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
3
male
28
0
0
9.5
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
34
0
0
6.4958
S
Third
man
true
null
Southampton
no
true
0
3
male
45.5
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
1
3
male
18
0
0
8.05
S
Third
man
true
null
Southampton
yes
true
0
3
female
2
0
1
10.4625
S
Third
child
false
G
Southampton
no
false
0
3
male
32
1
0
15.85
S
Third
man
true
null
Southampton
no
false
1
3
male
26
0
0
18.7875
C
Third
man
true
null
Cherbourg
yes
true
1
3
female
16
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
1
1
male
40
0
0
31
C
First
man
true
A
Cherbourg
yes
true
0
3
male
24
0
0
7.05
S
Third
man
true
null
Southampton
no
true
1
2
female
35
0
0
21
S
Second
woman
false
null
Southampton
yes
true
0
3
male
22
0
0
7.25
S
Third
man
true
null
Southampton
no
true
0
2
male
30
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
null
1
0
7.75
Q
Third
man
true
null
Queenstown
no
false
1
1
female
31
1
0
113.275
C
First
woman
false
D
Cherbourg
yes
false
1
3
female
27
0
0
7.925
S
Third
woman
false
null
Southampton
yes
true
0
2
male
42
1
0
27
S
Second
man
true
null
Southampton
no
false
1
1
female
32
0
0
76.2917
C
First
woman
false
D
Cherbourg
yes
true
0
2
male
30
0
0
10.5
S
Second
man
true
null
Southampton
no
true
1
3
male
16
0
0
8.05
S
Third
man
true
null
Southampton
yes
true
0
2
male
27
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
51
0
0
8.05
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
male
38
1
0
90
S
First
man
true
C
Southampton
yes
false
0
3
male
22
0
0
9.35
S
Third
man
true
null
Southampton
no
true
1
2
male
19
0
0
10.5
S
Second
man
true
null
Southampton
yes
true
0
3
male
20.5
0
0
7.25
S
Third
man
true
null
Southampton
no
true
0
2
male
18
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
female
null
3
1
25.4667
S
Third
woman
false
null
Southampton
no
false
1
1
female
35
1
0
83.475
S
First
woman
false
C
Southampton
yes
false
0
3
male
29
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
2
male
59
0
0
13.5
S
Second
man
true
null
Southampton
no
true
1
3
female
5
4
2
31.3875
S
Third
child
false
null
Southampton
yes
false
0
2
male
24
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
3
female
null
0
0
7.55
S
Third
woman
false
null
Southampton
no
true
0
2
male
44
1
0
26
S
Second
man
true
null
Southampton
no
false
1
2
female
8
0
2
26.25
S
Second
child
false
null
Southampton
yes
false
0
2
male
19
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
2
male
33
0
0
12.275
S
Second
man
true
null
Southampton
no
true
0
3
female
null
1
0
14.4542
C
Third
woman
false
null
Cherbourg
no
false
1
3
female
null
1
0
15.5
Q
Third
woman
false
null
Queenstown
yes
false
0
2
male
29
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
3
male
22
0
0
7.125
S
Third
man
true
null
Southampton
no
true
0
3
male
30
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
0
1
male
44
2
0
90
Q
First
man
true
C
Queenstown
no
false
0
3
female
25
0
0
7.775
S
Third
woman
false
null
Southampton
no
true
1
2
female
24
0
2
14.5
S
Second
woman
false
null
Southampton
yes
false
1
1
male
37
1
1
52.5542
S
First
man
true
D
Southampton
yes
false
0
2
male
54
1
0
26
S
Second
man
true
null
Southampton
no
false
0
3
male
null
0
0
7.25
S
Third
man
true
null
Southampton
no
true
0
3
female
29
1
1
10.4625
S
Third
woman
false
G
Southampton
no
false
0
1
male
62
0
0
26.55
S
First
man
true
C
Southampton
no
true
0
3
male
30
1
0
16.1
S
Third
man
true
null
Southampton
no
false
0
3
female
41
0
2
20.2125
S
Third
woman
false
null
Southampton
no
false
1
3
female
29
0
2
15.2458
C
Third
woman
false
null
Cherbourg
yes
false
1
1
female
null
0
0
79.2
C
First
woman
false
null
Cherbourg
yes
true
1
1
female
30
0
0
86.5
S
First
woman
false
B
Southampton
yes
true
1
1
female
35
0
0
512.3292
C
First
woman
false
null
Cherbourg
yes
true
1
2
female
50
0
1
26
S
Second
woman
false
null
Southampton
yes
false
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
1
3
male
3
4
2
31.3875
S
Third
child
false
null
Southampton
yes
false
0
1
male
52
1
1
79.65
S
First
man
true
E
Southampton
no
false
0
1
male
40
0
0
0
S
First
man
true
B
Southampton
no
true
0
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
no
true
0
2
male
36
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
3
male
16
4
1
39.6875
S
Third
man
true
null
Southampton
no
false
1
3
male
25
1
0
7.775
S
Third
man
true
null
Southampton
yes
false
1
1
female
58
0
1
153.4625
S
First
woman
false
C
Southampton
yes
false
1
1
female
35
0
0
135.6333
S
First
woman
false
C
Southampton
yes
true
0
1
male
null
0
0
31
S
First
man
true
null
Southampton
no
true
1
3
male
25
0
0
0
S
Third
man
true
null
Southampton
yes
true
1
2
female
41
0
1
19.5
S
Second
woman
false
null
Southampton
yes
false
0
1
male
37
0
1
29.7
C
First
man
true
C
Cherbourg
no
false
1
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
1
1
female
63
1
0
77.9583
S
First
woman
false
D
Southampton
yes
false
0
3
female
45
0
0
7.75
S
Third
woman
false
null
Southampton
no
true
0
2
male
null
0
0
0
S
Second
man
true
null
Southampton
no
true
0
3
male
7
4
1
29.125
Q
Third
child
false
null
Queenstown
no
false
1
3
female
35
1
1
20.25
S
Third
woman
false
null
Southampton
yes
false
0
3
male
65
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
0
3
male
28
0
0
7.8542
S
Third
man
true
null
Southampton
no
true
0
3
male
16
0
0
9.5
S
Third
man
true
null
Southampton
no
true
1
3
male
19
0
0
8.05
S
Third
man
true
null
Southampton
yes
true
0
1
male
null
0
0
26
S
First
man
true
A
Southampton
no
true
0
3
male
33
0
0
8.6625
C
Third
man
true
null
Cherbourg
no
true
1
3
male
30
0
0
9.5
S
Third
man
true
null
Southampton
yes
true
0
3
male
22
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
2
male
42
0
0
13
S
Second
man
true
null
Southampton
yes
true
1
3
female
22
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
1
1
female
26
0
0
78.85
S
First
woman
false
null
Southampton
yes
true
1
1
female
19
1
0
91.0792
C
First
woman
false
B
Cherbourg
yes
false
0
2
male
36
0
0
12.875
C
Second
man
true
D
Cherbourg
no
true
0
3
female
24
0
0
8.85
S
Third
woman
false
null
Southampton
no
true
0
3
male
24
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
1
male
null
0
0
27.7208
C
First
man
true
null
Cherbourg
no
true
0
3
male
23.5
0
0
7.2292
C
Third
man
true
null
Cherbourg
no
true
0
1
female
2
1
2
151.55
S
First
child
false
C
Southampton
no
false
1
1
male
null
0
0
30.5
S
First
man
true
C
Southampton
yes
true
1
1
female
50
0
1
247.5208
C
First
woman
false
B
Cherbourg
yes
false