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
3
male
39
0
0
7.925
S
Third
man
true
null
Southampton
yes
true
0
3
male
26
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
female
21
1
0
9.825
S
Third
woman
false
null
Southampton
no
false
0
3
male
28
1
0
15.85
S
Third
man
true
null
Southampton
no
false
0
3
female
20
0
0
8.6625
S
Third
woman
false
null
Southampton
no
true
0
2
male
34
1
0
21
S
Second
man
true
null
Southampton
no
false
0
3
male
51
0
0
7.75
S
Third
man
true
null
Southampton
no
true
1
2
male
3
1
1
18.75
S
Second
child
false
null
Southampton
yes
false
0
3
male
21
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
3
female
null
3
1
25.4667
S
Third
woman
false
null
Southampton
no
false
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
6.8583
Q
Third
man
true
null
Queenstown
no
true
1
1
female
33
1
0
90
Q
First
woman
false
C
Queenstown
yes
false
0
2
male
null
0
0
0
S
Second
man
true
null
Southampton
no
true
1
3
male
44
0
0
7.925
S
Third
man
true
null
Southampton
yes
true
0
3
female
null
0
0
8.05
S
Third
woman
false
null
Southampton
no
true
1
2
female
34
1
1
32.5
S
Second
woman
false
null
Southampton
yes
false
1
2
female
18
0
2
13
S
Second
woman
false
null
Southampton
yes
false
0
2
male
30
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
female
10
0
2
24.15
S
Third
child
false
null
Southampton
no
false
0
3
male
null
0
0
7.8958
C
Third
man
true
null
Cherbourg
no
true
0
3
male
21
0
0
7.7333
Q
Third
man
true
null
Queenstown
no
true
0
3
male
29
0
0
7.875
S
Third
man
true
null
Southampton
no
true
0
3
female
28
1
1
14.4
S
Third
woman
false
null
Southampton
no
false
0
3
male
18
1
1
20.2125
S
Third
man
true
null
Southampton
no
false
0
3
male
null
0
0
7.25
S
Third
man
true
null
Southampton
no
true
1
2
female
28
1
0
26
S
Second
woman
false
null
Southampton
yes
false
1
2
female
19
0
0
26
S
Second
woman
false
null
Southampton
yes
true
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
1
3
male
32
0
0
8.05
S
Third
man
true
E
Southampton
yes
true
1
1
male
28
0
0
26.55
S
First
man
true
C
Southampton
yes
true
1
3
female
null
1
0
16.1
S
Third
woman
false
null
Southampton
yes
false
1
2
female
42
1
0
26
S
Second
woman
false
null
Southampton
yes
false
0
3
male
17
0
0
7.125
S
Third
man
true
null
Southampton
no
true
0
1
male
50
1
0
55.9
S
First
man
true
E
Southampton
no
false
1
1
female
14
1
2
120
S
First
child
false
B
Southampton
yes
false
0
3
female
21
2
2
34.375
S
Third
woman
false
null
Southampton
no
false
1
2
female
24
2
3
18.75
S
Second
woman
false
null
Southampton
yes
false
0
1
male
64
1
4
263
S
First
man
true
C
Southampton
no
false
0
2
male
31
0
0
10.5
S
Second
man
true
null
Southampton
no
true
1
2
female
45
1
1
26.25
S
Second
woman
false
null
Southampton
yes
false
0
3
male
20
0
0
9.5
S
Third
man
true
null
Southampton
no
true
0
3
male
25
1
0
7.775
S
Third
man
true
null
Southampton
no
false
1
2
female
28
0
0
13
S
Second
woman
false
null
Southampton
yes
true
1
3
male
null
0
0
8.1125
S
Third
man
true
null
Southampton
yes
true
1
1
male
4
0
2
81.8583
S
First
child
false
A
Southampton
yes
false
1
2
female
13
0
1
19.5
S
Second
child
false
null
Southampton
yes
false
1
1
male
34
0
0
26.55
S
First
man
true
null
Southampton
yes
true
1
3
female
5
2
1
19.2583
C
Third
child
false
