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 | 3 |
male
| 22 | 1 | 0 | 7.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
1 | 1 |
female
| 38 | 1 | 0 | 71.2833 |
C
|
First
|
woman
| false |
C
|
Cherbourg
|
yes
| false |
1 | 3 |
female
| 26 | 0 | 0 | 7.925 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| true |
1 | 1 |
female
| 35 | 1 | 0 | 53.1 |
S
|
First
|
woman
| false |
C
|
Southampton
|
yes
| false |
0 | 3 |
male
| 35 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 8.4583 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
0 | 1 |
male
| 54 | 0 | 0 | 51.8625 |
S
|
First
|
man
| true |
E
|
Southampton
|
no
| true |
0 | 3 |
male
| 2 | 3 | 1 | 21.075 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
1 | 3 |
female
| 27 | 0 | 2 | 11.1333 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 2 |
female
| 14 | 1 | 0 | 30.0708 |
C
|
Second
|
child
| false | null |
Cherbourg
|
yes
| false |
1 | 3 |
female
| 4 | 1 | 1 | 16.7 |
S
|
Third
|
child
| false |
G
|
Southampton
|
yes
| false |
1 | 1 |
female
| 58 | 0 | 0 | 26.55 |
S
|
First
|
woman
| false |
C
|
Southampton
|
yes
| true |
0 | 3 |
male
| 20 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 39 | 1 | 5 | 31.275 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
female
| 14 | 0 | 0 | 7.8542 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| true |
1 | 2 |
female
| 55 | 0 | 0 | 16 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 2 | 4 | 1 | 29.125 |
Q
|
Third
|
child
| false | null |
Queenstown
|
no
| false |
1 | 2 |
male
| null | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
yes
| true |
0 | 3 |
female
| 31 | 1 | 0 | 18 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
1 | 3 |
female
| null | 0 | 0 | 7.225 |
C
|
Third
|
woman
| false | null |
Cherbourg
|
yes
| true |
0 | 2 |
male
| 35 | 0 | 0 | 26 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
male
| 34 | 0 | 0 | 13 |
S
|
Second
|
man
| true |
D
|
Southampton
|
yes
| true |
1 | 3 |
female
| 15 | 0 | 0 | 8.0292 |
Q
|
Third
|
child
| false | null |
Queenstown
|
yes
| true |
1 | 1 |
male
| 28 | 0 | 0 | 35.5 |
S
|
First
|
man
| true |
A
|
Southampton
|
yes
| true |
0 | 3 |
female
| 8 | 3 | 1 | 21.075 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
1 | 3 |
female
| 38 | 1 | 5 | 31.3875 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| null | 0 | 0 | 7.225 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
0 | 1 |
male
| 19 | 3 | 2 | 263 |
S
|
First
|
man
| true |
C
|
Southampton
|
no
| false |
1 | 3 |
female
| null | 0 | 0 | 7.8792 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 7.8958 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 40 | 0 | 0 | 27.7208 |
C
|
First
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 1 |
female
| null | 1 | 0 | 146.5208 |
C
|
First
|
woman
| false |
B
|
Cherbourg
|
yes
| false |
1 | 3 |
female
| null | 0 | 0 | 7.75 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
yes
| true |
0 | 2 |
male
| 66 | 0 | 0 | 10.5 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 28 | 1 | 0 | 82.1708 |
C
|
First
|
man
| true | null |
Cherbourg
|
no
| false |
0 | 1 |
male
| 42 | 1 | 0 | 52 |
S
|
First
|
man
| true | null |
Southampton
|
no
| false |
1 | 3 |
male
| null | 0 | 0 | 7.2292 |
C
|
Third
|
man
| true | null |
Cherbourg
|
yes
| true |
0 | 3 |
male
| 21 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| 18 | 2 | 0 | 18 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
1 | 3 |
female
| 14 | 1 | 0 | 11.2417 |
C
|
Third
|
child
| false | null |
Cherbourg
|
yes
| false |
0 | 3 |
female
| 40 | 1 | 0 | 9.475 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 2 |
female
| 27 | 1 | 0 | 21 |
S
|
Second
|
woman
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| null | 0 | 0 | 7.8958 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 2 |
female
| 3 | 1 | 2 | 41.5792 |
C
|
Second
|
child
| false | null |
Cherbourg
|
yes
| false |
1 | 3 |
female
| 19 | 0 | 0 | 7.8792 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 1 | 0 | 15.5 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| false |
1 | 3 |
female
| null | 0 | 0 | 7.75 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
yes
| true |
0 | 3 |
male
