passenger_class
int8 1
3
| is_male
bool 2
classes | age
float64 -1
80
| sibsp
float64 0
8
| parch
float64 0
6
| ticket
stringlengths 3
20
| fare
float64 0
512
| cabin
stringlengths 1
17
| embarked
stringclasses 4
values | has_survived
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|
3 | false | -1 | 0 | 0 |
9234
| 7.75 |
''
|
Q
| 1yes
|
3 | true | -1 | 2 | 0 |
367226
| 23.25 |
''
|
Q
| 1yes
|
3 | true | 19 | 0 | 0 |
LINE
| 0 |
''
|
S
| 0no
|
2 | false | -1 | 0 | 0 |
226593
| 12.35 |
E101
|
Q
| 1yes
|
3 | true | -1 | 0 | 0 |
'A/5 2466'
| 8.05 |
''
|
S
| 0no
|
1 | true | 0.92 | 1 | 2 |
113781
| 151.55 |
'C22 C26'
|
S
| 1yes
|
1 | false | -1 | 0 | 0 |
17421
| 110.8833 |
''
|
C
| 1yes
|
1 | false | 17 | 1 | 0 |
'PC 17758'
| 108.9 |
C65
|
C
| 1yes
|
2 | true | 30 | 1 | 0 |
'P/PP 3381'
| 24 |
''
|
C
| 0no
|
1 | false | 30 | 0 | 0 |
'PC 17485'
| 56.9292 |
E36
|
C
| 1yes
|
1 | false | 24 | 0 | 0 |
11767
| 83.1583 |
C54
|
C
| 1yes
|
1 | false | 18 | 2 | 2 |
'PC 17608'
| 262.375 |
'B57 B59 B63 B66'
|
C
| 1yes
|
2 | false | 26 | 1 | 1 |
250651
| 26 |
''
|
S
| 0no
|
3 | true | 28 | 0 | 0 |
349243
| 7.8958 |
''
|
S
| 0no
|
2 | true | 43 | 1 | 1 |
'F.C.C. 13529'
| 26.25 |
''
|
S
| 0no
|
3 | false | 26 | 0 | 0 |
347470
| 7.8542 |
''
|
S
| 1yes
|
2 | false | 24 | 1 | 0 |
244367
| 26 |
''
|
S
| 1yes
|
2 | true | 54 | 0 | 0 |
29011
| 14 |
''
|
S
| 0no
|
1 | false | 31 | 0 | 2 |
36928
| 164.8667 |
C7
|
S
| 1yes
|
1 | false | 40 | 1 | 1 |
16966
| 134.5 |
E34
|
C
| 1yes
|
3 | true | 22 | 0 | 0 |
'A/5 21172'
| 7.25 |
''
|
S
| 0no
|
3 | true | 27 | 0 | 0 |
349219
| 7.8958 |
''
|
S
| 0no
|
2 | false | 30 | 0 | 0 |
234818
| 12.35 |
''
|
Q
| 1yes
|
2 | false | 22 | 1 | 1 |
248738
| 29 |
''
|
S
| 1yes
|
3 | true | -1 | 8 | 2 |
'CA. 2343'
| 69.55 |
''
|
S
| 0no
|
1 | false | 36 | 0 | 0 |
'PC 17760'
| 135.6333 |
C32
|
C
| 1yes
|
3 | true | 61 | 0 | 0 |
345364
| 6.2375 |
''
|
S
| 0no
|
2 | false | 36 | 0 | 0 |
28551
| 13 |
D
|
S
| 1yes
|
3 | false | 31 | 1 | 1 |
363291
| 20.525 |
''
|
S
| 1yes
|
1 | false | 16 | 0 | 1 |
111361
| 57.9792 |
B18
|
C
| 1yes
|
3 | false | -1 | 2 | 0 |
367226
| 23.25 |
''
|
Q
| 1yes
|
1 | true | 45.5 | 0 | 0 |
113043
| 28.5 |
C124
|
S
| 0no
|
1 | true | 38 | 0 | 1 |
'PC 17582'
| 153.4625 |
C91
|
S
| 0no
|
3 | true | 16 | 2 | 0 |
345764
| 18 |
''
|
S
| 0no
|
1 | false | -1 | 1 | 0 |
'PC 17611'
| 133.65 |
''
|
S
| 1yes
|
3 | true | -1 | 0 | 0 |
349225
| 7.8958 |
''
|
S
| 0no
|
1 | true | 29 | 1 | 0 |
113776
| 66.6 |
C2
|
S
| 0no
|
1 | false | 41 | 0 | 0 |
16966
| 134.5 |
E40
|
C
| 1yes
|
3 | true | 45 | 0 | 0 |
7598
| 8.05 |
''
|
S
| 1yes
|
1 | true | 45 | 0 | 0 |
113784
| 35.5 |
T
|
S
| 0no
|
2 | true | 2 | 1 | 1 |
230080
| 26 |
F2
|
S
| 1yes
|
1 | false | 24 | 3 | 2 |
19950
| 263 |
'C23 C25 C27'
|
S
| 1yes
|
2 | true | 28 | 0 | 0 |
248740
| 13 |
''
|
S
| 0no
|
2 | true | 25 | 0 | 0 |
244361
| 13 |
''
|
S
| 0no
|
2 | true | 36 | 0 | 0 |
229236
| 13 |
''
|
S
| 0no
|
2 | false | 24 | 0 | 0 |
248733
| 13 |
F33
|
S
| 1yes
|
2 | false | 40 | 0 | 0 |
31418
| 13 |
''
|
S
| 1yes
|
3 | false | -1 | 1 | 0 |
386525
| 16.1 |
''
|
S
