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
33,300
56
Male
26,396
Divorced
0
PhD
null
24.693096
Suburban
Basic
0
4
432
6
2023-05-03 15:21:39.253660
Poor
Yes
Daily
Condo
814
33,301
34
Female
null
Married
4
Bachelor's
Unemployed
28.816582
Urban
Comprehensive
0
11
716
5
2021-07-02 15:21:39.237118
Good
Yes
Rarely
House
214
33,302
36
Male
28,161
Single
null
Master's
null
29.391328
Suburban
Premium
null
9
null
8
2020-11-13 15:21:39.181605
Poor
No
Monthly
Apartment
1,034
33,303
26
Male
16,051
Single
4
Master's
Self-Employed
8.820771
Urban
Premium
1
0
null
1
2023-12-10 15:21:39.091080
Average
Yes
Rarely
House
1,297
33,304
42
Female
38,631
Married
4
Bachelor's
null
44.373432
Suburban
Premium
0
4
490
5
2023-03-31 15:21:39.237118
Poor
No
Daily
House
408
33,305
20
Female
89,159
Divorced
1
PhD
Self-Employed
12.472617
Rural
Basic
2
13
464
6
2023-10-13 15:21:39.086123
null
No
Monthly
Apartment
1,229
33,306
38
Male
null
Divorced
2
Master's
Self-Employed
52.389315
Urban
Premium
0
12
779
6
2020-10-19 15:21:39.173834
Poor
Yes
Weekly
House
1,732
33,307
59
Male
24,862
Divorced
0
High School
Unemployed
26.837381
Urban
Comprehensive
null
5
706
4
2023-08-18 15:21:39.213373
Good
No
Rarely
Condo
1,591
33,308
48
Female
62,668
Single
null
Bachelor's
null
34.868228
Urban
Premium
3
16
626
3
2020-07-01 15:21:39.179186
Average
Yes
Weekly
Condo
20
33,309
27
Male
5,517
Divorced
1
Master's
Self-Employed
6.790846
Urban
Premium
4
17
488
8
2024-04-27 15:21:39.145732
Good
Yes
Rarely
House
101
33,310
34
Male
null
Married
4
High School
Self-Employed
3.81624
Rural
Basic
1
17
568
6
2021-04-07 15:21:39.237118
Poor
No
Rarely
Condo
422
33,311
34
Female
24,359
Single
0
PhD
null
31.051958
Urban
Basic
null
4
764
7
2021-04-05 15:21:39.168099
Good
Yes
Monthly
Apartment
668
33,312
21
Female
47,208
Married
3
PhD
Unemployed
7.420143
Rural
Comprehensive
2
15
null
6
2022-04-06 15:21:39.143708
Poor
No
Weekly
Condo
206
33,313
57
Male
null
Married
1
Master's
null
47.053103
Urban
Premium
1
8
315
5
2020-07-10 15:21:39.123711
Average
Yes
Daily
House
575
33,314
54
Female
648
Married
3
PhD
null
42.226864
Rural
Basic
0
3
305
1
2021-02-26 15:21:39.155231
Poor
Yes
Daily
Condo
1,284
33,315
58
Male
7,750
Single
3
Master's
null
46.099266
Urban
Comprehensive
null
18
619
8
2023-11-26 15:21:39.134960
Poor
Yes
Daily
House
662
33,316
20
Female
11,547
Single
1
Bachelor's
Self-Employed
52.331063
Rural
Basic
null
3
782
9
2024-04-26 15:21:39.233485
Good
Yes
Rarely
Condo
472
33,317
61
Male
35,017
Single
1
Bachelor's
null
14.282923
Suburban
Basic
null
18
677
7
2021-01-08 15:21:39.155231
Good
Yes
Weekly
Apartment
456
33,318
48
Female
null
Married
1
Master's
null
16.648513
Rural
Comprehensive
1
13
343
4
2024-07-05 15:21:39.100695
Average
No
Monthly
House
2,681
33,319
37
Female
44,901
Married
null
Bachelor's
Self-Employed
37.080101
Rural
Premium
null
10
519
4
2019-10-03 15:21:39.155231
Average
Yes
Rarely
House
26