| null | 2 | 0 | 21.6792 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| false |
0 | 3 |
female
| 18 | 1 | 0 | 17.8 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| 7 | 4 | 1 | 39.6875 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| 21 | 0 | 0 | 7.8 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 1 |
female
| 49 | 1 | 0 | 76.7292 |
C
|
First
|
woman
| false |
D
|
Cherbourg
|
yes
| false |
1 | 2 |
female
| 29 | 1 | 0 | 26 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 1 |
male
| 65 | 0 | 1 | 61.9792 |
C
|
First
|
man
| true |
B
|
Cherbourg
|
no
| false |
1 | 1 |
male
| null | 0 | 0 | 35.5 |
S
|
First
|
man
| true |
C
|
Southampton
|
yes
| true |
1 | 2 |
female
| 21 | 0 | 0 | 10.5 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 28.5 | 0 | 0 | 7.2292 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 2 |
female
| 5 | 1 | 2 | 27.75 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 11 | 5 | 2 | 46.9 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| 22 | 0 | 0 | 7.2292 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 1 |
female
| 38 | 0 | 0 | 80 | null |
First
|
woman
| false |
B
| null |
yes
| true |
0 | 1 |
male
| 45 | 1 | 0 | 83.475 |
S
|
First
|
man
| true |
C
|
Southampton
|
no
| false |
0 | 3 |
male
| 4 | 3 | 2 | 27.9 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
0 | 1 |
male
| null | 0 | 0 | 27.7208 |
C
|
First
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 3 |
male
| null | 1 | 1 | 15.2458 |
C
|
Third
|
man
| true | null |
Cherbourg
|
yes
| false |
1 | 2 |
female
| 29 | 0 | 0 | 10.5 |
S
|
Second
|
woman
| false |
F
|
Southampton
|
yes
| true |
0 | 3 |
male
| 19 | 0 | 0 | 8.1583 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
female
| 17 | 4 | 2 | 7.925 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 26 | 2 | 0 | 8.6625 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 2 |
male
| 32 | 0 | 0 | 10.5 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| 16 | 5 | 2 | 46.9 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 2 |
male
| 21 | 0 | 0 | 73.5 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 26 | 1 | 0 | 14.4542 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| false |
1 | 3 |
male
| 32 | 0 | 0 | 56.4958 |
S
|
Third
|
man
| true | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 25 | 0 | 0 | 7.65 |
S
|
Third
|
man
| true |
F
|
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 7.8958 |
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 | 2 |
male
| 0.83 | 0 | 2 | 29 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
1 | 3 |
female
| 30 | 0 | 0 | 12.475 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 22 | 0 | 0 | 9 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
male
| 29 | 0 | 0 | 9.5 |
S
|
Third
|
man
| true | null |
Southampton
|
yes
| true |
1 | 3 |
female
| null | 0 | 0 | 7.7875 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
yes
| true |
0 | 1 |
male
| 28 | 0 | 0 | 47.1 |
S
|
First
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 17 | 0 | 0 | 10.5 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
1 | 3 |
female
| 33 | 3 | 0 | 15.85 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 16 | 1 | 3 | 34.375 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| null | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 1 |
female
| 23 | 3 | 2 | 263 |
S
|
First
|
woman
| false |
C
|
Southampton
|
yes
| false |
0 | 3 |
male
| 24 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 29 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 20 | 0 | 0 | 7.8542 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 46 | 1 | 0 | 61.175 |
S
|
First
|
man
| true |
E
|
Southampton
|
no
| false |
0 | 3 |
male
| 26 | 1 | 2 | 20.575 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| 59 | 0 | 0 | 7.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 71 | 0 | 0 | 34.6542 |
C
|
First
|
man
| true |
A
|
Cherbourg
|
no
| true |
1 | 1 |
male
| 23 | 0 | 1 | 63.3583 |
C
|
First
|
man
| true |
D
|
Cherbourg
|
yes
| false |
1 | 2 |
female
| 34 | 0 | 1 | 23 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 2 |
male
| 34 | 1 | 0 | 26 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| false |
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