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
40,300
28
Female
82,902
null
null
PhD
Self-Employed
45.269906
Suburban
Basic
1
5
482
4
2022-02-08 15:21:39.237118
Good
Yes
Daily
House
1,102
40,301
44
Male
78,163
Divorced
4
Master's
Unemployed
38.096803
Rural
Premium
0
0
611
2
2020-09-16 15:21:39.191219
Average
Yes
Weekly
Condo
75
40,302
20
Male
18,221
Married
4
PhD
Employed
16.973148
Suburban
Comprehensive
0
6
360
2
2021-02-16 15:21:39.144722
Good
No
Daily
Condo
1,044
40,303
25
Female
3,276
Divorced
null
High School
null
40.908102
Rural
Basic
2
7
846
9
2022-07-30 15:21:39.105504
Average
Yes
Monthly
Condo
596
40,304
22
Female
23,470
Single
4
Master's
Employed
39.997655
Rural
Basic
0
0
769
5
2019-09-04 15:21:39.248098
Good
No
Daily
House
961
40,305
28
Female
6,829
Married
0
High School
Unemployed
43.392372
Suburban
Premium
1
19
null
7
2020-10-04 15:21:39.198406
Average
No
Monthly
Apartment
1,240
40,306
60
Male
37,725
Single
1
Bachelor's
null
30.698636
Rural
Basic
1
5
null
9
2023-03-01 15:21:39.084065
Good
No
Weekly
Condo
332
40,307
62
Male
71,315
Single
4
High School
null
41.63347
Suburban
Basic
null
5
598
5
2023-04-01 15:21:39.155231
Poor
Yes
Daily
Condo
259
40,308
42
Female
59,812
Single
4
Bachelor's
Unemployed
4.869005
Urban
Comprehensive
3
16
575
4
2022-08-17 15:21:39.096739
null
No
Weekly
Apartment
2,659
40,309
22
Male
35,017
Divorced
2
PhD
null
14.534706
Suburban
Premium
1
11
704
6
2024-02-11 15:21:39.085129
Good
Yes
Weekly
House
704
40,310
54
Male
null
Divorced
3
PhD
null
null
Urban
Comprehensive
null
15
334
3
2023-04-04 15:21:39.103944
Average
Yes
Daily
Condo
1,230
40,311
59
Male
462
Single
null
Bachelor's
Self-Employed
18.489514
Urban
Comprehensive
0
11
420
9
2022-06-08 15:21:39.155231
Poor
No
Rarely
House
1,149
40,312
54
Male
null
Married
0
High School
null
45.538416
Rural
Premium
3
12
447
3
2023-11-20 15:21:39.092127
Good
Yes
Rarely
House
1,259
40,313
53
Male
12,042
Divorced
null
High School
Self-Employed
9.569879
Suburban
Comprehensive
null
19
789
4
2021-04-24 15:21:39.237118
Average
Yes
Rarely
House
1,499
40,314
24
Male
76,526
Divorced
0
High School
Unemployed
21.868552
Rural
Basic
null
19
null
4
2019-08-18 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,175
40,315
60
Male
20,346
Married
2
High School
Unemployed
16.249038
Suburban
Basic
null
6
713
1
2019-10-19 15:21:39.155231
Poor
No
Daily
House
2,921
40,316
55
Female
20
Single
1
High School
null
32.912272
Suburban
Comprehensive
0
19
441
2
2024-03-11 15:21:39.155231
null
No
Monthly
Condo
538
40,317
57
Female
147,576
Divorced
2
Master's
Employed
50.010535
Rural
Comprehensive
1
14
522
3
2024-04-25 15:21:39.283783
Good
No
Weekly
Condo
2,520
40,318
23
Male
40,329
Single
0
Bachelor's
Self-Employed
6.824102
Rural
Basic
null
7
688
2
2020-03-16 15:21:39.237118
Good
No
Rarely
House
2,201
40,319
64
Female
103,726
Single
1
Master's
null
15.096255
Suburban
Premium
1
2
495
5
2022-02-20 15:21:39.192212
