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
7,200
59
Male
8,791
Single
2
PhD
null
29.907916
Urban
Comprehensive
null
19
467
4
2022-11-09 15:21:39.134960
Average
Yes
Monthly
Apartment
813
7,201
39
Female
825
Divorced
1
High School
Employed
null
Urban
Premium
1
5
787
4
2020-08-05 15:21:39.170099
Good
No
Monthly
Apartment
1,335
7,202
36
Male
24,791
Single
null
PhD
null
27.376825
Rural
Comprehensive
1
19
356
6
2019-12-26 15:21:39.237118
null
No
Daily
House
1,445
7,203
53
Male
5,814
Divorced
2
Master's
Employed
15.957973
Suburban
Basic
null
3
813
2
2024-04-16 15:21:39.252145
Good
No
Rarely
House
2,524
7,204
33
Female
25,819
Single
3
Master's
null
30.633851
Urban
Premium
1
7
614
8
2020-12-17 15:21:39.115178
Good
Yes
Monthly
Apartment
765
7,205
21
Male
11,341
Single
null
PhD
Employed
16.958985
Urban
Comprehensive
0
19
null
1
2021-06-24 15:21:39.091080
Good
Yes
Monthly
House
20
7,206
34
Male
44,256
Single
2
High School
Employed
38.707898
Urban
Comprehensive
1
18
630
3
2023-05-19 15:21:39.175719
Poor
No
Monthly
Apartment
434
7,207
29
Female
8,207
Divorced
4
Bachelor's
Employed
27.93745
Urban
Basic
0
4
754
1
2023-12-29 15:21:39.226954
Good
Yes
Rarely
Apartment
2,979
7,208
56
Male
2,546
Married
4
Master's
Unemployed
11.16679
Rural
Premium
null
11
318
3
2022-04-13 15:21:39.221386
Poor
No
Daily
Apartment
2,576
7,209
60
Female
141,319
Married
0
Bachelor's
Self-Employed
40.791624
Urban
Basic
0
15
543
2
2020-08-30 15:21:39.190215
Poor
Yes
Rarely
Condo
292
7,210
34
Male
11,952
Divorced
0
PhD
Self-Employed
37.935893
Rural
Premium
0
8
495
9
2019-10-31 15:21:39.079128
Average
No
Rarely
Condo
1,206
7,211
19
Male
69,211
Divorced
1
Bachelor's
Unemployed
43.923732
Rural
Premium
null
3
391
5
2019-08-30 15:21:39.211806
Average
No
Weekly
Apartment
2,674
7,212
42
Male
61,489
Married
2
Bachelor's
null
20.889957
Rural
Premium
null
13
456
9
2021-12-23 15:21:39.105504
null
No
Daily
House
4,094
7,213
18
Male
33,243
Single
2
Master's
Unemployed
31.06632
Suburban
Premium
null
4
478
9
2020-06-26 15:21:39.134960
Good
No
Rarely
Apartment
1,114
7,214
53
Female
1,299
Divorced
1
High School
Self-Employed
12.829226
Urban
Comprehensive
0
9
498
7
2021-06-09 15:21:39.251142
Poor
Yes
Daily
Apartment
934
7,215
22
Female
17,684
Married
0
PhD
Employed
30.038527
Suburban
Comprehensive
1
16
474
5
2023-01-21 15:21:39.134960
Average
No
Daily
House
672
7,216
56
Female
24,891
Single
1
PhD
null
4.691414
Rural
Comprehensive
0
18
614
2
2020-01-25 15:21:39.221386
Good
No
Monthly
Apartment
1,568
7,217
29
Male
null
Single
2
Master's
Employed
48.060981
Rural
Basic
2
4
722
7
2023-06-20 15:21:39.290098
Good
No
Daily
House
2,837
7,218
34
Female
75,970
Single
0
Bachelor's
Self-Employed
19.893242
Suburban
Premium
2
4
819
8
2021-01-29 15:21:39.268507
Good
Yes
Monthly
Condo
3,623
7,219
43
Female
1,266
Single
1
Master's
Employed
16.867889
Rural
Premium
null
18
801
