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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
1
1
female
49
1
0
76.7292
C
First
woman
false
D
Cherbourg
yes
false
1
1
female
33
1
0
53.1
S
First
woman
false
E
Southampton
yes
false
0
3
male
null
0
0
7.225
C
Third
man
true
null
Cherbourg
no
true
0
1
male
null
0
0
27.7208
C
First
man
true
null
Cherbourg
no
true
1
2
female
17
0
0
10.5
S
Second
woman
false
null
Southampton
yes
true
1
3
male
1
1
2
20.575
S
Third
child
false
null
Southampton
yes
false
1
1
male
48
0
0
26.55
S
First
man
true
E
Southampton
yes
true
0
3
female
45
0
1
14.4542
C
Third
woman
false
null
Cherbourg
no
false
1
2
female
25
1
1
30
S
Second
woman
false
null
Southampton
yes
false
0
3
male
40
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
7.25
S
Third
man
true
null
Southampton
no
true
1
2
female
5
1
2
27.75
S
Second
child
false
null
Southampton
yes
false
0
1
male
37
0
1
29.7
C
First
man
true
C
Cherbourg
no
false
0
3
female
20
0
0
8.6625
S
Third
woman
false
null
Southampton
no
true
1
2
male
31
0
0
13
S
Second
man
true
null
Southampton
yes
true
0
3
male
2
4
1
39.6875
S
Third
child
false
null
Southampton
no
false
0
3
male
18
1
1
20.2125
S
Third
man
true
null
Southampton
no
false
1
3
male
24
0
0
7.1417
S
Third
man
true
null
Southampton
yes
true
0
3
male
null
8
2
69.55
S
Third
man
true
null
Southampton
no
false
0
2
male
33
0
0
12.275
S
Second
man
true
null
Southampton
no
true
1
1
female
48
1
0
39.6
C
First
woman
false
A
Cherbourg
yes
false
0
3
male
28
0
0
22.525
S
Third
man
true
null
Southampton
no
true
0
2
male
42
1
0
27
S
Second
man
true
null
Southampton
no
false
0
3
male
20
0
0
4.0125
C
Third
man
true
null
Cherbourg
no
true
1
3
female
0.75
2
1
19.2583
C
Third
child
false
null
Cherbourg
yes
false
0
3
male
24
0
0
9.5
S
Third
man
true
null
Southampton
no
true
0
3
male
24
0
0
7.4958
S
Third
man
true
null
Southampton
no
true
1
2
female
50
0
0
10.5
S
Second
woman
false
null
Southampton
yes
true
0
2
male
25
0
0
13
S
Second
man
true
null
Southampton
no
true
1
2
female
19
1
0
26
S
Second
woman
false
null
Southampton
yes
false
0
2
male
36
1
2
27.75
S
Second
man
true
null
Southampton
no
false
0
2
male
43
1
1
26.25
S
Second
man
true
null
Southampton
no
false
0
2
male
37
1
0
26
S
Second
man
true
null
Southampton
no
false
1
2
female
7
0
2
26.25
S
Second
child
false
null
Southampton
yes
false
0
3
male
28
0
0
7.8542
S
Third
man
true
null
Southampton
no
true
0
2
male
27
0
0
26
S
Second
man
true
null
Southampton
no
true
1
3
female
17
4
2
7.925
S
Third
woman
false
null
Southampton
yes
false
1
3
male
25
1
0
7.775
S
Third
man
true
null
Southampton
yes
false
0
3
male
61
0
0
6.2375
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
0
3
male
38
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
1
female
30
0
0
86.5
S
First
woman
false
B
Southampton
yes
true
0
3
male
4
3
2
27.9
S
Third
child
false
null
Southampton
no
false
0
2
male
32
0
0
10.5
S
Second
man
true
null
Southampton
no
true
0
2
male
23
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
null
0
0
6.95
Q
Third
man
true
null
Queenstown
no
true
0
1
male
27
0
2
211.5
C
First
man
true
C
Cherbourg
no
false
0
2
male
23
0
0
15.0458
C
Second
man
true
null
Cherbourg
no
true
0
1
male
61
0
0
32.3208
S
First
man
true
D
Southampton
