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
1,192,200
33
Male
47,652
Married
null
PhD
null
27.444704
Rural
Basic
1
12
342
1
2020-12-09 15:21:39.288099
Poor
No
Weekly
House
1,193
1,192,201
55
Female
15,861
Married
0
High School
Self-Employed
51.869056
Urban
Basic
null
9
774
6
2022-03-19 15:21:39.222387
Good
No
Daily
Apartment
1,479
1,192,202
23
Female
122,490
Single
1
High School
Self-Employed
32.772931
Suburban
Basic
0
4
437
8
2020-07-04 15:21:39.251142
Poor
No
Monthly
Apartment
1,142
1,192,203
32
Female
39,194
Married
4
Bachelor's
Employed
39.907157
Rural
Comprehensive
0
12
745
9
2021-11-21 15:21:39.134960
Poor
No
Daily
Condo
2,023
1,192,204
44
Female
142,071
Single
2
PhD
null
35.926666
Urban
Comprehensive
null
15
623
4
2021-07-05 15:21:39.152732
Average
Yes
Rarely
Apartment
188
1,192,205
61
Female
6,636
Married
1
High School
Self-Employed
22.691568
Urban
Premium
null
13
332
9
2023-08-10 15:21:39.237118
Good
Yes
Monthly
Condo
1,719
1,192,206
23
Female
58,535
Married
0
Bachelor's
Self-Employed
40.055856
Suburban
Comprehensive
null
6
463
1
2020-06-22 15:21:39.282785
Good
No
Daily
Apartment
115
1,192,207
21
Male
27,241
Married
2
Master's
Unemployed
27.834198
Urban
Basic
1
4
544
9
2024-04-06 15:21:39.095696
Good
No
Weekly
Condo
1,848
1,192,208
58
Female
103,257
Divorced
1
High School
Employed
44.668056
Rural
Comprehensive
null
3
512
4
2020-08-27 15:21:39.145732
Good
No
Rarely
House
134
1,192,209
31
Female
13,947
Divorced
3
High School
Employed
38.898419
Rural
Premium
1
13
359
8
2022-02-21 15:21:39.179186
Poor
No
Monthly
Condo
2,643
1,192,210
54
Female
3,367
Single
2
Bachelor's
Unemployed
31.111411
Urban
Premium
0
10
466
6
2022-05-13 15:21:39.189223
Average
No
Rarely
Condo
203
1,192,211
30
Female
20,495
Married
3
Bachelor's
Unemployed
26.078641
Suburban
Basic
null
0
801
7
2020-04-04 15:21:39.134960
Poor
No
Monthly
Apartment
1,531
1,192,212
49
Female
25,554
Single
1
PhD
Self-Employed
29.455949
Urban
Premium
null
15
594
4
2022-07-05 15:21:39.222387
Average
No
Monthly
House
1,664
1,192,213
47
Male
83,881
Married
1
Bachelor's
Self-Employed
28.650093
Urban
Comprehensive
null
6
339
4
2021-03-06 15:21:39.197445
Good
No
Daily
Condo
939
1,192,214
26
Male
55,639
Single
1
PhD
Self-Employed
11.087805
Urban
Premium
null
6
365
8
2024-02-28 15:21:39.270454
Average
Yes
Weekly
Apartment
1,192
1,192,215
53
Female
24,897
Divorced
4
PhD
Employed
7.965261
Rural
Premium
0
11
595
1
2020-04-27 15:21:39.155231
Average
Yes
Daily
Condo
1,117
1,192,216
59
Female
7,892
Divorced
1
Bachelor's
Employed
19.908931
Suburban
Premium
null
3
748
5
2022-05-31 15:21:39.289099
Poor
Yes
Monthly
House
1,331
1,192,217
61
Male
62,438
Single
0
Master's
null
51.917157
Urban
Comprehensive
0
4
618
5
2023-11-02 15:21:39.151732
Average
Yes
Daily
House
842
1,192,218
44
Male
120,027
Single
4
High School
Employed
12.471227
Urban
Basic
null
12
643
6
2024-07-23 15:21:39.185215
Good
No
Weekly
Apartment
391
1,192,219
25
Female
null
Married
null
High School
