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 |
|---|---|---|---|---|---|---|---|---|---|
3 | false | -1 | 0 | 0 | 9234 | 7.75 | '' | Q | 1yes
|
3 | true | -1 | 2 | 0 | 367226 | 23.25 | '' | Q | 1yes
|
3 | true | 19 | 0 | 0 | LINE | 0 | '' | S | 0no
|
2 | false | -1 | 0 | 0 | 226593 | 12.35 | E101 | Q | 1yes
|
3 | true | -1 | 0 | 0 | 'A/5 2466' | 8.05 | '' | S | 0no
|
1 | true | 0.92 | 1 | 2 | 113781 | 151.55 | 'C22 C26' | S | 1yes
|
1 | false | -1 | 0 | 0 | 17421 | 110.8833 | '' | C | 1yes
|
1 | false | 17 | 1 | 0 | 'PC 17758' | 108.9 | C65 | C | 1yes
|
2 | true | 30 | 1 | 0 | 'P/PP 3381' | 24 | '' | C | 0no
|
1 | false | 30 | 0 | 0 | 'PC 17485' | 56.9292 | E36 | C | 1yes
|
1 | false | 24 | 0 | 0 | 11767 | 83.1583 | C54 | C | 1yes
|
1 | false | 18 | 2 | 2 | 'PC 17608' | 262.375 | 'B57 B59 B63 B66' | C | 1yes
|
2 | false | 26 | 1 | 1 | 250651 | 26 | '' | S | 0no
|
3 | true | 28 | 0 | 0 | 349243 | 7.8958 | '' | S | 0no
|
2 | true | 43 | 1 | 1 | 'F.C.C. 13529' | 26.25 | '' | S | 0no
|
3 | false | 26 | 0 | 0 | 347470 | 7.8542 | '' | S | 1yes
|
2 | false | 24 | 1 | 0 | 244367 | 26 | '' | S | 1yes
|
2 | true | 54 | 0 | 0 | 29011 | 14 | '' | S | 0no
|
1 | false | 31 | 0 | 2 | 36928 | 164.8667 | C7 | S | 1yes
|
1 | false | 40 | 1 | 1 | 16966 | 134.5 | E34 | C | 1yes
|
3 | true | 22 | 0 | 0 | 'A/5 21172' | 7.25 | '' | S | 0no
|
3 | true | 27 | 0 | 0 | 349219 | 7.8958 | '' | S | 0no
|
2 | false | 30 | 0 | 0 | 234818 | 12.35 | '' | Q | 1yes
|
2 | false | 22 | 1 | 1 | 248738 | 29 | '' | S | 1yes
|
3 | true | -1 | 8 | 2 | 'CA. 2343' | 69.55 | '' | S | 0no
|
1 | false | 36 | 0 | 0 | 'PC 17760' | 135.6333 | C32 | C | 1yes
|
3 | true | 61 | 0 | 0 | 345364 | 6.2375 | '' | S | 0no
|
2 | false | 36 | 0 | 0 | 28551 | 13 | D | S | 1yes
|
3 | false | 31 | 1 | 1 | 363291 | 20.525 | '' | S | 1yes
|
1 | false | 16 | 0 | 1 | 111361 | 57.9792 | B18 | C | 1yes
|
3 | false | -1 | 2 | 0 | 367226 | 23.25 | '' | Q | 1yes
|
1 | true | 45.5 | 0 | 0 | 113043 | 28.5 | C124 | S | 0no
|
1 | true | 38 | 0 | 1 | 'PC 17582' | 153.4625 | C91 | S | 0no
|
3 | true | 16 | 2 | 0 | 345764 | 18 | '' | S | 0no
|
1 | false | -1 | 1 | 0 | 'PC 17611' | 133.65 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 349225 | 7.8958 | '' | S | 0no
|
1 | true | 29 | 1 | 0 | 113776 | 66.6 | C2 | S | 0no
|
1 | false | 41 | 0 | 0 | 16966 | 134.5 | E40 | C | 1yes
|
3 | true | 45 | 0 | 0 | 7598 | 8.05 | '' | S | 1yes
|
1 | true | 45 | 0 | 0 | 113784 | 35.5 | T | S | 0no
|
2 | true | 2 | 1 | 1 | 230080 | 26 | F2 | S | 1yes
|
1 | false | 24 | 3 | 2 | 19950 | 263 | 'C23 C25 C27' | S | 1yes
|
2 | true | 28 | 0 | 0 | 248740 | 13 | '' | S | 0no
|
2 | true | 25 | 0 | 0 | 244361 | 13 | '' | S | 0no
|
2 | true | 36 | 0 | 0 | 229236 | 13 | '' | S | 0no
|
2 | false | 24 | 0 | 0 | 248733 | 13 | F33 | S | 1yes
|
2 | false | 40 | 0 | 0 | 31418 | 13 | '' | S | 1yes
|
3 | false | -1 | 1 | 0 | 386525 | 16.1 | '' | S | 1yes
|
3 | true | 3 | 1 | 1 | 'C.A. 37671' | 15.9 | '' | S | 1yes
|
