Homework 6
(Note that this homework has 3 questions: Questions 0, 1, and 2)
Question 0. Suppose the director of the Chapel Hill Sanitation Department is interested in the annual repair expense she should
expect to incur. In order to estimate the repair expenses, the director has accumulated the following information.
Truck
Repair
Number EXPENSE
101
800
102
700
103
500
104
400
(a) Determine the point estimate for the true population mean (true average truck-repair EXPENSE).
(b) Determine a 90% confidence interval estimate for the true average truck-repair EXPENSE
(Note that this is an interval estimation problem covered in Class 2).
(c) If you used the sample average EXPENSE as the estimate for the expense for each truck,
what would be the total SQUARED errors made for these 4 trucks by the estimation?
Question 1. Suppose the director of the Chapel Hill Sanitation Department is interested in the relationship between
the age of a garbage truck and the annual repair expense she should expect to incur. In order to determine
this relationship, the director has accumulated information concerning four of the trucks randomly selected
from the trucks city currently owns.
Truck
Repair Years
Number EXPENSE AGE
101
800
5
102
700
3
103
500
3
104
400
1
I. Answer the following questions by using PHStat Output. Attach the computer output to your answers:
(0)
(1)
(2)
(3)
(4)
(5)
(6)
(7)
(8)
(9)
What is the correlation coefficient between the truck-repair EXPENSE and AGE?
Using the method of least squares, determine the equation for the estimated regression line Y = b0 + b1X1
State the meaning of slope b1 and the intercept b0 of the regression line
Using the estimated regression equation, calculate the predicted annual repair EXPENSE for a 3-year-old truck
(a) If you used the sample average expense as the estimate for the expense for each truck,
what would be the total squared errors made for these 4 trucks (SST)?
(b) If you use regression prediction values as your estimate for truck EXPENSES, what would be the
squared errors (SSE)?
(c) How much of the total variation is explained by the regression (SSR)?
What percentage of the total variation in repair EXPENSES is explained by the regression (r 2)?
What is the standard error of the estimate SYX?
Calculate the predicted annual repair EXPENSE for a 4-year-old truck.
(a) Construct 90% confidence interval for the mean repair EXPENSE for the trucks that are 4 years old.
(b) Construct 90% prediction interval for the repair EXPENSE of an individual truck that is 4 years old.
(a) In testing Ho that b1=0 against the two sided alternative, should the Null hypothesis be accepted or
rejected at the 0.10 significance level?
II. The computer (PHStat) output contains the answers to the following questions:
(0), (1), (4), (5), (6), 8(a) and (8b).
You have already provided answers to these questions above. Show these answers on the computer output
by writing the number of the question next to the output.
Page 1 of 4 (Homework 6)
Important:
Question 2.
You are interested in determining the relationship between the employee INCOME (Y), and the years of WORK (X 1) and
PHStat REGRESSION procedure, when CIE & PIE is selected, sometimes fails to work.
the years of EDUCation (X2) for the employees in your occupational group. (You will be using the file for the occupational group
If that happens, do the following:
that you have created as part of homework 1). Use PHStat (or Excel) output to answer these questions.
(a) Open a new file and copy your data into this new file
0. Calculate the correlation coefficients between the INCOME (Y), years of WORK (X 1), and EDUCation (X2).
(b) Repeat PHStat --> Multiple-Sample Test --> One-Way ANOVA
I. Answer the following questions by using the number of years WORKed (X 1) as the independent variable to predict the
(c) If the same problem continues
INCOME of the employees in your occupational group.
Note: This means you will be using ONE X variable (WORKed) to predict INCOME (Y). Therefore, a simple regression output
is to be used to answer questions below.
Write down the answers to the questions (a)-(j). Do not show them on the computer output.
(a) Using the method of least squares, determine the equation
for the estimated (simple) regression line Y = b 0 + b1X1.
(b) If you had used the average INCOME as your estimate, what would be the total sum of squared errors (SST)?
(c) If you use regression prediction values as your estimate for the INCOME, what would
be the squared errors - error sum of squares (SSE)?
(d) How much of the total variation is explained by the regression (SSR)?
2
(e) What percentage of the total variation in INCOMES is explained by the regression (r )?
(f) What is the standard error of the estimate (SYX)?
(g) Calculate the predicted value for the INCOME an employee with 20 years of WORK experience.
(h) Construct 99% confidence interval for the mean INCOME of the employees with 20 years of WORK experience.
(i) Construct 99% prediction interval for the INCOME of an individual employee with 20 years of WORK experience.
(j) In testing Ho that b1=0 against the two sided alternative, should the Null hypothesis be accepted or rejected at the
0.01 significance level (a)? What does it mean to reject H0?
II. Suppose you wanted to use the variables (X 1= years of WORK, and X2= EDUCation) 'as the independent variables
to predict the INCOME of the employees in your occupational group.
Note: This means you will be using TWO X variables (WORKed and EDUCATION) to predict INCOME (Y).
Therefore, a multiple regression output is to be used to answer questions (a)-(j) below.
Write the answers to the questions (a)-(j). Do not show them on the computer output.
(a) Using the method of least squares, determine the equation for the estimated regression line Y = b0 + b1X1 + b2X2
(b) State the meaning of the slope b2 for the EDUCation of the employees.
(c) Using the estimated multiple regression equation, calculate the predicted INCOME of an employee with 20
years of WORK experience and 14 years of EDUCation.
(d) If you had used the average INCOME as your estimate, what would be the total sum of squared errors (SST)?
(e) If you use multiple regression prediction values as your estimate for employee INCOMES what would be the
squared errors - error sum of squares (SSE)?
(f) How much of the total variation is explained by the years of WORK and EDUCation (SSR)?
(g) What percentage of the total variation in employee INCOMES is explained by the years of WORK and
EDUCATION (r2Y.12)?
(h) Construct 95% confidence interval for the mean INCOME of the employees who have 20 years of WORK
experiences and 14 years of EDUCation.
(i) In testing Ho that b2=0 against the two sided alternative, should the Null hypothesis be accepted or rejected at
the 0.05 significance level (a)?
(j) Based on the hypothesis testing result of (i) above, does the EDUCATION have a significant effect on the INCOME
of the employees in your occupational group?
Page 2 of 4 (Homework 6)
(i) Close and restart your computer
(ii) Open a new file and copy your data to this new file
(iii) Repeat PHStat --> Multiple-Sample Test --> One-Way ANOVA
USING PHStat TO OBTAIN SIMPLE REGRESSION
(See Pages 472-474 in the textbook for more information about using PHStat for Simple Regression)
Choose the following:
Check ANOVA and Coefficients Tables
PHStat ---> Regression ---> Simple Linear Regression… --->
Output
(Fill out the window as shown below)
Data
X Value
Confidence Level
1,652.96
95%
Intermediate Calculations
Sample Size
70
Degrees of Freedom
68
t Value
1.9955
XBar, Sample Mean of X
214.9286
Sum of Squared Differences from
7,606,537
XBar
Standard Error of the Estimate 15.9436
h Statistic
0.0143
Predicted Y (YHat)
214.929
17
For Average Y
Interval Half Width
3.803
Confidence Interval Lower Limit 211.126
Confidence Interval Upper Limit 218.731
18a
For Individual Response Y
Interval Half Width
32.041
Prediction Interval Lower Limit 182.887
Prediction Interval Upper Limit 246.970
Regression Statistics
Multiple R
0.8617
R Square
0.7425
Adjusted R Square
0.7388
Standard Error
15.9436
Observations
70
18b
15
16
14cba
ANOVA
Regression
Residual
Total
Intercept
AREA
df
1
68
69
Coefficients
81.110
0.081
11
SS
49,853.253
17,285.390
67,138.643
Standard Error
9.744
0.006
MS
49,853.253
254.197
F
196.121
Signif F
0.00000
t Stat
8.324
14.004
P-value
0.00000
0.00000
Lower 95%
19a
61.67
0.07
Upper 95%
100.55
0.09
19b
USING PHStat TO OBTAIN MULTIPLE LINEAR REGRESSION
(See Pages 517-520 in the textbook for more information about using PHStat for Multiple Regression)
Choose the following:
PHStat ---> Regression ---> Multiple Regression… --->
Check ANOVA and Coefficients Tables
(Fill out the window as shown below)
Confidence Interval Estimate and Prediction Interval
Example 1-2
Data
Confidence Level
AREA given value
ASSESS given value
0.95
1
1,652.96
137.60
Enter
these
Predicted Y (YHat)
214.906
27
For Average Predicted Y (YHat)
Interval Half Width
3.193
Confidence Interval Lower Limit
211.714
Confidence Interval Upper Limit
218.099
For Individual Response Y
Interval Half Width
26.901
Prediction Interval Lower Limit
188.005
Prediction Interval Upper Limit
241.807
SUMMARY OUTPUT
Regression Statistics
Multiple R
R Square
Adjusted R Square
Standard Error
Observations
28a
28b
Example 1-2
0.9063
0.8213
0.8160
13.3820
70
25
26
24cba
ANOVA
df
2
67
69
Regression
Residual
Total
Intercept
AREA
ASSESS
Coefficients
53.5824
0.0646
0.3961
21
SS
55,140.48
11,998.17
67,138.64
Stand Error
9.6202
0.0057
0.0729
MS
27,570.24
179.077
t Stat
5.5698
11.3225
5.4337
F
153.9574
Significance F
P-value
0.0000
0.0000
0.0000
Lower 99% Upper 99%
28.0771
79.0877
0.0495
0.0798
0.2028
0.5893
29a
0.0000
29b
nter
ese
Employee Satisfaction Survey
Page A0
Gemini Healthcare (GH) is a not-for-profit, academic health system. GH is affiliated with the Medical School
of the local university. The GH system includes three hospitals—American, Badger, and County Hospital.
American Hospital with 400 beds is the major hospital of Gemini Healthcare. Badger Hospital is a 150-bed
facility. County Hospital with 250 beds has provided high-quality healthcare for more than 30 years.
Gemini Healthcare employs 10,000 people in its facilities. As part of its movement to implement a Total
Quality Management (TQM) philosophy and to improve the productivity, the management of Gemini
Healthcare wants to develop an employee profile that will measure job satisfaction. The company hires
L&B Corporation, a management consulting firm, to survey Gemini employees. After careful consideration,
the Human Resources department and a statistician from the L&B Corporation determine that a survey will
be sufficient to obtain the information. Given below is the list of the 16 questions used in the survey. The
Vice-President of the Human Resources and the statistician decided that a sample size of 800 would be
sufficient to obtain a confident result. The responses of the 800 full-time employees who have participated
in the survey are given on Pages A1-A12.
Survey Questions:
1 Identification number
2 What is your occupation?
0. Managerial 1. Professional 2. Production 3. Admin. Support
4. Laborer 5. Finance 6. Corporate 7. Sales
8. Information Systems 9. Technical 10. Service
3
4
5
6
What was your "before tax" income last year?
How many years you have worked full time (since you were 16)?
How many years of school you have completed?
What is your gender?
(0=Female, 1=Male)
7
8
9
10
11
What is your age (as of last birthday)?
How many hours did you work last week?
Among family members, how many were employed last year?
What was your "before tax" total family income last year?
On the whole, how satisfied are you with your job?
(1=Very Satisfied, 2=Moderately Satisfied, 3= A Little Satisfied, 4=Very Dissatisfied)
12 Which one of the following characteristics is most important to you?
(1=High Income, 2=No Danger of Being Fired, 3=Flexible Hours,
4=Opportunities for Advancement, 5= Enjoying the Work)
13 Which one of the following is the way most people get ahead on the job?
(1=Hard Work, 2=Hard Work and Luck, 3=Luck)
14 How many traumatic events did you experienced last year?
15 How many years altogether you have worked for your present employer?
MY OCCUPATION IS #3 ADMI
Page A3
Employee Satisfaction Survey Results (SORTED by OCCUPATION)
