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
30,200
43
Female
27,114
Divorced
null
Master's
Employed
17.934356
Suburban
Basic
0
3
442
7
2022-10-25 15:21:39.276901
Average
No
Rarely
Apartment
1,712
30,201
54
Male
null
Single
4
Bachelor's
Unemployed
13.414364
Urban
Comprehensive
2
9
696
7
2020-06-28 15:21:39.244069
Average
Yes
Monthly
House
352
30,202
45
Female
55,674
Divorced
null
PhD
null
44.122213
Urban
Basic
0
12
563
6
2024-03-30 15:21:39.155231
null
Yes
Weekly
Apartment
414
30,203
63
Female
72,532
null
3
Master's
null
18.908263
Suburban
Basic
0
18
549
2
2024-04-08 15:21:39.237118
Poor
Yes
Rarely
House
2,134
30,204
37
Male
40,524
Single
0
High School
null
16.965368
Rural
Comprehensive
0
6
452
6
2023-11-30 15:21:39.252145
Good
No
Weekly
Apartment
225
30,205
23
Female
9,115
Married
4
Master's
null
47.723303
Suburban
Comprehensive
0
2
467
6
2023-04-10 15:21:39.094752
Average
Yes
Monthly
Apartment
2,031
30,206
36
Female
16,582
Divorced
3
High School
Employed
19.570167
Urban
Comprehensive
1
5
774
7
2021-06-25 15:21:39.148733
Average
No
Weekly
Apartment
2,037
30,207
40
Female
80,562
Married
1
Bachelor's
null
44.016912
Suburban
Comprehensive
2
8
371
2
2023-11-10 15:21:39.245086
Average
No
Monthly
Condo
951
30,208
42
Female
36,357
Married
3
High School
null
27.773904
Urban
Premium
1
6
835
2
2021-09-06 15:21:39.214388
null
Yes
Rarely
House
584
30,209
48
Male
42,462
Married
2
High School
Self-Employed
20.361079
Urban
Comprehensive
0
16
723
7
2024-04-16 15:21:39.173834
null
Yes
Rarely
Condo
1,731
30,210
45
Male
27,401
Married
3
High School
Self-Employed
19.36659
Suburban
Comprehensive
2
4
810
4
2020-09-21 15:21:39.093681
Average
Yes
Weekly
Apartment
587
30,211
36
Male
26,395
Single
3
Master's
Self-Employed
43.926666
Urban
Basic
0
2
null
9
2019-12-20 15:21:39.134960
Good
No
Rarely
Condo
2,626
30,212
20
Female
17,375
Married
0
Bachelor's
null
22.177821
Suburban
Basic
1
5
603
9
2020-06-11 15:21:39.208842
Poor
Yes
Weekly
Condo
1,298
30,213
48
Male
53,906
Single
1
PhD
null
53.515226
Urban
Basic
2
3
677
9
2021-03-14 15:21:39.191219
Good
No
Weekly
Condo
2,714
30,214
30
Female
1,301
Divorced
2
High School
Self-Employed
39.935264
Urban
Comprehensive
null
15
488
9
2022-09-21 15:21:39.244069
Average
Yes
Rarely
House
1,269
30,215
29
Female
null
Divorced
2
PhD
Employed
7.805813
Urban
Comprehensive
0
6
709
7
2022-04-29 15:21:39.125660
Average
Yes
Rarely
Apartment
381
30,216
49
Male
30,372
Married
2
High School
Employed
29.424812
Urban
Premium
1
17
554
5
2023-08-15 15:21:39.155231
Average
Yes
Monthly
Apartment
748
30,217
34
Female
18,451
Single
4
Bachelor's
Employed
35.955009
Urban
Basic
1
11
569
5
2023-05-11 15:21:39.172097
Good
No
Monthly
Condo
792
30,218
47
Female
10,961
Single
null
Bachelor's
Self-Employed
30.028719
Rural
Premium
0
1
447
4
2023-04-30 15:21:39.222387
Average
No
Weekly
Apartment
1,592
30,219
52
Female
34,226
Married
3
Bachelor's
Unemployed
