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
1,182,200
43
Male
null
Divorced
4
Bachelor's
Self-Employed
36.002346
Urban
Premium
0
7
448
2
2024-03-12 15:21:39.197445
Good
No
Weekly
Apartment
2,215
1,182,201
53
Female
612
Divorced
4
Master's
Self-Employed
49.086279
Urban
Premium
null
11
621
4
2022-03-05 15:21:39.126661
Good
Yes
Rarely
Condo
2,457
1,182,202
23
Male
34,186
Divorced
1
PhD
null
22.323427
Suburban
Premium
0
18
758
8
2022-06-20 15:21:39.279729
Average
Yes
Monthly
House
214
1,182,203
24
Male
9,805
Married
0
Bachelor's
Employed
27.912498
Urban
Basic
0
17
449
3
2022-03-09 15:21:39.134960
Poor
Yes
Weekly
House
1,498
1,182,204
38
Male
11,510
Divorced
3
High School
Employed
51.447901
Suburban
Comprehensive
1
19
645
9
2021-04-11 15:21:39.237118
Good
Yes
Monthly
Apartment
1,735
1,182,205
49
Female
1,317
Single
1
Bachelor's
Employed
null
Rural
Premium
null
14
381
1
2019-09-01 15:21:39.211806
Good
Yes
Weekly
Apartment
2,220
1,182,206
54
Male
29,087
Married
2
Bachelor's
Unemployed
20.828401
Suburban
Premium
null
1
null
8
2021-07-12 15:21:39.172097
Poor
Yes
Rarely
Apartment
1,423
1,182,207
42
Male
28
Divorced
null
Bachelor's
Unemployed
27.749185
Rural
Comprehensive
0
2
310
9
2020-02-01 15:21:39.102694
Average
Yes
Daily
Condo
2,118
1,182,208
55
Female
39,058
Single
2
PhD
Employed
15.853302
Urban
Premium
0
8
698
5
2023-05-18 15:21:39.254678
Average
Yes
Daily
Condo
107
1,182,209
56
Female
30,429
Divorced
4
High School
Self-Employed
27.291816
Urban
Basic
2
2
683
1
2023-05-15 15:21:39.211806
Good
Yes
Monthly
House
2,135
1,182,210
31
Female
8,074
Single
4
Bachelor's
Self-Employed
5.81464
Rural
Premium
0
9
null
5
2022-02-01 15:21:39.254678
Poor
Yes
Rarely
House
1,838
1,182,211
37
Male
7,262
Divorced
2
PhD
Employed
9.749286
Suburban
Comprehensive
null
11
605
3
2024-06-15 15:21:39.091080
Poor
No
Daily
Apartment
356
1,182,212
21
Female
24,891
Single
4
High School
null
17.719383
Urban
Premium
null
9
730
6
2020-05-31 15:21:39.285112
Average
Yes
Daily
Condo
29
1,182,213
53
Female
29,071
Divorced
3
PhD
null
30.922102
Urban
Basic
0
7
null
4
2023-12-29 15:21:39.134960
Average
No
Weekly
Condo
1,242
1,182,214
19
Male
675
Divorced
1
High School
null
29.818231
Urban
Comprehensive
3
15
784
6
2023-07-05 15:21:39.265513
Poor
Yes
Weekly
Apartment
1,329
1,182,215
20
Female
31,006
Divorced
4
Bachelor's
Employed
38.09213
Rural
Premium
3
10
533
9
2023-09-02 15:21:39.134960
Good
No
Daily
Condo
581
1,182,216
26
Female
35,358
Single
null
Bachelor's
null
19.619532
Rural
Premium
1
10
719
4
2023-12-26 15:21:39.164044
Good
No
Monthly
Apartment
518
1,182,217
null
Male
20,935
Single
0
Bachelor's
Employed
46.67101
Urban
Comprehensive
0
13
409
2
2022-04-02 15:21:39.155231
Average
Yes
Weekly
Condo
523
1,182,218
23
Male
10,791
Single
0
PhD
Self-Employed
31.979561
Urban
Premium
0
12
775
7
2023-06-24 15:21:39.144722
Average
No
Weekly
Apartment
1,177
1,182,219
25
Male
70,306
Single
3
Master's
Unemployed
7.770979
Urban
Premium
0
8
