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 | 28 | 0 | 0 | 349245 | 7.8958 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 349215 | 7.8958 | '' | S | 0no
|
1 | true | 21 | 0 | 1 | 35281 | 77.2875 | D26 | S | 0no
|
3 | true | 33 | 0 | 0 | 7540 | 8.6542 | '' | S | 0no
|
3 | true | 37 | 2 | 0 | 3101276 | 7.925 | '' | S | 0no
|
3 | true | 28 | 0 | 0 | 349207 | 7.8958 | '' | S | 0no
|
3 | false | 21 | 0 | 0 | 343120 | 7.65 | '' | S | 1yes
|
3 | true | -1 | 0 | 0 | 312991 | 7.775 | '' | S | 1yes
|
3 | true | 38 | 0 | 0 | 349249 | 7.8958 | '' | S | 0no
|
3 | false | -1 | 1 | 0 | 371110 | 24.15 | '' | Q | 1yes
|
1 | true | 47 | 0 | 0 | 110465 | 52 | C110 | S | 0no
|
3 | false | 14.5 | 1 | 0 | 2665 | 14.4542 | '' | C | 0no
|
3 | true | 22 | 0 | 0 | 324669 | 8.05 | '' | S | 0no
|
3 | false | 20 | 1 | 0 | 4136 | 9.825 | '' | S | 0no
|
3 | false | 17 | 0 | 0 | 2627 | 14.4583 | '' | C | 0no
|
3 | true | 21 | 0 | 0 | 'STON/O 2. 3101294' | 7.925 | '' | S | 0no
|
3 | true | 70.5 | 0 | 0 | 370369 | 7.75 | '' | Q | 0no
|
2 | true | 29 | 1 | 0 | 11668 | 21 | '' | S | 0no
|
1 | true | 24 | 0 | 1 | 'PC 17558' | 247.5208 | 'B58 B60' | C | 0no
|
3 | false | 2 | 4 | 2 | 347082 | 31.275 | '' | S | 0no
|
2 | true | 21 | 2 | 0 | 'S.O.C. 14879' | 73.5 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 'A4. 54510' | 8.05 | '' | S | 0no
|
2 | true | 32.5 | 1 | 0 | 237736 | 30.0708 | '' | C | 0no
|
2 | false | 32.5 | 0 | 0 | 27267 | 13 | E101 | S | 1yes
|
1 | true | 54 | 0 | 1 | 35281 | 77.2875 | D26 | S | 0no
|
3 | true | 12 | 1 | 0 | 2651 | 11.2417 | '' | C | 1yes
|
3 | true | -1 | 0 | 0 | 370372 | 7.75 | '' | Q | 0no
|
3 | true | 24 | 0 | 0 | 'C 17369' | 7.1417 | '' | S | 1yes
|
3 | false | -1 | 1 | 1 | 2668 | 22.3583 | 'F E69' | C | 1yes
|
3 | true | 45 | 0 | 0 | 347061 | 6.975 | '' | S | 0no
|
3 | true | 33 | 0 | 0 | 349241 | 7.8958 | '' | C | 0no
|
3 | true | 20 | 0 | 0 | 'SOTON/O.Q. 3101307' | 7.05 | '' | S | 0no
|
3 | false | 47 | 1 | 0 | 'A/5. 3337' | 14.5 | '' | S | 0no
|
2 | false | 29 | 1 | 0 | 228414 | 26 | '' | S | 1yes
|
2 | true | 25 | 0 | 0 | 'C.A. 29178' | 13 | '' | S | 0no
|
2 | true | 23 | 0 | 0 | 'SC/PARIS 2133' | 15.0458 | '' | C | 0no
|
1 | false | 19 | 0 | 2 | 11752 | 26.2833 | D47 | S | 1yes
|
1 | true | 37 | 1 | 0 | 113803 | 53.1 | C123 | S | 0no
|
3 | true | 16 | 0 | 0 | 7534 | 9.2167 | '' | S | 0no
|
1 | true | 24 | 0 | 0 | 'PC 17593' | 79.2 | B86 | C | 0no
|
3 | false | -1 | 0 | 2 | 2678 | 15.2458 | '' | C | 0no
|
3 | false | 22 | 0 | 0 | 347081 | 7.75 | '' | S | 1yes
|
3 | false | 24 | 1 | 0 | 'STON/O2. 3101279' | 15.85 | '' | S | 1yes
|
3 | true | 19 | 0 | 0 | 365222 | 6.75 | '' | Q | 0no
|
2 | true | 18 | 0 | 0 | 231945 | 11.5 | '' | S | 0no
|
2 | true | 19 | 1 | 1 | 'C.A. 33112' | 36.75 | '' | S | 0no
|
3 | true | 27 | 0 | 0 | 350043 | 7.7958 | '' | S | 1yes
|
3 | false | 9 | 2 | 2 | 'W./C. 6608' | 34.375 | '' | S | 0no
|
2 | true | 36.5 | 0 | 2 | 230080 | 26 | F2 | S | 0no
|
