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
2,200
null
Female
8,229
Divorced
4
PhD
null
20.735155
Urban
Comprehensive
null
6
508
7
2022-02-09 15:21:39.129190
Average
No
Monthly
House
26
2,201
20
Female
141,501
Single
1
High School
Employed
null
Urban
Basic
3
16
799
1
2022-04-01 15:21:39.213373
Good
No
Rarely
Condo
548
2,202
59
Female
6,593
Married
4
PhD
Employed
29.99341
Rural
Basic
null
0
611
2
2019-12-24 15:21:39.119168
Poor
No
Weekly
Apartment
29
2,203
23
Male
44,216
Single
null
PhD
Unemployed
32.013523
Suburban
Basic
null
18
731
2
2020-08-02 15:21:39.186212
Good
No
Monthly
House
476
2,204
60
Male
124,919
Divorced
3
PhD
null
null
Suburban
Premium
4
12
811
7
2020-01-26 15:21:39.237118
Good
No
Daily
Apartment
581
2,205
18
Female
1,654
Single
1
Bachelor's
Self-Employed
30.455896
Suburban
Comprehensive
null
6
422
8
2021-02-13 15:21:39.176717
Poor
No
Monthly
House
1,471
2,206
49
Female
1,138
Married
0
Bachelor's
Employed
23.808503
Urban
Premium
2
16
393
9
2019-10-23 15:21:39.151732
Good
Yes
Daily
Condo
1,493
2,207
62
Male
26,203
Divorced
0
High School
Self-Employed
27.858661
Suburban
Basic
1
1
659
6
2020-04-01 15:21:39.093681
Poor
Yes
Rarely
Apartment
1,346
2,208
26
Female
82,425
Single
3
Master's
Self-Employed
36.675058
Suburban
Comprehensive
0
13
765
8
2021-06-21 15:21:39.283783
Good
No
Monthly
Condo
123
2,209
44
Male
20,448
Married
0
Bachelor's
null
23.338847
Suburban
Comprehensive
null
14
null
7
2021-10-23 15:21:39.194829
Poor
No
Rarely
Condo
1,159
2,210
53
Female
1,002
Divorced
1
PhD
Self-Employed
26.926651
Suburban
Premium
2
3
383
8
2022-12-14 15:21:39.269494
Average
Yes
Monthly
Apartment
1,196
2,211
null
Male
9,028
Married
null
PhD
Employed
16.271017
Rural
Premium
0
3
null
1
2020-04-19 15:21:39.152732
Average
Yes
Rarely
House
543
2,212
36
Male
51,591
Married
2
Bachelor's
Unemployed
27.894014
Suburban
Basic
0
9
683
6
2021-09-21 15:21:39.217387
Average
Yes
Daily
House
248
2,213
28
Female
26,625
Married
3
Bachelor's
Unemployed
34.243359
Suburban
Premium
0
11
467
3
2024-03-08 15:21:39.155231
Good
No
Monthly
House
1,373
2,214
51
Male
9,892
Single
null
Bachelor's
Self-Employed
11.717952
Urban
Premium
1
7
803
3
2021-01-16 15:21:39.274993
Good
Yes
Monthly
Apartment
2,035
2,215
29
Female
10,100
Married
2
Master's
Unemployed
11.919244
Rural
Premium
1
11
616
3
2021-02-07 15:21:39.174719
Good
No
Monthly
Apartment
1,172
2,216
27
Female
2,385
Single
4
High School
Self-Employed
30.010529
Urban
Basic
4
13
null
1
2021-12-14 15:21:39.270454
Poor
Yes
Daily
Condo
893
2,217
58
Male
11,902
Married
2
PhD
Unemployed
14.918798
Suburban
Premium
0
16
335
5
2023-09-13 15:21:39.166062
Poor
No
Rarely
House
1,113
2,218
29
Male
1,804
Single
0
PhD
null
8.17574
Rural
Comprehensive
0
8
485
3
2021-05-01 15:21:39.237118
Good
No
Weekly
Apartment
496
2,219
49
Female
43,782
Married
2
PhD
Unemployed
7.018866
Urban
Premium
0
7
null
2
