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
1,195,200
41
Male
53,940
Divorced
4
High School
null
28.605637
Urban
Premium
0
6
650
5
2019-08-24 15:21:39.082499
Average
Yes
Daily
House
291
1,195,201
22
Male
2,935
Married
0
Master's
null
22.848299
Suburban
Comprehensive
1
17
488
8
2020-08-23 15:21:39.155231
Average
Yes
Monthly
House
1,827
1,195,202
50
Female
27,351
Single
0
Master's
null
8.127524
Suburban
Premium
0
10
405
8
2021-03-20 15:21:39.128286
Poor
No
Monthly
Apartment
1,526
1,195,203
64
Female
29,894
Divorced
3
High School
Employed
27.551205
Urban
Premium
1
10
null
5
2023-04-07 15:21:39.122134
Average
Yes
Monthly
Apartment
1,174
1,195,204
58
Male
5,855
Single
1
High School
null
32.332078
Urban
Comprehensive
0
8
613
8
2020-11-07 15:21:39.134960
Poor
Yes
Daily
House
1,219
1,195,205
62
Male
16,823
Married
2
Bachelor's
Unemployed
24.270824
Rural
Comprehensive
0
7
423
8
2024-01-01 15:21:39.134960
Good
No
Monthly
House
1,194
1,195,206
36
Male
61,231
Married
2
Bachelor's
Unemployed
50.307423
Urban
Basic
1
18
354
5
2021-07-06 15:21:39.263607
Poor
No
Weekly
Apartment
2,197
1,195,207
37
Female
26,962
Divorced
2
High School
Employed
16.827065
Urban
Premium
1
10
838
4
2019-10-01 15:21:39.146733
Good
No
Weekly
House
1,568
1,195,208
23
Male
16,082
Divorced
3
Bachelor's
Self-Employed
23.865194
Urban
Basic
0
8
757
1
2019-12-06 15:21:39.237118
Good
Yes
Monthly
Apartment
657
1,195,209
44
Female
2,485
Single
3
PhD
null
26.859305
Rural
Premium
1
15
424
7
2023-12-03 15:21:39.117183
Average
No
Rarely
Condo
1,303
1,195,210
60
Male
11,563
Married
3
Bachelor's
Unemployed
12.702788
Rural
Basic
1
1
null
3
2022-09-05 15:21:39.229482
Poor
No
Rarely
House
963
1,195,211
19
Female
15,962
Divorced
1
Bachelor's
Self-Employed
12.29013
Suburban
Premium
0
4
539
1
2024-06-29 15:21:39.126661
Good
No
Monthly
Condo
652
1,195,212
43
Female
18,426
Single
2
Master's
Unemployed
50.811539
Suburban
Basic
1
7
425
5
2020-02-24 15:21:39.177724
Good
Yes
Monthly
Apartment
1,008
1,195,213
46
Female
59,537
Divorced
4
Master's
null
22.534505
Rural
Comprehensive
0
19
336
2
2023-01-16 15:21:39.185215
Average
Yes
Daily
Apartment
690
1,195,214
20
Male
11,781
Single
null
PhD
Unemployed
38.243572
Suburban
Comprehensive
0
18
null
4
2020-06-06 15:21:39.267454
Good
No
Monthly
House
1,161
1,195,215
20
Male
31,006
Single
3
High School
Employed
4.92366
Urban
Premium
null
0
657
6
2023-06-08 15:21:39.180553
Average
No
Monthly
House
1,923
1,195,216
37
Female
12,074
Divorced
null
Bachelor's
null
22.858897
Urban
Comprehensive
1
2
703
9
2022-10-22 15:21:39.192212
Good
No
Weekly
House
827
1,195,217
40
Female
15,228
Single
2
Bachelor's
Self-Employed
10.908954
Suburban
Comprehensive
null
10
743
6
2020-11-23 15:21:39.090124
Average
No
Rarely
Condo
1,204
1,195,218
41
Female
62,360
Single
0
Master's
Unemployed
null
Suburban
Premium
2
6
493
7
2021-04-30 15:21:39.111551
Poor
No
Monthly
Condo
648
1,195,219
31
Male
18,861
Divorced
1
Bachelor's
Self-Employed
32.744973
