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
1,199,200
44
Female
null
Married
4
Bachelor's
Employed
4.894317
Urban
Premium
0
11
591
6
2020-02-23 15:21:39.274993
null
No
Daily
House
2,124
1,199,201
59
Male
2,957
Single
2
High School
Unemployed
null
Urban
Basic
3
16
478
5
2022-07-11 15:21:39.087123
Average
Yes
Daily
Apartment
733
1,199,202
57
Female
10,863
Single
3
PhD
Unemployed
44.390557
Suburban
Premium
2
12
732
6
2021-12-04 15:21:39.237118
Poor
Yes
Rarely
House
27
1,199,203
53
Male
24,606
Married
2
High School
null
5.81464
Rural
Basic
1
11
550
6
2023-02-23 15:21:39.218388
Average
No
Weekly
House
726
1,199,204
36
Male
3,315
Married
4
High School
Self-Employed
20.848232
Urban
Basic
2
0
815
8
2020-07-11 15:21:39.188220
Average
Yes
Rarely
Condo
1,313
1,199,205
55
Male
1,140
Single
1
Master's
Self-Employed
26.973186
Urban
Basic
1
0
410
1
2022-10-02 15:21:39.228521
Poor
Yes
Rarely
Condo
1,684
1,199,206
55
Female
4,634
Divorced
1
Bachelor's
null
51.057215
Rural
Basic
0
14
744
7
2021-09-20 15:21:39.223390
Poor
No
Weekly
House
899
1,199,207
56
Female
3,321
Single
2
PhD
Unemployed
49.338638
Suburban
Basic
1
15
841
5
2019-12-26 15:21:39.191219
Average
No
Daily
House
1,407
1,199,208
22
Male
37,188
Divorced
2
High School
Self-Employed
36.630908
Urban
Basic
1
19
495
6
2021-09-20 15:21:39.270454
Poor
Yes
Weekly
Condo
882
1,199,209
43
Female
815
Married
3
Bachelor's
null
20.853162
Rural
Premium
2
8
596
3
2021-10-05 15:21:39.094752
Good
Yes
Daily
House
518
1,199,210
36
Female
1,160
Divorced
4
Bachelor's
Employed
12.926574
Suburban
Premium
2
2
668
6
2023-05-17 15:21:39.155231
Average
No
Daily
House
1,375
1,199,211
28
Female
1,037
Divorced
4
Master's
null
6.993977
Suburban
Premium
null
17
725
7
2022-02-09 15:21:39.155231
Average
Yes
Daily
Condo
431
1,199,212
60
Male
26,709
Single
4
PhD
Self-Employed
23.710716
Urban
Premium
1
7
520
6
2022-07-03 15:21:39.147735
Average
No
Monthly
Condo
23
1,199,213
51
Male
13,382
Single
0
PhD
null
10.797309
Urban
Comprehensive
0
19
302
1
2020-03-30 15:21:39.126661
Average
Yes
Monthly
Apartment
2,362
1,199,214
43
Male
21,888
Single
null
Master's
Self-Employed
16.836248
Urban
Premium
1
10
668
3
2020-11-17 15:21:39.180553
Good
Yes
Rarely
Apartment
1,240
1,199,215
32
Female
57,381
Divorced
0
PhD
null
39.592453
Suburban
Basic
2
0
348
7
2024-07-12 15:21:39.134960
Average
No
Monthly
Condo
102
1,199,216
32
Female
16,582
Married
1
Master's
Employed
11.074721
Urban
Comprehensive
0
12
771
7
2021-09-21 15:21:39.134960
Poor
Yes
Rarely
House
459
1,199,217
55
Female
17,071
Single
1
Bachelor's
Unemployed
11.758966
Urban
Comprehensive
null
5
761
8
2024-05-06 15:21:39.199447
Average
Yes
Daily
House
489
1,199,218
20
Male
75,438
Divorced
3
PhD
Unemployed
28.9353
Suburban
Comprehensive
0
1
571
1
2024-03-20 15:21:39.134960
Good
No
Rarely
Apartment
291
1,199,219
39
Female
null
Divorced
2
PhD
Self-Employed
51.922605
Suburban
Premium
1
5
725
5
2023-04-06 15:21:39.126661
Average
Yes
Rarely
