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
0
2
male
34
0
0
13
S
Second
man
true
null
Southampton
no
true
1
2
female
31
1
1
26.25
S
Second
woman
false
null
Southampton
yes
false
1
1
male
11
1
2
120
S
First
child
false
B
Southampton
yes
false
1
3
male
0.42
0
1
8.5167
C
Third
child
false
null
Cherbourg
yes
false
1
3
male
27
0
0
6.975
S
Third
man
true
null
Southampton
yes
true
0
3
male
31
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
1
male
39
0
0
0
S
First
man
true
A
Southampton
no
true
0
3
female
18
0
0
7.775
S
Third
woman
false
null
Southampton
no
true
0
2
male
39
0
0
13
S
Second
man
true
null
Southampton
no
true
1
1
female
33
1
0
53.1
S
First
woman
false
E
Southampton
yes
false
0
3
male
26
0
0
7.8875
S
Third
man
true
null
Southampton
no
true
0
3
male
39
0
0
24.15
S
Third
man
true
null
Southampton
no
true
0
2
male
35
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
3
female
6
4
2
31.275
S
Third
child
false
null
Southampton
no
false
0
3
male
30.5
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
1
male
null
0
0
0
S
First
man
true
B
Southampton
no
true
0
3
female
23
0
0
7.925
S
Third
woman
false
null
Southampton
no
true
0
2
male
31
1
1
37.0042
C
Second
man
true
null
Cherbourg
no
false
0
3
male
43
0
0
6.45
S
Third
man
true
null
Southampton
no
true
0
3
male
10
3
2
27.9
S
Third
child
false
null
Southampton
no
false
1
1
female
52
1
1
93.5
S
First
woman
false
B
Southampton
yes
false
1
3
male
27
0
0
8.6625
S
Third
man
true
null
Southampton
yes
true
0
1
male
38
0
0
0
S
First
man
true
null
Southampton
no
true
1
3
female
27
0
1
12.475
S
Third
woman
false
E
Southampton
yes
false
0
3
male
2
4
1
39.6875
S
Third
child
false
null
Southampton
no
false
0
3
male
null
0
0
6.95
Q
Third
man
true
null
Queenstown
no
true
0
3
male
null
0
0
56.4958
S
Third
man
true
null
Southampton
no
true
1
2
male
1
0
2
37.0042
C
Second
child
false
null
Cherbourg
yes
false
1
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
yes
true
1
1
female
62
0
0
80
null
First
woman
false
B
null
yes
true
1
3
female
15
1
0
14.4542
C
Third
child
false
null
Cherbourg
yes
false
1
2
male
0.83
1
1
18.75
S
Second
child
false
null
Southampton
yes
false
0
3
male
null
0
0
7.2292
C
Third
man
true
null
Cherbourg
no
true
0
3
male
23
0
0
7.8542
S
Third
man
true
null
Southampton
no
true
0
3
male
18
0
0
8.3
S
Third
man
true
null
Southampton
no
true
1
1
female
39
1
1
83.1583
C
First
woman
false
E
Cherbourg
yes
false
0
3
male
21
0
0
8.6625
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
3
male
32
0
0
56.4958
S
Third
man
true
null
Southampton
yes
true
1
1
male
null
0
0
29.7
C
First
man
true
C
Cherbourg
yes
true
0
3
male
20
0
0
7.925
S
Third
man
true
null
Southampton
no
true
0
2
male
16
0
0
10.5
S
Second
man
true
null
Southampton
no
true
1
1
female
30
0
0
31
C
First
woman
false
null
Cherbourg
yes
true
0
3
male
34.5
0
0
6.4375
C
Third
man
true
null
Cherbourg
no
true
0
3
male
17
0
0
8.6625
S
Third
man
true
null
Southampton
no
true
0
3
male
42
0
0
7.55
S
Third
man
true
null
Southampton
no
true
0
3
male
null
8
2
69.55
S
Third
man
true
null
Southampton
no
false
0
3
male
35
0
0
7.8958
C
Third
man
true
null
Cherbourg
no
true
0
2
male
28
0
1
33
S
Second
man
true
null
Southampton
no
false
1
1
female
null
1
0
89.1042
C
First
woman
false
C
Cherbourg
yes
false
0
3
male
4
4
2
31.275
S
Third
child
false
null
Southampton
no
false
0
3
male
74
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
3
female
9
1
1
15.2458
C
Third
child
false
null
Cherbourg
no
false
1
1
female
16
0
1
39.4
S
First
woman
false
D
Southampton
yes
false
0
2
female
44
1
0
26
S
Second
woman
false
null
Southampton
no
false
1
3
female
18
0
1
9.35
S
Third
woman
false
null
Southampton
yes
false
1
1
female
45
1
1
164.8667
S
First
woman
false
null
Southampton
yes
false
1
1
male
51
0
0
26.55
S
First
man
true
E
Southampton
yes
true
1
3
female
24
0
3
19.2583
C
Third
woman
false
null
Cherbourg
yes
false
0
3
male
null
0
0
7.2292
C
Third
man
true
null
Cherbourg
no
true
0
3
male
41
2
0
14.1083
S
Third
man
true
null
Southampton
no
false
0
2
male
21
1
0
11.5
S
Second
man
true
null
Southampton
no
false
1
1
female
48
0
0
25.9292
S
First
woman
false
D
Southampton
yes
true
0
3
female
null
8
2
69.55
S
Third
woman
false
null
Southampton
no
false
0
2
male
24
0
0
13
S
Second
man
true
null
Southampton
no
true
1
2
female
42
0
0
13
S
Second
woman
false
null
Southampton
yes
true
1
2
female
27
1
0
13.8583
C
Second
woman
false
null
Cherbourg
yes
false
0
1
male
31
0
0
50.4958
S
First
man
true
A
Southampton
no
true
0
3
male
null
0
0
9.5
S
Third
man
true
null
Southampton
no
true
1
3
male
4
1
1
11.1333
S
Third
child
false
null
Southampton
yes
false
0
3
male
26
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
1
female
47
1
1
52.5542
S
First
woman
false
D
Southampton
yes
false
0
1
male
33
0
0
5
S
First
man
true
B
Southampton
no
true
0
3
male
47
0
0
9
S
Third
man
true
null
Southampton
no
true
1
2
female
28
1
0
24
C
Second
woman
false
null
Cherbourg
yes
false
1
3
female
15
0
0
7.225
C
Third
child
false
null
Cherbourg
yes
true
0
3
male
20
0
0
9.8458
S
Third
man
true
null
Southampton
no
true
0
3
male
19
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
1
female
56
0
1
83.1583
C
First
woman
false
C
Cherbourg
yes
false
1
2
female
25
0
1
26
S
Second
woman
false
null
Southampton
yes
false
0
3
male
33
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
female
22
0
0
10.5167
S
Third
woman
false
null
Southampton
no
true
0
2
male
28
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
3
male
25
0
0
7.05
S
Third
man
true
null
Southampton
no
true
0
3
female
39
0
5
29.125
Q
Third
woman
false
null
Queenstown
no
false
0
2
male
27
0
0
13
S
Second
man
true
null
Southampton
no
true
1
1
female
19
0
0
30
S
First
woman
false
B
Southampton
yes
true
0
3
female
null
1
2
23.45
S
Third
woman
false
null
Southampton
no
false
1
1
male
26
0
0
30
C
First
man
true
C
Cherbourg
yes
true
0
3
male
32
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true