2022-07-02 15:21:39.171102
Good
No
Daily
Condo
627
2,220
46
Male
43,876
Married
null
Bachelor's
null
18.696061
Urban
Comprehensive
0
16
680
4
2021-10-03 15:21:39.086123
Good
No
Weekly
Condo
1,051
2,221
49
Male
null
Divorced
3
High School
null
8.865691
Suburban
Premium
null
17
410
4
2021-02-18 15:21:39.092127
Average
No
Weekly
Apartment
846
2,222
24
Female
37,606
Married
1
PhD
null
17.631505
Rural
Comprehensive
null
3
687
7
2022-10-03 15:21:39.223901
Good
Yes
Daily
House
566
2,223
56
Female
16,076
Single
3
Bachelor's
Unemployed
19.127831
Rural
Comprehensive
1
12
null
1
2022-06-19 15:21:39.223901
Poor
No
Monthly
Apartment
1,257
2,224
48
Female
53,727
Single
0
High School
Self-Employed
23.63231
Urban
Basic
2
4
420
8
2023-11-08 15:21:39.167099
Poor
Yes
Rarely
Apartment
593
2,225
40
Female
2,629
Single
null
Bachelor's
null
17.36294
Suburban
Premium
0
19
553
7
2023-02-06 15:21:39.126661
Poor
Yes
Monthly
Apartment
1,879
2,226
32
Female
59,188
Married
1
PhD
Self-Employed
22.492595
Suburban
Basic
0
16
423
7
2019-11-05 15:21:39.231531
Poor
Yes
Rarely
Apartment
1,670
2,227
31
Male
16,761
Single
1
Bachelor's
Unemployed
36.995841
Urban
Comprehensive
2
7
839
3
2021-12-21 15:21:39.155231
Average
Yes
Rarely
House
576
2,228
37
Male
5,734
Single
3
PhD
null
24.058689
Suburban
Basic
null
8
613
1
2022-05-13 15:21:39.188220
Good
Yes
Weekly
Apartment
586
2,229
28
Female
18,127
Married
3
PhD
Unemployed
25.261816
Urban
Basic
1
16
824
3
2021-10-21 15:21:39.250151
Poor
Yes
Rarely
Apartment
1,325
2,230
58
Male
18,671
Single
1
PhD
null
6.961277
Rural
Premium
0
14
340
7
2019-10-15 15:21:39.223390
Good
Yes
Monthly
Condo
1,461
2,231
53
Male
1,859
Divorced
4
PhD
Unemployed
10.946647
Urban
Basic
2
1
699
5
2021-03-19 15:21:39.133866
Good
Yes
Rarely
Apartment
1,042
2,232
44
Male
50,306
Married
3
High School
Unemployed
27.591722
Rural
Premium
null
4
null
8
2021-05-17 15:21:39.122134
Good
Yes
Weekly
House
207
2,233
63
Male
25,572
Single
1
High School
null
4.441953
Urban
Premium
1
9
757
3
2020-06-17 15:21:39.279729
null
Yes
Weekly
Apartment
1,039
2,234
23
Female
40,861
Single
3
PhD
Unemployed
39.566693
Suburban
Basic
2
15
713
8
2022-01-30 15:21:39.155231
Good
Yes
Monthly
House
2,556
2,235
39
Male
468
Single
2
Bachelor's
null
15.590583
Suburban
Basic
null
6
554
3
2021-05-28 15:21:39.244069
Poor
Yes
Monthly
House
2,578
2,236
30
Female
35,297
Married
4
Master's
Employed
27.5551
Suburban
Premium
null
3
829
5
2020-03-22 15:21:39.095696
Average
Yes
Daily
Condo
100
2,237
55
Male
108,727
Divorced
0
Master's
Employed
8.065694
Suburban
Basic
0
7
649
5
2021-09-08 15:21:39.288099
Average
Yes
Weekly
Apartment
118
2,238
37
Male
755
Divorced
0
Master's
null
46.567231
Rural
Premium
1
11
685
4
2022-12-07 15:21:39.095696
Average
Yes
Rarely
House
24
2,239
51
Female
38,284
Married
4
Bachelor's
Unemployed
38.614978
Urban
Premium
1
10
515
2
2024-07-16 15:21:39.172097
Average
Yes
Monthly
House
