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
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
1
3
male
null
2
0
23.25
Q
Third
man
true
null
Queenstown
yes
false
0
3
male
19
0
0
0
S
Third
man
true
null
Southampton
no
true
1
2
female
null
0
0
12.35
Q
Second
woman
false
E
Queenstown
yes
true
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
1
1
male
0.92
1
2
151.55
S
First
child
false
C
Southampton
yes
false
1
1
female
null
0
0
110.8833
C
First
woman
false
null
Cherbourg
yes
true
1
1
female
17
1
0
108.9
C
First
woman
false
C
Cherbourg
yes
false
0
2
male
30
1
0
24
C
Second
man
true
null
Cherbourg
no
false
1
1
female
30
0
0
56.9292
C
First
woman
false
E
Cherbourg
yes
true
1
1
female
24
0
0
83.1583
C
First
woman
false
C
Cherbourg
yes
true
1
1
female
18
2
2
262.375
C
First
woman
false
B
Cherbourg
yes
false
0
2
female
26
1
1
26
S
Second
woman
false
null
Southampton
no
false
0
3
male
28
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
2
male
43
1
1
26.25
S
Second
man
true
null
Southampton
no
false
1
3
female
26
0
0
7.8542
S
Third
woman
false
null
Southampton
yes
true
1
2
female
24
1
0
26
S
Second
woman
false
null
Southampton
yes
false
0
2
male
54
0
0
14
S
Second
man
true
null
Southampton
no
true
1
1
female
31
0
2
164.8667
S
First
woman
false
C
Southampton
yes
false
1
1
female
40
1
1
134.5
C
First
woman
false
E
Cherbourg
yes
false
0
3
male
22
0
0
7.25
S
Third
man
true
null
Southampton
no
true
0
3
male
27
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
2
female
30
0
0
12.35
Q
Second
woman
false
null
Queenstown
yes
true
1
2
female
22
1
1
29
S
Second
woman
false
null
Southampton
yes
false
0
3
male
null
8
2
69.55
S
Third
man
true
null
Southampton
no
false
1
1
female
36
0
0
135.6333
C
First
woman
false
C
Cherbourg
yes
true
0
3
male
61
0
0
6.2375
S
Third
man
true
null
Southampton
no
true
1
2
female
36
0
0
13
S
Second
woman
false
D
Southampton
yes
true
1
3
female
31
1
1
20.525
S
Third
woman
false
null
Southampton
yes
false
1
1
female
16
0
1
57.9792
C
First
woman
false
B
Cherbourg
yes
false
1
3
female
null
2
0
23.25
Q
Third
woman
false
null
Queenstown
yes
false
0
1
male
45.5
0
0
28.5
S
First
man
true
C
Southampton
no
true
0
1
male
38
0
1
153.4625
S
First
man
true
C
Southampton
no
false
0
3
male
16
2
0
18
S
Third
man
true
null
Southampton
no
false
1
1
female
null
1
0
133.65
S
First
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
29
1
0
66.6
S
First
man
true
C
Southampton
no
false
1
1
female
41
0
0
134.5
C
First
woman
false
E
Cherbourg
yes
true
1
3
male
45
0
0
8.05
S
Third
man
true
null
Southampton
yes
true
0
1
male
45
0
0
35.5
S
First
man
true
null
Southampton
no
true
1
2
male
2
1
1
26
S
Second
child
false
F
Southampton
yes
false
1
1
female
24
3
2
263
S
First
woman
false
C
Southampton
yes
false
0
2
male
28
0
0
13
S
Second
man
true
null
Southampton
no
true
0
2
male
25
0
0
13
S
Second
man
true
null
Southampton
no
true
0
2
male
36
0
0
13
S
Second
man
true
null
Southampton
no
true
1
2
female
24
0
0
13
S
Second
woman
false
F
Southampton
yes
true
1
2
female
40
0
0
13
S
Second
woman
false
null
Southampton
yes
true
1
3
female
null
1
0
16.1
S
Third
woman
false
null
Southampton
yes
false
1
3
male
3
1
1
15.9
S
Third
child
false
null
Southampton
yes
false
0
3
male
42
0
0
8.6625
S
Third
man
true
null
Southampton
no
