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
46,300
32
Male
10,046
Divorced
3
Bachelor's
Employed
14.180739
Rural
Comprehensive
2
11
796
7
2022-08-15 15:21:39.185215
Poor
Yes
Monthly
House
1,582
46,301
34
Male
1,809
Divorced
1
High School
Unemployed
40.283514
Urban
Premium
0
13
446
9
2021-03-19 15:21:39.167099
Good
No
Weekly
Condo
1,390
46,302
42
Female
null
Married
3
Master's
Self-Employed
29.908416
Suburban
Comprehensive
2
13
326
2
2021-10-29 15:21:39.237118
Poor
No
Weekly
House
1,076
46,303
50
Female
24,172
Single
4
High School
Employed
25.564373
Urban
Basic
0
19
513
7
2020-11-29 15:21:39.207847
Poor
No
Weekly
Condo
793
46,304
55
Male
29,096
Single
3
High School
Self-Employed
26.840627
Suburban
Comprehensive
null
15
679
7
2020-07-23 15:21:39.080184
Good
Yes
Weekly
Apartment
1,404
46,305
46
Female
394
Married
3
Master's
Employed
20.817963
Suburban
Comprehensive
1
7
782
7
2021-12-05 15:21:39.226954
Average
Yes
Rarely
Condo
815
46,306
21
Male
15,335
Single
3
High School
Employed
12.132852
Rural
Comprehensive
1
14
418
6
2022-05-17 15:21:39.121169
Poor
No
Daily
Apartment
704
46,307
55
Female
29,723
Single
null
PhD
Unemployed
19.255324
Urban
Premium
2
15
673
4
2022-12-26 15:21:39.134960
Good
Yes
Daily
Apartment
100
46,308
48
Male
18,993
Married
0
PhD
Self-Employed
22.131378
Suburban
Comprehensive
1
2
806
8
2020-12-24 15:21:39.251142
Poor
Yes
Monthly
House
479
46,309
21
Male
45,626
Married
null
PhD
Employed
6.275714
Rural
Comprehensive
1
19
534
1
2020-11-27 15:21:39.237118
Good
Yes
Monthly
Condo
467
46,310
41
Female
82,413
Single
4
Master's
Unemployed
39.784054
Suburban
Basic
0
5
null
8
2022-03-24 15:21:39.155231
Good
Yes
Weekly
House
423
46,311
22
Female
28,765
Married
2
Bachelor's
Employed
32.717153
Rural
Comprehensive
null
11
null
4
2022-06-15 15:21:39.123711
Average
No
Weekly
House
587
46,312
26
Male
40,935
Divorced
4
High School
Unemployed
45.342457
Urban
Premium
1
11
null
4
2023-11-27 15:21:39.117183
Good
Yes
Monthly
Condo
2,041
46,313
33
Male
9,570
Married
4
Master's
Self-Employed
34.530728
Urban
Comprehensive
0
14
699
5
2020-07-23 15:21:39.209847
Poor
No
Daily
Condo
712
46,314
34
Male
15,255
Single
null
PhD
Unemployed
34.547705
Suburban
Comprehensive
null
15
687
6
2024-06-11 15:21:39.222387
Good
No
Monthly
House
709
46,315
57
Male
22,576
Married
2
Bachelor's
Unemployed
13.84949
Urban
Basic
null
15
672
1
2020-01-27 15:21:39.134960
Average
No
Rarely
Condo
412
46,316
28
Male
12,873
Single
1
High School
null
6.265563
Urban
Comprehensive
0
9
582
1
2020-03-27 15:21:39.134960
Average
No
Monthly
Apartment
1,249
46,317
60
Male
18,368
Single
2
Bachelor's
Employed
22.72327
Rural
Basic
null
6
761
8
2020-12-01 15:21:39.237118
Poor
No
Rarely
Apartment
1,044
46,318
24
Female
5,839
Single
0
Bachelor's
null
27.384439
Urban
Comprehensive
1
18
678
5
2024-04-18 15:21:39.191219
Poor
Yes
Weekly
Apartment
603
46,319
51
Female
32,002
Divorced
2
High School
Employed
