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
55,300
57
Female
9,072
Divorced
1
Bachelor's
Employed
34.819245
Suburban
Premium
null
1
null
9
2022-06-18 15:21:39.202448
Poor
Yes
Daily
House
1,519
55,301
51
Female
38,509
Married
3
Master's
null
7.884803
Suburban
Premium
null
19
571
6
2021-10-26 15:21:39.152732
Poor
Yes
Monthly
House
1,705
55,302
null
Male
26,246
Married
0
Bachelor's
Unemployed
36.813864
Rural
Comprehensive
null
7
665
5
2020-02-15 15:21:39.237118
Average
Yes
Weekly
House
2,463
55,303
61
Female
2,098
Divorced
1
High School
Employed
19.095441
Suburban
Premium
null
0
823
6
2021-04-03 15:21:39.186212
null
Yes
Monthly
Apartment
669
55,304
43
Male
966
null
4
PhD
null
24.892941
Urban
Basic
null
6
560
7
2023-04-13 15:21:39.092127
Average
No
Monthly
Condo
547
55,305
57
Male
5,843
Single
2
High School
Unemployed
35.246931
Rural
Basic
null
1
581
2
2023-04-26 15:21:39.134960
Average
Yes
Monthly
House
1,269
55,306
30
Female
92,647
Single
1
High School
Self-Employed
36.091344
Rural
Basic
null
13
403
6
2020-10-22 15:21:39.176717
Poor
Yes
Daily
Condo
548
55,307
31
Female
43,910
Single
2
Bachelor's
Self-Employed
3.610978
Suburban
Comprehensive
null
15
null
3
2020-12-25 15:21:39.252145
Average
No
Weekly
Condo
583
55,308
63
Female
1,796
Married
4
PhD
Unemployed
24.425957
Suburban
Basic
0
13
673
6
2021-03-16 15:21:39.223901
Poor
No
Weekly
Apartment
389
55,309
61
Male
3,375
Divorced
2
PhD
Employed
32.88238
Urban
Basic
0
18
374
1
2021-05-02 15:21:39.259788
Poor
No
Daily
Condo
2,416
55,310
52
Male
38,255
Married
2
PhD
Unemployed
4.726339
Rural
Comprehensive
1
17
577
6
2020-01-28 15:21:39.177724
Average
No
Monthly
House
1,523
55,311
61
Female
4,499
Single
0
PhD
null
49.739794
Rural
Comprehensive
null
7
null
8
2020-12-24 15:21:39.237118
Good
Yes
Monthly
Apartment
28
55,312
62
Female
59,422
Single
3
Master's
Employed
23.071222
Urban
Comprehensive
1
7
300
3
2020-08-19 15:21:39.237118
Good
No
Daily
Condo
430
55,313
47
Female
20,961
Divorced
1
Master's
Unemployed
49.74856
Suburban
Premium
null
11
null
6
2022-04-26 15:21:39.245086
Poor
No
Weekly
Apartment
1,071
55,314
40
Male
56,764
Divorced
0
PhD
null
11.556376
Urban
Premium
null
18
437
2
2020-05-25 15:21:39.252145
null
No
Daily
Condo
1,069
55,315
47
Male
null
Divorced
3
Bachelor's
Employed
20.711103
Suburban
Basic
1
8
null
3
2020-11-28 15:21:39.237118
Poor
No
Daily
Condo
119
55,316
64
Female
20,292
Married
2
PhD
Unemployed
24.387879
Urban
Comprehensive
null
14
713
2
2024-07-03 15:21:39.149731
Poor
Yes
Weekly
House
803
55,317
null
Male
29,079
Married
3
High School
Self-Employed
41.61475
Urban
Premium
0
18
null
4
2024-07-13 15:21:39.134960
Poor
No
Daily
House
612
55,318
23
Male
59,566
Divorced
2
High School
Unemployed
28.09088
Urban
Comprehensive
0
11
793
7
2022-12-18 15:21:39.132191
null
Yes
Weekly
Apartment
2,266
55,319
25
Female
10,097
Married
3
Bachelor's
null
14.155884
Suburban
Basic
null
17
null
6