null
20.59294
Rural
Comprehensive
0
8
630
7
2023-02-05 15:21:39.246098
Average
Yes
Monthly
Apartment
61
1,192,220
26
Male
3,725
Single
1
High School
Unemployed
18.934111
Suburban
Comprehensive
null
8
454
3
2022-05-02 15:21:39.261856
null
Yes
Monthly
Condo
1,455
1,192,221
39
Male
128,537
Married
4
Master's
null
28.671219
Suburban
Comprehensive
0
18
461
5
2024-08-06 15:21:39.105504
Poor
No
Daily
Apartment
357
1,192,222
61
Female
13,041
Divorced
0
Bachelor's
null
15.614346
Urban
Basic
null
8
713
7
2021-09-28 15:21:39.237118
null
No
Monthly
House
3,294
1,192,223
48
Male
83,895
Single
null
High School
Employed
30.785534
Rural
Premium
null
13
429
1
2022-03-09 15:21:39.226954
Poor
No
Weekly
Condo
742
1,192,224
44
Male
2,155
Married
3
High School
null
15.715264
Rural
Premium
2
6
496
3
2020-06-10 15:21:39.087123
Average
No
Rarely
Condo
757
1,192,225
37
Female
2,314
Divorced
3
Master's
null
null
Rural
Premium
1
3
842
2
2021-04-11 15:21:39.134960
Average
Yes
Monthly
House
2,264
1,192,226
64
Male
30,750
Single
4
Bachelor's
Employed
9.826191
Urban
Premium
2
15
765
9
2021-09-18 15:21:39.207847
Good
No
Weekly
Condo
2,295
1,192,227
32
Female
39,644
Single
3
Master's
null
39.4447
Suburban
Basic
null
19
453
7
2024-03-01 15:21:39.155231
Good
No
Weekly
House
1,152
1,192,228
40
Male
134,877
Divorced
4
Bachelor's
null
31.492628
Rural
Comprehensive
1
11
543
9
2020-09-18 15:21:39.091080
Average
No
Monthly
Condo
394
1,192,229
55
Female
null
Single
4
Bachelor's
Unemployed
49.996066
Rural
Basic
null
4
317
6
2023-03-17 15:21:39.281787
Good
Yes
Daily
Condo
1,090
1,192,230
60
Female
82,223
Divorced
1
Master's
Employed
41.493289
Urban
Basic
3
12
null
2
2023-06-25 15:21:39.194829
Good
Yes
Rarely
Apartment
208
1,192,231
28
Male
1,468
Married
2
Bachelor's
Unemployed
24.3144
Rural
Basic
null
6
449
8
2021-05-24 15:21:39.259788
Poor
No
Monthly
Apartment
119
1,192,232
33
Female
29,402
Married
2
Bachelor's
Self-Employed
37.874456
Suburban
Basic
null
7
549
3
2020-08-24 15:21:39.155231
Average
Yes
Monthly
Condo
462
1,192,233
52
Female
6,971
Single
null
Bachelor's
Employed
39.784577
Suburban
Premium
null
12
589
6
2020-11-03 15:21:39.287115
Poor
Yes
Weekly
House
1,718
1,192,234
26
Female
8,791
Married
3
PhD
Employed
24.996613
Rural
Basic
null
9
644
2
2020-10-06 15:21:39.102694
Poor
No
Rarely
Condo
662
1,192,235
31
Female
48,787
Single
1
Master's
Employed
37.822698
Urban
Comprehensive
2
5
725
7
2023-07-27 15:21:39.198406
Average
Yes
Monthly
Condo
110
1,192,236
39
Female
24,359
Married
0
Bachelor's
null
10.278028
Rural
Premium
0
17
674
3
2021-12-16 15:21:39.237118
Poor
No
Weekly
Condo
984
1,192,237
63
Female
69,926
Divorced
3
Bachelor's
Self-Employed
35.93907
Suburban
Comprehensive
null
1
765
2
2021-03-14 15:21:39.192212
Good
No
Monthly
Apartment
130
1,192,238
64
Female
2,677
Married
0
Master's
null
2.719192
Rural
Premium
null
19
744
2
2023-08-24 15:21:39.149731
Good
Yes
Weekly
House
1,312
1,192,239
51
Male
12,063
Married
4
PhD
null
18.351056
Suburban