Rural
Premium
0
15
768
1
2024-06-07 15:21:39.237118
Good
Yes
Weekly
Condo
2,392
1,195,220
33
Female
43,485
Married
3
Bachelor's
Employed
28.095931
Suburban
Basic
null
12
682
2
2021-06-24 15:21:39.250151
Poor
Yes
Rarely
House
811
1,195,221
37
Female
56,778
Single
3
PhD
null
33.955316
Rural
Comprehensive
null
12
null
2
2024-03-12 15:21:39.134960
null
No
Daily
House
40
1,195,222
43
Female
null
Single
4
PhD
null
12.878778
Rural
Basic
2
5
301
4
2020-01-07 15:21:39.216387
Average
No
Monthly
Condo
818
1,195,223
62
Female
26,126
Divorced
null
PhD
Unemployed
7.750138
Suburban
Basic
0
7
392
7
2019-09-06 15:21:39.256696
Poor
No
Weekly
Condo
724
1,195,224
38
Female
43,944
Married
3
PhD
null
18.584906
Rural
Basic
null
14
765
3
2022-02-12 15:21:39.175719
Average
Yes
Monthly
Apartment
782
1,195,225
56
Female
39,766
Married
4
High School
null
43.490849
Urban
Comprehensive
null
0
805
2
2023-08-24 15:21:39.155231
Average
Yes
Rarely
House
556
1,195,226
38
Male
40,984
Single
4
PhD
Employed
19.569503
Urban
Basic
2
10
499
4
2021-10-19 15:21:39.126661
Average
Yes
Daily
Condo
1,519
1,195,227
41
Female
122,497
Single
2
High School
null
24.066868
Rural
Basic
1
19
357
6
2021-12-22 15:21:39.120168
Average
Yes
Daily
Apartment
572
1,195,228
60
Female
22,825
Divorced
2
Master's
Unemployed
45.817543
Urban
Premium
1
2
null
6
2022-05-24 15:21:39.155231
Good
No
Rarely
House
714
1,195,229
18
Male
null
Divorced
0
High School
Self-Employed
18.913555
Rural
Comprehensive
1
14
757
7
2021-08-24 15:21:39.253660
Poor
No
Weekly
Apartment
348
1,195,230
50
Female
17,815
Divorced
1
PhD
Unemployed
26.13632
Suburban
Premium
null
19
318
6
2024-05-01 15:21:39.226954
Average
No
Rarely
Condo
547
1,195,231
48
Female
40,552
Single
0
Bachelor's
Unemployed
24.154927
Suburban
Premium
2
15
659
6
2022-05-17 15:21:39.230483
null
Yes
Weekly
Apartment
995
1,195,232
39
Male
10,026
Divorced
2
Master's
Unemployed
42.093185
Suburban
Premium
2
12
742
4
2020-07-29 15:21:39.130190
Poor
No
Daily
Condo
732
1,195,233
21
Male
3,925
Divorced
1
Master's
Self-Employed
null
Urban
Basic
1
17
747
4
2023-10-31 15:21:39.186212
Average
Yes
Rarely
Condo
1,148
1,195,234
48
Male
8,013
Married
4
Bachelor's
null
36.744131
Rural
Premium
0
6
786
5
2022-07-05 15:21:39.145732
Poor
No
Rarely
House
591
1,195,235
61
Male
29,185
Married
0
High School
Employed
3.009618
Suburban
Basic
2
0
null
3
2023-11-12 15:21:39.134960
Good
No
Monthly
House
842
1,195,236
58
Female
null
Married
3
Bachelor's
Unemployed
11.270712
Rural
Comprehensive
3
0
413
5
2021-10-17 15:21:39.252145
Poor
No
Rarely
Apartment
1,296
1,195,237
64
Male
2,986
Divorced
2
Bachelor's
Employed
36.818383
Urban
Comprehensive
null
10
352
1
2022-06-12 15:21:39.118178
Poor
Yes
Monthly
Apartment
484
1,195,238
41
Male
2,859
Single
1
Master's
Employed
30.388894
Urban
Basic
null
3
null
2
2020-11-25 15:21:39.155231
Average
Yes
Monthly
Apartment
1,874
1,195,239
53
Female
6,098
Divorced
3
PhD
Self-Employed
7.94235
Rural
Comprehensive
0
10
330
5
