survived
int64
0
1
pclass
int64
1
3
sex
stringclasses
2 values
age
float64
0.42
80
sibsp
int64
0
8
parch
int64
0
6
fare
float64
0
512
embarked
stringclasses
3 values
class
stringclasses
3 values
who
stringclasses
3 values
adult_male
bool
2 classes
deck
stringclasses
7 values
embark_town
stringclasses
3 values
alive
stringclasses
2 values
alone
bool
2 classes
1
2
female
24
2
1
27
S
Second
woman
false
null
Southampton
yes
false
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
1
male
null
0
0
42.4
S
First
man
true
null
Southampton
no
true
0
3
male
44
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
1
male
35
0
0
26.55
C
First
man
true
null
Cherbourg
yes
true
0
3
male
36
1
0
15.55
S
Third
man
true
null
Southampton
no
false
0
3
male
30
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
1
male
27
0
0
30.5
S
First
man
true
null
Southampton
yes
true
1
2
female
22
1
2
41.5792
C
Second
woman
false
null
Cherbourg
yes
false
1
1
female
40
0
0
153.4625
S
First
woman
false
C
Southampton
yes
true
0
3
female
39
1
5
31.275
S
Third
woman
false
null
Southampton
no
false
0
3
male
null
0
0
7.05
S
Third
man
true
null
Southampton
no
true
1
3
female
null
1
0
15.5
Q
Third
woman
false
null
Queenstown
yes
false
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
0
3
male
35
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
2
female
24
1
2
65
S
Second
woman
false
null
Southampton
yes
false
0
3
male
34
1
1
14.4
S
Third
man
true
null
Southampton
no
false
0
3
female
26
1
0
16.1
S
Third
woman
false
null
Southampton
no
false
1
2
female
4
2
1
39
S
Second
child
false
F
Southampton
yes
false
0
2
male
26
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
3
male
27
1
0
14.4542
C
Third
man
true
null
Cherbourg
no
false
1
1
male
42
1
0
52.5542
S
First
man
true
D
Southampton
yes
false
1
3
male
20
1
1
15.7417
C
Third
man
true
null
Cherbourg
yes
false
0
3
male
21
0
0
7.8542
S
Third
man
true
null
Southampton
no
true
0
3
male
21
0
0
16.1
S
Third
man
true
null
Southampton
no
true
0
1
male
61
0
0
32.3208
S
First
man
true
D
Southampton
no
true
0
2
male
57
0
0
12.35
Q
Second
man
true
null
Queenstown
no
true
1
1
female
21
0
0
77.9583
S
First
woman
false
D
Southampton
yes
true
0
3
male
26
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
7.7333
Q
Third
man
true
null
Queenstown
no
true
1
1
male
80
0
0
30
S
First
man
true
A
Southampton
yes
true
0
3
male
51
0
0
7.0542
S
Third
man
true
null
Southampton
no
true
1
1
male
32
0
0
30.5
C
First
man
true
B
Cherbourg
yes
true
0
1
male
null
0
0
0
S
First
man
true
null
Southampton
no
true
0
3
female
9
3
2
27.9
S
Third
child
false
null
Southampton
no
false
1
2
female
28
0
0
13
S
Second
woman
false
null
Southampton
yes
true
0
3
male
32
0
0
7.925
S
Third
man
true
null
Southampton
no
true
0
2
male
31
1
1
26.25
S
Second
man
true
null
Southampton
no
false
0
3
female
41
0
5
39.6875
S
Third
woman
false
null
Southampton
no
false
0
3
male
null
1
0
16.1
S
Third
man
true
null
Southampton
no
false
0
3
male
20
0
0
7.8542
S
Third
man
true
null
Southampton
no
true
1
1
female
24
0
0
69.3
C
First
woman
false
B
Cherbourg
yes
true
0
3
female
2
3
2
27.9
S
Third
child
false
null
Southampton
no
false
1
3
male
null
0
0
56.4958
S
Third
man
true
null
Southampton
yes
true
1
3
female
0.75
2
1
19.2583
C
Third
child
false
null
Cherbourg
yes
false
1
1
male
48
1
0
76.7292
C
First
man
true
D
Cherbourg
yes
false
0
3
male
19
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
1
male
56
