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
34,200
52
Female
66,499
Married
null
Master's
null
null
Rural
Comprehensive
1
19
501
8
2022-05-17 15:21:39.254678
Average
Yes
Rarely
House
1,308
34,201
63
Female
43,882
Single
1
High School
Unemployed
42.09309
Urban
Basic
null
15
540
7
2020-06-23 15:21:39.176717
Poor
Yes
Daily
House
696
34,202
48
Male
65,792
Single
1
Bachelor's
Unemployed
38.065799
Rural
Premium
null
4
591
5
2024-07-21 15:21:39.101733
Poor
No
Rarely
House
168
34,203
41
Male
40,217
Single
1
High School
null
8.619269
Urban
Comprehensive
null
9
631
4
2020-04-30 15:21:39.091080
Average
Yes
Daily
House
474
34,204
55
Female
null
Divorced
1
High School
Unemployed
29.595951
Suburban
Basic
0
16
706
5
2020-03-13 15:21:39.180553
Poor
Yes
Monthly
House
119
34,205
19
Female
60,021
Married
0
Bachelor's
null
27.569674
Urban
Basic
0
5
null
5
2021-12-03 15:21:39.134960
Good
No
Rarely
House
100
34,206
59
Male
9,076
Single
3
PhD
Employed
35.722675
Rural
Comprehensive
1
14
488
1
2023-08-25 15:21:39.155231
Good
No
Weekly
Condo
1,236
34,207
37
Male
null
Single
4
PhD
null
29.924212
Rural
Comprehensive
1
13
433
4
2023-07-11 15:21:39.237118
Good
Yes
Monthly
Apartment
767
34,208
61
Male
17,582
Divorced
4
Master's
Self-Employed
29.009921
Suburban
Comprehensive
0
4
460
1
2023-08-21 15:21:39.130190
Poor
No
Monthly
Condo
101
34,209
64
Female
30,629
Divorced
3
PhD
null
20.757215
Rural
Premium
0
11
652
7
2020-01-27 15:21:39.173834
Average
Yes
Weekly
House
774
34,210
30
Female
65,294
Divorced
1
High School
Unemployed
35.53652
Urban
Comprehensive
1
1
706
5
2022-07-20 15:21:39.252145
null
No
Daily
House
249
34,211
40
Male
2,541
Married
0
Bachelor's
null
15.927285
Suburban
Basic
3
17
446
1
2024-02-17 15:21:39.274993
Poor
No
Monthly
Condo
649
34,212
57
Male
23,146
Single
4
High School
Employed
7.357963
Suburban
Premium
0
5
605
1
2022-03-01 15:21:39.221386
Good
No
Weekly
Apartment
531
34,213
39
Male
null
Divorced
0
Master's
null
null
Urban
Premium
0
9
694
6
2023-10-14 15:21:39.181605
Average
Yes
Monthly
Apartment
391
34,214
61
Male
54,573
Divorced
1
Bachelor's
Unemployed
49.638176
Urban
Premium
1
15
474
7
2020-01-13 15:21:39.192212
null
No
Daily
Apartment
668
34,215
55
Male
26,889
Single
3
Master's
null
null
Urban
Comprehensive
1
7
782
6
2021-05-30 15:21:39.090124
Poor
Yes
Rarely
House
549
34,216
64
Male
34,181
Married
1
High School
null
21.824452
Rural
Comprehensive
null
17
735
5
2024-03-09 15:21:39.208842
Average
Yes
Daily
Apartment
447
34,217
62
Male
25,193
Married
3
Bachelor's
null
16.538599
Rural
Premium
0
19
644
9
2023-07-12 15:21:39.264504
Average
No
Monthly
House
1,607
34,218
23
Male
1,258
Divorced
2
Bachelor's
Unemployed
34.701549
Rural
Premium
0
5
466
6
2022-04-26 15:21:39.245086
Good
Yes
Rarely
House
744
34,219
58
Male
null
Divorced
1
Bachelor's
null
26.878693
Urban
Premium
3
15
532
9
2021-06-27 15:21:39.193769
Good
No
Monthly
Condo
