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
23,200
34
Female
84,861
Married
0
PhD
null
11.428681
Rural
Comprehensive
0
5
479
5
2021-07-29 15:21:39.185215
null
Yes
Weekly
Apartment
609
23,201
47
Male
25,199
Married
1
High School
Employed
17.868208
Urban
Basic
3
14
null
4
2021-01-02 15:21:39.178918
Good
Yes
Monthly
Apartment
1,719
23,202
53
Male
17,293
Divorced
0
Bachelor's
Employed
null
Suburban
Comprehensive
null
1
691
3
2020-02-06 15:21:39.208842
Poor
Yes
Weekly
Condo
1,346
23,203
63
Female
116,895
Married
1
PhD
Self-Employed
34.856365
Urban
Comprehensive
1
9
354
9
2022-02-15 15:21:39.226954
Good
No
Rarely
Apartment
311
23,204
33
Female
40,154
Single
0
Master's
null
10.443631
Suburban
Premium
null
2
597
7
2020-03-01 15:21:39.155231
Average
Yes
Daily
Apartment
1,854
23,205
62
Female
9,084
Divorced
4
PhD
null
36.068642
Suburban
Comprehensive
0
10
713
5
2023-07-31 15:21:39.134960
Poor
Yes
Daily
Condo
788
23,206
31
Male
2,389
Married
1
High School
Unemployed
null
Rural
Basic
1
8
553
5
2022-07-30 15:21:39.248098
Average
No
Rarely
Apartment
938
23,207
null
Male
28,415
Married
0
PhD
Self-Employed
42.918106
Urban
Premium
0
5
836
8
2022-12-06 15:21:39.134960
Poor
No
Daily
Condo
1,294
23,208
31
Male
17,063
Single
1
Bachelor's
Self-Employed
27.007415
Suburban
Premium
0
9
719
9
2022-12-01 15:21:39.281787
Good
No
Rarely
Apartment
533
23,209
33
Male
24,188
Single
null
PhD
Self-Employed
39.3986
Suburban
Comprehensive
null
0
null
5
2023-03-20 15:21:39.144722
Good
Yes
Monthly
House
523
23,210
38
Female
6,442
Married
3
PhD
Unemployed
51.31207
Rural
Premium
1
19
null
9
2022-03-11 15:21:39.229482
null
No
Weekly
Apartment
2,011
23,211
62
Male
85,494
Married
2
Master's
null
11.676548
Rural
Basic
2
19
null
6
2022-02-17 15:21:39.187211
Good
No
Monthly
Condo
2,844
23,212
26
Female
33,113
Single
null
Master's
Self-Employed
36.892151
Urban
Premium
2
9
505
6
2019-11-24 15:21:39.155231
Poor
Yes
Monthly
House
1,314
23,213
23
Male
28,566
Single
4
PhD
Self-Employed
46.596581
Rural
Comprehensive
1
19
680
2
2021-04-15 15:21:39.084065
Average
No
Rarely
Apartment
656
23,214
48
Male
1,299
Single
null
PhD
Employed
30.420549
Rural
Basic
null
7
531
3
2019-08-22 15:21:39.205850
Good
Yes
Monthly
House
2,144
23,215
52
Female
18,280
Divorced
4
Bachelor's
Self-Employed
27.883028
Rural
Basic
0
12
null
1
2021-04-28 15:21:39.093681
Good
No
Monthly
Condo
2,474
23,216
60
Male
1,989
Married
1
High School
Unemployed
25.938669
Urban
Premium
1
11
829
5
2022-09-05 15:21:39.180553
Average
Yes
Monthly
Condo
404
23,217
64
Female
108,893
Divorced
4
PhD
Employed
19.058378
Urban
Basic
0
9
816
2
2024-05-06 15:21:39.164044
Good
No
Weekly
Apartment
180
23,218
28
Male
9,073
Married
4
Master's
null
31.945822
Suburban
Basic
null
10
652
2
2023-12-11 15:21:39.237118
Poor
Yes
Monthly
House
1,140
23,219
24
Female
132,965
Divorced
0
High School
Self-Employed
11.065693
Rural
Basic
1
16
456
7
2023-06-17 15:21:39.155231
