_F Bachelors Professional 53 Commercial $31,500 Van $0 0 $0 12 Highly Urban/ Urban

0 8/3/53 66 0 5 $393 No

z_No z_F z_High School Home Maker 55 Private $6,140 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

67 0 8

No $0 z_No M PhD Manager 53 Commercial

Pickup $6,935 1

19 Highly Urban/ Urban

0

67 0

No

z_No z_F Masters Lawyer 57 Private $12,010 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 7/30/53 67 0 11

No

Yes M Masters Lawyer 24 Private $6,100 Minivan

3 $0 18 Highly Urban/ Urban

0

67 0 0 $0 No $0 z_No M z_High School Student 23 Commercial $17,380 Van $0 0 $1,493 1 z_Highly Rural/ Rural

0 7/29/53 67 0 11

No

z_No z_F Masters Lawyer 41 Private $13,990 z_SUV $5,531 3 $0 11 Highly Urban/ Urban

0

67 0 10

No

z_No z_F Bachelors z_Blue Collar 62 Private $15,300 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 7/28/53 67 0 7

No $0 z_No M Bachelors z_Blue Collar 19 Commercial $19,980 Van $8,054 2 $8,000 10 Highly Urban/ Urban

0

67 0 13

No $0 z_No z_F Bachelors Professional 17 Private $11,830 z_SUV $5,970 3 $0 6 Highly Urban/ Urban

0 7/27/53 67 0 8

No

Yes z_F z_High School z_Blue Collar 30 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/27/53 67 0 13 $57,323 No $0 z_No z_F Bachelors Professional 17 Private $8,780 Minivan $0 0 $0 6 Highly Urban/ Urban

0

67 0 7

No

Yes M z_High School Professional 24 Commercial $6,100 Pickup $0 0

1 Highly Urban/ Urban

0

67 0 13

No z_No M Masters Manager 28 Commercial $28,290 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 7/25/53 67 0 $175,117 No z_No M Masters Manager 28 Commercial

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

0 7/25/53 67 0 8

No $0 z_No M Masters Professional 58 Commercial $5,100 Pickup $0 0

12 Highly Urban/ Urban

0

67 0 13

No

Yes M Masters Lawyer 33 Private $27,300 Minivan

4 $0 23 Highly Urban/ Urban

0 7/24/53 67 0 7

No

Yes z_F Bachelors z_Blue Collar 60 Commercial $13,770 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

67 0 8

No Yes z_F Bachelors Clerical 41 Private $12,240 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 7/22/53 67 0 5

No $0 z_No M PhD 25 Commercial

Panel Truck $21,880 2

8 Highly Urban/ Urban

0 7/22/53 67 0 12

No

Yes M z_High School z_Blue Collar 38 Commercial $10,220 Minivan

1 $0 1 Highly Urban/ Urban

0

67 0 12

No

z_No z_F Bachelors Professional 42 Private $17,130 Sports Car

3 $0 11 Highly Urban/ Urban

0

67 0 13 $19,270 No

Yes M

0 7/19/53 67 0 10

No

Yes z_F z_High School z_Blue Collar 30 Private $14,550 z_SUV $4,758 2

1 Highly Urban/ Urban

0 7/19/53 67 0 12

No

Yes z_F z_High School Professional 23 Private $25,140 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/19/53 67 0 12

No

Yes z_F

0 7/19/53 67 0 12 $49,917 No $182,126 Yes z_F

0

67 0 11

No

Yes z_F Bachelors Home Maker 5 Private $6,100 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

67 0 7

No

Yes z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 7/17/53 67 0 5

No $0 z_No M Masters Lawyer 19 Private $14,890 Minivan $0 0 $0 14 Highly Urban/ Urban

1

67 0 13

No

Yes M Bachelors Manager 53 Private $16,450 z_SUV $5,105 3

10 Highly Urban/ Urban

0

67 0 10

No

Yes z_F z_High School z_Blue Collar 34 Commercial $15,670 Sports Car

3

9 Highly Urban/ Urban

0 7/15/53 67 0 6

No

Yes M Bachelors Professional 50 Commercial $28,360 Panel Truck

2 $0 1 Highly Urban/ Urban

0

67 0 7

No $0 z_No z_F Bachelors Professional 36 Commercial $25,850 Pickup $1,294 1

10 Highly Urban/ Urban

1 7/13/53 67 0 13

No

Yes M Masters Lawyer 60 Private $24,070 z_SUV

1 $0 13 Highly Urban/ Urban

0 7/13/53 67 0 13 $64,030 No $191,941 Yes M Masters Lawyer 24 Private $7,900 Minivan $0 0 $0 13 Highly Urban/ Urban

0

67 0 7

No

z_No z_F z_High School Professional 37 Private $24,180 z_SUV

2 $0 1 Highly Urban/ Urban

0 7/12/53 67 0 10 No

Yes M Masters Lawyer 7 Private $15,920 Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/12/53 67 0 10 No $288,592 Yes M Masters Lawyer 7 Private $6,100 Pickup $0 0 $0 15 Highly Urban/ Urban

0 7/12/53 67 0 10 No $288,592 Yes M Masters Lawyer 7 Private $14,470 Minivan $0 0 $0 15 Highly Urban/ Urban

0

67 0 14

No

Yes M Bachelors z_Blue Collar 33 Commercial $13,500 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 7/11/53 67 0 12

No

Yes z_F z_High School z_Blue Collar 75 Commercial $11,530 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

67 0 7

No

Yes M Bachelors z_Blue Collar 24 Commercial $14,020 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 7/8/53 67 0 0 $0 No $0 z_No z_F Bachelors Home Maker 53 Private $6,100 z_SUV

4 $6,611 12 Highly Urban/ Urban

2 7/8/53 67 0 0 $0 No $0 z_No z_F Bachelors Home Maker 25 Commercial $7,270 Pickup

3

12 Highly Urban/ Urban

0 7/8/53 67 0 10

No

z_No z_F Masters Lawyer 5 Private $14,290 Minivan $0 0 $0 13 Highly Urban/ Urban

0

67 0 13

No

z_No M z_High School Clerical 47 Commercial $18,340 Van $6,018 3 $0 10 Highly Urban/ Urban

0 7/5/53 67 0 13

No $0 z_No z_F Bachelors z_Blue Collar 18 Commercial $10,610 z_SUV

2 $0 13 Highly Urban/ Urban

0

67 0 10

No

Yes M PhD 37 Commercial

Panel Truck

2 $0 13 Highly Urban/ Urban

0

67 0 11

No

Yes M Bachelors z_Blue Collar 86 Commercial $6,100 Pickup $0 0 $0 z_Highly Rural/ Rural

0

67 0 12

No

z_No M Masters Lawyer 21 Private $13,050 Minivan $0 0 $0 7 Highly Urban/ Urban

0 7/2/53 67 0 12

No $0 z_No z_F Masters Lawyer 5 Private $18,080 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 7/2/53 67 0 11

No

Yes M Masters Manager 44 Private $17,880 Van $0 0 $0 16 Highly Urban/ Urban

0

67 0 14

No

Yes M Masters Lawyer 29 Private $18,640 Van $0 0 $0 17 Highly Urban/ Urban

0

67 0 13

No $0 z_No M Bachelors Manager 16 Private $12,270 Minivan $0 0 $0 10 Highly Urban/ Urban

0 6/30/53 67 0 10

No

z_No M Bachelors z_Blue Collar 49 Commercial $12,940 Minivan

3

11 Highly Urban/ Urban

0

67 0 12

No $0 z_No M Masters Manager 45 Commercial

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

0

67 0 12

No

Yes M PhD Doctor 43 Private

Minivan

1 $0 14 Highly Urban/ Urban

0

67 0 0 $0 No $0 z_No z_F PhD Home Maker 74 Private $7,710 z_SUV $0 0

Highly Urban/ Urban

0

67 0 No

Yes M Masters 5 Commercial $27,170 Panel Truck $5,788 3 $0 Highly Urban/ Urban

0 6/22/53 67 0 9

No

z_No M Masters 71 Commercial $22,930 Panel Truck

2 $0 16 Highly Urban/ Urban

0

67 0 12

No

Yes M PhD Manager 44 Commercial

Panel Truck $0 0

13 Highly Urban/ Urban

0

67 0 5

No

Yes z_F Masters Professional 5 Private $17,940 Minivan $0 0 $0 10 Highly Urban/ Urban

0

67 0 12 $24,139 No $0 z_No M

0 6/19/53 67 0 12 $24,139 No $0 z_No M $5,233

2

1 Highly Urban/ Urban

0

67 0 6

No $0 z_No z_F Masters 24 Commercial $19,410 Pickup $0 0

11 Highly Urban/ Urban

0

67 0 13

No $0 z_No M Bachelors Manager 41 Private $13,200 Minivan $4,185 2 $0 8 Highly Urban/ Urban

0 6/17/53 67 0 9

No

Yes M Masters 36 Commercial $24,490 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

67 0 10

No

z_No z_F Bachelors Professional 40 Private $16,080 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 6/16/53 67 0 10

No

Yes M z_High School Professional 6 Private $11,370 Pickup $0 0 $0 8 Highly Urban/ Urban

0 6/16/53 67 0 12

No

Yes z_F z_High School Clerical 17 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

67 0 7

No $0 z_No M Masters 32 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 6/13/53 67 0 7 $165,373 No $0 z_No M Masters 32 Commercial $18,040 Van

2 $0 20 Highly Urban/ Urban

0

67 0 0 $0 No $0 Yes z_F z_High School Student 32 Commercial $1,500 Sports Car

1 $0 8 z_Highly Rural/ Rural

0

67 0

No

z_No M z_High School Professional 41 Commercial $25,420 Panel Truck $0 0

1 Highly Urban/ Urban

0 6/11/53 67 0 0 $0 No z_No z_F z_High School Home Maker 19 Private $6,990 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

67 0 10

No $0 z_No z_F z_High School Clerical 45 Private $10,360 z_SUV

1 $5,120 1 Highly Urban/ Urban

0 6/9/53 67 0 6

No

z_No z_F Bachelors Professional 42 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

67 0 13

No $0 z_No M Bachelors Professional 15 Private $14,640 Minivan $0 0 $0 9 Highly Urban/ Urban

0 6/8/53 67 0 12

No

Yes M Masters Professional 12 Commercial $27,790 Panel Truck

2 $0 10 Highly Urban/ Urban

0

67 0 $0 No

Yes z_F Bachelors Home Maker 28 Private $6,500 Sports Car

3 $0 10 Highly Urban/ Urban

0 6/7/53 67 0 6

No

z_No M Masters Manager 44 Private $23,270 Minivan

3 $0 9 Highly Urban/ Urban

0

67 0 10

No $0 z_No z_F Masters Home Maker 24 Private $22,770 Minivan $0 0 $0 16 z_Highly Rural/ Rural

0 6/6/53 67 0 12

No

Yes M z_High School Student 63 Commercial $17,580 Van $0 0 $0 1 Highly Urban/ Urban

0

67 0 10

No $0 z_No z_F Masters Lawyer 54 Private

Minivan

2 $0 16 Highly Urban/ Urban

0 6/5/53 67 0 12

No Yes M

2 $0 1 z_Highly Rural/ Rural

0 6/5/53 67 0 9

No

z_No z_F Bachelors Professional 28 Private $6,100 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

67 0 11

No $0 z_No M Bachelors z_Blue Collar 27 Commercial $17,020 Van $4,538 2

10 Highly Urban/ Urban

0 6/3/53 67 0 12

No

Yes z_F z_High School Home Maker 48 Private $24,930 Pickup $23,060 1 $14,604 1 Highly Urban/ Urban

0

67 0 11

No

z_No z_F Bachelors Professional 39 Private

z_SUV $0 0 $0 10 Highly Urban/ Urban

0 6/2/53 67 0 12

No

Yes z_F z_High School z_Blue Collar 54 Commercial $9,380 Sports Car

3 $0 1 Highly Urban/ Urban

0

67 0 11

No

Yes z_F Bachelors Manager 5 Commercial $24,120 Pickup

4 $0 7 Highly Urban/ Urban

0

67 0 6

No

Yes z_F z_High School Clerical 14 Private

z_SUV

3 $0 6 z_Highly Rural/ Rural

0

67 0 12

No

Yes z_F z_High School z_Blue Collar 55 Commercial

Minivan $3,960 2

8 Highly Urban/ Urban

0

67 0 13

No $0 z_No M PhD 39 Commercial

Panel Truck

3 $0 15 Highly Urban/ Urban

0 5/26/53 67 0 6

No $0 z_No M Masters Manager 36 Commercial

Panel Truck $1,401 1

14 Highly Urban/ Urban

0 5/26/53 67 0 9

No $0 z_No z_F z_High School Clerical 34 Commercial $8,820 Pickup $4,936 4 $0 3 Highly Urban/ Urban

0

67 0 13

No $204,282 Yes z_F Masters Lawyer 28 Private $6,100 z_SUV

1 $0 12 Highly Urban/ Urban

0

67 0 11

No

Yes z_F z_High School z_Blue Collar 30 Commercial $22,000 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

67 0 9

No

z_No M Masters Professional 28 Commercial

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

0

67 0 1

No $0 z_No M z_High School Student 25 Private $9,120 Pickup

2

7 Highly Urban/ Urban

0

67 0 0 $0 No $0 z_No M z_High School Student 32 Commercial $9,200 Pickup

3 $0 1 Highly Urban/ Urban

0

67 0 12

No

z_No z_F Bachelors Professional 56 Private $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 5/16/53 67 0 12

No $0 z_No z_F z_High School Clerical 57 Private $17,420 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

67 0 8 No

Yes z_F z_High School z_Blue Collar 17 Commercial

z_SUV $0 0 $0 9 Highly Urban/ Urban

0 5/14/53 67 0 No

Yes M PhD Lawyer 30 Private $6,300 Minivan $7,893 1 $0 14 Highly Urban/ Urban

0 5/14/53 67 0 11

No $0 z_No z_F z_High School z_Blue Collar 37 Commercial $14,130 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

67 0 13

No

Yes M z_High School Clerical 15 Private $11,080 Minivan $0 0 $0 9 Highly Urban/ Urban

0 5/13/53 67 0 7

No

Yes M Bachelors Professional 18 Private $15,190 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

67 0

No

Yes M z_High School z_Blue Collar 51 Commercial

Van

3 $0 10 Highly Urban/ Urban

0

67 0 11

No

Yes M $7,872

1

Highly Urban/ Urban

0

67 0 11

No

z_No z_F Masters Professional 5 Private $21,130 Sports Car

3 $0 18 Highly Urban/ Urban

0

67 0 12

No $0 z_No z_F z_High School z_Blue Collar 33 Commercial $14,480 Sports Car

3

1 Highly Urban/ Urban

0

67 0 5

No

z_No z_F z_High School z_Blue Collar 44 Commercial $20,030 z_SUV $0 0 $0 Highly Urban/ Urban

0

67 0 12

No

Yes z_F Bachelors z_Blue Collar 41 Commercial $6,100 z_SUV

2 $0 10 Highly Urban/ Urban

0

67 0 11

No

Yes M Bachelors Clerical 35 Private $12,230 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 5/4/53 67 0 14 No $0 z_No z_F

0

67 0 8

No $0 z_No z_F z_High School Manager 14 Private $11,140 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 5/3/53 67 0 12

No $0 z_No M z_High School Student 8 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

67 0 12

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial $19,070 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 5/2/53 67 0 6

No

Yes M Bachelors z_Blue Collar 30 Commercial $22,780 Panel Truck

2 $0 10 Highly Urban/ Urban

0

67 0 13

No

Yes M Bachelors Professional 35 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0

67 0 7 No z_No M Masters 17 Commercial $23,350 Panel Truck $4,678 3

17 Highly Urban/ Urban

0 4/30/53 67 0 11

No

Yes z_F z_High School Clerical 17 Commercial $18,920 Pickup $0 0 $0 8 Highly Urban/ Urban

0 4/30/53 67 0 15 No

Yes M z_High School Clerical 21 Private $6,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/30/53 67 0 15 $24,276 No

Yes M z_High School Clerical 28 Private $11,900 Pickup $0 0 $0 1 Highly Urban/ Urban

0

67 0 14

No

Yes M Bachelors Manager 14 Private $11,340 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/28/53 67 0 11

No

z_No M Bachelors z_Blue Collar 12 Private $6,100 Pickup $0 0 $0 12 Highly Urban/ Urban

0

67 0 8

No

Yes z_F z_High School z_Blue Collar 44 Commercial $25,850 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 4/27/53 67 0 6

No

Yes M z_High School z_Blue Collar 34 Commercial $17,840 Van $4,002 1

1 Highly Urban/ Urban

0 4/27/53 67 0 6 $77,946 No $225,853 Yes M z_High School z_Blue Collar 34 Commercial $20,820 Minivan

3 $0 1 Highly Urban/ Urban

0

67 0 3

No $0 z_No M Bachelors Student 45 Private $15,520 Minivan $0 0 $0 11 Highly Urban/ Urban

0

67 0 7

No

Yes M Masters 63 Commercial $18,050 Van

2

1 Highly Urban/ Urban

0 4/25/53 67 0 11

No $0 z_No M Masters 13 Commercial

Van

3 $0 15 Highly Urban/ Urban

0

67 0 11

No

Yes M z_High School z_Blue Collar 28 Commercial $6,030 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/24/53 67 0 6

No $0 z_No z_F Bachelors Home Maker 5 Private

Minivan $0 0 $0 4 Highly Urban/ Urban

0 4/24/53 67 0 11 $45,300 No $152,064 Yes M z_High School z_Blue Collar 28 Commercial $10,630 Pickup $0 0

1 Highly Urban/ Urban

0

67 0 13 No

z_No z_F PhD Manager 43 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0 4/23/53 67 0 12

No

Yes M Masters 15 Commercial $29,370 Panel Truck $4,174 2

15 Highly Urban/ Urban

0

67 0 12 No

Yes z_F Masters Professional 53 Private

Minivan $31,180 1 $0 17 Highly Urban/ Urban

0

67 0 7

No $0 z_No z_F Masters 42 Commercial $24,410 Pickup

1 $4,579 18 Highly Urban/ Urban

0 4/21/53 67 0 8 $5,740 No $0 z_No z_F PhD Manager 19 Private $24,480 Minivan

2 $0 16 Highly Urban/ Urban

0 4/21/53 67 0 12

No

Yes M

0

67 0 6

No

Yes z_F Masters Home Maker 39 Private $12,850 z_SUV $5,863 3

21 Highly Urban/ Urban

0

67 0 11

No

Yes M z_High School z_Blue Collar 51 Commercial

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

0

67 0 14 No

Yes M Bachelors Professional 7 Commercial $25,660 Panel Truck

1 $0 12 Highly Urban/ Urban

0

67 0 13

No

z_No z_F Masters Lawyer 7 Private $16,620 z_SUV $0 0

Highly Urban/ Urban

0 4/12/53 67 0 12

No $0 z_No z_F z_High School Clerical 40 Private $11,010 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

67 0 9

No

Yes M Masters Manager 7 Private $6,100 Minivan $0 0 $0 15 Highly Urban/ Urban

0 4/11/53 67 0 9 $107,006 No $342,272 Yes M Masters Manager 7 Private $16,800 Van $0 0 $0 15 Highly Urban/ Urban

0 4/11/53 67 1 17 $45,298 No

Yes M Masters Manager 8 Private $14,660 Minivan $0 0 $0 16 Highly Urban/ Urban

0 4/11/53 67 0 11

No $0 z_No M z_High School Manager 25 Private $14,370 Minivan

2 $0 10 Highly Urban/ Urban

0

67 0 8

No

Yes M Masters 20 Commercial $23,910 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0 4/10/53 67 1 11

Yes $0 z_No z_F z_High School z_Blue Collar 11 Commercial $6,670 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

67 0 11

No

z_No z_F Bachelors Manager 10 Private $18,430 Sports Car $0 0 $4,865 10 Highly Urban/ Urban

0

67 0 12

No $0 z_No M

0 4/8/53 67 0 9 No $0 z_No z_F Masters Lawyer 36 Private $11,910 Sports Car

1

18 Highly Urban/ Urban

0 4/8/53 67 0 10

No $0 z_No M PhD 9 Commercial

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

0 4/8/53 67 0 10

No

Yes M z_High School Clerical 29 Private $12,530 Minivan

1 $0 1 Highly Urban/ Urban

0 4/8/53 67 0 10 No $153,059 Yes M z_High School Clerical 29 Private $10,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

67 0 13

No

Yes M Bachelors z_Blue Collar 29 Commercial $23,370 Panel Truck

2 $3,118 10 Highly Urban/ Urban

0

67 1 13

Yes

z_No z_F Bachelors Professional 18 Private $22,260 Minivan $5,290 1 $0 6 Highly Urban/ Urban

0 4/6/53 67 0 12

No

z_No M Bachelors z_Blue Collar 14 Commercial $17,760 Van $0 0 $0 14 Highly Urban/ Urban

2

67 0 10

No

z_No M z_High School z_Blue Collar 59 Commercial $28,470 Pickup $0 0 $0 7 Highly Urban/ Urban

0

67 0 11

No Yes z_F z_High School z_Blue Collar 48 Commercial $23,710 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 4/3/53 67 0 12

No

z_No z_F PhD Home Maker 60 Commercial $16,400 Pickup $4,052 4 $6,978 15 Highly Urban/ Urban

0 4/3/53 67 0 13 $103,093 No

Yes z_F Bachelors Professional 39 Commercial

Van $0 0 $0 6 z_Highly Rural/ Rural

0

67 0 10

No

z_No z_F Masters Lawyer 34 Private $12,130 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

67 0 5

No

Yes M Masters 21 Commercial $17,510 Van

1 $0 14 Highly Urban/ Urban

0 3/30/53 67 0 5 $75,983 No $252,802 Yes M Masters 17 Commercial

Van $0 0 $0 14 Highly Urban/ Urban

0 3/30/53 67 0 5 $75,983 No $252,802 Yes M Masters 21 Private $14,610 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/30/53 67 0 11

No $0 z_No z_F Bachelors Manager 53 Private $24,220 z_SUV $4,707 2 $0 Highly Urban/ Urban

0 3/30/53 67 0 11

No

Yes M Bachelors Manager 36 Private $10,220 Minivan $0 0 $0 7 Highly Urban/ Urban

0

67 0 11

No z_No z_F PhD Doctor 42 Private $17,820 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 3/29/53 67 0 No $0 z_No M z_High School z_Blue Collar 53 Commercial $14,620 Minivan

2 $6,988 1 Highly Urban/ Urban

0

67 0 7

No

Yes z_F Masters Home Maker 58 Private $19,600 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

67 0 14

No $0 z_No z_F Bachelors Manager 30 Private $11,180 z_SUV $0 0 $0 3 Highly Urban/ Urban

1

67 0 8

No

Yes M Bachelors z_Blue Collar 72 Private $19,450 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 3/25/53 67 0 10

No

Yes M Bachelors Manager 36 Commercial $11,110 Pickup $5,303 3 $0 6 Highly Urban/ Urban

0

67 0 7

No

Yes M Bachelors z_Blue Collar 43 Commercial $26,310 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 3/24/53 67 0 13

No

Yes z_F Bachelors Professional 35 Private

Minivan

2 $0 10 Highly Urban/ Urban

0

67 0 14

No

Yes M z_High School z_Blue Collar 50 Commercial $9,570 Pickup $0 0 $0 7 Highly Urban/ Urban

0 3/23/53 67 0 11

No

Yes z_F Bachelors Manager 43 Private $31,010 Pickup $0 0 $0 1 Highly Urban/ Urban

0 3/23/53 67 0 13 No

Yes M Bachelors Clerical 34 Private $12,360 Minivan $0 0 $0 11 z_Highly Rural/ Rural

1

67 0 11

No

Yes M z_High School Clerical 35 Commercial $9,090 z_SUV

2

1 z_Highly Rural/ Rural

0 3/21/53 67 0 12

No

Yes M z_High School z_Blue Collar 30 Commercial $10,730 Minivan $0 0

1 Highly Urban/ Urban

0 3/21/53 67 0 10 No

Yes z_F Bachelors Home Maker 49 Private

Minivan $3,916 1 $0 14 Highly Urban/ Urban

0

67 0 14 $129,798 No

Yes z_F Masters Manager 19 Commercial $23,550 Pickup $0 0 $0 12 Highly Urban/ Urban

0

67 0 15

No

Yes z_F PhD Doctor 31 Private $26,780 Minivan $0 0 $0 18 Highly Urban/ Urban

0 3/19/53 67 0 16

No Yes z_F Bachelors Professional 13 Private $16,700 Minivan

1 $0 12 Highly Urban/ Urban

0 3/19/53 67 0 8 No

Yes z_F Masters Lawyer 49 Private $24,520 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 3/19/53 67 0 12

No z_No z_F

0

67 0 6

No Yes M z_High School Manager 16 Private $14,940 Minivan $0 0 $0 8 Highly Urban/ Urban

0

67 0

No $0 z_No z_F Masters Manager 34 Private

Sports Car $0 0

12 Highly Urban/ Urban

0 3/16/53 67 0 11 $23,921 No

Yes z_F z_High School Clerical 24 Private $12,180 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 3/16/53 67 0 12

No

Yes z_F Bachelors Home Maker 38 Private $13,420 z_SUV

1 $0 Highly Urban/ Urban

0

67 0 10 No

z_No M Bachelors Professional 28 Private $12,600 Minivan $0 0 $0 7 Highly Urban/ Urban

0 3/14/53 67 0 13 No $0 z_No z_F Bachelors Student 124 Commercial

Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

67 0 10

No z_No z_F Bachelors Student 73 Commercial

z_SUV $0 0 $3,570 8 Highly Urban/ Urban

0 3/12/53 67 0 9 $35,586 No

z_No M $5,567

1 Highly Urban/ Urban

0 3/12/53 67 0 9

No

z_No M z_High School z_Blue Collar 38 Commercial $8,410 Pickup

2

10 Highly Urban/ Urban

0

67 0 10

No

Yes z_F Masters Lawyer 49 Private $22,700 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

67 0 12

No

Yes z_F PhD Professional 25 Commercial $22,160 Pickup

1 $0 24 Highly Urban/ Urban

0

67 0 12

No

Yes z_F z_High School Clerical 30 Private $9,240 Sports Car

2 $0 z_Highly Rural/ Rural

0 3/8/53 67 0 13

No $0 Yes z_F z_High School Student 40 Commercial $2,920 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 3/8/53 67 0 10

No

Yes M Masters Lawyer 26 Private $14,400 Minivan $0 0 $0 11 Highly Urban/ Urban

0 3/8/53 67 0 12

No

Yes z_F z_High School z_Blue Collar 5 Commercial $10,200 z_SUV

1 $0 1 Highly Urban/ Urban

0

67 0 5

No

Yes z_F Masters Manager 39 Private $12,070 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 3/6/53 67 0 7

No $0 z_No z_F Masters Home Maker 56 Commercial

Pickup

1 $0 19 Highly Urban/ Urban

0 3/6/53 67 0 7 $76,216 No $0 z_No z_F Masters Home Maker 56 Private $13,720 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

67 0 13

No Yes M Masters 39 Commercial

Panel Truck

2 $0 14 Highly Urban/ Urban

0 3/5/53 67 0 7

No

z_No z_F Bachelors Professional 58 Private $10,720 z_SUV $0 0 $0 Highly Urban/ Urban

0 3/5/53 67 0 14 No $0 z_No M z_High School Manager 8 Commercial $11,980 Pickup

2 $0 8 Highly Urban/ Urban

0 3/5/53 67 0 10

No

Yes z_F Masters Lawyer 23 Private $1,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 3/5/53 67 0 14

No

Yes z_F Bachelors z_Blue Collar 47 Commercial

Sports Car

1

9 Highly Urban/ Urban

0

67 0 9

No $0 z_No M PhD Lawyer 24 Private $17,270 Van

1 $3,776 17 Highly Urban/ Urban

0

67 1

No

Yes M Bachelors z_Blue Collar 42 Commercial $13,030 Minivan $1,699 1 $0 7 Highly Urban/ Urban

0 3/3/53 67 0 9

No $0 z_No M PhD Doctor 18 Private $1,500 Minivan $1,155 3 $0 16 Highly Urban/ Urban

0 3/3/53 67 0 10

No

Yes M Bachelors Manager 30 Private $31,500 Minivan $0 0 $0 10 Highly Urban/ Urban

0

67 0 0 $0 No $0 z_No z_F z_High School Home Maker 35 Private $1,500 z_SUV $0 0

1 Highly Urban/ Urban

0 2/27/53 67 0 13

No $0 z_No M PhD 52 Commercial $34,020 Panel Truck $1,332 3 $0 23 Highly Urban/ Urban

0

67 0 11

No

Yes z_F z_High School Clerical 25 Private $15,250 z_SUV

3

1 Highly Urban/ Urban

0 2/24/53 67 0 13 No

Yes z_F Masters Manager 36 Private $18,930 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/21/53 67 0 12

No

Yes z_F Bachelors z_Blue Collar 37 Commercial $13,930 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 2/20/53 67 0 9

No

Yes M Masters Lawyer 16 Private $17,980 Van $0 0 $0 27 Highly Urban/ Urban

0 2/20/53 67 0 5

No z_No z_F

Minivan $0 0 $0 4 z_Highly Rural/ Rural

0 2/20/53 67 0 13

No

z_No z_F Masters Lawyer 5 Private $7,020 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 2/20/53 67 0 8

No

Yes z_F Bachelors z_Blue Collar 45 Private $12,580 z_SUV $7,450 1 $0 7 z_Highly Rural/ Rural

0 2/20/53 67 0 5 $17,991 No z_No z_F

0 2/19/53 67 0 10

No

z_No z_F PhD Manager 5 Private $6,100 z_SUV

1 $0 12 Highly Urban/ Urban

0 2/18/53 67 0 7 $4,034 No Yes z_F z_High School Student 40 Commercial $8,470 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 2/18/53 67 0 7 $4,034 No Yes z_F z_High School Student 40 Commercial $6,500 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 2/17/53 67 0 11

No

Yes M Bachelors Manager 32 Private $12,520 Minivan $0 0 $0 6 Highly Urban/ Urban

0 2/17/53 67 0 14

No

Yes M Masters Lawyer 27 Private $18,660 Van $0 0 $0 13 Highly Urban/ Urban

0 2/17/53 67 0 11 $57,456 No $207,400 Yes M Bachelors Manager 32 Private $15,160 Minivan $0 0 $0 6 Highly Urban/ Urban

0 2/14/53 67 0 8

No

z_No M Masters 41 Commercial $29,220 Panel Truck $0 0

13 Highly Urban/ Urban

1 2/14/53 67 0 12

No $0 z_No M z_High School z_Blue Collar 26 Private $15,060 Minivan

3 $0 1 z_Highly Rural/ Rural

0 2/12/53 67 0 12

No $0 z_No z_F z_High School z_Blue Collar 7 Private $24,220 z_SUV $2,088 4 $0 Highly Urban/ Urban

0 2/12/53 67 0 12 $49,654 No z_No z_F z_High School z_Blue Collar 7 Private $15,450 Sports Car $0 0 $0 Highly Urban/ Urban

0 2/12/53 67 0 12

No $0 z_No z_F z_High School z_Blue Collar 64 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0 2/9/53 67 0 7

No

Yes M z_High School Manager 47 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/9/53 67 0 12

No

Yes z_F Masters Home Maker 44 Private $7,750 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 2/7/53 67 0 10

No $0 z_No z_F PhD Manager 29 Private

Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/7/53 67 0 12

No z_No z_F Bachelors Professional 49 Commercial $27,010 Pickup

1 $0 19 Highly Urban/ Urban

0 2/7/53 67 0 6

No

Yes M Bachelors Professional 26 Commercial $22,610 Panel Truck $2,161 2 $4,979 8 Highly Urban/ Urban

0 2/6/53 67 0 13

No

Yes z_F Masters Professional 36 Private $21,070 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 2/6/53 67 0 14

No

Yes M Masters 37 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0

67 0 7

No

Yes z_F

0 2/5/53 67 0 13

No

Yes M Bachelors Manager 40 Commercial $9,290 Pickup

2 $0 13 Highly Urban/ Urban

0 2/5/53 67 0 0 $0 No

Yes z_F z_High School Home Maker 45 Private $16,230 Minivan

2 $0 Highly Urban/ Urban

0 2/3/53 67 0 14

No

z_No M Masters Lawyer 19 Private $24,840 Minivan $0 0 $0 16 Highly Urban/ Urban

0 2/3/53 67 0 2

No

z_No M Bachelors Manager 27 Commercial

Panel Truck

1 $0 13 Highly Urban/ Urban

0 2/2/53 67 0 13

No

Yes M

0

67 0 9

No

z_No z_F z_High School Professional 33 Private $24,340 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 1/31/53 67 0 13

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $19,860 z_SUV

3 $3,720 11 Highly Urban/ Urban

0 1/29/53 67 0 11

No z_No M PhD 35 Commercial $26,220 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0 1/27/53 67 0 11

No

z_No z_F Bachelors Clerical 12 Commercial $20,660 Pickup $0 0 $0 11 Highly Urban/ Urban

0

67 0 10

No

z_No z_F PhD Lawyer 33 Private $19,860 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

67 0 11

No $0 z_No z_F Bachelors Manager 37 Private $12,710 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 1/25/53 67 0 9

No

Yes z_F Masters 15 Commercial

Pickup

3 $0 17 Highly Urban/ Urban

2 1/24/53 67 0 9 $69,158 No

Yes M Masters Lawyer 40 Private $7,940 z_SUV

1 $0 Highly Urban/ Urban

0 1/23/53 67 0 0 $0 No

Yes z_F

0 1/22/53 67 0 13

No

Yes M z_High School Clerical 43 Commercial $10,060 Pickup

3

7 Highly Urban/ Urban

0 1/20/53 67 0 13

No

,806

Yes M PhD Manager 30 Private $23,730 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/20/53 67 0

No

Yes z_F z_High School Home Maker 5 Commercial $30,300 Pickup

1 $0 9 Highly Urban/ Urban

0 1/19/53 67 0 11

No

z_No z_F Bachelors Professional 31 Private $30,930 Minivan $0 0 $0 11 Highly Urban/ Urban

0

67 0 10

No

Yes z_F z_High School z_Blue Collar 21 Commercial $12,810 z_SUV

2 $0 10 Highly Urban/ Urban

0 1/17/53 67 0 13

No

Yes M Bachelors Professional 30 Commercial $20,950 Van $0 0 $0 z_Highly Rural/ Rural

0 1/17/53 67 0 0 $0 No $0 Yes M z_High School Student 40 Commercial

Panel Truck $0 0 $0 z_Highly Rural/ Rural

0 1/15/53 67 0 0 $0 No $0 z_No M Bachelors Student 97 Commercial $18,610 Van $0 0

z_Highly Rural/ Rural

0

67 0 14

No

Yes M Bachelors Professional 26 Private $12,580 Minivan $0 0 $0 11 Highly Urban/ Urban

0 1/13/53 67 0 10

No $0 z_No M Masters Lawyer 39 Private

Minivan

3 $0 21 Highly Urban/ Urban

3 1/12/53 67 0 12

No $0 z_No M Masters Professional 15 Commercial $10,410 Pickup $0 0

19 Highly Urban/ Urban

0

67 0 12

No

Yes z_F PhD Manager 27 Commercial $21,170 Pickup $0 0 $0 Highly Urban/ Urban

0 1/10/53 67 0 14

No $0 z_No z_F

0 1/10/53 67 0 14

No

Yes z_F z_High School Professional 13 Private $6,100 Sports Car $0 0 $0 Highly Urban/ Urban

0 1/8/53 67 0 12

No

z_No M Bachelors Professional 47 Private

Minivan $0 0 $0 6 z_Highly Rural/ Rural

0 1/8/53 67 0 11

No $0 z_No z_F Bachelors Clerical 25 Commercial $16,300 Van $0 0 $0 8 Highly Urban/ Urban

0 1/7/53 67 0 9

No

Yes M PhD 21 Commercial

Panel Truck

3 $0 10 Highly Urban/ Urban

0 1/7/53 67 0 9

No

z_No M PhD Doctor 54 Private

Minivan

2 $3,845 14 Highly Urban/ Urban

0 1/7/53 67 0 12

No

Yes M Bachelors Manager 52 Private $14,370 Minivan

2 $0 12 Highly Urban/ Urban

0 1/6/53 67 0 15

No

Yes z_F PhD Doctor 42 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 1/6/53 67 0 8

No

Yes M z_High School z_Blue Collar 35 Private $7,140 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/6/53 67 0 11

No

Yes M z_High School z_Blue Collar 35 Commercial $6,100 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 1/6/53 67 0 3 No $0 Yes M

0 1/6/53 67 0 10 $10,720 No $0 z_No z_F z_High School Student 16 Private $8,510 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 1/4/53 67 0 16

No

Yes z_F z_High School Professional 34 Private $5,020 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 1/3/53 67 0 15

No $0 z_No M z_High School Clerical 44 Private

Van $0 0 $0 5 z_Highly Rural/ Rural

0 1/3/53 67 0 11 No

Yes z_F Bachelors Professional 52 Private $8,270 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/3/53 67 0 14 No

Yes z_F

0 1/3/53 67 0 12

No

Yes z_F $3,624

3 $0 1 Highly Urban/ Urban

0

67 0 6

No

Yes z_F z_High School Manager 35 Private $14,060 z_SUV $0 0 $0 Highly Urban/ Urban

0 1/2/53 67 0 11

No $0 z_No z_F

0 1/2/53 67 0 11 $80,183 No

z_No z_F Bachelors z_Blue Collar 25 Commercial $16,870 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/2/53 67 0 11 $80,183 No $210,725 z_No z_F Bachelors z_Blue Collar 39 Private $6,970 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

67 0 14 No

z_No M Masters 22 Commercial $33,320 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

67 0 8 No z_No z_F Masters Lawyer 17 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0 12/31/52 67 0 8 No z_No z_F Masters Lawyer 17 Private $27,440 Minivan $0 0 $0 Highly Urban/ Urban

0

67 0 13

No

Yes M Masters Lawyer 44 Private $11,320 Pickup

2 $0 18 Highly Urban/ Urban

0 12/30/52 67 0 13

No

Yes M Bachelors Professional 42 Commercial

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

0 12/30/52 67 0 11

No

Yes M z_High School Professional 27 Private $11,470 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

67 0

No

Yes z_F PhD 20 Commercial

Pickup $0 0 $0 14 Highly Urban/ Urban

0

67 0 10

No $0 z_No M PhD Lawyer 22 Private $19,230 Minivan $0 0 $0 20 Highly Urban/ Urban

0

67 0 13

No

Yes z_F PhD Doctor 47 Private $21,860 z_SUV

2 $0 13 Highly Urban/ Urban

0

67 0 10

No

Yes z_F z_High School Clerical 28 Private $9,430 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 12/26/52 67 0

No

z_No M Bachelors Professional 5 Private $14,660 Minivan $0 0 $0 Highly Urban/ Urban

0

67 0 11

No

Yes z_F z_High School Clerical 32 Private $21,620 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/25/52 67 0 13

No

Yes M z_High School z_Blue Collar 85 Commercial $17,540 Van $0 0 $0 1 z_Highly Rural/ Rural

0

67 0 9

No

Yes M Masters Lawyer 58 Private $12,080 Pickup

1 $0 12 Highly Urban/ Urban

0 12/24/52 67 0 6

No $0 z_No z_F z_High School Manager 30 Private $12,690 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

67 0 14

No

Yes M Bachelors Professional 39 Private $12,610 Minivan $4,814 2 $0 6 Highly Urban/ Urban

0 12/23/52 67 0 12

No

z_No M Masters Lawyer 5 Private $16,330 Minivan $0 0 $0 22 Highly Urban/ Urban

0

67 0 12

No

z_No z_F z_High School Clerical 48 Private

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

0

67 0 9

No

z_No M Bachelors Manager 15 Commercial $11,800 Pickup

2 $0 11 Highly Urban/ Urban

0

67 0 12

No z_No M PhD 42 Commercial

Panel Truck $0 0

9 Highly Urban/ Urban

0

67 0 0 $0 No $0 Yes z_F z_High School Student 5 Private $13,420 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

67 0 14 $9,633 No

z_No M

0

67 0 9

No $0 Yes M z_High School Student 14 Private $7,310 Pickup $0 0 $0 1 Highly Urban/ Urban

0 12/17/52 67 0 7

No

z_No M Bachelors z_Blue Collar 9 Commercial $10,580 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

67 0 14

No

Yes M z_High School z_Blue Collar 49 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

67 0 4

No

z_No M Bachelors Professional 48 Commercial $6,100 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

67 0 10

No $0 z_No M Masters 30 Commercial $29,930 Panel Truck

2 $0 13 Highly Urban/ Urban

0 12/14/52 67 0 14

No

z_No M Masters 47 Commercial $16,490 Van $0 0 $0 14 Highly Urban/ Urban

0

67 0 12 $82,398 No $0 z_No M Bachelors Professional 44 Private $20,510 Minivan

2 $0 4 Highly Urban/ Urban

0

67 0 14

No

Yes z_F Bachelors Clerical 45 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0 12/12/52 67 0 13

No $0 z_No z_F Masters Lawyer 22 Private

Sports Car $0 0

21 Highly Urban/ Urban

0

67 0 7 $2,633 No

Yes z_F Bachelors Home Maker 45 Private $12,720 z_SUV $0 0 $0 3 Highly Urban/ Urban

0

67 0 8

No

Yes M Bachelors Clerical 39 Commercial $11,570 Pickup $0 0 $0 12 Highly Urban/ Urban

0 12/10/52 67 0 8

No

z_No z_F z_High School z_Blue Collar 18 Commercial $13,260 z_SUV

4

10 Highly Urban/ Urban

0

67 0 10

No

Yes z_F Bachelors z_Blue Collar 36 Commercial $22,210 z_SUV $6,632 2 $0 10 Highly Urban/ Urban

0 12/7/52 67 0 10 $70,307 No $226,429 Yes z_F Bachelors z_Blue Collar 36 Commercial $8,870 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

67 0 12

No

Yes z_F

0

67 0 8

No

Yes z_F Masters Professional 32 Private $16,760 Minivan $0 0 $0 8 Highly Urban/ Urban

0 12/5/52 67 0 11

No

Yes z_F Bachelors Manager 20 Private $13,990 Sports Car

1 $0 7 Highly Urban/ Urban

0 12/5/52 67 0 11

No

z_No M Masters 5 Private $14,230 Minivan $0 0 $0 14 Highly Urban/ Urban

0

67 0 13 No

Yes z_F PhD Doctor 13 Private $23,660 Sports Car $0 0 $0 20 Highly Urban/ Urban

0 12/4/52 67 0 12

No

Yes z_F Bachelors Professional 34 Private $9,980 Minivan $0 0 $0 11 Highly Urban/ Urban

0

67 0 8

No z_No M Masters 5 Commercial $31,510 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

67 0 13

No $0 z_No z_F $2,450

Sports Car $0 0

1 Highly Urban/ Urban

0

67 0 12

No

Yes M PhD Manager 21 Commercial

Panel Truck $7,327 1 $0 16 Highly Urban/ Urban

0 12/1/52 67 0 10

No

z_No z_F Masters Lawyer 31 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0

67 0 15

No

Yes z_F Bachelors z_Blue Collar 38 Commercial $15,270 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 11/30/52 67 0 0 $0 No $0 z_No z_F

0

67 0 13

No $0 z_No z_F Bachelors Professional 33 Private $12,610 z_SUV

3

11 Highly Urban/ Urban

0 11/29/52 67 0 12

No

Yes z_F Bachelors Home Maker 25 Private $7,920 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 11/29/52 67 0 12

No Yes z_F z_High School Professional 40 Private $12,220 z_SUV $6,780 1

10 Highly Urban/ Urban

0

67 0 7

No

Yes M PhD Doctor 21 Private $21,400 Minivan $0 0 $0 17 Highly Urban/ Urban

0

67 0

No

Yes M z_High School Professional 55 Commercial $11,810 Pickup

1 $3,261 8 Highly Urban/ Urban

0

67 0 11

No

z_No M z_High School Clerical 40 Private $15,820 Minivan $0 0 $0 8 Highly Urban/ Urban

0 11/24/52 67 0 10

No

z_No M Bachelors z_Blue Collar 32 Commercial $12,010 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 11/24/52 67 0 13

No

Yes M Bachelors Professional 23 Commercial

Panel Truck

2 $0 16 Highly Urban/ Urban

0 11/24/52 67 0 8

No

Yes M

0 11/24/52 67 0 8 $23,655 No $190,550 Yes M

Pickup

1

7 Highly Urban/ Urban

0

67 0 8 $30,111 No

z_No M $3,910

Minivan $0 0 $7,692 1 Highly Urban/ Urban

0 11/23/52 67 0 $30,111 No $164,877 z_No M

Van

1 $0 1 Highly Urban/ Urban

0

67 0 11

No

Yes M PhD Doctor 38 Private $18,980 Minivan $0 0 $0 12 Highly Urban/ Urban

0 11/21/52 67 0 9

No $0 z_No M Masters Professional 48 Commercial $28,260 Panel Truck $3,320 2 $38,750 13 Highly Urban/ Urban

1

67 0 12

No

Yes M Masters Manager 37 Private $16,840 Van $0 0 $0 18 Highly Urban/ Urban

0

67 0 13 No

Yes M z_High School z_Blue Collar 50 Commercial $11,700 Pickup $0 0 $0 z_Highly Rural/ Rural

0

67 0 8

No

Yes z_F z_High School Home Maker 27 Private $13,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

67 0 11

No

Yes M z_High School z_Blue Collar 29 Commercial $10,430 Minivan $0 0 $0 1 Highly Urban/ Urban

0 11/16/52 67 0

No $0 z_No M Bachelors Professional 57 Commercial $20,690 Van

1 $1,009 4 Highly Urban/ Urban

0 11/16/52 67 0 7

No

Yes M

0

67 0 11

No

Yes z_F Bachelors Professional 33 Private $10,550 z_SUV $6,730 2

16 Highly Urban/ Urban

0

67 0 10 No $0 z_No z_F Masters Lawyer 23 Private $32,020 Minivan $37,066 2 $0 22 Highly Urban/ Urban

0

67 0 13

No

Yes M PhD 37 Commercial $25,240 Panel Truck $6,035 3 $0 Highly Urban/ Urban

0 11/8/52 67 0 13 $109,533 No $300,480 Yes M PhD 37 Private $14,730 Minivan $0 0

Highly Urban/ Urban

0 11/8/52 67 0 8

No $238,724 Yes z_F Bachelors Manager 40 Private $18,700 Minivan $0 0 $0 11 Highly Urban/ Urban

0

67 0 13

No

Yes z_F z_High School Home Maker 32 Private $13,250 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

67 0 14

No

Yes M Masters 18 Commercial $30,670 Panel Truck $0 0 $0 18 Highly Urban/ Urban

0 11/6/52 67 0 0 No $0 Yes z_F PhD Doctor 42 Private $13,860 z_SUV $4,451 2 $0 13 Highly Urban/ Urban

0

67 0 11

No

Yes z_F Masters Manager 36 Private $13,270 Minivan $0 0 $0 14 Highly Urban/ Urban

0

67 0 14

No

Yes z_F Bachelors Clerical 5 Private $2,910 Sports Car $5,101 2 $0 20 Highly Urban/ Urban

0 11/4/52 67 0 14 $14,096 No $163,866 Yes z_F Bachelors Clerical 5 Private $3,790 z_SUV

1

20 Highly Urban/ Urban

0 11/4/52 67 0 10

No

z_No z_F z_High School Clerical 48 Private $5,120 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/4/52 67 0 7 No

Yes z_F Bachelors Professional 44 Private $11,350 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

67 0 13

No $0 z_No z_F PhD Doctor 34 Private $21,910 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 11/3/52 67 0 0 $0 No $0 z_No z_F

Minivan $0 0 $0 6 Highly Urban/ Urban

0

67 0 10

No

z_No M Masters Manager 34 Commercial $9,840 Pickup $0 0 $0 9 Highly Urban/ Urban

0

67 0 10

No

z_No z_F z_High School Clerical 56 Private $1,500 z_SUV $3,278 1 $2,967 1 z_Highly Rural/ Rural

0

67 0 14

No

Yes z_F PhD 33 Commercial $26,730 Pickup $0 0 $0 21 Highly Urban/ Urban

0 10/31/52 67 0 14

No

Yes z_F Masters Lawyer 34 Private $12,060 z_SUV

3 $0 17 Highly Urban/ Urban

0

67 0 11

No

Yes M

0

67 0 0 $0 No $0 z_No M $25,973

1

5 Highly Urban/ Urban

0 10/29/52 67 0 0 $0 No $0 z_No M

5 Highly Urban/ Urban

0

67 0 8

No $0 Yes z_F z_High School Student 35 Commercial $19,450 z_SUV $2,981 2 $0 Highly Urban/ Urban

0

67 0 13

No

Yes M Masters Lawyer 42 Private $21,580 Van $0 0 $0 14 Highly Urban/ Urban

0 10/24/52 67 0 11 No

Yes z_F z_High School z_Blue Collar 77 Commercial $17,240 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

67 0 14

No

z_No M

Panel Truck $0 0

1 z_Highly Rural/ Rural

0 10/23/52 67 0 5

No

Yes M Bachelors Professional 55 Private $15,030 Minivan $1,493 1 $0 13 Highly Urban/ Urban

0 10/23/52 67 0 14

No

Yes M z_High School Clerical 54 Private $9,150 Pickup

1 $6,801 3 Highly Urban/ Urban

0

67 0 0 $0 No

z_No M PhD Home Maker 52 Private $6,200 Pickup $0 0 $0 20 Highly Urban/ Urban

0 10/22/52 67 0 0 $0 No $91,949 z_No M PhD Home Maker 52 Private $6,200 Pickup $0 0 $0 20 Highly Urban/ Urban

0

67 0 12

No $0 z_No M Masters Professional 51 Commercial $11,770 Pickup

1 $0 12 Highly Urban/ Urban

0

67 0

No

Yes M Masters 20 Commercial $20,800 Van $0 0 $0 15 Highly Urban/ Urban

0 10/18/52 67 0 10

No

Yes z_F z_High School Professional 16 Private $15,280 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

67 0 6

No $0 z_No z_F

0

67 0 12

No

Yes M Bachelors Professional 52 Commercial $26,410 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 10/16/52 67 0 10

No $0 z_No z_F Bachelors Professional 38 Private

Sports Car

4 $4,055 15 Highly Urban/ Urban

0

67 0 12

No

z_No M z_High School z_Blue Collar 27 Private $10,920 Pickup

2

1 Highly Urban/ Urban

0

67 0 9 No

Yes M $2,589

1 Highly Urban/ Urban

3 10/12/52 67 0

No

Yes M

0 10/12/52 67 0 0 $0 No $0 z_No z_F PhD Home Maker 28 Commercial $18,040 Sports Car $0 0 $1,306 10 Highly Urban/ Urban

0

67 0 10

No

Yes M PhD 25 Commercial $18,570 Van

2 $0 16 Highly Urban/ Urban

0 10/11/52 67 0 10

No

z_No M Masters Lawyer 53 Private $21,970 Van $0 0 $0 12 Highly Urban/ Urban

0 10/11/52 67 0 12

No

Yes z_F z_High School z_Blue Collar 34 Commercial $24,740 Minivan $0 0 $0 10 Highly Urban/ Urban

0 10/11/52 67 0 10

No

z_No M z_High School Clerical 17 Private $9,640 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

67 0 12

No $0 z_No M Masters Manager 29 Private $14,210 Minivan $0 0 $0 12 Highly Urban/ Urban

0 10/10/52 67 0

No

Yes M

0 10/10/52 67 0 13

No

Yes z_F Masters Professional 50 Commercial

Van $0 0 $0 15 z_Highly Rural/ Rural

0

67 0 10

No $0 z_No z_F Bachelors z_Blue Collar 22 Commercial $13,240 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

67 0 9

No

Yes M z_High School Professional 35 Commercial $25,310 Panel Truck $0 0 $5,453 1 Highly Urban/ Urban

1 10/8/52 67 1 12

No

Yes M PhD Manager 5 Commercial $23,410 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

67 0 12

No $0 z_No M PhD 20 Commercial $6,200 Pickup $0 0 $0 7 Highly Urban/ Urban

0 10/7/52 67 0 12 $59,164 No $0 z_No M PhD 20 Commercial $6,200 Pickup $0 0 $0 7 Highly Urban/ Urban

0 10/7/52 67 0 13 No

Yes M Masters Lawyer 48 Private $17,760 Van

3 $0 19 Highly Urban/ Urban

0

67 0 7

No

Yes M Bachelors Manager 35 Commercial

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

0

67 0 14

No Yes M Masters 52 Commercial $25,940 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

67 0 10

No

Yes M PhD 18 Commercial

Panel Truck

3 $0 9 Highly Urban/ Urban

0 9/30/52 67 0 0 $0 No $0 z_No M Masters Home Maker 51 Private $6,200 Pickup

1 $838 10 Highly Urban/ Urban

0 9/30/52 67 0 7

No z_No M $3,043

7 Highly Urban/ Urban

0

67 0 9

No

Yes M Bachelors Professional 38 Private $12,940 Minivan $0 0 $0 4 Highly Urban/ Urban

0

67 0 12

No

Yes M Masters 40 Commercial

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

0

67 0 15

No

Yes M z_High School Professional 30 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0 9/25/52 67 0 15 $57,446 No $205,310 Yes M z_High School Professional 30 Commercial

Panel Truck $0 0

7 Highly Urban/ Urban

0

67 0 7

No

z_No M z_High School Clerical 46 Commercial $9,060 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

67 0 11

No

Yes M Bachelors z_Blue Collar 23 Commercial $17,410 Van $0 0 $0 8 Highly Urban/ Urban

0 9/23/52 67 0 14

No

Yes z_F z_High School z_Blue Collar 44 Commercial $6,200 z_SUV

2

10 Highly Urban/ Urban

0 9/23/52 67 0 14

No $0 z_No M Bachelors Professional 56 Private $12,850 Minivan $0 0

12 Highly Urban/ Urban

0

67 0 15

No

Yes M z_High School z_Blue Collar 26 Commercial $13,840 Minivan $0 0 $0 7 Highly Urban/ Urban

0

67 0 10

No $0 z_No z_F z_High School Clerical 22 Private $7,170 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 9/19/52 67 0 12

No

Yes M Bachelors Manager 18 Private $15,810 Minivan $0 0 $0 11 Highly Urban/ Urban

0

67 0 9

No $0 z_No z_F Masters Home Maker 50 Commercial

Pickup

2 $0 17 Highly Urban/ Urban

0

67 0

No $0 z_No z_F z_High School z_Blue Collar 16 Commercial $14,670 z_SUV $0 0

1 Highly Urban/ Urban

0 9/16/52 67 0 6

No

Yes M Masters Lawyer 21 Private $22,050 Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/16/52 67 0 0 $0 No

Yes z_F z_High School Home Maker 5 Private $6,200 Sports Car $4,962 1

Highly Urban/ Urban

0

67 0 7

No

Yes M z_High School Clerical 34 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0 9/15/52 67 0 7 $21,517 No $130,812 Yes M z_High School Clerical 12 Commercial $8,350 Pickup

2

1 Highly Urban/ Urban

0

67 1 10

Yes $0 z_No z_F Bachelors z_Blue Collar 45 Commercial $14,460 z_SUV

2

10 Highly Urban/ Urban

0

67 0

No $0 Yes M z_High School Student 40 Commercial $18,150 Van

1

Highly Urban/ Urban

0 9/12/52 67 0 14

No

Yes z_F PhD Doctor 29 Private $9,990 z_SUV

1 $0 17 Highly Urban/ Urban

0

67 0 12

No $0 z_No M Masters Lawyer 34 Private $13,610 Minivan $0 0 $0 12 Highly Urban/ Urban

0

67 0 11

No

Yes M Bachelors z_Blue Collar 63 Commercial $10,510 Minivan $0 0 $0 13 Highly Urban/ Urban

0 9/9/52 67 0 7

No $0 z_No M z_High School z_Blue Collar 33 Commercial $18,240 Van $0 0 $0 1 z_Highly Rural/ Rural

0

67 0 10

No

z_No M z_High School Professional 25 Private $14,390 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/8/52 67 0 14

No $0 z_No M $19,899

1 $0 1 Highly Urban/ Urban

0 9/8/52 67 0 14

No

Yes M z_High School Clerical 27 Private $9,550 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

67 0 5

No

Yes M Bachelors Professional 61 Commercial

Van $0 0 $0 1 Highly Urban/ Urban

0

67 0 14

No

Yes M Masters Manager 49 Commercial $28,380 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

67 0 12

No $0 z_No M PhD Doctor 46 Private $15,110 Minivan $0 0 $0 16 Highly Urban/ Urban

0

67 0 11

No

Yes z_F

2 $0 1 Highly Urban/ Urban

0

67 0

No $0 z_No M Masters 44 Commercial $24,020 Panel Truck

1

20 Highly Urban/ Urban

0

67 0 10

No $0 z_No M $8,917

1 $4,289 1 z_Highly Rural/ Rural

0 8/29/52 67 0 14

No

Yes M z_High School Manager 41 Commercial $14,020 Minivan $1,620 1 $0 7 Highly Urban/ Urban

0

67 0 15

No

Yes M

0 8/28/52 67 0 14 No $0 z_No M PhD 56 Commercial

Panel Truck

1 $0 12 Highly Urban/ Urban

0

67 0 6

No

Yes z_F z_High School Home Maker 32 Private $22,260 Minivan $0 0 $0 8 Highly Urban/ Urban

0

67 0 10

No

Yes z_F z_High School Clerical 48 Private $11,780 z_SUV

3 $0 1 Highly Urban/ Urban

0

67 0 13

No

Yes M Masters Lawyer 39 Private $17,670 Van $0 0 $0 14 Highly Urban/ Urban

0

67 0 11

No

Yes M Masters 32 Commercial

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

0

67 0 10

No

z_No z_F PhD Doctor 23 Private $11,240 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

67 0 10

No

z_No z_F Masters 47 Commercial

Van

2 $3,456 Highly Urban/ Urban

0

67 0 6

No

Yes z_F z_High School z_Blue Collar 38 Commercial $15,330 z_SUV $0 0 $1,026 9 Highly Urban/ Urban

0 8/15/52 67 0 6 $25,871 No $193,683 Yes z_F z_High School z_Blue Collar 38 Commercial $18,400 z_SUV

1 $0 9 Highly Urban/ Urban

0 8/15/52 67 0 12

No $0 z_No M Bachelors Professional 30 Commercial $19,950 Van $0 0 $0 11 Highly Urban/ Urban

0

67 0 8

No

Yes M Bachelors Professional 22 Private $37,580 Minivan $0 0 $0 1 Highly Urban/ Urban

0

67 0 12

No

z_No z_F Bachelors Professional 17 Commercial $27,820 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0 8/13/52 67 0 7

No

Yes z_F

0

67 0 13

No

Yes M

0

67 0 8 No

z_No M

0 8/10/52 67 0 16

No

Yes z_F Masters Lawyer 21 Private $19,400 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

67 0 10

No

Yes z_F z_High School Clerical 32 Private $11,030 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

67 0 16

No $145,021 Yes M z_High School Clerical 45 Commercial

Pickup $0 0

1 Highly Urban/ Urban

0

67 0 12

No

Yes M Bachelors Professional 30 Private $17,570 Van $0 0 $0 11 Highly Urban/ Urban

0 8/5/52 67 0 10

No

Yes z_F Bachelors z_Blue Collar 53 Private $5,900 Sports Car

2 $0 6 Highly Urban/ Urban

0

67 0 6

No

Yes M Masters 13 Commercial $21,460 Van $0 0 $0 13 Highly Urban/ Urban

0

67 0 8 $5,846 No

Yes z_F z_High School Home Maker 10 Private $9,030 z_SUV $0 0 $5,440 9 Highly Urban/ Urban

0

67 0 14

No

z_No M Bachelors z_Blue Collar 31 Commercial $14,220 Minivan $0 0 $0 9 Highly Urban/ Urban

0

68 0 12

No

z_No M z_High School Manager 43 Commercial $21,070 Van $3,460 1 $0 13 Highly Urban/ Urban

0

68 0 9

No

Yes M z_High School Professional 42 Commercial $24,480 Panel Truck $3,884 2

1 Highly Urban/ Urban

0 7/31/52 68 0 0 $0 No $0 z_No z_F Masters Home Maker 13 Private $20,890 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 7/31/52 68 0 0 No $0 z_No z_F Masters Home Maker 13 Private $11,780 Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/31/52 68 0 11

No

z_No z_F z_High School z_Blue Collar 28 Commercial $28,890 Sports Car $0 0 $0 7 Highly Urban/ Urban

0 7/31/52 68 0 0 No $0 z_No z_F Masters Home Maker 13 Private $7,630 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

68 0 12 No

Yes M Masters Lawyer 24 Private $14,410 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/30/52 68 0 0 $0 No $0 Yes M z_High School Student 52 Commercial $6,970 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/30/52 68 0 12

No

Yes z_F Masters Manager 41 Private $18,770 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

68 0 9 $61,365 No $0 z_No z_F z_High School z_Blue Collar 6 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/29/52 68 0 10

No

Yes M Masters Manager 24 Commercial $28,750 Panel Truck

2 $0 11 Highly Urban/ Urban

0

68 0 $25,620 No

Yes M z_High School Clerical 64 Commercial $8,760 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 7/28/52 68 0 $25,620 No $141,115 Yes M z_High School Clerical 64 Private $8,760 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

68 0 9

No

Yes M Masters Manager 54 Commercial $9,210 Pickup $0 0 $0 17 Highly Urban/ Urban

0

68 0 10

No

Yes M Bachelors Professional 42 Commercial $30,110 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0 7/26/52 68 0 7

No $0 z_No z_F Bachelors Professional 46 Private $17,440 Minivan

1 $0 12 Highly Urban/ Urban

0 7/26/52 68 0 10

No

Yes M

0

68 0 7

No $0 z_No M Bachelors z_Blue Collar 27 Private

z_SUV $1,118 2 $0 10 Highly Urban/ Urban

0

68 0 11

No $0 z_No z_F

0

68 0 8

No

Yes M z_High School Student 41 Private $17,190 Minivan

1 $0 1 z_Highly Rural/ Rural

0 7/22/52 68 0 0 $0 No $0 z_No M z_High School Student 59 Commercial $6,200 Pickup $4,754 2 $109 1 Highly Urban/ Urban

0 7/22/52 68 0 11

No

Yes M Bachelors Professional 49 Private $15,470 Minivan

3 $0 14 Highly Urban/ Urban

0 7/22/52 68 0 13 No

Yes M Bachelors z_Blue Collar 15 Commercial $17,110 Minivan $9,550 2 $3,449 13 Highly Urban/ Urban

0

68 0 15

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $1,500 Sports Car

2

7 Highly Urban/ Urban

0 7/21/52 68 0 13

No

Yes z_F Masters Lawyer 33 Private $12,030 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0 7/21/52 68 0 15 $91,221 No $263,877 Yes z_F Bachelors z_Blue Collar 31 Commercial $15,320 z_SUV $0 0

7 Highly Urban/ Urban

0

68 0 13

No

Yes z_F z_High School Manager 23 Private $13,760 z_SUV

1 $0 7 Highly Urban/ Urban

0

68 0 7

No

z_No M z_High School Professional 22 Commercial $9,070 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 7/17/52 68 0 7 $28,654 No $144,131 z_No M z_High School Professional 22 Private $10,990 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

68 0 7

No

z_No z_F Masters Lawyer 34 Private

z_SUV $0 0

17 Highly Urban/ Urban

0 7/16/52 68 0 13

No

Yes z_F Masters 9 Commercial $16,580 Pickup $0 0 $1,546 16 z_Highly Rural/ Rural

2

68 0 12

No

Yes M Masters Professional 64 Private $11,460 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

68 0

No

Yes z_F Masters Manager 47 Private $9,800 z_SUV

3

1 Highly Urban/ Urban

0 7/13/52 68 0 12

No

Yes z_F z_High School z_Blue Collar 5 Commercial

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

68 0 11

No

Yes M Masters Lawyer 36 Private $10,880 Pickup $0 0 $0 16 Highly Urban/ Urban

0 7/12/52 68 0 $54,005 No

Yes M z_High School z_Blue Collar 39 Commercial $11,600 Pickup $0 0 $0 5 Highly Urban/ Urban

0

68 0 12

No

Yes z_F Bachelors Professional 51 Private $18,110 z_SUV

2 $0 9 Highly Urban/ Urban

0 7/11/52 68 0 12 $55,019 No $206,801 Yes z_F Bachelors Professional 51 Private $11,700 z_SUV

2 $0 9 Highly Urban/ Urban

0

68 0 14

No

Yes M Masters Professional 37 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

68 0 12

No

Yes M Bachelors Professional 24 Private $14,220 Minivan $0 0 $0 10 Highly Urban/ Urban

0 7/7/52 68 0 12

No

Yes z_F Masters Lawyer 47 Private

Van

1

12 Highly Urban/ Urban

0

68 0 13

No

Yes M Bachelors Clerical 33 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0 7/6/52 68 0 7

No

Yes z_F Bachelors Professional 12 Private $15,960 z_SUV

1 $0 1 Highly Urban/ Urban

0 7/6/52 68 0 4

No $0 z_No z_F

0 7/6/52 68 0 4 $12,765 No $0 z_No z_F

0

68 0 10

No $0 z_No z_F PhD Doctor 35 Private

Sports Car $0 0 $0 13 Highly Urban/ Urban

0

68 0 8

No

Yes z_F Masters Professional 76 Commercial $20,600 Pickup $0 0 $0 20 Highly Urban/ Urban

0 7/2/52 68 0 7 No

z_No M Bachelors Clerical 37 Private $4,210 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

68 0 14

No

Yes M Masters Lawyer 26 Private $20,230 Van $0 0 $0 15 Highly Urban/ Urban

0 7/1/52 68 1 12

No

Yes z_F z_High School z_Blue Collar 51 Commercial $13,110 z_SUV $0 0 $2,896 6 Highly Urban/ Urban

0

68 0 6

No

Yes z_F $28,520

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

68 0 12

No

Yes M Bachelors Manager 37 Commercial $19,900 Van $0 0 $0 Highly Urban/ Urban

0 6/28/52 68 0 9

No

Yes z_F Masters Lawyer 41 Private

z_SUV $0 0 $0 6 Highly Urban/ Urban

0

68 0 10 $45,237 No $0 z_No z_F z_High School Professional 43 Private $15,550 Pickup $0 0 $0 1 Highly Urban/ Urban

0

68 0 11

No

Yes z_F PhD Professional 12 Commercial $29,620 Pickup

1 $0 17 Highly Urban/ Urban

0

68 0 8

No

Yes M

0 6/21/52 68 0 16

No

Yes z_F z_High School z_Blue Collar 43 Commercial $7,280 Pickup $4,009 2

6 Highly Urban/ Urban

0 6/21/52 68 0 9

No $0 z_No z_F Bachelors Home Maker 29 Private $1,500 Sports Car

4

9 Highly Urban/ Urban

0

68 0 11

No $0 z_No z_F

0

68 0 8

No $0 z_No z_F z_High School Clerical 50 Private $11,170 z_SUV

4 $4,376 Highly Urban/ Urban

0 6/17/52 68 0 12

No

z_No z_F Masters Lawyer 21 Private $20,530 Minivan

2 $0 15 Highly Urban/ Urban

0 6/17/52 68 0 11

No

Yes M $22,195

1 $0 1 Highly Urban/ Urban

0

68 0 0 $0 No

z_No z_F Bachelors Home Maker 32 Private $8,140 Sports Car

2 $13,720 1 Highly Urban/ Urban

0

68 0 12

No

Yes z_F PhD 39 Commercial $28,200 Van $0 0 $0 8 Highly Urban/ Urban

0 6/14/52 68 0 14

No Yes z_F z_High School z_Blue Collar 36 Commercial $10,280 z_SUV

3 $2,615 1 Highly Urban/ Urban

0

68 0

No Yes z_F z_High School z_Blue Collar 46 Commercial $8,530 z_SUV

2 $0 7 Highly Urban/ Urban

0

68 0 11

No

z_No z_F

1

68 0 12

No

Yes M z_High School Clerical 28 Private $9,860 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 6/9/52 68 0 11

No

z_No z_F $17,368

2

5 Highly Urban/ Urban

1 6/9/52 68 0 12 $32,992 No $143,769 Yes M z_High School Clerical 18 Private $21,130 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 6/9/52 68 0 10

No

Yes M Bachelors Manager 52 Private $15,670 Minivan $0 0 $0 6 Highly Urban/ Urban

0

68 0 14

No Yes z_F Masters Professional 36 Private $10,580 Sports Car

3 $0 1 Highly Urban/ Urban

0

68 0

No

Yes z_F z_High School Clerical 22 Private $18,000 z_SUV $4,263 1

1 Highly Urban/ Urban

0

68 0 13

No

Yes M Bachelors z_Blue Collar 53 Commercial $18,180 Van

2

7 Highly Urban/ Urban

0 6/5/52 68 0 13 $53,420 No

Yes M Bachelors Professional 27 Commercial $6,200 Pickup $0 0 $0 12 Highly Urban/ Urban

0

68 0 14

No

Yes z_F

0

68 0 8

No $0 z_No z_F Masters Lawyer 28 Private $11,980 z_SUV $0 0 $0 22 Highly Urban/ Urban

0 6/2/52 68 0 12

No

Yes z_F

0 6/2/52 68 0 12

No

z_No z_F Bachelors Professional 46 Private $15,390 Pickup

3

Highly Urban/ Urban

0 6/2/52 68 0 0 $0 No $0 z_No z_F PhD Home Maker 32 Private $19,860 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 6/2/52 68 0 10

No

z_No M Masters Lawyer 29 Private $24,640 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

68 0 13

No

Yes z_F z_High School z_Blue Collar 31 Private $6,200 z_SUV $0 0 $4,933 1 Highly Urban/ Urban

0 6/1/52 68 0 7

No $0 z_No z_F z_High School Clerical 57 Private $13,680 z_SUV $0 0

1 Highly Urban/ Urban

0

68 0 11

No

Yes M Masters Lawyer 37 Private $6,200 Minivan $0 0 $0 15 Highly Urban/ Urban

0 5/30/52 68 0

No

Yes z_F

0

68 0 0 $0 No

Yes z_F

z_SUV $0 0 $0 Highly Urban/ Urban

0 5/29/52 68 0 16

No

Yes z_F Masters Home Maker 50 Private $26,520 Sports Car

1 $3,969 16 Highly Urban/ Urban

0

68 0 3

No

Yes z_F Masters Home Maker 30 Private $11,780 z_SUV $0 0 $0 19 z_Highly Rural/ Rural

0

68 0

No $0 z_No M PhD 35 Commercial $21,890 Van $0 0 $0 9 z_Highly Rural/ Rural

0

68 0 12

No

Yes z_F Masters Professional 57 Private $16,440 Minivan $0 0 $0 10 Highly Urban/ Urban

0

68 0 6

No

z_No M Bachelors Manager 51 Private $14,780 Minivan

1 $0 10 Highly Urban/ Urban

0 5/23/52 68 0 13

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $22,690 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

68 0 12

No $268,445 Yes z_F Masters Lawyer 46 Private $7,300 Sports Car $0 0 $0 23 Highly Urban/ Urban

0 5/22/52 68 0 12 No z_No M Bachelors Professional 35 Commercial

Panel Truck $4,451 1 $0 10 Highly Urban/ Urban

0

68 0 11

No

Yes M Bachelors Professional 35 Commercial $16,580 Van $8,085 4 $0 13 Highly Urban/ Urban

0 5/21/52 68 0 11 $68,061 No $209,610 Yes M Bachelors Professional 35 Private $20,870 Van $0 0 $0 13 Highly Urban/ Urban

0

68 0 10 $59,936 No

z_No z_F z_High School Manager 6 Private $12,190 Sports Car $6,856 3 $0 9 Highly Urban/ Urban

0

68 0 13

No

Yes z_F PhD Doctor 41 Private

Van $0 0 $0 17 Highly Urban/ Urban

0 5/18/52 68 0 13 $166,359 No $386,052 Yes z_F PhD Doctor 41 Private $10,250 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

68 0 0 $0 No

Yes z_F z_High School Home Maker 27 Commercial $17,840 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 5/15/52 68 0 11

No

z_No M PhD Doctor 36 Private $8,570 Pickup $0 0 $0 1 Highly Urban/ Urban

0 5/15/52 68 0 0 $0 No

Yes M z_High School Student 29 Private $20,430 Van $0 0 $0 5 z_Highly Rural/ Rural

0

68 0 11

No

Yes M z_High School Professional 66 Private $21,030 Minivan

2 $0 12 Highly Urban/ Urban

0 5/14/52 68 0 8 No

Yes z_F z_High School z_Blue Collar 17 Commercial $18,400 z_SUV $0 0

9 Highly Urban/ Urban

0 5/14/52 68 0 8 No $186,797 Yes z_F z_High School z_Blue Collar 5 Commercial $7,510 z_SUV $0 0

9 Highly Urban/ Urban

0 5/14/52 68 0 11

No

Yes z_F Bachelors z_Blue Collar 59 Commercial $12,710 z_SUV

2 $0 15 Highly Urban/ Urban

0

68 0

No

Yes z_F Masters Lawyer 9 Private $6,200 z_SUV $0 0 $0 20 z_Highly Rural/ Rural

0

68 0 12

No

Yes z_F z_High School Professional 29 Private $11,530 Sports Car

2 $0 10 Highly Urban/ Urban

0

68 0 9

No

z_No z_F Bachelors z_Blue Collar 14 Commercial

Minivan $0 0

8 Highly Urban/ Urban

0

68 0

No

Yes z_F Bachelors Professional 33 Commercial

Van

1 $0 1 Highly Urban/ Urban

0 5/6/52 68 0 $58,414 No $211,733 Yes z_F Bachelors Professional 37 Private $12,060 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

68 0 10

No $0 z_No M Masters Professional 62 Commercial $19,190 Van $0 0

9 Highly Urban/ Urban

0 5/5/52 68 0 10 $129,926 No $0 z_No M Masters Professional 62 Private $15,650 Minivan

3 $0 9 Highly Urban/ Urban

0 5/5/52 68 0 11

No

Yes M z_High School z_Blue Collar 29 Commercial $10,730 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

68 0 7

No $0 z_No z_F z_High School z_Blue Collar 27 Commercial $6,200 z_SUV

2

5 Highly Urban/ Urban

0

68 0 13

No

Yes z_F Bachelors Home Maker 37 Private $6,200 z_SUV

2 $0 9 Highly Urban/ Urban

0

68 0 11

No

Yes M Masters Lawyer 44 Private $1,500 Minivan $0 0 $0 17 Highly Urban/ Urban

0 5/1/52 68 0 13 $63,367 No

Yes M z_High School Clerical 28 Private $14,460 Minivan $0 0 $0 Highly Urban/ Urban

0

68 0 8

No

z_No z_F z_High School z_Blue Collar 9 Commercial $6,200 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

68 0 10

No

Yes M z_High School z_Blue Collar 19 Commercial $18,930 Van

3 $0 1 Highly Urban/ Urban

0 4/27/52 68 0 11

No

Yes z_F Bachelors Manager 31 Private $9,300 Sports Car $0 0 $0 4 Highly Urban/ Urban

0 4/27/52 68 0 11 $30,960 No $190,150 Yes z_F Bachelors Manager 31 Private $8,720 z_SUV

3 $0 4 Highly Urban/ Urban

0

68 0 12

No

z_No M z_High School Clerical 19 Private $9,550 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 4/24/52 68 0 12

No

Yes M $6,136

3 $0 1 Highly Urban/ Urban

0

68 0 11

No

z_No M Bachelors Professional 15 Commercial $18,910 Van $0 0 $0 5 Highly Urban/ Urban

0

68 0 11 No

Yes z_F Masters Professional 50 Private $12,560 z_SUV $0 0 $0 25 Highly Urban/ Urban

0 4/22/52 68 0 10

No

Yes z_F PhD 43 Commercial

Pickup

1 $0 10 Highly Urban/ Urban

0

68 0 10

No

Yes z_F Bachelors Manager 67 Private

Minivan $0 0 $4,155 8 Highly Urban/ Urban

0

68 0 14

No

Yes z_F

0

68 0 12

No

Yes M Bachelors Manager 34 Commercial $7,200 Pickup $10,265 1 $0 13 Highly Urban/ Urban

0 4/16/52 68 0 10

No

z_No M Bachelors Professional 27 Commercial

Van $0 0 $0 6 z_Highly Rural/ Rural

0 4/16/52 68 0 9

No $0 z_No M Bachelors Professional 37 Private $10,930 Pickup

2 $0 13 Highly Urban/ Urban

0

68 0 10

No $0 z_No z_F Bachelors Professional 23 Private $6,200 Sports Car

1 $0 14 Highly Urban/ Urban

0

68 0 12

No $0 z_No M z_High School Professional 22 Private $17,880 Van $0 0 $0 1 z_Highly Rural/ Rural

0 4/13/52 68 0 13

No Yes M Masters Manager 36 Commercial $18,780 Van $4,188 2 $2,493 Highly Urban/ Urban

0

68 0 10 No

Yes M z_High School Clerical 8 Private $9,640 Pickup $0 0 $0 8 Highly Urban/ Urban

0 4/12/52 68 0 10

No $0 z_No z_F Masters Manager 5 Private

z_SUV $0 0 $0 13 Highly Urban/ Urban

0

68 0 11

No $266,417 z_No z_F Bachelors Manager 19 Private $19,200 z_SUV

2 $0 7 Highly Urban/ Urban

0 4/10/52 68 0 5

No

Yes M Masters Lawyer 56 Private $19,030 Van $0 0

18 Highly Urban/ Urban

0 4/10/52 68 0 13

No

Yes M $2,637

1 Highly Urban/ Urban

0

68 0 11

No $0 z_No z_F Masters Manager 20 Private $20,550 z_SUV

2 $0 16 Highly Urban/ Urban

0 4/9/52 68 0 11 $40,430 No $0 z_No z_F Masters Manager 45 Private $10,240 Minivan

2 $0 16 Highly Urban/ Urban

0

68 0 11

No

Yes z_F z_High School z_Blue Collar 26 Commercial $7,170 Sports Car

1

Highly Urban/ Urban

0

68 0 11 $20,300 No

Yes z_F z_High School Clerical 37 Private $11,160 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

68 0 0 $0 No

Yes M Bachelors Home Maker 28 Private

Minivan $4,036 1 $0 13 Highly Urban/ Urban

0 4/2/52 68 0 13

No $0 Yes M z_High School Student 66 Commercial $18,170 Van $0 0 $0 1 z_Highly Rural/ Rural

0

68 0

No $0 z_No M PhD 23 Commercial

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

0

68 0 10 $28,600 No $0 z_No z_F Bachelors Professional 28 Private $8,830 Sports Car

2 $2,190 10 Highly Urban/ Urban

0

68 0 10

No $0 z_No z_F Masters 23 Commercial $27,530 Pickup $0 0

14 Highly Urban/ Urban

0

68 0 12

No $0 z_No M PhD Doctor 32 Private $6,200 Minivan

2 $0 16 Highly Urban/ Urban

0

68 0 10

No

z_No M Bachelors z_Blue Collar 21 Commercial

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

0

68 0 13

No

Yes M $3,809

2 $4,430 1 Highly Urban/ Urban

0 3/24/52 68 0 14 $6,150 No $0 Yes M

0

68 0 14 No

Yes M Masters Lawyer 32 Private $11,920 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/23/52 68 0 2 $55,527 No $0 z_No z_F Bachelors z_Blue Collar 81 Commercial $23,470 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

68 0 9

No

Yes M

0 3/22/52 68 0 12 $21,063 No

Yes z_F Bachelors Clerical 42 Commercial $20,730 Pickup $4,652 2

6 Highly Urban/ Urban

0

68 0

No

Yes M Masters Lawyer 33 Private $11,610 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 3/21/52 68 0 11

No

Yes z_F

0 3/21/52 68 0 14 $45,261 No

Yes z_F z_High School z_Blue Collar 43 Commercial $10,730 z_SUV $3,036 1 $0 1 Highly Urban/ Urban

0

68 0 12

No

Yes z_F PhD Manager 23 Commercial

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

0 3/19/52 68 0 0 $0 No

Yes z_F Bachelors Home Maker 52 Private $6,430 z_SUV

1

12 Highly Urban/ Urban

0

68 0 12

No z_No M z_High School z_Blue Collar 36 Commercial $11,120 Pickup

2 $3,846 1 Highly Urban/ Urban

0 3/18/52 68 0 14

No

Yes z_F Bachelors Professional 40 Commercial

Van

2 $5,761 14 Highly Urban/ Urban

0

68 0 8

No $0 z_No M PhD Manager 9 Commercial

Panel Truck

4 $0 13 Highly Urban/ Urban

0

68 0 8 $51,624 No $0 z_No M z_High School Clerical 24 Private

Van $0 0 $0 1 Highly Urban/ Urban

0 3/16/52 68 0 0 $0 No

Yes z_F Bachelors Home Maker 19 Private $6,200 z_SUV

2 $0 9 Highly Urban/ Urban

0 3/16/52 68 0 14 No

Yes z_F $40,567

2 $0 Highly Urban/ Urban

0

68 0 13

No

Yes M PhD Doctor 55 Private $21,610 Van $0 0 $0 10 Highly Urban/ Urban

1 3/14/52 68 0 7

No

Yes z_F z_High School Clerical 43 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

68 0 14

No

Yes z_F Bachelors Home Maker 65 Private $6,500 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

68 0 10

No

Yes M PhD 35 Commercial

Panel Truck $0 0 $0 19 Highly Urban/ Urban

0 3/11/52 68 0 12

No

z_No M

0 3/11/52 68 0 0 $0 No $0 Yes M z_High School Student 58 Private $6,100 Pickup $0 0

1 Highly Urban/ Urban

0

68 0 10

No

Yes z_F Masters Lawyer 49 Private $6,200 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 3/9/52 68 0

No

Yes z_F $5,976

1 $0 1 Highly Urban/ Urban

0 3/9/52 68 0 11

No $0 z_No M

0 3/9/52 68 0 $48,517 No $220,943 Yes z_F

2 $0 1 Highly Urban/ Urban

0

68 0 10 No

z_No z_F Masters Lawyer 42 Private $6,200 z_SUV $5,120 1 $0 12 Highly Urban/ Urban

0 3/8/52 68 0 15

No

Yes z_F Bachelors Professional 39 Commercial

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

0

68 0 11

No $0 z_No M PhD 18 Commercial

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

0 3/5/52 68 0 10

No

Yes M z_High School z_Blue Collar 29 Commercial $15,420 Minivan

2 $0 1 Highly Urban/ Urban

0 3/5/52 68 0 13

No

Yes M Masters 47 Commercial $6,200 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0 3/5/52 68 0 11

No

Yes M z_High School z_Blue Collar 60 Commercial $18,000 Van $0 0 $0 1 z_Highly Rural/ Rural

0

68 0 8 No

Yes z_F PhD Manager 5 Private

z_SUV $0 0 $0 12 Highly Urban/ Urban

0 3/4/52 68 0 12

No

z_No z_F Masters Professional 6 Private $6,200 z_SUV

1 $0 16 Highly Urban/ Urban

0

68 0

No

Yes M Bachelors Professional 5 Private $13,000 Minivan $0 0 $0 7 Highly Urban/ Urban

0

68 0 13

No $0 z_No M Bachelors Professional 40 Private $14,350 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/29/52 68 0 6 No

Yes M z_High School Clerical 45 Private $8,500 Pickup

1 $0 1 Highly Urban/ Urban

0 2/29/52 68 0 14

No

Yes z_F Bachelors Manager 17 Private $13,710 z_SUV

3 $0 1 Highly Urban/ Urban

0 2/28/52 68 0 13

No

Yes M Masters Lawyer 30 Private $21,770 Van $0 0 $0 13 Highly Urban/ Urban

0 2/27/52 68 1 12

No

Yes z_F Masters Manager 21 Private $15,390 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 2/26/52 68 0 13

No

z_No M PhD 32 Commercial

Panel Truck $0 0

16 Highly Urban/ Urban

0 2/25/52 68 0 9

No

Yes z_F Bachelors Manager 47 Private $9,150 z_SUV $0 0 $6,027 2 Highly Urban/ Urban

0 2/25/52 68 0 13

No

Yes z_F z_High School z_Blue Collar 50 Commercial $19,460 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 2/25/52 68 0 12

No

Yes z_F PhD Doctor 42 Private

z_SUV $6,682 3 $0 1 Highly Urban/ Urban

0 2/24/52 68 0 7

No $229,334 Yes M Bachelors Professional 29 Private $13,850 Minivan $0 0 $0 7 Highly Urban/ Urban

0 2/24/52 68 0 7

No

z_No z_F Bachelors Home Maker 33 Private $8,420 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/22/52 68 0 10 $15,249 No

Yes z_F Masters Home Maker 62 Private $8,400 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 2/21/52 68 0 10

No $0 z_No M Bachelors z_Blue Collar 26 Commercial $7,020 Minivan $0 0

15 Highly Urban/ Urban

0 2/21/52 68 0 8

No

Yes z_F Bachelors Manager 31 Commercial $30,870 Sports Car $0 0 $0 5 Highly Urban/ Urban

0 2/21/52 68 0 13

No $0 z_No z_F Masters Lawyer 40 Private $27,260 Van $1,957 3

16 Highly Urban/ Urban

0 2/19/52 68 0 8

No

z_No z_F z_High School z_Blue Collar 48 Private $16,670 Minivan

3 $0 1 Highly Urban/ Urban

0 2/19/52 68 1 12

No

Yes z_F z_High School Manager 56 Private $7,090 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 2/18/52 68 0 12

No $0 z_No M Masters Lawyer 10 Private $17,440 Minivan

2 $0 18 Highly Urban/ Urban

0 2/15/52 68 0 9

No

z_No M Bachelors z_Blue Collar 14 Commercial $12,040 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/15/52 68 0 9 $18,896 No $106,991 z_No M Bachelors z_Blue Collar 14 Commercial $12,250 Minivan

1 $0 8 Highly Urban/ Urban

0 2/14/52 68 0 11

No

z_No M Bachelors Professional 32 Commercial $9,830 Pickup $0 0 $0 2 z_Highly Rural/ Rural

0 2/12/52 68 0 12

No

Yes M z_High School z_Blue Collar 51 Private $14,770 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/11/52 68 0 13

No

Yes M Bachelors Professional 17 Private $13,620 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/11/52 68 0 10

No

Yes z_F Masters Professional 31 Private $13,790 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 2/10/52 68 0 0 $0 No $0 z_No z_F Masters Home Maker 17 Private $6,200 z_SUV $0 0 $5,899 17 Highly Urban/ Urban

0

68 0 13

No $0 z_No z_F Masters z_Blue Collar 54 Commercial

Sports Car $0 0 $0 16 z_Highly Rural/ Rural

0 2/9/52 68 0 $0 No $0 Yes M z_High School Student 33 Commercial $6,620 Pickup $4,093 3

8 Highly Urban/ Urban

0

68 0 10

No

Yes M Bachelors z_Blue Collar 63 Commercial $9,830 Pickup $4,215 3

Highly Urban/ Urban

0 2/7/52 68 0 11

No

z_No z_F Bachelors z_Blue Collar 38 Commercial $11,650 Sports Car

2 $0 10 Highly Urban/ Urban

0 2/6/52 68 0 11

No

Yes M

0 2/5/52 68 0

No

Yes M Masters 52 Commercial $25,250 Panel Truck

2

9 Highly Urban/ Urban

0 2/4/52 68 0 14

No

Yes M Masters 5 Commercial $6,200 Pickup

3 $0 14 Highly Urban/ Urban

0 2/4/52 68 0 9

No

Yes M PhD 26 Commercial

Van $0 0 $0 16 Highly Urban/ Urban

0 2/3/52 68 0 14

No $0 Yes z_F Bachelors Student 42 Commercial $7,590 Minivan $2,988 1 $0 14 Highly Urban/ Urban

0 2/2/52 68 0 10

No $0 z_No M z_High School Professional 40 Commercial $6,300 Pickup

3 $1,691 1 Highly Urban/ Urban

0 2/1/52 68 0 9

No $0 z_No M z_High School z_Blue Collar 28 Commercial $9,640 Pickup

2 $2,493 7 Highly Urban/ Urban

0

68 0 10

No

Yes M

0 1/31/52 68 0 11

No

Yes M z_High School z_Blue Collar 25 Commercial $11,830 Minivan $1,381 2 $0 1 Highly Urban/ Urban

1

68 1

No

Yes z_F Bachelors Professional 36 Private $14,250 Minivan $8,880 2 $0 11 Highly Urban/ Urban

0 1/27/52 68 0 12

No

Yes z_F Bachelors Professional 21 Private $25,860 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/27/52 68 0 11 $69,692 No

Yes z_F Masters Lawyer 58 Private $18,370 Sports Car

2 $0 10 Highly Urban/ Urban

0

68 0 11

No $0 z_No z_F Bachelors z_Blue Collar 52 Commercial $22,400 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 1/25/52 68 0 11

No

z_No z_F PhD Doctor 39 Private

z_SUV $0 0 $0 16 Highly Urban/ Urban

0 1/24/52 68 0 5 $31,957 No

Yes M z_High School Clerical 24 Private $9,400 Minivan $0 0 $0 6 Highly Urban/ Urban

0 1/23/52 68 0 13

No

Yes M z_High School Clerical 11 Private $1,500 Minivan

1 $0 1 Highly Urban/ Urban

1

68 0 6

No

Yes z_F Bachelors Manager 20 Commercial $19,040 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/21/52 68 0 7

No

Yes z_F Masters Manager 36 Private $17,700 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 1/21/52 68 0 11

No $0 z_No M $25,355

2 $2,489 1 Highly Urban/ Urban

0 1/21/52 68 0 14

No

Yes M Bachelors Manager 26 Private $9,700 Pickup $0 0 $0 8 Highly Urban/ Urban

0 1/20/52 68 0 12

No $167,505 Yes z_F Masters Lawyer 22 Private $13,110 Minivan $0 0 $0 17 Highly Urban/ Urban

0 1/20/52 68 0 15

No

z_No M Bachelors Manager 45 Private $13,380 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/16/52 68 0 12

No

Yes M z_High School Clerical 26 Private $25,100 Minivan

4 $0 9 Highly Urban/ Urban

0 1/16/52 68 0 10

No $0 z_No z_F Masters Lawyer 32 Private

Van $0 0 $0 20 Highly Urban/ Urban

0 1/16/52 68 0 12

No $0 z_No z_F Bachelors z_Blue Collar 14 Commercial $17,100 z_SUV

3 $0 9 Highly Urban/ Urban

0

68 0 7

No

z_No z_F PhD Doctor 22 Private $24,120 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/15/52 68 0 9

No

Yes z_F Masters Manager 18 Private $5,180 Minivan $0 0 $0 1 Highly Urban/ Urban

0

68 0

No

Yes M

0 1/14/52 68 0 12

No

Yes z_F

0 1/13/52 68 0 5

No $0 z_No M

4

4 Highly Urban/ Urban

0 1/13/52 68 0 13

No

z_No M Masters 38 Commercial $29,900 Panel Truck $2,033 2 $0 1 Highly Urban/ Urban

0

68 0 8

No

z_No M Masters Lawyer 62 Private $9,820 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

68 0

No

Yes M Masters Lawyer 18 Private $15,070 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/9/52 68 0 9

No

z_No M Masters 21 Commercial

Panel Truck $0 0 $0 19 z_Highly Rural/ Rural

0 1/9/52 68 0 2

No

z_No z_F PhD Manager 34 Private $11,440 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 1/9/52 68 0 $3,663 No

Yes z_F z_High School Student 57 Commercial $9,310 Sports Car $1,348 2

7 Highly Urban/ Urban

0 1/8/52 68 0 7

No

z_No z_F Bachelors Manager 24 Private $14,260 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/7/52 68 0 11

No

Yes z_F PhD Lawyer 41 Private $23,630 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 1/7/52 68 0 14

No

Yes M PhD Doctor 26 Private $27,270 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/6/52 68 0 8

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $23,840 Pickup $0 0 $0 6 Highly Urban/ Urban

0 1/5/52 68 0 11

No

Yes M Masters Lawyer 38 Private $12,850 Minivan $0 0 $0 Highly Urban/ Urban

0 1/4/52 68 0 12

No

Yes z_F Bachelors Manager 29 Private $15,580 z_SUV

2 $0 15 Highly Urban/ Urban

0 1/3/52 68 0 15

No

Yes z_F Bachelors Clerical 23 Private $9,300 z_SUV

1 $0 Highly Urban/ Urban

0 1/2/52 68 0 13

No

Yes z_F Masters Manager 36 Private $6,200 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 1/1/52 68 0 14

No

Yes M Bachelors z_Blue Collar 49 Commercial $27,670 Panel Truck $0 0 $0 Highly Urban/ Urban

0

68 0 0 $0 No $0 z_No M Bachelors Student 25 Commercial $12,030 Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/31/51 68 0 14 $50,542 No

Yes M Bachelors Professional 52 Private $12,340 Minivan

2 $0 8 Highly Urban/ Urban

0

68 0 10

No

Yes M

0

68 0 0 $0 No

Yes z_F Bachelors Home Maker 32 Private $6,200 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

68 0 11

No

Yes z_F Masters Lawyer 47 Private $11,750 Minivan $0 0 $0 17 Highly Urban/ Urban

0 12/26/51 68 0 13

No

z_No M z_High School z_Blue Collar 46 Commercial

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

0 12/26/51 68 0 12

No $0 z_No z_F z_High School Clerical 58 Private $9,010 Sports Car $8,598 1 $3,169 9 Highly Urban/ Urban

0 12/26/51 68 0 13

No

Yes M z_High School z_Blue Collar 46 Commercial $9,760 Pickup $0 0 $0 3 z_Highly Rural/ Rural

0

68 0 15

No Yes z_F PhD Home Maker 38 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/25/51 68 0 10

No $0 z_No M $1,455

3 $3,361 1 Highly Urban/ Urban

0 12/25/51 68 0 10 No

z_No M Masters 30 Commercial

Panel Truck $4,256 1 $0 15 Highly Urban/ Urban

0

68 0 11

No

Yes M Masters Lawyer 24 Private $12,800 Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/24/51 68 0 13

No

Yes M Masters Manager 25 Private $14,010 Minivan $0 0 $0 18 Highly Urban/ Urban

0 12/24/51 68 0 13 No $0 Yes M z_High School Student 18 Commercial $6,880 Minivan $0 0 $2,641 1 Highly Urban/ Urban

0

68 0 11

No $0 Yes M Bachelors Student 31 Commercial $15,490 Minivan $0 0 $0 11 Highly Urban/ Urban

0 12/22/51 68 0 0 $0 No $0 z_No z_F $1,550

1 Highly Urban/ Urban

0 12/22/51 68 0 12

No

z_No M Bachelors Clerical 31 Commercial $22,620 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0

68 0 14

No

Yes M z_High School z_Blue Collar 20 Commercial $11,480 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

