1. How much does experience affect the wage rate? The data file cps4_small contains 1000 observations on hourly wage rates, experience, and other variables from the 2008 Cu
ent Population Survey (CPS).
(a) Estimate the linear regression. Please provide the estimated regression model and interpret the coefficient of EXPER.
(b) Test the null hypothesis that there is no relationship between the experience and the wage rate against the alternative that there is a positive relationship using p-value and rejection region respectively. Please provide the conclusion based on the test result. Use the 1% level of significance.
Data
wage educ exper hrswk ma
ied female metro midwest south west black asian
18.7 16 39 37 1 1 1 0 1 0 0 0
11.5 12 16 62 0 0 0 1 0 0 0 0
15.04 16 13 40 1 0 1 0 0 1 1 0
25.95 14 11 40 0 1 1 0 1 0 1 0
24.03 12 51 40 1 0 1 0 0 0 0 0
20 12 30 40 1 0 1 0 0 0 0 0
53.84 16 30 50 1 0 1 0 0 1 0 0
25 12 34 60 1 0 1 1 0 0 0 0
28.85 16 31 45 1 0 1 1 0 0 0 0
16.83 13 31 40 0 1 1 0 0 0 0 0
14.8 12 45 55 1 0 1 1 0 0 0 0
43.25 16 33 40 1 1 0 0 1 0 0 0
19.23 12 33 40 0 0 1 0 1 0 0 0
14 14 15 40 0 1 1 0 1 0 1 0
8 12 23 45 0 1 1 0 0 0 0 0
57.7 21 41 50 1 0 1 1 0 0 0 0
20 12 50 40 0 0 1 0 0 0 0 0
20.83 18 24 24 1 1 0 1 0 0 0 0
22 11 27 40 1 0 1 0 0 1 0 0
68.75 14 41 40 1 0 1 0 0 1 0 0
10.5 12 27 40 1 0 1 0 0 1 0 0
9.88 13 25 40 1 1 0 0 0 0 0 0
10.96 12 22 50 1 0 0 0 0 0 0 0
8.25 13 11 35 0 0 1 0 0 1 0 0
14.86 18 3 37 0 1 1 0 0 0 0 0
8.75 12 45 40 1 1 0 1 0 0 0 0
15.3 12 34 40 1 0 1 0 1 0 0 0
12.7 12 40 40 0 1 0 1 0 0 0 0
10.75 13 6 40 0 1 1 0 0 1 0 0
17.33 12 15 0 1 1 0 0 0 1 0 1
7.5 10 27 40 1 1 1 0 1 0 0 0
18.5 12 19 45 1 0 1 0 0 1 0 0
9 13 30 40 1 1 0 0 1 0 0 0
51.29 21 25 45 0 1 1 0 1 0 0 0
20.53 14 38 40 1 1 0 1 0 0 0 0
12.68 18 42 44 0 0 1 0 1 0 0 0
7.25 12 16 40 0 1 1 0 0 0 1 0
18.28 14 23 40 1 0 1 1 0 0 0 0
21.63 16 7 40 0 1 1 0 0 0 0 0
19.23 14 34 40 1 1 1 0 0 1 0 0
25 12 25 40 1 0 1 0 0 0 0 0
16.83 16 38 40 1 1 1 0 1 0 0 0
10.53 12 15 40 0 0 1 1 0 0 0 0
16.35 13 44 40 0 0 0 1 0 0 0 0