36.649218
Suburban
Premium
0
8
828
3
2024-02-04 15:21:39.184157
Good
Yes
Rarely
Condo
2,413
30,220
39
Female
104,068
Married
4
Master's
null
45.764263
Urban
Premium
null
4
437
7
2021-09-18 15:21:39.122134
Poor
Yes
Monthly
House
492
30,221
53
Female
12,353
Married
1
Bachelor's
Unemployed
38.7115
Urban
Basic
2
3
763
8
2020-08-31 15:21:39.281787
Average
Yes
Rarely
Apartment
212
30,222
50
Female
11,970
Single
1
PhD
Employed
20.751119
Suburban
Comprehensive
null
15
827
5
2021-02-01 15:21:39.282785
Average
No
Daily
Condo
1,061
30,223
54
Female
81,537
Married
null
PhD
null
25.75475
Suburban
Comprehensive
0
15
496
7
2020-10-03 15:21:39.150730
Poor
Yes
Daily
Apartment
2,194
30,224
19
Male
3,817
Divorced
3
PhD
null
30.395929
Suburban
Comprehensive
1
1
714
2
2023-04-21 15:21:39.088124
Average
Yes
Weekly
Condo
2,788
30,225
21
Male
5,820
Single
4
High School
Employed
4.639312
Rural
Basic
null
17
null
1
2021-04-19 15:21:39.107553
Average
Yes
Rarely
Apartment
699
30,226
51
Male
14,053
Single
2
Bachelor's
Unemployed
43.173049
Suburban
Premium
1
13
793
8
2024-06-23 15:21:39.184157
Poor
Yes
Daily
Condo
803
30,227
49
Female
120,173
Single
1
PhD
null
30.015915
Rural
Comprehensive
2
9
null
7
2022-04-08 15:21:39.132191
Good
Yes
Rarely
House
313
30,228
29
Female
15,585
Divorced
2
Master's
null
null
Suburban
Comprehensive
1
10
832
2
2024-03-13 15:21:39.170099
Poor
Yes
Rarely
House
653
30,229
38
Male
5,327
Divorced
0
Master's
Employed
31.966967
Urban
Premium
null
5
404
5
2019-09-08 15:21:39.286113
Average
No
Daily
House
835
30,230
31
Male
138,098
Married
1
Bachelor's
null
null
Urban
Comprehensive
2
11
511
2
2019-11-06 15:21:39.086123
Poor
Yes
Monthly
Apartment
20
30,231
55
Male
35,725
Married
2
Master's
Unemployed
10.27312
Suburban
Premium
1
4
814
2
2022-05-04 15:21:39.248098
Poor
Yes
Weekly
Condo
577
30,232
23
Male
45,976
Married
2
PhD
null
9.527932
Rural
Premium
0
9
565
4
2024-06-01 15:21:39.146733
Good
No
Weekly
Condo
1,219
30,233
null
Male
17,001
Divorced
0
PhD
Unemployed
36.164864
Suburban
Premium
0
8
572
6
2024-04-12 15:21:39.256696
Poor
Yes
Monthly
House
125
30,234
60
Male
57,739
Divorced
0
High School
Self-Employed
28.81624
Rural
Comprehensive
0
2
344
8
2021-06-01 15:21:39.194829
Good
No
Monthly
House
2,160
30,235
29
Male
8,062
Married
1
PhD
Employed
37.077038
Urban
Basic
null
16
617
6
2023-07-18 15:21:39.123711
Poor
No
Weekly
House
727
30,236
23
Female
64,918
Single
4
PhD
Unemployed
22.459814
Suburban
Premium
null
16
442
5
2023-10-28 15:21:39.261856
null
No
Monthly
Condo
744
30,237
21
Female
92,955
Divorced
null
Master's
Self-Employed
36.592301
Urban
Basic
0
5
657
9
2024-01-18 15:21:39.252145
Good
No
Monthly
Apartment
148
30,238
27
Male
27,189
Married
null
High School
null
null
Suburban
Premium
0
14
572
8
2020-02-15 15:21:39.090124
Poor
Yes
Daily
House
3,264
30,239
27
Female
3,246
Divorced
4
PhD
Self-Employed
null
Rural
Basic
2
0
688
2
2022-04-17 15:21:39.258696
