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
18,300
47
Female
55,739
Married
1
PhD
Employed
28.949529
Suburban
Premium
1
10
418
8
2023-08-31 15:21:39.268507
Good
No
Weekly
Apartment
645
18,301
29
Female
15,892
Single
1
High School
Employed
26.619532
Urban
Basic
0
2
603
8
2022-07-21 15:21:39.283783
Average
No
Weekly
Apartment
819
18,302
42
Male
56,652
Married
0
Bachelor's
Self-Employed
37.126541
Urban
Basic
0
16
367
1
2023-08-30 15:21:39.286113
Poor
No
Weekly
Apartment
562
18,303
36
Female
128,891
Single
4
High School
null
10.081018
Urban
Basic
2
10
318
8
2022-04-05 15:21:39.130190
Average
No
Daily
House
1,294
18,304
23
Male
35,341
Married
1
Master's
Unemployed
35.576566
Rural
Basic
null
5
783
6
2020-07-29 15:21:39.155231
Average
Yes
Weekly
Apartment
742
18,305
22
Female
11,564
Divorced
4
Bachelor's
null
27.907959
Rural
Basic
2
0
793
2
2023-05-07 15:21:39.282785
Poor
Yes
Monthly
Condo
1,203
18,306
61
Female
24,891
Married
2
PhD
Self-Employed
26.755542
Suburban
Premium
0
10
630
7
2020-03-18 15:21:39.237118
Poor
Yes
Monthly
Condo
1,658
18,307
31
Female
83,981
Married
3
Bachelor's
null
19.810849
Suburban
Comprehensive
null
6
531
2
2022-08-03 15:21:39.194829
Good
Yes
Monthly
Condo
157
18,308
60
Female
7,963
Single
null
Bachelor's
Self-Employed
25.09336
Suburban
Premium
2
17
624
1
2022-10-29 15:21:39.147735
Average
Yes
Weekly
House
734
18,309
56
Female
13,982
Single
0
Bachelor's
Employed
33.572997
Suburban
Comprehensive
0
5
535
8
2020-08-07 15:21:39.226954
Average
Yes
Monthly
Condo
901
18,310
49
Male
3,086
Single
0
Master's
Unemployed
32.137911
Urban
Comprehensive
null
18
454
5
2020-05-13 15:21:39.155231
Good
Yes
Daily
House
532
18,311
20
Male
2,396
Single
0
PhD
Unemployed
12.296801
Suburban
Comprehensive
0
15
533
4
2019-09-12 15:21:39.126661
Good
Yes
Rarely
House
816
18,312
54
Female
29,625
Married
2
Bachelor's
Self-Employed
29.886798
Suburban
Basic
0
15
663
9
2019-08-26 15:21:39.237118
Average
No
Weekly
House
2,134
18,313
37
Male
3,701
Married
4
Master's
Employed
48.889921
Suburban
Premium
1
3
444
1
2020-05-29 15:21:39.268507
Good
No
Rarely
House
606
18,314
63
Female
15,274
Married
1
PhD
Employed
43.927695
Urban
Comprehensive
0
15
589
8
2021-09-06 15:21:39.134960
Poor
Yes
Rarely
House
767
18,315
23
Female
924
Divorced
2
PhD
null
20.829062
Suburban
Comprehensive
2
5
665
4
2023-07-26 15:21:39.188220
Poor
Yes
Rarely
Apartment
1,453
18,316
63
Female
17,087
Divorced
4
Master's
Employed
35.917572
Urban
Basic
1
10
786
5
2022-05-01 15:21:39.092127
Poor
Yes
Weekly
Condo
2,129
18,317
63
Female
56,862
Divorced
0
PhD
Unemployed
31.924806
Suburban
Basic
null
7
307
6
2022-10-15 15:21:39.287115
Average
No
Monthly
House
913
18,318
35
Female
41,426
Married
3
Bachelor's
Unemployed
32.472111
Rural
Premium
0
16
558
5
2023-01-03 15:21:39.281787
Good
Yes
Daily
Condo
1,995
18,319
30
Female
4,184
Divorced
3
Bachelor's
Self-Employed
38.566869
Urban
Comprehensive
