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pclass
int64
age
float64
fare
float64
cabin_category
int64
sex_category
int64
embarked_category
int64
family
int64
passengerid
int64
3
21
12.74
8
0
2
0
121,200
3
28
11.41
8
1
2
1
121,201
3
16
11.36
8
1
2
0
121,202
2
28
24.16
2
1
0
0
121,203
3
14
16.63
8
1
2
0
121,204
3
30
71.33
8
1
1
0
121,205
3
31
11.97
8
1
0
0
121,206
1
26
83.8
1
0
2
1
121,207
1
32
64.68
5
1
2
2
121,208
1
25
67.1
3
1
2
2
121,209
3
31
133.86
0
1
2
0
121,210
3
6
7.76
8
1
2
2
121,211
3
38
10.5
8
1
2
0
121,212
3
33
13.97
8
1
2
0
121,213
3
24
8.08
8
1
2
0
121,214
3
20
13.86
8
1
2
0
121,215
3
20
25.38
8
0
1
1
121,216
1
37
111.75
0
0
2
0
121,217
3
19
28.39
8
1
0
0
121,218
3
21
7.76
8
0
0
0
121,219
3
21
77.01
8
1
2
3
121,220
3
22
12.09
8
1
2
0
121,221
2
20
8.51
8
1
2
0
121,222
3
25
7.07
8
0
2
0
121,223
3
31
10.78
8
1
2
0
121,224
1
32
181.97
2
1
0
3
121,225
3
26
36.66
8
1
2
0
121,226
1
60
30.13
2
0
1
0
121,227
3
67
7.35
8
1
2
0
121,228
1
48
174.95
8
1
2
5
121,229
3
28
8.62
8
0
1
0
121,230
3
46
177.76
5
0
2
0
121,231
1
23
68.25
8
1
2
3
121,232
3
20
11.04
8
0
2
0
121,233
3
61
10.17
8
1
2
1
121,234
3
33
12.37
8
1
2
0
121,235
1
26
199.55
1
1
0
0
121,236
3
18
11.4
8
0
2
0
121,237
1
26
33.21
1
1
2
1
121,238
1
25
148.72
1
1
0
1
121,239
3
36
10.41
8
1
2
0
121,240
3
26
14.15
8
1
2
0
121,241
3
2
24.24
8
0
2
0
121,242
2
34
8.61
8
0
0
0
121,243
3
17
8.63
8
1
2
0
121,244
1
3
38.37
8
0
2
2
121,245
1
43
210
1
1
0
3
121,246
3
24
8.05
8
1
2
0
121,247
3
29
9.63
8
1
2
0
121,248
1
21
191.42
1
0
0
3
121,249
1
28
66.93
0
1
0
0
121,250
3
24
12.31
8
1
2
1
121,251
3
19
8.25
8
1
2
0
121,252
1
25
74.04
2
1
0
2
121,253
1
32
261.93
2
1
2
1
121,254
3
0
72.93
8
0
2
1
121,255
3
5
13.75
4
1
2
3
121,256
3
4
15.3
8
0
2
3
121,257
3
9
34.25
8
0
2
5
121,258
3
27
7.87
8
1
2
1
121,259
1
28
66.76
1
0
0
3
121,260
3
20
11.32
8
1
2
0
121,261
3
23
5.85
8
1
2
0
121,262
2
23
5.98
8
1
2
0
121,263
3
0
12.17
8
1
2
9
121,264
3
21
10.96
8
1
2
0
121,265
1
58
9.44
8
1
2
3
121,266
3
23
13.86
8
1
2
1
121,267
3
20
12.47
8
1
2
0
121,268
3
48
8.99
8
1
2
0
121,269
3
50
13.22
8
1
2
1
121,270
3
20
8.58
8
0
0
0
121,271
3
18
11.23
8
1
2
0
121,272
3
62
86.4
8
1
2
2
121,273
3
21
10.99
8
1
2
0
121,274
1
22
57.07
0
0
2
0
121,275
3
0
11.21
8
1
2
0
121,276
3
19
11.44
8
1
2
0
121,277
2
41
31.75
8
1
2
0
121,278
3
25
9.21
8
1
2
0
121,279
3
0
12.76
8
1
2
2
121,280
3
23
6.3
8
1
2
1
121,281
3
20
9.55
8
1
2
0
121,282
3
57
13.07
8
1
0
2
121,283
3
16
10.55
8
0
2
0
121,284
3
20
19.96
8
1
2
0
121,285
3
39
25.68
2
1
2
0
121,286
1
27
264.03
0
1
0
0
121,287
1
31
11.01
2
1
0
2
121,288
3
20
11.84
8
0
0
1
121,289
3
23
11.66
8
0
1
0
121,290
3
22
16.41
8
1
0
0
121,291
3
0
72.29
8
0
2
3
121,292
1
35
66.17
2
0
0
4
121,293
1
65
18.13
0
1
2
1
121,294
3
44
5.62
8
1
2
0
121,295
3
28
11.68
8
1
2
1
121,296
1
47
221.64
4
1
1
0
121,297
2
26
23.51
5
0
2
0
121,298
3
27
12.47
5
1
0
2
121,299