5.2 13 5 40 0 1 1 0 1 0 0 0
50 13 18 40 1 1 0 0 0 0 0 0
10 13 28 40 0 1 1 0 1 0 1 0
9 12 32 0 1 1 1 1 0 0 0 0
13 14 29 30 1 1 1 0 0 0 0 0
18.25 12 13 40 1 0 1 0 0 0 0 0
36.05 16 20 49 1 0 1 0 0 0 0 0
11.3 12 29 50 1 1 0 0 0 0 0 0
11 10 12 40 0 0 1 0 1 0 1 0
7.5 12 29 40 1 1 1 0 1 0 1 0
7.5 16 4 40 1 1 0 0 1 0 0 0
25.63 12 23 60 1 1 1 0 0 1 0 0
25.95 18 26 40 0 1 1 1 0 0 0 0
19.23 16 37 60 1 1 0 1 0 0 0 0
25 13 34 40 1 0 0 1 0 0 0 0
28 14 27 40 1 0 1 0 1 0 0 0
9 3 33 40 1 1 1 0 0 1 0 0
29.75 12 22 40 0 0 1 0 0 1 0 0
8.75 3 19 40 1 0 1 0 0 1 0 0
15.55 12 34 40 1 1 1 0 1 0 0 0
25.63 14 24 60 1 0 0 0 0 0 0 0
17.19 18 47 32 1 0 1 0 1 0 0 1
10.5 12 9 60 0 0 0 0 0 1 0 0
12.7 14 29 40 1 1 1 0 0 1 1 0
9.46 12 35 37 1 1 1 0 1 0 1 0
28.85 18 12 40 1 1 1 0 1 0 0 1
47.13 16 17 40 1 0 1 0 1 0 0 0
9 14 25 30 1 1 1 0 0 0 0 0
72.13 12 27 52 1 1 1 0 0 1 0 0
30.77 21 29 55 1 0 1 1 0 0 0 0
28.84 16 16 50 1 1 1 0 0 0 0 0
26.93 14 32 40 1 0 1 0 0 1 0 0
8 12 7 36 0 0 0 1 0 0 0 0
8 13 7 20 0 0 1 0 0 0 0 0
18.75 13 44 45 0 1 1 0 0 1 0 0
13 13 35 40 0 1 0 1 0 0 0 0
34.62 21 12 45 1 0 1 0 0 0 0 0
39.9 13 32 40 1 1 1 0 0 0 0 0
10.25 16 18 40 0 0 1 1 0 0 0 0
15.37 12 33 27 1 1 1 0 0 1 0 0
19.23 12 29 40 1 0 1 1 0 0 0 0
13.45 12 42 40 1 1 1 1 0 0 0 0
27.5 13 20 40 1 0 0 1 0 0 0 0
10 14 18 40 1 0 1 1 0 0 1 0
13.03 12 31 40 1 1 0 0 0 1 0 0
7.88 12 40 0 1 1 0 1 0 0 0 0
8 6 14 40 1 1 1 0 0 0 0 0
16.83 16 13 40 0 1 1 0 0 1 0 0
13.8 12 36 5 1 1 0 1 0 0 0 0
10.3 13 56 20 1 1 1 0 1 0 0 0
11.5 14 28 40 1 0 0 1 0 0 0 0
12 16 29 25 1 1 1 0 1 0 0 0
35.89 18 21 45 1 1 1 0 1 0 0 1
28.85 16 34 40 1 1 1 0 1 0 0 0
16.95 12 35 40 1 0 1 1 0 0 0 0
17 14 29 40 0 1 1 0 0 1 0 0
8 14 3 15 0 1 0 1 0 0 0 0
40.38 16 17 40 1 0 1 0 0 0 0 0
20 13 26 40 1 1 0 1 0 0 0 0
19.23 13 17 40 1 1 1 0 0 0 0 0
10 16 32 35 1 1 0 1 0 0 0 0
35.71 16 16 40 0 1 1 0 0 0 1 0
39.06 14 18 32 0 1 1 0 1 0 0 0
9 18 43 24 0 1 1 0 1 0 0 0
13.5 12 7 32 0 1 1 1 0 0 0 0
31.25 18 22 50 1 1 0 0 0 0 0 0
19.23 12 21 40 1 0 0 0 1 0 0 0
29.91 16 33 45 0 1 1 0 1 0 0 0