no
true
1
3
male
null
1
1
15.2458
C
Third
man
true
null
Cherbourg
yes
false
0
1
male
36
0
0
40.125
C
First
man
true
A
Cherbourg
no
true
1
3
male
21
0
0
7.7958
S
Third
man
true
null
Southampton
yes
true
0
1
male
47
0
0
52
S
First
man
true
C
Southampton
no
true
1
1
male
36
0
1
512.3292
C
First
man
true
B
Cherbourg
yes
false
1
3
female
null
0
0
7.75
Q
Third
woman
false
null
Queenstown
yes
true
0
1
male
21
0
1
77.2875
S
First
man
true
D
Southampton
no
false
0
3
female
null
8
2
69.55
S
Third
woman
false
null
Southampton
no
false
1
3
female
null
0
0
7.75
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
25
0
0
7.05
S
Third
man
true
null
Southampton
no
true
1
1
female
58
0
1
153.4625
S
First
woman
false
C
Southampton
yes
false
0
3
female
25
0
0
7.775
S
Third
woman
false
null
Southampton
no
true
1
2
female
28
0
0
12.65
S
Second
woman
false
null
Southampton
yes
true
0
3
male
28.5
0
0
16.1
S
Third
man
true
null
Southampton
no
true
1
1
male
60
1
1
79.2
C
First
man
true
B
Cherbourg
yes
false
0
3
male
null
0
0
7.8958
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
22
0
0
7.5208
S
Third
man
true
null
Southampton
no
true
1
1
female
35
1
0
53.1
S
First
woman
false
C
Southampton
yes
false
0
1
male
70
1
1
71
S
First
man
true
B
Southampton
no
false
0
3
male
42
0
0
7.55
S
Third
man
true
null
Southampton
no
true
0
2
male
24
2
0
73.5
S
Second
man
true
null
Southampton
no
false
1
1
female
30
0
0
93.5
S
First
woman
false
B
Southampton
yes
true
1
3
female
15
0
0
8.0292
Q
Third
child
false
null
Queenstown
yes
true
0
3
female
26
1
0
16.1
S
Third
woman
false
null
Southampton
no
false
1
3
female
null
0
0
7.7875
Q
Third
woman
false
null
Queenstown
yes
true
0
2
male
18
0
0
13
S
Second
man
true
null
Southampton
no
true
0
3
male
70.5
0
0
7.75
Q
Third
man
true
null
Queenstown
no
true
0
3
male
10
3
2
27.9
S
Third
child
false
null
Southampton
no
false
0
3
male
19
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
0
3
male
32
0
0
7.8958
S
Third
man
true
null
Southampton
no
true
1
1
male
49
1
0
56.9292
C
First
man
true
A
Cherbourg
yes
false
1
3
female
18
0
0
7.4958
S
Third
woman
false
null
Southampton
yes
true
1
3
female
null
1
0
15.5
Q
Third
woman
false
null
Queenstown
yes
false
0
3
male
40.5
0
2
14.5
S
Third
man
true
null
Southampton
no
false
0
3
male
32
0
0
7.925
S
Third
man
true
null
Southampton
no
true
0
3
male
19
0
0
6.75
Q
Third
man
true
null
Queenstown
no
true
0
2
male
54
1
0
26
S
Second
man
true
null
Southampton
no
false
0
3
male
null
0
0
7.8292
Q
Third
man
true
null
Queenstown
no
true
0
3
male
null
0
0
8.05
S
Third
man
true
null
Southampton
no
true
0
3
male
28
0
0
9.5
S
Third
man
true
null
Southampton
no
true
1
1
female
null
1
0
89.1042
C
First
woman
false
C
Cherbourg
yes
false
1
2
female
34
0
0
13
S
Second
woman
false
null
Southampton
yes
true
0
3
male
41
0
0
7.125
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
female
25
1
0
7.925
S
Third
woman
false
null
Southampton
no
false
1
3
female
38
1
5
31.3875
S
Third
woman
false
null
Southampton
yes
false
0
3
male
17
0
0
8.6625
S
Third
man
true
null
Southampton
no
true
0
3
male
null
0
0
9.5
S
Third
man
true
null
Southampton
no
true
1
2
female
42
0
0
13
S
Second
woman
false
null
Southampton
yes
true
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