Apartment
524
1,199,220
37
Male
45,900
Married
3
PhD
Employed
26.695844
Rural
Basic
0
16
571
9
2022-05-20 15:21:39.155231
Good
Yes
Rarely
Condo
1,036
1,199,221
57
Male
37,253
Single
3
PhD
Employed
47.976408
Rural
Basic
null
0
552
2
2022-12-18 15:21:39.167099
Good
No
Rarely
House
4,938
1,199,222
52
Female
148,361
Married
2
Master's
Self-Employed
39.077428
Suburban
Comprehensive
2
11
370
2
2021-07-03 15:21:39.099739
Poor
No
Weekly
Condo
649
1,199,223
33
Female
null
Married
0
PhD
null
8.678914
Urban
Comprehensive
2
10
464
3
2023-02-16 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,238
1,199,224
55
Female
32,874
Married
2
Master's
null
31.050025
Urban
Comprehensive
null
18
565
5
2024-02-11 15:21:39.228521
Average
Yes
Monthly
Apartment
615
1,199,225
52
Female
93,637
Married
3
High School
null
null
Suburban
Basic
1
0
null
5
2024-03-22 15:21:39.181605
Poor
Yes
Weekly
Apartment
101
1,199,226
25
Male
35,424
Divorced
2
Master's
Self-Employed
20.538828
Urban
Basic
null
6
757
5
2023-12-07 15:21:39.126661
Poor
No
Monthly
Apartment
1,071
1,199,227
28
Male
10,305
Married
0
High School
Employed
30.849633
Suburban
Basic
0
5
682
7
2022-05-27 15:21:39.237118
Good
No
Rarely
Apartment
232
1,199,228
23
Female
4,720
Divorced
null
High School
null
41.719247
Urban
Basic
0
9
466
9
2020-01-31 15:21:39.250151
null
No
Monthly
House
975
1,199,229
61
Female
17,493
Single
null
PhD
Employed
9.99146
Suburban
Comprehensive
2
5
696
2
2021-07-17 15:21:39.237118
Good
Yes
Monthly
Condo
1,708
1,199,230
43
Female
7,071
Single
0
High School
null
null
Urban
Comprehensive
0
11
757
9
2022-08-27 15:21:39.085129
Poor
No
Daily
Apartment
835
1,199,231
51
Female
648
Married
2
High School
null
null
Suburban
Basic
null
5
null
2
2024-02-17 15:21:39.134960
Average
No
Weekly
Condo
596
1,199,232
64
Male
98,856
Single
0
Bachelor's
Employed
13.547846
Urban
Basic
2
16
843
5
2020-02-23 15:21:39.271453
Good
Yes
Rarely
Condo
1,929
1,199,233
60
Male
9,097
Divorced
0
PhD
null
18.596264
Urban
Premium
null
15
680
3
2021-01-13 15:21:39.086123
Good
Yes
Daily
House
267
1,199,234
26
Female
16,076
Married
3
PhD
Self-Employed
14.351786
Rural
Premium
0
9
615
6
2023-05-19 15:21:39.093681
Poor
No
Monthly
House
1,269
1,199,235
39
Male
4,788
Single
0
Master's
Employed
24.366566
Rural
Comprehensive
4
15
811
9
2023-01-02 15:21:39.126661
Poor
Yes
Monthly
Apartment
826
1,199,236
33
Male
35,633
Divorced
1
PhD
null
5.572027
Rural
Basic
0
14
446
6
2024-07-02 15:21:39.134960
Poor
No
Weekly
Condo
692
1,199,237
52
Male
18,959
Divorced
4
Bachelor's
Unemployed
32.827393
Urban
Comprehensive
1
8
535
1
2023-07-08 15:21:39.171102
Poor
No
Monthly
House
1,063
1,199,238
57
Female
106,873
Married
4
PhD
Unemployed
26.666476
Urban
Premium
2
12
718
1
2021-10-09 15:21:39.231531
Average
No
Weekly
Condo
2,327
1,199,239
54
Female
5,860
Divorced
3
PhD
Employed
37.299066
Rural
Premium
0
9
655
3
2020-09-28 15:21:39.090124
Average
No
Weekly
Apartment
1,854
1,199,240
25
Male
77,396