null
Cherbourg
yes
false
1
1
male
52
0
0
30.5
S
First
man
true
C
Southampton
yes
true
0
2
male
36
1
2
27.75
S
Second
man
true
null
Southampton
no
false
0
3
male
null
1
0
19.9667
S
Third
man
true
null
Southampton
no
false
0
1
male
30
0
0
27.75
C
First
man
true
C
Cherbourg
no
true
1
1
male
49
1
0
89.1042
C
First
man
true
C
Cherbourg
yes
false
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
3
male
29
0
0
7.8958
C
Third
man
true
null
Cherbourg
yes
true
0
1
male
65
0
0
26.55
S
First
man
true
E
Southampton
no
true
1
1
female
null
1
0
51.8625
S
First
woman
false
D
Southampton
yes
false
1
2
female
50
0
0
10.5
S
Second
woman
false
null
Southampton
yes
true
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
1
1
male
48
0
0
26.55
S
First
man
true
E
Southampton
yes
true
0
3
male
34
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
1
male
47
0
0
38.5
S
First
man
true
E
Southampton
no
true
0
2
male
48
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
male
38
0
0
7.05
S
Third
man
true
null
Southampton
no
true
0
2
male
null
0
0
0
S
Second
man
true
null
Southampton
no
true
0
1
male
56
0
0
26.55
S
First
man
true
null
Southampton
no
true
0
3
male
null
0
0
7.725
Q
Third
man
true
null
Queenstown
no
true
1
3
female
0.75
2
1
19.2583
C
Third
child
false
null
Cherbourg
yes
false
0
3
male
null
0
0
7.25
S
Third
man
true
null
Southampton
no
true
0
3
male
38
0
0
8.6625
S
Third
man
true
null
Southampton
no
true
1
2
female
33
1
2
27.75
S
Second
woman
false
null
Southampton
yes
false
1
2
female
23
0
0
13.7917
C
Second
woman
false
D
Cherbourg
yes
true
0
3
female
22
0
0
9.8375
S
Third
woman
false
null
Southampton
no
true
0
1
male
null
0
0
52
S
First
man
true
A
Southampton
no
true
0
2
male
34
1
0
21
S
Second
man
true
null
Southampton
no
false
0
3
male
29
1
0
7.0458
S
Third
man
true
null
Southampton
no
false
0
3
male
22
0
0
7.5208
S
Third
man
true
null
Southampton
no
true
1
3
female
2
0
1
12.2875
S
Third
child
false
null
Southampton
yes
false
0
3
male
9
5
2
46.9
S
Third
child
false
null
Southampton
no
false
0
2
male
null
0
0
0
S
Second
man
true
null
Southampton
no
true
0
3
male
50
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
3
female
63
0
0
9.5875
S
Third
woman
false
null
Southampton
yes
true
1
1
male
25
1
0
91.0792
C
First
man
true
B
Cherbourg
yes
false
0
3
female
null
3
1
25.4667
S
Third
woman
false
null
Southampton
no
false
1
1
female
35
1
0
90
S
First
woman
false
C
Southampton
yes
false
0
1
male
58
0
0
29.7
C
First
man
true
B
Cherbourg
no
true
0
3
male
30
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
3
male
9
1
1
15.9
S
Third
child
false
null
Southampton
yes
false
0
3
male
null
1
0
19.9667
S
Third
man
true
null
Southampton
no
false
0
3
male
21
0
0
7.25
S
Third
man
true
null
Southampton
no
true
0
1
male
55
0
0
30.5
S
First
man
true
C
Southampton
no
true
0
1
male
71
0
0
49.5042
C
First
man
true
null
Cherbourg
no
true
0
3
male
21
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
14.4583
C
Third
man
true
null
Cherbourg
no
true
1
1
female
54
1
0
78.2667
C
First
woman
false
D
Cherbourg
yes
false
0
3
male
null
0
0
15.1
S
Third
man
true
null
Southampton
no
true
0
1
female
25
1
2
151.55
S
First
woman
false
C
Southampton
no
false
0
3
male
24
0
0
7.7958
S
Third
man
true
null
Southampton
no
true