age
int64
3
64
bmi
float64
16.8
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-2,343.68
40.9k
39
42.655
0
male
no
northeast
12,450.924589
27
24.75
0
female
yes
southeast
26,343.430227
30
28.405
1
female
no
northwest
5,407.76752
46
42.35
3
male
yes
southeast
38,416.042211
53
36.86
3
female
yes
northwest
38,670.012704
21
25.7
4
male
yes
southwest
26,652.402301
37
30.8
2
female
no
southeast
8,152.025936
22
32.11
0
male
no
northwest
4,157.019303
26
22.23
0
female
no
northwest
1,873.039405
52
38.38
2
female
no
northeast
15,219.687364
61
23.655
0
male
no
northeast
11,699.63163
64
25.6
2
male
no
southwest
13,166.961974
38
40.565
1
female
no
northwest
11,562.618598
28
25.8
0
female
no
southwest
3,151.289199
57
23.98
1
female
no
southeast
10,567.290065
28
27.5
2
female
no
southwest
4,574.904104
28
31.68
0
male
yes
southeast
28,917.865626
3
26.9
1
male
no
southeast
-2,343.67949
3
26.9
4
male
no
southeast
-1,067.84314
40
32.9
1
male
yes
southeast
32,838.105793
33
36
2
male
no
null
9,056.691743
38
18
2
female
no
null
4,292.496029
38
18
2
female
no
null
4,292.496029
33
26.9
1
male
no
southeast
5,365.591685
22
27.1
0
female
no
southwest
2,047.655282
57
31.825
0
female
no
northwest
13,073.689322
36
29.92
0
female
no
southeast
6,747.851217
26
27.06
0
male
yes
southeast
26,846.546625
41
32.2
2
male
no
southwest
9,481.331583
30
23.655
3
female
yes
northwest
28,308.264321
62
32.11
0
male
no
northeast
14,806.724863
42
30
0
male
yes
southwest
31,797.274963
48
33.33
0
female
no
southeast
10,981.045289
19
27.7
0
male
yes
southwest
25,111.520859
56
36.1
3
male
no
southwest
15,075.906906
46
25.745
3
male
no
northwest
9,454.678501
19
28.6
5
female
no
southwest
3,908.76091
59
27.83
3
female
no
southeast
13,229.605368
27
24.75
0
female
yes
southeast
26,343.430227
20
26.84
1
female
yes
southeast
25,674.402503
41
30.59
2
male
no
northwest
9,377.734602
43
26.885
0
female
yes
northwest
31,461.921089
23
37.1
3
male
no
southwest
6,932.801166
23
32.7
3
male
no
southwest
5,449.593937
19
33.11
0
female
yes
southeast
27,105.718315
64
22.99
0
female
yes
southeast
35,258.248451
34
42.9
1
male
no
southwest
10,864.113164
54
32.68
0
female
no
northeast
12,961.653662
44
38.06
1
male
no
southeast
11,954.277329
64
26.885
0
female
yes
northwest
36,858.410912
21
16.815
1
female
no
northeast
-441.239183
29
29.64
1
male
no
northeast
5,919.18675
32
17.765
2
female
yes
northwest
26,411.461818
23
28.12
0
female
no
northwest
3,087.587418
41
33.06
2
female
no
northwest
10,228.944897
61
36.1
3
male
no
southwest
16,360.785435
28
23.845
2
female
no
northwest
3,781.952855
54
28.88
2
female
no
northeast
12,531.259532
57
23.18
0
female
no
northwest
10,159.52421
19
25.745
1
female
no
northwest
1,684.368568
33
35.75
2
male
no
southeast
8,774.139553
22
23.18
0
female
no
northeast
1,536.051832
26
33.915
1
male
no
northwest
6,218.652966
27
32.585
3
male
no
northeast
7,248.530471
49
28.69
3
male
no
northwest
11,218.343184
32
29.8
2
female
no
southwest
6,378.119797
30
27.93
0
female
no
northeast
5,193.047101
36
26.885
0
female
no
northwest
6,011.962293
31
34.39
3
male
yes
northwest
32,165.33688
35
34.32
3
male
no
southeast
9,231.327399
28
17.29
0
female
no
northeast
1,092.430936
26
30
1
male
no
southwest
4,459.813597
19
27.265
2
male
no
northwest
2,603.436339
43
35.97
3
male
yes
southeast
35,494.464612
44
39.52
0
male
no
northwest
12,308.340641
53
36.6
3
male
no
southwest
14,473.526065
59
25.46
0
male
no
northwest
11,423.454948
50
26.41
0
male
no
northwest
9,430.91152
29
29.59
1
female
no
southeast
5,263.059518
18
29.165
0
female
no
northeast
2,525.647932
60
28.9
0
male
no
southwest
12,400.907005
51
33.915
0
female
no
northeast
12,607.035846
35
34.21
1
female
no
southeast
8,362.281343
58
32.395
1
female
no
northeast
14,318.763892
39
42.655
0
male
no
northeast
12,450.924589
46
32.3
2
female
no
northeast
11,628.310413
34
34.675
0
male
no
northeast
8,476.047495
62
38.83
0
male
no
southeast
16,414.122515
18
21.47
0
male
no
northeast
-86.870947
19
33.1
0
male
no
southwest
3,280.691784
23
36.67
2
female
yes
northeast
30,842.092487
21
26.4
1
female
no
southwest
1,979.993573
25
25.74
0
male
no
southeast
2,493.479894
19
22.515
0
female
no
northwest
170.280841
56
25.65
0
female
no
northwest
10,735.167107
26
22.23
0
female
no
northwest
1,873.039405
21
36.85
0
male
no
southeast
5,210.675323
18
29.37
1
male
no
southeast
2,343.574701
25
32.23
1
female
no
southeast
5,125.081032
25
23.9
5
male
no
southwest
3,847.688459