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
1
4
35.7
25
14
0
2
3
35.2
15
12
0
3
0
88.3
14
20
1
4
0
50.5
12
15
1
5
11
30.2
3
14
1
6
11
45.7
40
14
1
7
11
30.0
10
14
0
8
2
28.0
10
13
0
9
1
70.8
15
18
1
10
0
48.4
15
16
1
11
1
41.0
13
12
0
12
2
86.6
30
13
1
13
11
43.3
12
12
0
14
3
25.8
20
14
0
15
4
37.5
31
4
1
16
11
64.2
23
16
1
17
11
42.0
20
12
0
18
0
36.6
43
16
1
19
3
43.1
7
16
1
20
4
20.5
3
11
1
21
3
34.3
7
12
0
22
2
43.3
17
10
1
23
11
43.8
14
16
1
24
11
45.7
20
13
0
25
5
54.7
13
16
0
26
1
33.7
25
16
0
27
11
66.4
27
13
1
28
2
52.7
18
15
1
29
3
24.7
15
16
1
30
0
41.3
18
12
0
31
3
34.1
33
14
0
32
11
40.3
15
12
0
33
11
55.2
24
13
1
34
1
27.9
9
16
0
35
11
30.4
11
17
0
36
2
36.3
23
13
1
37
1
31.6
12
16
0
38
0
58.7
19
19
1
39
11
28.4
23
15
1
40
3
25.4
16
12
1
41
0
63.7
42
14
1
42
1
27.0
7
16
0
43
4
21.5
1
12
1
44
1
27.7
14
16
0
45
11
21.8
18
9
0
46
0
85.6
23
18
1
47
1
37.6
9
18
1
48
0
42.8
22
17
0
49
11
26.6
3
14
0
50
3
29.3
10
13
0
51
0
60.1
20
17
0
52
1
46.3
7
19
1
53
0
40.3
16
18
1
54
11
51.5
12
12
1
55
1
39.8
23
17
0
56
0
42.2
2
16
1
57
11
50.2
14
16
0
58
3
32.5
10
12
1
59
0
30.1
18
17
1
60
11
31.6
4
9
0
61
0
60.6
36
16
1
62
0
32.5
23
13
0
63
2
66.7
27
14
1
64
0
25.5
5
11
0
65
2
27.0
13
10
0
66
4
26.5
27
12
1
67
0
53.3
18
15
1
7
AGE
64
33
35
33
23
60
37
25
39
35
35
49
34
50
49
39
61
59
25
20
24
33
30
37
26
42
43
35
35
34
50
34
41
44
27
40
33
38
41
32
58
28
18
33
34
39
31
48
21
26
29
33
36
28
40
25
39
27
40
27
53
39
47
27
40
27
35
8
Work
HRS
30
50
50
40
40
40
40
40
50
30
32
55
40
40
40
40
40
40
40
50
49
30
55
64
40
40
50
40
40
48
42
50
45
40
40
40
32
50
89
40
48
40
45
40
38
40
40
40
40
40
40
45
32
62
40
40
40
40
40
40
50
46
72
40
40
30
50
9
No
EARN
2
1
2
2
1
1
1
3
1
1
1
2
2
1
1
2
1
1
1
2
2
2
1
1
2
3
4
2
2
2
3
4
2
3
2
3
2
2
1
1
2
1
5
1
3
1
1
1
2
1
1
1
2
2
1
2
1
3
2
3
3
2
1
2
2
1
1
10
Fam
Inc
81.9
25.2
85.3
85.6
20.2
35.7
15.0
49.5
60.8
38.4
33.5
93.5
55.2
17.4
27.6
67.2
34.6
35.4
33.1
14.3
27.4
42.8
33.8
35.7
65.3
51.2
91.8
51.8
46.9
67.7
69.6
34.2
18.5
34.2
36.2
29.9
46.6
68.0
19.2
15.4
56.5
20.0
55.5
19.3
43.7
91.8
29.4
33.5
60.7
19.6
50.1
37.4
71.3
47.1
44.1
43.2
45.2
32.5
35.1
48.9
75.1
50.3
59.5
30.4
19.3
17.0
43.3
11
Job
Sat
1
1
2
2
1
1
2
2
2
2
1
3
2
3
2
1
1
2
4
1
3
3
1
1
1
1
1
1
2
1
2
2
2
1
2
1
1
1
3
1
2
1
3
1
2
1
2
2
2
2
1
2
4
1
4
1
2
1
2
2
2
1
1
4
2
2
1
Page A1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
3
2
0
11
0
1
2
0
4
3
4
1
0
3
0
3
1
0
9
2
1
1
0
1.5
0
1
1
0
20
0
1
2
0
1.5
0
5
3
1
1.5
0
5
1
0
5
0
1
2
0
3
2
1
1
0
1.5
0
1
1
0
5
0
1
1
0
6
1
1
1
0
10
0
3
2
1
22.08
0
5
1
0
0.5
0
1
1
0
0.75
0
5
1
1
1.5
1
5
3
0
1
1
1
1
0
1
3
4
2
0
5
1
5
1
0
5
0
5
1
0
5
1
5
1
1
3
0
4
1
0
3.5
1
1
1
1
5.5
0
4
1
0
12
2
5
1
0
0.5
0
5
2
3
0.75
2
3
1
0
3
0
5
1
0
3.5
1
3
3
1
8
2
1
1
0
2
0
1
3
0
5.5
0
5
1
0
7
0
1
1
0
10
1
5
3
0
2.58
0
4
1
0
15
4
1
1
0
1
0
1
2
0
0.16
0
4
3
0
36
4
5
1
0
12.33
1
1
1
0
1
0
5
2
0
3
0
1
1
0
1.5
1
5
2
1
3
0
5
1
0
4
0
5
1
0
6
2
5
1
0
0.66
0
3
1
0
4
5
5
1
0
16
0
5
1
0
4
1
5
2
0
4.08
1
4
2
0
5
3
5
3
0
4.5
0
4
1
0
2
0
5
1
0
2
1
5
1
0
5
0
1
1
0
11.83
4
5
1
0
4
0
1
3
0
10
0
5
1
0
1
0
1
1
0
5
0
2
2
1
2
2
5
3
0
4
0
5
1
2
0.5
0
1
1
1
10
0
Page A4
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
68
11
32.0
8
16
1
69
4
20.2
34
9
1
70
1
51.3
13
16
1
71
4
64.2
26
12
1
72
1
29.8
12
14
0
73
2
60.0
32
12
1
74
0
54.7
13
16
0
75
0
26.0
6
16
0
76
9
24.6
20
12
0
77
3
31.7
15
12
0
78
0
33.6
11
16
1
79
2
49.0
30
12
1
80
4
40.9
37
14
1
81
2
42.3
11
13
1
82
3
27.9
17
14
1
83
1
49.8
42
15
1
84
1
47.2
19
16
0
85
1
64.6
30
16
1
86
2
28.8
24
14
0
87
4
49.6
8
17
1
88
11
88.0
23
14
1
89
0
35.2
20
12
0
90
1
74.5
21
20
1
91
0
38.6
21
13
0
92
0
71.7
25
16
0
93
0
45.1
12
16
0
94
3
30.6
20
14
0
95
11
23.7
15
12
0
96
11
50.8
35
12
1
97
2
49.2
8
15
1
98
3
29.7
27
12
0
99
3
37.1
21
13
0
100
3
27.8
20
12
0
101
4
24.6
20
12
0
102
11
38.4
17
14
1
103
11
31.1
8
14
1
104
2
25.0
14
12
1
105
1
39.2
18
18
1
106
11
33.0
15
16
1
107
2
30.0
8
10
1
108
3
33.1
25
16
0
109
3
36.8
18
13
1
110
3
29.3
8
12
0
111
11
20.3
6
16
1
112
3
26.7
20
12
0
113
3
25.9
9
12
0
114
3
35.8
45
12
0
115
3
33.9
10
13
1
116
4
28.9
16
14
1
117
2
46.3
10
12
1
118
1
68.0
34
20
0
119
11
40.7
25
15
0
120
1
61.8
27
17
1
121
11
32.1
7
15
1
122
11
42.5
24
12
1
123
0
34.8
14
16
0
124
12
51.5
26
16
0
125
0
38.5
17
12
0
126
3
30.0
15
12
0
127
11
37.1
8
12
1
128
4
47.3
10
14
1
129
4
26.7
20
12
0
130
11
61.8
49
12
1
131
11
32.7
15
14
0
132
2
52.5
27
8
1
133
1
54.4
28
19
1
134
3
60.5
20
16
1
135
11
91.7
36
16
1
136
11
65.3
20
16
1
137
3
26.2
10
12
0
7
AGE
25
53
35
43
33
48
26
23
49
53
29
53
43
30
27
59
36
52
40
29
40
36
38
64
43
28
52
48
52
29
43
39
40
49
34
25
32
39
32
25
42
37
28
23
37
35
63
29
33
26
50
49
44
25
41
44
48
36
42
26
27
48
65
33
44
48
37
52
38
35
8
Work
HRS
40
35
40
48
40
40
40
40
40
40
55
40
40
40
40
35
40
40
50
59
40
45
45
43
55
46
40
30
40
50
40
36
45
40
48
50
42
32
40
40
36
40
50
60
40
43
35
41
50
44
40
40
35
31
40
40
45
60
40
40
65
40
40
40
40
55
50
70
60
40
9
No
EARN
3
1
1
2
3
3
2
1
4
1
1
2
1
2
2
2
1
2
2
2
2
1
1
1
2
1
1
2
2
1
2
3
1
4
2
1
1
3
1
1
1
4
1
3
2
1
1
2
2
1
2
3
3
2
1
3
1
3
2
1
2
3
4
2
1
4
2
1
2
2
10
Fam
Inc
52.3
15.6
41.3
67.9
62.5
54.1
65.3
16.9
82.5
35.7
34.8
43.9
30.9
39.3
46.5
69.0
38.8
56.7
57.4
46.6
92.9
25.9
65.7
35.2
78.8
38.3
47.3
36.1
96.2
63.6
57.8
31.2
17.8
82.5
33.4
29.9
15.0
62.6
23.5
20.0
34.2
34.0
19.3
38.4
26.5
15.9
38.7
43.0
22.4
36.3
98.7
50.8
61.6
39.8
23.4
48.2
42.1
59.0
23.0
38.2
39.7
46.8
68.0
83.3
49.2
66.8
59.2
81.7
59.0
43.4
11
Job
Sat
1
1
2
1
2
2
1
1
2
2
2
2
1
2
2
1
2
4
1
1
1
3
1
1
1
2
2
1
3
1
1
2
1
2
1
2
3
1
2
3
4
3
2
2
2
1
1
2
2
2
2
2
2
1
1
1
1
4
1
1
2
2
1
2
2
2
2
1
1
2
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
0
2.5
0
5
1
1
5
0
5
1
0
6.41
3
1
1
0
11
2
1
1
1
2
1
4
3
2
21
4
4
1
0
3.5
1
2
1
0
0.75
0
1
1
0
4
0
5
2
0
12.5
1
5
1
0
1
1
5
1
0
0.08
0
5
3
0
2
0
5
1
0
10
2
5
1
2
0.5
0
5
1
0
6
0
4
2
0
12.5
1
5
1
0
21
1
5
3
0
1.5
1
1
2
0
2.83
0
5
1
0
4.33
0
1
1
0
10
1
5
3
0
4
2
4
1
0
7
1
5
1
0
18
2
5
1
0
0.16
0
5
1
0
3
1
5
1
0
1.66
0
5
1
1
0.08
0
4
2
0
1
0
5
1
0
9.41
1
5
1
0
16
0
1
1
0
0.5
0
1
1
0
4
0
5
1
0
10
2
2
1
0
3
0
4
3
0
1
0
3
2
0
2
0
1
1
0
3
3
4
3
0
2
3
5
2
0
12
1
4
1
0
16
0
1
1
0
3
0
1
3
0
1
1
1
1
0
10
0
5
1
0
1.5
1
2
3
0
22
1
4
3
0
3
2
5
2
1
1
0
1
1
0
2.5
0
3
3
0
8
0
5
1
0
3.41
0
5
3
0
22
0
2
1
0
1
1
1
1
0
10.5
1
1
1
0
5
3
4
2
0
4
0
1
1
0
9.5
1
2
3
0
7.08
0
1
3
0
1
0
1
1
1
2
0
5
1
0
9
0
4
1
1
12.41
2
3
3
0
3.75
0
4
3
0
11
1
4
3
0
5.66
0
5
1
0
8.5
2
5
1
0
1
0
5
1
0
2.66
0
1
1
0
2.5
3
Page A5
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
138
0
52.6
12
16
1
139
2
52.3
16
12
1
140
3
44.6
10
16
0
141
4
32.5
6
12
1
142
0
57.1
45
11
1
143
11
49.1
24
13
1
144
4
24.9
9
15
1
145
11
26.0
19
18
0
146
11
43.1
19
16
1
147
0
31.2
20
12
0
148
2
31.7
15
11
1
149
11
35.1
30
10
0
150
3
32.7
13
15
0
151
1
37.0
15
19
0
152
11
26.1
3
10
1
153
2
40.4
14
12
1
154
1
38.6
6
17
1
155
11
35.2
9
14
1
156
11
40.6
15
17
1
157
2
40.9
33
12
1
158
4
45.1
31
12
1
159
4
23.9
10
14
0
160
11
27.1
20
10
0
161
11
51.5
26
16
0
162
4
36.7
19
16
1
163
3
30.0
25
13
0
164
11
32.7
21
14
1
165
11
48.2
23
12
1
166
3
29.7
15
12
0
167
4
55.3
14
12
1
168
4
44.0
12
12
1
169
1
67.8
22
20
1
170
0
43.3
20
20
0
171
4
55.3
30
16
1
172
11
48.1
32
14
1
173
0
24.7
7
16
1
174
11
34.7
27
13
0
175
11
23.6
5
13
0
176
3
30.5
20
12
0
177
1
45.5
13
12
1
178
1
58.6
15
20
1
179
2
54.8
18
13
1
180
1
50.1
25
15
1
181
1
61.4
29
18
1
182
1
39.9
38
18
1
183
4
33.7
40
8
1
184
1
36.4
40
10
1
185
2
40.8
25
13
1
186
11
55.7
15
16
1
187
3
28.9
12
12
0
188
1
47.9
30
18
0
189
0
57.7
15
12
1
190
11
49.0
27
16
1
191
0
42.4
11
20
1
192
4
41.2
21
14
1
193
0
36.7
26
12
0
194
4
26.4
13
12
1
195
4
36.1
13
10
1
196
11
69.3
30
16
1
197
0
52.3
18
16
1
198
3
23.2
22
12
0
199
4
21.9
35
14
0
200
3
48.7
8
12
0
201
11
43.7
24
14
0
202
11
36.9
11
16
1
203
0
33.0
16
12
0
204
11
27.3
16
14
0
205
11
48.3
24
12
1
206
0
69.3
18
12
1
207
3
26.3
24
12
1
7
AGE
34
34
27
23
62
41
26
36
37
39
33
61
29
47
20
31
28
22
36
51
48
30
40
48
35
61
38
40
32
32
33
39
58
47
50
24
44
30
55
30
31
37
41
46
57
61
58
49
32
29
47
32
44
34
38
42
30
29
47
40
38
55
32
43
37
32
31
44
39
41
8
Work
HRS
43
52
40
46
50
76
38
42
40
40
40
40
42
41
54
60
50
40
40
67
44
37
40
45
48
40
38
40
40
52
40
60
45
52
40
50
50
40
40
40
60
60
50
55
49
32
40
40
40
32
40
60
40
55
60
60
42
40
50
70
40
40
40
40
40
55
40
89
50
72
9
No
EARN
1
1
2
2
1
2
2
2
4
1
1
1
2
1
2
1
2
1
1
3
2
2
2
1
2
1
3
2
2
1
2
2
2
1
2
2
4
2
1
1
2
1
3
2
3
2
1
2
1
2
1
2
2
1
2
3
1
2
4
1
2
2
1
2
1
2
2
2
2
1
10
Fam
Inc
42.6
42.3
69.3
25.3
47.1
46.1
39.1
71.2
51.2
21.2
39.2
25.5
43.1
36.3
22.5
32.4
31.1
25.2
30.6
47.4
63.2
43.4
15.0
42.1
46.6
20.0
49.5
66.2
38.9
45.3
46.4
78.6
35.5
46.0
50.5
25.3
56.6
21.9
20.5
35.5
51.2
45.5
45.1
90.4
34.6
26.6
26.4
58.7
45.7
21.9
37.9
69.7
69.6
32.4
50.0
38.2
17.3
28.6
89.2
42.3
16.7
24.0
38.7
21.3
26.9
32.2
27.6
46.1
74.0
16.3
11
Job
Sat
1
2
1
2
1
1
1
4
2
2
2
1
2
4
2
2
2
2
1
1
2
2
1
1
2
1
2
1
2
1
3
1
1
2
3
2
1
4
2
1
1
2
2
1
2
2
1
4
2
1
3
2
1
1
2
2
3
2
1
1
2
1
2
1
1
2
1
1
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
3
0
5.5
1
5
1
0
13
2
5
1
0
5
4
5
1
1
1.41
0
1
2
0
52.25
4
5
1
0
27.16
4
5
1
5
0.5
1
5
1
1
1
0
5
1
2
19
4
5
1
0
10
0
5
1
0
1
2
5
2
0
13
3
2
3
0
4.33
0
1
1
0
1
0
4
2
0
3
0
5
2
0
12.5
3
5
1
0
4.58
2
5
2
0
1
0
5
1
0
7
3
4
3
1
32.33
0
2
3
0
24.75
2
5
1
0
4
0
1
1
0
17
0
4
2
0
4
0
1
1
0
12
1
1
2
0
18.33
0
2
1
0
2.66
2
2
1
0
3
1
5
1
1
11.58
3
5
1
0
13
3
5
1
1
11
0
5
1
0
17
2
4
2
0
12
0
5
3
0
8
0
5
2
0
22.5
2
5
2
0
1
0
1
1
0
10
0
5
2
0
2
0
1
2
0
15
2
1
1
0
1.5
0
5
1
0
3
1
5
2
0
3
0
4
1
0
6
2
5
2
0
7
4
5
1
0
34
0
5
1
1
40
0
1
2
0
3.91
0
5
2
0
6
0
5
1
0
7
1
5
1
0
3
1
3
1
0
2
0
1
1
0
12
5
4
1
0
22
4
5
1
0
4
1
5
1
0
15
2
5
1
2
22
3
5
2
1
1.5
0
2
3
0
0.25
0
5
1
0
23.58
3
5
1
0
2
0
5
1
1
1
0
5
1
1
29.5
1
1
1
0
6
0
1
2
0
22.25
1
5
1
0
5
2
5
1
0
11
1
1
1
0
10
2
4
1
0
0.66
0
5
2
0
11
2
5
3
1
18
0
Page A6
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
208
11
44.4
13
14
1
209
4
41.4
41
8
1
210
1
63.8
38
18
1
211
2
36.4
54
12
1
212
3
24.4
6
16
0
213
3
23.4
26
12
0
214
11
33.1
12
16
1
215
4
22.0
19
14
1
216
2
32.8
7
12
1
217
0
40.7
22
16
1
218
3
25.3
17
13
0
219
1
37.9
20
16
0
220
3
25.5
21
14
0
221
9
21.9
35
14
0
222
3
55.8
24
12
1
223
4
39.5
21
15
1
224
1
30.4
4
16
0
225
1
47.7
24
20
0
226
11
33.4
11
14
0
227
4
35.9
11
12
1
228
2
36.8
20
12
1
229
0
51.2
11
15
1
230
11
36.0
8
16
1
231
11
45.2
42
11
1
232
4
23.1
20
12
1
233
3
29.3
16
9
1
234
4
21.1
4
12
0
235
11
28.7
20
9
0
236
3
72.8
19
12
0
237
0
35.2
22
16
0
238
1
31.1
10
13
1
239
11
46.6
25
17
1
240
1
39.3
11
12
1
241
4
29.3
30
8
1
242
1
42.2
14
18
0
243
2
53.6
22
15
1
244
1
38.1
20
16
0
245
11
25.3
13
14
0
246
11
35.0
16
17
0
247
2
25.3
34
13
1
248
11
42.6
14
14
1
249
3
27.8
10
15
0
250
3
25.4
15
14
0
251
0
35.9
19
14
0
252
3
25.0
11
12
0
253
4
40.3
25
13
1
254
3
62.7
31
14
1
255
0
55.7
17
16
1
256
1
38.6
14
20
0
257
0
26.2
20
16
1
258
0
54.7
45
15
1
259
2
28.1
5
12
0
260
0
65.0
45
14
1
261
11
37.5
17
12
1
262
4
35.2
16
11
1
263
4
31.4
22
12
1
264
1
35.5
21
16
0
265
4
26.1
33
10
1
266
2
41.9
34
16
1
267
0
60.4
35
14
1
268
2
26.2
13
13
1
269
3
50.7
24
18
0
270
0
64.9
20
16
1
271
1
28.1
24
18
0
272
1
60.9
14
12
1
273
2
36.1
22
14
1
274
8
25.4
15
14
0
275
0
37.6
28
12
0
276
0
33.9
26
19
0
277
11
68.0
48
12
1
7
AGE
30
58
55
60
29
42
41
35
24
39
38
37
47
55
41
38
26
41
31
29
38
33
25
62
42
33
21
50
36
41
27
42
28
46
32
40
39
30
33
56
30
27
37
36
32
44
48
39
31
39
62
21
62
34
35
41
45
54
51
52
29
44
40
41
31
40
37
43
41
64
8
Work
HRS
40
65
75
68
40
40
38
48
50
45
35
35
60
40
45
60
45
35
40
45
40
40
60
45
40
56
55
40
40
50
57
47
60
40
40
46
40
43
45
40
40
45
40
65
40
50
80
40
45
60
40
72
40
45
40
45
50
40
40
40
60
40
50
40
45
40
40
46
40
48
9
No
EARN
2
3
2
1
3
1
1
2
2
1
1
1
3
2
1
2
1
2
2
2
2
1
1
2
2
1
4
2
1
1
2
1
2
4
1
1
2
2
1
1
2
1
1
1
2
2
2
2
1
1
2
4
3
3
1
1
2
3
1
1
2
2
2
2
1
1
1
1
2
2
10
Fam
Inc
38.3
42.3
74.3
35.4
28.3
29.7
26.9
15.8
34.5
34.1
15.3
35.2
68.7
24.0
49.4
49.7
53.9
61.6
45.6
33.5
34.1
41.2
39.9
34.2
25.8
23.2
35.7
24.8
63.4
26.9
28.3
39.2
44.0
24.0
32.2
51.4
68.7
28.9
26.3
15.3
32.4
17.8
15.4
26.6
25.4
37.7
56.1
68.5
28.6
16.8
49.4
77.9
85.4
45.2
28.4
21.4
70.4
26.4
33.5
53.7
41.2
49.2
82.7
47.1
55.1
26.1
15.4
27.6
55.3
98.6
11
Job
Sat
2
2
3
1
3
1
2
2
2
3
1
2
4
1
1
1
2
1
1
2
2
2
2
2
1
1
1
2
1
1
2
1
3
2
1
1
2
1
2
1
2
1
1
1
2
2
4
2
2
1
1
1
1
1
2
1
2
1
2
1
1
3
3
1
1
2
1
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
1
1
0
11
3
2
1
0
3
0
4
3
4
29
2
1
1
0
10
4
1
1
0
3
0
4
1
0
1.08
1
4
1
0
12
0
2