68 0 0 $0 No

Yes z_F Bachelors Home Maker 48 Private

Pickup $0 0 $0 13 z_Highly Rural/ Rural

0 12/20/51 68 0 9

No $0 Yes z_F

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

68 0 0 $0 No $0 Yes M

0 12/18/51 68 0 12 No $0 z_No M Masters Professional 40 Commercial

Van $0 0 $0 20 Highly Urban/ Urban

0 12/18/51 68 0 6

No $0 z_No z_F z_High School Clerical 19 Private $19,840 z_SUV

2

1 Highly Urban/ Urban

0 12/18/51 68 0 15

No

Yes z_F z_High School z_Blue Collar 53 Commercial $9,610 Minivan $5,047 1

8 Highly Urban/ Urban

0

68 0 14

No

Yes z_F Masters Manager 22 Private $13,610 Minivan $0 0 $0 18 Highly Urban/ Urban

0 12/15/51 68 0 9

No

Yes z_F PhD Manager 16 Private $11,400 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 12/15/51 68 0 14 $71,660 No $222,417 Yes z_F Masters Manager 22 Private $6,200 z_SUV $1,391 3 $0 18 Highly Urban/ Urban

2 12/15/51 68 0 10

No

Yes z_F z_High School Professional 27 Commercial $11,440 Pickup $0 0 $0 7 Highly Urban/ Urban

0

68 0 14 No

Yes M Bachelors Manager 48 Private $21,320 Van $0 0 $0 13 Highly Urban/ Urban

0 12/14/51 68 0 8

No $0 z_No z_F Bachelors z_Blue Collar 49 Private $9,550 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/14/51 68 0

No

Yes z_F Masters Home Maker 62 Private

Van $0 0 $0 22 z_Highly Rural/ Rural

0 12/14/51 68 0 $2,916 No $92,800 Yes z_F Masters Home Maker 62 Private $16,900 z_SUV $0 0 $0 22 z_Highly Rural/ Rural

0

68 0 11

No $0 z_No M z_High School Student 6 Commercial $8,770 Minivan $0 0 $5,499 8 Highly Urban/ Urban

0 12/13/51 68 0 8

No

Yes M Bachelors z_Blue Collar 46 Commercial $6,200 Pickup $0 0 $0 6 Highly Urban/ Urban

0 12/13/51 68 0 11 $28,808 No $0 z_No M z_High School Student 40 Commercial $11,840 Pickup

1 $2,440 Highly Urban/ Urban

0

68 0 9

No $0 z_No M Bachelors Manager 47 Private $15,810 Minivan $0 0 $0 12 Highly Urban/ Urban

0 12/12/51 68 0 7

No

Yes z_F Bachelors Home Maker 12 Private $6,580 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 12/12/51 68 0 9

No $0 z_No z_F Masters Lawyer 42 Private $12,010 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 12/12/51 68 0 14 $28,750 No z_No z_F

3 $5,084 1 Highly Urban/ Urban

0

68 0 8

No $0 z_No M Bachelors Professional 50 Commercial $16,710 Van $8,490 3 $1,487 10 Highly Urban/ Urban

0

68 0

No $0 z_No z_F Masters Lawyer 32 Private $2,840 Sports Car $0 0 $0 7 Highly Urban/ Urban

0 12/9/51 68 0 13

No

Yes z_F z_High School z_Blue Collar 23 Commercial $10,940 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 12/9/51 68 0 13 $47,355 No $165,540 Yes z_F z_High School z_Blue Collar 49 Private $14,310 Minivan

2 $0 Highly Urban/ Urban

0

68 0 11 $31,392 No

Yes M $7,811

3 $0 7 Highly Urban/ Urban

0 12/8/51 68 0 12

No $0 z_No M Masters Manager 29 Private $10,680 Pickup $0 0 $0 13 Highly Urban/ Urban

0 12/8/51 68 0 11 $31,392 No $142,235 Yes M

0

68 0 0 $0 No

z_No z_F Masters Home Maker 33 Private $15,420 z_SUV

3 $0 1 Highly Urban/ Urban

0

68 0 13 $16,980 No

Yes z_F

0 12/6/51 68 0 14

No

z_No z_F z_High School z_Blue Collar 50 Commercial $8,150 z_SUV

1

1 Highly Urban/ Urban

0

68 0 0 $0 No

Yes z_F Masters Home Maker 23 Commercial $23,060 Pickup $8,752 3

18 Highly Urban/ Urban

0 12/4/51 68 0 13

No

z_No M Masters Lawyer 50 Private $16,040 Minivan

3 $0 7 Highly Urban/ Urban

0

68 0 6

No $0 z_No z_F PhD Doctor 38 Private $16,320 z_SUV

1 $0 11 Highly Urban/ Urban

0

68 0 10

No $0 z_No M

0

68 0 0 No

z_No z_F Bachelors Home Maker 8 Private $8,770 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

68 0 13

No

Yes z_F PhD Doctor 11 Private

Pickup $0 0 $0 15 Highly Urban/ Urban

0 11/30/51 68 0 10 $53,758 No $0 z_No z_F z_High School z_Blue Collar 55 Commercial $15,810 Sports Car

1 $0 1 Highly Urban/ Urban

0

68 0 11

No $0 z_No z_F Bachelors Clerical 16 Private $10,830 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

68 0 6

No

Yes z_F z_High School z_Blue Collar 24 Commercial $16,720 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

68 0 7

No

Yes M Masters Lawyer 27 Private $4,300 Minivan $0 0 $0 16 Highly Urban/ Urban

0 11/25/51 68 0 12

No

Yes M Masters Professional 64 Private $21,800 Van $3,397 3 $0 15 Highly Urban/ Urban

0 11/25/51 68 0 9

No

Yes z_F z_High School z_Blue Collar 40 Commercial $17,650 z_SUV $0 0

1 Highly Urban/ Urban

0

68 0 7

No $0 z_No M z_High School Professional 43 Commercial $24,310 Panel Truck $0 0 $243 Highly Urban/ Urban

0 11/23/51 68 0 13

No

Yes M Bachelors Clerical 22 Commercial $25,630 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0 11/23/51 68 0 0 $0 No $0 Yes M Bachelors Student 30 Commercial $6,200 Pickup $0 0

9 Highly Urban/ Urban

0

68 0 11 $44,705 No

Yes z_F Bachelors Professional 50 Private $12,840 z_SUV $1,533 2 $5,125 10 Highly Urban/ Urban

0 11/20/51 68 0 0 $0 No $0 Yes M z_High School Student 35 Commercial $11,610 Pickup

1

1 z_Highly Rural/ Rural

0 11/20/51 68 0 11

No $0 Yes M Bachelors Student 42 Private $10,930 Minivan $0 0 $0 Highly Urban/ Urban

0 11/20/51 68 0 0 $0 No $0 z_No z_F $5,886

1 $2,222 Highly Urban/ Urban

0 11/20/51 68 0 0 $0 No $0 z_No z_F

0

68 0 10

No $0 z_No z_F Masters Lawyer 27 Private $6,200 z_SUV

1 $0 18 Highly Urban/ Urban

0 11/19/51 68 0 12

No

Yes M PhD Doctor 51 Private $10,850 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

68 0 11

No $0 z_No M Bachelors Manager 26 Private $21,970 Van $0 0 $0 10 Highly Urban/ Urban

0 11/18/51 68 0 15

No $0 z_No z_F Masters Lawyer 38 Private $10,000 z_SUV $0 0 $3,901 23 Highly Urban/ Urban

0 11/18/51 68 0 11 $40,245 No $0 z_No z_F $19,060

z_SUV

1 $0 7 Highly Urban/ Urban

0

68 0 0 $0 No $0 z_No z_F

0 11/16/51 68 0 13

No $0 z_No M z_High School Manager 61 Private $18,690 Minivan

2 $0 9 Highly Urban/ Urban

0 11/16/51 68 0 14 No

z_No M Bachelors z_Blue Collar 47 Commercial $17,690 Van $0 0

8 Highly Urban/ Urban

0

68 0 13

No

Yes M

0

68 0 8

No $0 z_No M PhD Manager 33 Commercial $6,300 Pickup $1,953 3 $0 13 Highly Urban/ Urban

0 11/13/51 68 0 11

No

z_No z_F Masters 36 Commercial $20,860 Pickup

3 $0 23 Highly Urban/ Urban

0

68 1 10

No

Yes z_F Bachelors Manager 35 Private $15,060 z_SUV

1 $0 10 Highly Urban/ Urban

0 11/12/51 68 0 0 $0 No $0 Yes z_F z_High School Student 47 Commercial $7,380 z_SUV

1

10 Highly Urban/ Urban

0

68 0 11

No

Yes z_F z_High School z_Blue Collar 35 Commercial $19,950 z_SUV

3 $0 1 Highly Urban/ Urban

0 11/11/51 68 0 14

No

Yes z_F z_High School Home Maker 33 Private $14,280 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 11/11/51 68 0 12

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $28,190 Minivan $0 0 $0 16 Highly Urban/ Urban

0

68 0 12

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $24,800 Sports Car

2 $0 12 Highly Urban/ Urban

1 11/10/51 68 0 13

No

Yes M

9 z_Highly Rural/ Rural

0 11/10/51 68 0 10

No

z_No z_F Masters 34 Commercial

Pickup $0 0 $0 16 Highly Urban/ Urban

0 11/10/51 68 0 13

No

Yes z_F Bachelors Professional 45 Private $13,980 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

68 0 13 $132,114 No

Yes M Masters Lawyer 62 Private $14,710 Minivan $0 0 $0 16 z_Highly Rural/ Rural

1 11/9/51 68 1 11

No

Yes z_F Masters Lawyer 55 Private $6,300 Sports Car

1

20 Highly Urban/ Urban

1 11/9/51 68 1 11 $84,042 No $263,403 Yes z_F Masters Lawyer 55 Private $10,320 z_SUV $7,560 1 $2,524 20 Highly Urban/ Urban

0

68 0 13

No

Yes z_F z_High School Home Maker 28 Private $8,940 Sports Car

2 $0 1 Highly Urban/ Urban

0 11/8/51 68 0 0 $0 No $0 z_No z_F Masters Home Maker 24 Private $6,300 Sports Car $0 0 $0 z_Highly Rural/ Rural

0

68 0 10

No

z_No M Bachelors Manager 48 Commercial $8,370 Pickup $0 0 $0 8 Highly Urban/ Urban

0 11/7/51 68 0 11

No $0 z_No z_F Masters Lawyer 18 Private $22,400 Minivan $0 0 $0 12 Highly Urban/ Urban

0

68 0 9

No

z_No z_F z_High School z_Blue Collar 18 Commercial $9,720 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 11/6/51 68 0 12

No

Yes M PhD 39 Commercial

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

0

68 0 10 $83,419 No

z_No M Masters Manager 38 Private $15,570 Minivan $0 0 $0 18 Highly Urban/ Urban

0

68 0 5

No $0 z_No z_F Bachelors Student 16 Private $6,300 z_SUV

1 $0 10 Highly Urban/ Urban

0

68 0 9

No

Yes M z_High School z_Blue Collar 25 Commercial $10,780 Pickup

2

1 Highly Urban/ Urban

0 11/1/51 68 0 12

No

Yes M

0

68 0 15

No

Yes z_F Masters Lawyer 53 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0

68 0 12

No

z_No z_F z_High School Professional 16 Private

Minivan $3,963 2 $0 8 Highly Urban/ Urban

0

68 0 10

No

Yes M Masters Lawyer 30 Private $15,630 Minivan $6,031 3 $0 1 Highly Urban/ Urban

0

68 0 0 $0 No $0 z_No M z_High School Student 54 Commercial $8,750 Pickup

2 $0 9 z_Highly Rural/ Rural

0

68 0 12

No

Yes z_F z_High School z_Blue Collar 37 Commercial

Van $0 0 $0 1 z_Highly Rural/ Rural

0

68 0 13

No

Yes M z_High School Manager 27 Private $6,080 Pickup

1

9 Highly Urban/ Urban

0

68 0 0 $0 No

Yes z_F Masters Home Maker 50 Private $7,310 z_SUV $0 0 $0 20 z_Highly Rural/ Rural

0 10/22/51 68 0 0 $0 No Yes z_F Masters Home Maker 50 Private $7,970 Sports Car $0 0 $0 20 z_Highly Rural/ Rural

0

68 0 11

No

Yes M z_High School Professional 31 Private $14,690 Minivan $0 0

Highly Urban/ Urban

0 10/21/51 68 0 10 $45,685 No

Yes M

0

68 0 11

No

Yes z_F z_High School Clerical 5 Private $11,040 z_SUV $3,901 3 $0 1 Highly Urban/ Urban

0

68 0 8

No

Yes M Bachelors Manager 17 Private $6,300 Minivan $0 0 $0 10 Highly Urban/ Urban

0 10/19/51 68 0 11

No $0 Yes M z_High School Student 20 Private

Minivan $0 0

1 Highly Urban/ Urban

0

68 0 8

No

z_No M Bachelors z_Blue Collar 22 Commercial $11,940 Pickup $0 0 $0 4 Highly Urban/ Urban

0 10/18/51 68 0 14

No $0 z_No z_F PhD Manager 12 Private $16,370 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/18/51 68 0 0 $0 No

Yes z_F Masters Home Maker 39 Private $1,500 Sports Car

3 $0 Highly Urban/ Urban

0

68 0 9

No $0 Yes z_F z_High School Student 69 Private $7,520 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

68 0 11

No

Yes M Bachelors z_Blue Collar 51 Commercial $16,550 Van $0 0 $0 11 Highly Urban/ Urban

0 10/14/51 68 0 8

No $0 z_No M z_High School z_Blue Collar 37 Commercial $10,000 Pickup

2 $3,549 1 Highly Urban/ Urban

0

68 1 10

No

Yes z_F $3,662

7 Highly Urban/ Urban

0

68 0 11

No $0 z_No z_F z_High School z_Blue Collar 42 Commercial

Sports Car $40,386 3

2 Highly Urban/ Urban

0

68 2 11

No

Yes M Masters 14 Commercial $29,980 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 10/11/51 68 0 11

No Yes M z_High School z_Blue Collar 9 Commercial $12,050 Pickup

1 $0 1 Highly Urban/ Urban

0 10/11/51 68 0 9

No

z_No M Bachelors Professional 42 Private $10,840 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

68 0 11

No $0 z_No M Masters 5 Commercial

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

0 10/9/51 68 0 12

No $0 z_No z_F z_High School z_Blue Collar 7 Commercial $24,160 Minivan

2

1 Highly Urban/ Urban

0 10/9/51 68 0 10

No $0 z_No z_F Masters Manager 36 Private $16,000 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

68 0 10

No

z_No M Bachelors Professional 13 Commercial $11,550 Pickup

2

13 z_Highly Rural/ Rural

0

68 0 13

No

Yes M

0 10/7/51 68 0 10

No

Yes z_F Bachelors Clerical 42 Private $10,630 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 10/7/51 68 0 13 $20,887 No $159,568 Yes M

0 10/7/51 68 0 13 $20,887 No $159,568 Yes M

0

68 0 6 $14,410 No $0 z_No z_F $1,001

1 $7,204 1 Highly Urban/ Urban

0

68 0 11

No

Yes z_F Bachelors Clerical 12 Private $11,400 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

68 0 10

No $0 z_No z_F Bachelors z_Blue Collar 79 Commercial $17,310 z_SUV $2,317 1

16 Highly Urban/ Urban

0

68 0 0 $0 No

Yes z_F z_High School Home Maker 30 Private $6,300 z_SUV $0 0

9 Highly Urban/ Urban

0 10/2/51 68 0 12

No

Yes M $1,824

9 Highly Urban/ Urban

0

68 0 9

No $0 z_No z_F z_High School Clerical 24 Private $5,540 Sports Car $0 0

1 Highly Urban/ Urban

0 10/1/51 68 0 9

No z_No z_F Bachelors Professional 36 Private $9,430 z_SUV

1 $5,021 12 Highly Urban/ Urban

0 10/1/51 68 0 6

No

Yes M Bachelors z_Blue Collar 24 Commercial $19,930 Van $0 0 $0 8 Highly Urban/ Urban

0 10/1/51 68 0 6

No Yes M z_High School z_Blue Collar 36 Commercial $31,310 Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

68 0 9

No $0 z_No M Bachelors Manager 16 Private $15,160 Minivan $0 0 $0 10 Highly Urban/ Urban

0

68 0 14

No

Yes z_F Masters Lawyer 33 Private $18,910 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

68 0 9

No $0 z_No z_F Bachelors Student 34 Private $8,910 z_SUV

3 $0 14 Highly Urban/ Urban

0 9/27/51 68 0 6

No

Yes M PhD 16 Commercial $21,460 Van $0 0 $0 15 Highly Urban/ Urban

0

68 0 9

No $0 z_No z_F

0 9/26/51 68 0 12

No

Yes z_F z_High School Home Maker 38 Private $22,110 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 9/26/51 68 0 13

No

Yes M z_High School Professional 23 Private $10,060 Pickup $3,149 2 $0 1 Highly Urban/ Urban

0 9/26/51 68 0 12 $32,256 No $175,861 Yes z_F z_High School Home Maker 38 Private $10,230 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

68 0 10

No

Yes z_F z_High School z_Blue Collar 47 Commercial $17,640 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

68 0 No

Yes M Bachelors Professional 14 Commercial

Panel Truck

5 $0 10 Highly Urban/ Urban

0 9/23/51 68 0 8

No

Yes z_F PhD Professional 24 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 9/23/51 68 0 No $252,896 Yes M Bachelors Professional 14 Private $14,030 Minivan $0 0 $0 10 Highly Urban/ Urban

0 9/23/51 68 0 11

No

z_No z_F PhD 25 Commercial $38,290 Panel Truck

1 $8,363 18 Highly Urban/ Urban

0

68 0 13

No

Yes z_F Bachelors Home Maker 46 Private $6,450 z_SUV

2 $755 7 Highly Urban/ Urban

0 9/20/51 68 0

No

z_No M Bachelors Professional 37 Commercial $16,810 Van $6,978 2

1 Highly Urban/ Urban

0 9/20/51 68 0 7

No

z_No M PhD 21 Commercial $8,760 Pickup $0 0 $3,455 10 Highly Urban/ Urban

1

68 1 11

Yes

z_No z_F Masters Lawyer 44 Private $15,190 z_SUV $0 0

19 Highly Urban/ Urban

0 9/18/51 68 0 12

No z_No M Masters Manager 56 Commercial $19,030 Van $0 0 $6,770 20 Highly Urban/ Urban

0 9/18/51 68 0 14

No

z_No M Bachelors Clerical 33 Commercial $9,970 Pickup $0 0 $0 1 Highly Urban/ Urban

0

68 0 15

No $0 z_No M z_High School Manager 24 Private $9,910 Pickup

2 $0 6 Highly Urban/ Urban

0

68 0 15

No

Yes M Masters 58 Commercial $20,590 Van $1,327 2 $0 13 Highly Urban/ Urban

0 9/16/51 68 0 9

No $242,830 z_No M z_High School z_Blue Collar 12 Commercial

Panel Truck $3,319 3 $6,607 1 Highly Urban/ Urban

0

68 0 10

No z_No M z_High School z_Blue Collar 29 Commercial $11,370 Pickup

2

8 Highly Urban/ Urban

0 9/13/51 68 0 8

No $0 z_No z_F Masters Professional 34 Private $11,010 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 9/13/51 68 0 $113,910 No $0 z_No z_F Masters Professional 8 Private $17,690 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/13/51 68 0 7 $22,362 No

Yes M $22,906

1 $0 1 Highly Urban/ Urban

0 9/13/51 68 0 11

No

Yes M z_High School Clerical 19 Private $6,300 Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/13/51 68 0 7 $22,362 No $127,087 Yes M

0

68 0 14

No

Yes z_F z_High School z_Blue Collar 37 Commercial $12,780 z_SUV

1

10 Highly Urban/ Urban

0 9/11/51 68 0 14

No

Yes M PhD 19 Commercial $9,910 Pickup

4 $0 11 Highly Urban/ Urban

0

68 0 12

No z_No z_F Masters Lawyer 25 Private $16,970 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

68 0 12

No

Yes z_F Masters Lawyer 54 Private

Pickup $0 0 $0 Highly Urban/ Urban

0

68 0 12

No $0 z_No M z_High School Clerical 14 Private $13,790 Minivan

1 $0 1 z_Highly Rural/ Rural

0 9/8/51 68 0 12 $46,839 No $0 z_No M z_High School Clerical 51 Commercial $18,670 Van $0 0 $0 1 z_Highly Rural/ Rural

0 9/8/51 68 0 12 No $0 z_No M z_High School Clerical 51 Private $12,100 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

68 0 12

No

z_No M

0 9/7/51 68 0 15

No

z_No M Bachelors Professional 28 Commercial

Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0 9/7/51 68 0 11

No

z_No z_F Bachelors Manager 30 Private $13,140 z_SUV

2 $0 9 Highly Urban/ Urban

0

68 0 3 No $0 z_No z_F Masters Lawyer 47 Private $20,860 z_SUV $6,038 1

12 Highly Urban/ Urban

0 9/6/51 68 0 15

No

Yes z_F Masters Lawyer 5 Private $24,600 Minivan $0 0 $0 18 Highly Urban/ Urban

0

68 0 13 No

Yes M PhD Doctor 30 Private $7,830 Minivan $5,782 3 $0 13 Highly Urban/ Urban

0

68 0 11

No $0 z_No M Masters Lawyer 34 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

1 9/1/51 68 1 11

Yes $0 z_No z_F

0

68 0 11

No

Yes M Masters Manager 36 Private $21,290 Minivan $0 0 $0 14 Highly Urban/ Urban

0

68 0 8 $118,987 No

Yes z_F PhD Home Maker 55 Private $21,280 Minivan $0 0 $0 18 z_Highly Rural/ Rural

0 8/28/51 68 0 12

No

z_No M Masters Lawyer 23 Private $25,010 Minivan $0 0 $0 11 Highly Urban/ Urban

0

68 0 12

No $0 z_No z_F z_High School Professional 5 Private $11,270 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

68 0

No $0 z_No M Masters 42 Commercial

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

0

68 0 12

No $0 z_No z_F Bachelors z_Blue Collar 39 Private $8,240 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 8/23/51 68 0 13

No Yes M PhD Lawyer 51 Private $6,200 Minivan $0 0 $0 16 Highly Urban/ Urban

0

68 0 9 $16,468 No

Yes z_F

0 8/22/51 68 0 11

No

Yes M Bachelors Professional 35 Commercial $24,980 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 8/22/51 68 0 12

No $0 z_No M Bachelors Manager 5 Commercial $23,590 Panel Truck $3,079 3 $0 10 Highly Urban/ Urban

0 8/22/51 68 0 8

No

z_No M z_High School z_Blue Collar 34 Commercial $22,550 Minivan $0 0 $0 z_Highly Rural/ Rural

0

68 0 11

No

z_No M z_High School Clerical 55 Private $10,930 Minivan $0 0 $5,184 1 Highly Urban/ Urban

0 8/21/51 68 0 10

No

Yes M z_High School Manager 38 Commercial $11,450 Pickup $0 0 $0 8 Highly Urban/ Urban

0

68 0 9

No

Yes M Bachelors z_Blue Collar 49 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 8/20/51 68 0 13

No

Yes z_F Masters Manager 20 Private $18,310 Sports Car $47,343 2 $0 16 Highly Urban/ Urban

2

68 0 11

No

Yes M PhD Doctor 82 Private $9,820 z_SUV $0 0 $0 Highly Urban/ Urban

0

68 0 8 No

z_No M PhD 9 Commercial $12,080 Pickup $0 0 $0 16 Highly Urban/ Urban

0

68 0 14

No

Yes M Masters Lawyer 21 Private $14,520 Minivan $0 0 $0 13 Highly Urban/ Urban

0 8/16/51 68 0 14 $54,691 No $179,827 Yes M Masters 21 Commercial $6,970 Pickup

1 $0 13 Highly Urban/ Urban

0 8/16/51 68 0 12

No

z_No M Bachelors z_Blue Collar 20 Commercial $11,420 Pickup $4,701 3 $0 11 z_Highly Rural/ Rural

0

68 0 16

No $0 z_No M Masters Lawyer 18 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0

68 0 12

No

Yes M Masters 14 Commercial

Panel Truck

2 $0 Highly Urban/ Urban

0

68 0 12

No

Yes M z_High School Clerical 14 Commercial $9,640 Pickup $1,212 1 $1,354 1 Highly Urban/ Urban

0 8/13/51 68 0 12

No

Yes z_F Bachelors Manager 30 Private $16,730 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

68 0 13

No

Yes z_F PhD Manager 41 Private $21,990 Minivan $0 0 $0 14 Highly Urban/ Urban

0

68 0 14

No

Yes z_F Masters Lawyer 56 Private $17,040 z_SUV $1,245 3 $0 16 Highly Urban/ Urban

0 8/9/51 68 0 13

No

Yes M z_High School z_Blue Collar 33 Commercial $19,960 Van

3 $0 1 Highly Urban/ Urban

0 8/9/51 68 0 8 No $0 z_No z_F Bachelors Home Maker 25 Private $17,220 z_SUV

2

12 Highly Urban/ Urban

0

68 0 0 $0 No z_No z_F Bachelors Home Maker 16 Private $25,250 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 8/8/51 68 0 12

No

Yes M Bachelors Professional 47 Private $13,380 Minivan $0 0 $0 1 Highly Urban/ Urban

0

68 0 7

No

z_No M Masters Professional 46 Private $19,520 Minivan $0 0 $0 Highly Urban/ Urban

0

68 0 3

No

z_No z_F z_High School z_Blue Collar 13 Commercial $16,520 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

68 0 12

No

Yes M PhD 16 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

69 0 13

No

Yes z_F Masters Home Maker 17 Private $10,610 z_SUV $865 2 $0 16 Highly Urban/ Urban

0

69 0 14

No $0 z_No M PhD Doctor 16 Private $29,730 Minivan

3 $0 15 Highly Urban/ Urban

0 8/1/51 69 0 9

No $0 z_No z_F z_High School Home Maker 36 Private $24,610 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

69 0 0 $0 No $0 Yes M z_High School Student 48 Commercial $1,500 Minivan

3 $2,316 8 Highly Urban/ Urban

0

69 0 12

No

Yes M Bachelors z_Blue Collar 42 Commercial $14,370 Minivan

2 $0 9 Highly Urban/ Urban

0 7/29/51 69 0 0 $0 No $0 Yes M z_High School Student 23 Commercial

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/29/51 69 0 11

No

z_No M Masters Manager 37 Private $14,640 Minivan $0 0 $0 17 Highly Urban/ Urban

0

69 0 15

No

z_No M

0

69 0 10

No

z_No M Masters Lawyer 38 Private $18,060 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/27/51 69 0 12

No

Yes z_F z_High School Manager 45 Private $11,070 z_SUV $23,937 5 $0 1 Highly Urban/ Urban

0 7/27/51 69 0 7

No $0 z_No z_F Bachelors Professional 46 Private $13,330 Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/27/51 69 0 7 $70,308 No $0 z_No z_F Bachelors Professional 5 Private $27,540 Pickup $0 0 $0 11 Highly Urban/ Urban

0

69 0 12

No $0 z_No z_F z_High School z_Blue Collar 18 Commercial $8,810 Sports Car

1 $0 1 Highly Urban/ Urban

0

69 0 14 $51,982 No

Yes z_F Bachelors Professional 5 Private $23,390 Sports Car

3 $0 5 Highly Urban/ Urban

0

69 0 9

No

Yes M Masters 40 Commercial

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

0

69 0 0 $0 No Yes M

0 7/22/51 69 0 5 $78,374 No

Yes M z_High School z_Blue Collar 27 Commercial $9,730 Minivan $0 0 $0 1 Highly Urban/ Urban

0

69 0 7

No

Yes z_F Masters Manager 40 Private $16,030 Minivan $0 0 $0 1 Highly Urban/ Urban

0

69 0 11 No $0 z_No z_F

0 7/20/51 69 0 16

No $0 Yes M

0 7/20/51 69 0 11

No $0 z_No z_F z_High School z_Blue Collar 50 Commercial $31,500 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

69 0 8

No

Yes M

0 7/19/51 69 0 7

No $223,804 z_No z_F Bachelors Professional 31 Private $6,300 z_SUV $0 0 $0 Highly Urban/ Urban

0

69 0 10

No

Yes M

0 7/18/51 69 0 10 $34,606 No $163,682 Yes M

0

69 0 7

No $0 z_No M z_High School Clerical 13 Commercial $6,200 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

69 0 12 $45,085 No

Yes z_F Masters Manager 31 Private $10,810 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 7/14/51 69 0 12 $66,613 No

Yes z_F Bachelors z_Blue Collar 5 Commercial $16,340 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

69 0 12

No $0 z_No M Bachelors Home Maker 21 Private $22,520 Minivan $0 0 $0 11 Highly Urban/ Urban

0 7/13/51 69 0 10

No

Yes M z_High School z_Blue Collar 18 Commercial $23,340 Panel Truck

1 $0 1 Highly Urban/ Urban

0

69 0 12

No

Yes z_F z_High School Clerical 35 Private $15,070 z_SUV $34,237 1 $0 7 Highly Urban/ Urban

0 7/12/51 69 0 12 No $117,400 Yes z_F z_High School Clerical 35 Private $9,070 z_SUV $0 0 $4,415 7 Highly Urban/ Urban

0

69 0 11

No

z_No M Masters Manager 23 Private $9,920 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/11/51 69 0 13

No

Yes M Masters Lawyer 53 Private $12,050 Pickup $0 0 $0 17 Highly Urban/ Urban

0

69 0 10 $23,588 No

Yes z_F z_High School Clerical 61 Private $9,500 z_SUV

2

7 Highly Urban/ Urban

0

69 0 9

No $0 z_No z_F Masters Manager 37 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0 7/7/51 69 0 13

No

Yes M z_High School Clerical 34 Commercial

Panel Truck

4 $0 11 Highly Urban/ Urban

0 7/7/51 69 0 10

No $0 z_No M Bachelors Professional 46 Private

Van

3

15 Highly Urban/ Urban

0

69 0 15

No

Yes M z_High School z_Blue Collar 59 Commercial $19,510 Van $0 0 $0 z_Highly Rural/ Rural

0 7/6/51 69 0 12

No

Yes M z_High School Clerical 42 Commercial $8,630 Pickup

3

1 Highly Urban/ Urban

0 7/6/51 69 0 $27,433 No

Yes z_F $34,616

2 $0 6 Highly Urban/ Urban

0 7/6/51 69 0 12

No $0 z_No M Bachelors Manager 22 Private $1,500 Minivan

2 $0 15 Highly Urban/ Urban

0

69 0 12

No $0 z_No M z_High School Manager 34 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0 7/4/51 69 0 9

No

Yes z_F z_High School Clerical 18 Private $17,630 z_SUV $3,826 4 $3,161 9 Highly Urban/ Urban

0 7/4/51 69 0 11

No

Yes z_F z_High School z_Blue Collar 53 Commercial $15,790 Minivan

2 $0 7 Highly Urban/ Urban

0

69 0 14 $7,505 No

Yes z_F z_High School Home Maker 37 Private $14,300 z_SUV

1

Highly Urban/ Urban

0 7/3/51 69 0 11 No

Yes M Masters Lawyer 39 Private $6,300 Pickup $0 0 $0 20 Highly Urban/ Urban

0

69 0 0 $0 No $0 z_No z_F Bachelors Home Maker 24 Private $1,500 Sports Car

2 $3,620 8 Highly Urban/ Urban

0

69 0 8 No

Yes M z_High School Clerical 68 Commercial $21,270 Van $0 0 $0 10 z_Highly Rural/ Rural

0

69 0 8

No Yes M z_High School z_Blue Collar 21 Commercial $20,970 Van

3 $0 1 Highly Urban/ Urban

0

69 0 8

No

Yes z_F Bachelors Professional 25 Private $11,720 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

69 0 13

No

Yes z_F z_High School z_Blue Collar 25 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0 6/23/51 69 0 12 No

Yes z_F Bachelors z_Blue Collar 34 Private $11,020 z_SUV $8,727 1 $0 10 Highly Urban/ Urban

0 6/23/51 69 0 13 $70,682 No $263,905 Yes z_F z_High School z_Blue Collar 25 Commercial $27,800 Pickup $0 0 $2,582 1 Highly Urban/ Urban

0

69 0 $0 No $0 Yes z_F z_High School Student 25 Commercial $6,300 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

69 0 11

No

z_No M Bachelors Manager 35 Private $15,240 Minivan $0 0 $0 11 Highly Urban/ Urban

0 6/20/51 69 0 11 $89,404 No $288,123 z_No M Bachelors Manager 35 Private $15,240 Minivan $0 0 $0 11 Highly Urban/ Urban

0 6/20/51 69 0 0 $0 No $0 z_No z_F Bachelors Home Maker 31 Private $1,500 Sports Car $3,521 1 $0 7 Highly Urban/ Urban

0

69 0 15 $39,837 No

Yes z_F

0

69 0 7

No

Yes M z_High School Clerical 38 Private $19,520 Van $0 0 $0 8 Highly Urban/ Urban

0

69 0 15

No $0 z_No z_F Masters Manager 25 Private $9,200 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

69 0 10 $111,405 No

z_No z_F Bachelors Professional 12 Commercial $29,540 Van

1

11 Highly Urban/ Urban

0 6/13/51 69 0 11

No

Yes z_F Bachelors Professional 32 Commercial

Pickup $0 0 $0 12 Highly Urban/ Urban

0

69 0 13

No

Yes M Masters Lawyer 22 Private $7,500 Pickup $0 0 $0 Highly Urban/ Urban

0

69 0 13 No

Yes z_F Bachelors Manager 62 Private $7,250 Minivan $0 0 $0 Highly Urban/ Urban

0 6/10/51 69 0 0 $0 No Yes z_F PhD Home Maker 12 Private $15,610 Sports Car $5,316 2 $1,973 14 Highly Urban/ Urban

0 6/10/51 69 0 0 No Yes z_F PhD Home Maker 12 Private $11,630 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

69 0 12

No $0 z_No z_F

0 6/9/51 69 0 13

No

Yes M z_High School z_Blue Collar 20 Commercial $17,360 Minivan

2 $0 10 Highly Urban/ Urban

0 6/9/51 69 0 14

No

Yes M z_High School Manager 24 Commercial

Panel Truck $5,053 3 $0 1 Highly Urban/ Urban

0

69 0 10

No

Yes z_F

0

69 0 8

No

Yes z_F Bachelors Professional 48 Private $14,440 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 6/6/51 69 0 11

No $0 z_No z_F $31,357

1 Highly Urban/ Urban

0 6/6/51 69 0 6 No

Yes M z_High School Clerical 40 Private $9,950 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

69 0 11

No

z_No M

0

69 0 10

No $0 z_No M Bachelors z_Blue Collar 27 Commercial $21,170 Van

2

8 Highly Urban/ Urban

0

69 0 12

No

Yes z_F z_High School z_Blue Collar 55 Commercial $7,050 z_SUV $1,031 2 $0 12 Highly Urban/ Urban

0 6/1/51 69 0 $7 No $0 z_No z_F z_High School Student 21 Private $6,550 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 6/1/51 69 0 12

No

Yes z_F Bachelors z_Blue Collar 82 Commercial $14,120 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

69 0 7

No

Yes M Masters Lawyer 5 Private $15,550 Minivan $0 0 $0 18 z_Highly Rural/ Rural

0 5/31/51 69 0 6

No

Yes z_F Bachelors Clerical 38 Private $6,300 z_SUV

3 $3,682 12 Highly Urban/ Urban

0

69 0 11

No $0 z_No z_F PhD 44 Commercial $38,550 Panel Truck

3 $0 11 Highly Urban/ Urban

0 5/29/51 69 0 12

No

Yes M z_High School z_Blue Collar 23 Commercial $17,160 Van

2

1 Highly Urban/ Urban

0

69 0 13 $312 No

Yes z_F $5,544

1 Highly Urban/ Urban

0 5/28/51 69 0 12

No

Yes M z_High School z_Blue Collar 57 Commercial $30,470 Minivan

3 $0 8 Highly Urban/ Urban

0

69 0 7

No

Yes z_F Masters Lawyer 26 Private

Sports Car

2 $0 17 z_Highly Rural/ Rural

0

69 0 10

No $0 z_No z_F PhD Manager 43 Private $20,720 z_SUV

2 $0 24 Highly Urban/ Urban

0

69 0 6

No $0 z_No M PhD 31 Commercial $7,540 Pickup $0 0 $0 19 Highly Urban/ Urban

0 5/23/51 69 0 7

No

Yes M z_High School z_Blue Collar 39 Commercial $12,090 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

69 0 0 $0 No $0 Yes M Bachelors Student 45 Commercial $6,300 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 5/22/51 69 0 13

No

z_No M Masters 45 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0

69 0 13

No

Yes M Masters Lawyer 48 Private $20,750 Minivan $3,751 1 $0 21 Highly Urban/ Urban

0 5/21/51 69 0 10

No

Yes M PhD Doctor 21 Private $14,760 Minivan

1 $0 15 Highly Urban/ Urban

0 5/21/51 69 0 10

No

z_No z_F Bachelors Home Maker 16 Private $20,310 z_SUV

2 $0 9 Highly Urban/ Urban

0

69 0 11 No

Yes M z_High School z_Blue Collar 45 Commercial $18,370 Van $0 0 $0 1 z_Highly Rural/ Rural

0

69 0 14

No

Yes M Masters Lawyer 52 Private

Minivan $4,824 2 $0 14 Highly Urban/ Urban

0 5/16/51 69 0 12

No $0 z_No M Bachelors Manager 38 Private $14,950 Minivan $0 0 $0 10 Highly Urban/ Urban

0

69 0 13

No

Yes z_F $12,373

2 $0 5 Highly Urban/ Urban

0 5/15/51 69 0 14

No

Yes M Masters Lawyer 47 Private $16,200 Minivan $4,751 3 $0 15 Highly Urban/ Urban

0 5/15/51 69 0 7

No $0 z_No z_F z_High School Clerical 18 Private $6,300 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

69 0 16

No

Yes z_F PhD Doctor 25 Private $21,640 z_SUV $2,175 2 $0 13 Highly Urban/ Urban

0 5/14/51 69 0 16 $203,751 No $504,144 Yes z_F PhD Doctor 30 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0

69 0 11

No

Yes M Bachelors Professional 36 Private $19,410 Van $0 0 $0 7 Highly Urban/ Urban

0 5/13/51 69 0 12

No z_No z_F z_High School z_Blue Collar 31 Commercial $12,090 z_SUV

2

1 Highly Urban/ Urban

0 5/13/51 69 0 13

No Yes M Masters Professional 26 Commercial

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

0 5/13/51 69 0 11

No $0 z_No M z_High School Professional 48 Commercial $6,440 Minivan $10,000 1

1 Highly Urban/ Urban

0 5/13/51 69 0 12

No

Yes z_F z_High School Professional 31 Private $14,140 z_SUV

3

1 Highly Urban/ Urban

1

69 0 12

No

Yes M PhD 57 Commercial $9,260 z_SUV $5,458 1 $5,728 17 Highly Urban/ Urban

0 5/12/51 69 0 12

No

Yes M Bachelors z_Blue Collar 17 Commercial $20,730 Van $0 0 $0 5 Highly Urban/ Urban

0

69 0 14

No

Yes z_F Bachelors Professional 36 Private

Pickup $0 0 $0 8 Highly Urban/ Urban

0 5/11/51 69 0 8

No $0 z_No M PhD Manager 34 Commercial

Panel Truck

2 $0 13 Highly Urban/ Urban

0

69 0 14

No

Yes z_F Bachelors Home Maker 49 Private $13,930 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 5/9/51 69 0 8

No

Yes z_F Masters Lawyer 28 Private $20,660 Pickup $0 0 $0 10 Highly Urban/ Urban

0 5/9/51 69 0 12

No

Yes z_F Bachelors Professional 37 Private $12,110 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

69 0 14

No $176,219 Yes z_F Masters Lawyer 23 Private $10,000 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

69 0 12

No

z_No M Bachelors z_Blue Collar 50 Private $12,230 Minivan $0 0 $0 11 Highly Urban/ Urban

0

69 0

No

Yes M z_High School Manager 5 Commercial $11,660 Pickup $1,237 3 $0 7 Highly Urban/ Urban

0 5/3/51 69 0 $53,628 No $166,295 Yes M z_High School Manager 5 Private $13,060 Minivan $0 0 $0 7 Highly Urban/ Urban

0 5/3/51 69 0 15

No $0 z_No M Bachelors Professional 43 Private $13,000 Minivan $4,748 2 $0 10 Highly Urban/ Urban

0

69 0 13 $65,359 No $0 z_No z_F Masters Lawyer 35 Private $12,840 z_SUV $0 0 $0 Highly Urban/ Urban

0

69 0 12 $106,409 No Yes z_F Bachelors Professional 25 Private $18,900 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

69 0 13

No

z_No z_F Masters Manager 27 Private $15,950 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

69 0 8

No

z_No M Masters Professional 27 Private

Minivan $0 0 $0 21 z_Highly Rural/ Rural

0

69 0 0 $0 No $0 z_No M

0 4/27/51 69 0 No $0 z_No M $3,909

1 z_Highly Rural/ Rural

0 4/27/51 69 0 8 $66,702 No

Yes z_F Masters Lawyer 24 Private $15,580 z_SUV $0 0 $0 21 z_Highly Rural/ Rural

0

69 0 15

No

Yes M Masters Manager 21 Private $15,590 Minivan $0 0 $0 18 Highly Urban/ Urban

0 4/24/51 69 0

No

Yes M PhD 66 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0 4/24/51 69 0 11

No

Yes M Bachelors Manager 26 Private $6,300 Pickup $3,790 4 $0 13 Highly Urban/ Urban

0

69 0 11

No

Yes M Bachelors Professional 29 Private $16,970 Van $0 0

9 Highly Urban/ Urban

0

69 0 13

No

Yes M Masters Lawyer 5 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0

69 0 12

No

Yes M Masters 24 Commercial $30,630 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0

69 0 11

No

Yes z_F Masters Lawyer 34 Private $6,300 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 4/19/51 69 0 6 No

Yes z_F Masters Manager 39 Private $27,530 Minivan $0 0 $0 20 Highly Urban/ Urban

0

69 0 12

No

Yes M

0

69 0 11

No

Yes z_F PhD Home Maker 44 Private $19,510 z_SUV

3 $0 19 z_Highly Rural/ Rural

0

69 1 13

Yes

z_No M Masters Professional 26 Commercial $12,100 Pickup

3 $0 15 Highly Urban/ Urban

0 4/14/51 69 0 10

No

Yes M Masters Manager 13 Commercial $17,760 Van

3 $0 11 Highly Urban/ Urban

0 4/14/51 69 0 10

No $0 z_No z_F Bachelors Professional 36 Private $6,300 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

69 0 10

No

z_No M Masters Lawyer 66 Private $5,980 Pickup $0 0

14 Highly Urban/ Urban

0

69 0 12

No $0 z_No z_F Bachelors Manager 26 Private $28,830 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

69 0 13

No $0 z_No z_F Bachelors Professional 39 Private $21,420 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 4/10/51 69 0 12

No $0 z_No M Masters 31 Commercial $6,300 Pickup $0 0 $2,702 20 Highly Urban/ Urban

0 4/10/51 69 0 $144,922 No $0 z_No M Masters 31 Commercial

Panel Truck $0 0

20 Highly Urban/ Urban

0

69 0 11

No

z_No z_F PhD Doctor 41 Private $21,970 Minivan $0 0 $0 25 Highly Urban/ Urban

0

69 0 6

No

Yes M Bachelors Professional 57 Private $14,060 Minivan $3,868 1

6 Highly Urban/ Urban

0

69 0 10

No

Yes M z_High School z_Blue Collar 48 Commercial $8,460 Pickup

2 $0 1 Highly Urban/ Urban

0 4/3/51 69 0 12

No

Yes M Bachelors Manager 35 Private $15,700 Minivan $0 0 $0 10 Highly Urban/ Urban

0

69 0 12

No

Yes M Masters 36 Commercial

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

0

69 0 10

No $0 z_No M Masters Lawyer 26 Private $14,940 Minivan $0 0 $0 17 Highly Urban/ Urban

0

69 0 13

No

Yes z_F Bachelors Professional 37 Private $7,210 Minivan $0 0 $0 12 Highly Urban/ Urban

0 3/31/51 69 0 14

No

Yes z_F Masters Manager 25 Private $24,700 Minivan $0 0 $0 15 Highly Urban/ Urban

0 3/31/51 69 0 10

No z_No z_F Bachelors Professional 38 Private $23,900 Pickup

3 $0 7 Highly Urban/ Urban

0

69 0 8

No

Yes M PhD 12 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 3/28/51 69 0 7

No $0 z_No M Bachelors Clerical 21 Private $6,400 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

69 0 8

No Yes z_F z_High School Clerical 43 Private $7,090 Sports Car

3 $0 1 Highly Urban/ Urban

0 3/26/51 69 0 6

No Yes M Bachelors Professional 55 Commercial $16,840 Van $2,605 3 $0 8 Highly Urban/ Urban

0 3/26/51 69 0 6 $105,356 No Yes M Bachelors Professional 55 Private $16,840 Van $0 0 $0 8 Highly Urban/ Urban

0

69 0 13

No Yes M

Pickup $0 0

6 Highly Urban/ Urban

0

69 0 11

No

Yes M z_High School z_Blue Collar 20 Commercial $11,210 Pickup

2

6 Highly Urban/ Urban

0

69 0 16

No

Yes z_F Bachelors Professional 13 Private $7,640 Sports Car $0 0 $0 1 Highly Urban/ Urban

1

69 1 14

Yes

z_No z_F Masters Lawyer 40 Private $7,600 Sports Car

2

14 Highly Urban/ Urban

0

69 0 10

No z_No z_F z_High School Professional 30 Private $10,420 z_SUV

2 $0 4 Highly Urban/ Urban

0 3/17/51 69 0 12

No

Yes z_F

0

69 0 12

No

Yes z_F z_High School z_Blue Collar 29 Commercial $6,300 z_SUV $0 0 $5,600 12 Highly Urban/ Urban

0 3/15/51 69 0 12

No $0 z_No M Bachelors Professional 28 Commercial $18,340 Van

4 $0 9 Highly Urban/ Urban

0

69 0 10

No

Yes M z_High School Clerical 42 Private $6,640 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/14/51 69 0 11

No $0 z_No M Bachelors z_Blue Collar 40 Commercial $13,030 Minivan $0 0 $0 11 Highly Urban/ Urban

0

69 0 11

No

Yes M z_High School Manager 5 Private $1,500 Minivan $0 0 $0 7 Highly Urban/ Urban

0

69 0 12

No z_No z_F Masters Lawyer 20 Private $8,020 z_SUV $3,660 2 $0 18 Highly Urban/ Urban

0

69 0 10

No

Yes M Bachelors z_Blue Collar 39 Private $15,790 Minivan $0 0 $0 Highly Urban/ Urban

0 3/8/51 69 0 9

No

Yes M z_High School z_Blue Collar 37 Commercial $11,640 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 3/8/51 69 0 13

No

Yes M Masters 42 Commercial $22,930 Panel Truck $0 0

17 Highly Urban/ Urban

0

69 0 5

No

Yes z_F Masters Manager 39 Private $15,590 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 3/7/51 69 1 3

No

Yes z_F Bachelors Manager 16 Private $14,350 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/7/51 69 0 5 $92,868 No $256,927 Yes z_F Masters Manager 31 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

69 0 11

No

Yes M $1,686

2 $0 1 Highly Urban/ Urban

0 3/6/51 69 0 14

No

Yes z_F Masters Lawyer 38 Private $30,600 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 3/6/51 69 0 6 $18,651 No Yes M z_High School Home Maker 38 Private $27,430 Minivan $0 0 $0 Highly Urban/ Urban

0

69 0 12

No

z_No z_F Masters Lawyer 45 Private $20,360 z_SUV $6,710 1 $4,193 16 Highly Urban/ Urban

0

69 0 13

No $0 z_No z_F z_High School z_Blue Collar 29 Commercial $18,090 Minivan $0 0 $0 5 Highly Urban/ Urban

0 3/3/51 69 0 6

No

Yes M z_High School Clerical 35 Private $9,830 Minivan $0 0 $0 1 Highly Urban/ Urban

0 3/3/51 69 0 11

No $0 z_No z_F z_High School z_Blue Collar 46 Commercial $22,700 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 3/3/51 69 0 13 $34,351 No $0 z_No z_F z_High School z_Blue Collar 29 Commercial

Pickup $0 0 $0 5 Highly Urban/ Urban

0 3/3/51 69 0 12 No $0 z_No z_F Bachelors Professional 5 Private $13,690 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

69 0 11

No $0 z_No z_F Bachelors Professional 42 Private

Sports Car $2,860 1

9 Highly Urban/ Urban

0

69 0 13

No $0 z_No z_F Masters Lawyer 43 Private $13,140 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/1/51 69 0 13

No Yes z_F $4,635

4 Highly Urban/ Urban

0 3/1/51 69 0 10

No

Yes M z_High School Clerical 18 Private $25,250 Minivan

3 $0 Highly Urban/ Urban

0 2/26/51 69 0 16

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $18,940 Minivan $0 0 $0 1 Highly Urban/ Urban

0

69 0

No $0 z_No z_F Masters Manager 37 Private $19,710 Minivan $0 0 $0 15 Highly Urban/ Urban

0 2/23/51 69 0 $64,286 No $0 z_No z_F Masters Manager 37 Commercial

Panel Truck $4,423 2 $0 15 Highly Urban/ Urban

0 2/21/51 69 0 10

No

Yes M Masters 19 Commercial $6,640 Pickup $0 0 $0 15 Highly Urban/ Urban

0 2/21/51 69 0 12

No

Yes z_F z_High School Clerical 14 Private $20,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/21/51 69 0 8

No

Yes z_F Bachelors Manager 32 Private $9,820 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/21/51 69 0 8 $47,288 No $191,476 Yes z_F Bachelors Manager 32 Private $5,120 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/20/51 69 0 10

No

Yes z_F

0

69 0 7

No

Yes M z_High School Professional 37 Private $16,320 Van $0 0 $0 9 Highly Urban/ Urban

0 2/19/51 69 0 0 $0 No

z_No z_F Masters Home Maker 20 Private $8,470 Sports Car

2 $0 22 Highly Urban/ Urban

0 2/18/51 69 0 11

No

z_No z_F z_High School z_Blue Collar 5 Commercial $3,470 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 2/18/51 69 0 14

No

Yes M

0 2/18/51 69 0 11

No

Yes M Masters 60 Commercial $17,990 Van $0 0 $0 15 z_Highly Rural/ Rural

0

69 0 13

No

Yes M Masters Lawyer 26 Private $13,190 Minivan $0 0 $0 14 Highly Urban/ Urban

0

69 0 15

No

Yes z_F z_High School Manager 5 Private $17,270 Sports Car

1 $0 1 Highly Urban/ Urban

0 2/16/51 69 0 10

No

Yes z_F PhD Manager 30 Commercial $39,720 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 2/15/51 69 0 14

No $0 z_No M Bachelors Manager 60 Private $21,340 Minivan $0 0

13 Highly Urban/ Urban

0 2/14/51 69 0 6 $93,543 No

Yes M z_High School z_Blue Collar 9 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/14/51 69 0 11

No

Yes z_F z_High School Clerical 29 Private $11,690 Sports Car

3

1 Highly Urban/ Urban

0 2/13/51 69 0 11

No

z_No z_F Bachelors z_Blue Collar 41 Private $21,030 Pickup $0 0 $0 10 Highly Urban/ Urban

0 2/12/51 69 0 13

No

z_No M PhD Manager 31 Commercial

Panel Truck

1 $0 6 Highly Urban/ Urban

0 2/12/51 69 0 0 $0 No

Yes z_F z_High School Home Maker 13 Private $1,500 Sports Car

4 $0 1 Highly Urban/ Urban

0

69 0 13

No $0 z_No M PhD Lawyer 52 Private $14,880 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/10/51 69 0 15

No

Yes z_F PhD Home Maker 12 Private

Van $0 0 $0 20 Highly Urban/ Urban

0 2/10/51 69 0 0 $0 No

z_No z_F Bachelors Home Maker 51 Private $17,630 z_SUV

1 $0 11 Highly Urban/ Urban

0 2/8/51 69 0 14

No Yes M z_High School Clerical 48 Commercial $26,460 Panel Truck

2 $0 1 z_Highly Rural/ Rural

0 2/8/51 69 0 9

No $0 z_No M Masters 36 Commercial $17,680 Van

3

18 Highly Urban/ Urban

0 2/8/51 69 0 7

No $0 z_No M PhD 65 Commercial $27,670 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0 2/7/51 69 0 11

No

z_No z_F PhD 47 Commercial $28,380 Pickup $0 0 $0 17 Highly Urban/ Urban

0 2/7/51 69 0 13 No

Yes M Bachelors Professional 26 Private $8,380 Pickup $0 0 $0 13 Highly Urban/ Urban

0 2/6/51 69 0 12 $64,916 No

Yes M Bachelors z_Blue Collar 34 Commercial $12,790 Minivan $0 0 $0 11 Highly Urban/ Urban

0 2/6/51 69 0 12 $64,916 No $282,967 Yes M Bachelors z_Blue Collar 18 Commercial $6,200 Pickup

1 $0 11 Highly Urban/ Urban

0 2/6/51 69 0 14

No

Yes z_F Bachelors z_Blue Collar 61 Commercial $18,490 z_SUV

1 $1,853 7 Highly Urban/ Urban

0 2/2/51 69 0 12

No

Yes z_F Bachelors Professional 24 Private $16,310 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/2/51 69 0 10

No $0 z_No M Bachelors z_Blue Collar 64 Commercial $12,170 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 2/2/51 69 0 10

No $0 z_No M z_High School z_Blue Collar 48 Commercial $16,280 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/2/51 69 0 12

No

Yes z_F

1

8 Highly Urban/ Urban

0 2/2/51 69 0 10

No

z_No M Masters Lawyer 40 Private

Minivan $4,939 3 $0 17 Highly Urban/ Urban

0 2/2/51 69 0 12 $49,551 No $218,904 Yes z_F Bachelors Professional 24 Private $6,300 z_SUV $6,130 1 $1,133 Highly Urban/ Urban

0 2/1/51 69 0 8

No

Yes z_F z_High School Manager 52 Private $13,970 z_SUV

2 $0 11 Highly Urban/ Urban

0 1/29/51 69 0 11

No $0 z_No z_F Masters Manager 39 Commercial $23,510 Pickup $0 0 $0 16 Highly Urban/ Urban

0

69 0 12

No

Yes z_F PhD Doctor 12 Private $20,450 z_SUV $0 0 $0 Highly Urban/ Urban

0 1/28/51 69 0 10

No $0 z_No M Masters 52 Commercial $28,090 Panel Truck $4,436 2 $0 16 Highly Urban/ Urban

0 1/28/51 69 0 11

No

z_No z_F $6,645

3 $0 3 Highly Urban/ Urban

0 1/27/51 69 0 14

No $0 z_No z_F z_High School Manager 32 Private

z_SUV

3

1 Highly Urban/ Urban

0

69 0 10

No $0 z_No z_F PhD Doctor 27 Private $22,390 Van

2 $0 1 Highly Urban/ Urban

0 1/23/51 69 0 13

No

Yes z_F PhD Manager 5 Private $18,370 Pickup $0 0 $0 17 Highly Urban/ Urban

0

69 0 10

No $0 z_No z_F z_High School Student 64 Private $10,150 z_SUV $18,535 1 $0 7 Highly Urban/ Urban

0

69 0 11

No

z_No M Masters Lawyer 46 Private $14,130 Minivan

2 $0 17 Highly Urban/ Urban

0 1/20/51 69 0 7

No

z_No z_F Masters Lawyer 5 Private $6,300 z_SUV

2 $0 15 Highly Urban/ Urban

0 1/20/51 69 0 8

No $117,343 Yes z_F z_High School Clerical 38 Private $26,370 Pickup $0 0 $0 7 Highly Urban/ Urban

0 1/18/51 69 0 12 $7,535 No $0 Yes M

0

69 0 11

No

Yes M

0 1/16/51 69 0 12

No $0 z_No M

0 1/16/51 69 0 12 $42,156 No z_No M

0 1/16/51 69 0 12

No

Yes z_F PhD Doctor 13 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

69 1 13

No $184,181 Yes z_F z_High School Professional 48 Private $15,190 Minivan $4,848 3 $0 1 Highly Urban/ Urban

0 1/14/51 69 0 11 No z_No z_F

0 1/14/51 69 0 11

No

Yes z_F Masters Lawyer 5 Private $19,200 Minivan $0 0 $0 18 Highly Urban/ Urban

0 1/13/51 69 0 9

No

Yes z_F z_High School z_Blue Collar 9 Commercial $11,230 z_SUV $0 0 $6,452 1 Highly Urban/ Urban

0 1/13/51 69 0 8

No $0 z_No M Bachelors Manager 84 Private $15,660 Minivan

3 $0 8 Highly Urban/ Urban

0 1/13/51 69 0 12

No

Yes M z_High School z_Blue Collar 44 Commercial $14,610 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 1/13/51 69 0 5 $97,212 No

z_No M Bachelors z_Blue Collar 51 Commercial $1,500 Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/10/51 69 0 8

No $0 z_No z_F Bachelors Professional 51 Private $13,240 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/10/51 69 0 11

No

z_No z_F z_High School z_Blue Collar 5 Commercial $12,040 Sports Car $5,396 1

1 Highly Urban/ Urban

0 1/10/51 69 0 11 $65,240 No $189,120 z_No z_F z_High School z_Blue Collar 5 Commercial $8,020 z_SUV

1 $7,619 1 Highly Urban/ Urban

0 1/7/51 69 0 14

No

Yes M z_High School Clerical 28 Private $9,230 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 1/7/51 69 0 12

No

z_No z_F z_High School Professional 34 Private $7,910 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/6/51 69 0 10

No

Yes M Masters 23 Commercial $23,420 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 1/6/51 69 0 8

No

Yes M Masters Lawyer 53 Private $14,740 Minivan $0 0 $0 12 Highly Urban/ Urban

0

69 0 13

No $0 z_No z_F Masters Lawyer 35 Private $11,330 z_SUV $3,396 3 $0 1 Highly Urban/ Urban

0 1/5/51 69 0 11

No

z_No M Bachelors Clerical 33 Commercial $6,300 Pickup $3,699 1 $0 9 Highly Urban/ Urban

0 1/3/51 69 0 10 No $0 z_No z_F Bachelors Professional 43 Private $24,150 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 1/3/51 69 0 15

No

Yes z_F z_High School z_Blue Collar 31 Commercial $6,410 z_SUV

3

1 Highly Urban/ Urban

0 1/1/51 69 0 10

No

Yes z_F Masters Lawyer 32 Private $11,550 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 1/1/51 69 0 13

No

z_No z_F Masters Lawyer 24 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/1/51 69 0 17 $23,080 No

Yes M z_High School Professional 28 Private $8,610 Pickup $0 0 $0 7 Highly Urban/ Urban

0

69 0 12

No

Yes z_F z_High School Clerical 5 Private $11,920 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

69 0 10

No

Yes M z_High School Clerical 10 Commercial $17,030 Van $0 0 $0 1 z_Highly Rural/ Rural

0

69 0 14 $1,613 No

Yes M Bachelors Home Maker 35 Commercial $32,260 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 12/28/50 69 0 13

No Yes M z_High School z_Blue Collar 55 Commercial $17,610 Van $0 0 $0 1 Highly Urban/ Urban

0

69 0

No Yes M Bachelors z_Blue Collar 40 Commercial $14,740 Minivan $2,878 2 $0 10 Highly Urban/ Urban

0

69 0 0 $0 No

Yes z_F z_High School Home Maker 24 Private $19,250 Sports Car

2 $0 1 Highly Urban/ Urban

0 12/22/50 69 0 16

No

Yes M z_High School z_Blue Collar 8 Commercial $13,520 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/22/50 69 0 0 $0 No $105,542 Yes z_F z_High School Home Maker 24 Private $6,920 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

69 0 0 $0 No

z_No M Bachelors Student 44 Commercial $7,220 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0 12/20/50 69 0 9

No $0 Yes z_F

0

69 0 10

No $0 z_No z_F PhD Doctor 59 Private $8,260 Sports Car $6,682 3 $0 18 Highly Urban/ Urban

0 12/19/50 69 0 10

No $0 z_No M Masters 34 Commercial $24,380 Panel Truck $3,233 3 $3,760 11 Highly Urban/ Urban

0 12/19/50 69 0 10 $111,305 No $0 z_No z_F PhD Doctor 59 Private $17,430 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

69 0 14

No

Yes M Bachelors z_Blue Collar 25 Commercial $15,730 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/17/50 69 0 13

No

Yes M Masters 38 Commercial

Van $0 0 $0 z_Highly Rural/ Rural

0 12/17/50 69 0 13 $132,869 No $393,765 Yes M Masters 38 Commercial $34,800 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

69 0 14

No

Yes z_F Masters Lawyer 36 Private $11,130 z_SUV $8,250 1 $0 14 Highly Urban/ Urban

0

69 0 8

No $0 z_No M Masters Lawyer 43 Private $19,220 Minivan $0 0 $0 17 Highly Urban/ Urban

0

69 0 0 $0 No z_No z_F Masters Home Maker 37 Private $6,300 Sports Car $2,460 1 $361 12 Highly Urban/ Urban

0

69 0 9

No Yes M z_High School z_Blue Collar 39 Commercial $10,850 Pickup

3 $0 1 Highly Urban/ Urban

0

69 0

No

Yes z_F Bachelors Home Maker 63 Private

z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0

69 0 13

No

Yes M Masters Professional 60 Private $14,110 Minivan $0 0 $0 12 Highly Urban/ Urban

0 12/6/50 69 0 13

No

Yes z_F Bachelors Clerical 40 Private $3,200 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 12/6/50 69 0 13 $120,483 No $358,643 Yes M Masters Professional 60 Private $6,100 Minivan $0 0 $0 12 Highly Urban/ Urban

0

69 0 11

No $0 z_No M z_High School Clerical 18 Commercial $10,450 Pickup $3,830 1

6 Highly Urban/ Urban

0

69 0 10

No z_No z_F

1

1 Highly Urban/ Urban

0 12/4/50 69 0 13

No $0 z_No z_F Bachelors Manager 31 Private $7,710 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

69 0 10

No $0 z_No z_F

0

69 0 8

No

Yes z_F z_High School Manager 37 Private $14,130 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

69 0 12 No

Yes M z_High School z_Blue Collar 39 Commercial $11,070 Pickup $0 0 $4,002 Highly Urban/ Urban

0

69 1 12

Yes $0 z_No z_F Bachelors Manager 36 Commercial

Van $0 0

7 Highly Urban/ Urban

0

69 0 10

No

z_No z_F

0

69 0 0 $0 No $0 z_No z_F z_High School Home Maker 5 Private $8,640 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 11/28/50 69 0 0 No $0 z_No z_F z_High School Home Maker 5 Private $10,220 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

69 0 8

No $0 z_No z_F Masters Professional 46 Private $27,700 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 11/27/50 69 0 11

No $0 z_No M Masters 31 Commercial $22,550 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 11/27/50 69 0 12

No

Yes z_F Masters Lawyer 24 Private $28,270 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 11/27/50 69 0 10 No

Yes M Masters 18 Commercial

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

0

69 0 12 No

z_No M Bachelors Manager 31 Private $14,040 Minivan

2 $0 8 Highly Urban/ Urban

0 11/25/50 69 0 6

No

Yes M z_High School Clerical 37 Private $13,710 Minivan $0 0 $0 1 Highly Urban/ Urban

0

69 0 0 $0 No

Yes z_F z_High School Home Maker 50 Private $8,660 Sports Car $8,363 2 $0 Highly Urban/ Urban

0 11/24/50 69 0 11

No

z_No z_F z_High School z_Blue Collar 33 Private $28,610 Minivan $6,936 2 $0 1 Highly Urban/ Urban

0 11/24/50 69 0 11

No

Yes z_F z_High School Professional 49 Private $19,810 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 11/24/50 69 0 11

No

z_No z_F z_High School z_Blue Collar 16 Commercial $8,850 z_SUV $0 0

1 Highly Urban/ Urban

0

69 0 2

No

Yes z_F z_High School Professional 9 Private $22,490 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

69 0 10 $48,737 No

Yes M Bachelors Manager 24 Private $11,220 Pickup $0 0 $0 1 Highly Urban/ Urban

0 11/22/50 69 0 0 $0 No $0 Yes M z_High School Student 30 Commercial $10,940 Pickup $0 0 $1,710 12 z_Highly Rural/ Rural

0

69 0 12 $93,658 No

Yes M Bachelors Professional 33 Commercial $18,050 Van $0 0 $0 10 Highly Urban/ Urban

0 11/21/50 69 0 13

No z_No M PhD Doctor 39 Private $14,630 Minivan $0 0 $0 16 Highly Urban/ Urban

0

69 0 2

No

Yes z_F Masters Lawyer 15 Private $14,150 Sports Car $0 0 $0 20 Highly Urban/ Urban

0

69 0 14

No

Yes M

0 11/17/50 69 0 12

No

Yes z_F z_High School z_Blue Collar 29 Commercial $14,760 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

69 0 11

No

Yes M Bachelors Professional 44 Private $16,160 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

69 0 9

No

Yes z_F Masters Lawyer 8 Private $6,360 z_SUV $0 0 $0 20 Highly Urban/ Urban

0

69 0 13

No

Yes M $39,892

3

1 Highly Urban/ Urban

0 11/12/50 69 0 0 $0 No $0 Yes M z_High School Student 30 Commercial $19,120 Van

1 $0 1 Highly Urban/ Urban

0 11/12/50 69 0 13 $28,592 No $183,206 Yes M

1 Highly Urban/ Urban

0

69 0 7

No

Yes M PhD Manager 52 Commercial

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

0

69 0 11

No $0 z_No M Masters Lawyer 56 Private $16,350 Van

2

16 Highly Urban/ Urban

0 11/10/50 69 0 8

No

z_No z_F z_High School Professional 61 Private

z_SUV $0 0

1 z_Highly Rural/ Rural

0

69 0 11

No

z_No z_F $4,802

7 Highly Urban/ Urban

0

69 0 11

No

Yes z_F

0 11/8/50 69 0 13

No $0 z_No M Bachelors Professional 5 Private $13,950 Minivan $0 0 $0 11 Highly Urban/ Urban

0 11/8/50 69 0 13

No $0 z_No M z_High School z_Blue Collar 32 Commercial $19,390 Van $0 0 $3,643 1 Highly Urban/ Urban

0 11/8/50 69 0 10 No $209,679 Yes z_F z_High School z_Blue Collar 50 Commercial $17,190 Sports Car $8,174 2

1 Highly Urban/ Urban

0

69 0 12

No $0 z_No M Masters Lawyer 28 Private $12,440 Minivan $0 0 $0 19 Highly Urban/ Urban

0

69 0 11

No

Yes z_F Masters Lawyer 26 Private $26,650 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 11/6/50 69 0 11

No

Yes z_F Masters Manager 29 Private $21,780 Minivan $0 0 $0 10 Highly Urban/ Urban

0 11/6/50 69 0 13

No

z_No z_F Masters Manager 14 Private $17,820 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

69 0 11

No $0 z_No M Bachelors Professional 31 Private $1,500 Minivan $5,064 2 $0 13 Highly Urban/ Urban

0

69 0 8

No

Yes M Bachelors Professional 41 Private $13,410 Minivan

4 $0 14 Highly Urban/ Urban

0

69 0 12

No

z_No M Masters Lawyer 38 Private $13,800 Minivan $0 0 $0 19 Highly Urban/ Urban

0

69 0 13

No

Yes M z_High School Manager 24 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

69 0 12 No

Yes M z_High School z_Blue Collar 14 Commercial $11,250 Pickup $0 0 $0 1 Highly Urban/ Urban

0

69 0 7

No

Yes M Bachelors z_Blue Collar 25 Commercial $21,600 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

69 0 $47,513 No $0 z_No M Masters 16 Commercial $6,400 Pickup $8,052 1 $0 12 Highly Urban/ Urban

0 10/30/50 69 0 $47,513 No $0 z_No M Masters 16 Private $7,620 Pickup

3

12 Highly Urban/ Urban

0

69 0 12

No

Yes M Masters Professional 73 Private $20,140 Van $0 0 $0 13 Highly Urban/ Urban

0

69 0 14

No $0 z_No M

0 10/27/50 69 0 14 $54,639 No $0 z_No M

0 10/27/50 69 0 0 $0 No $0 z_No z_F Bachelors Student 16 Commercial $8,820 Pickup

3 $1,911 9 Highly Urban/ Urban

0

69 0 12

No $0 z_No M z_High School Professional 17 Private

Minivan

5 $0 8 Highly Urban/ Urban

0 10/26/50 69 0 13 No

Yes M Masters Manager 32 Private $27,820 Minivan $0 0 $0 8 Highly Urban/ Urban

0

69 0 0 $0 No

Yes M z_High School Student 5 Private $4,190 Minivan $4,870 1 $0 8 Highly Urban/ Urban

0

69 0 12

No

Yes z_F

0

69 0 8

No

Yes z_F PhD Doctor 17 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/23/50 69 0 12

No $0 z_No M Bachelors Manager 15 Private $6,400 Pickup $0 0 $0 9 Highly Urban/ Urban

0

69 0 0 $0 No $0 z_No z_F z_High School Home Maker 55 Private $19,810 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 10/22/50 69 0 15

No

Yes z_F z_High School z_Blue Collar 39 Commercial $23,790 Sports Car

1 $0 5 Highly Urban/ Urban

0 10/22/50 69 0 5

No $0 z_No z_F Masters Lawyer 28 Private $6,650 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

69 0 7

No

z_No z_F Masters Manager 72 Private $7,690 z_SUV

2 $0 19 Highly Urban/ Urban

0

69 0 6

No

Yes z_F PhD Doctor 8 Private $23,790 Minivan $0 0 $0 15 Highly Urban/ Urban

0 10/15/50 69 0 13

No $0 z_No z_F $13,650

z_SUV

3 $1,158 1 Highly Urban/ Urban

0

69 0 12

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $18,020 z_SUV $0 0 $5,704 16 Highly Urban/ Urban

0 10/14/50 69 0 13

No

Yes z_F Masters Home Maker 24 Private $6,390 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0 10/14/50 69 0 0

No

Yes M z_High School Clerical 38 Private $15,930 Minivan

3 $0 8 Highly Urban/ Urban

0 10/14/50 69 0 0 $0 No $0 z_No M z_High School Student 38 Commercial $6,400 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0

69 0 0 $0 No

z_No z_F Bachelors Home Maker 63 Private $8,420 z_SUV $3,721 2 $0 12 Highly Urban/ Urban

0

69 0 8

No

Yes z_F Bachelors Professional 22 Private $14,380 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

69 0 12

No

z_No z_F z_High School z_Blue Collar 60 Commercial $11,910 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

69 0 0 $0 No $0 Yes M z_High School Student 28 Commercial $14,900 Minivan $0 0

11 Highly Urban/ Urban

0 10/8/50 69 0 9

No

Yes M Bachelors Manager 39 Commercial $17,870 Van $0 0 $0 11 Highly Urban/ Urban

0 10/8/50 69 0 9 $114,679 No $342,865 Yes M Bachelors Manager 55 Private $6,300 Minivan $0 0 $0 11 Highly Urban/ Urban

0

69 0 10

No $0 z_No M Bachelors Manager 5 Commercial $21,450 Van $0 0 $0 1 Highly Urban/ Urban

0

69 0 9

No $0 z_No M Masters Lawyer 28 Private $18,130 Van

2 $0 15 Highly Urban/ Urban

0

69 0 7

No $0 z_No M Masters 69 Commercial $6,400 Pickup $0 0 $0 16 Highly Urban/ Urban

0 10/3/50 69 0 7 $176,866 No $0 z_No M Masters 69 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0

69 0 13

No

Yes M $33,990

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

0 10/1/50 69 0 11 No

Yes M PhD Doctor 44 Private $16,790 Van $4,670 2 $0 18 Highly Urban/ Urban

0 10/1/50 69 0 9

No

z_No M Bachelors Professional 17 Private $7,540 Minivan $0 0 $0 Highly Urban/ Urban

0

69 0 13

No

Yes M Bachelors Manager 23 Private $6,500 Pickup

1 $0 7 Highly Urban/ Urban

0 9/29/50 69 0 6

No

z_No M

0

69 0 15

No

Yes M

0

69 0 11

No

Yes z_F Masters Manager 30 Private $15,720 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

69 0 9

No

z_No z_F Masters Lawyer 30 Private $7,350 Sports Car

1

7 Highly Urban/ Urban

0

69 0 0 $0 No

Yes z_F PhD Home Maker 29 Private $18,110 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/23/50 69 0 2

No

Yes M Bachelors Professional 24 Private $14,530 Minivan $0 0 $0 6 Highly Urban/ Urban

0

69 0 2

No

Yes M Masters 40 Commercial $27,910 Panel Truck

1 $0 15 Highly Urban/ Urban

0

69 0 12

No z_No M Bachelors Professional 26 Commercial $25,950 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 9/21/50 69 0 11

No

z_No z_F Bachelors Professional 24 Private

Pickup $0 0 $0 3 Highly Urban/ Urban

0

69 0 12 $61,790 No

z_No z_F Bachelors Manager 51 Private $12,580 z_SUV $0 0 $943 15 Highly Urban/ Urban

0

69 0 8 No $0 z_No M Masters Lawyer 26 Private $12,910 Minivan $0 0 $0 17 Highly Urban/ Urban

0 9/17/50 69 0 15

No $0 Yes z_F z_High School Student 35 Private $9,700 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 9/17/50 69 0 0 $0 No $0 Yes z_F Bachelors Student 31 Private $10,930 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

69 0 0 $0 No $0 z_No M z_High School Student 64 Private $2,630 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 9/16/50 69 0 10

No

z_No M PhD 9 Commercial $19,340 Van $5,059 1 $0 14 Highly Urban/ Urban

0

69 0 8

No

Yes z_F Bachelors Manager 17 Private $8,510 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

69 0 15

No

Yes M z_High School z_Blue Collar 9 Commercial $12,330 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/10/50 69 0 10

No

z_No M Masters Lawyer 32 Private $25,630 Minivan $0 0 $0 13 Highly Urban/ Urban

0

69 0 12

No

Yes z_F Masters Lawyer 34 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

69 0 11

No

Yes z_F Bachelors Manager 28 Private $17,240 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 9/8/50 69 0 10

No $0 z_No M z_High School z_Blue Collar 48 Commercial $15,480 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 9/8/50 69 0 16

No

Yes M z_High School z_Blue Collar 20 Private

Pickup $0 0 $2,928 11 Highly Urban/ Urban

0 9/8/50 69 0 16 $25,371 No $143,256 Yes M z_High School z_Blue Collar 10 Private $9,030 Minivan $0 0 $0 11 Highly Urban/ Urban

0

69 0 0 $0 No $0 Yes M

0

69 0 9 No $0 z_No M PhD 31 Commercial

Panel Truck $34,351 2 $0 18 Highly Urban/ Urban

0 9/5/50 69 0 13

No $0 z_No z_F Bachelors Manager 43 Private $12,850 z_SUV $4,761 2 $0 Highly Urban/ Urban

0 9/5/50 69 0 12 $54,691 No

z_No z_F Masters 73 Commercial

Pickup

3 $0 16 Highly Urban/ Urban

0

69 0 13

No

Yes M Bachelors z_Blue Collar 21 Commercial $8,910 Pickup $0 0 $0 9 Highly Urban/ Urban

0

69 0 13

No

z_No z_F Bachelors z_Blue Collar 45 Commercial $21,320 z_SUV

1 $0 10 Highly Urban/ Urban

0 9/2/50 69 0 0 No Yes z_F

z_SUV

2 $0 7 Highly Urban/ Urban

0

69 0 8 $1,133 No

Yes z_F

0 9/1/50 69 0 11

No $0 z_No z_F PhD Doctor 46 Private $13,190 z_SUV $2,516 4

19 Highly Urban/ Urban

0 9/1/50 69 0 12

No

Yes M Bachelors Professional 30 Private $15,590 Minivan $0 0 $0 Highly Urban/ Urban

0

69 0 13

No

Yes z_F PhD Doctor 34 Private $29,650 Pickup $0 0 $0 14 Highly Urban/ Urban

0

69 0 11

No $0 z_No M Bachelors z_Blue Collar 24 Commercial $23,780 Panel Truck

1 $3,930 13 Highly Urban/ Urban

0 8/30/50 69 0 9

No

Yes M PhD 50 Commercial $27,460 Panel Truck $0 0 $0 21 Highly Urban/ Urban

0 8/30/50 69 0 11 $65,659 No $0 z_No M Bachelors z_Blue Collar 40 Private $12,880 Minivan

2 $0 13 Highly Urban/ Urban

0

69 1 15

No

Yes M Masters Professional 23 Commercial $6,400 Pickup $0 0 $0 23 Highly Urban/ Urban

0

69 0 5

No

z_No M PhD Manager 10 Commercial $23,570 Panel Truck

1 $0 9 Highly Urban/ Urban

0 8/27/50 69 0 9

No

z_No M z_High School z_Blue Collar 41 Commercial $6,400 Pickup $0 0

1 Highly Urban/ Urban

0 8/27/50 69 0 12 No

z_No z_F z_High School z_Blue Collar 31 Commercial $11,040 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

69 0 12

No $0 Yes z_F z_High School Student 33 Commercial $21,100 Minivan $0 0 $0 7 Highly Urban/ Urban

0 8/26/50 69 0 12 $33,303 No $0 Yes z_F z_High School Student 33 Commercial $19,940 z_SUV $5,393 2 $0 7 Highly Urban/ Urban

0 8/26/50 69 0

No $0 z_No M PhD Doctor 35 Private

Minivan $0 0 $0 25 Highly Urban/ Urban

0

69 0 10

No

Yes z_F Masters Lawyer 29 Private $17,220 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 8/23/50 69 0 14 No

Yes M PhD 10 Commercial $45,680 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

69 0 13

No

Yes z_F z_High School z_Blue Collar 32 Commercial $10,260 z_SUV

2

1 Highly Urban/ Urban

0

69 0 13

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $14,360 z_SUV $0 0 $0 Highly Urban/ Urban

0

69 0 13

No $0 z_No z_F PhD Doctor 31 Private $19,080 Sports Car

3 $0 12 Highly Urban/ Urban

0 8/19/50 69 0 8

No $0 z_No M Masters 31 Commercial $11,890 Pickup $0 0 $0 1 Highly Urban/ Urban

0 8/19/50 69 0 11 No

Yes M z_High School Clerical 8 Private $8,730 Minivan $0 0 $0 9 Highly Urban/ Urban

0

69 0 8

No

Yes z_F z_High School Manager 35 Private $15,680 Minivan $0 0 $0 10 Highly Urban/ Urban

0 8/18/50 69 0 10

No Yes z_F z_High School Professional 70 Private $12,580 z_SUV $2,856 1 $0 8 Highly Urban/ Urban

0 8/18/50 69 0 9 $54,108 No

Yes M z_High School Clerical 35 Private $23,780 Minivan

2 $0 1 Highly Urban/ Urban

0

69 0 9

No

Yes M $4,794

3 $0 1 Highly Urban/ Urban

0 8/17/50 69 0 10

No

Yes z_F PhD Doctor 25 Private $27,010 Minivan $0 0 $0 14 Highly Urban/ Urban

0 8/17/50 69 1 14

No

Yes M z_High School z_Blue Collar 16 Commercial $12,500 Minivan

1

7 Highly Urban/ Urban

0

69 0 14

No

Yes z_F Masters Lawyer 12 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

69 0 10

No

Yes z_F Bachelors Professional 40 Private $13,050 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

69 0 7

No

Yes z_F PhD Manager 40 Private $6,400 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 8/13/50 69 0 11

No $0 z_No z_F PhD Doctor 40 Private $24,670 Pickup $0 0 $0 14 Highly Urban/ Urban

0 8/13/50 69 0 12

No $0 z_No z_F $10,846

2 $0 9 Highly Urban/ Urban

0

69 0 13

No

Yes z_F Masters Lawyer 8 Private $6,810 z_SUV $0 0 $0 4 Highly Urban/ Urban

0

69 0 15

No

Yes M z_High School Manager 56 Private $19,510 Van

1 $0 5 Highly Urban/ Urban

0

69 0 9

No $0 z_No z_F Bachelors z_Blue Collar 30 Commercial $10,240 z_SUV $2,144 3 $0 15 Highly Urban/ Urban

0 8/10/50 69 0 12

No $0 z_No M $5,416

1 $0 6 Highly Urban/ Urban

0

69 0

No $0 z_No M Masters Manager 19 Commercial $27,820 Panel Truck

1 $0 17 Highly Urban/ Urban

0

69 0 14

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $19,020 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

0 8/7/50 69 0 7

No

Yes M Masters Lawyer 67 Private $19,590 Minivan $0 0 $0 9 Highly Urban/ Urban

0 8/7/50 69 0 14

No

Yes M Masters Lawyer 5 Private $15,730 Minivan $0 0 $0 16 Highly Urban/ Urban

1

69 0 6

No

Yes M Masters Lawyer 22 Private $9,260 Minivan $0 0 $0 10 Highly Urban/ Urban

0

69 0 6

No

z_No M Bachelors Manager 34 Private $16,460 Van

2 $0 Highly Urban/ Urban

0 8/4/50 69 0 15

No

z_No M Bachelors Professional 39 Commercial

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

0

70 0 13

No Yes z_F Masters Lawyer 31 Private

z_SUV

1 $0 14 Highly Urban/ Urban

0 8/1/50 70 0 9

No

z_No z_F Bachelors Home Maker 38 Private $9,840 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

70 0 14

No $180,525 Yes M Masters Lawyer 32 Private $10,320 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0

70 0 10

No $0 z_No M z_High School z_Blue Collar 28 Commercial $21,130 Van

2

1 Highly Urban/ Urban

0 7/30/50 70 0 0 $0 No $0 z_No M z_High School Student 60 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0 7/30/50 70 0 10 No z_No z_F z_High School z_Blue Collar 24 Commercial $18,430 z_SUV

2 $5,161 9 Highly Urban/ Urban

0 7/30/50 70 0 13

No

Yes M Bachelors Professional 6 Private $10,450 Pickup

1 $0 Highly Urban/ Urban

0

70 0 15

No

Yes z_F Bachelors Professional 12 Private $19,840 z_SUV $0 0 $0 Highly Urban/ Urban

0 7/29/50 70 0 15 $107,375 No $332,673 Yes z_F Bachelors Professional 12 Commercial

Pickup $0 0 $0 Highly Urban/ Urban

0 7/29/50 70 0 15 $107,375 No $332,673 Yes z_F Bachelors Professional 12 Private $18,390 Minivan $0 0 $0 Highly Urban/ Urban

0

70 0 15

No $0 z_No M z_High School z_Blue Collar 39 Commercial $15,240 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 7/28/50 70 0 15 $26,988 No $0 z_No M z_High School z_Blue Collar 50 Commercial $11,440 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

70 0 8

No $133,175 Yes M z_High School z_Blue Collar 63 Commercial $6,400 Pickup

1

6 Highly Urban/ Urban

0

70 0 14

No

Yes M PhD Doctor 17 Private $18,720 Van $0 0 $0 8 Highly Urban/ Urban

0 7/23/50 70 0

No

Yes M Masters 35 Commercial $29,550 Panel Truck $0 0 $0 19 z_Highly Rural/ Rural

0

70 0 14

No

Yes z_F z_High School Manager 7 Private $16,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

70 0

No

z_No M Masters Lawyer 25 Private $23,750 Minivan

2 $0 14 Highly Urban/ Urban

0 7/20/50 70 0 10

No

z_No M Bachelors Manager 37 Private $20,240 Van $2,758 1 $0 1 Highly Urban/ Urban

0

70 0 10

No

z_No z_F $36,189

3

Highly Urban/ Urban

0

70 0 11

No Yes M PhD 53 Commercial $7,940 Pickup

2

15 Highly Urban/ Urban

0

70 0 10

No z_No z_F z_High School z_Blue Collar 22 Commercial $10,770 z_SUV $9,230 1

7 Highly Urban/ Urban

0 7/16/50 70 0 10 No z_No z_F z_High School z_Blue Collar 22 Commercial $4,720 z_SUV

3 $0 7 Highly Urban/ Urban

0 7/16/50 70 0 11

No $0 z_No M Bachelors z_Blue Collar 37 Commercial $12,780 Minivan

2 $0 9 Highly Urban/ Urban

0

70 0 14

No

Yes z_F Masters Lawyer 18 Private $25,530 Minivan $0 0 $0 19 Highly Urban/ Urban

0 7/11/50 70 0 14

No

Yes M z_High School Professional 43 Private $20,310 Van

2 $0 1 Highly Urban/ Urban

0

70 0 7

No Yes z_F Masters Lawyer 35 Private $12,000 Sports Car

2 $0 11 Highly Urban/ Urban

0

70 0 13

No

Yes z_F PhD Home Maker 32 Private $9,460 z_SUV $8,861 4 $0 10 Highly Urban/ Urban

0

70 0 12

No $0 z_No M PhD Manager 23 Commercial $32,530 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

70 0 12 $195 No $0 z_No z_F PhD Home Maker 54 Private $7,300 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0

70 0 14

No

Yes M Masters Professional 70 Commercial $9,720 Pickup $5,645 3 $0 15 Highly Urban/ Urban

1

70 1 14

Yes $0 z_No z_F Masters Lawyer 19 Private $13,460 Minivan

3 $0 17 Highly Urban/ Urban

0 7/1/50 70 1 12

No

Yes z_F Masters Lawyer 27 Private $16,220 Minivan $0 0 $0 15 Highly Urban/ Urban

0 7/1/50 70 1 12 $98,175 No $321,272 Yes z_F Masters Lawyer 27 Private $18,800 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

70 0 5

No

z_No z_F Bachelors z_Blue Collar 71 Commercial $8,170 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

70 0 11

No $0 z_No M Masters Lawyer 37 Private $18,920 Van $0 0 $0 1 Highly Urban/ Urban

0

70 0 17

No

Yes z_F Bachelors Manager 33 Private $4,910 Sports Car

1 $0 7 Highly Urban/ Urban

0

70 0 0 $0 No $0 z_No z_F Bachelors Home Maker 23 Private $6,400 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

70 0 11

No

z_No z_F z_High School Professional 13 Private $17,030 Sports Car

1

9 z_Highly Rural/ Rural

0

70 0 9

No $0 z_No M

3 $3,667 5 Highly Urban/ Urban

0

70 0 13 No

Yes z_F PhD Doctor 26 Private $7,430 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 6/21/50 70 0 13

No

Yes M PhD 38 Commercial $11,010 Pickup

2 $3,226 12 Highly Urban/ Urban

0

70 0 13

No

Yes M PhD Lawyer 49 Private $15,400 Minivan

1 $0 20 Highly Urban/ Urban

0

70 0 13

No

Yes z_F z_High School Professional 18 Private $12,310 z_SUV

1 $0 1 Highly Urban/ Urban

0 6/18/50 70 0 13 No

Yes M Bachelors Professional 43 Private

Van $3,170 3 $0 12 Highly Urban/ Urban

0 6/18/50 70 0 12

No

Yes z_F Bachelors Professional 52 Commercial $28,850 Pickup $0 0 $0 13 Highly Urban/ Urban

0 6/18/50 70 0 11

No

Yes z_F Bachelors Home Maker 56 Private

z_SUV $3,116 2 $2,027 10 Highly Urban/ Urban

0

70 0 14

No $0 z_No M Bachelors Manager 21 Private $17,110 Van $0 0 $0 17 Highly Urban/ Urban

0

70 0 12

No

Yes z_F z_High School Clerical 32 Private $19,540 Minivan $0 0 $0 1 Highly Urban/ Urban

0

70 0 9

No

Yes M z_High School Clerical 13 Private $10,110 Minivan $0 0 $0 1 Highly Urban/ Urban

0

70 0 0 No $0 z_No z_F Bachelors Student 5 Commercial $10,810 z_SUV $3,461 2 $0 10 Highly Urban/ Urban

0

70 0 11

No $0 z_No z_F PhD Doctor 34 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0 6/11/50 70 0 6

No $0 z_No z_F $5,954

3

3 Highly Urban/ Urban

0

70 0 12

No $0 z_No z_F z_High School Manager 5 Private $10,880 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

70 0 6

No

Yes z_F Masters Lawyer 41 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

70 0 7

No $0 z_No z_F z_High School Clerical 24 Private $11,490 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

70 0 12

No $0 z_No z_F z_High School z_Blue Collar 39 Commercial $14,990 Minivan $0 0 $2,668 1 Highly Urban/ Urban

0

70 0 13

No

Yes M PhD Manager 53 Commercial $31,000 Panel Truck $4,344 2

14 Highly Urban/ Urban

0

70 0 7

No $0 z_No z_F PhD 53 Commercial

Panel Truck

1

14 Highly Urban/ Urban

0 6/1/50 70 0 14

No

Yes M Masters Manager 33 Private $20,120 Minivan $5,996 3 $0 13 Highly Urban/ Urban

0

70 0 0 $0 No

Yes z_F Masters Professional 42 Private $6,400 z_SUV

1 $0 14 Highly Urban/ Urban

0 5/30/50 70 0 13

No

Yes M Bachelors Clerical 35 Commercial $10,760 Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/30/50 70 0 13 $43,560 No $174,690 Yes M Bachelors Clerical 35 Private $10,760 Pickup

1

7 Highly Urban/ Urban

0

70 0 9

No

Yes M z_High School z_Blue Collar 39 Commercial $10,030 Pickup $0 0 $0 7 Highly Urban/ Urban

0

70 0 11

No

Yes z_F Bachelors Manager 33 Private $17,310 Minivan $0 0 $0 5 Highly Urban/ Urban

0

70 0 11 $23,711 No $0 z_No z_F z_High School Clerical 25 Private $8,770 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 9

No $0 z_No M Bachelors z_Blue Collar 46 Commercial $17,280 Van

2

7 Highly Urban/ Urban

0

70 0 14

No

Yes M z_High School z_Blue Collar 37 Commercial $15,620 Minivan $5,150 2 $0 1 Highly Urban/ Urban

0 5/20/50 70 0 11

No

Yes z_F Bachelors Professional 17 Private

z_SUV $0 0 $0 8 Highly Urban/ Urban

0

70 0 15

No

Yes M

0

70 0 9

No

Yes z_F Bachelors Professional 71 Private $13,940 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

70 0 12

No

Yes M PhD 30 Commercial

Pickup $0 0 $0 13 Highly Urban/ Urban

0 5/16/50 70 0 0 $0 No

Yes M Masters Lawyer 67 Private $18,420 Minivan

1 $0 17 Highly Urban/ Urban

0

70 0 14 $45,451 No Yes z_F z_High School Clerical 29 Private $20,970 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 12

No

Yes M Masters 47 Commercial $33,870 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

70 0 10

No

Yes M z_High School Professional 37 Commercial

Panel Truck

2 $0 1 Highly Urban/ Urban

0 5/12/50 70 0 0 $0 No $0 Yes M z_High School Student 36 Commercial $10,090 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 5/12/50 70 0 12 $60,049 No

z_No z_F z_High School z_Blue Collar 21 Private $6,200 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 12 $4,542 No $116,360 Yes z_F Bachelors Home Maker 33 Private $6,850 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

70 0 14

No $0 z_No z_F Masters Home Maker 24 Private $8,660 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

70 0 11 No

Yes z_F PhD Manager 27 Private $18,560 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

70 0

No

Yes M Bachelors Professional 75 Private $17,490 Van $0 0 $0 11 Highly Urban/ Urban

0

70 0 5

No

z_No M z_High School z_Blue Collar 59 Commercial $18,980 Van

3 $0 1 Highly Urban/ Urban

0 5/2/50 70 0 14 $1,463 No

Yes z_F Bachelors Home Maker 33 Private $6,550 z_SUV

2 $0 12 Highly Urban/ Urban

0

70 0 13

No

z_No M PhD Manager 53 Commercial $23,230 Panel Truck $0 0 $0 22 Highly Urban/ Urban

0 4/30/50 70 0

No

Yes z_F

0 4/30/50 70 0 13 $147,455 No $394,201 z_No M PhD Manager 53 Private

Minivan $0 0 $0 22 Highly Urban/ Urban

0 4/30/50 70 0 13

No

Yes z_F Bachelors Home Maker 25 Private $12,120 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

70 0 16

No

Yes z_F Bachelors Professional 15 Private $11,830 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

70 0 11

No

Yes M

0

70 0 8

No z_No z_F PhD Manager 38 Private $6,670 z_SUV

2 $0 14 Highly Urban/ Urban

0

70 0 13

No $0 z_No M z_High School z_Blue Collar 40 Commercial $8,420 Pickup

1 $0 1 Highly Urban/ Urban

0

70 0 12

No

Yes M Masters 24 Commercial $6,720 Pickup

3 $0 14 Highly Urban/ Urban

0

70 0 11

No z_No M Masters Manager 13 Commercial $24,000 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

70 0 13 $1,201 No $0 z_No z_F z_High School Home Maker 13 Private $31,430 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 4/13/50 70 0 12

No $0 z_No z_F Bachelors Home Maker 22 Private $13,580 z_SUV

1 $0 14 Highly Urban/ Urban

0

70 0 12

No

z_No z_F Bachelors z_Blue Collar 26 Commercial $6,400 z_SUV

2 $0 12 Highly Urban/ Urban

0

70 0 13

No

Yes M Bachelors z_Blue Collar 62 Private $13,790 Minivan

4 $0 8 Highly Urban/ Urban

0 4/10/50 70 0 10

No

z_No M Masters Lawyer 27 Private $17,520 Van $0 0 $0 9 Highly Urban/ Urban

0

70 0 12

No $0 z_No M z_High School Student 47 Private $9,640 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/9/50 70 0 11

No

Yes M Bachelors Clerical 7 Private $30,910 Minivan $0 0 $0 Highly Urban/ Urban

0

70 0 10

No $0 z_No M Masters Lawyer 36 Private $6,400 Pickup $3,863 2

15 Highly Urban/ Urban

0 4/6/50 70 0 10 $73,241 No $0 z_No M Masters 36 Commercial $6,400 Pickup

3 $0 15 Highly Urban/ Urban

0

70 0 13

No

Yes z_F Bachelors z_Blue Collar 26 Private $17,380 Minivan $0 0 $0 12 Highly Urban/ Urban

0

70 0 15

No

Yes z_F z_High School Clerical 68 Private $21,530 Minivan $0 0 $0 4 z_Highly Rural/ Rural

0

70 0 1 $34,920 No

Yes M Masters Lawyer 23 Private $15,750 Minivan $0 0 $0 9 Highly Urban/ Urban

0 4/2/50 70 0 15 $34,050 No

Yes z_F

0

70 0 13

No

Yes z_F

0

70 0 10

No

z_No M Masters 32 Commercial $33,960 Panel Truck $0 0 $0 Highly Urban/ Urban

0 3/30/50 70 0 14

No

Yes z_F Bachelors Professional 40 Private $14,390 z_SUV $6,880 3 $0 Highly Urban/ Urban

0 3/30/50 70 0 10 $122,192 No $337,259 z_No M Masters 32 Commercial $24,120 Panel Truck $0 0 $0 Highly Urban/ Urban

