Unnamed: 0
int64
survived
int64
pclass
int64
sex
string
age
float64
sibsp
int64
parch
int64
fare
float64
embarked
string
class
string
who
string
adult_male
bool
deck
string
embark_town
string
alive
string
alone
bool
0
0
3
male
22
1
0
7.25
S
Third
man
true
null
Southampton
no
false
1
1
1
female
38
1
0
71.2833
C
First
woman
false
C
Cherbourg
yes
false
2
1
3
female
26
0
0
7.925
S
Third
woman
false
null
Southampton
yes
true
3
1
1
female
35
1
0
53.1
S
First
woman
false
C
Southampton
yes
false
4
0
3
male
35
0
0
8.05
S
Third
man
true
null
Southampton
no
true
5
0
3
male
null
0
0
8.4583
Q
Third
man
true
null
Queenstown
no
true
6
0
1
male
54
0
0
51.8625
S
First
man
true
E
Southampton
no
true
7
0
3
male
2
3
1
21.075
S
Third
child
false
null
Southampton
no
false
8
1
3
female
27
0
2
11.1333
S
Third
woman
false
null
Southampton
yes
false
9
1
2
female
14
1
0
30.0708
C
Second
child
false
null
Cherbourg
yes
false
10
1
3
female
4
1
1
16.7
S
Third
child
false
G
Southampton
yes
false
11
1
1
female
58
0
0
26.55
S
First
woman
false
C
Southampton
yes
true
12
0
3
male
20
0
0
8.05
S
Third
man
true
null
Southampton
no
true
13
0
3
male
39
1
5
31.275
S
Third
man
true
null
Southampton
no
false
14
0
3
female
14
0
0
7.8542
S
Third
child
false
null
Southampton
no
true
15
1
2
female
55
0
0
16
S
Second
woman
false
null
Southampton
yes
true
16
0
3
male
2
4
1
29.125
Q
Third
child
false
null
Queenstown
no
false
17
1
2
male
null
0
0
13
S
Second
man
true
null
Southampton
yes
true
18
0
3
female
31
1
0
18
S
Third
woman
false
null
Southampton
no
false
19
1
3
female
null
0
0
7.225
C
Third
woman
false
null
Cherbourg
yes
true
20
0
2
male
35
0
0
26
S
Second
man
true
null
Southampton
no
true
21
1
2
male
34
0
0
13
S
Second
man
true
D
Southampton
yes
true
22
1
3
female
15
0
0
8.0292
Q
Third
child
false
null
Queenstown
yes
true
23
1
1
male
28
0
0
35.5
S
First
man
true
A
Southampton
yes
true
24
0
3
female
8
3
1
21.075
S
Third
child
false
null
Southampton
no
false
25
1
3
female
38
1
5
31.3875
S
Third
woman
false
null
Southampton
yes
false
26
0
3
male
null
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
27
0
1
male
19
3
2
263
S
First
man
true
C
Southampton
no
false
28
1
3
female
null
0
0
7.8792
Q
Third
woman
false
null
Queenstown
yes
true
29
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
30
0
1
male
40
0
0
27.7208
C
First
man
true
null
Cherbourg
no
true
31
1
1
female
null
1
0
146.5208
C
First
woman
false
B
Cherbourg
yes
false
32
1
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
33
0
2
male
66
0
0
10.5
S
Second
man
true
null
Southampton
no
true
34
0
1
male
28
1
0
82.1708
C
First
man
true
null
Cherbourg
no
false
35
0
1
male
42
1
0
52
S
First
man
true
null
Southampton
no
false
36
1
3
male
null
0
0
7.2292
C
Third
man
true
null
Cherbourg
yes
true
37
0
3
male
21
0
0
8.05
S
Third
man
true
null
Southampton
no
true
38
0
3
female
18
2
0
18
S
Third
woman
false
null
Southampton
no
false
39
1
3
female
14
1
0
11.2417
C
Third
child
false
null
Cherbourg
yes
false
40
0
3
female
40
1
0
9.475
S
Third
woman
false
null
Southampton
no
false
41
0
2
female
27
1
0
21
S
Second
woman
false
null
Southampton
no
false
42
0
3
male
null
0
0
7.8958
C
Third
man
true
null
Cherbourg
no
true
43
1
2
female
3
1
2
41.5792
C
Second
child
false
null
Cherbourg
yes
false
44
1
3
female
19
0
0
7.8792
Q
Third
woman
false
null
Queenstown
yes
true
45
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
46
0
3
male
null
1
0
15.5
Q
Third
man
true
null
Queenstown
no
false
47
1
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
48
0
3
male
null