13.5 12 23 40 0 0 1 0 1 0 0 0
15 16 6 55 0 1 1 0 1 0 0 0
32.68 13 24 40 0 0 1 0 1 0 0 0
29.08 16 12 40 0 1 1 0 0 0 0 0
27.83 14 6 40 1 0 0 0 0 1 0 0
14.25 12 46 40 1 0 1 0 1 0 0 0
38.47 16 47 45 1 0 1 0 1 0 0 0
18.28 12 13 40 1 0 1 0 1 0 0 0
20 16 34 20 1 1 1 0 0 1 0 0
9 14 19 15 1 1 1 0 0 0 0 0
12 12 65 40 1 0 1 1 0 0 0 0
12 16 13 40 0 1 1 0 0 0 0 0
25.63 18 21 30 1 1 1 0 1 0 0 0
22.05 13 12 40 0 1 1 0 0 1 0 0
10.5 16 37 38 1 1 1 0 1 0 1 0
6.76 9 20 40 1 0 1 0 1 0 0 0
6.5 10 63 40 0 1 1 0 1 0 1 0
9.32 13 34 40 1 1 0 0 0 1 0 0
10.58 12 46 40 1 1 0 0 0 0 0 0
24.03 16 42 60 0 0 0 0 0 0 0 0
18 12 27 40 1 0 1 0 1 0 0 0
18.03 14 16 32 1 1 1 1 0 0 0 0
39.23 18 43 40 0 1 1 0 0 1 0 0
18.52 12 21 40 0 1 1 1 0 0 0 0
24.05 16 24 45 1 0 1 0 0 0 0 0
28.85 13 27 40 0 0 1 1 0 0 1 0
9.57 10 11 42 0 0 1 0 0 1 0 0
14.95 13 33 44 0 0 0 0 0 1 0 0
15.65 13 39 40 0 0 1 0 0 1 0 0
25 18 20 40 1 1 1 0 1 0 0 0
27.88 21 15 60 1 0 1 0 1 0 0 0
15.4 13 32 40 1 0 1 0 0 1 0 0
19.23 14 4 40 0 0 1 1 0 0 0 0
38 16 33 24 1 1 1 0 0 1 0 0
15.38 12 35 40 1 0 1 0 0 0 0 0
28.85 13 48 1 1 0 1 0 0 1 0 0
15.88 13 17 40 0 1 1 0 1 0 0 0
25 16 9 40 1 1 1 0 1 0 0 0
11.35 14 38 40 0 1 1 1 0 0 0 0
15.38 12 51 40 0 1 1 0 0 0 1 0
30.76 16 19 40 1 1 1 0 0 1 0 1
18.75 12 29 40 1 0 1 0 0 1 0 0
72.13 16 28 40 1 1 1 1 0 0 1 0
13.75 12 32 55 1 0 1 0 1 0 0 0
24.05 13 30 40 1 0 1 0 0 0 0 0
17.5 12 39 40 1 0 1 1 0 0 0 0
43.25 18 8 40 0 1 1 0 1 0 0 0
9.93 12 32 40 1 1 1 0 0 1 0 0
24.63 16 38 65 0 0 1 0 1 0 0 0
36.3 13 44 40 1 1 1 0 0 0 0 0
30.9 16 35 50 1 1 1 0 1 0 0 0
11 14 15 15 1 1 0 0 0 0 0 0
12.5 12 29 40 0 1 1 0 0 0 0 0
28.85 13 39 40 1 0 1 0 0 1 0 0
10 12 9 35 0 0 1 1 0 0 0 0
25.35 16 22 40 1 1 1 0 1 0 1 0
12.31 13 23 60 0 1 1 0 0 1 0 0
21.27 12 38 45 1 1 1 0 1 0 0 0
17.49 12 30 55 1 0 0 0 1 0 0 0
23 13 37 35 0 1 1 0 0 0 0 0
36.05 18 37 40 1 0 1 0 1 0 0 0
9 12 27 40 0 1 0 0 0 0 0 0
27.3 13 31 50 0 1 1 0 0 1 0 0
21.63 16 24 40 0 1 1 0 0 0 0 0
17 13 19 40 1 1 0 0 0 0 0 0
14.29 16 4 40 0 0 1 0 0 1 0 0
35.1 18 35 40 1 0 1 0 0 0 0 0