0 3/30/50 70 0 8

No

Yes z_F

1 Highly Urban/ Urban

0

70 0 11

No

Yes M Masters Lawyer 48 Private $10,190 Minivan $0 0 $0 16 Highly Urban/ Urban

0 3/28/50 70 0 7

No

z_No M

0

70 0 12

No $113,356 z_No M PhD Doctor 49 Private $17,070 Minivan $0 0 $0 15 Highly Urban/ Urban

0 3/27/50 70 0 14

No Yes z_F Bachelors Manager 17 Private $24,300 Minivan $0 0 $0 1 Highly Urban/ Urban

0

70 0 0 $0 No z_No z_F Bachelors Home Maker 28 Private $28,620 Minivan $0 0 $4,306 12 Highly Urban/ Urban

0

70 0 14

No

Yes M z_High School Professional 41 Private $11,370 Pickup $0 0 $0 6 Highly Urban/ Urban

0 3/24/50 70 0 0 $0 No $0 Yes M Bachelors Student 24 Commercial $6,400 Pickup

2 $0 15 Highly Urban/ Urban

0 3/24/50 70 0 7

No

Yes z_F Bachelors Professional 39 Private $22,720 Minivan $5,495 1 $0 10 Highly Urban/ Urban

0

70 0 10

No

Yes M z_High School Clerical 32 Commercial

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

0

70 0 12

No

Yes z_F Bachelors Clerical 14 Private $10,670 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

70 0 11

No $0 z_No M Masters Manager 36 Private $6,400 Pickup $0 0 $0 10 Highly Urban/ Urban

0

70 0 12

No $0 z_No z_F Bachelors Professional 5 Private $12,360 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 3/17/50 70 0 0 $0 No

Yes M z_High School Home Maker 36 Private $19,260 Minivan $3,444 1 $0 1 Highly Urban/ Urban

0

70 0 7

No

Yes z_F PhD Lawyer 30 Private $20,150 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 3/16/50 70 0 12

No $0 z_No M Masters Lawyer 15 Private $12,510 Minivan $6,281 2 $830 16 Highly Urban/ Urban

0 3/16/50 70 0 11

No

Yes M z_High School z_Blue Collar 64 Commercial $23,360 Panel Truck $4,963 3

7 Highly Urban/ Urban

0 3/16/50 70 0 13

No

Yes z_F z_High School z_Blue Collar 14 Commercial $23,030 Pickup $6,980 2 $0 1 Highly Urban/ Urban

0

70 0 14

No z_No z_F Bachelors z_Blue Collar 49 Private $25,290 Pickup $0 0 $0 1 Highly Urban/ Urban

0

70 0 12 $71,512 No $0 z_No z_F Masters Manager 27 Private $13,550 Sports Car $0 0 $0 18 Highly Urban/ Urban

0

70 0 0 $0 No

Yes z_F Masters Home Maker 29 Private $6,400 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

70 0 15 No

Yes z_F Masters Lawyer 40 Private $14,590 Minivan $0 0 $0 Highly Urban/ Urban

0

70 0 14

No

Yes M PhD Manager 14 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

70 0 11

No

Yes z_F z_High School z_Blue Collar 16 Commercial $12,660 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

70 0 12

No

z_No z_F PhD Doctor 18 Private $17,900 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/7/50 70 0 7

No

Yes z_F

0

70 0 12

No

Yes z_F Masters Lawyer 46 Private $20,960 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

70 0 8 $3,044 No $0 z_No z_F z_High School Student 65 Private

z_SUV $0 0

Highly Urban/ Urban

0 3/4/50 70 0 8 $3,044 No $0 z_No z_F z_High School Student 65 Private $1,800 Sports Car $0 0 $4,873 Highly Urban/ Urban

0

70 0 14

No $0 Yes z_F Bachelors Student 32 Commercial $19,780 z_SUV $1,645 1 $0 12 Highly Urban/ Urban

0 3/3/50 70 0 11 $34,390 No $0 z_No z_F Bachelors z_Blue Collar 31 Commercial $6,300 Sports Car

4 $4,758 9 z_Highly Rural/ Rural

0

70 0 14

No

Yes M

0

70 0 6

No $0 z_No M z_High School Professional 21 Private $14,080 Minivan $0 0 $6,031 1 Highly Urban/ Urban

0 3/1/50 70 0 6 $61,068 No $0 z_No M z_High School Professional 21 Commercial $22,780 Panel Truck $1,105 1

1 Highly Urban/ Urban

0 3/1/50 70 0 10

No

Yes M Masters Professional 56 Private $15,290 Minivan $0 0 $0 18 Highly Urban/ Urban

0 2/28/50 70 0 12

No

Yes z_F Bachelors Professional 30 Private

Van $0 0 $47,520 1 z_Highly Rural/ Rural

0 2/28/50 70 0 14

No

Yes M PhD 28 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

3 2/28/50 70 0 11

No

Yes M z_High School Professional 41 Private $6,000 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0

70 0 9

No $0 z_No M Bachelors z_Blue Collar 52 Commercial $17,810 Van $0 0 $0 10 z_Highly Rural/ Rural

0

70 0 14

No

Yes M Bachelors z_Blue Collar 40 Commercial $16,010 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 2/24/50 70 0 14

No

Yes z_F Masters Lawyer 44 Private $20,540 Minivan $0 0

15 Highly Urban/ Urban

0 2/24/50 70 0 13

No

Yes M PhD Manager 34 Private $6,400 Pickup

1 $0 22 Highly Urban/ Urban

0

70 0 7

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $8,010 z_SUV

2 $0 11 Highly Urban/ Urban

0 2/22/50 70 0 13

No

Yes M Bachelors z_Blue Collar 11 Commercial $12,370 Minivan

2 $0 10 Highly Urban/ Urban

0 2/20/50 70 0 10

No

Yes M z_High School Clerical 48 Private $18,110 Van $0 0 $0 12 Highly Urban/ Urban

0 2/19/50 70 0 12

No

Yes M

1 Highly Urban/ Urban

0

70 0 11 No

z_No z_F Masters Lawyer 17 Private $38,940 Van $0 0 $0 20 Highly Urban/ Urban

0 2/16/50 70 0 13 $32,589 No

Yes z_F z_High School Professional 56 Private $17,380 z_SUV $0 0 $4,266 4 Highly Urban/ Urban

0 2/15/50 70 0 11

No $0 z_No M Masters Lawyer 40 Private $19,830 Van $0 0

18 Highly Urban/ Urban

0 2/15/50 70 0 14

No Yes M Bachelors Student 55 Commercial $17,960 Minivan

1

17 Highly Urban/ Urban

0

70 0 5

No

Yes M Bachelors Clerical 30 Private $15,880 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/14/50 70 0

No

Yes z_F z_High School Clerical 54 Private $11,750 z_SUV $0 0 $0 z_Highly Rural/ Rural

0 2/13/50 70 0 0 $0 No $0 z_No M

0 2/12/50 70 0

No

z_No M Masters Lawyer 6 Private $13,140 Minivan $0 0 $0 12 Highly Urban/ Urban

0

70 0 12

No

z_No M PhD Doctor 36 Private $18,000 Van $0 0 $0 8 Highly Urban/ Urban

0 2/10/50 70 0 0 $0 No Yes z_F PhD Home Maker 8 Private $22,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

70 0 11

No $0 z_No z_F Masters 29 Commercial $27,170 Pickup $0 0 $0 17 Highly Urban/ Urban

0 2/8/50 70 0 14

No $0 z_No M Masters Professional 18 Commercial $28,600 Panel Truck $0 0 $0 14 z_Highly Rural/ Rural

0

70 0 16

No

Yes z_F Bachelors Professional 5 Private $6,400 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 2/7/50 70 0 11

No $0 z_No M z_High School Student 33 Commercial $6,400 Pickup

2

7 Highly Urban/ Urban

0 2/6/50 70 0 16

No

Yes M Bachelors Professional 7 Commercial $18,650 Van $0 0 $0 5 Highly Urban/ Urban

0 2/4/50 70 0 8

No

Yes z_F

0 2/4/50 70 0 8 $22,059 No Yes z_F

0 2/4/50 70 0 11

No

z_No z_F Masters Home Maker 54 Private $20,900 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 2/3/50 70 0 9

No

Yes M Bachelors Manager 16 Private $6,400 Pickup $0 0 $0 4 Highly Urban/ Urban

0 2/3/50 70 0 0 No $0 Yes z_F

0 2/2/50 70 0 13

No

Yes M Bachelors Professional 17 Private $8,550 Pickup

2 $0 11 Highly Urban/ Urban

0 2/2/50 70 0 10

No

Yes M Bachelors Manager 28 Private $17,640 Minivan $0 0 $0 13 Highly Urban/ Urban

0 2/2/50 70 0 12

No

Yes z_F Masters Lawyer 18 Private

Van $0 0 $0 Highly Urban/ Urban

1 1/30/50 70 1 12

No

Yes z_F Masters Lawyer 44 Private $23,000 Sports Car $1,448 2 $5,453 18 Highly Urban/ Urban

0 1/29/50 70 0 11

No $0 z_No z_F Masters Manager 42 Private $21,930 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

70 0 13

No

z_No M Bachelors Professional 14 Commercial $30,260 Panel Truck

1 $0 1 Highly Urban/ Urban

0 1/25/50 70 0 9

No

z_No z_F Bachelors z_Blue Collar 7 Commercial $12,350 Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/25/50 70 0 0 $0 No $0 z_No z_F Bachelors Home Maker 52 Private $6,400 z_SUV $0 0

9 Highly Urban/ Urban

0

70 0 9

No

Yes z_F Bachelors Home Maker 23 Private $12,660 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/19/50 70 0 14

No $135,174 Yes M z_High School Clerical 44 Private $16,170 Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/19/50 70 0 14 $24,490 No $0 z_No z_F

0 1/15/50 70 0 13

No

Yes M Bachelors Professional 76 Commercial $27,660 Panel Truck $0 0 $4,246 9 Highly Urban/ Urban

0 1/15/50 70 0 13 $7,784 No

Yes z_F $1,943

3 $0 7 Highly Urban/ Urban

0

70 0

No

z_No M z_High School Clerical 46 Private $9,840 Minivan $0 0 $0 9 Highly Urban/ Urban

0

70 0 14

No

Yes z_F

0 1/12/50 70 0 8

No

Yes M z_High School z_Blue Collar 44 Commercial $14,040 Minivan

2 $0 1 Highly Urban/ Urban

0 1/10/50 70 0 $60,121 No $0 z_No z_F z_High School z_Blue Collar 24 Private $21,640 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/7/50 70 0 6

No $0 z_No z_F Masters Lawyer 38 Private $10,450 Sports Car $0 0 $0 19 Highly Urban/ Urban

0 1/7/50 70 0 14

No

Yes z_F Bachelors Home Maker 62 Private $14,080 Sports Car

1 $6,006 5 Highly Urban/ Urban

0 1/7/50 70 0 14

No

Yes z_F

0 1/7/50 70 0 14 $76,778 No $209,440 Yes z_F Bachelors Home Maker 62 Private $6,400 z_SUV $4,324 3 $0 5 Highly Urban/ Urban

0 1/3/50 70 0 12

No $0 z_No M Bachelors Manager 43 Commercial $11,370 Pickup

1 $0 13 Highly Urban/ Urban

0 1/3/50 70 0 14

No

Yes M z_High School z_Blue Collar 41 Commercial $14,080 Minivan $3,767 3

8 Highly Urban/ Urban

0 1/2/50 70 0 6

No $0 z_No z_F Bachelors Professional 37 Private $18,160 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 1/2/50 70 0 11

No

Yes M PhD Lawyer 29 Private $11,000 Pickup $0 0 $0 22 Highly Urban/ Urban

0

70 0 12

No

Yes z_F $21,590

Minivan $0 0 $0 4 Highly Urban/ Urban

0 12/31/49 70 0 0 $0 No $0 z_No M z_High School Student 24 Commercial $6,200 Pickup

3 $8,584 1 z_Highly Rural/ Rural

0 12/31/49 70 0 7

No

z_No M Masters Lawyer 28 Private $21,760 Van $0 0

10 Highly Urban/ Urban

0 12/31/49 70 0 12 $46,336 No $159,199 Yes z_F

0

70 0 12

No

Yes M Bachelors z_Blue Collar 23 Commercial $6,400 Pickup $3,034 2

7 Highly Urban/ Urban

0

70 0 13

No

Yes z_F z_High School Professional 32 Private $5,590 z_SUV

3 $0 7 Highly Urban/ Urban

0

70 0 8

No

z_No M

0

70 0 0 $0 No

Yes z_F Masters Home Maker 34 Private $7,440 z_SUV

2 $0 10 Highly Urban/ Urban

0 12/27/49 70 0 15

No

Yes M Bachelors Professional 25 Private $14,620 Minivan $7,324 1 $0 6 Highly Urban/ Urban

0 12/27/49 70 0 10

No $0 z_No z_F

0

70 0 13

No

z_No z_F z_High School Professional 25 Private $14,710 z_SUV $0 0 $0 Highly Urban/ Urban

0

70 0 7

No

z_No M Masters Professional 33 Private $16,320 Van $0 0 $0 6 z_Highly Rural/ Rural

0 12/24/49 70 0 7 $86,847 No $228,889 z_No M Masters Professional 33 Commercial $23,210 Panel Truck $0 0 $0 6 z_Highly Rural/ Rural

0

70 0 11 No

z_No z_F z_High School Home Maker 21 Private $10,130 z_SUV $2,740 3 $0 1 Highly Urban/ Urban

0

70 0 11

No $0 z_No z_F

0

70 0 4

No

z_No M Bachelors Professional 6 Private $14,970 Minivan

3 $0 1 Highly Urban/ Urban

0

70 0

No

Yes M Masters Lawyer 5 Private $10,230 Pickup $0 0 $0 17 Highly Urban/ Urban

0 12/18/49 70 0 0 No $0 Yes M z_High School Student 28 Private $8,870 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/18/49 70 0 10

No

Yes z_F Masters Manager 44 Private $14,670 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

70 0 8

No

Yes z_F z_High School Clerical 47 Private $19,080 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 12/17/49 70 0 12

No

Yes z_F z_High School Home Maker 31 Private $19,410 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

70 0 13

No

Yes z_F PhD 40 Commercial $30,330 Pickup $0 0 $0 Highly Urban/ Urban

0 12/15/49 70 0 9 $10,359 No $0 z_No z_F

0

70 0 14

No

z_No M Bachelors Clerical 49 Commercial $5,920 Pickup $0 0 $0 7 Highly Urban/ Urban

0

70 0 12

No $0 z_No z_F z_High School Home Maker 44 Private $9,900 z_SUV $7,863 3 $0 7 Highly Urban/ Urban

0 12/13/49 70 0 11 No

Yes M Masters Professional 21 Private $23,170 Minivan $0 0 $0 18 z_Highly Rural/ Rural

0 12/13/49 70 0 9 No Yes M z_High School z_Blue Collar 43 Commercial $8,670 Pickup $0 0 $0 Highly Urban/ Urban

0

70 0 9

No

z_No M Bachelors Manager 15 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 12/12/49 70 0 13

No

Yes z_F Masters Lawyer 18 Private $7,870 z_SUV $0 0 $0 16 z_Highly Rural/ Rural

0 12/12/49 70 0 9 $94,062 No $287,762 z_No M Bachelors Manager 15 Private $6,200 Minivan $0 0 $0 11 Highly Urban/ Urban

0

70 0 12

No $0 z_No z_F PhD 26 Commercial

Van $4,327 1 $0 10 Highly Urban/ Urban

0

70 0 0 $0 No $0 z_No z_F PhD Home Maker 46 Private $17,520 z_SUV

4 $0 19 Highly Urban/ Urban

0

70 0 0 $0 No

Yes M z_High School Student 69 Commercial $6,400 Pickup

3

1 Highly Urban/ Urban

0 12/9/49 70 0 12

No z_No M z_High School Student 20 Commercial $24,860 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 14

No

Yes z_F Bachelors z_Blue Collar 45 Commercial $30,520 Pickup

1 $4,431 12 Highly Urban/ Urban

0 12/6/49 70 0 13

No

z_No z_F z_High School Clerical 46 Private $11,280 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

70 0 4

No

Yes M PhD Doctor 38 Private $6,400 Pickup $0 0 $0 18 Highly Urban/ Urban

0

70 0 11

No

Yes M Bachelors Student 56 Commercial $16,150 Minivan $0 0 $0 13 Highly Urban/ Urban

0

70 0 15

No

Yes M z_High School z_Blue Collar 31 Commercial $23,370 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

70 0 11

No

z_No M $33,591

8 Highly Urban/ Urban

0 11/30/49 70 0 14

No

Yes M Masters Manager 21 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 11/30/49 70 0 11 $13,148 No $159,195 z_No M $29,869

3 $0 8 Highly Urban/ Urban

0 11/30/49 70 0 11 No

Yes z_F Masters Manager 26 Private $10,150 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 11/30/49 70 0 12 $24,840 No

Yes z_F z_High School Home Maker 24 Private $5,820 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

70 0 12

No

Yes M Bachelors Professional 19 Private $14,690 Minivan $0 0 $0 z_Highly Rural/ Rural

0

70 0 15

No

Yes M PhD 47 Commercial $22,300 Van

3 $0 15 Highly Urban/ Urban

0

70 0 13

No $0 z_No M Masters 61 Commercial

Panel Truck

2 $0 17 Highly Urban/ Urban

0 11/27/49 70 0 11

No $0 z_No M PhD 17 Commercial

Van $4,004 1

12 Highly Urban/ Urban

0 11/27/49 70 0

No

z_No M PhD 22 Commercial $26,250 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 11/27/49 70 0 12

No

z_No M Bachelors z_Blue Collar 38 Commercial

Pickup

2 $6,499 13 Highly Urban/ Urban

0

70 0 12 No

Yes z_F Masters Lawyer 28 Private

Minivan

3 $0 Highly Urban/ Urban

0

70 0 15

No

Yes M Masters Lawyer 39 Private $13,270 Minivan $0 0 $0 16 Highly Urban/ Urban

0

70 0 No Yes M

0 11/21/49 70 0 13

No

Yes M Bachelors Professional 10 Commercial $28,870 Panel Truck

1 $0 5 Highly Urban/ Urban

0 11/21/49 70 0 12 No

Yes z_F PhD Doctor 37 Private $19,480 Pickup $0 0 $0 Highly Urban/ Urban

0

70 0

No $0 z_No z_F Masters Manager 17 Private $14,590 Minivan $0 0 $0 12 Highly Urban/ Urban

0

70 0 11

No $0 z_No z_F

0

70 0 6

No $0 z_No M z_High School Manager 47 Private $17,590 Van

2 $0 5 Highly Urban/ Urban

0 11/16/49 70 0 11 $525 No $0 Yes z_F $34,220

Van $0 0 $0 6 z_Highly Rural/ Rural

0

70 0 14

No

Yes M

Pickup $0 0 $0 5 Highly Urban/ Urban

0 11/12/49 70 0 14 $15,989 No $117,038 Yes M

Van $0 0 $0 5 Highly Urban/ Urban

0 11/12/49 70 0 14 No $117,038 Yes M

0

70 0 14

No

Yes M z_High School Clerical 53 Commercial $8,920 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 13

No

Yes z_F Bachelors Manager 29 Private $25,380 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 11/8/49 70 0 15

No

z_No M

0

70 0 10

No $0 z_No M Bachelors Manager 5 Commercial $28,610 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 11/7/49 70 0 13

No

Yes z_F z_High School Clerical 16 Private $24,810 z_SUV

3 $0 1 Highly Urban/ Urban

0

70 0 12

No

Yes M Masters Manager 55 Commercial $19,380 Van $8,730 2 $0 21 Highly Urban/ Urban

0 11/6/49 70 0 13

No

Yes z_F z_High School Clerical 65 Private $15,360 z_SUV $0 0 $4,623 5 Highly Urban/ Urban

0 11/6/49 70 0 13

No $0 z_No z_F

0 11/6/49 70 0 0 $0 No

Yes M $2,663

1 z_Highly Rural/ Rural

0 11/6/49 70 0 15

No

Yes z_F

0 11/6/49 70 0 12

No

Yes M Masters Lawyer 43 Private $15,890 Minivan $0 0 $0 23 Highly Urban/ Urban

0

70 0 14

No

Yes z_F

0

70 0 8

No

Yes M z_High School z_Blue Collar 5 Commercial $9,350 Pickup

3 $0 Highly Urban/ Urban

0 11/2/49 70 0 8 $40,552 No Yes M z_High School z_Blue Collar 5 Commercial $5,560 Minivan $0 0 $0 Highly Urban/ Urban

0 11/2/49 70 0 11

No

Yes z_F Masters Manager 5 Private $14,560 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

70 0 8

No $0 z_No z_F z_High School Clerical 47 Private $12,760 Minivan

2 $0 8 Highly Urban/ Urban

0

70 0 15

No

Yes z_F Bachelors Professional 33 Private $19,170 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

70 0 13

No

Yes M Masters Lawyer 37 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 10/28/49 70 0 8

No

Yes M z_High School z_Blue Collar 18 Commercial $16,550 Van $0 0 $0 1 Highly Urban/ Urban

0

70 0 9

No $0 z_No M Masters 32 Commercial $19,310 Van

1

1 Highly Urban/ Urban

0 10/27/49 70 0 10

No $0 z_No z_F Bachelors Professional 18 Private $20,260 Sports Car $5,603 1

10 Highly Urban/ Urban

0 10/27/49 70 0 10

No z_No M z_High School Professional 19 Commercial $25,660 Panel Truck $8,272 3 $0 1 Highly Urban/ Urban

0

70 0 13

No

Yes M Masters Manager 30 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0

70 0 11

No

z_No z_F PhD Professional 17 Private $7,590 Sports Car

1 $0 14 Highly Urban/ Urban

0

70 0 9

No Yes z_F Masters Lawyer 25 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 10/24/49 70 0 14 No

z_No M Bachelors z_Blue Collar 50 Commercial $10,210 Pickup $0 0

9 Highly Urban/ Urban

0 10/24/49 70 0 14 No $97,670 z_No M Bachelors z_Blue Collar 22 Private $15,230 Minivan $0 0 $0 Highly Urban/ Urban

0

70 0 12

No

Yes z_F $34,479

3

4 Highly Urban/ Urban

0

70 0 7

No $0 z_No M Bachelors Professional 48 Commercial $18,510 Van $0 0 $0 17 z_Highly Rural/ Rural

0 10/22/49 70 0 13

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $13,790 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

70 0

No

Yes M Bachelors Manager 51 Private $14,630 Minivan

3 $0 9 Highly Urban/ Urban

0

70 0 12

No

z_No z_F PhD 50 Commercial $6,500 Pickup $0 0 $0 16 Highly Urban/ Urban

0

70 0 12 No

Yes M PhD Manager 24 Commercial $28,540 Panel Truck

2 $0 14 Highly Urban/ Urban

0 10/18/49 70 0 6

No

Yes M Masters Manager 42 Private $10,670 Minivan $0 0 $0 11 Highly Urban/ Urban

0 10/18/49 70 0 15

No

Yes z_F Masters Lawyer 23 Private $15,100 z_SUV $0 0 $3,955 10 z_Highly Rural/ Rural

0

70 0 8

No

Yes M Masters Manager 41 Commercial $8,560 Pickup $0 0 $0 16 Highly Urban/ Urban

0 10/17/49 70 0 10

No $0 z_No z_F Bachelors Professional 42 Private $16,140 Sports Car $0 0 $3,953 13 Highly Urban/ Urban

0

70 0 7

No $0 z_No M Bachelors z_Blue Collar 21 Commercial $26,520 Panel Truck $2,659 1 $0 Highly Urban/ Urban

0

70 0 10

No z_No z_F Bachelors z_Blue Collar 35 Commercial $8,370 z_SUV $2,988 1 $4,890 12 Highly Urban/ Urban

0 10/15/49 70 0

No

Yes z_F PhD Doctor 11 Private $17,570 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

70 0 9

No $0 z_No M Masters Lawyer 36 Private $6,500 Pickup $0 0 $0 11 Highly Urban/ Urban

0

70 0

No

Yes z_F PhD Doctor 30 Private $17,990 Minivan $0 0 $0 26 Highly Urban/ Urban

0

70 0 12 No $0 z_No z_F Masters Lawyer 13 Private

Sports Car $0 0 $0 16 Highly Urban/ Urban

0 10/11/49 70 0 13

No

Yes M Masters Lawyer 41 Private $18,320 Minivan $0 0 $0 15 Highly Urban/ Urban

0

70 0 12

No

z_No z_F Bachelors z_Blue Collar 53 Commercial $11,300 z_SUV

1 $4,696 9 Highly Urban/ Urban

0

70 0 10

No

Yes z_F z_High School Clerical 17 Private $6,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 15

No $0 z_No z_F $1,255

4 $892 1 Highly Urban/ Urban

0

70 0 14

No $0 z_No M $8,506

1

1 Highly Urban/ Urban

0 10/6/49 70 0 10

No

Yes M PhD Doctor 29 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 10/6/49 70 0 13

No

Yes z_F Bachelors Professional 73 Private $12,950 Sports Car $0 0 $0 15 z_Highly Rural/ Rural

0

70 0 12

No $0 z_No M PhD Lawyer 23 Private $14,930 Minivan $0 0 $0 21 Highly Urban/ Urban

0

70 0 0 $0 No

z_No z_F Bachelors Home Maker 50 Private $10,250 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 10/3/49 70 0 13

No $0 z_No M z_High School Professional 52 Private $6,600 Pickup $0 0 $0 1 Highly Urban/ Urban

0

70 0 9

No z_No M Masters 25 Commercial

Panel Truck

1

14 Highly Urban/ Urban

0

70 0

No

Yes M Masters Lawyer 29 Private

Van $0 0 $0 18 Highly Urban/ Urban

0 10/1/49 70 0 15

No

Yes z_F Bachelors Professional 5 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

70 0 13

No

Yes M Bachelors Manager 28 Commercial $27,460 Panel Truck

2 $0 6 Highly Urban/ Urban

0

70 0 12

No

z_No M Bachelors Manager 25 Private $22,210 Minivan $0 0 $0 8 Highly Urban/ Urban

0

70 0 12

No

Yes M Masters Lawyer 57 Private $14,730 Minivan $0 0 $0 7 Highly Urban/ Urban

0 9/27/49 70 0 13

No $0 z_No M PhD 29 Commercial $17,360 Van $0 0 $0 11 Highly Urban/ Urban

0

70 0 15

No

Yes M Masters Lawyer 46 Private $12,890 Minivan $1,946 4 $0 15 Highly Urban/ Urban

0 9/26/49 70 0 0 $0 No $0 z_No z_F z_High School Student 47 Commercial $7,580 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 9/26/49 70 0 0 $0 No

z_No z_F z_High School Student 37 Private $6,820 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 9/26/49 70 0 0 $0 No $0 z_No z_F z_High School Student 47 Private $6,520 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

70 0 0 $0 No

Yes z_F z_High School Home Maker 12 Private $6,500 Sports Car $0 0

Highly Urban/ Urban

0 9/24/49 70 0 12 $14,600 No

Yes z_F z_High School Home Maker 75 Private $17,360 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 9/24/49 70 0 0 $0 No $113,870 Yes z_F z_High School Home Maker 12 Commercial $29,200 Van $0 0

Highly Urban/ Urban

0

70 0 8 $33,870 No

z_No z_F

0 9/23/49 70 0 0 $0 No

Yes z_F Masters Home Maker 51 Private $1,500 Sports Car $0 0 $0 17 z_Highly Rural/ Rural

0

70 0 12

No

Yes M

0 9/21/49 70 0 13

No $0 z_No M Masters Manager 40 Private $16,260 Minivan

3 $0 18 Highly Urban/ Urban

0

70 0

No

Yes M Bachelors Clerical 25 Private $9,410 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/20/49 70 0 $29,139 No Yes M Bachelors Clerical 25 Private $7,970 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/20/49 70 0 13

No $0 z_No M Masters 53 Private $15,710 Minivan $3,917 2 $0 17 Highly Urban/ Urban

0

70 0 13 $22,800 No $0 Yes z_F Bachelors Student 52 Commercial $16,140 z_SUV $0 0 $0 5 z_Highly Rural/ Rural

1

70 1 11

Yes $0 z_No z_F PhD Lawyer 58 Private $6,300 z_SUV $0 0 $2,641 12 z_Highly Rural/ Rural

0

70 0 14

No $0 z_No z_F Bachelors Clerical 38 Private $20,230 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

70 0 12

No

Yes M Bachelors Manager 32 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0

70 0 12

No

Yes z_F

0 9/13/49 70 0 12 $29,296 No $173,233 Yes z_F $26,950

Van

4 $0 1 Highly Urban/ Urban

0

70 0 11

No

Yes z_F $7,411

2 $0 1 Highly Urban/ Urban

0 9/10/49 70 0 11

No

Yes M

0 9/10/49 70 0 15

No Yes M Bachelors z_Blue Collar 30 Commercial $23,490 Panel Truck $3,181 1 $0 9 Highly Urban/ Urban

0

70 0 0 $0 No

Yes z_F Bachelors Home Maker 72 Private $1,500 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

70 0 11

No

z_No M Masters Professional 41 Commercial $33,500 Panel Truck $0 0 $0 20 Highly Urban/ Urban

0

70 0 12

No Yes z_F Bachelors Professional 25 Private $12,170 Pickup $0 0 $0 5 Highly Urban/ Urban

0

70 0 6

No $0 Yes M z_High School Student 20 Commercial $8,090 Minivan $5,672 2 $5,982 8 Highly Urban/ Urban

0

70 0 13

No

Yes z_F Bachelors z_Blue Collar 26 Commercial $6,200 z_SUV $0 0 $3,731 1 Highly Urban/ Urban

0

70 0 11

No

z_No M PhD 48 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0

70 0 12

No

Yes z_F z_High School z_Blue Collar 67 Commercial $24,710 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

70 0 8

No

Yes z_F z_High School z_Blue Collar 10 Commercial $35,450 z_SUV

3 $0 1 Highly Urban/ Urban

0

70 0 13

No

Yes z_F Bachelors Manager 48 Private $13,520 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 8/29/49 70 0 13 $61,082 No $177,094 Yes z_F Bachelors Manager 48 Private $12,610 Sports Car $0 0 $0 7 Highly Urban/ Urban

0 8/29/49 70 0 11

No

Yes z_F Masters Lawyer 36 Private $16,610 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

70 0 13

No

Yes z_F PhD Home Maker 50 Private $23,710 Pickup

2 $0 9 Highly Urban/ Urban

0

70 0 13

No $0 z_No z_F Bachelors z_Blue Collar 69 Commercial $13,920 z_SUV $3,800 2

10 Highly Urban/ Urban

0 8/27/49 70 0 10

No $0 z_No z_F PhD Doctor 33 Private $15,630 Minivan $0 0 $0 19 Highly Urban/ Urban

0

70 0 8 No $0 z_No z_F Bachelors Home Maker 40 Private $13,810 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 8/25/49 70 0 8 No $0 z_No z_F Bachelors Home Maker 47 Private $17,970 Van $0 0 $0 7 z_Highly Rural/ Rural

0

70 0 14

No

Yes M PhD 5 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0 8/23/49 70 0 8 $55,172 No

Yes M Bachelors z_Blue Collar 33 Commercial $12,020 Pickup $0 0 $0 16 Highly Urban/ Urban

0

70 0 10

No $0 z_No M

0

70 0 15

No

Yes z_F Bachelors Manager 14 Private $6,500 z_SUV $0 0 $4,805 7 Highly Urban/ Urban

0 8/21/49 70 0 $70,135 No $0 z_No M Masters Manager 5 Commercial $8,510 Pickup $0 0 $0 13 Highly Urban/ Urban

0 8/21/49 70 0 $70,135 No $0 z_No M Masters Manager 5 Private $13,510 Minivan $0 0

13 Highly Urban/ Urban

0 8/21/49 70 1 15

No

Yes z_F Bachelors Clerical 22 Private $10,490 z_SUV $0 0 $5,358 8 Highly Urban/ Urban

0

70 0 11

No

z_No z_F PhD 33 Commercial

Pickup $0 0 $0 22 Highly Urban/ Urban

0

70 0 8

No $0 z_No z_F Masters Manager 27 Private

Sports Car

2

13 Highly Urban/ Urban

0 8/18/49 70 0 12

No

Yes z_F Masters Lawyer 52 Private $19,700 z_SUV

1 $0 7 Highly Urban/ Urban

0

70 0 7

No

Yes M Masters Lawyer 57 Private $14,500 Minivan

1 $4,519 12 Highly Urban/ Urban

0 8/17/49 70 0 10

No $0 z_No z_F PhD Doctor 41 Private $12,790 z_SUV $4,538 4

11 Highly Urban/ Urban

0

70 0 0 $0 No $75,386 Yes M PhD Doctor 23 Private $10,350 Minivan

2 $0 22 Highly Urban/ Urban

0

70 0 14 No Yes z_F Bachelors Home Maker 26 Private $18,700 Pickup $0 0 $4,970 14 Highly Urban/ Urban

0

70 0

No

Yes z_F PhD Manager 12 Private $16,650 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

70 0 12

No

Yes z_F Masters Lawyer 54 Private $20,330 Minivan $0 0 $0 15 Highly Urban/ Urban

0

70 0 0 $0 No Yes M PhD Manager 26 Private $1,500 Minivan

1 $0 12 Highly Urban/ Urban

0

70 0 9

No

Yes M Bachelors z_Blue Collar 19 Commercial $16,120 Minivan $1,092 1 $0 9 Highly Urban/ Urban

0 8/5/49 70 0 6

No

Yes M Bachelors Manager 52 Private $19,300 Van $0 0 $0 6 Highly Urban/ Urban

0 8/5/49 70 0 6 $67,488 No $206,632 Yes M Bachelors Manager 52 Private $17,000 Minivan $0 0 $0 6 Highly Urban/ Urban

0

70 0 12

No $0 z_No M Bachelors z_Blue Collar 56 Commercial $15,720 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 8/2/49 70 0 13 $42,226 No

Yes z_F z_High School z_Blue Collar 61 Commercial $6,500 Sports Car

2 $4,477 1 Highly Urban/ Urban

0

71 0 14

No

Yes M z_High School z_Blue Collar 19 Commercial $5,540 Pickup $0 0 $0 1 Highly Urban/ Urban

0

71 0 11

No $0 z_No z_F Bachelors Manager 38 Private $21,830 Pickup $1,116 1 $0 7 Highly Urban/ Urban

0

71 0 11

No

z_No z_F z_High School z_Blue Collar 71 Commercial $13,790 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 7/29/49 71 0 11

No

Yes M z_High School z_Blue Collar 47 Commercial $21,460 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

71 0 16

No

Yes z_F Masters Lawyer 52 Private $20,840 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 7/28/49 71 0 13

No

Yes z_F z_High School z_Blue Collar 44 Commercial $16,840 z_SUV

2 $0 11 Highly Urban/ Urban

0

71 0 14

No

Yes M Masters 26 Commercial $27,160 Panel Truck $0 0 $0 17 Highly Urban/ Urban

0 7/27/49 71 0 8

No

z_No M Bachelors Professional 55 Private $19,900 Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/27/49 71 0 14

No

Yes M Masters Manager 15 Commercial

Panel Truck

3 $0 13 Highly Urban/ Urban

0

71 0 7

No

z_No M Masters Lawyer 38 Private $18,720 Van $0 0 $0 19 z_Highly Rural/ Rural

0 7/26/49 71 0 7

No

Yes M Bachelors Manager 30 Private $12,710 Minivan $0 0 $0 6 Highly Urban/ Urban

0

71 0 13

No

z_No z_F z_High School Home Maker 22 Private $1,930 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 7/24/49 71 0 9

No $0 z_No z_F Bachelors Clerical 35 Private $13,280 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

71 0 15

No Yes z_F z_High School Clerical 36 Private $7,750 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 7/22/49 71 0 16

No

Yes z_F Masters Professional 49 Private $15,500 Minivan $9,082 1 $0 15 Highly Urban/ Urban

0 7/22/49 71 0 16 $90,015 No $265,405 Yes z_F Masters Professional 49 Private $6,500 z_SUV

1 $0 15 Highly Urban/ Urban

0

71 0 12

No

Yes z_F Masters Professional 10 Private $19,450 Pickup $5,109 2 $0 21 Highly Urban/ Urban

0 7/21/49 71 0 7

No

Yes M Masters 29 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0 7/21/49 71 0

No

Yes z_F z_High School Manager 41 Private $6,120 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

71 0 8

No

Yes M z_High School Clerical 13 Private $16,030 Minivan $0 0 $0 7 Highly Urban/ Urban

0 7/20/49 71 0 15 $57,070 No

Yes z_F Bachelors Professional 31 Private $7,210 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 7/20/49 71 0 13 $53,568 No

Yes M Bachelors z_Blue Collar 37 Commercial $22,250 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0 7/20/49 71 0 10

No

Yes z_F Bachelors Professional 39 Commercial

Van

4 $0 9 Highly Urban/ Urban

0

71 0

No

Yes z_F

0

71 0 9

No $0 z_No M Masters Lawyer 14 Private $12,360 Minivan $0 0 $1,030 15 Highly Urban/ Urban

0 7/16/49 71 0 11

No $0 z_No z_F Masters Manager 15 Private $11,120 z_SUV $4,292 2 $0 14 Highly Urban/ Urban

0

71 0 12

No

z_No z_F z_High School Clerical 14 Private $6,500 z_SUV

3 $5,295 1 Highly Urban/ Urban

0 7/14/49 71 0 11

No

Yes M Bachelors Professional 20 Commercial $27,460 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

71 1 15

No

Yes M Masters Lawyer 16 Private $36,330 Minivan $0 0

1 Highly Urban/ Urban

0 7/12/49 71 0 13

No

z_No M Masters Manager 42 Private $20,990 Minivan $0 0 $0 15 Highly Urban/ Urban

0

71 0 5

No

Yes z_F

0

71 0 7

No $0 z_No z_F Bachelors Manager 21 Private $7,870 z_SUV $11,070 2 $0 7 Highly Urban/ Urban

0 7/7/49 71 0 7 $63,724 No z_No z_F Bachelors Manager 21 Private $7,870 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

71 0 14

No

Yes z_F Masters Manager 25 Private $19,880 z_SUV $0 0 $0 Highly Urban/ Urban

0

71 0 10

No

z_No M Bachelors Manager 33 Commercial

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

0 7/4/49 71 0 0 $0 No z_No z_F z_High School Home Maker 8 Private $6,500 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

71 0

No

Yes M Bachelors Manager 28 Private $11,570 Pickup

3 $0 9 Highly Urban/ Urban

0 7/3/49 71 0 12

No $0 z_No z_F PhD Home Maker 5 Private

Sports Car $0 0 $0 16 z_Highly Rural/ Rural

0 7/3/49 71 0 12 $7,971 No $0 z_No z_F PhD Home Maker 5 Private

Pickup $0 0 $0 z_Highly Rural/ Rural

0 7/3/49 71 0 12 $7,971 No $0 z_No z_F PhD Home Maker 5 Private

Minivan $0 0 $0 z_Highly Rural/ Rural

0

71 0 8

No $0 z_No z_F PhD Doctor 22 Private $34,150 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 6/30/49 71 0 13

No

Yes M

0

71 0 3

No

Yes M Bachelors z_Blue Collar 49 Commercial $24,060 Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

71 0 10

No

Yes z_F Masters Lawyer 56 Private

Pickup

3 $0 14 Highly Urban/ Urban

0 6/26/49 71 0 13

No $0 z_No z_F Bachelors z_Blue Collar 44 Commercial $20,550 z_SUV $2,916 1

11 Highly Urban/ Urban

0 6/26/49 71 0 11

No $0 z_No M Bachelors Manager 50 Private $1,500 Minivan $3,850 1 $0 10 Highly Urban/ Urban

0 6/26/49 71 0 10

No

Yes M Masters Lawyer 62 Private $21,280 Van $3,108 1 $0 15 Highly Urban/ Urban

0

71 0 0 $0 No

z_No z_F Bachelors Home Maker 33 Private $11,050 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

71 0 9

No

Yes z_F PhD Doctor 43 Private $11,900 Pickup $0 0 $0 Highly Urban/ Urban

0

71 0 13 No

Yes M Bachelors Manager 36 Commercial $11,530 Pickup $0 0 $0 10 Highly Urban/ Urban

0

71 0 13

No

Yes M Masters Lawyer 14 Private $16,200 Minivan $0 0 $0 17 Highly Urban/ Urban

0 6/21/49 71 0 13

No

Yes z_F Bachelors Professional 35 Private $13,940 z_SUV

2 $0 11 Highly Urban/ Urban

0 6/21/49 71 0 13 $74,366 No $264,375 Yes z_F Bachelors Professional 35 Private $25,950 Minivan $0 0 $0 11 Highly Urban/ Urban

0 6/21/49 71 0 13

No

Yes M z_High School z_Blue Collar 37 Commercial $9,980 Pickup

4 $5,032 1 Highly Urban/ Urban

0

71 0 6

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $24,950 Pickup

3 $6,535 6 Highly Urban/ Urban

0 6/19/49 71 0 0 $0 No

Yes z_F Masters Home Maker 25 Private $6,500 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 6/19/49 71 0 10

No $0 Yes M z_High School Student 30 Private

Minivan $6,748 3 $0 1 Highly Urban/ Urban

0 6/19/49 71 0

No

Yes z_F Masters Lawyer 29 Private $22,460 Pickup $0 0 $3,801 14 Highly Urban/ Urban

0

71 0 0 $0 No $0 Yes z_F

0 6/17/49 71 0 11

No

Yes z_F PhD Doctor 11 Private $6,500 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

71 0 9

No $0 z_No M z_High School z_Blue Collar 27 Commercial $14,030 Minivan $3,810 2 $0 1 Highly Urban/ Urban

0 6/16/49 71 0 12

No $0 z_No z_F Masters Lawyer 35 Private $27,010 Minivan

2 $0 19 Highly Urban/ Urban

0

71 0 10

No

z_No M Bachelors Professional 46 Commercial $21,680 Van $0 0 $0 14 z_Highly Rural/ Rural

0

71 0 6

No $0 z_No M Bachelors Manager 35 Commercial $33,150 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0

71 0 9

No

Yes M $18,440

Van $0 0 $0 1 z_Highly Rural/ Rural

0

71 0 12 $67,399 No

z_No M z_High School z_Blue Collar 49 Commercial $19,240 Van

2

1 Highly Urban/ Urban

0 6/12/49 71 0 11 $22,683 No

Yes z_F z_High School Clerical 5 Private $8,770 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

71 0 0 $0 No $88,189 Yes z_F Bachelors Home Maker 44 Private $1,500 Sports Car

2 $0 1 Highly Urban/ Urban

0 6/8/49 71 0 0 $0 No $88,189 Yes z_F Bachelors Home Maker 44 Private $8,370 Sports Car $4,123 3 $0 1 Highly Urban/ Urban

0

71 0 15

No

Yes M Bachelors z_Blue Collar 49 Commercial $15,890 Minivan $0 0 $2,665 5 Highly Urban/ Urban

0

71 0 8

No

Yes M

0 6/4/49 71 0 14 $60,854 No z_No M PhD 28 Commercial

Panel Truck

3 $7,400 7 Highly Urban/ Urban

0

71 0 13

No

Yes z_F Masters Home Maker 63 Private $10,480 Sports Car

2

11 Highly Urban/ Urban

0

71 0 13

No

Yes z_F z_High School Clerical 31 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 6/2/49 71 0 15

No

Yes M z_High School z_Blue Collar 37 Commercial

Panel Truck

2 $747 1 Highly Urban/ Urban

0

71 0 1

No

Yes z_F Masters Lawyer 33 Private $14,150 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

71 0 12

No

Yes z_F PhD Doctor 59 Private

Sports Car $4,657 3

1 Highly Urban/ Urban

0

71 0 11

No $0 z_No M Masters 52 Commercial $26,290 Panel Truck $0 0 $1,361 12 Highly Urban/ Urban

0 5/28/49 71 0 14

No

Yes M Masters Lawyer 5 Private $10,940 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

71 0 12 No

Yes z_F Bachelors Professional 17 Private $28,280 Pickup $0 0 $0 7 Highly Urban/ Urban

0 5/27/49 71 0 14

No

Yes z_F

0 5/27/49 71 0 12

No

z_No M Masters 45 Commercial $22,160 Van

1 $5,322 18 Highly Urban/ Urban

0 5/27/49 71 0 12

No

Yes z_F z_High School z_Blue Collar 49 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

71 0 14 No

Yes z_F $1,697

9 Highly Urban/ Urban

0 5/25/49 71 0 7

No

Yes z_F Masters Lawyer 30 Private $11,290 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

71 0 14

No

Yes M PhD Manager 34 Private $1,500 Minivan $0 0 $0 16 Highly Urban/ Urban

0 5/23/49 71 0 12

No Yes z_F Masters Lawyer 6 Private $22,420 Minivan $0 0 $0 15 Highly Urban/ Urban

0 5/23/49 71 0 13

No $0 z_No z_F $15,562

4 Highly Urban/ Urban

0

71 0 14

No

z_No z_F Masters Home Maker 5 Commercial $13,620 Pickup $0 0 $0 15 Highly Urban/ Urban

0

71 0 0 $0 No $0 z_No z_F PhD Lawyer 48 Private $6,500 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

0

71 0 3

No $0 z_No M Bachelors z_Blue Collar 20 Commercial $9,160 Minivan $0 0 $9,270 9 Highly Urban/ Urban

0 5/20/49 71 0 9

No

z_No z_F Bachelors Home Maker 23 Private

z_SUV $6,902 1 $41,077 11 Highly Urban/ Urban

0 5/20/49 71 0 3 $87,719 No $0 z_No M Bachelors z_Blue Collar 20 Commercial $15,360 Minivan $0 0 $0 Highly Urban/ Urban

0

71 0 9 No

Yes z_F z_High School z_Blue Collar 19 Commercial $20,940 Pickup $8,390 3 $0 1 Highly Urban/ Urban

0

71 0

No

Yes z_F PhD Doctor 36 Private $18,000 z_SUV $19,217 2 $0 17 Highly Urban/ Urban

0 5/17/49 71 0 11

No

Yes M Masters Lawyer 16 Private $16,180 Minivan $0 0 $0 16 Highly Urban/ Urban

0

71 0 9

No $0 z_No M z_High School z_Blue Collar 36 Commercial $29,900 Panel Truck

3

9 Highly Urban/ Urban

0

71 0 11

No

Yes z_F

1

1 Highly Urban/ Urban

0

71 0 11

No $0 z_No M PhD Doctor 37 Private $21,200 Van $0 0 $0 Highly Urban/ Urban

0 5/14/49 71 0 14

No

Yes z_F z_High School Professional 26 Private $12,990 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 5/14/49 71 0 10

No

Yes M z_High School z_Blue Collar 41 Commercial $32,720 Panel Truck $4,896 1 $0 5 Highly Urban/ Urban

0

71 0 13 No

Yes M Bachelors Manager 46 Private $18,460 Minivan $1,226 1 $0 6 Highly Urban/ Urban

0 5/13/49 71 0 11 $168,176 No

Yes M PhD 42 Commercial $23,320 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0 5/13/49 71 0 13 No $130,264 Yes M Bachelors Manager 46 Commercial $9,200 Pickup $0 0 $0 6 Highly Urban/ Urban

0

71 0 6

No

Yes z_F Masters Lawyer 29 Private $16,490 Minivan $2,740 1 $0 Highly Urban/ Urban

0 5/12/49 71 0 8 No

Yes z_F Masters Lawyer 16 Private $24,510 Sports Car

2 $0 8 Highly Urban/ Urban

0 5/12/49 71 0 4

No Yes M z_High School z_Blue Collar 8 Commercial

Minivan

3 $0 1 Highly Urban/ Urban

0

71 0 7

No

Yes z_F PhD Doctor 25 Private $22,670 Minivan $0 0 $0 12 Highly Urban/ Urban

0

71 0 11

No

Yes z_F

0

71 0 10

No

Yes M

Van $0 0 $0 7 Highly Urban/ Urban

0

71 0 11

No $0 z_No M Bachelors z_Blue Collar 28 Commercial $13,930 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

71 0 13

No

Yes M z_High School z_Blue Collar 48 Commercial $18,050 Van

3 $0 1 Highly Urban/ Urban

0

71 0 11

No

Yes z_F z_High School Clerical 37 Private $25,900 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 5/3/49 71 0 12

No $0 z_No z_F z_High School z_Blue Collar 41 Private $8,240 Sports Car $0 0 $0 13 Highly Urban/ Urban

0 5/3/49 71 0 14

No $0 z_No z_F PhD 50 Commercial

Van $19,016 2 $0 13 Highly Urban/ Urban

0 5/3/49 71 0 12 $45,215 No $0 z_No z_F z_High School z_Blue Collar 33 Commercial $26,460 Minivan $0 0

13 Highly Urban/ Urban

0

71 0 13

No

Yes M PhD 28 Commercial $19,160 Van $0 0 $0 8 Highly Urban/ Urban

0 5/2/49 71 0 13 $176,648 No $461,706 Yes M PhD 28 Commercial

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

0

71 0 13

No

Yes M Masters Lawyer 10 Private $13,000 Minivan $0 0 $0 10 Highly Urban/ Urban

0 5/1/49 71 0 15

No

Yes z_F z_High School z_Blue Collar 33 Commercial $18,820 Minivan

3 $0 Highly Urban/ Urban

0 5/1/49 71 0 8

No $0 z_No z_F

0

71 0 10

No $0 z_No M PhD 27 Commercial $23,370 Panel Truck

2 $0 20 Highly Urban/ Urban

0 4/30/49 71 1 11

No

Yes z_F

0 4/30/49 71 0 0 $0 No $0 Yes z_F $10,709

3

7 Highly Urban/ Urban

0

71 0 13

No

Yes M z_High School Manager 28 Commercial $11,190 Pickup

2 $0 12 Highly Urban/ Urban

0

71 0 12

No

Yes z_F z_High School Manager 5 Private $17,070 z_SUV $0 0 $0 Highly Urban/ Urban

0

71 0 8

No

Yes M z_High School z_Blue Collar 60 Commercial $27,140 Panel Truck

2

1 Highly Urban/ Urban

0

71 0 13

No $0 z_No M $3,754

1 $5,459 1 Highly Urban/ Urban

0

71 0 12 No

Yes M Masters Professional 58 Private $15,120 Minivan $0 0 $0 Highly Urban/ Urban

0 4/18/49 71 0 10 No Yes M z_High School Clerical 38 Private

Minivan $3,653 1

Highly Urban/ Urban

0

71 0 11 $22,470 No $0 z_No z_F

0 4/17/49 71 0 12

No

Yes M Masters Lawyer 28 Private $13,380 Minivan $0 0 $0 15 Highly Urban/ Urban

0 4/17/49 71 0 12

No

Yes M Masters Lawyer 5 Private $6,500 Pickup $3,414 3 $0 17 Highly Urban/ Urban

0

71 0 14

No Yes M Bachelors z_Blue Collar 44 Commercial $15,600 Minivan $1,833 1 $0 7 Highly Urban/ Urban

0 4/16/49 71 0 10

No $0 z_No z_F PhD Lawyer 6 Private $6,500 z_SUV

2

12 Highly Urban/ Urban

0 4/16/49 71 0 14 $81,493 No Yes M Bachelors z_Blue Collar 44 Commercial

Minivan

1 $0 7 Highly Urban/ Urban

0

71 0 7

No Yes M Masters Professional 41 Commercial $20,730 Van

1 $0 13 Highly Urban/ Urban

0

71 0 14

No $0 z_No z_F z_High School Clerical 49 Private $18,760 Minivan $0 0

6 Highly Urban/ Urban

0

71 0

No

Yes M Bachelors Professional 37 Commercial $33,030 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0

71 0 12

No

Yes M

0 4/9/49 71 0 0 $0 No $0 z_No M z_High School Student 29 Private $14,870 Minivan $0 0 $0 5 Highly Urban/ Urban

0

71 0 14

No

Yes z_F

0

71 0 12

No $0 z_No M Masters Lawyer 47 Private $20,590 Van $0 0 $0 11 Highly Urban/ Urban

0 4/6/49 71 0

No $0 Yes z_F

0

71 0 14

No

Yes z_F Masters Home Maker 22 Private $8,930 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 4/4/49 71 0 0 $0 No

z_No z_F z_High School Home Maker 16 Private $12,460 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

71 0 12

No $0 Yes M $10,506

1 $0 4 Highly Urban/ Urban

0 4/3/49 71 0 10

No

Yes z_F

0 4/3/49 71 0 11

No

Yes M Masters Manager 60 Private $8,860 Pickup $7,792 3

17 Highly Urban/ Urban

0

71 0 11 No

z_No M PhD 12 Commercial $8,300 Pickup

2 $0 20 Highly Urban/ Urban

0 4/2/49 71 0 12

No $0 z_No M z_High School Professional 43 Commercial $26,370 Panel Truck $5,055 3 $4,753 9 Highly Urban/ Urban

0

71 0 13 No

Yes z_F Bachelors Professional 21 Private $13,870 Pickup $0 0 $0 14 Highly Urban/ Urban

0

71 0 11

No

Yes M Masters Lawyer 39 Private $14,530 Minivan $0 0 $0 10 Highly Urban/ Urban

0

71 0 10

No

Yes M z_High School z_Blue Collar 57 Commercial $13,250 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

71 0 12 $218,705 No $0 z_No M PhD 47 Commercial $28,370 Panel Truck

2 $0 15 Highly Urban/ Urban

0

71 0 12 $23,773 No

z_No z_F

3 $0 1 Highly Urban/ Urban

0 3/26/49 71 0 8

No

Yes M z_High School Clerical 11 Commercial $17,400 Van $3,288 2

7 Highly Urban/ Urban

0

71 0 11

No $0 Yes M

0 3/25/49 71 0 8

No

z_No z_F PhD Doctor 36 Private

Pickup $0 0 $0 7 Highly Urban/ Urban

0

71 0 11

No

Yes M Masters Lawyer 28 Private $11,660 Minivan $0 0 $0 10 Highly Urban/ Urban

0 3/24/49 71 0 14

No

Yes M z_High School Professional 70 Private $26,030 Minivan $0 0 $0 5 Highly Urban/ Urban

0

71 0 11

No

Yes M $4,098

1 $0 8 Highly Urban/ Urban

0 3/22/49 71 0 0 $0 No z_No z_F Bachelors Home Maker 37 Private $6,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 3/22/49 71 0 11 $53,567 No $225,043 Yes M

0 3/22/49 71 0 12

No

Yes M Masters Lawyer 32 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0

71 0 12 $727 No $0 z_No z_F z_High School Student 62 Commercial $18,920 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 3/21/49 71 0 0 $0 No

Yes z_F Bachelors Home Maker 35 Private $18,050 z_SUV

1

12 Highly Urban/ Urban

0

71 0 11

No $0 z_No M PhD Doctor 5 Private $29,550 Minivan $0 0 $0 11 Highly Urban/ Urban

0

71 0 11

No

Yes z_F Bachelors Professional 36 Private $14,510 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 3/19/49 71 0 4

No

Yes M Masters Professional 40 Commercial $24,550 Panel Truck

2 $0 20 Highly Urban/ Urban

0

71 0 13

No

Yes M Bachelors Professional 8 Private $12,240 Minivan $0 0 $0 11 Highly Urban/ Urban

0 3/18/49 71 0

No $0 z_No z_F Masters Lawyer 56 Private

Minivan $4,156 4 $0 17 Highly Urban/ Urban

0 3/18/49 71 0 $57,387 No $181,408 Yes M Bachelors Professional 51 Private $7,330 Minivan

1

11 Highly Urban/ Urban

0

71 0 12

No $212,459 Yes z_F Bachelors Professional 33 Private $20,680 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 3/17/49 71 0 12

No

Yes z_F Bachelors z_Blue Collar 42 Commercial $10,350 Minivan $3,068 2 $0 12 Highly Urban/ Urban

0

71 0 9

No

Yes z_F Bachelors z_Blue Collar 26 Commercial $23,460 Minivan $0 0 $0 7 Highly Urban/ Urban

0

71 0 12

No

z_No M $7,808

3 $0 6 Highly Urban/ Urban

0 3/15/49 71 0 12 $26,748 No z_No M $25,089

2

6 Highly Urban/ Urban

0

71 0 14

No

z_No z_F z_High School z_Blue Collar 41 Commercial $7,230 z_SUV

2 $9,136 9 Highly Urban/ Urban

0 3/14/49 71 0 6

No

Yes M Masters 5 Commercial $24,770 Panel Truck $0 0 $0 23 Highly Urban/ Urban

0

71 0 12

No

z_No M z_High School z_Blue Collar 31 Commercial $9,970 Minivan

3 $0 6 Highly Urban/ Urban

0

71 0 11

No $0 z_No z_F Bachelors Professional 36 Private $30,560 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

71 0 $238,724 No

Yes z_F PhD Doctor 37 Private $30,370 Minivan $0 0 $0 15 Highly Urban/ Urban

0

71 0 10

No

Yes z_F Bachelors Manager 20 Private $15,020 Sports Car $0 0 $0 5 Highly Urban/ Urban

0 3/10/49 71 0 12

No

Yes M Masters 26 Commercial $36,320 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0 3/10/49 71 0 0 $0 No

z_No z_F Masters Home Maker 17 Private $16,780 Pickup $0 0 $0 15 Highly Urban/ Urban

0 3/10/49 71 0 0 $0 No $110,784 z_No z_F Masters Home Maker 17 Private $18,660 z_SUV

1 $0 15 Highly Urban/ Urban

0 3/10/49 71 0 10 $45,620 No $170,796 Yes z_F Bachelors Manager 20 Private $14,790 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

71 0 9

No $0 z_No M Masters Lawyer 13 Private $13,320 Minivan $5,253 3 $0 8 Highly Urban/ Urban

0

71 0 14

No

z_No z_F Masters Lawyer 40 Private $23,260 Van $0 0 $0 18 Highly Urban/ Urban

0 3/8/49 71 0 0 $0 No $0 Yes z_F z_High School Student 32 Commercial

Minivan $0 0 $0 1 Highly Urban/ Urban

0

71 0 15

No

z_No M z_High School z_Blue Collar 52 Commercial $11,600 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/6/49 71 0 13

No

Yes z_F z_High School z_Blue Collar 52 Commercial $28,390 Pickup

1 $0 1 Highly Urban/ Urban

0

71 0 13

No $0 z_No z_F z_High School Student 29 Commercial $10,620 z_SUV

3 $1,114 7 Highly Urban/ Urban

0

71 0 11

No

Yes z_F z_High School Professional 35 Private $9,440 Minivan $0 0 $0 8 Highly Urban/ Urban

0

71 0 0 $0 No

Yes M

0 3/3/49 71 0 0 $0 No $0 Yes z_F z_High School Student 45 Private $6,500 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 3/3/49 71 0 13

No

Yes z_F PhD Doctor 45 Private $17,500 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 3/3/49 71 0 10

No

z_No M Masters 32 Commercial

Panel Truck

4 $0 Highly Urban/ Urban

0

71 0 8

No

z_No M Bachelors Manager 16 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

71 0 11

No Yes M PhD 20 Commercial

Panel Truck $0 0 $0 15 z_Highly Rural/ Rural

0 2/25/49 71 0

No

Yes z_F Masters Lawyer 15 Private $17,600 Sports Car

1 $0 21 Highly Urban/ Urban

0 2/24/49 71 0 14

No

Yes M Bachelors z_Blue Collar 40 Commercial $16,130 Minivan $0 0 $0 Highly Urban/ Urban

0 2/23/49 71 0 11

No $0 z_No M z_High School Clerical 18 Private $12,880 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/19/49 71 0 13

No

z_No M Bachelors Professional 28 Private $6,050 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/18/49 71 0 14

No

Yes z_F z_High School Manager 60 Private $20,010 Minivan

2 $0 8 Highly Urban/ Urban

0 2/18/49 71 0 6

No

Yes z_F z_High School Professional 32 Private $15,860 z_SUV $0 0 $0 Highly Urban/ Urban

0 2/17/49 71 0 $0 No

Yes z_F Bachelors Student 31 Commercial $6,500 z_SUV

1 $0 7 Highly Urban/ Urban

0 2/15/49 71 0 10 No

z_No z_F z_High School Clerical 13 Private $9,370 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 2/15/49 71 0 0 $0 No

Yes z_F PhD Home Maker 27 Private $2,590 Sports Car

1

9 Highly Urban/ Urban

0 2/13/49 71 0 10

No $0 z_No z_F Bachelors Professional 46 Private $9,220 z_SUV $2,657 2 $0 7 Highly Urban/ Urban

0 2/11/49 71 0 11

No $0 z_No M Masters Professional 31 Commercial $6,500 Pickup

2 $0 16 Highly Urban/ Urban

0 2/11/49 71 0 11

No

z_No z_F Bachelors Home Maker 42 Private

z_SUV

3 $0 Highly Urban/ Urban

0 2/11/49 71 0 15

No

Yes M Bachelors z_Blue Collar 42 Commercial $6,500 Pickup

3 $0 9 Highly Urban/ Urban

0 2/10/49 71 0 12

No $0 z_No M Masters Lawyer 43 Private $14,120 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/10/49 71 0 11

No $0 z_No M z_High School z_Blue Collar 33 Commercial $23,810 Panel Truck

1

8 Highly Urban/ Urban

0

71 0 6

No

Yes z_F z_High School Professional 32 Private $1,500 Sports Car

3

10 Highly Urban/ Urban

0 2/6/49 71 0 16

No Yes z_F z_High School z_Blue Collar 47 Commercial $21,090 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

71 0 11

No $0 z_No z_F Masters Lawyer 17 Private $14,520 Pickup $7,628 2 $0 11 Highly Urban/ Urban

0 2/1/49 71 0 13

No

Yes M Bachelors Professional 45 Private $13,420 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

71 0 11 $102,262 No $0 z_No M z_High School z_Blue Collar 39 Commercial $16,730 Van $0 0 $0 8 z_Highly Rural/ Rural

0 1/30/49 71 0 0 $0 No $0 Yes M $17,009

3 $698 1 Highly Urban/ Urban

0 1/29/49 71 0 13

No Yes M Bachelors Manager 25 Commercial $6,600 Pickup

4 $0 12 Highly Urban/ Urban

0 1/28/49 71 0 11

No

Yes z_F z_High School z_Blue Collar 52 Commercial $26,560 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/24/49 71 0 14

No

z_No z_F Masters Manager 24 Private $16,870 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

71 0 12

No

Yes z_F z_High School Clerical 40 Commercial

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

0 1/21/49 71 0 $0 No $0 z_No z_F $3,214

4 Highly Urban/ Urban

0 1/20/49 71 0 14 $26,537 No

Yes M Masters 36 Commercial $10,300 Pickup $0 0 $0 18 Highly Urban/ Urban

0

71 0 13

No

Yes M PhD 15 Commercial $8,050 Pickup

2 $0 15 Highly Urban/ Urban

0 1/19/49 71 0 13 $15,545 No $139,781 Yes M PhD 48 Commercial $17,060 Van $0 0 $0 15 Highly Urban/ Urban

0 1/19/49 71 0 7

No $0 z_No z_F z_High School z_Blue Collar 55 Commercial $11,590 z_SUV $0 0 $27,521 1 Highly Urban/ Urban

0 1/19/49 71 0 14

No

Yes M z_High School Clerical 14 Private $13,760 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/19/49 71 0 13

No $0 z_No z_F Bachelors Clerical 46 Private $14,880 Minivan

2 $2,213 10 Highly Urban/ Urban

0 1/18/49 71 0 8

No

Yes z_F Masters Professional 41 Private $24,790 z_SUV $5,398 3 $0 z_Highly Rural/ Rural

0 1/18/49 71 0 8 $91,494 No $282,486 Yes z_F Masters Professional 41 Private $27,370 Pickup $0 0 $0 z_Highly Rural/ Rural

0 1/18/49 71 0 13

No

z_No z_F

0 1/18/49 71 0 13 $36,504 No $209,726 z_No z_F

0

71 0

No

Yes M Bachelors Manager 35 Commercial $11,100 Pickup $0 0 $0 13 Highly Urban/ Urban

0 1/16/49 71 0 10

No

Yes M Masters Manager 7 Private $20,820 Van $0 0 $0 10 Highly Urban/ Urban

0

71 0 12

No

Yes z_F Masters Lawyer 44 Private $17,460 Sports Car

3 $0 20 Highly Urban/ Urban

0 1/15/49 71 0 9

No

Yes M z_High School z_Blue Collar 53 Commercial $38,500 Panel Truck $0 0 $5,548 1 Highly Urban/ Urban

0

71 0 12

No

Yes z_F z_High School Professional 30 Commercial

Pickup $0 0 $0 8 z_Highly Rural/ Rural

0 1/12/49 71 1

Yes $0 z_No M Masters Manager 52 Commercial $26,400 Panel Truck

3

13 Highly Urban/ Urban

0

71 0 14

No $0 z_No z_F z_High School Clerical 33 Private

z_SUV $6,909 4 $2,977 1 z_Highly Rural/ Rural

0 1/7/49 71 0 15

No $110,907 Yes z_F

0 1/6/49 71 0 8

No

Yes z_F z_High School z_Blue Collar 40 Commercial $6,730 z_SUV $0 0

10 Highly Urban/ Urban

0 1/3/49 71 0 14

No

Yes M Bachelors z_Blue Collar 82 Commercial $9,670 Pickup $0 0 $0 8 z_Highly Rural/ Rural

0

71 0 0 $0 No $0 z_No z_F Masters Home Maker 20 Private $6,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 12/31/48 71 0 14

No

Yes M Bachelors Manager 34 Commercial $11,430 Pickup $5,556 4 $0 1 Highly Urban/ Urban

0 12/31/48 71 0 7 $26,630 No z_No M z_High School Manager 47 Private $17,290 Minivan $0 0 $0 6 Highly Urban/ Urban

0

71 0 13

No

Yes z_F z_High School Professional 23 Private $12,490 Minivan $5,928 4 $0 1 Highly Urban/ Urban

0 12/29/48 71 0 13

No

Yes M Masters Manager 27 Commercial $24,850 Panel Truck

3 $6,691 11 Highly Urban/ Urban

0

71 0 8 No

Yes z_F Bachelors Manager 14 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/27/48 71 0 11

No

Yes M z_High School z_Blue Collar 44 Commercial $12,470 Minivan

1 $6,050 7 Highly Urban/ Urban

0

71 0 13 $73,668 No

Yes z_F Masters Lawyer 13 Private $8,870 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 12/24/48 71 0 12

No $0 z_No z_F Masters Lawyer 5 Private $16,320 Minivan $0 0 $0 20 z_Highly Rural/ Rural

0

71 0 13

No

z_No z_F $15,690

Sports Car $0 0

1 Highly Urban/ Urban

0 12/23/48 71 0 14

No

Yes z_F Bachelors z_Blue Collar 30 Commercial $10,700 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 12/23/48 71 0 10

No

z_No M Bachelors Manager 17 Private $14,460 Minivan $0 0 $0 13 Highly Urban/ Urban

0

71 0 13

No

z_No z_F PhD Lawyer 42 Private $22,830 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 12/22/48 71 0 0 $0 No $0 z_No z_F

0

71 0 5

No

Yes z_F Bachelors Home Maker 40 Private $9,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 12/21/48 71 0 5 $28,299 No $183,581 Yes z_F Bachelors Home Maker 40 Private $1,500 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 12/21/48 71 0 5 $28,299 No $183,581 Yes z_F Bachelors Home Maker 40 Private $21,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

71 0 0 $0 No $0 z_No z_F z_High School Home Maker 37 Private $6,500 Sports Car $0 0 $2,668 1 Highly Urban/ Urban

0

71 0 10

No $0 z_No M z_High School Manager 27 Private $19,710 Van $0 0 $0 1 Highly Urban/ Urban

0

71 0 13

No $0 z_No M Masters Lawyer 32 Private $21,870 Minivan $0 0 $0 16 Highly Urban/ Urban

0

71 0 13 $79,941 No

Yes M Masters 12 Commercial $30,350 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 12/17/48 71 0 8

No

Yes z_F z_High School Clerical 40 Private $6,480 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

71 0 9

No

Yes z_F PhD 42 Commercial

Van $0 0

16 Highly Urban/ Urban

0

71 0 13 $5,386 No $0 Yes z_F Bachelors Student 68 Private $7,040 Sports Car

2 $0 9 Highly Urban/ Urban

0 12/12/48 71 0 7

No

Yes z_F Bachelors Home Maker 56 Private $10,010 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 12/12/48 71 0 7 $43,445 No $149,248 Yes z_F Bachelors Home Maker 36 Private $22,550 Minivan $0 0 $0 11 Highly Urban/ Urban

0

71 0 11

No

z_No z_F Masters Manager 30 Private $6,600 Sports Car

2 $0 19 Highly Urban/ Urban

0

71 0 0 $0 No Yes z_F Masters Home Maker 18 Private $16,230 z_SUV

3 $0 16 Highly Urban/ Urban

0

71 0 12

No $0 z_No z_F Masters Professional 20 Private $17,270 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 12/8/48 71 0 14 $55,246 No Yes M Masters Lawyer 26 Private $16,160 Minivan $0 0 $0 24 z_Highly Rural/ Rural

0

71 0 13

No

Yes z_F PhD 44 Commercial

Pickup $0 0 $0 4 Highly Urban/ Urban

0 12/5/48 71 0 11

No

z_No z_F Bachelors z_Blue Collar 20 Commercial $11,690 Minivan

3 $0 10 Highly Urban/ Urban

0

71 0

No $0 z_No z_F z_High School Student 34 Commercial $7,690 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/4/48 71 0 10

No

Yes z_F Masters 21 Commercial $26,370 Pickup $0 0 $0 19 Highly Urban/ Urban

0

71 0 12

No

Yes M Bachelors Professional 10 Private $18,600 Van $0 0 $0 13 Highly Urban/ Urban

0

71 0 14 No

Yes z_F z_High School Clerical 50 Private $5,470 Sports Car $8,270 2 $0 z_Highly Rural/ Rural

0

71 0 12

No

Yes z_F $33,825

3 $0 1 Highly Urban/ Urban

0

71 0 14 No

Yes M z_High School Clerical 11 Commercial $17,300 Van $0 0 $0 7 Highly Urban/ Urban

0 11/30/48 71 0 14

No $0 Yes z_F Bachelors Student 41 Private $13,170 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

71 0 15

No

Yes M z_High School z_Blue Collar 35 Private $12,440 Minivan $5,863 1 $0 1 z_Highly Rural/ Rural

0 11/28/48 71 0 0 $0 No

Yes z_F Masters Home Maker 27 Private $18,080 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

71 0 11

No

Yes M Masters 64 Commercial $19,610 Van $8,924 1 $7,635 1 Highly Urban/ Urban

0 11/27/48 71 0 10 $77,950 No

z_No M PhD Manager 5 Private $20,210 Van $13,118 1 $0 19 Highly Urban/ Urban

0 11/27/48 71 0 12

No $0 z_No z_F Masters Lawyer 23 Private $6,500 z_SUV $4,995 1 $0 14 Highly Urban/ Urban

0

71 0 12 No $0 z_No z_F z_High School Clerical 16 Private $14,910 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

71 0 9

No $0 z_No M Bachelors Professional 45 Private $8,940 Minivan $0 0 $0 13 Highly Urban/ Urban

0

71 0 12

No

z_No z_F Bachelors Manager 27 Private

Sports Car $0 0 $0 14 Highly Urban/ Urban

0

71 0 15 $36,504 No

Yes M

0

71 0 13

No

Yes M Bachelors Professional 13 Commercial $24,090 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

71 0 12

No

Yes z_F Bachelors Professional 25 Commercial $26,750 Pickup $0 0 $0 7 Highly Urban/ Urban

0

71 0 6

No

Yes M Masters Lawyer 28 Private $13,450 Minivan $0 0 $0 15 Highly Urban/ Urban

0

71 0 6

No $0 z_No M z_High School Manager 13 Commercial $19,080 Van $6,162 2 $0 8 Highly Urban/ Urban

0 11/16/48 71 0 6 $72,037 No $0 z_No M z_High School Manager 13 Commercial $19,980 Van $0 0 $3,350 8 Highly Urban/ Urban

0

71 0 13

No

Yes z_F

0 11/15/48 71 0 7

No

Yes z_F Masters Lawyer 13 Private $23,760 Minivan $0 0 $0 17 Highly Urban/ Urban

0

71 0 8

No

Yes M

0 11/12/48 71 0 7

No $0 z_No M Masters 47 Commercial $17,750 Van $8,303 2 $0 15 Highly Urban/ Urban

0

71 1 15

No

Yes z_F z_High School Manager 11 Private $16,010 Minivan $0 0 $0 1 Highly Urban/ Urban

0

71 0

No $0 z_No M Bachelors Professional 14 Commercial

Panel Truck $3,919 3 $0 11 Highly Urban/ Urban

0 11/10/48 71 0 13

No

Yes M Bachelors Manager 5 Commercial $26,470 Panel Truck $0 0 $2,440 1 Highly Urban/ Urban

0

71 0 6

No

z_No z_F Masters Professional 26 Private $17,930 Minivan $0 0 $0 Highly Urban/ Urban

0 11/9/48 71 0 8 $57,906 No

Yes z_F Bachelors z_Blue Collar 51 Commercial $25,780 Minivan

2 $0 17 Highly Urban/ Urban

0

71 0 11

No $0 z_No z_F Bachelors Professional 38 Private $28,140 Minivan

2 $0 11 Highly Urban/ Urban

0 11/8/48 71 0 15

No

z_No M Bachelors Professional 42 Commercial $24,630 Panel Truck

2 $0 8 Highly Urban/ Urban

0 11/8/48 71 0 6

No $0 z_No M z_High School z_Blue Collar 49 Commercial $12,820 Minivan $0 0

1 Highly Urban/ Urban

0 11/8/48 71 0 12

No Yes M

0

71 0 0 $0 No

z_No M Masters Lawyer 22 Private $13,470 Minivan $0 0 $0 1 Highly Urban/ Urban

0 11/7/48 71 0 7

No

Yes z_F Bachelors z_Blue Collar 15 Commercial

Van

3

11 Highly Urban/ Urban

0 11/7/48 71 0 6

No

z_No z_F Masters Lawyer 16 Private

z_SUV $0 0 $0 15 Highly Urban/ Urban

0

71 0 11

No

Yes z_F Bachelors z_Blue Collar 38 Commercial $11,590 Sports Car $4,383 4

11 Highly Urban/ Urban

0

71 0 9

No $0 z_No M z_High School z_Blue Collar 60 Commercial $6,600 Pickup $0 0 $5,389 1 Highly Urban/ Urban

0

71 0 0 $0 No

Yes z_F z_High School Home Maker 39 Private $6,600 Sports Car $4,545 1 $0 6 Highly Urban/ Urban

0 11/4/48 71 0 12

No

Yes M Bachelors z_Blue Collar 40 Commercial $6,600 Pickup $0 0 $0 14 z_Highly Rural/ Rural

0

71 0 15

No

Yes z_F Masters Lawyer 7 Private $25,450 z_SUV

2 $0 Highly Urban/ Urban

0 11/3/48 71 0 15

No

Yes z_F Bachelors Manager 36 Private $22,440 Minivan $0 0 $0 11 Highly Urban/ Urban

0

71 0 0 $0 No $85,559 Yes z_F z_High School Home Maker 47 Private $6,600 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0 11/2/48 71 0

No

Yes M Bachelors z_Blue Collar 53 Commercial $16,930 Van

2 $0 10 Highly Urban/ Urban

0

71 0 12

No

Yes z_F

9 Highly Urban/ Urban

0 10/31/48 71 0 14

No $0 z_No M Bachelors Manager 10 Commercial

Panel Truck

2 $0 2 Highly Urban/ Urban

0 10/31/48 71 0 15

No

Yes z_F Bachelors Professional 42 Commercial $1,500 Sports Car

1 $0 6 Highly Urban/ Urban

0 10/31/48 71 0 14

No $0 z_No M Bachelors z_Blue Collar 37 Commercial $14,770 Minivan

3 $0 10 Highly Urban/ Urban

0

71 0 9

No

z_No M Masters Lawyer 24 Private

Van

3 $0 17 Highly Urban/ Urban

0

71 0 9

No

Yes M z_High School z_Blue Collar 33 Commercial $11,220 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 10/29/48 71 0 12

No z_No M z_High School z_Blue Collar 23 Commercial $11,750 Pickup $6,281 2 $0 5 z_Highly Rural/ Rural

0 10/29/48 71 0 8

No Yes M z_High School z_Blue Collar 44 Commercial $14,110 Minivan

2 $0 5 Highly Urban/ Urban

0 10/29/48 71 0 0 $0 No $0 z_No M PhD Doctor 29 Private $8,310 Pickup $0 0 $0 18 Highly Urban/ Urban

0

71 0 11

No $0 z_No z_F Masters Lawyer 31 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0 10/27/48 71 0 9

No $0 z_No M Masters Lawyer 53 Private $14,310 Minivan $3,491 3 $0 13 Highly Urban/ Urban

0

71 0 7

No

Yes z_F Masters Professional 20 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0 10/26/48 71 0 $76,916 No $255,588 Yes z_F Masters Professional 20 Private $14,290 z_SUV

5

5 Highly Urban/ Urban

0

71 0 13 $27,450 No

Yes M z_High School Clerical 40 Commercial $10,030 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 10/25/48 71 0 7

No

z_No M Bachelors Professional 52 Private $11,250 Minivan $0 0 $0 14 Highly Urban/ Urban

0 10/25/48 71 0 13 $27,450 No $115,618 Yes M z_High School Clerical 40 Private $9,340 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

71 0 5

No

Yes M Bachelors Professional 55 Private $19,420 Minivan $2,476 3 $0 6 Highly Urban/ Urban

0

71 0 12 $77,030 No $0 z_No z_F Masters Manager 5 Private $11,490 z_SUV

1 $0 13 Highly Urban/ Urban

0

71 0 16

No

Yes M Masters 23 Commercial $8,370 Pickup $0 0 $0 13 Highly Urban/ Urban

0 10/16/48 71 0 16 $133,469 No $376,662 Yes M Masters 23 Private $19,950 Van $0 0 $0 13 Highly Urban/ Urban

0

71 1 0 $0 No $0 Yes z_F z_High School Student 52 Private $11,800 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 10/15/48 71 0 8

No

z_No M Masters Professional 33 Private $18,660 Minivan $0 0 $0 20 Highly Urban/ Urban

0

71 0 12 $4,431 No $0 Yes z_F z_High School Student 48 Private $27,390 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 10/14/48 71 0 15

No

Yes M Masters Manager 17 Commercial $27,520 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

71 0 11

No

Yes z_F Masters Lawyer 31 Private $6,600 z_SUV $1,230 3 $0 12 Highly Urban/ Urban

0 10/13/48 71 0 11

No

Yes z_F z_High School Clerical 22 Private $11,620 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 10/13/48 71 0 9 $44,977 No Yes M z_High School z_Blue Collar 41 Commercial $13,540 Minivan

1 $0 1 Highly Urban/ Urban

0 10/13/48 71 0 9 $44,977 No Yes M z_High School z_Blue Collar 41 Commercial $6,000 Pickup $8,060 2 $4,824 1 Highly Urban/ Urban

0

71 0 10

No $0 z_No z_F Bachelors Professional 39 Private $6,600 z_SUV $0 0 $0 Highly Urban/ Urban

0

71 0 6 $1,022 No

Yes M Masters Manager 42 Commercial $28,350 Panel Truck $7,570 2 $0 Highly Urban/ Urban

0

71 0 12

No $196,320 Yes z_F

0 10/7/48 71 0 16

No $0 z_No z_F Masters Lawyer 16 Private $6,390 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

0 10/7/48 71 0 12 $35,024 No $196,320 Yes z_F

0

71 0 13

No

Yes z_F Bachelors Professional 46 Private $26,020 Sports Car

2 $0 1 Highly Urban/ Urban

0

71 0 12 No

z_No z_F Bachelors Professional 29 Commercial

Panel Truck $8,331 2 $2,707 9 Highly Urban/ Urban

0 10/3/48 71 0 0 $0 No $0 Yes M z_High School Student 34 Commercial

Panel Truck

5

1 Highly Urban/ Urban

0

71 0 8

No

Yes M z_High School z_Blue Collar 29 Commercial $31,780 Panel Truck $0 0 $0 10 z_Highly Rural/ Rural

0

71 0 11

No

Yes M PhD 47 Commercial $12,040 Pickup

1 $0 16 Highly Urban/ Urban

0

71 0 12

No

Yes M Masters Lawyer 26 Private $26,860 Minivan $0 0 $0 16 Highly Urban/ Urban

0

71 0 15

No

Yes M PhD Lawyer 29 Private $12,320 Minivan $0 0 $0 13 Highly Urban/ Urban

0

71 0 14

No

z_No M PhD Lawyer 17 Private $10,900 Minivan $3,633 1 $0 10 Highly Urban/ Urban

0 9/24/48 71 0 $0 No

Yes z_F z_High School Home Maker 38 Private $8,620 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 9/24/48 71 0 12

No

Yes M z_High School z_Blue Collar 45 Commercial $28,460 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

71 0 12

No

Yes z_F PhD Home Maker 26 Private $21,480 Sports Car

2 $0 17 z_Highly Rural/ Rural

0 9/23/48 71 0

No

z_No z_F $35,610

Pickup $0 0 $0 1 Highly Urban/ Urban

0 9/23/48 71 0 3

No

Yes z_F $43,350

Van $0 0 $0 Highly Urban/ Urban

0 9/23/48 71 0 0 $0 No $0 Yes M z_High School Student 40 Private $6,600 Minivan $0 0 $0 7 z_Highly Rural/ Rural

0

71 0 11

No

z_No z_F z_High School z_Blue Collar 40 Commercial $11,430 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

71 0 7

No $0 z_No M PhD Doctor 31 Private $11,550 Minivan $0 0 $0 Highly Urban/ Urban

0 9/20/48 71 0 7 $100,505 No $0 z_No M PhD Doctor 21 Private

Minivan

3 $0 Highly Urban/ Urban

0

71 0 13 $34,658 No

Yes M Bachelors Professional 31 Private $15,660 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 9/16/48 71 0 11

No $0 z_No M z_High School z_Blue Collar 43 Commercial $11,550 Minivan

1 $2,746 7 Highly Urban/ Urban

0 9/16/48 71 0 12

No

Yes z_F Bachelors Clerical 41 Private $20,030 z_SUV

1 $0 8 z_Highly Rural/ Rural

0

71 0 12 $27,940 No $0 z_No M

0 9/15/48 71 0 15

No

Yes z_F Bachelors Professional 34 Private $12,340 z_SUV

3 $2,257 4 Highly Urban/ Urban

0 9/15/48 71 0 15 $7,601 No

Yes z_F z_High School Home Maker 37 Private $27,680 Minivan $0 0 $0 1 Highly Urban/ Urban

0

71 0 12

No

z_No M Bachelors Professional 24 Private $11,880 Pickup $0 0

8 Highly Urban/ Urban

0

71 0 0 $0 No $0 Yes z_F

0

71 0 11

No $0 z_No z_F Masters Lawyer 41 Private $20,580 z_SUV $0 0 $1,107 17 Highly Urban/ Urban

0 9/7/48 71 0 12

No

Yes z_F Bachelors Manager 25 Private $25,860 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

71 0 12

No

z_No M Bachelors Professional 29 Private $17,750 Van $0 0 $0 9 Highly Urban/ Urban

0

71 0 11

No

Yes M z_High School Manager 35 Private $19,990 Van $0 0

1 Highly Urban/ Urban

0

71 1 11

No $205,130 Yes M Bachelors Professional 58 Commercial $29,990 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 9/4/48 71 1 11 $66,296 No $205,130 Yes M Bachelors Professional 58 Commercial

Pickup $0 0 $0 1 Highly Urban/ Urban

0

71 0 9

No $0 z_No M Masters 26 Commercial $11,940 Pickup $0 0

20 Highly Urban/ Urban

0

71 0 7

No z_No M Bachelors Professional 39 Commercial $28,870 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

71 0 12 No

Yes M Bachelors Manager 49 Commercial $31,380 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

71 0 15

No

Yes z_F Bachelors Manager 27 Private $25,840 Minivan $0 0 $0 11 Highly Urban/ Urban

0 8/27/48 71 0 11

No

z_No M PhD Doctor 12 Private $21,220 Van $0 0 $0 9 Highly Urban/ Urban

0

71 1 16 $23,640 No Yes z_F z_High School Clerical 48 Private $8,960 z_SUV

2 $0 1 Highly Urban/ Urban

0

71 0 0 $0 No

Yes z_F z_High School Home Maker 56 Commercial

Pickup

1 $0 1 Highly Urban/ Urban

0 8/25/48 71 0 14

No

Yes z_F Bachelors z_Blue Collar 41 Commercial $19,450 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

71 0 9

No $0 z_No z_F Bachelors Manager 34 Private $15,740 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

71 0 12 No

Yes z_F z_High School Clerical 18 Private $14,620 Minivan $0 0 $2,912 1 Highly Urban/ Urban

0

71 0 11

No z_No z_F

0

71 0 13

No

z_No M z_High School z_Blue Collar 36 Private $14,800 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 8/21/48 71 0

No

Yes M Masters Lawyer 13 Private $13,610 Minivan $0 0 $0 13 Highly Urban/ Urban

0

71 0 11

No

Yes M Masters Lawyer 37 Private $38,290 Minivan $0 0 $0 10 Highly Urban/ Urban

0

71 0 7

No

Yes z_F z_High School Clerical 30 Private $7,990 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 8/18/48 71 0 8

No $0 z_No z_F Masters Manager 51 Private $22,480 Pickup $0 0 $0 16 Highly Urban/ Urban

0

71 0 10

No $0 z_No M Masters 18 Commercial

Panel Truck

3 $3,288 15 Highly Urban/ Urban

0

71 0 11

No

z_No M Masters 29 Commercial $30,480 Panel Truck $0 0 $0 18 Highly Urban/ Urban

0 8/13/48 71 0 13

No

Yes M

0

71 0 14

No

Yes M Bachelors Clerical 41 Private $11,390 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 8/10/48 71 0 9 No

z_No z_F Bachelors Professional 48 Commercial $12,990 z_SUV

1

7 Highly Urban/ Urban

0

71 0 12

No $0 z_No z_F

0

71 0 0 $0 No

Yes z_F z_High School Home Maker 30 Private $11,750 Sports Car $0 0

Highly Urban/ Urban

0 8/8/48 71 0 13

No Yes M Masters 37 Commercial $34,270 Panel Truck

3 $0 15 Highly Urban/ Urban

0 8/8/48 71 0 11

No

Yes z_F

0

71 0

No

Yes z_F Bachelors Manager 38 Private $12,010 Minivan $0 0 $0 14 Highly Urban/ Urban

0 8/7/48 71 0 7

No $178,852 Yes M

0

71 1 12

No

Yes z_F Masters Lawyer 44 Private $6,900 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

72 0 11

No $0 z_No z_F Bachelors Professional 11 Private $21,220 z_SUV $0 0 $0 4 z_Highly Rural/ Rural

0

72 1 18

No

Yes z_F z_High School z_Blue Collar 48 Commercial $15,470 z_SUV

3

1 Highly Urban/ Urban

0 7/30/48 72 0 7

No $0 z_No M z_High School z_Blue Collar 37 Private $17,890 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 7/30/48 72 0 13

No $0 z_No z_F z_High School z_Blue Collar 36 Commercial $11,290 z_SUV $0 0 $3,939 Highly Urban/ Urban

0 7/30/48 72 1 18 $30,531 No $122,736 Yes z_F z_High School z_Blue Collar 35 Commercial $6,600 z_SUV

3

1 Highly Urban/ Urban

0

72 0 12

No $0 z_No z_F PhD Doctor 30 Private $20,650 Minivan $0 0 $0 21 Highly Urban/ Urban

0

72 0 12

No $0 z_No M

0 7/27/48 72 0 8

No $222,957 z_No M Masters 52 Commercial

Panel Truck $5,689 2 $4,208 18 Highly Urban/ Urban

0

72 0 12

No

Yes M PhD Doctor 40 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/26/48 72 0 7

No

Yes M Bachelors Manager 71 Private $18,950 Van $0 0 $0 8 Highly Urban/ Urban

0

72 0 10

No $0 z_No z_F Bachelors Professional 46 Private $6,740 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

72 0 12 $30,969 No

Yes M z_High School Clerical 40 Commercial $9,700 Pickup $0 0 $0 8 Highly Urban/ Urban

0 7/24/48 72 0 13

No $0 z_No z_F $959

1 $5,176 1 Highly Urban/ Urban

0 7/24/48 72 0 12 $30,969 No $181,779 Yes M z_High School Clerical 40 Commercial

Panel Truck

4 $4,688 8 Highly Urban/ Urban

0

72 0 13

No $0 z_No z_F Masters Lawyer 59 Private $35,990 Minivan $0 0

17 Highly Urban/ Urban

0

72 0 15

No $0 z_No M Masters Lawyer 40 Private $1,500 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 0 $0 No

z_No z_F Bachelors Home Maker 25 Private $1,500 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 10

No

z_No z_F Masters Manager 38 Private $17,040 Minivan $0 0 $0 15 Highly Urban/ Urban

0

72 0 14

No

Yes M Bachelors Manager 32 Private $14,610 Minivan $0 0 $0 14 Highly Urban/ Urban

0

72 0 13

No

Yes M z_High School z_Blue Collar 25 Commercial $24,220 Minivan

1 $0 6 Highly Urban/ Urban

1

72 1 17

No

Yes M z_High School Manager 35 Commercial $11,510 Pickup

1

1 Highly Urban/ Urban

0

72 0 11

No z_No z_F Masters Lawyer 52 Private $19,350 Minivan $0 0 $0 21 Highly Urban/ Urban

0

72 0 8

No

Yes z_F Bachelors z_Blue Collar 40 Commercial $11,300 Minivan

4 $0 6 Highly Urban/ Urban

0 7/12/48 72 0 $0 No $0 Yes z_F $7,999

2

4 Highly Urban/ Urban

0 7/12/48 72 0 9

No

Yes z_F Bachelors z_Blue Collar 59 Private $12,770 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

72 0 11

No

Yes z_F Bachelors Manager 34 Private $20,910 Pickup

1 $0 11 Highly Urban/ Urban

0 7/11/48 72 0 11 $61,666 No $198,755 Yes z_F Bachelors Manager 34 Private $14,760 z_SUV

2 $0 11 Highly Urban/ Urban

0

72 0 9

No

Yes M z_High School z_Blue Collar 26 Commercial $12,730 Minivan $0 0 $0 9 z_Highly Rural/ Rural

1

72 1 8 No

Yes M z_High School z_Blue Collar 5 Commercial $12,430 Minivan $9,000 1 $6,431 11 Highly Urban/ Urban

0 7/9/48 72 0 12

No

Yes z_F PhD Doctor 23 Private

z_SUV

2 $0 16 Highly Urban/ Urban

0

72 0 7

No

Yes M PhD 43 Commercial

Panel Truck

1 $0 21 Highly Urban/ Urban

0 7/8/48 72 0 11

No

Yes z_F Masters Lawyer 47 Private $18,920 Minivan $0 0 $0 14 Highly Urban/ Urban

0

72 0 8

No $0 z_No M Bachelors Professional 35 Private $16,130 Minivan $0 0 $0 7 Highly Urban/ Urban

0 7/7/48 72 0 $66,804 No $0 z_No M Bachelors Professional 21 Private $21,460 Van

3 $0 7 Highly Urban/ Urban

0

72 0 13

No $0 z_No M Masters 39 Commercial $16,830 Van $0 0 $0 14 Highly Urban/ Urban

0

72 0 10 $83,235 No $0 z_No M Masters Manager 10 Commercial $30,400 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0 7/5/48 72 0 11

No

z_No z_F Bachelors Manager 27 Private $11,710 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

72 0 10

No $0 z_No z_F Bachelors z_Blue Collar 20 Commercial $18,430 Minivan

2 $0 10 Highly Urban/ Urban

0 7/4/48 72 0 12

No

Yes z_F z_High School z_Blue Collar 23 Private $1,500 Sports Car $0 0 $0 6 Highly Urban/ Urban

0

72 0 6

No

Yes z_F Bachelors z_Blue Collar 20 Commercial $16,730 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 7/3/48 72 0 15

No

Yes M Masters Lawyer 25 Private $13,410 Minivan $0 0 $0 Highly Urban/ Urban

0

72 0 11

No

Yes M PhD Doctor 58 Private $15,910 Minivan

2 $0 10 Highly Urban/ Urban

0 7/2/48 72 0 14

No

Yes M Masters Professional 28 Private

Minivan

3 $0 19 Highly Urban/ Urban

0 7/2/48 72 0

No

Yes M Bachelors Professional 44 Commercial $18,110 Van

3

3 Highly Urban/ Urban

0

72 0 14

No

Yes z_F PhD Doctor 43 Private

Van $0 0 $0 9 Highly Urban/ Urban

0 6/28/48 72 0 0 $0 No $0 z_No z_F

0

72 0 12

No

Yes z_F Bachelors Manager 17 Private $11,560 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

72 0 8

No $0 z_No M Masters 22 Commercial $20,770 Van $0 0 $3,725 19 Highly Urban/ Urban

0 6/25/48 72 0 15

No Yes M Bachelors z_Blue Collar 26 Commercial $19,260 Van $0 0 $0 1 Highly Urban/ Urban

0 6/25/48 72 0 9

No

Yes z_F PhD Manager 32 Private $23,040 Pickup $0 0 $0 17 Highly Urban/ Urban

0

72 0 15

No

Yes M PhD 25 Commercial $27,310 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 6/24/48 72 0 3

No

Yes z_F z_High School Clerical 14 Private $25,740 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 13

No $185,747 Yes M Masters Lawyer 30 Private $24,350 Minivan $0 0 $0 15 Highly Urban/ Urban

0 6/21/48 72 0 14

No

Yes M Masters Lawyer 24 Private $7,000 Pickup $0 0 $0 10 Highly Urban/ Urban

0

72 0 0 $0 No $0 Yes M z_High School Student 30 Commercial $19,480 Van $0 0 $0 8 z_Highly Rural/ Rural

0 6/20/48 72 0 12

No

Yes M z_High School z_Blue Collar 28 Commercial $44,130 Panel Truck $0 0

1 Highly Urban/ Urban

1

72 1 14

No

Yes M

0

72 0

No

Yes z_F Masters Professional 42 Private $15,940 z_SUV

1 $0 16 Highly Urban/ Urban

0

72 0 14

No $0 z_No z_F z_High School Professional 5 Private $6,600 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

72 0 11

No

Yes z_F Masters Lawyer 62 Private $19,620 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

72 0

No

z_No M $4,613

5 Highly Urban/ Urban

0

72 0 11

No

Yes z_F z_High School Clerical 46 Private $11,160 Sports Car

2 $0 Highly Urban/ Urban

0 6/11/48 72 0 0 $0 No $0 z_No z_F $27,503

4 $6,836 1 Highly Urban/ Urban

0

72 0 8

No

Yes M z_High School z_Blue Collar 18 Commercial $11,370 Pickup

2 $0 1 Highly Urban/ Urban

0

72 0 11

No

Yes M Bachelors z_Blue Collar 31 Commercial $13,030 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

