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
1,174,300
26
Male
131,778
Married
2
Bachelor's
Employed
27.013516
Suburban
Premium
1
17
558
5
2023-02-19 15:21:39.245086
Average
Yes
Weekly
House
130
1,174,301
null
Female
44,129
Divorced
4
Bachelor's
Employed
34.278727
Suburban
Basic
1
3
723
2
2023-06-25 15:21:39.155231
Poor
Yes
Weekly
Condo
783
1,174,302
36
Male
18,883
Single
1
PhD
Self-Employed
48.126568
Suburban
Basic
null
2
794
7
2023-08-07 15:21:39.174719
Average
No
Weekly
Condo
1,231
1,174,303
25
Female
28,897
Married
3
PhD
Unemployed
25.654589
Suburban
Premium
0
11
743
5
2024-08-07 15:21:39.084065
Good
No
Monthly
House
2,519
1,174,304
29
Female
2,480
Divorced
3
PhD
Self-Employed
47.366713
Suburban
Basic
0
0
507
8
2020-06-06 15:21:39.194829
Poor
No
Weekly
Condo
1,112
1,174,305
25
Female
16,696
Married
4
PhD
null
27.151539
Suburban
Comprehensive
1
9
664
4
2021-05-06 15:21:39.115178
Poor
Yes
Daily
Condo
906
1,174,306
19
Male
2,420
Married
3
High School
Unemployed
10.093564
Urban
Comprehensive
null
4
479
9
2021-03-04 15:21:39.094752
Good
Yes
Monthly
Apartment
1,171
1,174,307
59
Female
61,444
Single
0
Bachelor's
Self-Employed
16.206435
Suburban
Premium
null
0
468
2
2022-08-24 15:21:39.092127
Poor
Yes
Rarely
Apartment
2,313
1,174,308
32
Male
16,071
Married
3
Bachelor's
null
33.602819
Suburban
Basic
1
0
613
2
2019-08-27 15:21:39.134960
Average
No
Daily
House
944
1,174,309
52
Male
2,894
Single
4
High School
Self-Employed
5.64388
Urban
Comprehensive
null
12
661
6
2023-01-25 15:21:39.146733
Good
No
Daily
Apartment
2,433
1,174,310
22
Male
27,116
Divorced
4
High School
null
32.926649
Rural
Comprehensive
null
1
462
6
2021-07-03 15:21:39.187211
Good
Yes
Rarely
House
539
1,174,311
24
Male
2,571
Single
0
High School
null
22.333966
Rural
Comprehensive
2
19
823
7
2022-05-16 15:21:39.173834
Good
No
Monthly
Condo
743
1,174,312
61
Male
59,970
Divorced
4
Bachelor's
null
47.368085
Urban
Basic
1
14
743
1
2022-10-18 15:21:39.191219
Average
No
Monthly
Apartment
393
1,174,313
45
Male
24,962
Divorced
4
High School
null
14.382536
Rural
Basic
4
7
657
4
2024-05-06 15:21:39.226954
Average
Yes
Monthly
House
673
1,174,314
33
Male
137,481
Single
3
Master's
Self-Employed
38.849714
Urban
Basic
0
2
547
6
2022-10-16 15:21:39.207847
Poor
Yes
Rarely
Condo
169
1,174,315
58
Male
3,739
Divorced
1
Bachelor's
Self-Employed
46.936125
Suburban
Premium
0
14
839
8
2023-10-10 15:21:39.282785
null
Yes
Daily
House
2,369
1,174,316
null
Male
2,220
Single
0
Bachelor's
Employed
19.93637
Urban
Basic
1
0
363
9
2021-11-26 15:21:39.285112
Poor
Yes
Rarely
House
171
1,174,317
18
Female
16,076
Divorced
0
High School
Employed
8.823403
Rural
Comprehensive
null
10
728
6
2021-02-24 15:21:39.155231
Good
No
Daily
Apartment
817
1,174,318
50
Female
132,687
Single
0
PhD
Employed
4.590056
Urban
Basic
2
13
433
3
2023-11-21 15:21:39.155231
Poor
No
Monthly
Condo
1,390
1,174,319
18
Male
3,725
Single
1
High School
null
14.898134
Rural
Comprehensive
1
17
694
3
