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
1,190,200
52
Male
27,863
Married
2
High School
Employed
24.822153
Urban
Basic
2
9
382
7
2021-03-26 15:21:39.114118
Good
Yes
Weekly
Condo
1,107
1,190,201
19
Male
28,074
Single
2
Master's
Employed
19.778059
Urban
Premium
1
9
581
7
2023-02-28 15:21:39.155231
Average
No
Rarely
Apartment
1,622
1,190,202
18
Male
15,894
Single
0
PhD
null
38.857276
Rural
Comprehensive
0
12
636
8
2021-05-28 15:21:39.193945
Good
Yes
Rarely
Apartment
556
1,190,203
26
Female
24,861
Divorced
null
Master's
Self-Employed
17.123928
Urban
Premium
null
12
759
8
2021-03-12 15:21:39.278402
Poor
No
Daily
Apartment
464
1,190,204
51
Female
29,351
Divorced
2
High School
Self-Employed
18.812558
Rural
Premium
1
17
null
4
2020-06-10 15:21:39.168099
Average
Yes
Monthly
Apartment
1,180
1,190,205
42
Female
56,909
Divorced
4
High School
Employed
26.771843
Suburban
Premium
null
13
null
7
2020-12-22 15:21:39.181605
Good
Yes
Rarely
House
125
1,190,206
41
Female
43,129
Married
4
Master's
Unemployed
31.912079
Rural
Premium
null
8
783
3
2023-07-18 15:21:39.244069
Good
No
Daily
House
1,448
1,190,207
26
Male
18,087
Divorced
null
High School
Employed
15.95546
Rural
Basic
null
9
817
8
2021-11-04 15:21:39.134960
Average
Yes
Monthly
Condo
547
1,190,208
49
Male
3,490
Single
3
PhD
null
15.51397
Urban
Comprehensive
null
13
728
2
2021-02-06 15:21:39.144722
Average
No
Rarely
Condo
1,935
1,190,209
26
Male
20,495
Married
4
PhD
Unemployed
48.837891
Urban
Premium
1
1
613
6
2023-03-29 15:21:39.207847
Good
No
Rarely
House
563
1,190,210
55
Male
1,079
Divorced
2
Bachelor's
Employed
36.550103
Suburban
Basic
1
8
null
8
2023-12-04 15:21:39.118178
Poor
Yes
Weekly
House
4,261
1,190,211
46
Male
null
Single
1
Master's
null
42.835497
Urban
Comprehensive
2
4
751
7
2022-03-11 15:21:39.237118
Average
No
Weekly
House
300
1,190,212
43
Male
null
Single
3
Master's
null
25.511544
Urban
Basic
null
13
370
3
2024-05-06 15:21:39.290098
Poor
No
Daily
Condo
975
1,190,213
49
Male
24,996
Divorced
4
High School
Unemployed
11.84845
Urban
Comprehensive
null
3
null
5
2021-10-11 15:21:39.134960
Average
Yes
Weekly
Condo
484
1,190,214
59
Male
30,462
Divorced
null
Bachelor's
null
20.04964
Suburban
Basic
0
0
null
9
2024-06-03 15:21:39.218388
Good
Yes
Daily
Apartment
614
1,190,215
62
Female
1,853
Married
3
High School
Unemployed
36.072419
Suburban
Basic
2
2
429
6
2023-06-18 15:21:39.278402
Average
No
Weekly
Apartment
1,224
1,190,216
20
Male
25,983
Divorced
1
Master's
null
10.835263
Urban
Comprehensive
null
1
511
7
2020-12-30 15:21:39.208842
Average
Yes
Weekly
Apartment
3,468
1,190,217
21
Female
16,961
Single
4
Bachelor's
Self-Employed
37.599846
Urban
Basic
null
6
849
2
2022-03-12 15:21:39.155231
null
Yes
Weekly
Condo
870
1,190,218
null
Female
29,897
Single
null
PhD
Employed
6.726644
Urban
Comprehensive
0
6
null
4
2024-07-26 15:21:39.134960
Average
No
Monthly
Apartment
818
1,190,219
64
Female
46,213
Single
3
Bachelor's
Unemployed
9.744838
Suburban
Basic
0
14
null
5
