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 |
|---|---|---|---|---|---|---|---|---|---|
2 | false | 24 | 2 | 1 | 243847 | 27 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 349214 | 7.8958 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 113796 | 42.4 | '' | S | 0no
|
3 | true | 44 | 0 | 0 | 364511 | 8.05 | '' | S | 0no
|
1 | true | 35 | 0 | 0 | 111426 | 26.55 | '' | C | 1yes
|
3 | true | 36 | 1 | 0 | 349910 | 15.55 | '' | S | 0no
|
3 | true | 30 | 0 | 0 | 349246 | 7.8958 | '' | S | 0no
|
1 | true | 27 | 0 | 0 | 113804 | 30.5 | '' | S | 1yes
|
2 | false | 22 | 1 | 2 | 'SC/Paris 2123' | 41.5792 | '' | C | 1yes
|
1 | false | 40 | 0 | 0 | 'PC 17582' | 153.4625 | C125 | S | 1yes
|
3 | false | 39 | 1 | 5 | 347082 | 31.275 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 'SOTON/O.Q. 3101305' | 7.05 | '' | S | 0no
|
3 | false | -1 | 1 | 0 | 367230 | 15.5 | '' | Q | 1yes
|
3 | true | -1 | 0 | 0 | 370377 | 7.75 | '' | Q | 0no
|
3 | true | 35 | 0 | 0 | 364512 | 8.05 | '' | S | 0no
|
2 | false | 24 | 1 | 2 | 220845 | 65 | '' | S | 1yes
|
3 | true | 34 | 1 | 1 | 347080 | 14.4 | '' | S | 0no
|
3 | false | 26 | 1 | 0 | 'A/5. 3336' | 16.1 | '' | S | 0no
|
2 | false | 4 | 2 | 1 | 230136 | 39 | F4 | S | 1yes
|
2 | true | 26 | 0 | 0 | 31028 | 10.5 | '' | S | 0no
|
3 | true | 27 | 1 | 0 | 2659 | 14.4542 | '' | C | 0no
|
1 | true | 42 | 1 | 0 | 11753 | 52.5542 | D19 | S | 1yes
|
3 | true | 20 | 1 | 1 | 2653 | 15.7417 | '' | C | 1yes
|
3 | true | 21 | 0 | 0 | 350029 | 7.8542 | '' | S | 0no
|
3 | true | 21 | 0 | 0 | 54636 | 16.1 | '' | S | 0no
|
1 | true | 61 | 0 | 0 | 36963 | 32.3208 | D50 | S | 0no
|
2 | true | 57 | 0 | 0 | 219533 | 12.35 | '' | Q | 0no
|
1 | false | 21 | 0 | 0 | 13502 | 77.9583 | D9 | S | 1yes
|
3 | true | 26 | 0 | 0 | 349224 | 7.8958 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 334912 | 7.7333 | '' | Q | 0no
|
1 | true | 80 | 0 | 0 | 27042 | 30 | A23 | S | 1yes
|
3 | true | 51 | 0 | 0 | 347743 | 7.0542 | '' | S | 0no
|
1 | true | 32 | 0 | 0 | 13214 | 30.5 | B50 | C | 1yes
|
1 | true | -1 | 0 | 0 | 112052 | 0 | '' | S | 0no
|
3 | false | 9 | 3 | 2 | 347088 | 27.9 | '' | S | 0no
|
2 | false | 28 | 0 | 0 | 237668 | 13 | '' | S | 1yes
|
3 | true | 32 | 0 | 0 | 'STON/O 2. 3101292' | 7.925 | '' | S | 0no
|
2 | true | 31 | 1 | 1 | 'C.A. 31921' | 26.25 | '' | S | 0no
|
3 | false | 41 | 0 | 5 | 3101295 | 39.6875 | '' | S | 0no
|
3 | true | -1 | 1 | 0 | 376564 | 16.1 | '' | S | 0no
|
3 | true | 20 | 0 | 0 | 350050 | 7.8542 | '' | S | 0no
|
1 | false | 24 | 0 | 0 | 'PC 17477' | 69.3 | B35 | C | 1yes
|
3 | false | 2 | 3 | 2 | 347088 | 27.9 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 1601 | 56.4958 | '' | S | 1yes
|
3 | false | 0.75 | 2 | 1 | 2666 | 19.2583 | '' | C | 1yes
|
1 | true | 48 | 1 | 0 | 'PC 17572' | 76.7292 | D33 | C | 1yes
|
3 | true | 19 | 0 | 0 | 349231 | 7.8958 | '' | S | 0no
|
1 | true | 56 | 0 | 0 | 13213 | 35.5 | A26 | C | 1yes
|
3 | true | -1 | 0 | 0 | 'S.O./P.P. 751' | 7.55 | '' | S | 0no
|