2021-01-27 15:21:39.276901
Poor
Yes
Rarely
House
39
1,174,320
41
Female
16,554
Married
3
PhD
null
29.854005
Suburban
Premium
1
14
519
3
2022-09-08 15:21:39.263607
Poor
No
Rarely
House
1,552
1,174,321
25
Female
39,803
Divorced
null
PhD
Self-Employed
24.79442
Urban
Basic
1
11
738
1
2020-04-01 15:21:39.213373
Good
No
Weekly
Apartment
1,370
1,174,322
27
Male
5,849
Divorced
0
Bachelor's
Employed
null
Rural
Premium
4
10
364
2
2019-11-18 15:21:39.235012
Good
No
Rarely
Apartment
1,585
1,174,323
48
Male
81,294
Single
3
High School
Employed
18.44504
Urban
Premium
0
10
null
2
2020-03-21 15:21:39.155231
null
No
Daily
Condo
2,770
1,174,324
40
Female
40,984
Married
null
High School
Employed
29.382697
Urban
Basic
0
5
624
5
2021-10-14 15:21:39.091080
Good
No
Rarely
Condo
1,333
1,174,325
null
Female
4,927
Single
1
High School
Self-Employed
24.786541
Suburban
Basic
1
1
709
4
2023-07-05 15:21:39.105504
Poor
No
Rarely
Apartment
1,838
1,174,326
61
Male
null
Married
4
High School
Self-Employed
18.826555
Suburban
Comprehensive
0
13
763
2
2019-12-06 15:21:39.082499
Average
No
Weekly
House
188
1,174,327
25
Female
32,002
Single
null
High School
Employed
38.003624
Urban
Comprehensive
null
2
759
9
2022-12-11 15:21:39.219432
Poor
No
Daily
Condo
684
1,174,328
46
Male
53,769
Divorced
0
Master's
Employed
6.07633
Urban
Premium
1
18
420
6
2022-12-17 15:21:39.155231
Good
No
Weekly
House
1,662
1,174,329
56
Female
null
Divorced
null
Master's
null
51.325418
Urban
Basic
null
8
null
3
2019-12-21 15:21:39.190215
Poor
No
Rarely
Apartment
1,088
1,174,330
40
Male
84,775
Married
4
Master's
Employed
27.097131
Suburban
Comprehensive
1
19
534
5
2023-07-25 15:21:39.118178
Good
No
Rarely
House
365
1,174,331
45
Male
24,897
Married
3
PhD
Employed
16.137068
Urban
Comprehensive
null
9
760
1
2020-07-12 15:21:39.093681
Poor
No
Daily
Apartment
1,804
1,174,332
29
Male
29,006
Single
1
High School
Employed
17.693822
Urban
Basic
1
13
678
1
2019-09-07 15:21:39.237118
Good
Yes
Weekly
Apartment
1,521
1,174,333
38
Female
6,009
Married
null
Master's
Unemployed
11.305544
Urban
Premium
null
17
511
7
2023-11-21 15:21:39.278402
Good
Yes
Rarely
Apartment
600
1,174,334
50
Female
43,940
Single
null
Master's
Unemployed
46.693828
Rural
Comprehensive
0
10
767
2
2020-12-31 15:21:39.144722
Good
No
Rarely
Condo
1,466
1,174,335
57
Male
73,536
Single
0
PhD
Self-Employed
31.913287
Urban
Basic
null
17
437
5
2021-03-07 15:21:39.194829
Good
Yes
Weekly
House
1,284
1,174,336
18
Male
46,344
Divorced
0
PhD
Unemployed
16.251643
Urban
Basic
1
8
689
9
2022-03-17 15:21:39.274993
Poor
No
Weekly
Apartment
1,750
1,174,337
28
Male
66,883
Single
4
Bachelor's
Unemployed
20.740656
Suburban
Premium
null
16
432
4
2024-05-31 15:21:39.276901
Poor
Yes
Weekly
House
740
1,174,338
60
Male
28,650
Married
2
Master's
null
22.481516
Rural
Comprehensive
0
10
522
6
2021-12-05 15:21:39.118178
Good
Yes
Weekly
Apartment
748
1,174,339
61
Male
17,078
Divorced
null
Bachelor's
null
17.976127
Rural
Comprehensive
null
6
653
2
2022-02-04 15:21:39.134960