32.857646
Suburban
Premium
0
1
824
1
2022-05-22 15:21:39.237118
Good
Yes
Daily
House
614
46,320
22
Female
33,292
Divorced
3
Bachelor's
Unemployed
25.977318
Rural
Comprehensive
null
9
738
2
2023-04-28 15:21:39.237118
Poor
No
Daily
House
28
46,321
20
Male
60,956
Single
null
Master's
Employed
6.792955
Urban
Premium
null
7
727
2
2020-07-08 15:21:39.155231
Poor
No
Rarely
Apartment
382
46,322
62
Female
45,739
Married
0
High School
null
14.05804
Urban
Premium
0
4
632
7
2022-07-17 15:21:39.091080
Poor
Yes
Weekly
Condo
213
46,323
60
Male
40,881
Single
0
High School
Unemployed
49.508568
Rural
Comprehensive
3
9
493
6
2020-03-07 15:21:39.201446
Good
Yes
Daily
Condo
1,298
46,324
46
Male
4,232
Married
4
High School
Unemployed
15.84411
Rural
Basic
0
17
null
8
2022-03-03 15:21:39.189223
Poor
No
Rarely
House
165
46,325
48
Male
45,988
Married
null
PhD
null
19.351715
Rural
Comprehensive
1
3
695
1
2024-05-07 15:21:39.093681
Average
No
Weekly
House
1,773
46,326
25
Male
24,996
Single
2
Bachelor's
Employed
49.00137
Rural
Basic
null
10
729
1
2019-10-29 15:21:39.246098
Poor
No
Weekly
Apartment
461
46,327
35
Male
48,732
Married
3
PhD
Self-Employed
19.061905
Urban
Basic
1
18
402
3
2021-08-30 15:21:39.230483
Average
No
Rarely
Condo
351
46,328
36
Male
5,898
Divorced
4
Bachelor's
Unemployed
38.694966
Urban
Premium
0
16
466
6
2023-09-21 15:21:39.134960
Good
No
Weekly
House
1,520
46,329
21
Male
6,135
Single
3
Bachelor's
Employed
41.816198
Rural
Premium
1
2
498
2
2020-01-29 15:21:39.266452
Good
No
Monthly
House
23
46,330
45
Male
11,970
Married
null
High School
Self-Employed
24.590634
Urban
Premium
2
9
null
9
2020-10-12 15:21:39.193945
Average
No
Rarely
House
1,614
46,331
53
Male
null
Married
0
Bachelor's
Unemployed
21.572851
Urban
Basic
0
16
806
6
2020-03-14 15:21:39.252145
Poor
Yes
Weekly
House
111
46,332
26
Male
2,878
Married
0
Master's
Unemployed
8.14159
Suburban
Basic
null
12
482
6
2024-06-29 15:21:39.104139
Average
Yes
Rarely
Condo
1,482
46,333
51
Female
45,416
Married
1
Bachelor's
null
48.488212
Suburban
Premium
null
18
628
5
2024-04-18 15:21:39.155231
null
No
Rarely
Apartment
790
46,334
37
Female
37,253
Single
1
PhD
Self-Employed
19.087153
Rural
Premium
null
16
552
5
2022-01-22 15:21:39.155231
Average
Yes
Monthly
Apartment
1,086
46,335
44
Male
20,780
Married
null
PhD
Self-Employed
5.001817
Urban
Comprehensive
3
14
648
5
2019-08-20 15:21:39.115178
null
Yes
Weekly
Apartment
1,878
46,336
36
Female
15,886
Divorced
4
High School
Unemployed
33.890141
Suburban
Comprehensive
1
18
683
6
2023-08-22 15:21:39.080440
Poor
No
Daily
Condo
816
46,337
63
Male
79,387
Divorced
1
High School
null
19.141498
Rural
Comprehensive
1
11
311
3
2019-09-27 15:21:39.119168
Average
No
Rarely
Condo
81
46,338
55
Male
2,722
Single
1
High School
Employed
30.63769
Urban
Comprehensive
null
12
467
6
2023-01-10 15:21:39.144722
Good
Yes
Monthly
House
622
46,339
51
Male
53,843
Divorced
3
High School
Self-Employed
20.611475
Rural