825
2,240
63
Female
44,614
Married
null
PhD
Unemployed
43.937493
Rural
Premium
1
9
540
6
2022-07-22 15:21:39.152732
Average
No
Weekly
House
488
2,241
39
Female
13,881
Married
2
PhD
Employed
22.083656
Rural
Basic
null
10
826
8
2020-12-20 15:21:39.100695
Good
No
Weekly
Condo
587
2,242
45
Female
1,019
Married
0
High School
null
15.701028
Suburban
Premium
1
8
567
6
2024-06-20 15:21:39.186212
null
Yes
Rarely
Condo
926
2,243
47
Male
35,706
Divorced
4
High School
Self-Employed
null
Urban
Basic
0
16
841
6
2021-05-29 15:21:39.155231
Poor
No
Monthly
Apartment
3,075
2,244
22
Male
7,082
Divorced
0
Master's
null
35.846015
Suburban
Comprehensive
null
14
751
6
2021-04-01 15:21:39.149731
Poor
Yes
Daily
House
975
2,245
20
Male
31,008
Married
null
Master's
null
33.020719
Urban
Premium
2
7
749
9
2023-04-17 15:21:39.175719
Average
No
Rarely
Condo
3,929
2,246
57
Female
29,505
Divorced
4
High School
null
20.643345
Suburban
Comprehensive
4
11
626
9
2024-05-23 15:21:39.155231
Good
Yes
Weekly
Condo
1,296
2,247
33
Male
25,648
Married
4
PhD
null
13.596635
Rural
Basic
0
12
565
4
2021-04-04 15:21:39.247098
Good
Yes
Monthly
Apartment
591
2,248
21
Male
35,753
Married
null
Bachelor's
Employed
25.868471
Urban
Basic
null
18
507
6
2020-11-12 15:21:39.218388
null
No
Rarely
Condo
45
2,249
55
Male
39,022
Divorced
1
High School
Employed
25.289965
Suburban
Comprehensive
null
3
663
4
2022-01-05 15:21:39.216387
Good
Yes
Weekly
House
749
2,250
46
Female
17,900
Divorced
1
Bachelor's
Unemployed
41.005523
Urban
Comprehensive
null
15
626
2
2021-02-13 15:21:39.096739
Poor
Yes
Monthly
Apartment
1,673
2,251
21
Female
38,665
Married
4
High School
Unemployed
23.31172
Suburban
Basic
0
18
828
2
2024-07-27 15:21:39.155231
Good
Yes
Weekly
Condo
659
2,252
41
Female
101,989
Divorced
3
PhD
Employed
27.488088
Rural
Premium
0
1
672
6
2021-02-09 15:21:39.134960
null
Yes
Rarely
House
370
2,253
35
Male
18,921
Divorced
3
High School
Employed
25.891663
Rural
Premium
1
18
439
2
2024-03-28 15:21:39.190215
Average
Yes
Weekly
Apartment
994
2,254
58
Male
33,247
Married
2
PhD
Self-Employed
12.490791
Suburban
Comprehensive
null
3
797
3
2020-09-16 15:21:39.097737
Poor
No
Daily
Condo
1,411
2,255
40
Male
20,994
Divorced
0
PhD
Self-Employed
29.999632
Suburban
Comprehensive
1
4
694
1
2019-12-30 15:21:39.185215
Poor
Yes
Rarely
Apartment
2,670
2,256
48
Female
3,580
Single
1
Bachelor's
Employed
21.769693
Rural
Basic
1
0
487
9
2023-01-19 15:21:39.134960
Poor
Yes
Daily
Apartment
439
2,257
54
Male
3,655
Divorced
0
PhD
null
26.844655
Suburban
Comprehensive
2
13
null
2
2022-07-06 15:21:39.151732
Average
Yes
Rarely
Condo
615
2,258
29
Male
40,497
Divorced
3
Master's
null
26.381904
Rural
Premium
null
14
549
3
2020-03-01 15:21:39.204790
Poor
Yes
Weekly
Apartment
1,017
2,259
30
Male
40,982
Single
3
High School
Employed
17.756731
Urban
Comprehensive
null
13
null
4
2023-01-11 15:21:39.237118
Poor
Yes
Weekly
House