Single
1
High School
null
51.848274
Suburban
Premium
0
14
807
3
2020-06-18 15:21:39.155231
Average
Yes
Daily
Condo
2,677
1,199,241
60
Female
8,056
Married
0
Bachelor's
Self-Employed
40.924506
Suburban
Basic
null
5
554
7
2021-01-28 15:21:39.194829
Average
No
Daily
Condo
1,130
1,199,242
20
Male
11,013
Married
2
Bachelor's
Employed
19.097298
Rural
Basic
null
16
435
1
2024-02-02 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,760
1,199,243
19
Male
20,709
Single
0
High School
Self-Employed
34.14822
Suburban
Comprehensive
1
18
null
3
2024-02-20 15:21:39.245086
Poor
Yes
Weekly
House
437
1,199,244
32
Female
44,734
Married
4
Bachelor's
Employed
23.824359
Urban
Premium
1
14
793
1
2023-08-19 15:21:39.143708
Average
Yes
Monthly
House
2,236
1,199,245
40
Female
11,861
Single
3
High School
Employed
32.756461
Urban
Comprehensive
1
12
null
6
2022-08-03 15:21:39.193945
Poor
No
Weekly
Apartment
1,542
1,199,246
64
Female
43,840
Married
2
PhD
Employed
48.690861
Rural
Premium
0
18
null
2
2020-11-20 15:21:39.113566
Good
Yes
Rarely
Condo
1,435
1,199,247
34
Male
26,761
Divorced
4
Bachelor's
null
49.408775
Rural
Comprehensive
0
8
551
5
2020-06-05 15:21:39.170099
Average
Yes
Monthly
House
2,438
1,199,248
60
Male
3,688
Single
1
PhD
Employed
null
Rural
Basic
1
5
816
4
2022-04-15 15:21:39.174719
Good
No
Weekly
Apartment
1,063
1,199,249
25
Male
52,477
Single
1
Master's
Unemployed
51.567302
Urban
Basic
null
14
589
4
2024-02-22 15:21:39.223901
Poor
No
Monthly
Apartment
596
1,199,250
62
Male
16,507
Married
0
Bachelor's
null
16.637607
Urban
Comprehensive
0
10
487
7
2023-01-22 15:21:39.082499
Poor
No
Monthly
Condo
1,646
1,199,251
43
Female
23,131
Single
0
Bachelor's
Self-Employed
19.923215
Rural
Basic
1
5
371
8
2022-02-14 15:21:39.100695
Poor
Yes
Rarely
Condo
1,036
1,199,252
24
Female
null
Divorced
3
Bachelor's
null
30.391911
Suburban
Premium
3
3
415
6
2024-04-09 15:21:39.133866
Poor
Yes
Daily
House
629
1,199,253
47
Male
9,072
Divorced
1
Master's
null
24.988809
Suburban
Premium
1
17
753
3
2023-12-25 15:21:39.134960
Average
Yes
Monthly
Apartment
111
1,199,254
40
Male
36,159
Married
1
High School
Self-Employed
12.067638
Urban
Basic
null
9
330
4
2019-10-12 15:21:39.132191
Good
Yes
Rarely
House
459
1,199,255
58
Female
19,910
Single
0
PhD
null
22.275907
Suburban
Basic
null
15
523
6
2019-12-08 15:21:39.270454
Poor
No
Rarely
Apartment
332
1,199,256
41
Male
565
Divorced
0
PhD
Self-Employed
30.420039
Rural
Premium
2
1
518
9
2023-07-24 15:21:39.222387
Average
Yes
Monthly
Condo
688
1,199,257
31
Male
50,785
Divorced
2
Bachelor's
Self-Employed
34.343011
Rural
Comprehensive
1
8
610
4
2023-05-20 15:21:39.095696
Poor
No
Monthly
Apartment
199
1,199,258
31
Male
43,653
Divorced
null
Bachelor's
Self-Employed
12.912755
Suburban
Basic
null
19
553
7
2022-05-13 15:21:39.272456
Average
No
Weekly
Condo
280
1,199,259
29
Female
7,895
Divorced
0
PhD
Unemployed
12.495589
Suburban
Premium
0
16
304
2
2024-06-22 15:21:39.155231
Good
No
Monthly
House