true
0
3
male
23
0
0
9.225
S
Third
man
true
null
Southampton
no
true
0
1
male
null
0
0
35
S
First
man
true
C
Southampton
no
true
0
3
male
15
1
1
7.2292
C
Third
child
false
null
Cherbourg
no
false
0
3
male
25
1
0
17.8
S
Third
man
true
null
Southampton
no
false
0
3
male
null
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
0
3
male
28
0
0
9.5
S
Third
man
true
null
Southampton
no
true
1
1
female
22
0
1
55
S
First
woman
false
E
Southampton
yes
false
0
2
female
38
0
0
13
S
Second
woman
false
null
Southampton
no
true
1
3
female
null
0
0
7.8792
Q
Third
woman
false
null
Queenstown
yes
true
1
3
female
null
0
0
7.8792
Q
Third
woman
false
null
Queenstown
yes
true
0
3
male
40
1
4
27.9
S
Third
man
true
null
Southampton
no
false
0
2
male
29
1
0
27.7208
C
Second
man
true
null
Cherbourg
no
false
0
3
female
45
0
1
14.4542
C
Third
woman
false
null
Cherbourg
no
false
0
3
male
35
0
0
7.05
S
Third
man
true
null
Southampton
no
true
0
3
male
null
1
0
15.5
Q
Third
man
true
null
Queenstown
no
false
0
3
male
30
0
0
7.25
S
Third
man
true
null
Southampton
no
true
1
1
female
60
1
0
75.25
C
First
woman
false
D
Cherbourg
yes
false
1
3
female
null
0
0
7.2292
C
Third
woman
false
null
Cherbourg
yes
true
1
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
1
1
female
24
0
0
69.3
C
First
woman
false
B
Cherbourg
yes
true
1
1
male
25
1
0
55.4417
C
First
man
true
E
Cherbourg
yes
false
0
3
male
18
1
0
6.4958
S
Third
man
true
null
Southampton
no
false
0
3
male
19
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
1
male
22
0
0
135.6333
C
First
man
true
null
Cherbourg
no
true
0
3
female
3
3
1
21.075
S
Third
child
false
null
Southampton
no
false
1
1
female
null
1
0
82.1708
C
First
woman
false
null
Cherbourg
yes
false
1
3
female
22
0
0
7.25
S
Third
woman
false
null
Southampton
yes
true
0
1
male
27
0
2
211.5
C
First
man
true
C
Cherbourg
no
false
0
3
male
20
0
0
4.0125
C
Third
man
true
null
Cherbourg
no
true
0
3
male
19
0
0
7.775
S
Third
man
true
null
Southampton
no
true
1
1
female
42
0
0
227.525
C
First
woman
false
null
Cherbourg
yes
true
1
3
female
1
0
2
15.7417
C
Third
child
false
null
Cherbourg
yes
false
0
3
male
32
0
0
7.925
S
Third
man
true
null
Southampton
no
true
1
1
female
35
1
0
52
S
First
woman
false
null
Southampton
yes
false
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
2
male
18
0
0
73.5
S
Second
man
true
null
Southampton
no
true
0
3
male
1
5
2
46.9
S
Third
child
false
null
Southampton
no
false
1
2
female
36
0
0
13
S
Second
woman
false
null
Southampton
yes
true
0
3
male
null
0
0
7.7292
Q
Third
man
true
null
Queenstown
no
true
1
2
female
17
0
0
12
C
Second
woman
false
null
Cherbourg
yes
true
1
1
male
36
1
2
120
S
First
man
true
B
Southampton
yes
false
1
3
male
21
0
0
7.7958
S
Third
man
true
null
Southampton
yes
true
0
3
male
28
2
0
7.925
S
Third
man
true
null
Southampton
no
false
1
1
female
23
1
0
113.275
C
First
woman
false
D
Cherbourg
yes
false
1
3
female
24
0
2
16.7
S
Third
woman
false
G
Southampton
yes
false
0
3
male
22
0
0
7.7958
S
Third
man
true
null
Southampton
no
true
0
3
female
31
0
0
7.8542
S
Third
woman
false
null
Southampton
no
true
0
2
male
46
0
0
26
S
Second
man
true
null
Southampton
no
true
0
2
male
23
0
0
10.5
S
Second
man
true
null
Southampton
no
true
1
2
female
28
0
0
12.65
S
Second
woman
false
null
Southampton
yes
true