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
1,167,300
38
Male
43,715
Married
null
High School
null
42.803509
Rural
Comprehensive
null
16
673
3
2021-06-05 15:21:39.089116
Poor
Yes
Daily
Condo
507
1,167,301
31
Male
61,432
Married
2
PhD
Self-Employed
40.673512
Rural
Basic
1
11
310
4
2020-06-12 15:21:39.105504
Good
Yes
Daily
House
675
1,167,302
null
Female
5,732
Married
4
PhD
null
16.670079
Urban
Basic
null
18
802
5
2020-05-31 15:21:39.123711
Poor
No
Daily
House
1,388
1,167,303
23
Female
20,287
Married
0
High School
Employed
20.924646
Urban
Comprehensive
1
7
null
1
2024-05-15 15:21:39.090124
Average
Yes
Weekly
Apartment
1,129
1,167,304
48
Female
93,882
Single
null
High School
Unemployed
21.868258
Suburban
Basic
null
4
699
3
2024-03-06 15:21:39.237118
Good
No
Rarely
Condo
428
1,167,305
39
Male
27,126
Single
1
Bachelor's
Unemployed
3.63917
Suburban
Basic
0
15
491
9
2022-06-25 15:21:39.281787
Good
No
Rarely
House
822
1,167,306
29
Male
10,961
Single
1
Bachelor's
Employed
12.914278
Urban
Basic
0
13
517
5
2020-10-13 15:21:39.087123
Poor
No
Rarely
Condo
518
1,167,307
19
Male
3,179
Married
3
Master's
Unemployed
20.827407
Urban
Comprehensive
1
11
null
1
2023-05-16 15:21:39.222387
Average
No
Monthly
Condo
2,287
1,167,308
49
Male
43,916
Divorced
0
High School
null
18.677871
Suburban
Premium
0
16
474
1
2022-02-27 15:21:39.093681
Good
Yes
Rarely
Condo
431
1,167,309
61
Female
138,863
Divorced
2
High School
Employed
40.987211
Urban
Comprehensive
null
7
397
9
2021-11-03 15:21:39.235012
Average
No
Monthly
Apartment
1,676
1,167,310
43
Female
5,914
Single
1
PhD
Self-Employed
8.472238
Suburban
Basic
0
3
509
7
2021-06-28 15:21:39.194829
Good
Yes
Rarely
House
1,426
1,167,311
38
Female
6,880
Single
1
PhD
Unemployed
19.178849
Urban
Premium
null
19
776
5
2021-05-25 15:21:39.087123
Good
Yes
Weekly
Condo
892
1,167,312
34
Male
34,554
Divorced
3
PhD
Self-Employed
8.520626
Rural
Comprehensive
null
17
713
5
2021-08-19 15:21:39.177724
Poor
Yes
Rarely
Apartment
1,613
1,167,313
45
Male
59,995
Married
3
Bachelor's
Self-Employed
33.569427
Rural
Comprehensive
0
18
563
9
2020-11-06 15:21:39.164044
Good
No
Monthly
Condo
3,798
1,167,314
44
Male
14,094
Divorced
4
High School
Unemployed
41.783825
Suburban
Basic
0
8
713
6
2024-02-01 15:21:39.272456
Average
No
Daily
House
893
1,167,315
52
Male
1,330
Married
2
Master's
Self-Employed
46.835861
Suburban
Basic
2
6
599
5
2020-08-23 15:21:39.237118
Poor
No
Monthly
Condo
212
1,167,316
18
Male
16,453
Single
4
Bachelor's
null
29.09863
Rural
Basic
2
17
null
9
2020-06-25 15:21:39.173834
Average
Yes
Monthly
House
27
1,167,317
55
Male
46,213
Divorced
1
Bachelor's
Unemployed
6.163592
Rural
Comprehensive
1
16
562
3
2020-12-19 15:21:39.237118
Average
Yes
Rarely
Apartment
523
1,167,318
39
Male
39,803
Divorced
3
Bachelor's
Unemployed
16.638954
Urban
Comprehensive
1
6
null
3
2020-10-13 15:21:39.111551
Average
No
Monthly
House
881
1,167,319
35
Male
6,097
Single
null
PhD
null
39.828195
Suburban
Comprehensive
0
18
786
5
2024-04-26 15:21:39.180553