615
1,199,260
63
Male
137,945
Single
4
Master's
Self-Employed
15.951993
Rural
Premium
null
13
null
4
2020-01-03 15:21:39.081504
Poor
No
Weekly
Apartment
251
1,199,261
64
Female
82,760
Divorced
2
Master's
null
22.278828
Suburban
Basic
2
19
373
9
2019-10-04 15:21:39.220389
Good
No
Rarely
Condo
992
1,199,262
35
Male
5,816
null
0
PhD
null
null
Urban
Comprehensive
2
16
447
9
2022-05-20 15:21:39.155231
Good
No
Rarely
House
632
1,199,263
42
Female
39,766
Married
4
Bachelor's
Unemployed
20.064955
Urban
Comprehensive
1
15
587
5
2023-11-04 15:21:39.237118
Poor
Yes
Rarely
Apartment
955
1,199,264
64
Male
21,621
Married
0
Bachelor's
Employed
16.814977
Suburban
Comprehensive
3
1
773
3
2021-08-17 15:21:39.147735
Average
No
Weekly
House
514
1,199,265
null
Male
14,085
Divorced
2
High School
Self-Employed
6.418853
Suburban
Basic
null
0
605
7
2022-01-07 15:21:39.154008
null
Yes
Daily
House
443
1,199,266
55
Female
38,963
Married
3
High School
Self-Employed
11.358079
Rural
Basic
2
9
523
3
2024-03-14 15:21:39.091080
Poor
Yes
Rarely
House
581
1,199,267
22
Female
55,732
Married
null
Master's
null
11.946225
Suburban
Premium
2
15
null
3
2022-07-07 15:21:39.215386
Good
No
Daily
Apartment
2,271
1,199,268
32
Male
1,693
Married
null
High School
null
32.723725
Urban
Premium
null
13
747
9
2022-01-26 15:21:39.134960
Poor
No
Weekly
Apartment
287
1,199,269
47
Female
29,365
Divorced
2
PhD
Employed
20.826189
Rural
Comprehensive
null
4
434
3
2023-07-19 15:21:39.166062
Good
No
Monthly
Apartment
573
1,199,270
34
Female
11,994
Single
2
Bachelor's
null
36.469036
Suburban
Premium
2
17
648
2
2022-03-10 15:21:39.237118
Average
Yes
Daily
House
2,096
1,199,271
37
Female
23,108
Divorced
4
Master's
Self-Employed
25.657324
Rural
Basic
3
1
null
3
2022-02-20 15:21:39.125660
Average
Yes
Rarely
House
2,399
1,199,272
37
Male
20,709
Single
null
PhD
null
38.125745
Urban
Premium
1
2
468
7
2022-05-23 15:21:39.229482
Poor
No
Weekly
House
1,808
1,199,273
47
Female
6,829
Married
0
Master's
Self-Employed
14.394079
Suburban
Basic
0
2
587
6
2024-01-02 15:21:39.134960
Poor
Yes
Rarely
Apartment
902
1,199,274
21
Female
45,631
Married
3
Master's
Employed
40.244824
Rural
Premium
0
9
494
5
2021-12-01 15:21:39.098696
Average
No
Rarely
Condo
2,478
1,199,275
60
Male
null
Married
2
High School
Unemployed
33.874308
Suburban
Premium
2
5
471
2
2020-07-02 15:21:39.146733
Good
No
Daily
Condo
1,927
1,199,276
44
Female
120,913
Married
1
PhD
Unemployed
null
Urban
Premium
1
4
642
3
2022-10-17 15:21:39.123711
Good
Yes
Weekly
Apartment
3,107
1,199,277
19
Female
null
Single
4
Master's
Unemployed
37.240345
Suburban
Basic
0
1
706
9
2023-02-25 15:21:39.134960
Good
No
Weekly
House
416
1,199,278
31
Male
47,491
Married
4
High School
Employed
33.413734
Rural
Basic
null
1
433
6
2021-01-01 15:21:39.090124
Average
Yes
Daily
Condo
1,461
1,199,279
36
Female
35,417
Divorced
3
PhD
null
9.242627
Urban
Basic
null
0
634
3
2022-07-18 15:21:39.095696
Poor
Yes
Monthly
Apartment
966
1,199,280