Good
Yes
Weekly
Apartment
835
23,220
23
Female
67,904
Single
0
Bachelor's
Unemployed
37.998735
Rural
Basic
null
14
381
3
2023-01-17 15:21:39.134960
Average
Yes
Weekly
House
1,030
23,221
47
Male
17,124
Single
2
High School
Self-Employed
13.18584
Rural
Premium
2
17
693
6
2022-02-03 15:21:39.231531
Good
No
Monthly
Apartment
693
23,222
24
Male
17,347
Divorced
3
Bachelor's
Unemployed
30.63765
Suburban
Basic
0
7
473
5
2020-05-01 15:21:39.134960
null
Yes
Monthly
Apartment
849
23,223
19
Female
5,942
Married
4
High School
Employed
25.176665
Suburban
Comprehensive
1
19
629
9
2024-04-04 15:21:39.188220
Poor
No
Monthly
Apartment
3,473
23,224
40
Male
10,063
Single
0
PhD
null
29.827561
Suburban
Premium
0
12
581
2
2020-04-20 15:21:39.210805
Average
No
Daily
Apartment
798
23,225
60
Female
43,432
Divorced
0
High School
null
11.076448
Suburban
Comprehensive
null
19
575
9
2022-11-04 15:21:39.134960
Average
No
Monthly
Condo
49
23,226
37
Female
61,897
Divorced
3
Master's
Employed
16.73937
Urban
Comprehensive
0
14
365
5
2023-03-17 15:21:39.289099
Good
Yes
Weekly
Apartment
776
23,227
57
Male
16,623
Single
1
Bachelor's
null
35.11872
Rural
Comprehensive
1
14
664
7
2023-12-12 15:21:39.261856
Average
No
Weekly
House
1,521
23,228
29
Male
11,508
Divorced
4
PhD
null
34.566374
Rural
Premium
null
19
758
9
2022-06-18 15:21:39.181605
Good
No
Weekly
Apartment
1,072
23,229
64
Female
9,058
Divorced
1
PhD
Employed
11.485763
Urban
Premium
null
18
835
2
2024-06-01 15:21:39.122134
Good
No
Monthly
Condo
397
23,230
64
Male
38,429
Single
1
High School
null
16.690571
Suburban
Premium
1
3
767
3
2023-03-27 15:21:39.183598
Poor
Yes
Rarely
Apartment
773
23,231
39
Male
18,391
Single
3
High School
null
18.868779
Urban
Comprehensive
null
18
null
4
2021-09-13 15:21:39.228521
Average
No
Rarely
Apartment
196
23,232
35
Male
27,299
Single
0
Bachelor's
null
19.926001
Rural
Comprehensive
null
17
702
8
2022-01-24 15:21:39.199447
Average
Yes
Monthly
Apartment
1,354
23,233
55
Female
30,377
Married
1
High School
Self-Employed
13.008213
Suburban
Basic
0
8
400
5
2020-01-18 15:21:39.205850
Good
Yes
Rarely
Apartment
1,536
23,234
18
Male
null
Divorced
2
PhD
Unemployed
30.947495
Rural
Premium
null
2
729
4
2020-12-26 15:21:39.219432
Good
Yes
Monthly
Condo
365
23,235
19
Male
44,333
Single
4
Master's
Self-Employed
30.542192
Suburban
Premium
1
7
731
7
2020-01-30 15:21:39.134960
Average
Yes
Rarely
House
725
23,236
53
Female
14,891
Single
3
PhD
null
22.918262
Suburban
Comprehensive
1
11
582
6
2020-07-02 15:21:39.084065
Average
No
Weekly
House
1,636
23,237
34
Female
91,332
Married
4
Bachelor's
Self-Employed
45.351122
Suburban
Comprehensive
1
14
533
8
2022-12-27 15:21:39.213373
null
No
Monthly
Condo
264
23,238
34
Female
9,784
Single
3
PhD
Self-Employed
40.266425
Suburban
Basic
1
14
636
8
2023-07-30 15:21:39.095696
Average
Yes
Rarely
Apartment
942
23,239
40
Female
6,884
Married
1
High School
Employed
17.846194
Urban
Comprehensive