2024-01-13 15:21:39.163910
Poor
Yes
Rarely
Apartment
3,126
1,195,240
30
Male
15,996
Divorced
null
High School
Self-Employed
14.558739
Rural
Comprehensive
null
16
301
7
2022-08-12 15:21:39.147735
Poor
Yes
Weekly
House
3,924
1,195,241
57
Male
43,779
Divorced
1
PhD
Unemployed
22.098974
Urban
Comprehensive
2
9
730
7
2023-06-25 15:21:39.155231
Average
No
Weekly
Condo
767
1,195,242
48
Male
9,891
Married
2
Master's
Unemployed
47.38683
Urban
Premium
null
12
690
2
2022-03-07 15:21:39.179186
Poor
No
Monthly
House
2,359
1,195,243
36
Female
515
Single
0
Master's
Employed
26.88498
Urban
Basic
1
7
543
1
2020-10-22 15:21:39.172097
null
No
Monthly
House
643
1,195,244
51
Female
23,832
Divorced
0
High School
Self-Employed
30.835386
Rural
Premium
1
14
416
4
2023-03-09 15:21:39.208842
Poor
Yes
Weekly
Condo
762
1,195,245
36
Female
16,891
Divorced
3
PhD
Employed
28.375078
Rural
Premium
null
17
null
5
2022-07-17 15:21:39.145732
Good
No
Rarely
House
1,318
1,195,246
31
Female
67,787
Divorced
4
Bachelor's
Self-Employed
13.907185
Rural
Premium
1
0
555
8
2019-11-14 15:21:39.252145
Good
No
Weekly
House
52
1,195,247
26
Female
55,784
Single
0
High School
Employed
22.979589
Suburban
Comprehensive
0
0
343
1
2021-03-28 15:21:39.134960
Good
No
Weekly
Condo
1,017
1,195,248
51
Female
30,676
Single
4
PhD
null
null
Rural
Comprehensive
null
2
null
7
2021-05-13 15:21:39.209847
Average
Yes
Daily
House
1,189
1,195,249
29
Female
56,012
Divorced
2
Master's
Unemployed
19.270645
Urban
Basic
null
18
null
8
2022-09-01 15:21:39.155231
Good
No
Weekly
Condo
302
1,195,250
47
Female
2,422
Single
2
Bachelor's
Unemployed
5.882024
Urban
Comprehensive
1
13
364
1
2022-10-16 15:21:39.080440
Poor
Yes
Rarely
Condo
1,115
1,195,251
45
Female
45,612
Single
3
High School
null
null
Urban
Premium
1
16
755
5
2020-11-03 15:21:39.253660
Poor
No
Monthly
Condo
1,619
1,195,252
21
Female
48,764
Single
null
PhD
null
12.839563
Rural
Premium
0
14
357
3
2019-10-04 15:21:39.194829
Average
Yes
Rarely
House
2,045
1,195,253
19
Male
5,058
Divorced
2
PhD
Employed
18.064941
Urban
Basic
2
13
649
6
2020-12-10 15:21:39.176717
Average
No
Monthly
House
1,842
1,195,254
39
Male
45,488
Married
2
PhD
null
36.567385
Suburban
Basic
0
19
637
5
2022-04-07 15:21:39.092127
Poor
Yes
Rarely
Condo
3,572
1,195,255
19
Female
12,051
Divorced
3
High School
Self-Employed
32.717085
Rural
Premium
1
14
766
8
2020-05-15 15:21:39.235012
Good
Yes
Weekly
Apartment
591
1,195,256
28
Male
30,577
Divorced
4
PhD
null
11.103534
Suburban
Basic
0
5
521
6
2021-08-01 15:21:39.134960
Average
Yes
Daily
Condo
22
1,195,257
48
Female
1,265
Divorced
2
High School
Self-Employed
21.383649
Urban
Basic
1
15
719
2
2024-07-27 15:21:39.134960
Poor
Yes
Weekly
Condo
2,248
1,195,258
25
Male
4,043
Single
3
PhD
Unemployed
6.690451
Urban
Comprehensive
null
16
558
2
2021-10-12 15:21:39.208842
Poor
No
Rarely
Apartment
3,744
1,195,259
37
Female
null
Single
4
PhD
Self-Employed
10.848721
Rural
Basic
1
4
446
4
2024-02-20 15:21:39.271453
null
Yes
Monthly