0
0
35.5
C
First
man
true
A
Cherbourg
yes
true
0
3
male
null
0
0
7.55
S
Third
man
true
null
Southampton
no
true
1
3
female
23
0
0
7.55
S
Third
woman
false
null
Southampton
yes
true
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
2
female
18
0
1
23
S
Second
woman
false
null
Southampton
yes
false
0
3
male
21
0
0
8.4333
S
Third
man
true
null
Southampton
no
true
1
3
female
null
0
0
7.8292
Q
Third
woman
false
null
Queenstown
yes
true
0
3
female
18
0
0
6.75
Q
Third
woman
false
null
Queenstown
no
true
0
2
male
24
2
0
73.5
S
Second
man
true
null
Southampton
no
false
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
female
32
1
1
15.5
Q
Third
woman
false
null
Queenstown
no
false
0
2
male
23
0
0
13
S
Second
man
true
null
Southampton
no
true
0
1
male
58
0
2
113.275
C
First
man
true
D
Cherbourg
no
false
1
1
male
50
2
0
133.65
S
First
man
true
null
Southampton
yes
false
0
3
male
40
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
0
1
male
47
0
0
25.5875
S
First
man
true
E
Southampton
no
true
0
3
male
36
0
0
7.4958
S
Third
man
true
null
Southampton
no
true
1
3
male
20
1
0
7.925
S
Third
man
true
null
Southampton
yes
false
0
2
male
32
2
0
73.5
S
Second
man
true
null
Southampton
no
false
0
2
male
25
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
null
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
3
male
43
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
1
female
null
1
0
52
S
First
woman
false
C
Southampton
yes
false
1
2
female
40
1
1
39
S
Second
woman
false
null
Southampton
yes
false
0
1
male
31
1
0
52
S
First
man
true
B
Southampton
no
false
0
2
male
70
0
0
10.5
S
Second
man
true
null
Southampton
no
true
1
2
male
31
0
0
13
S
Second
man
true
null
Southampton
yes
true
0
2
male
null
0
0
0
S
Second
man
true
null
Southampton
no
true
0
3
male
18
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
3
male
24.5
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
3
female
18
0
0
9.8417
S
Third
woman
false
null
Southampton
yes
true
0
3
female
43
1
6
46.9
S
Third
woman
false
null
Southampton
no
false
1
1
male
36
0
1
512.3292
C
First
man
true
B
Cherbourg
yes
false
0
3
female
null
0
0
8.1375
Q
Third
woman
false
null
Queenstown
no
true
1
1
male
27
0
0
76.7292
C
First
man
true
D
Cherbourg
yes
true
0
3
male
20
0
0
9.225
S
Third
man
true
null
Southampton
no
true
0
3
male
14
5
2
46.9
S
Third
child
false
null
Southampton
no
false
0
2
male
60
1
1
39
S
Second
man
true
null
Southampton
no
false
0
2
male
25
1
2
41.5792
C
Second
man
true
null
Cherbourg
no
false
0
3
male
14
4
1
39.6875
S
Third
child
false
null
Southampton
no
false
0
3
male
19
0
0
10.1708
S
Third
man
true
null
Southampton
no
true
0
3
male
18
0
0
7.7958
S
Third
man
true
null
Southampton
no
true
1
1
female
15
0
1
211.3375
S
First
child
false
B
Southampton
yes
false
1
1
male
31
1
0
57
S
First
man
true
B
Southampton
yes
false
1
3
female
4
0
1
13.4167
C
Third
child
false
null
Cherbourg
yes
false
1
3
male
null
0
0
56.4958
S
Third
man
true
null
Southampton
yes
true
0
3
male
25
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
0
1
male
60
0
0
26.55
S
First
man
true
null
Southampton
no
true
0
2
male
52
0
0
13.5
S
Second
man
true
null
Southampton
no
true
0
3
male
44
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
3
female
null
0
0
7.7333
Q
Third
woman
false
null
Queenstown
yes
true
0
1
male
49
1
1
110.8833
C
First
man
true
C
Cherbourg
no
false
0
3
male
42
0
0
7.65
S
Third
man
true
F
Southampton
no
true