Comprehensive
0
14
668
8
2020-06-18 15:21:39.282785
Poor
Yes
Weekly
Condo
861
1,192,240
23
Female
71,798
Single
4
High School
Employed
18.176692
Urban
Premium
1
15
536
4
2023-05-23 15:21:39.134960
Good
No
Daily
Condo
100
1,192,241
42
Male
58,038
Single
0
Bachelor's
null
22.064331
Suburban
Comprehensive
1
19
647
2
2022-02-07 15:21:39.092127
Poor
No
Rarely
Condo
155
1,192,242
43
Male
40,382
Single
3
PhD
Self-Employed
10.944451
Suburban
Comprehensive
4
3
641
6
2024-07-15 15:21:39.151732
Average
No
Daily
Condo
676
1,192,243
null
Female
30,748
Divorced
2
Bachelor's
Unemployed
10.977498
Suburban
Comprehensive
null
7
652
1
2021-06-06 15:21:39.079128
Poor
Yes
Daily
Condo
1,816
1,192,244
51
Male
19,303
Single
4
Bachelor's
null
22.735673
Urban
Basic
1
18
null
8
2021-09-19 15:21:39.282785
Poor
Yes
Monthly
Apartment
248
1,192,245
56
Male
26,761
Married
4
Bachelor's
Employed
4.361619
Urban
Basic
null
19
559
2
2021-10-19 15:21:39.123711
Average
Yes
Daily
House
631
1,192,246
62
Female
96,914
Single
4
Bachelor's
Employed
26.5957
Suburban
Premium
1
15
null
4
2019-09-15 15:21:39.095696
Poor
No
Rarely
Condo
20
1,192,247
47
Female
4,611
Divorced
2
PhD
null
28.849742
Rural
Comprehensive
null
3
468
9
2022-05-05 15:21:39.176717
Poor
Yes
Monthly
Apartment
1,448
1,192,248
46
Male
127,020
Divorced
0
PhD
null
43.996026
Suburban
Premium
1
10
324
6
2019-11-28 15:21:39.133866
Good
No
Rarely
Apartment
419
1,192,249
52
Female
52,409
Single
null
PhD
Employed
16.272437
Urban
Comprehensive
3
17
567
9
2022-07-22 15:21:39.254678
Good
No
Daily
Condo
2,741
1,192,250
31
Male
5,768
Divorced
0
PhD
null
19.843246
Suburban
Premium
0
3
849
6
2024-04-14 15:21:39.237118
Good
No
Monthly
Condo
48
1,192,251
26
Male
122,740
Married
2
Bachelor's
null
14.417628
Suburban
Basic
1
12
456
6
2021-01-24 15:21:39.134960
Poor
No
Rarely
Condo
563
1,192,252
46
Male
609
Single
1
High School
null
null
Rural
Premium
1
1
null
6
2022-03-22 15:21:39.172097
Good
No
Rarely
Condo
1,482
1,192,253
20
Female
133,052
Married
0
Master's
null
36.7868
Suburban
Basic
2
2
383
5
2022-10-16 15:21:39.088124
Good
No
Monthly
Apartment
45
1,192,254
59
Female
7,839
Single
4
High School
Self-Employed
43.386656
Suburban
Basic
0
10
null
6
2023-09-17 15:21:39.155231
Good
Yes
Rarely
Condo
940
1,192,255
61
Male
93,361
Single
3
PhD
null
52.085503
Suburban
Comprehensive
null
3
709
9
2020-04-13 15:21:39.274993
Poor
Yes
Rarely
Apartment
1,628
1,192,256
42
Female
20,840
Single
1
PhD
null
9.726596
Urban
Comprehensive
1
6
644
8
2020-10-24 15:21:39.198406
Good
No
Daily
Apartment
883
1,192,257
null
Male
4,047
Single
0
Master's
Unemployed
41.537438
Urban
Basic
1
3
569
3
2020-01-11 15:21:39.082499
Average
Yes
Rarely
Condo
24
1,192,258
55
Male
92,919
null
4
Bachelor's
Employed
20.051479
Urban
Premium
1
14
516
2
2022-04-12 15:21:39.166062
null
Yes
Rarely
Condo
1,803
1,192,259
55
Female
2,587
Married
0
High School
Self-Employed
25.865267
Urban
Premium
null
1
431
9
2021-12-19 15:21:39.134960
Average
No
Monthly
