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
1,183,200
53
Male
47,880
Married
0
Master's
null
14.078717
Suburban
Premium
2
8
null
6
2022-02-17 15:21:39.225916
Poor
Yes
Monthly
Apartment
248
1,183,201
45
Male
105,985
Married
0
PhD
Employed
null
Urban
Comprehensive
null
10
566
2
2022-03-26 15:21:39.134960
null
Yes
Rarely
Apartment
1,609
1,183,202
64
Male
107,847
Married
4
PhD
null
23.445622
Urban
Basic
null
13
806
2
2022-11-03 15:21:39.173834
Good
No
Daily
House
393
1,183,203
40
Male
27,791
Married
4
PhD
Self-Employed
41.651053
Rural
Premium
0
17
null
2
2022-09-21 15:21:39.134960
null
Yes
Monthly
House
890
1,183,204
61
Male
45,277
Single
1
Bachelor's
Unemployed
18.876167
Suburban
Comprehensive
0
13
621
8
2020-04-14 15:21:39.094752
null
Yes
Monthly
Apartment
489
1,183,205
20
Male
14,679
Married
null
Master's
Self-Employed
17.14592
Urban
Comprehensive
0
10
789
1
2024-04-15 15:21:39.272456
Good
No
Daily
Apartment
271
1,183,206
28
Male
5,926
Married
4
Bachelor's
Employed
6.78145
Urban
Premium
1
1
357
4
2020-07-10 15:21:39.085129
Average
No
Daily
Condo
3,047
1,183,207
49
Female
28,734
Married
3
Master's
Unemployed
40.989815
Suburban
Comprehensive
1
7
616
9
2024-05-21 15:21:39.186212
Poor
No
Weekly
Apartment
662
1,183,208
33
Female
29,056
Single
2
High School
Self-Employed
null
Urban
Basic
null
13
806
2
2022-06-06 15:21:39.196387
null
No
Monthly
House
1,002
1,183,209
30
Female
1,040
Single
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
14
833
8
2020-01-21 15:21:39.172097
Average
No
Daily
Apartment
2,376
1,183,210
19
Male
24,332
Divorced
3
Bachelor's
null
37.006619
Rural
Premium
0
4
696
8
2023-02-14 15:21:39.237118
Average
Yes
Rarely
Apartment
586
1,183,211
55
Male
52,797
Single
3
Bachelor's
Self-Employed
49.036959
Suburban
Basic
2
6
420
1
2020-05-06 15:21:39.255696
Poor
Yes
Monthly
House
3,075
1,183,212
25
Female
2,814
Divorced
4
PhD
Self-Employed
null
Rural
Basic
null
4
676
6
2021-02-12 15:21:39.290098
Poor
Yes
Weekly
Apartment
438
1,183,213
22
Male
24,791
Single
1
PhD
Employed
24.175946
Suburban
Premium
3
5
476
3
2021-04-15 15:21:39.134960
Poor
No
Weekly
House
473
1,183,214
39
Female
14,592
Divorced
0
PhD
null
14.583701
Urban
Comprehensive
0
15
561
9
2022-09-03 15:21:39.208842
Good
No
Rarely
House
619
1,183,215
32
Female
35,691
Single
0
PhD
Self-Employed
10.435624
Suburban
Premium
null
10
778
4
2020-11-03 15:21:39.271453
Average
Yes
Daily
Condo
473
1,183,216
53
Female
44,632
Married
2
Master's
Employed
27.788905
Urban
Premium
null
13
676
4
2022-03-08 15:21:39.151732
Average
No
Monthly
Condo
829
1,183,217
34
Female
null
Divorced
1
Bachelor's
null
26.716212
Suburban
Premium
1
3
325
5
2022-01-25 15:21:39.110557
Good
No
Daily
Condo
375
1,183,218
24
Male
27,358
Married
3
Bachelor's
Unemployed
30.879508
Urban
Comprehensive
0
8
657
1
2020-01-23 15:21:39.185215
Poor
No
Daily
Condo
2,075
1,183,219
18
Female
null
null
2
High School
Employed
5.66155
Suburban
Comprehensive
1
11
350
7
2020-07-10 15:21:39.095696
Average
Yes
Monthly
Condo
2,197
1,183,220
62
Male
1,429
Divorced
1
Master's
null
41.783431
Urban
Basic
null
0
493
5
2020-01-09 15:21:39.182597
Good
Yes
Weekly
Apartment
1,551
1,183,221
35
Female
16,095
Married
3
Master's
null
37.682486
Urban
Premium
null
0
528
6
2024-06-09 15:21:39.289099
Poor
Yes
Weekly
Condo
692
1,183,222
39
Female
44,987
Single
1
PhD
null
16.338025
Suburban
Premium
1
19
null
6
2024-01-08 15:21:39.185215
Average
Yes
Weekly
Apartment
1,806
1,183,223
55
Female
16,580
Divorced
4
PhD
Self-Employed
16.309916
Urban
Premium
0
13
728
6
2022-11-11 15:21:39.257696
Average
Yes
Weekly
Apartment
1,287
1,183,224
23
Male
5,691
Single
null
Bachelor's
Self-Employed
20.066606
Suburban
Premium
1
0
702
5
2021-11-26 15:21:39.155231
Good
Yes
Rarely
House
437
1,183,225
24
