survived
int64 0
1
| pclass
int64 1
3
| sex
stringclasses 2
values | age
float64 0.42
80
⌀ | sibsp
int64 0
8
| parch
int64 0
6
| fare
float64 0
512
| embarked
stringclasses 3
values | class
stringclasses 3
values | who
stringclasses 3
values | adult_male
bool 2
classes | deck
stringclasses 7
values | embark_town
stringclasses 3
values | alive
stringclasses 2
values | alone
bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
| 2
|
male
| 34
| 0
| 0
| 13
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 2
|
female
| 31
| 1
| 1
| 26.25
|
S
|
Second
|
woman
| false
| null |
Southampton
|
yes
| false
|
1
| 1
|
male
| 11
| 1
| 2
| 120
|
S
|
First
|
child
| false
|
B
|
Southampton
|
yes
| false
|
1
| 3
|
male
| 0.42
| 0
| 1
| 8.5167
|
C
|
Third
|
child
| false
| null |
Cherbourg
|
yes
| false
|
1
| 3
|
male
| 27
| 0
| 0
| 6.975
|
S
|
Third
|
man
| true
| null |
Southampton
|
yes
| true
|
0
| 3
|
male
| 31
| 0
| 0
| 7.775
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 1
|
male
| 39
| 0
| 0
| 0
|
S
|
First
|
man
| true
|
A
|
Southampton
|
no
| true
|
0
| 3
|
female
| 18
| 0
| 0
| 7.775
|
S
|
Third
|
woman
| false
| null |
Southampton
|
no
| true
|
0
| 2
|
male
| 39
| 0
| 0
| 13
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 1
|
female
| 33
| 1
| 0
| 53.1
|
S
|
First
|
woman
| false
|
E
|
Southampton
|
yes
| false
|
0
| 3
|
male
| 26
| 0
| 0
| 7.8875
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| 39
| 0
| 0
| 24.15
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 2
|
male
| 35
| 0
| 0
| 10.5
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
female
| 6
| 4
| 2
| 31.275
|
S
|
Third
|
child
| false
| null |
Southampton
|
no
| false
|
0
| 3
|
male
| 30.5
| 0
| 0
| 8.05
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 1
|
male
| null | 0
| 0
| 0
|
S
|
First
|
man
| true
|
B
|
Southampton
|
no
| true
|
0
| 3
|
female
| 23
| 0
| 0
| 7.925
|
S
|
Third
|
woman
| false
| null |
Southampton
|
no
| true
|
0
| 2
|
male
| 31
| 1
| 1
| 37.0042
|
C
|
Second
|
man
| true
| null |
Cherbourg
|
no
| false
|
0
| 3
|
male
| 43
| 0
| 0
| 6.45
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| 10
| 3
| 2
| 27.9
|
S
|
Third
|
child
| false
| null |
Southampton
|
no
| false
|
1
| 1
|
female
| 52
| 1
| 1
| 93.5
|
S
|
First
|
woman
| false
|
B
|
Southampton
|
yes
| false
|
1
| 3
|
male
| 27
| 0
| 0
| 8.6625
|
S
|
Third
|
man
| true
| null |
Southampton
|
yes
| true
|
0
| 1
|
male
| 38
| 0
| 0
| 0
|
S
|
First
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 3
|
female
| 27
| 0
| 1
| 12.475
|
S
|
Third
|
woman
| false
|
E
|
Southampton
|
yes
| false
|
0
| 3
|
male
| 2
| 4
| 1
| 39.6875
|
S
|
Third
|
child
| false
| null |
Southampton
|
no
| false
|
0
| 3
|
male
| null | 0
| 0
| 6.95
|
Q
|
Third
|
man
| true
| null |
Queenstown
|
no
| true
|
0
| 3
|
male
| null | 0
| 0
| 56.4958
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 2
|
male
| 1
| 0
| 2
| 37.0042
|
C
|
Second
|
child