33,320
49
Female
24,888
Divorced
4
High School
null
21.790067
Rural
Premium
0
19
540
6
2022-12-07 15:21:39.124659
Good
No
Daily
House
540
33,321
42
Female
28,883
Single
0
Master's
Self-Employed
23.040746
Rural
Premium
1
17
361
4
2020-06-28 15:21:39.126661
Poor
Yes
Rarely
Condo
1,338
33,322
22
Male
12,427
Married
null
High School
Employed
29.681755
Rural
Comprehensive
null
5
598
4
2024-04-23 15:21:39.080440
null
No
Daily
Condo
203
33,323
22
Female
17,096
Single
4
High School
null
22.07364
Suburban
Basic
3
11
548
3
2020-08-01 15:21:39.134960
Good
No
Rarely
House
1,777
33,324
18
Male
11,239
Single
1
High School
Self-Employed
50.363259
Suburban
Comprehensive
null
10
343
5
2020-10-01 15:21:39.273454
Average
Yes
Weekly
Apartment
971
33,325
52
Male
31,008
Married
1
Bachelor's
Self-Employed
28.683937
Urban
Comprehensive
null
11
382
6
2022-06-08 15:21:39.205850
Poor
Yes
Weekly
House
1,004
33,326
49
Male
46,465
Married
1
High School
Unemployed
42.837482
Rural
Comprehensive
null
19
310
7
2020-08-01 15:21:39.237118
Good
Yes
Rarely
Condo
1,111
33,327
44
Male
76,911
Divorced
null
Bachelor's
Unemployed
24.985566
Suburban
Basic
0
3
null
7
2021-03-15 15:21:39.246098
Poor
Yes
Rarely
Condo
228
33,328
34
Female
4,865
Single
3
Bachelor's
Unemployed
28.510428
Rural
Premium
3
5
703
1
2024-03-12 15:21:39.202448
Average
Yes
Daily
House
1,405
33,329
23
Female
139,993
Divorced
3
Master's
Unemployed
16.418038
Rural
Basic
4
14
507
8
2024-07-15 15:21:39.237118
Average
Yes
Daily
Condo
1,454
33,330
20
Female
59,109
Single
3
High School
null
4.838112
Urban
Premium
1
11
365
4
2021-01-04 15:21:39.171102
Poor
No
Weekly
House
572
33,331
50
Female
37,347
Divorced
2
PhD
Employed
26.241053
Suburban
Premium
0
7
811
8
2020-05-01 15:21:39.237118
Good
No
Monthly
Condo
3,244
33,332
33
Female
2,353
Divorced
2
High School
Self-Employed
47.981068
Urban
Basic
1
19
591
4
2022-04-18 15:21:39.134960
Poor
Yes
Daily
Condo
3,036
33,333
22
Female
7,182
Divorced
4
PhD
Employed
43.184797
Rural
Basic
null
12
null
9
2022-10-23 15:21:39.168099
Poor
No
Monthly
Condo
729
33,334
35
Female
30,286
Single
0
PhD
Self-Employed
35.122592
Suburban
Comprehensive
1
3
null
7
2022-04-23 15:21:39.228521
Good
No
Daily
House
623
33,335
45
Male
25,170
Single
1
Master's
null
12.106416
Suburban
Premium
0
11
594
6
2021-10-19 15:21:39.264504
Average
No
Weekly
House
729
33,336
40
Male
142,044
Divorced
3
PhD
Unemployed
31.33203
Rural
Comprehensive
null
13
819
1
2019-10-23 15:21:39.288099
Good
No
Monthly
House
2,916
33,337
26
Female
43,315
Single
2
PhD
Self-Employed
22.083649
Suburban
Comprehensive
2
16
583
2
2022-06-18 15:21:39.194829
Good
Yes
Daily
Apartment
1,556
33,338
36
Male
43,842
Divorced
1
High School
null
12.964653
Rural
Comprehensive
1
1
695
2
2024-03-03 15:21:39.285112
Poor
No
Weekly
Apartment
1,453
33,339
55
Female
22,712
Married
4
Master's
Unemployed
19.869701
Suburban
Basic
0
11
722
7
2022-02-10 15:21:39.134960