Average
Yes
Monthly
House
2,172
40,320
50
Male
17,285
Divorced
2
Master's
Employed
45.222811
Suburban
Basic
1
15
786
2
2023-06-19 15:21:39.207847
Average
Yes
Daily
House
1,580
40,321
37
Female
604
Single
4
Bachelor's
Employed
41.656629
Suburban
Comprehensive
2
18
692
8
2020-05-27 15:21:39.214388
Poor
No
Monthly
House
1,411
40,322
58
Male
37,553
Single
4
PhD
Employed
22.788355
Suburban
Premium
1
12
729
8
2019-09-16 15:21:39.166062
Average
Yes
Rarely
Condo
1,139
40,323
55
Male
4,835
Single
2
PhD
null
14.414965
Urban
Premium
2
10
530
2
2023-08-26 15:21:39.228521
null
No
Rarely
Apartment
1,053
40,324
34
Female
11,450
Single
null
Master's
Self-Employed
24.907953
Rural
Premium
1
9
639
8
2020-03-13 15:21:39.090124
Good
No
Rarely
Condo
274
40,325
34
Male
17,892
Single
1
Bachelor's
Self-Employed
17.242478
Rural
Premium
null
12
586
4
2021-04-07 15:21:39.134960
Poor
No
Daily
Condo
2,355
40,326
18
Female
1,761
Divorced
null
Master's
Employed
36.930624
Urban
Basic
2
13
567
9
2024-05-22 15:21:39.247098
Average
No
Rarely
Apartment
524
40,327
57
Male
56,561
Single
4
High School
Unemployed
51.6074
Suburban
Comprehensive
null
17
645
2
2024-06-03 15:21:39.108562
Poor
No
Rarely
House
1,379
40,328
18
Male
null
Single
3
Bachelor's
null
17.973206
Suburban
Basic
2
2
473
8
2022-01-02 15:21:39.134960
Good
Yes
Monthly
Condo
2,644
40,329
29
Female
null
Married
3
Bachelor's
Unemployed
13.67887
Suburban
Basic
null
0
427
7
2021-09-19 15:21:39.155231
Good
No
Monthly
Condo
1,805
40,330
48
Female
148,949
null
0
High School
Employed
44.634706
Rural
Premium
2
19
657
5
2022-05-30 15:21:39.111551
Good
Yes
Rarely
House
1,331
40,331
45
Female
61,348
Single
2
Master's
Unemployed
51.90831
Rural
Comprehensive
3
4
769
4
2020-07-24 15:21:39.144722
Average
No
Rarely
Apartment
2,323
40,332
47
Male
32,456
Single
3
PhD
Unemployed
28.859333
Rural
Basic
null
14
null
9
2019-12-24 15:21:39.237118
Average
Yes
Weekly
House
1,992
40,333
54
Female
758
Divorced
4
PhD
Self-Employed
11.954752
Rural
Basic
0
6
635
9
2023-08-15 15:21:39.170099
Poor
Yes
Daily
Apartment
29
40,334
31
Male
6,097
Single
0
Bachelor's
Self-Employed
28.099091
Suburban
Premium
null
17
668
7
2024-06-15 15:21:39.155231
Poor
No
Daily
Condo
543
40,335
42
Male
123,376
Married
3
High School
Employed
41.41057
Rural
Premium
null
17
424
7
2023-01-20 15:21:39.166062
Average
No
Monthly
Condo
1,157
40,336
51
Male
3,075
Married
3
High School
null
null
Suburban
Comprehensive
2
2
478
2
2024-04-30 15:21:39.170099
Good
Yes
Monthly
House
872
40,337
37
Female
24,486
Single
4
High School
Self-Employed
16.069828
Rural
Comprehensive
1
19
497
1
2023-11-06 15:21:39.250151
Poor
No
Weekly
House
1,361
40,338
57
Male
123,738
Divorced
4
High School
Employed
38.647935
Urban
Premium
0
15
479
9
2024-03-23 15:21:39.261856
Good
Yes
Monthly
Apartment
2,193
40,339
51
Male
121,613
Married
null
Bachelor's
Unemployed
25.756912
Suburban
Basic
null
16
788
6
2021-02-05 15:21:39.288099