Premium
null
14
342
7
2023-12-22 15:21:39.200452
Average
No
Weekly
Condo
823
46,340
53
Male
2,726
Divorced
3
High School
Employed
9.961498
Suburban
Comprehensive
null
10
495
2
2023-12-12 15:21:39.111551
Poor
Yes
Weekly
Condo
1,411
46,341
58
Male
16,897
Divorced
4
PhD
Employed
null
Rural
Premium
null
19
783
7
2021-08-16 15:21:39.226954
Good
No
Rarely
House
827
46,342
20
Male
2,629
Single
null
Master's
Unemployed
8.79317
Urban
Comprehensive
0
16
759
2
2021-04-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
4,907
46,343
39
Female
899
Single
0
PhD
null
35.979352
Urban
Comprehensive
null
15
799
5
2020-11-14 15:21:39.221386
Good
Yes
Weekly
Apartment
2,341
46,344
35
Female
586
Single
3
Bachelor's
Employed
14.152965
Suburban
Basic
1
9
494
4
2024-04-17 15:21:39.282785
Poor
Yes
Monthly
Condo
627
46,345
46
Male
5,525
Single
3
Master's
Self-Employed
12.676742
Suburban
Comprehensive
1
11
749
4
2022-09-11 15:21:39.185215
Good
Yes
Rarely
Condo
2,058
46,346
58
Male
109,425
Single
2
High School
Employed
39.274448
Rural
Basic
1
11
416
9
2023-02-15 15:21:39.253660
Good
No
Rarely
House
369
46,347
49
Female
3,936
Divorced
null
PhD
Unemployed
27.786534
Urban
Basic
2
5
593
5
2024-04-05 15:21:39.155231
Average
No
Rarely
House
452
46,348
33
Male
51,234
Single
2
High School
Unemployed
19.964607
Rural
Basic
1
3
365
1
2021-07-31 15:21:39.126661
Good
Yes
Monthly
Apartment
213
46,349
44
Male
4,731
Single
4
High School
Employed
35.323469
Rural
Comprehensive
null
15
719
9
2023-05-16 15:21:39.222387
null
Yes
Weekly
Apartment
2,512
46,350
62
Female
21,205
Married
3
PhD
Unemployed
9.010619
Rural
Premium
null
4
596
8
2020-01-19 15:21:39.281787
Good
No
Monthly
House
1,414
46,351
33
Female
14,679
Married
1
PhD
null
24.269962
Suburban
Premium
null
8
697
2
2024-02-18 15:21:39.079026
Poor
No
Rarely
Condo
1,764
46,352
20
Female
84,418
Married
0
Bachelor's
Employed
16.090199
Suburban
Basic
2
9
498
4
2022-04-19 15:21:39.250151
Poor
Yes
Daily
Apartment
22
46,353
36
Female
47,864
Divorced
2
Bachelor's
Employed
36.742191
Urban
Comprehensive
3
1
431
7
2020-02-12 15:21:39.134960
Average
Yes
Weekly
Condo
1,264
46,354
28
Female
13,923
Married
1
Bachelor's
Unemployed
3.680916
Rural
Premium
1
12
532
3
2023-11-25 15:21:39.124659
Good
No
Daily
House
1,236
46,355
50
Male
25,961
Divorced
null
PhD
null
38.247714
Rural
Comprehensive
0
10
846
4
2022-10-18 15:21:39.134960
Poor
Yes
Daily
Apartment
2,919
46,356
30
Male
45
Divorced
2
Bachelor's
Unemployed
20.703068
Urban
Premium
2
17
null
5
2024-06-19 15:21:39.134960
Average
No
Daily
Apartment
1,349
46,357
50
Female
54,865
Divorced
null
Master's
Employed
47.685534
Rural
Comprehensive
0
4
690
3
2022-02-07 15:21:39.149731
Good
Yes
Monthly
House
50
46,358
37
Female
15,893
Married
3
Bachelor's
Unemployed
36.235922
Suburban
Comprehensive
3
5
522
8
2019-11-05 15:21:39.274993
Average
Yes
Monthly
Apartment
469
46,359
48
Male
74,069
Single
3
Bachelor's
Employed
19.63934