Average
Yes
Weekly
Condo
813
1,167,320
61
Female
16,149
Single
2
High School
Employed
14.793336
Suburban
Premium
null
6
488
9
2020-04-15 15:21:39.155231
Good
Yes
Weekly
Condo
634
1,167,321
55
Male
10,159
Single
3
PhD
Self-Employed
38.017562
Suburban
Premium
null
16
788
4
2020-04-14 15:21:39.134960
Good
No
Rarely
Apartment
1,166
1,167,322
36
Male
32,442
Married
4
Bachelor's
Employed
18.958323
Suburban
Basic
null
11
null
3
2020-07-22 15:21:39.132191
Average
Yes
Rarely
House
369
1,167,323
35
Female
82,591
Married
1
Master's
Unemployed
20.946143
Rural
Premium
0
19
370
4
2023-08-22 15:21:39.225916
Good
Yes
Monthly
Condo
804
1,167,324
60
Male
12,233
Single
3
High School
null
42.992866
Suburban
Premium
1
6
530
8
2019-12-02 15:21:39.116179
Good
Yes
Rarely
Condo
1,336
1,167,325
58
Male
8,986
Married
1
High School
Self-Employed
16.638953
Urban
Premium
0
5
684
5
2022-03-18 15:21:39.236064
Good
Yes
Rarely
House
182
1,167,326
null
Female
77,938
Divorced
0
High School
Unemployed
17.44162
Suburban
Basic
0
15
498
3
2023-11-29 15:21:39.247098
null
No
Rarely
House
3,446
1,167,327
40
Female
36,239
Divorced
2
High School
Self-Employed
14.390836
Urban
Basic
3
2
null
3
2023-04-23 15:21:39.134960
Average
No
Daily
Apartment
1,344
1,167,328
44
Male
35,008
Single
2
Master's
null
10.451382
Rural
Premium
null
12
446
3
2021-07-24 15:21:39.155231
Average
Yes
Monthly
Apartment
836
1,167,329
22
Female
4,958
Single
4
Bachelor's
Employed
11.552226
Rural
Premium
1
11
458
2
2021-09-25 15:21:39.085129
Good
Yes
Rarely
House
716
1,167,330
62
Female
26,219
Divorced
2
High School
Self-Employed
25.819657
Suburban
Premium
0
11
657
3
2019-09-22 15:21:39.212862
Average
No
Weekly
Condo
1,155
1,167,331
61
Male
14,051
Single
2
High School
null
41.822883
Suburban
Basic
null
17
799
6
2022-03-17 15:21:39.188220
Average
Yes
Rarely
House
676
1,167,332
21
Female
123,133
Divorced
3
High School
Unemployed
23.31979
Urban
Comprehensive
null
4
509
1
2023-06-18 15:21:39.190215
Average
Yes
Weekly
Apartment
2,363
1,167,333
20
Male
null
Single
0
PhD
Unemployed
20.226045
Urban
Basic
null
5
394
8
2021-09-26 15:21:39.155231
Poor
Yes
Weekly
Condo
769
1,167,334
43
Male
16,097
Divorced
0
High School
Employed
36.065693
Suburban
Comprehensive
0
17
519
4
2020-10-02 15:21:39.122134
null
No
Weekly
Apartment
538
1,167,335
52
Female
48,889
Married
3
Master's
Employed
34.992366
Urban
Basic
0
12
null
4
2021-12-29 15:21:39.199447
Good
No
Daily
House
98
1,167,336
60
Male
12,963
Married
1
Master's
Self-Employed
14.847794
Suburban
Comprehensive
null
6
489
7
2020-05-14 15:21:39.091080
Poor
No
Daily
Condo
1,167
1,167,337
39
Female
126,963
Divorced
1
Master's
Self-Employed
null
Suburban
Premium
1
2
453
1
2020-06-27 15:21:39.155231
Good
Yes
Daily
House
668
1,167,338
41
Female
17,251
Single
1
Bachelor's
Unemployed
33.671234
Urban
Premium
0
1
420
1
2022-05-23 15:21:39.274993
null
Yes
Rarely
Condo
537
1,167,339
50
Male
34,446
Married
4
PhD
Unemployed
7.923891
Suburban
Premium
0
3
681
5
2022-06-05 15:21:39.236064