72 0 8 No

z_No z_F Masters Home Maker 37 Private $9,530 z_SUV $0 0 $6,132 17 Highly Urban/ Urban

0 6/8/48 72 0 9

No

Yes M PhD 48 Commercial

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

0

72 0 14 No

Yes M

0 6/5/48 72 0 7

No

Yes M Bachelors Manager 57 Private $15,140 Minivan $0 0 $0 9 Highly Urban/ Urban

0

72 0 7

No $0 z_No z_F Bachelors Manager 9 Private $18,500 z_SUV $5,562 1 $0 5 Highly Urban/ Urban

0

72 0 11

No

Yes M Bachelors Professional 41 Commercial

Panel Truck $0 0 $6,006 14 Highly Urban/ Urban

0 5/31/48 72 0 8

No

Yes M Masters Manager 39 Commercial $24,180 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

72 0 0 No $0 z_No M z_High School Student 34 Commercial $19,630 Van

2

1 Highly Urban/ Urban

0

72 0 14

No

Yes M Bachelors z_Blue Collar 39 Commercial

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

0

72 0 13

No

Yes z_F Bachelors z_Blue Collar 37 Commercial $19,370 Minivan $1,107 3 $0 1 Highly Urban/ Urban

0 5/27/48 72 0 12

No

Yes M Masters 18 Commercial $30,690 Panel Truck

4 $0 15 Highly Urban/ Urban

0 5/27/48 72 0 14

No

Yes M z_High School Professional 61 Private $13,760 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 14 $48,680 No

Yes M z_High School z_Blue Collar 44 Commercial $24,510 Minivan

1 $0 1 Highly Urban/ Urban

0

72 0 13

No

Yes z_F z_High School Professional 27 Private $25,700 Van $0 0 $0 1 Highly Urban/ Urban

0

72 0

No

Yes z_F z_High School z_Blue Collar 33 Commercial $24,860 Minivan

1 $2,235 1 Highly Urban/ Urban

0 5/23/48 72 0 0 $0 No $0 Yes M

0

72 0 15 $11,070 No $0 Yes M

0 5/20/48 72 0 10

No

z_No z_F z_High School Clerical 19 Private $10,410 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 5/20/48 72 0 $11,070 No $0 Yes M

0

72 0 10

No Yes z_F z_High School z_Blue Collar 13 Commercial $15,990 z_SUV

2 $0 11 Highly Urban/ Urban

0

72 0 15 No

Yes M

0

72 0 14

No

Yes z_F z_High School Professional 16 Private $17,130 Minivan $0 0 $0 1 Highly Urban/ Urban

0

72 0 11 $8,260 No

z_No M z_High School Student 31 Commercial $15,620 Minivan $0 0 $0 9 Highly Urban/ Urban

0 5/16/48 72 0 6

No $0 z_No z_F Bachelors z_Blue Collar 27 Commercial $14,340 z_SUV $0 0

Highly Urban/ Urban

0 5/16/48 72 0 9

No

z_No M Masters 28 Commercial $23,380 Panel Truck $952 3 $0 Highly Urban/ Urban

0

72 0 0 $0 No $0 Yes z_F z_High School Student 37 Commercial $6,600 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 5/14/48 72 0 0 $0 No $0 Yes z_F z_High School Student 37 Commercial $6,600 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 13

No

Yes z_F PhD 58 Commercial $17,320 Pickup $0 0 $0 11 Highly Urban/ Urban

0

72 0 7

No

Yes z_F PhD Doctor 22 Private $19,940 Minivan

1 $0 18 Highly Urban/ Urban

0

72 0 12

No

Yes z_F Masters Lawyer 11 Private $12,660 Sports Car $0 0 $0 19 Highly Urban/ Urban

0

72 0 14 $121,900 No

Yes M Masters Lawyer 56 Private $14,740 Minivan

1 $0 15 Highly Urban/ Urban

0 5/8/48 72 0 13

No

Yes z_F Bachelors Manager 57 Private $9,270 z_SUV

1 $0 12 Highly Urban/ Urban

0

72 0 13

No

Yes z_F z_High School Professional 5 Private $7,850 Sports Car $2,219 1 $0 1 Highly Urban/ Urban

0 5/6/48 72 0 12

No $0 z_No z_F z_High School z_Blue Collar 58 Commercial $21,600 Sports Car

3 $5,548 5 Highly Urban/ Urban

0

72 0 13 $31,380 No

Yes M

0

72 0 14

No

z_No z_F PhD Doctor 54 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0

72 1 11

No

Yes z_F Bachelors Professional 42 Commercial $13,250 Pickup

2 $0 14 Highly Urban/ Urban

0

72 0 12

No $0 z_No M Bachelors Professional 43 Private $16,720 Minivan $0 0 $0 12 Highly Urban/ Urban

0

72 0 8

No

Yes M Bachelors Manager 36 Private $14,910 Minivan $0 0 $0 17 Highly Urban/ Urban

0 4/27/48 72 0 8 No $166,754 Yes M Bachelors Manager 36 Commercial $8,100 Pickup $0 0 $0 17 Highly Urban/ Urban

0

72 0 8

No

Yes M Bachelors z_Blue Collar 37 Commercial $12,110 Pickup $0 0 $0 1 Highly Urban/ Urban

0 4/26/48 72 0 7

No

z_No z_F Bachelors Manager 31 Private $27,240 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

72 0 16 No

Yes z_F

0

72 0 0 $0 No

Yes z_F z_High School Home Maker 59 Private $1,500 Sports Car

3 $5,075 7 Highly Urban/ Urban

0 4/22/48 72 0 12

No

Yes z_F PhD Manager 26 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

72 0 12

No $0 z_No z_F PhD 40 Commercial

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

0

72 0 13 $106,722 No

z_No M z_High School z_Blue Collar 34 Commercial $17,270 Van $0 0

1 Highly Urban/ Urban

0

72 0 12

No

Yes M Masters Lawyer 28 Private $12,880 Minivan $0 0 $0 10 Highly Urban/ Urban

0

72 0 15

No

Yes M PhD 32 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0 4/13/48 72 0 15

No

z_No M Masters Lawyer 71 Private $19,610 Van $0 0 $0 8 Highly Urban/ Urban

0 4/13/48 72 0 11

No

Yes M Bachelors Manager 10 Commercial $33,570 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0 4/13/48 72 0 10

No $0 z_No z_F Masters Manager 14 Private $26,790 Pickup $0 0 $0 18 Highly Urban/ Urban

0

72 0 0 $0 No $0 z_No z_F Bachelors Home Maker 33 Private $4,270 Sports Car $0 0

9 Highly Urban/ Urban

0 4/11/48 72 0 14

No

Yes M Masters Lawyer 40 Private $26,980 Minivan $0 0 $0 10 Highly Urban/ Urban

2

72 2 14 $62,894 No

Yes z_F Bachelors Clerical 84 Private $5,990 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0 4/10/48 72 0 12

No $0 z_No M Bachelors Professional 41 Private $18,260 Minivan

2 $0 8 Highly Urban/ Urban

0

72 0 10

No $0 z_No M Bachelors Student 23 Commercial $8,420 Pickup $0 0 $0 7 Highly Urban/ Urban

0

72 0 $27,030 No

Yes M z_High School Clerical 30 Private $16,570 Van

1 $0 1 Highly Urban/ Urban

0 4/8/48 72 1 12

No

Yes z_F Masters Professional 37 Private $12,100 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

72 0 13

No $0 z_No M Masters Lawyer 42 Private $6,650 Minivan

2 $2,838 17 Highly Urban/ Urban

0 4/7/48 72 0 14

No

Yes z_F Masters Manager 22 Private $6,600 z_SUV $0 0 $5,349 15 Highly Urban/ Urban

0

72 0 15

No

Yes M Bachelors Professional 45 Private $11,770 Pickup $0 0 $0 14 Highly Urban/ Urban

0

72 0 13

No

Yes z_F z_High School Clerical 28 Private $26,080 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

72 0 13

No $0 z_No z_F Masters Lawyer 27 Private $15,820 z_SUV $7,181 2

1 Highly Urban/ Urban

0

72 0 7

No

z_No M PhD Manager 18 Commercial $29,330 Panel Truck

2 $1,347 Highly Urban/ Urban

0 4/2/48 72 0 15

No Yes z_F Masters Lawyer 37 Private $21,780 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

72 0 12

No

Yes z_F PhD Manager 35 Private $15,000 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 3/31/48 72 0 8

No

Yes z_F Masters Professional 23 Private $30,190 Pickup $0 0 $0 8 Highly Urban/ Urban

0 3/31/48 72 0 0 $0 No $0 z_No z_F z_High School Home Maker 5 Private $16,760 z_SUV $0 0

4 Highly Urban/ Urban

0

72 0 17

No

Yes z_F Masters Manager 36 Private $20,650 z_SUV

2 $0 15 Highly Urban/ Urban

0 3/29/48 72 0 11

No $0 z_No M Bachelors Clerical 49 Private $1,500 Minivan

3

7 z_Highly Rural/ Rural

0 3/29/48 72 0 15

No $0 z_No z_F PhD Home Maker 36 Private $20,730 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0

72 0 16

No

Yes M z_High School z_Blue Collar 68 Commercial $7,900 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 0 $0 No

Yes M z_High School Student 16 Commercial $6,720 Pickup $3,029 2

Highly Urban/ Urban

0 3/26/48 72 0 14

No

Yes M Masters Manager 50 Private $15,740 Minivan $0 0 $0 9 Highly Urban/ Urban

0

72 0 14

No

Yes z_F Masters Lawyer 27 Private $6,600 Sports Car $0 0 $0 13 Highly Urban/ Urban

0

72 0 9

No

Yes M Masters Manager 35 Commercial $6,600 Pickup $0 0 $0 18 Highly Urban/ Urban

0

72 0 11

No

Yes z_F z_High School Clerical 41 Private $20,550 Sports Car $0 0 $0 5 z_Highly Rural/ Rural

0

72 0 12

No $0 z_No M Masters 29 Commercial $27,980 Panel Truck $0 0 $0 17 z_Highly Rural/ Rural

0

72 0 15

No

Yes M Bachelors Professional 80 Commercial $17,080 Van

2 $0 12 Highly Urban/ Urban

0 3/7/48 72 0 7

No $0 z_No z_F Masters 26 Commercial $28,290 Pickup

4 $0 21 Highly Urban/ Urban

0

72 0 8

No

Yes M Bachelors Manager 39 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0

72 0 13

No

z_No z_F Bachelors Home Maker 18 Private $10,370 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 3/5/48 72 0 0 $0 No

Yes M z_High School Student 29 Commercial $6,600 Pickup $0 0 $0 7 Highly Urban/ Urban

0

72 1 13

No

Yes z_F z_High School Manager 18 Private $20,130 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 3/4/48 72 0 9

No

z_No z_F z_High School z_Blue Collar 42 Commercial $31,120 Minivan $0 0 $0 z_Highly Rural/ Rural

0 3/4/48 72 0 10

No

z_No M PhD 42 Commercial $18,380 Van

3 $0 16 Highly Urban/ Urban

0 3/4/48 72 0 10 $117,791 No $343,849 z_No M PhD 18 Private $19,730 Van $0 0 $0 Highly Urban/ Urban

0

72 0 8

No

Yes z_F Masters Professional 62 Commercial $40,180 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 3/3/48 72 0 8

No $0 z_No M Bachelors z_Blue Collar 31 Commercial $14,650 Minivan

2

14 Highly Urban/ Urban

0 3/3/48 72 0 7

No $0 z_No z_F Masters Lawyer 44 Private $10,630 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 14 $57,775 No

Yes M Bachelors z_Blue Collar 46 Commercial $7,780 Pickup $0 0 $0 11 Highly Urban/ Urban

0 3/2/48 72 0 13

No z_No z_F Masters Lawyer 16 Private $19,670 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

72 0 14

No

z_No z_F Bachelors z_Blue Collar 43 Commercial $14,370 z_SUV

4 $0 9 Highly Urban/ Urban

0 3/1/48 72 0 10

No

Yes z_F PhD Doctor 45 Private $24,280 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 2/27/48 72 0 10

No $0 z_No M z_High School z_Blue Collar 32 Commercial $9,540 Pickup $0 0

1 Highly Urban/ Urban

0 2/23/48 72 0 12

No

Yes z_F Bachelors Professional 34 Private $6,940 z_SUV $0 0 $0 Highly Urban/ Urban

0 2/19/48 72 0 11

No Yes M Masters 22 Commercial

Panel Truck $0 0 $0 19 Highly Urban/ Urban

0 2/17/48 72 0 9

No

Yes M PhD Manager 46 Commercial $24,650 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

72 0 5

No $0 z_No M Bachelors Professional 30 Private $14,370 Minivan $5,399 1 $0 9 Highly Urban/ Urban

0 2/16/48 72 0 10

No

Yes M Bachelors Clerical 39 Private $11,110 Pickup $0 0 $0 14 Highly Urban/ Urban

0

72 0 0 No $0 Yes M Bachelors Student 18 Private $1,500 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0 2/14/48 72 0

No $0 z_No z_F Bachelors Professional 34 Private $21,890 z_SUV

2 $0 1 Highly Urban/ Urban

0 2/14/48 72 0 11

No

Yes M Bachelors z_Blue Collar 50 Commercial $6,600 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 2/14/48 72 0 11

No

z_No M Masters Lawyer 23 Private $17,520 Van

1 $0 17 Highly Urban/ Urban

0 2/12/48 72 0 11

No $0 z_No M Masters Professional 56 Private $14,620 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/12/48 72 0 6 No

Yes z_F Bachelors Professional 45 Commercial $21,390 Pickup $1,744 2 $0 11 Highly Urban/ Urban

0 2/12/48 72 0 No Yes z_F Bachelors Professional 45 Private $33,800 Minivan

1 $0 11 Highly Urban/ Urban

0 2/12/48 72 0 0 $0 No

z_No z_F Bachelors Home Maker 61 Private $6,600 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 2/8/48 72 0 6

No $0 z_No M Masters Professional 5 Private $13,320 Minivan $0 0 $0 Highly Urban/ Urban

0

72 0 9

No

z_No M z_High School z_Blue Collar 32 Commercial $11,620 Pickup

3 $0 1 Highly Urban/ Urban

0 2/7/48 72 0 13

No

Yes M Masters Lawyer 25 Private $16,640 Van $0 0 $0 15 Highly Urban/ Urban

0 2/7/48 72 0 16 $17,398 No

Yes M Bachelors Professional 7 Private $17,010 Van $0 0 $0 14 Highly Urban/ Urban

0 2/7/48 72 0 16 $17,398 No $165,641 Yes M Bachelors Professional 28 Private $23,720 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/7/48 72 0 9 $50,166 No $187,297 z_No M z_High School z_Blue Collar 32 Commercial $11,620 Minivan

3 $0 1 Highly Urban/ Urban

0 2/7/48 72 0 16 No $165,641 Yes M Bachelors Professional 7 Private

Minivan $0 0

14 Highly Urban/ Urban

0

72 0 17

No

Yes z_F z_High School Professional 39 Private $24,450 Minivan $0 0 $0 10 Highly Urban/ Urban

0 2/5/48 72 0 13

No

Yes M z_High School z_Blue Collar 55 Commercial $7,250 Pickup $0 0

6 Highly Urban/ Urban

0 2/4/48 72 0 9

No

Yes M Bachelors Manager 16 Private $6,400 Pickup $0 0 $0 12 Highly Urban/ Urban

0 2/4/48 72 0 7

No $0 z_No M

0 2/4/48 72 0 9 $78,283 No $262,744 Yes M Bachelors Manager 5 Private $15,380 Minivan $0 0 $0 12 Highly Urban/ Urban

0 2/2/48 72 0 10

No $0 z_No M z_High School Manager 57 Private $6,600 Pickup $0 0

1 Highly Urban/ Urban

0 2/2/48 72 0 13

No

Yes M Bachelors Professional 20 Private $1,530 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/2/48 72 0 13 No

Yes z_F Bachelors Professional 28 Private $6,460 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 2/1/48 72 0 8

No

Yes M Bachelors Manager 35 Commercial $18,830 Van $5,109 2 $0 9 Highly Urban/ Urban

0 1/30/48 72 0 12

No $0 z_No M Masters Lawyer 37 Private $16,900 Van

2 $0 13 Highly Urban/ Urban

0 1/30/48 72 0 11

No $0 z_No z_F Masters Manager 23 Private $17,930 z_SUV

3 $0 14 Highly Urban/ Urban

0 1/30/48 72 0 11 $152,462 No $0 z_No z_F Masters Manager 39 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

72 0 13 $109,056 No

Yes z_F Masters Lawyer 27 Private $18,480 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 1/28/48 72 0 12

No

z_No z_F Masters Professional 35 Private $22,330 Minivan $0 0 $0 21 Highly Urban/ Urban

0 1/28/48 72 0 11

No Yes z_F Bachelors Manager 12 Commercial $23,520 Pickup $0 0 $0 8 Highly Urban/ Urban

0 1/25/48 72 0 12

No

Yes z_F PhD Professional 48 Private $13,390 Sports Car $0 0 $4,896 17 z_Highly Rural/ Rural

0

72 0 14

No

z_No z_F Bachelors Clerical 32 Private $10,460 z_SUV

2 $0 8 Highly Urban/ Urban

0 1/23/48 72 0 13

No

Yes M Bachelors Professional 41 Commercial $22,010 Van $0 0 $0 14 z_Highly Rural/ Rural

0 1/23/48 72 1 14

No

Yes z_F Bachelors z_Blue Collar 26 Commercial

z_SUV $0 0 $0 7 Highly Urban/ Urban

0 1/21/48 72 0 10

No $0 z_No M z_High School Professional 68 Commercial $23,740 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 1/21/48 72 0 13

No

Yes z_F Bachelors Professional 8 Private $11,930 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 1/21/48 72 0 12

No

z_No M Bachelors Manager 44 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 1/20/48 72 0 14

No

Yes M PhD Manager 45 Commercial $22,570 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0 1/20/48 72 0 13

No

Yes M Bachelors Professional 31 Private $6,600 Pickup $0 0 $0 15 Highly Urban/ Urban

0 1/18/48 72 0 12

No $0 z_No z_F z_High School Home Maker 30 Private $12,850 Minivan

2 $0 Highly Urban/ Urban

0

72 0 16

No

Yes M z_High School z_Blue Collar 49 Commercial $14,760 Minivan

3 $0 10 Highly Urban/ Urban

0 1/16/48 72 0 11

No $0 z_No z_F Bachelors z_Blue Collar 28 Commercial $16,510 z_SUV $5,217 2 $0 11 Highly Urban/ Urban

0 1/16/48 72 0 10

No $0 z_No M PhD Doctor 32 Private $22,040 Van $1,305 4 $0 18 Highly Urban/ Urban

0 1/15/48 72 0 14

No

Yes z_F Bachelors Home Maker 45 Private $1,500 z_SUV

3 $4,298 12 Highly Urban/ Urban

0 1/15/48 72 0 12

No

Yes M z_High School z_Blue Collar 41 Commercial $11,700 Pickup $0 0 $0 7 Highly Urban/ Urban

0 1/15/48 72 0 12

No

Yes M Bachelors z_Blue Collar 38 Commercial $12,830 Minivan $6,127 2 $0 7 Highly Urban/ Urban

0

72 0 8

No $0 z_No M Bachelors Manager 74 Private $19,740 Minivan $4,447 3 $0 4 Highly Urban/ Urban

0 1/14/48 72 0 13

No $0 z_No z_F PhD Doctor 51 Private

Van $0 0 $0 20 Highly Urban/ Urban

0

72 0 12

No

Yes M PhD Lawyer 22 Private $1,500 Minivan $0 0 $0 19 Highly Urban/ Urban

0 1/12/48 72 0 7 $26,114 No $0 z_No z_F Masters Lawyer 36 Private $9,780 Minivan

2

8 Highly Urban/ Urban

0 1/6/48 72 0 4

No $0 z_No z_F PhD Doctor 52 Private $13,850 z_SUV

4 $0 15 Highly Urban/ Urban

0 1/3/48 72 0 13

No

z_No z_F $2,600

z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 1/3/48 72 0 11

No $0 z_No z_F Masters Manager 23 Private $20,320 Minivan

2 $0 8 Highly Urban/ Urban

0 1/3/48 72 0 11

No

Yes M Masters Lawyer 26 Private $13,230 Minivan $0 0 $0 Highly Urban/ Urban

0 1/3/48 72 0 13 $32,159 No $195,096 z_No z_F

0

72 0 13 $32,570 No

Yes M Bachelors Clerical 17 Commercial $9,860 Pickup

1 $0 9 Highly Urban/ Urban

0

72 0 11

No $0 z_No M Masters 41 Commercial $7,820 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

72 0 12 $50,375 No Yes M z_High School z_Blue Collar 37 Commercial $10,790 Pickup $0 0 $0 1 Highly Urban/ Urban

0 12/27/47 72 0 12

No $0 z_No M PhD Doctor 23 Private $17,810 Van $0 0 $0 12 Highly Urban/ Urban

0

72 0 12

No

Yes M z_High School Student 5 Commercial $11,180 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 12/26/47 72 0 10 $55,573 No $0 z_No z_F Masters Lawyer 18 Private $12,160 z_SUV

1 $0 14 Highly Urban/ Urban

0

72 0 16

No

Yes M z_High School Clerical 51 Commercial $18,050 Van $0 0 $0 1 z_Highly Rural/ Rural

0 12/25/47 72 0 13

No

Yes M Bachelors Manager 26 Private $11,720 Pickup $0 0 $0 13 Highly Urban/ Urban

0 12/25/47 72 0 16 No $170,380 Yes M z_High School Clerical 51 Commercial $23,520 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0 12/25/47 72 1 14

No

Yes M

0

72 0 13

No $0 z_No z_F

0

72 0 12

No

Yes z_F

0

72 0 12

No

Yes z_F Bachelors Clerical 30 Private $20,160 Minivan $4,577 2 $0 14 Highly Urban/ Urban

0

72 0 0 $0 No $0 Yes z_F z_High School Student 30 Commercial $12,360 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

2 12/21/47 72 0 13

No

Yes z_F z_High School z_Blue Collar 49 Private $20,490 Minivan $0 0 $0 1 Highly Urban/ Urban

0

72 0 14

No

Yes M z_High School Clerical 22 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0 12/20/47 72 0 14

No

z_No M Masters Lawyer 37 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 12/20/47 72 0 11

No $0 z_No z_F z_High School z_Blue Collar 11 Commercial $11,900 z_SUV $0 0 $1,937 1 Highly Urban/ Urban

0

72 0 10 $8,900 No

Yes z_F z_High School Home Maker 65 Private $11,600 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 12/18/47 72 0 12

No

Yes z_F PhD Doctor 58 Private $6,600 z_SUV

4 $0 16 Highly Urban/ Urban

0

72 0 12

No $0 z_No M Masters Lawyer 5 Private $16,620 Van

1 $0 Highly Urban/ Urban

0

72 0 15

No

Yes M z_High School Clerical 25 Commercial $23,860 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 7

No

Yes M Masters Manager 11 Private $12,020 Pickup $0 0 $0 9 Highly Urban/ Urban

0

72 0 14

No $0 Yes z_F z_High School Student 61 Commercial $17,500 z_SUV $0 0

7 Highly Urban/ Urban

0

72 0 15

No $187,295 Yes z_F z_High School z_Blue Collar 26 Commercial $12,380 Pickup $0 0

6 Highly Urban/ Urban

0 12/11/47 72 0 11

No $0 z_No z_F Masters Manager 5 Commercial $28,650 Pickup $4,631 2 $0 Highly Urban/ Urban

0

72 0 4

No $0 z_No z_F z_High School Clerical 24 Private $6,600 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 12/10/47 72 0 11

No

Yes M z_High School z_Blue Collar 5 Commercial $18,900 Van

1 $5,374 11 Highly Urban/ Urban

0 12/10/47 72 0 9

No

Yes z_F Bachelors Manager 22 Private $16,830 Minivan $0 0 $0 9 Highly Urban/ Urban

0

72 0

No

Yes M Masters Manager 22 Commercial $19,780 Van $0 0 $0 10 Highly Urban/ Urban

0

72 0 13

No

Yes z_F Bachelors z_Blue Collar 50 Commercial $26,130 Pickup $1,412 3 $0 1 Highly Urban/ Urban

0 12/7/47 72 0 15 $16,750 No

Yes M

0

72 0 11

No

Yes z_F Masters Professional 28 Private $43,560 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 12/5/47 72 0 11 $142,545 No $398,369 Yes z_F Masters Professional 28 Private $20,850 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

72 0 11

No $0 z_No M

0 12/3/47 72 0 14

No

Yes M Masters Lawyer 23 Private $1,500 Minivan $0 0 $0 16 Highly Urban/ Urban

0 12/3/47 72 0 12

No

Yes M PhD Manager 70 Commercial $19,920 Van $0 0 $338 11 Highly Urban/ Urban

0 12/3/47 72 0 4

No $0 z_No z_F Masters Home Maker 53 Private $22,440 z_SUV

3

17 Highly Urban/ Urban

0

72 0 14

No z_No M Masters 24 Commercial $10,310 Pickup

3 $785 19 Highly Urban/ Urban

0

72 0 15

No

Yes z_F Masters Lawyer 19 Private $26,310 Minivan $0 0 $0 9 Highly Urban/ Urban

0 11/30/47 72 0 12

No

z_No M z_High School Clerical 45 Private $13,730 Minivan

1 $0 1 Highly Urban/ Urban

0

72 0 10

No

Yes z_F Bachelors Manager 38 Private $11,160 Sports Car $0 0 $7,463 Highly Urban/ Urban

0

72 0 13

No

Yes z_F Masters Lawyer 24 Private $8,430 z_SUV $3,644 2 $0 16 Highly Urban/ Urban

0 11/28/47 72 0 13 $30,764 No Yes z_F Masters Lawyer 24 Private $9,680 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

72 0 11

No $0 z_No M Bachelors Manager 14 Private $13,790 Minivan $0 0 $0 8 Highly Urban/ Urban

0

72 0 13

No

Yes z_F Masters Lawyer 16 Private $19,270 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

72 0 11 No

z_No M z_High School z_Blue Collar 31 Commercial $10,670 Pickup $0 0

10 Highly Urban/ Urban

0

72 0 11

No

Yes M z_High School Manager 19 Private $13,330 Minivan $0 0 $0 7 Highly Urban/ Urban

0

72 0 12

No

Yes M PhD Manager 34 Private

Van $0 0 $0 17 Highly Urban/ Urban

0

72 1 15

No

Yes z_F z_High School Professional 16 Private $20,340 z_SUV

2 $0 1 Highly Urban/ Urban

0

72 0 6

No

Yes z_F Bachelors Professional 26 Commercial $27,790 Van $0 0 $0 14 Highly Urban/ Urban

0

72 0 14

No $0 z_No M PhD Doctor 19 Private $1,500 Minivan $0 0 $0 20 Highly Urban/ Urban

0

72 0 11

No $0 z_No z_F Bachelors Manager 20 Private $14,230 Minivan $0 0 $0 13 Highly Urban/ Urban

0

72 0 13

No $0 z_No M z_High School z_Blue Collar 42 Commercial $27,710 Panel Truck $0 0

1 Highly Urban/ Urban

0

72 0 11

No

Yes M Bachelors Manager 35 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

72 0 3

No $0 z_No M PhD Doctor 19 Private $13,840 Minivan

4 $0 15 Highly Urban/ Urban

0 11/5/47 72 0 13

No z_No z_F Masters Manager 35 Private $8,510 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

72 0 15

No

Yes z_F z_High School Clerical 33 Commercial $29,850 Pickup $6,600 3 $2,985 1 Highly Urban/ Urban

0

72 0 9

No $0 z_No M PhD Lawyer 15 Private $17,950 Van $0 0 $0 10 Highly Urban/ Urban

0

72 0 13

No

Yes z_F z_High School z_Blue Collar 40 Commercial $8,740 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 8

No

Yes M PhD Doctor 25 Private $11,750 Minivan $0 0 $0 14 Highly Urban/ Urban

0

72 0 11

No

z_No z_F Masters Lawyer 11 Private $19,960 Pickup

3

18 Highly Urban/ Urban

0 10/28/47 72 0 12

No

Yes M Masters 11 Commercial $22,140 Van $0 0 $0 13 Highly Urban/ Urban

0 10/28/47 72 0 11 $137,357 No $327,227 z_No z_F Masters Lawyer 11 Private $17,750 Minivan $0 0 $0 18 Highly Urban/ Urban

0

72 0 0 $0 No

Yes z_F

0

72 0 11

No

z_No z_F Bachelors Professional 28 Private $21,660 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0 10/23/47 72 0 12

No

z_No M

0 10/23/47 72 0 12

No Yes M Masters Lawyer 27 Private $14,990 Minivan $0 0 $0 12 Highly Urban/ Urban

0 10/23/47 72 0 12

No $0 z_No z_F Masters Manager 41 Private $18,460 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 10/23/47 72 0 12 $47,161 No $0 z_No z_F Masters Manager 41 Private $14,300 Minivan $0 0 $0 10 Highly Urban/ Urban

0

72 0 10 $2,680 No $0 z_No z_F PhD Home Maker 53 Private

Minivan $0 0 $0 17 z_Highly Rural/ Rural

0 10/19/47 72 0 12

No

Yes z_F Bachelors z_Blue Collar 52 Commercial $27,670 Sports Car $0 0 $0 11 Highly Urban/ Urban

1

72 1 12

Yes

z_No M Bachelors Manager 12 Private $1,500 Minivan $0 0 $3,971 10 Highly Urban/ Urban

0

72 0 10

No

z_No M PhD 40 Commercial $21,300 Van $6,730 2 $0 13 Highly Urban/ Urban

0

72 0 4

No $0 z_No z_F z_High School z_Blue Collar 47 Commercial $1,500 z_SUV

4

Highly Urban/ Urban

0

72 0 12

No

Yes M z_High School z_Blue Collar 42 Commercial $16,540 Van $0 0 $0 10 z_Highly Rural/ Rural

0

72 0 12

No

z_No M Bachelors z_Blue Collar 58 Commercial $6,700 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0

72 0 10

No

Yes z_F Masters Lawyer 26 Private $14,220 Sports Car $0 0 $0 10 Highly Urban/ Urban

0 10/10/47 72 0 11

No

Yes M z_High School z_Blue Collar 7 Commercial $10,840 Pickup $0 0

8 Highly Urban/ Urban

0

72 0 14

No

Yes M PhD Manager 28 Private $17,530 Minivan $0 0 $0 13 Highly Urban/ Urban

0

72 0 14

No

z_No z_F Masters Lawyer 21 Private $22,880 Minivan $0 0 $0 16 Highly Urban/ Urban

0 10/7/47 72 0 14 $31,616 No $0 z_No M Bachelors Professional 42 Commercial

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

0

72 0 13

No

Yes z_F z_High School Professional 74 Private $17,130 Pickup $0 0 $0 6 z_Highly Rural/ Rural

0 10/6/47 72 0 15

No

Yes M Bachelors z_Blue Collar 18 Commercial $23,900 Panel Truck

1 $0 1 Highly Urban/ Urban

0

72 0 7

No $0 z_No M

2 $0 7 Highly Urban/ Urban

0 10/4/47 72 0 12 $99,034 No $0 z_No z_F Masters Manager 23 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

72 0 10 $32,140 No

Yes z_F Masters Lawyer 48 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0 9/29/47 72 0 11

No $0 z_No M z_High School z_Blue Collar 53 Commercial $15,360 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 9/29/47 72 0 11

No

Yes z_F PhD 32 Commercial

Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

72 0 9

No

Yes M Bachelors Professional 39 Private $17,740 Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/27/47 72 0 10

No

Yes M PhD Home Maker 5 Private $10,810 Sports Car

1 $0 1 Highly Urban/ Urban

0

72 0 13

No

Yes z_F z_High School z_Blue Collar 55 Commercial $20,160 Minivan $7,888 2 $0 1 Highly Urban/ Urban

0 9/26/47 72 0 12

No $0 z_No z_F Masters Professional 43 Private $9,920 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 9/26/47 72 0 13

No

Yes z_F z_High School Home Maker 42 Private

z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 9/26/47 72 0 7 $33,560 No

Yes M z_High School Clerical 26 Commercial $10,060 Pickup

1 $0 9 Highly Urban/ Urban

0 9/26/47 72 0 12

No

Yes M Masters 29 Commercial $18,710 Van $5,866 3 $0 13 Highly Urban/ Urban

0

72 0 12 No z_No z_F Masters Lawyer 37 Private $15,650 Sports Car $7,428 2 $0 16 Highly Urban/ Urban

0

72 0 7

No

Yes M Bachelors Manager 15 Commercial $20,870 Van $0 0 $0 14 Highly Urban/ Urban

0

72 0 14

No

Yes M Bachelors Clerical 41 Private $14,720 Minivan $0 0 $0 13 Highly Urban/ Urban

0

72 0 16

No

Yes M Bachelors z_Blue Collar 61 Commercial $15,810 Minivan $5,171 2 $0 1 z_Highly Rural/ Rural

0

72 0 12

No

Yes z_F Masters 57 Commercial $18,360 Pickup $11,754 1 $0 Highly Urban/ Urban

0 9/19/47 72 0 11

No

Yes z_F Bachelors Manager 21 Private $11,090 Pickup $0 0 $0 9 Highly Urban/ Urban

0

72 0 8

No

z_No M PhD Manager 26 Commercial $17,570 Van $10,200 3

16 Highly Urban/ Urban

0 9/18/47 72 0 0 $0 No $0 Yes z_F z_High School Student 62 Commercial $19,240 Minivan $6,902 2

9 Highly Urban/ Urban

0

72 0 13

No

Yes M Masters 51 Commercial $6,700 Pickup $5,984 2

16 Highly Urban/ Urban

0

72 0 14

No

Yes M PhD Manager 33 Commercial $35,190 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

72 0 11

No

Yes z_F z_High School Manager 23 Private $13,150 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

72 0

No $0 z_No z_F PhD Lawyer 30 Private $17,390 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0

72 0 12 $125,625 No

Yes z_F Bachelors Manager 15 Private $20,120 Minivan $0 0 $0 10 Highly Urban/ Urban

0

72 0 9

No

Yes M Masters Manager 29 Private $23,490 Minivan $0 0 $0 Highly Urban/ Urban

0 9/6/47 72 0 8 $96,707 No

Yes M z_High School z_Blue Collar 32 Commercial $29,370 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

72 0 10

No

z_No z_F PhD Doctor 41 Private $22,480 Minivan $0 0 $0 10 Highly Urban/ Urban

0

72 0 14 No $0 z_No M Bachelors Manager 8 Private $14,440 Minivan

2 $0 8 Highly Urban/ Urban

0

72 0 10

No $0 z_No M z_High School Manager 34 Commercial

Panel Truck $3,176 1 $0 5 Highly Urban/ Urban

0 9/3/47 72 0 14

No

z_No M Masters Lawyer 16 Private $14,440 Minivan

3 $0 15 Highly Urban/ Urban

0 9/3/47 72 0 9

No

Yes z_F PhD Doctor 17 Private $15,610 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

72 0 5

No $0 z_No z_F Bachelors Manager 30 Private $17,930 Sports Car

1 $0 10 Highly Urban/ Urban

0 8/31/47 72 0 6

No $0 z_No M Masters Lawyer 22 Private $6,700 Minivan $0 0 $0 15 Highly Urban/ Urban

0

72 0 11

No $0 z_No z_F PhD 32 Commercial $35,980 Pickup $8,292 3 $0 12 Highly Urban/ Urban

0

72 0 13

No

z_No M Bachelors Manager 44 Private $15,730 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/26/47 72 0 14

No

Yes z_F Masters Lawyer 13 Private $23,260 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

72 0 0 $0 No $0 Yes M

0

72 0 10

No

Yes M PhD 37 Commercial $10,090 Pickup $0 0 $0 11 Highly Urban/ Urban

0

72 0 12

No

Yes M z_High School z_Blue Collar 44 Commercial $10,950 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

72 0 13

No

Yes M

0

72 0 13

No

Yes M Bachelors Professional 46 Commercial $26,630 Panel Truck

1 $5,399 15 Highly Urban/ Urban

0

72 0 14

No $251,642 Yes z_F Bachelors Manager 22 Private $9,290 z_SUV

2 $0 9 Highly Urban/ Urban

0

72 0 0 $0 No

z_No z_F z_High School Student 48 Commercial $9,280 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0 8/12/47 72 0 11

No

Yes z_F Masters Manager 19 Private $18,760 Minivan $0 0 $0 17 Highly Urban/ Urban

0 8/12/47 72 0 11 No $236,742 Yes z_F Masters Manager 19 Private $23,410 Pickup $0 0 $0 17 Highly Urban/ Urban

0

72 0 13

No

z_No M

0 8/10/47 72 0 13 No $163,285 z_No M

0

72 0 10 $5 No $0 z_No M Bachelors Student 38 Commercial $6,700 Pickup $4,824 3 $4,298 11 Highly Urban/ Urban

0

72 0 13 $59,496 No

Yes z_F Bachelors Professional 17 Private $14,070 Minivan $0 0 $0 14 Highly Urban/ Urban

0

72 0 12

No $0 z_No M Bachelors Professional 22 Commercial $18,660 Van $0 0 $0 10 Highly Urban/ Urban

0

72 0 11

No

z_No M PhD Doctor 36 Private $10,950 Minivan $0 0 $0 17 Highly Urban/ Urban

0

73 0 13

No

Yes z_F Masters Lawyer 29 Private $6,700 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 8/1/47 73 0 17

No

Yes M Masters Lawyer 41 Private $13,520 Minivan $0 0 $0 22 Highly Urban/ Urban

0 8/1/47 73 0 $152,004 No $406,183 Yes z_F Masters Lawyer 29 Private $21,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

73 0 10

No

Yes z_F Masters Lawyer 43 Private $13,290 z_SUV

1 $4,312 16 Highly Urban/ Urban

0 7/30/47 73 0 13

No

Yes z_F Masters Lawyer 51 Private $11,560 Minivan $0 0 $0 9 Highly Urban/ Urban

0

73 0 14

No

Yes z_F Bachelors Professional 16 Private $26,410 Minivan $0 0 $0 17 Highly Urban/ Urban

0 7/25/47 73 0 12 No Yes M Bachelors z_Blue Collar 30 Commercial

Van $0 0 $0 9 z_Highly Rural/ Rural

0

73 0 11

No

Yes M z_High School Clerical 69 Commercial $10,580 Pickup $1,552 2

10 Highly Urban/ Urban

0

73 0 10

No

z_No M Masters Lawyer 61 Private $8,840 Minivan $0 0 $0 13 Highly Urban/ Urban

0 7/19/47 73 0 0 $0 No

Yes M

0 7/19/47 73 0 10

No $0 z_No M Masters 33 Commercial $23,640 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

73 0 14

No Yes M z_High School Professional 41 Commercial $8,430 Pickup $0 0 $0 8 Highly Urban/ Urban

0 7/17/47 73 0 0 $0 No

z_No z_F Bachelors Home Maker 70 Private $15,070 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

73 0 10 No

Yes z_F Bachelors Professional 20 Commercial $19,930 Pickup $0 0 $0 13 Highly Urban/ Urban

0

73 0 6

No

Yes z_F Bachelors Professional 49 Commercial $17,360 Pickup $0 0 $0 14 Highly Urban/ Urban

0

73 0 10

No $0 z_No z_F z_High School Clerical 41 Private $14,860 z_SUV $0 0

1 Highly Urban/ Urban

0

73 0 14

No

Yes M z_High School Clerical 30 Commercial $11,860 Pickup $0 0 $0 9 z_Highly Rural/ Rural

0 7/6/47 73 0 11

No $0 z_No z_F Bachelors Manager 13 Private $21,650 Minivan $0 0 $0 10 Highly Urban/ Urban

0

73 0 12

No

z_No z_F Bachelors Professional 27 Private

z_SUV

1

1 Highly Urban/ Urban

0 7/5/47 73 0

No Yes z_F

0

73 0 13

No $0 z_No z_F PhD Manager 54 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0 7/4/47 73 0 14

No

Yes M Masters 26 Commercial

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

0

73 0

No $0 z_No z_F PhD Doctor 38 Private $13,410 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

73 0 12

No

z_No M z_High School Manager 30 Commercial $18,160 Van

3 $0 1 Highly Urban/ Urban

0

73 0 11

No

Yes z_F z_High School Clerical 43 Private $9,280 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

73 0 11

No

Yes M Bachelors Manager 20 Private $11,130 Minivan $0 0 $0 12 Highly Urban/ Urban

0 6/27/47 73 0

No

Yes M Bachelors Professional 39 Private $11,220 Pickup $0 0 $0 14 Highly Urban/ Urban

0

73 0 14

No $0 Yes M z_High School Student 20 Private $3,030 Minivan $6,796 2 $4,370 7 Highly Urban/ Urban

0 6/26/47 73 0 11

No

Yes z_F z_High School Clerical 68 Private $15,820 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 6/26/47 73 0

No $0 z_No M Masters Lawyer 8 Private $12,850 Minivan $1,304 1 $0 16 Highly Urban/ Urban

0 6/26/47 73 0 10

No $0 z_No z_F z_High School Home Maker 51 Private $16,850 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

73 0 12

No $0 z_No z_F PhD Lawyer 19 Private $6,700 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 6/25/47 73 0 13

No $0 z_No M Masters Manager 8 Commercial $19,170 Van

5 $0 11 Highly Urban/ Urban

0 6/25/47 73 0

No

Yes z_F Masters Lawyer 28 Private $11,350 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

73 0 8

No

z_No M Masters Lawyer 22 Private $18,100 Van $0 0 $0 13 Highly Urban/ Urban

0

73 0 14

No

Yes M PhD Doctor 26 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 6/22/47 73 0 13 No

Yes M Masters 68 Commercial $9,560 Pickup

1 $0 15 Highly Urban/ Urban

0

73 0 13

No

Yes M

0

73 0 10

No $0 z_No z_F Bachelors Manager 31 Private $20,580 Minivan $0 0 $0 11 Highly Urban/ Urban

0

73 0 9

No Yes z_F Masters Professional 31 Private $15,780 Minivan $0 0 $0 19 Highly Urban/ Urban

0

73 0 9

No

Yes M Bachelors z_Blue Collar 35 Commercial $26,270 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 6/17/47 73 0 16

No

Yes M Bachelors Manager 18 Commercial $20,250 Van

3 $0 13 Highly Urban/ Urban

0

73 0 14

No

Yes z_F Bachelors Professional 5 Commercial $22,490 Pickup $0 0 $0 7 Highly Urban/ Urban

0

73 0 9

No

z_No z_F Masters Manager 26 Private $18,910 Minivan $0 0 $0 12 Highly Urban/ Urban

0

73 0 14

No

Yes M Masters Lawyer 49 Private $9,460 Minivan $0 0 $0 10 Highly Urban/ Urban

0

73 0 14

No

Yes M Bachelors Manager 33 Private

Minivan $0 0 $0 12 Highly Urban/ Urban

0

73 0

No

Yes M Bachelors Professional 35 Private $15,780 Minivan $0 0 $0 7 Highly Urban/ Urban

0

73 0 9

No

z_No z_F Bachelors z_Blue Collar 36 Commercial $15,120 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 6/6/47 73 0 14

No

Yes M PhD Doctor 53 Private $15,110 Minivan

2 $0 Highly Urban/ Urban

0 6/6/47 73 0 16

No

Yes M z_High School z_Blue Collar 31 Commercial $18,390 Minivan

3 $0 9 Highly Urban/ Urban

0 6/6/47 73 0 13

No

Yes M $5,243

3 $0 1 Highly Urban/ Urban

0

73 0 10

No

Yes M PhD Home Maker 5 Private $11,320 Pickup $0 0 $0 18 Highly Urban/ Urban

0

73 0 11 No $0 z_No M PhD Manager 35 Commercial $23,320 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0

73 0 14

No

Yes M z_High School Professional 33 Private $11,180 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 5/28/47 73 0 14 $33,255 No $185,460 Yes M z_High School Professional 61 Private $10,030 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

73 0 13

No Yes z_F Masters Manager 28 Private $10,160 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

73 0 8

No

Yes z_F Masters Lawyer 78 Private $14,350 z_SUV $0 0

16 Highly Urban/ Urban

0

73 0 13

No $0 z_No z_F Masters 45 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

73 0 0 $0 No

Yes z_F z_High School Home Maker 22 Private

z_SUV $7,070 1

10 Highly Urban/ Urban

0 5/24/47 73 0 13

No

Yes M Bachelors z_Blue Collar 13 Commercial $14,670 Minivan $0 0 $0 11 Highly Urban/ Urban

0

73 0 0 No $0 Yes z_F z_High School Student 22 Private $1,500 Sports Car $0 0 $3,079 7 Highly Urban/ Urban

0

73 0 9

No

Yes M z_High School Professional 5 Commercial $26,650 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

73 0 12 $78,609 No

z_No M Bachelors Professional 37 Private $18,910 Van $0 0 $0 11 z_Highly Rural/ Rural

0 5/20/47 73 0 13

No

Yes M

1 $0 1 Highly Urban/ Urban

0 5/20/47 73 0 15

No $173,894 Yes M Bachelors Professional 8 Private $7,390 Pickup

2 $0 9 Highly Urban/ Urban

0 5/20/47 73 0 12 $78,609 No $281,358 z_No M Bachelors Professional 37 Private $17,520 Van $0 0 $0 11 z_Highly Rural/ Rural

0

73 0 15

No

Yes M

0 5/19/47 73 0 15 No $164,119 Yes M $5,087

3 $0 7 z_Highly Rural/ Rural

0

73 0 3

No

Yes M PhD Doctor 25 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

1 5/18/47 73 1

Yes

z_No z_F Bachelors Professional 44 Commercial

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

73 0 12 $24,590 No

Yes M z_High School z_Blue Collar 59 Commercial $10,350 Minivan

1 $0 Highly Urban/ Urban

0 5/15/47 73 0 8

No $175,392 Yes M

0 5/15/47 73 0 12 No $0 z_No M z_High School z_Blue Collar 30 Commercial $25,720 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 5/15/47 73 0 17

No Yes z_F PhD 33 Commercial

Van $1,482 2 $0 Highly Urban/ Urban

0

73 0 11

No

Yes z_F Masters Lawyer 12 Private $17,610 Minivan $0 0 $0 Highly Urban/ Urban

0 5/14/47 73 0 12

No

Yes z_F Bachelors z_Blue Collar 28 Commercial $17,280 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 5/14/47 73 0 13 $41,137 No Yes M Masters Professional 47 Private $15,770 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 5/14/47 73 0 13 $41,137 No Yes M Masters Professional 49 Private $14,080 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 5/14/47 73 0 13 No Yes M Masters Professional 26 Private $12,160 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 5/14/47 73 0 13

No

Yes z_F z_High School Clerical 26 Private $7,100 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

73 0

No $0 z_No M Bachelors Clerical 36 Private $10,300 Pickup $5,236 2 $3,587 Highly Urban/ Urban

0 5/11/47 73 0 No z_No M Bachelors Clerical 36 Commercial $22,590 Panel Truck $0 0

Highly Urban/ Urban

0

73 0 14 No Yes z_F Bachelors Professional 18 Private $12,720 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

73 0 8

No

Yes z_F Bachelors Professional 37 Private $1,500 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 5/7/47 73 0 13 No

Yes M Masters 28 Commercial $16,530 Van

1

11 Highly Urban/ Urban

0

73 0 14 $25,835 No

Yes z_F z_High School Clerical 53 Private $11,340 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 5/5/47 73 0 14

No

Yes z_F Masters Lawyer 47 Private $12,120 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

73 0 11

No

z_No z_F Bachelors Clerical 32 Private $5,640 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

73 0 9

No

z_No z_F Masters 35 Commercial $17,860 Pickup

3 $5,065 19 Highly Urban/ Urban

0

73 0 13

No

Yes M Bachelors Manager 32 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0 5/1/47 73 0 10

No

Yes z_F Masters Lawyer 24 Private $12,900 z_SUV $0 0 $0 23 Highly Urban/ Urban

0

73 0 16

No

Yes z_F z_High School z_Blue Collar 5 Private $7,270 z_SUV $6,217 1 $0 1 Highly Urban/ Urban

0

73 0

No Yes M PhD 42 Commercial $20,920 Van $0 0 $0 15 Highly Urban/ Urban

0 4/27/47 73 0 10

No $0 z_No M z_High School Student 21 Private $7,110 Pickup $0 0 $0 8 Highly Urban/ Urban

0

73 1 11

Yes $0 z_No z_F z_High School z_Blue Collar 28 Commercial $15,210 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

73 0 6

No $0 z_No M Bachelors z_Blue Collar 23 Commercial $18,210 Van $7,619 1

1 Highly Urban/ Urban

0

73 0 7

No

Yes M $8,882

3

5 Highly Urban/ Urban

0 4/23/47 73 0 7 $64,014 No $244,863 Yes M

0

73 0 12

No $0 z_No M z_High School z_Blue Collar 61 Commercial $22,280 Minivan $0 0 $0 12 Highly Urban/ Urban

0 4/21/47 73 0 14

No $117,398 z_No z_F $26,920

z_SUV $0 0

7 Highly Urban/ Urban

0

73 0 12

No

Yes z_F Bachelors Professional 34 Private $33,440 Pickup $0 0 $0 6 Highly Urban/ Urban

0 4/20/47 73 0 10

No $0 z_No M Masters 43 Commercial $23,650 Panel Truck $0 0 $11,770 9 Highly Urban/ Urban

0

73 0 11

No

z_No z_F PhD Doctor 53 Private $17,080 Minivan $0 0 $0 11 Highly Urban/ Urban

0

73 0 11

No $0 z_No z_F $1,606

2

6 Highly Urban/ Urban

0 4/18/47 73 0 11 $12,169 No $0 z_No z_F $52,465

1 $0 4 Highly Urban/ Urban

0

73 0 $70,232 No

Yes z_F z_High School z_Blue Collar 33 Commercial $13,750 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 4/14/47 73 0 8

No

z_No z_F PhD Manager 23 Private $8,470 z_SUV $0 0 $0 Highly Urban/ Urban

0 4/14/47 73 0 12

No

z_No z_F Bachelors Professional 5 Private $12,840 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

73 0 9

No

z_No z_F PhD Manager 10 Private $19,630 Pickup $0 0 $0 10 Highly Urban/ Urban

0 4/13/47 73 0 11

No

z_No z_F Masters Lawyer 17 Private $10,660 z_SUV $5,029 3 $0 18 Highly Urban/ Urban

0 4/13/47 73 0 13

No

z_No M Bachelors Manager 43 Commercial $23,340 Panel Truck $4,749 3 $0 10 Highly Urban/ Urban

0 4/13/47 73 0 9 $138,004 No $343,853 z_No z_F PhD Manager 10 Private $27,310 Minivan $0 0 $0 10 Highly Urban/ Urban

0

73 0 14

No

Yes z_F Masters Manager 22 Private $11,900 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 4/8/47 73 0 9

No

Yes M z_High School z_Blue Collar 50 Commercial $22,480 Van $1,105 3 $2,996 1 Highly Urban/ Urban

0

73 0 10

No Yes M Masters Lawyer 29 Private $17,400 Van $0 0 $0 14 Highly Urban/ Urban

0

73 0 13

No $0 z_No M Masters Lawyer 20 Private $6,700 Pickup

2 $0 14 Highly Urban/ Urban

0

73 0 8

No

Yes z_F Bachelors Professional 27 Private $24,160 Minivan $0 0 $0 5 Highly Urban/ Urban

0 4/1/47 73 0 12

No Yes z_F Masters Lawyer 21 Private $28,700 Minivan $0 0 $0 10 Highly Urban/ Urban

0 4/1/47 73 0 0 $0 No $0 z_No z_F z_High School Student 26 Commercial $6,700 z_SUV $4,549 2

1 Highly Urban/ Urban

0

73 0 7 $56,626 No

Yes M Bachelors z_Blue Collar 62 Commercial $21,920 Minivan $0 0 $0 1 Highly Urban/ Urban

0

73 0 8

No $0 z_No M PhD 40 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

73 0 12

No $0 z_No M $19,685

3

1 Highly Urban/ Urban

0

73 0 7

No $0 z_No M Bachelors z_Blue Collar 34 Commercial $6,700 Pickup $5,524 2

16 Highly Urban/ Urban

0

73 0 11

No $0 z_No z_F Masters Manager 65 Private $16,940 Minivan $0 0 $2,489 17 Highly Urban/ Urban

0 3/23/47 73 0 10

No $0 z_No M Bachelors z_Blue Collar 45 Commercial $12,580 Minivan

3 $0 5 Highly Urban/ Urban

0 3/23/47 73 0 10 No $0 z_No M Bachelors z_Blue Collar 45 Commercial $20,750 Van $0 0

5 Highly Urban/ Urban

0

73 0 9

No

Yes M $1,086

2 $0 5 Highly Urban/ Urban

0 3/19/47 73 0 11

No $0 z_No z_F Bachelors z_Blue Collar 5 Commercial $14,530 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

73 0 10

No $0 z_No M $1,145

1 Highly Urban/ Urban

0

73 0 15

No Yes z_F Masters Manager 20 Private $8,950 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 3/14/47 73 0 15

No

Yes M Bachelors Manager 31 Private

Van $0 0 $0 1 Highly Urban/ Urban

0 3/14/47 73 0 15 $74,468 No Yes z_F Masters Manager 20 Private $26,470 Minivan $0 0 $0 16 Highly Urban/ Urban

0

73 0 14

No

z_No M PhD 38 Commercial

Panel Truck

4 $0 13 Highly Urban/ Urban

0

73 0 0 $0 No Yes z_F PhD Home Maker 64 Private $6,700 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

73 0 16

No

z_No M Bachelors Professional 44 Private $19,540 Minivan $0 0 $0 11 Highly Urban/ Urban

0

73 0 12

No $0 z_No M PhD 33 Commercial

Panel Truck $0 0

14 Highly Urban/ Urban

0

73 0 14

No

Yes M Bachelors z_Blue Collar 26 Commercial

Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

73 0 12

No

Yes M z_High School z_Blue Collar 44 Commercial $12,000 Minivan

3 $0 1 z_Highly Rural/ Rural

0

73 0 12

No $0 z_No z_F Masters Lawyer 16 Private $13,660 Minivan $0 0 $0 26 Highly Urban/ Urban

0 3/1/47 73 0 12

No $224,539 z_No M Bachelors Professional 35 Commercial $23,750 Panel Truck $0 0 $0 Highly Urban/ Urban

0 3/1/47 73 0 12 $143,073 No

Yes z_F Bachelors Professional 29 Private

Minivan

2 $0 10 Highly Urban/ Urban

0 3/1/47 73 0 12 $143,073 No $404,124 Yes z_F Bachelors Professional 30 Private $16,930 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/27/47 73 0 11

No

Yes z_F z_High School Clerical 64 Private $19,400 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 2/26/47 73 0 12

No

z_No M z_High School z_Blue Collar 26 Commercial $28,200 Panel Truck $0 0 $0 Highly Urban/ Urban

0 2/23/47 73 0 16

No

Yes M z_High School z_Blue Collar 10 Commercial $37,360 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 2/21/47 73 0 13

No z_No z_F Masters Lawyer 27 Private $13,000 Sports Car $0 0 $0 12 Highly Urban/ Urban

0 2/20/47 73 0

No

Yes M Bachelors Professional 31 Private $16,050 Minivan $0 0 $0 8 Highly Urban/ Urban

0

73 0 13

No

Yes z_F z_High School Clerical 23 Private $21,250 Minivan $30,910 2 $0 1 Highly Urban/ Urban

0 2/19/47 73 0 7

No Yes M Masters Manager 15 Commercial $16,760 Van $0 0 $0 1 Highly Urban/ Urban

0 2/19/47 73 0 13 $43,393 No $202,835 Yes z_F z_High School Clerical 23 Private $11,040 z_SUV

2 $0 1 Highly Urban/ Urban

0 2/19/47 73 0 13 $43,393 No Yes z_F z_High School Clerical 23 Private $12,890 z_SUV

3

1 Highly Urban/ Urban

0 2/17/47 73 0 11

No

z_No M PhD Doctor 11 Private $10,600 Pickup $0 0 $0 14 Highly Urban/ Urban

0

73 0 3

No $258,898 z_No M Masters Manager 32 Private $13,900 Minivan $0 0 $0 16 Highly Urban/ Urban

0 2/15/47 73 0 11

No

z_No M Masters Lawyer 50 Private $2,250 Minivan

4 $0 Highly Urban/ Urban

0

73 0 7

No

Yes z_F Masters Lawyer 33 Private

Sports Car $0 0 $6,597 14 Highly Urban/ Urban

0 2/11/47 73 0 10

No $0 z_No M Bachelors z_Blue Collar 36 Commercial $16,750 Van $0 0 $0 10 z_Highly Rural/ Rural

0

73 0 13 $3,079 No

z_No z_F

0 2/8/47 73 0 14

No

Yes M PhD 28 Commercial $26,740 Panel Truck $3,432 3 $0 15 Highly Urban/ Urban

0 2/8/47 73 0 13

No

z_No M

1 Highly Urban/ Urban

0 2/7/47 73 0 11

No Yes M

0 2/5/47 73 0 6

No $0 z_No z_F z_High School Manager 28 Private $8,920 Sports Car $7,035 1 $0 12 Highly Urban/ Urban

0

73 0 8

No

Yes M Masters Manager 34 Private $22,360 Minivan $0 0 $0 11 Highly Urban/ Urban

0

73 0 9

No

z_No M Masters Professional 66 Commercial $21,620 Van $0 0

7 Highly Urban/ Urban

0 1/30/47 73 0 13 No $0 z_No z_F Masters Lawyer 23 Private

z_SUV $1,474 2 $0 13 Highly Urban/ Urban

0 1/29/47 73 0 12

No

Yes M PhD Doctor 34 Private $20,900 Van

2 $0 22 Highly Urban/ Urban

0 1/29/47 73 0 12

No

z_No M z_High School Manager 30 Private $13,020 Minivan

3 $0 6 Highly Urban/ Urban

0 1/29/47 73 1 14 $63,936 No

Yes z_F z_High School z_Blue Collar 34 Commercial $27,240 Pickup $0 0 $0 1 Highly Urban/ Urban

0 1/28/47 73 0 11

No

Yes M Masters 24 Commercial $12,200 Pickup

3 $4,408 12 Highly Urban/ Urban

0

73 0 12

No

Yes z_F PhD Professional 52 Private $22,050 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

73 0 12

No

z_No M Bachelors z_Blue Collar 19 Commercial $9,800 Minivan

3 $3,780 11 Highly Urban/ Urban

0 1/22/47 73 0 11

No $0 z_No M z_High School z_Blue Collar 34 Commercial $20,920 Van $5,949 1 $0 1 Highly Urban/ Urban

0

73 0 8

No

Yes M Masters Lawyer 14 Private $13,630 Minivan $0 0 $0 17 Highly Urban/ Urban

0

73 0 13

No

Yes M Masters Manager 24 Commercial $21,670 Van $0 0 $5,908 10 Highly Urban/ Urban

0

73 0 7

No

z_No z_F Bachelors Professional 35 Commercial

Van $0 0 $0 9 Highly Urban/ Urban

0 1/18/47 73 0 12

No $0 z_No z_F z_High School Home Maker 22 Private $26,900 z_SUV $0 0

1 Highly Urban/ Urban

0 1/18/47 73 0 13

No $0 Yes z_F z_High School Home Maker 40 Private $1,670 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/17/47 73 0 16 $24,575 No

Yes M

0 1/16/47 73 0 9

No

Yes M

1 $0 5 Highly Urban/ Urban

0

73 0 13

No $0 z_No z_F PhD Doctor 21 Private

Van $0 0 $0 10 Highly Urban/ Urban

0 1/14/47 73 0 13

No

Yes z_F z_High School Clerical 36 Private $12,140 Sports Car $3,982 2 $0 1 Highly Urban/ Urban

0 1/12/47 73 0 11

No z_No M z_High School Professional 24 Private $14,120 Minivan

1 $0 10 Highly Urban/ Urban

0 1/11/47 73 0 7

No

z_No M Masters Professional 33 Commercial $6,700 Pickup

2 $0 19 Highly Urban/ Urban

0 1/10/47 73 0 11 $5,109 No $0 z_No z_F z_High School Home Maker 5 Private

Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0 1/10/47 73 0 0 $0 No

z_No z_F z_High School Home Maker 48 Private $17,620 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

73 0 12

No

Yes M z_High School Clerical 39 Private $6,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/9/47 73 0 14

No

Yes z_F Masters Professional 68 Private $16,820 z_SUV $0 0 $0 21 z_Highly Rural/ Rural

0 1/8/47 73 0 12

No

Yes z_F Masters Lawyer 29 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 1/7/47 73 0 10

No

z_No z_F Bachelors Professional 59 Private $9,400 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 1/6/47 73 0 11

No

z_No M Bachelors Manager 38 Commercial $20,630 Van $2,088 4 $0 9 Highly Urban/ Urban

0 1/6/47 73 0 11

No

z_No z_F Bachelors z_Blue Collar 25 Commercial $14,880 z_SUV $0 0 $4,582 1 Highly Urban/ Urban

0 1/5/47 73 0 7 $1,423 No

z_No z_F z_High School Home Maker 31 Private $6,700 z_SUV $6,208 4 $0 8 Highly Urban/ Urban

0 1/4/47 73 0 11

No

Yes z_F Masters Manager 40 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

73 0 11

No

Yes M Bachelors z_Blue Collar 41 Commercial

Panel Truck $0 0 $934 9 Highly Urban/ Urban

0

73 0 8

No

Yes M Bachelors Clerical 21 Commercial $30,390 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0

73 0

No

Yes M Masters Lawyer 52 Private $6,700 Pickup $0 0 $0 z_Highly Rural/ Rural

0

73 0 14

No

Yes M PhD Doctor 58 Private

Minivan $8,292 1 $0 15 Highly Urban/ Urban

0 12/23/46 73 0 6

No $0 z_No z_F

0 12/23/46 73 0 13

No

Yes M Masters 19 Commercial $18,630 Van $0 0 $0 15 Highly Urban/ Urban

0

73 0 8

No

Yes M Bachelors Professional 46 Private $19,660 Minivan $0 0 $0 12 Highly Urban/ Urban

0

73 0 6

No

Yes z_F Masters Lawyer 43 Private $6,700 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

0 12/19/46 73 0 6 $147,666 No $405,910 Yes z_F Masters Lawyer 43 Private $21,530 Minivan $0 0 $0 17 z_Highly Rural/ Rural

0

73 0 14

No

Yes M Masters 51 Commercial $17,280 Van $0 0 $1,748 18 Highly Urban/ Urban

0

73 0 13

No

Yes z_F Masters Lawyer 35 Private

Van $0 0 $0 10 Highly Urban/ Urban

0 12/17/46 73 0 13

No $0 z_No z_F z_High School Home Maker 45 Private $19,420 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0 12/17/46 73 1 15 $31,519 Yes $0 z_No M z_High School Clerical 33 Private $9,850 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

73 0 10

No

Yes z_F PhD Manager 33 Private

z_SUV $0 0 $0 18 Highly Urban/ Urban

0 12/15/46 73 0 15

No

z_No M z_High School z_Blue Collar 15 Commercial

Van $0 0 $531 9 Highly Urban/ Urban

0

73 0 9

No z_No M Bachelors Manager 10 Private $20,310 Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/13/46 73 0 9 $65,529 No z_No M Bachelors Manager 10 Private $14,530 Minivan $0 0 $0 9 Highly Urban/ Urban

0 12/13/46 73 0 14 No

Yes z_F z_High School z_Blue Collar 10 Commercial $9,730 z_SUV $0 0 $5,950 11 Highly Urban/ Urban

0

73 0 13

No

z_No M Masters Manager 42 Private $18,760 Van $5,372 3 $0 10 Highly Urban/ Urban

0 12/11/46 73 0 0 $0 No $0 z_No z_F PhD Home Maker 41 Private $6,400 Sports Car

4

11 Highly Urban/ Urban

0 12/11/46 73 0 13

No

z_No M z_High School z_Blue Collar 26 Commercial $20,060 Van $0 0 $0 12 z_Highly Rural/ Rural

0

73 0 10

No $0 z_No z_F Masters Professional 26 Private $15,820 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0 12/9/46 73 0 14

No

Yes M Masters 32 Commercial $30,130 Panel Truck

3 $0 1 Highly Urban/ Urban

0 12/9/46 73 0 13

No

Yes M Masters Manager 27 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0

73 0 3 $59,233 No

Yes M Bachelors Manager 56 Private $17,450 Van

3 $0 9 Highly Urban/ Urban

0 12/8/46 73 0 13 $7,079 No

Yes z_F

0

73 0 10

No

z_No M z_High School Clerical 22 Commercial $10,680 Pickup $28,621 1

Highly Urban/ Urban

0 12/5/46 73 0 10

No $156,362 Yes M z_High School z_Blue Collar 25 Commercial $11,630 Pickup $3,764 2 $0 6 Highly Urban/ Urban

0 12/5/46 73 0 15

No

Yes M

0

73 0 11

No

Yes z_F z_High School z_Blue Collar 56 Commercial $6,700 z_SUV $4,235 3

1 Highly Urban/ Urban

0 12/2/46 73 0 8

No

Yes M z_High School z_Blue Collar 31 Commercial $24,780 Panel Truck $0 0 $0 8 Highly Urban/ Urban

0 12/2/46 73 0 11

No

Yes M Bachelors Manager 22 Commercial

Panel Truck $11,193 4 $0 14 Highly Urban/ Urban

0

73 0 9

No

Yes z_F Bachelors Professional 11 Private $26,010 Minivan $0 0 $5,250 7 Highly Urban/ Urban

0

73 0 12

No

Yes M PhD Manager 9 Commercial $10,110 Pickup $0 0 $0 4 Highly Urban/ Urban

0

73 0 15

No

Yes z_F z_High School z_Blue Collar 21 Commercial $28,390 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 11/25/46 73 0 13

No Yes M z_High School z_Blue Collar 25 Commercial $9,710 Minivan

2 $0 1 Highly Urban/ Urban

0

73 0 7

No

Yes M z_High School Professional 13 Commercial $27,520 Panel Truck $0 0 $4,174 1 Highly Urban/ Urban

0 11/24/46 73 0 7 $73,574 No $224,049 Yes M z_High School Professional 43 Private $6,700 Pickup $1,496 3 $0 1 Highly Urban/ Urban

0

73 0 15

No

Yes M Bachelors z_Blue Collar 40 Private

Van

4 $0 10 Highly Urban/ Urban

0

73 0 13

No $0 z_No M Masters 39 Commercial

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

0

73 0 11 $19,421 No $0 z_No z_F

0

73 0 8

No

Yes M Masters Manager 17 Commercial $6,800 Pickup $0 0 $0 9 Highly Urban/ Urban

0

73 0 12

No

Yes z_F Masters Lawyer 38 Private $6,040 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 11/16/46 73 0 11

No

z_No z_F PhD Lawyer 42 Private $26,500 Pickup $0 0 $0 20 Highly Urban/ Urban

0

73 0 8

No

z_No z_F Bachelors Clerical 30 Private $12,380 z_SUV

3 $0 9 Highly Urban/ Urban

0

73 0 15

No

Yes M z_High School z_Blue Collar 70 Commercial $12,370 Minivan $0 0 $3,231 1 Highly Urban/ Urban

0

73 0 12

No

z_No M z_High School z_Blue Collar 43 Commercial

Panel Truck $0 0

1 Highly Urban/ Urban

0

73 0 11

No $0 z_No M z_High School Professional 10 Private $1,500 Minivan $3,685 2 $0 1 Highly Urban/ Urban

0 11/8/46 73 0 6

No $0 z_No z_F PhD Doctor 32 Private $16,810 Sports Car $0 0

11 Highly Urban/ Urban

0

73 0 14

No

Yes M z_High School Manager 11 Private $10,710 Pickup $0 0 $0 10 Highly Urban/ Urban

0 11/7/46 73 0

No

Yes z_F PhD Home Maker 57 Private $13,130 z_SUV $0 0 $0 17 z_Highly Rural/ Rural

0

73 0 11 $27,045 No

Yes M Bachelors Clerical 54 Commercial $6,800 Pickup

3 $2,439 7 Highly Urban/ Urban

0

73 0 12

No

Yes M Masters 31 Commercial $16,850 Van

1

1 Highly Urban/ Urban

0

73 0 9

No

Yes M z_High School Home Maker 32 Private $8,930 Pickup $0 0 $0 z_Highly Rural/ Rural

0 11/4/46 73 0 0 $0 No $0 z_No M z_High School Student 47 Commercial $30,050 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

73 0 13

No

Yes z_F

0

73 0 15

No

z_No M Masters Manager 14 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

0

73 0 12

No $0 z_No M Bachelors z_Blue Collar 78 Commercial $6,800 Pickup $0 0 $0 1 Highly Urban/ Urban

0 10/30/46 73 0 12 $72,537 No $0 z_No M Bachelors z_Blue Collar 23 Commercial $18,880 Van $0 0 $6,804 1 Highly Urban/ Urban

0 10/30/46 73 0 6

No

Yes z_F PhD Doctor 10 Private $6,800 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

73 0 2

No $0 z_No z_F Masters Lawyer 43 Private

z_SUV

1 $0 19 Highly Urban/ Urban

0 10/29/46 73 0 7

No

Yes M

0

73 0 11

No

Yes z_F z_High School z_Blue Collar 32 Commercial $1,670 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

73 0 6

No

Yes M z_High School z_Blue Collar 30 Commercial $22,800 Panel Truck $0 0

1 Highly Urban/ Urban

0

73 0 7

No $0 z_No M Bachelors Professional 42 Private $16,690 Van $0 0 $0 12 Highly Urban/ Urban

0 10/26/46 73 0

No

Yes M Masters Manager 50 Commercial $16,260 Van $0 0 $0 Highly Urban/ Urban

0

73 0 14

No

Yes z_F z_High School z_Blue Collar 23 Commercial $13,760 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0

73 1 13

No

Yes M Bachelors z_Blue Collar 52 Commercial $16,940 Van

1 $0 11 Highly Urban/ Urban

0 10/20/46 73 0 0 $0 No $0 z_No z_F Masters Home Maker 28 Private $16,530 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

73 0 7

No

Yes z_F z_High School Professional 5 Private $10,270 z_SUV $0 0 $0 Highly Urban/ Urban

0 10/18/46 73 1 8

No

Yes M Bachelors Professional 41 Commercial $22,830 Panel Truck

4 $0 9 Highly Urban/ Urban

0

73 0 10

No

Yes M PhD Doctor 20 Private $21,370 Minivan $0 0 $0 11 Highly Urban/ Urban

0 10/17/46 73 0 12

No $0 z_No M z_High School Professional 33 Commercial

Panel Truck $4,099 1 $0 1 Highly Urban/ Urban

0

73 0 14

No

Yes M Masters Lawyer 44 Private $12,380 Minivan $0 0 $0 12 Highly Urban/ Urban

0 10/15/46 73 0 13

No

Yes z_F Bachelors Manager 54 Commercial $24,930 Pickup $0 0 $0 7 Highly Urban/ Urban

0 10/15/46 73 0 7 $45,623 No

Yes M Masters Manager 47 Commercial

Pickup $5,442 2 $0 13 Highly Urban/ Urban

0 10/15/46 73 0 13

No

Yes M $10,345

2 $1,538 1 Highly Urban/ Urban

0

73 0 11

No

Yes M PhD 10 Commercial $17,030 Van $0 0 $0 19 z_Highly Rural/ Rural

0

73 0 13

No $0 z_No z_F z_High School Clerical 21 Private $21,770 Minivan $1,105 2 $0 1 Highly Urban/ Urban

0 10/13/46 73 0 13 $35,516 No $0 z_No z_F z_High School Clerical 42 Private $19,780 Minivan $0 0 $0 1 Highly Urban/ Urban

0

73 0

No $0 z_No M $21,606

1 $3,352 1 Highly Urban/ Urban

0

73 0 17

No $0 z_No M Masters 24 Commercial $9,650 Pickup $0 0 $0 19 Highly Urban/ Urban

0 10/10/46 73 0 10

No

Yes z_F Masters Lawyer 22 Private

Minivan $0 0 $0 26 z_Highly Rural/ Rural

0

73 0 10

No

Yes M Masters Professional 19 Private $1,500 Minivan $0 0 $0 13 Highly Urban/ Urban

0 10/7/46 73 0 5

No $0 z_No z_F PhD 25 Commercial $29,330 Van $0 0 $0 16 Highly Urban/ Urban

0 10/7/46 73 0 14

No

Yes M z_High School Professional 39 Private $11,400 Pickup $0 0 $0 6 Highly Urban/ Urban

0

73 0 9

No

Yes z_F Masters Home Maker 39 Private $6,800 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

73 0 11

No

Yes M z_High School z_Blue Collar 5 Commercial $19,330 Van

1 $3,611 8 Highly Urban/ Urban

0

73 0 16

No

Yes M Bachelors Professional 5 Commercial $30,810 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

73 0 0 $0 No

Yes M Masters Professional 45 Private $6,800 Minivan $0 0 $0 24 Highly Urban/ Urban

0 9/30/46 73 0

No

Yes z_F Bachelors z_Blue Collar 51 Commercial $32,260 Minivan

2 $0 13 Highly Urban/ Urban

0 9/30/46 73 0 11

No $0 z_No M z_High School z_Blue Collar 14 Commercial $13,970 Minivan $0 0 $0 10 Highly Urban/ Urban

0

73 0 12 $67,189 No $0 z_No M Masters 26 Commercial $6,800 Pickup $4,558 2 $0 18 Highly Urban/ Urban

0

73 0 12

No

Yes M Masters 58 Commercial

Panel Truck

3 $0 17 Highly Urban/ Urban

0

73 0 12

No

z_No z_F Masters Lawyer 56 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

73 0 8

No $0 z_No z_F z_High School Clerical 48 Private $24,600 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 9/24/46 73 0

No

Yes z_F PhD Home Maker 54 Private $22,880 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0

73 0 15

No

Yes z_F Masters Manager 63 Private

Minivan

4 $0 10 Highly Urban/ Urban

0 9/23/46 73 0 14

No

Yes M PhD Doctor 59 Private $17,740 Van $0 0 $0 3 Highly Urban/ Urban

0

73 0 10

No $0 z_No M Bachelors Clerical 42 Commercial $22,730 Panel Truck

2 $0 13 Highly Urban/ Urban

0

73 0 15 $107,636 No Yes M Bachelors Professional 16 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0

73 0 13

No

Yes z_F Bachelors z_Blue Collar 58 Commercial $20,990 Sports Car

2 $3,408 9 Highly Urban/ Urban

0 9/19/46 73 0 15

No $0 z_No z_F z_High School Professional 73 Private $16,080 z_SUV

1

1 Highly Urban/ Urban

0

73 0 7

No

Yes M PhD Doctor 22 Private $21,440 Van

2 $0 13 Highly Urban/ Urban

0 9/18/46 73 0 7

No $0 z_No M Masters Lawyer 10 Private $22,920 Minivan $0 0 $0 13 Highly Urban/ Urban

0 9/18/46 73 0 14

No

Yes z_F z_High School z_Blue Collar 20 Commercial $13,550 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 9/18/46 73 0 13

No

Yes z_F PhD Manager 24 Private $6,800 z_SUV $5,854 1 $0 16 Highly Urban/ Urban

0

73 0 12

No

Yes M Bachelors z_Blue Collar 29 Commercial $10,670 Minivan $0 0 $0 1 Highly Urban/ Urban

0 9/10/46 73 0 12

No $0 z_No z_F PhD Home Maker 26 Private $11,970 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

73 0 16

No

Yes M PhD Doctor 48 Private $28,850 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/9/46 73 0 0 $0 No

Yes z_F Bachelors Home Maker 27 Private $16,000 Pickup $0 0 $0 8 Highly Urban/ Urban

0

73 0 9

No $0 z_No M z_High School Student 35 Commercial $8,930 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

73 0 15

No

Yes z_F Bachelors Manager 36 Private $9,930 z_SUV $0 0 $6,693 5 Highly Urban/ Urban

0 9/7/46 73 0 13

No

Yes M PhD Manager 22 Private $13,850 Minivan $0 0 $0 15 Highly Urban/ Urban

0 9/7/46 73 0 15

No

Yes M PhD 35 Commercial $22,860 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

73 0 12

No $0 z_No M Bachelors z_Blue Collar 37 Commercial $18,240 Van $0 0 $0 12 Highly Urban/ Urban

1 9/6/46 73 1 16

No

Yes M Masters Lawyer 45 Private $6,710 Pickup $3,850 4

11 Highly Urban/ Urban

0

73 2 10 No

Yes M Masters 29 Commercial

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

0

73 0 12

No

z_No M PhD 5 Commercial $27,300 Panel Truck

2 $0 12 Highly Urban/ Urban

0

73 0 13 No

Yes M PhD 38 Commercial $24,280 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0 9/3/46 73 0 13

No

Yes z_F z_High School Manager 5 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/3/46 73 0 9

No

Yes z_F Bachelors Manager 25 Private $6,800 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

73 0 14

No

Yes z_F z_High School z_Blue Collar 20 Commercial $26,400 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/2/46 73 0 14 $107,394 No $318,906 Yes z_F z_High School z_Blue Collar 20 Commercial $17,540 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

73 0 13

No $0 z_No M Bachelors Manager 28 Commercial $6,800 Pickup $0 0 $0 11 Highly Urban/ Urban

0

73 0 0 $0 No

Yes z_F z_High School Home Maker 6 Private $15,440 z_SUV

1 $0 1 Highly Urban/ Urban

0 8/30/46 73 0 0 $0 No $66,839 Yes z_F z_High School Home Maker 6 Private $6,800 Sports Car $0 0 $1,911 1 Highly Urban/ Urban

0 8/30/46 73 0 0 $0 No

z_No z_F $8,131

6 Highly Urban/ Urban

0

73 0 5

No $0 z_No M PhD Manager 10 Commercial

Panel Truck $4,900 3 $0 9 Highly Urban/ Urban

0 8/28/46 73 0 5 $183,296 No $0 z_No M PhD Manager 21 Private $7,330 Minivan $5,274 1 $0 Highly Urban/ Urban

0 8/28/46 73 0 5 $183,296 No $0 z_No M PhD Manager 10 Private

Minivan $0 0 $0 Highly Urban/ Urban

0 8/28/46 73 0 11

No

z_No M PhD 23 Commercial $24,680 Panel Truck $0 0 $0 12 Highly Urban/ Urban

1

73 1 11

Yes $0 z_No z_F z_High School Student 48 Commercial $16,720 z_SUV

3 $6,685 10 Highly Urban/ Urban

0 8/26/46 73 0 0 $0 No

Yes z_F z_High School Home Maker 56 Private $1,500 z_SUV $0 0 $2,986 1 Highly Urban/ Urban

0

73 0 6

No

Yes M PhD Manager 24 Private $14,870 Minivan $0 0 $0 13 Highly Urban/ Urban

0

73 0 14

No

Yes M Bachelors Manager 41 Private $21,920 Van $0 0 $0 Highly Urban/ Urban

0

73 0 11

No z_No z_F Masters Lawyer 21 Private $20,220 Pickup

1 $0 13 Highly Urban/ Urban

0

73 0 11

No $0 z_No z_F Masters Lawyer 39 Private $18,780 Pickup $0 0 $0 11 Highly Urban/ Urban

1

73 1 16

No

Yes M z_High School Clerical 29 Commercial $24,030 Panel Truck

1 $0 8 Highly Urban/ Urban

0 8/18/46 73 0 16

No $0 Yes M Bachelors Student 28 Commercial $8,860 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/18/46 73 0 13

No

Yes z_F Bachelors z_Blue Collar 27 Commercial $14,850 z_SUV

4 $0 1 Highly Urban/ Urban

0

73 0 12 No $0 z_No z_F $6,175

1 $0 7 Highly Urban/ Urban

0 8/17/46 73 0 9

No $0 z_No z_F Bachelors Manager 48 Private $18,510 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

73 1

No

Yes z_F z_High School Clerical 27 Private $12,080 Sports Car $0 0

6 Highly Urban/ Urban

0

73 0 10

No $0 z_No M Masters 52 Commercial $30,810 Panel Truck $4,390 2 $0 12 Highly Urban/ Urban

0

73 0 11

No

Yes M Bachelors z_Blue Collar 35 Commercial $15,860 Minivan $0 0 $0 8 Highly Urban/ Urban

0

73 0 8

No

Yes M Masters Lawyer 5 Private $13,440 Minivan $0 0 $0 18 Highly Urban/ Urban

0

73 0 15

No

Yes z_F Bachelors Manager 47 Private $13,410 z_SUV $8,404 2 $0 13 Highly Urban/ Urban

0

73 0 9

No

Yes z_F z_High School Clerical 28 Private $9,800 z_SUV $0 0

9 Highly Urban/ Urban

0 8/6/46 73 0 15

No

Yes z_F z_High School z_Blue Collar 57 Commercial $30,290 Pickup

1 $0 5 Highly Urban/ Urban

0 8/6/46 73 0 14

No

Yes z_F Bachelors Clerical 35 Private $12,140 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

73 0 11

No

Yes z_F Bachelors Professional 17 Commercial

Pickup

2 $0 11 Highly Urban/ Urban

0

74 0 0 No

Yes z_F z_High School Home Maker 46 Private $7,100 z_SUV $0 0

Highly Urban/ Urban

0 8/1/46 74 1 10

Yes

z_No z_F z_High School z_Blue Collar 5 Commercial $20,960 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/1/46 74 1 10 $37,172 Yes $195,043 z_No z_F z_High School z_Blue Collar 5 Commercial $10,520 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

74 0 9

No

Yes M

0 7/31/46 74 0 12

No

z_No M z_High School z_Blue Collar 24 Commercial $4,580 Minivan $5,011 2 $8,446 9 Highly Urban/ Urban

0

74 0 8

No

Yes M Bachelors Professional 43 Commercial $20,050 Van $0 0 $7,990 9 Highly Urban/ Urban

0

74 0 14

No

Yes M PhD Lawyer 40 Private $22,940 Minivan $0 0 $0 11 Highly Urban/ Urban

0

74 0 0 $0 No

z_No z_F Bachelors Home Maker 25 Private $12,380 Minivan $29,865 2

12 Highly Urban/ Urban

0 7/25/46 74 0 13

No $0 z_No z_F Bachelors Professional 5 Private $18,550 Minivan

1 $0 8 Highly Urban/ Urban

0 7/25/46 74 0 12

No

Yes M Bachelors Professional 14 Private $6,800 Pickup $0 0 $0 13 Highly Urban/ Urban

0

74 0

No

z_No M z_High School Clerical 27 Private $10,850 Minivan $0 0 $0 10 Highly Urban/ Urban

0

74 0 16

No $0 z_No M Bachelors Manager 34 Private $14,110 Minivan $0 0 $0 12 Highly Urban/ Urban

0 7/22/46 74 1 13

Yes $0 z_No z_F Masters Lawyer 43 Private $18,990 z_SUV

3 $3,613 14 Highly Urban/ Urban

0

74 0 11

No $0 z_No M Masters Lawyer 21 Private $15,030 Minivan $0 0 $0 16 Highly Urban/ Urban

0

74 0 14

No

Yes z_F PhD Doctor 35 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

74 0 11

No $0 z_No M PhD 64 Commercial

Panel Truck $0 0

10 Highly Urban/ Urban

0 7/19/46 74 0 10

No $0 z_No M Masters Lawyer 9 Private $14,310 Minivan

1 $6,857 18 Highly Urban/ Urban

0 7/19/46 74 0 11

No $0 z_No M PhD Lawyer 17 Private $15,340 Minivan $0 0 $4,950 15 Highly Urban/ Urban

0 7/19/46 74 0 11

No $0 Yes M z_High School Student 37 Commercial $27,800 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0

74 0 14

No Yes M Masters Lawyer 27 Private $14,140 Minivan $0 0 $0 14 Highly Urban/ Urban

0 7/18/46 74 0 12

No

Yes M Bachelors Manager 45 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

74 0 15 $58,231 No

Yes M Bachelors Professional 58 Private $1,500 Minivan $0 0 $0 Highly Urban/ Urban

0 7/17/46 74 0 14

No

Yes M z_High School Professional 19 Private $20,310 Van $0 0 $0 1 z_Highly Rural/ Rural

0 7/17/46 74 0 10

No

z_No M

0 7/17/46 74 0 14 $18 No

Yes z_F z_High School Home Maker 48 Private $17,300 Minivan $0 0 $0 1 Highly Urban/ Urban

0 7/17/46 74 0 5

No

z_No z_F Bachelors Home Maker 5 Private $8,870 z_SUV $1,745 1 $0 12 Highly Urban/ Urban

0 7/17/46 74 0 14 $69,297 No $211,553 Yes M z_High School Professional 41 Private $10,340 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

74 0 13

No

Yes M Bachelors Professional 38 Private $5,400 Pickup $0 0 $0 6 Highly Urban/ Urban

0

74 0 7

No

Yes z_F Masters Lawyer 30 Private $6,800 z_SUV $0 0 $0 Highly Urban/ Urban

0

74 0 12

No

z_No M Masters 36 Commercial

Panel Truck

3 $0 18 Highly Urban/ Urban

0

74 0 12

No $0 z_No M Bachelors Manager 28 Private $17,480 Minivan $0 0 $0 7 Highly Urban/ Urban

0

74 0

No

Yes z_F PhD 13 Commercial

Pickup $0 0 $0 20 Highly Urban/ Urban

0

74 0 12

No

Yes z_F Bachelors Home Maker 24 Private

z_SUV $1,335 2 $0 6 Highly Urban/ Urban

0 7/2/46 74 0 12 $16,536 No $133,204 Yes z_F Bachelors Home Maker 24 Private $17,700 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

74 0 0 $0 No

z_No z_F PhD Home Maker 55 Private $14,340 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 7/1/46 74 0 7

No

Yes z_F Masters Home Maker 33 Private

Minivan $5,458 2 $0 18 Highly Urban/ Urban

0 7/1/46 74 0 7 $10,232 No $129,979 Yes z_F Masters Home Maker 33 Private $7,820 z_SUV $0 0

18 Highly Urban/ Urban

0

74 0 13

No Yes z_F z_High School Clerical 19 Private $16,020 z_SUV

2 $0 10 Highly Urban/ Urban

0

74 0 2

No $0 z_No z_F $2,880

Sports Car $0 0 $0 z_Highly Rural/ Rural

0

74 0 13

No $0 z_No z_F Masters Lawyer 49 Private $10,480 z_SUV

1 $0 15 Highly Urban/ Urban

0 6/27/46 74 0 11

No $0 z_No M

0

74 0 10

No $0 z_No z_F z_High School Home Maker 81 Private $6,800 z_SUV $0 0

7 z_Highly Rural/ Rural

0 6/26/46 74 0 10 $41,924 No $0 z_No z_F z_High School Home Maker 51 Private $11,150 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

74 0 15 No

Yes M z_High School Student 45 Commercial $1,500 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

74 0 15

No

Yes M Bachelors Professional 40 Private $13,010 Minivan $1,402 1 $0 12 Highly Urban/ Urban

0 6/23/46 74 0 13 No

Yes z_F Bachelors Professional 27 Private $14,880 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

74 0 15

No

Yes z_F Bachelors Manager 11 Commercial $25,540 Pickup $1,037 1 $0 10 Highly Urban/ Urban

0

74 0 0 $0 No $0 z_No M z_High School Student 43 Commercial $8,640 Pickup $0 0 $0 1 Highly Urban/ Urban

0 6/20/46 74 0 0 $0 No $0 z_No M z_High School Student 24 Private $17,190 Van $0 0 $2,490 1 Highly Urban/ Urban

0

74 0 12

No $0 z_No z_F z_High School z_Blue Collar 49 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

74 0 13

No z_No M z_High School Clerical 36 Private $12,640 Minivan $0 0

10 Highly Urban/ Urban

0

74 0 13

No $0 z_No z_F Masters Professional 6 Private $12,810 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

74 0 7

No

Yes M PhD 34 Commercial $34,730 Panel Truck

2 $0 17 Highly Urban/ Urban

1 6/15/46 74 2 $29,080 No

Yes M $2,037

1 Highly Urban/ Urban

0

74 1 10 $39,923 Yes

z_No z_F z_High School z_Blue Collar 44 Commercial $1,500 Sports Car $3,011 2 $0 1 Highly Urban/ Urban

0

74 0 13

No $0 z_No M PhD Manager 62 Commercial $28,170 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 6/10/46 74 0 11

No

z_No z_F z_High School Professional 8 Private $6,800 z_SUV $0 0

1 Highly Urban/ Urban

0

74 0 0 $0 No

Yes z_F Masters Lawyer 24 Private $33,290 Minivan $0 0 $0 16 Highly Urban/ Urban

0 6/9/46 74 0 13

No

Yes M Bachelors Professional 49 Commercial $25,840 Panel Truck $10,474 2 $0 7 Highly Urban/ Urban

0 6/9/46 74 0 5

No $0 z_No M z_High School Manager 30 Commercial $11,560 Pickup

3 $0 1 Highly Urban/ Urban

0 6/9/46 74 0 7

No

Yes z_F Masters Lawyer 25 Private $16,390 z_SUV

1 $0 12 z_Highly Rural/ Rural

0 6/9/46 74 0 9

No

Yes M PhD 30 Commercial $17,160 Van $0 0 $0 13 Highly Urban/ Urban

0

74 0 9

No z_No z_F Bachelors z_Blue Collar 55 Commercial $18,730 Pickup

2

12 Highly Urban/ Urban

0

74 0 13

No

Yes M Masters 5 Commercial $5,430 Pickup

1 $6,409 Highly Urban/ Urban

0

74 0 0 $0 No

Yes z_F Bachelors Home Maker 15 Private $8,580 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

74 0 12

No

z_No M

Highly Urban/ Urban

0

74 0 14

No

z_No M PhD Doctor 33 Private $21,830 Van $0 0 $0 20 Highly Urban/ Urban

0

74 0 13

No

Yes z_F Masters Manager 5 Private $11,900 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

74 0 13

No

Yes z_F Masters Lawyer 43 Private $6,800 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 5/26/46 74 0 13 $186,706 No $476,703 Yes z_F Masters 43 Commercial

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

0

74 0 12

No

Yes z_F Masters Professional 17 Private $17,830 z_SUV $6,700 3 $0 9 Highly Urban/ Urban

0

74 0 13

No

z_No M Masters Lawyer 27 Private $10,490 Pickup

1

11 Highly Urban/ Urban

0

74 0 17 No

Yes z_F PhD Manager 43 Private $6,800 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 5/23/46 74 0 0 $0 No $0 Yes z_F z_High School Student 31 Commercial $12,530 Minivan

2 $13,003 4 Highly Urban/ Urban

0 5/23/46 74 0 0 $0 No $0 Yes z_F z_High School Student 22 Commercial

Panel Truck

2

4 Highly Urban/ Urban

0

74 0 0 $0 No Yes M z_High School Student 42 Commercial

Minivan

3

5 Highly Urban/ Urban

0

74 0 15

No

Yes z_F z_High School Manager 25 Private $22,920 Pickup $0 0 $0 8 Highly Urban/ Urban

0

74 0 12

No

Yes M PhD 32 Commercial $29,020 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

74 0 15

No Yes z_F Masters Lawyer 11 Private $25,420 Minivan $0 0 $0 14 Highly Urban/ Urban

0

74 0 15

No

Yes z_F PhD Manager 49 Private $6,800 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

74 0 16

No

Yes M z_High School Clerical 16 Private $6,800 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 5/15/46 74 0 14

No

Yes z_F Bachelors Professional 17 Private $14,690 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

74 0 10

No $0 z_No z_F Bachelors Manager 39 Private $14,360 Sports Car $6,900 4 $0 6 Highly Urban/ Urban

0

74 0 12 No

Yes z_F Bachelors Home Maker 33 Private $11,460 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 5/12/46 74 0 12 No $162,241 Yes z_F Bachelors Home Maker 33 Private $11,460 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

74 0

No

Yes z_F Masters Lawyer 55 Private $12,060 Minivan $4,441 1 $0 11 Highly Urban/ Urban

0

74 0 12 $58,319 No

z_No M Masters Lawyer 13 Private $12,630 Minivan $4,582 2 $0 15 Highly Urban/ Urban

0 5/6/46 74 0 12 $58,319 No $206,406 z_No M Masters 13 Commercial $23,710 Panel Truck $1,429 2 $11,802 15 Highly Urban/ Urban

0

74 1 6

No

Yes M Masters Manager 48 Private $15,410 Minivan $0 0 $0 15 Highly Urban/ Urban

0

74 0 8

No

Yes M PhD Doctor 32 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

74 0 12

No $193,615 Yes M z_High School z_Blue Collar 35 Commercial $6,800 Pickup $0 0 $0 z_Highly Rural/ Rural

0

74 0 11 No $0 z_No z_F Masters 37 Commercial $28,290 Pickup $0 0 $2,979 15 Highly Urban/ Urban

0

74 0 12

No

Yes z_F Bachelors z_Blue Collar 44 Commercial $15,180 Minivan $2,053 1 $0 12 Highly Urban/ Urban

1

74 1 0 $0 No $0 Yes z_F $1,175

3 $0 7 z_Highly Rural/ Rural

0 4/25/46 74 0 13

No $0 z_No M Masters Lawyer 5 Private $6,800 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

74 0

No $0 Yes M

0

74 0 0 $0 No $0 z_No z_F Masters Home Maker 7 Private $20,530 Minivan $0 0 $0 17 Highly Urban/ Urban

0 4/22/46 74 0 12

No

Yes M Bachelors Manager 70 Private $13,430 Minivan $0 0 $0 11 Highly Urban/ Urban

0 4/22/46 74 0 12 $74,061 No $272,686 Yes M Bachelors Manager 70 Commercial

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

0

74 0 12

No $0 z_No M z_High School z_Blue Collar 61 Commercial $19,300 Van $4,390 3 $5,951 6 Highly Urban/ Urban

0 4/21/46 74 0

No

z_No z_F Bachelors Professional 49 Private $16,310 z_SUV

2 $0 11 Highly Urban/ Urban

0

74 0 13

No $0 z_No M PhD 28 Commercial

Van $0 0 $3,857 17 Highly Urban/ Urban

0

74 0 12

No

Yes M Masters 51 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 4/12/46 74 0 11

No

Yes z_F z_High School Clerical 7 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0 4/12/46 74 0 14

No

Yes M Masters Lawyer 5 Private $15,910 Minivan $0 0 $0 19 Highly Urban/ Urban

0

74 0 11

No

Yes M

0

74 0 6

No

Yes z_F z_High School z_Blue Collar 32 Commercial $13,140 z_SUV $0 0

1 Highly Urban/ Urban

0 4/9/46 74 0 9

No

Yes z_F PhD Manager 40 Commercial

Panel Truck $0 0 $0 7 Highly Urban/ Urban

0

74 0 No

z_No M $6,616

2 $0 z_Highly Rural/ Rural

0

74 0 14

No

Yes z_F Masters Lawyer 20 Private $24,400 Minivan

1 $0 19 Highly Urban/ Urban

0 4/1/46 74 0 8

No

Yes M Bachelors Professional 28 Private $16,850 Minivan $0 0 $0 Highly Urban/ Urban