null
9
831
7
2023-03-07 15:21:39.237118
Average
Yes
Weekly
House
202
18,320
23
Female
33,284
Divorced
4
Master's
Employed
10.646469
Suburban
Basic
1
5
697
4
2022-06-17 15:21:39.177724
Average
Yes
Weekly
House
1,702
18,321
48
Female
26,373
Married
4
PhD
null
38.359812
Suburban
Basic
1
12
845
1
2022-04-22 15:21:39.246098
Average
No
Rarely
Condo
890
18,322
38
Male
1,695
Married
3
Master's
Unemployed
7.281678
Rural
Comprehensive
2
6
518
7
2020-09-13 15:21:39.079128
null
No
Rarely
House
1,521
18,323
49
Male
15,886
null
4
Bachelor's
Self-Employed
null
Urban
Premium
null
16
766
4
2023-11-28 15:21:39.134960
Average
No
Daily
Apartment
23
18,324
46
Male
28,416
Divorced
4
Bachelor's
null
32.186053
Rural
Premium
1
13
639
3
2023-08-13 15:21:39.151732
Good
Yes
Monthly
House
805
18,325
59
Male
1,807
Single
null
Bachelor's
null
14.869285
Rural
Premium
2
12
573
8
2021-08-07 15:21:39.089116
Poor
Yes
Monthly
Condo
1,603
18,326
62
Female
69,992
Single
3
Master's
null
31.449522
Rural
Premium
0
4
383
7
2021-12-21 15:21:39.274993
Poor
No
Rarely
Condo
1,106
18,327
36
Male
7,073
Divorced
1
High School
Unemployed
null
Rural
Comprehensive
null
17
592
1
2020-08-08 15:21:39.152732
Poor
No
Weekly
House
562
18,328
51
Male
null
Single
0
PhD
Self-Employed
null
Suburban
Premium
null
19
668
7
2020-11-09 15:21:39.134960
Poor
No
Monthly
Apartment
33
18,329
21
Female
null
Single
4
Master's
Unemployed
38.939284
Suburban
Comprehensive
0
17
673
8
2024-03-04 15:21:39.134960
Good
Yes
Monthly
Condo
389
18,330
30
Female
16,290
Divorced
4
Bachelor's
null
5.275329
Urban
Premium
null
15
744
7
2020-03-04 15:21:39.134960
Poor
No
Rarely
Apartment
1,139
18,331
53
Female
58,987
Single
2
Master's
Self-Employed
16.246837
Urban
Basic
3
11
652
9
2020-10-17 15:21:39.155231
Average
Yes
Weekly
Condo
397
18,332
28
Male
7,073
Single
0
Master's
Employed
19.530936
Rural
Basic
null
12
657
5
2020-03-05 15:21:39.232526
Average
Yes
Weekly
Condo
3,262
18,333
null
Female
539
Married
0
PhD
Unemployed
null
Urban
Premium
1
18
663
2
2021-01-22 15:21:39.221386
Good
No
Rarely
Condo
748
18,334
27
Male
118,294
Divorced
3
Master's
Self-Employed
23.235461
Rural
Premium
0
19
518
5
2022-06-08 15:21:39.276901
Good
Yes
Monthly
House
382
18,335
18
Female
40,625
Single
2
PhD
Self-Employed
25.739467
Urban
Premium
0
5
null
7
2024-07-08 15:21:39.125660
Good
Yes
Daily
Condo
3,191
18,336
30
Male
35,329
Single
2
Bachelor's
Employed
21.443911
Urban
Premium
0
1
625
1
2019-11-07 15:21:39.250151
Poor
No
Weekly
Condo
391
18,337
36
Female
1,097
Single
2
Bachelor's
Self-Employed
15.938651
Urban
Comprehensive
2
3
361
2
2022-08-20 15:21:39.092127
Average
Yes
Weekly
Condo
1,269
18,338
40
Female
20,891
Single
null
PhD
Employed
6.848301
Suburban
Basic
0
4
null
2
2020-02-01 15:21:39.223901
Good
Yes
Rarely
Apartment
1,229
18,339
33
Male
114,557
Single
null
High School
Unemployed
40.737211
Suburban
Comprehensive
1
16
332
9
2022-07-25 15:21:39.122134