Poor
Yes
Monthly
Condo
954
1,167,340
18
Female
78,380
Divorced
4
PhD
null
14.682603
Suburban
Basic
2
10
334
5
2023-09-05 15:21:39.220389
Good
No
Rarely
Condo
1,203
1,167,341
48
Male
44,725
Divorced
2
Bachelor's
Unemployed
49.739514
Suburban
Comprehensive
1
15
null
7
2022-07-12 15:21:39.155231
Poor
No
Monthly
Condo
1,102
1,167,342
55
Female
38,421
Married
3
PhD
Unemployed
51.547114
Suburban
Premium
1
12
778
6
2024-08-15 15:21:39.134960
Average
No
Rarely
House
482
1,167,343
53
Female
11,569
Divorced
1
PhD
null
9.038843
Urban
Basic
0
13
497
3
2022-02-02 15:21:39.155231
Poor
No
Weekly
House
3,244
1,167,344
48
Female
126,645
Single
2
High School
Employed
3.095826
Suburban
Comprehensive
null
18
576
2
2019-11-18 15:21:39.084065
Poor
Yes
Weekly
House
2,376
1,167,345
44
Female
2,468
Married
1
PhD
Unemployed
17.812304
Rural
Comprehensive
1
17
314
6
2022-03-31 15:21:39.237118
Poor
No
Weekly
Condo
1,444
1,167,346
61
Male
15,663
Married
0
High School
Employed
28.69687
Rural
Basic
null
6
null
1
2023-06-14 15:21:39.280784
Average
Yes
Rarely
House
1,399
1,167,347
39
Male
62,851
Divorced
1
High School
Self-Employed
32.957172
Urban
Premium
0
16
437
9
2020-11-22 15:21:39.223901
Average
Yes
Daily
Apartment
1,036
1,167,348
32
Female
39,069
Single
4
High School
Employed
33.955428
Rural
Comprehensive
null
9
484
1
2021-08-07 15:21:39.122134
Poor
Yes
Daily
Condo
816
1,167,349
53
Male
93,331
Married
3
Bachelor's
Employed
12.173389
Rural
Basic
null
14
797
7
2019-08-17 15:21:39.237118
Good
No
Daily
Condo
2,811
1,167,350
47
Male
96,722
Single
1
High School
Unemployed
14.564174
Rural
Comprehensive
null
10
322
1
2021-12-01 15:21:39.134960
Average
No
Weekly
House
739
1,167,351
28
Female
497
Divorced
3
PhD
Unemployed
null
Suburban
Premium
1
18
737
6
2023-06-02 15:21:39.281787
Poor
Yes
Daily
House
1,318
1,167,352
42
Female
28,215
Divorced
null
High School
Employed
20.223032
Suburban
Premium
0
2
609
5
2024-06-11 15:21:39.190215
Poor
No
Daily
Apartment
1,270
1,167,353
null
Male
6,897
Married
1
PhD
Unemployed
25.239917
Urban
Basic
null
3
766
6
2022-11-26 15:21:39.237118
Poor
No
Daily
House
2,373
1,167,354
48
Female
3,354
Divorced
3
High School
Unemployed
38.121639
Urban
Comprehensive
2
7
543
9
2024-05-17 15:21:39.149731
Poor
No
Weekly
Apartment
1,002
1,167,355
18
Female
5,737
Divorced
0
Master's
Unemployed
31.882555
Urban
Premium
null
0
711
3
2023-04-03 15:21:39.202448
Poor
No
Daily
Condo
1,192
1,167,356
46
Female
1,510
Single
0
PhD
Employed
27.025437
Rural
Premium
null
13
472
9
2023-07-03 15:21:39.289099
Good
Yes
Rarely
House
1,036
1,167,357
19
Female
13,966
Single
1
Master's
Self-Employed
14.498919
Suburban
Premium
1
9
439
4
2024-07-31 15:21:39.093681
Poor
Yes
Daily
Apartment
255
1,167,358
36
Male
35,638
Single
2
Bachelor's
Self-Employed
43.654319
Urban
Premium
1
16
777
3
2023-11-20 15:21:39.175719
Good
Yes
Daily
House
206
1,167,359
58
Female
29,390
Married
4
PhD
Self-Employed
27.879239
Rural
Basic
1
9
690
8
2020-02-14 15:21:39.188220
Average
No
Daily
House
1,071