1
0
7
1
5
1
0
3
0
4
3
0
9
2
5
1
1
4
1
1
1
0
14
0
5
3
0
1
0
5
1
1
29.5
1
5
1
0
8
4
1
3
0
4
1
1
1
0
4
0
3
2
0
17
0
5
2
0
5.5
0
1
1
0
3
0
5
2
0
7
0
5
3
0
10
0
4
1
0
3
0
5
1
0
23
0
1
1
0
12.83
0
4
1
0
4.5
0
5
1
0
2
0
1
1
0
10
0
4
1
0
2.16
0
5
1
0
2.33
0
5
1
0
0.33
1
2
2
2
5
0
5
1
0
5.5
5
1
1
1
2
0
5
1
0
5
0
5
1
0
18
6
3
1
1
5
1
5
3
3
0.25
1
5
1
0
1
0
5
1
0
1.83
0
5
2
0
6
0
5
3
0
2
0
1
1
1
15
3
5
3
0
6
0
3
1
0
10
0
1
1
1
15
0
1
3
0
9
1
4
3
0
16
1
5
2
0
1
0
1
1
2
3.25
0
2
1
0
27
2
1
1
0
1.08
0
1
1
0
1.91
2
4
2
0
2.08
1
1
3
0
13
0
1
1
0
0.25
0
1
1
0
20
3
2
2
0
33
2
5
3
0
6
1
2
2
0
31.91
3
1
3
0
5
1
1
2
0
22
0
5
1
0
6
1
5
1
0
0.25
0
1
1
0
0.66
0
5
2
0
15
1
1
1
1
15
3
5
3
0
14
1
5
1
0
4
0
5
1
1
29
3
Page A7
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
278
1
37.0
23
13
0
279
4
43.0
35
8
1
280
3
27.1
15
13
0
281
2
36.6
20
12
1
282
8
25.5
34
12
0
283
1
36.0
10
18
0
284
11
30.8
9
14
1
285
0
31.3
28
12
1
286
1
33.4
9
16
0
287
0
51.2
16
14
1
288
11
35.8
19
12
0
289
2
49.2
20
14
1
290
11
61.6
12
16
1
291
0
38.1
25
13
0
292
4
37.5
29
12
1
293
11
34.0
16
14
0
294
0
49.6
30
13
0
295
0
40.2
6
16
0
296
8
27.7
20
13
0
297
2
61.2
37
14
1
298
0
86.4
38
12
1
299
1
29.5
27
18
1
300
3
27.7
20
13
0
301
0
39.4
25
16
0
302
4
52.8
38
14
1
303
0
24.7
26
13
1
304
4
30.5
27
16
0
305
1
30.4
27
16
1
306
4
28.2
45
11
0
307
3
25.3
3
12
0
308
1
53.4
25
19
0
309
1
48.5
18
14
1
310
2
46.6
21
14
1
311
11
41.2
20
15
1
312
3
28.1
22
13
0
313
1
40.4
33
18
1
314
1
43.4
14
16
0
315
3
56.6
32
12
1
316
1
77.0
35
19
1
317
1
43.7
32
16
0
318
1
49.4
19
14
1
319
11
41.3
9
16
0
320
1
101.9
35
16
1
321
0
43.7
25
16
0
322
0
26.6
5
15
0
323
2
53.6
27
12
1
324
4
32.5
12
12
1
325
11
27.6
10
12
0
326
4
41.8
45
8
1
327
1
37.9
27
18
1
328
11
39.4
23
12
0
329
2
35.0
35
12
1
330
4
46.9
21
12
1
331
2
52.7
35
12
1
332
1
47.7
26
15
1
333
0
62.6
8
14
1
334
4
35.7
11
11
0
335
2
42.5
42
12
1
336
4
31.6
12
16
0
337
2
57.2
16
14
1
338
11
46.9
23
12
1
339
11
27.4
34
12
0
340
4
24.7
8
12
0
341
1
32.7
12
16
0
342
2
23.2
10
14
1
343
2
32.5
35
11
0
344
4
33.3
22
12
1
345
1
35.4
19
18
0
346
11
27.8
17
16
1
347
11
48.4
24
12
0
7
AGE
40
52
41
38
56
26
26
45
26
33
38
36
36
45
45
34
51
38
40
54
57
43
40
45
54
43
48
44
57
20
49
39
41
37
65
50
57
48
53
52
38
33
63
51
43
44
30
42
62
38
54
52
38
55
43
25
36
53
28
32
40
57
27
38
28
52
39
36
38
41
8
Work
HRS
51
40
40
40
40
40
40
40
40
55
32
40
60
36
50
40
40
40
45
50
32
54
45
40
50
40
35
40
40
40
28
40
40
40
40
40
34
40
50
60
52
40
45
40
38
40
50
40
40
60
40
40
48
44
60
73
48
40
60
40
60
42
32
40
75
50
50
60
60
40
9
No
EARN
2
1
2
2
2
1
1
1
1
1
2
1
1
2
2
1
2
2
3
2
2
1
3
4
1
2
1
1
2
2
1
1
1
1
1
1
4
4
4
2
1
1
4
2
4
2
1
2
1
1
2
2
2
3
2
1
2
4
2
2
1
1
2
1
1
1
1
4
2
2
10
Fam
Inc
29.7
33.2
32.4
29.6
44.5
26.0
20.8
44.1
29.0
48.8
59.4
39.8
51.6
60.3
47.6
19.5
85.9
90.5
31.4
66.7
94.2
24.6
31.4
53.3
42.8
23.3
20.9
20.4
30.1
27.1
45.3
38.5
39.4
31.2
18.2
30.4
88.0
71.0
70.1
51.4
59.9
31.3
98.3
66.1
67.6
61.2
22.5
22.7
32.0
42.7
21.3
34.6
51.7
46.9
70.8
54.4
47.5
46.5
40.0
49.3
37.5
18.7
22.0
22.7
14.5
22.5
23.3
51.2
50.6
76.4
11
Job
Sat
1
4
2
1
2
1
1
2
1
2
1
1
1
2
1
1
1
1
2
1
1
2
2
1
2
1
2
1
2
1
1
1
2
1
1
1
2
1
2
1
1
1
1
2
4
1
3
1
1
2
1
1
2
2
2
1
2
1
1
2
1
2
2
1
2
1
2
2
1
4
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
0
17
0
3
1
1
20
2
5
1
0
4
0
1
1
0
11
3
5
1
0
21
0
5
1
0
1
0
4
2
0
1.5
1
5
3
1
0.58
1
5
1
0
8
3
1
2
1
7
4
5
1
0
3.5
1
2
1
0
18
2
3
2
0
5
0
5
1
0
21
4
1
1
0
17
2
5
1
2
4
1
5
2
0
24
4
1
3
0
6
4
5
1
0
7
1
5
1
0
5
0
1
1
1
34
0
2
3
1
13
2
5
1
0
7
1
5
2
0
4
0
5
1
0
27
2
5
1
0
26
0
5
3
0
3
0
5
1
0
2
0
1
1
0
15
2
4
1
0
1.5
0
5
1
0
1
3
5
1
1
10
1
5
2
0
11
1
5
1
0
5
0
5
1
0
13
1
3
2
0
23
3
3
1
0
11
0
5
1
0
25
1
5
1
0
11
0
4
1
0
18
0
5
1
0
1.5
1
1
2
0
1
0
5
2
0
32
0
5
2
0
23
1
5
1
0
3
0
3
1
0
20
4
5
1
0
8
2
5
1
2
6
1
5
2
0
17
0
5
1
0
12
0
5
1
0
23
0
5
1
0
27
0
4
1
1
18
1
5
1
0
14
0
1
1
0
17
0
5
1
0
2.5
0
5
2
0
10
0
5
2
0
22
0
5
1
0
7
0
5
1
0
1
0
5
1
1
11.25
0
5
1
0
29.25
0
4
1
0
5
1
4
1
0
10
1
4
1
0
3
0
5
1
0
19.16
0
5
3
0
3.41
2
5
1
0
10
0
5
1
0
2
0
5
1
4
11
0
Page A8
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
348
4
41.1
4
14
1
349
11
26.5
15
10
1
350
3
32.5
25
12
0
351
2
31.8
44
12
1
352
2
56.9
25
12
1
353
4
23.7
10
13
1
354
1
36.6
9
16
0
355
4
61.9
16
12
0
356
4
28.7
20
14
0
357
4
20.8
10
12
0
358
11
58.4
18
16
1
359
3
25.0
6
12
0
360
3
34.2
30
12
0
361
0
27.5
27
16
1
362
4
24.9
27
12
1
363
0
29.9
14
16
0
364
1
38.0
26
18
1
365
11
31.9
32
17
1
366
1
51.1
45
20
1
367
2
41.2
16
12
1
368
11
26.4
16
12
0
369
2
32.0
4
12
0
370
11
40.2
46
10
1
371
2
22.6
18
14
1
372
2
25.2
10
12
1
373
2
25.8
27
14
1
374
2
31.3
24
11
1
375
4
27.6
8
12
1
376
1
39.7
7
17
0
377
0
48.5
6
12
1
378
0
45.7
17
12
0
379
2
25.3
4
12
0
380
2
43.9
28
12
1
381
1
33.9
28
19
0
382
4
25.4
6
12
0
383
4
32.6
32
10
1
384
4
41.4
24
11
1
385
3
29.3
18
12
1
386
4
21.8
25
12
0
387
1
33.6
16
16
0
388
4
23.3
16
12
1
389
4
20.1
13
12
0
390
3
31.9
21
12
0
391
9
28.7
20
14
0
392
4
58.4
15
14
1
393
11
32.5
24
13
1
394
11
38.9
10
14
0
395
2
62.8
15
12
1
396
1
27.9
10
19
0
397
2
51.1
26
12
1
398
0
24.5
2
13
1
399
4
46.3
16
12
1
400
3
25.5
34
12
0
401
9
35.7
25
14
0
402
8
35.2
15
12
0
403
5
88.3
14
20
1
404
5
50.5
12
15
1
405
12
30.2
3
14
1
406
12
45.7
40
14
1
407
10
30.0
10
14
0
408
7
28.0
10
13
0
409
6
70.8
15
18
1
410
5
48.4
15
16
1
411
6
41.0
13
12
0
412
7
86.6
30
13
1
413
12
43.3
12
12
0
414
8
25.8
20
14
0
415
9
37.5
31
4
1
416
10
64.2
23
16
1
417
12
42.0
20
12
0
7
AGE
27
32
61
51
42
30
24
33
39
37
39
23
55
43
43
50
43
49
63
33
35
21
63
36
28
43
44
25
27
22
33
25
47
44
26
47
41
35
41
32
34
31
31
39
32
44
29
35
28
42
22
35
56
64
33
35
33
23
60
37
25
39
35
35
49
34
50
49
39
61
8
Work
HRS
50
80
40
60
50
40
56
48
40
40
35
44
50
55
56
38
56
50
50
84
40
40
42
50
70
40
34
63
50
65
36
48
40
40
40
40
65
40
40
40
40
40
47
40
80
50
37
60
40
45
40
40
40
30
50
50
40
40
40
40
40
50
30
32
55
40
40
40
40
40
9
No
EARN
1
2
1
2
2
1
2
2
2
2
2
2
2
3
2
3
2
1
2
1
2
2
1
2
1
1
1
2
2
2
1
1
2
2
2
2
3
2
4
2
1
2
3
2
2
3
2
1
1
2
3
2
2
2
1
2
2
1
1
1
3
1
1
1
2
2
1
1
2
1
10
Fam
Inc
31.1
36.3
22.5
35.1
50.9
14.6
39.2
58.3
38.3
24.1
61.8
37.3
27.9
55.7
18.0
54.1
36.7
21.9
60.7
31.2
46.8
35.6
29.0
19.8
15.2
15.9
21.3
30.8
61.6
41.4
35.7
15.3
41.1
42.0
39.9
47.5
48.8
45.0
28.2
43.9
14.5
59.7
40.2
38.3
67.9
26.1
72.6
52.8
17.9
44.6
31.1
43.1
44.5
81.9
25.2
85.3
85.6
20.2
35.7
15.0
49.5
60.8
38.4
33.5
93.5
55.2
17.4
27.6
67.2
34.6
11
Job
Sat
2
1
1
3
1
2
2
2
2
3
1
3
2
2
2
1
3
2
1
1
2
2
2
2
1
2
2
1
1
1
1
2
2
1
2
1
2
2
2
1
2
2
1
2
1
1
1
3
1
2
2
2
2
1
1
2
2
1
1
2
2
2
2
1
3
2
3
2
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
3
0
3
0
2
1
0
1.5
0
5
3
0
17
1
5
1
0
8
0
5
2
0
14
0
5
3
0
8
0
4
1
1
2
0
5
3
0
14
1
1
1
0
20
2
1
2
0
2.66
0
5
2
0
9
0
2
1
0
2.5
0
1
2
0
30
3
3
1
0
5
2
5
1
0
0.25
0
5
1
0
1
0
1
1
0
5.5
0
4
1
3
1.5
0
5
2
1
25
2
1
2
0
13.91
3
2
2
0
10
0
1
2
0
1.25
3
4
1
0
9.41
7
2
2
0
9.66
5
1
2
0
9.66
2
5
3
0
18.16
7
4
2
0
4
0
1
1
0
4
1
5
1
3
1
0
5
1
2
1
1
5
1
0
11
0
4
1
1
2
0
1
1
0
19
1
5
1
0
3.58
0
1
1
0
5
1
5
1
0
10
1
1
3
0
5
1
1
1
0
8
0
4
1
0
16
0
4
1
0
3
0
1
2
0
13
0
1
1
0
2.5
0
1
1
0
10
0
1
1
0
20
2
5
1
0
6
2
5
2
0
24
0
5
1
0
2
0
1
3
0
3
2
5
1
0
2
1
5
3
0
19.25
0
2
1
0
1.25
1
4
3
0
16
4
5
1
0
21
0
3
2
0
11
0
1
2
0
4
3
4
1
0
3
0
3
1
0
9
2
1
1
0
1.5
0
1
1
0
20
0
1
2
0
1.5
0
5
3
1
1.5
0
5
1
0
5
0
1
2
0
3
2
1
1
0
1.5
0
1
1
0
5
0
1
1
0
6
1
1
1
0
10
0
3
2
1
22.08
0
5
1
0
0.5
0
1
1
0
0.75
0
Page A9
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
418
5
36.6
43
16
1
419
8
43.1
7
16
1
420
9
20.5
3
11
1
421
8
34.3
7
12
0
422
7
43.3
17
10
1
423
12
43.8
14
16
1
424
12
45.7
20
13
0
425
8
46.1
36
16
0
426
6
33.7
25
16
0
427
10
66.4
27
13
1
428
7
52.7
18
15
1
429
8
24.7
15
16
1
430
5
41.3
18
12
0
431
8
34.1
33
14
0
432
12
40.3
15
12
0
433
10
55.2
24
13
1
434
6
27.9
9
16
0
435
12
30.4
11
17
0
436
7
36.3
23
13
1
437
6
31.6
12
16
0
438
5
58.7
19
19
1
439
12
28.4
23
15
1
440
8
25.4
16
12
1
441
5
63.7
42
14
1
442
6
27.0
7
16
0
443
9
21.5
1
12
1
444
6
27.7
14
16
0
445
12
21.8
18
9
0
446
5
85.6
23
18
1
447
6
37.6
9
18
1
448
5
42.8
22
17
0
449
10
26.6
3
14
0
450
3
46.1
36
16
0
451
5
60.1
20
17
0
452
6
46.3
7
19
1
453
5
40.3
16
18
1
454
10
51.5
12
12
1
455
6
39.8
23
17
0
456
5
42.2
2
16
1
457
12
50.2
14
16
0
458
8
32.5
10
12
1
459
5
30.1
18
17
1
460
10
31.6
4
9
0
461
5
60.6
36
16
1
462
5
32.5
23
13
0
463
7
66.7
27
14
1
464
5
25.5
5
11
0
465
7
27.0
13
10
0
466
9
26.5
27
12
1
467
5
53.3
18
15
1
468
12
32.0
8
16
1
469
9
20.2
34
9
1
470
6
51.3
13
16
1
471
9
64.2
26
12
1
472
6
29.8
12
14
0
473
7
60.0
32
12
1
474
8
29.3
10
13
0
475
5
26.0
6
16
0
476
8
28.1
4
14
0
477
8
31.7
15
12
0
478
5
33.6
11
16
1
479
7
49.0
30
12
1
480
9
40.9
37
14
1
481
7
42.3
11
13
1
482
8
27.9
17
14
1
483
6
49.8
42
15
1
484
6
47.2
19
16
0
485
6
64.6
30
16
1
486
7
28.8
24
14
0
487
9
49.6
8
17
1
7
AGE
59
25
20
24
33
30
37
56
42
43
35
35
34
50
34
41
44
27
40
33
38
41
32
58
28
18
33
34
39
31
48
21
56
29
33
36
28
40
25
39
27
40
27
53
39
47
27
40
27
35
25
53
35
43
33
48
26
23
30
53
29
53
43
30
27
59
36
52
40
29
8
Work
HRS
40
40
50
49
30
55
64
40
40
50
40
40
48
42
50
45
40
40
40
32
50
89
40
48
40
45
40
38
40
40
40
40
40
40
45
32
62
40
40
40
40
40
40
50
46
72
40
40
30
50
40
35
40
48
40
40
40
40
48
40
55
40
40
40
40
35
40
40
50
59
9
No
EARN
1
1
2
2
2
1
1
1
3
4
2
2
2
3
4
2
3
2
3
2
2
1
1
2
1
5
1
3
1
1
1
2
1
1
1
2
2
1
2
1
3
2
3
3
2
1
2
2
1
1
3
1
1
2
3
3
1
1
2
1
1
2
1
2
2
2
1
2
2
2
10
Fam
Inc
35.4
33.1
14.3
27.4
42.8
33.8
35.7
36.9
51.2
91.8
51.8
46.9
67.7
69.6
34.2
18.5
34.2
36.2
29.9
46.6
68.0
19.2
15.4
56.5
20.0
55.5
19.3
43.7
91.8
29.4
33.5
60.7
36.9
50.1
37.4
71.3
47.1
44.1
43.2
45.2
32.5
35.1
48.9
75.1
50.3
59.5
30.4
19.3
17.0
43.3
52.3
15.6
41.3
67.9
62.5
54.1
19.6
16.9
41.8
35.7
34.8
43.9
30.9
39.3
46.5
69.0
38.8
56.7
57.4
46.6
11
Job
Sat
2
4
1
3
3
1
1
1
1
1
1
2
1
2
2
2
1
2
1
1
1
3
1
2
1
3
1
2
1
2
2
2
1
1
2
4
1
4
1
2
1
2
2
2
1
1
4
2
2
1
1
1
2
1
2
2
2
1
2
2
2
2
1
2
2
1
2
4
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
1
1.5
1
5
3
0
1
1
1
1
0
1
3
4
2
0
5
1
5
1
0
5
0
5
1
0
5
1
5
1
1
3
0
1
1
0
30
3
1
1
1
5.5
0
4
1
0
12
2
5
1
0
0.5
0
5
2
3
0.75
2
3
1
0
3
0
5
1
0
3.5
1
3
3
1
8
2
1
1
0
2
0
1
3
0
5.5
0
5
1
0
7
0
1
1
0
10
1
5
3
0
2.58
0
4
1
0
15
4
1
1
0
1
0
1
2
0
0.16
0
4
3
0
36
4
5
1
0
12.33
1
1
1
0
1
0
5
2
0
3
0
1
1
0
1.5
1
5
2
1
3
0
5
1
0
4
0
5
1
0
6
2
5
1
0
0.66
0
1
1
0
30
3
5
1
0
16
0
5
1
0
4
1
5
2
0
4.08
1
4
2
0
5
3
5
3
0
4.5
0
4
1
0
2
0
5
1
0
2
1
5
1
0
5
0
1
1
0
11.83
4
5
1
0
4
0
1
3
0
10
0
5
1
0
1
0
1
1
0
5
0
2
2
1
2
2
5
3
0
4
0
5
1
2
0.5
0
1
1
1
10
0
5
1
0
2.5
0
5
1
1
5
0
5
1
0
6.41
3
1
1
0
11
2
1
1
1
2
1
4
3
2
21
4
3
1
0
4
5
2
1
0
0.75
0
1
2
1
1
1
5
2
0
12.5
1
5
1
0
1
1
5
1
0
0.08
0
5
3
0
2
0
5
1
0
10
2
5
1
2
0.5
0
5
1
0
6
0
4
2
0
12.5
1
5
1
0
21
1
5
3
0
1.5
1
1
2
0
2.83
0
Page A10
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
488
12
88.0
23
14
1
489
5
35.2
20
12
0
490
6
74.5
21
20
1
491
5
38.6
21
13
0
492
5
71.7
25
16
0
493
5
45.1
12
16
0
494
8
30.6
20
14
0
495
12
23.7
15
12
0
496
12
50.8
35
12
1
497
7
49.2
8
15
1
498
8
29.7
27
12
0
499
8
37.1
21
13
0
500
3
28.1
4
14
0
501
8
27.8
20
12
0
502
10
38.4
17
14
1
503
10
31.1
8
14
1
504
7
25.0
14
12
1
505
6
39.2
18
18
1
506
12
33.0
15
16
1
507
7
30.0
8
10
1
508
8
33.1
25
16
0
509
8
36.8
18
13
1
510
8
29.3
8
12
0
511
12
20.3
6
16
1
512
8
26.7
20
12
0
513
8
25.9
9
12
0
514
8
35.8
45
12
0
515
8
33.9
10
13
1
516
9
28.9
16
14
1
517
7
46.3
10
12
1
518
6
68.0
34
20
0
519
10
40.7
25
15
0
520
6
61.8
27
17
1
521
10
32.1
7
15
1
522
10
42.5
24
12
1
523
5
34.8
14
16
0
524
8
25.6
24
14
0
525
5
38.5
17
12
0
526
8
30.0
15
12
0
527
10
37.1
8
12
1
528
9
47.3
10
14
1
529
9
26.7
20
12
0
530
10
61.8
49
12
1
531
12
32.7
15
14
0
532
7
52.5
27
8
1
533
6
54.4
28
19
1
534
8
60.5
20
16
1
535
12
91.7
36
16
1
536
12
65.3
20
16
1
537
8
26.2
10
12
0
538
5
52.6
12
16
1
539
7
52.3
16
12
1
540
8
44.6
10
16
0
541
9
32.5
6
12
1
542
5
57.1
45
11
1
543
10
49.1
24
13
1
544
9
24.9
9
15
1
545
12
26.0
19
18
0
546
12
43.1
19
16
1
547
5
31.2
20
12
0
548
7
31.7
15
11
1
549
12
35.1
30
10
0
550
3
25.6
24
14
0
551
6
37.0
15
19
0
552
12
26.1
3
10
1
553
7
40.4
14
12
1
554
6
38.6
6
17
1
555
12
35.2
9
14
1
556
12
40.6
15
17
1
557
7
40.9
33
12
1
7
AGE
40
36
38
64
43
28
52
48
52
29
43
39
30
40
34
25
32
39
32
25
42
37
28
23
37
35
63
29
33
26
50
49
44
25
41
44
42
36
42
26
27
48
65
33
44
48
37
52
38
35
34
34
27
23
62
41
26
36
37
39
33
61
42
47
20
31
28
22
36
51
8
Work
HRS
40
45
45
43
55
46
40
30
40
50
40
36
48
45
48
50
42
32
40
40
36
40
50
60
40
43
35
41
50
44
40
40
