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
5,200
38
Female
14,069
Married
1
PhD
Unemployed
32.838303
Suburban
Basic
null
14
534
9
2022-03-23 15:21:39.174719
Good
Yes
Weekly
Condo
553
5,201
49
Female
15,626
Married
2
Master's
Unemployed
28.816267
Suburban
Basic
1
0
null
1
2021-11-25 15:21:39.223901
Poor
Yes
Rarely
House
1,078
5,202
20
Male
16,084
Married
3
Bachelor's
Employed
null
Urban
Comprehensive
null
2
576
6
2023-11-09 15:21:39.237118
Average
Yes
Rarely
Apartment
461
5,203
44
Male
164
Divorced
4
Master's
Self-Employed
12.009531
Urban
Basic
1
10
null
8
2024-03-08 15:21:39.164044
null
No
Monthly
Condo
2,049
5,204
53
Male
94,986
Divorced
null
PhD
Self-Employed
27.39554
Urban
Comprehensive
5
14
457
2
2021-12-03 15:21:39.237118
Average
No
Daily
Apartment
776
5,205
62
Female
52,728
Single
0
PhD
Employed
25.987826
Rural
Comprehensive
2
2
452
4
2019-11-26 15:21:39.134960
Poor
Yes
Rarely
Condo
654
5,206
25
Female
5,839
Divorced
0
Bachelor's
Self-Employed
27.426975
Urban
Comprehensive
0
8
562
6
2020-08-22 15:21:39.134960
Average
No
Weekly
House
567
5,207
24
Female
6,972
Single
null
Master's
Self-Employed
50.592799
Urban
Basic
0
14
583
5
2022-04-26 15:21:39.285112
Poor
Yes
Daily
House
2,211
5,208
21
Male
1,003
Married
3
PhD
Employed
40.599964
Rural
Comprehensive
1
5
744
1
2020-02-15 15:21:39.288099
null
No
Weekly
House
2,132
5,209
51
Female
27,467
Married
0
Bachelor's
null
34.79283
Rural
Comprehensive
0
16
787
5
2020-05-23 15:21:39.196387
Good
Yes
Rarely
Apartment
981
5,210
58
Male
47,958
Married
4
Bachelor's
Self-Employed
24.05232
Urban
Comprehensive
0
19
392
9
2022-04-08 15:21:39.155231
Poor
Yes
Monthly
Apartment
634
5,211
54
Male
5,824
Single
2
PhD
Employed
42.85228
Urban
Basic
1
19
699
8
2021-09-29 15:21:39.168099
Good
Yes
Daily
Condo
528
5,212
28
Female
59,909
Single
4
High School
null
26.967334
Urban
Premium
1
10
699
2
2022-02-28 15:21:39.250151
Good
Yes
Rarely
House
252
5,213
21
Female
1,048
Single
0
PhD
Employed
null
Urban
Comprehensive
null
7
null
9
2022-03-03 15:21:39.186212
Poor
No
Monthly
Apartment
1,169
5,214
48
Male
20,553
Single
2
Master's
Self-Employed
35.593214
Rural
Comprehensive
2
6
719
3
2020-02-25 15:21:39.134960
Average
No
Weekly
Apartment
749
5,215
39
Female
39,091
Divorced
4
Master's
Unemployed
19.585022
Suburban
Comprehensive
2
12
692
1
2020-10-17 15:21:39.145732
Average
Yes
Monthly
Condo
1,626
5,216
null
Female
100,089
Married
2
Bachelor's
Employed
24.597636
Suburban
Premium
1
15
655
4
2019-09-05 15:21:39.270454
Good
No
Daily
Condo
2,148
5,217
37
Male
27,692
Single
4
Bachelor's
Unemployed
35.691199
Rural
Premium
1
0
651
8
2020-05-11 15:21:39.288099
Average
Yes
Daily
House
1,890
5,218
26
Male
4,895
Married
2
Master's
Employed
27.928268
Suburban
Premium
0
4
657
3
2019-12-31 15:21:39.081504
Good
Yes
Daily
House
481
5,219
48
Male
48,957
Married
4
High School
Unemployed
null
Suburban
Comprehensive
