data/credit_applications.csv

annual_income_k,debt_to_income_pct,credit_history_years,num_late_payments_2y,employment_years,loan_amount_k,num_open_accounts,approved
57.8,34.1,7.6,0,1.3,15.4,7,1
55.3,29.8,14.3,1,7.2,12.5,5,0
40.1,22.4,10.8,1,8.6,10.3,5,1
72.1,21.1,1.5,0,1.6,28.9,5,1
52.5,16.5,5.9,2,2.0,20.9,6,0
34.5,21.4,15.9,0,2.7,50.7,6,0
83.7,39.4,17.6,1,6.6,3,6,0
34.4,19.2,0,1,11.3,13.4,4,0
18,2,11.1,0,0.4,29.7,7,1
72.2,30.8,9.4,0,6.1,29.9,5,1
18,20.4,14.1,0,5.1,30.2,1,0
75.2,34.1,9.5,2,0,19.5,4,0
40.3,39.4,17.8,0,0,16.4,4,0
75.7,4.0,10.8,0,4.1,21.3,4,1
69.3,34.9,7.9,1,8.9,18.0,6,1
92.2,16.2,11.7,1,3.3,27.3,8,0
33.5,30.9,11.4,1,3.8,25.9,5,1
97.7,23.5,13.5,2,12.0,20.5,9,0
63.1,39.4,14.1,3,0,13.8,4,0
119.5,25.8,12.8,0,5.8,9.4,2,1
87.3,29.7,8.5,3,11.2,14.5,11,0
52.0,34.4,9.6,2,8.0,34.1,8,0
36.3,10.4,16.6,2,13.4,6.7,5,1
71.1,17.5,14.0,0,2.0,25.4,8,1
76.2,32.9,18.0,0,11.7,35.8,8,1
50.9,26.1,24.9,1,2.4,6.1,7,0
73.9,20.7,8.9,2,6.4,33.9,4,1
87.1,22.0,1.3,1,10.3,10.9,7,0
59.6,27.7,5.5,1,15.0,18.5,6,0
41.7,24.3,1.4,0,6.5,12.4,3,0
69.6,13.9,0,0,10.6,11.2,2,1
54.2,15.7,2.3,0,13.2,11.3,9,1
18,17.5,10.7,0,9.9,27.0,6,1
41.2,9.6,11.8,0,4.4,3,8,0
78.1,57.1,3.4,2,15.4,16.6,6,0
55.2,34.7,5.0,3,12.3,19.9,4,0
41.1,17.9,25.0,2,9.2,3,6,1
69.0,18.6,13.3,2,13.8,6.3,4,0
25.7,20.0,10.7,1,4.0,6.3,10,0
68.7,23.2,10.4,0,9.6,8.0,3,0
63.4,34.3,4.6,0,8.3,22.5,6,1
49.0,47.1,7.2,2,8.0,28.0,6,1
61.2,12.9,11.5,2,8.2,15.7,6,0
79.2,17.7,0,1,10.6,16.8,6,0
43.6,34.3,12.0,1,13.4,26.5,4,1
95.7,7.6,6.7,0,6.2,28.0,3,1
59.1,58.6,16.4,0,6.5,49.1,4,1
41.6,37.2,5.0,1,5.5,18.0,4,0
70.8,28.7,7.5,2,0.7,10.5,5,0
85.2,19.8,1.0,4,10.7,33.5,4,0
95.6,17.4,7.9,0,9.9,29.2,0,1
82.1,13.9,16.1,0,4.7,9.9,6,1
107.1,42.0,1.1,0,0.7,5.1,4,0
64.6,13.8,0.4,0,13.5,25.9,4,1
62.5,19.9,8.0,0,1.1,18.4,1,0
35.2,16.5,12.0,1,5.8,37.8,3,1
85.6,31.5,4.7,0,4.1,9.1,2,1
108.6,45.2,14.2,4,6.9,17.1,0,0
44.0,31.0,12.6,4,7.6,33.4,6,0
99.9,44.5,0,0,5.0,9.7,7,1
97.6,28.3,4.2,1,8.9,26.5,3,1
65.2,5.1,19.0,3,3.5,3,4,1
102.3,27.9,4.9,2,5.8,21.7,8,1
84.5,24.4,8.3,2,7.8,28.8,9,0
22.9,8.5,16.1,0,5.7,14.2,4,0
50.8,20.2,22.1,2,9.9,27.7,3,0
86.5,26.6,6.2,0,1.3,13.8,5,1
92.3,20.2,11.4,4,11.5,17.7,6,1
58.3,32.4,9.3,2,0,7.4,4,0