1,167,360
42
Male
52,804
Divorced
3
Master's
Unemployed
31.232375
Urban
Comprehensive
null
4
null
6
2020-09-01 15:21:39.134960
Average
No
Weekly
Apartment
52
1,167,361
56
Female
2,912
Single
null
Bachelor's
Unemployed
10.87865
Suburban
Comprehensive
1
9
454
1
2020-02-11 15:21:39.134960
Good
Yes
Monthly
Apartment
1,421
1,167,362
42
Male
17,730
Divorced
1
Bachelor's
Employed
45.244017
Rural
Premium
1
0
442
4
2022-08-30 15:21:39.134960
Average
No
Rarely
House
1,042
1,167,363
34
Female
5,874
Divorced
4
High School
Self-Employed
38.538958
Suburban
Basic
null
5
null
7
2023-04-17 15:21:39.097737
Average
No
Weekly
House
1,073
1,167,364
55
Female
55,195
Divorced
2
High School
Employed
23.624134
Suburban
Basic
null
9
416
5
2020-01-05 15:21:39.155231
Poor
No
Weekly
House
155
1,167,365
49
Female
39,902
Divorced
2
Master's
Self-Employed
22.696679
Urban
Premium
1
10
638
5
2020-08-10 15:21:39.186212
Good
Yes
Monthly
Condo
762
1,167,366
62
Male
29,076
Married
2
PhD
Unemployed
21.637706
Urban
Basic
1
14
571
1
2022-11-25 15:21:39.155231
Poor
No
Rarely
House
1,256
1,167,367
25
Male
26,777
Divorced
4
PhD
Self-Employed
43.351452
Suburban
Basic
0
3
629
7
2022-01-04 15:21:39.177724
Average
Yes
Daily
House
722
1,167,368
23
Male
26,861
Married
0
High School
Self-Employed
27.495577
Rural
Premium
null
16
752
3
2022-06-24 15:21:39.237118
Average
Yes
Weekly
Condo
28
1,167,369
18
Female
20,665
Married
1
Bachelor's
Employed
42.716839
Rural
Premium
2
1
668
9
2023-08-12 15:21:39.274993
Poor
Yes
Monthly
House
2,102
1,167,370
49
Male
10,800
Married
4
High School
Self-Employed
23.236936
Rural
Premium
0
17
558
2
2020-12-07 15:21:39.125660
Average
Yes
Weekly
Condo
571
1,167,371
40
Male
25,776
Married
2
High School
null
17.356049
Suburban
Basic
null
4
null
1
2019-09-21 15:21:39.247098
Poor
No
Monthly
House
2,563
1,167,372
34
Female
12,051
Single
1
High School
Self-Employed
10.938206
Suburban
Comprehensive
0
8
507
2
2024-02-13 15:21:39.126661
null
Yes
Rarely
Condo
659
1,167,373
58
Female
44,714
Divorced
4
High School
Unemployed
34.957261
Suburban
Premium
0
18
null
1
2019-09-22 15:21:39.134960
Good
No
Monthly
Condo
930
1,167,374
34
Female
7,859
Divorced
0
High School
Self-Employed
9.891263
Suburban
Basic
0
10
704
7
2022-09-30 15:21:39.261856
Poor
Yes
Rarely
Apartment
487
1,167,375
56
Female
43,769
Married
null
Bachelor's
Self-Employed
15.143388
Urban
Comprehensive
0
3
837
6
2020-06-25 15:21:39.237118
Good
Yes
Weekly
House
452
1,167,376
33
Female
9,853
Single
null
Bachelor's
Self-Employed
50.416329
Rural
Comprehensive
1
9
316
3
2020-12-23 15:21:39.167099
Average
Yes
Daily
Apartment
2,667
1,167,377
31
Male
10,167
Divorced
3
PhD
Employed
26.937331
Suburban
Comprehensive
1
13
616
9
2020-11-27 15:21:39.155231
Average
No
Daily
Apartment
2,825
1,167,378
53
Female
58,222
Single
null
Master's
null
44.242515
Urban
Premium
3
19
452
5
2021-10-04 15:21:39.080440
Poor
No
Daily
House
49
1,167,379
51
Female
81,859
Single
3
Bachelor's
null
9.951846
Rural
Comprehensive
null
6
388
4