9
2020-01-02 15:21:39.134960
Average
No
Weekly
Apartment
436
7,220
19
Female
25,672
Married
2
High School
null
28.0558
Urban
Comprehensive
0
5
704
4
2021-01-07 15:21:39.134960
Poor
Yes
Daily
House
2,436
7,221
45
Female
48,191
Divorced
0
Bachelor's
null
27.952212
Rural
Comprehensive
0
9
389
6
2022-07-29 15:21:39.279729
Average
No
Daily
Apartment
478
7,222
58
Female
2,526
Single
2
PhD
Employed
17.292413
Rural
Premium
null
2
492
5
2020-09-26 15:21:39.147735
Good
No
Monthly
House
676
7,223
58
Female
8,054
Married
4
PhD
null
28.769654
Rural
Basic
3
4
535
9
2022-07-14 15:21:39.215386
Poor
Yes
Weekly
Condo
522
7,224
46
Male
15,126
Married
1
PhD
Employed
45.410979
Rural
Comprehensive
0
15
null
5
2019-11-27 15:21:39.221386
Poor
No
Daily
Condo
2,731
7,225
53
Female
30,984
Single
0
PhD
Self-Employed
25.093816
Urban
Comprehensive
0
2
615
2
2020-11-13 15:21:39.094752
Average
No
Weekly
Condo
696
7,226
25
Male
16,757
Divorced
3
Bachelor's
Unemployed
25.121429
Rural
Comprehensive
0
4
459
1
2022-10-18 15:21:39.237118
Poor
No
Monthly
Apartment
38
7,227
45
Female
64,031
Divorced
0
Master's
Self-Employed
50.519441
Urban
Basic
1
10
792
8
2020-01-08 15:21:39.237118
Good
No
Rarely
House
372
7,228
30
Male
21,050
Married
4
Master's
Employed
42.824744
Urban
Premium
2
16
727
8
2022-08-18 15:21:39.147735
Poor
No
Rarely
Apartment
2,267
7,229
63
Male
35,017
Single
1
Master's
null
28.781259
Rural
Basic
1
1
null
4
2022-06-26 15:21:39.245086
Poor
No
Daily
Apartment
2,548
7,230
64
Female
29,082
Divorced
3
Master's
null
6.543758
Rural
Basic
null
18
844
7
2020-12-24 15:21:39.237118
Average
Yes
Weekly
Apartment
778
7,231
53
Male
13,189
Single
4
High School
Employed
35.11595
Suburban
Premium
1
13
506
9
2022-03-30 15:21:39.134960
Average
Yes
Rarely
Apartment
1,324
7,232
58
Female
31,083
Single
3
PhD
null
8.48213
Suburban
Basic
0
17
422
3
2022-09-07 15:21:39.098696
Poor
Yes
Rarely
Condo
1,163
7,233
45
Male
59,079
Divorced
0
High School
Unemployed
5.337794
Rural
Premium
null
9
434
3
2023-08-10 15:21:39.131192
Poor
No
Daily
House
240
7,234
60
Male
83,928
Divorced
0
Bachelor's
Self-Employed
33.553907
Rural
Premium
2
14
326
8
2022-05-31 15:21:39.290098
Average
No
Weekly
Apartment
1,107
7,235
62
Female
759
Single
3
Bachelor's
Unemployed
21.751688
Rural
Basic
2
0
625
1
2024-05-31 15:21:39.273973
Good
No
Rarely
Condo
467
7,236
64
Female
14,092
Single
3
PhD
Unemployed
12.827056
Suburban
Basic
null
7
814
6
2023-07-28 15:21:39.095696
Poor
Yes
Daily
Apartment
940
7,237
62
Male
null
Single
4
Bachelor's
Self-Employed
21.769287
Suburban
Comprehensive
0
14
580
4
2023-05-09 15:21:39.188220
Poor
No
Rarely
Apartment
310
7,238
26
Male
97,578
Married
3
Bachelor's
null
35.908363
Urban
Basic
0
18
742
5
2021-01-07 15:21:39.168099
Poor
No
Rarely
House
249
7,239
22
Female
137,353
Divorced
1
Bachelor's
Self-Employed
12.440145
Suburban
Comprehensive
2
9
null
8