null
14
null
2
2022-01-21 15:21:39.168099
Good
Yes
Weekly
House
3,149
5,220
32
Male
11,980
Married
2
Master's
null
44.084996
Rural
Comprehensive
null
16
null
9
2021-11-29 15:21:39.102694
Good
Yes
Weekly
Condo
484
5,221
43
Female
9,097
Single
3
Master's
null
50.834811
Rural
Basic
0
7
318
5
2019-10-12 15:21:39.155231
Poor
No
Weekly
Condo
739
5,222
46
Male
56,224
Married
0
Bachelor's
Self-Employed
31.907734
Rural
Basic
2
9
437
3
2019-12-14 15:21:39.132191
Average
Yes
Rarely
Condo
453
5,223
27
Female
12,984
Single
2
High School
null
18.827321
Suburban
Basic
0
4
782
9
2022-07-18 15:21:39.251142
Average
No
Monthly
Apartment
1,353
5,224
27
Female
5,067
Single
3
PhD
Employed
40.854666
Rural
Premium
1
5
791
3
2020-10-24 15:21:39.216387
Average
Yes
Rarely
Apartment
1,476
5,225
40
Male
46,779
Married
1
Bachelor's
Employed
13.81924
Rural
Premium
0
15
684
5
2021-10-13 15:21:39.244069
Average
No
Daily
Condo
49
5,226
23
Male
3,468
Married
1
High School
Unemployed
27.929402
Suburban
Premium
2
16
797
5
2020-09-13 15:21:39.172097
Average
Yes
Rarely
Condo
561
5,227
56
Male
71,264
Married
2
PhD
Unemployed
51.944458
Rural
Premium
1
16
627
9
2022-05-04 15:21:39.095696
Poor
No
Rarely
Condo
748
5,228
58
Female
787
Divorced
4
Master's
Unemployed
4.094623
Rural
Basic
1
5
512
6
2020-04-27 15:21:39.237118
Poor
No
Daily
House
403
5,229
21
Female
43,987
Divorced
1
Bachelor's
Self-Employed
34.722101
Urban
Comprehensive
0
3
687
9
2020-04-08 15:21:39.261856
Good
No
Monthly
House
1,371
5,230
46
Female
7,650
Divorced
2
High School
null
24.734668
Rural
Premium
1
8
473
1
2023-10-09 15:21:39.186212
Average
Yes
Rarely
Condo
1,472
5,231
33
Female
20,362
Single
3
Bachelor's
Unemployed
13.886725
Urban
Basic
0
12
798
3
2023-05-10 15:21:39.111551
Good
Yes
Monthly
Apartment
373
5,232
54
Female
4,218
Divorced
2
High School
null
8.547017
Suburban
Comprehensive
4
1
454
5
2020-12-06 15:21:39.126661
Average
Yes
Weekly
Condo
300
5,233
20
Male
33,510
Divorced
0
PhD
Employed
21.988596
Urban
Premium
0
4
677
6
2024-03-30 15:21:39.179186
Average
No
Weekly
Condo
586
5,234
48
Female
25,011
Single
1
Master's
Employed
null
Rural
Premium
1
7
null
8
2023-04-13 15:21:39.102694
Poor
Yes
Rarely
Apartment
1,839
5,235
40
Male
3,527
Single
2
High School
null
null
Urban
Basic
1
3
727
9
2024-01-03 15:21:39.081504
Poor
No
Rarely
House
20
5,236
56
Female
44,193
Married
3
Bachelor's
Employed
null
Suburban
Comprehensive
0
19
477
3
2021-03-24 15:21:39.155231
Average
Yes
Daily
Condo
1,229
5,237
44
Female
95,737
Single
0
Bachelor's
Self-Employed
42.126597
Urban
Basic
0
2
426
8
2022-10-19 15:21:39.114118
Good
Yes
Weekly
Condo
22
5,238
23
Female
4,901
Married
4
PhD
Employed
24.154726
Urban
Premium
2
2
523
5
2022-01-15 15:21:39.228521
Poor
No
Rarely
House
2,557
5,239
33
Female
10,189
Married
3
High School
Self-Employed
32.292665
Suburban
Basic
1
18
550
5
2023-08-04 15:21:39.132191
Poor
No
