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 |
|---|---|---|---|---|---|---|---|---|---|
2
| false
| 24
| 2
| 1
|
243847
| 27
|
''
|
S
| 1yes
|
3
| true
| -1
| 0
| 0
|
349214
| 7.8958
|
''
|
S
| 0no
|
1
| true
| -1
| 0
| 0
|
113796
| 42.4
|
''
|
S
| 0no
|
3
| true
| 44
| 0
| 0
|
364511
| 8.05
|
''
|
S
| 0no
|
1
| true
| 35
| 0
| 0
|
111426
| 26.55
|
''
|
C
| 1yes
|
3
| true
| 36
| 1
| 0
|
349910
| 15.55
|
''
|
S
| 0no
|
3
| true
| 30
| 0
| 0
|
349246
| 7.8958
|
''
|
S
| 0no
|
1
| true
| 27
| 0
| 0
|
113804
| 30.5
|
''
|
S
| 1yes
|
2
| false
| 22
| 1
| 2
|
'SC/Paris 2123'
| 41.5792
|
''
|
C
| 1yes
|
1
| false
| 40
| 0
| 0
|
'PC 17582'
| 153.4625
|
C125
|
S
| 1yes
|
3
| false
| 39
| 1
| 5
|
347082
| 31.275
|
''
|
S
| 0no
|
3
| true
| -1
| 0
| 0
|
'SOTON/O.Q. 3101305'
| 7.05
|
''
|
S
| 0no
|
3
| false
| -1
| 1
| 0
|
367230
| 15.5
|
''
|
Q
| 1yes
|
3
| true
| -1
| 0
| 0
|
370377
| 7.75
|
''
|
Q
| 0no
|
3
| true
| 35
| 0
| 0
|
364512
| 8.05
|
''
|
S
| 0no
|
2
| false
| 24
| 1
| 2
|
220845
| 65
|
''
|
S
| 1yes
|
3
| true
| 34
| 1
| 1
|
347080
| 14.4
|
''
|
S
| 0no
|
3
| false
| 26
| 1
| 0
|
'A/5. 3336'
| 16.1
|
''
|
S
| 0no
|
2
| false
| 4
| 2
| 1
|
230136
| 39
|
F4
|
S
| 1yes
|
2
| true
| 26
| 0
| 0
|
31028
| 10.5
|
''
|
S
| 0no
|
3
| true
| 27
| 1
| 0
|
2659
| 14.4542
|
''
|
C
| 0no
|
1
| true
| 42
| 1
| 0
|
11753
| 52.5542
|
D19
|
S
| 1yes
|
3
| true
| 20
| 1
| 1
|
2653
| 15.7417
|
''
|
C
| 1yes
|
3
| true
| 21
| 0
| 0
|
350029
| 7.8542
|
''
|
S
| 0no
|
3
| true
| 21
| 0
| 0
|
54636
| 16.1
|
''
|
S
| 0no
|
1
| true
| 61
| 0
| 0
|
36963
| 32.3208
|
D50
|
S
| 0no
|
2
| true
| 57
| 0
| 0
|
219533
| 12.35
|
''
|
Q
| 0no
|
1
| false
| 21
| 0
| 0
|
13502
| 77.9583
|
D9
|
S
| 1yes
|
3
| true
| 26
| 0
| 0
|
349224
| 7.8958
|
''
|
S
| 0no
|
3
| true
| -1
| 0
| 0
|
334912
| 7.7333
|
''
|
Q
| 0no
|
1
| true
| 80
| 0
| 0
|
27042
| 30
|
A23
|
S
| 1yes
|
3
| true
| 51
| 0
| 0
|
347743
| 7.0542
|
''
|
S
| 0no
|
1
| true
| 32
| 0
| 0
|
13214
| 30.5
|
B50
|
C
| 1yes
|
1
| true
| -1
| 0
| 0
|
112052
| 0
|
''
|
S
| 0no
|
3
| false
| 9
| 3
| 2
|
347088
| 27.9
|
''
|
S
| 0no
|
2
| false
| 28
| 0
| 0
|
237668
| 13
|
''
|
S
| 1yes
|
3
| true
| 32
| 0
| 0
|
'STON/O 2. 3101292'
| 7.925
|
''
|
S
| 0no
|
2
| true
| 31
| 1
| 1
|
'C.A. 31921'
| 26.25
|
''
|
S
| 0no
|
3
| false
| 41
| 0
| 5
|
3101295
| 39.6875
|
''
|
S
| 0no
|
3
| true
| -1
| 1
| 0
|
376564
| 16.1
|
''
|
S
| 0no
|
3
| true
| 20
| 0
| 0
|
350050
| 7.8542
|
''
|
S
| 0no
|
1
| false
| 24
| 0
| 0
|
'PC 17477'
| 69.3
|
B35
|
C
| 1yes
|
3
| false
| 2
| 3
| 2
|
347088
| 27.9
|
''
|
S
| 0no
|
3
| true
| -1
| 0
| 0
|
1601
| 56.4958
|
''
|
S
| 1yes
|
3
| false
| 0.75
| 2
| 1
|
2666
| 19.2583
|
''
|
C
| 1yes
|
1
| true
| 48
| 1
| 0
|
'PC 17572'
| 76.7292
|
D33
|
C
| 1yes
|
3
| true
| 19
| 0
| 0
|
349231
| 7.8958
|
''
|
S
| 0no
|
1
| true
| 56
| 0
| 0
|
13213
| 35.5
|
A26
|
C
| 1yes
|
3
| true
| -1
| 0
| 0
|
'S.O./P.P. 751'
| 7.55
|
''
|
S
| 0no
|
3
| false
| 23
| 0
| 0
|
'CA. 2314'