16 12 24 50 1 0 0 0 1 0 0 0
7 12 14 40 1 1 0 1 0 0 0 0
21.63 12 34 40 1 1 1 0 1 0 1 0
9.25 14 39 40 1 1 1 0 1 0 0 0
15.43 12 18 40 1 1 0 0 0 0 0 0
21.25 16 36 48 1 1 1 0 0 1 0 0
34.63 12 37 50 0 1 0 0 0 0 0 0
10 16 17 3 1 1 1 0 1 0 0 0
15.38 16 38 50 1 1 1 1 0 0 0 0
45.23 14 42 40 0 1 1 0 0 1 0 0
12 16 9 30 0 1 1 0 1 0 1 0
10 12 35 40 1 0 1 0 0 1 0 1
14 13 10 20 0 1 1 0 0 0 1 0
31.25 12 40 40 0 0 1 0 0 1 1 0
50.95 18 22 40 1 0 1 0 0 1 0 0
37.5 21 36 40 1 0 1 0 0 0 0 1
15.88 13 44 37 0 1 1 0 1 0 1 0
23.08 12 27 50 1 0 1 0 0 1 0 0
8.52 0 44 40 0 0 1 0 0 1 0 0
10 14 37 40 1 1 1 1 0 0 0 0
18 14 37 40 0 0 1 0 0 1 0 0
31.73 13 19 40 0 0 1 0 0 1 0 1
20 16 10 42 1 1 1 0 1 0 1 0
28 18 7 70 0 0 1 0 0 1 0 0
7.25 9 16 40 0 1 1 0 1 0 0 0
14.4 16 17 40 0 1 1 0 1 0 1 0
21.63 12 22 40 0 1 1 1 0 0 0 0
24.05 13 29 40 1 1 1 0 0 1 0 0
21 13 9 40 1 0 1 0 0 1 0 0
24.29 16 28 45 0 1 1 0 1 0 1 0
6 14 6 20 0 0 0 0 0 0 0 0
12.5 12 16 40 1 1 1 0 1 0 0 0
19.23 12 15 40 1 0 0 0 0 1 0 0
15.53 12 27 40 1 1 1 0 1 0 0 0
7.25 11 12 20 1 1 0 1 0 0 0 0
35.49 18 9 65 0 0 1 0 0 0 0 0
19.24 18 8 55 0 1 1 1 0 0 0 0
22.7 18 29 62 0 0 1 1 0 0 0 0
30.7 18 25 50 0 1 1 0 0 1 0 0
10 13 13 40 1 1 0 0 0 1 0 0
72.13 16 11 40 1 0 1 0 0 0 0 0
72.13 16 22 40 1 0 1 0 0 1 0 0
19.23 14 44 40 1 1 1 1 0 0 0 0
9.9 13 9 30 1 1 1 0 1 0 1 0
15 8 43 40 1 0 1 0 0 1 0 0
6.5 13 57 32 1 1 1 0 0 1 0 0
28.72 12 14 46 0 0 1 0 1 0 0 0
34.63 18 19 40 1 0 1 0 0 0 0 1
12.03 13 9 40 0 0 1 0 1 0 1 0
9 14 8 40 1 0 0 0 0 1 0 0
30 16 16 40 0 1 1 0 1 0 0 0
3.75 16 31 60 1 0 0 0 0 1 0 0
16.83 14 10 40 0 1 1 0 0 1 0 1
12.08 12 24 40 1 0 1 1 0 0 0 0
43.8 21 33 50 1 0 1 0 0 1 0 0
8.25 13 7 40 1 1 0 0 1 0 0 0
19.55 14 32 40 0 1 0 0 1 0 0 0
21.54 16 19 50 1 0 1 0 0 0 0 0
14.5 12 34 50 0 1 1 0 0 0 0 0
10.5 8 37 40 0 0 1 0 1 0 0 0
11.3 13 21 40 1 1 1 1 0 0 0 1
35 12 51 40 0 0 1 0 0 1 0 0
19.55 14 28 40 1 0 1 0 0 0 0 0
10.94 12 10 32 1 1 1 1 0 0 1 0
13.33 12 50 30 1 0 1 0 0 0 0 0
18 12 21 40 0 0 0 0 1 0 0 0
9.5 12 10 44 0 0 0 1 0 0 0 0
18 12 24 0 0 1 1 0 0 0 0 0