2022-01-05 15:21:39.215386
Poor
Yes
Rarely
Condo
125
55,320
46
Male
1,138
Divorced
0
Bachelor's
Unemployed
42.724173
Urban
Basic
null
13
554
4
2020-07-05 15:21:39.093681
Poor
Yes
Weekly
Condo
307
55,321
54
Female
1,799
Married
4
Master's
Self-Employed
null
Suburban
Basic
null
5
793
1
2020-04-18 15:21:39.146733
Average
No
Monthly
Condo
893
55,322
53
Male
30,443
Divorced
0
Master's
Employed
28.7882
Suburban
Basic
1
15
531
9
2021-07-29 15:21:39.228521
Good
No
Weekly
House
815
55,323
49
Female
30,221
Married
3
PhD
null
24.545602
Rural
Basic
null
13
646
5
2020-07-28 15:21:39.190215
Average
No
Monthly
Apartment
688
55,324
35
Female
31,008
Divorced
4
PhD
Unemployed
24.754745
Suburban
Premium
2
2
548
3
2022-06-26 15:21:39.134960
Average
Yes
Weekly
Apartment
638
55,325
44
Male
68,853
Divorced
3
High School
null
35.079969
Suburban
Basic
0
7
697
5
2021-07-17 15:21:39.155231
Average
Yes
Daily
Apartment
220
55,326
56
Male
24,223
Divorced
3
Bachelor's
Unemployed
17.181157
Rural
Comprehensive
1
9
456
6
2021-04-14 15:21:39.118178
Average
Yes
Weekly
Condo
461
55,327
49
Male
20,248
Single
2
High School
Employed
37.246517
Urban
Comprehensive
1
11
null
4
2020-12-16 15:21:39.146733
Good
Yes
Rarely
Condo
635
55,328
24
Male
37,349
Married
2
Bachelor's
Self-Employed
16.847261
Suburban
Comprehensive
null
7
null
1
2023-04-13 15:21:39.134960
Good
Yes
Daily
Apartment
657
55,329
54
Female
3,689
Divorced
2
Master's
Unemployed
25.170732
Suburban
Premium
null
9
461
2
2021-10-14 15:21:39.219432
Poor
Yes
Rarely
Condo
582
55,330
19
Female
27,116
Married
4
Master's
Employed
18.734709
Rural
Premium
0
3
713
9
2022-01-14 15:21:39.152732
Poor
No
Daily
Condo
845
55,331
58
Male
1,209
Single
4
Bachelor's
Unemployed
23.038198
Suburban
Premium
0
0
554
7
2020-07-05 15:21:39.280784
Average
No
Weekly
House
223
55,332
46
Male
43,790
Married
1
High School
Self-Employed
16.803365
Urban
Basic
null
13
816
4
2020-02-25 15:21:39.126661
Average
Yes
Weekly
Apartment
1,536
55,333
49
Female
71,213
Divorced
3
Bachelor's
Employed
22.649216
Rural
Basic
1
9
842
4
2022-06-02 15:21:39.122134
Good
Yes
Daily
House
87
55,334
57
Female
3,065
null
1
High School
null
49.267655
Suburban
Basic
2
18
796
1
2020-04-29 15:21:39.155231
Poor
No
Weekly
House
526
55,335
50
Male
39,746
Married
4
PhD
Self-Employed
17.152943
Urban
Premium
null
5
677
2
2019-11-01 15:21:39.133866
Good
No
Daily
Condo
1,516
55,336
34
Male
8,096
Divorced
null
PhD
null
42.449628
Suburban
Basic
2
19
483
1
2021-10-15 15:21:39.095696
Poor
Yes
Daily
House
1,813
55,337
39
Male
17,092
Divorced
4
Bachelor's
Self-Employed
22.92377
Suburban
Premium
2
6
779
6
2024-04-07 15:21:39.134960
Poor
Yes
Weekly
House
774
55,338
56
Female
15,258
Divorced
0
High School
null
null
Rural
Comprehensive
0
3
590
4
2021-11-30 15:21:39.204790
Poor
Yes
Monthly
Apartment
1,251
55,339
57
Female
2,470
Married
3
Bachelor's
Self-Employed
42.180469
Rural
Comprehensive
1
19
453
4
2020-04-06 15:21:39.194829