Poor
No
Monthly
Apartment
123
33,340
55
Male
2,312
Married
0
Master's
Self-Employed
23.859596
Rural
Comprehensive
null
14
329
1
2020-01-08 15:21:39.186212
Poor
No
Weekly
House
459
33,341
50
Female
56,484
Married
3
High School
null
21.44307
Suburban
Premium
1
6
null
9
2021-08-01 15:21:39.279729
Average
No
Daily
Apartment
394
33,342
57
Male
61,340
Married
0
Master's
Employed
32.51286
Urban
Premium
null
1
640
7
2023-04-09 15:21:39.193945
Good
Yes
Monthly
Apartment
101
33,343
56
Male
45,976
Married
4
PhD
null
43.638493
Suburban
Basic
null
15
498
1
2023-03-25 15:21:39.095696
Poor
No
Rarely
Condo
23
33,344
20
Male
3,988
Divorced
3
Bachelor's
Employed
21.173843
Urban
Comprehensive
null
14
727
1
2019-09-12 15:21:39.151732
Poor
Yes
Rarely
Apartment
532
33,345
29
Female
133,030
Married
null
High School
null
33.672458
Suburban
Basic
null
11
308
3
2021-11-20 15:21:39.233998
Poor
Yes
Daily
House
977
33,346
63
Male
40,625
Single
3
Bachelor's
Employed
21.283098
Suburban
Comprehensive
1
10
441
4
2023-04-16 15:21:39.205850
Poor
Yes
Weekly
Condo
2,731
33,347
25
Male
44,302
Divorced
4
Bachelor's
Unemployed
41.673713
Urban
Premium
1
12
784
9
2020-04-22 15:21:39.255696
Average
No
Monthly
Apartment
1,152
33,348
34
Female
48,449
Single
2
High School
null
24.754598
Suburban
Basic
1
5
null
7
2019-12-09 15:21:39.244069
Good
No
Monthly
Condo
288
33,349
59
Female
4,413
Married
3
High School
null
3.583636
Rural
Comprehensive
null
5
816
7
2024-06-29 15:21:39.132191
Average
No
Weekly
Apartment
3,259
33,350
60
Male
46,780
Single
3
Bachelor's
null
46.052956
Suburban
Basic
null
17
419
9
2024-06-04 15:21:39.208842
Good
Yes
Rarely
House
189
33,351
33
Male
9,076
Married
0
PhD
Employed
19.711129
Urban
Premium
null
7
null
1
2022-01-24 15:21:39.134960
Good
No
Weekly
Condo
801
33,352
60
Female
1,388
Single
4
Master's
null
27.066208
Rural
Basic
null
12
371
3
2021-05-27 15:21:39.194829
Poor
No
Rarely
House
353
33,353
40
Female
1,823
Single
3
Bachelor's
Employed
41.067128
Suburban
Basic
1
6
471
1
2022-10-31 15:21:39.113566
Average
Yes
Monthly
Condo
49
33,354
43
Male
20,234
Single
2
Master's
Unemployed
4.81668
Suburban
Basic
0
10
420
7
2022-09-11 15:21:39.279729
Average
No
Rarely
Condo
664
33,355
30
Male
10,050
Married
1
Master's
Unemployed
25.749377
Suburban
Basic
0
2
598
6
2021-05-25 15:21:39.155231
Poor
No
Rarely
House
1,430
33,356
57
Male
51,598
Married
2
Master's
Self-Employed
31.149571
Urban
Premium
0
4
342
7
2019-09-21 15:21:39.134960
null
Yes
Rarely
House
1,032
33,357
26
Female
1,605
Divorced
0
High School
Self-Employed
15.738673
Rural
Premium
1
3
null
7
2020-11-08 15:21:39.251142
null
No
Daily
Condo
562
33,358
43
Male
null
Divorced
4
Bachelor's
Unemployed
21.894201
Rural
Comprehensive
1
4
441
7
2020-11-20 15:21:39.175719
Average
Yes
Monthly
House
2,856
33,359
61
Female
null
Married
1
Master's
null
21.488217
Rural
Basic
0
1
383
3
2022-01-06 15:21:39.134960
Average
No
Monthly
House
