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
17,300
53
Male
37,060
Single
2
Bachelor's
Unemployed
26.967005
Suburban
Comprehensive
0
6
null
4
2020-07-01 15:21:39.128286
Poor
No
Daily
Apartment
4,085
17,301
54
Female
15,284
Married
4
High School
Self-Employed
12.078168
Suburban
Basic
null
13
641
8
2023-10-27 15:21:39.149731
Good
Yes
Weekly
Condo
941
17,302
19
Female
46,953
Divorced
4
PhD
Self-Employed
13.376066
Urban
Basic
0
8
640
9
2020-12-02 15:21:39.144722
Poor
No
Rarely
House
329
17,303
45
Male
29,092
Married
3
Master's
Unemployed
25.926698
Rural
Comprehensive
1
14
null
5
2020-08-23 15:21:39.097737
Poor
Yes
Daily
House
774
17,304
32
Female
1,094
Married
null
Master's
Employed
26.34482
Rural
Premium
null
13
729
4
2023-07-10 15:21:39.105192
Average
Yes
Weekly
House
2,070
17,305
30
Female
6,906
Single
3
PhD
null
16.551858
Urban
Comprehensive
1
3
578
4
2020-11-20 15:21:39.126661
Poor
Yes
Daily
Condo
1,029
17,306
36
Male
1,066
Divorced
3
PhD
Self-Employed
26.576658
Rural
Premium
2
6
null
3
2022-11-28 15:21:39.209847
Good
Yes
Daily
Apartment
679
17,307
27
Female
4,826
Married
3
Bachelor's
null
18.4906
Urban
Comprehensive
1
6
513
9
2023-02-27 15:21:39.168099
Good
No
Weekly
House
24
17,308
26
Male
36,903
Single
4
Bachelor's
Employed
6.891775
Urban
Basic
0
19
573
4
2022-10-25 15:21:39.093681
Poor
Yes
Daily
House
631
17,309
19
Female
2,814
Single
3
PhD
null
null
Suburban
Premium
1
17
378
5
2021-03-15 15:21:39.180553
Good
Yes
Daily
Condo
863
17,310
57
Male
14,645
Divorced
1
Master's
Employed
47.456967
Urban
Comprehensive
1
10
820
7
2023-06-01 15:21:39.087123
Good
No
Weekly
House
606
17,311
38
Female
73,593
Single
1
Master's
Unemployed
20.717073
Rural
Premium
0
18
439
1
2020-08-24 15:21:39.094752
Average
Yes
Daily
Apartment
761
17,312
26
Male
38,199
Divorced
null
High School
Unemployed
24.120002
Suburban
Comprehensive
0
14
713
1
2023-10-23 15:21:39.206847
Average
No
Monthly
House
1,151
17,313
36
Female
24,603
Single
0
High School
null
21.3551
Rural
Premium
null
4
775
6
2022-01-12 15:21:39.124659
null
No
Rarely
House
622
17,314
null
Female
44,975
Single
0
PhD
null
13.282085
Suburban
Basic
2
18
null
6
2020-09-14 15:21:39.144722
Average
Yes
Daily
Apartment
381
17,315
36
Female
98,145
Married
0
Master's
Self-Employed
29.360041
Urban
Premium
2
16
338
6
2020-06-04 15:21:39.202448
Poor
No
Weekly
House
183
17,316
52
Male
14,951
Divorced
3
PhD
Employed
26.083849
Suburban
Premium
0
5
560
1
2023-09-28 15:21:39.102694
Good
No
Daily
House
2,224
17,317
50
Female
738
Divorced
4
Master's
Unemployed
null
Suburban
Comprehensive
null
13
753
6
2024-05-11 15:21:39.134960
Average
No
Daily
Condo
931
17,318
28
Male
25,573
Married
2
Bachelor's
Self-Employed
33.017821
Suburban
Premium
1
1
394
6
2020-11-25 15:21:39.177724
Average
No
Daily
Condo
541
17,319
18
Female
59,152
Single
4
Master's
Unemployed
36.235922
Urban
Comprehensive
1
11
320
9
2024-06-15 15:21:39.085129