House
357
1,195,260
49
Male
44,976
Single
3
Master's
null
42.649814
Urban
Comprehensive
0
12
632
3
2021-08-09 15:21:39.261856
Poor
No
Daily
Apartment
833
1,195,261
50
Male
25,500
Married
4
High School
Self-Employed
24.89876
Suburban
Comprehensive
2
13
613
4
2022-06-01 15:21:39.188220
Good
No
Rarely
Condo
1,033
1,195,262
32
Male
21,591
Divorced
4
High School
Self-Employed
42.919287
Rural
Premium
null
10
845
3
2023-03-23 15:21:39.237118
Good
Yes
Rarely
Condo
1,562
1,195,263
64
Male
114,137
Single
3
High School
Employed
24.918748
Urban
Premium
null
13
848
7
2024-06-07 15:21:39.231531
Good
No
Rarely
House
210
1,195,264
48
Female
56,244
Married
3
High School
null
10.06149
Rural
Premium
3
15
647
9
2020-06-10 15:21:39.246098
Average
Yes
Monthly
House
3,835
1,195,265
59
Male
8,503
Single
0
Master's
Unemployed
37.947299
Rural
Comprehensive
null
19
699
5
2022-03-28 15:21:39.113566
Average
Yes
Monthly
Apartment
1,520
1,195,266
36
Female
12,097
Single
2
Master's
Self-Employed
12.914278
Urban
Basic
1
2
695
1
2023-05-23 15:21:39.172097
Poor
Yes
Weekly
Condo
827
1,195,267
27
Female
45,758
Married
null
High School
Unemployed
34.189878
Rural
Premium
null
16
475
9
2022-05-18 15:21:39.199447
Poor
No
Weekly
Apartment
482
1,195,268
62
Female
27,430
Divorced
1
Master's
null
46.282349
Rural
Comprehensive
2
12
564
4
2021-07-02 15:21:39.237118
Good
No
Rarely
House
1,124
1,195,269
51
Female
24,986
Divorced
0
Bachelor's
Self-Employed
13.019937
Suburban
Basic
1
6
552
1
2020-01-31 15:21:39.209847
Good
No
Weekly
House
1,169
1,195,270
27
Female
6,042
Single
4
Bachelor's
Self-Employed
27.738818
Urban
Basic
1
2
472
5
2021-04-22 15:21:39.172097
Average
Yes
Monthly
Condo
1,678
1,195,271
33
Female
4,941
Single
3
High School
Unemployed
16.081489
Rural
Premium
1
11
587
6
2021-05-01 15:21:39.274993
null
No
Daily
Apartment
1,616
1,195,272
36
Female
29,072
Divorced
4
High School
null
11.534785
Rural
Basic
null
6
826
8
2021-02-16 15:21:39.249100
Average
Yes
Rarely
House
1,736
1,195,273
18
Female
4,566
Married
4
High School
null
26.638403
Urban
Comprehensive
0
19
673
2
2022-11-07 15:21:39.086123
Good
Yes
Daily
House
1,920
1,195,274
25
Female
45,645
Single
0
PhD
null
15.099095
Rural
Basic
2
9
739
8
2021-11-30 15:21:39.149731
Poor
Yes
Weekly
Apartment
150
1,195,275
61
Male
38,217
Divorced
4
High School
Employed
6.189729
Urban
Comprehensive
1
6
658
1
2023-04-13 15:21:39.134960
Poor
Yes
Rarely
Condo
2,601
1,195,276
60
Female
55,893
Married
3
PhD
Self-Employed
29.661916
Rural
Basic
2
14
658
9
2019-08-24 15:21:39.225916
Average
Yes
Daily
Condo
2,721
1,195,277
38
Male
5,017
Divorced
1
Master's
Self-Employed
9.054768
Urban
Basic
null
12
804
9
2023-12-22 15:21:39.206847
Poor
No
Daily
Condo
535
1,195,278
63
Male
9,094
Single
null
PhD
Employed
21.08176
Urban
Premium
null
17
562
7
2023-11-15 15:21:39.098696
Poor
Yes
Rarely
House
656
1,195,279
35
Male
1,694
Single
null
PhD
Employed
45.79736
Rural
Premium
0
14
723
2
2021-07-17 15:21:39.134960
Poor
No
Monthly
