Datasets:
anirudhabokil
/
insurance_data

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index
int64
0
1.34k
age
int64
18
64
sex
stringclasses
2 values
bmi
float64
16
53.1
children
int64
0
5
smoker
stringclasses
2 values
region
stringclasses
4 values
charges
float64
1.12k
63.8k
1,100
33
female
19.095
2
yes
northeast
16,776.30405
1,101
53
male
28.6
3
no
southwest
11,253.421
1,102
29
male
38.94
1
no
southeast
3,471.4096
1,103
58
male
36.08
0
no
southeast
11,363.2832
1,104
37
male
29.8
0
no
southwest
20,420.60465
1,105
54
female
31.24
0
no
southeast
10,338.9316
1,106
49
female
29.925
0
no
northwest
8,988.15875
1,107
50
female
26.22
2
no
northwest
10,493.9458
1,108
26
male
30
1
no
southwest
2,904.088
1,109
45
male
20.35
3
no
southeast
8,605.3615
1,110
54
female
32.3
1
no
northeast
11,512.405
1,111
38
male
38.39
3
yes
southeast
41,949.2441
1,112
48
female
25.85
3
yes
southeast
24,180.9335
1,113
28
female
26.315
3
no
northwest
5,312.16985
1,114
23
male
24.51
0
no
northeast
2,396.0959
1,115
55
male
32.67
1
no
southeast
10,807.4863
1,116
41
male
29.64
5
no
northeast
9,222.4026
1,117
25
male
33.33
2
yes
southeast
36,124.5737
1,118
33
male
35.75
1
yes
southeast
38,282.7495
1,119
30
female
19.95
3
no
northwest
5,693.4305
1,120
23
female
31.4
0
yes
southwest
34,166.273
1,121
46
male
38.17
2
no
southeast
8,347.1643
1,122
53
female
36.86
3
yes
northwest
46,661.4424
1,123
27
female
32.395
1
no
northeast
18,903.49141
1,124
23
female
42.75
1
yes
northeast
40,904.1995
1,125
63
female
25.08
0
no
northwest
14,254.6082
1,126
55
male
29.9
0
no
southwest
10,214.636
1,127
35
female
35.86
2
no
southeast
5,836.5204
1,128
34
male
32.8
1
no
southwest
14,358.36437
1,129
19
female
18.6
0
no
southwest
1,728.897
1,130
39
female
23.87
5
no
southeast
8,582.3023
1,131
27
male
45.9
2
no
southwest
3,693.428
1,132
57
male
40.28
0
no
northeast
20,709.02034
1,133
52
female
18.335
0
no
northwest
9,991.03765
1,134
28
male
33.82
0
no
northwest
19,673.33573
1,135
50
female
28.12
3
no
northwest
11,085.5868
1,136
44
female
25
1
no
southwest
7,623.518
1,137
26
female
22.23
0
no
northwest
3,176.2877
1,138
33
male
30.25
0
no
southeast
3,704.3545
1,139
19
female
32.49
0
yes
northwest
36,898.73308
1,140
50
male
37.07
1
no
southeast
9,048.0273
1,141
41
female
32.6
3
no
southwest
7,954.517
1,142
52
female
24.86
0
no
southeast
27,117.99378
1,143
39
male
32.34
2
no
southeast
6,338.0756
1,144
50
male
32.3
2
no
southwest
9,630.397
1,145
52
male
32.775
3
no
northwest
11,289.10925
1,146
60
male
32.8
0
yes
southwest
52,590.82939
1,147
20
female
31.92
0
no
northwest
2,261.5688
1,148
55
male
21.5
1
no
southwest
10,791.96
1,149
42
male
34.1
0
no
southwest
5,979.731
1,150
18
female
30.305
0
no
northeast
2,203.73595
1,151
58
female
36.48
0
no
northwest
12,235.8392
1,152
43
female
32.56
3
yes
southeast
40,941.2854
1,153
35
female
35.815
1
no
northwest
5,630.45785
1,154
48
female
27.93
4
no
northwest
11,015.1747
1,155
36
female
22.135
3
no
northeast
7,228.21565
1,156
19
male
44.88
0
yes
southeast
39,722.7462
1,157
23
female
23.18
2
no
northwest
14,426.07385
1,158
20
female
30.59
0
no
northeast
2,459.7201
1,159
32
female
41.1
0
no
southwest
3,989.841
1,160
43
female
34.58
1
no
northwest
7,727.2532
1,161
34
male
42.13
2
no
southeast
5,124.1887
1,162
30
male
38.83
1
no
southeast
18,963.17192
1,163
18
female
28.215
0
no
northeast
2,200.83085
1,164
41
female
28.31
1
no
northwest
7,153.5539
1,165
35
female
26.125
0
no
northeast
5,227.98875
1,166
57
male
40.37
0
no
southeast
10,982.5013
1,167
29
female
24.6
2
no
southwest
4,529.477
1,168
32
male
35.2
2
no
southwest
4,670.64
1,169
37
female
34.105
1
no
northwest
6,112.35295
1,170
18
male
27.36
1
yes
northeast
17,178.6824
1,171
43
female
26.7
2
yes
southwest
22,478.6
1,172
56
female
41.91
0
no
southeast
11,093.6229
1,173
38
male
29.26
2
no
northwest
6,457.8434
1,174
29
male
32.11
2
no
northwest
4,433.9159
1,175
22
female
27.1
0
no
southwest
2,154.361
1,176
52
female
24.13
1
yes
northwest
23,887.6627
1,177
40
female
27.4
1
no
southwest
6,496.886
1,178
23
female
34.865
0
no
northeast
2,899.48935
1,179
31
male
29.81
0
yes
southeast
19,350.3689
1,180
42
female
41.325
1
no
northeast
7,650.77375
1,181
24
female
29.925
0
no
northwest
2,850.68375
1,182
25
female
30.3
0
no
southwest
2,632.992
1,183
48
female
27.36
1
no
northeast
9,447.3824
1,184
23
female
28.49
1
yes
southeast
18,328.2381
1,185
45
male
23.56
2
no
northeast
8,603.8234
1,186
20
male
35.625
3
yes
northwest
37,465.34375
1,187
62
female
32.68
0
no
northwest
13,844.7972
1,188
43
female
25.27
1
yes
northeast
21,771.3423
1,189
23
female
28
0
no
southwest
13,126.67745
1,190
31
female
32.775
2
no
northwest
5,327.40025
1,191
41
female
21.755
1
no
northeast
13,725.47184
1,192
58
female
32.395
1
no
northeast
13,019.16105
1,193
48
female
36.575
0
no
northwest
8,671.19125
1,194
31
female
21.755
0
no
northwest
4,134.08245
1,195
19
female
27.93
3
no
northwest
18,838.70366
1,196
19
female
30.02
0
yes
northwest
33,307.5508
1,197
41
male
33.55
0
no
southeast
5,699.8375
1,198
40
male
29.355
1
no
northwest
6,393.60345
1,199
31
female
25.8
2
no
southwest
4,934.705