2020-09-28 15:21:39.172097
Average
Yes
Weekly
Apartment
64
1,167,380
31
Male
17,086
Married
3
PhD
Unemployed
46.273816
Urban
Comprehensive
3
1
641
2
2022-09-14 15:21:39.093681
Poor
No
Weekly
Condo
823
1,167,381
23
Male
92,943
Married
0
High School
Unemployed
21.093848
Rural
Basic
2
19
589
4
2020-12-24 15:21:39.237118
Poor
No
Rarely
House
397
1,167,382
47
Male
26,446
Divorced
0
Bachelor's
Unemployed
16.082234
Rural
Premium
null
5
490
5
2021-06-17 15:21:39.257696
Poor
Yes
Monthly
Apartment
793
1,167,383
44
Male
44,745
Divorced
1
Bachelor's
null
9.488738
Urban
Basic
null
9
749
7
2021-03-11 15:21:39.247098
Good
No
Monthly
Apartment
687
1,167,384
36
Male
1,734
Single
4
Bachelor's
Unemployed
29.884148
Rural
Premium
0
19
397
1
2020-01-24 15:21:39.237118
Average
Yes
Rarely
Apartment
325
1,167,385
41
Male
39,454
Single
null
Bachelor's
Employed
18.590058
Urban
Premium
0
12
827
1
2023-10-24 15:21:39.145732
Poor
No
Weekly
Condo
1,306
1,167,386
55
Female
37,393
Divorced
1
Bachelor's
Self-Employed
45.296851
Rural
Comprehensive
2
18
673
8
2022-11-10 15:21:39.182597
Poor
Yes
Weekly
House
1,878
1,167,387
39
Female
29,942
Married
0
PhD
null
20.071368
Urban
Basic
1
14
null
6
2024-05-06 15:21:39.289099
Poor
No
Rarely
House
729
1,167,388
26
Female
39,120
Married
2
Bachelor's
Employed
26.846126
Urban
Basic
null
0
null
9
2020-04-13 15:21:39.167099
Average
No
Weekly
Apartment
2,790
1,167,389
59
Male
109,427
Single
null
Bachelor's
Unemployed
45.868506
Rural
Premium
1
2
456
5
2021-08-28 15:21:39.122134
Average
Yes
Rarely
Apartment
992
1,167,390
60
Female
22,671
Divorced
1
PhD
Unemployed
49.543754
Suburban
Comprehensive
0
11
335
8
2024-03-09 15:21:39.151732
Average
Yes
Monthly
House
1,149
1,167,391
29
Female
4,470
Married
2
High School
null
18.140517
Suburban
Basic
null
8
501
3
2023-04-03 15:21:39.237118
Average
No
Weekly
House
612
1,167,392
null
Male
1,412
Married
3
Master's
Self-Employed
23.91223
Rural
Basic
0
10
810
7
2021-08-16 15:21:39.281787
Average
No
Daily
Condo
1,990
1,167,393
34
Female
6,425
Divorced
0
High School
null
28.208079
Suburban
Basic
1
7
843
5
2022-02-05 15:21:39.228521
Average
Yes
Daily
Apartment
132
1,167,394
47
Male
87,534
Married
0
PhD
Self-Employed
24.928458
Rural
Comprehensive
0
18
368
1
2023-10-18 15:21:39.155231
Average
Yes
Weekly
House
570
1,167,395
60
Male
16,076
Single
3
Master's
null
null
Suburban
Premium
null
4
730
4
2022-05-26 15:21:39.254678
Poor
Yes
Daily
House
615
1,167,396
21
Male
null
null
1
High School
Unemployed
37.056023
Suburban
Premium
null
14
462
4
2022-10-25 15:21:39.134960
Poor
No
Rarely
House
582
1,167,397
41
Male
29,957
Divorced
2
Bachelor's
Employed
31.481936
Suburban
Basic
null
3
711
1
2023-06-23 15:21:39.147735
Good
Yes
Weekly
Condo
542
1,167,398
49
Female
7,296
Divorced
3
Master's
null
24.151401
Rural
Comprehensive
1
15
491
5
2021-03-04 15:21:39.270454
Poor
No
Weekly
Condo
386
1,167,399
18
Male
1,017
Married
1
Master's
Self-Employed
31.777881
Urban
Basic
1
3
673
2
2023-11-20 15:21:39.114118
Good
Yes
Rarely
Condo
1,873