Condo
2,079
1,195,280
64
Female
49,863
Single
1
PhD
Unemployed
18.539157
Urban
Basic
5
1
321
7
2022-10-16 15:21:39.251142
Average
No
Weekly
Condo
716
1,195,281
45
Male
21,573
Single
2
Bachelor's
Unemployed
11.796345
Urban
Comprehensive
1
2
549
3
2022-06-17 15:21:39.182597
Average
No
Rarely
Condo
2,814
1,195,282
21
Female
610
Married
4
Bachelor's
Unemployed
27.913196
Urban
Comprehensive
null
3
835
3
2023-09-20 15:21:39.177724
Good
No
Monthly
Apartment
1,932
1,195,283
53
Female
1,564
Divorced
4
High School
Employed
36.121848
Urban
Comprehensive
1
9
787
9
2019-10-25 15:21:39.274993
null
No
Daily
House
1,113
1,195,284
34
Male
739
Married
1
High School
Unemployed
null
Suburban
Comprehensive
1
17
676
5
2022-02-04 15:21:39.289099
Poor
No
Monthly
Condo
952
1,195,285
36
Female
14,892
Married
0
PhD
Self-Employed
30.074706
Urban
Premium
0
15
641
7
2020-03-01 15:21:39.134960
Poor
No
Weekly
Apartment
830
1,195,286
38
Male
537
Divorced
3
PhD
Employed
9.448361
Urban
Basic
2
18
635
9
2021-08-13 15:21:39.166062
Average
Yes
Monthly
Apartment
2,734
1,195,287
64
Female
46,079
Married
3
Bachelor's
Employed
22.760745
Suburban
Premium
null
5
null
7
2019-12-31 15:21:39.237118
Average
No
Rarely
House
686
1,195,288
52
Female
40,863
Single
1
PhD
Employed
13.811674
Rural
Basic
null
0
695
1
2019-11-30 15:21:39.125660
Poor
No
Weekly
Apartment
150
1,195,289
40
Male
2,485
Single
1
Bachelor's
null
null
Rural
Basic
0
18
394
9
2020-04-08 15:21:39.209847
Average
No
Rarely
Apartment
749
1,195,290
41
Male
56,600
Single
3
Master's
Employed
12.878138
Rural
Comprehensive
null
12
787
3
2022-11-18 15:21:39.209847
Average
No
Rarely
Apartment
150
1,195,291
35
Female
7,858
Single
2
Master's
null
25.087672
Suburban
Basic
0
0
775
3
2021-08-20 15:21:39.116179
Poor
No
Rarely
House
73
1,195,292
49
Male
null
null
0
PhD
Unemployed
23.527696
Suburban
Comprehensive
null
0
629
1
2021-10-30 15:21:39.254678
Good
No
Monthly
Condo
2,299
1,195,293
64
Male
14,483
Divorced
0
Bachelor's
Self-Employed
15.141393
Rural
Premium
0
1
437
9
2023-06-26 15:21:39.167099
Average
Yes
Monthly
House
716
1,195,294
29
Male
31,008
Single
2
High School
null
6.543204
Suburban
Premium
0
2
643
8
2020-02-13 15:21:39.155231
Average
No
Rarely
Condo
708
1,195,295
62
Male
39,860
Divorced
0
High School
Employed
11.814285
Suburban
Basic
null
19
532
8
2023-10-29 15:21:39.134960
Average
No
Daily
Apartment
519
1,195,296
35
Female
16,086
Divorced
0
PhD
Employed
32.944199
Rural
Premium
0
7
695
3
2024-05-08 15:21:39.085129
Average
Yes
Monthly
Condo
1,596
1,195,297
46
Male
91,049
null
3
PhD
Self-Employed
31.394211
Rural
Comprehensive
null
5
714
2
2022-11-30 15:21:39.224915
Good
No
Rarely
Apartment
2,109
1,195,298
34
Female
812
Married
2
High School
Self-Employed
17.882857
Rural
Comprehensive
null
14
null
2
2020-12-27 15:21:39.237118
Average
No
Weekly
House
25
1,195,299
53
Male
70,287
Single
2
PhD
Unemployed
11.926862
Suburban
Premium
0
17
792
2
2023-04-16 15:21:39.245086
Poor
Yes
Rarely
Condo
81