2022-08-31 15:21:39.258696
Good
Yes
Daily
House
145
7,240
21
Female
2,472
Married
4
PhD
null
13.856648
Urban
Comprehensive
2
11
369
7
2024-01-30 15:21:39.155231
Average
No
Rarely
House
361
7,241
62
Male
25,365
null
2
PhD
Self-Employed
37.75181
Rural
Premium
1
8
514
7
2021-09-20 15:21:39.148733
Average
Yes
Rarely
House
554
7,242
27
Female
31,085
Divorced
3
Master's
Unemployed
13.440193
Urban
Premium
null
14
497
6
2022-04-08 15:21:39.176717
Poor
No
Rarely
Condo
508
7,243
35
Female
87,028
Divorced
3
High School
null
26.894127
Rural
Premium
1
12
377
3
2020-11-27 15:21:39.112553
Average
Yes
Monthly
Condo
377
7,244
61
Male
4,874
Married
4
PhD
null
null
Suburban
Comprehensive
null
3
554
3
2022-04-02 15:21:39.134960
Average
No
Monthly
Condo
643
7,245
28
Female
28,656
Single
0
Bachelor's
null
14.555966
Urban
Basic
null
8
832
4
2022-04-13 15:21:39.252145
Good
Yes
Rarely
Apartment
1,224
7,246
26
Female
2,840
Single
4
PhD
null
null
Urban
Basic
1
5
685
1
2020-10-25 15:21:39.172097
Average
No
Daily
Apartment
2,611
7,247
34
Female
9,019
Divorced
4
High School
Self-Employed
17.271028
Rural
Comprehensive
2
17
449
8
2022-06-13 15:21:39.267454
Average
Yes
Monthly
Apartment
3,601
7,248
29
Female
15,802
Divorced
2
Master's
Unemployed
36.395634
Urban
Basic
1
18
439
3
2020-09-15 15:21:39.134960
Average
No
Daily
Condo
1,481
7,249
54
Female
3,156
Single
2
PhD
Self-Employed
31.081663
Rural
Premium
4
3
476
1
2024-06-27 15:21:39.155231
Good
No
Monthly
Condo
1,685
7,250
35
Female
57,550
Married
1
Master's
Employed
24.72627
Urban
Premium
null
8
711
1
2019-11-23 15:21:39.093681
Average
Yes
Rarely
Condo
2,070
7,251
51
Male
12,625
Single
2
Master's
Unemployed
22.93571
Urban
Basic
null
10
711
5
2023-09-22 15:21:39.194829
Average
No
Weekly
House
47
7,252
18
Female
20,495
Single
2
Bachelor's
Unemployed
null
Suburban
Basic
null
7
null
6
2022-06-23 15:21:39.288099
null
No
Monthly
Apartment
2,094
7,253
53
Female
2,291
Single
3
Bachelor's
null
33.641343
Rural
Premium
0
7
null
4
2023-12-27 15:21:39.155231
Good
No
Weekly
Apartment
157
7,254
32
Female
13,718
Single
4
PhD
Employed
18.912299
Urban
Premium
null
18
527
4
2023-06-24 15:21:39.237118
Good
Yes
Weekly
Apartment
790
7,255
62
Male
49,527
null
4
PhD
Employed
35.016836
Rural
Basic
1
0
791
1
2021-02-06 15:21:39.129190
Average
No
Daily
House
36
7,256
61
Male
997
Single
4
Master's
null
35.946346
Urban
Premium
null
10
552
3
2019-08-17 15:21:39.237118
Good
Yes
Rarely
House
397
7,257
26
Male
61,392
Married
4
PhD
Self-Employed
19.5967
Urban
Basic
1
18
364
8
2023-10-29 15:21:39.271453
Average
No
Daily
Condo
1,104
7,258
18
Female
1,706
Single
0
High School
Self-Employed
27.966248
Suburban
Premium
2
16
461
5
2020-09-11 15:21:39.260856
Average
No
Rarely
Apartment
252
7,259
38
Male
44,257
Single
1
Master's
null
32.95452
Suburban
Basic
null
5
475
2
2021-10-19 15:21:39.132191
Poor
Yes
Rarely
House
929
7,260
53
Male
26,861