Average
No
Weekly
Condo
1,593
1,174,340
28
Female
39,260
Divorced
0
Master's
null
17.649826
Suburban
Basic
null
19
669
5
2021-09-19 15:21:39.104139
Average
No
Monthly
House
2,639
1,174,341
40
Female
62,744
Single
3
PhD
Self-Employed
13.518854
Urban
Comprehensive
null
0
null
5
2021-03-15 15:21:39.175719
Poor
No
Rarely
Apartment
326
1,174,342
47
Female
null
Married
4
PhD
Employed
4.814019
Suburban
Basic
4
10
772
7
2023-10-28 15:21:39.255696
Poor
No
Monthly
Condo
345
1,174,343
36
Female
113,003
Divorced
null
Master's
null
25.534703
Urban
Comprehensive
1
3
314
4
2021-09-15 15:21:39.232526
Average
Yes
Daily
Condo
648
1,174,344
58
Male
16,094
Married
0
Bachelor's
Self-Employed
4.396066
Rural
Comprehensive
0
19
null
5
2022-07-07 15:21:39.090124
Poor
Yes
Monthly
Apartment
1,745
1,174,345
55
Female
4,672
Single
1
High School
null
11.644628
Rural
Basic
0
3
350
7
2020-09-18 15:21:39.225916
Average
Yes
Weekly
House
3,003
1,174,346
31
Female
93,637
Single
1
Master's
Self-Employed
34.491662
Urban
Basic
0
7
610
2
2022-09-27 15:21:39.093681
Good
No
Daily
House
395
1,174,347
43
Male
55,371
Divorced
2
PhD
Unemployed
16.771224
Rural
Basic
2
12
366
8
2021-05-03 15:21:39.081504
null
Yes
Weekly
House
469
1,174,348
27
Male
8,073
Single
1
High School
Self-Employed
37.819065
Suburban
Basic
0
5
598
2
2021-12-08 15:21:39.095696
Good
No
Monthly
Apartment
740
1,174,349
61
Female
23,952
Single
4
High School
Employed
26.798889
Rural
Basic
0
14
446
9
2022-08-06 15:21:39.190215
Poor
Yes
Monthly
House
1,332
1,174,350
61
Female
4,835
Single
null
Bachelor's
null
41.559921
Suburban
Premium
3
11
543
9
2023-11-01 15:21:39.122134
Good
Yes
Monthly
House
652
1,174,351
62
Male
39,076
Single
2
Master's
Self-Employed
39.845232
Suburban
Comprehensive
null
5
559
6
2024-02-11 15:21:39.154008
Good
Yes
Daily
Condo
1,152
1,174,352
29
Male
29,082
Married
3
Master's
Employed
null
Rural
Basic
null
9
513
3
2021-01-12 15:21:39.082499
Average
Yes
Rarely
Condo
642
1,174,353
64
Male
57,857
Married
2
PhD
null
null
Rural
Comprehensive
3
16
685
2
2022-01-21 15:21:39.144722
null
No
Weekly
House
469
1,174,354
28
Female
9,879
Divorced
3
High School
Unemployed
14.83438
Urban
Basic
null
9
431
3
2021-01-28 15:21:39.181605
Average
No
Weekly
Apartment
3,104
1,174,355
40
Male
73,550
Married
1
Master's
null
13.442206
Urban
Premium
1
6
499
7
2024-08-06 15:21:39.155231
Average
No
Monthly
Apartment
2,752
1,174,356
24
Female
1,337
Single
3
High School
Employed
18.791216
Suburban
Basic
0
4
585
3
2020-07-22 15:21:39.228521
null
No
Rarely
House
1,276
1,174,357
32
Male
11,097
Married
null
PhD
Employed
28.547807
Rural
Basic
null
17
733
1
2021-07-04 15:21:39.092127
Poor
No
Weekly
Condo
464
1,174,358
51
Male
27,892
Divorced
null
High School
null
25.6394
Suburban
Comprehensive
1
17
674
6
2021-02-13 15:21:39.155231
Average
Yes
Weekly
Apartment
1,675
1,174,359
44
Female
12,053
Married
3
Bachelor's
Unemployed
26.24992
Suburban
Comprehensive
1
17
null
1
2021-05-13 15:21:39.155231