Poor
Yes
Weekly
Apartment
738
30,240
30
Female
16,757
Married
0
Bachelor's
null
6.924783
Urban
Basic
0
2
372
3
2020-03-18 15:21:39.082499
Poor
No
Daily
Condo
829
30,241
49
Female
6,072
Single
0
Master's
null
7.838789
Rural
Comprehensive
2
8
577
7
2019-08-31 15:21:39.149731
Poor
Yes
Rarely
Apartment
48
30,242
35
Female
35,484
Divorced
0
Master's
Employed
7.656683
Urban
Comprehensive
0
6
830
2
2021-05-27 15:21:39.226954
Poor
No
Daily
Condo
861
30,243
32
Female
107,978
Divorced
0
High School
Unemployed
44.152549
Rural
Comprehensive
1
18
805
4
2019-11-10 15:21:39.113566
Good
No
Rarely
Condo
2,694
30,244
37
Female
2,355
Married
null
PhD
Self-Employed
25.827745
Suburban
Premium
3
16
676
6
2022-05-24 15:21:39.176717
Good
No
Weekly
Condo
1,741
30,245
24
Male
35,153
Single
2
PhD
null
19.234927
Urban
Comprehensive
2
9
675
3
2020-01-01 15:21:39.155231
Good
No
Daily
House
727
30,246
54
Female
49,520
Divorced
2
PhD
Self-Employed
16.430899
Suburban
Comprehensive
1
18
576
9
2020-12-12 15:21:39.201446
Good
No
Daily
House
397
30,247
32
Female
1,344
Single
null
PhD
null
null
Urban
Basic
null
5
467
9
2020-08-22 15:21:39.096739
Average
No
Daily
House
919
30,248
46
Female
7,053
Divorced
0
Bachelor's
Self-Employed
17.904665
Suburban
Premium
0
10
835
3
2024-01-04 15:21:39.155231
Poor
Yes
Daily
Condo
671
30,249
null
Male
6,819
Single
1
Bachelor's
Self-Employed
4.891924
Suburban
Basic
1
16
527
9
2023-10-13 15:21:39.134960
null
No
Rarely
Apartment
1,118
30,250
18
Female
69,405
Divorced
2
PhD
Self-Employed
22.977351
Suburban
Premium
0
14
669
6
2024-08-15 15:21:39.179186
Good
No
Rarely
Condo
172
30,251
36
Male
22,591
Single
3
High School
Unemployed
30.539066
Urban
Premium
null
12
485
4
2022-11-25 15:21:39.134960
Good
Yes
Daily
Apartment
552
30,252
28
Male
28,584
Single
0
Master's
Employed
24.569263
Urban
Basic
0
13
673
1
2021-01-05 15:21:39.164044
Average
No
Monthly
Condo
1,126
30,253
26
Female
12,983
Divorced
0
Bachelor's
null
18.78565
Urban
Basic
null
19
477
7
2022-06-15 15:21:39.226954
Poor
Yes
Rarely
House
683
30,254
59
Female
34,307
Single
4
Master's
Self-Employed
22.936681
Rural
Premium
1
16
637
2
2020-11-11 15:21:39.237118
Average
Yes
Weekly
Apartment
464
30,255
23
Female
4,941
Single
0
High School
null
15.086742
Rural
Comprehensive
3
17
449
5
2022-12-10 15:21:39.155231
Average
Yes
Daily
Apartment
449
30,256
28
Male
5,730
Divorced
2
Master's
null
20.829052
Suburban
Comprehensive
2
9
778
7
2021-07-08 15:21:39.237118
null
Yes
Rarely
Apartment
40
30,257
52
Male
71,539
Divorced
4
Master's
Employed
28.776946
Urban
Premium
0
0
772
8
2022-10-13 15:21:39.155231
null
No
Daily
House
2,608
30,258
52
Female
148,060
Married
3
Bachelor's
null
38.235094
Rural
Basic
0
18
393
9
2020-11-25 15:21:39.177724
Poor
No
Rarely
Apartment
1,072
30,259
25
Male
38,752
Single
3
Master's
null
48.121245
Suburban
Comprehensive
0
2
430
3
2021-07-05 15:21:39.081504
Poor
No
Weekly
Apartment
692
