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 |
|---|---|---|---|---|---|---|---|---|---|
1 | false | 18 | 1 | 0 | 'PC 17757' | 227.525 | 'C62 C64' | C | 1yes
|
1 | true | 35 | 0 | 0 | 'PC 17475' | 26.2875 | E24 | S | 1yes
|
3 | false | 18 | 0 | 1 | 2691 | 14.4542 | '' | C | 0no
|
3 | true | 25 | 0 | 0 | 36864 | 7.7417 | '' | Q | 0no
|
3 | true | 26 | 1 | 0 | 350025 | 7.8542 | '' | S | 0no
|
2 | true | 39 | 0 | 0 | 250655 | 26 | '' | S | 0no
|
2 | false | 45 | 0 | 0 | 223596 | 13.5 | '' | S | 1yes
|
1 | true | 42 | 0 | 0 | 'PC 17476' | 26.2875 | E24 | S | 1yes
|
1 | false | 22 | 0 | 0 | 113781 | 151.55 | '' | S | 1yes
|
3 | true | -1 | 1 | 1 | 2661 | 15.2458 | '' | C | 1yes
|
1 | false | 24 | 0 | 0 | 'PC 17482' | 49.5042 | C90 | C | 1yes
|
1 | true | -1 | 0 | 0 | 113028 | 26.55 | C124 | S | 0no
|
1 | true | 48 | 1 | 0 | 19996 | 52 | C126 | S | 1yes
|
3 | true | 29 | 0 | 0 | 7545 | 9.4833 | '' | S | 0no
|
2 | true | 52 | 0 | 0 | 250647 | 13 | '' | S | 0no
|
3 | true | 19 | 0 | 0 | 348124 | 7.65 | 'F G73' | S | 0no
|
1 | false | 38 | 0 | 0 | 'PC 17757' | 227.525 | C45 | C | 1yes
|
2 | false | 27 | 0 | 0 | 34218 | 10.5 | E101 | S | 1yes
|
3 | true | -1 | 0 | 0 | 36568 | 15.5 | '' | Q | 0no
|
3 | true | 33 | 0 | 0 | 347062 | 7.775 | '' | S | 0no
|
2 | false | 6 | 0 | 1 | 248727 | 33 | '' | S | 1yes
|
3 | true | 17 | 1 | 0 | 350048 | 7.0542 | '' | S | 0no
|
2 | true | 34 | 0 | 0 | 12233 | 13 | '' | S | 0no
|
2 | true | 50 | 0 | 0 | 250643 | 13 | '' | S | 0no
|
1 | true | 27 | 1 | 0 | 113806 | 53.1 | E8 | S | 1yes
|
3 | true | 20 | 0 | 0 | 315094 | 8.6625 | '' | S | 0no
|
2 | false | 30 | 3 | 0 | 31027 | 21 | '' | S | 1yes
|
3 | false | -1 | 0 | 0 | 36866 | 7.7375 | '' | Q | 1yes
|
2 | true | 25 | 1 | 0 | 236853 | 26 | '' | S | 0no
|
3 | false | 25 | 1 | 0 | 'STON/O2. 3101271' | 7.925 | '' | S | 0no
|
1 | false | 29 | 0 | 0 | 24160 | 211.3375 | B5 | S | 1yes
|
3 | true | 11 | 0 | 0 | 2699 | 18.7875 | '' | C | 0no
|
2 | true | -1 | 0 | 0 | 239855 | 0 | '' | S | 0no
|
2 | true | 23 | 0 | 0 | 28425 | 13 | '' | S | 0no
|
2 | true | 23 | 0 | 0 | 233639 | 13 | '' | S | 0no
|
3 | true | 28.5 | 0 | 0 | 54636 | 16.1 | '' | S | 0no
|
3 | false | 48 | 1 | 3 | 'W./C. 6608' | 34.375 | '' | S | 0no
|
1 | true | 35 | 0 | 0 | 'PC 17755' | 512.3292 | B101 | C | 1yes
|
3 | true | -1 | 0 | 0 | 349201 | 7.8958 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 349218 | 7.8958 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 16988 | 30 | D45 | S | 1yes
|
1 | true | 36 | 1 | 0 | 19877 | 78.85 | C46 | S | 0no
|
1 | false | 21 | 2 | 2 | 'PC 17608' | 262.375 | 'B57 B59 B63 B66' | C | 1yes
|
3 | true | 24 | 1 | 0 | 376566 | 16.1 | '' | S | 0no
|
3 | true | 31 | 0 | 0 | 'STON/O 2. 3101288' | 7.925 | '' | S | 1yes
|
1 | true | 70 | 1 | 1 | 'WE/P 5735' | 71 | B22 | S | 0no
|
3 | true | 16 | 1 | 1 | 'C.A. 2673' | 20.25 | '' | S | 0no
|
2 | false | 30 | 0 | 0 | 250648 | 13 | '' | S | 1yes
|
1 | true | 19 | 1 | 0 | 113773 | 53.1 | D30 | S | 0no