0 4/1/46 74 0 14 $62,731 No $214,682 Yes z_F Masters Lawyer 20 Private $13,070 Sports Car $0 0 $0 Highly Urban/ Urban

0 4/1/46 74 0 15

No

Yes M Masters Lawyer 49 Private $21,190 Van $0 0 $0 18 z_Highly Rural/ Rural

0

74 0 13

No

z_No z_F Bachelors Manager 21 Private $15,360 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 3/30/46 74 0 8

No

Yes M PhD Doctor 33 Private $11,270 Pickup $0 0 $686 14 Highly Urban/ Urban

0 3/30/46 74 0 14

No

Yes M z_High School z_Blue Collar 23 Commercial $8,670 Minivan $0 0

1 Highly Urban/ Urban

0

74 0 0 $0 No $0 z_No M PhD Doctor 35 Private $13,870 Minivan $0 0 $0 14 Highly Urban/ Urban

0 3/28/46 74 0 10

No $0 z_No M Masters 18 Commercial $17,850 Van

3

10 Highly Urban/ Urban

0

74 0 14

No z_No M Bachelors Manager 33 Private $17,150 Van $0 0 $0 12 Highly Urban/ Urban

0

74 0 12

No

z_No M z_High School Clerical 19 Private $21,460 Van

1

6 Highly Urban/ Urban

0

74 0 13

No $0 z_No z_F z_High School Manager 31 Private $16,970 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

74 0

No $0 z_No z_F Bachelors Manager 54 Private $23,340 Sports Car

2 $0 10 Highly Urban/ Urban

0

74 0 13

No $0 Yes M Bachelors Student 39 Commercial $15,200 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 3/13/46 74 0 13

No $0 z_No M z_High School Clerical 41 Private $16,190 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 3/13/46 74 0 13 $17,424 No $0 Yes M Bachelors Student 39 Commercial $10,860 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

74 0 13

No

Yes M Masters 55 Commercial $25,350 Panel Truck $5,477 1 $0 19 Highly Urban/ Urban

0

74 0 14

No

Yes M Masters Manager 21 Private $6,800 Pickup $0 0 $0 13 Highly Urban/ Urban

0

74 0 9

No

z_No z_F z_High School Manager 29 Private $24,120 Sports Car $0 0

8 Highly Urban/ Urban

0

74 0 13

No

Yes z_F Masters Manager 50 Private $14,580 Sports Car

3

18 Highly Urban/ Urban

0

74 0 12

No

Yes z_F Masters Lawyer 18 Private

Minivan $0 0 $0 16 Highly Urban/ Urban

0 3/7/46 74 0 0 No

Yes z_F PhD Home Maker 19 Private $6,800 Sports Car

3 $4,719 19 Highly Urban/ Urban

1

74 1 11

Yes $0 z_No z_F Bachelors z_Blue Collar 39 Commercial $23,410 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 3/3/46 74 0 6

No

Yes z_F z_High School Professional 41 Private $23,920 Minivan $0 0 $0 11 Highly Urban/ Urban

0

74 0 13

No $108,139 Yes z_F

0 2/28/46 74 0 10

No

Yes z_F PhD Manager 49 Private $22,070 Pickup $0 0 $0 12 Highly Urban/ Urban

0 2/28/46 74 0 13

No

z_No z_F Bachelors Manager 51 Private $17,970 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

74 0 10

No $0 z_No z_F Masters Lawyer 60 Private

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

0

74 0 13 $61,486 No $0 z_No M Bachelors z_Blue Collar 32 Commercial $24,180 Panel Truck

3

10 Highly Urban/ Urban

0 2/25/46 74 0 13

No

z_No M PhD Doctor 27 Private $18,820 Van $0 0 $0 6 Highly Urban/ Urban

0 2/25/46 74 0 15

No

Yes z_F Masters Lawyer 31 Private $21,750 Minivan $0 0 $0 17 Highly Urban/ Urban

0 2/24/46 74 0 16

No

Yes M Masters Lawyer 5 Private $21,910 Van $0 0 $0 18 Highly Urban/ Urban

0 2/24/46 74 0 12 No $0 z_No M PhD Doctor 78 Private

Minivan $0 0 $0 22 Highly Urban/ Urban

0 2/23/46 74 0 9

No

Yes z_F PhD Doctor 32 Private

z_SUV $0 0 $0 Highly Urban/ Urban

0

74 0 13

No

Yes M Bachelors z_Blue Collar 31 Commercial $13,730 Minivan

1 $0 12 Highly Urban/ Urban

0 2/19/46 74 1 13

No

Yes z_F Bachelors Professional 41 Private $24,160 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0 2/19/46 74 0 7

No

Yes M Masters Manager 25 Private $20,940 Van $0 0 $0 Highly Urban/ Urban

0 2/18/46 74 0 14

No

Yes M

1 $0 6 Highly Urban/ Urban

0

74 0 0 $0 No Yes z_F Bachelors Home Maker 22 Commercial $26,620 Van

3 $5,728 11 Highly Urban/ Urban

0 2/16/46 74 0

No

z_No M Bachelors z_Blue Collar 35 Commercial $13,580 Minivan $3,668 4 $5,787 11 Highly Urban/ Urban

0 2/16/46 74 0 0 $0 No

Yes M Masters Home Maker 49 Private $11,450 Pickup $0 0 $0 16 z_Highly Rural/ Rural

0 2/15/46 74 0 12

No

Yes z_F z_High School Clerical 21 Private $10,860 z_SUV $2,457 2 $4,797 6 Highly Urban/ Urban

0

74 0 14 $26,840 No

Yes M z_High School Clerical 53 Private $18,180 Van

2 $0 1 Highly Urban/ Urban

0 2/13/46 74 0 6

No

Yes M z_High School z_Blue Collar 25 Private $10,010 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 2/13/46 74 0 11

No Yes M Masters 48 Commercial $18,320 Van $0 0 $0 15 Highly Urban/ Urban

0

74 0 11

No

z_No M Masters Professional 36 Private $25,290 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/11/46 74 0 11

No $0 z_No M Masters 48 Commercial $18,020 Van $0 0 $0 10 Highly Urban/ Urban

0

74 0 14 $33,303 No

Yes z_F z_High School Manager 48 Private $29,770 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/10/46 74 0 7

No

z_No z_F

0 2/9/46 74 0 11

No

z_No M PhD 14 Commercial $9,940 Pickup $39,710 1 $0 Highly Urban/ Urban

0 2/9/46 74 0 13

No

Yes z_F Bachelors Home Maker 49 Private $12,680 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 2/8/46 74 0 16

No

Yes z_F Bachelors Professional 19 Private $9,990 z_SUV $5,441 3 $0 9 Highly Urban/ Urban

0

74 0 14

No

Yes M Bachelors Manager 36 Commercial $32,400 Panel Truck $0 0 $0 9 Highly Urban/ Urban

0

74 0 0 No $0 z_No z_F Masters Home Maker 48 Commercial

Panel Truck

3 $3,149 13 Highly Urban/ Urban

0 2/3/46 74 0 12

No $0 z_No M PhD Doctor 31 Private $12,550 Minivan $2,045 4 $1,030 1 Highly Urban/ Urban

0 2/3/46 74 0 14

No

Yes M

0 2/2/46 74 0 12

No z_No M PhD Doctor 19 Private $5,920 Pickup $0 0 $0 17 Highly Urban/ Urban

0

74 0 16

No Yes M Bachelors Clerical 31 Private $13,770 Minivan $0 0 $0 z_Highly Rural/ Rural

0

74 0 10

No

z_No M Masters Professional 29 Commercial $20,220 Van $5,630 1 $0 1 Highly Urban/ Urban

0

74 0 5 No $0 z_No z_F $40,763

3 $0 5 Highly Urban/ Urban

0 1/30/46 74 0 10

No

Yes z_F Bachelors Professional 18 Private $16,200 z_SUV

3

12 Highly Urban/ Urban

0

74 0 7

No

Yes z_F z_High School Home Maker 54 Private $7,150 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 1/28/46 74 0

No $0 z_No z_F PhD Doctor 24 Private $13,350 Sports Car

1 $0 Highly Urban/ Urban

0

74 0 0 $0 No

Yes M Masters Home Maker 31 Private $6,800 Pickup $0 0 $0 14 Highly Urban/ Urban

0 1/27/46 74 0 14

No

Yes z_F

0 1/24/46 74 0 9

No

Yes M Masters Manager 29 Commercial $23,760 Panel Truck

2

8 Highly Urban/ Urban

0 1/24/46 74 0 7

No

Yes z_F Bachelors z_Blue Collar 25 Private $11,650 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

74 1 0 $0 No Yes z_F $4,543

2 $6,931 1 Highly Urban/ Urban

0

74 0 10

No $0 z_No M Bachelors Professional 34 Private $21,720 Van $0 0 $0 9 Highly Urban/ Urban

0 1/21/46 74 0 15

No $267,509 Yes M Bachelors Manager 50 Private $10,330 Pickup $6,550 4 $0 9 Highly Urban/ Urban

0 1/20/46 74 0 8 $21,190 No

Yes M Masters 30 Commercial

Panel Truck $7,558 3 $0 1 Highly Urban/ Urban

0 1/20/46 74 0 13

No

Yes z_F z_High School Clerical 24 Private $11,240 Sports Car

3 $0 5 Highly Urban/ Urban

0 1/17/46 74 0 14

No

Yes z_F PhD Doctor 35 Private $18,070 Minivan $0 0 $0 16 Highly Urban/ Urban

0

74 0 11

No

Yes M Masters Manager 20 Private $23,080 Minivan $0 0 $0 16 Highly Urban/ Urban

0 1/13/46 74 0 12

No

Yes z_F Bachelors Home Maker 64 Private

Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 1/13/46 74 0 13

No

Yes M PhD 27 Commercial $33,070 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

74 0 7

No

z_No z_F Masters Lawyer 43 Private $12,280 z_SUV

2 $0 16 Highly Urban/ Urban

0 1/11/46 74 0 9

No

z_No z_F PhD Home Maker 33 Private $25,950 Minivan

1 $0 10 Highly Urban/ Urban

0 1/11/46 74 0 10

No

z_No M PhD Doctor 27 Private $19,480 Van $0 0 $0 11 Highly Urban/ Urban

0

74 0 12

No

Yes M Bachelors Clerical 39 Private $8,020 Pickup $0 0 $0 16 Highly Urban/ Urban

0 1/9/46 74 0 12 $45,432 No $182,320 Yes M Bachelors Clerical 27 Private $14,560 Minivan

1 $0 16 Highly Urban/ Urban

0 1/8/46 74 0 13

No

Yes z_F Bachelors Home Maker 50 Private $9,560 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 1/7/46 74 0 0 $0 No $0 z_No M $31,796

3 $0 1 z_Highly Rural/ Rural

0 1/7/46 74 0 0 $0 No z_No M

0 1/6/46 74 0

No

Yes M Masters Professional 36 Private $29,230 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/4/46 74 0 14

No

Yes M PhD Doctor 24 Private $20,660 Van $0 0 $0 14 Highly Urban/ Urban

0

74 0 12

No

Yes M Masters Lawyer 29 Private $12,970 Minivan $0 0 $0 19 Highly Urban/ Urban

0

74 0 9

No $0 z_No z_F Masters Manager 17 Private $15,990 Minivan $0 0 $0 15 Highly Urban/ Urban

0 12/31/45 74 0 14

No

Yes M

0 12/31/45 74 0 13

No

Yes M Bachelors z_Blue Collar 56 Commercial $14,380 Minivan

1 $0 10 Highly Urban/ Urban

0

74 0 16

No

Yes z_F Bachelors Professional 31 Private

Pickup $0 0 $0 16 Highly Urban/ Urban

0

74 0

No $0 z_No z_F Masters Lawyer 64 Private $19,450 z_SUV $0 0 $1,058 13 Highly Urban/ Urban

0 12/26/45 74 0 11

No $0 z_No M Masters Lawyer 29 Private $14,880 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

74 0 14

No $0 z_No z_F Masters Lawyer 15 Private

Sports Car $0 0

11 Highly Urban/ Urban

0

74 0 13

No $0 z_No z_F PhD Manager 36 Private $27,680 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

74 0 0 $0 No $0 z_No z_F Bachelors Student 35 Commercial $21,200 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

74 0 11

No

Yes z_F z_High School Home Maker 57 Commercial $18,150 z_SUV $0 0

1 Highly Urban/ Urban

0

74 1 10

No

Yes M z_High School z_Blue Collar 51 Commercial $25,900 Minivan $0 0 $0 z_Highly Rural/ Rural

0 12/19/45 74 0 14

No Yes M Masters 27 Commercial $20,200 Van $5,685 2

1 Highly Urban/ Urban

0

74 0 12

No

Yes z_F $2,382

1 Highly Urban/ Urban

0

74 0 13

No

Yes z_F Masters Lawyer 13 Private $12,970 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

74 0 11

No

Yes z_F

0

74 0 13 No

Yes M PhD Doctor 26 Private $14,610 Minivan $0 0 $0 5 Highly Urban/ Urban

0 12/13/45 74 0 11

No

Yes M Bachelors Professional 36 Private $11,530 Pickup $0 0 $0 11 Highly Urban/ Urban

0

74 0 0 $0 No

Yes z_F Bachelors Student 12 Commercial $19,940 z_SUV

1

7 Highly Urban/ Urban

0 12/12/45 74 0 0 $0 No

Yes z_F PhD Home Maker 33 Private $6,800 Sports Car $1,909 1 $0 14 Highly Urban/ Urban

0 12/12/45 74 0 12

No $0 z_No z_F PhD 27 Commercial

Pickup $3,488 2 $2,827 15 Highly Urban/ Urban

0

74 0 9

No

z_No M Bachelors z_Blue Collar 36 Commercial $12,870 Minivan $0 0 $0 17 Highly Urban/ Urban

0

74 0 12

No

Yes z_F z_High School Manager 25 Private $16,610 z_SUV $0 0 $0 7 Highly Urban/ Urban

0 12/7/45 74 0 0 $0 No $0 z_No z_F z_High School Home Maker 28 Commercial $18,070 Pickup

3 $3,674 Highly Urban/ Urban

0

74 0 12

No

Yes M Bachelors z_Blue Collar 29 Commercial $22,340 Van $0 0 $1,157 11 Highly Urban/ Urban

3

74 0 10

No

Yes M Masters Manager 44 Private $5,590 z_SUV $0 0 $4,898 15 Highly Urban/ Urban

0

74 0 12

No $0 z_No M Masters Lawyer 37 Private $6,800 Pickup $0 0 $0 19 Highly Urban/ Urban

0 12/2/45 74 0 14 No

Yes z_F Masters 22 Commercial $21,370 Pickup $0 0 $0 21 Highly Urban/ Urban

0 12/2/45 74 2

No

Yes z_F PhD 18 Commercial

Panel Truck $0 0

23 Highly Urban/ Urban

0

74 0 13

No $0 z_No M Bachelors Professional 54 Private $15,720 Minivan $0 0 $0 11 Highly Urban/ Urban

0

74 0 12

No

Yes M Bachelors Professional 39 Commercial $21,980 Van $0 0 $0 11 Highly Urban/ Urban

0

74 0 11

No

z_No z_F Masters Lawyer 5 Private $12,670 Minivan $1,208 1

15 Highly Urban/ Urban

0 11/26/45 74 0 13 $70,195 No $0 z_No M Bachelors Professional 34 Private $17,750 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

74 0 0 $0 No

Yes z_F

0

74 0 14

No

Yes z_F Masters Lawyer 57 Private $6,900 Sports Car

1 $0 17 Highly Urban/ Urban

0 11/16/45 74 0 6

No

Yes z_F

0

74 0

No $0 z_No z_F Masters Lawyer 18 Private $15,480 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0

74 0 13 No $0 z_No z_F z_High School Student 41 Commercial $10,390 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

74 0 11

No

Yes M z_High School z_Blue Collar 38 Commercial $16,510 Van

1 $0 1 Highly Urban/ Urban

0

74 0 0 $0 No $0 Yes z_F Bachelors Student 49 Commercial $6,900 z_SUV $0 0

13 z_Highly Rural/ Rural

0

74 0 14

No

Yes M Bachelors Clerical 28 Private $1,500 Minivan

2 $0 11 Highly Urban/ Urban

0

74 0 14

No

Yes M z_High School z_Blue Collar 27 Commercial $8,130 Pickup $0 0

7 Highly Urban/ Urban

0 11/5/45 74 0 15 $43,821 No $0 z_No z_F Masters Lawyer 6 Private $11,770 Minivan $0 0 $0 15 Highly Urban/ Urban

0

74 0

No

Yes M Bachelors Manager 61 Private $14,000 Minivan $0 0 $0 11 Highly Urban/ Urban

0 11/3/45 74 0 7

No

Yes z_F Bachelors Professional 42 Private $16,090 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

74 0 13 No Yes M Masters 24 Commercial $7,880 Pickup

1 $0 16 Highly Urban/ Urban

0 11/1/45 74 0 10

No

z_No M z_High School z_Blue Collar 18 Commercial $29,070 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

74 0 13

No

Yes z_F Bachelors Manager 27 Private $32,880 Pickup $0 0 $0 10 Highly Urban/ Urban

0

74 0 2

No $0 z_No z_F PhD 21 Commercial $25,080 Pickup $0 0 $0 16 Highly Urban/ Urban

2

74 2 15

No

Yes z_F z_High School z_Blue Collar 56 Commercial $17,570 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

74 0 12

No

Yes M z_High School Manager 20 Commercial

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

0 10/26/45 74 0 12

No

z_No M z_High School Professional 57 Private $17,230 Van

3

1 Highly Urban/ Urban

0

74 1 $32,690 Yes $0 z_No z_F

0

74 0 11

No

Yes M z_High School Clerical 46 Private $19,970 Van $0 0 $0 1 z_Highly Rural/ Rural

0

74 0 15

No

Yes z_F Bachelors z_Blue Collar 41 Commercial

Minivan $0 0 $0 3 z_Highly Rural/ Rural

0

74 0 13

No

Yes z_F PhD Lawyer 63 Private $20,090 Minivan $10,520 2 $1,065 14 Highly Urban/ Urban

0 10/17/45 74 0 12

No

Yes M Masters Lawyer 45 Private $26,420 Minivan $5,555 3 $0 10 Highly Urban/ Urban

0

74 0 13

No $0 z_No M

0

74 0 10

No

z_No z_F PhD Doctor 24 Private $37,130 Pickup $5,211 3 $0 16 Highly Urban/ Urban

0

74 0 13

No

Yes M Masters Manager 26 Commercial $26,820 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

74 0 14

No

Yes z_F Bachelors z_Blue Collar 48 Commercial $23,510 Sports Car $0 0 $0 15 z_Highly Rural/ Rural

0

74 0 14

No

z_No z_F Bachelors Professional 23 Private $23,370 Pickup $0 0 $0 10 Highly Urban/ Urban

0 10/7/45 74 0 14 $66,955 No $241,544 z_No z_F Bachelors Professional 48 Private $10,540 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

74 0 0 $0 No

Yes z_F Masters Home Maker 55 Private $6,900 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

74 0 15

No

Yes M

0

74 0 12

No

Yes z_F Bachelors Manager 51 Private $22,340 z_SUV

1 $0 12 Highly Urban/ Urban

0

74 0 5

No $0 z_No z_F PhD Doctor 55 Private $20,170 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

74 0 9 $5,340 No $0 z_No z_F Bachelors Home Maker 19 Private

Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0 9/24/45 74 0 12

No

Yes z_F Masters Lawyer 14 Private $17,410 Minivan $0 0 $0 19 Highly Urban/ Urban

0 9/24/45 74 0 13

No

Yes M PhD Manager 46 Commercial $18,560 Van

4 $0 13 Highly Urban/ Urban

0

74 0 15

No

Yes z_F Masters Manager 16 Private

Pickup $0 0 $0 21 Highly Urban/ Urban

0

74 0 6

No

z_No M Bachelors Clerical 40 Private $12,140 Pickup

4 $3,351 7 Highly Urban/ Urban

0 9/21/45 74 0 15

No

Yes z_F PhD Home Maker 40 Private

Van $0 0 $0 16 z_Highly Rural/ Rural

0

74 0 15

No

Yes M Masters 16 Commercial $27,810 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0 9/20/45 74 0 15 $144,348 No Yes M Masters 16 Commercial $27,460 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0 9/20/45 74 0 15 $144,348 No Yes M Masters 31 Private $7,890 Pickup $0 0 $0 14 Highly Urban/ Urban

0

74 0 7

No

z_No M PhD 42 Commercial $25,040 Panel Truck $0 0 $0 22 Highly Urban/ Urban

0

74 0 11

No $0 z_No z_F Masters Lawyer 25 Private $17,050 z_SUV

2 $0 13 Highly Urban/ Urban

0

74 0 14

No

Yes z_F Masters Lawyer 33 Private $21,680 Minivan $0 0 $0 20 Highly Urban/ Urban

0

74 0 13

No

Yes z_F z_High School Manager 38 Private $13,220 z_SUV $6,712 1 $0 1 Highly Urban/ Urban

1 9/12/45 74 1 $0 No

Yes z_F Bachelors Home Maker 13 Private $6,900 z_SUV $0 0

10 Highly Urban/ Urban

0

74 0

No

Yes M Bachelors Manager 38 Private $14,390 Minivan $0 0 $0 11 Highly Urban/ Urban

0

74 0 13

No

Yes z_F Masters Professional 15 Private $15,800 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 9/8/45 74 0 13 No

Yes M Bachelors Manager 18 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0

74 0 13

No $0 z_No M Bachelors Manager 13 Private $22,150 Minivan $0 0 $0 10 Highly Urban/ Urban

0

74 0 13

No $0 z_No z_F z_High School z_Blue Collar 43 Commercial

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

74 0 14

No z_No M Masters 38 Commercial $27,450 Panel Truck

4 $3,501 18 Highly Urban/ Urban

0

74 0 $0 No $0 z_No z_F z_High School Student 29 Private $17,160 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

74 0 6

No

Yes M z_High School z_Blue Collar 36 Commercial $12,120 Minivan $1,520 3 $5,126 5 Highly Urban/ Urban

0

74 0 7

No

Yes M

0

74 0 11

No

z_No z_F

0

74 0 14

No

Yes z_F PhD Doctor 34 Private $10,460 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 8/19/45 74 0 $35,638 No $188,539 Yes z_F PhD Doctor 34 Private $12,340 Sports Car $1,278 2 $0 10 Highly Urban/ Urban

0

74 0 12 $1,590 No

Yes M Masters Lawyer 14 Private $20,320 Van $0 0 $0 16 Highly Urban/ Urban

0 8/16/45 74 0 16

No

Yes z_F Bachelors z_Blue Collar 29 Commercial $11,440 z_SUV $0 0 $0 2 Highly Urban/ Urban

0 8/16/45 74 0 9

No $0 z_No z_F PhD Doctor 13 Private $25,690 Pickup $0 0 $0 16 Highly Urban/ Urban

0

74 0 16

No

Yes M Masters Manager 51 Private $11,550 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/15/45 74 0 15

No

Yes z_F Masters 61 Commercial

Pickup $0 0 $0 9 Highly Urban/ Urban

0

74 0 13

No

Yes M Masters 20 Commercial

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

0 8/14/45 74 0 9

No $0 z_No z_F Masters Manager 25 Private $8,780 Sports Car

3 $0 14 Highly Urban/ Urban

0

74 0 6

No

Yes M Bachelors Professional 14 Commercial

Panel Truck $36,700 1 $0 5 Highly Urban/ Urban

0

74 0 13

No Yes M Masters Professional 29 Commercial $37,670 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

74 0 14

No

Yes z_F Bachelors Manager 24 Private $8,230 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

74 1 12

Yes z_No z_F Bachelors Home Maker 37 Private $22,280 Minivan

2 $0 8 z_Highly Rural/ Rural

0 8/5/45 74 0

No

Yes M Bachelors Manager 22 Commercial

Panel Truck

2 $0 11 Highly Urban/ Urban

0 8/5/45 74 0 13

No

Yes M

0

74 1 13

No

Yes z_F Masters Lawyer 25 Private $16,030 Minivan $0 0 $0 15 Highly Urban/ Urban

0 8/3/45 74 1 13 $131,383 No $371,652 Yes z_F Masters Lawyer 25 Private $11,940 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

75 0 12

No

Yes M Masters Lawyer 19 Private $30,250 Minivan $0 0 $0 17 Highly Urban/ Urban

0 7/31/45 75 0 11

No $0 z_No M PhD Lawyer 34 Private $3,430 Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/31/45 75 0 14 No

Yes z_F Bachelors z_Blue Collar 27 Commercial $33,200 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

75 0 6

No $0 z_No z_F PhD Doctor 54 Private $16,320 Pickup $0 0 $0 14 Highly Urban/ Urban

0

75 0 11

No $0 z_No z_F Masters Lawyer 58 Private

Minivan $0 0 $2,729 15 Highly Urban/ Urban

0 7/28/45 75 0 12 $17,050 No $0 z_No M z_High School Clerical 33 Private

Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

75 0 15

No

Yes M Masters Lawyer 27 Private $20,610 Van $0 0 $0 15 Highly Urban/ Urban

0 7/26/45 75 0 12

No

Yes M z_High School z_Blue Collar 26 Commercial $16,240 Van

1 $0 1 Highly Urban/ Urban

0 7/26/45 75 0 15 $88,233 No $260,694 Yes M Masters Lawyer 27 Private $10,320 Pickup

2 $0 15 Highly Urban/ Urban

0

75 0 0 $0 No $0 z_No M z_High School Student 28 Commercial $25,020 Minivan

3

7 Highly Urban/ Urban

0 7/25/45 75 0 12

No

z_No z_F Bachelors Home Maker 27 Private $10,620 Sports Car $0 0 $0 Highly Urban/ Urban

0

75 0 15

No

Yes z_F Bachelors Manager 45 Commercial $27,020 Pickup $1,780 3 $0 6 Highly Urban/ Urban

0

75 0 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $17,700 z_SUV $0 0 $2,421 12 Highly Urban/ Urban

0 7/23/45 75 0 9

No

Yes M Masters Lawyer 38 Private $12,630 Minivan $0 0 $0 Highly Urban/ Urban

0

75 0 10

No z_No M Masters 30 Commercial $28,300 Panel Truck $6,003 2 $0 12 Highly Urban/ Urban

0 7/22/45 75 0 15

No $0 z_No M Masters 29 Commercial $24,160 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

75 0 14

No

Yes z_F PhD 56 Private $24,610 z_SUV $6,316 2 $0 15 Highly Urban/ Urban

0

75 0 11

No

Yes z_F z_High School z_Blue Collar 37 Commercial $27,270 z_SUV $5,911 1 $0 7 Highly Urban/ Urban

0 7/19/45 75 0 11

No

z_No M PhD Doctor 33 Private $23,220 Minivan $0 0 $0 16 Highly Urban/ Urban

0 7/19/45 75 0 13

No $0 z_No M Masters Lawyer 33 Private $20,510 Minivan

2 $0 13 Highly Urban/ Urban

0

75 0 13

No

Yes z_F Bachelors Professional 33 Private $14,260 Pickup $0 0 $0 13 Highly Urban/ Urban

0

75 0 15 $92,261 No $282,708 Yes M Bachelors Professional 55 Private $12,620 Minivan $0 0 $0 8 Highly Urban/ Urban

0 7/17/45 75 0 13

No

Yes M z_High School Manager 48 Private $8,080 Pickup

2

9 Highly Urban/ Urban

0

75 0 9

No $0 z_No M PhD Manager 26 Private $19,570 Van

1 $0 10 Highly Urban/ Urban

0

75 0 13

No

Yes z_F z_High School z_Blue Collar 43 Commercial $11,190 z_SUV $0 0 $0 4 Highly Urban/ Urban

0 7/15/45 75 0 13

No

Yes M Bachelors Professional 64 Private $22,670 Minivan

1 $0 7 Highly Urban/ Urban

0

75 0 11

No

Yes z_F z_High School z_Blue Collar 27 Commercial $29,370 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

75 0 3 No $0 z_No z_F z_High School Clerical 90 Private $4,070 z_SUV $0 0 $0 6 Highly Urban/ Urban

0 7/13/45 75 0 10

No $0 z_No z_F PhD Professional 23 Private $6,900 z_SUV $0 0 $0 Highly Urban/ Urban

0 7/13/45 75 0 14

No

Yes M Bachelors Manager 32 Commercial $22,010 Van

3 $0 1 Highly Urban/ Urban

0

75 0 8

No

Yes z_F Masters Manager 17 Private $15,910 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

75 0 16 No $152,054 Yes z_F

0 7/11/45 75 0 15 No

Yes z_F

0

75 0 0 $0 No $0 z_No z_F Bachelors Home Maker 40 Private $6,900 z_SUV

1 $5,982 1 Highly Urban/ Urban

0

75 0 7

No

Yes M Masters Lawyer 17 Private $35,760 Minivan $0 0 $0 17 Highly Urban/ Urban

0 7/8/45 75 0 0 $0 No

Yes z_F PhD Home Maker 28 Private $6,900 z_SUV $856 1 $7,940 13 Highly Urban/ Urban

0 7/8/45 75 0 15

No

Yes M z_High School Clerical 42 Private $11,080 Pickup $0 0 $0 6 Highly Urban/ Urban

0

75 0 11

No

Yes M

0

75 0 0 $0 No $0 z_No z_F z_High School Home Maker 47 Private $14,530 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

75 0 8

No

Yes z_F PhD Manager 29 Private $31,180 Pickup $0 0 $0 12 Highly Urban/ Urban

0 7/3/45 75 0 16 $33,472 No

Yes M $46,753

1 $0 1 Highly Urban/ Urban

0

75 0 8 $49,256 No

z_No M Bachelors Manager 35 Private $11,830 Minivan $0 0 $0 Highly Urban/ Urban

0

75 0 16

No

Yes M PhD Doctor 34 Private $15,910 Minivan $0 0 $0 15 Highly Urban/ Urban

0

75 0 12

No $0 z_No z_F Masters Lawyer 34 Private $10,980 z_SUV $5,050 2 $0 15 Highly Urban/ Urban

0 6/25/45 75 0 12

No

Yes M Bachelors z_Blue Collar 5 Commercial $23,450 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 6/25/45 75 0 12 $40,818 No $0 z_No z_F Masters Lawyer 34 Private $15,890 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 6/25/45 75 0 0 $0 No $0 Yes z_F

0

75 0 11

No

Yes M

0

75 0

No

Yes M Bachelors Professional 6 Commercial $9,730 Pickup $0 0 $0 11 Highly Urban/ Urban

0

75 0 8

No

Yes z_F z_High School z_Blue Collar 52 Commercial $15,810 z_SUV

3 $5,722 9 Highly Urban/ Urban

0

75 0 12 No

Yes z_F z_High School Clerical 67 Private $10,480 z_SUV

2 $3,392 8 Highly Urban/ Urban

0

75 0

No $0 z_No M Masters Lawyer 24 Private $16,580 Van $27,130 2 $0 13 Highly Urban/ Urban

0

75 0

No

Yes M Masters 42 Private $17,460 Van

3 $0 9 Highly Urban/ Urban

0 6/10/45 75 0 12

No Yes M z_High School z_Blue Collar 36 Commercial $10,470 Pickup $0 0 $0 1 Highly Urban/ Urban

0

75 0 14

No

Yes z_F PhD Lawyer 48 Private $1,500 z_SUV

1 $3,736 21 Highly Urban/ Urban

0 6/9/45 75 0 11

No Yes z_F

0

75 0 13

No $0 z_No z_F Bachelors Clerical 41 Private $22,610 z_SUV $0 0

9 Highly Urban/ Urban

0

75 0 7

No

Yes M Bachelors Manager 9 Private $14,270 Minivan $0 0 $0 12 Highly Urban/ Urban

0

75 0 12

No

Yes z_F z_High School Clerical 5 Private $8,030 z_SUV $4,528 3 $3,722 1 Highly Urban/ Urban

0 6/5/45 75 0 14

No

Yes M z_High School Professional 59 Commercial $26,410 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0 6/5/45 75 0 13

No $217,164 Yes M Masters 16 Commercial $20,930 Van $0 0 $0 11 Highly Urban/ Urban

0

75 0 3

No

Yes M z_High School Clerical 5 Private $15,730 Minivan $0 0 $0 5 Highly Urban/ Urban

0

75 0 14

No

Yes z_F Masters Professional 23 Private $14,920 z_SUV $0 0 $9,540 11 Highly Urban/ Urban

0 6/1/45 75 0 14 $80,227 No $247,045 Yes z_F Masters Professional 23 Private $31,530 Pickup

3 $0 11 Highly Urban/ Urban

0

75 0 14

No z_No M Masters Lawyer 50 Private $10,650 Pickup $0 0

15 Highly Urban/ Urban

0

75 0 14 $6,450 No $0 z_No M

0 5/30/45 75 0 15

No

z_No z_F Bachelors z_Blue Collar 32 Private $18,910 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

75 0 11

No $0 z_No z_F Masters Lawyer 50 Private $7,000 Sports Car

3 $0 24 Highly Urban/ Urban

0 5/29/45 75 0 8

No $0 z_No z_F

0

75 0 16

No

Yes M Masters Lawyer 20 Private $20,570 Minivan $0 0 $0 12 Highly Urban/ Urban

0 5/27/45 75 0 16 $49,268 No $209,157 Yes M Masters 20 Commercial $17,810 Van

2 $0 12 Highly Urban/ Urban

0

75 0 12

No

,361

z_No z_F PhD Manager 21 Private $30,490 Minivan $0 0 $0 18 Highly Urban/ Urban

0

75 0 11

No

Yes z_F Masters Lawyer 38 Private $15,630 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 5/21/45 75 0 12 No

Yes M $32,922

3

4 Highly Urban/ Urban

0 5/21/45 75 0 10

No

z_No z_F z_High School Clerical 40 Private $14,650 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

1

75 1 7

No

Yes z_F Bachelors Professional 34 Private $13,320 z_SUV $7,884 5 $3,548 17 Highly Urban/ Urban

0

75 0 12

No

Yes M $4,901

Highly Urban/ Urban

0

75 0 12

No

Yes M PhD 30 Commercial

Panel Truck $0 0 $0 20 Highly Urban/ Urban

0 5/14/45 75 0 5

No

Yes z_F Bachelors Manager 7 Private $14,830 Minivan $0 0 $0 Highly Urban/ Urban

0

75 0

No

Yes z_F z_High School z_Blue Collar 30 Commercial $21,840 Sports Car $6,600 2 $3,008 5 Highly Urban/ Urban

0 5/12/45 75 0 6

No $0 z_No M Bachelors Professional 45 Commercial $9,790 Pickup $6,193 1

8 Highly Urban/ Urban

0

75 0 0 $0 No

Yes z_F Masters Home Maker 23 Private $6,900 Sports Car

4 $0 13 Highly Urban/ Urban

0

75 0 0 $0 No $0 Yes z_F z_High School Student 29 Private $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

75 0 10

No

Yes M z_High School z_Blue Collar 35 Commercial $15,870 Minivan

1 $5,161 1 Highly Urban/ Urban

0

75 0 0 $0 No

Yes z_F z_High School Home Maker 13 Private $7,140 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

75 0 13

No $0 z_No M z_High School z_Blue Collar 33 Commercial $8,450 Pickup $0 0 $0 z_Highly Rural/ Rural

0 4/27/45 75 0 12

No $0 z_No M Bachelors Manager 42 Private $11,510 Pickup $0 0 $0 6 Highly Urban/ Urban

1

75 1 0 $0 No $0 Yes z_F Bachelors Student 37 Private $10,600 Sports Car $5,493 3 $4,209 8 Highly Urban/ Urban

0 4/25/45 75 0 14

No

Yes z_F PhD Manager 37 Private $29,620 Minivan $0 0 $0 14 Highly Urban/ Urban

0

75 0 12

No

z_No M PhD Manager 18 Private $14,320 Minivan $0 0 $0 15 Highly Urban/ Urban

0

75 0 16

No

Yes z_F Masters Lawyer 37 Private $19,470 Minivan

1 $0 10 Highly Urban/ Urban

0

75 0 9

No

Yes z_F PhD Clerical 42 Commercial

Minivan

1 $0 10 z_Highly Rural/ Rural

0 4/19/45 75 0

No $163,729 Yes z_F z_High School Clerical 47 Private $18,200 Minivan

1

10 Highly Urban/ Urban

0 4/19/45 75 0 12

No

Yes M Masters 48 Commercial $11,230 Pickup

2 $0 1 z_Highly Rural/ Rural

0

75 0 0 $0 No

Yes z_F z_High School Home Maker 33 Private $13,570 Minivan $0 0 $0 8 Highly Urban/ Urban

0

75 0 15

No Yes z_F PhD Doctor 46 Private $15,570 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

75 0 6

No

Yes z_F z_High School Clerical 31 Private $14,310 z_SUV

1 $0 5 z_Highly Rural/ Rural

0

75 0 12

No

Yes M Masters 51 Commercial $23,250 Panel Truck $5,039 1

18 Highly Urban/ Urban

0

75 0 15 $74,208 No

Yes M Bachelors Manager 13 Commercial $22,330 Van $0 0 $0 10 Highly Urban/ Urban

0

75 0 0 $0 No $0 z_No z_F z_High School Student 38 Commercial $7,180 Sports Car

2 $4,046 5 z_Highly Rural/ Rural

0 4/6/45 75 0 14

No

Yes M Bachelors Professional 18 Commercial $22,900 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

75 0 7

No

z_No M Bachelors z_Blue Collar 5 Commercial $5,000 Pickup $0 0 $0 11 Highly Urban/ Urban

0

75 0 13

No

Yes z_F z_High School z_Blue Collar 36 Commercial $23,170 z_SUV $0 0

1 Highly Urban/ Urban

0 4/4/45 75 0 15

No

Yes z_F Masters Lawyer 18 Private $6,900 z_SUV $0 0 $0 21 Highly Urban/ Urban

0

75 0 13

No

Yes M $41,917

2

1 Highly Urban/ Urban

0

75 0 0 $0 No

z_No M Bachelors Home Maker 26 Commercial $11,020 Pickup $0 0 $1,037 7 Highly Urban/ Urban

0 4/1/45 75 0 14

No

Yes z_F Bachelors z_Blue Collar 21 Private $25,010 Minivan $0 0 $0 8 Highly Urban/ Urban

0

75 0 13

No $0 z_No M Bachelors z_Blue Collar 24 Commercial $14,800 Minivan $0 0 $0 9 Highly Urban/ Urban

0

75 0 13

No $0 z_No z_F Bachelors Manager 50 Private $9,070 z_SUV $0 0 $0 6 Highly Urban/ Urban

1

75 1 15

Yes

z_No M Masters Lawyer 37 Private $18,650 Van

1 $0 16 Highly Urban/ Urban

0

75 0 14

No Yes z_F Masters Lawyer 33 Private $23,350 z_SUV $4,091 1 $0 16 Highly Urban/ Urban

0

75 0 14

No

Yes M Bachelors Professional 30 Commercial

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

0

75 0 9

No $0 z_No z_F Bachelors Manager 50 Private

z_SUV $5,971 5 $0 13 Highly Urban/ Urban

0 3/24/45 75 0 9 No z_No z_F Bachelors Manager 50 Private $8,650 z_SUV

1 $0 13 Highly Urban/ Urban

0 3/24/45 75 0 12

No $0 z_No z_F Masters Manager 21 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 3/24/45 75 0 9 No z_No z_F Bachelors Manager 50 Private $19,440 Sports Car

2

13 Highly Urban/ Urban

0

75 0 12

No

Yes M Masters 5 Commercial $26,200 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

75 0 8

No $0 z_No M Bachelors z_Blue Collar 11 Commercial $14,610 Minivan $0 0 $0 Highly Urban/ Urban

0

75 0

No

Yes z_F Masters Professional 43 Private $16,710 Minivan

4 $2,635 16 Highly Urban/ Urban

0

75 0 11 No

Yes z_F z_High School Home Maker 5 Private $12,200 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0 3/19/45 75 0 13

No

z_No z_F Bachelors Manager 49 Private $14,340 Sports Car $0 0 $0 1 Highly Urban/ Urban

0 3/19/45 75 0 11

No

Yes M Masters 28 Commercial

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

0 3/19/45 75 0 11 No $153,917 Yes z_F z_High School Home Maker 5 Private $7,450 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

75 0 12

No $0 z_No z_F Bachelors z_Blue Collar 19 Commercial $9,640 z_SUV $0 0 $6,208 9 Highly Urban/ Urban

0

75 0 13

No

Yes M z_High School Professional 51 Private $1,500 Minivan $0 0 $0 1 Highly Urban/ Urban

0

75 0 14

No $0 z_No z_F Masters Lawyer 39 Private

Sports Car $0 0 $6,220 16 Highly Urban/ Urban

0 3/10/45 75 0

No

Yes M z_High School z_Blue Collar 24 Private $6,900 Minivan $0 0 $0 1 Highly Urban/ Urban

0

75 0 11

No

z_No M Bachelors Professional 26 Commercial $25,190 Panel Truck $3,110 2 $0 13 Highly Urban/ Urban

0

75 0 14

No

Yes M Masters Lawyer 55 Private $11,230 Minivan $0 0 $0 1 Highly Urban/ Urban

0

75 0 10

No

z_No M Masters Lawyer 40 Private $18,990 Van $0 0 $3,850 13 Highly Urban/ Urban

0

75 0 11

No $0 z_No M Masters Lawyer 5 Private $17,480 Minivan $0 0 $0 18 Highly Urban/ Urban

0 3/2/45 75 0 10

No

z_No M PhD Manager 47 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 3/2/45 75 0 12

No

Yes M z_High School Student 20 Private $3,320 Minivan

2

7 Highly Urban/ Urban

0

75 0

No Yes z_F

0 2/26/45 75 0 12

No $0 z_No M z_High School Professional 55 Private $2,280 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/26/45 75 0 12 $52,722 No $0 z_No M z_High School Professional 55 Private $12,170 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/26/45 75 0 12 $52,722 No $0 z_No M z_High School Professional 55 Commercial $21,390 Van $0 0 $6,093 1 Highly Urban/ Urban

0

75 0 11

No

z_No z_F Bachelors Professional 53 Private $22,930 z_SUV

2 $0 12 Highly Urban/ Urban

0 2/20/45 75 0 14

No

Yes M Masters Lawyer 25 Private $6,900 Pickup $0 0

15 Highly Urban/ Urban

0 2/19/45 75 0 0 $0 No

Yes z_F Masters Home Maker 36 Private $22,350 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

75 0 12

No $0 z_No M Masters Lawyer 31 Private $20,820 Minivan $6,987 2 $0 16 Highly Urban/ Urban

0 2/15/45 75 0 12

No

z_No M Masters Lawyer 30 Private $29,310 Minivan

1 $0 Highly Urban/ Urban

0

75 0 16

No

Yes z_F Bachelors Clerical 40 Private $18,290 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 2/13/45 75 0 11

No Yes M Masters Manager 32 Private $15,790 Minivan $0 0 $0 Highly Urban/ Urban

0 2/13/45 75 0 11 $88,903 No Yes M Masters Manager 32 Commercial $31,810 Panel Truck

4 $0 Highly Urban/ Urban

1

75 1 0 $0 Yes $0 z_No z_F Bachelors Home Maker 21 Private $18,820 z_SUV

1 $0 9 Highly Urban/ Urban

0 2/11/45 75 0

No $0 z_No M Masters Lawyer 51 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0

75 0 14

No

Yes z_F z_High School Manager 57 Commercial $30,240 Van $0 0 $0 1 Highly Urban/ Urban

0

75 0 12

No

z_No M PhD Doctor 20 Private $17,350 Van $0 0

16 Highly Urban/ Urban

0 2/7/45 75 0 12

No $0 z_No z_F Bachelors Manager 14 Private $14,630 z_SUV

2 $0 9 Highly Urban/ Urban

0 2/7/45 75 0 12

No

z_No z_F PhD Doctor 46 Private $31,520 Minivan $0 0 $0 15 Highly Urban/ Urban

0 2/6/45 75 0 13

No

Yes M Bachelors Manager 18 Commercial $19,660 Van $24,690 1 $0 4 Highly Urban/ Urban

0 2/4/45 75 0 12 $112,481 No

Yes M PhD 8 Commercial $25,790 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

75 0 14 $40,862 No $0 z_No z_F Masters Home Maker 48 Private $20,400 z_SUV $0 0

17 Highly Urban/ Urban

0 2/3/45 75 0 13

No

Yes M

0

75 0 13

No

Yes M z_High School Clerical 35 Private $15,240 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/30/45 75 0 14

No

Yes M Bachelors z_Blue Collar 51 Commercial $25,430 Minivan $0 0 $0 4 z_Highly Rural/ Rural

0

75 0 9

No

Yes z_F PhD Doctor 51 Private $6,900 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 1/26/45 75 0 12

No $0 z_No z_F Bachelors z_Blue Collar 25 Commercial $13,060 z_SUV

2 $0 10 Highly Urban/ Urban

0

75 0

No

Yes M Bachelors Home Maker 64 Private $7,730 Pickup $0 0 $0 6 Highly Urban/ Urban

0

75 0 12

No $0 Yes M z_High School Student 14 Commercial $7,960 Pickup

2 $458 9 Highly Urban/ Urban

0

75 0 10

No $0 z_No M Bachelors Professional 44 Commercial $7,590 Pickup

4 $1,381 7 Highly Urban/ Urban

0 1/18/45 75 0 7

No

z_No z_F Masters Lawyer 41 Private $6,900 Sports Car $0 0 $0 16 Highly Urban/ Urban

0 1/18/45 75 1 11

Yes

z_No z_F z_High School z_Blue Collar 39 Commercial $18,690 Minivan $0 0

1 Highly Urban/ Urban

0

75 0 13

No

Yes M Bachelors z_Blue Collar 72 Commercial

Minivan $0 0 $0 13 z_Highly Rural/ Rural

0 1/17/45 75 0 13

No

Yes M Masters 35 Commercial $27,710 Panel Truck $0 0 $0 5 Highly Urban/ Urban

0 1/16/45 75 0 10

No

Yes M Masters Manager 38 Private $18,340 Van $0 0 $0 19 Highly Urban/ Urban

0 1/14/45 75 0 12 No

Yes M PhD Manager 22 Commercial

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

0 1/14/45 75 0 12 No $296,150 Yes M PhD Manager 22 Private $18,680 Van $0 0 $0 14 Highly Urban/ Urban

0

75 0 10

No $0 z_No M z_High School Student 12 Commercial $12,290 Minivan $0 0 $0 z_Highly Rural/ Rural

0

75 0 10

No

z_No z_F Masters Manager 21 Private $15,050 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

75 0 13

No

Yes z_F Masters Lawyer 51 Private $9,060 z_SUV

3 $0 15 Highly Urban/ Urban

0 1/2/45 75 0 13

No

Yes z_F Bachelors Professional 32 Private $14,630 z_SUV

1 $0 11 Highly Urban/ Urban

0 1/1/45 75 0 12

No

Yes z_F Masters Lawyer 32 Private $21,380 Minivan $0 0 $0 9 Highly Urban/ Urban

0

75 0 9

No $0 z_No z_F Masters Manager 45 Private $20,410 z_SUV $0 0 $0 Highly Urban/ Urban

0

75 0

No $240,155 Yes M Bachelors z_Blue Collar 43 Commercial $31,410 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

75 0 13

No $0 z_No M z_High School Professional 34 Private $12,260 Minivan

2 $0 11 Highly Urban/ Urban

0 12/25/44 75 0 15 $4,716 No

Yes M z_High School Student 25 Private $7,770 Pickup $0 0

1 Highly Urban/ Urban

0

75 0 12

No $0 z_No z_F PhD Manager 35 Private $32,140 Minivan $0 0 $0 14 Highly Urban/ Urban

0

75 0 15

No

Yes z_F Masters Lawyer 40 Private $21,430 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

75 0 10 $19,920 No

Yes M $33,694

2 $0 4 Highly Urban/ Urban

0

75 0 10

No

Yes z_F PhD Manager 39 Private $19,900 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

75 0 15

No

Yes M $26,281

1

1 Highly Urban/ Urban

0

75 0 16

No

Yes z_F z_High School Home Maker 36 Private $3,500 Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0 12/10/44 75 0 14

No

Yes M Bachelors Professional 56 Private $19,750 Minivan $0 0 $0 16 z_Highly Rural/ Rural

0

75 0 13

No

Yes z_F z_High School z_Blue Collar 44 Commercial $12,400 Minivan $0 0 $0 10 Highly Urban/ Urban

0

75 0 9

No

z_No z_F Masters Professional 21 Commercial

Pickup

1 $0 9 Highly Urban/ Urban

0 12/6/44 75 0 12

No

Yes M Masters Manager 13 Commercial

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

0

75 0 17

No

Yes z_F Masters Lawyer 47 Private $17,260 Sports Car $1,540 2 $0 9 Highly Urban/ Urban

0

75 0 11

No $0 z_No z_F Masters Lawyer 46 Private $16,770 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

75 0 11

No $0 z_No M Masters Lawyer 52 Private $7,650 Pickup

2 $3,897 15 Highly Urban/ Urban

0 11/29/44 75 0 11

No

Yes M $34,300

Panel Truck

3 $0 1 z_Highly Rural/ Rural

0

75 0 14

No $0 z_No M

0

75 0 7

No

z_No M Bachelors Professional 10 Private $6,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

75 0 13

No

z_No M Masters Lawyer 41 Private $8,470 Minivan $0 0 $0 16 Highly Urban/ Urban

0

75 0 5

No

Yes z_F Masters Manager 42 Private $13,240 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 11/19/44 75 0 14

No z_No z_F Masters 26 Commercial

Pickup $0 0 $0 17 Highly Urban/ Urban

0

75 0 6 $48,509 No

Yes z_F z_High School z_Blue Collar 31 Commercial $18,390 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 11/17/44 75 0 6 $48,509 No $210,146 Yes z_F z_High School z_Blue Collar 31 Commercial $6,400 z_SUV

2 $0 8 Highly Urban/ Urban

0

75 0 16

No $0 Yes M z_High School Student 33 Commercial $11,030 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 11/16/44 75 0 15

No

Yes M Bachelors Manager 59 Commercial $24,130 Panel Truck

1 $0 8 Highly Urban/ Urban

0

75 0 16

No

Yes M PhD 46 Commercial $24,770 Panel Truck $0 0 $0 13 z_Highly Rural/ Rural

0

75 0 10

No $0 z_No M Bachelors Clerical 37 Commercial

Panel Truck $0 0

8 Highly Urban/ Urban

0

75 0 15

No Yes M Bachelors Professional 21 Commercial $23,120 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

75 0 13

No

Yes M Bachelors Manager 61 Private $14,000 Minivan $0 0 $0 6 Highly Urban/ Urban

0

75 0 13

No

Yes z_F z_High School z_Blue Collar 42 Private $22,930 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

75 0 0 $0 No

Yes z_F Bachelors Home Maker 30 Private $19,590 Sports Car $0 0 $0 11 Highly Urban/ Urban

0 10/31/44 75 0 13

No

Yes M Bachelors Manager 10 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

0

75 0 14

No $0 z_No M Masters Lawyer 47 Private $13,700 Minivan

3 $0 18 Highly Urban/ Urban

0 10/27/44 75 0 14

No

Yes M Masters Lawyer 19 Private $7,000 Minivan $0 0 $0 17 Highly Urban/ Urban

0

75 0 10

No $0 z_No M Masters Manager 46 Commercial $5,730 Pickup $4,582 2 $0 19 Highly Urban/ Urban

0

75 0 11 $3,865 No $0 z_No z_F $6,089

2 $3,492 1 Highly Urban/ Urban

0 10/19/44 75 0 No z_No z_F PhD Home Maker 48 Private $23,060 z_SUV $7,052 2 $0 7 Highly Urban/ Urban

0

75 0 13

No

Yes z_F Masters Lawyer 60 Private $8,970 z_SUV

2 $0 Highly Urban/ Urban

0 10/17/44 75 0 13 $19,694 No $162,610 Yes z_F Masters Lawyer 63 Private $22,430 z_SUV $0 0 $0 Highly Urban/ Urban

0

75 0 11

No

Yes z_F $2,200

1 Highly Urban/ Urban

0

75 0 14 $145,735 No

z_No M Masters Lawyer 26 Private $8,460 Pickup $0 0 $0 15 Highly Urban/ Urban

0 10/12/44 75 0 8

No

z_No M Masters Lawyer 44 Private $17,800 Van $0 0 $0 Highly Urban/ Urban

0

75 0 10

No $154,672 Yes z_F Masters Manager 26 Private

Minivan $0 0 $0 20 Highly Urban/ Urban

0 10/10/44 75 0 10 $20,046 No $154,672 Yes z_F Masters Manager 57 Private $5,300 z_SUV $0 0

20 Highly Urban/ Urban

0

75 0 13

No

Yes M Masters Lawyer 10 Private $12,960 Minivan $0 0 $0 19 Highly Urban/ Urban

0

75 0 1

No $0 z_No M Masters Lawyer 41 Private $7,030 Pickup $7,373 4 $0 13 Highly Urban/ Urban

0 10/4/44 75 0 8

No

Yes M Masters Manager 47 Private $17,020 Van $0 0 $3,367 18 Highly Urban/ Urban

0 10/4/44 75 0 6

No $0 z_No M Masters 39 Commercial $11,940 Pickup $0 0 $0 19 Highly Urban/ Urban

0

75 0 14 $35,263 No

Yes z_F z_High School z_Blue Collar 27 Commercial $18,880 Pickup $0 0

1 Highly Urban/ Urban

0

75 0 12

No

z_No z_F Bachelors z_Blue Collar 17 Commercial $29,990 Panel Truck $0 0 $0 7 z_Highly Rural/ Rural

0 10/1/44 75 0 12

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $20,390 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 10/1/44 75 0 12 $63,376 No $225,111 Yes z_F Bachelors z_Blue Collar 25 Commercial $25,450 Minivan $0 0 $0 14 z_Highly Rural/ Rural

0 10/1/44 75 0 12 $63,376 No $225,111 Yes z_F Bachelors z_Blue Collar 25 Commercial $13,340 z_SUV $0 0 $0 14 z_Highly Rural/ Rural

0 10/1/44 75 0 14

No

Yes M Masters Lawyer 43 Private $13,190 Minivan $2,371 3 $0 12 Highly Urban/ Urban

0 10/1/44 75 0 12 $130,162 No $356,853 z_No z_F Bachelors z_Blue Collar 17 Commercial

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

0

75 0 2

No Yes z_F z_High School z_Blue Collar 44 Commercial $12,820 z_SUV $0 0 $2,927 9 Highly Urban/ Urban

0

75 0 13 $74,295 No

Yes z_F Bachelors Clerical 26 Private $1,500 z_SUV

4 $0 Highly Urban/ Urban

0

75 0

No

Yes M Bachelors z_Blue Collar 21 Commercial $5,760 Pickup $969 2 $0 11 Highly Urban/ Urban

0

75 0 8

No $0 z_No M PhD 13 Commercial

Panel Truck $7,531 2 $0 18 Highly Urban/ Urban

0 9/15/44 75 0 6

No

Yes z_F Bachelors Manager 5 Private $15,590 Minivan $0 0 $0 14 Highly Urban/ Urban

0 9/15/44 75 0 13

No

Yes M PhD Doctor 41 Private $15,060 Minivan

1 $0 19 Highly Urban/ Urban

0

75 0 14

No

z_No M PhD 26 Commercial $24,450 Panel Truck $4,478 4 $0 9 Highly Urban/ Urban

0 9/14/44 75 1 16

No

Yes z_F Masters Manager 55 Private $26,030 Minivan

3 $0 12 Highly Urban/ Urban

0 9/14/44 75 0 11

No

Yes z_F Bachelors Manager 35 Private $9,790 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

75 0 7 No

Yes z_F z_High School Manager 26 Private $1,500 z_SUV

3 $0 7 Highly Urban/ Urban

0

75 0 12

No

Yes z_F PhD Lawyer 8 Private $29,170 z_SUV

2 $0 13 Highly Urban/ Urban

0

75 0 10

No

Yes M Masters 28 Commercial $10,940 Pickup $0 0 $4,423 14 Highly Urban/ Urban

0

75 0 9

No z_No z_F Bachelors z_Blue Collar 29 Commercial $7,000 Sports Car $1,815 4 $3,842 11 Highly Urban/ Urban

0

75 0 11

No

Yes M z_High School Manager 28 Commercial $23,470 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

75 0 13

No

Yes M Masters Manager 18 Commercial

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

0

75 0 12 $26,088 No $0 z_No M $2,158

3

6 Highly Urban/ Urban

0 9/3/44 75 0 10

No $0 z_No z_F Bachelors Professional 6 Private

z_SUV $0 0 $0 5 Highly Urban/ Urban

0

75 0 18

No

Yes M z_High School z_Blue Collar 49 Commercial $11,550 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

75 0 12 No

Yes z_F Bachelors Home Maker 36 Private $1,500 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

1 9/1/44 75 0 15

No

Yes z_F Masters Manager 45 Private $1,500 z_SUV

4 $0 15 Highly Urban/ Urban

0

75 0 8

No

Yes z_F Bachelors Professional 16 Private $17,140 Minivan $0 0 $0 15 Highly Urban/ Urban

0 8/29/44 75 0 14 $37,523 No

Yes z_F $4,041

Highly Urban/ Urban

0

75 0 12 $39,833 No

Yes z_F z_High School z_Blue Collar 32 Private $5,480 Sports Car

1

1 Highly Urban/ Urban

0

75 0 12

No

Yes M Masters 5 Commercial $18,080 Van $0 0

1 Highly Urban/ Urban

0 8/24/44 75 0 12

No

Yes M Masters Professional 32 Private $20,190 Van $0 0 $0 12 Highly Urban/ Urban

0

75 0 14

No

Yes z_F PhD 21 Commercial $24,640 Van $0 0 $0 7 Highly Urban/ Urban

0 8/21/44 75 0 9

No

Yes z_F $25,033

1 $0 Highly Urban/ Urban

0

75 0 12

No

Yes M Masters Professional 54 Private $23,980 Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 8/20/44 75 0 13

No

Yes z_F z_High School z_Blue Collar 40 Commercial $7,000 z_SUV $6,552 1 $3,667 1 Highly Urban/ Urban

0

75 0 7

No

Yes M z_High School z_Blue Collar 56 Commercial $11,200 Pickup

2 $0 10 Highly Urban/ Urban

0

75 0 15

No

Yes M Bachelors z_Blue Collar 41 Private $8,410 Pickup $0 0 $0 9 Highly Urban/ Urban

0 8/17/44 75 0 14

No

Yes M

0

75 0 12

No $0 z_No z_F $36,661

2 $0 5 Highly Urban/ Urban

0 8/16/44 75 0 0 $0 No

Yes z_F z_High School Student 5 Private $22,040 Pickup $3,707 2 $0 1 Highly Urban/ Urban

0

75 0 0 $0 No

Yes z_F Bachelors Home Maker 11 Private $8,560 Sports Car $3,769 2

14 Highly Urban/ Urban

0 8/15/44 75 0 12

No

Yes z_F Bachelors z_Blue Collar 30 Commercial $10,750 z_SUV $2,595 2 $0 11 Highly Urban/ Urban

0

75 0 9

No

Yes z_F Bachelors z_Blue Collar 34 Commercial $17,300 Minivan $0 0 $0 9 Highly Urban/ Urban

0

75 0 13

No $217,584 Yes M Bachelors Professional 13 Private $13,950 Minivan $0 0 $0 11 Highly Urban/ Urban

0

75 0 13 $28,196 No

z_No z_F z_High School Clerical 27 Private $16,340 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

75 0 6

No

Yes M Masters Lawyer 6 Private $15,960 Minivan $0 0 $0 18 Highly Urban/ Urban

0

75 0 14

No

z_No M Bachelors Professional 45 Commercial

Panel Truck $0 0 $0 Highly Urban/ Urban

0

75 0 11

No

Yes z_F Bachelors z_Blue Collar 17 Commercial $17,930 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

75 0 12

No $0 z_No M PhD 31 Commercial $28,850 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

75 0 10

No

Yes z_F Masters Lawyer 21 Private

z_SUV

1 $0 12 Highly Urban/ Urban

0

76 0 13

No $0 z_No M Bachelors z_Blue Collar 28 Private $25,700 Minivan

1 $0 12 Highly Urban/ Urban

0

76 0 15

No

Yes M Masters Lawyer 40 Private $37,360 Minivan $0 0 $0 19 Highly Urban/ Urban

0

76 0 12

No

Yes M Masters Lawyer 53 Private $34,030 Minivan $0 0 $0 16 Highly Urban/ Urban

0

76 0 12

No $0 z_No M Bachelors Clerical 29 Commercial $9,160 Pickup $0 0 $0 4 z_Highly Rural/ Rural

0

76 0 12

No

Yes M Masters Manager 60 Commercial $38,340 Panel Truck $0 0 $0 16 Highly Urban/ Urban

0

76 0 7

No

Yes z_F Masters Lawyer 5 Private $19,380 Minivan $0 0 $0 13 Highly Urban/ Urban

0 7/25/44 76 0 7 $45,787 No $173,196 Yes z_F Masters Lawyer 5 Private $11,580 z_SUV $2,528 1 $0 13 Highly Urban/ Urban

0

76 0 14

No

Yes z_F Masters Lawyer 8 Private $7,000 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

76 0 12

No

Yes M Bachelors Manager 5 Commercial $26,320 Panel Truck $5,551 1 $0 Highly Urban/ Urban

0

76 0 9

No $0 z_No M Bachelors Professional 51 Commercial $18,290 Van $5,493 3 $0 11 Highly Urban/ Urban

0

76 0 15

No

Yes M Masters Professional 5 Private $1,500 Minivan $26,544 2 $0 13 z_Highly Rural/ Rural

0

76 0 12

No

z_No M Bachelors Professional 35 Commercial $25,590 Panel Truck $0 0 $0 z_Highly Rural/ Rural

0

76 0 10

No

Yes z_F Masters Manager 7 Private $9,500 z_SUV $0 0 $0 13 Highly Urban/ Urban

0

76 0 13

No

Yes z_F Bachelors Professional 24 Private $13,740 Pickup

3 $0 15 Highly Urban/ Urban

0

76 0 15

No $0 z_No z_F Masters Lawyer 7 Private $25,160 Minivan $30,500 2 $0 17 Highly Urban/ Urban

0 7/10/44 76 0 15 $81,427 No $0 z_No z_F Masters Lawyer 7 Private $20,320 Pickup

2 $5,413 17 Highly Urban/ Urban

0

76 0 13 $7,898 No

z_No z_F PhD Home Maker 38 Private $9,310 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

76 0 14

No

Yes z_F z_High School z_Blue Collar 21 Commercial $22,740 Sports Car $0 0

1 Highly Urban/ Urban

0

76 0 10

No

Yes z_F Masters Lawyer 42 Private $21,110 Sports Car $0 0 $0 22 z_Highly Rural/ Rural

0

76 0 14 $17,049 No $86,562 Yes M $7,153

1

5 Highly Urban/ Urban

0 6/24/44 76 0 13

No

Yes z_F Bachelors z_Blue Collar 60 Private $8,510 z_SUV $0 0 $0 3 z_Highly Rural/ Rural

0

76 0 16

No

Yes z_F z_High School Professional 20 Private $13,460 z_SUV $5,916 3 $0 7 Highly Urban/ Urban

0

76 0 14

No

z_No z_F PhD Doctor 30 Private $22,620 z_SUV $0 0 $0 16 Highly Urban/ Urban

0 6/22/44 76 0 12

No

Yes z_F PhD Lawyer 11 Private $20,280 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

76 0 14

No

Yes M PhD Doctor 36 Private $22,460 Minivan $0 0 $0 18 Highly Urban/ Urban

0

76 0 14 $6,094 No $0 Yes M z_High School Student 28 Commercial $22,770 Panel Truck $2,631 1 $0 1 Highly Urban/ Urban

0

76 0 12

No $0 z_No M Masters Manager 56 Commercial $7,000 Pickup

2 $0 13 Highly Urban/ Urban

0

76 0 14

No

Yes z_F PhD Manager 30 Private $26,810 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

76 0 17

No

Yes z_F Masters Lawyer 17 Private $9,740 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

76 0 10

No $0 z_No z_F z_High School z_Blue Collar 24 Commercial $18,080 z_SUV $0 0 $0 8 z_Highly Rural/ Rural

0

76 0 15

No $0 z_No z_F Masters Professional 38 Private $18,080 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 6/10/44 76 0 13

No $0 z_No M PhD Manager 23 Private $10,250 Minivan $0 0 $0 13 Highly Urban/ Urban

0

76 0 14

No

Yes z_F PhD 5 Private $11,430 Sports Car

2 $0 10 Highly Urban/ Urban

0

76 0 13

No z_No M Masters 39 Commercial $26,500 Panel Truck

3 $0 5 Highly Urban/ Urban

0

76 0 0 $0 No

Yes z_F z_High School Home Maker 34 Commercial $26,890 Pickup $0 0 $0 10 Highly Urban/ Urban

0

76 0 8

No

Yes M Bachelors Professional 57 Commercial $30,870 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

76 0 12

No $0 z_No M z_High School Home Maker 38 Private $17,050 Minivan

3

1 Highly Urban/ Urban

0

76 0 5

No

Yes z_F PhD Manager 16 Private $22,980 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

76 0 No

Yes z_F $6,161

3 $0 7 Highly Urban/ Urban

1

76 1 11

Yes

z_No M z_High School z_Blue Collar 42 Commercial $8,310 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0 5/31/44 76 0 13

No $0 z_No z_F Bachelors Manager 16 Private $13,760 Sports Car $0 0 $0 8 Highly Urban/ Urban

0 5/31/44 76 0 16

No

Yes M Masters Lawyer 47 Private $14,690 Minivan

1 $0 8 Highly Urban/ Urban

0

76 0 11

No $0 z_No z_F PhD Doctor 41 Private $24,680 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 5/29/44 76 0 11 $241,408 No $0 z_No z_F PhD Doctor 41 Private $41,230 Van $0 0 $0 17 Highly Urban/ Urban

0

76 0 13

No

Yes M Masters Lawyer 27 Private $13,460 Minivan $0 0 $0 10 Highly Urban/ Urban

0

76 0 13

No

Yes z_F PhD Lawyer 54 Private

Van

2 $0 Highly Urban/ Urban

0

76 0

No

z_No M Masters Lawyer 28 Private $14,750 Minivan $0 0 $0 11 Highly Urban/ Urban

0

76 0 15

No Yes M $5,660

2

1 Highly Urban/ Urban

0 5/23/44 76 0 12

No

Yes M Masters Manager 28 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

76 0 13

No $0 z_No M Bachelors Professional 8 Commercial $24,120 Panel Truck $0 0 $3,134 11 Highly Urban/ Urban

0

76 0 14

No

Yes M Bachelors z_Blue Collar 45 Commercial

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

0

76 0 13

No z_No z_F Bachelors Professional 61 Private $12,520 z_SUV

1

12 z_Highly Rural/ Rural

0 5/15/44 76 0 13

No

z_No M PhD 5 Commercial

Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

76 0 12

No

Yes z_F Bachelors z_Blue Collar 43 Commercial $27,400 Van $0 0 $0 13 Highly Urban/ Urban

0 5/11/44 76 0 13

No

z_No z_F Bachelors z_Blue Collar 33 Commercial

Van

2 $0 10 Highly Urban/ Urban

0

76 0 12

No $0 Yes z_F z_High School Student 16 Commercial $7,810 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

76 0 15

No

Yes z_F Masters Manager 18 Private $12,320 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 5/8/44 76 0 10

No $0 z_No M Masters Manager 36 Private

Minivan $0 0 $0 8 Highly Urban/ Urban

3

76 0 7

No

Yes z_F PhD Doctor 54 Private $20,000 Minivan $0 0 $0 13 Highly Urban/ Urban

0 5/4/44 76 0 12

No

Yes M PhD 16 Commercial $7,000 Pickup

2 $0 12 Highly Urban/ Urban

0

76 0 5

No

Yes M Bachelors Manager 15 Private $15,320 Minivan $0 0 $0 14 Highly Urban/ Urban

0 5/2/44 76 0 13 No $0 z_No M Masters Lawyer 8 Private $19,710 Minivan $0 0 $0 17 Highly Urban/ Urban

0

76 0 14

No

Yes z_F Masters Professional 18 Private $16,050 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

76 0 13

No

Yes z_F Bachelors Manager 44 Private $7,000 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

76 0 14

No

Yes M Bachelors Clerical 63 Private $11,490 Pickup $6,290 3 $0 8 Highly Urban/ Urban

0 4/28/44 76 0 15 $71,402 No

Yes M z_High School z_Blue Collar 19 Commercial $27,370 Panel Truck

2 $0 9 Highly Urban/ Urban

0

76 0 16

No Yes z_F z_High School Home Maker 33 Private $15,540 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 4/27/44 76 0 5

No

Yes z_F Bachelors z_Blue Collar 39 Commercial $7,000 z_SUV $0 0 $0 6 Highly Urban/ Urban

1

76 1 12

No $0 Yes z_F $13,277

7 z_Highly Rural/ Rural

0

76 1 15

No

Yes z_F Masters Lawyer 18 Private $20,290 Minivan $0 0 $0 16 Highly Urban/ Urban

0

76 0 15

No

Yes z_F z_High School Clerical 32 Private $18,150 Minivan $0 0 $0 8 Highly Urban/ Urban

0 4/19/44 76 0 13

No

Yes z_F Bachelors Professional 32 Private $12,950 z_SUV $677 2 $0 5 Highly Urban/ Urban

0

76 0 0 $0 No

Yes M z_High School Home Maker 31 Private $7,770 z_SUV $0 0 $0 Highly Urban/ Urban

0 4/18/44 76 0 13

No

Yes M Bachelors z_Blue Collar 56 Private $20,260 Minivan $0 0 $0 10 Highly Urban/ Urban

0

76 0 13 $32,880 No

Yes M $1,100

1 Highly Urban/ Urban

0

76 0 10 No $0 z_No z_F PhD Home Maker 61 Private $17,720 Minivan $0 0 $3,848 15 Highly Urban/ Urban

0 4/14/44 76 0 15

No Yes M z_High School z_Blue Collar 15 Private $10,470 Pickup

1 $0 Highly Urban/ Urban

0

76 0 14

No

Yes M PhD Manager 28 Commercial $22,980 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0 4/11/44 76 0 14 $72,337 No $210,378 Yes M PhD Manager 28 Commercial $27,130 Panel Truck $4,957 3 $0 11 Highly Urban/ Urban

0 4/11/44 76 0 16

No $0 z_No z_F Masters Home Maker 43 Private $18,540 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

76 0 13 No

z_No z_F PhD Home Maker 5 Private $21,270 Sports Car

1 $5,386 20 Highly Urban/ Urban

0

76 0 9

No

Yes M

0

76 0 10

No

Yes z_F z_High School z_Blue Collar 32 Commercial $5,570 Sports Car $0 0 $6,835 9 Highly Urban/ Urban

0

76 0 11

No $0 z_No M z_High School Student 5 Private $12,330 Minivan $0 0 $0 7 Highly Urban/ Urban

0

76 0 8 No

z_No M Bachelors Clerical 36 Commercial

Pickup $0 0 $0 1 z_Highly Rural/ Rural

0

76 0 14

No

z_No z_F z_High School Professional 17 Private $22,770 Minivan $0 0 $0 1 Highly Urban/ Urban

0

76 0 15

No $0 z_No M Masters 5 Commercial $17,020 Van

2 $5,546 21 Highly Urban/ Urban

0 3/29/44 76 0

No

Yes z_F Masters Manager 12 Private $19,610 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 3/29/44 76 0 15

No

Yes M PhD Doctor 40 Private $18,290 Van $0 0 $0 18 Highly Urban/ Urban

0

76 0 13

No

z_No M Bachelors Professional 45 Private $15,390 Minivan $23,290 1 $0 16 Highly Urban/ Urban

0

76 0 6

No

Yes z_F Bachelors z_Blue Collar 5 Commercial $22,750 Minivan $0 0 $0 3 Highly Urban/ Urban

0 3/21/44 76 0 15

No

Yes M Bachelors Professional 52 Private $17,070 Van

2 $0 1 Highly Urban/ Urban

0

76 0 13

No

z_No z_F Bachelors Manager 43 Private $19,760 Pickup

3 $0 7 Highly Urban/ Urban

1

76 2 15

Yes $0 z_No M PhD Doctor 41 Private $19,450 Minivan

2 $0 13 Highly Urban/ Urban

0 3/18/44 76 0 12

No

z_No M Bachelors Professional 39 Commercial $9,310 Pickup $0 0 $9,543 14 Highly Urban/ Urban

0 3/18/44 76 0 11

No

Yes z_F Masters Lawyer 35 Private $21,420 z_SUV $6,440 1 $2,301 8 Highly Urban/ Urban

1

76 1 11

Yes $0 z_No M $41,844

3 $0 1 Highly Urban/ Urban

0

76 0 11

No $0 z_No M Bachelors Professional 24 Commercial

Panel Truck $6,978 2 $1,441 1 Highly Urban/ Urban

0

76 1 15

No

Yes z_F Bachelors z_Blue Collar 72 Commercial $21,130 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0

76 0 0 $0 No $0 z_No M

0 3/7/44 76 0 12

No $0 Yes M z_High School Student 59 Private $1,500 Minivan $23,756 2 $0 6 z_Highly Rural/ Rural

0 3/7/44 76 0 7

No

Yes z_F Bachelors Home Maker 63 Private $9,480 Sports Car $3,587 3 $0 9 Highly Urban/ Urban

0 3/7/44 76 0 12 $43,293 No $0 Yes M z_High School Student 59 Commercial

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

0

76 0 8

No

Yes M PhD Lawyer 48 Private $13,210 Minivan $3,029 3 $0 15 Highly Urban/ Urban

0

76 0 11

No

Yes M Bachelors Manager 25 Commercial $17,600 Van

2 $0 9 Highly Urban/ Urban

0 3/3/44 76 0 13

No

Yes z_F Masters Manager 31 Private

Pickup $0 0 $0 19 Highly Urban/ Urban

0

76 0 7

No

Yes M Bachelors Manager 5 Private $20,040 Van $0 0 $0 1 Highly Urban/ Urban

0

76 0

No

Yes M Masters 20 Commercial

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

0 3/1/44 76 0 9

No

Yes z_F $1,174

1 $0 6 Highly Urban/ Urban

0 2/29/44 76 0 13

No

Yes M z_High School z_Blue Collar 39 Commercial $14,660 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 2/29/44 76 0 12

No

Yes M Masters Lawyer 47 Private $21,280 Van $615 1 $4,857 17 Highly Urban/ Urban

0

76 0 13

No

Yes M z_High School Professional 48 Commercial $7,810 Pickup $0 0 $0 1 Highly Urban/ Urban

0

76 0 12

No

Yes M z_High School z_Blue Collar 26 Private $14,950 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0 2/24/44 76 0 11 $83,304 No

Yes M Bachelors Manager 40 Private $15,330 Minivan

3 $4,037 7 Highly Urban/ Urban

0 2/23/44 76 0 15

No

Yes M Masters Lawyer 36 Private $13,430 Minivan $0 0 $0 14 Highly Urban/ Urban

0 2/23/44 76 0 15

No

Yes z_F PhD Doctor 25 Private $12,020 Minivan $0 0 $0 8 Highly Urban/ Urban

0 2/23/44 76 0 9

No

Yes z_F PhD Doctor 12 Private $17,760 z_SUV $0 0 $0 20 Highly Urban/ Urban

0

76 0 8 No

z_No M

0

76 0 13

No

Yes z_F PhD Lawyer 31 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/19/44 76 0 13 $240,198 No $600,591 Yes z_F PhD Lawyer 46 Private

Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/17/44 76 0 16

No

Yes M Masters 44 Commercial $23,320 Panel Truck $0 0 $0 19 Highly Urban/ Urban

0

76 0 12

No $0 z_No M Masters 24 Commercial $38,200 Panel Truck

2 $3,982 12 Highly Urban/ Urban

0 2/15/44 76 0 16

No

Yes M Masters Lawyer 10 Private $25,040 Minivan $0 0 $0 18 Highly Urban/ Urban

0 2/15/44 76 0 16 $97,890 No $325,876 Yes M Masters 10 Commercial $24,930 Panel Truck $569 1 $0 18 Highly Urban/ Urban

0

76 0 11

No $0 z_No M PhD 14 Commercial $22,220 Van $3,005 2 $0 Highly Urban/ Urban

0 2/13/44 76 0 16

No

Yes M Masters 38 Commercial $16,230 Van $0 0

1 Highly Urban/ Urban

0

76 0 15

No

Yes M Bachelors z_Blue Collar 48 Commercial $34,310 Panel Truck $4,423 2 $1,698 12 Highly Urban/ Urban

0 2/10/44 76 0 11

No

Yes z_F Bachelors Manager 27 Private $15,890 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 2/10/44 76 0 12

No Yes z_F PhD Lawyer 18 Private $27,120 Minivan $0 0 $0 16 Highly Urban/ Urban

0

76 0 13 No

Yes M Bachelors z_Blue Collar 33 Commercial $11,180 Pickup $9,111 2 $0 3 Highly Urban/ Urban

0 2/9/44 76 0 0 $0 No $0 z_No z_F $4,112

1 Highly Urban/ Urban

0

76 0 13

No

z_No M Masters Lawyer 27 Private $7,000 Pickup $0 0 $0 15 Highly Urban/ Urban

0 2/1/44 76 0 11

No

z_No z_F Masters Professional 21 Private

Minivan

4 $0 15 Highly Urban/ Urban

0 2/1/44 76 0 10

No $0 z_No M Masters Professional 63 Private $11,860 Pickup $0 0 $0 13 Highly Urban/ Urban

0 2/1/44 76 0 13

No

z_No M $7,038

2 $0 1 Highly Urban/ Urban

0 2/1/44 76 0 12

No

Yes z_F Masters Lawyer 8 Private $18,760 Minivan $0 0 $0 8 Highly Urban/ Urban

0

76 0 13

No

Yes z_F Bachelors z_Blue Collar 31 Commercial $17,290 z_SUV

1

5 Highly Urban/ Urban

0 1/26/44 76 0 14

No

z_No z_F Bachelors Home Maker 38 Private $7,000 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

76 0 15 No

Yes M Bachelors Professional 40 Commercial

Panel Truck

2 $0 9 Highly Urban/ Urban

0

76 0 15

No $133,408 Yes z_F z_High School Home Maker 142 Commercial $8,950 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 1/20/44 76 0 13

No

Yes M z_High School Professional 26 Commercial $24,010 Panel Truck

2 $0 1 Highly Urban/ Urban

0 1/20/44 76 0 13

No

Yes M Bachelors Professional 5 Private $21,060 Van $0 0 $0 11 Highly Urban/ Urban

0 1/17/44 76 0 10

No

Yes M Masters Manager 46 Private $7,310 Pickup $0 0 $0 10 Highly Urban/ Urban

0

76 0 13

No

Yes M z_High School Clerical 30 Private $6,000 Minivan $0 0 $0 9 Highly Urban/ Urban

0

76 0 14 No

Yes z_F z_High School Professional 55 Private $24,110 Minivan

3 $0 1 Highly Urban/ Urban

0 1/10/44 76 0 10

No

Yes M Bachelors z_Blue Collar 25 Commercial $25,430 Panel Truck $4,564 3

8 Highly Urban/ Urban

0 1/10/44 76 0 14

No

Yes M z_High School z_Blue Collar 51 Commercial $7,000 Pickup

3 $0 8 Highly Urban/ Urban

0

76 0 11

No

Yes M Masters Lawyer 20 Private $33,470 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0 1/9/44 76 0 0 $0 No

Yes z_F

0 1/8/44 76 0 11

No

Yes z_F Bachelors z_Blue Collar 39 Commercial $37,670 Minivan $0 0 $0 10 Highly Urban/ Urban

0

76 0 12

No

Yes M Masters Manager 46 Private $24,100 Minivan $0 0 $0 1 Highly Urban/ Urban

0

76 0 9

No

Yes M PhD 19 Commercial

Panel Truck

1 $0 10 Highly Urban/ Urban

0

76 0 15

No

Yes M Bachelors Manager 46 Commercial $7,000 Pickup $0 0 $0 5 Highly Urban/ Urban

0

76 0 13

No

Yes z_F PhD Doctor 20 Private $7,960 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 12/30/43 76 0

No $0 z_No M z_High School Clerical 54 Private $14,570 Minivan $0 0 $0 8 z_Highly Rural/ Rural

1

76 1 14 $17,820 No $115,540 Yes z_F Bachelors Home Maker 32 Private $13,340 z_SUV $6,913 1 $0 8 z_Highly Rural/ Rural

0

76 0 5

No Yes z_F z_High School Clerical 10 Private $9,430 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

76 0 12

No $0 z_No z_F Masters Lawyer 24 Private $10,690 Minivan $0 0 $0 9 Highly Urban/ Urban

0

76 0 10

No

Yes M

0

76 0 0 $0 No $0 Yes M Bachelors Student 43 Private $5,630 Pickup $0 0 $0 10 z_Highly Rural/ Rural

0

76 0 4

No $0 z_No z_F Bachelors Professional 22 Private $35,340 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0 12/23/43 76 0 11

No $0 Yes M z_High School Student 25 Commercial $7,000 Pickup

3

1 Highly Urban/ Urban

0

76 0 13

No Yes M Masters 36 Commercial

Panel Truck

1 $0 16 z_Highly Rural/ Rural

1

76 1 17

No $254,660 Yes M z_High School Professional 31 Private $13,000 Minivan

2 $0 1 Highly Urban/ Urban

0 12/19/43 76 0 14

No

Yes M Bachelors Manager 51 Private $10,790 Pickup $0 0 $0 10 Highly Urban/ Urban

0 12/19/43 76 0 0 $0 No $105,646 z_No z_F z_High School Home Maker 31 Private $1,500 z_SUV

3 $0 Highly Urban/ Urban

0

76 0 12

No $0 z_No M z_High School z_Blue Collar 20 Commercial $16,760 Van

1 $2,887 8 Highly Urban/ Urban

0

76 0 8

No

Yes z_F z_High School Manager 52 Private $11,590 Sports Car $3,614 2 $0 1 Highly Urban/ Urban

0

76 0 9

No

Yes M PhD Doctor 31 Private $29,640 Minivan $0 0 $0 14 Highly Urban/ Urban

0 12/11/43 76 0 14 $101,395 No

Yes M Masters Lawyer 14 Private $13,980 Minivan $0 0 $0 12 Highly Urban/ Urban

0

76 0 0 $0 No $0 z_No z_F PhD Home Maker 36 Private $2,950 z_SUV $0 0 $0 12 Highly Urban/ Urban

0

76 0 12

No $0 z_No z_F z_High School z_Blue Collar 92 Private $7,280 z_SUV $5,252 2 $0 1 Highly Urban/ Urban

0

76 0 15

No

Yes z_F Masters Lawyer 42 Private $18,710 z_SUV

2 $2,027 13 z_Highly Rural/ Rural

0

76 0

No

z_No z_F z_High School Clerical 32 Private $17,080 Minivan $0 0 $0 1 Highly Urban/ Urban

0

76 0 14

No

Yes z_F Masters Lawyer 17 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0

76 0 13 $33,519 No

Yes z_F Bachelors Clerical 61 Private $14,760 z_SUV $0 0 $2,517 5 Highly Urban/ Urban

0 11/30/43 76 0 8 $149,254 No

Yes M PhD 64 Commercial $21,930 Van

2

19 Highly Urban/ Urban

0 11/30/43 76 0 11

No

Yes M Bachelors z_Blue Collar 30 Private $17,210 Van $0 0 $0 1 Highly Urban/ Urban

0 11/30/43 76 0 13 No $232,836 Yes z_F Bachelors Clerical 61 Private $22,140 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 11/30/43 76 0 9

No

Yes z_F Masters Lawyer 77 Private $7,420 Sports Car $4,274 3

21 Highly Urban/ Urban

0

76 0 15

No

Yes M Bachelors Professional 41 Private $13,760 Minivan $0 0 $0 13 z_Highly Rural/ Rural

0

76 0 14

No $0 z_No z_F PhD Manager 30 Commercial

Van $6,680 2 $0 16 Highly Urban/ Urban

0

76 0 0 $0 No

Yes z_F PhD Home Maker 34 Private $7,000 z_SUV

1 $0 14 Highly Urban/ Urban

0 11/23/43 76 0 12

No $134,375 Yes z_F Masters Lawyer 21 Private $10,220 z_SUV

2 $0 14 Highly Urban/ Urban

0 11/23/43 76 0 0 $0 No $0 Yes z_F z_High School Student 44 Private $16,160 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

76 0 2

No

Yes z_F Bachelors z_Blue Collar 23 Commercial $13,820 Minivan $0 0 $0 z_Highly Rural/ Rural

2

76 2 0 $0 Yes

z_No z_F z_High School Home Maker 42 Private $7,100 z_SUV $0 0 $6,524 9 Highly Urban/ Urban

0

76 0 16

No

Yes M

0

76 0 9

No $0 z_No M Bachelors Manager 28 Private $10,730 Pickup $0 0 $0 Highly Urban/ Urban

0 11/16/43 76 2 11 $38,290 Yes $0 z_No z_F

0

76 2

No

Yes M Bachelors Manager 35 Commercial $16,820 Van $0 0 $0 9 Highly Urban/ Urban

2

76 3 16

Yes $0 z_No M z_High School z_Blue Collar 18 Commercial $11,100 Minivan

1

1 Highly Urban/ Urban

0

76 0 14

No

Yes z_F PhD Doctor 37 Private $7,100 z_SUV $0 0 $0 9 Highly Urban/ Urban

0 11/9/43 76 0 14

No

z_No M Masters 12 Commercial $21,950 Van $0 0 $0 12 Highly Urban/ Urban

0

76 2 15

No $0 Yes z_F Bachelors Student 41 Private $14,670 Sports Car

2 $3,783 13 Highly Urban/ Urban

0

76 0 8

No

Yes z_F z_High School Clerical 28 Private $16,220 z_SUV $0 0 $0 z_Highly Rural/ Rural

0

76 0 6 No

Yes z_F Masters Lawyer 13 Private $29,040 Minivan $0 0 $0 14 Highly Urban/ Urban

0 10/29/43 76 0 8

No Yes z_F z_High School Professional 61 Private $14,180 z_SUV

2

10 Highly Urban/ Urban

0

76 0 8

No

Yes M Bachelors z_Blue Collar 29 Commercial $22,760 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 10/28/43 76 0 15

No $0 z_No z_F Bachelors Home Maker 32 Private $7,320 z_SUV

2 $0 8 Highly Urban/ Urban

0

76 0 9

No

Yes z_F Masters Lawyer 24 Private $20,500 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

76 0 9

No

Yes z_F Masters Lawyer 38 Private $13,980 z_SUV

1 $0 14 Highly Urban/ Urban

0

76 0 13 $40,355 No

z_No M z_High School z_Blue Collar 10 Commercial $2,690 Minivan $0 0 $159 1 z_Highly Rural/ Rural

0 10/13/43 76 0 11 No $0 z_No z_F Bachelors Professional 46 Commercial $13,110 Pickup $0 0 $0 13 Highly Urban/ Urban

0 10/13/43 76 0 11 No $0 z_No z_F Bachelors Professional 46 Private $22,460 z_SUV

2 $0 13 Highly Urban/ Urban

0 10/13/43 76 0 14

No

z_No M Masters Lawyer 34 Private $25,250 Minivan $4,188 2 $0 13 Highly Urban/ Urban

0 10/13/43 76 0 14

No

Yes z_F Bachelors Manager 50 Private $13,730 Sports Car

4 $0 13 Highly Urban/ Urban

0

76 0 13

No $0 Yes M z_High School Student 38 Commercial $9,360 Pickup $0 0 $0 5 z_Highly Rural/ Rural

0

76 0 13

No

Yes M PhD Professional 22 Commercial $30,200 Panel Truck

2

17 Highly Urban/ Urban

3

76 3 18

No

Yes z_F Bachelors Manager 35 Private $13,870 z_SUV

2 $979 11 Highly Urban/ Urban

0

76 0 15

No

Yes z_F Masters Manager 15 Private $15,340 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

76 0 0 $0 No

Yes z_F z_High School Home Maker 43 Private $9,540 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

76 0 16

No

Yes M PhD 30 Commercial $7,100 Pickup $0 0 $0 17 Highly Urban/ Urban

0 9/27/43 76 0 12

No

Yes M PhD 51 Commercial $21,120 Van $4,019 2 $0 20 Highly Urban/ Urban

0

76 0 13

No

Yes M Bachelors Professional 49 Commercial $27,950 Panel Truck $0 0 $0 11 Highly Urban/ Urban

0

76 0 12

No $0 z_No M PhD Doctor 29 Private $15,370 Minivan

3 $0 7 Highly Urban/ Urban

0

76 0 15

No

Yes M Bachelors z_Blue Collar 59 Commercial $15,390 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

76 0 6

No

Yes M Masters Lawyer 40 Private $8,030 Pickup $0 0 $0 12 Highly Urban/ Urban

0

76 0 15

No

Yes z_F Masters Manager 45 Private $20,520 Minivan $0 0 $0 12 Highly Urban/ Urban

0 9/19/43 76 2 18

No

Yes z_F Bachelors Professional 35 Private

Van $0 0 $0 7 Highly Urban/ Urban

0

76 0 4

No

Yes M z_High School Professional 80 Private $5,450 Pickup $0 0 $0 1 Highly Urban/ Urban

0

76 0 11

No z_No z_F Bachelors Student 45 Commercial

z_SUV $0 0 $0 12 Highly Urban/ Urban

0

76 0 14

No

Yes z_F z_High School Home Maker 28 Private

z_SUV $0 0 $0 9 Highly Urban/ Urban

0

76 0 10

No

Yes z_F PhD 23 Commercial

Van $0 0 $0 16 Highly Urban/ Urban

0

76 0 12

No

z_No z_F Bachelors Clerical 21 Private $1,500 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

76 2 11

Yes

z_No M z_High School Manager 7 Private $14,630 Minivan $0 0 $0 10 Highly Urban/ Urban

0

76 0 15 $4,200 No

Yes z_F Bachelors Home Maker 35 Private

Minivan $0 0 $0 9 Highly Urban/ Urban

0 9/2/43 76 0 13

No $0 z_No z_F PhD Doctor 14 Private $15,000 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

76 0 15

No

Yes M Masters Professional 38 Private $11,420 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0 8/31/43 76 0 11

No

Yes M

1

76 2 13

No

Yes M Bachelors Professional 29 Commercial $23,520 Panel Truck $0 0

11 Highly Urban/ Urban

2 8/29/43 76 3 16

No

Yes M Masters 12 Private $13,530 Minivan

2 $0 13 Highly Urban/ Urban

0

76 0 14

No

Yes M Bachelors Manager 44 Private $16,300 Van $0 0 $0 7 Highly Urban/ Urban

1

76 1 15

No

Yes z_F PhD Lawyer 20 Private $5,670 z_SUV $4,906 2

19 Highly Urban/ Urban

0

76 0 13

No

Yes z_F Bachelors Clerical 48 Commercial $12,160 Pickup $3,211 1 $4,539 15 Highly Urban/ Urban

0 8/25/43 76 0 12

No

Yes z_F Bachelors Manager 7 Private $20,170 z_SUV $0 0 $0 Highly Urban/ Urban

0 8/25/43 76 2 16

No

Yes M Masters 29 Commercial

Panel Truck $11,160 2 $0 Highly Urban/ Urban

0

76 0 9

No

Yes z_F z_High School Clerical 16 Private $5,160 z_SUV

3

11 Highly Urban/ Urban

0

76 0

No

Yes z_F

0

76 0 11

No $0 z_No z_F

0 8/13/43 76 2 13

No

Yes z_F Bachelors z_Blue Collar 43 Commercial $13,130 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 8/13/43 76 2 $60,286 No $213,596 Yes z_F Bachelors z_Blue Collar 43 Commercial $27,640 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0 8/13/43 76 2 $60,286 No $213,596 Yes z_F Bachelors z_Blue Collar 43 Commercial $23,480 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

76 0 13

No

Yes M z_High School z_Blue Collar 44 Commercial $15,960 Minivan

3 $0 1 Highly Urban/ Urban

0 8/10/43 76 0 13

No

Yes M Masters Manager 21 Private $13,880 Minivan $0 0 $0 1 Highly Urban/ Urban

0

76 0 9

No

Yes z_F z_High School Clerical 43 Private $18,350 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

76 0 7

No

z_No M Bachelors z_Blue Collar 66 Commercial

Panel Truck $0 0 $0 11 z_Highly Rural/ Rural

0

77 0 16

No

Yes z_F $1,914

9 Highly Urban/ Urban

0

77 2 14

No

Yes M PhD 31 Commercial $21,100 Van $0 0

Highly Urban/ Urban

1

77 2 17 No

Yes z_F Bachelors Professional 32 Private

Minivan $0 0 $0 6 Highly Urban/ Urban

0

77 0 0 No $0 Yes z_F

0

77 0 13

No Yes z_F Masters Lawyer 37 Private $28,300 z_SUV $0 0 $0 7 Highly Urban/ Urban

0

77 0 12

No

Yes z_F PhD Doctor 66 Private $19,610 z_SUV

2 $0 14 Highly Urban/ Urban

0

77 1 14

No

Yes M

0

77 0 11 $134,164 No

Yes M Bachelors Professional 45 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

77 0 12

No

Yes z_F Bachelors Home Maker 42 Private $19,280 z_SUV

3 $0 1 Highly Urban/ Urban

0

77 0 0 $0 No $0 z_No z_F z_High School Student 33 Commercial $7,100 Sports Car $0 0 $0 8 z_Highly Rural/ Rural

0 7/11/43 77 0 10

No

z_No M PhD Doctor 25 Private

Minivan $0 0 $0 21 Highly Urban/ Urban

0

77 3

Yes

z_No M z_High School z_Blue Collar 46 Commercial $25,140 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 7/9/43 77 0 14 $68,485 No $0 z_No z_F Bachelors Professional 62 Private $8,900 z_SUV $6,281 2

8 Highly Urban/ Urban

1

77 3 18

No

Yes z_F

0

77 0 12

No $0 z_No M z_High School z_Blue Collar 38 Commercial $24,010 Panel Truck

3

1 Highly Urban/ Urban

0 7/7/43 77 0 12

No

z_No z_F Masters Lawyer 20 Private

Minivan $0 0 $0 18 Highly Urban/ Urban

0

77 0 12

No

Yes z_F Masters Lawyer 11 Private

Pickup $0 0 $0 15 Highly Urban/ Urban

0

77 0 16

No Yes M

0

77 0 16

No $0 z_No z_F Masters Professional 56 Private $27,320 Minivan $0 0 $0 13 Highly Urban/ Urban

0

77 0 14

No $0 z_No M z_High School z_Blue Collar 52 Commercial $15,440 Minivan

1 $0 1 Highly Urban/ Urban

0 6/29/43 77 0 14 $54,286 No $0 z_No M z_High School z_Blue Collar 52 Commercial $10,040 Pickup