Average
No
Rarely
Condo
883
18,340
31
Female
39,744
Single
1
PhD
null
24.53465
Suburban
Comprehensive
3
19
536
1
2024-03-10 15:21:39.216387
Good
Yes
Monthly
Apartment
537
18,341
48
Female
3,568
Divorced
1
Master's
null
29.297534
Urban
Comprehensive
2
2
657
6
2022-11-14 15:21:39.087123
Poor
Yes
Rarely
House
1,284
18,342
38
Female
3,840
Single
2
High School
Employed
25.663787
Urban
Premium
3
7
416
7
2023-04-12 15:21:39.124659
Poor
No
Monthly
Apartment
2,856
18,343
43
Female
8,103
Single
3
PhD
Unemployed
15.927809
Urban
Premium
1
6
412
4
2022-05-18 15:21:39.143476
Average
Yes
Monthly
House
1,006
18,344
51
Female
17,095
Married
4
Master's
Employed
22.068891
Suburban
Premium
null
1
757
6
2019-11-04 15:21:39.080184
Average
Yes
Monthly
Apartment
671
18,345
63
Female
44,939
Married
1
PhD
null
41.254776
Urban
Comprehensive
2
2
622
2
2020-11-16 15:21:39.237118
Poor
No
Rarely
House
1,521
18,346
46
Male
35,133
Divorced
2
Bachelor's
Self-Employed
29.947313
Suburban
Basic
1
15
351
9
2021-03-30 15:21:39.125660
null
No
Weekly
House
1,061
18,347
53
Female
10,174
Divorced
0
PhD
Self-Employed
34.937831
Suburban
Comprehensive
2
15
678
4
2022-11-12 15:21:39.134960
Average
Yes
Daily
Apartment
563
18,348
55
Male
25,554
Divorced
4
PhD
Employed
39.098942
Urban
Comprehensive
0
14
621
8
2020-10-27 15:21:39.155231
Average
Yes
Weekly
House
736
18,349
18
Male
391
Married
0
Bachelor's
Unemployed
26.393394
Rural
Premium
0
13
694
6
2024-02-29 15:21:39.153733
Average
No
Monthly
Apartment
1,484
18,350
23
Female
27,467
Single
1
Bachelor's
null
12.135034
Rural
Basic
0
18
null
8
2024-03-01 15:21:39.286113
Good
Yes
Daily
House
1,199
18,351
50
Male
59,953
Divorced
2
Master's
null
32.958483
Rural
Comprehensive
null
16
444
1
2020-01-03 15:21:39.180553
Poor
Yes
Rarely
Condo
25
18,352
52
Male
5,926
Single
3
High School
Employed
3.892814
Urban
Comprehensive
1
11
627
3
2020-05-04 15:21:39.181605
Poor
Yes
Rarely
House
1,130
18,353
51
Female
28,682
null
1
Bachelor's
Self-Employed
44.090067
Suburban
Comprehensive
0
8
null
5
2019-11-26 15:21:39.276901
Average
No
Monthly
House
1,607
18,354
44
Female
2,499
Single
3
High School
Self-Employed
35.242045
Rural
Comprehensive
1
16
382
1
2020-06-27 15:21:39.186212
Good
No
Daily
Apartment
485
18,355
19
Female
23,591
Married
3
Master's
Unemployed
33.285527
Rural
Comprehensive
null
1
446
1
2020-04-30 15:21:39.134960
Poor
No
Monthly
Apartment
456
18,356
46
Female
92,963
Single
3
High School
Unemployed
16.583861
Rural
Basic
1
5
307
8
2020-05-02 15:21:39.274993
Poor
No
Rarely
House
356
18,357
48
Male
4,838
Divorced
0
Master's
Unemployed
23.809344
Suburban
Premium
0
3
322
3
2023-03-30 15:21:39.134960
Good
Yes
Weekly
House
44
18,358
18
Male
3,555
Single
4
High School
Employed
13.008048
Suburban
Comprehensive
0
11
515
9
2021-07-23 15:21:39.201446
Poor
No
Rarely
House
2,513
18,359
56
Male
10,892
Married
null
Bachelor's
Unemployed
null
Rural
Comprehensive