0
1
575
2
2020-12-16 15:21:39.092127
Average
No
Weekly
Condo
1,962
23,240
32
Female
21,284
Divorced
3
Master's
Employed
6.28877
Rural
Comprehensive
0
2
785
8
2022-05-25 15:21:39.106582
Average
Yes
Rarely
House
316
23,241
54
Male
45,410
Single
4
Bachelor's
Employed
30.494789
Urban
Comprehensive
0
12
771
8
2021-10-30 15:21:39.082499
Average
Yes
Weekly
Condo
1,369
23,242
36
Female
45,761
Married
null
Bachelor's
null
14.724353
Suburban
Comprehensive
0
7
302
2
2020-12-03 15:21:39.092127
Average
No
Daily
Condo
702
23,243
47
Female
40,357
Married
1
Bachelor's
Employed
38.813738
Rural
Comprehensive
2
0
null
2
2020-07-09 15:21:39.093681
Poor
No
Rarely
Condo
916
23,244
34
Female
20,996
Married
null
Master's
Unemployed
22.948421
Suburban
Basic
3
0
759
9
2020-11-13 15:21:39.079128
Good
Yes
Weekly
House
1,217
23,245
27
Female
24,962
Single
3
High School
null
10.664228
Urban
Comprehensive
0
1
603
2
2023-06-22 15:21:39.236064
Good
No
Rarely
Apartment
543
23,246
46
Female
11,912
Divorced
1
Bachelor's
Self-Employed
13.181737
Rural
Comprehensive
null
12
586
7
2021-03-25 15:21:39.286113
Poor
Yes
Rarely
House
3,027
23,247
51
Male
35,347
Divorced
2
High School
Employed
24.867963
Rural
Comprehensive
0
0
445
6
2020-10-28 15:21:39.184157
Good
No
Weekly
House
1,871
23,248
56
Female
1,385
Divorced
0
PhD
Unemployed
48.89042
Rural
Basic
3
2
799
2
2023-07-07 15:21:39.260856
null
Yes
Monthly
Condo
2,369
23,249
53
Female
22,215
Divorced
3
Master's
Unemployed
8.61394
Suburban
Premium
null
3
748
2
2021-05-04 15:21:39.210805
Good
No
Rarely
Apartment
809
23,250
44
Male
14,069
Single
0
Master's
Employed
11.440086
Suburban
Comprehensive
0
10
581
3
2023-11-09 15:21:39.166062
Good
No
Weekly
House
184
23,251
39
Male
7,580
Divorced
2
High School
Self-Employed
49.559786
Suburban
Basic
1
7
483
8
2019-12-16 15:21:39.126661
Average
Yes
Monthly
House
65
23,252
18
Female
21,403
Married
0
PhD
Employed
35.276491
Suburban
Comprehensive
1
7
341
8
2021-03-25 15:21:39.222387
Average
Yes
Rarely
Condo
604
23,253
18
Female
70,192
Divorced
4
High School
null
15.998616
Urban
Comprehensive
2
9
458
2
2021-07-04 15:21:39.271453
Poor
No
Rarely
Apartment
1,359
23,254
37
Female
null
Single
0
Master's
Self-Employed
17.955776
Suburban
Basic
0
13
359
6
2022-08-13 15:21:39.226954
Average
No
Daily
House
1,193
23,255
36
Male
75,894
Divorced
4
Master's
Unemployed
33.002888
Urban
Premium
0
0
357
7
2021-05-09 15:21:39.086123
null
No
Weekly
House
2,859
23,256
30
Male
15,685
Divorced
2
Bachelor's
Unemployed
31.918269
Suburban
Premium
2
1
362
6
2022-08-09 15:21:39.124659
Good
No
Daily
Apartment
1,579
23,257
25
Female
12,414
Divorced
0
PhD
Self-Employed
4.442993
Rural
Basic
null
14
775
6
2021-08-11 15:21:39.213373
Average
No
Daily
House
498
23,258
null
Male
14,094
Single
2
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
16
704
2
2021-06-05 15:21:39.092127
Average
Yes
Rarely
Apartment
1,313
23,259
18
Female
43,762
Married
null
