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 | 3 |
male
| 39 | 0 | 0 | 7.925 |
S
|
Third
|
man
| true | null |
Southampton
|
yes
| true |
0 | 3 |
male
| 26 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| 21 | 1 | 0 | 9.825 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| 28 | 1 | 0 | 15.85 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
female
| 20 | 0 | 0 | 8.6625 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| true |
0 | 2 |
male
| 34 | 1 | 0 | 21 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| 51 | 0 | 0 | 7.75 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
male
| 3 | 1 | 1 | 18.75 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 21 | 0 | 0 | 7.775 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| null | 3 | 1 | 25.4667 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| null | 0 | 0 | 7.8958 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 6.8583 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
1 | 1 |
female
| 33 | 1 | 0 | 90 |
Q
|
First
|
woman
| false |
C
|
Queenstown
|
yes
| false |
0 | 2 |
male
| null | 0 | 0 | 0 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
male
| 44 | 0 | 0 | 7.925 |
S
|
Third
|
man
| true | null |
Southampton
|
yes
| true |
0 | 3 |
female
| null | 0 | 0 | 8.05 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| true |
1 | 2 |
female
| 34 | 1 | 1 | 32.5 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 2 |
female
| 18 | 0 | 2 | 13 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 2 |
male
| 30 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| 10 | 0 | 2 | 24.15 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| null | 0 | 0 | 7.8958 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
0 | 3 |
male
| 21 | 0 | 0 | 7.7333 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
0 | 3 |
male
| 29 | 0 | 0 | 7.875 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
female
| 28 | 1 | 1 | 14.4 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
0 | 3 |
male
| 18 | 1 | 1 | 20.2125 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| null | 0 | 0 | 7.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 28 | 1 | 0 | 26 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 2 |
female
| 19 | 0 | 0 | 26 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 7.75 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
1 | 3 |
male
| 32 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true |
E
|
Southampton
|
yes
| true |
1 | 1 |
male
| 28 | 0 | 0 | 26.55 |
S
|
First
|
man
| true |
C
|
Southampton
|
yes
| true |
1 | 3 |
female
| null | 1 | 0 | 16.1 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 2 |
female
| 42 | 1 | 0 | 26 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 17 | 0 | 0 | 7.125 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 50 | 1 | 0 | 55.9 |
S
|
First
|
man
| true |
E
|
Southampton
|
no
| false |
1 | 1 |
female
| 14 | 1 | 2 | 120 |
S
|
First
|
child
| false |
B
|
Southampton
|
yes
| false |
0 | 3 |
female
| 21 | 2 | 2 | 34.375 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
1 | 2 |
female
| 24 | 2 | 3 | 18.75 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 1 |
male
| 64 | 1 | 4 | 263 |
S
|
First
|
man
| true |
C
|
Southampton
|
no
| false |
0 | 2 |
male
| 31 | 0 | 0 | 10.5 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 45 | 1 | 1 | 26.25 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 20 | 0 | 0 | 9.5 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 25 | 1 | 0 | 7.775 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
1 | 2 |
female
| 28 | 0 | 0 | 13 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
1 | 3 |
male
| null | 0 | 0 | 8.1125 |
S
|
Third
|
man
| true | null |
Southampton
|
yes
| true |
1 | 1 |
male
| 4 | 0 | 2 | 81.8583 |
S
|
First
|
child
| false |
A
|
Southampton
|
yes
| false |
1 | 2 |
female
| 13 | 0 | 1 | 19.5 |
S
|
Second
|
child
| false | null |
Southampton
|
yes
| false |
1 | 1 |
male
| 34 | 0 | 0 | 26.55 |
S
|
First
|
man
| true | null |
Southampton
|
yes
| true |
1 | 3 |
female
| 5 | 2 | 1 | 19.2583 |
C
|
Third
|
child
| false | null |
Cherbourg
|
yes
| false |
1 | 1 |
male
| 52 | 0 | 0 | 30.5 |
S
|
First
|
man
| true |
C
|
Southampton
|
yes
| true |
0 | 2 |
male