Poor
No
Monthly
House
1,229
55,340
51
Male
44,635
Single
2
High School
Self-Employed
16.25276
Urban
Basic
0
1
551
2
2020-08-27 15:21:39.176717
Average
No
Monthly
House
804
55,341
56
Female
24,603
Married
3
PhD
Employed
6.40831
Suburban
Comprehensive
1
2
696
4
2020-03-12 15:21:39.283783
null
Yes
Weekly
Apartment
57
55,342
22
Male
3,258
Divorced
2
PhD
null
null
Suburban
Basic
1
10
528
2
2022-08-25 15:21:39.283783
Poor
No
Weekly
Apartment
1,523
55,343
28
Male
7,087
Divorced
0
PhD
Self-Employed
14.778112
Rural
Basic
null
14
678
5
2023-06-16 15:21:39.155231
Average
No
Daily
Condo
1,219
55,344
60
Male
138,044
Single
4
Master's
null
23.49732
Rural
Comprehensive
1
14
453
8
2022-01-16 15:21:39.155231
Average
Yes
Daily
Apartment
1,853
55,345
48
Male
35,318
Single
2
PhD
null
33.15586
Suburban
Premium
1
5
679
9
2020-07-26 15:21:39.134960
Average
Yes
Monthly
Condo
261
55,346
58
Male
10,128
Married
1
Master's
null
31.58847
Suburban
Premium
null
18
312
7
2023-08-14 15:21:39.152732
Good
No
Rarely
Condo
2,846
55,347
47
Male
43,414
Married
2
PhD
Unemployed
4.884817
Urban
Comprehensive
0
14
739
4
2023-11-09 15:21:39.231531
Average
Yes
Rarely
Apartment
549
55,348
53
Male
31,003
Married
0
High School
Self-Employed
41.933911
Suburban
Comprehensive
1
14
704
4
2024-07-01 15:21:39.274993
Poor
No
Daily
Condo
642
55,349
27
Female
16,145
Married
2
Master's
Employed
31.569129
Rural
Basic
1
11
678
1
2022-08-22 15:21:39.134960
Average
No
Weekly
Apartment
1,584
55,350
30
Female
27,709
Divorced
3
High School
Self-Employed
42.344416
Rural
Comprehensive
1
3
null
8
2019-09-20 15:21:39.244069
Poor
Yes
Daily
Condo
4,241
55,351
62
Female
18,062
Married
1
Master's
null
31.923811
Suburban
Premium
null
9
527
9
2023-04-11 15:21:39.094752
Good
No
Monthly
Condo
1,505
55,352
48
Female
18,992
Divorced
0
PhD
Unemployed
20.723703
Rural
Comprehensive
2
12
742
1
2023-11-06 15:21:39.113566
Poor
Yes
Rarely
Apartment
24
55,353
56
Male
12,077
Single
null
Bachelor's
Unemployed
24.08675
Rural
Comprehensive
1
7
799
1
2021-11-22 15:21:39.256696
Poor
Yes
Daily
House
27
55,354
31
Male
97,447
Single
1
Master's
null
14.844667
Suburban
Basic
2
19
431
2
2020-11-09 15:21:39.177724
Good
No
Monthly
House
530
55,355
48
Male
33,108
Single
4
High School
Unemployed
39.147083
Rural
Premium
1
14
798
8
2024-05-14 15:21:39.206847
Good
Yes
Monthly
Apartment
971
55,356
25
Male
48,937
Married
2
Master's
Self-Employed
17.827132
Suburban
Comprehensive
null
10
613
7
2021-07-16 15:21:39.214388
Average
No
Weekly
Apartment
302
55,357
58
Male
16,259
Married
0
Master's
Self-Employed
18.392673
Rural
Basic
0
19
492
5
2021-02-20 15:21:39.132191
null
No
Daily
Condo
532
55,358
45
Female
119,062
Divorced
3
Bachelor's
Self-Employed
27.624935
Suburban
Premium
null
4
449
9
2019-12-11 15:21:39.267454
Good
No
Daily
Apartment
100
55,359
39
Female
61,467
Divorced
3
Master's
Employed
42.449729
Urban
Premium
1
4
742
6
2022-03-19 15:21:39.155231