Daily
House
539
5,240
39
Male
5,874
Divorced
3
PhD
null
28.536935
Suburban
Comprehensive
null
9
847
2
2022-07-26 15:21:39.172097
Average
Yes
Daily
Condo
2,742
5,241
64
Male
24,997
Single
1
Bachelor's
null
19.491418
Suburban
Basic
1
13
null
3
2021-02-20 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,131
5,242
49
Female
63,686
Married
3
Bachelor's
Employed
8.443752
Suburban
Basic
3
5
661
9
2022-03-09 15:21:39.258696
Good
Yes
Weekly
Condo
2,379
5,243
22
Male
21,493
Divorced
3
Master's
Self-Employed
38.876378
Urban
Comprehensive
1
6
324
6
2021-10-24 15:21:39.092127
Poor
No
Weekly
House
1,893
5,244
51
Female
34,126
Single
1
PhD
Unemployed
23.895475
Rural
Comprehensive
null
6
null
7
2021-05-22 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,479
5,245
58
Male
26,861
Divorced
2
Master's
Unemployed
31.080874
Rural
Premium
null
13
666
2
2024-06-24 15:21:39.189223
Average
Yes
Rarely
Condo
1,370
5,246
44
Male
26,167
Divorced
null
Master's
null
19.328314
Urban
Basic
2
9
821
8
2023-04-22 15:21:39.237118
Average
No
Daily
House
995
5,247
25
Female
10,351
Single
3
Master's
null
16.814103
Suburban
Basic
0
13
null
2
2022-02-01 15:21:39.196387
Average
No
Monthly
Condo
2,057
5,248
58
Male
2,814
Divorced
3
PhD
Unemployed
31.891859
Urban
Comprehensive
null
0
578
2
2024-02-29 15:21:39.184157
null
Yes
Rarely
House
1,035
5,249
26
Male
1,564
Divorced
2
Master's
Employed
11.857174
Suburban
Basic
0
12
472
7
2021-07-16 15:21:39.261856
Poor
No
Daily
House
2,553
5,250
55
Male
38,408
Married
1
Bachelor's
Employed
15.843228
Suburban
Premium
null
14
626
7
2020-04-08 15:21:39.148733
Good
No
Weekly
Apartment
255
5,251
47
Male
17,085
Married
1
Master's
null
21.547221
Rural
Premium
1
11
779
7
2023-12-06 15:21:39.254678
Average
Yes
Weekly
Apartment
651
5,252
63
Female
125,522
Single
1
PhD
null
21.58504
Rural
Premium
4
19
502
1
2024-07-08 15:21:39.237118
Poor
No
Monthly
Apartment
736
5,253
30
Female
77,859
Married
0
High School
Employed
21.97225
Suburban
Comprehensive
null
9
null
8
2019-12-06 15:21:39.120168
Poor
No
Daily
Condo
245
5,254
53
Male
133,073
Single
0
High School
null
23.812574
Urban
Comprehensive
null
5
459
1
2019-12-01 15:21:39.290098
Average
No
Monthly
Condo
1,522
5,255
47
Male
50,853
Married
0
High School
null
44.93497
Urban
Comprehensive
null
8
849
1
2023-02-22 15:21:39.245086
Good
Yes
Weekly
Condo
150
5,256
23
Female
56,596
Divorced
2
Master's
null
null
Suburban
Premium
0
0
588
5
2020-10-01 15:21:39.134960
null
Yes
Weekly
Condo
1,375
5,257
48
Female
58,598
null
1
Master's
Self-Employed
31.356498
Rural
Basic
null
9
498
7
2022-10-18 15:21:39.213373
Average
No
Rarely
House
186
5,258
56
Male
16,962
Married
4
High School
null
18.829688
Rural
Comprehensive
0
10
696
7
2024-07-08 15:21:39.134960
Poor
Yes
Weekly
House
609
5,259
28
Female
43,938
Married
0
High School
Unemployed
19.478437
Rural
Premium
null
4
728
4
2023-08-12 15:21:39.282785