15 18 17 40 1 1 1 0 1 0 0 0
13 12 15 40 0 0 1 0 0 1 0 0
19.2 14 39 30 1 1 0 0 1 0 0 0
11.5 12 21 40 1 0 1 0 0 0 0 0
36.52 16 30 50 0 0 1 0 1 0 0 0
10 12 39 40 0 1 1 1 0 0 0 0
20.04 13 30 63 0 0 1 1 0 0 1 0
24.03 16 4 40 0 0 1 0 0 0 0 0
31.25 14 35 40 0 0 0 1 0 0 0 0
13.04 13 15 40 1 0 1 0 0 0 0 0
16 12 44 40 1 0 1 0 0 0 0 0
31.25 12 44 40 0 0 1 1 0 0 1 0
16.88 16 36 40 0 1 1 0 0 0 1 0
29.8 13 42 40 1 0 1 1 0 0 0 0
7.6 12 47 5 0 1 0 0 0 0 0 0
11 13 35 40 0 1 1 0 0 0 0 0
16.28 16 35 40 0 1 1 1 0 0 0 0
17.57 13 50 38 1 0 0 0 0 0 0 0
24.33 16 18 50 0 1 1 0 0 0 1 0
16.24 16 36 45 1 0 1 0 0 1 0 0
22 16 9 40 0 0 1 0 0 1 0 0
25 12 32 50 1 0 1 0 1 0 0 0
20 13 22 30 1 0 1 1 0 0 0 0
43 12 29 40 0 0 0 1 0 0 0 0
40.38 16 39 24 1 1 1 0 1 0 0 0
11.5 13 17 40 1 0 1 0 0 0 0 0
19.23 13 42 40 0 0 1 1 0 0 0 0
7.5 13 44 48 1 0 1 0 1 0 1 0
19.23 16 19 71 0 1 1 0 0 1 0 0
21.5 12 35 22 1 1 1 0 0 0 0 0
26 14 28 40 1 1 1 0 0 1 0 0
16.08 18 36 40 0 0 0 0 0 1 0 0
14 16 7 20 0 0 1 1 0 0 0 0
23.06 16 33 50 0 1 1 0 0 1 0 0
13.25 12 20 40 0 0 0 0 0 1 0 0
61.11 18 22 45 0 1 1 0 0 0 0 0
11.25 13 10 50 1 1 0 0 0 1 0 0
16.83 16 35 40 0 0 1 0 1 0 1 0
8 13 5 12 0 0 0 1 0 0 0 0
8.63 12 36 40 0 1 1 0 1 0 1 0
18.75 14 14 54 0 1 1 1 0 0 0 0
30.33 18 34 45 1 0 0 1 0 0 0 0
40.46 13 32 48 0 0 1 0 0 1 0 0
27.63 16 42 40 1 1 0 1 0 0 0 0
11 16 3 24 0 1 1 1 0 0 0 0
7.5 13 6 60 0 0 0 1 0 0 0 0
17.88 16 15 40 1 1 0 0 0 1 0 0
8 13 27 40 1 0 0 0 0 0 0 0
18.3 12 33 40 1 0 0 0 1 0 0 0
28.83 13 34 56 0 0 0 0 1 0 0 0
13 12 28 40 0 0 1 1 0 0 0 0
25.32 12 35 40 1 0 0 0 0 1 0 0
18.9 12 38 40 1 0 0 0 0 0 0 0
17.86 12 45 42 0 0 1 0 1 0 0 0
9.26 12 43 35 1 1 1 0 1 0 0 0
18.49 12 39 45 1 0 0 0 0 0 0 0
14.43 12 26 40 0 1 1 0 0 1 0 0
24.05 18 30 40 0 1 1 0 1 0 0 0
6.87 16 9 30 0 1 1 0 0 1 0 0
19.24 18 24 50 0 0 1 0 1 0 0 0
24.05 18 10 40 1 1 1 0 0 0 0 0
20.09 16 9 45 1 0 0 0 0 1 0 0
26 12 53 60 0 0 1 0 0 0 0 0
21.15 16 14 40 0 0 1 0 1 0 0 0
27.4 13 36 52 1 0 1 1 0 0 0 0
38.45 16 33 40 1 1 1 0 1 0 0 0
12.86 12 34 70 1 0 0 1 0 0 0 0
10.3 12 14 40 0 1 1 0 0 0 0 0