Master's
Self-Employed
28.91837
Urban
Premium
1
3
725
8
2020-03-26 15:21:39.237118
Good
Yes
Monthly
House
533
23,260
26
Female
147,791
Married
3
Bachelor's
Unemployed
14.659767
Suburban
Basic
1
15
308
5
2021-04-19 15:21:39.186212
Poor
No
Rarely
Apartment
474
23,261
23
Female
18,759
Divorced
0
Master's
Employed
null
Suburban
Basic
1
12
494
3
2020-11-04 15:21:39.226954
Poor
Yes
Rarely
Apartment
1,858
23,262
28
Male
9,430
Divorced
3
High School
null
17.976205
Rural
Comprehensive
0
15
818
2
2021-12-12 15:21:39.175719
Good
No
Weekly
House
1,244
23,263
54
Female
1,277
Single
1
PhD
null
6.994673
Urban
Basic
3
1
798
4
2020-04-03 15:21:39.289099
Poor
Yes
Daily
Condo
1,821
23,264
56
Male
5,947
Single
0
PhD
Unemployed
27.439849
Suburban
Comprehensive
null
8
841
5
2019-08-19 15:21:39.143708
Poor
Yes
Daily
Condo
481
23,265
64
Female
5,766
Single
1
Bachelor's
null
40.627024
Suburban
Premium
0
12
616
6
2022-07-21 15:21:39.189223
Average
Yes
Weekly
Condo
1,317
23,266
30
Female
2,308
Married
4
Master's
Employed
20.235546
Urban
Premium
0
1
683
7
2022-03-30 15:21:39.237118
Poor
Yes
Weekly
Apartment
320
23,267
21
Female
11,286
Divorced
2
Bachelor's
Employed
23.777502
Suburban
Basic
2
10
391
4
2024-03-10 15:21:39.279729
null
Yes
Monthly
House
669
23,268
30
Female
null
Married
3
High School
Self-Employed
24.834409
Rural
Comprehensive
0
0
380
9
2022-07-07 15:21:39.150730
Poor
No
Daily
House
2,121
23,269
36
Male
18,833
Married
0
Master's
null
20.099743
Rural
Comprehensive
4
16
471
4
2022-05-27 15:21:39.132191
Average
No
Rarely
Condo
539
23,270
36
Female
8,891
Single
2
High School
Employed
23.236936
Suburban
Premium
2
16
641
3
2022-04-09 15:21:39.264504
Good
No
Monthly
House
732
23,271
24
Female
24,107
Divorced
4
High School
Unemployed
13.929544
Suburban
Basic
null
18
341
3
2021-12-19 15:21:39.155231
Poor
Yes
Monthly
Condo
2,484
23,272
33
Male
36,454
Single
4
Bachelor's
Unemployed
19.351511
Rural
Basic
null
12
725
3
2020-08-24 15:21:39.191219
Average
No
Daily
Condo
1,456
23,273
31
Female
null
Single
4
High School
Self-Employed
24.867652
Rural
Basic
null
11
535
1
2023-01-16 15:21:39.256696
Average
Yes
Rarely
Condo
276
23,274
42
Male
24,897
Single
2
Master's
null
31.848992
Suburban
Premium
1
13
576
2
2021-06-04 15:21:39.155231
Average
No
Monthly
Apartment
775
23,275
61
Female
966
Divorced
1
High School
Self-Employed
9.445548
Urban
Comprehensive
2
7
756
3
2022-01-23 15:21:39.146733
null
Yes
Daily
Condo
1,620
23,276
62
Male
25,856
Single
2
Master's
null
16.231527
Urban
Comprehensive
2
9
821
5
2024-01-31 15:21:39.155231
Average
No
Monthly
House
215
23,277
29
Male
612
Divorced
4
Master's
Employed
26.967193
Rural
Basic
1
11
638
6
2022-09-26 15:21:39.173834
Poor
No
Rarely
House
2,579
23,278
18
Female
114,734
Single
null
Master's
Employed
25.903191
Suburban
Basic
0
4
449
3
2020-08-30 15:21:39.085129
Average
Yes
Monthly
Apartment
872
23,279
56
Male
829
Single
2
High School
Unemployed
45.854145