20
33,360
64
Female
null
Single
0
PhD
null
34.091859
Rural
Comprehensive
null
3
322
2
2021-10-04 15:21:39.265513
Average
No
Daily
Condo
2,372
33,361
24
Male
64,878
Single
0
Master's
Unemployed
36.827609
Rural
Premium
0
3
510
5
2020-05-27 15:21:39.094752
Poor
No
Monthly
Apartment
270
33,362
18
Male
1,795
Divorced
2
Master's
Employed
5.556879
Suburban
Premium
2
1
677
4
2020-08-09 15:21:39.237118
Average
No
Rarely
Apartment
491
33,363
46
Female
null
Divorced
4
PhD
Self-Employed
41.733874
Rural
Comprehensive
1
10
379
5
2023-10-31 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,190
33,364
58
Female
39
Divorced
2
High School
null
8.14557
Urban
Comprehensive
1
5
727
7
2022-07-03 15:21:39.122134
null
No
Weekly
Apartment
150
33,365
55
Female
25,166
Divorced
2
Master's
Unemployed
37.753069
Suburban
Premium
1
7
637
4
2020-09-24 15:21:39.134960
Poor
No
Daily
House
1,563
33,366
54
Male
116,476
Single
4
Master's
null
9.934198
Suburban
Basic
null
19
308
1
2021-08-18 15:21:39.080440
Average
No
Weekly
Apartment
511
33,367
27
Female
35,546
Single
3
PhD
Employed
11.904803
Urban
Basic
0
10
720
5
2022-11-24 15:21:39.129190
Good
No
Weekly
House
627
33,368
20
Male
271
Single
3
Master's
null
31.751009
Rural
Premium
0
15
null
9
2021-02-02 15:21:39.155231
Average
Yes
Daily
Condo
271
33,369
22
Female
60,772
Married
1
Master's
Employed
null
Urban
Comprehensive
2
16
783
2
2024-08-14 15:21:39.256696
Poor
Yes
Weekly
House
705
33,370
20
Female
71,215
Divorced
2
Master's
Self-Employed
13.348973
Urban
Premium
1
18
447
4
2020-01-17 15:21:39.172097
Poor
No
Rarely
House
589
33,371
29
Female
1,066
Divorced
3
High School
Employed
41.795947
Rural
Premium
1
12
510
3
2021-03-11 15:21:39.120168
null
No
Daily
Condo
817
33,372
42
Female
12,982
Married
null
Master's
Self-Employed
29.291903
Urban
Premium
1
11
473
5
2021-09-22 15:21:39.108562
Poor
Yes
Rarely
Apartment
2,548
33,373
26
Male
6,051
Married
2
Master's
null
44.221012
Rural
Comprehensive
null
6
834
7
2022-02-15 15:21:39.204790
Average
Yes
Weekly
Condo
603
33,374
40
Female
18,262
Single
null
PhD
null
22.584809
Rural
Comprehensive
2
17
550
5
2024-07-04 15:21:39.175719
Poor
No
Monthly
Condo
223
33,375
43
Female
42,364
Married
1
High School
Self-Employed
21.241906
Suburban
Comprehensive
null
15
637
5
2022-05-29 15:21:39.288099
Poor
No
Daily
Condo
203
33,376
28
Male
37,050
Married
null
High School
Self-Employed
11.955226
Urban
Comprehensive
null
16
833
4
2024-04-09 15:21:39.263607
Poor
No
Daily
Condo
564
33,377
55
Male
35,529
Divorced
null
High School
Employed
16.599914
Urban
Comprehensive
1
0
744
9
2022-07-11 15:21:39.231531
Average
No
Weekly
Condo
3,556
33,378
54
Female
47,417
Divorced
null
PhD
null
17.481179
Suburban
Comprehensive
2
5
null
8
2021-09-03 15:21:39.087123
Poor
Yes
Rarely
Apartment
100
33,379
61
Male
1,788
Married
2
Master's
Employed
13.593772
Rural
Premium
null
7
809
4
2019-10-10 15:21:39.198406
Average
No
Daily
