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
female
28
0
0
7.8958
S
Third
woman
false
null
Southampton
no
true
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
1
male
21
0
1
77.2875
S
First
man
true
D
Southampton
no
false
0
3
male
33
0
0
8.6542
S
Third
man
true
null
Southampton
no
true
0
3
male
37
2
0
7.925
S
Third
man
true
null
Southampton
no
false
0
3
male
28
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
3
female
21
0
0
7.65
S
Third
woman
false
null
Southampton
yes
true
1
3
male
null
0
0
7.775
S
Third
man
true
null
Southampton
yes
true
0
3
male
38
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
3
female
null
1
0
24.15
Q
Third
woman
false
null
Queenstown
yes
false
0
1
male
47
0
0
52
S
First
man
true
C
Southampton
no
true
0
3
female
14.5
1
0
14.4542
C
Third
child
false
null
Cherbourg
no
false
0
3
male
22
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
female
20
1
0
9.825
S
Third
woman
false
null
Southampton
no
false
0
3
female
17
0
0
14.4583
C
Third
woman
false
null
Cherbourg
no
true
0
3
male
21
0
0
7.925
S
Third
man
true
null
Southampton
no
true
0
3
male
70.5
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
0
2
male
29
1
0
21
S
Second
man
true
null
Southampton
no
false
0
1
male
24
0
1
247.5208
C
First
man
true
B
Cherbourg
no
false
0
3
female
2
4
2
31.275
S
Third
child
false
null
Southampton
no
false
0
2
male
21
2
0
73.5
S
Second
man
true
null
Southampton
no
false
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
2
male
32.5
1
0
30.0708
C
Second
man
true
null
Cherbourg
no
false
1
2
female
32.5
0
0
13
S
Second
woman
false
E
Southampton
yes
true
0
1
male
54
0
1
77.2875
S
First
man
true
D
Southampton
no
false
1
3
male
12
1
0
11.2417
C
Third
child
false
null
Cherbourg
yes
false
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
1
3
male
24
0
0
7.1417
S
Third
man
true
null
Southampton
yes
true
1
3
female
null
1
1
22.3583
C
Third
woman
false
F
Cherbourg
yes
false
0
3
male
45
0
0
6.975
S
Third
man
true
null
Southampton
no
true
0
3
male
33
0
0
7.8958
C
Third
man
true
null
Cherbourg
no
true
0
3
male
20
0
0
7.05
S
Third
man
true
null
Southampton
no
true
0
3
female
47
1
0
14.5
S
Third
woman
false
null
Southampton
no
false
1
2
female
29
1
0
26
S
Second
woman
false
null
Southampton
yes
false
0
2
male
25
0
0
13
S
Second
man
true
null
Southampton
no
true
0
2
male
23
0
0
15.0458
C
Second
man
true
null
Cherbourg
no
true
1
1
female
19
0
2
26.2833
S
First
woman
false
D
Southampton
yes
false
0
1
male
37
1
0
53.1
S
First
man
true
C
Southampton
no
false
0
3
male
16
0
0
9.2167
S
Third
man
true
null
Southampton
no
true
0
1
male
24
0
0
79.2
C
First
man
true
B
Cherbourg
no
true
0
3
female
null
0
2
15.2458
C
Third
woman
false
null
Cherbourg
no
false
1
3
female
22
0
0
7.75
S
Third
woman
false
null
Southampton
yes
true
1
3
female
24
1
0
15.85
S
Third
woman
false
null
Southampton
yes
false
0
3
male
19
0
0
6.75
Q
Third
man
true
null
Queenstown
no
true
0
2
male
18
0
0
11.5
S
Second
man
true
null
Southampton
no
true
0
2
male
19
1
1
36.75
S
Second
man
true
null
Southampton
no
false
1
3
male
27
0
0
7.7958
S
Third
man
true
null
Southampton
yes
true
0
3
female
9
2
2
34.375
S
Third
child
false
null
Southampton
no
false
0
2
male
36.5
0
2
26
S
Second
man
true
F
Southampton
no
false
0
2
male