339
6
2019-10-26 15:21:39.191219
Good
No
Monthly
Condo
742
1,182,220
23
Female
121,559
Married
3
PhD
null
25.441725
Rural
Basic
null
10
726
9
2020-03-07 15:21:39.133866
Average
No
Weekly
Condo
59
1,182,221
40
Female
20,961
Married
0
PhD
Employed
16.944223
Urban
Premium
null
8
690
1
2020-03-30 15:21:39.237118
Good
No
Daily
Condo
713
1,182,222
49
Male
128,332
Single
2
Master's
Self-Employed
7.913362
Suburban
Premium
null
16
429
1
2020-02-01 15:21:39.092127
Poor
No
Monthly
House
245
1,182,223
19
Female
46,911
Divorced
1
Bachelor's
Unemployed
14.24773
Rural
Comprehensive
null
14
414
1
2023-03-08 15:21:39.125660
Poor
No
Daily
Condo
382
1,182,224
36
Male
4,055
Married
0
High School
null
22.876003
Suburban
Premium
null
11
733
8
2019-11-08 15:21:39.244069
Good
No
Daily
House
462
1,182,225
52
Female
10,197
Single
2
PhD
Self-Employed
8.064504
Suburban
Basic
null
9
644
9
2022-06-11 15:21:39.079128
Poor
Yes
Weekly
Condo
2,317
1,182,226
36
Female
38,588
Divorced
3
Master's
null
37.844159
Urban
Basic
0
8
744
1
2020-02-26 15:21:39.182597
Good
Yes
Rarely
Condo
1,038
1,182,227
21
Female
41,674
Divorced
3
Bachelor's
null
21.353825
Rural
Comprehensive
0
15
521
5
2023-05-13 15:21:39.092127
Poor
Yes
Weekly
Apartment
406
1,182,228
35
Male
23,249
Married
3
PhD
Employed
18.919513
Suburban
Premium
null
6
736
2
2024-06-29 15:21:39.228521
Average
Yes
Weekly
House
567
1,182,229
40
Female
39,074
Divorced
1
High School
Employed
43.664784
Suburban
Premium
0
15
614
2
2019-10-27 15:21:39.155231
Good
No
Rarely
Apartment
571
1,182,230
28
Male
48,914
Divorced
4
Master's
Unemployed
4.678423
Rural
Premium
0
0
832
1
2023-01-20 15:21:39.255696
Poor
Yes
Daily
Condo
397
1,182,231
49
Female
21,047
Single
4
PhD
Self-Employed
43.226427
Rural
Comprehensive
2
8
694
2
2022-06-30 15:21:39.222387
Poor
Yes
Monthly
House
409
1,182,232
45
Female
11,520
Single
1
High School
Unemployed
15.834806
Rural
Basic
1
17
619
8
2022-10-06 15:21:39.204201
Good
No
Monthly
House
111
1,182,233
46
Male
49,446
Divorced
1
High School
Self-Employed
33.007784
Rural
Basic
2
13
526
7
2020-03-24 15:21:39.252145
Average
No
Daily
Apartment
2,838
1,182,234
31
Female
5,034
Single
3
PhD
null
10.757925
Suburban
Premium
3
4
573
6
2022-09-12 15:21:39.267454
Poor
No
Weekly
House
2,343
1,182,235
34
Female
8,933
Divorced
1
PhD
null
44.93359
Suburban
Premium
1
8
776
4
2022-12-26 15:21:39.245086
Average
No
Rarely
House
1,663
1,182,236
39
Female
3,520
Married
4
High School
Employed
13.583413
Suburban
Basic
0
7
635
1
2019-12-03 15:21:39.134960
Good
No
Rarely
House
514
1,182,237
19
Male
null
Single
2
PhD
Employed
null
Urban
Premium
null
19
828
1
2024-03-26 15:21:39.134960
Poor
Yes
Monthly
Condo
150
1,182,238
18
Female
79,987
Single
3
PhD
Employed
18.89414
Rural
Premium
null
2
691
5
2024-01-25 15:21:39.237118
Good
No
Rarely
Apartment
49
1,182,239
62
Female
482
Divorced
2
High School
null
38.805825
Urban
Premium
2
8
807
2
2022-02-24 15:21:39.134960
Good
Yes
Daily
Apartment
28
1,182,240
