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 | 28 | 0 | 0 | 345770 | 9.5 | '' | S | 0no
|
3 | true | -1 | 8 | 2 | 'CA. 2343' | 69.55 | '' | S | 0no
|
3 | true | 34 | 0 | 0 | 3101264 | 6.4958 | '' | S | 0no
|
3 | true | 45.5 | 0 | 0 | 2628 | 7.225 | '' | C | 0no
|
3 | true | 18 | 0 | 0 | 'A/5 3540' | 8.05 | '' | S | 1yes
|
3 | false | 2 | 0 | 1 | 347054 | 10.4625 | G6 | S | 0no
|
3 | true | 32 | 1 | 0 | 3101278 | 15.85 | '' | S | 0no
|
3 | true | 26 | 0 | 0 | 2699 | 18.7875 | '' | C | 1yes
|
3 | false | 16 | 0 | 0 | 367231 | 7.75 | '' | Q | 1yes
|
1 | true | 40 | 0 | 0 | 112277 | 31 | A31 | C | 1yes
|
3 | true | 24 | 0 | 0 | 'SOTON/O.Q. 3101311' | 7.05 | '' | S | 0no
|
2 | false | 35 | 0 | 0 | 'F.C.C. 13528' | 21 | '' | S | 1yes
|
3 | true | 22 | 0 | 0 | 'A/5 21174' | 7.25 | '' | S | 0no
|
2 | true | 30 | 0 | 0 | 250646 | 13 | '' | S | 0no
|
3 | true | -1 | 1 | 0 | 367229 | 7.75 | '' | Q | 0no
|
1 | false | 31 | 1 | 0 | 35273 | 113.275 | D36 | C | 1yes
|
3 | false | 27 | 0 | 0 | 'STON/O2. 3101283' | 7.925 | '' | S | 1yes
|
2 | true | 42 | 1 | 0 | 243847 | 27 | '' | S | 0no
|
1 | false | 32 | 0 | 0 | 11813 | 76.2917 | D15 | C | 1yes
|
2 | true | 30 | 0 | 0 | 'W/C 14208' | 10.5 | '' | S | 0no
|
3 | true | 16 | 0 | 0 | 'SOTON/OQ 392089' | 8.05 | '' | S | 1yes
|
2 | true | 27 | 0 | 0 | 220367 | 13 | '' | S | 0no
|
3 | true | 51 | 0 | 0 | 21440 | 8.05 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 349234 | 7.8958 | '' | S | 0no
|
1 | true | 38 | 1 | 0 | 19943 | 90 | C93 | S | 1yes
|
3 | true | 22 | 0 | 0 | 'PP 4348' | 9.35 | '' | S | 0no
|
2 | true | 19 | 0 | 0 | 'SW/PP 751' | 10.5 | '' | S | 1yes
|
3 | true | 20.5 | 0 | 0 | 'A/5 21173' | 7.25 | '' | S | 0no
|
2 | true | 18 | 0 | 0 | 236171 | 13 | '' | S | 0no
|
3 | false | -1 | 3 | 1 | 4133 | 25.4667 | '' | S | 0no
|
1 | false | 35 | 1 | 0 | 36973 | 83.475 | C83 | S | 1yes
|
3 | true | 29 | 0 | 0 | 347067 | 7.775 | '' | S | 0no
|
2 | true | 59 | 0 | 0 | 237442 | 13.5 | '' | S | 0no
|
3 | false | 5 | 4 | 2 | 347077 | 31.3875 | '' | S | 1yes
|
2 | true | 24 | 0 | 0 | 'C.A. 29566' | 10.5 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 'W./C. 6609' | 7.55 | '' | S | 0no
|
2 | true | 44 | 1 | 0 | 26707 | 26 | '' | S | 0no
|
2 | false | 8 | 0 | 2 | 'C.A. 31921' | 26.25 | '' | S | 1yes
|
2 | true | 19 | 0 | 0 | 28665 | 10.5 | '' | S | 0no
|
2 | true | 33 | 0 | 0 | 'SCO/W 1585' | 12.275 | '' | S | 0no
|
3 | false | -1 | 1 | 0 | 2665 | 14.4542 | '' | C | 0no
|
3 | false | -1 | 1 | 0 | 367230 | 15.5 | '' | Q | 1yes
|
2 | true | 29 | 0 | 0 | 'W./C. 14263' | 10.5 | '' | S | 0no
|
3 | true | 22 | 0 | 0 | 'STON/O 2. 3101275' | 7.125 | '' | S | 0no
|
3 | true | 30 | 0 | 0 | 2694 | 7.225 | '' | C | 0no
|
1 | true | 44 | 2 | 0 | 19928 | 90 | C78 | Q | 0no
|
3 | false | 25 | 0 | 0 | 347071 | 7.775 | '' | S | 0no
|
2 | false | 24 | 0 | 2 | 250649 | 14.5 | '' | S | 1yes
|
1 | true | 37 | 1 | 1 | 11751 | 52.5542 | D35 | S | 1yes
|