1,943
34,220
56
Male
3,911
Divorced
4
Bachelor's
Self-Employed
24.276446
Urban
Premium
null
4
485
6
2024-01-25 15:21:39.250151
Poor
Yes
Weekly
House
748
34,221
24
Male
36,557
Divorced
3
PhD
Employed
32.674919
Urban
Premium
2
13
679
1
2021-04-02 15:21:39.134960
Average
No
Weekly
Condo
649
34,222
37
Male
43,893
Single
1
High School
null
16.683616
Suburban
Basic
0
1
592
6
2020-11-29 15:21:39.260856
Average
No
Daily
House
1,502
34,223
32
Male
35,725
Married
1
Bachelor's
null
28.184918
Suburban
Premium
2
12
793
4
2021-04-04 15:21:39.178918
Poor
Yes
Monthly
Apartment
517
34,224
19
Male
25,551
Married
4
Bachelor's
Employed
49.523421
Urban
Basic
3
3
null
3
2024-01-28 15:21:39.155231
Average
No
Monthly
Condo
566
34,225
48
Female
null
Single
4
PhD
null
35.120639
Suburban
Comprehensive
1
0
314
7
2020-07-18 15:21:39.155231
Poor
No
Rarely
Condo
27
34,226
59
Female
8,073
Divorced
2
Master's
Unemployed
22.598976
Urban
Premium
2
1
null
9
2022-02-27 15:21:39.134960
Good
Yes
Daily
Condo
857
34,227
48
Male
4,522
Divorced
0
Master's
Self-Employed
26.991517
Urban
Comprehensive
null
3
474
1
2023-04-24 15:21:39.237118
Average
Yes
Monthly
House
910
34,228
32
Female
63,935
Single
2
Master's
null
30.638332
Suburban
Basic
null
17
685
6
2020-12-05 15:21:39.191219
Average
No
Rarely
House
115
34,229
44
Female
14,897
Divorced
1
Bachelor's
null
27.416943
Suburban
Premium
3
10
447
1
2020-02-08 15:21:39.185215
Good
Yes
Weekly
House
1,209
34,230
57
Male
32,110
Divorced
2
Master's
Unemployed
26.57785
Rural
Comprehensive
1
6
594
1
2023-07-07 15:21:39.084065
Good
No
Rarely
Condo
755
34,231
37
Female
41,721
Married
0
High School
Unemployed
36.720111
Rural
Premium
null
6
376
5
2023-09-23 15:21:39.259788
Good
Yes
Monthly
Condo
747
34,232
61
Female
129,961
Married
4
PhD
Employed
51.93878
Rural
Premium
null
5
798
7
2023-07-12 15:21:39.246098
Average
No
Daily
Condo
1,069
34,233
52
Male
11,973
Divorced
0
PhD
null
null
Urban
Basic
null
19
772
6
2022-09-27 15:21:39.172097
Good
Yes
Weekly
House
24
34,234
33
Male
17,076
Married
1
Master's
null
13.244483
Suburban
Premium
null
11
774
3
2021-09-15 15:21:39.237118
null
No
Daily
Condo
709
34,235
63
Male
1,793
Single
3
PhD
Employed
5.947345
Urban
Comprehensive
0
13
434
9
2019-11-06 15:21:39.166062
Poor
Yes
Weekly
Condo
1,115
34,236
62
Female
56,847
Married
1
Master's
Self-Employed
13.585842
Suburban
Basic
2
7
624
8
2024-08-11 15:21:39.134960
Poor
Yes
Rarely
Condo
2,837
34,237
36
Male
40,895
Married
1
Bachelor's
Employed
7.663769
Rural
Comprehensive
0
3
614
9
2020-10-23 15:21:39.089116
Poor
No
Daily
House
1,003
34,238
45
Female
56,706
Married
4
Master's
null
12.845793
Suburban
Basic
2
14
436
3
2022-11-16 15:21:39.143708
null
No
Rarely
Condo
55
34,239
36
Male
5,542
Divorced
4
High School
Self-Employed
20.482586
Rural
Basic
2
3
658
6
2019-10-09 15:21:39.155231
Poor
Yes
Monthly
Condo
431
34,240
46
Female
51,106
Single
0
Master's
Employed