null
4
490
8
2023-10-24 15:21:39.122134
Good
Yes
Rarely
Condo
1,719
18,360
61
Female
32,679
Married
4
Bachelor's
null
18.839583
Rural
Basic
0
15
432
7
2022-08-03 15:21:39.171102
Poor
Yes
Rarely
House
480
18,361
54
Female
31,402
Married
3
Master's
null
30.639505
Rural
Basic
2
19
775
7
2023-08-31 15:21:39.187211
Good
Yes
Daily
Condo
1,276
18,362
49
Female
27,119
Divorced
1
High School
Employed
17.079573
Rural
Basic
null
17
537
3
2020-12-09 15:21:39.154008
Good
No
Monthly
House
1,732
18,363
60
Female
16,085
Single
0
PhD
null
27.891312
Suburban
Basic
1
18
456
3
2021-05-11 15:21:39.237118
Poor
Yes
Daily
Condo
1,748
18,364
21
Female
23,496
Single
1
Master's
Self-Employed
20.71257
Suburban
Basic
1
6
828
1
2019-11-22 15:21:39.097737
Good
No
Daily
House
1,329
18,365
27
Male
44,393
Divorced
4
High School
null
17.964014
Urban
Basic
null
8
771
2
2023-04-18 15:21:39.289099
Average
No
Monthly
Condo
576
18,366
30
Male
2,891
Divorced
2
PhD
Unemployed
38.033917
Rural
Comprehensive
0
1
497
1
2023-07-13 15:21:39.237118
Average
No
Daily
Condo
1,750
18,367
27
Female
6,051
Single
0
PhD
null
24.772236
Suburban
Premium
2
1
638
9
2022-09-24 15:21:39.170099
Average
Yes
Monthly
House
2,478
18,368
46
Female
6,957
Single
null
Bachelor's
Employed
7.895958
Urban
Basic
2
18
324
6
2020-04-16 15:21:39.093681
Good
No
Monthly
Condo
1,087
18,369
41
Female
6,871
Single
null
PhD
null
7.539695
Urban
Premium
0
11
707
1
2020-03-16 15:21:39.283783
Average
Yes
Weekly
Condo
546
18,370
33
Female
24,981
Single
4
PhD
Employed
50.794846
Suburban
Premium
1
9
683
4
2021-09-03 15:21:39.130190
Good
Yes
Weekly
Condo
508
18,371
45
Female
28,193
Married
1
PhD
Employed
19.166819
Suburban
Premium
1
16
691
3
2022-09-23 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,166
18,372
37
Male
24,682
Divorced
1
Master's
Employed
33.661715
Urban
Premium
null
8
635
8
2021-04-24 15:21:39.273973
Poor
Yes
Weekly
Condo
1,301
18,373
24
Male
45,357
Married
null
Master's
Self-Employed
16.068614
Suburban
Basic
1
10
null
7
2022-03-23 15:21:39.237118
Good
Yes
Monthly
Apartment
710
18,374
51
Male
3,528
Divorced
4
PhD
Employed
33.268768
Rural
Premium
1
15
841
9
2020-05-21 15:21:39.155231
null
No
Monthly
Apartment
899
18,375
63
Female
14,984
Single
2
Bachelor's
null
null
Urban
Comprehensive
2
8
713
1
2024-05-10 15:21:39.134960
Average
Yes
Rarely
House
1,613
18,376
31
Male
17,791
Divorced
3
PhD
Self-Employed
9.161686
Urban
Premium
3
5
809
7
2019-08-22 15:21:39.084065
Good
Yes
Rarely
Condo
2,094
18,377
35
Male
39,766
Married
3
Master's
Employed
15.071979
Suburban
Premium
0
1
644
9
2021-01-02 15:21:39.182597
Good
Yes
Weekly
Apartment
90
18,378
47
Female
132,684
Divorced
2
Bachelor's
null
19.84544
Urban
Basic
0
14
496
7
2021-05-05 15:21:39.253660
Average
Yes
Rarely
Apartment
130
18,379
51
Female
90
Divorced
1
Master's
Employed
33.077067
Suburban
Basic
2
18
null
5
2020-12-08 15:21:39.124659
Average
Yes
Weekly
Condo
2,525
18,380