Average
No
Weekly
House
1,084
17,320
23
Female
75,743
Married
null
PhD
Employed
null
Urban
Premium
1
3
706
1
2023-08-19 15:21:39.176717
Good
No
Monthly
Apartment
391
17,321
47
Male
20,495
Divorced
2
Master's
Self-Employed
6.81457
Suburban
Basic
null
5
701
2
2023-06-21 15:21:39.105504
Average
No
Daily
House
669
17,322
53
Male
4,020
Married
0
Bachelor's
null
23.238719
Rural
Comprehensive
0
4
511
2
2020-05-13 15:21:39.214388
Poor
No
Rarely
Apartment
563
17,323
33
Female
18,847
Single
4
High School
Employed
12.755828
Suburban
Basic
2
15
622
3
2024-07-05 15:21:39.155231
Average
Yes
Daily
Condo
203
17,324
18
Male
13,982
Single
0
PhD
Self-Employed
37.006619
Rural
Basic
1
9
692
6
2022-01-29 15:21:39.237118
Average
Yes
Monthly
Condo
1,372
17,325
null
Male
1,410
Married
4
Master's
Self-Employed
10.783665
Urban
Premium
2
7
533
1
2021-02-09 15:21:39.134960
Average
Yes
Daily
Condo
202
17,326
50
Female
8,831
Single
0
Bachelor's
null
27.544614
Urban
Basic
null
10
null
2
2021-12-12 15:21:39.149731
Average
No
Daily
Apartment
1,616
17,327
20
Female
54,720
Divorced
4
PhD
Unemployed
21.098657
Rural
Premium
null
3
592
9
2022-11-17 15:21:39.265513
Average
No
Rarely
House
340
17,328
38
Male
710
Single
0
PhD
Employed
null
Suburban
Premium
null
12
533
9
2022-02-23 15:21:39.209847
Poor
Yes
Daily
House
1,668
17,329
57
Female
2,586
Divorced
null
Bachelor's
Self-Employed
34.334817
Urban
Premium
null
1
521
4
2024-03-28 15:21:39.132191
null
Yes
Monthly
House
1,092
17,330
29
Male
24,401
Divorced
1
Master's
Unemployed
28.143577
Urban
Comprehensive
null
14
null
1
2020-05-15 15:21:39.179186
Poor
Yes
Weekly
Apartment
266
17,331
26
Female
17,894
Divorced
3
PhD
null
3.482784
Rural
Premium
null
4
528
6
2022-01-22 15:21:39.132191
Good
Yes
Daily
Condo
2,386
17,332
44
Female
94,986
Single
3
Bachelor's
Unemployed
39.938886
Urban
Basic
0
3
328
3
2023-11-27 15:21:39.266452
Poor
No
Rarely
Apartment
42
17,333
33
Male
68,556
Divorced
2
PhD
Unemployed
3.903704
Urban
Comprehensive
5
15
799
5
2024-07-24 15:21:39.237118
Poor
Yes
Weekly
House
2,019
17,334
24
Male
93,698
Single
3
High School
null
46.814208
Urban
Premium
0
5
353
6
2023-07-15 15:21:39.155231
Average
No
Daily
Apartment
1,390
17,335
null
Female
37,332
Single
2
Bachelor's
Employed
6.575059
Urban
Premium
4
10
734
4
2021-02-11 15:21:39.271453
Average
No
Weekly
Condo
2,437
17,336
25
Female
1,258
Single
3
Master's
Employed
null
Urban
Premium
0
9
616
7
2023-01-07 15:21:39.235012
Poor
No
Monthly
Condo
1,216
17,337
42
Male
24,229
Married
2
Bachelor's
null
35.93558
Suburban
Basic
1
5
709
5
2021-06-21 15:21:39.273973
Average
Yes
Rarely
Condo
943
17,338
46
Male
27,777
Divorced
3
Bachelor's
Unemployed
21.123336
Urban
Premium
0
8
772
9
2022-05-10 15:21:39.155231
Good
No
Weekly
Condo
1,543
17,339
31
Male
36,830
Divorced
4
PhD
Unemployed
9.624764
Suburban
Premium
null
9
null
8
2020-12-06 15:21:39.225916
Poor
Yes
Weekly
House