11 16 43 40 1 0 0 0 0 0 0 0
15.13 12 32 40 0 0 1 0 0 1 0 0
24.05 14 45 44 1 1 1 0 0 0 0 0
13 12 13 40 0 1 1 0 0 0 0 0
20.2 16 17 40 1 0 1 0 0 0 0 0
7.5 11 9 40 0 0 0 1 0 0 1 0
8 13 5 20 0 0 0 0 1 0 0 0
7.25 8 18 20 0 1 0 0 0 0 0 0
11.5 13 64 40 0 1 1 0 1 0 0 0
24.05 13 35 40 1 0 1 1 0 0 0 0
24.05 12 55 40 1 1 1 0 1 0 1 0
13.73 13 26 40 1 0 1 0 0 0 0 0
7.93 13 27 40 1 1 1 0 1 0 0 0
8.75 16 35 40 0 0 0 0 1 0 1 0
13.2 10 25 40 1 0 1 0 1 0 0 0
15 12 38 40 1 1 0 1 0 0 0 0
15.39 12 41 54 1 0 0 0 1 0 0 0
8 12 19 40 0 0 1 0 0 1 0 0
35.25 16 25 60 1 0 1 0 0 1 0 0
14.68 18 12 40 1 1 1 0 0 1 0 0
12.4 12 37 40 0 1 0 0 0 1 0 0
12.5 13 12 40 1 0 1 0 0 1 0 0
10 12 36 40 1 1 1 0 0 0 0 0
21.67 18 26 52 0 1 1 0 0 1 0 0
20 12 30 30 1 1 1 0 1 0 0 1
13.08 14 16 40 1 1 0 0 1 0 0 0
7 12 36 35 1 1 0 0 1 0 0 0
19.23 16 14 60 0 0 1 0 0 0 0 0
15 14 28 52 1 0 1 0 1 0 0 0
6.5 12 24 30 1 0 0 0 1 0 0 0
8.5 12 14 40 0 0 1 0 0 1 0 0
6.35 12 17 40 1 1 0 0 1 0 0 0
19.24 14 7 50 0 0 1 0 0 1 0 0
20.63 13 34 38 1 1 1 0 0 1 0 0
24.05 3 36 40 1 0 1 0 1 0 0 0
48.55 18 42 40 1 0 1 0 1 0 0 0
13.16 16 4 38 0 1 1 1 0 0 0 0
12.75 12 28 36 1 1 1 1 0 0 0 0
19.57 16 13 28 1 1 0 0 0 0 0 0
8.53 13 5 20 0 0 1 0 1 0 0 0
10 13 6 20 0 1 1 1 0 0 0 0
24.33 12 40 40 1 0 1 1 0 0 0 0
11 14 41 37 0 1 1 0 0 0 0 0
33.65 18 34 40 1 1 1 1 0 0 0 0
14.91 16 38 32 0 1 1 1 0 0 0 0
14.16 12 6 38 0 0 1 0 0 0 0 0
10.78 13 44 45 0 0 1 0 0 1 0 0
21.36 16 33 32 1 1 1 0 0 1 0 0
38.23 12 36 40 1 1 1 0 0 0 0 0
36.71 13 19 55 1 0 1 0 1 0 0 0
6.25 18 15 40 1 1 1 0 0 0 0 1
27.1 16 29 50 0 0 1 0 1 0 0 0
10 12 21 40 0 0 1 1 0 0 1 0
8 16 29 40 0 0 0 0 1 0 1 0
7.5 12 18 40 0 0 1 0 0 0 0 0
10.38 13 6 16 0 1 1 1 0 0 0 0
13.73 16 22 64 0 1 1 0 0 0 0 0
54.05 16 31 40 1 0 1 0 1 0 0 0
17.3 12 42 50 1 1 1 0 0 0 0 0
20.3 14 6 47 0 0 1 1 0 0 0 0
7.14 12 18 40 1 1 1 0 0 0 0 0
25 16 14 50 1 0 1 0 0 0 0 0
31.15 14 28 40 1 0 1 0 0 1 0 0
9.5 12 8 60 0 0 1 0 1 0 0 0
8.1 12 10 40 0 1 1 1 0 0 1 0
8.5 12 9 40 1 1 1 0 0 1 0 0
25.96 14 14 45 1 0 1 0 0 1 0 0
13.75 16 9 40 0 1 1 0 0 0 0 0