2
0
21.6792
C
Third
man
true
null
Cherbourg
no
false
49
0
3
female
18
1
0
17.8
S
Third
woman
false
null
Southampton
no
false
50
0
3
male
7
4
1
39.6875
S
Third
child
false
null
Southampton
no
false
51
0
3
male
21
0
0
7.8
S
Third
man
true
null
Southampton
no
true
52
1
1
female
49
1
0
76.7292
C
First
woman
false
D
Cherbourg
yes
false
53
1
2
female
29
1
0
26
S
Second
woman
false
null
Southampton
yes
false
54
0
1
male
65
0
1
61.9792
C
First
man
true
B
Cherbourg
no
false
55
1
1
male
null
0
0
35.5
S
First
man
true
C
Southampton
yes
true
56
1
2
female
21
0
0
10.5
S
Second
woman
false
null
Southampton
yes
true
57
0
3
male
28.5
0
0
7.2292
C
Third
man
true
null
Cherbourg
no
true
58
1
2
female
5
1
2
27.75
S
Second
child
false
null
Southampton
yes
false
59
0
3
male
11
5
2
46.9
S
Third
child
false
null
Southampton
no
false
60
0
3
male
22
0
0
7.2292
C
Third
man
true
null
Cherbourg
no
true
61
1
1
female
38
0
0
80
null
First
woman
false
B
null
yes
true
62
0
1
male
45
1
0
83.475
S
First
man
true
C
Southampton
no
false
63
0
3
male
4
3
2
27.9
S
Third
child
false
null
Southampton
no
false
64
0
1
male
null
0
0
27.7208
C
First
man
true
null
Cherbourg
no
true
65
1
3
male
null
1
1
15.2458
C
Third
man
true
null
Cherbourg
yes
false
66
1
2
female
29
0
0
10.5
S
Second
woman
false
F
Southampton
yes
true
67
0
3
male
19
0
0
8.1583
S
Third
man
true
null
Southampton
no
true
68
1
3
female
17
4
2
7.925
S
Third
woman
false
null
Southampton
yes
false
69
0
3
male
26
2
0
8.6625
S
Third
man
true
null
Southampton
no
false
70
0
2
male
32
0
0
10.5
S
Second
man
true
null
Southampton
no
true
71
0
3
female
16
5
2
46.9
S
Third
woman
false
null
Southampton
no
false
72
0
2
male
21
0
0
73.5
S
Second
man
true
null
Southampton
no
true
73
0
3
male
26
1
0
14.4542
C
Third
man
true
null
Cherbourg
no
false
74
1
3
male
32
0
0
56.4958
S
Third
man
true
null
Southampton
yes
true
75
0
3
male
25
0
0
7.65
S
Third
man
true
F
Southampton
no
true
76
0
3
male
null
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
77
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
78
1
2
male
0.83
0
2
29
S
Second
child
false
null
Southampton
yes
false
79
1
3
female
30
0
0
12.475
S
Third
woman
false
null
Southampton
yes
true
80
0
3
male
22
0
0
9
S
Third
man
true
null
Southampton
no
true
81
1
3
male
29
0
0
9.5
S
Third
man
true
null
Southampton
yes
true
82
1
3
female
null
0
0
7.7875
Q
Third
woman
false
null
Queenstown
yes
true
83
0
1
male
28
0
0
47.1
S
First
man
true
null
Southampton
no
true
84
1
2
female
17
0
0
10.5
S
Second
woman
false
null
Southampton
yes
true
85
1
3
female
33
3
0
15.85
S
Third
woman
false
null
Southampton
yes
false
86
0
3
male
16
1
3
34.375
S
Third
man
true
null
Southampton
no
false
87
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
88
1
1
female
23
3
2
263
S
First
woman
false
C
Southampton
yes
false
89
0
3
male
24
0
0
8.05
S
Third
man
true
null
Southampton
no
true
90
0
3
male
29
0
0
8.05
S
Third
man
true
null
Southampton
no
true
91
0
3
male
20
0
0
7.8542
S
Third
man
true
null
Southampton
no
true
92
0
1
male
46
1
0
61.175
S
First
man
true
E
Southampton
no
false
93
0
3
male
26
1
2
20.575
S
Third
man
true
null
Southampton
no
false
94
0
3
male
59
0
0
7.25
S
Third
man
true
null
Southampton
no
true
95
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
96
0
1
male
71
0
0
34.6542
C
First
man
true
A
Cherbourg
no
true
97
1
1
male
23
0
1
63.3583
C
First
man
true
D
Cherbourg
yes
false
98
1
2
female
34
0
1
23
S
Second
woman
false
null
Southampton
yes
false
99
0
2
male
34
1
0
26
S
Second
man
true
null
Southampton
no
false