496
17,340
31
Male
1,450
Single
1
Master's
null
42.241664
Rural
Premium
null
5
566
4
2021-12-01 15:21:39.121169
Poor
No
Daily
Condo
2,760
17,341
21
Female
63,515
Single
null
Bachelor's
Unemployed
null
Urban
Comprehensive
3
4
547
8
2021-03-03 15:21:39.233998
Poor
No
Weekly
House
1,330
17,342
29
Male
23,449
Married
2
PhD
Unemployed
27.835271
Rural
Comprehensive
null
8
466
3
2024-03-08 15:21:39.134960
Average
No
Daily
Condo
1,654
17,343
23
Female
null
Single
3
Bachelor's
null
12.826777
Rural
Premium
3
15
722
6
2021-12-25 15:21:39.090124
Good
No
Rarely
Apartment
20
17,344
36
Female
5,910
Divorced
0
High School
Employed
16.055866
Urban
Basic
0
7
741
2
2022-05-21 15:21:39.237118
Good
No
Weekly
Apartment
1,399
17,345
46
Male
38,782
Single
3
Bachelor's
null
32.412846
Suburban
Comprehensive
1
17
516
7
2022-02-27 15:21:39.188220
Good
No
Daily
House
931
17,346
46
Female
20,373
Divorced
null
Bachelor's
Self-Employed
11.315789
Suburban
Basic
0
18
790
9
2023-01-01 15:21:39.155231
Good
Yes
Daily
Apartment
608
17,347
47
Male
20,883
Single
4
PhD
Self-Employed
22.391365
Urban
Premium
1
19
488
7
2020-04-16 15:21:39.112553
Average
No
Rarely
Apartment
1,269
17,348
54
Male
54,988
Married
1
High School
Self-Employed
35.595231
Urban
Comprehensive
0
15
503
6
2021-01-26 15:21:39.134960
Average
Yes
Monthly
House
211
17,349
34
Male
null
Divorced
0
High School
Unemployed
26.391334
Rural
Comprehensive
0
11
349
7
2022-12-08 15:21:39.271453
Good
Yes
Monthly
Condo
661
17,350
61
Male
16,051
Married
1
PhD
Self-Employed
19.82317
Urban
Premium
1
12
null
7
2021-11-21 15:21:39.258696
Average
Yes
Rarely
House
1,208
17,351
58
Male
146,876
Married
0
Bachelor's
Unemployed
21.183079
Suburban
Basic
3
12
533
6
2023-08-07 15:21:39.223390
null
Yes
Weekly
Apartment
1,772
17,352
37
Female
16,513
Divorced
4
Bachelor's
Self-Employed
12.817175
Suburban
Basic
null
18
711
1
2021-11-21 15:21:39.155231
Poor
Yes
Weekly
House
871
17,353
33
Male
129,960
Divorced
0
Bachelor's
Employed
33.887851
Urban
Comprehensive
1
15
725
2
2023-08-31 15:21:39.094752
Good
Yes
Daily
House
50
17,354
26
Male
1,510
Single
2
Master's
null
30.59095
Urban
Comprehensive
0
3
688
1
2020-08-01 15:21:39.272456
Average
Yes
Daily
House
23
17,355
60
Male
16,069
Married
2
Bachelor's
null
36.279747
Suburban
Premium
1
7
472
8
2021-12-30 15:21:39.271453
Poor
No
Rarely
House
925
17,356
56
Male
666
null
4
Master's
Self-Employed
46.743295
Urban
Comprehensive
0
6
532
5
2020-06-20 15:21:39.231531
Poor
Yes
Weekly
Apartment
3,426
17,357
37
Male
12,881
Single
3
Bachelor's
Unemployed
12.005422
Urban
Premium
1
9
704
8
2020-05-31 15:21:39.134960
Good
No
Weekly
Apartment
627
17,358
21
Male
93,862
Divorced
3
High School
Self-Employed
30.162309
Urban
Comprehensive
null
4
796
9
2020-05-04 15:21:39.133866
Good
No
Rarely
House
176
17,359
48
Female
30,984
Single
1
Master's
null
40.832141
Urban
Basic
2
0
612
7
2024-03-09 15:21:39.100695
Poor
Yes