Single
2
PhD
Self-Employed
29.633926
Urban
Comprehensive
null
4
601
6
2023-05-11 15:21:39.218388
Poor
No
Monthly
Condo
1,149
7,261
42
Female
707
Married
2
High School
Self-Employed
null
Suburban
Premium
1
18
661
2
2021-11-25 15:21:39.134960
Good
No
Monthly
Apartment
724
7,262
35
Female
29,377
Single
2
Bachelor's
Unemployed
18.172984
Suburban
Comprehensive
1
19
432
3
2024-06-23 15:21:39.177724
Poor
Yes
Rarely
House
3,517
7,263
63
Female
50,223
Divorced
2
PhD
Self-Employed
38.834114
Suburban
Premium
2
15
832
9
2022-01-09 15:21:39.201446
Poor
Yes
Weekly
Condo
1,874
7,264
31
Female
4,028
Single
1
High School
null
40.388087
Urban
Premium
1
12
null
7
2023-03-30 15:21:39.226954
Poor
Yes
Rarely
Condo
2,528
7,265
37
Male
36,031
Divorced
0
Bachelor's
Employed
32.817488
Urban
Comprehensive
1
5
706
4
2020-09-06 15:21:39.164044
Poor
Yes
Monthly
Condo
1,034
7,266
43
Female
7,098
Single
2
PhD
null
21.086916
Urban
Basic
1
10
799
7
2023-08-06 15:21:39.134960
Poor
No
Monthly
Condo
1,544
7,267
56
Female
2,906
Married
1
High School
null
15.88353
Suburban
Premium
0
6
500
2
2020-02-09 15:21:39.144722
Good
Yes
Monthly
House
1,784
7,268
51
Male
43,976
Divorced
2
PhD
Unemployed
23.958889
Urban
Basic
2
4
594
9
2022-09-05 15:21:39.250151
Poor
No
Rarely
House
1,694
7,269
31
Male
91,331
Married
2
Bachelor's
Unemployed
43.898618
Rural
Comprehensive
0
9
393
7
2020-03-20 15:21:39.111551
Average
Yes
Rarely
Condo
1,745
7,270
28
Male
23,755
Single
null
Master's
null
26.156867
Suburban
Basic
null
14
825
8
2022-07-31 15:21:39.205850
Poor
Yes
Rarely
House
1,008
7,271
64
Male
8,095
Divorced
0
PhD
Unemployed
27.912548
Urban
Comprehensive
null
19
617
9
2020-07-12 15:21:39.205850
null
No
Weekly
House
829
7,272
20
Male
64,914
Single
2
High School
Unemployed
3.94866
Suburban
Basic
2
11
647
5
2022-02-24 15:21:39.254678
null
No
Rarely
Condo
744
7,273
25
Male
5,044
Married
3
Bachelor's
Employed
11.946149
Urban
Basic
0
7
453
3
2023-03-25 15:21:39.083497
Good
Yes
Weekly
House
1,334
7,274
21
Male
8,098
Single
0
High School
null
18.097386
Rural
Basic
2
16
578
8
2022-03-24 15:21:39.134960
Good
Yes
Daily
Apartment
781
7,275
63
Male
3,765
Married
0
Bachelor's
Unemployed
51.262615
Rural
Premium
2
3
578
7
2023-07-21 15:21:39.134960
Poor
No
Monthly
House
1,825
7,276
54
Female
104,175
Married
2
PhD
Unemployed
40.990586
Urban
Premium
null
4
null
5
2021-06-29 15:21:39.176717
null
Yes
Weekly
Apartment
2,397
7,277
52
Male
17,054
Divorced
1
High School
null
6.646545
Urban
Basic
0
5
743
5
2024-03-28 15:21:39.146733
Poor
No
Weekly
Condo
823
7,278
62
Female
13,562
Single
null
Master's
Self-Employed
31.91217
Suburban
Basic
0
9
514
4
2023-10-03 15:21:39.206847
Average
Yes
Daily
Apartment
954
7,279
45
Male
114,071
Divorced
0
High School
Self-Employed
43.154431
Suburban
Comprehensive
2
10
685
9
2020-11-08 15:21:39.105504
null
Yes
Daily
Condo
884
7,280
52
Female
10,044
Divorced