38.1,26.2,7.9,1,3.7,49.0,7,0
77.7,21.6,8.4,2,1.6,25.7,9,0
72.1,28.4,5.8,0,0,20.7,7,0
90.2,7.0,13.5,0,8.2,22.4,1,0
57.9,10.9,9.6,0,4.7,16.9,5,0
50.5,19.9,12.2,1,0.9,4.0,5,0
40.9,22.1,10.3,2,10.2,18.7,0,0
88.7,18.9,9.4,2,13.6,13.4,4,1
51.6,16.9,8.6,3,9.2,14.1,7,0
57.4,20.7,11.9,0,2.6,17.8,7,0
67.4,36.4,9.3,0,11.6,13.8,5,1
30.4,2.8,12.6,2,9.1,49.6,5,1
18.1,43.9,16.3,0,17.6,17.6,4,0
64.8,24.9,6.0,0,2.8,25.7,5,1
23.4,52.1,20.0,3,7.2,28.9,7,0
95.2,32.1,0,3,7.7,28.7,5,0
83.1,9.1,10.5,1,16.4,28.3,4,0
53.1,36.1,17.0,0,5.4,37.0,4,1
67.2,2,0,0,9.6,19.3,0,0
48.9,34.0,2.7,1,8.9,14.7,6,0
70.5,11.8,6.5,2,0.4,34.0,6,0
65.2,32.4,16.4,1,0,47.9,10,0
75.9,30.7,0,1,2.5,20.9,1,0
64.3,4.8,7.4,0,8.3,9.6,2,1
71.6,36.6,9.1,1,10.9,7.5,3,0
44.7,27.6,12.1,0,8.3,17.7,0,0
71.9,26.2,8.2,1,11.0,48.0,0,0
85.4,18.2,8.3,3,8.2,16.1,2,1
54.5,32.9,10.3,2,0.1,7.8,5,0
57.2,21.1,7.5,1,7.8,3.5,6,1
27.0,22.7,12.0,1,4.3,6.4,4,0
51.2,42.3,5.1,2,17.1,3,3,0
65.9,29.2,14.1,0,8.2,6.9,7,1
100.3,29.4,0.7,0,11.9,26.9,2,1
57.9,42.2,11.6,0,0,19.3,6,1
136.5,16.6,7.0,1,10.4,12.7,7,1
91.3,45.8,10.1,2,11.3,3,5,0
37.6,26.7,12.2,1,4.3,3,8,0
116.9,33.4,15.0,2,0,12.8,4,1
28.3,35.9,2.9,1,12.9,20.4,3,0
70.8,14.9,11.9,2,8.1,21.9,4,1
56.9,27.8,7.4,0,5.1,3,4,0
18,48.5,16.8,3,14.1,17.5,5,0
18,29.5,12.1,0,8.8,3,7,0
97.3,49.5,7.3,3,9.7,29.1,6,0
40.5,27.6,12.7,1,12.2,41.9,2,0
68.0,22.2,0.6,0,0,36.8,1,0
134.8,51.1,4.9,0,7.2,9.0,8,1
67.8,15.1,13.4,3,14.8,24.6,4,0
29.5,18.9,8.9,1,8.8,19.4,3,0
76.8,24.1,10.2,3,6.4,18.1,4,0
71.0,43.7,5.6,0,2.0,8.4,8,1
72.4,32.3,1.2,0,7.0,6.1,4,0
41.0,23.7,5.0,0,13.5,10.5,5,1
37.0,25.6,9.2,1,6.1,16.1,0,1
77.0,43.6,0.4,1,7.2,11.1,4,1
102.6,14.6,8.9,0,10.6,3,0,1
67.0,33.6,9.2,1,1.7,35.2,3,0
61.4,43.2,0,2,2.1,16.6,0,0
68.6,26.6,8.7,2,5.5,3,4,0
55.2,35.8,16.1,0,3.4,3,7,0
47.1,5.6,0.1,1,2.1,13.6,5,1
78.3,24.4,11.8,1,10.1,13.2,5,1
51.0,12.1,5.8,0,12.1,24.4,1,0
73.0,25.2,18.0,0,8.2,16.0,5,1
94.5,10.1,1.5,0,3.2,10.7,5,1
71.9,38.1,7.9,1,5.8,27.8,4,0
97.3,24.8,14.0,0,11.1,20.4,1,1
55.2,13.7,11.5,3,13.8,30.0,5,1
70.9,2,16.0,1,0,19.1,6,1
75.7,19.9,13.6,0,7.7,36.2,3,1
108.1,38.3,5.6,0,2.7,9.9,2,0
115.3,41.0,13.0,1,5.1,43.7,2,0
68.2,41.3,0,0,6.1,3,3,1
87.8,13.3,8.8,0,0,25.8,3,1
80.5,22.2,10.8,2,3.2,3,5,1