Daily
House
453
17,360
45
Male
2,561
Divorced
0
PhD
Employed
44.48457
Urban
Premium
null
1
657
5
2022-12-01 15:21:39.121169
Poor
No
Daily
Condo
2,719
17,361
38
Male
32,383
Divorced
0
High School
Self-Employed
17.927767
Suburban
Premium
1
18
789
4
2021-04-09 15:21:39.172097
Poor
Yes
Weekly
Condo
581
17,362
55
Male
15,671
Divorced
0
PhD
Self-Employed
9.992558
Urban
Comprehensive
0
12
687
1
2023-10-21 15:21:39.217387
Average
Yes
Rarely
House
442
17,363
62
Male
62,931
Married
3
PhD
Employed
20.814122
Suburban
Basic
null
13
449
7
2023-11-01 15:21:39.125660
Poor
Yes
Weekly
Condo
551
17,364
40
Male
8,469
Single
1
Bachelor's
Unemployed
30.639897
Rural
Premium
1
2
null
3
2024-02-12 15:21:39.209847
Average
Yes
Rarely
House
119
17,365
48
Male
39,946
Single
3
Master's
Self-Employed
19.766384
Urban
Basic
1
11
761
2
2020-01-23 15:21:39.092127
Average
No
Daily
House
769
17,366
null
Female
44,903
Divorced
2
Bachelor's
Unemployed
34.571629
Urban
Comprehensive
1
0
638
7
2022-02-06 15:21:39.134960
Poor
Yes
Rarely
Condo
1,094
17,367
18
Female
30,224
Divorced
1
PhD
Unemployed
7.456959
Urban
Basic
1
18
692
8
2022-11-30 15:21:39.221386
Good
Yes
Daily
Apartment
837
17,368
32
Male
27,881
Married
2
PhD
null
15.845061
Suburban
Basic
0
18
588
9
2023-07-11 15:21:39.134960
Good
No
Monthly
Apartment
1,652
17,369
55
Female
15,151
Married
4
PhD
Employed
30.01672
Suburban
Premium
null
19
626
7
2024-01-04 15:21:39.224915
Poor
No
Daily
House
2,054
17,370
43
Female
121,445
Single
2
Bachelor's
Employed
20.64991
Suburban
Premium
1
4
463
5
2021-10-23 15:21:39.134960
Poor
No
Rarely
Condo
391
17,371
58
Male
41,887
Divorced
4
Bachelor's
Self-Employed
18.926341
Urban
Premium
1
7
572
5
2019-09-12 15:21:39.197445
Good
No
Daily
Apartment
663
17,372
50
Female
7,938
Married
0
PhD
null
20.079194
Urban
Comprehensive
0
0
584
3
2021-09-16 15:21:39.166062
Poor
Yes
Rarely
Condo
2,530
17,373
35
Female
66,898
Divorced
4
Bachelor's
Employed
44.926573
Rural
Comprehensive
0
5
446
4
2022-11-22 15:21:39.259788
Good
Yes
Rarely
Apartment
1,704
17,374
20
Female
26,593
Married
2
Master's
Employed
19.179715
Rural
Basic
null
19
454
7
2021-07-02 15:21:39.259788
Average
Yes
Monthly
House
1,020
17,375
41
Male
51,762
Married
0
High School
null
8.773295
Suburban
Premium
null
16
null
3
2022-02-16 15:21:39.252145
Average
No
Weekly
Condo
198
17,376
50
Male
28,199
Single
1
PhD
Unemployed
5.867497
Rural
Premium
0
6
653
7
2022-10-13 15:21:39.134960
Average
Yes
Daily
Apartment
1,044
17,377
51
Male
123,564
Divorced
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
1
466
1
2019-12-31 15:21:39.272456
Poor
Yes
Monthly
Condo
2,032
17,378
63
Male
10,382
Single
4
High School
Self-Employed
3.582444
Urban
Basic
0
7
333
7
2023-04-08 15:21:39.261856
Poor
Yes
Rarely
Apartment
708
17,379
19
Female
16,259
Single
2
Bachelor's
null
49.619263
Urban
Basic
3
4
null
3
2019-08-29 15:21:39.249100
Poor
Yes
Daily
Condo
448
17,380