1

Highly Urban/ Urban

0

77 0 15

No

Yes z_F Masters Lawyer 36 Private $23,980 Pickup $0 0 $0 11 Highly Urban/ Urban

0 6/28/43 77 0 10

No

Yes z_F Masters Lawyer 12 Private $8,920 z_SUV $0 0 $2,939 17 Highly Urban/ Urban

0

77 0 11 $64,124 No

Yes M Masters Manager 19 Commercial $22,950 Panel Truck $4,232 3 $0 17 Highly Urban/ Urban

0

77 0 12

No Yes M Masters 5 Commercial $25,200 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0

77 0 7

No

z_No M Masters Manager 28 Private $17,350 Van $0 0 $0 12 Highly Urban/ Urban

0 6/18/43 77 0 $1,336 No $108,929 z_No M Masters Manager 18 Private $16,140 Minivan $0 0 $0 12 Highly Urban/ Urban

0

77 0 13

No $0 z_No M Masters Lawyer 52 Private $7,100 Minivan $0 0 $0 14 Highly Urban/ Urban

0

77 0 5

No

z_No z_F Bachelors Professional 25 Private $22,700 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

1

77 2 9

No

Yes z_F z_High School Manager 37 Private $12,740 z_SUV

2 $0 1 Highly Urban/ Urban

0

77 0

No

Yes z_F Masters Lawyer 27 Private $11,530 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

77 0 11

No

Yes z_F Masters Home Maker 45 Private $8,520 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

77 0 14

No $0 z_No z_F

0

77 0 15

No

Yes z_F Masters Lawyer 34 Private $7,100 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

77 0 13

No

Yes M Masters 18 Commercial $20,820 Van $2,569 1 $0 10 Highly Urban/ Urban

0

77 0 13

No $173,701 Yes M Masters Manager 29 Private $12,820 Minivan $0 0 $0 Highly Urban/ Urban

0

77 0 9

No

Yes z_F Bachelors z_Blue Collar 49 Commercial $11,880 Sports Car $0 0 $295 12 Highly Urban/ Urban

0

77 0 15

No

Yes M z_High School Manager 24 Commercial

Panel Truck $6,857 4 $0 1 Highly Urban/ Urban

1

77 2 14

No

Yes z_F PhD Manager 23 Private $30,690 z_SUV $4,638 1 $0 10 Highly Urban/ Urban

0

77 0 12

No $0 z_No M

3 $4,822 5 Highly Urban/ Urban

0

77 0 4

No

Yes z_F z_High School Clerical 40 Private $5,720 Sports Car

2 $0 7 Highly Urban/ Urban

2

77 2 17 $28,088 Yes

z_No M Bachelors Clerical 46 Private $9,910 Minivan $1,157 1 $4,814 1 Highly Urban/ Urban

0

77 0 0 $0 No

Yes z_F Bachelors Home Maker 39 Private $13,130 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0 5/9/43 77 0 14 No $0 z_No z_F

0

77 0 15

No

Yes z_F PhD Doctor 54 Private $13,800 Sports Car $0 0

Highly Urban/ Urban

0 5/7/43 77 0 14

No

Yes M z_High School z_Blue Collar 19 Commercial $7,100 Pickup $995 3

1 Highly Urban/ Urban

1 5/7/43 77 2 0 $0 No $0 Yes z_F z_High School Student 45 Commercial $7,100 z_SUV $0 0 $5,428 7 Highly Urban/ Urban

0

77 1 14

No

Yes z_F PhD Manager 24 Private $20,430 Minivan $0 0 $0 13 Highly Urban/ Urban

0

77 0 0 No

Yes z_F Bachelors Home Maker 32 Private $1,500 z_SUV $0 0

10 Highly Urban/ Urban

0

77 0

No

Yes z_F Bachelors Manager 5 Private $31,830 Minivan $0 0 $0 11 Highly Urban/ Urban

0

77 0 11

No Yes M Bachelors Manager 23 Commercial $19,620 Van $0 0 $0 10 Highly Urban/ Urban

0

77 0 11

No $0 z_No M PhD 21 Commercial $26,000 Panel Truck

4 $0 12 Highly Urban/ Urban

0

77 0 13

No

Yes z_F z_High School Clerical 20 Private $8,260 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0 4/27/43 77 0 11

No

z_No M z_High School Professional 47 Private $19,500 Van $0 0 $0 8 Highly Urban/ Urban

0

77 0 14

No

Yes M PhD Doctor 39 Private $11,620 Pickup $0 0 $0 17 Highly Urban/ Urban

0

77 0 12

No

z_No M

0 4/21/43 77 1 11 $49,979 No

Yes z_F Bachelors Home Maker 22 Private $13,090 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

77 0 $0 No

z_No z_F Bachelors Home Maker 34 Private $24,820 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

77 0 0 $0 No

Yes z_F Bachelors Home Maker 60 Private $20,680 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

77 0 13 $76,638 No $0 z_No M z_High School z_Blue Collar 61 Commercial $14,060 Minivan $24,930 2 $0 5 Highly Urban/ Urban

1

77 2 14

No

Yes z_F Bachelors z_Blue Collar 37 Commercial $26,470 z_SUV $0 0 $7,308 6 Highly Urban/ Urban

0

77 0 No

Yes M z_High School z_Blue Collar 16 Commercial $21,570 Van

1 $0 7 z_Highly Rural/ Rural

0

77 0 12

No $0 z_No M Bachelors Manager 44 Private $18,120 Minivan

2 $0 13 Highly Urban/ Urban

0

77 0 0 $0 No $63,827 Yes z_F PhD Home Maker 65 Private $13,220 Minivan $0 0 $0 12 z_Highly Rural/ Rural

0 4/9/43 77 0

No $0 z_No M Bachelors z_Blue Collar 22 Private $12,300 Minivan $0 0 $0 8 Highly Urban/ Urban

0

77 0 12 $278 No

Yes z_F z_High School Student 58 Commercial $26,150 Pickup

2 $0 8 Highly Urban/ Urban

0 4/6/43 77 0 12 $278 No $91,930 Yes z_F z_High School Student 58 Private $1,530 Sports Car $4,611 2

8 Highly Urban/ Urban

0

77 2 14

No

Yes z_F Bachelors Professional 21 Private $11,800 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 4/2/43 77 1 0 $0 No

Yes z_F

0 4/2/43 77 2 14 $69,098 No Yes z_F Bachelors Professional 21 Private

Van $6,528 1 $0 11 Highly Urban/ Urban

0

77 0 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $27,890 z_SUV

2 $0 9 Highly Urban/ Urban

0

77 0 15

No

z_No M PhD 5 Commercial $10,810 Pickup $0 0 $0 18 Highly Urban/ Urban

0

77 0 14

No $238,256 z_No M z_High School Professional 65 Private $8,980 Pickup $0 0 $0 1 Highly Urban/ Urban

0

77 0 13

No

Yes M Bachelors Professional 63 Private $33,150 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

77 3 15

No Yes z_F z_High School Manager 7 Private $11,650 Pickup $7,905 1 $0 8 Highly Urban/ Urban

0

77 0 12

No $0 z_No z_F Bachelors Home Maker 20 Private

Pickup $0 0 $0 7 z_Highly Rural/ Rural

1

77 2 0 $0 Yes $0 z_No z_F $10,612

3

8 Highly Urban/ Urban

0 3/19/43 77 0 13

No

z_No z_F Bachelors Professional 7 Private $14,020 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

77 0 14

No

Yes M z_High School Clerical 42 Private $18,150 Van $1,380 3

10 Highly Urban/ Urban

0 3/18/43 77 0 9

No

Yes z_F z_High School Manager 39 Private

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

0

77 0 12 $69,620 No $0 z_No z_F Masters Lawyer 38 Private $21,940 Minivan $0 0 $0 7 Highly Urban/ Urban

0 3/16/43 77 0 13

No

Yes z_F Bachelors z_Blue Collar 51 Private $22,500 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

77 0 16

No

Yes M Bachelors Manager 65 Private $15,780 Minivan $5,369 3 $2,773 8 Highly Urban/ Urban

0

77 0 14 $38,924 No

Yes z_F Masters Lawyer 49 Private $5,390 Sports Car $0 0

16 Highly Urban/ Urban

0

77 0 10

No

Yes M z_High School z_Blue Collar 21 Commercial $23,130 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

77 0 10 $31,093 No

Yes M Masters Manager 19 Private $12,560 Minivan $0 0 $0 9 Highly Urban/ Urban

0 3/3/43 77 0 10 $31,093 No Yes M Masters Manager 19 Private $7,060 Pickup $0 0 $0 9 Highly Urban/ Urban

0

77 2 10

No

Yes z_F z_High School z_Blue Collar 16 Commercial $21,880 Pickup

1 $0 7 Highly Urban/ Urban

0 3/2/43 77 3 11

No

Yes M Masters Lawyer 15 Private $15,390 Minivan $0 0 $0 20 Highly Urban/ Urban

0 2/28/43 77 0 13

No

Yes M z_High School Professional 56 Private $14,430 Minivan

1 $0 6 Highly Urban/ Urban

0 2/26/43 77 0 9

No

z_No z_F Masters Manager 22 Private $15,520 Sports Car $0 0 $0 15 Highly Urban/ Urban

0 2/26/43 77 0

No

Yes z_F Bachelors Manager 28 Private $11,380 Sports Car $0 0 $0 14 Highly Urban/ Urban

0 2/24/43 77 0 12

No

Yes z_F Bachelors z_Blue Collar 25 Commercial $11,030 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/23/43 77 0

No

Yes M Masters Manager 45 Private $15,520 Minivan $0 0 $0 19 Highly Urban/ Urban

0

77 3 0 $0 No $0 Yes z_F z_High School Student 39 Commercial $7,420 z_SUV $5,442 2 $0 8 z_Highly Rural/ Rural

0 2/16/43 77 0 9

No

Yes z_F Bachelors Professional 53 Private

Van

2 $0 5 Highly Urban/ Urban

0 2/16/43 77 0 3 $37,352 No $0 z_No M Masters Lawyer 40 Private $13,910 Minivan $0 0 $0 20 z_Highly Rural/ Rural

0 2/16/43 77 0 3 $37,352 No $0 z_No M Masters Lawyer 20 Private $13,340 Minivan $0 0 $0 20 z_Highly Rural/ Rural

0

77 0 12

No

Yes z_F Masters Lawyer 38 Private $22,450 Pickup $0 0 $0 Highly Urban/ Urban

0

77 1

No

Yes M Bachelors Manager 38 Private $14,990 Minivan $0 0 $0 9 Highly Urban/ Urban

0 2/10/43 77 0 13

No

Yes z_F PhD Manager 33 Private $1,500 Sports Car

1 $7,803 11 Highly Urban/ Urban

0

77 0 16

No

Yes M Bachelors Manager 30 Private $21,770 Minivan $0 0 $0 6 Highly Urban/ Urban

0 2/7/43 77 0 11

No

Yes M PhD 26 Commercial $34,170 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 2/7/43 77 0 11 $70,341 No $248,361 Yes M PhD 26 Commercial

Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

77 0 9

No

z_No M $29,110

Panel Truck $0 0 $0 5 z_Highly Rural/ Rural

0 2/4/43 77 0 14

No $0 z_No z_F Masters Home Maker 49 Private $10,280 z_SUV

2 $0 18 Highly Urban/ Urban

0 2/1/43 77 0 13

No $0 z_No M PhD Lawyer 10 Private $17,180 Van $0 0 $0 10 Highly Urban/ Urban

0

77 0 10

No $0 z_No z_F PhD Manager 61 Commercial

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

0 1/31/43 77 0 13

No

Yes z_F z_High School z_Blue Collar 23 Commercial $12,310 z_SUV $10,494 2 $0 4 Highly Urban/ Urban

0 1/30/43 77 0 13

No z_No z_F PhD Manager 18 Private $18,270 z_SUV $0 0 $0 17 Highly Urban/ Urban

0 1/30/43 77 0 8

No

Yes M Bachelors Professional 39 Private

Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/30/43 77 0 13 $111,702 No z_No z_F PhD Manager 18 Private

z_SUV $0 0 $0 17 Highly Urban/ Urban

0 1/29/43 77 0 10

No Yes M Bachelors Professional 51 Private $1,500 Minivan $725 4 $0 12 Highly Urban/ Urban

0 1/29/43 77 0 6

No

z_No M Masters Professional 14 Private

Minivan $0 0 $0 15 z_Highly Rural/ Rural

0 1/29/43 77 0 6 $103,503 No z_No M Masters Professional 31 Commercial

Panel Truck $0 0 $0 15 z_Highly Rural/ Rural

0

77 0 14 No

Yes z_F Bachelors Professional 19 Private $14,160 Minivan $0 0 $0 15 Highly Urban/ Urban

0 1/24/43 77 0 13

No

z_No M PhD Doctor 49 Private $16,150 Minivan $0 0 $0 1 Highly Urban/ Urban

0 1/24/43 77 0 13

No $0 z_No M

0 1/23/43 77 0 13

No

Yes M PhD 26 Commercial $26,330 Panel Truck

5 $0 10 Highly Urban/ Urban

0 1/18/43 77 3 17

No

Yes M Bachelors z_Blue Collar 10 Commercial $20,750 Van $0 0 $0 7 Highly Urban/ Urban

0 1/17/43 77 0 12

No Yes z_F Bachelors Manager 18 Private $20,940 Minivan $0 0 $0 8 Highly Urban/ Urban

0 1/17/43 77 0 14

No

Yes M Bachelors Professional 25 Private $21,330 Minivan $0 0 $0 12 Highly Urban/ Urban

0 1/17/43 77 0 12 $62,483 No Yes z_F Bachelors Manager 18 Private $13,350 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

77 0 13 $23,830 No

Yes M

0 1/6/43 77 0 13

No

Yes z_F PhD Manager 37 Private

Pickup $0 0 $0 13 Highly Urban/ Urban

0 1/4/43 77 0 10

No

Yes M Masters 21 Commercial $25,100 Panel Truck $0 0 $0 20 Highly Urban/ Urban

0

77 0 12

No

Yes z_F Bachelors Professional 47 Private $40,260 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

77 2 11

No

Yes z_F Bachelors Professional 38 Commercial $27,530 Pickup

3 $0 1 z_Highly Rural/ Rural

0 12/22/42 77 0 14

No

z_No z_F PhD 29 Commercial

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

0

77 0 12 No

Yes z_F Bachelors Manager 13 Private

Van $0 0 $0 5 Highly Urban/ Urban

0

77 0 12

No

Yes z_F z_High School Clerical 27 Private $19,530 Minivan $0 0 $0 Highly Urban/ Urban

1 12/19/42 77 1 17 $97,670 No

Yes M z_High School Professional 34 Commercial $29,700 Panel Truck $7,238 2

8 Highly Urban/ Urban

0

77 2 17

No

Yes z_F

0

77 0 13

No $0 z_No z_F PhD 49 Commercial $18,990 Pickup $1,841 2 $0 12 Highly Urban/ Urban

0 12/12/42 77 0 6

No

z_No M Masters 33 Commercial $39,480 Panel Truck $5,715 2 $0 18 Highly Urban/ Urban

0

77 0 12

No $0 z_No M PhD Doctor 31 Private

Minivan $0 0 $0 13 Highly Urban/ Urban

0 12/9/42 77 0 12 $184,068 No $0 z_No M PhD 31 Commercial

Panel Truck

3 $0 13 Highly Urban/ Urban

0

77 0 13

No

Yes M z_High School z_Blue Collar 40 Commercial $11,480 Pickup $4,196 2

1 Highly Urban/ Urban

0

77 2 16

No

Yes z_F z_High School z_Blue Collar 17 Private $21,050 Pickup $0 0 $0 6 Highly Urban/ Urban

0

77 0 9

No

Yes M PhD Manager 16 Commercial $26,770 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

77 0 10

No z_No M Masters Manager 14 Private $9,050 Pickup $0 0 $0 12 Highly Urban/ Urban

0 12/2/42 77 0 10

No

Yes z_F Bachelors Clerical 30 Private $17,990 Minivan $9,058 1 $0 2 Highly Urban/ Urban

0

77 0 14

No $0 z_No z_F z_High School z_Blue Collar 51 Commercial $13,450 Sports Car

4 $2,160 4 Highly Urban/ Urban

0

77 0 11

No

z_No M Bachelors Clerical 54 Private $14,310 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

77 0 10

No

Yes z_F Bachelors Manager 19 Private $7,100 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

77 0 12

No

Yes z_F Bachelors Manager 38 Private $17,990 Minivan $0 0 $0 8 Highly Urban/ Urban

2

77 2 9

Yes

z_No z_F z_High School Home Maker 21 Private $7,200 z_SUV $0 0

Highly Urban/ Urban

0

77 0 13

No $0 z_No z_F

0

77 0 0 No

Yes M PhD 31 Commercial $7,200 Pickup $2,059 3 $0 15 Highly Urban/ Urban

0

77 0 5

No

Yes z_F Masters Home Maker 44 Private $18,110 Sports Car

2

16 Highly Urban/ Urban

0

77 2 0 $0 No

Yes z_F Bachelors Home Maker 14 Private $1,500 z_SUV

3

5 Highly Urban/ Urban

0 11/10/42 77 0 11

No $0 Yes M z_High School Student 32 Commercial $22,950 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

77 0 12

No Yes M Bachelors Manager 32 Commercial

Panel Truck $4,179 2 $0 10 Highly Urban/ Urban

0 11/9/42 77 0 14

No $0 z_No M Masters 21 Commercial $23,690 Panel Truck

2 $0 19 Highly Urban/ Urban

0 11/9/42 77 0 13

No

Yes M Bachelors z_Blue Collar 56 Commercial $12,900 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

77 0 11

No $0 z_No z_F z_High School Manager 44 Private $26,180 Pickup $3,090 2 $6,035 1 Highly Urban/ Urban

0

77 0 8 $54,028 No

Yes z_F z_High School Professional 28 Private $12,710 Minivan

1 $4,903 1 Highly Urban/ Urban

0

77 0 11

No

Yes z_F Masters Lawyer 19 Private $18,840 Minivan $0 0 $0 8 Highly Urban/ Urban

0

77 0 14

No z_No M PhD Doctor 28 Private $26,010 Minivan $25,989 1 $0 12 Highly Urban/ Urban

0

77 0 7 $93,870 No

Yes M Masters Manager 16 Private $16,870 Van $0 0 $0 14 Highly Urban/ Urban

0 10/23/42 77 0 14 $75,468 No

Yes M Masters Lawyer 36 Private $14,750 Minivan $0 0 $0 21 Highly Urban/ Urban

0

77 0 9

No

Yes M PhD Manager 31 Commercial $19,590 Van $0 0 $0 12 Highly Urban/ Urban

0

77 0 15

No

Yes z_F z_High School z_Blue Collar 56 Private $17,440 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0 10/16/42 77 0 15 No $167,419 Yes z_F z_High School z_Blue Collar 56 Private $12,370 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

77 0 14 $62,894 No

Yes M Bachelors Professional 38 Private $14,870 Minivan $3,989 1 $0 11 Highly Urban/ Urban

0 10/15/42 77 0 12

No

Yes z_F PhD Manager 9 Commercial $23,950 Pickup

2 $0 9 Highly Urban/ Urban

0

77 0 13

No $0 z_No M PhD Doctor 31 Private $14,280 Minivan

2 $0 9 Highly Urban/ Urban

0

77 0 0 $0 No Yes z_F z_High School Home Maker 37 Private $1,500 z_SUV $0 0 $0 4 Highly Urban/ Urban

0

77 0 8

No

z_No z_F z_High School Manager 37 Private $9,690 z_SUV

1

1 Highly Urban/ Urban

0

77 0 14

No

z_No z_F PhD Doctor 27 Private $9,270 z_SUV $0 0

Highly Urban/ Urban

0 10/7/42 77 0 14

No

Yes z_F Masters Lawyer 50 Private $16,550 z_SUV $19,751 2 $0 12 Highly Urban/ Urban

0 10/7/42 77 0 14 $200,772 No $465,304 z_No z_F PhD Doctor 27 Private

Minivan $0 0 $0 Highly Urban/ Urban

0

77 1 0 $0 No

Yes z_F $5,835

1 Highly Urban/ Urban

0

77 0

No

Yes z_F Masters Manager 34 Commercial $29,940 Van $0 0 $0 14 Highly Urban/ Urban

0 10/2/42 77 1 No

Yes z_F z_High School z_Blue Collar 44 Commercial $26,030 Minivan

3 $0 11 Highly Urban/ Urban

0

77 0 11

No $0 z_No z_F Bachelors Manager 12 Commercial

Pickup

2 $0 13 Highly Urban/ Urban

0

77 0 6

No

Yes M z_High School z_Blue Collar 5 Commercial $9,470 Pickup $0 0 $0 Highly Urban/ Urban

0

77 0 12

No $0 z_No z_F Bachelors Professional 20 Private $18,800 Minivan $4,925 1 $0 13 Highly Urban/ Urban

0 9/27/42 77 0 0 $0 No $0 Yes M z_High School Student 37 Commercial $12,540 Minivan

2

11 z_Highly Rural/ Rural

1

77 2 15

Yes $0 z_No z_F z_High School Clerical 25 Private $10,610 Sports Car

3 $5,457 7 Highly Urban/ Urban

0 9/24/42 77 0 14

No

Yes z_F Masters Professional 80 Private $23,560 Sports Car

2 $0 Highly Urban/ Urban

0 9/24/42 77 0 12

No

Yes z_F z_High School z_Blue Collar 39 Commercial $10,100 z_SUV $0 0 $4,857 3 Highly Urban/ Urban

0

77 0 14

No

Yes M PhD Manager 41 Commercial $25,380 Panel Truck

3 $0 13 Highly Urban/ Urban

0

77 0 13

No

Yes z_F z_High School z_Blue Collar 55 Commercial $7,200 z_SUV $0 0

1 Highly Urban/ Urban

0

77 0

No

Yes M Bachelors Professional 22 Commercial $29,070 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

77 0 14

No

Yes z_F z_High School Student 39 Commercial $16,360 Pickup $0 0 $3,654 9 Highly Urban/ Urban

0

77 0 8

No $0 z_No M Masters Professional 25 Commercial $21,770 Van $0 0 $0 21 z_Highly Rural/ Rural

2

77 3 14

Yes

z_No z_F Masters Lawyer 39 Private $7,200 z_SUV $0 0

15 Highly Urban/ Urban

0

77 0 11 $14,500 No

Yes z_F Bachelors Home Maker 32 Private $8,650 z_SUV

1

9 Highly Urban/ Urban

0

77 0

No

Yes M PhD Doctor 27 Private $27,020 Minivan $0 0 $0 Highly Urban/ Urban

0 9/4/42 77 0 13

No

Yes M Masters 40 Commercial $26,030 Panel Truck $0 0 $0 17 z_Highly Rural/ Rural

0

77 1 14

No

Yes z_F Masters Home Maker 68 Private

Sports Car

2

14 z_Highly Rural/ Rural

0 9/3/42 77 0

No

Yes z_F z_High School Student 43 Commercial $19,510 Sports Car $4,630 1 $0 1 Highly Urban/ Urban

0 9/3/42 77 1 14 $18,775 No Yes z_F Masters Home Maker 68 Private $3,380 Sports Car $0 0 $0 14 z_Highly Rural/ Rural

0

77 0 5

No

Yes z_F z_High School Clerical 39 Private $12,820 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

77 0

No

z_No M PhD Lawyer 43 Private

Minivan $0 0 $0 17 Highly Urban/ Urban

0 8/31/42 77 0 12

No $0 z_No z_F Masters Lawyer 23 Private $7,680 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

1

77 2 16

No

Yes z_F PhD Doctor 53 Private

Pickup $1,277 3 $4,117 13 Highly Urban/ Urban

0

77 0 15

No $0 z_No z_F PhD 45 Commercial

Panel Truck

4 $0 14 Highly Urban/ Urban

0 8/27/42 77 3 12

Yes $0 z_No z_F $40,520

z_SUV $0 0

6 Highly Urban/ Urban

0

77 0 14

No

Yes z_F Bachelors Clerical 12 Private $11,530 z_SUV $38,084 1 $0 13 Highly Urban/ Urban

0 8/25/42 77 0 11 $50,295 No z_No z_F Bachelors z_Blue Collar 47 Commercial $10,650 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

77 0 8

No

Yes z_F Masters Professional 14 Private $17,070 Minivan $0 0 $0 19 Highly Urban/ Urban

0

77 0 13

No

Yes z_F z_High School Home Maker 24 Private $22,470 z_SUV $0 0

1 Highly Urban/ Urban

1

77 2 0 No $0 Yes z_F z_High School Student 32 Private $7,200 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0 8/17/42 77 1 17

No

Yes M Masters Manager 15 Private $14,040 Minivan $0 0 $0 1 Highly Urban/ Urban

0 8/17/42 77 0 13 $40,264 No $0 z_No M z_High School z_Blue Collar 57 Commercial $19,260 Van $0 0

6 Highly Urban/ Urban

0

77 0 13

No

z_No M Masters Professional 42 Commercial $7,910 Minivan $0 0 $0 15 Highly Urban/ Urban

0 8/10/42 77 0 13 $196,889 No $484,353 z_No M Masters Professional 42 Commercial

Panel Truck

2 $0 15 Highly Urban/ Urban

0

77 0 9

No $0 z_No z_F PhD Doctor 25 Private $23,450 Minivan $8,044 3 $6,761 14 Highly Urban/ Urban

0

77 0 13

No

Yes M Masters Lawyer 23 Private $17,200 Van

2 $0 20 Highly Urban/ Urban

0

78 0 9

No

Yes M

0 8/1/42 78 0 9 $26,222 No $165,896 Yes M $3,009

1 Highly Urban/ Urban

0 8/1/42 78 0 11

No z_No M Masters Lawyer 24 Private $5,980 Pickup $0 0 $0 8 Highly Urban/ Urban

0

78 0 14

No $0 z_No M Masters Lawyer 5 Private $14,350 Minivan $6,739 3 $0 14 Highly Urban/ Urban

0 7/31/42 78 0 14 $101,399 No z_No M Masters 5 Commercial $29,080 Panel Truck $0 0 $0 14 Highly Urban/ Urban

0

78 0 16

No

Yes z_F

0

78 0 12

No $0 z_No M z_High School z_Blue Collar 5 Commercial $7,720 Pickup $7,326 1

9 Highly Urban/ Urban

0

78 0 12

No

z_No M

0 7/25/42 78 0 12 No $109,016 z_No M

0

78 0 12

No

Yes M Masters Manager 70 Commercial $18,210 Van $0 0 $0 10 Highly Urban/ Urban

0

78 3 19

Yes $0 z_No M Masters 29 Commercial $21,100 Van $0 0 $3,752 17 Highly Urban/ Urban

0 7/19/42 78 0 13

No $0 z_No M Masters 13 Commercial $18,230 Van

1 $0 Highly Urban/ Urban

0

78 2 16

Yes $0 z_No M Masters Manager 35 Commercial $7,000 Pickup $0 0 $0 13 Highly Urban/ Urban

0 7/18/42 78 2 16 $71,518 Yes $0 z_No M Masters Manager 5 Private $14,350 Minivan $0 0 $0 13 Highly Urban/ Urban

0

78 0 10

No $0 z_No z_F

0 7/15/42 78 0 $33,707 No $0 z_No z_F

0

78 0 14

No

Yes M Bachelors Manager 32 Private $8,540 Pickup $0 0 $0 8 Highly Urban/ Urban

2 7/14/42 78 3 15

No $329,334 Yes z_F Masters Professional 37 Private $11,760 z_SUV

4 $3,968 16 Highly Urban/ Urban

0 7/14/42 78 0 14 No $403,628 Yes M Bachelors Manager 5 Commercial

Panel Truck

1 $0 8 Highly Urban/ Urban

0 7/14/42 78 0 13

No

Yes z_F Bachelors Professional 22 Private $15,440 z_SUV $1,125 1

11 Highly Urban/ Urban

0

78 0 13

No $0 z_No M Masters Lawyer 22 Private $20,100 Van $0 0 $0 16 Highly Urban/ Urban

0 7/13/42 78 0 0 $0 No

Yes M Bachelors Home Maker 43 Private $7,200 Pickup $0 0 $0 17 z_Highly Rural/ Rural

0

78 2 16

No

Yes M Bachelors Professional 33 Commercial $4,850 Pickup $0 0 $0 7 Highly Urban/ Urban

0

78 0 8

No

Yes M Bachelors Professional 34 Commercial $20,220 Van $0 0 $0 6 z_Highly Rural/ Rural

0

78 0 15

No

Yes M Bachelors Professional 7 Commercial $27,370 Panel Truck $0 0 $0 7 Highly Urban/ Urban

0 7/5/42 78 0 15

No $0 z_No z_F z_High School Student 45 Commercial $21,720 z_SUV $0 0

1 Highly Urban/ Urban

0 7/5/42 78 0 15 $44,108 No $0 z_No z_F z_High School Student 14 Private $18,530 z_SUV

2

1 Highly Urban/ Urban

0

78 0 14

No

Yes M

0

78 0 4

No $0 z_No M PhD Lawyer 29 Private $12,950 Minivan $0 0 $0 12 Highly Urban/ Urban

0

78 0 11

No

Yes z_F PhD Doctor 39 Private $12,800 Minivan $0 0 $0 18 Highly Urban/ Urban

0 6/26/42 78 0 13

No $224,623 Yes M Masters 62 Commercial $7,800 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

78 0 15

No

Yes M Masters 36 Commercial $29,650 Panel Truck

1 $0 17 Highly Urban/ Urban

0 6/24/42 78 1 11 Yes $0 z_No z_F Masters Lawyer 20 Private $15,380 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

78 0 12

No

Yes M Masters 31 Commercial $34,720 Panel Truck

3 $0 19 Highly Urban/ Urban

0 6/23/42 78 0 13

No Yes M PhD 24 Commercial $7,390 Pickup $0 0

16 Highly Urban/ Urban

0 6/23/42 78 0 14

No

Yes z_F PhD Doctor 38 Private

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

0

78 0 0 $0 No $125,266 Yes z_F PhD Home Maker 5 Commercial $23,490 Pickup $0 0 $0 8 Highly Urban/ Urban

0

78 2 15

Yes $0 z_No z_F Masters Lawyer 40 Private $18,500 Sports Car $7,014 2

11 Highly Urban/ Urban

0

78 0 12

No

Yes z_F z_High School z_Blue Collar 19 Commercial $22,920 Minivan $0 0 $0 1 Highly Urban/ Urban

0

78 0

No

Yes M Masters 12 Private $15,440 Minivan $0 0 $0 9 Highly Urban/ Urban

0

78 0 13

No $0 z_No M Bachelors Manager 37 Commercial $16,640 Van $10,215 2

Highly Urban/ Urban

0

78 0 10

No

Yes z_F z_High School Clerical 40 Private $17,850 z_SUV

2 $2,551 7 Highly Urban/ Urban

0

78 0 12

No

Yes M Masters Lawyer 29 Private $12,710 Minivan $0 0 $0 14 Highly Urban/ Urban

0 6/5/42 78 0 12 $55,119 No $232,678 Yes M Masters Lawyer 29 Private $17,950 Van $0 0 $0 Highly Urban/ Urban

0 6/5/42 78 0 18

No

Yes z_F Bachelors Manager 38 Private $3,080 z_SUV

2 $0 11 Highly Urban/ Urban

0 6/5/42 78 0 14

No

Yes M Masters Lawyer 41 Private $15,040 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

78 0 11

No

z_No M PhD Manager 52 Commercial $24,370 Panel Truck

2 $34,640 11 Highly Urban/ Urban

0

78 0 13

No

Yes z_F PhD Doctor 40 Private $7,200 z_SUV $0 0 $0 13 Highly Urban/ Urban

0 6/3/42 78 0 13 $119,975 No $339,052 Yes z_F PhD Doctor 40 Private $7,880 Sports Car $0 0 $0 13 Highly Urban/ Urban

0 6/3/42 78 0 13 $119,975 No $339,052 Yes z_F PhD Doctor 40 Private $13,500 z_SUV $0 0 $8,521 13 Highly Urban/ Urban

0

78 0 8

No

Yes z_F Bachelors Professional 71 Private $11,530 Sports Car

4

9 Highly Urban/ Urban

0

78 0 14

No

Yes M Masters Professional 31 Private $18,970 Van

3 $0 5 Highly Urban/ Urban

0

78 0 13

No $0 z_No z_F Bachelors Manager 46 Private

Minivan $0 0 $0 7 Highly Urban/ Urban

0

78 0 13

No

Yes M PhD 5 Commercial $8,540 Pickup

2 $0 18 Highly Urban/ Urban

0

78 0 15

No

Yes M Bachelors Manager 41 Commercial $32,660 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

78 0 10

No $0 z_No z_F PhD 40 Commercial $20,590 Pickup $0 0 $1,645 13 Highly Urban/ Urban

0

78 0 13

No

Yes z_F z_High School Professional 35 Private

Pickup $0 0 $0 9 Highly Urban/ Urban

0 5/21/42 78 0 8

No $0 z_No M Masters Lawyer 27 Private $18,100 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

78 0 8

No

Yes z_F Masters Lawyer 18 Private $17,380 z_SUV $0 0 $0 Highly Urban/ Urban

0

78 1 14

No

Yes M Masters 10 Commercial $11,710 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

78 2 16 $86,232 No

Yes z_F Masters Manager 8 Private $15,820 z_SUV $0 0 $0 15 Highly Urban/ Urban

0 5/16/42 78 0 14

No

Yes z_F Bachelors Professional 46 Private $23,050 Minivan $0 0 $4,101 9 Highly Urban/ Urban

0 5/16/42 78 0 13

No $0 z_No z_F Bachelors Professional 61 Private $11,550 z_SUV $0 0 $1,479 14 Highly Urban/ Urban

0

78 0 16 $7,280 No $0 Yes M Bachelors Student 14 Commercial

Minivan

2

9 Highly Urban/ Urban

0

78 0 12

No $0 z_No M Bachelors z_Blue Collar 44 Commercial $11,400 Pickup $0 0 $0 7 z_Highly Rural/ Rural

0

78 0 8 No

Yes z_F Bachelors z_Blue Collar 41 Commercial $32,530 Minivan $0 0 $0 9 Highly Urban/ Urban

0

78 0

No z_No z_F

0 5/9/42 78 0 15

No

Yes z_F Bachelors Home Maker 33 Private $21,110 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

78 0 11

No

Yes M PhD 29 Commercial $20,040 Van

3

14 Highly Urban/ Urban

0

78 0 15

No

z_No z_F Masters Lawyer 33 Private

Van

2

16 Highly Urban/ Urban

0

78 3 $0 No

Yes z_F z_High School Student 32 Private $16,720 z_SUV $0 0

1 Highly Urban/ Urban

0

78 0 17

No

Yes M Bachelors Professional 25 Commercial

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

0 5/3/42 78 0 5

No

Yes M Bachelors Manager 56 Private $18,280 Van $0 0 $0 7 Highly Urban/ Urban

0

78 0 12 No $0 z_No z_F z_High School Clerical 19 Private $11,650 z_SUV

1 $680 1 Highly Urban/ Urban

0

78 0 10

No

z_No M PhD Doctor 33 Private $13,820 Minivan $0 0 $0 20 Highly Urban/ Urban

0 4/28/42 78 0 5

No

Yes z_F

0

78 0 11 $73,903 No

z_No M Masters Professional 44 Commercial $28,760 Panel Truck $0 0 $0 12 Highly Urban/ Urban

0

78 0 9

No

Yes z_F z_High School z_Blue Collar 59 Private $24,620 Pickup $0 0 $0 8 Highly Urban/ Urban

0

78 1 15

No

Yes M Bachelors z_Blue Collar 25 Commercial $17,120 Pickup $0 0 $0 13 Highly Urban/ Urban

0

78 0 14

No

Yes z_F z_High School Clerical 66 Private $7,200 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

78 0 8

No

Yes z_F z_High School z_Blue Collar 30 Commercial $19,820 z_SUV $0 0

7 Highly Urban/ Urban

0 4/18/42 78 0 8 $81,767 No $308,350 Yes z_F z_High School z_Blue Collar 30 Commercial $15,570 z_SUV

2 $3,007 7 Highly Urban/ Urban

0

78 0 9

No

Yes z_F Masters Lawyer 24 Private $17,960 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

78 0 11

No

Yes M

0 4/14/42 78 0 14

No

Yes z_F Masters Lawyer 59 Private $10,060 z_SUV $4,478 3 $5,061 Highly Urban/ Urban

0

78 1 8

No

Yes M PhD 28 Commercial $18,510 Van $0 0 $0 15 Highly Urban/ Urban

0

78 0 13

No

Yes M Masters Lawyer 37 Private $10,770 Minivan

2 $0 19 Highly Urban/ Urban

0

78 0 12

No $0 z_No M Masters 7 Commercial $28,280 Panel Truck $3,542 1 $10,900 17 Highly Urban/ Urban

0

78 0

No Yes z_F PhD Doctor 32 Private $7,650 z_SUV $0 0 $0 8 Highly Urban/ Urban

0 3/30/42 78 0 $104,257 No Yes z_F PhD Doctor 32 Private $7,200 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

78 0 13

No

Yes z_F Masters Lawyer 51 Private

Minivan $0 0 $0 20 z_Highly Rural/ Rural

1

78 1 13

No

Yes z_F Bachelors Professional 41 Private

Minivan $0 0 $0 11 Highly Urban/ Urban

0

78 0 13

No

Yes M PhD 53 Commercial

Panel Truck

1 $0 21 Highly Urban/ Urban

0

78 2 10

No

Yes M z_High School Clerical 26 Commercial $10,780 Pickup

4 $2,575 10 Highly Urban/ Urban

0

78 0 12 $68,350 No

Yes M Bachelors z_Blue Collar 15 Commercial $18,700 Van

1 $0 11 Highly Urban/ Urban

0

78 0 15

No

Yes z_F Bachelors Manager 21 Private $20,920 Minivan $0 0 $0 11 Highly Urban/ Urban

0 3/19/42 78 0 15 $98,323 No $334,600 Yes z_F Bachelors Manager 21 Private $11,330 z_SUV $0 0 $0 11 Highly Urban/ Urban

1 3/19/42 78 2 16

Yes

z_No M PhD 60 Commercial $37,130 Panel Truck $7,160 4

12 Highly Urban/ Urban

0

78 0 10

No

Yes M Bachelors Professional 16 Commercial $6,470 Pickup $0 0 $0 12 z_Highly Rural/ Rural

0 3/18/42 78 0 16

No

Yes M Bachelors Professional 41 Commercial $21,740 Van $0 0 $3,226 Highly Urban/ Urban

0 3/18/42 78 0 14

No

Yes M z_High School Clerical 35 Commercial $7,100 Pickup $0 0 $0 1 Highly Urban/ Urban

0

78 0 13

No $0 z_No z_F

0

78 0 15

No

Yes M Bachelors Professional 27 Private $14,720 Minivan $0 0 $0 5 Highly Urban/ Urban

0

78 0 14

No

Yes z_F PhD Doctor 31 Private $19,000 Minivan $0 0 $0 7 Highly Urban/ Urban

0

78 0 7

No

Yes M z_High School z_Blue Collar 5 Commercial $18,970 Van $0 0 $0 5 Highly Urban/ Urban

0

78 0 14 No Yes z_F Bachelors Professional 38 Private $27,120 Pickup $0 0 $0 11 z_Highly Rural/ Rural

0

78 0 6

No

Yes z_F z_High School z_Blue Collar 42 Commercial $15,760 Sports Car

3 $0 8 Highly Urban/ Urban

0

78 0 11

No $0 z_No z_F Masters Lawyer 23 Private

Van $0 0 $0 12 Highly Urban/ Urban

0

78 0 10

No

Yes M PhD 40 Commercial $34,050 Panel Truck $6,581 2 $0 10 Highly Urban/ Urban

0

78 0 12

No

Yes z_F

0

78 2 13

Yes $0 z_No M PhD Doctor 23 Private $21,900 Van $0 0 $0 20 Highly Urban/ Urban

0 2/18/42 78 0 11

No $0 z_No M PhD 26 Commercial $26,900 Panel Truck

2 $5,951 13 Highly Urban/ Urban

0

78 0 16

No

Yes M Bachelors Professional 33 Private $14,250 Minivan $0 0 $0 13 Highly Urban/ Urban

0

78 0 9

No

Yes z_F z_High School Professional 30 Private $15,050 z_SUV $6,713 3

1 z_Highly Rural/ Rural

0

78 0 12

No

Yes z_F Masters 36 Commercial $25,410 Pickup

4 $0 10 Highly Urban/ Urban

0

78 0 12

No

z_No M Bachelors Professional 57 Commercial $23,640 Panel Truck

2 $0 7 Highly Urban/ Urban

0

78 0 9

No z_No M Bachelors Student 35 Private $33,220 Minivan $4,678 3 $5,084 8 Highly Urban/ Urban

0 2/10/42 78 0 14

No

Yes z_F Bachelors Manager 45 Private $27,640 z_SUV $0 0 $0 14 Highly Urban/ Urban

0 2/10/42 78 0 14

No

z_No z_F PhD Lawyer 37 Private $11,210 Sports Car

1 $0 15 Highly Urban/ Urban

1 2/9/42 78 2 15

No Yes z_F Masters Lawyer 57 Private $15,110 Sports Car

3

12 Highly Urban/ Urban

0 2/2/42 78 2 16 $6,018 Yes $0 z_No z_F

0

78 0 12 No

Yes M Bachelors Professional 34 Private $7,200 Pickup $0 0 $0 13 Highly Urban/ Urban

0

78 4 19

No

Yes z_F z_High School z_Blue Collar 43 Commercial $22,780 Pickup

1 $0 1 Highly Urban/ Urban

0 1/26/42 78 0 10

No

Yes z_F PhD Lawyer 24 Private $14,580 z_SUV $0 0 $0 12 Highly Urban/ Urban

0 1/26/42 78 0 12

No $0 z_No M Bachelors Manager 16 Commercial $30,390 Panel Truck $0 0

10 Highly Urban/ Urban

0

78 0 14

No

Yes z_F z_High School z_Blue Collar 17 Commercial $28,350 Minivan $0 0 $0 6 z_Highly Rural/ Rural

0

78 2 14

No $0 Yes z_F z_High School Student 79 Commercial $1,500 z_SUV

3 $0 1 z_Highly Rural/ Rural

0 1/11/42 78 2 0 $0 Yes $0 z_No z_F Bachelors Home Maker 38 Private $7,200 z_SUV $0 0

8 Highly Urban/ Urban

0 1/10/42 78 0 15

No

Yes M Bachelors Clerical 57 Private $11,940 Pickup $4,792 1

11 Highly Urban/ Urban

0 1/10/42 78 0 14

No

Yes z_F z_High School Clerical 29 Private $7,200 z_SUV $0 0 $0 5 Highly Urban/ Urban

0

78 0 0 $0 No

Yes z_F PhD Home Maker 49 Private $13,740 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

78 0 12

No

z_No z_F Masters Lawyer 16 Private $28,000 Minivan $0 0 $0 14 Highly Urban/ Urban

0

78 0 13

No

Yes M z_High School Clerical 38 Commercial $4,980 Pickup

2

9 Highly Urban/ Urban

0

78 0 12

No

Yes M PhD 35 Commercial $18,930 Van $11,320 3 $0 1 Highly Urban/ Urban

0

78 0 12

No $0 z_No z_F Bachelors Professional 31 Private $11,580 z_SUV $6,712 1 $4,373 12 Highly Urban/ Urban

0

78 0 14 $89,448 No

Yes z_F PhD Manager 20 Private $18,020 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

78 0 0 No $0 Yes M $42,944

1 $6,255 1 Highly Urban/ Urban

0

78 0 13

No $0 z_No M PhD Doctor 55 Private $13,340 Minivan

1 $0 10 Highly Urban/ Urban

0

78 2 17 $76,123 No

Yes z_F z_High School z_Blue Collar 28 Commercial $14,810 z_SUV $0 0 $2,870 8 Highly Urban/ Urban

0

78 0 14

No

Yes z_F Masters Lawyer 8 Private

z_SUV

3 $0 15 Highly Urban/ Urban

0 12/18/41 78 0 11

No $0 z_No M Masters Lawyer 44 Private $19,410 Minivan $0 0 $0 16 Highly Urban/ Urban

0

78 0 15

No

Yes M PhD 67 Commercial $37,960 Panel Truck

3 $0 11 Highly Urban/ Urban

0 12/16/41 78 1 9

No Yes M Bachelors Manager 29 Commercial $21,770 Van $1,324 1 $0 8 Highly Urban/ Urban

0

78 0 11

No

z_No z_F Bachelors Home Maker 6 Private $10,170 z_SUV

3

13 Highly Urban/ Urban

0

78 0 14

No

Yes M Masters Manager 28 Commercial $23,780 Panel Truck

1 $0 15 Highly Urban/ Urban

0

78 2 15

No

Yes z_F z_High School Home Maker 43 Private $26,140 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

78 3 15

No

Yes z_F Bachelors Manager 17 Private $18,170 z_SUV $0 0 $0 12 Highly Urban/ Urban

1

78 1 14

No

Yes M z_High School Professional 23 Commercial $7,200 Pickup $5,040 2 $4,389 5 Highly Urban/ Urban

0

78 0 14 $8,212 No $0 Yes M $1,146

Highly Urban/ Urban

1

78 2 0 $0 No $0 Yes M z_High School Student 29 Private $9,240 Pickup

2

1 Highly Urban/ Urban

0

78 0 7

No

Yes M Bachelors Manager 30 Commercial

Panel Truck $3,886 2 $0 8 Highly Urban/ Urban

0

78 0

No

Yes M Bachelors Professional 39 Commercial $30,050 Panel Truck $0 0 $0 4 z_Highly Rural/ Rural

0

78 0 16

No

Yes M PhD Doctor 20 Private $18,170 Minivan $0 0 $0 14 Highly Urban/ Urban

0

78 0 13

No $0 z_No M Masters 47 Commercial

Panel Truck

2

18 Highly Urban/ Urban

0

78 0 11

No

Yes z_F Masters Lawyer 27 Private

Van

1 $0 21 Highly Urban/ Urban

0

78 0 14

No

Yes M PhD 33 Commercial $24,430 Panel Truck

2 $0 14 Highly Urban/ Urban

2

78 3 10

No

Yes z_F Masters Lawyer 45 Private $14,680 z_SUV $8,386 2

18 Highly Urban/ Urban

0

78 0

No

Yes M Masters Lawyer 34 Private $20,710 Van

2

18 Highly Urban/ Urban

0

78 0 13

No

z_No M z_High School z_Blue Collar 19 Commercial $9,390 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

78 0 14 $2,724 No $0 z_No z_F $20,511

1

1 Highly Urban/ Urban

2

78 2

No

Yes z_F Masters Manager 58 Private $10,420 z_SUV $4,528 5 $8,712 22 Highly Urban/ Urban

0

78 0 12

No

Yes z_F PhD Manager 17 Private $18,810 z_SUV $1,774 1 $0 14 Highly Urban/ Urban

0

78 0 15 $98,573 No $0 z_No M Bachelors z_Blue Collar 22 Commercial $19,200 Minivan

1 $0 6 Highly Urban/ Urban

0

78 0 10

No

z_No M Masters Lawyer 22 Private $16,860 Van

2 $0 13 Highly Urban/ Urban

0 10/7/41 78 0 14

No

Yes z_F Masters 50 Commercial $25,070 Pickup $0 0 $0 16 Highly Urban/ Urban

0 10/7/41 78 0 14 $41,712 No Yes z_F Masters 5 Private $16,810 Minivan

3

16 Highly Urban/ Urban

0

78 0 13 $41,696 No

Yes M z_High School Professional 36 Private $19,480 Minivan $0 0 $0 1 Highly Urban/ Urban

2 9/30/41 78 3 15

No

Yes z_F z_High School Clerical 43 Private $8,260 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

78 0 12

No

Yes z_F PhD Doctor 12 Private $19,200 Minivan $0 0 $0 14 Highly Urban/ Urban

1 9/29/41 78 2 15

Yes $0 z_No M Masters 19 Commercial $31,540 Panel Truck $0 0

1 Highly Urban/ Urban

0

78 0 0 $0 No

Yes z_F Bachelors Home Maker 74 Private $7,500 Sports Car $0 0 $0 10 z_Highly Rural/ Rural

0

78 0 9

No

Yes M z_High School Clerical 52 Private $20,410 Minivan $0 0 $3,776 8 Highly Urban/ Urban

0

78 0 13

No $0 z_No M PhD Doctor 5 Private $1,500 Minivan $0 0 $0 18 Highly Urban/ Urban

0

78 0 10

No

Yes M Bachelors Professional 38 Commercial

Panel Truck

1 $0 4 Highly Urban/ Urban

0 9/13/41 78 0 15

No

Yes M Bachelors Professional 31 Commercial $31,570 Panel Truck $0 0

1 z_Highly Rural/ Rural

0

78 0 14

No z_No z_F z_High School Manager 23 Private $14,000 Sports Car $0 0 $3,998 1 Highly Urban/ Urban

0

78 0 11

No

Yes z_F $6,590

z_SUV $0 0

7 Highly Urban/ Urban

0

78 0 19

No

Yes M z_High School z_Blue Collar 57 Commercial $25,530 Panel Truck $0 0 $0 1 z_Highly Rural/ Rural

0

78 0 11

No $0 z_No M $40,152

1 Highly Urban/ Urban

2

78 3 18 $9,750 No $0 Yes M $3,741

2

1 Highly Urban/ Urban

0

78 0 14

No $192,089 Yes M $6,101

6 Highly Urban/ Urban

0

78 0 9

No

Yes z_F z_High School z_Blue Collar 30 Commercial $13,040 z_SUV

1 $0 5 z_Highly Rural/ Rural

0

78 0 16 $6,657 No $0 Yes M $37,285

3

7 Highly Urban/ Urban

0

78 0 $0 No $0 Yes M z_High School Student 9 Private $7,300 Minivan $0 0 $4,383 8 Highly Urban/ Urban

2

78 2 16

No

Yes z_F $6,425

1 Highly Urban/ Urban

0

78 0 13

No

z_No z_F Masters Lawyer 49 Private

Sports Car $0 0 $6,418 17 z_Highly Rural/ Rural

0 8/8/41 78 0 14

No

Yes z_F z_High School Home Maker 39 Private $18,110 z_SUV $0 0 $0 6 z_Highly Rural/ Rural

0

78 1 16

No

Yes z_F Masters Manager 27 Private

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

0

78 0 0 $0 No $0 Yes M z_High School Student 29 Commercial $7,300 Pickup $3,485 3 $0 1 z_Highly Rural/ Rural

0 8/3/41 78 0 13

No

Yes M Masters 30 Commercial $22,620 Panel Truck

3

12 Highly Urban/ Urban

0 8/3/41 78 0 13 $84,376 No $279,277 Yes M Masters 23 Private $12,340 Minivan $0 0 $0 12 Highly Urban/ Urban

0

79 1 8

No

Yes z_F Masters Manager 21 Private $24,240 Pickup $0 0 $0 17 Highly Urban/ Urban

0

79 4 16

Yes z_No z_F Masters Lawyer 37 Private $20,790 Minivan $0 0

18 Highly Urban/ Urban

1 7/24/41 79 2 17

No Yes z_F Bachelors Professional 32 Private $34,790 z_SUV $4,805 2 $0 z_Highly Rural/ Rural

1 7/24/41 79 2 17 $100,886 No Yes z_F Bachelors Professional 29 Private $18,740 z_SUV $5,108 1 $1,020 z_Highly Rural/ Rural

0

79 0 14

No

Yes z_F Masters Professional 31 Private $26,780 Minivan $0 0 $0 12 Highly Urban/ Urban

0

79 0 13

No

Yes z_F Bachelors Professional 20 Commercial

Van $3,589 1 $4,743 10 Highly Urban/ Urban

0

79 0 12 $95,447 No

z_No M Bachelors Professional 9 Private $12,460 Minivan $0 0 $0 13 Highly Urban/ Urban

0

79 0 12

No Yes z_F PhD Doctor 28 Private $26,840 Pickup $0 0 $0 7 Highly Urban/ Urban

0

79 0 15

No

Yes M Bachelors z_Blue Collar 23 Commercial $22,990 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0

79 0 8

No $0 z_No M Bachelors Student 38 Commercial $7,730 Pickup

2 $4,906 13 Highly Urban/ Urban

0 7/7/41 79 0 13

No

z_No z_F PhD Doctor 35 Private $11,440 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

79 0 12

No

Yes z_F Masters 45 Commercial $23,730 Pickup $0 0 $0 16 Highly Urban/ Urban

0

79 0

No Yes z_F z_High School z_Blue Collar 52 Commercial $9,960 z_SUV $1,444 1 $5,524 10 Highly Urban/ Urban

0

79 0 12

No

Yes M $4,984

7 Highly Urban/ Urban

0 6/25/41 79 0 13

No

Yes M Bachelors z_Blue Collar 41 Commercial $15,520 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

79 0 8 $38,462 No Yes M Bachelors z_Blue Collar 56 Commercial $11,150 Minivan

3 $0 5 Highly Urban/ Urban

0

79 0 13

No

Yes z_F PhD Home Maker 43 Commercial

Panel Truck

1 $0 18 Highly Urban/ Urban

0

79 0 11 $67,608 No

Yes M Bachelors Professional 40 Private $23,140 Minivan $0 0 $0 12 Highly Urban/ Urban

0

79 0 11

No

z_No M PhD Doctor 41 Private $13,880 Minivan

2 $0 11 Highly Urban/ Urban

0

79 0

No Yes M

0

79 0 15

No

Yes z_F

0

79 0 $43,680 No

Yes M z_High School Manager 24 Commercial

Minivan

2 $0 4 Highly Urban/ Urban

0

79 0 0 $0 No

Yes z_F Masters Home Maker 48 Private $20,710 Sports Car

2 $5,760 1 Highly Urban/ Urban

0 6/4/41 79 0 8

No

Yes M Bachelors Professional 37 Commercial $23,260 Panel Truck $0 0 $1,322 1 Highly Urban/ Urban

0

79 0 14

No $0 z_No M z_High School Clerical 29 Commercial $30,410 Panel Truck $0 0 $0 8 z_Highly Rural/ Rural

0 6/2/41 79 0

No

Yes z_F z_High School Clerical 17 Private $7,960 z_SUV $4,351 3 $0 1 Highly Urban/ Urban

0 6/2/41 79 0 $38,435 No $156,981 Yes z_F z_High School Clerical 21 Commercial $27,360 Pickup $2,357 1 $0 1 Highly Urban/ Urban

0

79 0

No Yes M Masters Lawyer 33 Private $1,500 Minivan

2

16 Highly Urban/ Urban

0

79 0 11

No $0 z_No z_F z_High School z_Blue Collar 17 Commercial $7,300 Sports Car

2 $0 1 z_Highly Rural/ Rural

0

79 0 10

No $0 z_No z_F Masters 35 Commercial $37,320 Pickup $0 0 $0 13 Highly Urban/ Urban

0

79 0 15 $58,139 No

Yes z_F Masters Lawyer 48 Private $30,260 Minivan $0 0 $0 13 Highly Urban/ Urban

0

79 0 0 $0 No

Yes z_F Bachelors Home Maker 48 Private $17,160 Minivan $3,393 1 $0 12 Highly Urban/ Urban

0

79 0 10

No

Yes z_F PhD Doctor 24 Private

Minivan $0 0 $0 14 Highly Urban/ Urban

1

79 1 14

No

Yes z_F Bachelors Manager 37 Private $16,060 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

79 0 13

No

z_No z_F Masters Professional 25 Private $26,880 Minivan $0 0 $0 15 Highly Urban/ Urban

0 4/21/41 79 0 14

No

Yes M PhD 32 Commercial

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

0

79 0 15 $43,393 No

Yes z_F z_High School z_Blue Collar 45 Commercial $28,690 Pickup $11,068 3 $6,528 Highly Urban/ Urban

0

79 0 11

No

z_No M Bachelors z_Blue Collar 15 Commercial $16,730 Van

3 $2,318 15 Highly Urban/ Urban

0 4/12/41 79 0 11 $70,745 No $237,422 z_No M Bachelors z_Blue Collar 15 Commercial $21,170 Van $0 0

15 Highly Urban/ Urban

0

79 0 13

No

Yes M Bachelors Manager 44 Commercial $20,930 Van $2,723 3 $0 8 Highly Urban/ Urban

0

79 4 16

No

Yes M z_High School Clerical 34 Private $18,860 Van $0 0 $0 12 Highly Urban/ Urban

0

79 0 15

No

Yes M PhD 28 Commercial $22,260 Van $0 0 $0 15 Highly Urban/ Urban

0

79 2 0 $0 No $0 Yes z_F z_High School Student 40 Commercial $1,500 z_SUV $3,564 2 $5,089 10 Highly Urban/ Urban

0

79 0 8

No $280,067 z_No M Bachelors z_Blue Collar 5 Commercial $7,300 Pickup $3,075 4 $4,373 1 Highly Urban/ Urban

0

79 0 6

No

z_No z_F PhD Doctor 25 Private $7,000 z_SUV

4

17 Highly Urban/ Urban

0

79 0

No

Yes M PhD Manager 46 Commercial $30,220 Panel Truck

1 $0 3 Highly Urban/ Urban

0

79 0 10

No

Yes z_F PhD 13 Commercial $38,240 Van $0 0 $3,452 Highly Urban/ Urban

0

79 0 10

No

Yes M Bachelors Professional 21 Commercial $23,510 Panel Truck $9,937 1 $0 1 Highly Urban/ Urban

0

79 0 15 $102,092 No

Yes z_F Masters Lawyer 16 Private $17,510 Minivan $0 0 $0 13 Highly Urban/ Urban

0 3/1/41 79 1 17

No

Yes z_F Masters Manager 8 Private $29,850 Pickup $0 0 $0 9 Highly Urban/ Urban

0 3/1/41 79 0 13

No

Yes M $26,749

1 $0 1 Highly Urban/ Urban

0

79 0 11

No $0 z_No M PhD Manager 51 Commercial $23,530 Panel Truck $1,524 2 $0 19 Highly Urban/ Urban

0 2/28/41 79 0 13 No $0 z_No M Bachelors Professional 20 Commercial $27,140 Panel Truck $0 0 $0 15 Highly Urban/ Urban

0 2/24/41 79 0 14

No

Yes z_F PhD Doctor 34 Private $28,690 Minivan $0 0 $0 17 Highly Urban/ Urban

0 2/23/41 79 0 12

No

Yes M Bachelors Professional 37 Private $14,630 Minivan $0 0 $0 1 Highly Urban/ Urban

0 2/23/41 79 0 12 $73,283 No $251,025 Yes M Bachelors Professional 37 Commercial $24,130 Panel Truck $3,862 3

1 Highly Urban/ Urban

0 2/18/41 79 2 17

No

Yes M Bachelors Professional 16 Private $13,080 Minivan $0 0 $0 5 Highly Urban/ Urban

0 2/16/41 79 0 12

No

Yes M $43,052

2 $4,610 5 z_Highly Rural/ Rural

0

79 0

No

Yes M z_High School z_Blue Collar 48 Private $13,470 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 2/11/41 79 2 12

No

Yes M Masters Lawyer 54 Private $18,990 Van $0 0 $0 20 Highly Urban/ Urban

0

79 0 13

No

Yes M Bachelors Professional 88 Private $22,420 Van $0 0 $0 1 Highly Urban/ Urban

0

79 0 12

No

z_No z_F z_High School Clerical 12 Private $12,000 z_SUV $6,060 1 $0 1 Highly Urban/ Urban

0

79 0 0 $0 No

Yes z_F Bachelors Home Maker 29 Private $8,650 z_SUV $5,240 4 $0 12 Highly Urban/ Urban

0

79 0 13

No

Yes M z_High School Clerical 58 Commercial $11,130 Pickup

4 $2,658 1 Highly Urban/ Urban

0

79 0 11

No

Yes M Bachelors Professional 32 Private $17,440 Van $0 0 $1,261 12 Highly Urban/ Urban

0 2/1/41 79 0 12

No

Yes M Bachelors Professional 30 Private $20,490 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0 1/22/41 79 0 6

No $0 z_No M Bachelors Manager 22 Commercial $28,740 Panel Truck $0 0

12 Highly Urban/ Urban

0 1/22/41 79 0 13

No

Yes M Masters 32 Commercial $7,300 Pickup

1 $0 21 Highly Urban/ Urban

0

79 0 12

No

Yes M Masters Manager 5 Private $10,670 Pickup $0 0 $0 11 Highly Urban/ Urban

0 1/20/41 79 0 11

No $0 z_No M Masters Lawyer 23 Private $10,620 Pickup $0 0 $0 Highly Urban/ Urban

1

79 2 16

No

Yes z_F Bachelors Professional 29 Private $18,100 z_SUV $4,646 2

10 Highly Urban/ Urban

0

79 0 14

No

Yes z_F Bachelors Professional 33 Private $22,040 Minivan $8,510 3 $0 13 Highly Urban/ Urban

0 1/17/41 79 1 0 $0 Yes $0 z_No M z_High School Student 51 Private $13,140 Minivan

4 $3,172 1 Highly Urban/ Urban

0

79 0

No

Yes z_F Bachelors Manager 43 Private $8,730 z_SUV

1 $0 10 Highly Urban/ Urban

0

79 0 6

No $0 z_No M $34,123

2 $8,116 7 Highly Urban/ Urban

0 1/9/41 79 0 13

No

Yes z_F Bachelors Professional 33 Private $20,520 z_SUV

2 $6,001 12 Highly Urban/ Urban

0

79 0 13

No $0 z_No z_F Bachelors Manager 52 Private $10,350 z_SUV $2,737 2 $1,036 10 Highly Urban/ Urban

0

79 0 8

No

Yes M Bachelors Professional 34 Commercial

Panel Truck $6,138 1 $0 8 Highly Urban/ Urban

0 1/7/41 79 0 14 $113,195 No

z_No M Masters 21 Commercial $18,620 Van $4,020 2 $4,274 12 Highly Urban/ Urban

0

79 0 12

No

Yes z_F Masters Lawyer 49 Private $3,230 z_SUV $0 0 $3,295 9 Highly Urban/ Urban

0

79 0 14

No

z_No M Bachelors z_Blue Collar 17 Commercial $17,480 Van $0 0

1 z_Highly Rural/ Rural

0

79 0 12

No

Yes z_F Masters 35 Commercial

Van $0 0 $0 12 Highly Urban/ Urban

0

79 0 12

No

Yes M Bachelors Professional 47 Private $10,520 Pickup

1

13 Highly Urban/ Urban

0 12/25/40 79 0 12 $69,282 No $295,989 Yes M Bachelors Professional 47 Private $25,230 Minivan $0 0 $0 13 Highly Urban/ Urban

0

79 0 $1,102 No $0 Yes M $13,875

1 Highly Urban/ Urban

0

79 0 11

No $0 z_No M Masters Lawyer 39 Private $1,500 Minivan $0 0 $0 17 Highly Urban/ Urban

1

79 1 15 No

Yes z_F PhD Home Maker 32 Commercial $26,790 Pickup $0 0 $0 18 z_Highly Rural/ Rural

0

79 0

No

Yes M Masters 26 Commercial $11,050 Pickup

3 $0 Highly Urban/ Urban

0

79 0 0 $0 No $0 Yes z_F z_High School Student 9 Commercial $7,300 z_SUV $0 0

1 Highly Urban/ Urban

0

79 0 12

No

Yes M

1

79 1 11

No $225,043 Yes M PhD 21 Commercial $28,600 Panel Truck $4,007 1 $0 17 Highly Urban/ Urban

0

79 0 16 No

Yes z_F PhD Doctor 55 Private $19,750 z_SUV $0 0 $0 14 Highly Urban/ Urban

0

79 2 12

No

Yes M Bachelors Professional 22 Private $10,320 Pickup $4,716 1 $2,891 12 Highly Urban/ Urban

0

79 0 10

No $0 z_No M Masters Manager 43 Private $7,300 Pickup $9,090 2 $0 12 Highly Urban/ Urban

1

79 2 14

Yes $0 z_No M z_High School z_Blue Collar 34 Commercial $19,790 Van $0 0

10 Highly Urban/ Urban

0

79 0 14

No

Yes z_F Bachelors Professional 31 Private $16,140 Minivan $0 0 $0 Highly Urban/ Urban

0

79 0

No $0 z_No z_F z_High School Student 30 Private $8,050 z_SUV

3

1 Highly Urban/ Urban

0

79 0 12

No z_No z_F PhD Doctor 40 Private $14,870 z_SUV $0 0

14 Highly Urban/ Urban

1

79 2 17

No $0 Yes M $5,086

2 $3,231 5 Highly Urban/ Urban

1

79 1 12

Yes $0 z_No z_F Masters Manager 26 Commercial $24,130 Pickup $0 0 $2,738 16 Highly Urban/ Urban

0 11/17/40 79 0 14

No $0 z_No z_F Bachelors Home Maker 52 Private $17,850 Minivan $0 0 $0 8 z_Highly Rural/ Rural

0

79 0 14 No

Yes M PhD Manager 35 Commercial $16,400 Van $0 0 $0 14 Highly Urban/ Urban

0 11/15/40 79 0 14 No $268,617 Yes M PhD Manager 35 Commercial $18,560 Van $0 0 $0 14 Highly Urban/ Urban

0

79 0 13 $83,937 No

Yes M Bachelors z_Blue Collar 52 Commercial $28,250 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

79 0 15

No

Yes z_F z_High School z_Blue Collar 22 Commercial $30,660 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0 11/10/40 79 0 15 $43,118 No $173,745 Yes z_F z_High School z_Blue Collar 22 Commercial $25,060 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

79 2 15

No

Yes z_F Masters Lawyer 46 Private $13,580 z_SUV $31,858 3 $0 17 Highly Urban/ Urban

0

79 0 9

No

Yes M Bachelors Manager 47 Private $12,340 Minivan $0 0 $0 8 Highly Urban/ Urban

0 10/30/40 79 0 12

No

Yes M Bachelors z_Blue Collar 26 Commercial $26,630 Panel Truck

2 $5,601 12 z_Highly Rural/ Rural

0

79 0 6 No

Yes z_F PhD Manager 26 Commercial $22,680 Pickup $0 0 $0 8 Highly Urban/ Urban

0

79 0

No $0 z_No z_F Masters Lawyer 62 Private $14,110 z_SUV $0 0 $0 4 Highly Urban/ Urban

0

79 0 13 $61,159 No

Yes M Masters 37 Commercial $19,210 Van $45,254 2

13 Highly Urban/ Urban

0

79 0 12

No

Yes z_F Bachelors z_Blue Collar 49 Commercial $22,280 Pickup $0 0 $0 13 Highly Urban/ Urban

2

79 2 16

No

Yes z_F Masters Manager 32 Commercial $21,880 Pickup $6,120 2

18 Highly Urban/ Urban

0 10/14/40 79 0 11

No $0 z_No M z_High School z_Blue Collar 43 Commercial $15,080 Minivan

1

6 Highly Urban/ Urban

0 10/14/40 79 3 17

No $0 Yes z_F Bachelors Student 40 Private $11,900 Minivan $6,606 1 $0 12 Highly Urban/ Urban

0

79 1 11

Yes $0 z_No M Bachelors Professional 35 Private $17,890 Van $0 0

7 Highly Urban/ Urban

0 10/13/40 79 0 13 $41,301 No $0 z_No M z_High School z_Blue Collar 10 Commercial $11,140 Pickup $0 0 $0 7 Highly Urban/ Urban

1

79 2 14

No

Yes M z_High School Clerical 41 Private $15,010 Minivan

3 $0 1 Highly Urban/ Urban

0

79 0 10

No $0 z_No M $4,535

1 $0 7 z_Highly Rural/ Rural

4

79 4 18

No

Yes z_F z_High School z_Blue Collar 87 Commercial $16,620 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 9/26/40 79 1 16 No

Yes M Bachelors Manager 11 Private $7,950 Minivan $0 0 $0 1 Highly Urban/ Urban

0

79 0 13

No

z_No z_F z_High School z_Blue Collar 42 Commercial $16,210 Pickup $4,733 3

1 Highly Urban/ Urban

0

79 0 7

No

z_No M Masters Lawyer 64 Private $22,440 Minivan $0 0 $0 17 Highly Urban/ Urban

0

79 0 12

No z_No z_F Bachelors z_Blue Collar 40 Commercial $22,930 Pickup

3

4 Highly Urban/ Urban

0

79 0 15

No

Yes z_F PhD Doctor 36 Private $27,960 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

79 0 17 No

Yes M

0

79 0 $1,249 No

Yes z_F Bachelors Home Maker 11 Private $7,520 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 8/16/40 79 0

No $96,941 Yes z_F z_High School Home Maker 32 Private $7,620 z_SUV $2,490 2 $0 8 Highly Urban/ Urban

0 8/16/40 79 0 $1,249 No $116,783 Yes z_F Bachelors Home Maker 28 Private $1,500 Sports Car $0 0 $3,180 1 Highly Urban/ Urban

0

79 0 14

No

Yes z_F PhD Professional 26 Commercial

Panel Truck $0 0 $6,290 20 Highly Urban/ Urban

0

79 0 12

No

Yes M Masters Manager 29 Private $22,490 Van $0 0 $0 22 Highly Urban/ Urban

0

79 0 12

No

Yes M Bachelors Manager 40 Commercial

Panel Truck $4,765 3 $5,363 10 Highly Urban/ Urban

0

80 0 9

No

Yes z_F PhD Home Maker 39 Private $15,910 z_SUV $0 0 $0 15 z_Highly Rural/ Rural

0

80 0 10 No $0 Yes z_F z_High School Student 34 Commercial $11,600 Minivan $0 0

1 Highly Urban/ Urban

0

80 2 0 No

Yes M Bachelors Student 45 Commercial $7,400 Pickup $3,903 4 $1,098 11 Highly Urban/ Urban

0

80 2 16

No

Yes z_F z_High School Clerical 30 Private $10,920 z_SUV $0 0 $0 3 z_Highly Rural/ Rural

0

80 0 9

No

z_No M Bachelors Professional 60 Private $24,700 Minivan $0 0 $0 10 z_Highly Rural/ Rural

0

80 0 12

No $0 z_No M Bachelors Clerical 33 Private $12,420 Minivan $0 0 $0 5 z_Highly Rural/ Rural

0

80 0 11

No

Yes z_F Bachelors z_Blue Collar 27 Commercial $1,500 Sports Car

2 $0 6 Highly Urban/ Urban

0 7/7/40 80 0 11 $131,919 No $328,571 Yes z_F Bachelors z_Blue Collar 27 Commercial $19,580 z_SUV $0 0 $0 6 Highly Urban/ Urban

0

80 0 10

No

Yes z_F Bachelors Home Maker 38 Private $11,550 Sports Car $4,780 1 $0 10 Highly Urban/ Urban

1

80 2 14

No

Yes z_F Masters Home Maker 49 Private $3,950 z_SUV $0 0

9 z_Highly Rural/ Rural

0

80 0 9

No Yes z_F Masters Manager 14 Private $20,630 z_SUV $4,562 1 $4,970 12 Highly Urban/ Urban

0

80 0 11

No

Yes M Bachelors Professional 10 Private $13,490 Minivan

3 $0 11 Highly Urban/ Urban

0

80 1 15

No

Yes z_F Masters Lawyer 17 Private $19,660 z_SUV $4,256 3 $0 14 Highly Urban/ Urban

0

80 0 14

No $0 z_No M

0

80 0 14

No

Yes z_F

0

80 0 9

No

Yes z_F z_High School z_Blue Collar 19 Commercial $12,540 z_SUV $0 0 $3,398 1 Highly Urban/ Urban

0

80 0 7

No

Yes M Bachelors Manager 21 Private $7,400 Pickup $0 0 $0 11 Highly Urban/ Urban

0

80 0 0 $0 No

Yes z_F PhD Doctor 17 Private $9,940 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

80 0 14

No $0 z_No z_F z_High School z_Blue Collar 37 Commercial $14,520 Minivan $0 0

6 Highly Urban/ Urban

0

80 2 14 $15,210 No

Yes z_F z_High School Student 50 Private $11,650 z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

80 0 13

No

Yes z_F z_High School Professional 58 Private $15,620 z_SUV

2 $0 1 Highly Urban/ Urban

0

80 0 11

No

Yes z_F Bachelors Home Maker 13 Commercial $21,190 Pickup $0 0 $0 10 z_Highly Rural/ Rural

1

80 1 17

No

Yes z_F Bachelors Professional 34 Private $14,050 z_SUV $0 0 $0 10 z_Highly Rural/ Rural

0

80 0 14

No

z_No M Bachelors Professional 13 Private $17,210 Van $0 0 $0 6 Highly Urban/ Urban

0

80 0 12

No $0 z_No M z_High School Manager 45 Private $15,420 Minivan

2 $4,111 1 Highly Urban/ Urban

0

80 0 9

No Yes M z_High School z_Blue Collar 73 Commercial $19,960 Van $3,960 4 $571 9 Highly Urban/ Urban

0

80 0 11

No $0 z_No z_F z_High School Home Maker 61 Private $8,840 z_SUV $2,479 3 $5,109 5 Highly Urban/ Urban

0 4/17/40 80 0 14

No

Yes z_F Bachelors Professional 22 Private $18,550 z_SUV $0 0 $0 4 Highly Urban/ Urban

0 4/17/40 80 0 17

No

Yes M PhD 19 Commercial

Panel Truck

2 $3,231 12 Highly Urban/ Urban

0

80 0 14 $78,271 No

Yes M Bachelors Professional 11 Commercial $17,560 Van $0 0 $2,463 11 Highly Urban/ Urban

0

80 0 10 No

Yes M Masters 38 Commercial $23,100 Panel Truck

3 $0 15 Highly Urban/ Urban

0

80 0 11

No

Yes M PhD Manager 35 Private $21,730 Van $0 0 $0 13 Highly Urban/ Urban

0

80 0 14

No $0 z_No z_F z_High School z_Blue Collar 31 Commercial $12,570 z_SUV

1

9 Highly Urban/ Urban

0

80 0 7

No

z_No z_F PhD Doctor 25 Private $9,300 z_SUV $7,670 2 $0 11 Highly Urban/ Urban

0 3/24/40 80 0 7 $150,956 No $386,522 z_No z_F PhD Doctor 9 Private $22,500 Minivan $0 0 $0 11 Highly Urban/ Urban

0

80 0 12 $5,005 No

z_No z_F z_High School Student 30 Private $7,500 z_SUV $0 0 $0 Highly Urban/ Urban

0

80 0 13

No

z_No M PhD Manager 30 Commercial $28,560 Panel Truck $785 2 $0 14 Highly Urban/ Urban

0

80 2 18

No

Yes M Masters 5 Commercial $40,580 Panel Truck $0 0 $0 10 Highly Urban/ Urban

0

80 0 9

No

Yes z_F Bachelors Home Maker 6 Private $29,230 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 2/29/40 80 0 15

No $0 z_No z_F PhD Doctor 32 Private $20,540 z_SUV $0 0 $0 18 Highly Urban/ Urban

0 2/25/40 80 0 15

No

Yes M z_High School Clerical 11 Private

Van $0 0 $0 1 z_Highly Rural/ Rural

0

80 0 12

No $0 z_No z_F Bachelors z_Blue Collar 42 Commercial $12,150 Pickup $0 0

10 Highly Urban/ Urban

0

80 0 13

No

z_No M PhD Doctor 26 Private $21,190 Minivan $0 0 $0 10 Highly Urban/ Urban

0

80 0 12

No

z_No M Masters Manager 10 Commercial $7,400 Pickup $0 0 $0 9 Highly Urban/ Urban

0 2/7/40 80 0 11

No

Yes z_F Bachelors Professional 21 Private $13,820 z_SUV $0 0 $0 10 Highly Urban/ Urban

0 2/3/40 80 0 17

No

Yes z_F PhD Doctor 53 Private $15,960 z_SUV $0 0

14 Highly Urban/ Urban

0 2/3/40 80 0 17 $85,596 No $276,908 Yes z_F PhD Doctor 53 Private $24,580 Pickup

1 $2,883 14 Highly Urban/ Urban

0

80 0 14

No $0 z_No z_F PhD Doctor 37 Private $33,880 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

80 0 12

No

z_No M z_High School Clerical 24 Private $13,640 Minivan $0 0 $0 1 z_Highly Rural/ Rural

0 1/28/40 80 2 8

No

Yes M Masters Lawyer 39 Private $25,350 Minivan $0 0 $0 Highly Urban/ Urban

0

80 0 15

No

Yes M Masters Professional 35 Commercial $30,390 Panel Truck

3 $4,995 12 Highly Urban/ Urban

0

80 0 11

No

Yes z_F z_High School Clerical 23 Private $10,920 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

0

80 0 8

No

Yes z_F Masters Lawyer 59 Private $16,430 z_SUV

3 $0 19 Highly Urban/ Urban

0

80 0 13 $111,559 No

Yes z_F Masters 30 Commercial $29,020 Pickup $1,348 3

Highly Urban/ Urban

0 1/6/40 80 0 13 No

z_No M $734

1 $0 4 Highly Urban/ Urban

0 1/6/40 80 0 13

No

Yes z_F z_High School z_Blue Collar 24 Commercial $8,390 z_SUV

3 $6,639 9 Highly Urban/ Urban

0 1/4/40 80 0 0 $0 No $0 z_No M Bachelors Home Maker 42 Commercial

Panel Truck $1,511 1 $0 9 Highly Urban/ Urban

0

80 0 5

No z_No M Masters Lawyer 10 Private $31,930 Minivan $0 0 $0 Highly Urban/ Urban

0

80 0 0 $0 No

z_No z_F z_High School Student 13 Commercial $7,400 Sports Car $5,259 1 $5,850 8 Highly Urban/ Urban

0

80 0 11

No $0 z_No M Bachelors Professional 13 Private $9,980 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

80 0 9

No Yes M PhD Manager 5 Private $17,780 Van $0 0 $0 17 Highly Urban/ Urban

0

80 0 14

No

Yes M Bachelors Professional 10 Commercial $40,760 Panel Truck

2 $0 13 Highly Urban/ Urban

0

80 0 0 $0 No

Yes z_F Bachelors Home Maker 52 Private $11,480 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

80 0 14 $28,100 No

Yes z_F z_High School Clerical 71 Private $7,400 z_SUV $2,319 2 $0 10 z_Highly Rural/ Rural

0

80 0

No

Yes z_F Bachelors z_Blue Collar 18 Commercial $15,750 Minivan

1 $2,928 1 Highly Urban/ Urban

0

80 0 11

No

Yes M Bachelors Professional 42 Private $19,610 Van $0 0 $0 z_Highly Rural/ Rural

0 12/7/39 80 0 10

No $0 z_No z_F PhD Home Maker 29 Private

Pickup $0 0 $0 20 z_Highly Rural/ Rural

0

80 0 14

No

Yes z_F Bachelors Professional 44 Private $16,360 Sports Car $0 0 $0 13 z_Highly Rural/ Rural

0

80 0 11

No

Yes M Masters 35 Commercial $31,540 Panel Truck $0 0 $0 Highly Urban/ Urban

0

80 3 18

No

Yes M Bachelors z_Blue Collar 34 Commercial $14,350 Minivan $0 0 $0 12 z_Highly Rural/ Rural

2

80 2 15

No

Yes M Masters Manager 41 Commercial $26,910 Panel Truck $0 0 $4,276 16 Highly Urban/ Urban

0

80 0 11

No

Yes M z_High School z_Blue Collar 23 Commercial $21,070 Van $0 0 $4,666 8 Highly Urban/ Urban

0

80 0 0 $0 No

Yes z_F Bachelors Home Maker 45 Private

Sports Car

1 $0 12 Highly Urban/ Urban

2

80 2 9

No

Yes z_F Bachelors Home Maker 63 Private $10,800 Minivan $937 4 $0 8 Highly Urban/ Urban

2 11/11/39 80 2 9 $8,287 No $160,005 Yes z_F Bachelors Home Maker 63 Private

Minivan $6,315 3 $0 8 Highly Urban/ Urban

0

80 0 15

No Yes M PhD Doctor 6 Private $20,570 Minivan

2 $0 13 Highly Urban/ Urban

0

80 0 12

No

z_No z_F Bachelors Professional 43 Private $17,980 Minivan $0 0 $6,004 16 Highly Urban/ Urban

0

80 0 10

No

z_No z_F PhD Doctor 37 Private $26,440 z_SUV $0 0 $0 11 Highly Urban/ Urban

0 11/3/39 80 0 10 $105,600 No z_No z_F PhD Doctor 37 Private $10,420 z_SUV

2 $0 Highly Urban/ Urban

0

80 0 12

No $0 z_No M PhD Lawyer 38 Private $12,840 Minivan $8,294 4 $0 15 Highly Urban/ Urban

0

80 0 15

No

Yes M Masters 15 Commercial $24,590 Panel Truck $5,292 2 $0 14 Highly Urban/ Urban

0

80 3 17

No $0 Yes z_F Bachelors Student 31 Commercial $8,540 z_SUV $0 0 $4,566 7 z_Highly Rural/ Rural

0

80 0 15

No

z_No M PhD Doctor 24 Private $12,710 Minivan $0 0 $0 19 Highly Urban/ Urban

0

80 0 15

No

Yes M PhD Doctor 34 Private $7,900 Sports Car

3 $0 14 Highly Urban/ Urban

1 10/9/39 80 1

Yes $0 z_No M $3,749

5 Highly Urban/ Urban

0

80 0

No

Yes z_F Bachelors Manager 33 Private $7,500 z_SUV

1

13 Highly Urban/ Urban

0

80 0 15 $1,007 No $0 Yes z_F Bachelors Student 24 Private $10,800 z_SUV

1 $4,390 4 Highly Urban/ Urban

0

80 0 0 $0 No Yes z_F z_High School Home Maker 32 Private $7,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

80 0 11

No

z_No M PhD 31 Commercial

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

0

80 0 13

No

Yes M Bachelors Professional 12 Private $17,550 Minivan $0 0 $0 11 z_Highly Rural/ Rural

0

80 2 15 $3,005 Yes

z_No z_F z_High School Home Maker 5 Private $11,640 z_SUV $0 0

1 Highly Urban/ Urban

0

80 0 13

No

Yes M z_High School Clerical 5 Private $23,600 Minivan $0 0 $0 14 Highly Urban/ Urban

0

80 0 13

No

z_No M Masters Manager 53 Commercial $27,620 Panel Truck $5,639 1 $0 14 Highly Urban/ Urban

0

80 0 16

No

Yes z_F z_High School Home Maker 34 Private $14,560 z_SUV

1

9 Highly Urban/ Urban

0

80 0 10

No

z_No z_F z_High School Clerical 24 Private $9,190 z_SUV $0 0 $2,386 Highly Urban/ Urban

0

80 0 11

No

Yes M z_High School z_Blue Collar 28 Commercial

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

0

80 0 15

No

Yes z_F Bachelors Professional 35 Private $23,800 Pickup $0 0 $0 8 Highly Urban/ Urban

1

80 2 15

Yes $0 z_No M Masters Manager 5 Private $12,500 Minivan $2,102 1 $0 16 Highly Urban/ Urban

0

80 0 13 $8,250 No $113,386 Yes M z_High School Student 14 Commercial $8,330 Minivan $3,730 1 $6,057 1 Highly Urban/ Urban

0

80 0 16

No

Yes M

0

80 0

No

z_No M z_High School Professional 31 Private $23,360 Minivan $0 0 $5,069 Highly Urban/ Urban

0

80 2 16

Yes $0 z_No M Bachelors z_Blue Collar 14 Commercial $27,780 Minivan $0 0 $0 1 Highly Urban/ Urban

0

80 0 14

No $0 z_No M PhD Doctor 5 Private $16,000 Minivan

1 $0 Highly Urban/ Urban

0

81 0 15 No

Yes z_F Bachelors Manager 39 Private $16,780 Sports Car $4,500 2 $0 13 Highly Urban/ Urban

0

81 0 13 No $0 z_No M PhD 25 Commercial $7,500 Pickup

1 $5,219 10 Highly Urban/ Urban

2

81 3 13

No

Yes z_F $3,330

z_SUV

2 $0 z_Highly Rural/ Rural

0

81 0 13

No $0 z_No M Bachelors Professional 17 Private $12,520 z_SUV

2 $0 13 Highly Urban/ Urban

1

81 1 7

Yes $0 z_No z_F PhD 9 Commercial $27,420 Van $0 0 $5,342 11 Highly Urban/ Urban

0 7/18/39 81 0 13

No $0 z_No M Masters Professional 21 Commercial $34,800 Panel Truck

2

11 Highly Urban/ Urban

0

81 0 14

No

Yes z_F Masters Professional 46 Commercial $12,650 Pickup $0 0 $0 17 z_Highly Rural/ Rural

0

81 0 14

No Yes M Masters Professional 28 Commercial $21,360 Van $0 0

10 Highly Urban/ Urban

0 6/23/39 81 0 14 No Yes M Masters Professional 35 Private $20,470 Van $0 0 $0 10 Highly Urban/ Urban

0

81 0 5

No

Yes z_F Masters Lawyer 20 Private $22,300 z_SUV $0 0 $0 20 Highly Urban/ Urban

0 6/22/39 81 1 13

Yes $0 z_No M Bachelors Professional 50 Private $21,970 Van

1 $3,365 Highly Urban/ Urban

0 6/22/39 81 0 14

No Yes z_F PhD Doctor 9 Private $24,050 Minivan $0 0 $0 13 Highly Urban/ Urban

0

81 3 17

No Yes M Masters Professional 54 Commercial $20,580 Van $2,601 1

13 Highly Urban/ Urban

1

81 1 14

No

Yes M z_High School z_Blue Collar 33 Commercial $10,980 Pickup $0 0 $0 1 z_Highly Rural/ Rural

0 6/15/39 81 0 8

No

Yes z_F Bachelors Manager 5 Private $12,530 Minivan

1 $0 12 Highly Urban/ Urban

0

81 2 $0 No

Yes z_F z_High School Home Maker 47 Private $7,500 z_SUV $0 0

1 Highly Urban/ Urban

0

81 0 13 No

Yes M $990

1 $0 1 z_Highly Rural/ Rural

0

81 0 13

No

Yes z_F z_High School Professional 36 Private $16,450 z_SUV $1,064 2

3 Highly Urban/ Urban

0

81 0 17

No

Yes z_F z_High School z_Blue Collar 47 Commercial $5,340 z_SUV $7,108 2

1 Highly Urban/ Urban

0

81 2 19

No

Yes M $2,132

1 Highly Urban/ Urban

0

81 0 15

No

Yes M

0

81 0 11

No

z_No z_F PhD Lawyer 40 Private

Sports Car $3,868 1 $0 17 Highly Urban/ Urban

0

81 0 12

No

Yes z_F Masters Lawyer 64 Private $15,270 z_SUV $7,705 1

18 Highly Urban/ Urban

0

81 0 12 $19,796 No $153,061 z_No z_F Bachelors Clerical 19 Private

Pickup

2 $0 1 Highly Urban/ Urban

0 5/3/39 81 0 12 $19,796 No $153,061 z_No z_F Bachelors Clerical 33 Private $21,690 Sports Car $2,800 2 $0 1 Highly Urban/ Urban

1

81 2 17

Yes

z_No M Masters 5 Commercial $28,140 Panel Truck $0 0

12 Highly Urban/ Urban

0

81 0 12

No $0 z_No M z_High School Manager 36 Commercial

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

0 4/20/39 81 0 13

No

Yes M Masters Lawyer 52 Private $9,780 Minivan

3

17 Highly Urban/ Urban

0

81 0 11

No

Yes z_F

0 4/19/39 81 0 15

No

Yes M PhD Lawyer 12 Private $13,820 Minivan $7,575 2 $0 16 Highly Urban/ Urban

0 4/19/39 81 0 11 $4,103 No $103,570 Yes z_F

0

81 0 0 $0 No

Yes z_F PhD Home Maker 24 Private $7,500 z_SUV $0 0 $0 12 z_Highly Rural/ Rural

0

81 0 9 $38,504 No $0 z_No z_F Bachelors Professional 49 Private $8,690 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

81 0 12

No

z_No z_F Masters Lawyer 50 Private $10,450 z_SUV

2 $0 19 Highly Urban/ Urban

0

81 4 16

No

Yes M

0

81 0 13

No

Yes z_F Masters Lawyer 6 Private $17,100 z_SUV $0 0 $1,200 Highly Urban/ Urban

0

81 0 11

No $0 z_No M PhD Professional 14 Private $14,230 Minivan

2 $0 18 Highly Urban/ Urban

0

81 3 18

No

Yes z_F Masters Lawyer 40 Private $20,350 z_SUV $0 0

15 Highly Urban/ Urban

0

81 0 13

No $0 z_No M PhD Doctor 33 Private $14,330 Minivan $3,977 3

13 Highly Urban/ Urban

0

81 1 15

No

Yes M Masters Lawyer 22 Private $14,570 Minivan $0 0 $0 13 Highly Urban/ Urban

0

81 0 $0 No $0 z_No z_F Masters Home Maker 46 Private $8,960 z_SUV $0 0

10 Highly Urban/ Urban

0

81 0 9

No $0 z_No M PhD 21 Commercial $7,500 Pickup $7,278 2 $0 15 Highly Urban/ Urban

0

81 0 9

No

Yes z_F z_High School Professional 19 Commercial $34,480 Pickup $0 0 $0 1 Highly Urban/ Urban

0

81 0 13

No $0 z_No M PhD 51 Commercial $28,560 Panel Truck $0 0 $0 13 Highly Urban/ Urban

0 2/11/39 81 0 13

No

Yes M Bachelors Professional 35 Private $18,560 Minivan $0 0 $7,369 10 z_Highly Rural/ Rural

0

81 0 5

No

z_No z_F z_High School Clerical 30 Private $11,240 Sports Car $0 0

1 z_Highly Rural/ Rural

0 2/7/39 81 0 15

No

Yes z_F Bachelors Professional 9 Private $11,510 z_SUV

2 $0 10 Highly Urban/ Urban

0 2/2/39 81 0 13

No

Yes M Masters Lawyer 45 Private $15,720 Minivan $0 0 $4,531 13 Highly Urban/ Urban

0 2/2/39 81 3 14

No

Yes z_F Bachelors Manager 10 Commercial $22,140 Pickup $0 0 $0 6 Highly Urban/ Urban

0 1/28/39 81 0 15

No

Yes z_F z_High School Manager 21 Commercial $17,140 Pickup $8,410 1 $0 8 Highly Urban/ Urban

1

81 2 15

No

Yes z_F PhD Doctor 46 Private $10,560 Sports Car $0 0 $2,907 13 Highly Urban/ Urban

0

81 0 11 No

z_No M Masters 44 Commercial $22,780 Panel Truck $8,400 1 $5,190 22 Highly Urban/ Urban

0 1/21/39 81 0 12

No $0 z_No z_F Masters Lawyer 37 Private $11,600 z_SUV $977 1 $0 18 Highly Urban/ Urban

0

81 0 14

No

Yes z_F PhD Doctor 34 Private $22,300 Sports Car

2 $0 13 Highly Urban/ Urban

0

81 0 9

No

z_No M Bachelors Manager 34 Private $1,500 Minivan

2 $0 11 Highly Urban/ Urban

0 1/9/39 81 0 12

No

Yes z_F Masters Lawyer 31 Private $16,690 Minivan $0 0

Highly Urban/ Urban

0

81 0 14

No $0 z_No M Bachelors Manager 5 Private $8,040 Minivan $0 0 $0 4 Highly Urban/ Urban

0 1/6/39 81 0 13

No

Yes z_F Masters Lawyer 70 Private $19,620 z_SUV $0 0

15 Highly Urban/ Urban

0

81 0 12

No

z_No z_F PhD 41 Commercial

Panel Truck $0 0 $4,104 14 Highly Urban/ Urban

0

81 3 17

No

Yes M z_High School Student 5 Commercial $27,260 Minivan $0 0 $0 7 Highly Urban/ Urban

0

81 0 15 $8,585 No

Yes z_F Bachelors Professional 52 Commercial $24,900 Pickup $2,033 4 $1,511 11 Highly Urban/ Urban

0 12/22/38 81 0 15

No

Yes M Masters 13 Commercial $27,240 Panel Truck

2 $0 1 Highly Urban/ Urban

0

81 0 13

No

Yes M Masters 5 Commercial $11,380 Pickup $4,470 3 $0 15 Highly Urban/ Urban

0

81 0 13

No

z_No M PhD Doctor 14 Private $18,420 Van $0 0 $0 20 Highly Urban/ Urban

0

81 0 12

No

Yes z_F z_High School z_Blue Collar 16 Commercial $11,290 Sports Car $0 0 $5,247 1 Highly Urban/ Urban

0 12/14/38 81 0 12 $37,940 No $182,739 Yes z_F z_High School z_Blue Collar 16 Commercial $21,280 Minivan $0 0 $0 1 Highly Urban/ Urban

1

81 2 12

Yes

z_No M z_High School Professional 35 Private $20,040 Minivan

3 $3,292 8 Highly Urban/ Urban

0

81 0 0 $0 No

Yes z_F $8,739

1 $3,736 1 Highly Urban/ Urban

2

81 2 $21,920 No

Yes z_F z_High School Clerical 50 Private $11,810 z_SUV

3 $0 8 Highly Urban/ Urban

1

81 2 12 Yes $0 z_No z_F Masters Lawyer 35 Private $24,640 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

81 0 14

No Yes M Bachelors z_Blue Collar 58 Commercial $13,910 Minivan

3 $0 Highly Urban/ Urban

0

81 0 0 $0 No $0 z_No z_F

0

81 0 13

No

Yes M z_High School z_Blue Collar 48 Commercial $24,340 Panel Truck $0 0 $0 1 Highly Urban/ Urban

0

81 0 16

No

Yes z_F z_High School Clerical 26 Commercial $19,030 Sports Car

2

7 Highly Urban/ Urban

0

81 2 16

Yes $0 z_No z_F Masters Lawyer 50 Private

Sports Car $7,204 2 $0 18 Highly Urban/ Urban

0

81 0 7

No

Yes M $14,597

1 $0 1 z_Highly Rural/ Rural

0

81 0 10

No

z_No z_F PhD Home Maker 31 Private $8,590 Sports Car $3,175 2

10 Highly Urban/ Urban

0

81 0 10

No

Yes z_F

0

81 0 9 $28,390 No

Yes M z_High School z_Blue Collar 43 Commercial $14,350 z_SUV $0 0

11 Highly Urban/ Urban

0

81 0 6

No

z_No z_F Masters Lawyer 19 Private $23,880 z_SUV

3 $0 16 Highly Urban/ Urban

0

81 0 0 $0 No

Yes z_F Bachelors Home Maker 54 Private $15,490 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

81 0 14

No

Yes z_F Masters Lawyer 63 Private $14,340 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0 10/10/38 81 0 12

No

Yes M z_High School Manager 53 Private $20,040 Minivan $0 0 $0 8 Highly Urban/ Urban

0 10/10/38 81 0 $121,688 No $378,194 Yes z_F Masters Lawyer 63 Private $19,770 Sports Car $0 0 $0 7 z_Highly Rural/ Rural

0

81 0 14

No

Yes z_F Masters Lawyer 70 Private $15,570 z_SUV $3,636 3 $3,242 1 Highly Urban/ Urban