Apartment
1,475
1,192,260
20
Male
18,127
null
4
Master's
Self-Employed
11.717522
Urban
Basic
null
7
621
6
2020-10-30 15:21:39.237118
Poor
Yes
Monthly
House
1,499
1,192,261
33
Male
24,881
Married
2
High School
null
null
Urban
Premium
0
15
472
3
2020-07-08 15:21:39.180553
Average
Yes
Daily
Apartment
829
1,192,262
61
Male
14,791
Married
null
Master's
Unemployed
32.679914
Urban
Basic
1
5
659
4
2023-05-22 15:21:39.237118
null
Yes
Daily
Apartment
669
1,192,263
53
Female
9,904
Married
3
PhD
Self-Employed
28.944462
Suburban
Basic
null
7
null
8
2020-05-21 15:21:39.110557
Good
Yes
Weekly
House
2,104
1,192,264
30
Female
97,251
Married
2
Bachelor's
Self-Employed
11.904148
Urban
Basic
2
9
370
9
2021-08-20 15:21:39.274993
Good
No
Daily
House
28
1,192,265
55
Male
3,815
Divorced
null
Master's
null
27.350004
Rural
Comprehensive
1
18
null
1
2024-05-30 15:21:39.229482
null
No
Rarely
Apartment
38
1,192,266
34
Male
34,962
Divorced
1
High School
Employed
33.766229
Suburban
Comprehensive
null
18
730
9
2020-06-04 15:21:39.102694
Good
No
Weekly
House
774
1,192,267
36
Male
93,977
Married
1
Bachelor's
Employed
3.06815
Suburban
Basic
2
7
382
8
2021-08-17 15:21:39.134960
Poor
No
Weekly
Condo
587
1,192,268
50
Female
20,292
Married
4
PhD
Employed
6.012204
Suburban
Comprehensive
null
16
null
9
2020-04-07 15:21:39.237118
Good
No
Daily
House
583
1,192,269
43
Female
15,630
Married
2
Bachelor's
Unemployed
26.837474
Suburban
Comprehensive
null
16
707
8
2021-05-05 15:21:39.255696
Good
No
Daily
Condo
684
1,192,270
29
Male
2,986
Divorced
2
Bachelor's
Employed
null
Suburban
Premium
null
6
749
8
2020-07-01 15:21:39.164044
null
Yes
Daily
House
1,052
1,192,271
26
Male
7,079
Married
4
Master's
Employed
26.865346
Urban
Basic
0
10
673
6
2023-03-26 15:21:39.237118
Good
No
Monthly
Condo
1,354
1,192,272
27
Male
71,432
Married
4
High School
Unemployed
25.919393
Rural
Basic
1
9
832
7
2024-01-10 15:21:39.086123
Good
No
Rarely
Condo
65
1,192,273
60
Female
7,916
Divorced
1
High School
Unemployed
22.056219
Suburban
Basic
0
16
783
4
2023-12-02 15:21:39.097737
Poor
Yes
Monthly
House
1,076
1,192,274
43
Male
25,862
Married
3
Bachelor's
Unemployed
30.071269
Urban
Premium
2
2
null
4
2021-03-16 15:21:39.222387
Average
Yes
Rarely
Condo
39
1,192,275
18
Female
13,300
Single
4
High School
Self-Employed
35.642594
Rural
Basic
1
7
708
1
2024-07-27 15:21:39.226954
Poor
Yes
Monthly
Apartment
1,089
1,192,276
27
Male
69,983
Married
2
Master's
Unemployed
11.489835
Rural
Basic
null
9
581
6
2019-11-05 15:21:39.126661
Poor
Yes
Monthly
Apartment
2,213
1,192,277
33
Male
24,706
Married
1
Master's
Self-Employed
null
Urban
Comprehensive
1
9
744
4
2020-03-14 15:21:39.134960
Good
Yes
Daily
Condo
642
1,192,278
32
Female
43,972
Married
3
Master's
Unemployed
8.123336
Rural
Basic
2
2
null
6
2023-05-03 15:21:39.122134
Average
Yes
Monthly
House
2,046
1,192,279
37
Female
51,812
Married
0
Master's
Unemployed
37.979896
Rural
Premium
null
17
482
4
2021-03-18 15:21:39.094752
Poor
Yes
Daily
Apartment
112
