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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 1 |
female
| 18 | 1 | 0 | 227.525 |
C
|
First
|
woman
| false |
C
|
Cherbourg
|
yes
| false |
1 | 1 |
male
| 35 | 0 | 0 | 26.2875 |
S
|
First
|
man
| true |
E
|
Southampton
|
yes
| true |
0 | 3 |
female
| 18 | 0 | 1 | 14.4542 |
C
|
Third
|
woman
| false | null |
Cherbourg
|
no
| false |
0 | 3 |
male
| 25 | 0 | 0 | 7.7417 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
0 | 3 |
male
| 26 | 1 | 0 | 7.8542 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 2 |
male
| 39 | 0 | 0 | 26 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 45 | 0 | 0 | 13.5 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
1 | 1 |
male
| 42 | 0 | 0 | 26.2875 |
S
|
First
|
man
| true |
E
|
Southampton
|
yes
| true |
1 | 1 |
female
| 22 | 0 | 0 | 151.55 |
S
|
First
|
woman
| false | null |
Southampton
|
yes
| true |
1 | 3 |
male
| null | 1 | 1 | 15.2458 |
C
|
Third
|
man
| true | null |
Cherbourg
|
yes
| false |
1 | 1 |
female
| 24 | 0 | 0 | 49.5042 |
C
|
First
|
woman
| false |
C
|
Cherbourg
|
yes
| true |
0 | 1 |
male
| null | 0 | 0 | 26.55 |
S
|
First
|
man
| true |
C
|
Southampton
|
no
| true |
1 | 1 |
male
| 48 | 1 | 0 | 52 |
S
|
First
|
man
| true |
C
|
Southampton
|
yes
| false |
0 | 3 |
male
| 29 | 0 | 0 | 9.4833 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| 52 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 19 | 0 | 0 | 7.65 |
S
|
Third
|
man
| true |
F
|
Southampton
|
no
| true |
1 | 1 |
female
| 38 | 0 | 0 | 227.525 |
C
|
First
|
woman
| false |
C
|
Cherbourg
|
yes
| true |
1 | 2 |
female
| 27 | 0 | 0 | 10.5 |
S
|
Second
|
woman
| false |
E
|
Southampton
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 15.5 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
0 | 3 |
male
| 33 | 0 | 0 | 7.775 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 6 | 0 | 1 | 33 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 17 | 1 | 0 | 7.0542 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 2 |
male
| 34 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| 50 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
1 | 1 |
male
| 27 | 1 | 0 | 53.1 |
S
|
First
|
man
| true |
E
|
Southampton
|
yes
| false |
0 | 3 |
male
| 20 | 0 | 0 | 8.6625 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 30 | 3 | 0 | 21 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 3 |
female
| null | 0 | 0 | 7.7375 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
yes
| true |
0 | 2 |
male
| 25 | 1 | 0 | 26 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
female
| 25 | 1 | 0 | 7.925 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
1 | 1 |
female
| 29 | 0 | 0 | 211.3375 |
S
|
First
|
woman
| false |
B
|
Southampton
|
yes
| true |
0 | 3 |
male
| 11 | 0 | 0 | 18.7875 |
C
|
Third
|
child
| false | null |
Cherbourg
|
no
| true |
0 | 2 |
male
| null | 0 | 0 | 0 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| 23 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| 23 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 28.5 | 0 | 0 | 16.1 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| 48 | 1 | 3 | 34.375 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
1 | 1 |
male
| 35 | 0 | 0 | 512.3292 |
C
|
First
|
man
| true |
B
|
Cherbourg
|
yes
| true |
0 | 3 |
male
| null | 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 |
male
| null | 0 | 0 | 30 |
S
|
First
|
man
| true |
D
|
Southampton
|
yes
| true |
0 | 1 |
male
| 36 | 1 | 0 | 78.85 |
S
|
First
|
man
| true |
C
|
Southampton
|
no
| false |
1 | 1 |
female
| 21 | 2 | 2 | 262.375 |
C
|
First
|
woman
| false |
B
|
Cherbourg
|
yes
| false |
0 | 3 |
male
| 24 | 1 | 0 | 16.1 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
1 | 3 |
male
| 31 | 0 | 0 | 7.925 |
S
|
Third
|
man
| true | null |
Southampton
|
yes
| true |
0 | 1 |
male
| 70 | 1 | 1 | 71 |
S
|
First
|
man
| true |
B
|
Southampton
|
no
| false |
0 | 3 |
male
| 16 | 1 | 1 | 20.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
1 | 2 |
female
| 30 | 0 | 0 | 13 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 1 |
male
| 19 | 1 | 0 | 53.1 |
S
|
First
|
man
| true |
D
|
Southampton
|
no
| false |
0 | 3 |
male
| 31 | 0 | 0 | 7.75 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