49.3,40.9,11.8,2,11.1,48.3,4,0
87.1,35.0,19.6,0,5.4,5.2,6,1
72.5,39.5,14.9,1,8.0,3,1,1
88.9,40.7,0.9,2,10.4,11.0,1,0
71.0,47.0,16.5,0,3.0,3,3,0
49.8,43.6,14.1,1,7.6,3,3,0
27.5,32.6,1.4,2,8.9,14.8,2,0
18,30.1,16.3,1,10.6,35.7,7,1
33.8,21.2,7.5,0,0,3,2,0
75.6,45.7,1.1,2,16.4,42.1,4,0
61.3,29.2,3.5,1,4.5,7.4,4,0
96.9,22.6,11.1,3,3.3,23.2,7,0
44.1,17.9,5.0,0,10.5,15.5,2,0
42.1,30.0,6.0,0,8.4,8.3,6,0
64.3,40.6,9.2,1,5.3,8.4,5,0
29.1,35.4,5.9,0,14.8,7.8,9,0
68.3,21.5,13.2,0,6.8,18.2,8,1
77.5,32.0,10.1,3,4.4,23.7,8,0
94.7,17.6,10.7,0,12.9,4.9,5,1
19.8,24.2,0,2,2.3,14.8,5,0
94.3,32.8,13.3,2,0,18.2,5,0
29.7,31.1,3.2,0,2.3,26.8,5,0
60.6,25.8,2.0,0,10.1,13.5,7,0
70.9,26.1,7.3,0,0.7,38.3,3,0
67.5,19.8,3.2,1,0,10.5,3,1
42.7,27.8,0,0,1.0,3,3,0
31.0,19.2,9.4,0,4.2,3,4,1
83.2,28.3,16.2,0,1.2,3,7,1
34.8,14.7,1.5,0,7.7,35.3,0,1
68.2,31.0,11.0,0,3.3,8.4,6,0
63.8,38.2,4.4,1,0,25.3,5,0
78.7,29.5,11.9,0,10.7,11.6,7,1
137.8,15.1,2.9,1,11.8,28.3,5,1
107.5,28.5,20.3,3,14.6,30.7,5,0
67.2,47.5,9.7,1,7.2,3,7,1
34.6,14.4,0,1,5.7,49.0,4,1
34.8,10.0,13.5,1,5.6,10.8,6,1
40.3,39.6,0.6,1,11.5,34.9,2,0
40.9,33.8,12.3,0,7.4,3,4,0
49.8,6.5,5.0,2,15.3,14.8,3,0
85.8,20.5,5.8,0,13.2,4.8,4,1
32.1,35.5,14.1,0,15.1,24.0,6,0
56.8,51.2,12.2,0,10.0,12.3,7,0
79.3,47.0,13.0,0,0.1,6.8,3,1
65.4,6.7,6.5,1,9.0,3,5,0
90.5,18.4,1.1,1,7.2,25.3,6,1
38.9,23.2,5.6,1,22.4,29.4,4,0
68.8,21.2,4.5,0,5.0,17.7,12,0
28.9,29.3,8.2,3,0,31.0,5,0
64.8,31.3,10.1,1,7.4,19.9,0,0
123.1,19.4,16.5,1,4.0,21.6,6,1
20.5,4.8,6.1,0,3.2,20.3,12,1
85.9,30.2,1.3,3,13.9,5.1,9,0
18,2,12.2,1,6.4,3,4,0
65.7,22.3,6.9,2,10.1,27.7,5,1
63.0,26.3,8.2,0,17.2,24.2,6,0
76.8,23.8,6.4,1,14.7,8.0,3,1
79.1,15.7,6.7,0,6.3,22.0,4,1
80.2,21.1,6.0,1,4.7,40.8,4,0
39.9,51.6,21.5,3,15.9,26.9,4,0
60.1,37.0,10.7,2,23.7,15.6,6,0
72.7,25.5,8.3,0,6.9,17.7,5,1
117.9,28.3,5.2,0,0,28.5,5,1
85.4,46.6,8.1,0,7.9,20.5,2,1
75.5,43.9,6.1,0,3.1,14.0,8,0
63.3,24.0,11.0,0,11.5,3,4,0
18,31.6,8.6,1,8.3,8.0,6,0
98.9,28.4,2.2,1,11.7,31.1,7,0
58.4,16.6,9.0,0,14.7,3,2,1
59.4,27.4,13.2,0,7.0,23.1,4,1
100.7,38.6,9.4,1,0.7,8.8,1,1
95.4,14.1,12.0,1,0.1,18.6,4,1
89.4,40.2,11.2,0,0,9.2,7,0
42.6,36.1,12.9,0,0,35.4,5,0
49.7,39.0,19.8,0,13.8,6.5,5,1
128.1,20.7,9.0,2,2.8,9.5,4,1
