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pclass
int64
age
float64
fare
float64
cabin_category
int64
sex_category
int64
embarked_category
int64
family
int64
passengerid
int64
3
47
9.43
8
1
2
0
121,000
3
8
39.4
8
0
2
2
121,001
3
0
26.83
8
1
2
0
121,002
3
23
6.82
8
1
2
2
121,003
1
20
80.68
1
1
0
4
121,004
1
58
167.1
1
0
0
4
121,005
3
45
12.77
4
0
1
0
121,006
3
25
26.46
8
1
2
1
121,007
3
51
7.95
8
1
2
0
121,008
3
7
12.51
8
0
2
4
121,009
1
35
59.64
1
0
0
3
121,010
3
26
10.55
8
1
0
1
121,011
1
48
166.5
1
0
0
2
121,012
1
50
63.97
5
1
0
1
121,013
3
23
10.73
8
0
1
0
121,014
3
25
12.3
8
1
2
0
121,015
3
33
12.42
8
0
2
0
121,016
3
57
76.02
8
0
2
2
121,017
3
38
31.36
8
0
0
0
121,018
3
23
11.25
8
1
2
0
121,019
3
0
10.76
8
1
2
0
121,020
1
20
171.62
1
0
0
2
121,021
1
28
65.67
0
1
2
1
121,022
1
25
170.91
0
1
0
0
121,023
3
26
10.33
8
1
2
1
121,024
3
17
11.4
8
1
2
0
121,025
3
28
12.77
2
0
0
0
121,026
3
49
8.14
8
0
2
0
121,027
2
33
33.99
8
1
2
0
121,028
3
23
71.19
8
1
2
3
121,029
1
27
193.91
2
1
0
3
121,030
3
30
13.71
8
1
1
0
121,031
3
0
12.44
8
1
0
0
121,032
3
6
27.53
8
0
2
2
121,033
1
30
226.13
4
1
1
3
121,034
2
19
11.44
8
1
2
0
121,035
1
0
11.54
8
1
0
0
121,036
3
31
78.09
8
1
2
0
121,037
1
22
163.26
1
0
0
2
121,038
3
0
10.7
8
1
2
0
121,039
2
23
10.37
8
1
0
0
121,040
2
32
32.81
3
1
0
0
121,041
1
23
189.48
2
0
0
3
121,042
3
0
14.43
8
1
0
0
121,043
1
23
218.3
1
0
0
3
121,044
3
24
11.24
8
1
2
0
121,045
3
24
3.63
8
1
2
0
121,046
3
20
11.17
8
1
2
0
121,047
1
22
53.47
1
1
2
3
121,048
1
46
16.11
8
1
2
1
121,049
3
49
10.71
8
1
2
0
121,050
3
17
6.7
8
1
2
0
121,051
3
31
11.06
8
1
2
0
121,052
1
28
163.97
2
0
0
0
121,053
3
33
8.53
8
1
2
2
121,054
3
25
13.87
8
0
0
0
121,055
1
40
154.89
0
1
0
0
121,056
3
43
185.52
8
1
1
2
121,057
2
24
27.95
8
1
2
0
121,058
3
30
13.8
8
1
2
0
121,059
3
19
13.76
8
1
1
0
121,060
3
43
11.11
8
1
2
3
121,061
1
55
260.17
2
0
1
1
121,062
3
55
76.79
8
1
2
2
121,063
1
23
173.82
2
1
0
3
121,064
1
52
22.87
8
0
0
2
121,065
1
30
68.53
1
1
2
3
121,066
3
25
13.47
8
1
2
1
121,067
3
28
30.72
8
0
0
3
121,068
3
3
9.07
8
0
2
2
121,069
3
47
13.49
8
1
1
0
121,070
1
24
204.99
2
1
1
4
121,071
3
52
145.23
8
1
2
1
121,072
3
0
73.76
8
1
2
3
121,073
3
25
16.3
8
1
1
0
121,074
1
54
222.71
2
1
2
1
121,075
1
26
62.88
0
1
2
2
121,076
1
56
80.11
2
1
1
0
121,077
1
30
30.5
8
1
0
0
121,078
3
23
74.43
4
1
0
2
121,079
3
26
8.36
8
1
2
0
121,080
3
22
7.77
8
1
2
0
121,081
3
32
12.55
8
1
2
2
121,082
3
24
9.96
8
1
0
2
121,083
3
33
30.6
8
1
2
1
121,084
3
21
26.04
8
0
3
0
121,085
3
34
15.57
8
1
2
0
121,086
3
22
6.23
8
1
2
3
121,087
3
39
11.9
8
1
2
1
121,088
1
27
11.81
0
1
2
0
121,089
1
72
183.68
2
0
1
2
121,090
3
14
36.99
8
0
0
0
121,091
1
43
28.73
1
1
2
3
121,092
3
27
13.44
8
1
2
0
121,093
3
24
33.47
8
0
2
4
121,094
3
60
49.35
8
1
2
2
121,095
3
40
8.53
8
1
2
0
121,096
3
22
7.64
8
1
2
0
121,097
3
33
9.79
8
0
2
0
121,098
1
49
30.16
3
1
2
2
121,099