2019-11-14 15:21:39.232526
Poor
No
Monthly
House
1,108
1,190,220
58
Male
53,782
Married
0
PhD
Employed
16.530767
Urban
Comprehensive
0
15
666
6
2022-03-17 15:21:39.149731
Poor
Yes
Weekly
Apartment
61
1,190,221
24
Female
5,297
Married
3
PhD
Employed
20.372912
Urban
Basic
1
19
714
4
2022-04-07 15:21:39.134960
Good
Yes
Rarely
House
688
1,190,222
26
Male
14,094
Married
1
Bachelor's
Employed
21.868008
Suburban
Basic
0
8
474
3
2019-11-17 15:21:39.155231
Good
Yes
Daily
House
439
1,190,223
45
Male
9,496
Married
null
High School
null
26.91695
Rural
Comprehensive
2
13
579
3
2021-01-13 15:21:39.218388
Poor
No
Rarely
House
316
1,190,224
45
Female
5,136
Single
4
PhD
null
6.012608
Suburban
Premium
1
7
null
2
2023-10-08 15:21:39.237118
Average
Yes
Monthly
House
162
1,190,225
64
Male
59,616
Divorced
3
Master's
Unemployed
51.616434
Suburban
Comprehensive
0
0
null
1
2019-11-04 15:21:39.290098
Average
Yes
Monthly
House
1,625
1,190,226
45
Male
1,878
Divorced
0
PhD
Unemployed
null
Urban
Basic
0
12
null
4
2023-07-09 15:21:39.176717
Poor
Yes
Weekly
Condo
565
1,190,227
26
Male
52,748
Divorced
2
PhD
null
36.152971
Rural
Comprehensive
2
14
591
6
2021-07-25 15:21:39.194829
Poor
No
Daily
Apartment
223
1,190,228
38
Male
7,155
Divorced
4
Bachelor's
Employed
8.424022
Urban
Comprehensive
1
13
772
3
2022-04-23 15:21:39.257696
Average
No
Rarely
Apartment
795
1,190,229
32
Female
3,822
Married
2
High School
Self-Employed
8.708093
Urban
Comprehensive
null
15
554
6
2023-11-18 15:21:39.117183
Average
Yes
Weekly
House
3,744
1,190,230
33
Male
142,260
Married
4
High School
null
17.938782
Suburban
Comprehensive
null
16
484
1
2023-01-05 15:21:39.082499
Good
Yes
Weekly
Apartment
48
1,190,231
62
Male
7,791
Divorced
0
PhD
Unemployed
43.410536
Suburban
Comprehensive
0
2
615
9
2020-03-24 15:21:39.288099
Average
Yes
Daily
Condo
639
1,190,232
59
Male
4,020
Divorced
3
Master's
null
8.639794
Urban
Basic
null
15
777
3
2023-04-05 15:21:39.213373
Average
Yes
Rarely
House
3,317
1,190,233
49
Male
7,073
Single
0
Master's
Self-Employed
32.85424
Urban
Basic
1
17
654
4
2024-02-10 15:21:39.155231
Good
Yes
Monthly
Apartment
1,242
1,190,234
51
Female
707
Divorced
3
Bachelor's
Self-Employed
45.641511
Suburban
Basic
1
9
505
7
2023-06-26 15:21:39.174719
Poor
No
Rarely
House
1,359
1,190,235
46
Female
10,483
Divorced
1
Master's
null
8.580517
Suburban
Comprehensive
null
1
604
3
2021-06-03 15:21:39.206847
Poor
Yes
Monthly
House
327
1,190,236
31
Male
16,641
Divorced
4
Bachelor's
Self-Employed
14.636655
Rural
Premium
null
12
629
9
2022-09-21 15:21:39.266452
Average
Yes
Monthly
House
2,566
1,190,237
64
Female
50,824
Divorced
3
PhD
Unemployed
44.116692
Rural
Premium
0
16
830
6
2020-04-03 15:21:39.187211
Average
No
Daily
Apartment
153
1,190,238
38
Female
5,964
Divorced
4
PhD
null
21.945873
Suburban
Basic
0
16
807
4
2021-05-03 15:21:39.228521
Poor
Yes
Monthly
Condo
1,073
1,190,239
18
Female
33,630
Divorced
2
Master's
null
16.079867
Urban
Premium
0
2
371
9
2023-12-28 15:21:39.155231
Poor
Yes
Weekly
Condo