35
31
40
40
37
60
40
40
65
40
40
40
40
55
50
70
60
40
43
52
40
46
50
76
38
42
40
40
40
40
37
41
54
60
50
40
40
67
9
No
EARN
2
1
1
1
2
1
1
2
2
1
2
3
2
1
2
1
1
3
1
1
1
4
1
3
2
1
1
2
2
1
2
3
3
2
1
3
1
3
2
1
2
3
4
2
1
4
2
1
2
2
1
1
2
2
1
2
2
2
4
1
1
1
1
1
2
1
2
1
1
3
10
Fam
Inc
92.9
25.9
65.7
35.2
78.8
38.3
47.3
36.1
96.2
63.6
57.8
31.2
41.8
17.8
33.4
29.9
15.0
62.6
23.5
20.0
34.2
34.0
19.3
38.4
26.5
15.9
38.7
43.0
22.4
36.3
98.7
50.8
61.6
39.8
23.4
48.2
16.4
59.0
23.0
38.2
39.7
46.8
68.0
83.3
49.2
66.8
59.2
81.7
59.0
43.4
42.6
42.3
69.3
25.3
47.1
46.1
39.1
71.2
51.2
21.2
39.2
25.5
16.4
36.3
22.5
32.4
31.1
25.2
30.6
47.4
11
Job
Sat
1
3
1
1
1
2
2
1
3
1
1
2
2
1
1
2
3
1
2
3
4
3
2
2
2
1
1
2
2
2
2
2
2
1
1
1
4
4
1
1
2
2
1
2
2
2
2
1
1
2
1
2
1
2
1
1
1
4
2
2
2
1
4
4
2
2
2
2
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
0
4.33
0
1
1
0
10
1
5
3
0
4
2
4
1
0
7
1
5
1
0
18
2
5
1
0
0.16
0
5
1
0
3
1
5
1
0
1.66
0
5
1
1
0.08
0
4
2
0
1
0
5
1
0
9.41
1
5
1
0
16
0
1
2
1
1
1
1
1
0
0.5
0
5
1
0
10
2
2
1
0
3
0
4
3
0
1
0
3
2
0
2
0
1
1
0
3
3
4
3
0
2
3
5
2
0
12
1
4
1
0
16
0
1
1
0
3
0
1
3
0
1
1
1
1
0
10
0
5
1
0
1.5
1
2
3
0
22
1
4
3
0
3
2
5
2
1
1
0
1
1
0
2.5
0
3
3
0
8
0
5
1
0
3.41
0
5
3
0
22
0
2
1
0
1
1
1
1
0
10.5
1
1
1
0
5
3
1
2
0
2
0
1
1
0
9.5
1
2
3
0
7.08
0
1
3
0
1
0
1
1
1
2
0
5
1
0
9
0
4
1
1
12.41
2
3
3
0
3.75
0
4
3
0
11
1
4
3
0
5.66
0
5
1
0
8.5
2
5
1
0
1
0
5
1
0
2.66
0
1
1
0
2.5
3
5
3
0
5.5
1
5
1
0
13
2
5
1
0
5
4
5
1
1
1.41
0
1
2
0
52.25
4
5
1
0
27.16
4
5
1
5
0.5
1
5
1
1
1
0
5
1
2
19
4
5
1
0
10
0
5
1
0
1
2
5
2
0
13
3
1
2
0
2
0
1
1
0
1
0
4
2
0
3
0
5
2
0
12.5
3
5
1
0
4.58
2
5
2
0
1
0
5
1
0
7
3
4
3
1
32.33
0
Page A11
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
558
9
45.1
31
12
1
559
9
23.9
10
14
0
560
10
27.1
20
10
0
561
8
32.7
13
15
0
562
9
36.7
19
16
1
563
8
30.0
25
13
0
564
10
32.7
21
14
1
565
10
48.2
23
12
1
566
8
29.7
15
12
0
567
9
55.3
14
12
1
568
9
44.0
12
12
1
569
6
67.8
22
20
1
570
5
43.3
20
20
0
571
9
55.3
30
16
1
572
12
48.1
32
14
1
573
5
24.7
7
16
1
574
12
34.7
27
13
0
575
12
23.6
5
13
0
576
8
30.5
20
12
0
577
6
45.5
13
12
1
578
6
58.6
15
20
1
579
7
54.8
18
13
1
580
6
50.1
25
15
1
581
6
61.4
29
18
1
582
6
39.9
38
18
1
583
9
33.7
40
8
1
584
6
36.4
40
10
1
585
7
40.8
25
13
1
586
12
55.7
15
16
1
587
8
28.9
12
12
0
588
6
47.9
30
18
0
589
5
57.7
15
12
1
590
12
49.0
27
16
1
591
5
42.4
11
20
1
592
9
41.2
21
14
1
593
5
36.7
26
12
0
594
9
26.4
13
12
1
595
9
36.1
13
10
1
596
10
69.3
30
16
1
597
5
52.3
18
16
1
598
8
23.2
22
12
0
599
8
48.7
8
12
0
600
3
37.3
20
12
0
601
10
43.7
24
14
0
602
12
36.9
11
16
1
603
5
33.0
16
12
0
604
12
27.3
16
14
0
605
12
48.3
24
12
1
606
5
69.3
18
12
1
607
8
26.3
24
12
1
608
12
44.4
13
14
1
609
9
41.4
41
8
1
610
6
63.8
38
18
1
611
7
36.4
54
12
1
612
8
24.4
6
16
0
613
8
23.4
26
12
0
614
12
33.1
12
16
1
615
9
22.0
19
14
1
616
7
32.8
7
12
1
617
5
40.7
22
16
1
618
8
25.3
17
13
0
619
6
37.9
20
16
0
620
8
25.5
21
14
0
621
8
37.3
20
12
0
622
8
55.8
24
12
1
623
9
39.5
21
15
1
624
6
30.4
4
16
0
625
6
47.7
24
20
0
626
12
33.4
11
14
0
627
9
35.9
11
12
1
7
AGE
48
30
40
29
35
61
38
40
32
32
33
39
58
47
50
24
44
30
55
30
31
37
41
46
57
61
58
49
32
29
47
32
44
34
38
42
30
29
47
40
38
32
38
43
37
32
31
44
39
41
30
58
55
60
29
42
41
35
24
39
38
37
47
38
41
38
26
41
31
29
8
Work
HRS
44
37
40
42
48
40
38
40
40
52
40
60
45
52
40
50
50
40
40
40
60
60
50
55
49
32
40
40
40
32
40
60
40
55
60
60
42
40
50
70
40
40
40
40
40
55
40
89
50
72
40
65
75
68
40
40
38
48
50
45
35
35
60
40
45
60
45
35
40
45
9
No
EARN
2
2
2
2
2
1
3
2
2
1
2
2
2
1
2
2
4
2
1
1
2
1
3
2
3
2
1
2
1
2
1
2
2
1
2
3
1
2
4
1
2
1
4
2
1
2
2
2
2
1
2
3
2
1
3
1
1
2
2
1
1
1
3
4
1
2
1
2
2
2
10
Fam
Inc
63.2
43.4
15.0
43.1
46.6
20.0
49.5
66.2
38.9
45.3
46.4
78.6
35.5
46.0
50.5
25.3
56.6
21.9
20.5
35.5
51.2
45.5
45.1
90.4
34.6
26.6
26.4
58.7
45.7
21.9
37.9
69.7
69.6
32.4
50.0
38.2
17.3
28.6
89.2
42.3
16.7
38.7
72.6
21.3
26.9
32.2
27.6
46.1
74.0
16.3
38.3
42.3
74.3
35.4
28.3
29.7
26.9
15.8
34.5
34.1
15.3
35.2
68.7
72.6
49.4
49.7
53.9
61.6
45.6
33.5
11
Job
Sat
2
2
1
2
2
1
2
1
2
1
3
1
1
2
3
2
1
4
2
1
1
2
2
1
2
2
1
4
2
1
3
2
1
1
2
2
3
2
1
1
2
2
1
1
1
2
1
1
1
1
2
2
3
1
3
1
2
2
2
3
1
2
4
1
1
1
2
1
1
2
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
2
3
0
24.75
2
5
1
0
4
0
1
1
0
17
0
2
3
0
4.33
0
1
1
0
12
1
1
2
0
18.33
0
2
1
0
2.66
2
2
1
0
3
1
5
1
1
11.58
3
5
1
0
13
3
5
1
1
11
0
5
1
0
17
2
4
2
0
12
0
5
3
0
8
0
5
2
0
22.5
2
5
2
0
1
0
1
1
0
10
0
5
2
0
2
0
1
2
0
15
2
1
1
0
1.5
0
5
1
0
3
1
5
2
0
3
0
4
1
0
6
2
5
2
0
7
4
5
1
0
34
0
5
1
1
40
0
1
2
0
3.91
0
5
2
0
6
0
5
1
0
7
1
5
1
0
3
1
3
1
0
2
0
1
1
0
12
5
4
1
0
22
4
5
1
0
4
1
5
1
0
15
2
5
1
2
22
3
5
2
1
1.5
0
2
3
0
0.25
0
5
1
0
23.58
3
5
1
0
2
0
5
1
1
1
0
1
1
0
6
0
4
1
0
10.5
4
1
2
0
22.25
1
5
1
0
5
2
5
1
0
11
1
1
1
0
10
2
4
1
0
0.66
0
5
2
0
11
2
5
3
1
18
0
1
1
0
11
3
2
1
0
3
0
4
3
4
29
2
1
1
0
10
4
1
1
0
3
0
4
1
0
1.08
1
4
1
0
12
0
2
1
0
7
1
5
1
0
3
0
4
3
0
9
2
5
1
1
4
1
1
1
0
14
0
5
3
0
1
0
4
1
0
10.5
4
5
1
0
8
4
1
3
0
4
1
1
1
0
4
0
3
2
0
17
0
5
2
0
5.5
0
1
1
0
3
0
Page A12
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
628
7
36.8
20
12
1
629
5
51.2
11
15
1
630
12
36.0
8
16
1
631
10
45.2
42
11
1
632
9
23.1
20
12
1
633
8
29.3
16
9
1
634
9
21.1
4
12
0
635
10
28.7
20
9
0
636
8
72.8
19
12
0
637
5
35.2
22
16
0
638
6
31.1
10
13
1
639
12
46.6
25
17
1
640
6
39.3
11
12
1
641
9
29.3
30
8
1
642
6
42.2
14
18
0
643
7
53.6
22
15
1
644
6
38.1
20
16
0
645
10
25.3
13
14
0
646
12
35.0
16
17
0
647
7
25.3
34
13
1
648
10
42.6
14
14
1
649
8
27.8
10
15
0
650
3
24.2
20
17
0
651
5
35.9
19
14
0
652
8
25.0
11
12
0
653
9
40.3
25
13
1
654
8
62.7
31
14
1
655
5
55.7
17
16
1
656
6
38.6
14
20
0
657
5
26.2
20
16
1
658
5
54.7
45
15
1
659
7
28.1
5
12
0
660
5
65.0
45
14
1
661
12
37.5
17
12
1
662
9
35.2
16
11
1
663
9
31.4
22
12
1
664
6
35.5
21
16
0
665
9
26.1
33
10
1
666
7
41.9
34
16
1
667
5
60.4
35
14
1
668
7
26.2
13
13
1
669
8
50.7
24
18
0
670
5
64.9
20
16
1
671
6
28.1
24
18
0
672
6
60.9
14
12
1
673
7
36.1
22
14
1
674
8
24.2
20
17
0
675
5
37.6
28
12
0
676
5
33.9
26
19
0
677
12
68.0
48
12
1
678
6
37.0
23
13
0
679
9
43.0
35
8
1
680
8
27.1
15
13
0
681
7
36.6
20
12
1
682
8
26.8
27
12
0
683
6
36.0
10
18
0
684
12
30.8
9
14
1
685
5
31.3
28
12
1
686
6
33.4
9
16
0
687
5
51.2
16
14
1
688
10
35.8
19
12
0
689
7
49.2
20
14
1
690
12
61.6
12
16
1
691
5
38.1
25
13
0
692
9
37.5
29
12
1
693
10
34.0
16
14
0
694
5
49.6
30
13
0
695
5
40.2
6
16
0
696
8
33.2
37
13
0
697
7
61.2
37
14
1
7
AGE
38
33
25
62
42
33
21
50
36
41
27
42
28
46
32
40
39
30
33
56
30
27
38
36
32
44
48
39
31
39
62
21
62
34
35
41
45
54
51
52
29
44
40
41
31
40
38
43
41
64
40
52
41
38
69
26
26
45
26
33
38
36
36
45
45
34
51
38
58
54
8
Work
HRS
40
40
60
45
40
56
55
40
40
50
57
47
60
40
40
46
40
43
45
40
40
45
37
65
40
50
80
40
45
60
40
72
40
45
40
45
50
40
40
40
60
40
50
40
45
40
37
46
40
48
51
40
40
40
29
40
40
40
40
55
32
40
60
36
50
40
40
40
32
50
9
No
EARN
2
1
1
2
2
1
4
2
1
1
2
1
2
4
1
1
2
2
1
1
2
1
1
1
2
2
2
2
1
1
2
4
3
3
1
1
2
3
1
1
2
2
2
2
1
1
1
1
2
2
2
1
2
2
1
1
1
1
1
1
2
1
1
2
2
1
2
2
1
2
10
Fam
Inc
34.1
41.2
39.9
34.2
25.8
23.2
35.7
24.8
63.4
26.9
28.3
39.2
44.0
24.0
32.2
51.4
68.7
28.9
26.3
15.3
32.4
17.8
49.2
26.6
25.4
37.7
56.1
68.5
28.6
16.8
49.4
77.9
85.4
45.2
28.4
21.4
70.4
26.4
33.5
53.7
41.2
49.2
82.7
47.1
55.1
26.1
49.2
27.6
55.3
98.6
29.7
33.2
32.4
29.6
16.8
26.0
20.8
44.1
29.0
48.8
59.4
39.8
51.6
60.3
47.6
19.5
85.9
90.5
23.2
66.7
11
Job
Sat
2
2
2
2
1
1
1
2
1
1
2
1
3
2
1
1
2
1
2
1
2
1
2
1
2
2
4
2
2
1
1
1
1
1
2
1
2
1
2
1
1
3
3
1
1
2
2
2
2
1
1
4
2
1
1
1
1
2
1
2
1
1
1
2
1
1
1
1
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
2
0
7
0
5
3
0
10
0
4
1
0
3
0
5
1
0
23
0
1
1
0
12.83
0
4
1
0
4.5
0
5
1
0
2
0
1
1
0
10
0
4
1
0
2.16
0
5
1
0
2.33
0
5
1
0
0.33
1
2
2
2
5
0
5
1
0
5.5
5
1
1
1
2
0
5
1
0
5
0
5
1
0
18
6
3
1
1
5
1
5
3
3
0.25
1
5
1
0
1
0
5
1
0
1.83
0
5
2
0
6
0
5
3
0
2
0
5
1
0
5
0
5
3
0
6
0
3
1
0
10
0
1
1
1
15
0
1
3
0
9
1
4
3
0
16
1
5
2
0
1
0
1
1
2
3.25
0
2
1
0
27
2
1
1
0
1.08
0
1
1
0
1.91
2
4
2
0
2.08
1
1
3
0
13
0
1
1
0
0.25
0
1
1
0
20
3
2
2
0
33
2
5
3
0
6
1
2
2
0
31.91
3
1
3
0
5
1
1
2
0
22
0
5
1
0
6
1
5
1
0
0.25
0
1
1
0
0.66
0
5
2
0
15
1
5
1
0
5
0
5
3
0
14
1
5
1
0
4
0
5
1
1
29
3
5
1
0
17
0
3
1
1
20
2
5
1
0
4
0
1
1
0
11
3
5
1
0
25
3
5
1
0
1
0
4
2
0
1.5
1
5
3
1
0.58
1
5
1
0
8
3
1
2
1
7
4
5
1
0
3.5
1
2
1
0
18
2
3
2
0
5
0
5
1
0
21
4
1
1
0
17
2
5
1
2
4
1
5
2
0
24
4
1
3
0
6
4
5
2
1
5
0
5
1
0
5
0
Page A13
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
698
5
86.4
38
12
1
699
6
29.5
27
18
1
700
3
33.2
37
13
0
701
5
39.4
25
16
0
702
9
52.8
38
14
1
703
5
24.7
26
13
1
704
9
30.5
27
16
0
705
6
30.4
27
16
1
706
9
28.2
45
11
0
707
8
25.3
3
12
0
708
6
53.4
25
19
0
709
6
48.5
18
14
1
710
7
46.6
21
14
1
711
12
41.2
20
15
1
712
8
28.1
22
13
0
713
6
40.4
33
18
1
714
6
43.4
14
16
0
715
8
56.6
32
12
1
716
6
77.0
35
19
1
717
6
43.7
32
16
0
718
6
49.4
19
14
1
719
12
41.3
9
16
0
720
6
101.9
35
16
1
721
5
43.7
25
16
0
722
5
26.6
5
15
0
723
7
53.6
27
12
1
724
9
32.5
12
12
1
725
12
27.6
10
12
0
726
9
41.8
45
8
1
727
6
37.9
27
18
1
728
10
39.4
23
12
0
729
7
35.0
35
12
1
730
9
46.9
21
12
1
731
7
52.7
35
12
1
732
6
47.7
26
15
1
733
5
62.6
8
14
1
734
9
35.7
11
11
0
735
7
42.5
42
12
1
736
9
31.6
12
16
0
737
7
57.2
16
14
1
738
12
46.9
23
12
1
739
12
27.4
34
12
0
740
9
24.7
8
12
0
741
6
32.7
12
16
0
742
7
23.2
10
14
1
743
7
32.5
35
11
0
744
9
33.3
22
12
1
745
6
35.4
19
18
0
746
12
27.8
17
16
1
747
12
48.4
24
12
0
748
9
41.1
4
14
1
749
12
26.5
15
10
1
750
3
20.3
20
13
0
751
7
31.8
44
12
1
752
7
56.9
25
12
1
753
9
23.7
10
13
1
754
6
36.6
9
16
0
755
9
61.9
16
12
0
756
8
32.5
25
12
0
757
9
20.8
10
12
0
758
12
58.4
18
16
1
759
8
25.0
6
12
0
760
8
34.2
30
12
0
761
5
27.5
27
16
1
762
9
24.9
27
12
1
763
5
29.9
14
16
0
764
6
38.0
26
18
1
765
12
31.9
32
17
1
766
6
51.1
45
20
1
767
7
41.2
16
12
1
7
AGE
57
43
58
45
54
43
48
44
57
20
49
39
41
37
65
50
57
48
53
52
38
33
63
51
43
44
30
42
62
38
54
52
38
55
43
25
36
53
28
32
40
57
27
38
28
52
39
36
38
41
27
32
57
51
42
30
24
33
61
37
39
23
55
43
43
50
43
49
63
33
8
Work
HRS
32
54
32
40
50
40
35
40
40
40
28
40
40
40
40
40
34
40
50
60
52
40
45
40
38
40
50
40
40
60
40
40
48
44
60
73
48
40
60
40
60
42
32
40
75
50
50
60
60
40
50
80
32
60
50
40
56
48
40
40
35
44
50
55
56
38
56
50
50
84
9
No
EARN
2
1
1
4
1
2
1
1
2
2
1
1
1
1
1
1
4
4
4
2
1
1
4
2
4
2
1
2
1
1
2
2
2
3
2
1
2
4
2
2
1
1
2
1
1
1
1
4
2
2
1
2
2
2
2
1
2
2
1
2
2
2
2
3
2
3
2
1
2
1
10
Fam
Inc
94.2
24.6
23.2
53.3
42.8
23.3
20.9
20.4
30.1
27.1
45.3
38.5
39.4
31.2
18.2
30.4
88.0
71.0
70.1
51.4
59.9
31.3
98.3
66.1
67.6
61.2
22.5
22.7
32.0
42.7
21.3
34.6
51.7
46.9
70.8
54.4
47.5
46.5
40.0
49.3
37.5
18.7
22.0
22.7
14.5
22.5
23.3
51.2
50.6
76.4
31.1
36.3
42.5
35.1
50.9
14.6
39.2
58.3
22.5
24.1
61.8
37.3
27.9
55.7
18.0
54.1
36.7
21.9
60.7
31.2
11
Job
Sat
1
2
2
1
2
1
2
1
2
1
1
1
2
1
1
1
2
1
2
1
1
1
1
2
4
1
3
1
1
2
1
1
2
2
2
1
2
1
1
2
1
2
2
1
2
1
2
2
1
4
2
1
2
3
1
2
2
2
1
3
1
3
2
2
2
1
3
2
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
1
1
1
34
0
2
3
1
13
2
5
2
1
5
0
5
2
0
4
0
5
1
0
27
2
5
1
0
26
0
5
3
0
3
0
5
1
0
2
0
1
1
0
15
2
4
1
0
1.5
0
5
1
0
1
3
5
1
1
10
1
5
2
0
11
1
5
1
0
5
0
5
1
0
13
1
3
2
0
23
3
3
1
0
11
0
5
1
0
25
1
5
1
0
11
0
4
1
0
18
0
5
1
0
1.5
1
1
2
0
1
0
5
2
0
32
0
5
2
0
23
1
5
1
0
3
0
3
1
0
20
4
5
1
0
8
2
5
1
2
6
1
5
2
0
17
0
5
1
0
12
0
5
1
0
23
0
5
1
0
27
0
4
1
1
18
1
5
1
0
14
0
1
1
0
17
0
5
1
0
2.5
0
5
2
0
10
0
5
2
0
22
0
5
1
0
7
0
5
1
0
1
0
5
1
1
11.25
0
5
1
0
29.25
0
4
1
0
5
1
4
1
0
10
1
4
1
0
3
0
5
1
0
19.16
0
5
3
0
3.41
2
5
1
0
10
0
5
1
0
2
0
5
1
4
11
0
5
3
0
3
0
2
1
0
1.5
0
1
2
1
3
0
5
1
0
8
0
5
2
0
14
0
5
3
0
8
0
4
1
1
2
0
5
3
0
14
1
5
3
0
17
1
1
2
0
2.66
0
5
2
0
9
0
2
1
0
2.5
0
1
2
0
30
3
3
1
0
5
2
5
1
0
0.25
0
5
1
0
1
0
1
1
0
5.5
0
4
1
3
1.5
0
5
2
1
25
2
1
2
0
13.91
3
Page A14
1
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
768
12
26.4
16
12
0
769
7
32.0
4
12
0
770
10
40.2
46
10
1
771
7
22.6
18
14
1
772
7
25.2
10
12
1
773
7
25.8
27
14
1
774
7
31.3
24
11
1
775
9
27.6
8
12
1
776
6
39.7
7
17
0
777
5
48.5
6
12
1
778
5
45.7
17
12
0
779
7
25.3
4
12
0
780
7
43.9
28
12
1
781
6
33.9
28
19
0
782
9
25.4
6
12
0
783
9
32.6
32
10
1
784
9
41.4
24
11
1
785
8
29.3
18
12
1
786
9
21.8
25
12
0
787
6
33.6
16
16
0
788
9
23.3
16
12
1
789
9
20.1
13
12
0
790
8
31.9
21
12
0
791
8
20.3
20
13
0
792
9
58.4
15
14
1
793
10
32.5
24
13
1
794
12
38.9
10
14
0
795
7
62.8
15
12
1
796
6
27.9
10
19
0
797
7
51.1
26
12
1
798
5
24.5
2
13
1
799
9
46.3
16
12
1
800
3
26.8
27
12
0
Total
Average
ID_No
2
32004.0
40.005
15974.0
19.968
11116.0
13.895
458.0
INCOME WORKed EDUCat GENDER