null
No
Daily
Apartment
3,310
40,340
43
Male
null
Divorced
2
Master's
Employed
7.71135
Suburban
Comprehensive
0
19
397
5
2021-04-22 15:21:39.149731
Average
No
Weekly
Apartment
1,709
40,341
51
Female
null
Single
4
PhD
Self-Employed
7.948586
Suburban
Premium
0
12
623
6
2020-01-03 15:21:39.134960
Good
No
Daily
House
268
40,342
23
Male
43,609
Married
3
High School
null
37.154935
Rural
Premium
0
15
516
2
2020-11-26 15:21:39.185215
Good
Yes
Monthly
House
458
40,343
28
Female
28,200
Single
4
Bachelor's
Employed
36.91998
Suburban
Premium
1
16
559
9
2021-06-04 15:21:39.145732
Average
No
Rarely
Condo
843
40,344
21
Male
15,387
Divorced
1
Master's
Unemployed
19.944792
Rural
Premium
null
13
678
4
2024-05-24 15:21:39.080440
Average
No
Rarely
Apartment
1,517
40,345
27
Male
4,854
Married
0
Master's
Self-Employed
null
Urban
Comprehensive
null
1
572
2
2019-10-14 15:21:39.134960
null
No
Weekly
House
2,326
40,346
20
Male
20,202
Married
1
PhD
Unemployed
25.915417
Suburban
Comprehensive
null
10
630
7
2024-03-06 15:21:39.178918
Good
Yes
Monthly
Apartment
635
40,347
42
Female
83,871
Single
1
Bachelor's
Self-Employed
39.556521
Urban
Basic
0
17
374
9
2023-10-15 15:21:39.087123
Average
No
Monthly
Apartment
3,530
40,348
23
Male
17,131
Married
2
High School
null
28.715854
Urban
Basic
1
12
438
1
2022-04-23 15:21:39.204790
Average
Yes
Daily
House
717
40,349
21
Female
15,696
Single
3
PhD
Unemployed
6.865112
Urban
Basic
0
13
761
2
2023-02-03 15:21:39.256696
Poor
Yes
Weekly
House
807
40,350
54
Male
12,079
Single
1
Master's
Self-Employed
27.493954
Rural
Comprehensive
1
17
433
1
2019-09-28 15:21:39.228521
Average
No
Rarely
House
529
40,351
43
Male
23,168
Married
2
Master's
Unemployed
35.547154
Urban
Premium
1
4
819
6
2021-05-16 15:21:39.256696
Average
No
Rarely
Condo
788
40,352
19
Female
80,798
Married
0
High School
null
null
Urban
Basic
null
9
439
6
2023-07-03 15:21:39.228521
Good
Yes
Rarely
Apartment
753
40,353
56
Female
1,543
Divorced
2
PhD
Self-Employed
33.823528
Rural
Basic
null
3
803
1
2019-09-12 15:21:39.176717
Poor
Yes
Rarely
Apartment
2,660
40,354
48
Female
6,327
Single
0
High School
Employed
45.280146
Urban
Basic
null
15
559
5
2022-09-04 15:21:39.134960
Average
Yes
Weekly
Apartment
922
40,355
59
Female
60,413
Married
4
PhD
Unemployed
31.255345
Rural
Comprehensive
0
9
552
9
2023-07-06 15:21:39.216387
Poor
Yes
Weekly
Condo
241
40,356
46
Male
35,520
Married
2
Bachelor's
Self-Employed
23.93375
Suburban
Comprehensive
null
7
826
5
2021-04-27 15:21:39.108562
Poor
Yes
Weekly
Apartment
1,398
40,357
44
Male
2,714
Divorced
1
High School
Unemployed
null
Urban
Basic
null
12
648
2
2021-12-12 15:21:39.280784
Good
Yes
Monthly
House
907
40,358
49
Male
17,001
Married
3
High School
Self-Employed
40.571268
Urban
Comprehensive
0
1
522
4
2019-09-07 15:21:39.237118
Poor
No
Rarely
House
916
40,359
51
Male
85,738
Single
4
PhD
Employed
null
Urban
Comprehensive
null
15
474
8
2022-06-08 15:21:39.170099
Good
No