901
2,260
30
Female
62,281
Single
0
PhD
Self-Employed
28.859489
Urban
Basic
2
14
697
8
2022-10-04 15:21:39.172097
Good
Yes
Monthly
Condo
397
2,261
39
Male
18,313
Single
1
Bachelor's
Unemployed
32.095984
Rural
Comprehensive
0
11
744
6
2022-11-08 15:21:39.187211
Average
Yes
Monthly
Apartment
893
2,262
23
Male
30,741
Married
2
PhD
Unemployed
18.974246
Rural
Premium
0
12
746
9
2020-10-20 15:21:39.094752
Poor
No
Weekly
Apartment
244
2,263
58
Female
23,174
Single
0
Bachelor's
null
2.793421
Rural
Comprehensive
null
3
512
2
2024-04-29 15:21:39.084065
Good
Yes
Monthly
Condo
1,127
2,264
36
Female
52,884
Single
3
PhD
Self-Employed
22.73516
Suburban
Comprehensive
0
15
394
6
2020-03-02 15:21:39.117183
Poor
Yes
Daily
Condo
583
2,265
null
Male
null
Single
4
High School
Employed
48.486674
Suburban
Premium
1
7
803
7
2023-04-15 15:21:39.155231
Good
No
Rarely
Apartment
382
2,266
27
Male
45,600
Married
3
PhD
Unemployed
10.928337
Suburban
Comprehensive
1
5
354
5
2022-11-03 15:21:39.175719
Average
Yes
Daily
House
3,200
2,267
42
Male
29,894
Divorced
3
High School
null
17.959429
Suburban
Comprehensive
0
5
603
1
2020-01-15 15:21:39.134960
Average
Yes
Rarely
House
514
2,268
29
Male
38,814
Divorced
3
Master's
Unemployed
27.566227
Suburban
Comprehensive
2
18
681
6
2022-02-25 15:21:39.134960
Average
No
Daily
Condo
660
2,269
58
Female
88,365
Married
0
PhD
Self-Employed
29.786851
Urban
Basic
0
9
541
4
2021-09-21 15:21:39.128286
null
Yes
Rarely
House
40
2,270
50
Male
3,967
Single
0
PhD
null
22.926536
Urban
Comprehensive
0
19
446
1
2022-08-21 15:21:39.134960
Average
No
Rarely
Condo
1,614
2,271
32
Female
40,446
Divorced
4
PhD
Employed
33.982815
Suburban
Premium
1
6
823
7
2023-05-22 15:21:39.207847
Poor
No
Monthly
Apartment
814
2,272
31
Male
8,050
Married
2
Bachelor's
Employed
18.066798
Urban
Basic
0
7
486
4
2020-09-14 15:21:39.110557
Poor
Yes
Weekly
Apartment
345
2,273
30
Male
null
Married
null
Master's
null
38.879652
Rural
Basic
null
15
370
7
2022-11-17 15:21:39.211806
Average
Yes
Daily
Apartment
1,752
2,274
60
Male
16,054
Divorced
3
PhD
Self-Employed
49.919145
Suburban
Comprehensive
null
8
null
2
2021-11-15 15:21:39.134960
Good
No
Rarely
Apartment
1,583
2,275
33
Female
73,977
Single
0
High School
null
20.556538
Rural
Comprehensive
null
17
null
1
2022-02-09 15:21:39.199447
null
No
Monthly
Apartment
335
2,276
54
Female
15,131
Married
4
Bachelor's
Unemployed
37.858219
Suburban
Premium
null
15
435
1
2022-08-30 15:21:39.217387
Poor
No
Daily
Condo
364
2,277
57
Male
59,984
Single
2
PhD
Self-Employed
26.601664
Urban
Comprehensive
2
16
479
8
2022-08-30 15:21:39.192212
Good
Yes
Monthly
House
37
2,278
62
Female
32,340
Married
3
High School
null
17.846166
Suburban
Basic
null
11
590
4
2023-10-23 15:21:39.207847
Poor
Yes
Weekly
Condo
995
2,279
23
Male
91,042
Single
2
Master's
null
31.383781
Rural
Basic
2
8
732
9
2020-02-23 15:21:39.263607
Poor
Yes
Monthly
Condo