7
AGE
35
21
63
36
28
43
44
25
27
22
33
25
47
44
26
47
41
35
41
32
34
31
31
57
32
44
29
35
28
42
22
35
69
8
Work
HRS
40
40
42
50
70
40
34
63
50
65
36
48
40
40
40
40
65
40
40
40
40
40
47
32
80
50
37
60
40
45
40
40
29
9
No
EARN
2
2
1
2
1
1
1
2
2
2
1
1
2
2
2
2
3
2
4
2
1
2
3
2
2
3
2
1
1
2
3
2
1
10
Fam
Inc
46.8
35.6
29.0
19.8
15.2
15.9
21.3
30.8
61.6
41.4
35.7
15.3
41.1
42.0
39.9
47.5
48.8
45.0
28.2
43.9
14.5
59.7
40.2
42.5
67.9
26.1
72.6
52.8
17.9
44.6
31.1
43.1
16.8
11
Job
Sat
2
2
2
2
1
2
2
1
1
1
1
2
2
1
2
1
2
2
2
1
2
2
1
2
1
1
1
3
1
2
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
2
2
0
10
0
1
2
0
1.25
3
4
1
0
9.41
7
2
2
0
9.66
5
1
2
0
9.66
2
5
3
0
18.16
7
4
2
0
4
0
1
1
0
4
1
5
1
3
1
0
5
1
2
1
1
5
1
0
11
0
4
1
1
2
0
1
1
0
19
1
5
1
0
3.58
0
1
1
0
5
1
5
1
0
10
1
1
3
0
5
1
1
1
0
8
0
4
1
0
16
0
4
1
0
3
0
1
2
0
13
0
1
1
0
2.5
0
1
1
0
10
0
1
2
1
3
0
5
1
0
6
2
5
2
0
24
0
5
1
0
2
0
1
3
0
3
2
5
1
0
2
1
5
3
0
19.25
0
2
1
0
1.25
1
4
3
0
16
4
5
1
0
25
3
31528.0 36346.0 1448.0 33993.2 1352.0 2854.0 1200.0 180.0 6932.6
39.410 45.433 1.810 42.492 1.690 3.568 1.500 0.225 8.666
AGE
HRS
EARN
Inc
Sat
Char Ahead Events Years
760.0
0.950
Prom
Page A15
Employee Satisfaction Survey Results (SORTED by OCCUPATION)
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
1
3
0
88.3
14
20
1
2
4
0
50.5
12
15
1
3
10
0
48.4
15
16
1
4
18
0
36.6
43
16
1
5
30
0
41.3
18
12
0
6
38
0
58.7
19
19
1
7
41
0
63.7
42
14
1
8
46
0
85.6
23
18
1
9
48
0
42.8
22
17
0
10
51
0
60.1
20
17
0
11
53
0
40.3
16
18
1
12
56
0
42.2
2
16
1
13
59
0
30.1
18
17
1
14
61
0
60.6
36
16
1
15
62
0
32.5
23
13
0
16
64
0
25.5
5
11
0
17
67
0
53.3
18
15
1
18
74
0
54.7
13
16
0
19
75
0
26.0
6
16
0
20
78
0
33.6
11
16
1
21
89
0
35.2
20
12
0
22
91
0
38.6
21
13
0
23
92
0
71.7
25
16
0
24
93
0
45.1
12
16
0
25
123
0
34.8
14
16
0
26
125
0
38.5
17
12
0
27
138
0
52.6
12
16
1
28
142
0
57.1
45
11
1
29
147
0
31.2
20
12
0
30
170
0
43.3
20
20
0
31
173
0
24.7
7
16
1
32
189
0
57.7
15
12
1
33
191
0
42.4
11
20
1
34
193
0
36.7
26
12
0
35
197
0
52.3
18
16
1
36
203
0
33.0
16
12
0
37
206
0
69.3
18
12
1
38
217
0
40.7
22
16
1
39
229
0
51.2
11
15
1
40
237
0
35.2
22
16
0
41
251
0
35.9
19
14
0
42
255
0
55.7
17
16
1
43
257
0
26.2
20
16
1
44
258
0
54.7
45
15
1
45
260
0
65.0
45
14
1
46
267
0
60.4
35
14
1
47
270
0
64.9
20
16
1
48
275
0
37.6
28
12
0
49
276
0
33.9
26
19
0
50
285
0
31.3
28
12
1
51
287
0
51.2
16
14
1
52
291
0
38.1
25
13
0
53
294
0
49.6
30
13
0
54
295
0
40.2
6
16
0
55
298
0
86.4
38
12
1
56
301
0
39.4
25
16
0
57
303
0
24.7
26
13
1
58
321
0
43.7
25
16
0
59
322
0
26.6
5
15
0
60
333
0
62.6
8
14
1
61
361
0
27.5
27
16
1
62
363
0
29.9
14
16
0
63
377
0
48.5
6
12
1
64
378
0
45.7
17
12
0
65
398
0
24.5
2
13
1
66
9
1
70.8
15
18
1
67
11
1
41.0
13
12
0
7
AGE
35
33
35
59
34
38
58
39
48
29
36
25
40
53
39
27
35
26
23
29
36
64
43
28
44
36
34
62
39
58
24
32
34
42
40
32
39
39
33
41
36
39
39
62
62
52
40
43
41
45
33
45
51
38
57
45
43
51
43
25
43
50
22
33
22
39
35
8
Work
HRS
50
40
30
40
48
50
48
40
40
40
32
40
40
50
46
40
50
40
40
55
45
43
55
46
40
60
43
50
40
45
50
60
55
60
70
55
50
45
40
50
65
40
60
40
40
40
50
46
40
40
55
36
40
40
32
40
40
40
38
73
55
38
65
36
40
50
32
9
No
EARN
2
2
1
1
2
2
2
1
1
1
2
2
2
3
2
2
1
2
1
1
1
1
2
1
3
3
1
1
1
2
2
2
1
3
1
2
2
1
1
1
1
2
1
2
3
1
2
1
2
1
1
2
2
2
2
4
2
2
4
1
3
3
2
1
3
1
1
10
Fam
Inc
85.3
85.6
38.4
35.4
67.7
68.0
56.5
91.8
33.5
50.1
71.3
43.2
35.1
75.1
50.3
30.4
43.3
65.3
16.9
34.8
25.9
35.2
78.8
38.3
48.2
59.0
42.6
47.1
21.2
35.5
25.3
69.7
32.4
38.2
42.3
32.2
74.0
34.1
41.2
26.9
26.6
68.5
16.8
49.4
85.4
53.7
82.7
27.6
55.3
44.1
48.8
60.3
85.9
90.5
94.2
53.3
23.3
66.1
67.6
54.4
55.7
54.1
41.4
35.7
31.1
60.8
33.5
11
Job
Sat
2
2
2
2
1
1
2
1
2
1
4
1
2
2
1
4
1
1
1
2
3
1
1
2
1
4
1
1
2
1
2
2
1
2
1
2
1
3
2
1
1
2
1
1
1
1
3
2
2
2
2
2
1
1
1
1
1
2
4
1
2
1
1
1
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
4
1
0
3
0
3
1
0
9
2
1
2
0
3
2
5
1
1
1.5
1
3
1
0
3
0
4
1
0
15
4
4
3
0
36
4
5
2
1
3
0
5
1
0
6
2
5
1
0
16
0
5
2
0
4.08
1
4
1
0
2
0
1
1
0
11.83
4
1
3
0
10
0
5
1
0
1
0
2
2
1
2
2
1
1
1
10
0
4
1
0
3.5
1
2
1
0
0.75
0
5
1
0
1
1
1
1
0
10
1
4
1
0
7
1
5
1
0
18
2
5
1
0
0.16
0
1
1
0
5
3
1
1
0
9.5
1
5
3
0
5.5
1
1
2
0
52.25
4
5
1
0
10
0
4
2
0
12
0
5
2
0
1
0
1
1
0
12
5
5
1
0
4
1
5
1
2
22
3
5
1
0
2
0
5
1
0
11
1
5
2
0
11
2
4
3
0
9
2
5
3
0
10
0
5
1
0
2.33
0
5
3
0
6
0
4
3
0
16
1
1
1
2
3.25
0
2
1
0
27
2
1
1
0
1.91
2
2
2
0
31.91
3
5
1
0
6
1
5
3
0
14
1
5
1
0
4
0
5
3
1
0.58
1
1
2
1
7
4
5
1
0
21
4
5
2
0
24
4
1
3
0
6
4
1
1
1
34
0
5
2
0
4
0
5
1
0
26
0
5
2
0
23
1
5
1
0
3
0
5
1
0
2.5
0
3
1
0
5
2
5
1
0
1
0
5
1
2
1
1
5
1
0
11
0
2
1
0
1.25
1
5
1
0
5
0
1
1
0
1.5
0
Page A16
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
68
26
1
33.7
25
16
0
69
34
1
27.9
9
16
0
70
37
1
31.6
12
16
0
71
42
1
27.0
7
16
0
72
44
1
27.7
14
16
0
73
47
1
37.6
9
18
1
74
52
1
46.3
7
19
1
75
55
1
39.8
23
17
0
76
70
1
51.3
13
16
1
77
72
1
29.8
12
14
0
78
83
1
49.8
42
15
1
79
84
1
47.2
19
16
0
80
85
1
64.6
30
16
1
81
90
1
74.5
21
20
1
82
105
1
39.2
18
18
1
83
118
1
68.0
34
20
0
84
120
1
61.8
27
17
1
85
133
1
54.4
28
19
1
86
151
1
37.0
15
19
0
87
154
1
38.6
6
17
1
88
169
1
67.8
22
20
1
89
177
1
45.5
13
12
1
90
178
1
58.6
15
20
1
91
180
1
50.1
25
15
1
92
181
1
61.4
29
18
1
93
182
1
39.9
38
18
1
94
184
1
36.4
40
10
1
95
188
1
47.9
30
18
0
96
210
1
63.8
38
18
1
97
219
1
37.9
20
16
0
98
224
1
30.4
4
16
0
99
225
1
47.7
24
20
0
100
238
1
31.1
10
13
1
101
240
1
39.3
11
12
1
102
242
1
42.2
14
18
0
103
244
1
38.1
20
16
0
104
256
1
38.6
14
20
0
105
264
1
35.5
21
16
0
106
271
1
28.1
24
18
0
107
272
1
60.9
14
12
1
108
278
1
37.0
23
13
0
109
283
1
36.0
10
18
0
110
286
1
33.4
9
16
0
111
299
1
29.5
27
18
1
112
305
1
30.4
27
16
1
113
308
1
53.4
25
19
0
114
309
1
48.5
18
14
1
115
313
1
40.4
33
18
1
116
314
1
43.4
14
16
0
117
316
1
77.0
35
19
1
118
317
1
43.7
32
16
0
119
318
1
49.4
19
14
1
120
320
1
101.9
35
16
1
121
327
1
37.9
27
18
1
122
332
1
47.7
26
15
1
123
341
1
32.7
12
16
0
124
345
1
35.4
19
18
0
125
354
1
36.6
9
16
0
126
364
1
38.0
26
18
1
127
366
1
51.1
45
20
1
128
376
1
39.7
7
17
0
129
381
1
33.9
28
19
0
130
387
1
33.6
16
16
0
131
396
1
27.9
10
19
0
132
8
2
28.0
10
13
0
133
12
2
86.6
30
13
1
134
22
2
43.3
17
10
1
135
28
2
52.7
18
15
1
136
36
2
36.3
23
13
1
137
63
2
66.7
27
14
1
7
AGE
42
44
33
28
33
31
33
40
35
33
59
36
52
38
39
50
44
48
47
28
39
30
31
41
46
57
58
47
55
37
26
41
27
28
32
39
31
45
41
31
40
26
26
43
44
49
39
50
57
53
52
38
63
38
43
38
36
24
43
63
27
44
32
28
25
49
33
35
40
47
8
Work
HRS
40
40
32
40
40
40
45
40
40
40
35
40
40
45
32
40
35
55
41
50
60
40
60
50
55
49
40
40
75
35
45
35
57
60
40
40
45
50
40
45
51
40
40
54
40
28
40
40
34
50
60
52
45
60
60
40
60
56
56
50
50
40
40
40
40
55
30
40
40
72
9
No
EARN
3
3
2
1
1
1
1
1
1
3
2
1
2
1
3
2
3
4
1
2
2
1
2
3
2
3
1
1
2
1
1
2
2
2
1
2
1
2
2
1
2
1
1
1
1
1
1
1
4
4
2
1
4
1
2
1
4
2
2
2
2
2
2
1
3
2
2
2
3
1
10
Fam
Inc
51.2
34.2
46.6
20.0
19.3
29.4
37.4
44.1
41.3
62.5
69.0
38.8
56.7
65.7
62.6
98.7
61.6
66.8
36.3
31.1
78.6
35.5
51.2
45.1
90.4
34.6
26.4
37.9
74.3
35.2
53.9
61.6
28.3
44.0
32.2
68.7
28.6
70.4
47.1
55.1
29.7
26.0
29.0
24.6
20.4
45.3
38.5
30.4
88.0
70.1
51.4
59.9
98.3
42.7
70.8
22.7
51.2
39.2
36.7
60.7
61.6
42.0
43.9
17.9
49.5
93.5
42.8
51.8
29.9
59.5
11
Job
Sat
1
1
1
1
1
2
2
4
2
2
1
2
4
1
1
2
2
2
4
2
1
1
1
2
1
2
1
3
3
2
2
1
2
3
1
2
2
2
1
1
1
1
1
2
1
1
1
1
2
2
1
1
1
2
2
1
2
2
3
1
1
1
1
1
2
3
3
1
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
1
1
1
5.5
0
1
3
0
5.5
0
5
3
0
2.58
0
5
1
0
12.33
1
5
2
0
3
0
5
1
0
4
0
5
1
0
4
1
5
3
0
4.5
0
5
1
0
6.41
3
1
1
1
2
1
5
1
0
6
0
4
2
0
12.5
1
5
1
0
21
1
5
3
0
4
2
3
2
0
2
0
3
3
0
8
0
5
3
0
22
0
4
3
0
5.66
0
1
1
0
1
0
5
1
0
4.58
2
5
1
0
17
2
1
1
0
1.5
0
5
1
0
3
1
4
1
0
6
2
5
2
0
7
4
5
1
0
34
0
1
2
0
3.91
0
3
1
0
2
0
4
3
4
29
2
1
1
0
14
0
1
1
0
4
0
3
2
0
17
0
5
1
0
0.33
1
5
1
0
5.5
5
5
1
0
5
0
3
1
1
5
1
5
2
0
1
0
1
1
0
20
3
5
1
0
0.25
0
1
1
0
0.66
0
5
1
0
17
0
5
1
0
1
0
5
1
0
8
3
2
3
1
13
2
5
1
0
2
0
5
1
0
1
3
5
1
1
10
1
3
2
0
23
3
3
1
0
11
0
5
1
0
11
0
4
1
0
18
0
5
1
0
1.5
1
5
2
0
32
0
5
1
0
12
0
1
1
0
17
0
4
1
0
10
1
5
1
0
10
0
4
1
1
2
0
1
1
0
5.5
0
5
2
1
25
2
5
1
3
1
0
5
1
0
3.58
0
4
1
0
3
0
5
1
0
2
1
5
3
1
1.5
0
1
1
0
5
0
5
1
0
5
0
5
1
0
0.5
0
1
1
0
10
1
1
1
0
5
0
Page A17
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
138
65
2
27.0
13
10
0
139
73
2
60.0
32
12
1
140
79
2
49.0
30
12
1
141
81
2
42.3
11
13
1
142
86
2
28.8
24
14
0
143
97
2
49.2
8
15
1
144
104
2
25.0
14
12
1
145
107
2
30.0
8
10
1
146
117
2
46.3
10
12
1
147
132
2
52.5
27
8
1
148
139
2
52.3
16
12
1
149
148
2
31.7
15
11
1
150
153
2
40.4
14
12
1
151
157
2
40.9
33
12
1
152
179
2
54.8
18
13
1
153
185
2
40.8
25
13
1
154
211
2
36.4
54
12
1
155
216
2
32.8
7
12
1
156
228
2
36.8
20
12
1
157
243
2
53.6
22
15
1
158
247
2
25.3
34
13
1
159
259
2
28.1
5
12
0
160
266
2
41.9
34
16
1
161
268
2
26.2
13
13
1
162
273
2
36.1
22
14
1
163
281
2
36.6
20
12
1
164
289
2
49.2
20
14
1
165
297
2
61.2
37
14
1
166
310
2
46.6
21
14
1
167
323
2
53.6
27
12
1
168
329
2
35.0
35
12
1
169
331
2
52.7
35
12
1
170
335
2
42.5
42
12
1
171
337
2
57.2
16
14
1
172
342
2
23.2
10
14
1
173
343
2
32.5
35
11
0
174
351
2
31.8
44
12
1
175
352
2
56.9
25
12
1
176
367
2
41.2
16
12
1
177
369
2
32.0
4
12
0
178
371
2
22.6
18
14
1
179
372
2
25.2
10
12
1
180
373
2
25.8
27
14
1
181
374
2
31.3
24
11
1
182
379
2
25.3
4
12
0
183
380
2
43.9
28
12
1
184
395
2
62.8
15
12
1
185
397
2
51.1
26
12
1
186
2
3
35.2
15
12
0
187
14
3
25.8
20
14
0
188
19
3
43.1
7
16
1
189
21
3
34.3
7
12
0
190
29
3
24.7
15
16
1
191
31
3
34.1
33
14
0
192
40
3
25.4
16
12
1
193
50
3
29.3
10
13
0
194
58
3
32.5
10
12
1
195
77
3
31.7
15
12
0
196
82
3
27.9
17
14
1
197
94
3
30.6
20
14
0
198
98
3
29.7
27
12
0
199
99
3
37.1
21
13
0
200
100
3
27.8
20
12
0
201
108
3
33.1
25
16
0
202
109
3
36.8
18
13
1
203
110
3
29.3
8
12
0
204
112
3
26.7
20
12
0
205
113
3
25.9
9
12
0
206
114
3
35.8
45
12
0
207
115
3
33.9
10
13
1
7
AGE
40
48
53
30
40
29
32
25
26
44
34
33
31
51
37
49
60
24
38
40
56
21
51
29
40
38
36
54
41
44
52
55
53
32
28
52
51
42
33
21
36
28
43
44
25
47
35
42
33
50
25
24
35
50
32
26
27
53
27
52
43
39
40
42
37
28
37
35
63
29
8
Work
HRS
40
40
40
40
50
50
42
40
44
40
52
40
60
67
60
40
68
50
40
46
40
72
40
60
40
40
40
50
40
40
40
44
40
40
75
50
60
50
84
40
50
70
40
34
48
40
60
45
50
40
40
49
40
42
40
40
40
40
40
40
40
36
45
36
40
50
40
43
35
41
9
No
EARN
2
3
2
2
2
1
1
1
1
1
1
1
1
3
1
2
1
2
2
1
1
4
1
2
1
2
1
2
1
2
2
3
4
2
1
1
2
2
1
2
2
1
1
1
1
2
1
2
1
1
1
2
2
3
1
1
3
1
2
1
2
3
1
1
4
1
2
1
1
2
10
Fam
Inc
19.3
54.1
43.9
39.3
57.4
63.6
15.0
20.0
36.3
49.2
42.3
39.2
32.4
47.4
45.5
58.7
35.4
34.5
34.1
51.4
15.3
77.9
33.5
41.2
26.1
29.6
39.8
66.7
39.4
61.2
34.6
46.9
46.5
49.3
14.5
22.5
35.1
50.9
31.2
35.6
19.8
15.2
15.9
21.3
15.3
41.1
52.8
44.6
25.2
17.4
33.1
27.4
46.9
69.6
15.4
19.6
32.5
35.7
46.5
47.3
57.8
31.2
17.8
34.2
34.0
19.3
26.5
15.9
38.7
43.0
11
Job
Sat
2
2
2
2
1
1
3
3
2
2
2
2
2
1
2
4
1
2
2
1
1
1
2
1
2
1
1
1
2
1
1
2
1
2
2
1
3
1
1
2
2
1
2
2
2
2
3
2
1
3
4
3
2
2
1
2
1
2
2
2
1
2
1
4
3
2
2
1
1
2
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
3
0
4
0
4
3
2
21
4
5
1
0
0.08
0
5
1
0
10
2
5
3
0
1.5
1
4
2
0
1
0
4
3
0
1
0
4
3
0
2
3
1
1
0
2.5
0
4
3
0
11
1
5
1
0
13
2
5
1
0
1
2
5
2
0
12.5
3
4
3
1
32.33
0
5
2
0
3
0
5
2
0
6
0
1
1
0
10
4
5
1
0
3
0
5
2
0
7
0
5
1
0
18
6
5
1
0
1.83
0
1
1
0
1.08
0
5
3
0
6
1
1
3
0
5
1
5
2
0
15
1
1
1
0
11
3
2
1
0
18
2
5
1
0
5
0
5
2
0
11
1
3
1
0
20
4
5
1
0
27
0
5
1
0
14
0
5
2
0
22
0
5
1
0
1
0
4
1
0
3
0
5
1
0
19.16
0
5
1
0
8
0
5
2
0
14
0
1
2
0
13.91
3
1
2
0
1.25
3
2
2
0
9.66
5
1
2
0
9.66
2
5
3
0
18.16
7
4
2
0
4
0
4
1
1
2
0
1
1
0
19
1
1
3
0
3
2
5
3
0
19.25
0
1
2
0
4
3
1
1
0
10
0
5
3
0
1
1
4
2
0
5
1
5
2
3
0.75
2
5
1
0
3.5
1
1
2
0
0.16
0
3
1
0
4
5
5
1
0
5
0
5
2
0
12.5
1
5
1
2
0.5
0
5
1
0
3
1
5
1
0
9.41
1
5
1
0
16
0
1
1
0
0.5
0
5
2
0
12
1
4
1
0
16
0
1
1
0
3
0
1
1
0
10
0
5
1
0
1.5
1
2
3
0
22
1
4
3
0
3
2
Page A18
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
208
126
3
30.0
15
12
0
209
134
3
60.5
20
16
1
210
137
3
26.2
10
12
0
211
140
3
44.6
10
16
0
212
150
3
32.7
13
15
0
213
163
3
30.0
25
13
0
214
166
3
29.7
15
12
0
215
176
3
30.5
20
12
0
216
187
3
28.9
12
12
0
217
198
3
23.2
22
12
0
218
200
3
48.7
8
12
0
219
207
3
26.3
24
12
1
220
212
3
24.4
6
16
0
221
213
3
23.4
26
12
0
222
218
3
25.3
17
13
0
223
220
3
25.5
21
14
0
224
222
3
55.8
24
12
1
225
233
3
29.3
16
9
1
226
236
3
72.8
19
12
0
227
249
3
27.8
10
15
0
228
250
3
25.4
15
14
0
229
252
3
25.0
11
12
0
230
254
3
62.7
31
14
1
231
269
3
50.7
24
18
0
232
280
3
27.1
15
13
0
233
300
3
27.7
20
13
0
234
307
3
25.3
3
12
0
235
312
3
28.1
22
13
0
236