30,260
29
Female
null
Divorced
0
High School
null
10.848615
Rural
Basic
0
13
627
1
2021-09-01 15:21:39.186212
Good
Yes
Daily
House
182
30,261
36
Female
27,674
Divorced
0
PhD
Employed
19.547884
Urban
Comprehensive
1
6
576
6
2022-11-22 15:21:39.095696
Poor
No
Rarely
Apartment
643
30,262
26
Female
10,892
Single
3
PhD
Unemployed
null
Rural
Comprehensive
0
2
467
1
2020-10-23 15:21:39.237118
null
Yes
Weekly
Apartment
1,042
30,263
35
Male
24,472
Married
0
Master's
Unemployed
35.074359
Rural
Premium
null
11
833
5
2020-02-04 15:21:39.172097
Poor
Yes
Monthly
Apartment
549
30,264
36
Female
1,177
Married
2
Bachelor's
Employed
18.972242
Rural
Comprehensive
0
16
633
6
2020-03-30 15:21:39.224915
Good
No
Rarely
House
2,918
30,265
50
Male
1,340
Divorced
2
High School
Employed
null
Urban
Basic
1
14
590
7
2020-06-01 15:21:39.186212
Good
No
Daily
House
618
30,266
42
Female
40,863
Single
2
PhD
Self-Employed
33.057572
Suburban
Premium
5
1
778
8
2023-11-16 15:21:39.237118
Good
Yes
Monthly
House
2,886
30,267
62
Female
20,243
Married
1
PhD
null
10.248425
Suburban
Comprehensive
null
13
469
7
2021-08-20 15:21:39.147735
Poor
Yes
Weekly
House
1,189
30,268
22
Male
42,312
Single
3
PhD
Self-Employed
12.907815
Suburban
Basic
0
15
651
8
2023-08-03 15:21:39.120168
Poor
Yes
Weekly
House
488
30,269
29
Female
73,957
Divorced
null
PhD
Self-Employed
28.681619
Suburban
Premium
null
4
413
7
2021-09-05 15:21:39.217387
Good
Yes
Weekly
Apartment
790
30,270
37
Female
2,718
Married
2
Master's
Unemployed
36.545043
Suburban
Premium
null
7
null
1
2020-09-14 15:21:39.170099
Poor
No
Weekly
Apartment
2,113
30,271
23
Male
16,058
Married
2
Bachelor's
Employed
44.508416
Suburban
Comprehensive
1
12
506
4
2021-03-27 15:21:39.289099
Average
No
Daily
Apartment
991
30,272
44
Female
35,778
Single
3
Master's
null
18.04132
Urban
Comprehensive
0
5
594
5
2022-07-21 15:21:39.100695
Average
No
Daily
Apartment
274
30,273
56
Male
1,310
Divorced
0
Master's
null
19.527083
Rural
Comprehensive
1
9
674
8
2021-08-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,905
30,274
34
Female
7,981
Married
null
Bachelor's
null
48.336567
Rural
Comprehensive
0
15
822
5
2023-12-12 15:21:39.134960
Average
Yes
Rarely
Condo
1,323
30,275
57
Male
10,335
Divorced
3
High School
Unemployed
11.699868
Rural
Premium
0
8
713
5
2021-11-12 15:21:39.129190
Poor
Yes
Rarely
Condo
1,156
30,276
61
Female
16,096
Married
1
Bachelor's
Unemployed
42.993686
Suburban
Basic
0
4
740
6
2020-09-21 15:21:39.233998
Good
Yes
Rarely
Condo
1,411
30,277
27
Female
28,947
Single
null
Bachelor's
Employed
10.908585
Rural
Basic
null
13
605
6
2022-10-31 15:21:39.196387
Poor
No
Daily
Apartment
1,859
30,278
56
Male
81,528
Single
2
Master's
Unemployed
47.981027
Rural
Comprehensive
1
0
466
2
2023-08-21 15:21:39.233485
Poor
Yes
Monthly
Apartment
26
30,279
41
Female
35,582
Divorced
1
PhD
Unemployed
10.053251
Suburban
Premium
0
15
603
9
2019-09-02 15:21:39.155231
Good
Yes