12.5 14 30 40 0 1 1 0 0 1 0 0
9 12 20 10 1 1 1 1 0 0 0 0
57.69 16 43 45 1 0 1 0 0 1 0 0
72.13 14 32 40 0 1 1 0 0 1 0 1
36.05 16 6 40 1 0 1 1 0 0 0 0
19.79 12 46 42 0 0 1 0 1 0 0 0
50 18 15 20 1 1 0 1 0 0 0 0
7.49 12 40 35 0 1 1 1 0 0 1 0
16 12 33 40 1 0 1 0 0 1 0 0
40.38 21 31 40 1 1 1 0 0 0 0 0
33.65 16 32 48 1 0 1 0 0 1 0 0
38.45 18 32 40 1 1 1 0 0 1 0 0
52.88 16 43 40 1 1 0 0 1 0 0 0
13 12 50 40 0 1 1 1 0 0 0 0
24.05 12 17 40 0 1 1 0 1 0 0 0
8.75 16 8 40 1 0 1 0 1 0 0 0
40.38 18 8 40 0 1 1 0 1 0 0 0
8.8 12 24 30 0 1 1 1 0 0 0 0
15.56 16 15 45 0 1 1 0 0 1 0 1
10 12 24 28 1 1 1 0 0 1 0 0
9.34 11 20 35 1 1 1 0 0 1 0 0
10.5 12 21 16 1 1 1 1 0 0 0 0
18 12 30 40 1 0 1 0 0 0 1 0
6.93 12 54 40 1 0 0 0 0 1 0 0
17.5 6 33 40 0 0 1 0 0 1 0 0
24.05 16 27 40 1 0 0 0 0 0 0 0
12.31 12 49 45 0 1 1 0 0 1 0 0
32.7 12 25 40 1 0 1 1 0 0 0 0
9.5 12 32 40 0 1 0 1 0 0 0 0
17.5 16 3 16 0 1 1 0 0 0 0 0
25 16 5 40 0 0 1 0 0 0 0 0
14.43 13 41 40 1 1 1 0 0 1 0 0
9.33 13 6 40 0 1 1 1 0 0 0 0
17.48 12 39 44 1 1 0 1 0 0 0 0
12.5 12 7 20 0 1 1 0 1 0 0 0
8 12 33 40 1 1 0 0 1 0 1 0
17.3 12 11 50 1 0 1 0 0 1 0 0
15.38 12 27 56 0 1 1 0 1 0 1 0
6.5 8 44 40 1 0 1 1 0 0 0 0
44.43 16 32 42 0 1 1 0 0 1 0 0
15.85 14 47 40 0 1 1 1 0 0 1 0
14.4 12 9 40 0 0 1 0 0 1 0 0
7.29 14 47 7 0 1 0 1 0 0 0 0
19.7 18 22 40 1 1 1 0 1 0 0 0
21 14 24 40 1 1 0 0 1 0 0 0
11 12 28 34 0 1 0 0 0 1 0 0
16.57 14 29 55 0 1 0 0 1 0 0 0
48.55 16 38 40 0 0 1 0 0 1 0 0
12 12 12 60 0 0 1 0 1 0 0 0
40.15 16 28 40 1 0 1 0 1 0 0 0
22.4 12 28 40 1 0 0 0 0 0 0 0
11.5 13 45 56 0 1 1 0 1 0 1 0
28.85 12 38 40 1 0 1 0 0 1 0 0
24.23 14 6 40 0 1 1 1 0 0 0 0
24.05 16 27 40 1 0 1 1 0 0 0 0
7.5 9 23 60 1 0 1 0 0 0 0 0
11.25 13 7 40 0 1 1 0 1 0 0 0
19.23 16 36 40 0 1 1 0 0 1 0 0
12.98 13 31 40 1 1 1 0 1 0 1 0
16.56 13 26 60 0 0 1 0 0 1 0 1
23 12 24 40 1 1 1 0 0 0 0 0
12 12 39 25 1 1 1 0 1 0 0 0
53.57 18 38 36 0 1 1 0 1 0 1 0
8.85 11 14 20 0 1 1 1 0 0 0 0
47.8 16 36 40 1 1 1 0 0 1 0 0
20 14 7 40 1 1 1 1 0 0 0 0
1.97 18 51 35 1 1 1 0 1 0 0 0
10.51 12 38 48 1 1 1 1 0 0 0 0