37
1,190,240
56
Female
62,927
Divorced
3
Master's
Self-Employed
34.727827
Rural
Basic
null
7
808
3
2020-08-01 15:21:39.095696
Average
No
Daily
Condo
121
1,190,241
25
Male
20,243
Married
null
PhD
Self-Employed
36.817484
Rural
Premium
1
2
622
4
2020-11-13 15:21:39.270454
Good
Yes
Daily
Condo
467
1,190,242
61
Female
28,665
Single
1
Master's
Unemployed
7.654963
Urban
Comprehensive
null
11
833
6
2021-07-28 15:21:39.145732
Poor
No
Daily
Condo
813
1,190,243
39
Male
40,625
Divorced
2
Master's
Employed
null
Suburban
Basic
1
16
519
7
2024-07-15 15:21:39.206847
Poor
Yes
Daily
House
2,836
1,190,244
32
Female
1,005
Divorced
4
Master's
null
25.754155
Urban
Premium
null
0
406
4
2022-04-01 15:21:39.105504
Poor
Yes
Daily
House
1,241
1,190,245
58
Male
1,707
Single
2
PhD
Self-Employed
25.829636
Urban
Basic
2
6
null
2
2022-12-15 15:21:39.149731
null
Yes
Weekly
House
562
1,190,246
53
Male
858
Divorced
0
High School
Employed
6.476049
Urban
Comprehensive
3
9
661
9
2022-11-23 15:21:39.213373
Good
No
Monthly
Apartment
1,523
1,190,247
62
Female
2,586
Divorced
3
Bachelor's
Unemployed
24.571947
Urban
Comprehensive
2
9
731
3
2020-09-28 15:21:39.166062
Good
No
Weekly
Apartment
798
1,190,248
55
Male
29,761
Single
0
High School
Self-Employed
22.17124
Rural
Basic
0
4
622
8
2022-07-12 15:21:39.283783
Poor
Yes
Rarely
Condo
482
1,190,249
31
Female
37,349
Divorced
2
PhD
Unemployed
29.452958
Urban
Comprehensive
null
7
691
1
2021-04-30 15:21:39.205850
Poor
No
Weekly
Apartment
1,669
1,190,250
29
Male
115,513
Single
2
Master's
Unemployed
28.126721
Suburban
Basic
0
10
515
3
2022-07-24 15:21:39.233485
Average
No
Daily
Apartment
4,402
1,190,251
22
Male
70,561
Single
0
Bachelor's
Self-Employed
20.492718
Suburban
Premium
2
12
554
4
2020-11-08 15:21:39.168099
null
Yes
Weekly
Apartment
742
1,190,252
27
Male
9,087
Divorced
0
Bachelor's
null
29.914013
Rural
Comprehensive
null
12
751
4
2020-09-16 15:21:39.176717
Poor
No
Monthly
House
889
1,190,253
63
Female
29,006
Married
0
Master's
Self-Employed
37.319827
Rural
Premium
0
14
721
9
2023-11-08 15:21:39.267454
null
No
Monthly
Condo
1,017
1,190,254
64
Male
2,396
Single
2
Master's
null
11.814545
Rural
Comprehensive
0
8
567
8
2020-01-07 15:21:39.237118
Average
Yes
Monthly
House
2,271
1,190,255
52
Male
61,473
Divorced
3
PhD
null
26.767821
Rural
Premium
0
14
327
5
2024-03-23 15:21:39.226954
Poor
No
Monthly
Apartment
2,119
1,190,256
23
Female
2,906
Divorced
1
PhD
Self-Employed
39.632103
Rural
Comprehensive
1
18
534
4
2022-09-05 15:21:39.273973
Average
No
Rarely
Condo
115
1,190,257
31
Male
95,920
Married
3
PhD
Employed
45.936341
Suburban
Premium
null
5
null
8
2024-05-15 15:21:39.186212
Good
No
Weekly
Condo
119
1,190,258
56
Female
958
Married
3
PhD
Employed
15.261865
Urban
Premium
1
16
398
2
2023-09-24 15:21:39.172097
Poor
Yes
Daily
Condo
1,085
1,190,259
27
Female
18,340
Single
1
Bachelor's
Employed
25.979589
Rural
Comprehensive
2
4
593
4
2020-06-15 15:21:39.211806
Good
No
Daily
Apartment
1,854
1,190,260
24
Female
33,882
Single