3 | false | 23 | 0 | 0 | 'CA. 2314' | 7.55 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 349221 | 7.8958 | '' | S | 0no
|
2 | false | 18 | 0 | 1 | 231919 | 23 | '' | S | 1yes
|
3 | true | 21 | 0 | 0 | 8475 | 8.4333 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 330919 | 7.8292 | '' | Q | 1yes
|
3 | false | 18 | 0 | 0 | 365226 | 6.75 | '' | Q | 0no
|
2 | true | 24 | 2 | 0 | 'S.O.C. 14879' | 73.5 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 349223 | 7.8958 | '' | S | 0no
|
3 | false | 32 | 1 | 1 | 364849 | 15.5 | '' | Q | 0no
|
2 | true | 23 | 0 | 0 | 29751 | 13 | '' | S | 0no
|
1 | true | 58 | 0 | 2 | 35273 | 113.275 | D48 | C | 0no
|
1 | true | 50 | 2 | 0 | 'PC 17611' | 133.65 | '' | S | 1yes
|
3 | true | 40 | 0 | 0 | 2623 | 7.225 | '' | C | 0no
|
1 | true | 47 | 0 | 0 | 5727 | 25.5875 | E58 | S | 0no
|
3 | true | 36 | 0 | 0 | 349210 | 7.4958 | '' | S | 0no
|
3 | true | 20 | 1 | 0 | 'STON/O 2. 3101285' | 7.925 | '' | S | 1yes
|
2 | true | 32 | 2 | 0 | 'S.O.C. 14879' | 73.5 | '' | S | 0no
|
2 | true | 25 | 0 | 0 | 234686 | 13 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 312993 | 7.775 | '' | S | 0no
|
3 | true | 43 | 0 | 0 | 'A/5 3536' | 8.05 | '' | S | 0no
|
1 | false | -1 | 1 | 0 | 19996 | 52 | C126 | S | 1yes
|
2 | false | 40 | 1 | 1 | 29750 | 39 | '' | S | 1yes
|
1 | true | 31 | 1 | 0 | 'F.C. 12750' | 52 | B71 | S | 0no
|
2 | true | 70 | 0 | 0 | 'C.A. 24580' | 10.5 | '' | S | 0no
|
2 | true | 31 | 0 | 0 | 244270 | 13 | '' | S | 1yes
|
2 | true | -1 | 0 | 0 | 239856 | 0 | '' | S | 0no
|
3 | true | 18 | 0 | 0 | 349912 | 7.775 | '' | S | 0no
|
3 | true | 24.5 | 0 | 0 | 342826 | 8.05 | '' | S | 0no
|
3 | false | 18 | 0 | 0 | 4138 | 9.8417 | '' | S | 1yes
|
3 | false | 43 | 1 | 6 | 'CA 2144' | 46.9 | '' | S | 0no
|
1 | true | 36 | 0 | 1 | 'PC 17755' | 512.3292 | 'B51 B53 B55' | C | 1yes
|
3 | false | -1 | 0 | 0 | 330935 | 8.1375 | '' | Q | 0no
|
1 | true | 27 | 0 | 0 | 'PC 17572' | 76.7292 | D49 | C | 1yes
|
3 | true | 20 | 0 | 0 | 6563 | 9.225 | '' | S | 0no
|
3 | true | 14 | 5 | 2 | 'CA 2144' | 46.9 | '' | S | 0no
|
2 | true | 60 | 1 | 1 | 29750 | 39 | '' | S | 0no
|
2 | true | 25 | 1 | 2 | 'SC/Paris 2123' | 41.5792 | '' | C | 0no
|
3 | true | 14 | 4 | 1 | 3101295 | 39.6875 | '' | S | 0no
|
3 | true | 19 | 0 | 0 | 349228 | 10.1708 | '' | S | 0no
|
3 | true | 18 | 0 | 0 | 350036 | 7.7958 | '' | S | 0no
|
1 | false | 15 | 0 | 1 | 24160 | 211.3375 | B5 | S | 1yes
|
1 | true | 31 | 1 | 0 | 17474 | 57 | B20 | S | 1yes
|
3 | false | 4 | 0 | 1 | 349256 | 13.4167 | '' | C | 1yes
|
3 | true | -1 | 0 | 0 | 1601 | 56.4958 | '' | S | 1yes
|
3 | true | 25 | 0 | 0 | 2672 | 7.225 | '' | C | 0no
|
1 | true | 60 | 0 | 0 | 113800 | 26.55 | '' | S | 0no
|
2 | true | 52 | 0 | 0 | 248731 | 13.5 | '' | S | 0no
|
3 | true | 44 | 0 | 0 | 363592 | 8.05 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 35852 | 7.7333 | '' | Q | 1yes
|
1 | true | 49 | 1 | 1 | 17421 | 110.8833 | C68 | C | 0no
|
3 | true | 42 | 0 | 0 | 348121 | 7.65 | 'F G63' | S | 0no
|