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 | true | 22 | 1 | 0 | 'A/5 21171' | 7.25 | '' | S | 0no
|
1 | false | 38 | 1 | 0 | 'PC 17599' | 71.2833 | C85 | C | 1yes
|
3 | false | 26 | 0 | 0 | 'STON/O2. 3101282' | 7.925 | '' | S | 1yes
|
1 | false | 35 | 1 | 0 | 113803 | 53.1 | C123 | S | 1yes
|
3 | true | 35 | 0 | 0 | 373450 | 8.05 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 330877 | 8.4583 | '' | Q | 0no
|
1 | true | 54 | 0 | 0 | 17463 | 51.8625 | E46 | S | 0no
|
3 | true | 2 | 3 | 1 | 349909 | 21.075 | '' | S | 0no
|
3 | false | 27 | 0 | 2 | 347742 | 11.1333 | '' | S | 1yes
|
2 | false | 14 | 1 | 0 | 237736 | 30.0708 | '' | C | 1yes
|
3 | false | 4 | 1 | 1 | 'PP 9549' | 16.7 | G6 | S | 1yes
|
1 | false | 58 | 0 | 0 | 113783 | 26.55 | C103 | S | 1yes
|
3 | true | 20 | 0 | 0 | 'A/5. 2151' | 8.05 | '' | S | 0no
|
3 | true | 39 | 1 | 5 | 347082 | 31.275 | '' | S | 0no
|
3 | false | 14 | 0 | 0 | 350406 | 7.8542 | '' | S | 0no
|
2 | false | 55 | 0 | 0 | 248706 | 16 | '' | S | 1yes
|
3 | true | 2 | 4 | 1 | 382652 | 29.125 | '' | Q | 0no
|
2 | true | -1 | 0 | 0 | 244373 | 13 | '' | S | 1yes
|
3 | false | 31 | 1 | 0 | 345763 | 18 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 2649 | 7.225 | '' | C | 1yes
|
2 | true | 35 | 0 | 0 | 239865 | 26 | '' | S | 0no
|
2 | true | 34 | 0 | 0 | 248698 | 13 | D56 | S | 1yes
|
3 | false | 15 | 0 | 0 | 330923 | 8.0292 | '' | Q | 1yes
|
1 | true | 28 | 0 | 0 | 113788 | 35.5 | A6 | S | 1yes
|
3 | false | 8 | 3 | 1 | 349909 | 21.075 | '' | S | 0no
|
3 | false | 38 | 1 | 5 | 347077 | 31.3875 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 2631 | 7.225 | '' | C | 0no
|
1 | true | 19 | 3 | 2 | 19950 | 263 | 'C23 C25 C27' | S | 0no
|
3 | false | -1 | 0 | 0 | 330959 | 7.8792 | '' | Q | 1yes
|
3 | true | -1 | 0 | 0 | 349216 | 7.8958 | '' | S | 0no
|
1 | true | 40 | 0 | 0 | 'PC 17601' | 27.7208 | '' | C | 0no
|
1 | false | -1 | 1 | 0 | 'PC 17569' | 146.5208 | B78 | C | 1yes
|
3 | false | -1 | 0 | 0 | 335677 | 7.75 | '' | Q | 1yes
|
2 | true | 66 | 0 | 0 | 'C.A. 24579' | 10.5 | '' | S | 0no
|
1 | true | 28 | 1 | 0 | 'PC 17604' | 82.1708 | '' | C | 0no
|
1 | true | 42 | 1 | 0 | 113789 | 52 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 2677 | 7.2292 | '' | C | 1yes
|
3 | true | 21 | 0 | 0 | 'A./5. 2152' | 8.05 | '' | S | 0no
|
3 | false | 18 | 2 | 0 | 345764 | 18 | '' | S | 0no
|
3 | false | 14 | 1 | 0 | 2651 | 11.2417 | '' | C | 1yes
|
3 | false | 40 | 1 | 0 | 7546 | 9.475 | '' | S | 0no
|
2 | false | 27 | 1 | 0 | 11668 | 21 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 349253 | 7.8958 | '' | C | 0no
|
2 | false | 3 | 1 | 2 | 'SC/Paris 2123' | 41.5792 | '' | C | 1yes
|
3 | false | 19 | 0 | 0 | 330958 | 7.8792 | '' | Q | 1yes
|
3 | true | -1 | 0 | 0 | 'S.C./A.4. 23567' | 8.05 | '' | S | 0no
|
3 | true | -1 | 1 | 0 | 370371 | 15.5 | '' | Q | 0no
|
3 | false | -1 | 0 | 0 | 14311 | 7.75 | '' | Q | 1yes
|
3 | true | -1 | 2 | 0 | 2662 | 21.6792 | '' | C | 0no
|
3 | false | 18 | 1 | 0 | 349237 | 17.8 | '' | S | 0no