Poor
No
Monthly
House
394
55,360
29
Male
1,299
Married
4
High School
Self-Employed
15.752176
Suburban
Premium
2
1
null
3
2022-09-29 15:21:39.150730
Good
No
Daily
House
710
55,361
40
Male
7,087
Divorced
1
Master's
Unemployed
25.579739
Urban
Comprehensive
0
11
766
8
2022-12-04 15:21:39.246098
Average
No
Weekly
House
1,807
55,362
61
Female
28,950
Single
1
High School
Unemployed
39.171399
Urban
Premium
0
6
609
2
2023-02-08 15:21:39.126661
null
No
Weekly
House
322
55,363
53
Female
41,496
Divorced
2
Bachelor's
Employed
18.586544
Suburban
Comprehensive
0
14
429
6
2022-01-23 15:21:39.119168
Good
Yes
Rarely
House
645
55,364
41
Male
17,076
Divorced
3
PhD
Self-Employed
22.934277
Rural
Basic
0
13
531
8
2020-03-07 15:21:39.148733
Good
Yes
Rarely
House
703
55,365
45
Male
9,027
Married
0
High School
Self-Employed
36.677061
Urban
Comprehensive
2
2
771
1
2024-06-15 15:21:39.176717
Average
No
Monthly
House
148
55,366
42
Male
16,888
Single
2
Master's
Unemployed
45.849344
Suburban
Comprehensive
1
10
696
2
2020-05-14 15:21:39.090124
Average
Yes
Weekly
Apartment
729
55,367
57
Male
2,748
Single
2
PhD
null
10.654207
Suburban
Comprehensive
0
15
424
4
2020-09-25 15:21:39.194829
Poor
No
Daily
Apartment
59
55,368
23
Female
1,543
Single
0
High School
null
24.142749
Suburban
Premium
2
8
437
7
2021-09-15 15:21:39.182597
Average
No
Daily
House
790
55,369
30
Female
59,079
null
1
Master's
null
24.82945
Urban
Basic
2
13
740
3
2019-10-15 15:21:39.223901
Good
No
Weekly
Condo
668
55,370
26
Female
61,461
Married
3
Master's
Self-Employed
7.671929
Suburban
Premium
2
15
624
5
2024-05-25 15:21:39.205850
Good
Yes
Rarely
Condo
26
55,371
51
Male
null
Single
4
Master's
null
4.868509
Suburban
Comprehensive
1
18
604
2
2019-10-08 15:21:39.209847
Average
No
Daily
Apartment
150
55,372
19
Female
1,413
Single
1
Master's
Unemployed
19.826107
Suburban
Premium
0
19
731
4
2023-08-04 15:21:39.155231
Good
No
Rarely
Apartment
86
55,373
54
Female
26,625
Married
1
Master's
null
7.749699
Suburban
Premium
1
14
722
5
2019-10-19 15:21:39.276901
Good
No
Rarely
House
1,618
55,374
27
Male
4,820
Divorced
2
Bachelor's
Employed
32.364036
Suburban
Premium
0
2
341
1
2021-01-13 15:21:39.204790
Good
No
Monthly
Apartment
783
55,375
33
Male
43,920
Single
0
High School
Employed
null
Urban
Premium
0
19
709
1
2022-06-12 15:21:39.196387
Good
No
Monthly
House
988
55,376
41
Male
45,614
Divorced
1
Master's
Self-Employed
20.092229
Rural
Comprehensive
null
6
729
1
2022-05-03 15:21:39.264504
Poor
Yes
Weekly
Apartment
1,876
55,377
34
Female
55,460
Married
4
High School
null
13.792824
Rural
Premium
2
15
648
6
2023-09-12 15:21:39.253660
Poor
No
Monthly
Condo
192
55,378
59
Male
9,062
Divorced
1
Bachelor's
Unemployed
29.946145
Suburban
Basic
0
7
541
8
2020-11-25 15:21:39.091080
Poor
No
Monthly
House
998
55,379
22
Male
83,031
Divorced
3
PhD
Self-Employed
34.157425
Rural
Basic
null
10
366
9
2021-10-06 15:21:39.210805
Poor
No
Rarely
Condo
2,558