28.935586
Rural
Premium
1
5
430
7
2020-04-20 15:21:39.134960
Average
Yes
Daily
Condo
953
34,241
53
Male
62,298
Divorced
null
PhD
Self-Employed
38.326527
Urban
Basic
1
2
477
2
2021-08-30 15:21:39.086123
Average
No
Rarely
Apartment
2,526
34,242
48
Female
12,303
Divorced
0
PhD
Self-Employed
17.076652
Urban
Premium
0
14
657
3
2019-12-06 15:21:39.080440
Poor
Yes
Rarely
Condo
497
34,243
32
Male
7,093
Married
4
Bachelor's
null
12.44108
Suburban
Premium
null
11
744
4
2020-09-02 15:21:39.134960
Average
No
Rarely
Apartment
1,175
34,244
58
Male
61,556
Divorced
4
Bachelor's
null
3.854644
Rural
Basic
1
18
381
5
2023-12-13 15:21:39.251142
null
No
Weekly
Apartment
835
34,245
53
Male
40,694
Single
2
Bachelor's
Unemployed
5.993441
Urban
Basic
1
2
545
1
2024-01-05 15:21:39.102694
Good
Yes
Rarely
Apartment
1,058
34,246
42
Female
6,058
Married
3
Master's
null
28.51255
Rural
Premium
0
10
595
5
2020-01-30 15:21:39.263607
Average
No
Monthly
Condo
1,678
34,247
33
Female
15,893
Divorced
null
PhD
null
49.91723
Urban
Comprehensive
null
15
534
2
2023-07-26 15:21:39.125660
Average
Yes
Daily
Condo
1,851
34,248
26
Male
81,559
Divorced
1
PhD
Employed
31.964197
Rural
Basic
2
7
766
7
2022-09-02 15:21:39.087123
null
No
Rarely
Apartment
3,262
34,249
26
Male
63,396
Married
1
Master's
Self-Employed
51.81874
Suburban
Comprehensive
0
12
744
4
2019-09-08 15:21:39.155231
Good
Yes
Daily
Apartment
612
34,250
60
Female
56,611
Single
1
Bachelor's
Unemployed
45.004097
Rural
Premium
3
12
489
7
2022-06-21 15:21:39.237118
Average
Yes
Weekly
Condo
1,055
34,251
34
Female
16,952
Divorced
3
Master's
Employed
36.64228
Urban
Premium
0
10
510
7
2024-05-08 15:21:39.289099
Poor
Yes
Monthly
Condo
3,265
34,252
31
Male
108,889
Married
1
Master's
Employed
48.9171
Rural
Comprehensive
null
4
711
8
2020-04-13 15:21:39.289099
Poor
No
Weekly
Apartment
365
34,253
43
Male
90,016
Married
null
PhD
Unemployed
38.937601
Urban
Premium
null
14
365
3
2023-02-15 15:21:39.172097
Average
Yes
Monthly
Condo
51
34,254
39
Male
9,728
Married
null
Master's
null
21.358925
Urban
Comprehensive
1
9
672
3
2022-11-13 15:21:39.261856
Poor
Yes
Rarely
Apartment
1,435
34,255
61
Male
74,426
Divorced
1
PhD
null
20.956902
Rural
Comprehensive
1
17
590
4
2021-04-25 15:21:39.134960
Good
Yes
Monthly
Apartment
119
34,256
46
Male
17,053
Married
1
High School
null
22.867494
Rural
Premium
null
2
496
8
2023-05-04 15:21:39.155231
Average
No
Daily
Condo
1,160
34,257
22
Male
26,961
Single
0
Bachelor's
null
22.829432
Rural
Premium
null
9
832
1
2023-03-13 15:21:39.134960
Average
No
Rarely
Condo
1,149
34,258
22
Male
83,332
Divorced
0
High School
Unemployed
22.144794
Suburban
Comprehensive
0
9
null
9
2024-05-11 15:21:39.134960
Average
No
Monthly
Condo
394
34,259
46
Male
1,755
Single
1
Bachelor's
null
20.918365
Urban
Basic
1
12
474
9
2023-02-21 15:21:39.252145
Average
No
Rarely
Condo
1,854
34,260
20
Female
120,858
Married
3
High School