24
Female
11,031
Single
1
Bachelor's
null
18.970857
Rural
Comprehensive
null
10
698
5
2022-05-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,557
1,199,281
46
Male
30,963
Single
3
Master's
Self-Employed
10.948151
Urban
Basic
0
8
579
1
2021-09-25 15:21:39.121169
null
Yes
Weekly
House
762
1,199,282
38
Male
45,210
Single
3
High School
null
37.751354
Rural
Comprehensive
1
5
758
9
2021-08-15 15:21:39.247098
Average
Yes
Rarely
Apartment
1,966
1,199,283
22
Male
4,809
Single
1
Bachelor's
null
18.232686
Rural
Premium
1
13
837
2
2024-01-13 15:21:39.089116
Average
Yes
Weekly
Apartment
335
1,199,284
27
Male
20,982
Married
3
High School
null
24.592811
Suburban
Basic
null
9
725
2
2020-01-14 15:21:39.155231
Good
Yes
Rarely
House
661
1,199,285
22
Female
24,480
Divorced
3
Master's
Employed
36.900029
Urban
Premium
2
1
827
7
2022-02-07 15:21:39.126661
Good
No
Weekly
Apartment
100
1,199,286
56
Male
18,087
Married
1
PhD
null
27.662542
Rural
Premium
0
2
759
7
2023-09-18 15:21:39.149731
Good
Yes
Weekly
Apartment
1,585
1,199,287
38
Male
492
Single
1
Bachelor's
Self-Employed
36.592346
Suburban
Basic
3
10
592
4
2021-01-06 15:21:39.237118
null
No
Weekly
Condo
1,523
1,199,288
28
Male
53,685
Single
1
Master's
null
48.291246
Rural
Premium
null
17
705
2
2020-11-05 15:21:39.149731
Poor
No
Daily
Condo
136
1,199,289
39
Female
7,722
Married
3
PhD
null
22.936862
Urban
Basic
null
10
null
7
2021-03-31 15:21:39.134960
null
No
Rarely
House
736
1,199,290
42
Female
8,791
Single
1
Bachelor's
Self-Employed
22.098266
Rural
Premium
0
13
773
6
2024-02-26 15:21:39.208842
Good
Yes
Rarely
Condo
917
1,199,291
33
Female
37,572
Single
1
PhD
Self-Employed
8.907182
Suburban
Basic
1
2
514
6
2023-01-29 15:21:39.254678
Poor
No
Weekly
Condo
1,489
1,199,292
42
Male
52,844
Single
0
Bachelor's
Self-Employed
9.719335
Rural
Basic
null
13
307
4
2023-11-27 15:21:39.122134
Good
Yes
Daily
Apartment
77
1,199,293
null
Male
39,092
Single
4
Bachelor's
Unemployed
24.241164
Urban
Premium
null
17
null
2
2021-10-20 15:21:39.134960
Good
No
Weekly
Condo
1,683
1,199,294
28
Male
35,548
Divorced
3
High School
Employed
26.085467
Rural
Comprehensive
1
2
696
3
2022-08-05 15:21:39.269494
Average
No
Weekly
Apartment
1,875
1,199,295
24
Male
11,733
Single
3
Master's
Self-Employed
31.715856
Urban
Comprehensive
1
6
653
5
2022-01-14 15:21:39.213373
Good
Yes
Weekly
Condo
96
1,199,296
52
Female
40,491
Divorced
2
High School
Self-Employed
47.171641
Suburban
Comprehensive
1
10
null
6
2019-09-12 15:21:39.259788
null
No
Monthly
Condo
928
1,199,297
54
Male
null
Divorced
null
Bachelor's
Employed
21.17244
Urban
Premium
null
12
456
6
2024-08-01 15:21:39.223901
null
No
Weekly
Apartment
3,566
1,199,298
40
Female
33,754
Divorced
1
Bachelor's
Self-Employed
32.459327
Rural
Premium
0
11
727
6
2020-03-29 15:21:39.111551
Good
Yes
Rarely
Condo
1,269
1,199,299
56
Female
9,056
Single
0
Master's
null
23.701717
Rural
Basic
0
19
622
5
2024-02-08 15:21:39.084065
Average
No
Monthly
House
515