2 | true | 54 | 1 | 0 | 244252 | 26 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 362316 | 7.25 | '' | S | 0no
|
3 | false | 29 | 1 | 1 | 347054 | 10.4625 | G6 | S | 0no
|
1 | true | 62 | 0 | 0 | 113514 | 26.55 | C87 | S | 0no
|
3 | true | 30 | 1 | 0 | 'A/5. 3336' | 16.1 | '' | S | 0no
|
3 | false | 41 | 0 | 2 | 370129 | 20.2125 | '' | S | 0no
|
3 | false | 29 | 0 | 2 | 2650 | 15.2458 | '' | C | 1yes
|
1 | false | -1 | 0 | 0 | 'PC 17585' | 79.2 | '' | C | 1yes
|
1 | false | 30 | 0 | 0 | 110152 | 86.5 | B77 | S | 1yes
|
1 | false | 35 | 0 | 0 | 'PC 17755' | 512.3292 | '' | C | 1yes
|
2 | false | 50 | 0 | 1 | 230433 | 26 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 384461 | 7.75 | '' | Q | 0no
|
3 | true | 3 | 4 | 2 | 347077 | 31.3875 | '' | S | 1yes
|
1 | true | 52 | 1 | 1 | 110413 | 79.65 | E67 | S | 0no
|
1 | true | 40 | 0 | 0 | 112059 | 0 | B94 | S | 0no
|
3 | false | -1 | 0 | 0 | 382649 | 7.75 | '' | Q | 0no
|
2 | true | 36 | 0 | 0 | 'C.A. 17248' | 10.5 | '' | S | 0no
|
3 | true | 16 | 4 | 1 | 3101295 | 39.6875 | '' | S | 0no
|
3 | true | 25 | 1 | 0 | 347083 | 7.775 | '' | S | 1yes
|
1 | false | 58 | 0 | 1 | 'PC 17582' | 153.4625 | C125 | S | 1yes
|
1 | false | 35 | 0 | 0 | 'PC 17760' | 135.6333 | C99 | S | 1yes
|
1 | true | -1 | 0 | 0 | 113798 | 31 | '' | S | 0no
|
3 | true | 25 | 0 | 0 | LINE | 0 | '' | S | 1yes
|
2 | false | 41 | 0 | 1 | 250644 | 19.5 | '' | S | 1yes
|
1 | true | 37 | 0 | 1 | 'PC 17596' | 29.7 | C118 | C | 0no
|
3 | false | -1 | 0 | 0 | 370375 | 7.75 | '' | Q | 1yes
|
1 | false | 63 | 1 | 0 | 13502 | 77.9583 | D7 | S | 1yes
|
3 | false | 45 | 0 | 0 | 347073 | 7.75 | '' | S | 0no
|
2 | true | -1 | 0 | 0 | 239853 | 0 | '' | S | 0no
|
3 | true | 7 | 4 | 1 | 382652 | 29.125 | '' | Q | 0no
|
3 | false | 35 | 1 | 1 | 'C.A. 2673' | 20.25 | '' | S | 1yes
|
3 | true | 65 | 0 | 0 | 336439 | 7.75 | '' | Q | 0no
|
3 | true | 28 | 0 | 0 | 347464 | 7.8542 | '' | S | 0no
|
3 | true | 16 | 0 | 0 | 345778 | 9.5 | '' | S | 0no
|
3 | true | 19 | 0 | 0 | 'A/5. 10482' | 8.05 | '' | S | 1yes
|
1 | true | -1 | 0 | 0 | 113056 | 26 | A19 | S | 0no
|
3 | true | 33 | 0 | 0 | 349239 | 8.6625 | '' | C | 0no
|
3 | true | 30 | 0 | 0 | 345774 | 9.5 | '' | S | 1yes
|
3 | true | 22 | 0 | 0 | 349206 | 7.8958 | '' | S | 0no
|
2 | true | 42 | 0 | 0 | 237798 | 13 | '' | S | 1yes
|
3 | false | 22 | 0 | 0 | 370373 | 7.75 | '' | Q | 1yes
|
1 | false | 26 | 0 | 0 | 19877 | 78.85 | '' | S | 1yes
|
1 | false | 19 | 1 | 0 | 11967 | 91.0792 | B49 | C | 1yes
|
2 | true | 36 | 0 | 0 | 'SC/Paris 2163' | 12.875 | D | C | 0no
|
3 | false | 24 | 0 | 0 | 349236 | 8.85 | '' | S | 0no
|
3 | true | 24 | 0 | 0 | 349233 | 7.8958 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 'PC 17612' | 27.7208 | '' | C | 0no
|
3 | true | 23.5 | 0 | 0 | 2693 | 7.2292 | '' | C | 0no
|
1 | false | 2 | 1 | 2 | 113781 | 151.55 | 'C22 C26' | S | 0no
|
1 | true | -1 | 0 | 0 | 19988 | 30.5 | C106 | S | 1yes
|
1 | false | 50 | 0 | 1 | 'PC 17558' | 247.5208 | 'B58 B60' | C | 1yes
|