Unemployed
7.285866
Suburban
Premium
1
13
310
4
2021-12-29 15:21:39.096739
Poor
Yes
Rarely
House
2,137
34,261
46
Male
23,897
Married
0
Master's
null
44.722742
Urban
Comprehensive
0
8
803
6
2023-07-15 15:21:39.171102
Average
No
Daily
Apartment
943
34,262
18
Male
63,750
Divorced
null
Bachelor's
Unemployed
null
Urban
Comprehensive
1
9
381
7
2020-06-28 15:21:39.228521
Poor
Yes
Weekly
Condo
454
34,263
42
Female
29,087
Divorced
4
Master's
null
11.684025
Rural
Basic
1
9
728
8
2023-01-22 15:21:39.096739
Average
Yes
Rarely
House
586
34,264
33
Female
15,107
Single
3
PhD
null
41.839391
Rural
Premium
1
19
null
3
2023-03-01 15:21:39.155231
Average
Yes
Monthly
Condo
635
34,265
24
Female
5,262
Married
0
Master's
Self-Employed
21.242265
Urban
Basic
null
11
712
1
2020-10-04 15:21:39.134960
Good
No
Weekly
Condo
1,060
34,266
23
Female
34,390
Divorced
3
High School
Unemployed
9.981239
Suburban
Comprehensive
2
10
591
9
2023-07-02 15:21:39.155231
Good
Yes
Monthly
Condo
3,034
34,267
50
Male
60,473
Single
2
PhD
Self-Employed
12.582044
Urban
Premium
null
0
339
7
2021-05-26 15:21:39.176717
null
No
Monthly
House
2,371
34,268
31
Male
6,937
Married
3
PhD
Self-Employed
31.819197
Urban
Basic
null
0
646
1
2023-02-18 15:21:39.290098
Good
Yes
Monthly
Condo
589
34,269
27
Female
11,295
Married
4
PhD
null
22.719252
Rural
Basic
1
5
759
2
2022-11-04 15:21:39.173834
Poor
No
Monthly
House
962
34,270
57
Female
1,037
Married
3
Bachelor's
Unemployed
27.07196
Rural
Basic
null
10
581
2
2019-11-24 15:21:39.226954
Average
Yes
Weekly
Condo
1,864
34,271
48
Male
27,961
Single
0
High School
null
25.380187
Rural
Premium
0
12
614
5
2024-02-04 15:21:39.192212
Poor
Yes
Monthly
House
1,717
34,272
47
Female
8,054
Married
4
Bachelor's
Self-Employed
9.938368
Rural
Premium
null
15
null
5
2024-05-16 15:21:39.098696
Average
No
Rarely
Apartment
583
34,273
32
Male
17,094
Single
2
Bachelor's
Unemployed
27.589715
Urban
Comprehensive
null
10
656
8
2020-04-21 15:21:39.220389
Poor
No
Monthly
Condo
805
34,274
59
Male
8,982
Divorced
1
Bachelor's
Self-Employed
28.913261
Suburban
Premium
0
11
null
6
2023-06-07 15:21:39.105504
Poor
No
Rarely
Apartment
725
34,275
64
Male
81,050
Single
2
PhD
null
21.339424
Urban
Premium
1
3
481
2
2021-05-10 15:21:39.172097
Good
Yes
Monthly
Condo
2,627
34,276
27
Female
24,299
Single
1
PhD
Self-Employed
32.637973
Rural
Premium
2
18
690
1
2023-05-12 15:21:39.134960
Poor
No
Weekly
Apartment
722
34,277
23
Female
28,982
Divorced
0
Bachelor's
null
23.726957
Urban
Premium
null
8
586
2
2023-09-04 15:21:39.166062
Poor
No
Daily
House
1,216
34,278
18
Male
2,820
Divorced
4
High School
Unemployed
32.813983
Urban
Premium
1
8
621
7
2020-08-24 15:21:39.245086
Good
Yes
Weekly
Apartment
2,586
34,279
27
Male
55,675
Single
3
PhD
Unemployed
26.843104
Urban
Basic
3
4
728
8
2020-09-24 15:21:39.255696
null
No
Monthly
Apartment
483
34,280
49
Male
25,170
Married
3
High School
Self-Employed
5.634216