Rural
Comprehensive
2
5
null
7
2023-12-04 15:21:39.148733
Poor
Yes
Rarely
Apartment
1,838
23,280
43
Male
15,229
Divorced
3
Bachelor's
Employed
12.813545
Suburban
Comprehensive
null
1
439
8
2024-06-20 15:21:39.288099
Good
No
Rarely
Condo
2,084
23,281
47
Male
5,933
Divorced
0
Bachelor's
Self-Employed
null
Urban
Basic
2
1
724
6
2023-07-21 15:21:39.206847
Average
No
Daily
Condo
1,584
23,282
41
Male
4,728
Married
3
High School
null
47.718929
Suburban
Comprehensive
1
15
665
3
2024-07-14 15:21:39.084065
Poor
No
Monthly
House
268
23,283
57
Female
6,073
Divorced
2
PhD
Self-Employed
27.247936
Rural
Basic
0
8
705
1
2023-09-18 15:21:39.251142
Average
Yes
Weekly
Condo
629
23,284
61
Male
1,260
Married
2
High School
Employed
13.956729
Urban
Basic
2
14
565
4
2019-12-20 15:21:39.092127
Poor
No
Monthly
Apartment
855
23,285
23
Male
39,076
Married
4
PhD
Unemployed
39.567221
Urban
Basic
3
13
null
9
2023-11-10 15:21:39.237118
Poor
Yes
Rarely
Condo
49
23,286
36
Male
1,457
Married
2
High School
Unemployed
null
Rural
Basic
2
11
593
6
2022-06-17 15:21:39.079128
Good
No
Daily
Apartment
1,104
23,287
24
Male
6,566
Married
1
Master's
null
24.091335
Urban
Comprehensive
0
9
849
5
2020-11-28 15:21:39.090124
Average
No
Monthly
Condo
1,009
23,288
24
Male
8,098
Married
4
Bachelor's
Employed
12.912755
Urban
Premium
null
1
773
5
2020-12-03 15:21:39.226954
Poor
Yes
Monthly
House
29
23,289
49
Female
107,311
Single
4
Bachelor's
null
22.292943
Rural
Comprehensive
0
13
441
6
2020-06-16 15:21:39.194829
Average
Yes
Weekly
House
687
23,290
26
Male
9,809
Married
3
Bachelor's
Self-Employed
32.084558
Urban
Premium
2
3
588
3
2024-03-23 15:21:39.169102
Poor
No
Monthly
House
1,348
23,291
38
Female
24,991
Single
3
PhD
null
5.895955
Rural
Basic
0
8
301
8
2023-02-18 15:21:39.215386
Good
Yes
Monthly
House
801
23,292
47
Female
109,811
Divorced
3
Master's
null
10.694905
Rural
Comprehensive
2
18
308
3
2024-02-17 15:21:39.290098
Poor
No
Daily
Apartment
526
23,293
59
Female
3,568
Married
0
PhD
null
29.682614
Rural
Premium
1
18
492
4
2023-01-18 15:21:39.193945
Poor
Yes
Rarely
House
1,236
23,294
null
Male
27,281
Divorced
null
PhD
null
45.460869
Rural
Premium
1
3
465
5
2023-04-05 15:21:39.134960
Good
No
Weekly
Apartment
683
23,295
47
Female
45,161
Single
0
Bachelor's
Self-Employed
27.099057
Suburban
Premium
0
2
697
3
2022-09-26 15:21:39.252145
Poor
No
Rarely
House
1,055
23,296
23
Male
1,713
Married
1
Bachelor's
null
12.936273
Urban
Basic
1
17
null
5
2020-03-24 15:21:39.134960
Poor
Yes
Daily
House
262
23,297
52
Male
5,776
Married
4
Bachelor's
Unemployed
29.529865
Rural
Premium
3
2
486
9
2022-05-18 15:21:39.176717
Poor
No
Rarely
Apartment
1,043
23,298
52
Male
45,908
Divorced
3
Master's
Self-Employed
18.62372
Suburban
Premium
0
1
610
3
2023-11-06 15:21:39.166062
Average
No
Daily
Condo
887
23,299
61
Male
27,674
Divorced
4
PhD
Unemployed
16.611372
Urban
Basic
4
19
530
4
2020-03-18 15:21:39.214388
Poor
No
Daily
Condo
456