Weekly
Apartment
332
30,280
53
Male
11,174
Divorced
0
Master's
null
22.716287
Rural
Basic
1
8
457
4
2021-07-31 15:21:39.107553
Average
No
Monthly
Condo
2,698
30,281
43
Female
117,570
Single
4
Master's
null
33.493599
Rural
Comprehensive
2
10
691
9
2022-04-05 15:21:39.265513
Poor
Yes
Monthly
Condo
29
30,282
42
Female
30,368
Married
0
Master's
Self-Employed
47.593159
Suburban
Premium
1
4
492
6
2022-12-16 15:21:39.101733
Poor
No
Monthly
Apartment
1,057
30,283
50
Female
51,402
Married
0
PhD
Self-Employed
26.926742
Urban
Basic
0
5
643
2
2021-05-27 15:21:39.194829
Poor
No
Weekly
House
117
30,284
29
Male
16,078
Single
2
Bachelor's
Employed
null
Urban
Basic
1
11
null
6
2019-09-10 15:21:39.223390
Good
Yes
Rarely
House
472
30,285
49
Female
5,033
Single
2
High School
Unemployed
22.739706
Rural
Basic
1
17
398
8
2024-03-20 15:21:39.179186
Average
Yes
Rarely
Apartment
3,136
30,286
40
Male
46,862
Single
3
Bachelor's
null
12.076599
Suburban
Premium
1
8
335
9
2024-02-25 15:21:39.121169
Poor
No
Rarely
Condo
1,672
30,287
38
Male
15,865
Divorced
3
Bachelor's
null
20.96651
Urban
Premium
2
7
826
8
2024-01-25 15:21:39.183598
Good
No
Daily
House
815
30,288
40
Female
940
Single
0
Bachelor's
null
17.944442
Rural
Comprehensive
2
14
759
5
2022-05-22 15:21:39.134960
Good
Yes
Daily
House
803
30,289
21
Female
9,894
Divorced
2
Bachelor's
Employed
33.966904
Urban
Basic
1
7
716
4
2021-07-01 15:21:39.155231
Good
Yes
Daily
Condo
1,031
30,290
null
Male
6,991
Married
1
High School
null
29.90634
Rural
Comprehensive
null
3
656
6
2022-04-23 15:21:39.228521
Average
Yes
Monthly
House
1,086
30,291
45
Female
6,373
Married
1
Bachelor's
Self-Employed
12.039323
Rural
Basic
0
0
588
2
2022-04-23 15:21:39.096739
Poor
No
Rarely
Condo
1,584
30,292
30
Male
32,625
Single
4
Bachelor's
Self-Employed
16.16492
Urban
Premium
1
11
508
8
2019-11-15 15:21:39.176717
Average
Yes
Rarely
House
639
30,293
54
Male
111,073
Divorced
3
Master's
Self-Employed
32.938786
Suburban
Basic
3
1
372
7
2022-01-25 15:21:39.134960
Average
No
Rarely
Apartment
2,549
30,294
56
Female
54,593
Divorced
0
High School
null
51.955693
Rural
Comprehensive
1
16
457
1
2020-04-04 15:21:39.155231
Poor
Yes
Daily
Condo
1,676
30,295
null
Female
21,689
Single
2
Master's
Self-Employed
38.140415
Urban
Premium
0
7
null
7
2024-04-23 15:21:39.286113
Poor
No
Rarely
Apartment
1,770
30,296
63
Male
26,395
Married
3
Master's
null
35.948765
Urban
Comprehensive
1
19
573
3
2023-09-20 15:21:39.126661
Good
Yes
Monthly
Condo
1,359
30,297
32
Female
20,292
Divorced
4
PhD
Self-Employed
29.240123
Urban
Premium
null
9
449
1
2023-08-23 15:21:39.285112
Good
Yes
Rarely
House
1,217
30,298
25
Male
2,529
Divorced
2
PhD
Self-Employed
28.479219
Urban
Premium
0
0
500
7
2022-09-15 15:21:39.279729
Average
Yes
Daily
Apartment
801
30,299
32
Male
null
Divorced
4
High School
Self-Employed
10.72334
Suburban
Premium
2
5
438
2
2024-03-04 15:21:39.198406
Average
Yes
Weekly
Condo
1,052