id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
16,200
19
Male
24,861
Married
2
Bachelor's
Self-Employed
9.143779
Rural
Comprehensive
1
4
379
3
2023-04-28 15:21:39.088124
Poor
No
Monthly
Apartment
542
16,201
20
Male
3,278
Divorced
4
PhD
Unemployed
15.09921
Suburban
Premium
null
5
513
6
2020-10-24 15:21:39.194829
Average
Yes
Monthly
Condo
415
16,202
46
Female
2,743
Single
null
PhD
Unemployed
null
Suburban
Comprehensive
1
3
474
5
2020-12-04 15:21:39.126661
Poor
No
Rarely
Apartment
1,459
16,203
56
Female
579
Married
null
High School
Employed
21.096985
Urban
Basic
0
5
506
4
2022-10-20 15:21:39.246098
Poor
No
Weekly
House
101
16,204
38
Male
6,870
Single
0
High School
Employed
15.849058
Rural
Comprehensive
0
8
327
1
2021-05-05 15:21:39.125660
Average
Yes
Monthly
House
1,166
16,205
46
Female
1,017
Single
0
Bachelor's
Unemployed
null
Rural
Basic
1
6
655
3
2020-07-03 15:21:39.237118
Good
No
Rarely
Apartment
603
16,206
25
Female
95,585
Single
2
Bachelor's
Self-Employed
50.588844
Rural
Comprehensive
3
11
519
9
2024-08-04 15:21:39.191219
Good
No
Daily
House
2,133
16,207
61
Female
24,149
Married
2
PhD
Self-Employed
34.824414
Rural
Premium
null
4
656
2
2021-06-16 15:21:39.273973
Good
No
Weekly
Apartment
864
16,208
60
Male
null
Divorced
3
Master's
Employed
24.982447
Rural
Comprehensive
1
10
512
7
2019-09-13 15:21:39.151732
Poor
No
Rarely
Apartment
219
16,209
33
Female
45,976
Single
2
PhD
Employed
37.991237
Suburban
Basic
null
15
506
8
2024-08-01 15:21:39.134960
Poor
No
Daily
Apartment
2,354
16,210
21
Male
40,208
Single
4
PhD
null
38.09213
Urban
Basic
1
6
584
5
2019-09-03 15:21:39.208842
Good
Yes
Monthly
Condo
1,575
16,211
61
Female
100,987
Single
0
Bachelor's
Unemployed
45.564766
Suburban
Basic
null
6
442
6
2022-09-30 15:21:39.105504
Good
No
Monthly
Condo
261
16,212
25
Male
25,404
Married
1
High School
Self-Employed
14.242815
Suburban
Premium
null
16
null
7
2024-06-15 15:21:39.247098
Good
No
Daily
Condo
37
16,213
58
Male
30,647
Single
3
High School
null
30.383441
Rural
Premium
null
1
539
8
2020-08-26 15:21:39.095696
Good
No
Rarely
Apartment
1,639
16,214
46
Female
39,589
Single
null
PhD
null
18.991519
Suburban
Premium
1
7
678
2
2024-05-29 15:21:39.198406
Poor
No
Daily
Condo
431
16,215
24
Female
32,277
Divorced
3
Bachelor's
Employed
11.926814
Urban
Comprehensive
0
4
844
5
2023-07-10 15:21:39.174719
Poor
Yes
Daily
House
755
16,216
54
Male
17,227
Divorced
1
Bachelor's
Unemployed
23.70885
Urban
Basic
0
10
690
1
2024-05-04 15:21:39.091080
Poor
Yes
Weekly
Apartment
776
16,217
22
Female
null
Single
0
Bachelor's
Self-Employed
14.907315
Suburban
Comprehensive
2
19
459
6
2022-02-08 15:21:39.172097
Good
No
Weekly
Apartment
1,825
16,218
43
Male
29,095
Single
3
Master's
null
25.837882
Suburban
Premium
1
14
558
4
2023-02-14 15:21:39.289099
Average
No
Weekly
Apartment
674
16,219
40
Female
11,353
Divorced
4
PhD
Unemployed
25.991569
Urban
Premium
1
7
689
9