55,380
48
Female
10,561
Single
1
High School
Self-Employed
11.551201
Urban
Basic
2
5
373
6
2021-07-04 15:21:39.155231
Good
Yes
Daily
Apartment
663
55,381
50
Female
1,798
Divorced
1
Master's
null
21.638549
Suburban
Premium
null
10
434
9
2019-10-08 15:21:39.285112
null
Yes
Daily
Condo
659
55,382
32
Male
32,132
Divorced
4
Bachelor's
Employed
34.091164
Suburban
Basic
1
6
null
6
2022-11-10 15:21:39.122134
Average
No
Rarely
Apartment
2,968
55,383
52
Female
134,843
Divorced
4
High School
Employed
33.642066
Urban
Basic
2
15
null
7
2021-11-12 15:21:39.280784
Good
No
Weekly
Condo
26
55,384
37
Male
7,881
Divorced
0
Bachelor's
null
49.135915
Suburban
Comprehensive
1
8
829
4
2022-12-09 15:21:39.155231
Average
No
Rarely
Condo
1,126
55,385
41
Female
20,911
Married
2
Bachelor's
null
33.393466
Rural
Basic
null
18
721
6
2023-04-07 15:21:39.289099
Average
Yes
Monthly
Apartment
463
55,386
40
Male
3,941
Married
0
High School
Employed
44.637119
Urban
Comprehensive
1
12
354
3
2020-04-20 15:21:39.148733
Average
No
Daily
Apartment
855
55,387
23
Male
2,598
Divorced
4
Bachelor's
Self-Employed
null
Rural
Basic
0
18
799
7
2020-06-25 15:21:39.084065
Good
Yes
Daily
House
710
55,388
21
Female
null
Single
4
PhD
Self-Employed
52.092005
Suburban
Premium
0
18
null
8
2020-10-15 15:21:39.122134
Poor
Yes
Rarely
House
1,165
55,389
64
Female
6,051
Married
0
Bachelor's
null
7.843223
Rural
Basic
null
8
521
8
2021-02-02 15:21:39.134960
Average
Yes
Rarely
House
1,048
55,390
44
Male
null
Single
0
High School
Unemployed
26.5396
Urban
Comprehensive
null
19
470
8
2023-03-13 15:21:39.091080
Poor
Yes
Rarely
House
24
55,391
64
Male
28,409
Divorced
null
Master's
null
26.091342
Suburban
Premium
1
1
848
2
2021-07-08 15:21:39.125660
Poor
Yes
Weekly
Apartment
656
55,392
53
Female
7,094
Divorced
0
High School
Employed
11.382314
Urban
Premium
1
18
761
2
2020-04-12 15:21:39.081504
Poor
Yes
Monthly
Apartment
690
55,393
24
Female
2,536
Single
4
PhD
null
17.829708
Urban
Comprehensive
1
14
495
4
2022-03-05 15:21:39.155231
Poor
Yes
Daily
Apartment
1,361
55,394
42
Male
5,874
Married
4
High School
null
15.842242
Urban
Basic
null
12
617
1
2024-01-10 15:21:39.152732
Good
No
Rarely
House
477
55,395
46
Female
66,831
Married
0
PhD
Unemployed
26.381277
Suburban
Comprehensive
1
6
492
1
2020-12-10 15:21:39.222387
Average
No
Rarely
Apartment
27
55,396
41
Female
39,069
Divorced
3
Bachelor's
Self-Employed
26.37437
Suburban
Premium
1
15
723
4
2023-06-15 15:21:39.098696
Good
No
Weekly
Condo
731
55,397
41
Female
3,258
Married
1
PhD
Unemployed
34.52009
Rural
Comprehensive
3
19
767
4
2023-11-22 15:21:39.134960
Poor
Yes
Daily
Apartment
1,580
55,398
32
Male
38,289
Divorced
2
Master's
Self-Employed
7.085389
Rural
Comprehensive
0
0
420
3
2024-02-23 15:21:39.126661
Average
No
Weekly
Apartment
1,187
55,399
48
Male
83,913
Married
1
High School
Self-Employed
45.05847
Rural
Basic
0
5
791
4
2019-08-25 15:21:39.147735
Average
Yes
Monthly
Condo
30