Weekly
House
819
40,360
59
Female
117,645
Divorced
4
Bachelor's
Self-Employed
32.674532
Rural
Premium
3
4
558
6
2023-06-07 15:21:39.134960
Good
No
Rarely
Condo
2,850
40,361
40
Male
104,189
Single
3
Master's
Employed
40.439313
Urban
Basic
1
9
429
9
2020-11-27 15:21:39.117183
null
Yes
Daily
Apartment
4,417
40,362
33
Male
null
Divorced
3
Bachelor's
Self-Employed
14.959381
Rural
Basic
2
6
335
9
2024-04-26 15:21:39.186212
Average
No
Rarely
Condo
222
40,363
40
Female
36,456
Divorced
2
Master's
null
5.911517
Suburban
Basic
null
17
553
9
2024-01-17 15:21:39.271453
Good
No
Rarely
Apartment
1,436
40,364
55
Male
49,926
Divorced
4
Bachelor's
Unemployed
11.719097
Suburban
Basic
1
3
426
6
2020-08-22 15:21:39.095696
Good
Yes
Monthly
Condo
176
40,365
32
Female
3,637
Divorced
3
PhD
Self-Employed
5.302593
Rural
Basic
2
3
647
1
2020-01-25 15:21:39.231531
Poor
Yes
Monthly
House
958
40,366
64
Male
6,791
Divorced
0
Master's
Employed
19.955191
Rural
Premium
null
17
727
5
2023-09-27 15:21:39.134960
Poor
Yes
Daily
Apartment
1,823
40,367
54
Male
506
Divorced
1
Master's
Employed
13.78666
Suburban
Comprehensive
2
2
775
8
2021-06-06 15:21:39.245086
Average
Yes
Weekly
House
437
40,368
19
Female
31,297
Divorced
1
PhD
Unemployed
17.979669
Urban
Basic
4
8
616
7
2020-08-06 15:21:39.080440
Good
No
Monthly
Apartment
199
40,369
54
Female
16,091
Single
0
Bachelor's
Unemployed
22.018942
Urban
Comprehensive
2
2
692
9
2024-03-03 15:21:39.256696
Average
No
Weekly
Condo
2,868
40,370
43
Female
6,905
Married
0
Bachelor's
Unemployed
9.39853
Suburban
Basic
2
2
578
2
2023-11-04 15:21:39.278402
Average
No
Rarely
House
814
40,371
23
Male
45,736
Divorced
2
Bachelor's
Employed
29.92851
Suburban
Premium
null
4
457
6
2019-09-26 15:21:39.232526
Average
No
Rarely
Condo
153
40,372
27
Female
20,584
null
2
Bachelor's
Employed
16.927376
Rural
Comprehensive
1
9
304
2
2020-05-22 15:21:39.179186
Good
Yes
Rarely
Apartment
2,488
40,373
28
Female
45,901
Single
2
PhD
Employed
26.854183
Rural
Comprehensive
0
17
541
8
2020-05-05 15:21:39.285112
Good
Yes
Monthly
House
837
40,374
52
Male
29,093
Married
4
High School
null
39.297912
Suburban
Basic
1
9
706
9
2020-02-20 15:21:39.134960
Average
Yes
Monthly
Apartment
1,067
40,375
63
Female
8,072
Married
3
Master's
null
22.979417
Rural
Comprehensive
0
3
null
3
2021-04-19 15:21:39.283783
Good
No
Rarely
Apartment
607
40,376
19
Female
28,215
Divorced
0
Master's
Self-Employed
38.120909
Suburban
Premium
2
0
null
7
2022-04-17 15:21:39.134960
Good
No
Weekly
Apartment
1,466
40,377
31
Male
56,439
Divorced
1
High School
null
43.386656
Suburban
Comprehensive
2
1
734
8
2023-05-18 15:21:39.194829
Average
No
Monthly
House
4,024
40,378
58
Female
381
Single
1
PhD
null
28.202363
Suburban
Basic
null
7
796
6
2023-06-19 15:21:39.220389
Poor
Yes
Weekly
Condo
25
40,379
54
Female
5,873
Single
3
Bachelor's
null
3.951837
Rural
Basic
1
18
720
2
2024-05-31 15:21:39.197445
Poor
No
Rarely
Condo
50
40,380
50
Male