23
Male
9,787
Single
4
Master's
null
47.084491
Rural
Basic
0
17
695
7
2024-04-25 15:21:39.084065
Good
Yes
Rarely
House
985
1,182,241
59
Male
5,913
Married
4
Bachelor's
Employed
29.270525
Rural
Premium
null
13
654
5
2021-03-16 15:21:39.237118
Good
Yes
Monthly
House
832
1,182,242
22
Male
12,039
Single
null
PhD
null
24.957986
Urban
Comprehensive
null
5
831
3
2022-10-14 15:21:39.287115
Average
No
Monthly
House
20
1,182,243
35
Male
816
Single
1
Master's
null
null
Suburban
Comprehensive
1
19
744
3
2020-04-20 15:21:39.144722
Good
No
Daily
Condo
537
1,182,244
33
Female
1,134
Married
3
Master's
Self-Employed
null
Suburban
Comprehensive
null
10
null
2
2020-05-22 15:21:39.176717
Average
No
Rarely
Condo
688
1,182,245
34
Female
71,067
Divorced
1
Bachelor's
null
44.686688
Urban
Premium
2
16
451
7
2023-03-14 15:21:39.286113
Good
No
Monthly
Condo
3,714
1,182,246
45
Male
38,480
Married
4
Bachelor's
Unemployed
41.077199
Rural
Premium
1
6
704
2
2021-08-29 15:21:39.155231
Average
Yes
Weekly
Condo
715
1,182,247
23
Female
49,877
Married
2
Master's
Self-Employed
11.037151
Suburban
Basic
1
4
581
4
2022-01-11 15:21:39.237118
Average
Yes
Daily
Apartment
48
1,182,248
23
Male
79,827
Divorced
4
Master's
Unemployed
22.258039
Urban
Premium
3
13
440
6
2020-01-22 15:21:39.274993
null
Yes
Rarely
Condo
394
1,182,249
25
Male
5,038
Divorced
3
Bachelor's
null
46.928304
Urban
Premium
null
1
735
7
2023-04-15 15:21:39.288099
Good
No
Daily
Apartment
1,259
1,182,250
54
Male
71,037
Divorced
4
Bachelor's
Unemployed
23.034959
Rural
Premium
0
17
305
8
2019-12-09 15:21:39.256696
Poor
No
Weekly
House
111
1,182,251
29
Female
75,955
Divorced
4
Bachelor's
Employed
44.393579
Urban
Premium
null
5
710
5
2021-05-18 15:21:39.237118
Average
No
Daily
House
150
1,182,252
25
Male
71,078
Single
1
PhD
Unemployed
46.670024
Urban
Premium
0
11
372
8
2024-04-15 15:21:39.079128
Good
Yes
Daily
Apartment
828
1,182,253
42
Male
27,390
Married
4
PhD
Self-Employed
18.53435
Urban
Basic
1
19
793
3
2020-05-29 15:21:39.131192
Average
No
Rarely
House
4,212
1,182,254
53
Female
20,863
Divorced
4
High School
null
8.127524
Rural
Premium
1
5
405
4
2023-10-22 15:21:39.216387
Poor
Yes
Monthly
Condo
2,002
1,182,255
48
Female
51,926
Married
2
High School
null
22.068491
Urban
Basic
2
8
398
5
2023-05-06 15:21:39.092127
Average
Yes
Monthly
Condo
793
1,182,256
32
Female
28,561
Divorced
1
Master's
Unemployed
24.00648
Suburban
Basic
1
0
775
8
2022-12-25 15:21:39.134960
Average
Yes
Daily
House
452
1,182,257
58
Female
23,456
Married
1
PhD
Employed
14.721125
Suburban
Premium
1
14
695
2
2019-11-15 15:21:39.244069
Poor
Yes
Weekly
Apartment
1,159
1,182,258
26
Male
3,531
Single
0
High School
Self-Employed
19.635639
Urban
Comprehensive
0
11
368
3
2021-05-31 15:21:39.125660
Poor
No
Monthly
House
130
1,182,259
29
Female
8,253
Married
3
Master's
null
20.564453
Rural
Premium
2
9
628
7
2023-09-07 15:21:39.203442
Good
No
Rarely
Condo
129
1,182,260
39
Male
2,979
Single
0
High School
null
null
Rural