59.3,27.9,19.2,3,8.0,3,1,0
70.5,25.9,6.0,0,4.3,9.4,0,0
64.9,42.5,0,2,5.0,28.0,4,0
97.4,24.1,8.2,2,3.2,16.6,5,1
45.8,33.5,9.1,1,0,11.4,2,0
78.3,46.0,1.7,1,1.7,9.2,4,0
37.6,27.1,8.2,0,0.0,37.1,5,0
47.0,62.7,6.1,3,7.0,21.7,6,0
42.0,36.4,8.7,0,8.0,48.0,4,0
39.8,42.4,0.3,0,8.6,4.9,4,0
18,31.3,5.6,0,13.1,35.4,9,0
18,28.4,3.4,0,8.1,3,3,0
21.7,33.0,7.4,2,1.4,14.0,3,0
34.7,28.0,11.1,2,10.0,30.4,4,0
40.9,48.7,17.0,0,7.5,30.1,5,1
34.9,22.4,18.1,0,0,7.7,2,0
44.8,35.2,4.4,0,13.1,12.2,3,0
35.8,37.0,0,0,11.6,14.9,1,0
46.0,40.3,10.5,0,0.3,48.2,6,0
98.8,16.7,16.8,0,10.0,9.9,6,1
46.9,27.8,12.5,2,2.3,11.2,8,1
23.1,39.2,5.8,3,10.3,18.3,6,0
75.8,41.3,4.5,0,2.3,6.2,8,0
76.8,32.8,9.2,0,8.5,22.3,0,0
68.5,24.0,19.3,1,2.5,35.1,4,1
114.1,43.2,4.2,0,1.3,21.7,9,0
94.2,24.8,5.7,0,17.1,25.6,6,0
74.6,18.7,0,0,0,18.8,5,0
69.3,38.2,13.9,0,7.0,9.4,6,1
87.8,26.2,6.3,0,1.2,15.5,4,1
76.9,18.1,9.1,2,5.2,26.6,8,1
89.4,43.6,13.0,1,7.3,12.6,0,0
79.1,37.4,8.0,0,9.3,15.9,7,1
50.8,29.9,7.7,0,11.4,8.6,3,0
78.2,51.7,14.2,2,2.2,15.5,5,0
43.0,23.7,7.0,1,10.3,39.0,3,1
40.5,23.7,4.0,1,10.0,22.2,5,0
59.3,39.9,17.7,0,13.4,3,6,1
47.3,12.0,5.3,2,1.8,3,5,1
52.8,22.5,18.9,3,5.2,3,5,1
72.6,37.7,7.8,1,3.3,33.9,7,0
60.5,19.0,0.6,1,5.9,18.4,7,0
118.0,34.3,7.5,0,6.1,23.8,5,0
65.0,22.9,7.0,0,5.9,3,4,0
18,40.7,5.5,0,9.4,3.2,4,0
34.8,34.3,11.8,0,6.1,14.4,3,0
18,18.9,4.1,0,6.0,22.2,3,1
59.4,34.0,6.6,0,6.3,26.9,2,0
50.9,36.1,11.5,0,1.8,13.8,6,0
85.2,43.5,3.6,0,7.0,3,6,1
67.7,32.1,8.2,2,4.4,5.5,6,0
53.9,33.5,9.8,1,14.3,17.0,8,0
52.6,25.8,2.6,1,8.3,32.0,10,0
19.5,7.8,6.4,0,6.1,24.6,9,0
59.9,35.4,1.5,0,8.7,14.8,6,0
56.7,34.8,11.4,0,1.7,29.2,1,1
100.0,32.0,1.3,0,3.0,3,7,0
78.0,36.5,6.9,0,4.9,11.4,0,1
94.2,31.2,12.5,3,15.6,18.4,7,0
56.4,45.3,2.8,0,3.2,28.9,2,0
77.0,36.6,1.8,1,4.1,24.5,6,0
125.3,23.3,19.8,0,12.8,14.0,5,1
46.8,21.6,0,0,0,20.1,4,0
82.8,29.4,6.2,0,12.3,27.0,2,1
29.5,25.1,6.6,1,10.4,40.8,3,0
64.7,33.4,4.5,0,0,19.0,5,1
27.8,26.7,14.4,1,10.8,23.8,7,0
65.6,22.1,18.6,0,13.5,31.5,3,0
20.4,20.0,15.8,2,9.4,21.1,4,0
70.4,37.9,7.3,0,11.3,7.2,7,0
76.7,22.7,8.8,0,6.6,3,5,1
59.6,2,8.7,0,4.2,14.7,0,1
102.5,19.9,8.9,2,0,25.5,3,1
103.7,41.8,12.0,2,4.1,35.7,3,0
23.4,23.6,14.2,0,10.6,19.0,6,0
67.3,24.9,13.6,3,3.9,7.2,3,0