315
3
56.6
32
12
1
237
350
3
32.5
25
12
0
238
359
3
25.0
6
12
0
239
360
3
34.2
30
12
0
240
385
3
29.3
18
12
1
241
390
3
31.9
21
12
0
242
400
3
25.5
34
12
0
243
450
3
46.1
36
16
0
244
500
3
28.1
4
14
0
245
550
3
25.6
24
14
0
246
600
3
37.3
20
12
0
247
650
3
24.2
20
17
0
248
700
3
33.2
37
13
0
249
750
3
20.3
20
13
0
250
800
3
26.8
27
12
0
251
1
4
35.7
25
14
0
252
15
4
37.5
31
4
1
253
20
4
20.5
3
11
1
254
43
4
21.5
1
12
1
255
66
4
26.5
27
12
1
256
69
4
20.2
34
9
1
257
71
4
64.2
26
12
1
258
80
4
40.9
37
14
1
259
87
4
49.6
8
17
1
260
101
4
24.6
20
12
0
261
116
4
28.9
16
14
1
262
128
4
47.3
10
14
1
263
129
4
26.7
20
12
0
264
141
4
32.5
6
12
1
265
144
4
24.9
9
15
1
266
158
4
45.1
31
12
1
267
159
4
23.9
10
14
0
268
162
4
36.7
19
16
1
269
167
4
55.3
14
12
1
270
168
4
44.0
12
12
1
271
171
4
55.3
30
16
1
272
183
4
33.7
40
8
1
273
192
4
41.2
21
14
1
274
194
4
26.4
13
12
1
275
195
4
36.1
13
10
1
276
199
4
21.9
35
14
0
277
209
4
41.4
41
8
1
7
AGE
42
37
35
27
29
61
32
55
29
38
32
41
29
42
38
47
41
33
36
27
37
32
48
44
41
40
20
65
48
61
23
55
35
31
56
56
30
42
38
38
58
57
69
64
49
20
18
27
53
43
43
29
49
33
27
48
23
26
48
30
35
32
33
47
61
38
30
29
55
58
8
Work
HRS
40
50
40
40
42
40
40
40
32
40
40
72
40
40
35
60
45
56
40
45
40
40
80
40
40
45
40
40
40
40
44
50
40
47
40
40
48
37
40
37
32
32
29
30
40
50
45
30
35
48
40
59
40
50
65
40
46
38
44
37
48
52
40
52
32
60
42
40
40
65
9
No
EARN
2
2
2
2
2
1
2
1
2
2
1
1
3
1
1
3
1
1
1
1
1
2
2
2
2
3
2
1
4
1
2
2
2
3
2
1
2
1
4
1
1
2
1
2
1
2
5
1
1
2
1
2
4
2
2
3
2
2
2
2
2
1
2
1
2
2
1
2
2
3
10
Fam
Inc
23.0
59.2
43.4
69.3
43.1
20.0
38.9
20.5
21.9
16.7
38.7
16.3
28.3
29.7
15.3
68.7
49.4
23.2
63.4
17.8
15.4
25.4
56.1
49.2
32.4
31.4
27.1
18.2
71.0
22.5
37.3
27.9
45.0
40.2
44.5
36.9
41.8
16.4
72.6
49.2
23.2
42.5
16.8
81.9
27.6
14.3
55.5
17.0
15.6
67.9
30.9
46.6
82.5
22.4
39.7
46.8
25.3
39.1
63.2
43.4
46.6
45.3
46.4
46.0
26.6
50.0
17.3
28.6
24.0
42.3
11
Job
Sat
1
2
2
1
2
1
2
2
1
2
2
1
3
1
1
4
1
1
1
1
1
2
4
3
2
2
1
1
1
1
3
2
2
1
2
1
2
4
1
2
2
2
1
1
2
1
3
2
1
1
1
1
2
2
2
2
2
1
2
2
2
1
3
2
2
2
3
2
1
2
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
2
3
0
7.08
0
5
1
0
8.5
2
1
1
0
2.5
3
5
1
0
5
4
2
3
0
4.33
0
1
2
0
18.33
0
5
1
1
11.58
3
1
2
0
15
2
5
1
0
3
1
5
1
1
1
0
1
1
0
6
0
5
3
1
18
0
1
1
0
3
0
4
1
0
1.08
1
5
1
1
4
1
5
3
0
1
0
5
1
0
8
4
4
1
0
4.5
0
4
1
0
2.16
0
5
3
0
2
0
1
1
1
15
3
3
1
0
10
0
1
3
0
9
1
1
2
0
22
0
5
1
0
4
0
5
1
0
7
1
4
1
0
1.5
0
5
1
0
13
1
5
1
0
25
1
5
3
0
17
1
2
1
0
2.5
0
1
2
0
30
3
1
1
0
8
0
1
1
0
10
0
5
1
0
21
0
1
1
0
30
3
1
2
1
1
1
1
2
0
2
0
4
1
0
10.5
4
5
1
0
5
0
5
2
1
5
0
1
2
1
3
0
5
1
0
25
3
3
2
0
11
0
3
2
1
22.08
0
1
1
0
1
3
1
1
0
1
0
5
1
2
0.5
0
5
1
1
5
0
1
1
0
11
2
5
3
0
2
0
1
2
0
2.83
0
1
1
0
4
0
5
2
1
1
0
1
1
1
2
0
5
1
0
9
0
5
1
1
1.41
0
5
1
5
0.5
1
2
3
0
24.75
2
5
1
0
4
0
1
1
0
12
1
5
1
0
13
3
5
1
1
11
0
5
3
0
8
0
5
1
1
40
0
5
1
0
15
2
5
2
1
1.5
0
2
3
0
0.25
0
5
1
1
29.5
1
2
1
0
3
0
Page A19
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
278
215
4
22.0
19
14
1
279
223
4
39.5
21
15
1
280
227
4
35.9
11
12
1
281
232
4
23.1
20
12
1
282
234
4
21.1
4
12
0
283
241
4
29.3
30
8
1
284
253
4
40.3
25
13
1
285
262
4
35.2
16
11
1
286
263
4
31.4
22
12
1
287
265
4
26.1
33
10
1
288
279
4
43.0
35
8
1
289
292
4
37.5
29
12
1
290
302
4
52.8
38
14
1
291
304
4
30.5
27
16
0
292
306
4
28.2
45
11
0
293
324
4
32.5
12
12
1
294
326
4
41.8
45
8
1
295
330
4
46.9
21
12
1
296
334
4
35.7
11
11
0
297
336
4
31.6
12
16
0
298
340
4
24.7
8
12
0
299
344
4
33.3
22
12
1
300
348
4
41.1
4
14
1
301
353
4
23.7
10
13
1
302
355
4
61.9
16
12
0
303
356
4
28.7
20
14
0
304
357
4
20.8
10
12
0
305
362
4
24.9
27
12
1
306
375
4
27.6
8
12
1
307
382
4
25.4
6
12
0
308
383
4
32.6
32
10
1
309
384
4
41.4
24
11
1
310
386
4
21.8
25
12
0
311
388
4
23.3
16
12
1
312
389
4
20.1
13
12
0
313
392
4
58.4
15
14
1
314
399
4
46.3
16
12
1
315
25
5
54.7
13
16
0
316
403
5
88.3
14
20
1
317
404
5
50.5
12
15
1
318
410
5
48.4
15
16
1
319
418
5
36.6
43
16
1
320
430
5
41.3
18
12
0
321
438
5
58.7
19
19
1
322
441
5
63.7
42
14
1
323
446
5
85.6
23
18
1
324
448
5
42.8
22
17
0
325
451
5
60.1
20
17
0
326
453
5
40.3
16
18
1
327
456
5
42.2
2
16
1
328
459
5
30.1
18
17
1
329
461
5
60.6
36
16
1
330
462
5
32.5
23
13
0
331
464
5
25.5
5
11
0
332
467
5
53.3
18
15
1
333
475
5
26.0
6
16
0
334
478
5
33.6
11
16
1
335
489
5
35.2
20
12
0
336
491
5
38.6
21
13
0
337
492
5
71.7
25
16
0
338
493
5
45.1
12
16
0
339
523
5
34.8
14
16
0
340
525
5
38.5
17
12
0
341
538
5
52.6
12
16
1
342
542
5
57.1
45
11
1
343
547
5
31.2
20
12
0
344
570
5
43.3
20
20
0
345
573
5
24.7
7
16
1
346
589
5
57.7
15
12
1
347
591
5
42.4
11
20
1
7
AGE
35
38
29
42
21
46
44
35
41
54
52
45
54
48
57
30
62
38
36
28
27
39
27
30
33
39
37
43
25
26
47
41
41
34
31
32
35
26
35
33
35
59
34
38
58
39
48
29
36
25
40
53
39
27
35
23
29
36
64
43
28
44
36
34
62
39
58
24
32
34
8
Work
HRS
48
60
45
40
55
40
50
40
45
40
40
50
50
35
40
50
40
48
48
60
32
50
50
40
48
40
40
56
63
40
40
65
40
40
40
80
40
40
50
40
30
40
48
50
48
40
40
40
32
40
40
50
46
40
50
40
55
45
43
55
46
40
60
43
50
40
45
50
60
55
9
No
EARN
2
2
2
2
4
4
2
1
1
3
1
2
1
1
2
1
1
2
2
2
2
1
1
1
2
2
2
2
2
2
2
3
4
1
2
2
2
2
2
2
1
1
2
2
2
1
1
1
2
2
2
3
2
2
1
1
1
1
1
2
1
3
3
1
1
1
2
2
2
1
10
Fam
Inc
15.8
49.7
33.5
25.8
35.7
24.0
37.7
28.4
21.4
26.4
33.2
47.6
42.8
20.9
30.1
22.5
32.0
51.7
47.5
40.0
22.0
23.3
31.1
14.6
58.3
38.3
24.1
18.0
30.8
39.9
47.5
48.8
28.2
14.5
59.7
67.9
43.1
65.3
85.3
85.6
38.4
35.4
67.7
68.0
56.5
91.8
33.5
50.1
71.3
43.2
35.1
75.1
50.3
30.4
43.3
16.9
34.8
25.9
35.2
78.8
38.3
48.2
59.0
42.6
47.1
21.2
35.5
25.3
69.7
32.4
11
Job
Sat
2
1
2
1
1
2
2
2
1
1
4
1
2
2
2
3
1
2
2
1
2
2
2
2
2
2
3
2
1
2
1
2
2
2
2
1
2
1
2
2
2
2
1
1
2
1
2
1
4
1
2
2
1
4
1
1
2
3
1
1
2
1
4
1
1
2
1
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
2
1
0
7
1
1
3
0
4
1
1
1
0
3
0
1
1
0
12.83
0
5
1
0
2
0
1
1
1
2
0
1
1
1
15
0
1
3
0
13
0
1
1
0
0.25
0
2
2
0
33
2
3
1
1
20
2
1
1
0
17
2
5
1
0
27
2
5
3
0
3
0
1
1
0
15
2
5
1
0
8
2
5
2
0
17
0
4
1
1
18
1
5
2
0
10
0
5
1
0
7
0
4
1
0
5
1
5
3
0
3.41
2
5
3
0
3
0
5
3
0
8
0
5
3
0
14
1
1
1
0
20
2
1
2
0
2.66
0
5
1
0
0.25
0
1
1
0
4
1
1
1
0
5
1
5
1
0
10
1
1
3
0
5
1
4
1
0
16
0
1
2
0
13
0
1
1
0
2.5
0
5
1
0
6
2
4
3
0
16
4
4
1
0
3.5
1
4
1
0
3
0
3
1
0
9
2
1
2
0
3
2
5
1
1
1.5
1
3
1
0
3
0
4
1
0
15
4
4
3
0
36
4
5
2
1
3
0
5
1
0
6
2
5
1
0
16
0
5
2
0
4.08
1
4
1
0
2
0
1
1
0
11.83
4
1
3
0
10
0
5
1
0
1
0
2
2
1
2
2
1
1
1
10
0
2
1
0
0.75
0
5
1
0
1
1
1
1
0
10
1
4
1
0
7
1
5
1
0
18
2
5
1
0
0.16
0
1
1
0
5
3
1
1
0
9.5
1
5
3
0
5.5
1
1
2
0
52.25
4
5
1
0
10
0
4
2
0
12
0
5
2
0
1
0
1
1
0
12
5
5
1
0
4
1
Page A20
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
348
593
5
36.7
26
12
0
349
597
5
52.3
18
16
1
350
603
5
33.0
16
12
0
351
606
5
69.3
18
12
1
352
617
5
40.7
22
16
1
353
629
5
51.2
11
15
1
354
637
5
35.2
22
16
0
355
651
5
35.9
19
14
0
356
655
5
55.7
17
16
1
357
657
5
26.2
20
16
1
358
658
5
54.7
45
15
1
359
660
5
65.0
45
14
1
360
667
5
60.4
35
14
1
361
670
5
64.9
20
16
1
362
675
5
37.6
28
12
0
363
676
5
33.9
26
19
0
364
685
5
31.3
28
12
1
365
687
5
51.2
16
14
1
366
691
5
38.1
25
13
0
367
694
5
49.6
30
13
0
368
695
5
40.2
6
16
0
369
698
5
86.4
38
12
1
370
701
5
39.4
25
16
0
371
703
5
24.7
26
13
1
372
721
5
43.7
25
16
0
373
722
5
26.6
5
15
0
374
733
5
62.6
8
14
1
375
761
5
27.5
27
16
1
376
763
5
29.9
14
16
0
377
777
5
48.5
6
12
1
378
778
5
45.7
17
12
0
379
798
5
24.5
2
13
1
380
409
6
70.8
15
18
1
381
411
6
41.0
13
12
0
382
426
6
33.7
25
16
0
383
434
6
27.9
9
16
0
384
437
6
31.6
12
16
0
385
442
6
27.0
7
16
0
386
444
6
27.7
14
16
0
387
447
6
37.6
9
18
1
388
452
6
46.3
7
19
1
389
455
6
39.8
23
17
0
390
470
6
51.3
13
16
1
391
472
6
29.8
12
14
0
392
483
6
49.8
42
15
1
393
484
6
47.2
19
16
0
394
485
6
64.6
30
16
1
395
490
6
74.5
21
20
1
396
505
6
39.2
18
18
1
397
518
6
68.0
34
20
0
398
520
6
61.8
27
17
1
399
533
6
54.4
28
19
1
400
551
6
37.0
15
19
0
401
554
6
38.6
6
17
1
402
569
6
67.8
22
20
1
403
577
6
45.5
13
12
1
404
578
6
58.6
15
20
1
405
580
6
50.1
25
15
1
406
581
6
61.4
29
18
1
407
582
6
39.9
38
18
1
408
584
6
36.4
40
10
1
409
588
6
47.9
30
18
0
410
610
6
63.8
38
18
1
411
619
6
37.9
20
16
0
412
624
6
30.4
4
16
0
413
625
6
47.7
24
20
0
414
638
6
31.1
10
13
1
415
640
6
39.3
11
12
1
416
642
6
42.2
14
18
0
417
644
6
38.1
20
16
0
7
AGE
42
40
32
39
39
33
41
36
39
39
62
62
52
40
43
41
45
33
45
51
38
57
45
43
51
43
25
43
50
22
33
22
39
35
42
44
33
28
33
31
33
40
35
33
59
36
52
38
39
50
44
48
47
28
39
30
31
41
46
57
58
47
55
37
26
41
27
28
32
39
8
Work
HRS
60
70
55
50
45
40
50
65
40
60
40
40
40
50
46
40
40
55
36
40
40
32
40
40
40
38
73
55
38
65
36
40
50
32
40
40
32
40
40
40
45
40
40
40
35
40
40
45
32
40
35
55
41
50
60
40
60
50
55
49
40
40
75
35
45
35
57
60
40
40
9
No
EARN
3
1
2
2
1
1
1
1
2
1
2
3
1
2
1
2
1
1
2
2
2
2
4
2
2
4
1
3
3
2
1
3
1
1
3
3
2
1
1
1
1
1
1
3
2
1
2
1
3
2
3
4
1
2
2
1
2
3
2
3
1
1
2
1
1
2
2
2
1
2
10
Fam
Inc
38.2
42.3
32.2
74.0
34.1
41.2
26.9
26.6
68.5
16.8
49.4
85.4
53.7
82.7
27.6
55.3
44.1
48.8
60.3
85.9
90.5
94.2
53.3
23.3
66.1
67.6
54.4
55.7
54.1
41.4
35.7
31.1
60.8
33.5
51.2
34.2
46.6
20.0
19.3
29.4
37.4
44.1
41.3
62.5
69.0
38.8
56.7
65.7
62.6
98.7
61.6
66.8
36.3
31.1
78.6
35.5
51.2
45.1
90.4
34.6
26.4
37.9
74.3
35.2
53.9
61.6
28.3
44.0
32.2
68.7
11
Job
Sat
2
1
2
1
3
2
1
1
2
1
1
1
1
3
2
2
2
2
2
1
1
1
1
1
2
4
1
2
1
1
1
2
2
1
1
1
1
1
1
2
2
4
2
2
1
2
4
1
1
2
2
2
4
2
1
1
1
2
1
2
1
3
3
2
2
1
2
3
1
2
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
2
22
3
5
1
0
2
0
5
1
0
11
1
5
2
0
11
2
4
3
0
9
2
5
3
0
10
0
5
1
0
2.33
0
5
3
0
6
0
4
3
0
16
1
1
1
2
3.25
0
2
1
0
27
2
1
1
0
1.91
2
2
2
0
31.91
3
5
1
0
6
1
5
3
0
14
1
5
1
0
4
0
5
3
1
0.58
1
1
2
1
7
4
5
1
0
21
4
5
2
0
24
4
1
3
0
6
4
1
1
1
34
0
5
2
0
4
0
5
1
0
26
0
5
2
0
23
1
5
1
0
3
0
5
1
0
2.5
0
3
1
0
5
2
5
1
0
1
0
5
1
2
1
1
5
1
0
11
0
2
1
0
1.25
1
5
1
0
5
0
1
1
0
1.5
0
1
1
1
5.5
0
1
3
0
5.5
0
5
3
0
2.58
0
5
1
0
12.33
1
5
2
0
3
0
5
1
0
4
0
5
1
0
4
1
5
3
0
4.5
0
5
1
0
6.41
3
1
1
1
2
1
5
1
0
6
0
4
2
0
12.5
1
5
1
0
21
1
5
3
0
4
2
3
2
0
2
0
3
3
0
8
0
5
3
0
22
0
4
3
0
5.66
0
1
1
0
1
0
5
1
0
4.58
2
5
1
0
17
2
1
1
0
1.5
0
5
1
0
3
1
4
1
0
6
2
5
2
0
7
4
5
1
0
34
0
1
2
0
3.91
0
3
1
0
2
0
4
3
4
29
2
1
1
0
14
0
1
1
0
4
0
3
2
0
17
0
5
1
0
0.33
1
5
1
0
5.5
5
5
1
0
5
0
3
1
1
5
1
Page A21
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
418
656
6
38.6
14
20
0
419
664
6
35.5
21
16
0
420
671
6
28.1
24
18
0
421
672
6
60.9
14
12
1
422
678
6
37.0
23
13
0
423
683
6
36.0
10
18
0
424
686
6
33.4
9
16
0
425
699
6
29.5
27
18
1
426
705
6
30.4
27
16
1
427
708
6
53.4
25
19
0
428
709
6
48.5
18
14
1
429
713
6
40.4
33
18
1
430
714
6
43.4
14
16
0
431
716
6
77.0
35
19
1
432
717
6
43.7
32
16
0
433
718
6
49.4
19
14
1
434
720
6
101.9
35
16
1
435
727
6
37.9
27
18
1
436
732
6
47.7
26
15
1
437
741
6
32.7
12
16
0
438
745
6
35.4
19
18
0
439
754
6
36.6
9
16
0
440
764
6
38.0
26
18
1
441
766
6
51.1
45
20
1
442
776
6
39.7
7
17
0
443
781
6
33.9
28
19
0
444
787
6
33.6
16
16
0
445
796
6
27.9
10
19
0
446
408
7
28.0
10
13
0
447
412
7
86.6
30
13
1
448
422
7
43.3
17
10
1
449
428
7
52.7
18
15
1
450
436
7
36.3
23
13
1
451
463
7
66.7
27
14
1
452
465
7
27.0
13
10
0
453
473
7
60.0
32
12
1
454
479
7
49.0
30
12
1
455
481
7
42.3
11
13
1
456
486
7
28.8
24
14
0
457
497
7
49.2
8
15
1
458
504
7
25.0
14
12
1
459
507
7
30.0
8
10
1
460
517
7
46.3
10
12
1
461
532
7
52.5
27
8
1
462
539
7
52.3
16
12
1
463
548
7
31.7
15
11
1
464
553
7
40.4
14
12
1
465
557
7
40.9
33
12
1
466
579
7
54.8
18
13
1
467
585
7
40.8
25
13
1
468
611
7
36.4
54
12
1
469
616
7
32.8
7
12
1
470
628
7
36.8
20
12
1
471
643
7
53.6
22
15
1
472
647
7
25.3
34
13
1
473
659
7
28.1
5
12
0
474
666
7
41.9
34
16
1
475
668
7
26.2
13
13
1
476
673
7
36.1
22
14
1
477
681
7
36.6
20
12
1
478
689
7
49.2
20
14
1
479
697
7
61.2
37
14
1
480
710
7
46.6
21
14
1
481
723
7
53.6
27
12
1
482
729
7
35.0
35
12
1
483
731
7
52.7
35
12
1
484
735
7
42.5
42
12
1
485
737
7
57.2
16
14
1
486
742
7
23.2
10
14
1
487
743
7
32.5
35
11
0
7
AGE
31
45
41
31
40
26
26
43
44
49
39
50
57
53
52
38
63
38
43
38
36
24
43
63
27
44
32
28
25
49
33
35
40
47
40
48
53
30
40
29
32
25
26
44
34
33
31
51
37
49
60
24
38
40
56
21
51
29
40
38
36
54
41
44
52
55
53
32
28
52
8
Work
HRS
45
50
40
45
51
40
40
54
40
28
40
40
34
50
60
52
45
60
60
40
60
56
56
50
50
40
40
40
40
55
30
40
40
72
40
40
40
40
50
50
42
40
44
40
52
40
60
67
60
40
68
50
40
46
40
72
40
60
40
40
40
50
40
40
40
44
40
40
75
50
9
No
EARN
1
2
2
1
2
1
1
1
1
1
1
1
4
4
2
1
4
1
2
1
4
2
2
2
2
2
2
1
3
2
2
2
3
1
2
3
2
2
2
1
1
1
1
1
1
1
1
3
1
2
1
2
2
1
1
4
1
2
1
2
1
2
1
2
2
3
4
2
1
1
10
Fam
Inc
28.6
70.4
47.1
55.1
29.7
26.0
29.0
24.6
20.4
45.3
38.5
30.4