42
0
0
13
S
Second
man
true
null
Southampton
no
true
0
2
male
51
0
0
12.525
S
Second
man
true
null
Southampton
no
true
1
1
female
22
1
0
66.6
S
First
woman
false
C
Southampton
yes
false
0
3
male
55.5
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
male
40.5
0
2
14.5
S
Third
man
true
null
Southampton
no
false
0
3
male
null
0
0
7.3125
S
Third
man
true
null
Southampton
no
true
0
1
male
51
0
1
61.3792
C
First
man
true
null
Cherbourg
no
false
1
3
female
16
0
0
7.7333
Q
Third
woman
false
null
Queenstown
yes
true
0
3
male
30
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
8.6625
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
44
0
1
16.1
S
Third
man
true
null
Southampton
no
false
1
2
female
40
0
0
15.75
S
Second
woman
false
null
Southampton
yes
true
0
3
male
26
0
0
7.775
S
Third
man
true
null
Southampton
no
true
0
3
male
17
0
0
8.6625
S
Third
man
true
null
Southampton
no
true
0
3
male
1
4
1
39.6875
S
Third
child
false
null
Southampton
no
false
1
3
male
9
0
2
20.525
S
Third
child
false
null
Southampton
yes
false
1
1
female
null
0
1
55
S
First
woman
false
E
Southampton
yes
false
0
3
female
45
1
4
27.9
S
Third
woman
false
null
Southampton
no
false
0
1
male
null
0
0
25.925
S
First
man
true
null
Southampton
no
true
0
3
male
28
0
0
56.4958
S
Third
man
true
null
Southampton
no
true
0
1
male
61
0
0
33.5
S
First
man
true
B
Southampton
no
true
0
3
male
4
4
1
29.125
Q
Third
child
false
null
Queenstown
no
false
1
3
female
1
1
1
11.1333
S
Third
child
false
null
Southampton
yes
false
0
3
male
21
0
0
7.925
S
Third
man
true
null
Southampton
no
true
0
1
male
56
0
0
30.6958
C
First
man
true
A
Cherbourg
no
true
0
3
male
18
1
1
7.8542
S
Third
man
true
null
Southampton
no
false
0
3
male
null
3
1
25.4667
S
Third
man
true
null
Southampton
no
false
0
1
female
50
0
0
28.7125
C
First
woman
false
C
Cherbourg
no
true
0
2
male
30
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
36
0
0
0
S
Third
man
true
null
Southampton
no
true
0
3
female
null
8
2
69.55
S
Third
woman
false
null
Southampton
no
false
0
2
male
null
0
0
15.05
C
Second
man
true
null
Cherbourg
no
true
0
3
male
9
4
2
31.3875
S
Third
child
false
null
Southampton
no
false
1
2
male
1
2
1
39
S
Second
child
false
F
Southampton
yes
false
1
3
female
4
0
2
22.025
S
Third
child
false
null
Southampton
yes
false
0
1
male
null
0
0
50
S
First
man
true
A
Southampton
no
true
1
3
female
null
1
0
15.5
Q
Third
woman
false
null
Queenstown
yes
false
1
1
male
45
0
0
26.55
S
First
man
true
null
Southampton
yes
true
0
3
male
40
1
1
15.5
Q
Third
man
true
null
Queenstown
no
false
0
3
male
36
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
2
female
32
0
0
13
S
Second
woman
false
null
Southampton
yes
true
0
2
male
19
0
0
13
S
Second
man
true
null
Southampton
no
true
1
3
female
19
1
0
7.8542
S
Third
woman
false
null
Southampton
yes
false
1
2
male
3
1
1
26
S
Second
child
false
F
Southampton
yes
false
1
1
female
44
0
0
27.7208
C
First
woman
false
B
Cherbourg
yes
true
1
1
female
58
0
0
146.5208
C
First
woman
false
B
Cherbourg
yes
true
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
0
3
male
42
0
1
8.4042
S
Third
man
true
null
Southampton
no
false
1
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
0
2
female
24
0
0
13
S
Second
woman
false
null
Southampton
no
true