Suburban
Basic
2
5
800
9
2023-03-11 15:21:39.268507
null
Yes
Weekly
Apartment
977
34,281
42
Female
28,399
Divorced
0
Bachelor's
Unemployed
23.439849
Rural
Premium
0
10
772
9
2023-07-02 15:21:39.176717
Average
Yes
Weekly
House
2,144
34,282
60
Female
1,510
Single
2
Bachelor's
null
16.227527
Rural
Basic
0
13
377
3
2020-02-08 15:21:39.237118
Average
No
Weekly
Condo
785
34,283
44
Female
26,754
Married
null
Bachelor's
null
47.939704
Suburban
Basic
1
10
802
9
2020-02-27 15:21:39.121169
Good
No
Weekly
House
1,301
34,284
48
Male
7,091
Single
3
Master's
null
36.739473
Suburban
Comprehensive
null
8
781
1
2020-04-25 15:21:39.096739
Poor
No
Weekly
Condo
557
34,285
48
Male
54,426
Divorced
0
PhD
Self-Employed
5.180149
Rural
Comprehensive
0
5
351
1
2020-03-25 15:21:39.283783
Average
No
Rarely
Condo
351
34,286
39
Female
61,860
Single
2
Master's
Employed
50.965322
Suburban
Comprehensive
1
9
756
9
2022-07-30 15:21:39.274993
Poor
Yes
Daily
Condo
3,103
34,287
40
Male
5,570
Single
null
PhD
Self-Employed
29.869425
Rural
Comprehensive
0
12
null
4
2022-06-23 15:21:39.087123
Average
No
Rarely
Apartment
49
34,288
29
Male
27,463
Divorced
null
Bachelor's
Employed
22.881112
Rural
Premium
0
13
821
3
2024-03-04 15:21:39.263607
Good
No
Daily
Apartment
25
34,289
63
Male
38,981
Divorced
3
Bachelor's
Unemployed
29.451983
Suburban
Comprehensive
2
18
null
1
2024-07-04 15:21:39.174719
Average
No
Monthly
Apartment
799
34,290
54
Male
27,897
Married
1
PhD
Self-Employed
48.948227
Urban
Comprehensive
0
16
580
7
2021-03-29 15:21:39.151732
Good
No
Monthly
Condo
893
34,291
38
Female
4,636
Married
0
High School
Employed
18.823894
Rural
Basic
0
12
476
8
2020-08-30 15:21:39.134960
Good
Yes
Weekly
Condo
2,397
34,292
47
Female
17,175
Divorced
null
PhD
Employed
null
Suburban
Comprehensive
null
2
491
9
2021-05-09 15:21:39.237118
Poor
Yes
Monthly
House
1,257
34,293
57
Male
1,016
Married
0
Master's
null
13.285907
Urban
Comprehensive
1
0
736
1
2024-04-26 15:21:39.288099
Average
No
Monthly
Apartment
2,397
34,294
56
Female
19,088
Divorced
3
Master's
Self-Employed
37.751778
Urban
Premium
null
9
null
1
2019-11-07 15:21:39.117183
Average
Yes
Monthly
Apartment
951
34,295
19
Male
88,916
Divorced
4
PhD
null
31.967602
Rural
Comprehensive
2
19
732
6
2022-02-10 15:21:39.256696
Average
Yes
Weekly
Condo
2,364
34,296
27
Female
4,979
Married
1
Master's
Self-Employed
28.716456
Urban
Comprehensive
1
0
454
6
2021-05-05 15:21:39.245086
Good
No
Weekly
Apartment
718
34,297
56
Male
16,054
Single
0
Master's
null
26.205417
Rural
Basic
null
6
364
9
2022-11-17 15:21:39.267454
null
Yes
Weekly
Apartment
1,516
34,298
63
Male
22,471
Married
3
High School
Unemployed
21.907681
Rural
Comprehensive
null
14
601
4
2019-11-02 15:21:39.132191
Poor
Yes
Monthly
Condo
300
34,299
61
Female
61,405
Married
0
Bachelor's
Self-Employed
10.162321
Suburban
Comprehensive
2
8
661
2
2021-06-27 15:21:39.089116
Average
Yes
Rarely
House
115