0

81 0 17

No

Yes M Bachelors z_Blue Collar 16 Commercial $11,060 z_SUV

3

6 Highly Urban/ Urban

2 10/3/38 81 4 19

No

Yes z_F PhD Manager 24 Private $42,680 z_SUV $4,640 1 $0 19 Highly Urban/ Urban

0

81 1 11

No

Yes z_F Masters Lawyer 41 Private $14,260 Sports Car $5,827 1 $0 19 Highly Urban/ Urban

0

81 0 11

No

z_No z_F Masters Manager 32 Private $16,370 Sports Car $0 0

15 Highly Urban/ Urban

0

81 0 15

No

Yes M Masters Lawyer 43 Private $19,870 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

81 0 12

No $0 z_No M Masters Lawyer 11 Private

Van

2 $0 15 Highly Urban/ Urban

0

81 0 13

No

Yes M Masters Manager 5 Private $13,400 Minivan

2 $0 12 Highly Urban/ Urban

2

81 3 14

Yes $0 z_No M PhD Doctor 34 Private $37,510 z_SUV $0 0 $8,420 12 Highly Urban/ Urban

0

81 0 14 $24,546 No $0 z_No z_F z_High School Professional 39 Private $11,100 z_SUV $5,890 2 $1,493 8 Highly Urban/ Urban

1

81 2 17

No

Yes z_F Masters Manager 35 Private $20,870 Sports Car $0 0 $0 21 Highly Urban/ Urban

0

81 0

No

z_No M Bachelors Professional 30 Private $12,300 z_SUV

1 $0 1 Highly Urban/ Urban

0 9/3/38 81 0 0 $0 No $0 z_No M z_High School Student 29 Private $20,480 z_SUV $0 0 $0 9 z_Highly Rural/ Rural

0

81 0 11 $67,813 No

Yes z_F Bachelors Professional 51 Private $21,190 Sports Car $0 0 $0 6 z_Highly Rural/ Rural

0

81 0 0 $0 No

z_No z_F $6,414

2

7 Highly Urban/ Urban

0

81 0 14

No

Yes M Masters Lawyer 66 Private $12,850 Pickup $0 0 $0 11 z_Highly Rural/ Rural

2

81 2 16

Yes $0 z_No z_F PhD Home Maker 45 Private $8,470 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

81 0 13

No

Yes z_F PhD Doctor 37 Private

z_SUV $0 0 $0 14 Highly Urban/ Urban

0

82 0 17

No $0 z_No z_F PhD Doctor 26 Private

Sports Car $0 0 $0 12 Highly Urban/ Urban

0

82 0 13

No

Yes M z_High School z_Blue Collar 35 Commercial $11,810 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

82 0 14

No

Yes M Masters Lawyer 57 Private $28,170 Sports Car $0 0 $5,372 18 Highly Urban/ Urban

0

82 0

No $0 z_No M Masters Lawyer 70 Private $17,590 Van $7,076 3

15 Highly Urban/ Urban

0

82 0 13 $28,350 No

Yes z_F Bachelors Professional 23 Private $21,180 Sports Car $9,637 2 $2,118 18 Highly Urban/ Urban

0

82 0 13 $57,095 No $0 z_No M $1,904

3 $5,603 6 Highly Urban/ Urban

0

82 0 15

No

Yes M $2,414

1 $4,578 1 Highly Urban/ Urban

0

82 0 15

No

Yes M Bachelors z_Blue Collar 37 Commercial $11,250 z_SUV

2 $6,284 6 Highly Urban/ Urban

0

82 0 11

No $0 z_No M z_High School z_Blue Collar 31 Commercial $10,000 Sports Car $0 0 $0 7 Highly Urban/ Urban

0

82 0 10

No

z_No M Bachelors Manager 12 Private $10,960 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

82 0 14

No

Yes z_F Masters Lawyer 28 Private $14,440 Sports Car

1 $0 20 Highly Urban/ Urban

0

82 2 16

Yes

z_No z_F Masters Lawyer 44 Private $19,560 Sports Car $44,029 4 $344 18 Highly Urban/ Urban

0

82 3 11

No

Yes z_F Masters Professional 50 Commercial $10,390 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

82 0 14

No

z_No z_F Masters Lawyer 45 Private $13,870 Sports Car

1

12 Highly Urban/ Urban

0

82 0 13

No

Yes z_F z_High School z_Blue Collar 56 Commercial $14,460 Sports Car $0 0 $0 3 z_Highly Rural/ Rural

0

82 0 14

No

z_No M z_High School z_Blue Collar 57 Commercial $15,410 z_SUV $3,380 3 $0 1 Highly Urban/ Urban

0

82 0 10

No $0 z_No M PhD 40 Commercial $26,550 Panel Truck $4,843 3

11 Highly Urban/ Urban

0 4/29/38 82 0 12

No

z_No M PhD Doctor 45 Private $7,600 z_SUV $0 0

19 Highly Urban/ Urban

0 4/29/38 82 0 12 $179,536 No $481,375 z_No M PhD Doctor 45 Private $25,550 Minivan $0 0 $0 19 Highly Urban/ Urban

0

82 0 11

No $0 z_No z_F

0

82 0 14 $59,690 No

Yes z_F PhD Lawyer 44 Private $13,570 Sports Car $0 0 $4,037 14 Highly Urban/ Urban

0

82 0 10

No

Yes M Bachelors z_Blue Collar 24 Private $12,220 Sports Car

3

Highly Urban/ Urban

0

82 0

No

Yes z_F Masters Lawyer 5 Private $21,160 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

82 0 5

No

z_No z_F Bachelors Manager 23 Private $17,820 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

82 2 18

No

Yes M Masters Lawyer 35 Private $11,040 z_SUV $1,465 2 $0 9 Highly Urban/ Urban

0

82 0 14

No

Yes M z_High School z_Blue Collar 42 Commercial $27,990 Minivan $0 0 $0 9 z_Highly Rural/ Rural

2

82 2 14

No

Yes M z_High School Clerical 28 Private $8,380 z_SUV $1,139 3 $5,386 1 Highly Urban/ Urban

0

82 0 15

No

Yes z_F Masters Lawyer 16 Private $26,780 z_SUV

5 $0 Highly Urban/ Urban

0

82 0 14

No $0 z_No z_F Masters Lawyer 39 Private $17,740 Sports Car

3 $4,435 1 Highly Urban/ Urban

0 2/17/38 82 0 11

No $0 z_No M PhD Manager 20 Private $21,670 Van $0 0 $0 19 Highly Urban/ Urban

0 2/7/38 82 0 11

No

Yes z_F Bachelors Professional 53 Private $12,850 Minivan $0 0 $0 11 Highly Urban/ Urban

0

82 0 15

No

Yes M Masters Lawyer 19 Private $13,660 z_SUV $0 0 $0 19 Highly Urban/ Urban

0 1/24/38 82 0 3 $23,111 No

z_No z_F z_High School Clerical 40 Private $11,380 Sports Car $0 0 $2,856 1 Highly Urban/ Urban

0 1/24/38 82 0 9

No

Yes M Bachelors Professional 18 Private $9,470 z_SUV

2 $4,447 11 Highly Urban/ Urban

2

82 2 13

No

Yes z_F z_High School z_Blue Collar 49 Commercial $12,470 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 1/16/38 82 0 11

No

Yes M PhD Manager 6 Private $16,900 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

82 0 11 $61,472 No

Yes z_F Masters Lawyer 46 Private $17,410 Sports Car $0 0 $0 8 Highly Urban/ Urban

0

82 0 14

No $0 z_No z_F PhD Doctor 17 Private $8,030 Sports Car $0 0 $0 18 z_Highly Rural/ Rural

0

82 0 15

No

Yes M Bachelors Professional 19 Commercial

Van $0 0 $0 17 Highly Urban/ Urban

0

82 0

No

z_No z_F PhD Doctor 10 Private $19,040 Sports Car $0 0 $0 16 Highly Urban/ Urban

0

82 0 10

No $0 z_No M Masters Manager 36 Private $25,320 Pickup $0 0 $0 16 Highly Urban/ Urban

0

82 1 8

Yes $0 z_No z_F z_High School Student 39 Commercial $25,620 Pickup $5,400 4 $0 6 z_Highly Rural/ Rural

0

82 0 16

No

Yes M Masters Lawyer 41 Private $11,810 z_SUV $0 0 $3,288 15 Highly Urban/ Urban

0

82 0 18

No

Yes z_F Masters Professional 39 Private $16,860 Sports Car

3 $0 16 Highly Urban/ Urban

0

82 0 15 $39,953 No

Yes M PhD Doctor 5 Private $14,740 z_SUV

2 $0 1 Highly Urban/ Urban

0

82 0 14

No

Yes M Masters Lawyer 5 Private $22,220 z_SUV $0 0 $0 20 Highly Urban/ Urban

0

82 0

No

z_No M z_High School z_Blue Collar 44 Commercial $16,020 Minivan

2

9 z_Highly Rural/ Rural

0

82 0 $0 No $0 Yes z_F

0 10/24/37 82 0 $0 No $0 Yes z_F $28,120

Sports Car

2 $0 6 z_Highly Rural/ Rural

0

82 0 15

No z_No M Masters 43 Commercial

Panel Truck $0 0 $0 21 Highly Urban/ Urban

0 10/16/37 82 0 14

No

Yes M Bachelors Professional 64 Commercial $19,540 Pickup $0 0 $0 z_Highly Rural/ Rural

0

82 0 12

No $0 z_No M z_High School z_Blue Collar 69 Commercial $11,100 Sports Car

3

1 Highly Urban/ Urban

0 10/15/37 82 0 12 $34,033 No $0 z_No M z_High School z_Blue Collar 43 Commercial $19,010 Van $0 0

1 Highly Urban/ Urban

0

82 0

No Yes z_F Masters Professional 60 Private $17,790 Sports Car $3,902 2 $6,079 15 Highly Urban/ Urban

2

82 4 19

No

Yes z_F PhD Manager 20 Private $26,310 z_SUV $0 0

17 Highly Urban/ Urban

0

82 0 14

No

Yes z_F Bachelors Professional 32 Private $18,300 Sports Car $8,363 1

1 Highly Urban/ Urban

0

82 0 7

No

z_No M Bachelors Manager 58 Private $18,060 Minivan $0 0 $0 8 Highly Urban/ Urban

0

82 0 15

No

Yes z_F z_High School Clerical 57 Private $9,170 Sports Car

2

7 Highly Urban/ Urban

0

82 0 9

No

Yes M Bachelors Manager 26 Private

Minivan $0 0 $0 5 Highly Urban/ Urban

0

82 0 12

No

Yes M z_High School Professional 24 Private $19,120 Sports Car $2,136 3 $2,573 1 Highly Urban/ Urban

3

82 3 16

No $136,008 Yes M $8,002

3 $16,840 1 Highly Urban/ Urban

0

82 0 12

No

Yes z_F Bachelors z_Blue Collar 26 Commercial $23,470 Sports Car

3 $6,880 15 Highly Urban/ Urban

0 8/20/37 82 0 12 $33,713 No $171,810 Yes z_F Bachelors z_Blue Collar 26 Commercial $7,700 Sports Car

3 $0 15 Highly Urban/ Urban

0

82 0 15

No

Yes M Masters Lawyer 25 Private $8,230 Sports Car

3 $0 10 Highly Urban/ Urban

0

82 0 0 $0 No

Yes z_F z_High School Home Maker 37 Private $12,760 Sports Car $0 0 $1,414 1 Highly Urban/ Urban

0

82 0 15

No $0 z_No z_F Bachelors Professional 60 Private $5,200 Sports Car $0 0 $0 Highly Urban/ Urban

0

82 1 0 $0 No

Yes z_F z_High School Home Maker 39 Private $11,060 Sports Car $0 0 $6,767 1 Highly Urban/ Urban

0

83 0 13 No

Yes M $3,298

1 Highly Urban/ Urban

1

83 1 2

No

Yes z_F Masters Lawyer 16 Private $15,770 Sports Car

1 $0 14 Highly Urban/ Urban

0

83 0 13

No

Yes z_F z_High School Home Maker 39 Private $23,740 Sports Car $0 0 $0 11 z_Highly Rural/ Rural

0

83 0 14

No

Yes z_F Masters Manager 48 Private $15,240 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

83 0 10

No z_No M

0

83 2 13

Yes $0 z_No M z_High School Clerical 35 Private $10,240 z_SUV

2 $0 1 Highly Urban/ Urban

0 6/26/37 83 0 17

No

Yes z_F PhD Doctor 30 Private $14,450 Sports Car $0 0 $0 9 Highly Urban/ Urban

1

83 1 15 $60,216 No

Yes z_F z_High School z_Blue Collar 49 Commercial $20,490 z_SUV $0 0 $0 7 z_Highly Rural/ Rural

3

83 3 19

Yes $0 z_No z_F Masters Lawyer 19 Private $26,420 Sports Car $9,810 4

18 Highly Urban/ Urban

0

83 0 14 No

Yes M

0 6/9/37 83 0 14

No

Yes z_F Masters Lawyer 8 Private $7,790 Sports Car

4 $0 13 Highly Urban/ Urban

0

83 0 12

No $0 z_No M Bachelors Student 47 Private $8,870 z_SUV $0 0 $0 3 z_Highly Rural/ Rural

2

83 3 12

Yes

z_No M $2,492

4 Highly Urban/ Urban

0

83 0 12

No

Yes z_F PhD Lawyer 43 Private

Sports Car $5,837 3 $0 19 Highly Urban/ Urban

0

83 0 14

No

Yes z_F PhD Doctor 17 Private $22,180 Sports Car $0 0 $4,600 15 Highly Urban/ Urban

0

83 0 14

No

Yes M Masters Lawyer 29 Private $7,700 Pickup $0 0 $0 18 Highly Urban/ Urban

3

83 4 16

No Yes z_F Bachelors Professional 75 Private $13,070 Sports Car

1 $5,064 1 z_Highly Rural/ Rural

2

83 3 18

No

Yes z_F z_High School z_Blue Collar 5 Private $18,780 Sports Car $23,486 2

1 Highly Urban/ Urban

0

83 0 9

No

Yes M Masters 20 Commercial

Pickup $0 0 $0 20 Highly Urban/ Urban

0

83 0 7

No $0 z_No M Masters Lawyer 43 Private $19,520 z_SUV

2 $0 16 Highly Urban/ Urban

0

83 0 13 $69,874 No $0 z_No M Masters Manager 32 Commercial $26,910 Pickup $6,494 1 $0 18 Highly Urban/ Urban

0

83 0 15

No

Yes z_F Masters Lawyer 5 Private $20,160 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

83 0 15

No $0 z_No M z_High School z_Blue Collar 36 Commercial

Minivan

2 $0 1 Highly Urban/ Urban

0

83 0 14

No

Yes z_F PhD Doctor 15 Private $28,360 Sports Car $0 0 $0 Highly Urban/ Urban

0

83 0 13

No

Yes M z_High School Clerical 13 Private $12,930 Sports Car $0 0 $0 4 Highly Urban/ Urban

2

83 3 17

No

Yes z_F Masters Manager 35 Private

z_SUV $5,542 3 $0 13 Highly Urban/ Urban

0 2/14/37 83 0 14

No

Yes M Masters 64 Commercial $19,690 Pickup $0 0 $0 17 Highly Urban/ Urban

0

83 0 14

No

Yes M Bachelors z_Blue Collar 32 Commercial $1,500 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

83 0 15

No

Yes z_F z_High School Manager 44 Private $18,950 Sports Car

2 $0 9 Highly Urban/ Urban

0 1/28/37 83 0 15 $35,296 No $189,767 Yes z_F z_High School Manager 21 Private $18,260 Sports Car

2 $0 9 Highly Urban/ Urban

1

83 3 16

No

Yes M Bachelors z_Blue Collar 43 Commercial $15,400 Minivan

3 $0 14 Highly Urban/ Urban

1

83 2 15

No

Yes z_F PhD 49 Commercial $16,620 Pickup $0 0 $0 12 Highly Urban/ Urban

0

83 0 11 $34,580 No

Yes z_F Masters Lawyer 12 Private $20,880 Minivan $6,200 1 $0 12 z_Highly Rural/ Rural

0 1/8/37 83 0 13

No

Yes M Bachelors Professional 26 Private $15,190 z_SUV $3,107 3 $0 17 Highly Urban/ Urban

0 1/8/37 83 0 13 $29,453 No $135,076 Yes M Bachelors Professional 26 Private $17,090 z_SUV $0 0 $0 17 Highly Urban/ Urban

1

83 1 11 $66,784 No

Yes M Bachelors Manager 49 Private

z_SUV $0 0 $0 1 Highly Urban/ Urban

0

83 0 8

No $0 z_No M PhD Doctor 5 Private $16,410 z_SUV

1 $0 Highly Urban/ Urban

0

83 0 12 $22,181 No

z_No z_F z_High School Clerical 24 Private $17,880 Sports Car

3 $3,705 1 Highly Urban/ Urban

0

83 1 15

No

Yes M Bachelors Professional 45 Private $12,620 z_SUV

2

1 Highly Urban/ Urban

0

83 0 6

No $0 z_No z_F PhD Lawyer 54 Private $18,470 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

83 0 14

No

Yes M PhD Doctor 5 Private $7,700 Minivan $0 0 $0 19 Highly Urban/ Urban

1

83 1 15

No

Yes z_F Masters Lawyer 54 Private $19,670 z_SUV

2 $0 12 Highly Urban/ Urban

0

83 0 15

No

Yes z_F PhD Doctor 10 Private $16,270 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

83 0 15

No

Yes z_F Bachelors Manager 19 Private $14,360 z_SUV

1 $5,952 11 Highly Urban/ Urban

0 10/31/36 83 0 15 $26,921 No $140,455 Yes z_F Bachelors Manager 19 Private $13,660 Sports Car $8,255 2 $0 11 Highly Urban/ Urban

0 10/31/36 83 0

No $0 z_No z_F Masters Lawyer 39 Private $14,190 Sports Car

1 $0 21 Highly Urban/ Urban

0

83 0 10

No $0 z_No z_F Bachelors Professional 43 Private $24,210 z_SUV $3,165 1 $0 8 Highly Urban/ Urban

0

83 0 11

No z_No z_F Bachelors z_Blue Collar 29 Commercial $24,660 Sports Car $43,501 1 $2,797 Highly Urban/ Urban

0

83 0 0 $0 No

Yes z_F PhD Home Maker 36 Private $14,590 z_SUV $7,540 3 $6,005 19 Highly Urban/ Urban

0

83 0 15

No

Yes z_F z_High School Manager 30 Private $23,750 Sports Car $0 0 $0 Highly Urban/ Urban

0

83 0 10 $4,597 No

Yes z_F $2,841

2 $0 6 Highly Urban/ Urban

0

83 0 9

No $0 z_No z_F PhD Doctor 11 Private $27,600 z_SUV $0 0 $0 18 Highly Urban/ Urban

0

83 0 15

No

Yes z_F z_High School Clerical 39 Private

Minivan $0 0 $0 10 Highly Urban/ Urban

0

83 0 9

No

Yes M Masters Lawyer 48 Private $26,620 Minivan $0 0 $0 13 Highly Urban/ Urban

0

83 0 13

No

Yes M z_High School Professional 42 Private $10,930 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0 8/15/36 83 0 13 $31,269 No $201,461 Yes M z_High School Professional 42 Private

Minivan $0 0 $0 1 z_Highly Rural/ Rural

0

83 0 15

No

Yes M Masters Lawyer 30 Private $30,480 z_SUV $0 0 $0 5 Highly Urban/ Urban

0 8/14/36 83 0 15 $47,276 No $203,372 Yes M Masters Lawyer 66 Private $20,370 Minivan

3 $0 5 Highly Urban/ Urban

0

83 0 13

No $0 z_No z_F Masters Lawyer 37 Private $15,280 z_SUV $2,487 1

19 Highly Urban/ Urban

1

84 1 14

No $209,787 Yes z_F Bachelors Professional 39 Private $14,730 z_SUV $0 0 $0 11 z_Highly Rural/ Rural

0

84 0 17

No

Yes z_F Bachelors Professional 13 Private $20,960 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

1

84 1 2

No

Yes z_F Masters Lawyer 28 Private $15,700 z_SUV $0 0

19 Highly Urban/ Urban

1

84 2 17

No

Yes M Masters Professional 31 Private $22,480 Minivan

2 $0 15 Highly Urban/ Urban

0

84 0 0 $0 No

Yes z_F PhD Home Maker 33 Private $10,440 Sports Car

2 $0 15 Highly Urban/ Urban

0 7/15/36 84 0 0 $0 No $111,129 Yes z_F PhD Home Maker 33 Private $7,800 Sports Car

2 $3,604 15 Highly Urban/ Urban

0 7/15/36 84 0 0 $0 No $111,129 Yes z_F PhD Home Maker 33 Private $24,020 z_SUV $0 0 $5,063 15 Highly Urban/ Urban

0

84 0 15

No

Yes M z_High School Manager 47 Private $20,960 z_SUV $0 0 $0 8 Highly Urban/ Urban

0

84 0 $49,485 No

Yes z_F Bachelors Professional 36 Private $6,270 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

84 0 12

No

Yes M Bachelors Manager 36 Private $13,670 z_SUV $2,085 3 $0 1 Highly Urban/ Urban

0

84 0 9

No

Yes M Masters Professional 37 Commercial $25,540 Pickup

2 $0 14 Highly Urban/ Urban

0 6/21/36 84 0 9 $87,516 No $289,088 Yes M Masters Professional 37 Private $13,790 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

84 0 12

No

Yes M Bachelors Professional 45 Private $14,960 Minivan

2 $0 8 Highly Urban/ Urban

0

84 0 19

No

Yes M Masters Lawyer 14 Private $20,840 z_SUV $0 0

17 Highly Urban/ Urban

0

84 0 16

No

Yes M PhD 35 Commercial

Pickup $0 0

9 Highly Urban/ Urban

0 6/5/36 84 0 16 $141,953 No $377,925 Yes M PhD 35 Commercial $29,630 Pickup

1 $0 9 Highly Urban/ Urban

0

84 1 16

No

Yes M Masters Lawyer 58 Private $24,590 Minivan $0 0 $0 15 Highly Urban/ Urban

0

84 0 13

No

Yes z_F PhD Doctor 19 Private $23,570 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

84 0 11

No

z_No z_F Bachelors z_Blue Collar 52 Private $14,900 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

84 0 No Yes z_F z_High School Home Maker 28 Private $9,210 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

84 0 14

No

Yes z_F PhD Doctor 18 Private $7,800 Sports Car

3 $0 1 Highly Urban/ Urban

0

84 0 13

No

Yes M Bachelors z_Blue Collar 28 Commercial $7,800 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

84 0 15

No

Yes z_F Masters Home Maker 43 Private $13,350 Sports Car $0 0 $0 17 z_Highly Rural/ Rural

0

84 0 16

No

Yes M Masters Manager 28 Private $8,840 Minivan $0 0 $0 22 Highly Urban/ Urban

0

84 0 12

No $0 z_No z_F z_High School Professional 17 Private $7,800 Sports Car $0 0 $4,491 1 Highly Urban/ Urban

0

84 1 12

Yes $0 z_No z_F Masters Manager 48 Private $20,490 Sports Car $0 0 $0 13 Highly Urban/ Urban

0

84 2 13

Yes $0 z_No z_F Masters Manager 30 Private $14,170 Sports Car $2,629 1

12 Highly Urban/ Urban

1

84 1 11

No

Yes M Bachelors Professional 36 Private $12,150 Sports Car $0 0

12 Highly Urban/ Urban

0 2/15/36 84 0 13

No

Yes z_F Masters Manager 12 Private $14,400 Sports Car $3,694 2 $0 12 Highly Urban/ Urban

0

84 0 7

No

Yes z_F Bachelors Manager 46 Private $13,060 Sports Car

1 $0 7 Highly Urban/ Urban

0

84 0 11

No

Yes z_F Masters Lawyer 38 Private $9,200 Sports Car $0 0 $0 3 Highly Urban/ Urban

0

84 0 14

No

Yes M PhD Doctor 36 Private $22,580 Sports Car

1 $0 15 Highly Urban/ Urban

0

84 2 10

No Yes z_F z_High School z_Blue Collar 16 Commercial $11,770 Sports Car

2 $6,228 1 Highly Urban/ Urban

1

84 1 10

No

Yes z_F Masters Manager 56 Private $11,160 Sports Car $6,499 1 $5,692 14 Highly Urban/ Urban

0

84 0 13

No

z_No z_F z_High School Clerical 49 Private $18,540 Sports Car $5,139 2 $0 1 z_Highly Rural/ Rural

0

84 0 15

No $0 z_No M z_High School z_Blue Collar 22 Commercial $16,250 z_SUV

3

9 Highly Urban/ Urban

0 12/17/35 84 0 15 $42,209 No $0 z_No M z_High School z_Blue Collar 22 Commercial $16,850 Minivan $7,199 3 $1,467 9 Highly Urban/ Urban

0

84 0 14

No

Yes M Bachelors z_Blue Collar 28 Commercial

Pickup

1 $0 8 Highly Urban/ Urban

0

84 3 13 $50,166 No

Yes M Masters Manager 42 Private $13,450 z_SUV $0 0 $0 10 Highly Urban/ Urban

0

84 0 10

No

z_No M Masters Lawyer 17 Private

Minivan $0 0 $32,038 Highly Urban/ Urban

0

84 0 17 $23,433 No

z_No M Bachelors Manager 7 Commercial $19,420 Pickup

2 $0 11 Highly Urban/ Urban

0

84 0 10

No

Yes z_F

0

84 0 13

No

Yes z_F Masters Lawyer 41 Private $7,650 Sports Car $0 0 $7,390 9 Highly Urban/ Urban

0

84 0 11

No

Yes z_F Masters Lawyer 26 Private $7,900 Sports Car $0 0 $0 9 Highly Urban/ Urban

0 9/25/35 84 0 11 $76,552 No $229,237 Yes z_F Masters Lawyer 26 Private $15,560 Sports Car $0 0 $0 9 Highly Urban/ Urban

0

84 0 14

No

Yes M Bachelors z_Blue Collar 22 Commercial $14,860 z_SUV $0 0 $4,278 9 Highly Urban/ Urban

0

84 0 7

No

z_No z_F Masters Manager 31 Private

Sports Car $4,750 2 $0 Highly Urban/ Urban

0

84 0

No

Yes M Bachelors z_Blue Collar 65 Commercial $7,900 z_SUV

2 $6,316 11 Highly Urban/ Urban

0

84 1 19

No

Yes z_F

0

84 0 8

No

Yes M Masters Lawyer 33 Private $16,940 z_SUV $0 0 $0 15 Highly Urban/ Urban

0

85 0 10 $37,380 No $0 z_No M Masters Lawyer 14 Private $11,640 z_SUV $0 0

15 Highly Urban/ Urban

0

85 0 14

No

Yes z_F Masters Lawyer 53 Private $13,810 Sports Car

1 $6,162 15 Highly Urban/ Urban

0

85 0 0 $0 No $0 z_No z_F z_High School Student 36 Private $8,750 Sports Car $0 0 $0 9 z_Highly Rural/ Rural

0

85 0 15

No

Yes z_F z_High School z_Blue Collar 54 Commercial $11,950 Sports Car

1

6 Highly Urban/ Urban

2

85 3

No

Yes z_F PhD Manager 39 Private $14,040 z_SUV

1 $0 16 Highly Urban/ Urban

1

85 2 15 $42,332 No

Yes z_F

0

85 0 5

No

z_No z_F Masters Lawyer 27 Private $12,560 Sports Car $0 0

1 Highly Urban/ Urban

0

85 0 17

No

Yes z_F PhD Manager 49 Private $16,110 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

85 0 15

No Yes z_F Masters Lawyer 35 Private $8,810 Sports Car $0 0 $0 1 Highly Urban/ Urban

0

85 0 12

No

Yes z_F Masters Lawyer 46 Private $24,780 z_SUV $0 0 $0 17 Highly Urban/ Urban

0

85 0

No

Yes M Masters Lawyer 5 Private $18,310 Pickup $0 0 $0 1 Highly Urban/ Urban

0

85 0 12

No

Yes M $4,420

3 Highly Urban/ Urban

0

85 0 13

No

Yes M PhD Doctor 32 Private $18,710 z_SUV

2 $0 17 Highly Urban/ Urban

0

85 0 10

No

Yes M Masters Lawyer 40 Private $13,130 z_SUV $0 0 $0 1 Highly Urban/ Urban

0 2/11/35 85 0

No $0 z_No z_F PhD Manager 30 Private

Pickup $3,475 1 $0 10 Highly Urban/ Urban

0

85 0 0 $0 No $0 Yes M z_High School Student 60 Private $7,900 Sports Car

2 $12,301 8 Highly Urban/ Urban

0

85 0 15 $18,690 No $0 z_No M Bachelors Manager 31 Private $28,640 Minivan $0 0 $0 7 Highly Urban/ Urban

0 1/9/35 85 0 9

No Yes M z_High School z_Blue Collar 11 Commercial $28,710 Pickup $0 0 $17,290 3 Highly Urban/ Urban

0 1/6/35 85 0 15

No

Yes M $3,994

2

1 Highly Urban/ Urban

0

85 1 15

No

Yes M Bachelors z_Blue Collar 5 Private $11,210 Sports Car

4 $8,550 8 Highly Urban/ Urban

0

85 0 10

No

z_No M z_High School z_Blue Collar 34 Private $17,670 Minivan $0 0 $0 9 z_Highly Rural/ Rural

0

85 0 15

No

Yes M Masters Lawyer 29 Private $10,210 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

85 0 14 No

Yes z_F Masters Lawyer 45 Private $13,350 Sports Car $35,530 3 $5,257 9 Highly Urban/ Urban

0 11/12/34 85 0 14 No $231,739 Yes z_F Masters Lawyer 45 Private $13,350 Sports Car

2 $0 9 Highly Urban/ Urban

0

85 0 15 $5,013 No

Yes z_F z_High School Student 32 Commercial $8,670 Sports Car $5,900 1 $2,415 8 Highly Urban/ Urban

0

86 0 16

No

Yes z_F z_High School Clerical 42 Private $10,770 Sports Car

2 $0 12 z_Highly Rural/ Rural

0

86 2 10

No

Yes M z_High School z_Blue Collar 26 Commercial $10,960 z_SUV

3 $0 1 Highly Urban/ Urban

0

86 0 9

No $0 z_No M PhD Doctor 55 Private $10,610 z_SUV

3 $0 23 Highly Urban/ Urban

0

86 0 15

No

Yes z_F z_High School Clerical 14 Private $11,340 Sports Car

1 $4,699 1 Highly Urban/ Urban

0

86 0 12 No

Yes M Bachelors z_Blue Collar 50 Commercial $18,870 Minivan $3,357 4 $0 10 Highly Urban/ Urban

0

86 0 11

No

Yes z_F z_High School Professional 37 Private

z_SUV $0 0 $0 1 z_Highly Rural/ Rural

0

86 0 15

No

Yes M PhD Doctor 39 Private $28,440 Sports Car $0 0 $0 11 Highly Urban/ Urban

0

86 0 15 $13,880 No

Yes z_F Masters Home Maker 62 Private $9,390 Sports Car

2 $2,251 15 Highly Urban/ Urban

0

86 0 0 $0 No

Yes z_F z_High School Home Maker 24 Private $8,000 Sports Car

2

6 Highly Urban/ Urban

0

86 0 0 $0 No

Yes z_F PhD Home Maker 43 Private $16,830 z_SUV $0 0 $0 13 z_Highly Rural/ Rural

0

86 0 12

No

Yes M Masters Lawyer 40 Private $14,030 Sports Car $0 0 $5,400 10 Highly Urban/ Urban

0

86 0 17

No

Yes z_F Masters Manager 28 Private $10,010 Sports Car $0 0 $0 22 Highly Urban/ Urban

0

86 2 13

Yes

z_No z_F Masters Manager 13 Private $13,960 Sports Car

1 $0 12 Highly Urban/ Urban

0

86 0 10

No

Yes M Masters Manager 37 Private

Minivan $0 0 $0 19 Highly Urban/ Urban

0

86 0

No $0 Yes M

0

86 0 9

No

Yes M Masters Lawyer 32 Private $14,110 z_SUV

2 $0 18 Highly Urban/ Urban

0

86 0 15

No

Yes M Masters Professional 20 Private $10,950 Sports Car

3 $0 19 Highly Urban/ Urban

0

86 0 14

No

Yes z_F Masters Lawyer 42 Private $15,360 Sports Car $5,229 1 $0 25 Highly Urban/ Urban

0

86 0 15

No

Yes M Masters Lawyer 36 Private $15,970 z_SUV $0 0 $0 19 Highly Urban/ Urban

0

86 0 12 No

Yes M PhD 22 Commercial

Van

3 $0 15 Highly Urban/ Urban

1

86 3 11

No

Yes z_F PhD Doctor 9 Private $35,810 Sports Car $0 0 $0 17 Highly Urban/ Urban

0

87 2 10 No

Yes M Bachelors Professional 46 Private $15,100 Minivan $0 0 $0 z_Highly Rural/ Rural

0

87 0 7

No

Yes M Bachelors z_Blue Collar 40 Commercial $14,910 z_SUV $3,894 4 $4,771 13 Highly Urban/ Urban

0 7/28/33 87 0 13 $14,815 No

Yes z_F z_High School Clerical 12 Private $13,390 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

87 1 14

No

Yes z_F z_High School Professional 30 Private $18,880 Sports Car

1 $0 1 Highly Urban/ Urban

0

87 0 17

No

Yes M Masters Manager 40 Private $17,610 z_SUV

3 $0 12 Highly Urban/ Urban

0

87 0 8

No

Yes M $616

1 Highly Urban/ Urban

0 7/1/33 87 0 8

No

Yes z_F Bachelors Professional 11 Private $14,500 Sports Car $0 0 $0 12 Highly Urban/ Urban

0

87 1 17

No

Yes z_F PhD Lawyer 42 Private $10,400 Sports Car $0 0 $0 20 Highly Urban/ Urban

0

87 0

No

Yes M Bachelors Manager 41 Private $31,770 Minivan $4,259 1 $0 1 Highly Urban/ Urban

0

87 0 14

No

Yes M

0

87 0 13

No

Yes M Bachelors Manager 33 Private $24,100 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

87 2 0 $0 No

Yes z_F PhD Home Maker 45 Private $22,240 Sports Car $0 0 $0 10 Highly Urban/ Urban

0

87 0 12

No $0 z_No M Masters Manager 10 Private $9,980 z_SUV

1 $0 13 Highly Urban/ Urban

0

87 0 13

No

Yes z_F PhD Home Maker 89 Private $19,810 Sports Car $0 0 $7,539 13 Highly Urban/ Urban

0

87 0 13

No

Yes M Bachelors Professional 34 Private $15,680 Sports Car

2 $0 Highly Urban/ Urban

0

87 0 13

No

Yes z_F Masters Lawyer 45 Private $14,200 Sports Car

2 $0 10 Highly Urban/ Urban

0

87 0 15

No

Yes z_F Masters Lawyer 32 Private $21,250 Sports Car $0 0 $0 17 Highly Urban/ Urban

0

87 0 10

No

z_No z_F Masters Lawyer 24 Private $18,140 Sports Car $0 0 $0 15 Highly Urban/ Urban

0

87 0 15 $35,095 No

Yes M Bachelors Manager 40 Private $25,280 Pickup $2,596 2 $0 17 Highly Urban/ Urban

0

87 0 15

No

Yes z_F Masters Lawyer 31 Private

z_SUV $0 0 $0 11 Highly Urban/ Urban

0

87 0 13

No

Yes z_F PhD Manager 36 Private $1,500 Sports Car $0 0 $0 16 Highly Urban/ Urban

0

87 0 13

No

Yes z_F Bachelors Home Maker 15 Commercial $25,090 Pickup $0 0 $0 15 z_Highly Rural/ Rural

0

87 0 10

No

Yes M Masters Manager 18 Private $27,690 z_SUV $0 0 $0 9 Highly Urban/ Urban

0

87 1 17 $96,830 No

Yes M Masters Professional 23 Private $11,180 z_SUV $0 0 $0 16 Highly Urban/ Urban

0

87 0 12

No

Yes z_F Bachelors z_Blue Collar 10 Commercial

Minivan $0 0 $0 8 Highly Urban/ Urban

0

87 2 15

No

Yes M Masters Manager 22 Private $11,460 z_SUV $0 0 $0 11 Highly Urban/ Urban

2

87 2 15

No

Yes M z_High School z_Blue Collar 41 Commercial

Minivan $0 0 $5,074 1 Highly Urban/ Urban

0

87 0 13

No

Yes M PhD Doctor 17 Private $27,570 z_SUV

4

1 Highly Urban/ Urban

0

87 0 5 $52,955 No

z_No z_F PhD Doctor 28 Private $16,990 z_SUV

2 $0 19 Highly Urban/ Urban

0

87 1

Yes $0 z_No z_F Bachelors z_Blue Collar 40 Commercial $20,000 Minivan $0 0 $0 10 Highly Urban/ Urban

0

88 0 15

No $0 Yes M z_High School Student 41 Commercial $1,500 z_SUV $0 0 $0 1 Highly Urban/ Urban

0

88 0 13 $104,421 No

Yes M Masters Lawyer 38 Private $18,640 Minivan $0 0 $0 12 Highly Urban/ Urban

0

88 1 14 No

Yes z_F z_High School Professional 66 Private $12,690 z_SUV $21,525 2

1 Highly Urban/ Urban

0 7/13/32 88 1 14 No $219,318 Yes z_F z_High School Professional 66 Private $14,080 Sports Car $5,898 3 $2,931 1 Highly Urban/ Urban

0

88 2 8 No

Yes M PhD Doctor 56 Private

Minivan $6,088 1 $0 1 Highly Urban/ Urban

0

88 0 13

No $0 z_No z_F PhD Doctor 5 Private $17,600 Sports Car $0 0 $0 14 Highly Urban/ Urban

0

88 0 12

No

Yes M Masters Lawyer 47 Private $26,020 Minivan $0 0 $1,808 20 Highly Urban/ Urban

0

88 0 13

No

Yes M Bachelors Professional 33 Private $17,760 z_SUV $0 0

13 Highly Urban/ Urban

0 2/9/32 88 0 13 $45,368 No $190,399 Yes M Bachelors Professional 33 Private $20,410 Minivan

2 $0 13 Highly Urban/ Urban

0

88 0 0 $0 No $0 Yes z_F z_High School Student 33 Private $8,200 Sports Car $6,934 1 $1,402 10 Highly Urban/ Urban

0

88 0 15

No

z_No M Bachelors z_Blue Collar 27 Private $21,810 z_SUV

1 $0 13 z_Highly Rural/ Rural

0

88 0 14

No $0 z_No M Bachelors Professional 38 Private $26,310 Minivan $0 0 $0 6 Highly Urban/ Urban

2

88 3 17

No

Yes z_F z_High School Manager 25 Private $20,610 Sports Car $0 0

8 Highly Urban/ Urban

0

88 0 10 No

Yes M PhD Manager 29 Commercial $27,430 Pickup $5,967 1 $0 18 Highly Urban/ Urban

0

88 0 14

No

Yes M PhD Lawyer 31 Private

Sports Car $0 0 $0 Highly Urban/ Urban

0

88 1 13 No

Yes z_F z_High School Clerical 43 Private $8,350 Sports Car $0 0 $0 12 z_Highly Rural/ Rural

0

89 0 15

No $0 Yes M z_High School Student 5 Private $8,400 Sports Car $36,622 2 $0 z_Highly Rural/ Rural

0

89 0 19

No

Yes M PhD Doctor 14 Private $15,820 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

89 0 10

No $0 z_No M Masters Lawyer 47 Private $15,980 z_SUV $0 0

15 z_Highly Rural/ Rural

0

89 0 14

No

Yes z_F Masters Lawyer 20 Private $11,040 Sports Car $5,209 2 $0 13 Highly Urban/ Urban

0

89 0 0 $0 No

z_No z_F

0

89 0 14 $69,098 No

Yes M Bachelors Manager 57 Private $15,310 z_SUV $0 0 $0 11 Highly Urban/ Urban

0

89 1 14

No

Yes z_F z_High School Home Maker 26 Private $9,350 Sports Car $0 0 $0 1 z_Highly Rural/ Rural

0

90 0 12

No

Yes z_F Masters Lawyer 13 Private $14,500 Sports Car

1 $2,546 20 Highly Urban/ Urban

0 6/12/30 90 0 12 $60,965 No $231,014 Yes z_F Masters Lawyer 13 Private $17,200 z_SUV $0 0 $0 20 Highly Urban/ Urban

0

90 0 18

No

Yes z_F Masters Manager 71 Private $24,500 Sports Car $6,364 3 $0 19 Highly Urban/ Urban

ID KIDSDRIV BIRTH AGE 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
3 5 15 0 7 20 12 8 32 $0 No Yes z_F z_High School Student 4 Private $2,

6 z_SUV $4,

65 z_Highly Rural/ Rural 2/1/20
23 9 28 27 2/

18 86 34 $2,9

54 z_No Clerical 21 $3,

10 Sports Car $10,0

99 $6,

14 Highly Urban/ Urban
78 38 26 13 2/

17 Bachelors Home Maker 31 $3,1

80 $

25 35 $2,5

41
51 47 49 97 8/17/

85 $14,

48 50 $4,518 $4,

79
2

19 67 61 53 10/18/

84 $14,500 $3,

44
7

83 52 30 2/15/84 36 $

16 22 39 $20,

77 Van $5 40
55 70 68 11 Commercial $1,500 Minivan $3,0

92
77

73 60 10/

29 $11,

71 $

74 $4,270 $3,

56
64 95 10/19/83 $50 $1

58 z_Blue Collar $19,

43 $44,

91
135848

90 10/18/83 $12,940
9

57 75 $13,950
855557707 7/7/83 37 $49,522 $155,030 24 $14,

98 $4,5

66
294

93 8/18/

82 $17,830 $4,373
24408

45 7/7/82 $40,015 $152,243 $23,400 Panel Truck $2,047 $17,001
24

89 11/13/

81 $6,284 $20,130
24970

88 4/26/81 $479 $7 $4,922 $2,927
225361219 3/16/81 $9,970 $14,140 $3,274
149203

46 11/13/80 33 $17,300 $7,026
89356

42 7/12/80 $3,

87 $

76 Manager $3,790 $5,194 $3,854
814

105 $4,386
264381952 6/15/80 $1,774 $78,025 $12,

72
221949255 6/13/80 $5,336 $11,650 $1,845 $3,808
851992977 6/12/80 $5,228 $15,080 $7,085
777936442 5/22/80 $37,536 Professional $22,810 Pickup $4,686 $3,917
515320613 5/5/80 $106,041 $5,289
723570553 8/4/79 $5,470 $6,

62
346247566 7/10/79 $38,681 $17,010 $30 $17,367
878317893 3/26/79 $4,209 $80,790 $10,570 $4,400
721932443 1/2/79 $19,933 $105,715 $15,400 $4,148
605837325 7/19/78 $1,114
240303605 7/7/78 $5,411 $15,130
233722994 $28,600 $1,337
670473935 6/9/78 $51,893 $3,600 $3,231
502965520 6/4/78 $15,650 $6,485
4210665

69 5/25/78 $5,939 $16,030 $26,803 $2,644
210220240 5/6/78 $18 $8,150 $7,781 $3,038
731312281 4/7/78 $360 $3,320 $6,117
411898882 $5,250 $36,775
577080487 3/19/78 $32,391 $170,274 $10,600 $4,166
490098450 2/6/78 $40,022 $9,360 $6,245
883661578 11/18/77 $9,560 $7,225 $2,851
694805889 10/12/77 63 $13,520 $28,386 $5,637
847122022 10/1/77 $23,452 $121,949 Masters $3,700 $5,678
740758160 9/11/77 $5,430
606257976 7/27/77 $747 $10,070
302160801 7/16/77 $33,571 $24,560
621501557 7/8/77 $11,047 $18,770 $6,996 $5,238
103 7/5/77 $2,214 $114,501 $17,470 $9,453 $4,212
198166621 6/29/77 $36,821 $193,948 $29,390 $8,502
805250075 5/21/77 PhD $13,000 $7,191 $22,352
168828675 5/6/77 $18,632 $10,800 $6,407
117466765 2/6/77 $23,005 $81,033 $8,320
635506141 1/23/77 $3,461 $2,444
460679932 1/15/77 $12,301 $8,770 $9,232 $2,546
59 1/3/77 $53,636 $2,729
6

113 1/1/77 $12,825 $105,132 $9,610 $2,468 $3,667
352484714 12/26/76 $20,646 $5,760 $3,409 $3,225
837570679 12/17/76 $5,442 $3,800 $30,922 $1,749
146842831 11/12/76 $27,239 $6,520 $2,804
562199743 10/6/76 $56,000 $3,870 $9,822
798799656 9/12/76 $7,705
604750804 7/18/76 $34,811 $15,620 $7,170
861343508 6/4/76 $68,687 $31,560 $33,581
203796934 $17,670
262112506 5/16/76 $11,666 $109 $5,080 $540
936089081 $5,367 $75,782 $22,550 $6,027 $2,161
635410619 4/30/76 $14,307 $119,409 $2,930 $4,018
751805920 4/22/76 $5,822 $4,380 $11,027 $6,188
636549136 12/22/75 $16,193 $7,290 $5,440
586445331 12/1/75 $13,991 $117,778 $10,960 $6,850
352524138 11/16/75 $11,664 $91,216 $2,670 $5,100
268111736 11/2/75 $94,566 $239,

142 $3,900 $5,495
988230706 10/18/75 $24,666 $9,010 $4,515
304981807 10/9/75 $40,245 $98,218 $7,920 $1,836 $1,479
8

101 8/2/75
525997073 $57,504 $147,969 $17,720
332102360 7/29/75 $20,220 $115,168 $17,850 $27,872 $5,017
254993743 7/23/75 $6,862 $2,190 $11,226 $2,569
907790651 6/21/75 $13,003 $104,742 $3,230 $1,397
739051853 $1,089
753893792 5/4/75 $8,458 $11,120 $16,927 $4,737
474917228 4/25/75 $79,821 $14,420 $8,072
729861792 4/20/75 $11,215 $5,020 $1,122 $3,310
773173582 4/6/75 $23,109 $93,445 $6,210 $5,876
854616778 4/3/75 $12,527 $70 $13,980
128134494 3/30/75 $5,427 $24,630 $24,546 $3,373
726587541 $9,761 $92,374 $11,320 $14,584 $2,009
692068462 3/28/75 $27,547 $6,650 $6,

124
983516083 3/21/75 $12,871 $16,500 $5,865
607858212 3/5/75 $21,455 $6,050 $2,661 $6,049
331969123 2/8/75 $803 $114,965 $1,391 $714
817416522 12/31/74 $51,505 $201,604 $8,210 $8,401
482597027 12/23/74 $8,230 $1,395 $1,384
749891944 12/15/74 $55,492 $22,330 $3,033
679269101 11/27/74 $10,471 $13,070 $1,631
571669564 10/14/74 $7,530 $4,885 $6,185
953700327 10/3/74 $4,000 $4,920
372687575 9/11/74 $66,390 $22,740 $7,019 $5,207
424648094 9/10/74 $9,870 $3,567
758657045 9/2/74 $75,385 $254,055 $17,750 $4,640 $4,577
812174780 $17,650 $8,139
163865245 8/31/74 $5,950 $7,862
263407935 8/26/74 $75,966 $187,523 $18,160 $31,063
932393533 8/24/74 $49,576 $160,042 $6,460 $3,862 $2,576
228866300 8/15/74 $47,996 $159 $8,800 $2,912
377712150 8/14/74 $78,062 $20,640
907356189 8/2/74 $118,074 $353,178 $15,810
391323805 7/30/74 $3,355 $10,060 $8,199
132669405 7/24/74 $66,923 $231,852 $15,010 $5,960
987209152 6/29/74 $83,329 $235,165 $5,120 $4,336 $26,312
949799890 6/27/74 $59 $224 $11,780 $30,213 $7,563
217943149 6/25/74 $55,422 $138 $9,540 $6,798
407896128 6/6/74 $23,245 $7,410 $96 $5,642
886929335 5/30/74 $71,207 $202,437 $23,910 $548 $4,539
898205594 5/27/74 $17,352 $112,808 $9,250 $1,133
585384283 5/8/74 $51,544 $20,630 $7,767 $9,776
671519065 4/28/74 $71,892 $211,306 $27,470 $3,340 $5,173
146312463 4/21/74 $35,714 $12,710 $2,083 $49,180
296261811 $18,850 $4,934
588437787 4/19/74 $64,122 $196 $15,740 $28,366
150014100 4/3/74 $24,234 $6,420 $1,368
425216116 3/29/74 $46,671 $125,555 $22,140 $7,326
853687483 3/27/74 $86,545 $17,350 $1,430 $3,311
511965634 3/5/74 $40,095 $22,720 $1,992 $5,177
121655149 12/16/73 $26,906 $23,451 $3,748
621163204 12/10/73 $44,516 $8,450 $864
926980327 1

2/1/73 $18,159 $87,400 $15,360 $5,117 $3,397
455381359 11/3/73 $21,276 $13,420
871419078 10/31/73 $46,604 $164,657 $8,760 $9,235
115311847 10/25/73 $4,100 $5,262
976672402 10/12/73 $7,832 $58,632 $7,620 $5,304 $942
196844208 10/1/73 $51,796
874945638 9/22/73 $9,828
515236104 8/28/73 $11,279 $4,524
356667852 7/28/73 $56,347 $201,599 $16,410 $4,681
499295880 7/24/73 $989 $4,200 $25,081 $3,997
105127726 7/22/73 $10,730 $16,150 $6,135 $1,022
411421677 7/18/73 $50,964 $2,621 $3,110
294031144 6/27/73 $53,982 $152,641 $18,980
307685025 $50,402 $169,080 $9,140 $7,567
408049961 6/14/73 $24,722 $9,420 $11,213
791780342 $7,900 $1,320 $2,627
948210209 6/13/73 $2,226 $71,148 $1,720 $3,581
604496648 5/8/73 $73,655 $9,150 $7,303 $3,760
379896116 4/28/73 $69,789 $206,181 $11,770 $2,960 $2,992
332970163 4/17/73 $3,953
766373647 4/13/73 $31,270 $137,930 $7,230
388196200 4/12/73 $49,485 $174,530 $17,800 $5,269 $838
843564950 4/1/73 $117,984 $26,330 $5,756
571311781 3/25/73 $45,254 $196,146 $23,270 $4,567 $19,089
521295884 $42,687 $17,200 $4,130
923795506 3/21/73 $48,074 $21,760
630383695 $6,167
932747567 3/11/73 $44,386 $209,993 $12,000 $7,611
738372559 3/9/73 $22,430 $8,538 $2,357
294782420 3/7/73 $25,940
154235934 3/4/73 $53,244 $20,920 $6,224 $4,028
920105678 2/28/73 $27,666 $20,310 $6,596
194607848 $12,240 $101,334 $5,320 $6,094 $3,758
266034718 2/25/73 $88,987 $248,335 $29,220 $7,070
916006924 2/22/73 $21,443 $116,421 $24,280 $42,208 $45,985
945301809 $6,240
602969383 2/18/73 $180,627 $27,870
538712074 2/3/73 $4,120 $2,370
390718074 2/2/73 $21,826 $114,769 $3,680 $18,428
314607731 $157,649 $362,484 $4,364 $3,851
584387800 1/12/73 $33,283 $104,323 $7,690
107506292 12/31/72 $110,880 $282,194 $8,097
470980679 1

2/27/72 $35,262 $15,110 $8,697
646254981 12/24/72 $68,524 $7,946 $2,651
844971173 1

2/15/72 $14,822 $8,830 $7,486 $3,435
679857230 12/10/72 $41,746 $8,270 $6,081 $3,544
518507580 12/4/72 $28,726 $119,210 $17,370 $7,081 $4,544
319881332 11/7/72 $40,202 $172,177 $3,045 $5,175
920731830 11/6/72 $69,794 $14,660 $2,848 $4,313
296737344 10/7/72 $29,979 $139,981 $7,200
593853390 $14,900 $33,611 $5,270
373976375 $20,510 $4,570 $5,003
757408722 10/2/72 $118,870 $32,880 $7,861 $4,032
587048378 10/1/72 $11,882 $32,510 $10,780
123154706 9/22/72 $10,405 $15,840 $32,477 $6,763
852440245 9/11/72 $53,458 $211,386 $21,600 $47,389
309752262 9/9/72 $11,330 $35,165
137342091 8/31/72 $60,214 $174,522 $13,330
632188800 8/28/72 $45,803 $11,920 $2,043 $25,695
661190062 8/27/72 $64,412 $10,679 $5,354
386867797 8/26/72 $104,575 $25,660 $4,487
926517338 8/16/72 $25,564 $9,070 $20,264
229377719 8/14/72 $14,461 $108,046 $9,990 $8,107
339078484 $78,418 $224,245 $21,860 $4,740 $5,374
117504874 8/11/72 $91,135 $20,570
982749346 8/10/72 $37,130 $7,910 $2,616 $4,021
401709332 8/8/72 $50,139 $167,990 $9,210 $1,271 $1,842
398558468 7/27/72 $52,335 $187,295 $9,430
871633344 7/21/72 $42,254 $138,816 $5,730 $32,025
123706120 7/10/72 $22,500 $1,220
977171069 7/2/72 $22,252 $14,070 $4,446
704599365 6/27/72 $43,083 $138,247 $20,950 $5,737 $9,824
957598915 6/25/72 $22,200
711126457 $98,136 $247,369 $16,440
248708258 6/13/72 $1,212
579928950 6/5/72 $29,008 $147,459
640919190 6/4/72 $44,208 $8,620 $3,280
641885640 6/3/72 $35,263 $20,150 $6,623
894931979 5/30/72 $81,474 $25,720 $6,985
203499715 5/21/72 $26,840 $7,750 $4,537
135274702 5/18/72 $78,197 $229,920 $18,040
209754727 5/4/72 $8,408 $54,880 $19,900 $4,739
306162704 4/30/72 $67,168 $15,570 $5,648
145114346 4/29/72 $32,428 $7,440 $6,144
256402995 4/27/72 $123,062 $23,590 $4,441 $3,329
525127726 $16,510 $4,174
769875332 4/21/72 $94,166 $13,620
369786150 3/21/72 $29,357 $177,256 $7,140
940953907 3/18/72 $34,276 $99,323
481388989 3/16/72 $26,012 $128,197 $19,250
764235994 3/11/72 $43,915 $3,260 $5,476 $3,677
469374574 3/7/72 $55,877 $169,598 $9,400
800396209 $17,686 $136,423 $5,433 $2,103
149727862 $30,125 $20,120
426243743 3/6/72 $24,340 $4,599 $2,595
786929712 $23,900 $2,838
620429368 $58,576 $168,176 $16,420 $2,101
283486760 2/18/72 $7,989 $59,185 $5,000
464080866 $35,851 $147,018 $4,102
133287297 2/14/72 $26,096 $150 $9,980 $5,425
177102230 2/13/72 $16,571 $13,890 $6,465 $3,444
261584695 2/12/72 $31,168 $122,298 $7,320 $7,582 $6,023
302775406 1/24/72 $20,972 $6,640 $7,186 $1,858
803201594 1/18/72 $131,567 $8,790
960243226 1/17/72 $166,855 $436,711 $23,060
432107437 $19,255 $121,206
170941465 1/15/72 $1,453
433139237 12/17/71 $38,951 $184,377 $9,780
121056225 12/13/71 $27,957 $3,770 $5,581 $9,117
629269031 12/9/71 $10,852 $10,830 $3,392
347633799 1

2/2/71 $68,493 $217,494 $20,180 $1,958
799372788 11/27/71 $3,172
275809565 1

1/11/71 $84,448 $12,740 $13,415
999606259 11/10/71 $107,827
916500549 11/9/71 $56,943 $5,810
372833594 $57,417 $144,443 $15,640 $7,628 $5,802
839845036 11/7/71 $94,863 $269,454 $13,790
434554820 10/24/71 $4,300 $5,255
589447344 10/21/71 $12,117 $5,510
724970045 10/13/71 $10,518 $107,763 $5,800 $6,755 $2,820
985593452 10/8/71 $24,814 $103,896 $5,556 $3,513
258885525 10/2/71 $4,843 $3,018
612007147 9/30/71 $21,970 $7,950 $2,004 $9,059
728914316 9/24/71 $11,550 $104,450 $6,180
439250270 9/19/71 $3,985 $4,700 $13,538
723432863 8/31/71 $63,142 $9,750 $909
523718611 8/28/71 $31,745 $140,248 $18,170 $8,380
458768538 8/21/71 $40,061 $134,035 $8,310 $5,084
388736772 8/15/71 $10,032 $5,850 $12,269 $5,657
601650981 8/10/71 $1,754 $10,118
376124251 8/8/71 $88,733 $13,430
526576897 8/5/71 $135,899 $4,302
329026850 7/30/71 $70,029 $227,430 $11,300
954452635 7/26/71 $97,231 $262
265126775 7/20/71 $20,778 $4,085
671876464 7/12/71 $214,775 $33,320
330006591 7/7/71 $28,383 $133,622 $5,180
235350955 7/3/71 $62,294 $177,386 $18,370
156606922 6/25/71 $3,830 $4,311 $6,914
791289183 6/24/71 $64,854 $205,489 $25,980
317911012 6/21/71 $12,891 $86,839 $3,683 $3,350
327641552 6/20/71 $15,580
406036821 6/18/71 $68,394 $226,146 $2,340 $6,013 $4,193
976715406 6/14/71
172005283 6/2/71
605202011 5/25/71 $15,370 $2,747 $2,988
794313821 5/23/71 $40,142 $153,692 $16,060 $25,866
866525741 5/19/71
211174403 5/18/71 $30,877 $114,482 $13,290 $1,852
318065458 $17,360
719284392 5/9/71 $81,076
839908112 4/28/71 $16,045 $1,590
568092214 4/27/71 $35,450 $145,343 $18,260 $8,353
970118762 4/15/71 $23,427 $98,357 $4,026
602701034 $7,040 $5,283 $5,618
995471545 4/13/71 $61,941 $196,239 $10,490 $41,137 $1,333
724655324 $22,470 $1,263
744971141 4/12/71 $38,460 $135,988 $18,640 $845
457898742 $32,509 $149,827 $21,200 $11,240
929229569 4/8/71 $36,113 $187,871 $9,240 $5,065 $4,546
694819329 4/2/71 $216,473 $12,180 $7,820
320956626 3/17/71 $28,472 $15,920
215885818 3/12/71 $87,052 $215,053 $13,200
596999054 $33,900 $150,093 $15,870
918570738 3/8/71 $43,910 $179,794 $27,240 $3,460 $3,979
708863394 3/1/71 $6,905 $2,493
679003037 2/27/71 $66,783 $227,215 $10,980 $8,079 $2,730
552039818 2/23/71 $4,087 $6,350
285362344 2/22/71 $44,077 $170,598 $8,710 $8,935 $6,857
248069952 2/18/71 $20,852 $123,109 $6,390 $8,413 $4,704
363160625 $20,960 $20,581
743777436 $11,440
580030293 2/16/71 $4,950 $8,438 $5,094
414039362 2/8/71 $38,305 $135,831 $21,980 $1,310 $7,882
394119183 2/4/71 $23,553 $18,820 $6,387
321321252 $52,102 $2,351
112257983 1/28/71 $12,841 $85,755 $24,690 $3,031
662519364 1/19/71 $13,410 $4,500 $5,575 $835
663443868 1/15/71 $201,709 $10,658 $1,494
535064987 $54,005 $164,212
559361221 1/5/71 $75,089 $22,420
593678600 1/3/71 $98,485 $284,911 $22,490
428100722 12/31/70 $209,361 $14,870
371282955 12/16/70 $11,100 $121,671 $8,820
686433953 12/11/70 $34,043 $137,615 $27,160
251735670 12/9/70 $29,802 $149,126 $4,480
516460837 12/3/70 $94,675 $291,876 $10,320 $4,214
251407789 11/26/70 $59,889 $193,646 $5,867
245447620 11/16/70 $6,647
190479917 11/15/70 $24,464 $123,024 $40,703 $1,807
669667519 11/6/70 $687 $13,720
306512428 11/3/70 $51,122 $201,650 $10,470 $19,030
180204687 10/25/70 $74,202 $19,300 $7,291 $2,574
725829264 10/12/70 $24,365 $6,840 $36,744 $6,464
888570936 10/7/70 $6,720 $52,445 $4,699
383096865 $62,151 $193,997 $10,620
632208630 9/30/70 $27,222 $146,133 $12,200
563806462 $22,698
794338826 9/27/70 $95,884 $31,520 $4,394
419335681 9/23/70 $144,242 $16,370 $4,822
291623968 9/16/70
880573535 9/15/70 $83,783
797304115 $87,862 $226,766 $30,300
713359182 9/2/70 $10,860
418878690 9/1/70 $30,254 $118,302 $18,020
302667596 8/31/70 $45,114 $8,780
112596156 $3,359
948971573 8/19/70 $30,447 $145,720 $5,640
362412836 8/12/70 $5,292 $5,722
517404358 8/6/70 $47,621 $196,036 $17,130 $5,584
201591080 7/30/70 $87,621 $258,898 $44,735
338384169 $60,157 $158 $10,420 $3,761
637810235 7/29/70 $86,159 $232,132 $16,250
153318448 7/20/70 $53,643 $9,760
611964986 $10,080 $5,910
928570326 7/18/70 $109,719 $21,160 $6,091
190592540 7/12/70 $31,407 $22,210
366111157 $11,890 $4,506
862332021 7/9/70 $65,242 $216,583
509063576 7/1/70 $22,428 $120,624 $3,170 $953
759921440 6/26/70 $445 $97,183 $2,555 $27,254
278166387 6/19/70 $58,319 $198,219 $7,330 $8,743
360545246 $66,346 $6,170
650476151 6/14/70 $90,053 $235,649 $17,930
743411853 6/12/70 $45,299 $148,600 $8,930 $1,502
408216419 $21,330
560054844 $51,529 $177,583 $9,550 $8,589
339021197 6/10/70 $79,059 $240,683 $14,460 $5,903
403302088 6/6/70 $83,557 $224,864 $33,100
153488504 6/4/70 $11,954 $10,190 $3,090
236731145 5/24/70 $33,572 $7,760 $5,293
598432669 5/21/70 $85,413 $13,920 $4,189
395004495 5/11/70 $74,854 $210,374
191309938 5/3/70 $58,478 $178,204 $16,380
402503500 5/1/70 $75,468 $13,140
588180741 4/28/70 $17,984 $13,680 $4,814 $980
490985248 4/27/70 $103,207 $26,670
606148613 4/13/70 $24,276 $6,830 $5,808 $4,138
818300422 4/12/70 $269,107 $11,190 $1,731
827509968 4/11/70 $73,842 $22,340 $4,769 $3,418
509020520 4/2/70 $16,609
621954712 3/27/70 $36,708
147981715 3/23/70 $23,652 $6,770
624420841 3/17/70 $92,948 $302,971 $17,120
485032656 3/9/70 $25,690 $14,750
903755103 3/8/70 $25,294 $6,930 $9,282 $5,388
466989796 $58,773 $192,117
561994399 3/5/70 $38,494 $29,190
720552960 3/3/70 $62,116 $3,165
712881061 2/26/70 $101,767 $284,160 $14,580 $25,433
698727110 2/25/70 $7,180 $1,855
381800951 2/17/70 $45,828 $149,103 $8,171 $6,409
138622896 2/12/70 $9,370 $3,069
135533072 $15,610 $7,857 $5,530
522928813 2/10/70 $142,531 $20,040 $5,077 $1,042
794551506 2/2/70 $100,948 $19,670 $3,449
271090238 $15,958 $111,962 $6,000 $1,541
621733138 1/28/70 $104,420 $44,351
859746323 1/25/70 $52,142 $5,830
579729591 1/22/70 $54,310 $174,139 $5,520
762376516 1/8/70 $72,438 $25,450 $22,443 $5,257
108979736 1/7/70 $15,936 $29,510 $6,111
869361116 $12,010
755694220 1/2/70 $170,162 $25,870
894937491 12/19/69 $36,324 $8,030
939884883 1

2/18/69 $22,819 $145,084 $7,160 $4,428
591321299 1

2/17/69 $31,850 $180,601
808059829 $53,758 $139,900 $22,540
211450956 $51,724 $148,689 $10,330 $4,790
304071887 12/14/69 $26,911 $18,970 $1,258
834274837 12/11/69 $117,426 $6,970 $26,023
464248845 12/6/69 $34,600 $113,013 $7,860 $558
177552524 12/5/69 $28,459 $117,349
450957195 12/4/69 $59,254 $10,130 $6,399
161952882 1

1/30/69 $126,263 $319,400 $8,190 $26,785
984356825 11/28/69 $38,042 $202,967 $15,160
408691869 11/27/69 $26,413 $172,043 $16,200 $8,484
846039838 $13,900 $3,682 $6,319
758914763 1

1/17/69 $106,722 $26,520 $3,282
291588455 1

1/14/69 $18,972 $119,932 $588
289332853 11/12/69 $112,687 $292 $12,770 $9,863
371807632 11/11/69 $51,110 $176,252 $12,350 $7,884
856768610 11/8/69 $66,708 $209,538 $11,900
102270088 $39,710 $173,759 $21,920 $3,853
796374917 $34,586 $28,174 $5,771
274710335 11/2/69 $134,792 $304,438 $23,560
899667975 $23,840
845265866 10/31/69 $38,898 $128,607
671132937 10/26/69 $76,283 $35,477 $3,706
535551418 10/23/69 $19,340 $32,990 $3,463
199335713 10/18/69 $2,409 $2,668
623798142 10/17/69 $29,042 $109,832 $6,370 $3,142
459562216 $34,581 $16,110 $3,062 $3,621
912694323 10/14/69 $10,160 $1,945
214275601 10/6/69 $110,913 $305,472
772373648 10/5/69 $19,355 $95,595 $6,440
285447796 10/3/69 $17,455 $140,978 $12,380
684208495 $12,490
670254963 9/30/69 $20,631 $110,165 $4,630 $1,875
874150154 9/26/69 $22,010 $136,187 $10,890
514323756 9/24/69 $42,579 $169,596 $24,490 $2,974
554816108 9/23/69 $200,175
190408922 9/16/69 $13,180
637822819 9/15/69 $33,063 $17,920
529373572 9/11/69 $71,996 $220,870 $11,700
937896510 9/9/69 $117,106 $297,195 $16,490
130037725 9/8/69
234615588 $30,619 $130 $16,330 $7,829
713047518 $63,425 $222,135 $17,230 $4,927
935123709 9/2/69 $7,132
776083520 9/1/69 $88,305 $278 $19,710
269822126 $61,790 $185,253 $10,680 $6,296
676151520 8/31/69 $42,774 $144,023 $8,910 $40,998
932376422 8/28/69 $57,553 $196,689 $33,610
287469386 8/23/69 $31,374 $32,820
577610183 8/19/69 $31,806 $140,927 $14,720
745992335 8/16/69 $10,678 $3,242
570843148 8/10/69 $7,784
373504490 8/8/69 $9,361 $2,440 $31,992 $3,428
806889628 8/6/69 $78,213 $245,925 $17,630
515202177 $16,810 $1,975 $5,428
560151935 8/3/69 $26,226 $165,178 $23,610
115885446 $5,833
925791243 $74,725 $11,970 $5,891
655871018 8/2/69 $27,803 $7,280 $6,322
681921901 $6,351 $755
781012706 7/26/69 $57,411 $150,044 $11,280 $3,776
765114187 7/25/69 $47,538 $184,423 $29,840 $3,421
928063078 7/17/69 $18,721 $20,650
430086782 7/15/69 $61,164 $196,346 $21,410
300355615 7/11/69 $57,771 $139,826 $13,320
622027067 7/10/69 $707
762169553 7/9/69 $80,872 $285,859 $29,580
361945392 7/7/69 $67,793 $221,399 $4,517
699728956 7/4/69 $55,307 $174,352 $12,360 $5,278
295312341 7/3/69 $77 $250,064 $9,220 $1,243
870846895 7/2/69 $100,633
451540700 6/30/69 $17,619 $86,310 $16,890 $984
768125149 6/27/69 $37,307 $9,040
350995497 6/23/69 $60,216 $17,420 $3,878
381791999 6/22/69 $26,315 $7,130 $3,246
171556092 6/20/69 $52,120
684787139 6/11/69 $77,156 $11,430 $11,295
327840289 6/7/69 $754 $3,755
334091306 5/29/69 $89,216 $238,191
826486852 5/28/69 $21,313 $140,640 $13,120 $3,236
868652436 5/25/69 $59,388 $183,997 $21,820
183746090 5/17/69 $34,392 $133,262 $8,720
942302103 5/11/69 $28,162 $137,585 $12,680 $49,131
801143853 5/6/69 $15,278 $6,030
580891716 4/24/69 $53,140 $6,810 $36,267
921263387 4/21/69 $54,275 $121,341 $7,220 $1,691
703558132 4/20/69 $77,207 $318,565 $35,118
508211300 4/15/69 $118,112 $339,955 $21,550
444610130 4/7/69 $43,453 $150,500 $8,850 $31,658 $5,007
779682886 4/6/69 $100,731 $296,085 $13,910
494599714 4/4/69 $103,881 $287,047 $14,890
606959050 4/1/69 $40,889 $147,629 $29,990
120767247 $132,463 $362,176 $14,820
295437422 3/23/69 $102,113 $255,135 $19,720 $6,998
388723189 3/22/69 $69,357 $227,852 $2,051
684305630 $13,186 $5,820 $3,518
796666891 3/19/69 $75,891 $222,952 $3,919 $2,424
317860818 3/17/69 $69,512 $187,162 $4,711
896505061 3/10/69 $4,749
287046128 $32,809 $141,859 $8,260 $4,308
654577090 3/8/69 $23,022
544101100 2/22/69 $59,336 $145,621 $10,430 $7,959
339106448 $103,185 $299,281 $11,140
502217347 $20,944 $10,510 $40,386
501246348 $18,447 $104,225
811881595 2/16/69 $44,609 $193,747 $8,960 $5,452
524010482 2/12/69 $10,355 $19,080 $4,260
187054358 2/7/69 $49,450 $225,886 $9,440 $1,769
142711677 $175,172 $403,714 $29,470 $4,683
501668513 $2,519 $30,810 $2,630
941536792 1/29/69 $62,607 $15,210
406983087 1/20/69 $22,718 $116,700 $4,448 $5,076
159647521 $91,900 $5,555
767542455 $6,130 $3,096
238546621
561719742 1/6/69 $79,192
362094256 $17,532 $6,250
999575184 1

2/24/68 $13,490 $95,447 $31,401 $4,578
917849483 $37,614 $165,402 $16,170
348805907 $1,474
528315324 $160,464 $6,140 $696 $3,858
313992637 1

2/23/68 $89,085 $30,290 $44,291
114782103 12/18/68 $21,230
701074892 12/14/68 $6,719 $100,989 $5,170 $9,402
779806259 12/13/68 $22,780 $116,924 $9,930 $1,641
249920128 1

2/4/68 $56,253 $142,627 $6,600 $2,986
577895723 1

2/3/68 $58,248 $9,533 $4,206
502744451 $14,380 $2,573
346751107 11/29/68 $36,720 $162,538
303712074 11/28/68
987176874 11/23/68
831074356 1

1/17/68 $106,614 $316 $15,260 $5,318 $6,519
141108407 $62,412 $241,054 $10,840
899043813 11/11/68 $90,392 $284,792 $16,910
691376734 11/6/68 $35,053 $125,625 $12,860 $3,920
695846131 10/31/68 $47,623 $4,600 $35,375
374733066 10/26/68 $11,425 $4,780 $2,168 $4,229
534963348 10/23/68 $3,594 $4,960 $2,136
869108492 $20,555 $128,048 $3,327 $13,352
386099345 10/22/68 $30,348 $128,843 $2,118 $4,125
349526254 10/18/68 $99,412 $21,180
614062969 $6,249 $10,110 $2,511 $4,066
981462175 10/17/68 $22,988
596146696 10/15/68 $17,398 $8,550
284371765 10/8/68 $54,009 $12,780 $1,288
998056277 $64,365 $4,900 $6,156 $6,217
607363886 $22,790
722637585 10/6/68 $18,903 $93,797 $17,330
699091581 $53,633 $183,242 $9,960 $4,646
737013311 $18,060
953387819 10/4/68 $115,308 $313 $26,980 $7,506 $6,145
543294460 $93,703 $257 $29,620
711744652 9/29/68 $89,640 $223,021 $21,950 $4,797
280614622 9/19/68 $39,489 $116,150 $10,260
427468074 9/13/68 $112,632 $298,529 $16,550
780495938 8/30/68 $23,160 $2,985
299188700 8/29/68 $30,653 $12,930 $35,666 $1,826
879397633 8/21/68 $71,763 $200,268 $13,560 $9,251
528501969 8/17/68 $29,644 $148,568 $34,880 $46,912 $18,883
683777260 8/16/68 $6,393 $5,540 $2,892
172142678 8/15/68 $38,940 $193,932 $5,390
854817127 8/10/68 $40,851 $181,084 $8,690 $1,570
800684900 8/7/68 $154,493
107405130 7/31/68 $23,533 $115,964 $6,931
852686755 7/30/68 $86,264 $14,930
724967364 7/24/68 $2,480
547580817 7/23/68 $11,878 $110,650 $11,530 $8,837
160882573 $8,136 $1,668
965182311 7/22/68 $66,592 $175,461 $19,530
113241658 7/20/68 $90,693 $257,011
250803010 7/19/68 $106,985 $23,970
126120559 7/18/68 $115,939
227983692 7/16/68 $87,889 $1,105
711969679 6/26/68 $26,606 $4,044 $2,394
246436571 6/22/68 $110,404 $278,647 $13,710
125112281 6/18/68 $654 $99,465 $4,670
543839533 6/16/68 $52,714 $159,142 $14,330 $5,896
542503344 6/14/68 $42,492 $163,297 $1,109 $4,431
544618235 6/9/68 $42,456 $149,155 $8,900
343455417 6/8/68 $46,948 $29,080
354035385 6/7/68 $9,684 $2,470
588983795 6/4/68 $20,277 $134,375 $24,670 $1,746
982953240 6/3/68
860616541 5/31/68 $7,740 $7,323 $4,306
770868584 5/28/68 $33,768 $147,167
226108929 5/26/68 $51,982 $165,805
925653436 5/23/68 $56,782 $192,337 $10,280 $2,548
514991081 5/18/68 $65,651 $288,294 $17,760 $29,471 $7,035
876773863 $83,316 $239,711 $37,720 $19,970
877922826 5/15/68 $41,196 $180,045 $26,220 $5,632
216932991 5/5/68 $6,070 $6,804
410130816 5/3/68 $24,965 $166,669 $15,440 $38,197
886215034 5/2/68 $55,504 $10,150
965044874 4/30/68 $65,048 $212,535 $13,240 $18,524
348413949 4/26/68 $22,654 $23,250 $18,323
394248479
693140837 4/24/68 $41,855 $197,553
270575843 4/22/68 $26,112 $117,229 $14,030 $4,277
243644648 4/20/68 $80,861 $222,576 $29,980
578911624 4/18/68 $17,839 $96,399 $18,780
393123266 4/16/68 $27,439 $3,923 $347
797488957 4/14/68 $33,782 $4,259
339036848 4/11/68 $137,663 $303,237 $14,300
323580288 4/7/68 $33,551 $7,960
501669386 4/5/68 $69,201 $224,997 $6,997
636989425 4/4/68 $17,567 $6,360 $2,979
277228171 4/3/68 $14,064 $12,470 $9,237
531958458 3/27/68 $44,120 $6,410
787787690 3/25/68 $6,542
643913553 3/24/68 $8,880
327492638 3/20/68 $82,762 $267,537 $12,880 $3,674
630011901 3/17/68 $73,727 $19,210
337459914 3/15/68 $57,017 $202,880 $10,870
943432978 $40,008 $199,854 $16,820 $5,135
576374281 $7,780
308647098 3/3/68 $24,323 $16,830 $3,846
187772143 $39,456 $148,093
294862527 2/29/68 $92,817
783194406 2/25/68 $54,909 $6,990 $724
897417686 $38,453 $163,602 $8,153 $4,550
121514861 $32,838 $117,101
308984063 2/6/68 $14,195 $122,416 $5,480 $5,963
292921742 2/5/68 $9,961 $94,727 $5,860
686922993 $70,309 $234,283
644893201 $93,540 $1,150
413320050 1/25/68 $31,476 $121,092
816592991 $47,629 $144,222 $6,906 $692
305452597 $58,391 $187,063 $20,400 $1,829
954040651 $16,715 $85,406 $6,190 $5,900 $2,877
789919636 $10,440 $2,018 $4,078
175625077 1/12/68 $33,470 $107,174 $4,850 $3,146
387847779 1/9/68 $101,321 $11,640
637268648 1/8/68 $48,317 $133,939 $26,686 $4,123
351785032 $26,130 $31,532
289731520 1/7/68 $86,794 $19,910 $4,156 $2,772
783474720 $31,908 $20,360 $2,858
487624780 1/3/68 $30,089 $121,900 $31,510 $4,278 $4,321
984639606 1/1/68 $32,381 $16,980 $4,185 $1,941
950907526 1

2/23/67 $17,645
966528475 $190,945 $462,430
843003604 $23,690
492924358 1

2/18/67 $33,483 $114,256 $11,690
403497312 12/15/67 $19,230 $18,250 $2,039 $4,036
891626305 12/14/67 $67,842 $3,005
613264956 1

2/12/67 $104,421 $21,070
863314318 12/9/67 $77,624 $25,460
435274100 12/7/67 $8,247 $5,200 $3,068 $3,886
780623514 12/6/67 $21,390 $4,552
189352901 12/5/67 $15,292 $15,190
214266135 11/30/67 $52,248 $178,076 $2,850
538324864 11/29/67 $26,119 $7,210
475739136 11/28/67 $71,738 $223,313 $5,750
191525476 $119,331 $363,888 $29,230 $12,636
769060986 11/26/67 $2,177 $13,150
775670939 1

1/25/67 $107,482 $304,014 $27,170 $8,303
579830912 11/23/67 $6,068 $56,199
828410345 1

1/17/67 $27,388
679696266 $69,557 $244,291 $11,660
124958832 11/10/67 $51,346 $167,536 $16,650
343295707 11/9/67 $54,464 $197,379 $6,474
390775499 11/6/67 $136,758 $378 $18,380 $28,038
889138628 11/3/67 $17,545 $8,240
414657804 11/2/67 $7,308 $26,020 $10,626 $6,506
675010127 11/1/67 $47,950 $187,841 $9,490
858960839 10/28/67 $16,118 $6,380 $7,223 $3,960
750473096 $66,841 $5,732
732159848 10/24/67 $6,622 $5,692
878227949 $17,453 $143,763 $13,250 $35,363
545659679 10/17/67 $89,286 $4,376
643664091 10/16/67 $189,093 $33,600 $37,394
770856594 $97,645 $328,265 $20,900
637766996 10/15/67 $52,469 $1,347
869315067 10/4/67 $34,368 $142,365 $7,640 $6,879
387353541 $81,772 $19,460 $12,338
826585744 10/2/67 $53,194 $19,660 $8,085
926290080 9/24/67 $42,018 $124,856 $18,600 $4,746
285392571 9/23/67 $11,898 $118,273 $10,700
742940753 9/16/67 $9,050 $10,152
341171934 9/15/67 $59,905 $197,120
819408118 9/12/67 $29,206 $146,212 $13,390 $4,447 $7,776
636103468 9/10/67 $8,824 $91,593 $9,280 $4,409
281542305 $1,491 $2,922
753362995 9/9/67 $14,744 $613
483773370 9/4/67 $4,060 $9,170
103155388 8/26/67 $72,188 $229,982 $9,790 $3,176
863511602 8/23/67 $30,955 $111,256 $7,800 $2,832
718504207 8/22/67 $67,399 $185,061 $11,520 $2,457
933455313 8/19/67 $109,683 $276,821 $15,670 $30,571
544496384 $36,179 $106,892 $13,030 $4,307
293955951 8/15/67
317546709 8/12/67 $60,950
523618961 8/7/67 $9,830 $7,644
617243138 $2,800
909739306 $11,810
157905051 8/3/67 $64,184 $5,273
345782924 7/31/67 $10,120 $3,928 $2,398
421666749 $15,300
129253886 7/30/67 $14,846
278117764 7/27/67 $11,990 $6,867
114428762 7/25/67 $75,512 $20,760
513079291 7/24/67 $68,288 $256,646 $5,790
169886448 7/23/67 $62,615 $184,803 $24,660 $2,130 $4,090
473457608 7/15/67 $30,770
240790203 7/13/67 $126,678 $325,815 $20,480
656651027 7/9/67 $77,222 $12,420
676889178 7/4/67 $219,966 $19,680
424397474 7/3/67 $8,404 $78,995
284930865 7/2/67 $16,720 $98,989 $16,700 $45,357 $3,970
459965968 6/27/67 $36,763 $175,960 $6,550 $7,475
975156792 6/25/67 $4,564 $13,810 $7,802
156273028 6/22/67 $70,053 $24,100 $4,980
558322880 6/21/67 $67,229 $11,420
653241899 6/20/67 $40,536 $96,634 $8,750 $5,267
565599345 6/17/67 $62,507 $175,142 $32,090 $42,535
487726673 6/14/67 $76,985 $19,500 $6,762 $1,444
801044623 $5,768 $5,280
400341723 $9,060 $2,956
190656733 6/9/67 $76,582 $11,500
990805192 5/25/67 $53,770 $183,951 $12,900
939647221 5/24/67 $15,680
135262032 $16,976
245250216 5/22/67 $92,192 $5,432
789023688 5/21/67 $76,002 $232,538 $12,300 $8,223
829186956 $24,506 $117,746 $3,585
609055463 5/17/67 $112,094 $15,550 $2,943
975332727 5/13/67 $39,144 $5,410 $23,418 $1,900
320819841 5/12/67 $466,804 $30,470 $6,042
540287284 5/11/67 $213,376 $10,750 $7,476
507160379 5/10/67 $133,640 $6,760 $4,211
795234696 5/7/67 $38,500
935506626 5/3/67 $35,793 $19,960
239967208 5/1/67 $23,660 $4,415 $2,528
788046179 4/26/67 $37,895 $8,490 $6,073
987558995 4/25/67 $34,660 $17,590 $13,154 $3,801
700233804 4/23/67 $36,343 $156,621 $3,540 $6,445
593071125 4/20/67 $193,566 $7,080 $3,829
415678318 $93,741 $3,132 $4,324
921194732 4/17/67 $31,275 $118,160 $10,030 $4,486
944995151 $12,790 $4,514 $2,885
743420806 4/8/67 $21,204 $13,450
643341496 4/4/67
551047918 3/29/67 $77,949 $222,584
639926243 3/24/67 $63,720 $18,010 $39,833
561265925 3/22/67 $84,255 $260,802 $16,050 $2,253 $2,121
252391842 3/20/67 $70,298 $11,730 $5,715 $1,882
858241620 3/18/67 $21,357 $3,640 $8,037
624785271 $57,511 $207,946
568001572 $49,920 $9,690
512608819 3/17/67 $12,500 $3,983
920909215 3/14/67 $27,053 $137,180 $4,210 $1,026
820901321 3/7/67 $10,740
462201818 $86,380 $28,710
540419722 3/6/67 $37,320 $157,137 $7,600
681782700 3/3/67 $74,702 $183,767
825326945 3/1/67 $27,585 $79,871
590568372 $4,750 $4,074 $3,432
448082530 2/28/67 $107,325 $10,350
423756373 $7,100
678747298 2/22/67 $57,583 $213,828 $15,950 $4,365 $1,102
345427095 2/21/67 $27,582
653668577 2/20/67 $4,478 $6,780 $7,181 $2,891
909253474 $23,504 $86,581
629986319 2/17/67 $25,749 $128,717 $8,864
928820753 2/16/67 $50,522 $6,691 $2,474
601548733 $8,659 $31,073 $1,398
814071215 2/13/67 $35,119 $173,478 $13,270 $34,233
106168047 $143,531 $8,370
418115895 $9,682 $84,057 $27,790
367817307 2/10/67 $108,287 $3,868
161044089 1/31/67 $143,195 $346,009 $23,860
242120693 1/27/67 $27,462 $11,630
396155881 $86,502
193961749 $86,539 $305,557 $13,350
825307911
657541703 1/22/67 $20,430 $1,718
634146634 1/21/67 $111,655 $18,430
861732800 1/19/67 $71,791 $207,232 $15,100 $4,430
241003301 $71,276
484612270 $22,243 $19,470 $35,577
985294873 1/11/67 $21,400 $14,790 $6,373 $4,007
877077415 1/7/67 $76,767 $5,330 $3,319
683445048 1/5/67 $26,933 $141,200 $8,040 $23,659
962987978 1/4/67 $28,430 $4,340 $39,168 $2,777
113581636 12/29/66 $21,944 $128,776 $7,270
927917189 $6,890 $36,000 $3,429
286867723 12/27/66 $60,050 $212,562 $11,480 $17,493 $5,395
467621156 12/25/66 $17,700 $77,907
433594925 1

2/24/66 $2,270
415036255 $52,466 $187,881 $6,750 $582 $2,940
313354299 12/21/66 $13,847 $129,852 $6,080 $2,321 $3,559
868965013 12/20/66 $85,402 $11,180 $5,924
988137954 12/14/66
765829169 12/13/66 $9,640
734134365 12/10/66 $42,667 $8,130 $5,398 $4,405
590694507 $42,139 $143,454 $22,000 $5,396 $6,597
537229917 $100,057 $215,744 $11,250
659011877 $51,554 $13,990 $2,551 $6,040
268754370 12/6/66 $54,968 $146,784 $10,040
796439899 12/5/66 $77,021 $196,820 $10,400
171604252 1

2/3/66 $4,196 $4,995
739877650 1

2/2/66 $19,063
198696040 12/1/66
163448664 11/24/66 $22,901 $87,839 $1,282
312531038 1

1/23/66 $14,937 $126,561 $4,890
246313398 1

1/16/66 $25,037 $14,280
946829322 $46,867
852960002 1

1/12/66 $79,118 $228,495 $4,800 $28,216
328776010 1

1/7/66 $13,812 $5,181
611254696 1

1/6/66 $52,705 $160,953 $22,640 $6,153
187527129 1

1/5/66 $92,052 $295
394856131 10/30/66 $16,502
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977781217 10/27/66
524723861 10/26/66 $53,041 $147,510 $19,240 $4,445 $2,439
381033970 10/24/66 $18,196 $8,510
237551344 10/23/66 $185,796 $9,120
948401628 10/18/66
551919741 10/17/66 $25,544 $4,050 $3,971 $1,736
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569530856 8/28/66
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797152652 $16,280
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379733158 $86,321 $227,138 $29,160
630739158
528645272 $26,750 $48,873 $3,949
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164704937 $40,071 $8,810
600207707
508166452 7/16/66 $169,916
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526996610 7/5/66
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216306395 6/16/66 $83,983 $11,360
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377327489
511641322 6/14/66 $72,968 $188,061 $19,000
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345902370 6/10/66 $40,990 $151,286 $4,729
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385213372
366504983 $20,280 $26,914
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657159301 $25,280
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284936265 $32,708 $31,040 $7,343 $2,375
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157328716 $16,670 $1,051 $3,966
780971496 $40,205 $3,226
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355424099 $1,794 $3,419
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430973261 4/23/66 $23,514 $105,036
247360673 $7,560
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929127687 $31,530 $9,620
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705771418 4/18/66 $53,598 $11,410 $9,867
637471742 4/13/66 $157,263 $36,480 $4,597 $10,839
105575933 4/12/66 $77,719 $4,589
953052338 $58,086 $192,350 $10,820
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320218442 4/4/66 $21,990 $144,045
369333328 4/2/66 $113,498 $305,456 $6,974
343590951 4/1/66 $66,803 $193,201 $14,390
490900417 3/29/66 $68,811 $8,670
228096526 3/28/66 $49,121 $222,342 $12,170 $3,055 $3,527
526405035 3/26/66 $91,434 $258,169 $9,347
312009891 3/24/66 $14,369 $142,305
974358346 $32,280
858683742 $119,869 $23,410 $26,363 $8,535
940329425 3/23/66 $92,707 $6,570 $10,388
660790733 $118,861 $270,664 $16,690
372794936 3/22/66 $262,750 $18,870 $40,521
160209330 3/21/66 $50,086
524152266 3/20/66 $57,334 $196,083 $10,900
156546932 3/15/66 $46,376 $189,029 $11,040
359255045 $77,951 $226,375 $22,310 $8,294
681155464 3/14/66 $93,258 $291,200 $4,538
622563900 3/13/66 $158,124 $366,033 $20,610
542578274 $167,208 $34,993
997845692 $86,451 $261,276
774935965 3/10/66 $34,200 $23,460 $4,675
472171097 $6,610 $4,502
792869180 3/9/66 $6,607 $26,940 $11,963
580809578 $12,580 $2,421
286400677 $15,770 $677
116348925 3/4/66 $30,885 $142,220 $6,772
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891586519 $79,726 $223,536 $18,960 $27,679
394039668 2/23/66 $28,853 $181,865 $4,390 $11,580 $3,357
859528553 $17,340
868005532 2/22/66 $112,762 $274,953 $33,490 $7,239
577715102 2/16/66 $7,838
559176668 $10,794 $2,705
845916445 2/15/66 $60,707 $208,744 $2,714 $3,976
493093451 2/12/66 $110,190 $12,520
523932298 $41,583 $145,551
378203664 $12,510 $122,649
225825398 1/31/66 $31,675 $159,621 $9,130 $32,882 $7,719
883119431 $40,518 $20,090 $29,738
514503114
668353489 1/30/66 $74,409 $243
172690288 1/28/66
999624510 1/26/66 $39,584
409349938 $64,786 $4,979
206613263 1/21/66
180619343 1/20/66 $67,776 $210,356 $22,450
915295246 1/19/66 $12,921 $129,916
235358242 $60,049 $196,524 $25,300 $1,552
188594893 1/17/66 $132,410 $339,695
484411309 $6,100 $6,316
750720424 1/14/66
204464534 $58,195 $173,288 $8,090 $504
599691090 1/13/66 $21,460 $27,960 $2,706
388849318 $7,810 $31,379 $3,440
156969013 1/11/66 $4,436
377557702 1/8/66 $15,990 $22,285
763448990 $45,680 $19,040
800918267 $66,604 $11,460 $3,351
111697773 $112,943 $307,155 $16,090 $6,868
846301556 $33,392 $161,864 $8,140 $4,057
467980193 $74,138 $263 $13,640
839030765 1

2/28/65 $110,125 $308,850 $14,190
933933577 1

2/24/65 $39,662 $11,470 $2,248 $45,338
841434230 1

2/23/65 $9,530 $10,270 $1,108
813256121 $101,222 $24,710 $898 $4,249
651481557 12/20/65 $92,261 $13,380
130461195 $28,329 $8,010 $5,672
581686591 12/17/65 $54,109 $198,173
774265395 $92,992 $5,110 $5,779
565966701 12/16/65 $91,549 $269,268
310605326 12/14/65 $79,606 $225,962
395704167 $23,953 $10,650 $32,044 $8,363
203173631 $12,067 $119,691 $2,298
295523002 $1,118
254496973
729902268 $16,930
826407002 12/6/65 $92,904 $264,763 $14,060
332439923 12/4/65 $4,562 $55,632 $9,650
641213327 11/28/65 $46,453 $166,667 $6,150
273751904 1

1/26/65 $51,179 $221,920 $19,050
819361442 11/25/65 $6,503 $76,221 $12,480
911064724 1

1/21/65 $45,893 $189,452 $18,990 $29,781 $16,372
587188462 11/20/65 $58,710 $1,332 $5,987
811206337 $82,928 $8,170
764045266 11/18/65 $57,492
524504082 11/17/65 $53,914 $209,691 $27,620 $2,199
978104955 $6,953 $56,355
139670627 $161,846 $32,020 $28,495
394423719 11/16/65 $80,475 $222,266
857160592 11/15/65 $343,404 $19,190
465755274 11/14/65 $22,160 $11,132 $14,386
690311160 1

