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 | 17 | 0 | 0 | 315086 | 8.6625 | '' | S | 0no
|
3 | false | 21 | 0 | 0 | 364846 | 7.75 | '' | Q | 0no
|
3 | false | -1 | 0 | 0 | 330909 | 7.6292 | '' | Q | 0no
|
3 | false | 37 | 0 | 0 | 4135 | 9.5875 | '' | S | 0no
|
1 | false | 16 | 0 | 0 | 110152 | 86.5 | B79 | S | 1yes
|
1 | true | 18 | 1 | 0 | 'PC 17758' | 108.9 | C65 | C | 0no
|
2 | false | 33 | 0 | 2 | 26360 | 26 | '' | S | 1yes
|
1 | true | -1 | 0 | 0 | 111427 | 26.55 | '' | S | 1yes
|
3 | true | 28 | 0 | 0 | 'C 4001' | 22.525 | '' | S | 0no
|
3 | true | 26 | 0 | 0 | 1601 | 56.4958 | '' | S | 1yes
|
3 | true | 29 | 0 | 0 | 382651 | 7.75 | '' | Q | 1yes
|
3 | true | -1 | 0 | 0 | 'SOTON/OQ 3101316' | 8.05 | '' | S | 0no
|
1 | true | 36 | 0 | 0 | 'PC 17473' | 26.2875 | E25 | S | 1yes
|
1 | false | 54 | 1 | 0 | 'PC 17603' | 59.4 | '' | C | 1yes
|
3 | true | 24 | 0 | 0 | 349209 | 7.4958 | '' | S | 0no
|
1 | true | 47 | 0 | 0 | 36967 | 34.0208 | D46 | S | 0no
|
2 | false | 34 | 0 | 0 | 'C.A. 34260' | 10.5 | F33 | S | 1yes
|
3 | true | -1 | 0 | 0 | 371110 | 24.15 | '' | Q | 0no
|
2 | false | 36 | 1 | 0 | 226875 | 26 | '' | S | 1yes
|
3 | true | 32 | 0 | 0 | 349242 | 7.8958 | '' | S | 0no
|
1 | false | 30 | 0 | 0 | 12749 | 93.5 | B73 | S | 1yes
|
3 | true | 22 | 0 | 0 | 349252 | 7.8958 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 2624 | 7.225 | '' | C | 0no
|
1 | false | 44 | 0 | 1 | 111361 | 57.9792 | B18 | C | 1yes
|
3 | true | -1 | 0 | 0 | 2700 | 7.2292 | '' | C | 0no
|
3 | true | 40.5 | 0 | 0 | 367232 | 7.75 | '' | Q | 0no
|
2 | false | 50 | 0 | 0 | 'W./C. 14258' | 10.5 | '' | S | 1yes
|
1 | true | -1 | 0 | 0 | 'PC 17483' | 221.7792 | C95 | S | 0no
|
3 | true | 39 | 0 | 0 | 3101296 | 7.925 | '' | S | 0no
|
2 | true | 23 | 2 | 1 | 29104 | 11.5 | '' | S | 0no
|
2 | false | 2 | 1 | 1 | 26360 | 26 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 2641 | 7.2292 | '' | C | 0no
|
3 | true | 17 | 1 | 1 | 2690 | 7.2292 | '' | C | 0no
|
3 | false | -1 | 0 | 2 | 2668 | 22.3583 | '' | C | 1yes
|
3 | false | 30 | 0 | 0 | 315084 | 8.6625 | '' | S | 0no
|
2 | false | 7 | 0 | 2 | 'F.C.C. 13529' | 26.25 | '' | S | 1yes
|
1 | true | 45 | 0 | 0 | 113050 | 26.55 | B38 | S | 0no
|
1 | false | 30 | 0 | 0 | 'PC 17761' | 106.425 | '' | C | 1yes
|
3 | true | -1 | 0 | 0 | 364498 | 14.5 | '' | S | 0no
|
1 | false | 22 | 0 | 2 | 13568 | 49.5 | B39 | C | 1yes
|
1 | false | 36 | 0 | 2 | 'WE/P 5735' | 71 | B22 | S | 1yes
|
3 | false | 9 | 4 | 2 | 347082 | 31.275 | '' | S | 0no
|
3 | false | 11 | 4 | 2 | 347082 | 31.275 | '' | S | 0no
|
2 | true | 32 | 1 | 0 | 2908 | 26 | '' | S | 1yes
|
1 | true | 50 | 1 | 0 | 'PC 17761' | 106.425 | C86 | C | 0no
|
1 | true | 64 | 0 | 0 | 693 | 26 | '' | S | 0no
|
2 | false | 19 | 1 | 0 | 2908 | 26 | '' | S | 1yes
|
2 | true | -1 | 0 | 0 | 'SC/PARIS 2146' | 13.8625 | '' | C | 1yes
|
3 | true | 33 | 1 | 1 | 363291 | 20.525 | '' | S | 0no
|
2 | true | 8 | 1 | 1 | 'C.A. 33112' | 36.75 | '' | S | 1yes
|