88.0
70.1
51.4
59.9
98.3
42.7
70.8
22.7
51.2
39.2
36.7
60.7
61.6
42.0
43.9
17.9
49.5
93.5
42.8
51.8
29.9
59.5
19.3
54.1
43.9
39.3
57.4
63.6
15.0
20.0
36.3
49.2
42.3
39.2
32.4
47.4
45.5
58.7
35.4
34.5
34.1
51.4
15.3
77.9
33.5
41.2
26.1
29.6
39.8
66.7
39.4
61.2
34.6
46.9
46.5
49.3
14.5
22.5
11
Job
Sat
2
2
1
1
1
1
1
2
1
1
1
1
2
2
1
1
1
2
2
1
2
2
3
1
1
1
1
1
2
3
3
1
1
1
2
2
2
2
1
1
3
3
2
2
2
2
2
1
2
4
1
2
2
1
1
1
2
1
2
1
1
1
2
1
1
2
1
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
2
0
1
0
1
1
0
20
3
5
1
0
0.25
0
1
1
0
0.66
0
5
1
0
17
0
5
1
0
1
0
5
1
0
8
3
2
3
1
13
2
5
1
0
2
0
5
1
0
1
3
5
1
1
10
1
3
2
0
23
3
3
1
0
11
0
5
1
0
11
0
4
1
0
18
0
5
1
0
1.5
1
5
2
0
32
0
5
1
0
12
0
1
1
0
17
0
4
1
0
10
1
5
1
0
10
0
4
1
1
2
0
1
1
0
5.5
0
5
2
1
25
2
5
1
3
1
0
5
1
0
3.58
0
4
1
0
3
0
5
1
0
2
1
5
3
1
1.5
0
1
1
0
5
0
5
1
0
5
0
5
1
0
0.5
0
1
1
0
10
1
1
1
0
5
0
5
3
0
4
0
4
3
2
21
4
5
1
0
0.08
0
5
1
0
10
2
5
3
0
1.5
1
4
2
0
1
0
4
3
0
1
0
4
3
0
2
3
1
1
0
2.5
0
4
3
0
11
1
5
1
0
13
2
5
1
0
1
2
5
2
0
12.5
3
4
3
1
32.33
0
5
2
0
3
0
5
2
0
6
0
1
1
0
10
4
5
1
0
3
0
5
2
0
7
0
5
1
0
18
6
5
1
0
1.83
0
1
1
0
1.08
0
5
3
0
6
1
1
3
0
5
1
5
2
0
15
1
1
1
0
11
3
2
1
0
18
2
5
1
0
5
0
5
2
0
11
1
3
1
0
20
4
5
1
0
27
0
5
1
0
14
0
5
2
0
22
0
5
1
0
1
0
4
1
0
3
0
5
1
0
19.16
0
Page A22
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
488
751
7
31.8
44
12
1
489
752
7
56.9
25
12
1
490
767
7
41.2
16
12
1
491
769
7
32.0
4
12
0
492
771
7
22.6
18
14
1
493
772
7
25.2
10
12
1
494
773
7
25.8
27
14
1
495
774
7
31.3
24
11
1
496
779
7
25.3
4
12
0
497
780
7
43.9
28
12
1
498
795
7
62.8
15
12
1
499
797
7
51.1
26
12
1
500
274
8
25.4
15
14
0
501
282
8
25.5
34
12
0
502
296
8
27.7
20
13
0
503
402
8
35.2
15
12
0
504
414
8
25.8
20
14
0
505
419
8
43.1
7
16
1
506
421
8
34.3
7
12
0
507
425
8
46.1
36
16
0
508
429
8
24.7
15
16
1
509
431
8
34.1
33
14
0
510
440
8
25.4
16
12
1
511
458
8
32.5
10
12
1
512
474
8
29.3
10
13
0
513
476
8
28.1
4
14
0
514
477
8
31.7
15
12
0
515
482
8
27.9
17
14
1
516
494
8
30.6
20
14
0
517
498
8
29.7
27
12
0
518
499
8
37.1
21
13
0
519
501
8
27.8
20
12
0
520
508
8
33.1
25
16
0
521
509
8
36.8
18
13
1
522
510
8
29.3
8
12
0
523
512
8
26.7
20
12
0
524
513
8
25.9
9
12
0
525
514
8
35.8
45
12
0
526
515
8
33.9
10
13
1
527
524
8
25.6
24
14
0
528
526
8
30.0
15
12
0
529
534
8
60.5
20
16
1
530
537
8
26.2
10
12
0
531
540
8
44.6
10
16
0
532
561
8
32.7
13
15
0
533
563
8
30.0
25
13
0
534
566
8
29.7
15
12
0
535
576
8
30.5
20
12
0
536
587
8
28.9
12
12
0
537
598
8
23.2
22
12
0
538
599
8
48.7
8
12
0
539
607
8
26.3
24
12
1
540
612
8
24.4
6
16
0
541
613
8
23.4
26
12
0
542
618
8
25.3
17
13
0
543
620
8
25.5
21
14
0
544
621
8
37.3
20
12
0
545
622
8
55.8
24
12
1
546
633
8
29.3
16
9
1
547
636
8
72.8
19
12
0
548
649
8
27.8
10
15
0
549
652
8
25.0
11
12
0
550
654
8
62.7
31
14
1
551
669
8
50.7
24
18
0
552
674
8
24.2
20
17
0
553
680
8
27.1
15
13
0
554
682
8
26.8
27
12
0
555
696
8
33.2
37
13
0
556
707
8
25.3
3
12
0
557
712
8
28.1
22
13
0
7
AGE
51
42
33
21
36
28
43
44
25
47
35
42
37
56
40
33
50
25
24
56
35
50
32
27
26
30
53
27
52
43
39
40
42
37
28
37
35
63
29
42
42
37
35
27
29
61
32
55
29
38
32
41
29
42
38
47
38
41
33
36
27
32
48
44
38
41
69
58
20
65
8
Work
HRS
60
50
84
40
50
70
40
34
48
40
60
45
40
40
45
50
40
40
49
40
40
42
40
40
40
48
40
40
40
40
36
45
36
40
50
40
43
35
41
37
40
50
40
40
42
40
40
40
32
40
40
72
40
40
35
60
40
45
56
40
45
40
80
40
37
40
29
32
40
40
9
No
EARN
2
2
1
2
2
1
1
1
1
2
1
2
1
2
3
1
1
1
2
1
2
3
1
3
1
2
1
2
1
2
3
1
1
4
1
2
1
1
2
1
2
2
2
2
2
1
2
1
2
2
1
1
3
1
1
3
4
1
1
1
1
2
2
2
1
2
1
1
2
1
10
Fam
Inc
35.1
50.9
31.2
35.6
19.8
15.2
15.9
21.3
15.3
41.1
52.8
44.6
15.4
44.5
31.4
25.2
17.4
33.1
27.4
36.9
46.9
69.6
15.4
32.5
19.6
41.8
35.7
46.5
47.3
57.8
31.2
17.8
34.2
34.0
19.3
26.5
15.9
38.7
43.0
16.4
23.0
59.2
43.4
69.3
43.1
20.0
38.9
20.5
21.9
16.7
38.7
16.3
28.3
29.7
15.3
68.7
72.6
49.4
23.2
63.4
17.8
25.4
56.1
49.2
49.2
32.4
16.8
23.2
27.1
18.2
11
Job
Sat
3
1
1
2
2
1
2
2
2
2
3
2
1
2
2
1
3
4
3
1
2
2
1
1
2
2
2
2
2
1
2
1
4
3
2
2
1
1
2
4
1
2
2
1
2
1
2
2
1
2
2
1
3
1
1
4
1
1
1
1
1
2
4
3
2
2
1
2
1
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
0
8
0
5
2
0
14
0
1
2
0
13.91
3
1
2
0
1.25
3
2
2
0
9.66
5
1
2
0
9.66
2
5
3
0
18.16
7
4
2
0
4
0
4
1
1
2
0
1
1
0
19
1
1
3
0
3
2
5
3
0
19.25
0
1
1
1
15
3
5
1
0
21
0
5
1
0
7
1
1
2
0
4
3
1
1
0
10
0
5
3
0
1
1
4
2
0
5
1
1
1
0
30
3
5
2
3
0.75
2
5
1
0
3.5
1
1
2
0
0.16
0
5
1
0
5
0
3
1
0
4
5
1
2
1
1
1
5
2
0
12.5
1
5
1
2
0.5
0
5
1
0
3
1
5
1
0
9.41
1
5
1
0
16
0
1
1
0
0.5
0
5
2
0
12
1
4
1
0
16
0
1
1
0
3
0
1
1
0
10
0
5
1
0
1.5
1
2
3
0
22
1
4
3
0
3
2
1
2
0
2
0
2
3
0
7.08
0
5
1
0
8.5
2
1
1
0
2.5
3
5
1
0
5
4
2
3
0
4.33
0
1
2
0
18.33
0
5
1
1
11.58
3
1
2
0
15
2
5
1
0
3
1
5
1
1
1
0
1
1
0
6
0
5
3
1
18
0
1
1
0
3
0
4
1
0
1.08
1
5
1
1
4
1
5
3
0
1
0
4
1
0
10.5
4
5
1
0
8
4
4
1
0
4.5
0
4
1
0
2.16
0
5
3
0
2
0
3
1
0
10
0
1
3
0
9
1
1
2
0
22
0
5
1
0
5
0
5
1
0
4
0
5
1
0
25
3
5
2
1
5
0
4
1
0
1.5
0
5
1
0
13
1
Page A23
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
558
715
8
56.6
32
12
1
559
756
8
32.5
25
12
0
560
759
8
25.0
6
12
0
561
760
8
34.2
30
12
0
562
785
8
29.3
18
12
1
563
790
8
31.9
21
12
0
564
791
8
20.3
20
13
0
565
76
9
24.6
20
12
0
566
221
9
21.9
35
14
0
567
391
9
28.7
20
14
0
568
401
9
35.7
25
14
0
569
415
9
37.5
31
4
1
570
420
9
20.5
3
11
1
571
443
9
21.5
1
12
1
572
466
9
26.5
27
12
1
573
469
9
20.2
34
9
1
574
471
9
64.2
26
12
1
575
480
9
40.9
37
14
1
576
487
9
49.6
8
17
1
577
516
9
28.9
16
14
1
578
528
9
47.3
10
14
1
579
529
9
26.7
20
12
0
580
541
9
32.5
6
12
1
581
544
9
24.9
9
15
1
582
558
9
45.1
31
12
1
583
559
9
23.9
10
14
0
584
562
9
36.7
19
16
1
585
567
9
55.3
14
12
1
586
568
9
44.0
12
12
1
587
571
9
55.3
30
16
1
588
583
9
33.7
40
8
1
589
592
9
41.2
21
14
1
590
594
9
26.4
13
12
1
591
595
9
36.1
13
10
1
592
609
9
41.4
41
8
1
593
615
9
22.0
19
14
1
594
623
9
39.5
21
15
1
595
627
9
35.9
11
12
1
596
632
9
23.1
20
12
1
597
634
9
21.1
4
12
0
598
641
9
29.3
30
8
1
599
653
9
40.3
25
13
1
600
662
9
35.2
16
11
1
601
663
9
31.4
22
12
1
602
665
9
26.1
33
10
1
603
679
9
43.0
35
8
1
604
692
9
37.5
29
12
1
605
702
9
52.8
38
14
1
606
704
9
30.5
27
16
0
607
706
9
28.2
45
11
0
608
724
9
32.5
12
12
1
609
726
9
41.8
45
8
1
610
730
9
46.9
21
12
1
611
734
9
35.7
11
11
0
612
736
9
31.6
12
16
0
613
740
9
24.7
8
12
0
614
744
9
33.3
22
12
1
615
748
9
41.1
4
14
1
616
753
9
23.7
10
13
1
617
755
9
61.9
16
12
0
618
757
9
20.8
10
12
0
619
762
9
24.9
27
12
1
620
775
9
27.6
8
12
1
621
782
9
25.4
6
12
0
622
783
9
32.6
32
10
1
623
784
9
41.4
24
11
1
624
786
9
21.8
25
12
0
625
788
9
23.3
16
12
1
626
789
9
20.1
13
12
0
627
792
9
58.4
15
14
1
7
AGE
48
61
23
55
35
31
57
49
55
39
64
49
20
18
27
53
43
43
29
33
27
48
23
26
48
30
35
32
33
47
61
38
30
29
58
35
38
29
42
21
46
44
35
41
54
52
45
54
48
57
30
62
38
36
28
27
39
27
30
33
37
43
25
26
47
41
41
34
31
32
8
Work
HRS
40
40
44
50
40
47
32
40
40
40
30
40
50
45
30
35
48
40
59
50
65
40
46
38
44
37
48
52
40
52
32
60
42
40
65
48
60
45
40
55
40
50
40
45
40
40
50
50
35
40
50
40
48
48
60
32
50
50
40
48
40
56
63
40
40
65
40
40
40
80
9
No
EARN
4
1
2
2
2
3
2
4
2
2
2
1
2
5
1
1
2
1
2
2
2
3
2
2
2
2
2
1
2
1
2
2
1
2
3
2
2
2
2
4
4
2
1
1
3
1
2
1
1
2
1
1
2
2
2
2
1
1
1
2
2
2
2
2
2
3
4
1
2
2
10
Fam
Inc
71.0
22.5
37.3
27.9
45.0
40.2
42.5
82.5
24.0
38.3
81.9
27.6
14.3
55.5
17.0
15.6
67.9
30.9
46.6
22.4
39.7
46.8
25.3
39.1
63.2
43.4
46.6
45.3
46.4
46.0
26.6
50.0
17.3
28.6
42.3
15.8
49.7
33.5
25.8
35.7
24.0
37.7
28.4
21.4
26.4
33.2
47.6
42.8
20.9
30.1
22.5
32.0
51.7
47.5
40.0
22.0
23.3
31.1
14.6
58.3
24.1
18.0
30.8
39.9
47.5
48.8
28.2
14.5
59.7
67.9
11
Job
Sat
1
1
3
2
2
1
2
2
1
2
1
2
1
3
2
1
1
1
1
2
2
2
2
1
2
2
2
1
3
2
2
2
3
2
2
2
1
2
1
1
2
2
2
1
1
4
1
2
2
2
3
1
2
2
1
2
2
2
2
2
3
2
1
2
1
2
2
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
0
25
1
5
3
0
17
1
2
1
0
2.5
0
1
2
0
30
3
1
1
0
8
0
1
1
0
10
0
1
2
1
3
0
1
1
0
4
0
5
1
1
29.5
1
1
1
0
20
2
3
2
0
11
0
3
2
1
22.08
0
1
1
0
1
3
1
1
0
1
0
5
1
2
0.5
0
5
1
1
5
0
1
1
0
11
2
5
3
0
2
0
1
2
0
2.83
0
5
2
1
1
0
1
1
1
2
0
5
1
0
9
0
5
1
1
1.41
0
5
1
5
0.5
1
2
3
0
24.75
2
5
1
0
4
0
1
1
0
12
1
5
1
0
13
3
5
1
1
11
0
5
3
0
8
0
5
1
1
40
0
5
1
0
15
2
5
2
1
1.5
0
2
3
0
0.25
0
2
1
0
3
0
2
1
0
7
1
1
3
0
4
1
1
1
0
3
0
1
1
0
12.83
0
5
1
0
2
0
1
1
1
2
0
1
1
1
15
0
1
3
0
13
0
1
1
0
0.25
0
2
2
0
33
2
3
1
1
20
2
1
1
0
17
2
5
1
0
27
2
5
3
0
3
0
1
1
0
15
2
5
1
0
8
2
5
2
0
17
0
4
1
1
18
1
5
2
0
10
0
5
1
0
7
0
4
1
0
5
1
5
3
0
3.41
2
5
3
0
3
0
5
3
0
8
0
5
3
0
14
1
1
2
0
2.66
0
5
1
0
0.25
0
1
1
0
4
1
1
1
0
5
1
5
1
0
10
1
1
3
0
5
1
4
1
0
16
0
1
2
0
13
0
1
1
0
2.5
0
5
1
0
6
2
Page A24
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
628
799
9
46.3
16
12
1
629
407
10
30.0
10
14
0
630
416
10
64.2
23
16
1
631
427
10
66.4
27
13
1
632
433
10
55.2
24
13
1
633
449
10
26.6
3
14
0
634
454
10
51.5
12
12
1
635
460
10
31.6
4
9
0
636
502
10
38.4
17
14
1
637
503
10
31.1
8
14
1
638
519
10
40.7
25
15
0
639
521
10
32.1
7
15
1
640
522
10
42.5
24
12
1
641
527
10
37.1
8
12
1
642
530
10
61.8
49
12
1
643
543
10
49.1
24
13
1
644
560
10
27.1
20
10
0
645
564
10
32.7
21
14
1
646
565
10
48.2
23
12
1
647
596
10
69.3
30
16
1
648
601
10
43.7
24
14
0
649
631
10
45.2
42
11
1
650
635
10
28.7
20
9
0
651
645
10
25.3
13
14
0
652
648
10
42.6
14
14
1
653
688
10
35.8
19
12
0
654
693
10
34.0
16
14
0
655
728
10
39.4
23
12
0
656
770
10
40.2
46
10
1
657
793
10
32.5
24
13
1
658
5
11
30.2
3
14
1
659
6
11
45.7
40
14
1
660
7
11
30.0
10
14
0
661
13
11
43.3
12
12
0
662
16
11
64.2
23
16
1
663
17
11
42.0
20
12
0
664
23
11
43.8
14
16
1
665
24
11
45.7
20
13
0
666
27
11
66.4
27
13
1
667
32
11
40.3
15
12
0
668
33
11
55.2
24
13
1
669
35
11
30.4
11
17
0
670
39
11
28.4
23
15
1
671
45
11
21.8
18
9
0
672
49
11
26.6
3
14
0
673
54
11
51.5
12
12
1
674
57
11
50.2
14
16
0
675
60
11
31.6
4
9
0
676
68
11
32.0
8
16
1
677
88
11
88.0
23
14
1
678
95
11
23.7
15
12
0
679
96
11
50.8
35
12
1
680
102
11
38.4
17
14
1
681
103
11
31.1
8
14
1
682
106
11
33.0
15
16
1
683
111
11
20.3
6
16
1
684
119
11
40.7
25
15
0
685
121
11
32.1
7
15
1
686
122
11
42.5
24
12
1
687
127
11
37.1
8
12
1
688
130
11
61.8
49
12
1
689
131
11
32.7
15
14
0
690
135
11
91.7
36
16
1
691
136
11
65.3
20
16
1
692
143
11
49.1
24
13
1
693
145
11
26.0
19
18
0
694
146
11
43.1
19
16
1
695
149
11
35.1
30
10
0
696
152
11
26.1
3
10
1
697
155
11
35.2
9
14
1
7
AGE
35
37
39
43
41
21
28
27
34
25
49
25
41
26
65
41
40
38
40
47
43
62
50
30
30
38
34
54
63
44
23
60
37
34
39
61
30
37
43
34
41
27
41
34
21
28
39
27
25
40
48
52
34
25
32
23
49
25
41
26
65
33
52
38
41
36
37
61
20
22
8
Work
HRS
40
40
40
50
45
40
62
40
48
50
40
31
40
40
40
76
40
38
40
50
40
45
40
43
40
32
40
40
42
50
40
40
40
40
40
40
55
64
50
50
45
40
89
38
40
62
40
40
40
40
30
40
48
50
40
60
40
31
40
40
40
40
70
60
76
42
40
40
54
40
9
No
EARN
2
1
2
4
2
2
2
3
2
1
3
2
1
1
4
2
2
3
2
4
2
2
2
2
2
2
1
2
1
3
1
1
1
2
2
1
1
1
4
4
2
2
1
3
2
2
1
3
3
2
2
2
2
1
1
3
3
2
1
1
4
2
1
2
2
2
4
1
2
1
10
Fam
Inc
43.1
15.0
67.2
91.8
18.5
60.7
47.1
48.9
33.4
29.9
50.8
39.8
23.4
38.2
68.0
46.1
15.0
49.5
66.2
89.2
21.3
34.2
24.8
28.9
32.4
59.4
19.5
21.3
29.0
26.1
20.2
35.7
15.0
55.2
67.2
34.6
33.8
35.7
91.8
34.2
18.5
36.2
19.2
43.7
60.7
47.1
45.2
48.9
52.3
92.9
36.1
96.2
33.4
29.9
23.5
38.4
50.8
39.8
23.4
38.2
68.0
83.3
81.7
59.0
46.1
71.2
51.2
25.5
22.5
25.2
11
Job
Sat
2
2
1
1
2
2
1
2
1
2
2
1
1
1
1
1
1
2
1
1
1
2
2
1
2
1
1
1
2
1
1
1
2
2
1
1
1
1
1
2
2
2
3
2
2
1
2
2
1
1
1
3
1
2
2
2
2
1
1
1
1
2
1
1
1
4
2
1
2
2
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
4
3
0
16
4
1
2
0
1.5
0
5
1
0
0.5
0
4
1
0
12
2
1
1
0
2
0
5
1
0
0.66
0
4
2
0
5
3
5
1
0
4
0
5
1
0
10
2
2
1
0
3
0
5
1
0
3.41
0
2
1
0
1
1
1
1
0
10.5
1
1
3
0
1
0
4
1
1
12.41
2
5
1
0
27.16
4
1
1
0
17
0
2
1
0
2.66
2
2
1
0
3
1
5
1
0
23.58
3
1
2
0
22.25
1
5
1
0
23
0
1
1
0
10
0
5
3
3
0.25
1
5
2
0
6
0
5
1
0
3.5
1
5
1
2
4
1
5
1
0
23
0
4
1
0
9.41
7
5
2
0
24
0
1
1
0
1.5
0
1
1
0
20
0
1
2
0
1.5
0
1
1
0
6
1
5
1
0
0.5
0
1
1
0
0.75
0
5
1
0
5
1
5
1
1
3
0
4
1
0
12
2
3
3
1
8
2
1
1
0
2
0
5
1
0
7
0
1
1
0
1
0
1
1
0
1.5
1
5
1
0
0.66
0
4
2
0
5
3
5
1
0
2
1
5
1
0
4
0
5
1
0
2.5
0
5
1
0
4.33
0
5
1
0
1.66
0
5
1
1
0.08
0
5
1
0
10
2
2
1
0
3
0
1
1
0
3
3
1
3
0
1
1
5
1
0
3.41
0
2
1
0
1
1
1
1
0
10.5
1
1
3
0
1
0
4
1
1
12.41
2
3
3
0
3.75
0
5
1
0
1
0
5
1
0
2.66
0
5
1
0
27.16
4
5
1
1
1
0
5
1
2
19
4
5
2
0
13
3
4
2
0
3
0
5
2
0
1
0
Page A25
1
2
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
698
156
11
40.6
15
17
1
699
160
11
27.1
20
10
0
700
161
11
51.5
26
16
0
701
164
11
32.7
21
14
1
702
165
11
48.2
23
12
1
703
172
11
48.1
32
14
1
704
174
11
34.7
27
13
0
705
175
11
23.6
5
13
0
706
186
11
55.7
15
16
1
707