Suburban
Comprehensive
2
1
798
2
2022-01-13 15:21:39.167099
null
No
Daily
House
1,426
46,360
58
Female
11,906
Divorced
1
High School
null
25.440008
Rural
Basic
2
4
711
6
2024-02-28 15:21:39.180553
Poor
No
Rarely
Condo
3,829
46,361
43
Male
6,415
Married
3
Bachelor's
null
44.452028
Rural
Premium
1
1
815
5
2019-10-21 15:21:39.143708
Average
No
Rarely
Condo
926
46,362
45
Male
28,450
Divorced
4
Master's
Employed
16.263424
Urban
Basic
0
18
705
1
2023-08-05 15:21:39.155231
Good
Yes
Monthly
House
381
46,363
19
Male
null
Divorced
1
PhD
Unemployed
26.310065
Rural
Premium
null
1
381
2
2024-05-26 15:21:39.106582
Good
No
Weekly
Condo
793
46,364
56
Male
121,278
Married
0
PhD
Employed
4.361223
Urban
Premium
1
12
481
6
2022-03-04 15:21:39.181605
Poor
Yes
Weekly
Apartment
1,837
46,365
22
Male
22,856
Divorced
1
Master's
Self-Employed
11.845783
Urban
Premium
1
12
743
5
2024-07-22 15:21:39.082499
Poor
No
Monthly
House
651
46,366
20
Female
7,352
Divorced
null
Bachelor's
Unemployed
28.165966
Suburban
Premium
1
9
501
8
2024-05-09 15:21:39.134960
Poor
Yes
Weekly
Apartment
257
46,367
47
Male
47,984
Single
null
Bachelor's
Employed
9.039624
Suburban
Basic
null
19
393
5
2019-10-14 15:21:39.220389
Average
Yes
Daily
House
1,963
46,368
43
Female
17,891
Single
4
Master's
Self-Employed
16.369811
Urban
Comprehensive
1
6
801
6
2021-12-28 15:21:39.220389
Good
No
Rarely
Condo
220
46,369
26
Female
18,561
Married
3
Master's
Employed
32.378941
Rural
Basic
0
10
308
7
2021-09-26 15:21:39.246098
Good
Yes
Rarely
Condo
871
46,370
37
Male
2,633
Single
1
High School
Employed
null
Suburban
Basic
2
9
657
3
2022-12-25 15:21:39.264504
Average
No
Weekly
Condo
792
46,371
53
Male
24,602
Married
0
Master's
Self-Employed
48.769102
Urban
Comprehensive
0
6
811
5
2021-12-10 15:21:39.272456
Poor
Yes
Weekly
Apartment
781
46,372
39
Male
20
Married
0
PhD
Unemployed
22.816005
Rural
Comprehensive
null
9
791
1
2023-01-15 15:21:39.155231
Average
No
Rarely
Apartment
1,405
46,373
23
Female
2,858
Single
1
Master's
Unemployed
null
Urban
Comprehensive
0
8
681
8
2023-03-28 15:21:39.155231
Average
Yes
Rarely
House
24
46,374
59
Female
25,808
Single
0
Master's
Self-Employed
12.674628
Rural
Basic
1
10
776
9
2024-03-22 15:21:39.226954
Poor
No
Daily
Condo
1,248
46,375
33
Male
25,530
Single
null
Bachelor's
null
33.253533
Urban
Premium
3
3
607
5
2023-11-27 15:21:39.237118
Poor
No
Weekly
Apartment
459
46,376
51
Female
51,795
Single
0
PhD
Employed
12.75339
Rural
Basic
null
11
310
8
2020-12-23 15:21:39.145732
Good
Yes
Weekly
Condo
1,438
46,377
44
Male
19,290
Married
1
High School
Employed
11.087805
Rural
Comprehensive
null
10
452
1
2022-04-25 15:21:39.134960
Poor
No
Daily
House
1,503
46,378
48
Female
16,573
Divorced
null
High School
null
32.471142
Suburban
Premium
1
3
null
4
2021-06-21 15:21:39.285112
Poor
Yes
Daily
House
353
46,379
50
Female
798
Married
4
PhD
null
29.24587
Urban
Comprehensive
null
14
800
7
2021-12-23 15:21:39.261856
Good