| 1yes
|
3 | true | 3 | 1 | 1 |
'C.A. 37671'
| 15.9 |
''
|
S
| 1yes
|
3 | true | 42 | 0 | 0 |
315088
| 8.6625 |
''
|
S
| 0no
|
3 | true | 23 | 0 | 0 |
7267
| 9.225 |
''
|
S
| 0no
|
1 | true | -1 | 0 | 0 |
113510
| 35 |
C128
|
S
| 0no
|
3 | true | 15 | 1 | 1 |
2695
| 7.2292 |
''
|
C
| 0no
|
3 | true | 25 | 1 | 0 |
349237
| 17.8 |
''
|
S
| 0no
|
3 | true | -1 | 0 | 0 |
2647
| 7.225 |
''
|
C
| 0no
|
3 | true | 28 | 0 | 0 |
345783
| 9.5 |
''
|
S
| 0no
|
1 | false | 22 | 0 | 1 |
113505
| 55 |
E33
|
S
| 1yes
|
2 | false | 38 | 0 | 0 |
237671
| 13 |
''
|
S
| 0no
|
3 | false | -1 | 0 | 0 |
330931
| 7.8792 |
''
|
Q
| 1yes
|
3 | false | -1 | 0 | 0 |
330980
| 7.8792 |
''
|
Q
| 1yes
|
3 | true | 40 | 1 | 4 |
347088
| 27.9 |
''
|
S
| 0no
|
2 | true | 29 | 1 | 0 |
'SC/PARIS 2167'
| 27.7208 |
''
|
C
| 0no
|
3 | false | 45 | 0 | 1 |
2691
| 14.4542 |
''
|
C
| 0no
|
3 | true | 35 | 0 | 0 |
'SOTON/O.Q. 3101310'
| 7.05 |
''
|
S
| 0no
|
3 | true | -1 | 1 | 0 |
370365
| 15.5 |
''
|
Q
| 0no
|
3 | true | 30 | 0 | 0 |
'C 7076'
| 7.25 |
''
|
S
| 0no
|
1 | false | 60 | 1 | 0 |
110813
| 75.25 |
D37
|
C
| 1yes
|
3 | false | -1 | 0 | 0 |
2626
| 7.2292 |
''
|
C
| 1yes
|
3 | false | -1 | 0 | 0 |
14313
| 7.75 |
''
|
Q
| 1yes
|
1 | false | 24 | 0 | 0 |
'PC 17477'
| 69.3 |
B35
|
C
| 1yes
|
1 | true | 25 | 1 | 0 |
11765
| 55.4417 |
E50
|
C
| 1yes
|
3 | true | 18 | 1 | 0 |
3101267
| 6.4958 |
''
|
S
| 0no
|
3 | true | 19 | 0 | 0 |
323951
| 8.05 |
''
|
S
| 0no
|
1 | true | 22 | 0 | 0 |
'PC 17760'
| 135.6333 |
''
|
C
| 0no
|
3 | false | 3 | 3 | 1 |
349909
| 21.075 |
''
|
S
| 0no
|
1 | false | -1 | 1 | 0 |
'PC 17604'
| 82.1708 |
''
|
C
| 1yes
|
3 | false | 22 | 0 | 0 |
'C 7077'
| 7.25 |
''
|
S
| 1yes
|
1 | true | 27 | 0 | 2 |
113503
| 211.5 |
C82
|
C
| 0no
|
3 | true | 20 | 0 | 0 |
2648
| 4.0125 |
''
|
C
| 0no
|
3 | true | 19 | 0 | 0 |
347069
| 7.775 |
''
|
S
| 0no
|
1 | false | 42 | 0 | 0 |
'PC 17757'
| 227.525 |
''
|
C
| 1yes
|
3 | false | 1 | 0 | 2 |
2653
| 15.7417 |
''
|
C
| 1yes
|
3 | true | 32 | 0 | 0 |
'STON/O 2. 3101293'
| 7.925 |
''
|
S
| 0no
|
1 | false | 35 | 1 | 0 |
113789
| 52 |
''
|
S
| 1yes
|
3 | true | -1 | 0 | 0 |
349227
| 7.8958 |
''
|
S
| 0no
|
2 | true | 18 | 0 | 0 |
'S.O.C. 14879'
| 73.5 |
''
|
S
| 0no
|
3 | true | 1 | 5 | 2 |
'CA 2144'
| 46.9 |
''
|
S
| 0no
|
2 | false | 36 | 0 | 0 |
27849
| 13 |
''
|
S
| 1yes
|
3 | true | -1 | 0 | 0 |
367655
| 7.7292 |
''
|
Q
| 0no
|
2 | false | 17 | 0 | 0 |
'SC 1748'
| 12 |
''
|
C
| 1yes
|
1 | true | 36 | 1 | 2 |
113760
| 120 |
'B96 B98'
|
S
| 1yes
|
3 | true | 21 | 0 | 0 |
350034
| 7.7958 |
''
|
S
| 1yes
|
3 | true | 28 | 2 | 0 |
3101277
| 7.925 |
''
|
S
| 0no
|
1 | false | 23 | 1 | 0 |
35273
| 113.275 |
D36
|
C
| 1yes
|
3 | false | 24 | 0 | 2 |
'PP 9549'
| 16.7 |
G6
|
S
| 1yes
|
3 | true | 22 | 0 | 0 |
350052
| 7.7958 |
''
|
S
| 0no
|
3 | false | 31 | 0 | 0 |
350407
| 7.8542 |
''
|
S
| 0no
|
2 | true | 46 | 0 | 0 |
28403
| 26 |
''
|
S
| 0no
|
2 | true | 23 | 0 | 0 |
244278
| 10.5 |
''
|
S
| 0no
|
2 | false | 28 | 0 | 0 |
240929
| 12.65 |
''
|
S
| 1yes
|
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