1 | true | 17 | 0 | 2 | 17421 | 110.8833 | C70 | C | 1yes
|
2 | true | 27 | 0 | 0 | 244358 | 26 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 330979 | 7.8292 | '' | Q | 0no
|
3 | true | 22 | 0 | 0 | 2620 | 7.225 | '' | C | 1yes
|
3 | false | 22 | 0 | 0 | 347085 | 7.775 | '' | S | 1yes
|
1 | true | 62 | 0 | 0 | 113807 | 26.55 | '' | S | 0no
|
1 | false | 48 | 1 | 0 | 11755 | 39.6 | A16 | C | 1yes
|
1 | true | -1 | 0 | 0 | 'PC 17757' | 227.525 | '' | C | 0no
|
1 | false | 39 | 1 | 1 | 110413 | 79.65 | E67 | S | 1yes
|
3 | false | 36 | 1 | 0 | 345572 | 17.4 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 372622 | 7.75 | '' | Q | 0no
|
3 | true | 40 | 0 | 0 | 349251 | 7.8958 | '' | S | 0no
|
2 | true | 28 | 0 | 0 | 218629 | 13.5 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 'SOTON/OQ 392082' | 8.05 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 'SOTON/O.Q. 392087' | 8.05 | '' | S | 0no
|
3 | true | 24 | 2 | 0 | 'A/4 48871' | 24.15 | '' | S | 0no
|
3 | true | 19 | 0 | 0 | 349205 | 7.8958 | '' | S | 0no
|
3 | false | 29 | 0 | 4 | 349909 | 21.075 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 2686 | 7.2292 | '' | C | 0no
|
3 | true | 32 | 0 | 0 | 350417 | 7.8542 | '' | S | 1yes
|
2 | true | 62 | 0 | 0 | 'S.W./PP 752' | 10.5 | '' | S | 1yes
|
1 | false | 53 | 2 | 0 | 11769 | 51.4792 | C101 | S | 1yes
|
1 | true | 36 | 0 | 0 | 'PC 17474' | 26.3875 | E25 | S | 1yes
|
3 | false | -1 | 0 | 0 | 14312 | 7.75 | '' | Q | 1yes
|
3 | true | 16 | 0 | 0 | 'A/4. 20589' | 8.05 | '' | S | 0no
|
3 | true | 19 | 0 | 0 | 358585 | 14.5 | '' | S | 0no
|
2 | false | 34 | 0 | 0 | 243880 | 13 | '' | S | 1yes
|
1 | false | 39 | 1 | 0 | 13507 | 55.9 | E44 | S | 1yes
|
3 | false | -1 | 1 | 0 | 2689 | 14.4583 | '' | C | 0no
|
3 | true | 32 | 0 | 0 | 'STON/O 2. 3101286' | 7.925 | '' | S | 1yes
|
2 | false | 25 | 1 | 1 | 237789 | 30 | '' | S | 1yes
|
1 | false | 39 | 1 | 1 | 17421 | 110.8833 | C68 | C | 1yes
|
2 | true | 54 | 0 | 0 | 28403 | 26 | '' | S | 0no
|
1 | true | 36 | 0 | 0 | 13049 | 40.125 | A10 | C | 0no
|
3 | true | -1 | 0 | 0 | 3411 | 8.7125 | '' | C | 0no
|
1 | false | 18 | 0 | 2 | 110413 | 79.65 | E68 | S | 1yes
|
2 | true | 47 | 0 | 0 | 237565 | 15 | '' | S | 0no
|
1 | true | 60 | 1 | 1 | 13567 | 79.2 | B41 | C | 1yes
|
3 | true | 22 | 0 | 0 | 14973 | 8.05 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 'A./5. 3235' | 8.05 | '' | S | 0no
|
3 | true | 35 | 0 | 0 | 'STON/O 2. 3101273' | 7.125 | '' | S | 0no
|
1 | false | 52 | 1 | 0 | 36947 | 78.2667 | D20 | C | 1yes
|
3 | true | 47 | 0 | 0 | 'A/5 3902' | 7.25 | '' | S | 0no
|
3 | false | -1 | 0 | 2 | 364848 | 7.75 | '' | Q | 0no
|
2 | true | 37 | 1 | 0 | 'SC/AH 29037' | 26 | '' | S | 0no
|
3 | true | 36 | 1 | 1 | 345773 | 24.15 | '' | S | 0no
|
2 | false | -1 | 0 | 0 | 248727 | 33 | '' | S | 1yes
|
3 | true | 49 | 0 | 0 | LINE | 0 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 2664 | 7.225 | '' | C | 0no
|
1 | true | 49 | 1 | 0 | 'PC 17485' | 56.9292 | A20 | C | 1yes
|