2 | true | 42 | 0 | 0 | 244310 | 13 | '' | S | 0no
|
2 | true | 51 | 0 | 0 | 'S.O.P. 1166' | 12.525 | '' | S | 0no
|
1 | false | 22 | 1 | 0 | 113776 | 66.6 | C2 | S | 1yes
|
3 | true | 55.5 | 0 | 0 | 'A.5. 11206' | 8.05 | '' | S | 0no
|
3 | true | 40.5 | 0 | 2 | 'A/5. 851' | 14.5 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 'Fa 265302' | 7.3125 | '' | S | 0no
|
1 | true | 51 | 0 | 1 | 'PC 17597' | 61.3792 | '' | C | 0no
|
3 | false | 16 | 0 | 0 | 35851 | 7.7333 | '' | Q | 1yes
|
3 | true | 30 | 0 | 0 | 'SOTON/OQ 392090' | 8.05 | '' | S | 0no
|
3 | true | -1 | 0 | 0 | 315037 | 8.6625 | '' | S | 0no
|
3 | true | -1 | 8 | 2 | 'CA. 2343' | 69.55 | '' | S | 0no
|
3 | true | 44 | 0 | 1 | 371362 | 16.1 | '' | S | 0no
|
2 | false | 40 | 0 | 0 | 'C.A. 33595' | 15.75 | '' | S | 1yes
|
3 | true | 26 | 0 | 0 | 347068 | 7.775 | '' | S | 0no
|
3 | true | 17 | 0 | 0 | 315093 | 8.6625 | '' | S | 0no
|
3 | true | 1 | 4 | 1 | 3101295 | 39.6875 | '' | S | 0no
|
3 | true | 9 | 0 | 2 | 363291 | 20.525 | '' | S | 1yes
|
1 | false | -1 | 0 | 1 | 113505 | 55 | E33 | S | 1yes
|
3 | false | 45 | 1 | 4 | 347088 | 27.9 | '' | S | 0no
|
1 | true | -1 | 0 | 0 | 'PC 17318' | 25.925 | '' | S | 0no
|
3 | true | 28 | 0 | 0 | 1601 | 56.4958 | '' | S | 0no
|
1 | true | 61 | 0 | 0 | 111240 | 33.5 | B19 | S | 0no
|
3 | true | 4 | 4 | 1 | 382652 | 29.125 | '' | Q | 0no
|
3 | false | 1 | 1 | 1 | 347742 | 11.1333 | '' | S | 1yes
|
3 | true | 21 | 0 | 0 | 'STON/O 2. 3101280' | 7.925 | '' | S | 0no
|
1 | true | 56 | 0 | 0 | 17764 | 30.6958 | A7 | C | 0no
|
3 | true | 18 | 1 | 1 | 350404 | 7.8542 | '' | S | 0no
|
3 | true | -1 | 3 | 1 | 4133 | 25.4667 | '' | S | 0no
|
1 | false | 50 | 0 | 0 | 'PC 17595' | 28.7125 | C49 | C | 0no
|
2 | true | 30 | 0 | 0 | 250653 | 13 | '' | S | 0no
|
3 | true | 36 | 0 | 0 | LINE | 0 | '' | S | 0no
|
3 | false | -1 | 8 | 2 | 'CA. 2343' | 69.55 | '' | S | 0no
|
2 | true | -1 | 0 | 0 | 'SC/PARIS 2131' | 15.05 | '' | C | 0no
|
3 | true | 9 | 4 | 2 | 347077 | 31.3875 | '' | S | 0no
|
2 | true | 1 | 2 | 1 | 230136 | 39 | F4 | S | 1yes
|
3 | false | 4 | 0 | 2 | 315153 | 22.025 | '' | S | 1yes
|
1 | true | -1 | 0 | 0 | 113767 | 50 | A32 | S | 0no
|
3 | false | -1 | 1 | 0 | 370365 | 15.5 | '' | Q | 1yes
|
1 | true | 45 | 0 | 0 | 111428 | 26.55 | '' | S | 1yes
|
3 | true | 40 | 1 | 1 | 364849 | 15.5 | '' | Q | 0no
|
3 | true | 36 | 0 | 0 | 349247 | 7.8958 | '' | S | 0no
|
2 | false | 32 | 0 | 0 | 234604 | 13 | '' | S | 1yes
|
2 | true | 19 | 0 | 0 | 28424 | 13 | '' | S | 0no
|
3 | false | 19 | 1 | 0 | 350046 | 7.8542 | '' | S | 1yes
|
2 | true | 3 | 1 | 1 | 230080 | 26 | F2 | S | 1yes
|
1 | false | 44 | 0 | 0 | 'PC 17610' | 27.7208 | B4 | C | 1yes
|
1 | false | 58 | 0 | 0 | 'PC 17569' | 146.5208 | B80 | C | 1yes
|
3 | true | -1 | 0 | 0 | 368703 | 7.75 | '' | Q | 0no
|
3 | true | 42 | 0 | 1 | 4579 | 8.4042 | '' | S | 0no
|
3 | false | -1 | 0 | 0 | 370370 | 7.75 | '' | Q | 1yes
|
2 | false | 24 | 0 | 0 | 248747 | 13 | '' | S | 0no
|