1
Master's
Self-Employed
26.754009
Urban
Comprehensive
1
3
null
2
2022-08-13 15:21:39.237118
Poor
Yes
Monthly
Apartment
53
1,190,261
64
Male
1,589
Divorced
3
PhD
Employed
12.914278
Suburban
Comprehensive
null
12
782
3
2021-02-27 15:21:39.155231
Poor
No
Daily
House
2,657
1,190,262
27
Male
9,224
Single
4
Bachelor's
Unemployed
14.754014
Urban
Premium
1
7
799
6
2023-12-10 15:21:39.155231
null
Yes
Rarely
Apartment
971
1,190,263
32
Female
12,720
Divorced
4
Bachelor's
Self-Employed
24.847286
Urban
Premium
null
13
434
4
2022-08-28 15:21:39.289099
Average
Yes
Monthly
Condo
508
1,190,264
45
Male
3,489
Divorced
3
PhD
Self-Employed
26.959366
Rural
Comprehensive
0
16
538
3
2023-02-16 15:21:39.133866
Poor
Yes
Weekly
Apartment
2,256
1,190,265
21
Male
45,476
Divorced
2
High School
Unemployed
29.944607
Rural
Premium
0
9
731
5
2021-02-15 15:21:39.185215
Average
Yes
Monthly
Apartment
3,007
1,190,266
43
Male
1,879
Divorced
null
PhD
null
15.056749
Rural
Premium
2
19
838
5
2023-10-07 15:21:39.182597
Average
No
Daily
House
631
1,190,267
36
Male
38,216
Married
2
Master's
Employed
34.592302
Rural
Comprehensive
2
13
null
3
2024-03-04 15:21:39.105504
Poor
Yes
Rarely
Condo
1,598
1,190,268
54
Female
20,344
Married
0
Master's
Self-Employed
24.483382
Rural
Basic
null
5
623
9
2023-10-20 15:21:39.098696
Poor
Yes
Rarely
House
665
1,190,269
30
Female
8,831
Divorced
null
Bachelor's
Unemployed
13.484934
Rural
Basic
null
19
385
8
2023-03-10 15:21:39.194829
Poor
Yes
Weekly
Condo
1,942
1,190,270
62
Female
1,359
Divorced
1
Master's
Unemployed
25.49264
Rural
Premium
null
14
349
4
2024-05-21 15:21:39.226954
null
No
Rarely
House
382
1,190,271
52
Male
null
Divorced
2
Bachelor's
null
14.591543
Urban
Comprehensive
null
6
552
7
2024-03-02 15:21:39.176717
Poor
Yes
Monthly
House
145
1,190,272
20
Male
20,267
Married
4
High School
Unemployed
19.353519
Rural
Premium
null
13
470
6
2021-10-28 15:21:39.251142
Good
Yes
Weekly
House
1,242
1,190,273
42
Male
71,383
Single
1
Bachelor's
Self-Employed
12.63786
Urban
Comprehensive
null
16
457
2
2024-05-15 15:21:39.124659
Average
No
Monthly
Condo
910
1,190,274
52
Female
26,596
Single
3
Master's
null
12.057675
Urban
Basic
0
15
511
1
2022-04-23 15:21:39.249100
Good
Yes
Monthly
House
1,142
1,190,275
40
Female
5,714
Married
1
High School
Unemployed
10.381637
Rural
Basic
null
0
515
9
2021-02-25 15:21:39.093681
Poor
No
Rarely
Condo
686
1,190,276
46
Female
97,915
Single
0
Master's
Unemployed
43.049447
Suburban
Basic
null
12
383
8
2021-06-24 15:21:39.097737
Average
No
Rarely
Condo
1,809
1,190,277
26
Male
33,326
Married
1
High School
null
17.86935
Suburban
Premium
null
14
837
4
2023-06-10 15:21:39.285112
Poor
No
Daily
Apartment
981
1,190,278
26
Male
1,317
Single
1
High School
Unemployed
6.693998
Rural
Premium
0
10
null
3
2020-10-25 15:21:39.104139
Poor
Yes
Monthly
House
246
1,190,279
29
Female
18,690
Single
4
High School
null
32.411738
Suburban
Premium
0
12
417
5
2023-08-11 15:21:39.117183
Average
Yes
Monthly
Apartment
1,094
1,190,280
56