Apartment
623
33,380
36
Male
146,592
Married
4
High School
Self-Employed
12.6967
Suburban
Premium
0
6
518
8
2019-11-08 15:21:39.188220
Average
Yes
Monthly
House
2,135
33,381
32
Male
38,388
Divorced
4
PhD
null
41.438859
Urban
Premium
3
7
810
7
2020-04-24 15:21:39.090124
Good
Yes
Daily
Apartment
1,184
33,382
18
Male
71,216
Married
1
Master's
Unemployed
29.001769
Suburban
Basic
null
19
638
4
2019-09-18 15:21:39.269494
Poor
No
Rarely
House
399
33,383
25
Female
96,513
Single
1
PhD
Self-Employed
16.818722
Rural
Comprehensive
3
16
378
3
2021-08-20 15:21:39.155231
Average
No
Monthly
Apartment
586
33,384
47
Female
29,460
Single
2
PhD
null
11.008411
Rural
Comprehensive
0
7
794
1
2019-09-18 15:21:39.130190
Good
Yes
Monthly
Apartment
1,347
33,385
34
Male
74,427
Divorced
null
Bachelor's
Self-Employed
9.85924
Urban
Basic
2
19
null
2
2022-08-02 15:21:39.193945
Good
Yes
Daily
Apartment
20
33,386
47
Male
836
Single
0
PhD
Self-Employed
25.381967
Suburban
Basic
1
1
617
6
2020-08-08 15:21:39.194829
Good
No
Monthly
House
431
33,387
27
Male
1,277
Married
0
Bachelor's
Employed
19.636103
Suburban
Basic
2
2
709
7
2020-06-25 15:21:39.180553
Poor
No
Rarely
House
597
33,388
45
Male
1,244
Single
3
High School
Unemployed
19.924896
Rural
Premium
1
1
368
1
2023-05-01 15:21:39.126661
Average
Yes
Monthly
Condo
2,436
33,389
33
Male
26,589
Married
4
Bachelor's
Unemployed
22.82703
Suburban
Comprehensive
null
17
612
5
2024-02-09 15:21:39.122134
Good
No
Monthly
Condo
516
33,390
51
Female
50,324
Married
1
PhD
Self-Employed
20.064966
Suburban
Basic
0
8
739
4
2021-11-19 15:21:39.121169
Good
No
Daily
Condo
112
33,391
20
Male
96,761
Single
1
PhD
Employed
17.57051
Urban
Basic
0
9
319
4
2024-07-18 15:21:39.286113
Poor
Yes
Monthly
Apartment
3,282
33,392
35
Male
28,687
Divorced
0
PhD
null
14.983058
Suburban
Premium
null
1
323
7
2023-04-11 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,903
33,393
21
Male
71,570
Single
3
High School
null
42.992668
Urban
Comprehensive
1
17
813
6
2022-06-29 15:21:39.276901
Average
Yes
Rarely
Condo
220
33,394
42
Male
17,093
Married
3
High School
Self-Employed
35.322815
Rural
Basic
null
3
461
9
2021-08-30 15:21:39.082499
Average
Yes
Weekly
House
714
33,395
39
Female
39,715
Married
null
Master's
Self-Employed
29.096341
Suburban
Basic
null
9
709
2
2023-07-11 15:21:39.155231
Poor
Yes
Weekly
House
726
33,396
40
Male
44,773
Single
3
High School
Unemployed
36.711394
Suburban
Premium
null
11
492
5
2023-01-11 15:21:39.237118
Good
No
Rarely
House
572
33,397
39
Female
40,226
Single
2
PhD
Unemployed
51.122439
Urban
Premium
1
14
742
4
2020-07-23 15:21:39.095696
Poor
Yes
Weekly
Condo
654
33,398
18
Male
46,232
Married
3
Bachelor's
Employed
5.553673
Rural
Premium
1
19
523
9
2022-08-01 15:21:39.086123
Poor
Yes
Monthly
Apartment
468
33,399
58
Male
22,824
Divorced
1
High School
Employed
30.472696
Suburban
Premium
0
5
748
4
2020-03-23 15:21:39.096739
Good
No
Weekly
Condo
86