Average
Yes
Monthly
Apartment
3,320
1,174,360
44
Female
6,427
Married
null
Master's
Employed
21.927085
Urban
Premium
1
6
792
7
2024-03-24 15:21:39.155231
Poor
No
Monthly
Condo
311
1,174,361
63
Male
108,916
Married
1
Bachelor's
null
22.645063
Rural
Comprehensive
null
0
458
2
2021-04-03 15:21:39.088124
Poor
No
Rarely
Condo
2,555
1,174,362
20
Male
14,983
Divorced
0
Bachelor's
null
10.449426
Urban
Comprehensive
null
7
302
4
2024-08-15 15:21:39.094752
Poor
No
Rarely
Condo
1,146
1,174,363
56
Female
null
Divorced
4
Master's
null
14.923759
Suburban
Comprehensive
null
0
709
4
2024-07-21 15:21:39.095696
Average
Yes
Daily
House
270
1,174,364
24
Male
518
Single
2
Bachelor's
null
null
Rural
Basic
1
18
614
1
2021-11-03 15:21:39.155231
Poor
Yes
Rarely
Apartment
882
1,174,365
25
Male
82,229
Divorced
4
High School
Self-Employed
47.893911
Rural
Premium
3
18
413
9
2024-05-21 15:21:39.263607
Average
Yes
Weekly
Condo
2,047
1,174,366
22
Male
31,005
Married
2
Bachelor's
Unemployed
37.74907
Rural
Basic
1
14
null
6
2023-05-01 15:21:39.283783
Good
No
Daily
House
1,403
1,174,367
56
Female
13,740
Divorced
1
Bachelor's
null
22.827286
Urban
Comprehensive
null
8
699
4
2021-10-18 15:21:39.152732
Poor
Yes
Monthly
House
2,167
1,174,368
57
Female
16,091
Married
3
Master's
Unemployed
29.787546
Suburban
Premium
null
13
468
7
2023-04-03 15:21:39.260856
Poor
Yes
Weekly
Condo
1,434
1,174,369
24
Female
51,398
Single
0
Master's
Self-Employed
23.91268
Urban
Basic
0
2
424
3
2020-02-12 15:21:39.122134
Average
No
Monthly
Condo
1,253
1,174,370
48
Male
43,473
Married
4
High School
Self-Employed
29.906348
Rural
Premium
0
18
608
6
2020-09-25 15:21:39.288099
Good
No
Daily
Condo
355
1,174,371
60
Female
10,263
Single
4
PhD
Self-Employed
28.812297
Rural
Comprehensive
0
8
552
3
2019-10-23 15:21:39.155231
Good
Yes
Weekly
House
693
1,174,372
41
Male
59,742
Married
2
High School
Employed
28.934351
Suburban
Premium
1
13
623
2
2022-07-16 15:21:39.194829
null
No
Monthly
House
101
1,174,373
39
Male
4,606
Married
0
High School
null
46.82315
Suburban
Comprehensive
1
5
468
9
2021-09-14 15:21:39.155231
Average
No
Daily
House
461
1,174,374
40
Male
126,792
Divorced
0
Bachelor's
Employed
21.638549
Suburban
Premium
3
16
633
4
2024-04-24 15:21:39.145732
Average
No
Monthly
House
2,901
1,174,375
33
Female
7,979
Single
1
Bachelor's
null
48.293053
Rural
Basic
null
7
334
4
2024-05-28 15:21:39.209847
Poor
Yes
Monthly
Apartment
977
1,174,376
24
Female
43,780
Married
2
Master's
null
11.5161
Rural
Basic
3
16
633
5
2019-09-11 15:21:39.083497
Average
Yes
Weekly
Condo
2,833
1,174,377
21
Female
67,911
Married
1
Bachelor's
Employed
51.82238
Urban
Basic
2
10
null
5
2021-06-06 15:21:39.192212
Good
Yes
Weekly
Condo
873
1,174,378
61
Male
18,093
Married
3
Bachelor's
null
32.735673
Urban
Comprehensive
null
1
648
6
2020-07-01 15:21:39.194829
Good
Yes
Weekly
Condo
1,251
1,174,379
60
Male
97,562
Single
3
High School
Self-Employed
33.697027
Urban
Comprehensive
1
4
492
4
2020-11-03 15:21:39.134960