Female
216
Married
null
High School
Unemployed
30.286926
Suburban
Premium
1
10
585
8
2022-03-28 15:21:39.274993
Good
Yes
Daily
Apartment
1,046
1,190,281
61
Female
17,962
Married
0
PhD
Employed
22.640109
Rural
Comprehensive
null
8
599
8
2023-12-31 15:21:39.090124
Average
Yes
Rarely
Condo
537
1,190,282
50
Female
14,078
Single
1
High School
null
17.566222
Rural
Basic
1
14
822
8
2021-10-11 15:21:39.237118
Average
Yes
Monthly
Apartment
876
1,190,283
35
Male
9,051
Married
4
PhD
null
10.788435
Urban
Premium
2
18
595
2
2020-05-25 15:21:39.264504
Poor
Yes
Rarely
Apartment
815
1,190,284
27
Female
97,592
Divorced
2
Master's
Employed
null
Suburban
Basic
null
1
378
2
2021-09-13 15:21:39.192212
Poor
Yes
Monthly
Condo
887
1,190,285
20
Female
57,580
Single
2
Master's
Unemployed
28.292712
Urban
Premium
null
10
428
6
2023-09-10 15:21:39.166062
Average
Yes
Monthly
Apartment
2,359
1,190,286
59
Female
17,227
Single
3
PhD
Unemployed
9.472078
Suburban
Comprehensive
null
13
538
7
2020-01-07 15:21:39.183598
Poor
No
Rarely
Condo
535
1,190,287
52
Female
42,296
Divorced
3
Bachelor's
Unemployed
17.294064
Urban
Comprehensive
0
19
774
2
2023-07-21 15:21:39.233998
Average
No
Rarely
House
2,251
1,190,288
29
Male
7,983
Married
3
Bachelor's
Unemployed
38.620123
Suburban
Premium
0
15
673
1
2023-06-08 15:21:39.134960
Poor
No
Daily
Apartment
1,197
1,190,289
54
Female
null
Married
3
Bachelor's
Employed
17.390734
Suburban
Premium
null
12
791
9
2020-08-16 15:21:39.198406
Good
Yes
Rarely
Condo
112
1,190,290
28
Male
138,826
Divorced
1
High School
null
30.420098
Suburban
Premium
0
13
449
6
2019-09-24 15:21:39.132191
Average
No
Daily
House
452
1,190,291
52
Male
10,059
Married
4
High School
Self-Employed
8.785014
Urban
Comprehensive
0
1
834
1
2021-06-05 15:21:39.088124
Average
Yes
Daily
Condo
189
1,190,292
20
Female
11,575
Divorced
3
PhD
Unemployed
26.452501
Urban
Comprehensive
1
12
513
2
2022-02-08 15:21:39.259788
Poor
Yes
Monthly
House
1,117
1,190,293
54
Female
18,096
Divorced
1
Master's
Unemployed
45.823567
Suburban
Basic
1
10
709
9
2021-02-25 15:21:39.155231
null
Yes
Daily
House
29
1,190,294
46
Male
16,641
Married
3
Master's
Unemployed
17.329701
Suburban
Basic
2
6
515
4
2022-02-02 15:21:39.270454
Average
No
Monthly
House
2,237
1,190,295
59
Female
71,366
Married
4
Master's
null
30.976268
Suburban
Comprehensive
null
12
null
4
2019-12-05 15:21:39.259788
Good
Yes
Monthly
House
2,021
1,190,296
59
Female
null
Divorced
3
Bachelor's
null
40.79751
Suburban
Basic
0
15
572
3
2024-03-28 15:21:39.172097
Poor
No
Daily
House
80
1,190,297
27
Male
75,032
Divorced
4
Bachelor's
Self-Employed
15.782521
Urban
Basic
0
11
326
2
2023-12-07 15:21:39.236064
Average
No
Rarely
House
288
1,190,298
47
Male
18,093
Divorced
0
PhD
null
10.705921
Urban
Comprehensive
null
16
null
7
2019-12-18 15:21:39.283783
Average
Yes
Daily
House
1,337
1,190,299
34
Male
13,144
Married
4
Bachelor's
Self-Employed
7.757059
Rural
Comprehensive
null
13
617
1
2022-11-15 15:21:39.209847
Average
No
Rarely
Apartment
2,072