20.4,43.1,7.2,0,4.3,25.4,7,1
77.8,37.9,1.3,1,2.4,25.3,8,0
95.8,29.7,10.8,1,10.5,32.2,4,1
62.2,43.5,0,0,7.3,17.8,1,0
71.0,11.2,5.2,0,4.2,39.0,9,0
49.2,47.2,8.5,0,2.9,9.6,2,1
52.1,37.1,15.9,0,3.5,24.6,5,1
121.6,29.1,2.8,1,2.1,13.7,5,1
48.8,46.0,0,0,0,40.8,4,0
18,10.8,2.6,2,0,28.5,7,0
61.5,37.1,12.6,1,5.1,36.6,5,1
20.4,13.6,6.6,0,4.7,3,4,0
83.1,20.3,11.5,1,0,12.4,1,1
43.4,45.7,5.4,0,4.0,8.2,7,1
47.3,20.3,0.9,1,5.8,31.4,10,0
74.5,27.7,1.7,0,4.9,22.7,5,0
108.4,39.8,2.4,1,0.6,9.9,3,0
63.8,18.7,6.6,0,6.7,7.8,5,0
59.0,42.4,12.0,0,11.7,18.8,2,0
85.1,27.4,9.1,0,8.6,19.1,7,1
92.6,53.9,6.7,1,9.6,35.6,6,1
68.7,19.2,16.0,0,3.0,9.7,5,1
76.0,24.7,8.8,0,2.9,8.4,5,1
18,42.4,16.9,0,6.6,27.0,4,1
78.7,47.4,5.8,0,9.5,17.7,3,0
80.0,21.1,9.1,0,5.1,28.5,0,1
49.5,13.2,1.4,1,8.5,12.5,6,0
76.6,22.2,21.8,0,5.7,20.6,10,1
78.6,24.4,8.8,0,9.7,33.9,6,0
52.9,3.7,10.5,1,6.9,39.2,4,1
68.4,40.6,10.0,1,10.4,17.4,5,0
84.5,37.6,12.9,3,10.9,33.7,3,0
18,28.6,6.6,1,16.1,13.0,4,0
64.0,32.5,15.9,1,0.7,26.4,4,0
44.9,15.7,0.2,0,16.1,15.3,4,1
18,43.7,4.5,1,3.7,21.6,5,0
84.2,23.9,4.5,0,6.2,26.0,8,0
72.5,25.9,7.2,0,2.2,6.0,2,1
63.7,4.5,1.0,0,9.7,17.7,2,1
58.4,16.3,0.8,0,4.1,8.5,2,1
48.3,21.9,14.7,0,4.9,3.7,3,1
95.8,21.5,1.7,0,7.4,9.8,7,1
31.7,10.6,18.5,0,10.7,21.2,7,1
77.1,35.5,13.5,1,8.0,4.2,3,1
108.1,27.6,2.5,1,8.5,3,7,1
44.5,26.9,5.2,2,5.3,19.5,5,1
84.4,45.2,8.2,2,6.5,40.7,7,0
73.8,40.0,11.2,0,5.0,20.6,2,0
57.0,39.8,2.5,0,3.0,27.5,0,0
108.5,24.6,2.8,2,5.1,22.0,5,0
18,28.6,9.1,0,1.3,10.6,0,0
18,32.2,2.5,1,0,16.3,3,0
105.9,32.6,0,0,6.3,12.0,5,0
74.7,31.1,9.2,0,13.1,24.1,4,1
54.4,16.4,0,0,10.1,3,6,1
148.8,29.4,8.3,2,4.5,26.5,7,1
57.0,29.9,5.0,3,9.2,3,4,1
38.6,25.3,2.2,1,1.9,12.2,5,0
56.5,26.7,6.1,2,0.6,26.4,4,0
53.6,46.3,11.6,0,0,25.9,0,1
28.4,34.9,20.4,1,12.1,25.1,7,0
75.3,14.6,4.9,0,5.0,25.9,5,0
68.5,33.3,17.7,2,10.9,14.2,3,0
58.6,21.6,17.7,1,15.2,23.9,4,1
50.0,42.0,16.5,3,1.7,38.6,7,0
59.4,30.0,2.7,2,7.0,32.9,7,0
26.8,35.7,17.5,2,14.2,36.9,10,0
58.4,38.7,9.0,0,8.0,15.7,0,0
53.3,26.7,12.0,1,13.6,3.6,5,1
18,9.7,0.9,3,5.1,14.8,3,0
64.2,20.5,10.2,0,11.8,24.5,7,0
39.3,20.5,16.0,1,11.9,27.9,7,1
35.8,40.5,10.9,1,10.2,14.1,7,0
72.4,32.3,11.2,0,0,18.4,7,1
32.5,24.8,6.3,1,3.2,22.6,6,0