2022-05-25 15:21:39.185215
Good
No
Daily
House
810
16,220
60
Male
1,795
Married
0
High School
Employed
38.867153
Rural
Comprehensive
null
0
373
4
2023-11-30 15:21:39.087123
Poor
No
Daily
Condo
1,160
16,221
21
Female
104,231
Single
4
Master's
null
28.90749
Suburban
Premium
0
4
791
4
2021-06-23 15:21:39.282785
Average
Yes
Rarely
House
215
16,222
59
Male
123,914
Married
3
Bachelor's
Self-Employed
17.983944
Rural
Basic
0
9
371
6
2019-11-08 15:21:39.265513
Good
No
Rarely
House
2,033
16,223
null
Male
49
Divorced
3
PhD
Employed
27.09896
Suburban
Comprehensive
3
12
776
4
2023-01-04 15:21:39.250151
Good
Yes
Rarely
Apartment
943
16,224
36
Male
29,279
Single
4
Master's
null
13.679467
Rural
Comprehensive
0
10
814
9
2021-07-17 15:21:39.099739
Average
No
Daily
House
471
16,225
21
Female
136,443
Divorced
3
Bachelor's
Unemployed
13.630314
Urban
Basic
1
9
327
6
2023-07-06 15:21:39.216387
Average
No
Monthly
House
1,252
16,226
49
Male
17,086
Divorced
3
High School
null
20.854168
Urban
Comprehensive
1
6
644
9
2020-08-22 15:21:39.126661
Average
Yes
Daily
Apartment
2,289
16,227
63
Female
null
Married
null
Master's
null
7.71773
Urban
Basic
2
8
565
8
2020-05-02 15:21:39.143708
Poor
No
Rarely
House
150
16,228
23
Male
67,005
Divorced
2
PhD
null
32.908362
Rural
Comprehensive
0
2
756
5
2021-11-10 15:21:39.087123
null
No
Weekly
Condo
3,283
16,229
51
Male
132,096
Single
0
Master's
null
36.084689
Rural
Premium
0
19
487
2
2022-08-02 15:21:39.237118
Average
No
Weekly
House
2,133
16,230
62
Male
null
Single
1
Bachelor's
Employed
12.624337
Rural
Basic
2
6
447
4
2024-06-03 15:21:39.172097
Average
Yes
Rarely
Condo
779
16,231
45
Male
29,892
Divorced
null
High School
Unemployed
14.789047
Urban
Basic
0
12
581
2
2020-12-09 15:21:39.151732
Average
Yes
Weekly
House
22
16,232
49
Male
35,203
Divorced
2
Master's
null
7.817845
Urban
Basic
1
15
825
8
2020-02-20 15:21:39.252145
Poor
Yes
Rarely
House
1,129
16,233
59
Female
36,267
Single
0
PhD
Unemployed
31.481483
Urban
Premium
0
4
null
7
2024-02-29 15:21:39.114118
Good
No
Monthly
House
784
16,234
58
Female
47,765
null
0
Master's
null
47.186215
Urban
Comprehensive
1
18
433
7
2023-02-13 15:21:39.185215
Average
Yes
Daily
Condo
3,128
16,235
64
Male
70,640
Single
4
High School
Unemployed
18.363323
Suburban
Comprehensive
0
2
440
1
2022-01-29 15:21:39.093681
Average
Yes
Rarely
Condo
515
16,236
null
Female
30,668
Married
3
High School
Self-Employed
45.443095
Suburban
Premium
null
19
685
3
2023-07-16 15:21:39.093681
Poor
No
Weekly
Apartment
454
16,237
null
Male
121,686
Single
2
PhD
Employed
47.936278
Urban
Basic
1
1
425
5
2022-04-02 15:21:39.155231
Poor
No
Monthly
Apartment
724
16,238
41
Female
40,682
Married
4
Bachelor's
Employed
45.036538
Rural
Premium
1
0
519
7
2024-01-15 15:21:39.119168
Good
Yes
Daily
House
916
16,239
32
Male
26,863
Divorced
2
PhD
Employed
null
Suburban
Basic
0
10
517
9
2020-01-11 15:21:39.155231
null
No
Monthly
Condo