26,660
Single
1
High School
Self-Employed
18.167568
Suburban
Comprehensive
1
0
706
2
2022-09-20 15:21:39.134960
Good
No
Monthly
Condo
1,368
40,381
55
Male
46,077
Single
4
Bachelor's
Self-Employed
18.738134
Rural
Premium
null
1
522
8
2022-09-11 15:21:39.181605
Average
No
Daily
Condo
939
40,382
29
Male
null
Single
null
PhD
null
49.839184
Urban
Basic
null
19
null
4
2020-11-25 15:21:39.237118
Average
Yes
Weekly
House
45
40,383
33
Male
66,573
Married
4
PhD
Self-Employed
34.976258
Suburban
Premium
2
7
344
2
2021-08-11 15:21:39.089116
Average
No
Daily
Condo
2,295
40,384
61
Male
4,702
Single
null
Master's
Self-Employed
29.451412
Suburban
Comprehensive
2
11
null
2
2024-05-01 15:21:39.254678
Poor
Yes
Daily
House
573
40,385
64
Female
30,280
Divorced
2
High School
Unemployed
42.957114
Rural
Comprehensive
0
16
462
6
2023-06-19 15:21:39.085129
Average
Yes
Weekly
Apartment
2,143
40,386
28
Male
114,535
Divorced
2
Master's
null
27.835337
Urban
Basic
0
16
468
9
2021-10-27 15:21:39.256696
Average
No
Monthly
Apartment
2,636
40,387
52
Male
16,101
Married
1
High School
Employed
51.08276
Suburban
Basic
null
0
781
8
2024-06-16 15:21:39.121169
Average
No
Daily
Apartment
1,361
40,388
35
Male
30,663
Married
4
Master's
Unemployed
30.74424
Rural
Premium
null
19
809
7
2021-08-03 15:21:39.285112
Poor
Yes
Monthly
Condo
454
40,389
45
Male
9,058
Divorced
0
Bachelor's
Self-Employed
25.459414
Suburban
Premium
null
12
552
4
2020-06-29 15:21:39.155231
Good
Yes
Weekly
Condo
482
40,390
56
Male
48,933
Married
2
PhD
Employed
20.754482
Suburban
Comprehensive
2
1
449
2
2020-10-17 15:21:39.237118
Good
Yes
Weekly
Apartment
1,472
40,391
47
Female
59,066
Married
0
Master's
Unemployed
17.859389
Suburban
Basic
1
17
577
9
2024-03-25 15:21:39.261856
Average
Yes
Daily
House
231
40,392
47
Female
20,709
Divorced
0
Bachelor's
Self-Employed
14.854201
Rural
Basic
null
9
575
4
2020-04-28 15:21:39.143708
Average
No
Daily
Condo
792
40,393
56
Male
5,981
Married
null
Master's
null
34.65781
Rural
Premium
null
14
571
3
2023-11-05 15:21:39.122134
Poor
No
Weekly
Condo
2,321
40,394
43
Male
929
Divorced
2
Master's
Employed
37.98013
Suburban
Comprehensive
1
1
733
4
2024-01-28 15:21:39.216387
Good
No
Daily
Apartment
2,613
40,395
36
Female
47,769
Single
null
High School
Unemployed
22.818892
Urban
Premium
0
11
303
9
2023-11-13 15:21:39.208842
Good
No
Daily
Condo
446
40,396
20
Male
21,823
Single
null
Bachelor's
Unemployed
23.966159
Urban
Premium
1
8
364
7
2020-02-01 15:21:39.223901
Poor
No
Weekly
Condo
1,179
40,397
19
Male
15,815
Married
2
PhD
Unemployed
19.355839
Rural
Comprehensive
1
10
675
7
2023-09-09 15:21:39.282785
Average
Yes
Weekly
Condo
152
40,398
44
Male
3,096
Divorced
3
High School
null
null
Urban
Premium
1
9
493
2
2022-09-30 15:21:39.155231
Average
No
Daily
Apartment
473
40,399
39
Male
13,664
Married
2
High School
Unemployed
18.95768
Rural
Comprehensive
0
11
848
1
2022-07-02 15:21:39.118178
Average
No
Daily
Apartment
1,225