| false
| null |
Cherbourg
|
yes
| false
|
1
| 3
|
male
| null | 0
| 0
| 7.75
|
Q
|
Third
|
man
| true
| null |
Queenstown
|
yes
| true
|
1
| 1
|
female
| 62
| 0
| 0
| 80
| null |
First
|
woman
| false
|
B
| null |
yes
| true
|
1
| 3
|
female
| 15
| 1
| 0
| 14.4542
|
C
|
Third
|
child
| false
| null |
Cherbourg
|
yes
| false
|
1
| 2
|
male
| 0.83
| 1
| 1
| 18.75
|
S
|
Second
|
child
| false
| null |
Southampton
|
yes
| false
|
0
| 3
|
male
| null | 0
| 0
| 7.2292
|
C
|
Third
|
man
| true
| null |
Cherbourg
|
no
| true
|
0
| 3
|
male
| 23
| 0
| 0
| 7.8542
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| 18
| 0
| 0
| 8.3
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 1
|
female
| 39
| 1
| 1
| 83.1583
|
C
|
First
|
woman
| false
|
E
|
Cherbourg
|
yes
| false
|
0
| 3
|
male
| 21
| 0
| 0
| 8.6625
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| null | 0
| 0
| 8.05
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 3
|
male
| 32
| 0
| 0
| 56.4958
|
S
|
Third
|
man
| true
| null |
Southampton
|
yes
| true
|
1
| 1
|
male
| null | 0
| 0
| 29.7
|
C
|
First
|
man
| true
|
C
|
Cherbourg
|
yes
| true
|
0
| 3
|
male
| 20
| 0
| 0
| 7.925
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 2
|
male
| 16
| 0
| 0
| 10.5
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 1
|
female
| 30
| 0
| 0
| 31
|
C
|
First
|
woman
| false
| null |
Cherbourg
|
yes
| true
|
0
| 3
|
male
| 34.5
| 0
| 0
| 6.4375
|
C
|
Third
|
man
| true
| null |
Cherbourg
|
no
| true
|
0
| 3
|
male
| 17
| 0
| 0
| 8.6625
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| 42
| 0
| 0
| 7.55
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| null | 8
| 2
| 69.55
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| false
|
0
| 3
|
male
| 35
| 0
| 0
| 7.8958
|
C
|
Third
|
man
| true
| null |
Cherbourg
|
no
| true
|
0
| 2
|
male
| 28
| 0
| 1
| 33
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| false
|
1
| 1
|
female
| null | 1
| 0
| 89.1042
|
C
|
First
|
woman
| false
|
C
|
Cherbourg
|
yes
| false
|
0
| 3
|
male
| 4
| 4
| 2
| 31.275
|
S
|
Third
|
child
| false
| null |
Southampton
|
no
| false
|
0
| 3
|
male
| 74
| 0
| 0
| 7.775
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
female
| 9
| 1
| 1
| 15.2458
|
C
|
Third
|
child
| false
| null |
Cherbourg
|
no
| false
|
1
| 1
|
female
| 16
| 0
| 1
| 39.4
|
S
|
First
|
woman
| false
|
D
|
Southampton
|
yes
| false
|
0
| 2
|
female
| 44
| 1
| 0
| 26
|
S
|
Second
|
woman
| false
| null |
Southampton
|
no
| false
|
1
| 3
|
female
| 18
| 0
| 1
| 9.35
|
S
|
Third
|
woman
| false
| null |
Southampton
|
yes
| false
|
1
| 1
|
female
| 45
| 1
| 1
| 164.8667
|
S
|
First
|
woman
| false
| null |
Southampton
|
yes
| false
|
1
| 1
|
male
| 51
| 0
| 0
| 26.55
|
S
|
First
|
man
| true
|
E
|
Southampton
|
yes
| true
|
1
| 3
|
female
| 24
| 0
| 3
| 19.2583
|
C
|
Third
|
woman
| false
| null |
Cherbourg
|
yes
| false
|
0
| 3
|
male
| null | 0
| 0
| 7.2292
|
C
|
Third
|
man