Yes
Weekly
Condo
2,355
46,380
20
Male
23,924
Married
2
PhD
Unemployed
40.906167
Urban
Basic
0
9
635
2
2023-01-25 15:21:39.223901
Poor
Yes
Weekly
Apartment
2,234
46,381
31
Male
11,851
Married
1
Master's
Unemployed
27.125439
Rural
Premium
null
9
684
8
2024-02-11 15:21:39.274993
Average
No
Rarely
House
679
46,382
63
Female
61,350
Divorced
2
PhD
Unemployed
9.961962
Suburban
Premium
0
12
403
5
2024-04-10 15:21:39.082499
Poor
Yes
Monthly
House
326
46,383
46
Male
142,292
Divorced
2
Master's
null
14.745856
Suburban
Premium
0
2
329
7
2022-04-13 15:21:39.224915
Good
No
Weekly
Condo
935
46,384
45
Female
25,387
Married
0
High School
null
40.858258
Rural
Basic
null
16
689
6
2022-05-24 15:21:39.207847
Average
No
Daily
Apartment
716
46,385
49
Female
50,722
Married
2
PhD
Unemployed
12.172429
Urban
Comprehensive
null
13
637
6
2020-12-13 15:21:39.091080
Good
Yes
Rarely
Apartment
100
46,386
51
Female
36,280
Married
null
High School
Self-Employed
30.332308
Urban
Premium
0
17
719
4
2020-10-04 15:21:39.122134
Poor
Yes
Daily
House
131
46,387
24
Male
43,750
Single
0
Bachelor's
null
16.674012
Urban
Premium
null
14
703
7
2021-09-25 15:21:39.111551
Average
No
Monthly
House
1,208
46,388
45
Male
81,628
Single
1
High School
Employed
34.230017
Rural
Premium
2
14
324
7
2020-08-16 15:21:39.198406
Poor
Yes
Daily
Apartment
468
46,389
46
Female
18,296
Divorced
2
High School
Self-Employed
26.520981
Rural
Premium
2
8
837
9
2020-10-16 15:21:39.213373
Poor
No
Monthly
Apartment
1,668
46,390
58
Female
null
Divorced
3
High School
Self-Employed
16.939102
Urban
Premium
0
11
351
6
2024-02-01 15:21:39.086123
null
No
Monthly
Condo
1,004
46,391
64
Female
19,493
Divorced
1
PhD
null
28.774903
Urban
Comprehensive
null
7
554
1
2020-07-02 15:21:39.093681
Good
No
Rarely
Apartment
1,697
46,392
49
Male
12,062
Married
3
Master's
null
21.641376
Suburban
Comprehensive
null
15
696
2
2022-10-19 15:21:39.146733
Average
Yes
Daily
House
867
46,393
61
Female
25,284
Single
3
Master's
Self-Employed
null
Suburban
Basic
0
10
531
2
2024-02-06 15:21:39.123711
Poor
No
Weekly
House
581
46,394
46
Female
123,901
Divorced
2
Master's
null
41.593626
Suburban
Comprehensive
1
13
400
8
2022-01-11 15:21:39.102694
Poor
No
Rarely
Condo
2,409
46,395
43
Female
24,892
Married
4
Master's
Employed
12.849301
Suburban
Comprehensive
null
16
635
7
2024-03-31 15:21:39.155231
Good
No
Monthly
Apartment
647
46,396
34
Female
24,761
Single
3
PhD
Unemployed
null
Suburban
Basic
3
7
648
7
2020-07-12 15:21:39.286113
Poor
Yes
Monthly
Apartment
1,072
46,397
18
Male
635
Single
4
PhD
Employed
42.848385
Rural
Basic
0
16
844
4
2023-01-29 15:21:39.155231
null
Yes
Weekly
Apartment
547
46,398
21
Female
14,085
Married
4
PhD
Unemployed
27.527219
Rural
Comprehensive
1
16
803
2
2021-08-30 15:21:39.172097
Good
Yes
Weekly
House
572
46,399
25
Male
2,824
Married
null
Bachelor's
Unemployed
40.172723
Suburban
Premium
0
2
454
8
2022-10-19 15:21:39.260856
Poor
Yes
Rarely
Condo
3,379