1/7/65 $17,069 $77,863 $13,510
432339307 $114,423
720272063 1

1/6/65 $47,689 $143,574 $25,040 $3,964
159042380 1

1/4/65 $63,367 $167,276
809639355 10/30/65 $74,744 $3,883
280274755 $8,272
941570065 10/27/65 $37,364 $173,675 $8,640 $43,725 $3,066
664268614 10/26/65 $4,273 $2,596
576028532 10/24/65 $57,244
326507757 10/21/65 $115,617 $257,496 $13,060
100560602 $72,641 $230,443
643533589 10/20/65 $14,194 $87,034 $2,920 $24,767 $7,786
807954236 10/19/65 $20,490
699136691 10/18/65 $54,853 $18,480 $31,830
328177095 10/17/65 $26,128 $140,038 $29,050
486684084 10/15/65 $31,052 $116,137 $13,700 $5,884
520426259 10/12/65 $24,380 $122,245
657591492 10/7/65 $61,220 $237,329 $4,402 $5,236
863456137 $2,610
192104175 10/6/65 $87,295 $264,318 $32,190
355832827 10/5/65 $38,362 $5,340
763387978 10/2/65 $91,832 $291,888 $24,910 $4,317 $4,234
570854244 10/1/65 $28,088 $121,722
945815523 9/30/65 $31,810 $1,157 $8,138
493989719 9/26/65 $33,538 $8,250 $38,845
574588601 $8,623
127228244 9/23/65 $27,434 $120,044 $13,610 $4,652
513568798 9/16/65 $26,550 $33,961
398980180 9/15/65 $7,806 $5,804
814022117 9/14/65 $34,019 $91,875 $8,300
358232664 9/2/65 $102,728 $310,619 $6,033
440923758 9/1/65 $27,581
752012683 $76,847 $2,908
837365435 $15,890 $4,631 $5,586
507505213 $18,077 $104,851 $19,270
123085640 8/27/65 $33,197 $123,199
655047172 $43,821 $205,035
899351459 8/26/65 $86,323 $266,214 $6,270
958112864 8/25/65 $109,200 $306,724 $17,840
102075727 8/23/65 $13,630 $17,880
399000444 8/20/65 $17,698 $137,278 $6,670
538271047 8/19/65 $45,384 $187,731 $9,810
816695015 8/18/65 $71,592 $31,410
644966157 $408 $4,940
846351668 8/17/65 $29,707 $133,725 $8,020 $6,109 $4,994
821733590 8/14/65
754302118 $38,888 $5,082
781475746 8/12/65 $49,098 $182,986 $5,265
943325374 8/11/65 $69,318 $238,256
316415698 $44,572
996930929 8/8/65 $66,358 $11,740 $1,800 $5,711
978360846 $74,356 $233,461 $5,926
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207745885 8/3/65 $127,167
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407825125 8/1/65 $36,648 $159,565
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362689784 7/23/65 $2,785 $1,780 $2,989
687282640 7/22/65 $5,720 $4,005
696446324 7/16/65 $48,292 $154,000 $3,685 $2,175
418816437 7/12/65 $37,806 $173,130
965801752 $1,324
353287153 6/30/65 $121,279 $325,518
579102735 6/29/65 $26,777 $1,620 $9,769
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598905395 6/15/65 $62,708 $233,154 $18,000 $51,345 $854
635877404 $39,752 $148,049 $21,510 $6,025 $7,680
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317288784 6/11/65 $25,535 $99,326 $18,270 $30,146
212731931 6/10/65 $9,699 $107,132 $18,120 $6,801 $5,316
619545750 $88,882 $264,963 $3,548
674723348 6/8/65 $6,010 $6,682
345155714 6/5/65 $79,445 $12,840 $5,664
424871517 6/4/65 $35,136 $121,175 $15,330
936836236 6/3/65 $8,220
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173704145 5/22/65 $133,937 $343,257 $18,290
899439285 5/21/65 $59,907 $185,912
193945954 5/20/65
829706254 $56,095 $186,866 $599
119208279 5/19/65 $129,682 $17,870
235374502 $8,903 $20,070
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961806040 5/5/65 $125,301 $17,430 $2,946
527607210 $91,963 $25,410 $3,535
475734257 5/3/65 $30,432 $138,584 $3,367
733002865 5/2/65 $7,581
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849505071 4/23/65 $9,670
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516716953 4/20/65 $49,923 $152,311 $34,700
747132980 4/19/65 $15,363 $18,660 $3,663
116434963 4/18/65 $960
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547941016 4/13/65 $20,299 $66,016 $18,140
931816761
132887473 4/12/65 $7,575
136008318 4/11/65 $59,972 $165,806 $23,040 $931
603413790 $16,436 $127,447 $23,320 $3,939 $4,878
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370230935 4/5/65 $105,554 $229,868 $5,300 $7,504 $1,165
834701010 3/30/65 $24,795 $86,848 $14,550
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592534211 $13,343 $155,171
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547860175 3/28/65 $50,401 $182,057 $14,470 $7,006
978847300 3/27/65 $58,946 $3,210
912827895 $165,026 $413,525 $20,100
985402503 3/26/65 $22,090
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313026443 $82,251 $215,483 $10,500
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143782280 $18,247 $15,480
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507582598 $24,897 $166,510 $7,390 $23,866
696028531 $70,103
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531346992 3/14/65 $14,903 $100,046 $5,403
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626825906 3/12/65 $16,167
357182255 $101,095 $307,596 $17,980
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815456332 $4,362 $6,510 $7,693
546252912 $33,865 $131,342 $16,350 $6,968
721183460 3/5/65 $19,742 $44,231 $3,336
558292378 3/4/65 $34,887 $156,214 $23,260
299758008 $84,128 $236,963 $13,310
949298430 3/3/65 $6,363 $53,477
207135892 $79,549 $232,259 $11,310
847203065 $28,902 $16,020 $4,442
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172415681 3/1/65 $96,579 $232,823
754336221 $118,064 $330,500
813308648 $147,478 $400,336 $24,350
921949722 2/27/65 $42,192 $152,848 $25,820
696541551 2/25/65 $113,195 $296,393 $4,975
980804523 $27,908 $136,439
962485714 $6,362 $18,830
192153428 2/22/65 $139,801 $386,903 $28,580
275445973 2/21/65 $62,044 $201,347
276973314 2/10/65 $159,559 $387,220 $42,560
524434334 2/9/65 $68,833 $183,087 $21,940
277957632 2/3/65 $44,653 $4,482
428321638 2/1/65 $18,211 $3,050 $1,729
680583529 1/29/65 $1,443
654578284 1/27/65 $85,128 $230,131 $2,911
289929782 $105,953 $31,310 $3,622
564982685 $54,208 $194,465 $1,682
977394464 1/12/65 $95,191 $269,159 $19,150 $7,248
674870696 $71,328 $203,768 $21,320
857613729 $6,876 $15,930
148328532 1/10/65 $28,698 $10,970
812736663 1/8/65 $41,816 $151,776 $15,630
269491393
833672642 $17,949 $100,773 $10,821
840651394 $121,861 $308,486
967080860 12/30/64 $25,989 $137,836
193146448 $21,868 $74,301
250393339 1

2/28/64 $14,942 $95,764 $12,030 $9,925
137613097 1

2/27/64 $79,957 $172,461
322834241 $14,769 $104,027 $17,570
758364838 12/26/64 $83,792 $261,803 $13,280
926126836 12/25/64 $45,931 $159,417 $13,750
972964126 12/23/64 $59,828 $10,880
514352450 1

2/20/64 $2,361 $4,568
901480718 12/19/64 $56,113 $163,622
203547610 1

2/18/64 $455 $17,510
467223468 12/15/64 $37,543 $180,907 $19,020
925914686 1

2/8/64 $88,760 $20,460
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925358969 1

2/2/64 $45,085 $157,612 $28,300 $8,990
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965517063 1

1/22/64 $62,978 $11,200 $2,501
511555140 1

1/21/64 $54,488 $216,444 $13,360 $4,470 $5,301
139862397 11/19/64 $30,337 $7,930
873757909 1

1/12/64 $75,659
532217280 $67,702 $181,552 $48,743
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694573673 1

1/6/64 $76,488 $233,303 $12,650
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848985093 10/17/64
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733161138 $18,047 $97,247
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202189522 $36,390 $5,666
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294649311 9/12/64 $116,733 $349,837 $10,623
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169786782 $6,330 $6,191
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728326830 8/27/64 $29,371 $4,860
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624778036 8/25/64 $89,889 $9,590
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404387040 8/17/64
306208598 8/16/64 $98,918 $23,740 $4,621
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637523075 8/13/64 $33,799 $148,536 $8,174
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144789046 7/14/64 $78,582 $185,020
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591650470 6/22/64
687821414 $88,117 $236,440 $17,400
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340970815 5/13/64 $32,601 $136,454
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291630839 $18,004 $15,290 $3,442
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584901842 4/2/64 $54,922 $181,427 $18,710 $33,276 $1,475
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184912424 $106,581 $30,080 $9,185 $12,789
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320864420 $8,746 $127,941 $5,370 $962
426056717 3/13/64 $64,379 $15,030 $8,351
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589873570 $22,533 $111,447
581381997 3/8/64 $77,126 $242,001 $11,510 $3,079
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450048206 $55,637 $744
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217984786 $15,234 $115,903 $7,535
246198086 $99,767 $16,870 $11,353
489064961 3/4/64 $27,396 $123,548
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266773210 3/2/64 $70,389 $182,499
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433690536 2/24/64 $62,971 $19,760 $7,908 $2,716
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799707204 2/17/64 $28,777 $116,463 $7,880 $2,531
998173610 2/12/64 $60,185 $17,730
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239493756 $69,943 $6,573
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710054792 $45,684 $173,040 $24,110
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856376364 1/30/64 $26,048 $28,370 $16,652
954693710 $22,543 $150,019 $7,250 $3,002 $4,198
824162409 1/27/64 $47,797 $41,303 $3,034
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584323878 $60,755 $11,080 $5,208 $4,091
537793096 $1,344 $14,960 $8,206
896720086
639011437 1/17/64 $70,274 $29,205 $6,686
246440275 $32,655 $148,303
582480806 1/16/64 $75,165 $253,077 $4,943
846953999 $25,273 $131,584 $6,740
359962086 1/15/64 $82,478 $273,153 $15,790
237987339 $105,367 $15,540
454096136 1/13/64 $10,994 $103,798
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403791393 $64,530 $5,202 $6,087
989593459 $50,872 $190,621 $14,980 $35,500
524537578 1/10/64 $24,696 $7,470 $4,350
663695643 1/7/64 $78,021 $223,694 $12,800
389629322 $9,624 $4,027
129441176 1/3/64 $165,624 $30,030
959668011 1/2/64 $82,082 $263,271 $15,280 $21,014
840280134 1/1/64 $129,612 $5,002 $7,939
200305818 12/30/63 $86,997 $234,307 $28,700 $6,459
691542309 1

2/26/63 $172,856
744575809 1

2/22/63 $55,424 $16,260
687168829 12/17/63 $26,625 $5,360
706471570 12/15/63 $64,890 $12,760
539886454 $1,886 $55,001 $12,690 $3,692
424217136
540430965 12/14/63 $99,325 $253,542 $20,870 $1,994
779608172 12/12/63 $223,333 $13,230 $4,292 $3,649
472803377 1

2/11/63 $78,260 $259,867 $6,011
454600726 12/10/63 $84,393
252225692 1

2/9/63
659028636 12/8/63 $154,577 $397,868 $20,450 $4,645
138933188 1

2/4/63 $77,303 $206,251 $16,880
917110378 $43,222 $199,576
118447238 1

2/2/63 $55,578 $173,187 $22,230 $5,165
581088047 12/1/63 $43,011 $115,957
376861972 1

1/30/63 $114,506 $293,583 $16,450 $11,156 $5,689
757251016 11/29/63 $20,590 $24,139
278593299 1

1/28/63 $67,075 $216,740 $28,680
930472196 1

1/27/63 $43,196 $166,154 $16,430
107400887 $142,997 $333,140 $27,320
174424578
869074576 $20,717 $5,179 $3,200
177771789 11/26/63 $3,969
404637672
885588526 11/18/63 $71,424 $224,831
701301089 $119,496
304835399 11/12/63 $78,379 $240,848 $7,419
311903412 1

1/11/63 $149,140 $399,270 $27,207
757484636 11/10/63 $30,071 $152,771
223439364 11/9/63 $84,674
241104507 $95,942 $17,070 $2,124
763436877 1

1/7/63 $78,760 $12,980 $32,996
854778459 1

1/3/63 $79,457 $213,122
260954417 1

1/2/63 $75,263 $207,877 $16,560 $5,831
904045102 1

1/1/63 $33,294
348173291 10/30/63 $110,873 $24,730 $5,967
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607345760 $9,000 $37,689
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381443570 10/27/63 $100,095 $17,520
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693940648 $36,756
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746202302 10/11/63 $127,935
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475477861 10/7/63 $7,205 $4,042
324675101 10/6/63
591794807 10/4/63 $46,195 $218 $20,530
436232845 9/30/63 $60,097 $173,562 $28,040
316632783 9/29/63 $10,910 $8,255
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350039677 9/21/63 $131,335 $352,524 $28,490
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560461762 $64,599 $189,527 $21,490 $5,846
978267699 9/18/63 $82,780 $5,999 $5,943
164068594 9/17/63 $20,891 $134,406 $2,949 $3,644
898620606
935332725 9/16/63 $17,663 $134,466 $20,020
472860745 9/14/63 $18,550 $725 $2,265
278236350 $2,481 $18,774
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126965374 9/13/63 $68,436 $2,680
304708629 $78,948 $194,294 $12,990 $39,424
491376874 $77,526 $262,675 $12,850 $8,271
146388904 9/10/63 $48,741 $210,875
501939093 9/9/63 $38,317 $3,008
697028077 9/8/63 $73,430 $235,484 $12,440 $33,999
776592152 9/6/63 $19,790
663675028 9/4/63 $23,232 $136,943
799512185 9/2/63 $83,757 $271,204 $16,140
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373594023 8/29/63 $66,630
904134719 $243,072 $16,480
529083989 $23,372 $2,722
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263633470 $19,217 $120,635
997934017 $89,112 $24,370
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636187799 8/25/63 $41,674 $5,436
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482588133 8/22/63 $166,406 $410,930 $25,020
272073882 8/21/63 $127,079 $308,335 $33,200 $952
477486212 $32,646 $173,200
218160343 8/20/63 $25,282 $11,160
935414520 8/18/63 $19,934 $10,790 $7,797
259861342 8/16/63 $28,326 $145,411 $26,280 $39,535 $8,662
937954632 8/14/63
655592766 8/13/63 $39,019 $182,970 $1,414 $4,440
199870103 8/12/63 $30,884 $184,656 $11,090
964263014 8/11/63 $34,057 $204,508 $7,345
787327929 8/10/63 $17,085 $4,070
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625048258 8/4/63 $50,750 $10,170 $5,877
287855605 $103,138 $290,185
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238792740 $35,990
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483421284 7/30/63 $109,631 $277,683 $29,960 $7,443
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531946433 $38,190
174447258 $9,850 $23,642
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439592217 7/26/63 $43,680 $164,455 $6,121 $3,116
214486603 $45,451
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145758026 7/23/63 $88,236 $12,536
374635081 $4,432 $2,494
395309595 7/21/63 $38,946 $201,598
492010621 7/19/63 $30,033 $107,743 $16,310
755515614 $64,755 $244,414 $23,420 $3,174 $3,636
622037701 7/16/63 $37,869 $160,542 $5,290
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453714999 $160,878 $357,482 $21,260
614450306 7/14/63 $21,873 $118,100
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854320766 $34,658 $191,264 $8,290 $30,192 $5,984
505484170 $24,600 $706
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821131112 $111,446 $16,240
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179451939 6/30/63 $51,358 $178,375
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180932027 $41,424 $615
212046778 6/27/63 $18,700
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680427644 6/23/63 $27,693 $130,324
345116595 $4,765 $2,998
178404225 6/22/63 $39,400 $152,463 $2,034
239035410 $37,452 $187,054 $35,720
895848287 $14,418
673220648 6/21/63 $93,067 $10,810 $3,489
711576379 6/19/63 $119,233 $7,054
370061142 6/17/63 $10,632 $16,290
903920389 6/10/63 $79,801 $23,110 $4,993
944049854 $24,810 $5,524
777327963 6/8/63 $67,775
747185392 $28,989 $191,192 $21,520 $5,971
360445031 6/4/63 $204,373 $3,423
825440881 6/3/63 $34,329 $156,793 $8,530 $743 $5,013
500794300 $15,358 $125,216 $24,480
709878931 6/1/63 $99,247 $27,080
588036814 5/31/63 $143,787 $16,990
280252922 $76,845
413101688 5/30/63 $26,981 $122,302 $14,410
281204213 5/28/63 $69,714 $201,852 $597 $4,171
293149225 $104,424 $13,190 $6,032 $5,937
249402525 5/26/63 $131,090 $360,638 $32,430 $6,514
630525526 5/25/63 $134,361 $356,290 $18,540
482187792 $20,921 $124,116
780713529 5/23/63 $35,676
899368233 5/21/63 $145,803 $30,370 $5,872
471976868 5/20/63 $51,626 $168,683 $31,480 $1,007
346852347 $3,317
461588931 5/19/63 $80,765 $191,252 $13,840
400749431 $6,988
782292834 5/18/63 $53,169 $3,698
935867775 5/17/63 $32,474 $108,745 $8,350 $5,282
959634022 5/11/63 $300 $17,990
197392750 5/9/63 $2,647 $15,340
903923948 $66,335 $241,407
425859022 5/8/63 $19,341 $118,468
929851024 5/4/63 $32,666 $149,170
721613166 $2,690
575753969 5/3/63 $91,729 $307,043 $16,220 $8,048 $42,499
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627559998 5/1/63 $77,950 $9,510 $2,987
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630220911
574525447 $16,610 $7,354 $6,885
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845392376
591268047 3/23/63 $103,076 $269,435 $4,035
141066815
417626394 $11,750
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891950988 3/13/63
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394219270
981970648 $36,844 $21,660 $20,731 $8,060
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302593747 2/19/63
305931566 2/13/63 $62,419 $197,290 $16,850
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229552505 2/7/63 $66,859 $7,841
109466732
166804588 2/5/63 $33,274 $810
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823520377 1/15/63
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520518337
995041222 $48,710
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880130270 1

2/27/62 $9,880
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496408149 1

2/25/62 $24,652 $101,872 $7,570 $4,615
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193767916 1

2/22/62 $64,947 $34,920 $1,985
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2/14/62 $6,018 $4,286
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2/11/62 $20,765 $3,887
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536120916 1

2/3/62 $6,528
674943646 1

2/2/62 $75,587 $3,753
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808408273 1

2/1/62 $13,509 $1,468
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1/30/62 $69,434 $230,609 $3,860
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1/28/62 $53,476
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355641072 1

1/26/62 $44,977 $119,567 $14,780
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587820528 1

1/21/62 $6,848 $15,020
407305598 1

1/20/62 $85,731 $4,002 $7,161
475405145 1

1/19/62 $101,077 $22,850
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1/18/62 $87,659 $217,976 $26,180
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603689366 1

1/11/62 $28,284 $112,574
475093515 1

1/8/62 $76,100 $204,139 $19,860
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584472535
295592853 9/30/62 $123,520 $383,731 $17,550
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441695572
996064843 $122,598 $307,051 $28,800 $2,075
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104129333
454722800 9/2/62 $107,937 $297,539 $19,130 $2,487
351044675
394222343 9/1/62 $102,604 $276,929 $5,222 $4,451
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230832309 7/21/62
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248491112 5/12/62 $24,447 $143,909
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659534085 $80,576 $245,635
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323044803 $104,539 $314,427 $26,230 $5,046
593169308 5/6/62 $55,076 $245,993 $16,400 $6,872
271965858 5/3/62 $28,907 $162,439 $4,383
816190214 5/1/62 $95,102 $5,150
408914935 $90,224 $29,330 $9,512 $6,480
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223840382 4/28/62 $17,372
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749173075 $55,922 $5,580 $12,048 $7,552
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177256807 4/21/62 $26,816 $30,605
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176050020 4/16/62 $72,314
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271440695 4/13/62 $78,124 $13,010
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102133550 $33,216 $30,340
178032567 $92,633 $268,718 $33,220
498300738
656575064 4/10/62 $87,762 $277,357
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601490507 4/8/62 $7,421
371116716 $65,402 $202,381
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609308074 $34,052 $124,094 $14,000
444449505 3/30/62 $49,500 $178,997
137522058 3/29/62 $125,309
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926511033 $123,358 $325,560
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273943885 3/20/62 $135,035 $353,160
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306160036 3/18/62 $30,848 $160,731 $31,500 $7,957 $3,425
217662831 $16,829 $150,388 $23,830 $5,159
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349318181 3/14/62 $48,252 $167,093
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398546329 3/8/62 $42,878 $158,179
545147439 3/6/62 $80,883 $982 $2,753
471643700 $82,444 $226,818
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978557178 $4,503
252967859 $62,894 $245,334 $23,120 $36,320
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153545832 $47,554 $150,128 $18,230
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308805740 $17,197
504444613 $182,713 $429,722
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373261098 $9,270 $4,580
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352649120 $31,725 $148,396 $3,810
170011704
863630346 $56,637 $177,360
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291622639
729953021 2/10/62 $205,211 $2,718 $4,804
672629749 $48,737 $224,515
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497513980 2/9/62 $235,987 $11,270 $2,471
602849493 $32,053 $18,930
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509233304
894032570 $89,343 $251,826 $6,265 $3,643
558248432 $54,349 $212,419 $10,630 $1,381
155659085 $22,148 $3,904
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376185829 $38,128 $139,340 $23,350 $1,901
270189264 $39,777 $123,004
773204000 1/24/62 $133,335 $21,740 $975
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338835301 $43,290 $158,771 $23,640
611989870 $6,478 $114,124
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637241767 $45,282 $170,166 $7,136
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172209796 1/15/62 $14,349 $104,061
814888345 1/14/62 $113,153 $281,454 $38,340 $3,841
783481891 $45,147 $199,373 $23,588
879577406 $96,188
844783698 1/10/62 $49,340 $191,449
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155657211 $35,377 $170,101
835342663
129595966 $53,840 $162,697 $2,577
750808767 1/7/62 $24,933 $112,656 $5,095
467433592 1/6/62 $9,664 $147,749
379420370 $16,238 $65,155 $1,498
645544228 $5,342
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128041568 1

2/26/61 $55,341 $180,901 $19,220 $12,204
928538779 $85,292 $227,344 $13,730
474202084 $38,200 $167,131 $5,824
252383717 12/24/61 $93,094 $14,710
684760506 1

2/22/61 $6,398 $109,751 $5,840 $6,247
698803371 $158,489 $415,676 $1,137
269888962 1

2/21/61 $41,486 $16,210
388511015 $39,324 $151,114
328886612 12/20/61 $74,246 $237,469 $5,326
488559441 $72,447 $230,332 $23,670
427491852 12/19/61 $86,754 $31,966 $1,483
286289049 12/17/61 $27,606 $94,925 $7,278
308840382 $40,091 $154,672
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767141342 12/14/61 $107,961 $333,680 $16,970 $2,374
538734962 $93,766 $7,060 $1,757 $1,834
399920841 $24,850
240502031 12/10/61 $40,924 $203,314 $9,290 $539
989545146 1

2/8/61 $79,846 $3,903
816982914 $28,292 $14,600
421016281
806989088 1

2/6/61
306173198 12/5/61 $73,897 $244,387 $16,390 $34,941
107012374 1

2/4/61 $112,814 $361 $25,630
942119761 $54,416 $186,564 $15,800
544407160 1

2/1/61 $31,722 $127,110 $12,660
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1/30/61 $18,127 $129,798 $2,745
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170493931 1

1/27/61 $97,671 $257,408 $22,660 $1,371
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1/26/61 $24,672
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1/25/61 $17,589 $132,645
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1/18/61 $101,120 $246,196 $28,220
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1/17/61 $30,735 $136,298
612544945
335543583 1

1/13/61 $114,212 $249,564
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1/10/61 $17,028 $5,511 $5,905
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1/9/61 $15,889 $95,776 $30,050 $13,182 $7,919
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957701987 11/8/61
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1/6/61 $2,149 $72,889
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389855447 1

1/2/61 $10,486 $66,515
154172197 1

1/1/61 $58,193 $199,571 $26,650
976245637 $81,024 $223,678 $21,480
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145215522
103716673 10/27/61 $25,835 $109,685
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596947864
722118060 $20,148 $14,850
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691096026
600523213 9/25/61 $48,207 $179,539 $22,180
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416323389 $93,840 $233,716
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288550957
438719965 $15,413 $91,720
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738514806
322542088 7/19/61 $22,319
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282480919
642011895 7/5/61 $60,026 $2,353
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135256948 $26,537 $144,593 $4,863
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823447640 6/24/61
679847379 6/23/61 $64,160 $21,530 $1,913 $3,386
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586249930 6/12/61 $21,001 $110,313 $6,055 $2,746
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123484585 $50,104 $241,191 $6,384 $5,610
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741904650 6/5/61 $24,417 $148,217 $10,192
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714975840
130771906 $7,052
416557504 6/2/61 $47,366 $1,804
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412763510 $83,053
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413283555 5/24/61 $23,221 $108,815
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376961871 $86,648
221704190 5/23/61 $77,505 $201,937
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354846718 $9,330
542697609
672118807 $57,833 $160,429
477498582 5/20/61 $730 $98,248 $13,830
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815529041 5/17/61 $34,984 $165,512 $22,400
877852914 5/11/61 $44,575 $164,145 $3,787
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464586749 $39,547 $129,938 $27,940
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781602707 4/29/61 $54,064 $201,418 $2,307
624357239
330217596 4/28/61 $140,599 $365,669 $19,360
343567637 4/27/61 $296,962 $27,800
935969600 4/26/61 $172,670 $455,410
464269736 4/25/61 $37,580 $173,495 $5,260 $8,671
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764604590 $24,578 $141,220
736411219 4/20/61 $181,453 $460,598 $19,336
740858943 4/19/61
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336774450 4/6/61 $31,615 $151,255
118299854 $868
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239363955 4/3/61 $10,560
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341922814 $61,159
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333811608 $68,328 $1,011
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546723517 3/20/61 $100,355 $28,670
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366616739 $30,433 $137,925 $12,560
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326531306 $23,297 $7,630
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153847508 3/9/61 $19,207 $13,591
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331514888 $72,350 $199,487 $33,070
362167662 3/7/61 $22,938 $14,170 $9,785 $5,862
226264762 3/6/61 $112,581 $303,728 $33,656
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263322857 3/3/61 $43,851 $135,243
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315186215 2/27/61 $105,307 $281,950 $30,260 $1,696
674985202 $28,065 $112,596 $4,310 $781
557668282 $35,183
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373465504 $104,288 $19,450
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679249942 $77,830 $157,793 $9,937 $5,064
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386220470 2/12/61 $985
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191787556 $28,231 $182,332 $8,120
298811740 $19,122 $1,519
152116958 $79,678 $255,154
547779270 2/3/61
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286707770 2/2/61 $47,604 $212,673
221551275 $58,820 $181,915 $4,528
610873300 1/31/61 $72,864 $7,171
952729237
542389654 1/28/61 $62,290 $223,013
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960978594
537117113 $15,614 $104,999 $995
796061289 1/23/61 $23,536 $98,782
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957411599 1/19/61 $64,345 $10,210
286948129 $51,620 $10,460 $3,897
873716998 $45,468 $201,166 $30,600 $38,664
782588105 1/16/61 $9,173 $6,220
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139748038 1/15/61 $166,861 $6,940 $4,491
838399183 $83,458 $232,182 $28,260 $9,298
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748529188
510964458 1/5/61 $102,020 $5,306 $3,726
412504980 1/4/61 $83,304 $234,493 $17,600 $8,109
506683336 $16,160 $20,337
229441553 $90,596
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846264878 1

2/29/60 $38,212 $160,245 $22,320
127704738 $57,936 $203,583
872068767 1

2/26/60 $22,746 $192,479 $26,300
306770456 1

2/25/60 $125,157 $2,896
728566903
759392510 1

2/24/60 $428,605 $22,280
268461262 12/22/60 $92,917 $722
481366622 1

2/21/60 $149,453 $390,144 $20,250 $5,040
821977696 $103,951 $3,987
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347319371 1

2/20/60 $18,348 $92,593
551298495 1

2/19/60 $52,506 $210,236 $41,570 $10,584 $2,297
442177279 1

2/18/60 $37,769 $15,070
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575269932 $10,090 $6,753
647782674 1

2/17/60 $7,619 $22,630
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280171558 1

2/15/60 $81,976 $273,051
262884842 1

2/13/60 $29,699 $136,999
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206383960 1

2/11/60 $58,530 $238,054 $2,775
421492871 $50,978 $201,696 $25,080 $36,473
668593088 12/9/60 $91,424 $247,423
145313494 $87,708 $20,260 $934 $3,833
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697224297
171786916 $17,724 $147,657
378250181 1

2/7/60 $58,833 $193,644 $4,611
909666102 $20,750 $8,403 $2,856
497779081 1

2/6/60 $44,809
580106826 1

2/4/60 $143,199
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669838077 1

2/1/60 $141,365 $365,297 $31,140 $10,976
997165314 $126,747 $311,195 $3,381
504842581 1

1/28/60 $46,947 $150,812
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319173178 1

1/27/60 $60,107 $206,738
455419498 1

1/26/60 $148,642 $391,294 $20,880
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907919244 1

1/24/60 $2,726 $7,534
957918383 1

1/23/60 $27,419 $135,907
917933731 11/22/60
447835592 1

1/20/60 $74,705 $217,457
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261193561 1

1/17/60 $14,782 $127,970
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139740491 1

1/16/60 $90,212 $2,904 $1,185
975533723 11/14/60 $104,023 $323,456 $11,030
341697614 1

1/13/60 $70,862 $225,345 $5,005
190956966 1

1/12/60 $22,613 $10,940
817609602 1

1/11/60 $47,458 $20,270 $21,712
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442329305 11/9/60 $64,780 $22,050 $2,969
921509333 1

1/8/60 $35,362 $8,940
940257851 1

1/7/60 $134,576 $1,841
513826292 1

1/6/60 $20,075 $117,035
593186585 $90,635 $251,424
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1/4/60 $92,702 $276,313
109271585 1

1/3/60 $75,946 $229,313 $4,017
826278886 $89,712 $988
812073936 11/2/60 $52,052
554572874
266524570 1

1/1/60 $86,737 $231,682
973644750 $31,906 $141,079
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277928839 10/29/60 $134,460
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384982809 10/28/60 $26,454 $131,738 $8,050 $7,607
248205923 10/24/60 $10,666 $5,600 $3,766
579207902 $140,469 $351,523
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466632006
968943820 $10,206
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278006440 10/22/60 $111,240 $366,164
648717141 10/21/60 $84,464 $266,846
559910764 10/20/60 $158,683 $1,814
388288031 $94,726 $268,126
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994893406 $58,544 $215,542 $26,050
752382181 $94,059 $286,323 $4,914
769201935 $32,530
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376272599 $6,929 $79,415
387057769 10/16/60 $76,150 $219,917
142624691 10/15/60 $6,827
666280360 10/12/60 $69,514
831788144 10/11/60 $34,237 $108,663 $7,730
969253489 10/10/60 $39,512 $2,054 $1,634
473401332 10/9/60 $48,738 $214,103 $5,115
281287604 10/8/60
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352561426 10/7/60 $80,021 $264,048 $3,047
492256078 $9,500 $7,014
811385980 10/6/60 $33,893 $210,190
731555520 10/5/60 $30,119 $157,162 $8,410 $35,909
168760773 $30,394
509542433 10/4/60 $93,612 $268,445 $17,820 $7,905
213447729 10/3/60 $1,076
700390902 $43,971 $186,086 $16,540
760660662 10/2/60 $69,842 $197,667 $1,421
404557355 9/30/60 $178,545 $4,526
759676334 $55,246 $210,896 $9,011
884650320 $77,914 $234,761
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751113054 9/29/60 $153,236
185085813 9/28/60 $40,177 $120,876
623702501 9/27/60 $49,652 $208,319
434269666 9/25/60 $89,362 $243,922 $2,017
280488395 9/24/60 $57,744 $213,239 $11,170
337167589 $33,037 $118,221 $5,829
111046373 9/23/60 $50,891 $194,126
777437290 9/22/60 $51,814 $15,170 $5,446
264236945 9/21/60 $101,105
292301846 $103,142 $294,037 $33,399
685750993 9/20/60 $26,727 $148,853 $2,053 $1,433
440942348 9/17/60 $56,014 $234,014 $6,098
324051537 $23,370
739569118 $85,600 $4,948
159225567
876358258 9/15/60 $77,889 $217,053
230534863 9/14/60 $58,154 $205,760 $25,650
929631789 9/13/60 $192,426 $483,998 $33,460
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639550413
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177818735
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2/28/59 $11,009
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2/26/59 $33,727 $10,850
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2/17/59 $24,492
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817869376
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2/3/59 $51,091 $185,506
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1/30/59 $40,608 $176,832
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1/29/59 $55,771 $234,502 $4,855
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1/27/59 $14,677 $10,180
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1/15/59 $45,777 $199,049
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1/14/59 $30,363
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659885890
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354954796
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697986123
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902618699
102540356
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2/28/58 $21,340
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2/27/58 $123,290 $14,450
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2/26/58 $30,324 $11,590 $3,000
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2/16/58 $50,298 $152,956
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2/11/58 $262,533 $30,630
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763860430
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2/9/58 $430
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2/8/58 $44,029 $142,645 $9,900
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2/6/58 $43,489 $2,598
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2/5/58 $43,072 $120,442
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2/4/58 $168,365 $24,160
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2/1/58 $54,475 $158,491
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1/30/58 $21,733
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1/29/58 $37,128 $175,125 $4,728 $4,080
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1/19/58 $138,736 $19,370
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1/17/58 $154,796 $27,910 $4,858
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1/16/58 $29,829 $82,793
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1/15/58 $105,494 $282,125
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1/8/58 $9,536
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1/7/58 $55,867 $208,816
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372987443
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1/1/58 $12,285 $18,800
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416648514 10/8/58 $29,936 $30,540 $6,257
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630772376 $10,359 $75,321
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954332119 $119,109 $21,890
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189387756 9/14/58 $320,228 $17,160 $2,269
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522331344
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683926284 7/10/58
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212637156 $39,066 $171,066
208283404
844055130 7/5/58 $12,541
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704491669
678886755 6/27/58 $153,181
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267384417 $18,523
292814524 $21,589 $134,865 $25,700 $5,525
461637060 $90,319 $276,968
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337741529 6/7/58 $205,283 $33,800 $8,653
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573923214 6/2/58 $107,814 $282,778 $18,920
766797688 $22,642
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734052823
866923011 $147,588
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546479186
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702323046
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447546943
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2/27/57 $74,706 $26,530 $2,884
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2/25/57 $67,014
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2/24/57 $65,895 $248,403 $4,604
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2/23/57 $95,166 $306,407 $26,890
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2/22/57 $15,660
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150348815
391449251 $97,285 $235,369
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2/19/57 $112,913 $317,850
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2/13/57 $125,603 $280,181
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2/11/57 $211,617 $524,149
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2/10/57 $70,426 $209,877
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2/9/57 $49,662 $221,544 $19,730
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2/7/57 $67,216 $1,921
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2/6/57 $35,203
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2/4/57 $111,407 $320,420 $24,130
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2/3/57 $146,370 $381,878
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2/2/57 $32,437 $140,264 $19,820 $7,501
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2/1/57 $185,205 $480,262
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1/29/57 $71,303 $213,841 $12,730 $6,984 $2,275
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801025632
216365002 1

1/28/57
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1/27/57 $27,907 $152,144
981369669
449885215 $24,450 $4,033
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195118216
401818281 11/22/57 $79,190 $235,543
356626010 1

1/19/57 $110,386 $335,488 $3,524
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1/18/57 $61,618 $211,160 $13,220
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614505630 1

1/16/57 $89,052 $213,519
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1/15/57 $14,166 $23,280 $5,717
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1/13/57 $85,664 $258,771
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1/12/57 $59,142 $180,336
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1/10/57 $50,058 $7,488
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1/6/57 $211,174
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1/5/57 $38,519 $194,372
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1/1/57 $113,033
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232052645
342465019 $126,762 $5,279
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313964863
875581986 8/16/57 $42,589 $152,629
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838346682
691517062 6/16/57 $54,729 $181,515 $23,360 $2,641
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682778974
622634484 6/7/57 $74,549
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771240763
784238154 6/2/57 $74,412 $5,936
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502759531
167458959 5/22/57 $61,182 $201,094 $14,510
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615567241 $39,058
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454958984
574711372 $52,141 $152,990
330860126 $75,626 $246,952 $13,260 $5,754
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228164665 $182,462 $401,307 $40,630
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483051188 $90,937 $287,892
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667188922 4/28/57 $31,093 $159,141 $5,029 $16,798
543210271 $30,939 $153,954
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469999734
324278662 $64,735
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212568756 $131,050 $382,673 $23,300 $958
926859537 4/24/57 $130,454 $321,982
513938204 $36,463 $184,091
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813834567 $36,864 $104,136
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656211554 4/22/57 $82,660 $208,431 $9,770
394456396 4/21/57 $50,949 $227,129
616682940 $138,219 $327,627
400644926 $65,598 $4,332 $24,591
792931534 4/20/57 $67,003 $184,719
617191733 4/19/57 $50,519 $134,578 $18,490
877763949 4/16/57 $59,598
674925966 $98,515 $289,187 $4,208
595639902 4/15/57 $200,928 $513,817 $4,020 $2,931
192962349
521544863 $106,538
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472305175 4/13/57 $72,710
438205824 $38,770 $154,518
817753061 $40,036 $190,348 $9,700
434670518 4/12/57 $50,484 $177,222 $23,760
304222037 4/11/57 $95,538 $2,315
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205554687
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2/28/55 $72,357 $288,115 $23,190
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2/27/55 $91,877 $298,385
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1/24/55 $129,376 $361,375 $6,020
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1/14/55 $67,813 $252,457
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617229342
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397836737 $66,200 $223,960 $17,260 $629
943577025 1

2/27/54 $52,351 $229,463 $1,098
800715482 1

2/26/54 $42,393 $150,361
146323235 1

2/25/54 $40,825 $193,319 $1,019
715589491 $298,520
845498524 1

2/24/54 $68,081 $221,459 $47,837
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185110910 12/21/54
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2/18/54 $77,576 $261,611 $27,810
695148315 1

2/17/54 $60,448 $218,546 $7,540
254756918 1

2/16/54 $81,476 $243,539
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2/14/54 $160,877
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2/13/54 $148,528
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2/7/54 $24,197
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371938631 1

2/5/54 $28,833 $183,748
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2/2/54 $16,352 $134,164 $8,841
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123736601 1

2/1/54 $39,852 $125,283 $3,704
261706009 1

1/28/54
550604650 $108,375 $285,331 $39,360
969567576 1

1/25/54 $70,452 $12,950 $2,240
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1/24/54 $92,898 $264,737
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1/23/54 $33,385 $4,926
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1/18/54 $60,217 $8,284
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387545979 1

1/17/54
953549121 $70,232
362266837 1

1/15/54 $28,453 $126,662
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1/14/54 $129,556
924030001
135141719 $12,158 $22,410
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1/13/54 $24,178 $115,381 $9,197
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167751310 1

1/12/54 $20,094 $125,307
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379036828 1

1/8/54 $61,931 $213,530 $25,106
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1/7/54 $36,620 $158,714
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274129708 1

1/4/54 $31,497 $197,502
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712606486 1

1/3/54
846745925 1

1/2/54 $170,576 $7,097
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455532562 10/26/54
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496229800
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911240736
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234518802
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665171800
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736441867
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178149105
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328937540
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977577068 $87,420 $244,089
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994459625
107090435 4/9/54 $133,294 $5,762
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231266829
771177321 $32,596
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144132398
278676365
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551783404
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342542924
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194811391
970763299
857220392 $36,912 $34,514
418885898
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575635688
348777933
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409485046
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130482370
371948363 $316,587
202581462
950237847 $61,598 $202,760
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922505284
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981195095 $52,822
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264223784
300723679 12/31/53 $51,221 $166,715
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344564330
621436013 12/29/53 $16,082
687822721 1

2/27/53
586891229 $64,916 $232,064 $21,270
120361348 $30,870 $41,476 $4,303
428888106 12/26/53 $86,603
995753363 $36,544 $123,639
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142668960 1

2/21/53 $59,958
740024741 1

2/20/53 $72,245 $241,795
297372301 1

2/19/53 $197,836 $504,107 $8,832
486086086 $25,780 $45,436
367641204 1

2/18/53 $79,586 $5,006
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512716932 $27,670
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748179827 1

2/17/53 $42,133 $184,640
822612665 12/16/53 $66,508 $19,698
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589360535 1

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1/7/53 $43,197
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2/29/52 $143,073 $346,667 $27,710
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2/28/52 $131,260
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2/27/52 $109,609 $316,291 $23,433
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2/26/52 $33,333 $124,115
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2/25/52 $26,601 $130,121
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2/24/52 $59,838 $192,061 $1,982
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2/22/52 $51,225 $129,042 $19,280
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2/21/52 $57,049 $211,508 $1,437
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2/19/52
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2/18/52 $128,109
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2/15/52 $56,062 $223,241
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2/12/52 $54,340 $218,964 $20,320
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2/11/52 $89,590
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2/10/52 $39,238 $180,762
882239155 $36,110 $175,359 $26,321 $3,793
219421656 1

2/7/52 $70,307 $226,429
643358238
798670252 1

2/6/52 $14,704 $80,659
212577590 1

2/5/52 $72,207 $242,596
483441773 $26,266 $125,951 $7,766
306062852 $252,146 $584,116
712639032 1

2/4/52 $550,223
482493907 $48,407 $182,720
798549980 1

2/3/52 $87,396
797357429 1

2/2/52 $9,494 $2,572
118211661 1

2/1/52 $214,653 $498,559 $37,960
327063751 $121,840 $326,187 $29,300
158558148 11/30/52 $91,685 $287,159
869388849
360583988 11/29/52 $65,075 $5,219 $7,135
348930983 $21,525 $113,804
107517690 $54,945 $4,915
895200835 1

1/27/52 $152,992 $366,152
643917784 1

1/25/52 $57,136 $192,619 $8,446
988297514 1

1/24/52 $28,063 $114,907
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456320627 $23,655 $190,550
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277820726 1

1/23/52 $164,877
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319883137 1

1/21/52 $174,806 $442,158
731849865 $119,816
932978376 1

1/20/52 $133,300 $379,537
470702497 11/18/52 $140,734
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489272321 1

1/16/52 $42,303 $199,772
403889787 $62,486 $14,915
501779857 $18,789 $146,055
994249778 1

1/13/52 $85,729 $254,068 $878
974536410 1

1/9/52
331030488 1

1/8/52 $109,533 $300,480
404012653 $2,842
732472887 $59,245
581051733 1

1/7/52 $23,596 $147,506
114417269 1

1/6/52 $212,572 $525,908
108079246
301422234 1

1/5/52 $86,434 $236,431
590337286 1

1/4/52 $14,096 $163,866
721473315 $7,285 $3,121
908790042 $36,229 $148,633
415331297 $171,687
368986826 1

1/3/52 $157,146
119129859 $21,190
399086507 1

1/2/52 $45,669 $165,229
643169389 1

1/1/52 $31,456 $148,339
182371132 10/31/52 $99,175 $268,846
403643518 $58,568 $217,714 $873
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816436467 $180,809
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293651760 10/22/52 $91,949
787691258
862612562 10/20/52 $101,498 $21,063
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368847896 $90,802 $300,604
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267827884 10/12/52 $149,582
884399521 $30,835 $141,710
860275478
170216713 10/11/52 $42,278 $126,429 $36,646
128354660 $166,325 $470,327
118927933 $114,748 $289,437
461683938 $21,281 $117,398
369909486 10/10/52 $80,105
245953807 $17,097 $116,001
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351326550 10/9/52 $70,440
687883395 10/8/52 $62,133 $222,691
944475788 $172,091 $374,376
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809033346
306093470 $237,869 $20,767
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486612705 10/2/52 $107,406
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588748569 9/27/52 $67,433 $155,700
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352436813 $25,090 $5,324
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326842820 $52,891 $232,693 $8,352 $6,315
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193120788 $124,520 $352,158
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135689068 $7,143 $2,344
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751091598 $138,524 $391,739 $6,699
894044450 9/10/52 $80,577
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730405496 $69,560
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176408313 $62,048
615691659 $33,519 $150,028
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275909108 9/4/52 $106,484 $328,359
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226896580 8/31/52 $63,239 $227,786 $8,752
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326075530 8/15/52 $25,871 $193,683
405238600 $5,307
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638171132 8/13/52 $38,760 $215,332
361676129 $18,573 $106,303
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285207729 $131,985 $385,981
326236576 8/9/52 $28,129 $162,420
635571266 8/8/52 $33,717 $4,870 $2,129
567848147 8/5/52 $61,880 $191,991
400865314 $78,942 $238,237 $20,847
327495129 8/4/52 $108,031 $329,698
150266918 8/3/52 $99,468
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920863543 8/1/52 $94,774 $254,197
995472666 7/31/52 $62,216 $242,564 $9,105
659175112
871001005
508771135 $150,684 $424,827
736761595
457371005 7/30/52 $202,773
288807005
458572631 $125,741 $359,404
769565080 7/29/52 $26,140
582328136 $105,960 $286,301 $5,807
230717896 7/28/52 $141,115
474463219
419187706 7/27/52 $185,370 $424,118
649210572 7/26/52 $172,981 $451,118
357657165 $108,139 $3,924
660450348 $18,304 $99,839
226733299 7/25/52 $68,623 $19,570
241054124 7/24/52 $46,281
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330156806
452603419 $90,305 $277,466 $12,111
267918750 $156,778
576677537 7/21/52 $91,221 $263,877 $5,385 $465
999799289 $58,273 $238,850
914356515 $3,001
849705869 7/18/52 $75,622 $228,396 $34,545
267477494 7/17/52 $28,654 $144,131
737525774
129007648 7/16/52 $76,901 $229,973 $18,680 $1,525
750746627 $113,356 $380,945
850846303 7/15/52 $128,796 $393,866
424903197 7/13/52 $82,992 $231,457 $38,649 $3,779
354614657 $48,776 $187,090 $17,910
254838004 7/12/52 $46,812 $166,668
916453075 $232,029
254854778 7/11/52 $55,019 $206,801 $9,085
477354562 $2,257
347399270 7/8/52 $179,696 $453,933 $32,300
237690367 7/7/52 $60,936 $254,729
969146684 $61,352 $223,768 $33,510 $1,893 $4,378
931741373 7/6/52 $45,257 $160,051 $29,210
208462698 $97,611 $265,828 $808
489295032 $12,765
332138906
750564665 7/3/52 $80,963 $40,240
437475530 7/2/52 $104,019 $281,021
618670115 $234,317
733983708 7/1/52 $138,689 $406,449
170021615 $44,452 $221,536
662259501 6/29/52 $23,595 $127,966
446954036 6/28/52 $60,036 $154,467
550673509 $147,216 $371,761 $28,920
435996283 6/23/52
517645590 6/22/52 $125,125 $335,460 $10,321
800004428 6/21/52 $55,987 $219,207
539510161 $54,807 $183,953 $3,012
313698104 $11,802 $6,838 $693
848139159 6/19/52 $49,565
834531275 6/17/52 $36,302 $2,549
118564784 $62,538 $242,258 $26,544
667035494 $33,046 $216,287
447872170 6/15/52 $84,486 $41,175
606866723 6/14/52 $190,455 $482,747
190936819 $40,777 $20,372
640025871 6/11/52 $23,290 $17,597
309478513 6/10/52 $27,381 $146,238
113060319 6/9/52 $32,992 $143,769
604718943 $28,163 $126,125 $7,481
275382642
179527477 $70,241 $190,629
144974586 6/8/52 $43,779 $7,588
809550638 6/6/52 $15,996 $148,617 $10,145
637601107 6/5/52 $61,214 $219,101 $4,723 $4,232
835971600 $193,459
942933991 6/3/52 $75,210 $258,319
117514637 6/2/52 $130,087
236430186 $56,483 $229,334
305258178 $48,696 $212,014 $33,521 $1,469 -3
610543325
883418134 $33,645 $176,211
724161037 6/1/52 $65,802 $262,566
746215282 $28,626 $26,836
925680377 5/30/52 $93,658 $303,850
781478774 $22,295 $127,813
663892019 5/29/52 $132,240 $8,740
993821976 $13,637 $126,549 $3,431
467543346 5/28/52 $55,764 $160,057
914020459 5/26/52 $139,885
973226381 5/25/52 $102,445 $364,620
333562741 5/23/52 $64,549 $222,737 $3,457
453134205 $59,699 $192,290
849181554 5/22/52 $94,523
511277843 $27,760
167411637 5/21/52 $68,061 $209,610
165731767
221923374 5/20/52 $183,741
205848348 5/18/52 $166,359 $386,052 $38,550
187181816
562567534 5/15/52 $94,101
391314084 $223,259 $531,026
914217343 $71,452
113816794 5/14/52 $77,501 $223,491 $8,657
624283862 $186,797 $2,601
546812859 $863
240571411 $65,136 $218,705 $5,468
364863382 5/13/52 $126,384 $370,023
566602936 5/12/52 $53,320 $164,347 $4,571
336008713 5/10/52 $59,233 $167,038 $21,420 $4,719
789239827 5/6/52 $58,414 $211,733 $22,250 $3,099
597101710
559737299 5/5/52 $129,926 $2,840
864647221 $6,527
863965272 $50,282 $232,945
625915411 5/3/52 $44,812 $43,405 $7,204
471038181 5/2/52 $10,951 $103,160 $1,862
841379968 5/1/52 $183,410 $407,959
330595604 $182,321
717777645 4/28/52 $59,135 $197,231
718691659 4/27/52 $68,244 $206,961 $1,928
340628888 $30,960 $190,150
960906060 $34,027
576047136 4/24/52 $28,068 $125,923
786610155 $31,984 $171,859
419006710 4/23/52 $127,129 $369,418
229338498 4/22/52 $175,750
387848066 $83,689 $223,808 $14,570 $9,597
922316519 4/21/52 $116,767 $275,218 $34,610
544376136 4/18/52 $27,192 $169,143
324431718 4/16/52 $64,246 $233,450
416412558 $29,630 $137,970 $20,780
583453053 $47,331 $33,948
700037237 4/15/52 $87,887 $6,841
560243540 4/13/52 $65,417
979137173 $125,753
703387109 4/12/52 $177,502
730922717 $64,759 $15,970
899291517 4/10/52 $92,214 $5,184
153350104 $48,058 $148,046 $7,028
566431213 $50,323 $183,327
784949514 4/9/52 $40,430 $10,848
409893795 $6,128
721305620 4/8/52 $56,731 $213,116 $8,547 $2,107
836398795 4/7/52 $137,480
307636551 4/2/52 $134,127 $5,710
613302648 $24,911
843336077 4/1/52 $167,760 $22,980
146317202 3/30/52 $31,567
849296029 3/27/52 $119,454 $2,667
853624687 3/26/52 $80,232 $6,685
304862607 3/25/52 $71,976 $207,191 $34,790
103299315 3/24/52 $45,431 $192,184
217261358
835748417 3/23/52 $329,502
702161055
803530474 3/22/52 $39,837 $147,765
542733749 $117,381 $3,366
219979846 3/21/52 $44,963 $160,317
499344915 $72,156 $272,736
253834303 $175,420
494181894 3/19/52 $143,716 $379,399 $38,120
795392494 $52,929 $8,376 $3,027
324296863 3/18/52 $40,363 $30,981
509286430 $85,183 $273,069 $34,380 $6,308
860680942 3/17/52 $185,671 $36,260 $9,196
455980172 3/16/52 $20,500
911096790 $67,647 $23,972
939040154 $119,578
966958062 3/14/52 $108,225 $330,943
939456142 $33,767 $153,272 $28,140
171617734 3/13/52 $2,825 $91,520
757333520 3/11/52 $220,533 $591,993 $32,400
817878908 $8,778 $130,878
559506146 $8,128
290405928 3/9/52 $148,168 $348,862
545768186 $48,517 $220,943
908843052 $32,916
181677151 $5,908
398281201 3/8/52 $123,396
798156778 $55,841 $211,559 $45,410
237966048 3/5/52 $243,751 $33,840
961127782 $53,564 $195,598 $4,608
812047768 $77,537 $227,804
759990566 $50,152 $208,703
328887369 3/4/52 $405,597 $23,070
563246463 $120,030 $321,152 $6,949
619697413 3/3/52 $64,183 $253,869
863199781 3/1/52 $128,481
790320102 $106,322 $9,965
533957867 $40,044 $180,968 $35,275
916705156 $102,051 $289,648
535189045 $59,612 $204,103
324546597 $282,198 $649,247 $34,420 $3,106
647037559 $108,776 $278,542
507474260 $42,196 $143,209
795213286 $221,995 $545,044 $41,830
750895627 $76,462
422184030 $22,213 $158,705
456725497 $145,735
309904496 $55,183 $807
556491600 $36,234 $151,414
892994490 $47,213 $9,082
837945927 $63,936 $241,912 $11,375
153525300 $76,811 $243,367
955677235 $112,366 $18,599
372432292 $18,896 $106,991
356081792 $40,844
126244316 $95,184 $306,410
313895566 $54,319 $217,348
424786870 $74,208 $196,225
566747006 $42,474 $151,397
895416353
487767091 2/9/52 $40,460 $5,550
299420907 $2,738
862957280 2/8/52 $52,456 $234,158 $32,386
706466788 $54,467 $205,511 $9,377
275283115 $30,452 $150,468
400546101 $92,543 $236,446 $30,450 $8,798
884130069 $72,853 $217,443 $5,176
809310023 $133,908 $358,993 $17,320
922698014 $14,632
949356197 $38,027 $34,506
963829404 $34,362 $33,018
529722013 1/31/52 $31,096 $173,254
717862304 $56,256 $209,158
648750463 1/28/52 $65,324 $191,554
267915697 $108,892 $306,026
816070704 $243,839 $3,314
781956039 1/26/52 $72,463
952780303 $190,579 $471,490 $13,040
102604051 $156,435
600715415 $32,611 $132,321 $26,973
760902721 1/22/52 $77,885 $234,009
615581942 $115,008 $313,017
287176102 $19,956
882567536 $35,021 $180,400
156524809 $33,909
668552503 $62,068 $208,644
129912435 $64,259 $202,031 $9,526
795797751 $122,973 $31,740
881860956 $109,013 $21,266
942040598 1/15/52 $144,957 $420,966
728464374 $121,991 $329,229
929883054 1/14/52 $99,417 $299,437
373826466 $36,150 $174,964
557258207 $68,602 $9,136 $5,103
447714116 $129,415 $374,372
219964093 1/11/52 $87,236 $280,361
222373163 1/10/52 $14,206 $89,120
303644056 $95,398 $278,934 $38,440
715012306 $52,284 $229,647
443090683 $122,332 $3,344
419780865 $53,215 $185,654
892350922 $153,941 $421,045
813915113 $96,111 $288,719
177213635 $84,850 $256,828
165444364 $113,496 $291,034
273068216 $36,070 $146,435 $4,963
747265802 $31,045 $138,614 $44,376
285477643 $116,008 $318,397
821733382 $119,222 $338,080
920482097 12/31/51
696189853 $234,379 $11,471
476257205 12/29/51 $42,991 $175,567
694166454 12/28/51 $56,266
274800602 1

2/26/51 $18,535 $136,413
183919975 $55,920 $213,697 $26,700
575773942 $28,107
401795022 $31,610 $166,942
837068060 12/25/51 $71,775 $8,680
341942295 $52,412
293806428 $392,131 $29,650
652636468 12/24/51 $18,549 $116,136
117974296 $78,119 $226,596
866074539
118232203 12/22/51 $14,359
910264404
407465526 $64,545 $247,072
399718019 1

2/21/51 $52,814 $217,253
340716322 1

2/20/51 $83,712 $13,300
888959508 $2,400 $2,860
709986668 1

2/18/51
382166116 $21,360
666656582 $22,358 $5,341 $3,824
145276734 $34,132 $147,155 $5,479
372176929 1

2/15/51 $71,660 $222,417
103973147 $40,764 $158,061
775117111
502196576 $45,023 $204,371
635500847 1

2/14/51 $276,241
431021505 $63,752
421589870 $2,916 $92,800 $23,720
183722500
517330290 1

2/13/51 $28,808
344721170 $94,054 $291,077
286461029 $1,092
382033130 1

2/12/51 $105,623
602667929 $10,376 $134,694
618071939 $58,081
863125418 $11,068
451152957 1

2/10/51 $90,940
477875678 12/9/51 $133,675
844690110 $47,355 $165,540
263850991 $11,087
815398583 1

2/8/51 $142,235
143372424 $188,778
864042501
671994771 1

2/7/51 $120,276 $4,662
816349834 1

2/6/51 $138,507
465128856 $19,527 $134,741 $23,275 $6,059
843133863 12/4/51 $121,454 $4,868
195736319 $88,078 $279,722 $2,526
398290566 12/3/51 $101,231 $13,518
892079708 1

2/2/51 $4,399
134290781 1

2/1/51 $114,664
586297684 11/30/51 $195,139 $472,185 $29,180
438583529 $684
335016252 1

1/29/51 $61,407
853775294 1

1/27/51 $22,181 $136,274
417249088 11/25/51 $123,715 $389,009
591019535 $40,875 $179,476
428572867 $54,841 $209,723 $2,724
811728696 1

1/23/51 $69,496
820160416 $80,431 $243,919
640775834 $2,380
676693005 1

1/20/51 $217,885
660805740 $19,545 $26,305
388330235 $8,575
969599869
804523726
161126513 11/19/51 $114,507 $900
792220949 $189,392 $453,142
174560597 1

1/18/51 $52,881
192843877 $134,640
396761286 $32,687
432034546 1

1/16/51
831264540 $34,071 $42,226
880101792 $308,646 $4,164
605419802 11/15/51 $38,896 $214,165
608601909 1

1/13/51 $309,628
354975420 $101,806 $296,076 $26,433
782071447 11/12/51 $84,629 $308,848 $9,592
585679287 $4,969 $7,008
381647157 11/11/51 $61,434 $197,678 $5,466
145242080 $28,408 $181,535
861777612 $51,834 $205,761
934731954 1

1/10/51 $49,082 $202,791 $42,845
215737640 $14,522 $109,990 $4,638
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607162303
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858988099
885018225 1

1/7/51 $116,063 $346,587
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1/6/51 $52,858 $213,305
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1/3/51 $220,207
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1/1/51 $44,808 $199,470 $5,001 $3,806
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701704683
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546406145
165633317
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485940650
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620638795 6/21/51
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934815258
480750435 6/18/51 $170,611
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224866769
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333082709 $57,529 $202,840
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671310101 $66,960
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305517669 $43,075 $175,858 $5,878
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164294730 1/17/51 $34,449 $164,590
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2/28/50 $93,040
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2/22/50 $105,542 $5,245
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466072855 1

2/20/50 $79,976
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2/19/50 $111,305
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721596663
913275730 1

2/16/50 $96,274 $282,904
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2/15/50 $102,861
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2/13/50
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2/12/50 $43,095 $7,219
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2/6/50 $120,483 $358,643
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2/4/50 $7,302 $3,564 $5,911
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2/3/50 $11,067
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2/2/50 $78,254 $233,959
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1/30/50 $80,016 $33,550 $4,043
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1/29/50 $47,606 $186,364
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1/25/50 $247,618 $1,065
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520992243 11/21/50 $274,828
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1/15/50 $71,192 $263,204
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1/12/50 $28,592 $183,206 $14,834
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1/10/50 $99,488 $8,692 $4,496
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1/7/50 $70,688
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1/3/50 $120,694 $342,407
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1/2/50 $106,915 $306,616 $34,580
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629605858 $40,599 $193,571 $4,397
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163116730
769734536 10/13/50 $124,751
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177244301
458703041 10/7/50 $57,714
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779568196
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2/27/48 $282,453 $16,740
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2/23/48 $35,097 $159,912 $6,228
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2/19/48 $68,801
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2/17/48 $215,831
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2/14/48 $180,783 $486,015 $36,690 $6,849
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2/12/48 $2,996
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2/8/48 $41,799
145716783
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2/5/48 $175,098 $499,296 $34,250
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2/4/48 $11,888
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2/2/48 $175,499
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2/1/48 $21,477 $97,768
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1/30/48 $147,191
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1/28/48 $65,389 $249,847
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1/25/48 $59,327
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1/21/48 $93,454 $236,061
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1/20/48 $116,061 $329,334
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1/18/48 $110,311 $293,832
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1/16/48 $72,037
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1/15/48 $43,406 $151,929
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1/12/48 $12,524 $131,010
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1/6/48 $43,654 $167,541 $3,405
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1/3/48 $76,443 $257,889 $5,958
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152438468 6/27/48 $58,714 $220,686
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616918384
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2/27/47
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2/26/47 $3,673 $120,377
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2/23/47 $14,581 $138,114
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2/21/47
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2/20/47 $26,806 $132,117
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2/17/47 $100,205 $32,112
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2/11/47 $57,782 $4,892
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2/7/47 $50,446 $190,849
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2/5/47 $142,545 $398,369
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1/30/47 $92,962 $302,726
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1/29/47 $81,246 $231,151
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1/28/47 $30,764 $175,919
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1/22/47 $121,237 $342,601
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1/17/47 $51,446 $194,928
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1/16/47 $201,192 $493,471 $17,210
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1/12/47 $61,586 $257,565 $1,322
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1/11/47 $109,493 $279,275
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1/10/47 $29,264
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1/8/47 $78,322
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1/7/47 $36,332 $4,369
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1/6/47 $123,426 $361,688 $36,200
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1/5/47 $52,000 $6,447
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1/4/47 $99,963 $291,133
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2/25/46 $42,778 $146,329
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2/24/46 $114,553 $355,136
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2/23/46 $100,704 $305,905 $19,290
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2/19/46 $147,666 $405,910
668805256
517323720 1

2/18/46 $63,482 $226,408
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938016068
333622978 1

2/15/46 $104,067 $319,855 $35,760
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2/13/46 $65,529
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2/11/46 $65,465 $210,434
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2/9/46 $91,209
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2/8/46 $222,590 $9,175
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2/2/46 $81,849 $273,961 $5,497
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1/28/46 $87,455 $247,728
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1/24/46 $73,574 $224,049
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496605465 11/23/46 $88,691 $279,497 $18,200 $1,261
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1/20/46 $154,956 $26,910
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1/17/46 $86,541 $281,982
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1/13/46 $55,659 $235,880
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1/11/46 $44,438 $172,432 $34,450 $2,944
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1/8/46 $36,273
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1/7/46 $39,095 $197,227
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1/6/46 $161,922 $6,523
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1/4/46 $21,296 $154,214
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467656860 11/2/46 $26,429 $163,090
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875276290 $55,580 $214,013
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517512420 10/18/46 $34,730 $169,666
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358805476
356785684 10/12/46 $28,637
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704171939 9/1/46 $136,417
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550812619
371949706 $118,678
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554997879 $34,030
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439706067 7/31/46 $29,429 $149,217
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334982441
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387071103
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148446790 $73,714 $225,278
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700207488
706273203
288885055 $107,259 $343,700
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255542020 1

2/26/45 $126,548
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229711732 12/21/45
283563338 1

2/20/45 $32,956 $202,231 $6,603
701374633 1

2/19/45 $74,826 $237,354
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632400322 1

2/13/45 $499,433
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321291408 1

2/7/45 $79,183 $259,874
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950791520 1

2/6/45 $46,396 $164,037
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2/4/45 $58,049 $186,384
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224177393 1

1/30/45 $45,308 $182,449
107018182 1

1/26/45 $58,691 $255,524 $4,521
533064377
892257879 1

1/18/45 $111,180
714041044 1

1/16/45 $129,566 $352,586 $15,686
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867268144 1

1/14/45
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469287787
927193989 11/3/45 $71,007 $240,833
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648300979 1

1/1/45 $5,203
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851334266 10/25/45
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877453864
578836340 10/5/45 $110,051
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632555596
276465790
686407848 9/19/45 $170,110 $438,186
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399080542 8/27/45
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365589204
447505122 8/16/45 $58,365
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940320622
392966355 7/31/45 $103,910 $314,938
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746238477 $139,157
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141396488
962343713
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604826510 5/9/45
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211460807 $151,741 $401,846
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133754379 4/10/45 $277,531
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290670615 $64,787 $228,544
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511616434 3/26/45 $114,422
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327931303 3/19/45 $153,917
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413821173 $36,231 $153,711 $31,800
275749595
210819580 3/15/45 $27,354
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472348771 $37,424 $155,505
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560638741 $193,786 $478,456 $46,610
205281225 $9,123 $120,711 $7,499 $5,509
788161136 2/28/45 $18,755
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452215709
874741320
299636354 2/24/45 $95,024 $290,418 $20,351
701974698 $107,009 $312,734 $5,582
448840765 $87,156
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232263992 $73,138 $255,540 $16,922
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555010126 $77,267 $8,395
961241108 $246,164 $636,835
461903265 $81,818 $272,725
223978551 $318,831
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277860950 $20,058 $140,497
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970050159 $100,981 $303,119
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720063000 $61,626 $5,598
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830443497
379181350 1/10/45 $21,864
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2/29/44 $50,705
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216169889 $120,571 $6,491
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2/24/44 $159,494
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2/23/44 $52,105 $196,481
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2/17/44 $173,863
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2/15/44 $171,157 $466,984
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2/10/44 $19,961 $69,660
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1/26/44 $48,697 $219,687
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1/20/44 $129,222 $376,824
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207127747 $86,120 $29,890
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1/17/44 $210,146
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1/10/44 $54,877 $42,170 $1,125
806549910 1

1/8/44 $61,441
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104632283
974967425 10/17/44 $19,694 $162,610 $1,084
243606939
606292844 10/14/44 $39,975 $190,228
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277823753
117173930
718591032 $61,908 $227,345
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589447938
986139869 7/24/44 $58,959 $201,607
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387857628
130077194 5/28/44 $64,593 $200,725
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926161818
371770291 4/30/44 $74,441 $226,180
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740202113
734628712 $71,012
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960199577
893612048 2/13/44 $152,237
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351111532
271353548 2/1/44 $91,433 $273,791
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511390444 1/9/44 $133,318 $398,344
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236820545 $42,516
131433524 12/29/43
127607822 1

2/28/43 $30,028
466711775 1

2/26/43 $41,341
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360106871 1

2/24/43
787720785 1

2/23/43 $95,473
685582987 $12,729 $621 $1,611
571916467 12/21/43 $81,446 $26,960 $10,284
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868438010 $37,930 $190,513
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2/16/43 $27,688 $7,369
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296332656 12/11/43 $188,788 $481,769
282225720 $316,981
734399019 12/6/43
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132748774 12/2/43 $34,466 $152,288
436187642 1

2/1/43 $189,373 $453,614 $34,770
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1/30/43 $232,836
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253273381
753834258 $59,196 $178,362 $2,671
993750538 1

1/29/43 $67,569 $226,686
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1/24/43 $131,277 $40,580
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1/23/43 $111,559 $6,479
426795619 $32,227 $4,285
233806676
518246879 11/20/43 $68,204 $226,828
983966035 1

1/18/43 $129,145
363069964 1

1/17/43 $8,137 $111,717
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430718528
437321583 11/15/43 $99,186 $336,691
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869686951 11/9/43 $128,950 $360,515
467315368 $94,712 $271,338
959460312 1

1/6/43 $44,022 $8,818
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1/4/43 $38,240 $190,675
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523943074 10/13/43 $192,566
886265537
865957113 $37,932
295461295 $13,614 $96,941
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446747566 10/8/43 $67,745 $288,257 $5,691
600553476 10/7/43 $82,370 $274,135
313436070 10/2/43 $83,118
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410203757 $140,201 $379,999
307851201 9/26/43 $104,468 $313,603
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173648622 9/20/43 $65,291 $227,016
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277980205 9/7/43 $38,389 $173,079
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530261534 8/16/43 $18,261 $98,659
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759476969
462656848
271714807 8/10/43 $69,790 $198,028 $7,825
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700039058 7/24/43 $315,504 $28,740
155187920 7/22/43
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637926653 7/19/43 $125,135 $361,933 $4,788
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585738654 7/15/43 $352,609 $37,200
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563523521 7/11/43
320010097 $188,809 $484,306 $35,810
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581837970 $43,369 $197,904 $32,050
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661684671 6/28/43 $126,700 $316,939
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540339478
486610843 6/14/43 $125,795
416113063 6/12/43 $82,624 $323,568
475403020 6/9/43 $83,464 $316,391 $29,423
529057103 6/7/43 $44,259 $183,641
190040176 6/6/43 $14,227 $124,712
503351848 6/5/43 $35,735
244137749 6/1/43 $104,029 $296,366
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269859971 5/24/43 $66,579
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352732013 5/11/43 $42,235 $145,837 $8,901
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598517679
494103958 5/7/43 $122,772 $362,667 $3,752
310034271 $22,881 $174,663 $676
558633824
165295339 5/6/43 $133,296 $390,866
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450218975 4/27/43 $27,968 $156,795
878392828 $123,999 $332,786
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917473328 4/15/43
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150158560 4/12/43 $227,823 $4,071
335177240 4/10/43 $48,414 $9,932
507856200 4/9/43
621640651 $52,044
391103047 4/6/43 $91,930 $49,641
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279463744 3/31/43 $103,058 $25,147
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816679638 3/29/43 $59,188
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461557159 3/26/43 $92,145
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491158725 $69,152 $250,572
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344992557 $61,964 $259,175 $34,480
111618251 3/16/43
812151688 $102,385 $254,408
240387418 3/15/43 $35,133 $216,843
924882034 3/11/43 $183,890 $2,505
103788606 3/9/43 $55,722 $243,285
539718621 3/3/43 $143,407
253299583
174377355 3/2/43 $47,562 $169,576 $9,894
180629988 $90,186 $278,241
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239604340 $140,205 $378,490
641279123 $98,830 $313,286
484547693 $95,259 $320,094
762175301 $84,186 $266,968
165773386 2/18/43
105135780 $178,807 $451,332 $33,140 $2,925
993123403
810798154
585978229 2/13/43 $97,775 $325,479
611052838 2/10/43 $50,384 $191,197
316713492 $210,660 $542,288 $57,037
157381192 2/7/43 $44,760 $164,852
192333761 $70,341 $248,361
920946470 $69,740
650495119 2/4/43 $91,558 $294,494
447834772 $57,750 $8,044
989594551 $112,246
187826758 1/31/43 $229,724 $42,580
668798830 $52,130 $176,831
421475353 $111,702
396744329 $59,675 $240,945 $28,790
262384679 $13,600
726827371 $63,141
931086630 $103,503 $279,903 $45,480
491715670 $40,950
983156288 1/25/43 $238,812
846259702 $59,152 $236,150
668402436 $19,657
436254961 $169,761 $443,175 $2,683
461853588 $136,526 $372,715
917937207 $62,483
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861922364
898389112 1/11/43 $166,141
838331753 $222,379 $535,687 $29,340
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119378202 1

2/18/42 $29,524 $198,107
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698418064 1

2/9/42 $184,068 $33,080
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714147441 1

2/2/42 $99,606
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1/26/42 $106,343 $326,073
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164265853 1

1/11/42 $32,033 $167,795 $1,575 $5,834
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1/10/42 $82,024 $8,694 $3,235
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252894325
306847559 10/15/42 $242,043
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106686175
379408653 9/2/42 $40,864 $169,993
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439701200
987073798 8/24/42 $98,693 $309,069
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623988948
434776634 $54,486
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530716872
154844840 7/27/42 $39,907 $214,055
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891087473
146272992 7/23/42 $49,856 $221,500
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744429139
448836333 7/15/42 $33,707
462622530
523911468 7/14/42 $144,342 $403,628
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245224747
137499202 6/23/42 $62,411 $260,638 $30,789
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130238426
530796956 $136,210 $407,853 $8,982
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365936798
550630113
276710597 6/2/42 $43,288 $207,205 $2,333 $12,072
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490387715
388747067 3/24/42 $113,903 $322,692 $22,030
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327911174 $119,068 $342,788 $78,874
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297958020 2/1/42 $258,080
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458953725 1

2/24/41
193370927 1

2/23/41 $62,226 $4,438
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2/18/41 $100,985 $280,768 $22,710 $4,531
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2/16/41 $171,913 $468,103 $36,540
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359955630 1

2/1/41 $13,235 $135,560 $8,135 $2,422
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161029305 1

1/22/41
823770054 1

1/20/41 $8,336 $2,463
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368327004
673024679 7/29/41 $150,352 $421,665
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143786030
423655265 7/16/41 $131,658 $390,952
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346937230
737887353 5/31/41 $8,191 $8,786 $2,719
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315939202
768095162 $213,892 $507,584
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555021082 1

2/29/40 $56,858 $201,989 $64,182
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2/25/40 $69,282 $295,989 $1,142 $3,879
660983426
617793866 12/24/40
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2/7/40 $146,202 $473,366
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275403429 1

2/3/40 $36,626 $4,629
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172392844
890972997 11/13/40 $243,854
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848855346
551705278 1

1/4/40 $61,833 $220,235
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434523962
809036052 10/9/40 $32,974 $166,796 $6,063
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515805749
498415090 8/14/40 $119,537 $360,697 $48,380
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693581149
718834897 6/26/40 $19,661 $145,506
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996922175
237513626 3/16/40 $158,960
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152979825 $127,235
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135287165 $30,430
688688908 1/2/40 $106,775
909821095 12/21/39 $145,884
360221722 12/18/39 $25,833
480753367 12/16/39 $98,537
638204281 12/15/39 $110,323 $327,486 $5,169
302480461 12/12/39 $113,739
758937851 12/9/39 $116,034
353706434 12/8/39 $46,087 $180,425 $31,406
450047907 1

2/7/39 $122,116 $329,256
560260626 $32,857 $34,470
287034136 12/3/39 $89,636 $256,374
896642354 1

2/2/39 $123,969 $347,418
797930859 1

1/28/39 $69,483 $255,868
536370214 11/27/39 $134,778 $404,248
617402900 11/25/39 $39,099 $154,311
572397140 11/15/39 $146,261 $23,800 $6,223
412756114 11/11/39 $8,287 $160,005
654581045 $15,900
240553602 1

1/9/39 $148,887 $1,012
816565819 1

1/6/39 $45,038 $242,566
629445637 11/3/39 $105,600 $305,449
390448707 $4,853
360505972 11/1/39 $32,603
625670239 10/31/39 $91,519 $251,790
185517591 10/15/39 $6,104
759575010 10/14/39 $52,146 $207,382
868266094 10/9/39 $76,899 $270,631 $45,574
756333010 $35,120
580137163 10/8/39 $71,840 $278,030 $5,035 $2,628
326764977 10/6/39 $7,378
344878050 10/4/39
322945384 10/1/39 $186,590 $501,867 $26,160
957968448 9/27/39 $58,463 $253,026
930231421 9/24/39 $125,809 $2,166
303266994 9/22/39 $13,684 $130,678
680511862 9/18/39 $57,389 $232,281
304423882 9/14/39 $3,103 $114,402 $25,947 $4,460
472527618 9/10/39 $16,919 $116,786
887052774 9/7/39 $69,211 $204,527 $26,690
894938899 9/6/39 $163,014 $421,250
471098539 8/29/39 $32,175
374837135 8/26/39
163341277 8/21/39 $20,139 $193,148
620677724 8/18/39 $32,607 $176,839
931537311 8/10/39 $112,980
299319777 8/3/39 $84,990 $9,244
322426146 7/27/39 $330,229
322420659 7/25/39 $6,795
182421168 7/22/39 $8,855 $123,071 $22,248
326258947 7/19/39 $38,395 $20,667
217705235 7/18/39 $102,339
525992171 $135,747 $3,306 $4,859
511045921 7/17/39 $51,457 $218,820
974385155 6/23/39 $36,730 $7,359
348254827
872125553 6/22/39 $100,328 $302,757
436569770 $144,202 $40,682
986237496 $87,355
898716639 6/16/39 $35,092 $1,828
639738520 6/15/39 $54,458 $229,652
192035496 $50,279 $253,143 $7,566
679205458 6/13/39 $141,088 $4,586
853855237 6/11/39 $242,090
830154916 6/10/39 $55,260 $187,662 $3,646
519811525 6/6/39 $38,391 $137,071 $3,318
668816131 6/1/39 $29,176 $167,334
282076344 5/28/39 $15,261 $130,773
821341989 5/23/39 $83,639 $268,714 $35,530
127268190 5/10/39 $77,658 $272,962 $840
752528892 5/3/39 $21,560 $3,437
123854108
939286673 5/1/39 $52,002 $242,854 $4,356
526746022 4/20/39 $79,245 $24,170
813147597 $22,796 $140,908 $9,818 $4,255
638988806 4/19/39 $4,103 $103,570
158441122 $63,192 $254,621
355398762
307263531 4/12/39 $86,874
867676099 4/11/39
469646020 4/7/39 $89,504 $239,965 $893
104494728 4/1/39 $28,634 $151,602
213639857 3/21/39 $54,710 $190,364
737054809 3/16/39 $67,349 $4,461
444730045 3/13/39 $78,936 $235,670 $5,147
251258499 3/9/39 $128,275 $3,918
153816109 3/1/39 $70,695 $260,977
636779207 2/28/39 $16,208
833658381 2/24/39 $125,893
208680902 2/17/39 $75,499 $258,131
636220009 2/11/39 $99,441
664799915 $60,432 $235,070
752741187 2/10/39 $17,461 $175,587 $5,317
801728099 $40,092 $188,729 $6,196
489990128 $82,171 $275,664
483856702 $75,523 $269,976
405838122 $35,390 $140,705
284642385 1/22/39 $151,225 $416,062
847409948 1/21/39 $290,875
826450260 $47,451
177905521 1/16/39 $105,173 $310,049 $4,634
100698866 1/10/39 $100,207 $320,199 $15,403
191251324 $65,624 $235,124 $6,833
386831621 1/7/39 $41,048
200631244 $62,049 $217,434 $1,151
641006057 1/4/39 $249,589 $559,258 $62,240
406592473 12/31/38 $18,681 $176,330
345893278 12/22/38 $114,615
332028004 $84,006 $295,624 $26,992
373108557 12/19/38 $89,511 $224,350
422197102 1

2/17/38 $104,827 $324,437
181164770 12/14/38 $37,940 $182,739
678275219
682087575 1

2/7/38 $44,830 $187,429 $6,456
911322915 12/5/38 $108,148
312108974 12/3/38 $78,026 $6,973
972442604 11/30/38
298951282 11/21/38 $64,076 $1,773
537377052 11/18/38
483311211 11/14/38 $58,566 $286,204
585329616 11/11/38 $41,801 $210,979 $8,377 $3,343
137177285 11/6/38 $119,013 $31,240
848716349 11/1/38 $51,428 $242,717
896924238 10/24/38 $9,902 $103,647 $3,048
519902280 10/20/38 $58,212 $226,638
696646588 10/19/38 $171,805 $1,793
157800820 10/15/38 $46,826 $178,836 $1,776
357994370 10/14/38 $137,023
417081944 10/10/38 $121,688 $378,194
194190010 $31,716 $155,029
633112506
279361421 10/7/38 $62,378 $181,874
863836298 10/3/38 $25,525 $158,142 $30,023 $1,299
629029708 $158,546 $390,219
318815817 9/25/38 $127,649 $351,274
531093986 9/24/38 $80,153 $272,445 $2,000
864133914 9/21/38 $85,554 $272,542
739483678 9/20/38 $115,440 $41,250 $5,650
545723662 9/17/38 $57,977 $222,551 $7,496
218823606 9/14/38 $108,990
262697416 9/10/38
596148715 9/5/38 $41,857 $169,015
849455014 9/3/38 $47,029 $148,560 $40,923
261235196
999532945 8/28/38 $249,997
811227788 8/27/38 $96,739 $1,993
761594724 8/14/38 $52,529 $183,779
810343318 8/13/38 $8,559
155223961 8/7/38 $103,293 $284,550 $42,520
189009527 7/30/38 $201,627 $42,770
247541968 7/29/38 $42,089 $181,406
718615308 7/24/38 $65,775 $199,244
967092901 7/20/38 $56,210 $1,340
929511118 7/18/38 $173,790
623937807 7/17/38
786249620 7/14/38 $47,534 $199,888
874252515 7/9/38 $52,894 $216,569 $8,057
301138723 7/3/38 $24,049
618391824 7/2/38 $145,194 $390,342
988780396 6/23/38 $62,063 $233,201 $4,641
787532576 6/19/38 $113,754 $354,907
853322406 6/17/38 $92,775 $294,708
185801435 5/23/38 $62,706 $196,195 $8,081 $9,945
777296881 5/10/38 $41,349 $215,205
235574396 5/1/38 $78,094 $229,815
574171119 4/29/38 $62,185 $22,951
481235545 $179,536 $481,375 $6,612
727200753
389964119 4/27/38 $53,354
428903867 4/23/38 $232,227
635192747 4/9/38 $46,161 $197,331 $25,313 $24,720
121432853 4/6/38 $79,528 $286,107
671921387 3/28/38 $102,203 $306,677
256595299 3/12/38 $34,446 $168,224
784036894 3/9/38 $203,920 $488,199
283875643 3/3/38 $36,611 $172,982
305585350 3/2/38 $31,543 $181,675 $5,155
877937593 2/25/38 $76,875 $6,587
106544024 $78,143
944147694 $44,470 $215,628
790313862 1/24/38 $43,251 $166,632
939282410 $198,141
225141833 $59,563 $233,352 $35,070
536805940 1/16/38 $48,734 $207,509
857758382 $75,912 $274,531
167989001 1/8/38 $227,562
274114836 12/21/37 $120,074
947043965 12/15/37 $103,017 $332,631 $36,370
227271134 1

2/14/37 $66,433 $249,869
267877689 12/1/37 $106,108
736437432 11/24/37 $19,222
928356835 11/18/37 $103,109 $344,523
672644228 11/9/37 $48,350 $241,411 $27,425
792020570 11/7/37 $181,434 $8,006
239224783 10/27/37 $89,562 $255,843
517266529 10/25/37 $16,897 $130,344 $7,629 $8,532
713607521 10/24/37
719616108 $3,804
102575969 10/16/37 $189,238 $43,960
198351615 $41,444 $198,919
117160195 10/15/37 $34,033 $4,821 $8,162
555696816 $7,843
576139592 10/14/37 $137,666
360066684 10/3/37 $174,140 $487,307 $3,331
697015291 9/26/37 $67,112 $238,759 $4,287
897675329 9/21/37 $69,909 $237,139
944511519 9/17/37 $40,656 $208,242 $42,342 $4,178
957567675 9/16/37 $70,230 $261,855 $26,640
725304217 9/1/37 $23,264 $205,740
246859709 8/25/37 $33,995
702577661 8/20/37 $33,713 $171,810 $41,913
171334779 $2,791
669536959 8/13/37 $59,807 $194,391 $41,794
969545727 8/12/37 $52,952
542923604 8/10/37 $37,018
556261419 8/7/37 $114,515
330457739 7/29/37 $157,022
456181348 7/20/37 $54,776 $237,217 $11,035
743864834 7/16/37 $2,861 $118,797
306276166 7/10/37 $75,381 $243,941
361861714 7/6/37 $23,288
425082529 6/26/37 $25,426 $6,706
941189011 $64,106 $242,833
348094442 6/20/37 $227,488
982812845 6/11/37 $85,081 $6,783
361014135 6/9/37 $215,950
317668413 $25,482 $170,408 $9,348
703641980 5/25/37 $11,668
130237506 5/21/37 $47,590 $179,494
323948763 5/20/37 $69,331 $276,064 $26,360
407368213 5/19/37 $144,823 $370,308
727827772 4/27/37 $155,164 $425,892
397664296 4/23/37 $53,698 $3,664
278310925 4/22/37 $30,322 $150,059 $6,561
909881639 4/16/37 $133,130 $342,825 $33,010
845391059 4/11/37 $71,961 $1,293
301792776 4/4/37
703975574 3/25/37 $94,344 $259,666
781875550 3/12/37 $66,739 $34,990 $4,736
557899470 3/10/37 $156,031 $439,165
899578963 2/24/37 $25,407 $151,032
404795808 2/17/37 $148,705 $385,125 $26,720
192255914 $74,430 $266,176
463008908 2/7/37 $43,775 $173,539
874458937 1/28/37 $35,296 $189,767 $4,764
603277429 $8,839
631133895 1/23/37 $43,410 $186,429 $10,086
593874910 1/22/37 $64,811 $291,079
884696903 1/8/37 $195,895
325370202 $29,453 $135,076
131236045
714379217 1/3/37 $262,589 $29,350
823390821 12/31/36 $43,210 $2,999
972291246 12/20/36 $185,459 $9,873
339699231 1

2/15/36 $68,063 $269,614 $34,151 $4,252
982742819 12/3/36 $107,734
187069156 11/22/36 $96,415 $290,329
773741722 11/11/36 $118,663 $317,637 $10,491
851544651 11/4/36 $121,398 $343,410
536741004 10/31/36 $26,921 $140,455 $30,288
409211318
472690957 $93,590 $3,088
247349555 10/29/36 $33,314
288992535 10/25/36 $46,814
992650818 10/18/36 $89,932
382999490 10/13/36 $32,824 $195,693
837908735 9/25/36 $121,824
364316582 9/16/36 $74,426
517435535 9/11/36 $29,128 $184,516 $32,440
804014806 8/25/36 $61,023 $224,449
780853924 8/15/36 $31,269 $201,461
993716823 $29,400
675750732 8/14/36 $47,276 $203,372
324016477 $5,721
463803930 8/13/36 $74,789 $32,614
263781153 7/30/36 $69,277
546423756 7/24/36 $86,078 $319,488
101131398 7/20/36 $38,111 $152,804 $8,633
218804652 7/18/36 $42,928 $203,946 $32,671
628635726 7/15/36 $111,129 $2,482
833880384 $6,181
453892579
492111992 7/5/36 $39,247 $183,403
427911487 6/30/36 $180,070
356268882 6/27/36 $52,739 $265,690
271149926 6/21/36 $87,516 $289,088 $720
472649292
593188712 6/15/36 $50,134 $162,253 $33,390
991151256 6/7/36 $73,121 $259,648 $4,314
348192004 6/5/36 $141,953 $377,925 $27,570 $4,291
391307564 $38,930
659088799 6/3/36 $70,931 $236,296
796212455 5/6/36 $157,720 $449,806
179131718 4/27/36 $60,719 $187,827
256965389 4/25/36
498880300 4/20/36 $51,046 $192,050 $14,357
451185895 3/29/36 $39,508 $192,734
473809920 3/24/36 $55,530 $227,405
804221276 3/17/36 $73,358 $229,797
901599646 3/11/36 $42,862
647137311 2/25/36 $32,901
801714144 2/22/36 $63,695 $2,895
636470805 2/17/36 $54,297 $231,033 $2,643
925967224 $65,962 $244,144
836237680 2/11/36 $52,613 $209,832 $7,649
681357484 1/9/36 $19,205 $150,574
337269895 1/7/36 $33,872 $160,972 $11,337
280464974 12/31/35 $52,064 $834
388120139 12/22/35 $44,866 $203,341
214324984 12/21/35 $18,213 $158,150
738370402 12/17/35 $42,209 $6,379 $19,668
943602580
963328569 12/12/35 $106,372 $344,365 $35,140 $3,679
147810076 11/12/35 $234,582
467848765 1

1/9/35 $83,033 $275,175 $23,620
612251077 1

1/6/35 $144,171 $38,528
426638169 10/24/35 $15,878 $130,367
644592968 10/17/35 $61,521 $248,878
856729160 9/25/35 $76,552 $229,237
366770725
657402594 9/10/35 $45,110 $178,514
533997102 9/8/35 $75,166 $248,599 $5,010
519638927 8/23/35 $40,188 $203,994 $10,942
353371513 8/16/35 $4,143 $128,325
110508376 8/3/35 $90,354 $280,325
679607094 7/27/35 $3,504
660056093 6/24/35 $65,398 $231,176 $9,658
810144513 6/17/35
666978717 6/15/35 $40,528 $208,306 $5,137 $3,602
452895807 5/14/35 $83,585 $252,164 $925
988348163 5/13/35 $186,390
103790875 5/8/35 $46,598 $180,231 $2,432
292071564 4/25/35 $116,518 $376,273
435726295 4/10/35 $56,744
943555229 4/9/35 $120,539 $366,173
539368882 3/28/35 $162,255 $444,157
382970756 3/6/35 $12,291 $119,621
258898517 2/20/35 $93,064 $271,134 $5,757
530501079 2/11/35 $96,238 $290,724
455461664 $185,586 $43,090
656994852 1/28/35 $23,432
770985281 1/26/35
545970179 $38,020
853818034 $31,738 $197,010 $5,085
622467550 12/25/34 $34,199 $174,149 $10,572
752303782 12/7/34 $36,628 $195,006
328641583 11/20/34 $70,171 $257,641
659457347 11/12/34 $231,739
560362522 $5,906
160838572 8/13/34 $107,287
333306857 8/2/34 $24,274 $211,649 $1,235
630338136 7/5/34 $29,603 $159,862 $5,088
292375208 6/29/34 $26,123 $5,766
545506545 6/15/34 $22,481 $127,617 $33,075
484843142 6/7/34 $187,397
214102483 5/23/34 $131,548 $379,682 $23,930
314494315 5/9/34 $68,304 $253,131
258989533 5/1/34 $179,255 $10,138
789355234 3/19/34 $94,474 $37,129 $1,758
910338728 3/18/34 $110,627
710144289 3/16/34 $60,349 $247,580
546638810 3/13/34 $52,074 $220,576
145302408 2/22/34 $98,581 $326,554 $9,126
130620962 2/11/34 $85,894 $302,832 $23,990
304739156 1/28/34 $21,038
666799687 1/25/34 $61,059 $229,924 $3,628
963636108 12/31/33 $64,980 $240,241 $5,914
239170137 12/16/33 $56,513 $189,268
756407998 12/4/33 $131,232 $374,391
477675422 11/5/33 $579,056 $30,530 $6,617
379077896 9/20/33 $182,270 $438,521
213661816 7/29/33 $249,286
816660805 7/28/33 $78,458 $267,837
754377188 $87,347
794573999 7/13/33 $45,876 $207,530 $28,353
355183476 7/7/33 $102,485 $345,449 $1,194
974977714 7/1/33 $20,443 $164,510
211366393 $47,667 $179,034
813493767 6/11/33 $88,979 $275,391
721346391 5/30/33 $72,781 $220,801
940706638 5/28/33 $23,569 $178,084
813980792 5/24/33 $61,473 $248,544
248876932 5/20/33 $148,288
901009065 5/15/33 $84,791 $5,918
979632356 5/12/33 $70,618 $263,650
843526889 5/7/33 $75,778 $231,320 $4,450
789052727 4/27/33 $78,187 $285,421 $3,834
801828253 4/22/33 $90,934 $271,721
644271894 4/18/33 $49,077 $191,144
446590187 3/30/33 $200,581
324279975 3/10/33 $74,260 $277,449 $15,530
269372160 3/5/33 $92,929 $290,836
500686112 2/18/33 $45,790 $213,595
963110648 2/11/33 $86,112 $278,597
731712086 1/21/33 $325,826
543478574 12/30/32 $83,827 $275,725 $43,590
293953229 12/20/32 $108,654 $328,868
983036901 11/29/32 $33,644 $186,626 $21,020
416463247 11/10/32 $97,259 $313,615 $1,451 $9,663
901919300 10/3/32 $208,565 $7,675
137602505 8/18/32 $55,289
855026992 7/26/32 $2,558
471817271 7/21/32 $268,256
307926948 7/13/32 $219,318 $8,641
124063432
361246839 6/7/32 $392,118 $24,940
992983641 5/20/32 $94,046
448450489 4/25/32 $56,946 $246,083
254744221 2/9/32 $45,368 $190,399 $2,464
554909700 $7,445
734846082 2/4/32
633060310 1/21/32 $53,714 $209,432 $2,049
275098356 1/13/32 $40,863
638610775 12/1/31 $30,182 $143,293 $5,391
584699169 10/28/31 $300,670
758199631 10/4/31 $172,804 $459,717 $4,590
446513537 8/6/31 $168,795
721671665 7/27/31 $45,033
650554881 7/4/31 $67,371 $248,630
436207254 6/20/31 $76,821 $32,363
416237995 2/6/31 $50,096 $247,477
477735864 11/27/30 $129,914
316973951 9/12/30 $249,026
111083420 8/17/30 $5,622 $181,254
830802531 6/12/30 $60,965 $231,014 $48,298
327737945
490230094 3/14/30 $16,122 $159,132

Description

ID

KIDSDRIV

BIRTH

YOJ

INCOME

HOME_VAL

MSTATUS

GENDER

EDUCATION

OCCUPATION

TRAVTIME

CAR_USE

URBANICITY

BLUEBOOK

PARENT1

CAR_TYPE

MSTATUS

OLDCLAIM

GENDER

CLM_FREQ

EDUCATION

CLM_AMT

OCCUPATION

CAR_AGE

of car

CAR_USE

URBANICITY

CAR_TYPE

Age
HOMEKIDS
YOJ
INCOME
HOME_VAL
TRAVTIME
BLUEBOOK
OLDCLAIM
CLM_FREQ
CLM_AMT
CAR_AGE
Id of customer
Total No of kids the car driver has
Date of birth
HOMEKIDS No of kids the driver has at home
Year in which the car owner applied for the car insurance policy ( 0 means insurance was applied for while the car is brand new, 10 means insurance was applied for in the 10th year of car ownership)
Income
PARENT1 If car owner has his parents
Value of the house owned
Marital status
Gender
Education level
Occupation level
Travel time taken taken in minutes(On an average) Dimensions
Purpose of using the car
What is the worth of the car
Car type
Previous claim
How often claimed
Currentl Claimed amount
Age
Where the car is being driven primarily
Measures

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Get result-oriented writing and never worry about grades anymore. We follow the highest quality standards to make sure that you get perfect assignments.

Experienced Writers

Our writers have experience in dealing with papers of every educational level. You can surely rely on the expertise of our qualified professionals.

On-Time Delivery

Your deadline is our threshold for success and we take it very seriously. We make sure you receive your papers before your predefined time.

24/7 Customer Support

Someone from our customer support team is always here to respond to your questions. So, hit us up if you have got any ambiguity or concern.

Complete Confidentiality

Sit back and relax while we help you out with writing your papers. We have an ultimate policy for keeping your personal and order-related details a secret.

Authentic Sources

We assure you that your document will be thoroughly checked for plagiarism and grammatical errors as we use highly authentic and licit sources.

Moneyback Guarantee

Still reluctant about placing an order? Our 100% Moneyback Guarantee backs you up on rare occasions where you aren’t satisfied with the writing.

Order Tracking

You don’t have to wait for an update for hours; you can track the progress of your order any time you want. We share the status after each step.

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Areas of Expertise

Although you can leverage our expertise for any writing task, we have a knack for creating flawless papers for the following document types.

Areas of Expertise

Although you can leverage our expertise for any writing task, we have a knack for creating flawless papers for the following document types.

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Trusted Partner of 9650+ Students for Writing

From brainstorming your paper's outline to perfecting its grammar, we perform every step carefully to make your paper worthy of A grade.

Preferred Writer

Hire your preferred writer anytime. Simply specify if you want your preferred expert to write your paper and we’ll make that happen.

Grammar Check Report

Get an elaborate and authentic grammar check report with your work to have the grammar goodness sealed in your document.

One Page Summary

You can purchase this feature if you want our writers to sum up your paper in the form of a concise and well-articulated summary.

Plagiarism Report

You don’t have to worry about plagiarism anymore. Get a plagiarism report to certify the uniqueness of your work.

Free Features $66FREE

  • Most Qualified Writer $10FREE
  • Plagiarism Scan Report $10FREE
  • Unlimited Revisions $08FREE
  • Paper Formatting $05FREE
  • Cover Page $05FREE
  • Referencing & Bibliography $10FREE
  • Dedicated User Area $08FREE
  • 24/7 Order Tracking $05FREE
  • Periodic Email Alerts $05FREE
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Our Services

Join us for the best experience while seeking writing assistance in your college life. A good grade is all you need to boost up your academic excellence and we are all about it.

  • On-time Delivery
  • 24/7 Order Tracking
  • Access to Authentic Sources
Academic Writing

We create perfect papers according to the guidelines.

Professional Editing

We seamlessly edit out errors from your papers.

Thorough Proofreading

We thoroughly read your final draft to identify errors.

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Delegate Your Challenging Writing Tasks to Experienced Professionals

Work with ultimate peace of mind because we ensure that your academic work is our responsibility and your grades are a top concern for us!

Check Out Our Sample Work

Dedication. Quality. Commitment. Punctuality

Categories
All samples
Essay (any type)
Essay (any type)
The Value of a Nursing Degree
Undergrad. (yrs 3-4)
Nursing
2
View this sample

It May Not Be Much, but It’s Honest Work!

Here is what we have achieved so far. These numbers are evidence that we go the extra mile to make your college journey successful.

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Happy Clients

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Words Written This Week

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Ongoing Orders

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Customer Satisfaction Rate
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Process as Fine as Brewed Coffee

We have the most intuitive and minimalistic process so that you can easily place an order. Just follow a few steps to unlock success.

See How We Helped 9000+ Students Achieve Success

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We Analyze Your Problem and Offer Customized Writing

We understand your guidelines first before delivering any writing service. You can discuss your writing needs and we will have them evaluated by our dedicated team.

  • Clear elicitation of your requirements.
  • Customized writing as per your needs.

We Mirror Your Guidelines to Deliver Quality Services

We write your papers in a standardized way. We complete your work in such a way that it turns out to be a perfect description of your guidelines.

  • Proactive analysis of your writing.
  • Active communication to understand requirements.
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We Handle Your Writing Tasks to Ensure Excellent Grades

We promise you excellent grades and academic excellence that you always longed for. Our writers stay in touch with you via email.

  • Thorough research and analysis for every order.
  • Deliverance of reliable writing service to improve your grades.
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