1,192,280
40
Male
46,465
Single
3
Bachelor's
null
8.764011
Urban
Comprehensive
null
17
407
1
2022-11-24 15:21:39.146733
Good
Yes
Monthly
House
954
1,192,281
24
Female
16,077
Married
1
Bachelor's
Employed
19.792253
Suburban
Basic
null
1
null
8
2022-10-23 15:21:39.218388
Good
Yes
Monthly
Apartment
906
1,192,282
62
Female
1,514
Divorced
2
Master's
Employed
22.121898
Rural
Basic
null
9
591
2
2024-04-05 15:21:39.185215
null
Yes
Daily
House
2,197
1,192,283
45
Male
21,782
Single
3
High School
Employed
44.79663
Urban
Basic
1
5
809
8
2023-06-21 15:21:39.134960
Poor
No
Weekly
House
2,592
1,192,284
null
Male
80,534
Married
3
Master's
Employed
20.662554
Suburban
Comprehensive
1
10
771
7
2019-12-11 15:21:39.182597
Good
No
Rarely
House
2,083
1,192,285
61
Female
35,330
Married
3
High School
Self-Employed
3.068127
Rural
Comprehensive
1
9
486
9
2021-04-24 15:21:39.104139
Good
Yes
Rarely
House
2,735
1,192,286
61
Female
25,239
Married
0
Bachelor's
null
10.773881
Urban
Premium
null
11
null
5
2019-11-28 15:21:39.166062
Average
No
Weekly
Condo
614
1,192,287
32
Female
51,370
Single
4
Master's
null
21.484087
Suburban
Premium
1
17
360
3
2020-04-01 15:21:39.204790
Poor
No
Rarely
House
790
1,192,288
22
Male
125,878
Divorced
4
High School
Unemployed
10.08229
Suburban
Basic
0
2
705
7
2022-04-28 15:21:39.258696
Good
Yes
Rarely
Apartment
4,517
1,192,289
55
Female
56,630
Divorced
0
Master's
Unemployed
14.121449
Rural
Premium
2
3
376
4
2023-01-06 15:21:39.196387
Average
No
Monthly
Condo
479
1,192,290
53
Male
46,321
Divorced
null
PhD
Self-Employed
null
Urban
Premium
1
3
467
7
2023-04-03 15:21:39.200452
Poor
Yes
Monthly
Condo
989
1,192,291
29
Female
45,348
Married
2
PhD
Self-Employed
4.651495
Suburban
Comprehensive
0
8
474
4
2024-06-06 15:21:39.146733
Poor
Yes
Daily
House
893
1,192,292
56
Male
15,387
Married
null
Bachelor's
null
17.310951
Urban
Comprehensive
2
9
403
5
2021-04-10 15:21:39.102694
Average
No
Weekly
House
516
1,192,293
null
Male
37,475
Married
4
PhD
Employed
27.835922
Rural
Basic
3
4
356
5
2020-10-08 15:21:39.271453
Poor
Yes
Weekly
House
527
1,192,294
27
Female
13,982
Married
null
Bachelor's
Self-Employed
null
Rural
Premium
0
7
615
1
2023-03-03 15:21:39.237118
Average
Yes
Daily
Apartment
886
1,192,295
43
Female
10,963
Single
1
Bachelor's
Employed
12.865462
Rural
Basic
0
4
775
1
2022-02-05 15:21:39.091080
Average
No
Rarely
Apartment
1,045
1,192,296
29
Female
32,748
Single
4
PhD
Self-Employed
15.127007
Rural
Comprehensive
null
13
396
1
2020-12-24 15:21:39.092127
null
No
Monthly
Apartment
1,810
1,192,297
43
Female
1,853
Married
4
PhD
Self-Employed
23.977213
Suburban
Basic
0
7
532
5
2019-11-25 15:21:39.155231
null
No
Rarely
Condo
1,116
1,192,298
43
Female
62,817
Divorced
2
High School
Unemployed
null
Suburban
Premium
null
5
365
2
2020-09-21 15:21:39.131192
Poor
Yes
Weekly
Apartment
815
1,192,299
38
Male
4,094
Divorced
null
Master's
Employed
14.050076
Rural
Comprehensive
0
4
406
4
2020-08-05 15:21:39.252145
Good
No
Monthly
House
1,791