18,27.7,23.3,1,0,19.5,1,1
65.0,21.1,8.9,1,1.3,27.0,3,1
47.0,23.9,0.3,0,5.6,13.8,5,0
102.6,32.3,5.1,0,1.0,36.3,0,1
91.8,23.5,6.9,1,6.3,37.5,4,1
76.8,34.2,10.0,2,23.0,11.8,5,0
76.2,2.2,9.1,0,8.2,34.0,7,1
59.7,17.1,17.2,4,2.1,3,8,0
103.2,16.8,14.3,0,1.5,11.1,6,0
43.4,57.1,0,0,15.8,39.0,5,0
67.1,35.9,4.7,1,0,19.2,3,0
75.5,7.2,3.1,0,8.3,7.1,8,0
44.9,41.6,14.5,0,11.8,18.4,6,0
31.7,36.0,3.8,1,7.1,28.9,6,0
83.9,33.0,7.0,0,1.2,3,7,1
72.9,21.1,7.0,4,3.7,24.5,7,0
39.0,36.7,15.9,0,9.2,17.4,5,0
82.4,28.0,15.2,0,7.4,9.5,4,1
86.8,17.0,0,3,11.8,7.0,8,0
90.6,25.0,4.5,0,1.7,28.3,2,0
18,52.8,19.7,2,3.4,4.0,1,0
58.8,8.2,14.2,1,14.1,40.5,6,1
57.3,26.3,1.2,2,3.4,10.4,5,0
18,43.9,2.6,0,3.8,7.5,8,0
62.1,35.0,0,0,7.3,7.3,6,0
89.0,44.7,11.5,2,10.0,21.3,0,0
74.3,37.5,12.7,0,3.7,29.6,6,1
18,48.4,8.6,2,10.6,10.9,6,0
58.6,34.3,9.3,0,0,11.5,5,0
94.9,20.7,7.0,3,5.5,38.6,9,0
24.7,50.6,8.6,2,11.7,24.4,5,0
69.8,22.6,6.0,2,12.9,14.5,3,0
107.9,20.8,5.7,2,7.6,7.5,6,1
23.7,25.6,11.6,0,5.0,21.8,2,0
46.8,14.3,2.6,2,4.6,40.9,6,0
42.8,10.3,0,1,12.6,6.3,6,0
94.7,41.8,6.6,0,5.7,22.4,1,1
69.6,36.3,16.5,2,14.9,14.6,2,1
78.1,19.0,17.5,1,8.6,25.4,7,1
67.8,24.8,10.4,0,7.1,34.7,3,1
75.0,48.9,11.9,3,8.2,4.1,9,1
35.6,27.6,16.8,1,4.9,3,2,0
73.4,51.9,19.8,1,10.3,15.4,5,0
85.6,37.8,5.1,0,1.6,21.1,5,1
80.7,46.4,2.6,0,8.5,35.7,5,0
42.3,2,8.8,0,13.0,8.7,4,1
120.7,30.0,7.5,0,5.6,29.2,6,0
62.1,31.4,11.5,2,13.3,5.1,3,1
92.6,45.1,0,1,13.6,6.8,0,1
92.9,37.8,4.9,1,6.0,20.5,8,0
94.8,26.4,8.3,0,9.6,3,5,1
41.5,22.0,20.3,1,7.3,4.9,10,1
87.3,32.6,0.1,0,0,19.7,5,0
55.3,31.8,6.4,0,7.7,30.6,1,0
55.3,29.7,8.7,0,1.0,20.2,3,0
39.6,13.1,5.7,1,11.7,9.2,6,0
68.7,39.9,11.6,0,0.5,3.3,6,0
67.5,24.8,13.2,1,9.2,14.4,2,0
84.1,23.4,9.7,1,6.1,12.4,8,1
70.9,21.3,6.2,1,8.4,3,5,0
18,20.3,0.7,1,0,6.0,5,0
57.8,39.7,18.9,1,15.3,21.4,6,1
53.8,21.4,6.4,1,12.2,15.8,4,0
96.9,9.1,13.6,1,3.2,37.2,7,0
65.4,26.6,11.6,1,3.6,3,2,1
34.0,16.9,17.4,0,9.2,3,7,1
42.0,6.8,0,2,11.1,44.0,1,0
56.9,38.6,7.8,1,0,29.9,1,0
111.7,2,9.1,0,6.0,30.4,6,1
87.0,22.9,10.3,0,12.8,4.4,3,0
49.7,43.5,4.0,2,8.9,16.5,1,0
91.5,23.3,16.9,0,8.1,16.9,5,0
86.7,28.8,5.1,0,8.4,29.5,3,0
65.4,18.9,8.9,1,4.8,10.3,4,1
30.6,18.5,1.4,0,5.4,22.1,5,0
73.6,32.6,0,1,4.5,9.1,5,1
55.6,39.6,6.6,0,5.7,12.7,7,0