|
3 | true | 31 | 0 | 0 | 335097 | 7.75 | '' | Q | 0no
|
2 | false | 4 | 1 | 1 | 29103 | 23 | '' | S | 1yes
|
3 | true | 6 | 0 | 1 | 392096 | 12.475 | E121 | S | 1yes
|
3 | true | 33 | 0 | 0 | 345780 | 9.5 | '' | S | 0no
|
3 | true | 23 | 0 | 0 | 349204 | 7.8958 | '' | S | 0no
|
2 | false | 48 | 1 | 2 | 220845 | 65 | '' | S | 1yes
|
2 | true | 0.67 | 1 | 1 | 250649 | 14.5 | '' | S | 1yes
|
3 | true | 28 | 0 | 0 | 350042 | 7.7958 | '' | S | 0no
|
2 | true | 18 | 0 | 0 | 29108 | 11.5 | '' | S | 0no
|
3 | true | 34 | 0 | 0 | 363294 | 8.05 | '' | S | 0no
|
1 | false | 33 | 0 | 0 | 110152 | 86.5 | B77 | S | 1yes
|
3 | true | -1 | 0 | 0 | 358585 | 14.5 | '' | S | 0no
|
3 | true | 41 | 0 | 0 | 'SOTON/O2 3101272' | 7.125 | '' | S | 0no
|
3 | true | 20 | 0 | 0 | 2663 | 7.2292 | '' | C | 1yes
|
1 | false | 36 | 1 | 2 | 113760 | 120 | 'B96 B98' | S | 1yes
|
3 | true | 16 | 0 | 0 | 347074 | 7.775 | '' | S | 0no
|
1 | false | 51 | 1 | 0 | 13502 | 77.9583 | D11 | S | 1yes
|
1 | true | -1 | 0 | 0 | 112379 | 39.6 | '' | C | 0no
|
3 | false | 30.5 | 0 | 0 | 364850 | 7.75 | '' | Q | 0no
|
3 | true | -1 | 1 | 0 | 371110 | 24.15 | '' | Q | 0no
|
3 | true | 32 | 0 | 0 | 8471 | 8.3625 | '' | S | 0no
|
3 | true | 24 | 0 | 0 | 345781 | 9.5 | '' | S | 0no
|
3 | true | 48 | 0 | 0 | 350047 | 7.8542 | '' | S | 0no
|
2 | false | 57 | 0 | 0 | 'S.O./P.P. 3' | 10.5 | E77 | S | 0no
|
3 | true | -1 | 0 | 0 | 2674 | 7.225 | '' | C | 0no
|
2 | false | 54 | 1 | 3 | 29105 | 23 | '' | S | 1yes
|
3 | true | 18 | 0 | 0 | 347078 | 7.75 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 383121 | 7.75 | F38 | Q | 0no
|
3 | false | 5 | 0 | 0 | 364516 | 12.475 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 36865 | 7.7375 | '' | Q | 0no
|
1 | false | 43 | 0 | 1 | 24160 | 211.3375 | B3 | S | 1yes
|
3 | false | 13 | 0 | 0 | 2687 | 7.2292 | '' | C | 1yes
|
1 | false | 17 | 1 | 0 | 17474 | 57 | B20 | S | 1yes
|
1 | true | 29 | 0 | 0 | 113501 | 30 | D6 | S | 0no
|
3 | true | -1 | 1 | 2 | 'W./C. 6607' | 23.45 | '' | S | 0no
|
3 | true | 25 | 0 | 0 | 'SOTON/O.Q. 3101312' | 7.05 | '' | S | 0no
|
3 | true | 25 | 0 | 0 | 374887 | 7.25 | '' | S | 0no
|
3 | false | 18 | 0 | 0 | 3101265 | 7.4958 | '' | S | 1yes
|
3 | true | 8 | 4 | 1 | 382652 | 29.125 | '' | Q | 0no
|
3 | true | 1 | 1 | 2 | 'C.A. 2315' | 20.575 | '' | S | 1yes
|
1 | true | 46 | 0 | 0 | 'PC 17593' | 79.2 | 'B82 B84' | C | 0no
|
3 | true | -1 | 0 | 0 | 12460 | 7.75 | '' | Q | 0no
|
2 | true | 16 | 0 | 0 | 239865 | 26 | '' | S | 0no
|
3 | false | -1 | 8 | 2 | 'CA. 2343' | 69.55 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 'PC 17600' | 30.6958 | '' | C | 0no
|
3 | true | 25 | 0 | 0 | 349203 | 7.8958 | '' | S | 0no
|
2 | true | 39 | 0 | 0 | 28213 | 13 | '' | S | 0no
|
1 | false | 49 | 0 | 0 | 17465 | 25.9292 | D17 | S | 1yes
|
3 | false | 31 | 0 | 0 | 349244 | 8.6833 | '' | S | 1yes
|
3 | true | 30 | 0 | 0 | 2685 | 7.2292 | '' | C | 0no
|
3 | false | 30 | 1 | 1 | 345773 | 24.15 | '' | S | 0no
|