1 | 2 |
female
| 4 | 1 | 1 | 23 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
1 | 3 |
male
| 6 | 0 | 1 | 12.475 |
S
|
Third
|
child
| false |
E
|
Southampton
|
yes
| false |
0 | 3 |
male
| 33 | 0 | 0 | 9.5 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 23 | 0 | 0 | 7.8958 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 48 | 1 | 2 | 65 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 2 |
male
| 0.67 | 1 | 1 | 14.5 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 28 | 0 | 0 | 7.7958 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| 18 | 0 | 0 | 11.5 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 34 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 1 |
female
| 33 | 0 | 0 | 86.5 |
S
|
First
|
woman
| false |
B
|
Southampton
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 14.5 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 41 | 0 | 0 | 7.125 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
male
| 20 | 0 | 0 | 7.2292 |
C
|
Third
|
man
| true | null |
Cherbourg
|
yes
| true |
1 | 1 |
female
| 36 | 1 | 2 | 120 |
S
|
First
|
woman
| false |
B
|
Southampton
|
yes
| false |
0 | 3 |
male
| 16 | 0 | 0 | 7.775 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 1 |
female
| 51 | 1 | 0 | 77.9583 |
S
|
First
|
woman
| false |
D
|
Southampton
|
yes
| false |
0 | 1 |
male
| null | 0 | 0 | 39.6 |
C
|
First
|
man
| true | null |
Cherbourg
|
no
| true |
0 | 3 |
female
| 30.5 | 0 | 0 | 7.75 |
Q
|
Third
|
woman
| false | null |
Queenstown
|
no
| true |
0 | 3 |
male
| null | 1 | 0 | 24.15 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| false |
0 | 3 |
male
| 32 | 0 | 0 | 8.3625 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 24 | 0 | 0 | 9.5 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 48 | 0 | 0 | 7.8542 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
female
| 57 | 0 | 0 | 10.5 |
S
|
Second
|
woman
| false |
E
|
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 7.225 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 2 |
female
| 54 | 1 | 3 | 23 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 18 | 0 | 0 | 7.75 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 7.75 |
Q
|
Third
|
man
| true |
F
|
Queenstown
|
no
| true |
1 | 3 |
female
| 5 | 0 | 0 | 12.475 |
S
|
Third
|
child
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 7.7375 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
1 | 1 |
female
| 43 | 0 | 1 | 211.3375 |
S
|
First
|
woman
| false |
B
|
Southampton
|
yes
| false |
1 | 3 |
female
| 13 | 0 | 0 | 7.2292 |
C
|
Third
|
child
| false | null |
Cherbourg
|
yes
| true |
1 | 1 |
female
| 17 | 1 | 0 | 57 |
S
|
First
|
woman
| false |
B
|
Southampton
|
yes
| false |
0 | 1 |
male
| 29 | 0 | 0 | 30 |
S
|
First
|
man
| true |
D
|
Southampton
|
no
| true |
0 | 3 |
male
| null | 1 | 2 | 23.45 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| 25 | 0 | 0 | 7.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 25 | 0 | 0 | 7.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
female
| 18 | 0 | 0 | 7.4958 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 8 | 4 | 1 | 29.125 |
Q
|
Third
|
child
| false | null |
Queenstown
|
no
| false |
1 | 3 |
male
| 1 | 1 | 2 | 20.575 |
S
|
Third
|
child
| false | null |
Southampton
|
yes
| false |
0 | 1 |
male
| 46 | 0 | 0 | 79.2 |
C
|
First
|
man
| true |
B
|
Cherbourg
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 7.75 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
0 | 2 |
male
| 16 | 0 | 0 | 26 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| null | 8 | 2 | 69.55 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 1 |
male
| null | 0 | 0 | 30.6958 |
C
|
First
|
man
| true | null |
Cherbourg
|
no
| true |
0 | 3 |
male
| 25 | 0 | 0 | 7.8958 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| 39 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
1 | 1 |
female
| 49 | 0 | 0 | 25.9292 |
S
|
First
|
woman
| false |
D
|
Southampton
|
yes
| true |
1 | 3 |
female
| 31 | 0 | 0 | 8.6833 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 30 | 0 | 0 | 7.2292 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
0 | 3 |
female
| 30 | 1 | 1 | 24.15 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
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