116.6,32.3,10.8,3,8.4,3,4,1
78.6,24.0,4.7,0,4.3,11.6,5,0
34.8,39.7,5.1,0,6.8,18.8,5,0
35.6,42.5,15.8,2,6.0,29.5,3,0
71.5,18.6,1.5,2,6.5,25.8,5,0
45.1,17.5,10.3,0,1.1,3,5,1
88.2,36.9,8.4,0,10.2,27.2,5,1
72.7,31.0,4.7,2,11.9,12.1,6,0
18,18.7,20.5,0,15.2,36.4,3,1
77.8,21.8,13.1,1,10.9,11.9,4,1
57.2,35.4,6.0,0,16.5,41.6,3,1
45.7,16.2,15.7,1,5.6,3.1,5,1
55.9,22.5,13.8,0,5.4,3,1,1
70.5,44.0,11.0,0,6.3,21.2,3,1
64.8,12.1,14.6,0,5.7,16.3,6,1
18,25.9,0,1,3.5,12.2,5,0
45.7,30.3,14.1,0,2.2,24.1,4,0
92.6,47.2,17.2,1,5.7,31.2,1,1
65.9,34.1,12.3,0,10.0,29.1,0,1
66.7,35.2,3.3,0,0,31.6,2,0
57.1,56.4,7.4,1,8.0,15.1,7,0
120.4,23.0,2.5,1,11.3,3,3,1
66.6,45.6,0,0,16.3,3,5,0
49.0,24.8,7.4,0,6.4,29.4,1,1
62.9,11.2,0.2,1,6.2,16.4,1,0
54.4,21.9,19.2,0,6.6,30.7,6,1
123.4,21.8,10.1,3,1.3,31.7,5,1
69.8,37.2,12.2,1,1.7,25.0,7,0
41.8,22.8,7.2,0,8.6,30.3,8,1
18,50.5,10.2,0,1.5,4.7,3,0
67.4,17.9,8.6,3,0,4.1,7,0
99.5,29.4,8.3,0,6.4,18.5,6,1
67.8,37.3,4.7,0,8.4,18.7,11,1
47.6,40.5,6.3,2,2.2,19.2,5,0
97.9,37.1,7.5,0,8.1,3,3,1
97.4,21.4,12.3,1,4.3,6.9,4,0
69.0,22.9,5.6,0,3.6,3,5,1
46.3,14.7,11.5,1,3.9,15.2,3,1
34.4,34.9,8.8,0,5.4,9.6,4,0
19.7,10.9,10.5,2,4.0,10.0,5,0
85.7,11.1,19.3,0,4.4,27.7,4,1
72.5,30.0,5.6,1,15.3,7.8,3,1
31.0,27.4,2.8,2,0,14.2,5,0
43.7,28.9,6.9,0,3.6,30.4,3,0
18,37.0,16.6,0,10.4,26.1,3,1
126.0,24.9,13.6,2,2.9,11.1,8,0
54.1,29.9,6.9,1,7.6,17.1,3,1
73.4,30.9,12.8,2,7.5,11.7,6,1
57.5,33.2,9.7,4,8.9,24.2,4,0
18,33.1,5.1,0,0,22.1,4,0
77.9,26.5,11.1,0,6.1,27.2,0,1
80.0,19.6,13.6,3,4.2,24.5,0,0
61.4,27.2,9.7,0,15.9,3,2,0
62.3,39.4,5.1,2,4.3,22.0,5,0
26.5,9.1,9.2,0,13.9,7.5,9,0
73.3,19.5,5.7,0,7.4,12.6,2,0
34.6,47.1,16.1,0,13.6,39.7,4,0
119.0,35.2,2.7,0,1.3,35.8,6,1
53.6,35.7,13.3,1,14.8,21.5,5,1
64.0,20.0,3.1,1,10.0,3,3,0
18,32.7,8.5,0,10.6,6.9,7,0
33.0,26.4,0,2,4.3,10.9,3,0
60.2,22.2,10.4,0,1.5,11.1,4,1
18,24.7,10.4,0,7.4,37.5,5,0
94.8,27.4,2.1,2,9.0,14.6,4,0
78.6,41.9,0.1,1,13.8,41.6,8,0
90.0,52.1,0,0,9.2,9.6,6,1
18,27.6,21.1,0,0,16.1,3,0
74.7,16.1,5.3,0,5.2,30.4,2,1
90.5,28.4,6.9,0,6.3,27.2,3,1
80.5,23.4,0.8,0,6.0,3,4,0
73.2,26.2,15.1,0,7.6,20.4,6,1
26.3,32.3,14.4,1,6.4,9.0,5,0
47.5,21.1,11.2,1,8.8,22.0,3,1
35.1,29.6,15.8,0,11.3,13.4,6,1