Average
No
Rarely
Condo
101
5,260
54
Female
133,533
Divorced
null
PhD
Employed
34.691495
Urban
Comprehensive
2
10
null
8
2019-10-27 15:21:39.226954
Good
No
Weekly
House
2,100
5,261
55
Male
6,914
Single
null
PhD
Self-Employed
21.93689
Urban
Basic
3
1
null
7
2024-01-29 15:21:39.134960
Good
Yes
Monthly
Condo
2,442
5,262
50
Male
88,868
Single
2
High School
Unemployed
12.351081
Suburban
Premium
0
12
324
3
2022-07-21 15:21:39.259788
Average
Yes
Monthly
Condo
1,314
5,263
32
Female
23,452
Married
null
PhD
Employed
16.492936
Urban
Basic
0
15
495
2
2024-07-08 15:21:39.208842
Average
Yes
Daily
House
804
5,264
45
Female
17,054
Single
1
PhD
null
12.59073
Suburban
Basic
null
4
564
2
2023-03-02 15:21:39.208842
Poor
Yes
Weekly
Condo
2,266
5,265
43
Female
55,790
Single
3
Bachelor's
Employed
null
Urban
Premium
null
19
721
6
2020-05-29 15:21:39.237118
Poor
Yes
Weekly
Apartment
100
5,266
25
Female
11,510
Single
0
High School
null
46.127627
Suburban
Basic
null
14
361
5
2020-07-21 15:21:39.282785
Good
No
Rarely
Apartment
523
5,267
55
Female
67,844
Divorced
4
Master's
Self-Employed
43.438906
Rural
Basic
null
17
399
4
2020-04-29 15:21:39.155231
Average
No
Weekly
House
4,940
5,268
34
Female
2,336
Single
3
PhD
Unemployed
29.593748
Urban
Basic
1
12
417
1
2019-10-29 15:21:39.280784
null
Yes
Weekly
House
603
5,269
54
Female
49
Single
null
PhD
Self-Employed
27.293947
Urban
Premium
1
4
384
1
2020-02-23 15:21:39.095696
Good
No
Rarely
Condo
494
5,270
30
Male
4,814
Single
3
High School
null
12.122727
Suburban
Basic
0
3
586
4
2022-02-05 15:21:39.155231
Good
No
Rarely
Apartment
2,244
5,271
24
Male
27,149
Married
2
Master's
Employed
14.636655
Suburban
Basic
1
12
null
7
2023-12-03 15:21:39.154008
Good
Yes
Monthly
Condo
955
5,272
60
Male
null
Single
null
Master's
null
19.937262
Suburban
Comprehensive
null
1
391
3
2024-02-24 15:21:39.097737
Average
No
Daily
House
1,410
5,273
28
Male
14,881
Single
0
PhD
Unemployed
23.919483
Rural
Comprehensive
1
1
647
7
2022-03-26 15:21:39.273973
Average
Yes
Weekly
Apartment
661
5,274
34
Female
45,966
Married
3
Master's
Unemployed
16.912676
Rural
Comprehensive
null
14
690
9
2019-12-29 15:21:39.205850
Good
Yes
Daily
Condo
944
5,275
31
Male
29,573
Married
1
Bachelor's
Unemployed
32.340086
Suburban
Comprehensive
0
13
523
5
2022-08-23 15:21:39.166062
Average
No
Weekly
House
684
5,276
36
Female
1,668
Divorced
0
Master's
Unemployed
30.737924
Suburban
Basic
2
3
582
5
2024-04-05 15:21:39.264504
null
No
Rarely
House
83
5,277
38
Male
6,823
Married
2
Master's
Employed
33.827137
Suburban
Premium
1
19
678
6
2023-02-16 15:21:39.134960
Good
Yes
Weekly
House
1,643
5,278
31
Female
26,296
Single
2
PhD
Employed
9.734976
Urban
Basic
0
11
431
7
2024-05-12 15:21:39.134960
Good
No
Weekly
Condo
1,439
5,279
33
Male
64,339
Divorced
1
Bachelor's
Employed
37.912399
Rural
Basic
0
8
425
1
2022-01-05 15:21:39.206847
Poor
Yes
Weekly
Condo
58
5,280
41