| 36 | 1 | 2 | 27.75 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| null | 1 | 0 | 19.9667 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 1 |
male
| 30 | 0 | 0 | 27.75 |
C
|
First
|
man
| true |
C
|
Cherbourg
|
no
| true |
1 | 1 |
male
| 49 | 1 | 0 | 89.1042 |
C
|
First
|
man
| true |
C
|
Cherbourg
|
yes
| false |
0 | 3 |
male
| null | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
male
| 29 | 0 | 0 | 7.8958 |
C
|
Third
|
man
| true | null |
Cherbourg
|
yes
| true |
0 | 1 |
male
| 65 | 0 | 0 | 26.55 |
S
|
First
|
man
| true |
E
|
Southampton
|
no
| true |
1 | 1 |
female
| null | 1 | 0 | 51.8625 |
S
|
First
|
woman
| false |
D
|
Southampton
|
yes
| false |
1 | 2 |
female
| 50 | 0 | 0 | 10.5 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| true |
0 | 3 |
male
| null | 0 | 0 | 7.75 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
1 | 1 |
male
| 48 | 0 | 0 | 26.55 |
S
|
First
|
man
| true |
E
|
Southampton
|
yes
| true |
0 | 3 |
male
| 34 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 47 | 0 | 0 | 38.5 |
S
|
First
|
man
| true |
E
|
Southampton
|
no
| true |
0 | 2 |
male
| 48 | 0 | 0 | 13 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 38 | 0 | 0 | 7.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 2 |
male
| null | 0 | 0 | 0 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 56 | 0 | 0 | 26.55 |
S
|
First
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 7.725 |
Q
|
Third
|
man
| true | null |
Queenstown
|
no
| true |
1 | 3 |
female
| 0.75 | 2 | 1 | 19.2583 |
C
|
Third
|
child
| false | null |
Cherbourg
|
yes
| false |
0 | 3 |
male
| null | 0 | 0 | 7.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 38 | 0 | 0 | 8.6625 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 2 |
female
| 33 | 1 | 2 | 27.75 |
S
|
Second
|
woman
| false | null |
Southampton
|
yes
| false |
1 | 2 |
female
| 23 | 0 | 0 | 13.7917 |
C
|
Second
|
woman
| false |
D
|
Cherbourg
|
yes
| true |
0 | 3 |
female
| 22 | 0 | 0 | 9.8375 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| true |
0 | 1 |
male
| null | 0 | 0 | 52 |
S
|
First
|
man
| true |
A
|
Southampton
|
no
| true |
0 | 2 |
male
| 34 | 1 | 0 | 21 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| 29 | 1 | 0 | 7.0458 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| 22 | 0 | 0 | 7.5208 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
female
| 2 | 0 | 1 | 12.2875 |
S
|
Third
|
child
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| 9 | 5 | 2 | 46.9 |
S
|
Third
|
child
| false | null |
Southampton
|
no
| false |
0 | 2 |
male
| null | 0 | 0 | 0 |
S
|
Second
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| 50 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
female
| 63 | 0 | 0 | 9.5875 |
S
|
Third
|
woman
| false | null |
Southampton
|
yes
| true |
1 | 1 |
male
| 25 | 1 | 0 | 91.0792 |
C
|
First
|
man
| true |
B
|
Cherbourg
|
yes
| false |
0 | 3 |
female
| null | 3 | 1 | 25.4667 |
S
|
Third
|
woman
| false | null |
Southampton
|
no
| false |
1 | 1 |
female
| 35 | 1 | 0 | 90 |
S
|
First
|
woman
| false |
C
|
Southampton
|
yes
| false |
0 | 1 |
male
| 58 | 0 | 0 | 29.7 |
C
|
First
|
man
| true |
B
|
Cherbourg
|
no
| true |
0 | 3 |
male
| 30 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
1 | 3 |
male
| 9 | 1 | 1 | 15.9 |
S
|
Third
|
child
| false | null |
Southampton
|
yes
| false |
0 | 3 |
male
| null | 1 | 0 | 19.9667 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| false |
0 | 3 |
male
| 21 | 0 | 0 | 7.25 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
male
| 55 | 0 | 0 | 30.5 |
S
|
First
|
man
| true |
C
|
Southampton
|
no
| true |
0 | 1 |
male
| 71 | 0 | 0 | 49.5042 |
C
|
First
|
man
| true | null |
Cherbourg
|
no
| true |
0 | 3 |
male
| 21 | 0 | 0 | 8.05 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 3 |
male
| null | 0 | 0 | 14.4583 |
C
|
Third
|
man
| true | null |
Cherbourg
|
no
| true |
1 | 1 |
female
| 54 | 1 | 0 | 78.2667 |
C
|
First
|
woman
| false |
D
|
Cherbourg
|
yes
| false |
0 | 3 |
male
| null | 0 | 0 | 15.1 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
0 | 1 |
female
| 25 | 1 | 2 | 151.55 |
S
|
First
|
woman
| false |
C
|
Southampton
|
no
| false |
0 | 3 |
male
| 24 | 0 | 0 | 7.7958 |
S
|
Third
|
man
| true | null |
Southampton
|
no
| true |
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