null
No
Monthly
Apartment
1,407
1,174,380
56
Female
19,961
Divorced
4
High School
null
29.908411
Suburban
Comprehensive
0
1
621
3
2024-05-11 15:21:39.094752
Good
Yes
Rarely
Condo
85
1,174,381
36
Male
null
Married
4
Bachelor's
null
33.582233
Rural
Basic
1
4
718
2
2023-11-25 15:21:39.092127
Good
No
Monthly
Condo
48
1,174,382
59
Female
10,042
Single
2
High School
null
12.48808
Urban
Basic
0
0
472
9
2022-08-21 15:21:39.166062
Poor
Yes
Weekly
Apartment
1,832
1,174,383
20
Male
44,604
Married
1
PhD
Unemployed
null
Suburban
Comprehensive
2
4
842
4
2022-03-03 15:21:39.091080
Poor
No
Daily
Condo
1,140
1,174,384
31
Male
39,321
Divorced
0
Bachelor's
Employed
28.572337
Urban
Comprehensive
null
7
447
4
2024-07-04 15:21:39.095696
Average
Yes
Weekly
Apartment
3,446
1,174,385
53
Female
43,984
Single
3
High School
Unemployed
29.827768
Rural
Comprehensive
null
5
776
3
2020-02-18 15:21:39.207847
Good
Yes
Weekly
Condo
801
1,174,386
56
Male
11,583
Single
4
Master's
null
47.973443
Urban
Basic
null
1
615
8
2020-06-23 15:21:39.230483
Good
No
Rarely
Apartment
241
1,174,387
41
Female
2,072
Single
4
Master's
Unemployed
30.232064
Urban
Basic
4
16
514
7
2021-11-02 15:21:39.231531
Poor
No
Daily
Apartment
139
1,174,388
42
Male
38,662
Married
1
Bachelor's
Unemployed
32.824263
Rural
Basic
0
9
786
1
2024-03-28 15:21:39.155231
Good
Yes
Daily
House
925
1,174,389
43
Female
43,154
Divorced
4
PhD
Unemployed
37.676857
Urban
Basic
null
13
494
2
2021-09-25 15:21:39.175719
null
No
Daily
Condo
496
1,174,390
32
Female
44,302
Divorced
4
Master's
Unemployed
34.233551
Urban
Basic
0
0
716
5
2022-10-16 15:21:39.120168
Poor
No
Rarely
Condo
2,543
1,174,391
22
Female
51,313
Divorced
1
High School
Employed
20.859102
Rural
Premium
1
19
583
6
2021-02-09 15:21:39.134960
Poor
No
Rarely
Condo
319
1,174,392
53
Male
26
Married
0
Bachelor's
Unemployed
12.91988
Urban
Comprehensive
null
1
812
5
2022-05-10 15:21:39.155231
Poor
Yes
Weekly
Condo
861
1,174,393
21
Female
21,289
Divorced
3
Bachelor's
null
14.473869
Rural
Comprehensive
1
13
779
1
2023-04-20 15:21:39.287115
Poor
Yes
Monthly
Condo
959
1,174,394
29
Female
67,818
Divorced
3
Master's
Self-Employed
null
Urban
Premium
null
15
543
7
2022-10-30 15:21:39.276901
Poor
Yes
Daily
House
3,084
1,174,395
30
Female
63,344
Divorced
4
High School
Employed
22.235422
Suburban
Comprehensive
2
11
459
3
2023-03-03 15:21:39.134960
Average
No
Rarely
Apartment
462
1,174,396
31
Female
12,600
Divorced
1
PhD
null
22.354866
Rural
Basic
null
4
718
6
2019-10-17 15:21:39.190215
Average
Yes
Monthly
Apartment
1,446
1,174,397
35
Female
506
Divorced
1
Bachelor's
null
24.393845
Rural
Premium
0
7
318
2
2022-07-11 15:21:39.237118
Average
No
Weekly
Apartment
1,178
1,174,398
41
Female
44,768
Divorced
4
PhD
Employed
30.857472
Rural
Premium
null
0
842
5
2020-04-25 15:21:39.256696
Average
Yes
Daily
Apartment
3,534
1,174,399
26
Female
7,053
Married
0
High School
null
17.908298
Suburban
Premium
0
19
703
3
2021-02-03 15:21:39.134960
Average
Yes
Weekly
Condo
805