809
16,240
27
Male
2,587
Single
2
Master's
Self-Employed
42.93628
Rural
Comprehensive
null
12
519
6
2019-08-22 15:21:39.226954
Poor
Yes
Monthly
Condo
156
16,241
25
Female
2,886
null
0
High School
null
25.098186
Rural
Premium
1
7
393
4
2021-10-28 15:21:39.237118
Good
No
Weekly
Apartment
111
16,242
47
Male
2,906
Married
null
Bachelor's
Self-Employed
10.099471
Rural
Premium
2
1
632
4
2020-12-03 15:21:39.185215
Poor
Yes
Weekly
House
816
16,243
21
Female
130,176
Single
2
PhD
Employed
23.822182
Rural
Premium
1
18
805
9
2020-02-01 15:21:39.181605
Average
No
Monthly
House
204
16,244
38
Female
4,930
Married
2
Master's
Self-Employed
25.923203
Rural
Premium
0
5
446
4
2022-01-17 15:21:39.261856
Poor
Yes
Monthly
Apartment
100
16,245
47
Male
37,387
Married
3
Master's
null
47.410469
Rural
Comprehensive
0
1
693
1
2022-03-26 15:21:39.134960
Good
Yes
Rarely
House
1,430
16,246
50
Male
30,663
Married
4
High School
Self-Employed
34.722963
Suburban
Comprehensive
2
9
null
4
2024-06-13 15:21:39.244069
Average
No
Rarely
House
817
16,247
18
Male
11,510
Married
1
Master's
Employed
7.145812
Rural
Comprehensive
3
16
461
9
2022-04-28 15:21:39.107553
Poor
No
Rarely
Condo
2,437
16,248
31
Female
5,857
Single
3
Master's
Self-Employed
22.106053
Suburban
Premium
1
15
512
1
2024-06-30 15:21:39.091080
Poor
Yes
Rarely
House
25
16,249
37
Male
99,877
Divorced
2
High School
null
14.240518
Urban
Premium
null
9
398
9
2022-09-19 15:21:39.155231
Average
Yes
Weekly
Apartment
1,546
16,250
35
Male
17,227
Divorced
1
Bachelor's
Employed
38.072715
Suburban
Comprehensive
null
10
783
5
2023-04-30 15:21:39.134960
Poor
No
Rarely
House
1,712
16,251
48
Male
122,666
Married
4
PhD
Unemployed
18.818493
Rural
Premium
null
1
504
3
2023-03-06 15:21:39.151732
Good
Yes
Monthly
House
304
16,252
33
Female
101,865
Divorced
4
PhD
null
null
Rural
Comprehensive
1
7
null
6
2022-02-03 15:21:39.151732
Poor
Yes
Monthly
Condo
2,349
16,253
52
Female
14,644
Single
3
Master's
Self-Employed
28.078896
Rural
Premium
2
2
648
6
2021-03-01 15:21:39.254678
Good
No
Weekly
House
1,053
16,254
26
Male
30,286
Married
0
PhD
Self-Employed
23.924201
Urban
Premium
1
2
519
5
2020-04-13 15:21:39.134960
Poor
Yes
Rarely
House
817
16,255
41
Female
48,569
Divorced
1
Bachelor's
Employed
24.304088
Rural
Basic
3
11
605
6
2020-03-10 15:21:39.192212
Average
No
Weekly
House
3,014
16,256
23
Female
20,672
Single
3
High School
Unemployed
13.848483
Rural
Premium
1
10
518
1
2020-07-06 15:21:39.085129
Average
Yes
Monthly
House
872
16,257
36
Female
13,389
Single
0
High School
Employed
13.97446
Suburban
Premium
0
12
688
2
2021-04-27 15:21:39.148733
Average
No
Rarely
Condo
461
16,258
21
Female
64,968
Married
4
Master's
Unemployed
18.813282
Suburban
Basic
null
16
412
1
2023-05-17 15:21:39.148733
Poor
No
Monthly
Condo
292
16,259
55
Male
1,250
Single
2
PhD
Employed
null
Rural
Premium
0
8
773
8
2023-03-22 15:21:39.143708
Good
Yes
Monthly
House
1,715