Comprehensive
1
10
441
6
2023-05-17 15:21:39.189223
Good
Yes
Daily
House
1,329
1,182,261
null
Male
null
Divorced
4
High School
null
39.294565
Urban
Comprehensive
2
16
null
5
2020-10-04 15:21:39.280784
Poor
Yes
Daily
Apartment
111
1,182,262
26
Male
3,852
Divorced
3
Master's
null
42.992749
Suburban
Comprehensive
2
9
515
9
2020-12-17 15:21:39.283783
null
Yes
Rarely
Apartment
548
1,182,263
47
Male
33,568
Single
4
Master's
Self-Employed
19.491015
Suburban
Basic
0
3
816
5
2022-07-20 15:21:39.170099
Good
No
Rarely
Apartment
532
1,182,264
58
Female
25,509
Single
3
Bachelor's
Unemployed
24.582436
Suburban
Premium
1
13
811
4
2022-12-20 15:21:39.097737
Average
Yes
Weekly
Apartment
928
1,182,265
27
Female
17,555
Divorced
1
High School
null
23.406777
Rural
Comprehensive
1
10
524
7
2022-07-17 15:21:39.134960
Good
No
Daily
Apartment
476
1,182,266
28
Female
8,709
Divorced
4
High School
Unemployed
47.890272
Suburban
Basic
0
9
703
8
2022-03-05 15:21:39.125660
Average
Yes
Daily
House
27
1,182,267
61
Male
37,311
Married
4
High School
Employed
13.058609
Suburban
Comprehensive
0
11
null
6
2024-03-05 15:21:39.098696
Good
Yes
Daily
House
806
1,182,268
25
Male
20,245
Single
1
Master's
Employed
null
Rural
Basic
null
14
598
9
2020-03-16 15:21:39.096739
Poor
No
Weekly
Apartment
683
1,182,269
40
Female
69,727
Married
1
PhD
Unemployed
19.049461
Suburban
Basic
null
3
null
9
2019-12-08 15:21:39.237118
Poor
No
Weekly
Condo
1,836
1,182,270
35
Male
55,438
Married
0
Bachelor's
Unemployed
18.955541
Rural
Basic
null
2
415
3
2022-11-23 15:21:39.288099
Average
No
Monthly
Condo
781
1,182,271
32
Female
43,700
null
0
Master's
Self-Employed
11.058722
Urban
Comprehensive
2
7
812
8
2021-04-11 15:21:39.134960
Good
No
Daily
Apartment
863
1,182,272
39
Female
7,334
Divorced
0
High School
Employed
45.878299
Urban
Comprehensive
null
9
690
9
2021-10-30 15:21:39.177724
Average
No
Daily
Apartment
1,369
1,182,273
61
Male
3,142
Married
3
PhD
null
14.586079
Urban
Comprehensive
1
2
831
7
2023-04-12 15:21:39.121169
Average
Yes
Monthly
House
2,188
1,182,274
45
Female
37,021
Divorced
1
High School
Self-Employed
26.630526
Urban
Comprehensive
0
3
553
4
2024-01-05 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,595
1,182,275
58
Male
7,184
Married
4
PhD
Self-Employed
25.188062
Rural
Comprehensive
1
9
null
6
2023-12-08 15:21:39.172097
Poor
Yes
Rarely
Condo
1,324
1,182,276
33
Female
80,640
Divorced
4
Master's
Unemployed
17.924162
Rural
Comprehensive
null
10
682
6
2020-06-07 15:21:39.106582
Average
Yes
Daily
Apartment
111
1,182,277
30
Female
14,071
Divorced
null
PhD
Self-Employed
23.906237
Suburban
Premium
1
8
488
9
2021-08-30 15:21:39.155231
Good
Yes
Rarely
Condo
781
1,182,278
62
Female
10,178
Single
null
PhD
null
13.97619
Suburban
Basic
1
2
531
3
2019-12-17 15:21:39.102694
Poor
No
Monthly
Condo
2,578
1,182,279
33
Male
30,643
Divorced
4
PhD
Unemployed
9.485615
Suburban
Premium
2
7
776
8
2024-07-12 15:21:39.208842
Poor
Yes
Weekly
Apartment
48
1,182,280