Female
141,225
Divorced
2
PhD
null
14.890638
Rural
Basic
2
12
453
3
2020-05-13 15:21:39.164044
Good
Yes
Daily
Condo
2,172
5,281
24
Male
69,062
Married
null
Master's
Employed
42.349424
Suburban
Premium
0
14
462
6
2021-05-30 15:21:39.132191
Average
No
Rarely
Condo
2,199
5,282
64
Female
20,460
Divorced
0
PhD
null
23.290892
Rural
Basic
2
6
651
7
2020-04-22 15:21:39.194829
Poor
Yes
Weekly
Apartment
305
5,283
58
Male
5,957
Single
2
Master's
Unemployed
12.072958
Suburban
Comprehensive
1
10
null
8
2023-04-17 15:21:39.155231
Average
No
Rarely
Apartment
897
5,284
40
Male
37,984
Divorced
4
Bachelor's
Unemployed
15.08214
Urban
Basic
0
1
319
8
2021-10-13 15:21:39.187211
Average
Yes
Weekly
Condo
1,789
5,285
57
Female
13,679
Single
3
Bachelor's
Self-Employed
20.9422
Urban
Basic
null
9
769
7
2022-11-06 15:21:39.266452
Poor
Yes
Rarely
Apartment
1,257
5,286
43
Female
48,639
Single
4
Master's
Self-Employed
29.962738
Urban
Premium
3
6
508
2
2022-08-10 15:21:39.094752
Good
No
Rarely
Condo
355
5,287
20
Female
38,916
Single
1
Bachelor's
Unemployed
31.088876
Rural
Comprehensive
0
14
806
2
2021-04-14 15:21:39.134960
Good
Yes
Daily
Apartment
629
5,288
null
Female
6,846
Single
2
Bachelor's
Employed
22.417973
Urban
Premium
null
19
761
8
2023-07-21 15:21:39.134960
Good
Yes
Rarely
Condo
442
5,289
23
Female
51,638
Married
2
Bachelor's
Employed
18.03872
Rural
Basic
0
0
429
4
2023-04-21 15:21:39.098696
Good
No
Monthly
House
795
5,290
27
Female
21,253
Single
1
Bachelor's
Self-Employed
11.734648
Rural
Comprehensive
0
16
null
6
2022-04-05 15:21:39.091080
Poor
Yes
Daily
Condo
657
5,291
18
Male
17,073
Married
3
PhD
null
23.824269
Rural
Basic
0
19
556
7
2021-02-04 15:21:39.245086
Poor
No
Weekly
Apartment
1,678
5,292
18
Female
143,336
Married
3
PhD
Unemployed
30.805952
Rural
Basic
0
6
427
5
2020-01-18 15:21:39.084065
Average
No
Daily
Apartment
1,551
5,293
63
Female
96,659
Married
1
PhD
Employed
30.904175
Urban
Premium
0
13
439
6
2022-03-12 15:21:39.080440
Average
No
Rarely
Condo
963
5,294
32
Female
89,885
Married
3
High School
Self-Employed
30.813595
Urban
Premium
0
10
602
1
2022-08-02 15:21:39.201446
Poor
No
Weekly
House
102
5,295
38
Male
2,301
Single
2
High School
Unemployed
27.028837
Suburban
Comprehensive
null
14
672
8
2019-11-12 15:21:39.276901
Poor
Yes
Rarely
Apartment
2,064
5,296
22
Female
39,744
Single
4
Master's
null
46.738269
Urban
Comprehensive
0
2
643
9
2020-05-30 15:21:39.237118
Poor
Yes
Daily
Apartment
437
5,297
64
Female
108,392
Single
4
Bachelor's
Self-Employed
25.896672
Suburban
Comprehensive
0
13
433
4
2023-03-10 15:21:39.178918
Poor
Yes
Monthly
Apartment
33
5,298
38
Female
43,465
Married
0
Bachelor's
Unemployed
7.481771
Suburban
Basic
2
16
837
4
2020-06-23 15:21:39.259788
Good
No
Monthly
Condo
919
5,299
41
Female
24,569
Married
1
PhD
Employed
18.426941
Urban
Comprehensive
0
0
651
3
2021-08-19 15:21:39.111551
Good
Yes
Daily
Apartment
595