2,668
2,280
52
Male
17,109
Single
2
Master's
Unemployed
8.176812
Suburban
Comprehensive
3
18
641
7
2021-02-10 15:21:39.235012
Average
Yes
Monthly
Apartment
3,621
2,281
21
Male
20,894
Divorced
2
Bachelor's
Unemployed
17.881696
Rural
Comprehensive
0
12
549
3
2024-03-17 15:21:39.134960
Poor
No
Monthly
Apartment
1,238
2,282
25
Male
5,869
Divorced
4
Bachelor's
null
26.334933
Suburban
Basic
1
7
607
4
2023-06-19 15:21:39.187211
Good
No
Weekly
House
36
2,283
62
Male
28,863
Married
2
High School
Self-Employed
26.253441
Suburban
Basic
2
16
null
9
2023-12-07 15:21:39.283783
Poor
Yes
Weekly
Apartment
1,160
2,284
19
Female
9,098
Single
4
Master's
Employed
30.749482
Rural
Basic
1
2
812
2
2020-01-03 15:21:39.155231
Poor
No
Rarely
Apartment
23
2,285
61
Female
18,355
Single
3
Bachelor's
Employed
26.258418
Suburban
Comprehensive
null
16
636
5
2023-10-04 15:21:39.259788
Poor
No
Rarely
Apartment
587
2,286
34
Female
15,556
Single
4
Bachelor's
Employed
24.96417
Urban
Premium
null
18
775
2
2022-07-24 15:21:39.155231
Good
Yes
Monthly
Apartment
831
2,287
28
Male
4,725
Married
3
Master's
Employed
34.517029
Rural
Basic
3
19
635
3
2023-08-07 15:21:39.147735
Average
Yes
Weekly
Apartment
684
2,288
33
Female
null
Divorced
2
PhD
Employed
35.111356
Urban
Basic
null
13
409
8
2022-08-15 15:21:39.088124
Good
No
Weekly
Condo
2,088
2,289
23
Male
11,545
Married
2
Master's
Self-Employed
21.616824
Rural
Premium
2
11
768
2
2019-10-16 15:21:39.155231
Good
No
Daily
House
1,072
2,290
18
Male
23,296
Married
0
PhD
Unemployed
37.898478
Urban
Basic
0
7
548
8
2021-01-21 15:21:39.170099
Poor
Yes
Rarely
Apartment
438
2,291
54
Female
17,553
Single
3
High School
Self-Employed
32.282184
Rural
Basic
3
16
370
2
2020-11-11 15:21:39.126661
Average
No
Daily
Apartment
542
2,292
34
Female
94,048
Married
0
PhD
Self-Employed
44.096097
Rural
Comprehensive
1
7
559
9
2024-04-07 15:21:39.119168
Poor
No
Monthly
Condo
302
2,293
59
Male
6,766
Single
4
Bachelor's
null
12.998037
Suburban
Basic
null
16
421
1
2023-04-11 15:21:39.213373
Good
No
Daily
Condo
1,110
2,294
18
Male
17,094
Single
0
Master's
null
12.548749
Suburban
Premium
0
11
790
2
2022-12-27 15:21:39.155231
Average
Yes
Daily
Apartment
2,586
2,295
null
Male
84,907
Single
4
PhD
null
30.835303
Urban
Comprehensive
null
18
404
1
2020-01-26 15:21:39.182597
Average
No
Monthly
Condo
404
2,296
38
Male
2,965
Single
1
Master's
Self-Employed
51.943506
Urban
Basic
1
9
467
2
2023-02-25 15:21:39.274993
Average
No
Rarely
Condo
518
2,297
29
Male
92,880
Single
null
PhD
Unemployed
36.391191
Urban
Basic
0
15
471
5
2020-12-12 15:21:39.092127
Average
Yes
Daily
Apartment
124
2,298
24
Male
62,837
Divorced
3
Master's
Employed
38.593437
Urban
Premium
0
2
397
9
2019-10-04 15:21:39.237118
Good
Yes
Rarely
House
473
2,299
22
Female
88,923
Single
4
High School
Unemployed
7.284982
Urban
Comprehensive
null
9
438
1
2022-04-10 15:21:39.274993
Good
No
Weekly
Apartment
763