30
Female
5,544
Married
2
High School
Unemployed
24.965188
Suburban
Comprehensive
1
15
632
2
2023-07-17 15:21:39.204790
null
Yes
Rarely
Apartment
2,141
1,182,281
29
Female
12,984
Married
3
Bachelor's
null
32.687866
Urban
Comprehensive
0
13
710
3
2022-12-27 15:21:39.155231
Poor
Yes
Rarely
House
1,575
1,182,282
19
Female
15,861
Married
4
PhD
null
41.451335
Urban
Comprehensive
0
11
663
1
2023-04-10 15:21:39.218388
Poor
Yes
Monthly
Apartment
3,128
1,182,283
47
Male
13,431
Single
4
Master's
Self-Employed
44.456823
Urban
Premium
1
17
544
5
2021-01-14 15:21:39.189223
Poor
Yes
Rarely
Apartment
1,725
1,182,284
48
Female
62,791
Single
4
Master's
null
11.827778
Suburban
Basic
null
11
358
9
2024-03-25 15:21:39.184157
Poor
No
Weekly
Apartment
2,421
1,182,285
60
Male
56,801
Single
0
Master's
null
34.290891
Urban
Premium
null
9
394
7
2021-02-01 15:21:39.224915
Average
Yes
Monthly
Condo
1,616
1,182,286
50
Male
1,189
Divorced
3
PhD
Unemployed
22.35255
Rural
Basic
2
5
521
1
2023-05-03 15:21:39.206847
Good
No
Daily
Condo
2,589
1,182,287
53
Male
10,180
Married
1
High School
null
10.634663
Rural
Basic
null
18
null
6
2019-08-30 15:21:39.223390
Poor
No
Monthly
Apartment
1,391
1,182,288
24
Male
2,592
Single
1
Master's
Employed
18.924386
Suburban
Comprehensive
1
1
519
6
2021-03-26 15:21:39.118178
Average
Yes
Monthly
House
2,442
1,182,289
53
Female
36,301
Divorced
0
PhD
Employed
32.29454
Suburban
Basic
null
12
null
9
2021-01-30 15:21:39.105504
Poor
No
Weekly
Apartment
498
1,182,290
25
Female
8,685
Divorced
4
Master's
Employed
9.878157
Rural
Premium
0
11
624
8
2024-03-05 15:21:39.179186
Poor
Yes
Rarely
House
378
1,182,291
59
Female
null
Divorced
2
High School
null
20.939331
Rural
Comprehensive
1
12
395
4
2022-05-28 15:21:39.268507
Good
Yes
Daily
Apartment
799
1,182,292
43
Female
97,935
Married
3
Bachelor's
Self-Employed
31.293502
Rural
Comprehensive
null
1
459
9
2023-05-27 15:21:39.090124
Poor
Yes
Rarely
House
112
1,182,293
30
Female
49,434
Divorced
null
High School
Self-Employed
39.819255
Rural
Basic
null
19
428
3
2023-10-28 15:21:39.230483
Poor
Yes
Daily
House
1,044
1,182,294
60
Male
80,732
Single
0
PhD
null
4.178221
Rural
Premium
0
2
848
8
2021-10-26 15:21:39.143708
Good
No
Monthly
House
177
1,182,295
32
Male
45,610
Divorced
null
PhD
null
26.793824
Urban
Comprehensive
0
10
649
3
2021-06-07 15:21:39.149731
Good
Yes
Rarely
House
832
1,182,296
29
Male
93,319
Married
1
Master's
null
24.879185
Rural
Comprehensive
2
1
685
9
2023-10-28 15:21:39.274993
Good
Yes
Monthly
Condo
2,941
1,182,297
null
Male
33,132
null
3
High School
Self-Employed
20.1858
Urban
Comprehensive
null
12
614
6
2023-05-07 15:21:39.134960
Poor
No
Monthly
Condo
49
1,182,298
43
Male
107,762
Single
4
High School
null
22.078969
Suburban
Comprehensive
null
3
694
5
2019-08-17 15:21:39.270454
Average
Yes
Daily
Apartment
362
1,182,299
32
Male
69,061
Married
0
Master's
Unemployed
null
Suburban
Basic
2
18
694
7
2024-01-28 15:21:39.154008
Average
No
Weekly
Condo
977