3 | true | 42 | 0 | 0 | 315088 | 8.6625 | '' | S | 0no
|
3 | true | 23 | 0 | 0 | 7267 | 9.225 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 113510 | 35 | C128 | S | 0no
|
3 | true | 15 | 1 | 1 | 2695 | 7.2292 | '' | C | 0no
|
3 | true | 25 | 1 | 0 | 349237 | 17.8 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 2647 | 7.225 | '' | C | 0no
|
3 | true | 28 | 0 | 0 | 345783 | 9.5 | '' | S | 0no
|
1 | false | 22 | 0 | 1 | 113505 | 55 | E33 | S | 1yes
|
2 | false | 38 | 0 | 0 | 237671 | 13 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 330931 | 7.8792 | '' | Q | 1yes
|
3 | false | -1 | 0 | 0 | 330980 | 7.8792 | '' | Q | 1yes
|
3 | true | 40 | 1 | 4 | 347088 | 27.9 | '' | S | 0no
|
2 | true | 29 | 1 | 0 | 'SC/PARIS 2167' | 27.7208 | '' | C | 0no
|
3 | false | 45 | 0 | 1 | 2691 | 14.4542 | '' | C | 0no
|
3 | true | 35 | 0 | 0 | 'SOTON/O.Q. 3101310' | 7.05 | '' | S | 0no
|
3 | true | -1 | 1 | 0 | 370365 | 15.5 | '' | Q | 0no
|
3 | true | 30 | 0 | 0 | 'C 7076' | 7.25 | '' | S | 0no
|
1 | false | 60 | 1 | 0 | 110813 | 75.25 | D37 | C | 1yes
|
3 | false | -1 | 0 | 0 | 2626 | 7.2292 | '' | C | 1yes
|
3 | false | -1 | 0 | 0 | 14313 | 7.75 | '' | Q | 1yes
|
1 | false | 24 | 0 | 0 | 'PC 17477' | 69.3 | B35 | C | 1yes
|
1 | true | 25 | 1 | 0 | 11765 | 55.4417 | E50 | C | 1yes
|
3 | true | 18 | 1 | 0 | 3101267 | 6.4958 | '' | S | 0no
|
3 | true | 19 | 0 | 0 | 323951 | 8.05 | '' | S | 0no
|
1 | true | 22 | 0 | 0 | 'PC 17760' | 135.6333 | '' | C | 0no
|
3 | false | 3 | 3 | 1 | 349909 | 21.075 | '' | S | 0no
|
1 | false | -1 | 1 | 0 | 'PC 17604' | 82.1708 | '' | C | 1yes
|
3 | false | 22 | 0 | 0 | 'C 7077' | 7.25 | '' | S | 1yes
|
1 | true | 27 | 0 | 2 | 113503 | 211.5 | C82 | C | 0no
|
3 | true | 20 | 0 | 0 | 2648 | 4.0125 | '' | C | 0no
|
3 | true | 19 | 0 | 0 | 347069 | 7.775 | '' | S | 0no
|
1 | false | 42 | 0 | 0 | 'PC 17757' | 227.525 | '' | C | 1yes
|
3 | false | 1 | 0 | 2 | 2653 | 15.7417 | '' | C | 1yes
|
3 | true | 32 | 0 | 0 | 'STON/O 2. 3101293' | 7.925 | '' | S | 0no
|
1 | false | 35 | 1 | 0 | 113789 | 52 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 349227 | 7.8958 | '' | S | 0no
|
2 | true | 18 | 0 | 0 | 'S.O.C. 14879' | 73.5 | '' | S | 0no
|
3 | true | 1 | 5 | 2 | 'CA 2144' | 46.9 | '' | S | 0no
|
2 | false | 36 | 0 | 0 | 27849 | 13 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 367655 | 7.7292 | '' | Q | 0no
|
2 | false | 17 | 0 | 0 | 'SC 1748' | 12 | '' | C | 1yes
|
1 | true | 36 | 1 | 2 | 113760 | 120 | 'B96 B98' | S | 1yes
|
3 | true | 21 | 0 | 0 | 350034 | 7.7958 | '' | S | 1yes
|
3 | true | 28 | 2 | 0 | 3101277 | 7.925 | '' | S | 0no
|
1 | false | 23 | 1 | 0 | 35273 | 113.275 | D36 | C | 1yes
|
3 | false | 24 | 0 | 2 | 'PP 9549' | 16.7 | G6 | S | 1yes
|
3 | true | 22 | 0 | 0 | 350052 | 7.7958 | '' | S | 0no
|
3 | false | 31 | 0 | 0 | 350407 | 7.8542 | '' | S | 0no
|
2 | true | 46 | 0 | 0 | 28403 | 26 | '' | S | 0no
|
2 | true | 23 | 0 | 0 | 244278 | 10.5 | '' | S | 0no
|
2 | false | 28 | 0 | 0 | 240929 | 12.65 | '' | S | 1yes
|