190
11
49.0
27
16
1
708
196
11
69.3
30
16
1
709
201
11
43.7
24
14
0
710
202
11
36.9
11
16
1
711
204
11
27.3
16
14
0
712
205
11
48.3
24
12
1
713
208
11
44.4
13
14
1
714
214
11
33.1
12
16
1
715
226
11
33.4
11
14
0
716
230
11
36.0
8
16
1
717
231
11
45.2
42
11
1
718
235
11
28.7
20
9
0
719
239
11
46.6
25
17
1
720
245
11
25.3
13
14
0
721
246
11
35.0
16
17
0
722
248
11
42.6
14
14
1
723
261
11
37.5
17
12
1
724
277
11
68.0
48
12
1
725
284
11
30.8
9
14
1
726
288
11
35.8
19
12
0
727
290
11
61.6
12
16
1
728
293
11
34.0
16
14
0
729
311
11
41.2
20
15
1
730
319
11
41.3
9
16
0
731
325
11
27.6
10
12
0
732
328
11
39.4
23
12
0
733
338
11
46.9
23
12
1
734
339
11
27.4
34
12
0
735
346
11
27.8
17
16
1
736
347
11
48.4
24
12
0
737
349
11
26.5
15
10
1
738
358
11
58.4
18
16
1
739
365
11
31.9
32
17
1
740
368
11
26.4
16
12
0
741
370
11
40.2
46
10
1
742
393
11
32.5
24
13
1
743
394
11
38.9
10
14
0
744
124
12
51.5
26
16
0
745
405
12
30.2
3
14
1
746
406
12
45.7
40
14
1
747
413
12
43.3
12
12
0
748
417
12
42.0
20
12
0
749
423
12
43.8
14
16
1
750
424
12
45.7
20
13
0
751
432
12
40.3
15
12
0
752
435
12
30.4
11
17
0
753
439
12
28.4
23
15
1
754
445
12
21.8
18
9
0
755
457
12
50.2
14
16
0
756
468
12
32.0
8
16
1
757
488
12
88.0
23
14
1
758
495
12
23.7
15
12
0
759
496
12
50.8
35
12
1
760
506
12
33.0
15
16
1
761
511
12
20.3
6
16
1
762
531
12
32.7
15
14
0
763
535
12
91.7
36
16
1
764
536
12
65.3
20
16
1
765
545
12
26.0
19
18
0
766
546
12
43.1
19
16
1
767
549
12
35.1
30
10
0
7
AGE
36
40
48
38
40
50
44
30
32
44
47
43
37
31
44
30
41
31
25
62
50
42
30
33
30
34
64
26
38
36
34
37
33
42
54
40
57
38
41
32
39
49
35
63
44
29
48
23
60
34
61
30
37
34
27
41
34
39
25
40
48
52
32
23
33
52
38
36
37
61
8
Work
HRS
40
40
45
38
40
40
50
40
40
40
50
40
40
40
89
40
38
40
60
45
40
47
43
45
40
45
48
40
32
60
40
40
40
40
40
60
42
60
40
80
35
50
40
42
50
37
45
40
40
40
40
55
64
50
40
89
38
40
40
40
30
40
40
60
40
70
60
42
40
40
9
No
EARN
1
2
1
3
2
2
4
2
1
2
4
2
1
2
2
2
1
2
1
2
2
1
2
1
2
3
2
1
2
1
1
1
1
2
2
1
1
2
2
2
2
1
2
1
3
2
1
1
1
2
1
1
1
4
2
1
3
1
3
2
2
2
1
3
2
1
2
2
4
1
10
Fam
Inc
30.6
15.0
42.1
49.5
66.2
50.5
56.6
21.9
45.7
69.6
89.2
21.3
26.9
27.6
46.1
38.3
26.9
45.6
39.9
34.2
24.8
39.2
28.9
26.3
32.4
45.2
98.6
20.8
59.4
51.6
19.5
31.2
31.3
22.7
21.3
37.5
18.7
50.6
76.4
36.3
61.8
21.9
46.8
29.0
26.1
72.6
42.1
20.2
35.7
55.2
34.6
33.8
35.7
34.2
36.2
19.2
43.7
45.2
52.3
92.9
36.1
96.2
23.5
38.4
83.3
81.7
59.0
71.2
51.2
25.5
11
Job
Sat
1
1
1
2
1
3
1
4
2
1
1
1
1
1
1
2
2
1
2
2
2
1
1
2
2
1
1
1
1
1
1
1
1
1
1
1
2
1
4
1
1
2
2
2
1
1
1
1
1
2
1
1
1
2
2
3
2
2
1
1
1
3
2
2
2
1
1
4
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
5
1
0
7
3
1
1
0
17
0
4
2
0
4
0
2
1
0
2.66
2
2
1
0
3
1
5
2
0
22.5
2
1
1
0
10
0
5
2
0
2
0
5
1
0
7
1
4
1
0
22
4
5
1
0
23.58
3
1
2
0
22.25
1
5
1
0
5
2
1
1
0
10
2
4
1
0
0.66
0
1
1
0
11
3
4
1
0
12
0
5
2
0
5.5
0
4
1
0
3
0
5
1
0
23
0
1
1
0
10
0
2
2
2
5
0
5
3
3
0.25
1
5
1
0
1
0
5
2
0
6
0
4
2
0
2.08
1
5
1
1
29
3
4
2
0
1.5
1
5
1
0
3.5
1
3
2
0
5
0
5
1
2
4
1
5
1
0
5
0
1
2
0
1
0
5
1
2
6
1
5
1
0
23
0
5
1
1
11.25
0
5
1
0
29.25
0
5
1
0
2
0
5
1
4
11
0
2
1
0
1.5
0
5
2
0
9
0
4
1
3
1.5
0
2
2
0
10
0
4
1
0
9.41
7
5
2
0
24
0
5
1
0
2
0
4
2
0
4
0
1
1
0
1.5
0
1
1
0
20
0
1
1
0
6
1
1
1
0
0.75
0
5
1
0
5
1
5
1
1
3
0
3
3
1
8
2
5
1
0
7
0
1
1
0
1
0
1
1
0
1.5
1
5
1
0
2
1
5
1
0
2.5
0
5
1
0
4.33
0
5
1
0
1.66
0
5
1
1
0.08
0
1
1
0
3
3
1
3
0
1
1
3
3
0
3.75
0
5
1
0
1
0
5
1
0
2.66
0
5
1
1
1
0
5
1
2
19
4
5
2
0
13
3
Page A26
1
3
4
5
6
Resp
Years
Count ID_No OCCUP INCOME WORKed EDUCat GENDER
768
552
12
26.1
3
10
1
769
555
12
35.2
9
14
1
770
556
12
40.6
15
17
1
771
572
12
48.1
32
14
1
772
574
12
34.7
27
13
0
773
575
12
23.6
5
13
0
774
586
12
55.7
15
16
1
775
590
12
49.0
27
16
1
776
602
12
36.9
11
16
1
777
604
12
27.3
16
14
0
778
605
12
48.3
24
12
1
779
608
12
44.4
13
14
1
780
614
12
33.1
12
16
1
781
626
12
33.4
11
14
0
782
630
12
36.0
8
16
1
783
639
12
46.6
25
17
1
784
646
12
35.0
16
17
0
785
661
12
37.5
17
12
1
786
677
12
68.0
48
12
1
787
684
12
30.8
9
14
1
788
690
12
61.6
12
16
1
789
711
12
41.2
20
15
1
790
719
12
41.3
9
16
0
791
725
12
27.6
10
12
0
792
738
12
46.9
23
12
1
793
739
12
27.4
34
12
0
794
746
12
27.8
17
16
1
795
747
12
48.4
24
12
0
796
749
12
26.5
15
10
1
797
758
12
58.4
18
16
1
798
765
12
31.9
32
17
1
799
768
12
26.4
16
12
0
800
794
12
38.9
10
14
0
Total
Average
ID_No
2
32004.0
40.005
15974.0
19.968
11116.0
13.895
458.0
INCOME WORKed EDUCat GENDER
7
AGE
20
22
36
50
44
30
32
44
37
31
44
30
41
31
25
42
33
34
64
26
36
37
33
42
40
57
38
41
32
39
49
35
29
8
Work
HRS
54
40
40
40
50
40
40
40
40
40
89
40
38
40
60
47
45
45
48
40
60
40
40
40
60
42
60
40
80
35
50
40
37
9
No
EARN
2
1
1
2
4
2
1
2
1
2
2
2
1
2
1
1
1
3
2
1
1
1
1
2
1
1
2
2
2
2
1
2
2
10
Fam
Inc
22.5
25.2
30.6
50.5
56.6
21.9
45.7
69.6
26.9
27.6
46.1
38.3
26.9
45.6
39.9
39.2
26.3
45.2
98.6
20.8
51.6
31.2
31.3
22.7
37.5
18.7
50.6
76.4
36.3
61.8
21.9
46.8
72.6
11
Job
Sat
2
2
1
3
1
4
2
1
1
1
1
2
2
1
2
1
2
1
1
1
1
1
1
1
1
2
1
4
1
1
2
2
1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
4
2
0
3
0
5
2
0
1
0
5
1
0
7
3
5
2
0
22.5
2
1
1
0
10
0
5
2
0
2
0
5
1
0
7
1
4
1
0
22
4
5
1
0
5
2
1
1
0
10
2
4
1
0
0.66
0
1
1
0
11
3
4
1
0
12
0
5
2
0
5.5
0
4
1
0
3
0
2
2
2
5
0
5
1
0
1
0
4
2
0
2.08
1
5
1
1
29
3
4
2
0
1.5
1
3
2
0
5
0
5
1
0
5
0
1
2
0
1
0
5
1
2
6
1
5
1
1
11.25
0
5
1
0
29.25
0
5
1
0
2
0
5
1
4
11
0
2
1
0
1.5
0
5
2
0
9
0
4
1
3
1.5
0
2
2
0
10
0
5
1
0
2
0
31528.0 36346.0 1448.0 33993.2 1352.0 2854.0 1200.0 180.0 6932.6 760.0
39.410 45.433 1.810 42.492 1.690 3.568 1.500 0.225 8.666 0.950
AGE
HRS
EARN
Inc
Sat
Char Ahead Events Years Prom
Employee Satisfaction Survey
Page A0
Gemini Healthcare (GH) is a not-for-profit, academic health system. GH is affiliated with the Medical School
of the local university. The GH system includes three hospitals—American, Badger, and County Hospital.
American Hospital with 400 beds is the major hospital of Gemini Healthcare. Badger Hospital is a 150-bed
facility. County Hospital with 250 beds has provided high-quality healthcare for more than 30 years.
Gemini Healthcare employs 10,000 people in its facilities. As part of its movement to implement a Total
Quality Management (TQM) philosophy and to improve the productivity, the management of Gemini
Healthcare wants to develop an employee profile that will measure job satisfaction. The company hires
L&B Corporation, a management consulting firm, to survey Gemini employees. After careful consideration,
the Human Resources department and a statistician from the L&B Corporation determine that a survey will
be sufficient to obtain the information. Given below is the list of the 16 questions used in the survey. The
Vice-President of the Human Resources and the statistician decided that a sample size of 800 would be
sufficient to obtain a confident result. The responses of the 800 full-time employees who have participated
in the survey are given on Pages A1-A12.
Survey Questions:
1 Identification number
2 What is your occupation?
0. Managerial 1. Professional 2. Production 3. Admin. Support
4. Laborer 5. Finance 6. Corporate 7. Sales
8. Information Systems 9. Technical 10. Service
3
4
5
6
What was your "before tax" income last year?
How many years you have worked full time (since you were 16)?
How many years of school you have completed?
What is your gender?
(0=Female, 1=Male)
7
8
9
10
11
What is your age (as of last birthday)?
How many hours did you work last week?
Among family members, how many were employed last year?
What was your "before tax" total family income last year?
On the whole, how satisfied are you with your job?
(1=Very Satisfied, 2=Moderately Satisfied, 3= A Little Satisfied, 4=Very Dissatisfied)
12 Which one of the following characteristics is most important to you?
(1=High Income, 2=No Danger of Being Fired, 3=Flexible Hours,
4=Opportunities for Advancement, 5= Enjoying the Work)
13 Which one of the following is the way most people get ahead on the job?
(1=Hard Work, 2=Hard Work and Luck, 3=Luck)
14 How many traumatic events did you experienced last year?
15 How many years altogether you have worked for your present employer?
MY OCCUPATION IS #3 ADMI
Page A3
Employee Satisfaction Survey Results (SORTED by OCCUPATION)
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
1
4
35.7
25
14
0
2
3
35.2
15
12
0
3
0
88.3
14
20
1
4
0
50.5
12
15
1
5
11
30.2
3
14
1
6
11
45.7
40
14
1
7
11
30.0
10
14
0
8
2
28.0
10
13
0
9
1
70.8
15
18
1
10
0
48.4
15
16
1
11
1
41.0
13
12
0
12
2
86.6
30
13
1
13
11
43.3
12
12
0
14
3
25.8
20
14
0
15
4
37.5
31
4
1
16
11
64.2
23
16
1
17
11
42.0
20
12
0
18
0
36.6
43
16
1
19
3
43.1
7
16
1
20
4
20.5
3
11
1
21
3
34.3
7
12
0
22
2
43.3
17
10
1
23
11
43.8
14
16
1
24
11
45.7
20
13
0
25
5
54.7
13
16
0
26
1
33.7
25
16
0
27
11
66.4
27
13
1
28
2
52.7
18
15
1
29
3
24.7
15
16
1
30
0
41.3
18
12
0
31
3
34.1
33
14
0
32
11
40.3
15
12
0
33
11
55.2
24
13
1
34
1
27.9
9
16
0
35
11
30.4
11
17
0
36
2
36.3
23
13
1
37
1
31.6
12
16
0
38
0
58.7
19
19
1
39
11
28.4
23
15
1
40
3
25.4
16
12
1
41
0
63.7
42
14
1
42
1
27.0
7
16
0
43
4
21.5
1
12
1
44
1
27.7
14
16
0
45
11
21.8
18
9
0
46
0
85.6
23
18
1
47
1
37.6
9
18
1
48
0
42.8
22
17
0
49
11
26.6
3
14
0
50
3
29.3
10
13
0
51
0
60.1
20
17
0
52
1
46.3
7
19
1
53
0
40.3
16
18
1
54
11
51.5
12
12
1
55
1
39.8
23
17
0
56
0
42.2
2
16
1
57
11
50.2
14
16
0
58
3
32.5
10
12
1
59
0
30.1
18
17
1
60
11
31.6
4
9
0
61
0
60.6
36
16
1
62
0
32.5
23
13
0
63
2
66.7
27
14
1
64
0
25.5
5
11
0
65
2
27.0
13
10
0
66
4
26.5
27
12
1
67
0
53.3
18
15
1
7
AGE
64
33
35
33
23
60
37
25
39
35
35
49
34
50
49
39
61
59
25
20
24
33
30
37
26
42
43
35
35
34
50
34
41
44
27
40
33
38
41
32
58
28
18
33
34
39
31
48
21
26
29
33
36
28
40
25
39
27
40
27
53
39
47
27
40
27
35
8
Work
HRS
30
50
50
40
40
40
40
40
50
30
32
55
40
40
40
40
40
40
40
50
49
30
55
64
40
40
50
40
40
48
42
50
45
40
40
40
32
50
89
40
48
40
45
40
38
40
40
40
40
40
40
45
32
62
40
40
40
40
40
40
50
46
72
40
40
30
50
9
No
EARN
2
1
2
2
1
1
1
3
1
1
1
2
2
1
1
2
1
1
1
2
2
2
1
1
2
3
4
2
2
2
3
4
2
3
2
3
2
2
1
1
2
1
5
1
3
1
1
1
2
1
1
1
2
2
1
2
1
3
2
3
3
2
1
2
2
1
1
10
Fam
Inc
81.9
25.2
85.3
85.6
20.2
35.7
15.0
49.5
60.8
38.4
33.5
93.5
55.2
17.4
27.6
67.2
34.6
35.4
33.1
14.3
27.4
42.8
33.8
35.7
65.3
51.2
91.8
51.8
46.9
67.7
69.6
34.2
18.5
34.2
36.2
29.9
46.6
68.0
19.2
15.4
56.5
20.0
55.5
19.3
43.7
91.8
29.4
33.5
60.7
19.6
50.1
37.4
71.3
47.1
44.1
43.2
45.2
32.5
35.1
48.9
75.1
50.3
59.5
30.4
19.3
17.0
43.3
11
Job
Sat
1
1
2
2
1
1
2
2
2
2
1
3
2
3
2
1
1
2
4
1
3
3
1
1
1
1
1
1
2
1
2
2
2
1
2
1
1
1
3
1
2
1
3
1
2
1
2
2
2
2
1
2
4
1
4
1
2
1
2
2
2
1
1
4
2
2
1
Page A1
12
13
14
15
16
Job
Get TraumatEmploy Num
Char Ahead Events Years Prom
3
2
0
11
0
1
2
0
4
3
4
1
0
3
0
3
1
0
9
2
1
1
0
1.5
0
1
1
0
20
0
1
2
0
1.5
0
5
3
1
1.5
0
5
1
0
5
0
1
2
0
3
2
1
1
0
1.5
0
1
1
0
5
0
1
1
0
6
1
1
1
0
10
0
3
2
1
22.08
0
5
1
0
0.5
0
1
1
0
0.75
0
5
1
1
1.5
1
5
3
0
1
1
1
1
0
1
3
4
2
0
5
1
5
1
0
5
0
5
1
0
5
1
5
1
1
3
0
4
1
0
3.5
1
1
1
1
5.5
0
4
1
0
12
2
5
1
0
0.5
0
5
2
3
0.75
2
3
1
0
3
0
5
1
0
3.5
1
3
3
1
8
2
1
1
0
2
0
1
3
0
5.5
0
5
1
0
7
0
1
1
0
10
1
5
3
0
2.58
0
4
1
0
15
4
1
1
0
1
0
1
2
0
0.16
0
4
3
0
36
4
5
1
0
12.33
1
1
1
0
1
0
5
2
0
3
0
1
1
0
1.5
1
5
2
1
3
0
5
1
0
4
0
5
1
0
6
2
5
1
0
0.66
0
3
1
0
4
5
5
1
0
16
0
5
1
0
4
1
5
2
0
4.08
1
4
2
0
5
3
5
3
0
4.5
0
4
1
0
2
0
5
1
0
2
1
5
1
0
5
0
1
1
0
11.83
4
5
1
0
4
0
1
3
0
10
0
5
1
0
1
0
1
1
0
5
0
2
2
1
2
2
5
3
0
4
0
5
1
2
0.5
0
1
1
1
10
0
Page A4
1
2
3
4
5
6
Resp
Years
ID_No OCCUP INCOME WORKed EDUCat GENDER
68
11
32.0
8
16
1
69
4
20.2
34
9
1
70
1
51.3
13
16
1
71
4
64.2
26
12
1
72
1
29.8
12
14
0
73
2
60.0
32
12
1
74
0
54.7
13
16
0
75
0
26.0
6
16
0
76
9
24.6
20
12
0
77
3
31.7
15
12
0
78
0
33.6
11
16
1
79
2
49.0
30
12
1
80
4
40.9
37
14
1
81
2
42.3
11
13
1
82
3
27.9
17
14
1
83
1
49.8
42
15
1
84
1
47.2
19
16
0
85
1
64.6
30
16
1
86
2
28.8
24
14
0
87
4
49.6
8
17
1
88
11
88.0
23
14
1
89
0
35.2
20
12
0
90
1
74.5
21
20
1
91
0
38.6
21
13
0
92
0
71.7
25
16
0
93
0
45.1
12
16
0
94
3
30.6
20
14
0
95
11
23.7
15
12
0
96
11
50.8
35
12
1
97
2
49.2
8
15
1
98
3
29.7
27
12
0
99
3
37.1
21
13
0
100
3
27.8
20
12
0
101
4
24.6
20
12
0
102
11
38.4
17
14
1
103
11
31.1
8
14
1
104
2
25.0
14
12
1
105
1
39.2
18
18
1
106
11
33.0
15
16
1
107
2
30.0
8
10
1
108
3
33.1
25
16
0
109
3
36.8
18
13
1
110
3
29.3
8
12
0
111
11
20.3
6
16
1
112
3
26.7
20
12
0
113
3
25.9
9
12
0
114
3
35.8
45
12
0
115
3
33.9
10
13
1
116
4
28.9
16
14
1
117
2
46.3
10
12
1
118
1
68.0
34
20
0
119
11
40.7
25
15
0
120
1
61.8
27
17
1
121
11
32.1
7
15
1
122
11...
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