2
High School
Unemployed
11.592065
Rural
Comprehensive
1
1
null
7
2021-10-09 15:21:39.237118
Poor
Yes
Rarely
Condo
638
7,281
46
Male
7,991
Divorced
0
High School
Self-Employed
39.527259
Suburban
Comprehensive
null
11
636
8
2021-09-24 15:21:39.155231
Poor
No
Daily
House
599
7,282
60
Male
21,611
Divorced
0
PhD
Self-Employed
5.824128
Suburban
Comprehensive
1
5
693
7
2020-10-03 15:21:39.281787
Poor
No
Daily
Apartment
2,294
7,283
63
Male
92,675
Single
1
Bachelor's
Unemployed
31.824407
Urban
Premium
2
1
null
4
2023-10-21 15:21:39.134960
Average
Yes
Rarely
Apartment
114
7,284
33
Female
27,116
Single
0
Bachelor's
Employed
35.735166
Urban
Basic
null
7
713
5
2019-12-09 15:21:39.285112
Average
Yes
Weekly
House
1,213
7,285
56
Female
14,073
Single
4
Master's
Unemployed
42.967604
Suburban
Comprehensive
1
12
382
9
2019-10-30 15:21:39.204790
Good
Yes
Weekly
House
533
7,286
34
Female
43,465
Divorced
3
PhD
Employed
34.084049
Rural
Comprehensive
2
18
749
8
2023-04-30 15:21:39.219432
Average
No
Daily
House
904
7,287
42
Male
7,058
Single
4
High School
Unemployed
30.726687
Rural
Comprehensive
null
6
466
6
2023-11-30 15:21:39.170099
Poor
No
Rarely
Condo
564
7,288
47
Male
14,598
Married
4
Bachelor's
null
23.854269
Rural
Comprehensive
0
6
547
8
2022-12-17 15:21:39.237118
Average
Yes
Weekly
Condo
3,663
7,289
40
Male
28,332
Single
4
High School
Unemployed
20.829924
Rural
Basic
0
17
382
4
2020-08-21 15:21:39.121169
Average
No
Weekly
Condo
551
7,290
56
Male
39,719
Divorced
1
Master's
null
28.306057
Rural
Comprehensive
1
1
511
8
2022-08-09 15:21:39.134960
Poor
Yes
Daily
House
843
7,291
52
Male
5,891
Married
1
Bachelor's
Employed
21.86829
Rural
Comprehensive
0
6
754
8
2024-06-04 15:21:39.155231
Poor
Yes
Monthly
Condo
855
7,292
52
Female
26,395
Divorced
4
PhD
Unemployed
23.681517
Rural
Comprehensive
0
18
624
4
2020-05-15 15:21:39.134960
Average
Yes
Weekly
House
1,224
7,293
46
Male
9,056
Married
3
PhD
Unemployed
34.777769
Rural
Comprehensive
0
5
682
3
2021-09-03 15:21:39.281787
Poor
Yes
Daily
Apartment
654
7,294
53
Male
14,904
Divorced
2
Master's
Self-Employed
11.418827
Rural
Comprehensive
2
5
740
9
2021-06-28 15:21:39.248098
Good
No
Monthly
Condo
511
7,295
26
Male
5,910
Married
1
Master's
null
6.385082
Urban
Comprehensive
null
8
566
6
2022-10-30 15:21:39.134960
Poor
Yes
Daily
Apartment
753
7,296
54
Male
7,958
Divorced
3
High School
Employed
30.398929
Urban
Premium
2
9
664
1
2023-02-25 15:21:39.202448
Good
Yes
Monthly
Condo
3,940
7,297
25
Female
24,886
Married
2
Master's
Unemployed
27.918458
Rural
Comprehensive
0
17
null
9
2021-11-11 15:21:39.081504
Good
Yes
Rarely
House
1,421
7,298
48
Male
12,892
Married
2
PhD
null
23.636956
Rural
Comprehensive
1
9
628
8
2024-06-23 15:21:39.126661
Good
Yes
Daily
Apartment
848
7,299
55
Female
17,053
null
2
PhD
null
19.414317
Rural
Premium
1
9
442
5
2023-10-25 15:21:39.222387
Average
Yes
Rarely
Condo
554