57
Female
33,991
Divorced
3
High School
Employed
28.812592
Rural
Comprehensive
2
19
612
5
2020-03-09 15:21:39.134960
Poor
Yes
Monthly
Condo
1,622
17,381
63
Male
72,920
Married
2
Master's
Unemployed
12.773976
Rural
Comprehensive
4
1
509
6
2022-04-25 15:21:39.173661
Good
No
Weekly
House
774
17,382
37
Male
5,894
Married
2
Master's
null
16.644738
Rural
Comprehensive
1
5
554
8
2023-08-29 15:21:39.155231
Average
No
Daily
Condo
816
17,383
19
Female
6,564
Single
4
PhD
Self-Employed
14.948431
Urban
Premium
null
13
464
4
2020-05-06 15:21:39.253660
Average
Yes
Weekly
House
2,659
17,384
26
Female
51,628
Single
3
High School
Employed
null
Urban
Comprehensive
1
12
811
9
2021-09-16 15:21:39.180553
null
No
Weekly
Condo
477
17,385
45
Male
13,095
Single
4
Bachelor's
Self-Employed
7.27238
Urban
Comprehensive
null
6
475
9
2022-08-20 15:21:39.252145
Poor
No
Daily
Apartment
392
17,386
36
Female
612
Divorced
0
Master's
Employed
25.823984
Urban
Premium
0
7
588
9
2019-11-22 15:21:39.134960
Average
No
Rarely
Apartment
50
17,387
59
Male
29,190
Divorced
3
PhD
Employed
51.844929
Suburban
Basic
0
6
775
1
2020-11-03 15:21:39.232526
null
No
Monthly
House
1,489
17,388
31
Female
16,011
Divorced
2
High School
null
17.812178
Urban
Comprehensive
null
10
603
8
2022-05-28 15:21:39.088124
Poor
No
Monthly
Apartment
811
17,389
38
Female
null
Divorced
0
PhD
Self-Employed
44.491391
Urban
Comprehensive
1
4
391
4
2020-04-22 15:21:39.125660
Poor
Yes
Weekly
House
647
17,390
21
Male
2,239
Divorced
null
Bachelor's
Unemployed
null
Rural
Comprehensive
2
3
658
3
2021-01-28 15:21:39.134960
Good
Yes
Weekly
Condo
1,096
17,391
56
Female
9,220
Married
1
PhD
null
21.445817
Rural
Premium
0
11
513
4
2020-10-12 15:21:39.173834
Average
Yes
Weekly
Apartment
2,058
17,392
54
Male
3,717
Married
2
Bachelor's
Employed
6.684019
Suburban
Comprehensive
2
16
744
6
2023-06-10 15:21:39.111551
Good
Yes
Daily
House
944
17,393
42
Female
30,497
Single
3
Master's
null
35.919813
Suburban
Basic
0
5
433
6
2024-05-22 15:21:39.112553
Poor
Yes
Weekly
Condo
557
17,394
59
Male
2,315
Married
0
Bachelor's
Unemployed
null
Urban
Premium
1
13
576
6
2021-02-28 15:21:39.134960
Average
No
Daily
Condo
618
17,395
50
Female
20,805
Married
2
Master's
Unemployed
24.913676
Urban
Comprehensive
0
13
725
2
2020-04-30 15:21:39.129190
Average
No
Weekly
Apartment
2,661
17,396
19
Male
35,796
Married
2
Master's
Self-Employed
31.818955
Urban
Basic
1
16
517
4
2020-06-12 15:21:39.092127
Average
No
Weekly
House
671
17,397
48
Male
48,289
Single
3
High School
Self-Employed
23.819196
Suburban
Basic
null
15
616
1
2024-08-04 15:21:39.129190
null
Yes
Weekly
Condo
2,523
17,398
60
Female
21,289
Single
1
High School
Self-Employed
30.846135
Urban
Basic
0
10
517
2
2020-06-07 15:21:39.087123
Average
Yes
Weekly
Condo
150
17,399
43
Male
1,270
Single
3
PhD
Employed
6.81457
Rural
Comprehensive
2
4
null
3
2023-02-06 15:21:39.146733
Good
Yes
Monthly
House
2,096