16,260
48
Female
3,855
Divorced
2
PhD
Employed
41.812779
Suburban
Premium
1
8
766
1
2024-01-08 15:21:39.246098
Poor
Yes
Weekly
Apartment
417
16,261
19
Female
7,420
Single
2
High School
Unemployed
25.381972
Urban
Premium
0
6
458
2
2023-12-12 15:21:39.175719
Good
Yes
Rarely
Condo
1,332
16,262
46
Female
43,463
Divorced
1
High School
Self-Employed
36.879187
Urban
Comprehensive
1
17
523
2
2023-11-02 15:21:39.281787
Average
Yes
Monthly
House
745
16,263
null
Male
10,744
Single
1
Bachelor's
null
24.936505
Rural
Basic
null
6
null
8
2019-10-03 15:21:39.110557
Average
No
Rarely
Condo
815
16,264
43
Female
29,316
Divorced
4
Bachelor's
Employed
30.965268
Rural
Basic
0
15
496
3
2019-11-30 15:21:39.276901
Average
No
Weekly
House
2,188
16,265
27
Male
39,471
Divorced
2
PhD
Employed
8.601024
Rural
Premium
0
0
549
3
2019-11-22 15:21:39.182597
Good
Yes
Daily
Condo
26
16,266
60
Male
35,017
Divorced
3
Master's
Employed
11.611673
Rural
Premium
null
8
766
5
2023-08-18 15:21:39.098696
Poor
Yes
Monthly
House
487
16,267
45
Female
22,333
Married
null
High School
null
11.94218
Urban
Basic
0
9
778
2
2023-08-10 15:21:39.249100
Average
Yes
Monthly
Condo
1,486
16,268
41
Female
20,962
Divorced
1
PhD
Employed
21.816101
Urban
Comprehensive
null
10
804
8
2020-10-15 15:21:39.208842
Good
Yes
Weekly
Condo
2,816
16,269
58
Female
45,287
Single
4
Master's
Employed
38.796526
Suburban
Comprehensive
null
12
null
7
2024-04-29 15:21:39.134960
Poor
No
Weekly
Apartment
37
16,270
39
Female
43,893
Divorced
1
High School
Self-Employed
4.939121
Suburban
Comprehensive
1
12
704
9
2024-06-25 15:21:39.172097
Good
No
Rarely
Apartment
1,035
16,271
63
Female
20,999
Divorced
4
High School
Self-Employed
26.720188
Suburban
Premium
1
17
734
4
2024-01-06 15:21:39.196387
null
No
Daily
House
971
16,272
25
Female
28,004
Married
3
Bachelor's
Self-Employed
21.674208
Suburban
Basic
null
10
697
7
2020-11-13 15:21:39.208842
Poor
No
Daily
House
936
16,273
49
Male
120,574
Married
2
High School
null
14.789639
Suburban
Basic
1
1
352
4
2021-04-25 15:21:39.132191
Good
Yes
Weekly
Apartment
1,144
16,274
64
Female
44,876
Single
1
Master's
Self-Employed
48.082219
Urban
Comprehensive
null
18
null
3
2024-01-15 15:21:39.082499
Good
No
Monthly
House
564
16,275
57
Male
25,155
Single
0
PhD
Employed
29.901323
Rural
Premium
3
19
684
2
2021-11-23 15:21:39.233998
Poor
Yes
Rarely
Apartment
2,045
16,276
31
Female
1,064
Single
2
High School
Employed
25.898649
Rural
Basic
3
15
671
1
2022-03-07 15:21:39.155231
Poor
Yes
Weekly
Condo
725
16,277
54
Male
68,143
Married
1
PhD
null
21.179854
Urban
Comprehensive
2
5
653
7
2021-06-09 15:21:39.226954
Average
Yes
Daily
House
2,418
16,278
32
Female
16,520
Divorced
1
Bachelor's
null
10.528513
Suburban
Premium
null
10
695
3
2020-02-03 15:21:39.086123
Good
Yes
Daily
House
725
16,279
57
Female
2,864
Single
4
Bachelor's
null
null
Suburban
Comprehensive
0
8
null
3
2022-11-23 15:21:39.289099
Good
No