64
Male
12,093
Divorced
3
PhD
null
32.908332
Suburban
Premium
0
18
null
3
2021-03-15 15:21:39.166062
Average
No
Weekly
House
498
18,381
64
Male
645
Single
1
PhD
Unemployed
42.082769
Suburban
Premium
2
13
707
5
2024-02-26 15:21:39.134960
Poor
Yes
Daily
Apartment
1,414
18,382
41
Female
15,741
Single
4
Bachelor's
null
36.018231
Rural
Premium
0
8
723
6
2023-06-29 15:21:39.111551
Average
No
Daily
House
461
18,383
42
Female
29,003
Divorced
3
High School
Unemployed
50.749491
Suburban
Basic
0
10
749
6
2020-07-24 15:21:39.134960
Poor
Yes
Daily
House
677
18,384
39
Male
52,958
Single
3
PhD
Employed
12.65242
Suburban
Premium
null
7
349
5
2023-09-07 15:21:39.155231
Average
No
Monthly
Apartment
1,713
18,385
61
Male
57,989
Married
null
Master's
Self-Employed
25.350116
Suburban
Comprehensive
1
12
670
6
2022-05-02 15:21:39.126661
Average
Yes
Rarely
Condo
138
18,386
52
Female
140,879
Married
3
Bachelor's
null
17.734229
Suburban
Basic
4
9
null
1
2020-01-21 15:21:39.134960
Good
No
Weekly
Condo
2,236
18,387
59
Female
39,732
Married
1
PhD
Employed
12.56723
Suburban
Comprehensive
1
11
564
6
2021-07-14 15:21:39.237118
Poor
No
Rarely
House
1,531
18,388
34
Female
45,476
Single
1
High School
Self-Employed
25.923392
Urban
Premium
2
19
562
8
2022-08-16 15:21:39.134960
Good
No
Monthly
Condo
2,437
18,389
25
Female
15,883
Divorced
2
Master's
Unemployed
50.556577
Suburban
Comprehensive
3
2
773
4
2023-05-18 15:21:39.126661
Good
Yes
Weekly
Apartment
1,160
18,390
36
Female
1,347
Married
0
Master's
null
25.336097
Urban
Comprehensive
1
11
642
4
2022-04-03 15:21:39.121169
Poor
No
Weekly
House
2,073
18,391
33
Female
4,075
Divorced
3
Bachelor's
Employed
40.798032
Rural
Basic
2
5
327
8
2022-08-10 15:21:39.132191
Average
No
Daily
Apartment
563
18,392
63
Male
51,162
Married
2
PhD
Employed
21.517611
Urban
Premium
null
12
432
1
2019-10-30 15:21:39.264504
Poor
No
Weekly
Apartment
1,178
18,393
null
Female
44,773
Divorced
3
High School
Employed
17.670067
Rural
Basic
2
7
849
1
2020-01-31 15:21:39.134960
Average
Yes
Daily
House
115
18,394
40
Male
null
Single
1
PhD
Employed
7.716172
Suburban
Basic
0
18
627
2
2020-08-11 15:21:39.174719
Average
No
Weekly
House
228
18,395
30
Male
null
Single
0
PhD
Self-Employed
19.823154
Rural
Comprehensive
2
7
637
6
2020-02-22 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,890
18,396
61
Female
25,170
Married
3
Master's
Unemployed
38.829359
Suburban
Comprehensive
null
15
822
4
2020-10-12 15:21:39.248098
Good
Yes
Weekly
House
554
18,397
28
Male
77,512
Divorced
4
PhD
Self-Employed
24.244948
Rural
Basic
2
18
696
4
2023-08-22 15:21:39.152732
Good
Yes
Weekly
Condo
1,853
18,398
29
Female
61,166
Married
4
Master's
Employed
15.908127
Urban
Premium
0
3
409
7
2020-07-15 15:21:39.134960
Good
Yes
Rarely
Condo
2,011
18,399
29
Male
59,728
Divorced
1
Master's
Employed
31.907734
Suburban
Comprehensive
1
18
356
5
2023-03-22 15:21:39.123711
Average
No
Monthly
House
1,670