| true
| null |
Cherbourg
|
no
| true
|
0
| 3
|
male
| 41
| 2
| 0
| 14.1083
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| false
|
0
| 2
|
male
| 21
| 1
| 0
| 11.5
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| false
|
1
| 1
|
female
| 48
| 0
| 0
| 25.9292
|
S
|
First
|
woman
| false
|
D
|
Southampton
|
yes
| true
|
0
| 3
|
female
| null | 8
| 2
| 69.55
|
S
|
Third
|
woman
| false
| null |
Southampton
|
no
| false
|
0
| 2
|
male
| 24
| 0
| 0
| 13
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 2
|
female
| 42
| 0
| 0
| 13
|
S
|
Second
|
woman
| false
| null |
Southampton
|
yes
| true
|
1
| 2
|
female
| 27
| 1
| 0
| 13.8583
|
C
|
Second
|
woman
| false
| null |
Cherbourg
|
yes
| false
|
0
| 1
|
male
| 31
| 0
| 0
| 50.4958
|
S
|
First
|
man
| true
|
A
|
Southampton
|
no
| true
|
0
| 3
|
male
| null | 0
| 0
| 9.5
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 3
|
male
| 4
| 1
| 1
| 11.1333
|
S
|
Third
|
child
| false
| null |
Southampton
|
yes
| false
|
0
| 3
|
male
| 26
| 0
| 0
| 7.8958
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 1
|
female
| 47
| 1
| 1
| 52.5542
|
S
|
First
|
woman
| false
|
D
|
Southampton
|
yes
| false
|
0
| 1
|
male
| 33
| 0
| 0
| 5
|
S
|
First
|
man
| true
|
B
|
Southampton
|
no
| true
|
0
| 3
|
male
| 47
| 0
| 0
| 9
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 2
|
female
| 28
| 1
| 0
| 24
|
C
|
Second
|
woman
| false
| null |
Cherbourg
|
yes
| false
|
1
| 3
|
female
| 15
| 0
| 0
| 7.225
|
C
|
Third
|
child
| false
| null |
Cherbourg
|
yes
| true
|
0
| 3
|
male
| 20
| 0
| 0
| 9.8458
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| 19
| 0
| 0
| 7.8958
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| null | 0
| 0
| 7.8958
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 1
|
female
| 56
| 0
| 1
| 83.1583
|
C
|
First
|
woman
| false
|
C
|
Cherbourg
|
yes
| false
|
1
| 2
|
female
| 25
| 0
| 1
| 26
|
S
|
Second
|
woman
| false
| null |
Southampton
|
yes
| false
|
0
| 3
|
male
| 33
| 0
| 0
| 7.8958
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
female
| 22
| 0
| 0
| 10.5167
|
S
|
Third
|
woman
| false
| null |
Southampton
|
no
| true
|
0
| 2
|
male
| 28
| 0
| 0
| 10.5
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
male
| 25
| 0
| 0
| 7.05
|
S
|
Third
|
man
| true
| null |
Southampton
|
no
| true
|
0
| 3
|
female
| 39
| 0
| 5
| 29.125
|
Q
|
Third
|
woman
| false
| null |
Queenstown
|
no
| false
|
0
| 2
|
male
| 27
| 0
| 0
| 13
|
S
|
Second
|
man
| true
| null |
Southampton
|
no
| true
|
1
| 1
|
female
| 19
| 0
| 0
| 30
|
S
|
First
|
woman
| false
|
B
|
Southampton
|
yes
| true
|
0
| 3
|
female
| null | 1
| 2
| 23.45
|
S
|
Third
|
woman
| false
| null |
Southampton
|
no
| false
|
1
| 1
|
male
| 26
| 0
| 0
| 30
|
C
|
First
|
man
| true
|
C
|
Cherbourg
|
yes
| true
|
0
| 3
|
male
| 32
| 0
| 0
| 7.75
|
Q
|
Third
|
man
| true
| null |
Queenstown
|
no
| true
|
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