Rarely
House
724
16,280
35
Male
17,803
Divorced
2
Bachelor's
Self-Employed
20.793646
Urban
Comprehensive
1
13
613
9
2023-12-02 15:21:39.134960
Poor
No
Weekly
House
1,348
16,281
43
Male
71,872
Married
0
Master's
null
10.935862
Rural
Basic
0
5
532
2
2024-07-30 15:21:39.091080
null
No
Rarely
House
2,226
16,282
31
Male
12,791
Married
null
High School
Employed
38.649789
Suburban
Premium
0
13
833
7
2020-06-29 15:21:39.192212
Average
No
Rarely
Condo
2,748
16,283
62
Female
59,268
Divorced
2
PhD
null
25.824214
Urban
Comprehensive
null
5
363
8
2021-11-14 15:21:39.155231
Good
Yes
Weekly
Apartment
399
16,284
43
Male
10,546
Married
3
Master's
Unemployed
44.908173
Rural
Comprehensive
2
1
null
8
2021-10-17 15:21:39.226954
Average
No
Monthly
House
86
16,285
47
Male
10,071
Single
0
Bachelor's
Employed
13.82879
Urban
Premium
0
1
null
1
2021-03-03 15:21:39.222387
Good
No
Weekly
Condo
828
16,286
49
Male
59,810
Single
1
Bachelor's
Self-Employed
9.914207
Suburban
Comprehensive
null
0
405
1
2022-12-23 15:21:39.104139
Good
No
Weekly
House
1,673
16,287
25
Male
16,461
Single
0
Master's
null
16.294504
Rural
Basic
null
6
796
9
2021-02-06 15:21:39.146733
Average
Yes
Weekly
Apartment
828
16,288
34
Male
17,907
Divorced
3
PhD
Employed
23.162359
Suburban
Comprehensive
null
2
null
5
2021-01-01 15:21:39.200452
Good
No
Weekly
Apartment
716
16,289
43
Male
628
Married
3
Bachelor's
Unemployed
null
Urban
Basic
null
9
658
3
2021-09-25 15:21:39.134960
Poor
Yes
Monthly
Condo
629
16,290
41
Male
939
Married
3
PhD
Self-Employed
null
Suburban
Premium
null
17
519
6
2020-10-17 15:21:39.148733
Average
Yes
Monthly
House
2,144
16,291
28
Male
82,620
Married
2
High School
Self-Employed
null
Suburban
Basic
3
9
559
3
2020-06-16 15:21:39.237118
Poor
Yes
Monthly
Condo
712
16,292
37
Male
18,671
Single
1
Bachelor's
null
31.591911
Urban
Comprehensive
1
11
843
9
2024-07-30 15:21:39.114118
Average
No
Rarely
Condo
973
16,293
22
Female
4,089
Married
0
Bachelor's
Unemployed
19.457893
Urban
Premium
0
14
484
3
2020-08-09 15:21:39.206847
Poor
Yes
Rarely
House
1,076
16,294
51
Female
83,576
Single
4
PhD
null
17.6777
Suburban
Premium
0
12
443
9
2021-02-04 15:21:39.274993
Poor
No
Rarely
House
3,045
16,295
51
Female
844
Married
3
Bachelor's
null
24.497061
Suburban
Premium
0
4
656
8
2021-12-31 15:21:39.223901
Good
No
Weekly
Apartment
28
16,296
29
Male
14,079
Married
0
Master's
Employed
null
Rural
Premium
0
8
578
5
2020-11-16 15:21:39.085129
Good
Yes
Daily
Apartment
811
16,297
40
Female
29,703
Divorced
2
Master's
Employed
22.826793
Urban
Premium
0
14
818
6
2021-10-09 15:21:39.172097
Poor
No
Daily
Apartment
519
16,298
33
Male
51,370
null
4
High School
Unemployed
30.781625
Urban
Premium
0
11
334
6
2021-09-03 15:21:39.185215
null
Yes
Rarely
Apartment
1,330
16,299
36
Female
3,546
Single
1
Bachelor's
Self-Employed
47.079628
Suburban
Comprehensive
null
8
509
5
2022-10-13 15:21:39.276901
Poor
Yes
Weekly
House
479