70.3,32.1,4.3,0,2.2,24.4,2,0
52.5,32.3,14.1,0,15.7,18.9,4,0
89.9,22.2,4.4,1,0,12.1,4,1
28.6,45.5,11.0,0,4.0,8.2,7,0
70.7,33.4,17.6,0,10.4,19.8,2,1
85.5,21.2,0,0,2.3,7.5,3,1
69.9,18.9,4.9,2,0,38.1,3,0
72.2,21.6,8.5,0,6.6,21.9,5,1
85.5,31.3,8.0,0,16.2,3,0,1
91.6,22.2,12.5,3,9.1,8.8,9,0
18,9.2,11.0,1,6.7,19.8,4,1
74.3,34.5,2.1,0,10.6,15.8,7,0
64.6,36.7,28.2,0,5.2,10.8,5,1
64.2,23.8,0.1,0,11.3,20.7,5,0
92.9,17.0,5.9,2,15.3,9.7,7,1
77.5,38.5,8.8,0,8.8,3,4,0
29.3,37.2,0.2,0,0,34.5,10,0
54.0,38.7,7.5,4,8.3,3,8,0
45.4,46.4,8.4,3,11.4,37.9,2,0
121.0,41.8,9.1,0,6.5,3,7,1
75.9,25.9,9.5,0,5.6,23.8,6,0
63.1,47.4,7.4,0,0,18.7,5,0
21.8,47.6,28.7,0,0.2,24.9,6,0
83.6,18.8,15.5,0,12.1,31.5,7,1
99.8,26.9,8.8,0,2.8,9.2,5,1
53.2,28.7,16.5,0,11.5,20.9,1,0
29.0,51.2,10.3,1,7.0,12.4,6,0
98.3,51.7,0,1,6.0,44.5,5,0
112.3,24.3,4.0,0,9.3,7.7,9,1
45.8,10.0,9.8,2,11.7,3,6,0
38.1,23.9,10.6,1,0.3,20.6,4,0
67.8,12.0,15.6,3,0,40.5,6,0
92.0,25.6,4.0,0,9.3,19.5,6,1
18,16.7,6.8,0,12.7,12.7,0,0
40.6,40.6,4.1,4,6.5,50.2,5,0
74.1,41.7,17.4,2,2.3,3,11,0
64.6,27.3,15.0,1,10.3,16.0,4,1
95.6,18.8,9.4,0,6.9,25.2,5,0
58.7,52.6,3.7,0,11.0,15.4,4,0
78.5,27.3,8.9,0,8.8,27.2,1,0
104.1,27.3,7.0,0,5.1,3,1,1
75.3,33.5,13.7,2,6.9,11.3,1,0
35.1,35.8,11.1,1,2.8,22.1,5,0
65.7,33.3,3.1,1,1.6,35.5,5,0
33.3,32.2,16.2,0,6.8,22.1,6,1
47.5,17.9,6.4,2,9.5,14.5,6,0
102.0,17.9,5.7,1,8.5,19.7,7,1
58.1,25.1,3.6,1,12.6,29.9,4,1
50.6,16.8,7.6,0,6.3,17.4,5,1
101.4,37.6,14.4,1,5.2,35.8,5,0
50.2,30.9,15.8,1,17.2,16.4,7,1
79.4,44.8,0,1,3.0,45.0,6,0
50.5,28.6,5.4,0,0,3,8,0
83.7,34.9,16.5,1,5.2,7.1,4,0
52.0,60.7,8.5,1,12.8,28.5,7,0
95.9,14.3,13.4,2,5.8,17.1,7,0
89.5,27.8,17.9,0,10.4,6.0,8,0
48.0,24.8,2.2,0,3.5,27.9,1,1
59.3,42.0,2.8,1,4.4,11.4,3,0
51.0,8.0,4.5,0,11.3,11.5,3,1
51.7,6.6,0,1,7.3,30.8,3,1
66.3,8.5,10.2,2,7.6,3,3,0
63.6,32.2,8.0,1,11.9,14.5,1,0
68.3,38.8,17.3,2,5.5,4.2,3,0
51.0,3.2,16.0,0,1.1,22.7,2,1
77.4,36.2,19.4,0,1.2,38.4,7,1
68.9,16.5,18.5,3,1.3,22.5,3,1
43.9,35.5,14.8,1,6.3,7.2,3,1
106.6,30.3,5.2,0,9.0,40.5,6,1
43.0,23.2,14.2,1,1.8,5.2,3,1
54.1,39.5,0.6,3,16.9,41.4,5,0
41.7,21.9,19.4,1,7.5,9.2,5,0
90.8,31.9,10.2,3,7.7,3,2,0
82.2,33.7,9.1,0,8.2,17.8,3,1
75.2,30.9,4.7,2,1.9,17.5,4,0
81.3,40.5,3.2,1,8.2,11.7,6,0