|
3 | true | 7 | 4 | 1 | 3101295 | 39.6875 | '' | S | 0no
|
3 | true | 21 | 0 | 0 | 'A/4. 39886' | 7.8 | '' | S | 0no
|
1 | false | 49 | 1 | 0 | 'PC 17572' | 76.7292 | D33 | C | 1yes
|
2 | false | 29 | 1 | 0 | 2926 | 26 | '' | S | 1yes
|
1 | true | 65 | 0 | 1 | 113509 | 61.9792 | B30 | C | 0no
|
1 | true | -1 | 0 | 0 | 19947 | 35.5 | C52 | S | 1yes
|
2 | false | 21 | 0 | 0 | 'C.A. 31026' | 10.5 | '' | S | 1yes
|
3 | true | 28.5 | 0 | 0 | 2697 | 7.2292 | '' | C | 0no
|
2 | false | 5 | 1 | 2 | 'C.A. 34651' | 27.75 | '' | S | 1yes
|
3 | true | 11 | 5 | 2 | 'CA 2144' | 46.9 | '' | S | 0no
|
3 | true | 22 | 0 | 0 | 2669 | 7.2292 | '' | C | 0no
|
1 | false | 38 | 0 | 0 | 113572 | 80 | B28 | '' | 1yes
|
1 | true | 45 | 1 | 0 | 36973 | 83.475 | C83 | S | 0no
|
3 | true | 4 | 3 | 2 | 347088 | 27.9 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 'PC 17605' | 27.7208 | '' | C | 0no
|
3 | true | -1 | 1 | 1 | 2661 | 15.2458 | '' | C | 1yes
|
2 | false | 29 | 0 | 0 | 'C.A. 29395' | 10.5 | F33 | S | 1yes
|
3 | true | 19 | 0 | 0 | 'S.P. 3464' | 8.1583 | '' | S | 0no
|
3 | false | 17 | 4 | 2 | 3101281 | 7.925 | '' | S | 1yes
|
3 | true | 26 | 2 | 0 | 315151 | 8.6625 | '' | S | 0no
|
2 | true | 32 | 0 | 0 | 'C.A. 33111' | 10.5 | '' | S | 0no
|
3 | false | 16 | 5 | 2 | 'CA 2144' | 46.9 | '' | S | 0no
|
2 | true | 21 | 0 | 0 | 'S.O.C. 14879' | 73.5 | '' | S | 0no
|
3 | true | 26 | 1 | 0 | 2680 | 14.4542 | '' | C | 0no
|
3 | true | 32 | 0 | 0 | 1601 | 56.4958 | '' | S | 1yes
|
3 | true | 25 | 0 | 0 | 348123 | 7.65 | 'F G73' | S | 0no
|
3 | true | -1 | 0 | 0 | 349208 | 7.8958 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 374746 | 8.05 | '' | S | 0no
|
2 | true | 0.83 | 0 | 2 | 248738 | 29 | '' | S | 1yes
|
3 | false | 30 | 0 | 0 | 364516 | 12.475 | '' | S | 1yes
|
3 | true | 22 | 0 | 0 | 345767 | 9 | '' | S | 0no
|
3 | true | 29 | 0 | 0 | 345779 | 9.5 | '' | S | 1yes
|
3 | false | -1 | 0 | 0 | 330932 | 7.7875 | '' | Q | 1yes
|
1 | true | 28 | 0 | 0 | 113059 | 47.1 | '' | S | 0no
|
2 | false | 17 | 0 | 0 | 'SO/C 14885' | 10.5 | '' | S | 1yes
|
3 | false | 33 | 3 | 0 | 3101278 | 15.85 | '' | S | 1yes
|
3 | true | 16 | 1 | 3 | 'W./C. 6608' | 34.375 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 'SOTON/OQ 392086' | 8.05 | '' | S | 0no
|
1 | false | 23 | 3 | 2 | 19950 | 263 | 'C23 C25 C27' | S | 1yes
|
3 | true | 24 | 0 | 0 | 343275 | 8.05 | '' | S | 0no
|
3 | true | 29 | 0 | 0 | 343276 | 8.05 | '' | S | 0no
|
3 | true | 20 | 0 | 0 | 347466 | 7.8542 | '' | S | 0no
|
1 | true | 46 | 1 | 0 | 'W.E.P. 5734' | 61.175 | E31 | S | 0no
|
3 | true | 26 | 1 | 2 | 'C.A. 2315' | 20.575 | '' | S | 0no
|
3 | true | 59 | 0 | 0 | 364500 | 7.25 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 374910 | 8.05 | '' | S | 0no
|
1 | true | 71 | 0 | 0 | 'PC 17754' | 34.6542 | A5 | C | 0no
|
1 | true | 23 | 0 | 1 | 'PC 17759' | 63.3583 | 'D10 D12' | C | 1yes
|
2 | false | 34 | 0 | 1 | 231919 | 23 | '' | S | 1yes
|
2 | true | 34 | 1 | 0 | 244367 | 26 | '' | S | 0no
|