| 7.55
|
''
|
S
| 1yes
|
3
| true
| -1
| 0
| 0
|
349221
| 7.8958
|
''
|
S
| 0no
|
2
| false
| 18
| 0
| 1
|
231919
| 23
|
''
|
S
| 1yes
|
3
| true
| 21
| 0
| 0
|
8475
| 8.4333
|
''
|
S
| 0no
|
3
| false
| -1
| 0
| 0
|
330919
| 7.8292
|
''
|
Q
| 1yes
|
3
| false
| 18
| 0
| 0
|
365226
| 6.75
|
''
|
Q
| 0no
|
2
| true
| 24
| 2
| 0
|
'S.O.C. 14879'
| 73.5
|
''
|
S
| 0no
|
3
| true
| -1
| 0
| 0
|
349223
| 7.8958
|
''
|
S
| 0no
|
3
| false
| 32
| 1
| 1
|
364849
| 15.5
|
''
|
Q
| 0no
|
2
| true
| 23
| 0
| 0
|
29751
| 13
|
''
|
S
| 0no
|
1
| true
| 58
| 0
| 2
|
35273
| 113.275
|
D48
|
C
| 0no
|
1
| true
| 50
| 2
| 0
|
'PC 17611'
| 133.65
|
''
|
S
| 1yes
|
3
| true
| 40
| 0
| 0
|
2623
| 7.225
|
''
|
C
| 0no
|
1
| true
| 47
| 0
| 0
|
5727
| 25.5875
|
E58
|
S
| 0no
|
3
| true
| 36
| 0
| 0
|
349210
| 7.4958
|
''
|
S
| 0no
|
3
| true
| 20
| 1
| 0
|
'STON/O 2. 3101285'
| 7.925
|
''
|
S
| 1yes
|
2
| true
| 32
| 2
| 0
|
'S.O.C. 14879'
| 73.5
|
''
|
S
| 0no
|
2
| true
| 25
| 0
| 0
|
234686
| 13
|
''
|
S
| 0no
|
3
| true
| -1
| 0
| 0
|
312993
| 7.775
|
''
|
S
| 0no
|
3
| true
| 43
| 0
| 0
|
'A/5 3536'
| 8.05
|
''
|
S
| 0no
|
1
| false
| -1
| 1
| 0
|
19996
| 52
|
C126
|
S
| 1yes
|
2
| false
| 40
| 1
| 1
|
29750
| 39
|
''
|
S
| 1yes
|
1
| true
| 31
| 1
| 0
|
'F.C. 12750'
| 52
|
B71
|
S
| 0no
|
2
| true
| 70
| 0
| 0
|
'C.A. 24580'
| 10.5
|
''
|
S
| 0no
|
2
| true
| 31
| 0
| 0
|
244270
| 13
|
''
|
S
| 1yes
|
2
| true
| -1
| 0
| 0
|
239856
| 0
|
''
|
S
| 0no
|
3
| true
| 18
| 0
| 0
|
349912
| 7.775
|
''
|
S
| 0no
|
3
| true
| 24.5
| 0
| 0
|
342826
| 8.05
|
''
|
S
| 0no
|
3
| false
| 18
| 0
| 0
|
4138
| 9.8417
|
''
|
S
| 1yes
|
3
| false
| 43
| 1
| 6
|
'CA 2144'
| 46.9
|
''
|
S
| 0no
|
1
| true
| 36
| 0
| 1
|
'PC 17755'
| 512.3292
|
'B51 B53 B55'
|
C
| 1yes
|
3
| false
| -1
| 0
| 0
|
330935
| 8.1375
|
''
|
Q
| 0no
|
1
| true
| 27
| 0
| 0
|
'PC 17572'
| 76.7292
|
D49
|
C
| 1yes
|
3
| true
| 20
| 0
| 0
|
6563
| 9.225
|
''
|
S
| 0no
|
3
| true
| 14
| 5
| 2
|
'CA 2144'
| 46.9
|
''
|
S
| 0no
|
2
| true
| 60
| 1
| 1
|
29750
| 39
|
''
|
S
| 0no
|
2
| true
| 25
| 1
| 2
|
'SC/Paris 2123'
| 41.5792
|
''
|
C
| 0no
|
3
| true
| 14
| 4
| 1
|
3101295
| 39.6875
|
''
|
S
| 0no
|
3
| true
| 19
| 0
| 0
|
349228
| 10.1708
|
''
|
S
| 0no
|
3
| true
| 18
| 0
| 0
|
350036
| 7.7958
|
''
|
S
| 0no
|
1
| false
| 15
| 0
| 1
|
24160
| 211.3375
|
B5
|
S
| 1yes
|
1
| true
| 31
| 1
| 0
|
17474
| 57
|
B20
|
S
| 1yes
|
3
| false
| 4
| 0
| 1
|
349256
| 13.4167
|
''
|
C
| 1yes
|
3
| true
| -1
| 0
| 0
|
1601
| 56.4958
|
''
|
S
| 1yes
|
3
| true
| 25
| 0
| 0
|
2672
| 7.225
|
''
|
C
| 0no
|
1
| true
| 60
| 0
| 0
|
113800
| 26.55
|
''
|
S
| 0no
|
2
| true
| 52
| 0
| 0
|
248731
| 13.5
|
''
|
S
| 0no
|
3
| true
| 44
| 0
| 0
|
363592
| 8.05
|
''
|
S
| 0no
|
3
| false
| -1
| 0
| 0
|
35852
| 7.7333
|
''
|
Q
| 1yes
|
1
| true
| 49
| 1
| 1
|
17421
| 110.8833
|
C68
|
C
| 0no
|
3
| true
| 42
| 0
| 0
|
348121
| 7.65
|
'F G63'
|
S
| 0no
|
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