9 13 11 35 0 1 1 0 0 1 0 1
9.73 14 13 54 1 1 1 0 1 0 0 0
38.45 16 39 48 1 1 0 0 0 0 0 0
28 16 17 40 0 0 1 0 0 1 0 0
27.23 12 40 40 0 1 1 0 1 0 0 0
13.03 12 27 40 0 1 1 0 1 0 0 0
30 16 26 8 1 1 1 0 0 1 0 0
10.1 14 18 40 1 1 1 0 0 0 0 0
16.25 12 14 40 1 0 1 1 0 0 1 0
15.25 12 43 40 1 1 0 1 0 0 0 0
35 13 10 40 0 0 0 0 0 1 0 0
57.68 21 16 40 1 1 1 0 0 1 0 0
50 16 43 40 1 0 1 0 0 0 0 0
9.63 12 42 40 0 1 1 0 1 0 1 0
10 14 29 40 0 1 1 1 0 0 0 0
15.23 12 44 40 1 0 0 1 0 0 0 0
10.5 12 37 52 0 1 1 1 0 0 1 0
10 16 4 20 0 1 1 0 0 0 0 0
20.1 12 40 40 0 0 1 0 0 0 0 0
8 12 49 24 0 1 1 0 0 1 0 0
17 13 9 40 0 0 0 1 0 0 0 0
35.17 18 26 35 1 1 1 0 0 0 0 0
9 13 54 20 1 1 1 0 1 0 0 0
12.9 16 11 40 0 1 1 0 1 0 0 0
12.75 9 28 40 1 0 1 0 0 0 0 0
24.05 18 25 40 1 1 1 0 0 0 0 0
10.19 12 38 90 0 1 1 0 1 0 0 0
38.45 14 33 40 1 1 1 0 0 1 0 0
14.25 12 35 8 0 0 1 1 0 0 0 0
12.03 6 21 40 0 0 1 0 1 0 0 0
19.23 13 27 40 0 1 1 0 0 0 0 0
8.75 14 33 40 1 1 1 0 1 0 0 0
29.1 13 39 43 1 0 1 0 0 1 0 0
33.65 16 31 40 1 0 1 0 0 0 0 0
16 12 20 40 1 0 1 0 1 0 0 0
13.88 3 64 40 0 0 0 0 1 0 1 0
25 12 42 60 0 0 1 0 1 0 1 0
15 13 8 40 0 0 0 0 1 0 1 0
25.18 13 25 43 0 0 1 0 1 0 0 0
17.5 12 34 40 1 0 1 0 1 0 0 0
36.8 18 10 35 0 1 1 0 1 0 0 0
32.68 18 17 50 1 0 1 0 0 1 0 1
28.83 16 33 37 1 1 1 0 0 0 0 0
25.25 13 34 40 1 0 0 0 0 0 0 0
16 10 11 40 1 0 1 0 0 0 0 0
18 12 18 40 0 0 1 0 0 0 0 0
14.5 12 21 40 1 1 1 0 0 1 0 0
41.35 18 44 40 1 1 1 0 1 0 1 0
16.25 14 29 40 1 1 1 0 1 0 0 0
9 13 8 40 0 0 0 1 0 0 0 0
17.71 13 28 38 1 0 1 0 0 0 0 0
15.45 14 35 40 0 0 1 0 0 1 0 0
23.08 12 34 40 1 0 1 0 1 0 0 0
8 13 6 0 1 1 1 0 1 0 0 0
13.75 12 43 40 0 0 1 0 0 0 0 0
8.76 9 40 45 1 0 1 0 0 1 0 0
8.78 13 16 37 0 0 1 0 0 1 0 0
7.75 6 32 40 0 0 1 0 0 1 0 0
28.85 16 28 40 0 1 1 0 0 0 0 0
20.2 16 35 40 1 1 1 0 0 1 0 0
9.23 12 38 40 0 0 1 0 1 0 0 0
14 16 5 40 0 1 1 0 1 0 0 0
25 12 36 40 1 0 1 0 0 1 0 0
21.48 12 23 50 0 0 1 1 0 0 0 0
12.97 13 6 40 0 0 1 0 1 0 0 0
27 12 23 40 1 0 1 1 0 0 0 0
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