Female
988
Single
0
PhD
Employed
15.716542
Urban
Premium
1
0
745
7
2024-05-22 15:21:39.155231
Good
No
Rarely
Apartment
3,111
1,183,226
62
Male
1,411
Single
1
Bachelor's
Employed
40.116963
Urban
Comprehensive
null
8
392
4
2020-10-07 15:21:39.093681
Average
No
Weekly
Apartment
514
1,183,227
34
Male
43,713
Married
2
Master's
Self-Employed
24.576316
Suburban
Comprehensive
2
19
519
5
2022-01-07 15:21:39.154008
Good
Yes
Daily
Condo
661
1,183,228
58
Female
null
Married
3
Master's
null
22.631305
Suburban
Basic
null
6
530
2
2024-01-17 15:21:39.237118
null
Yes
Daily
Apartment
3,631
1,183,229
55
Male
45,514
null
3
Master's
Self-Employed
31.380086
Rural
Basic
0
19
null
3
2022-12-28 15:21:39.274993
Good
No
Monthly
Apartment
474
1,183,230
30
Male
13,892
Married
4
PhD
Unemployed
45.298428
Suburban
Premium
0
13
542
6
2021-02-06 15:21:39.126661
Good
No
Rarely
Condo
801
1,183,231
51
Male
45,964
Married
4
High School
null
19.087385
Rural
Premium
2
3
558
5
2019-11-14 15:21:39.155231
Good
No
Weekly
Condo
1,141
1,183,232
38
Male
71,324
Married
0
Bachelor's
null
9.953072
Rural
Comprehensive
1
16
441
5
2020-09-04 15:21:39.187211
Good
Yes
Daily
Condo
1,704
1,183,233
27
Female
null
Divorced
0
Master's
null
45.88123
Suburban
Premium
null
16
502
9
2023-10-25 15:21:39.204790
Good
No
Rarely
House
2,344
1,183,234
34
Female
null
Married
4
Bachelor's
Self-Employed
30.384294
Rural
Comprehensive
null
3
510
5
2020-11-26 15:21:39.223390
Poor
No
Rarely
Apartment
404
1,183,235
33
Male
21,191
Divorced
4
Master's
null
32.289425
Urban
Premium
0
4
361
5
2020-02-26 15:21:39.182597
null
No
Rarely
Condo
865
1,183,236
48
Male
2,695
Married
1
Bachelor's
Self-Employed
6.27887
Urban
Basic
0
10
748
3
2024-08-12 15:21:39.222387
Good
No
Monthly
Condo
2,424
1,183,237
18
Male
57,951
null
4
PhD
Employed
24.094912
Rural
Comprehensive
null
16
769
5
2021-11-05 15:21:39.126661
Good
No
Weekly
House
397
1,183,238
31
Male
109,928
Divorced
2
Bachelor's
Employed
null
Rural
Comprehensive
1
5
371
2
2022-04-27 15:21:39.283783
Average
Yes
Weekly
House
34
1,183,239
62
Female
733
Single
4
Bachelor's
Employed
20.950123
Urban
Basic
null
3
379
1
2022-03-24 15:21:39.211806
Poor
Yes
Weekly
Apartment
29
1,183,240
35
Female
43,882
Married
3
PhD
null
19.957198
Suburban
Premium
null
4
838
3
2022-01-12 15:21:39.189223
Poor
No
Weekly
Apartment
884
1,183,241
56
Male
39,752
Married
2
Master's
Self-Employed
32.692708
Rural
Comprehensive
1
15
567
9
2020-03-28 15:21:39.176717
Average
No
Daily
House
1,805
1,183,242
44
Male
72,491
Divorced
2
Master's
null
9.555419
Suburban
Comprehensive
null
2
311
3
2020-06-23 15:21:39.100695
null
Yes
Daily
Condo
2,634
1,183,243
50
Female
969
Single
2
PhD
Unemployed
5.56743
Urban
Premium
null
2
775
9
2024-03-25 15:21:39.180553
Poor
Yes
Weekly
House
48
1,183,244
64
Male
26,292
Divorced
3
Master's
Employed
18.517819
Rural
Basic
0
11
null
8
2021-11-08 15:21:39.134960
Good
Yes
Weekly
Apartment
2,451
1,183,245
25
Female
46,274
Married
4
PhD
Employed
35.816101
Suburban
Comprehensive
1
12
637
8
2023-03-31 15:21:39.122134
Average
No
Daily
House
2,217
1,183,246
48
Male
12,058
null
3
High School
null
13.457624
Rural
Basic
1
18
727
6
2024-07-21 15:21:39.254678
Average
No
Daily
House
554
1,183,247
63
Male
11,264
Single
1
Master's
Unemployed
27.276948
Suburban
Basic
0
19
null
8
2019-11-26 15:21:39.172097
Average
No
Rarely
Apartment
1,829
1,183,248
60
Female
38,699
Divorced
1
Bachelor's
Unemployed
36.884155
Rural
Comprehensive
2
12
662
3
2023-07-29 15:21:39.231531
Good
No
Daily
Condo
779
1,183,249
55
Male
13,428
Married
2
PhD
null
33.008524
Urban
Premium
null
10
588
8
2022-09-02 15:21:39.265513
Poor
Yes
Monthly
Condo
2,940
1,183,250
58
Male
6,903
Single
4
Master's
Self-Employed
17.076245
Suburban
Comprehensive
2
9
787
4
2024-05-02 15:21:39.265513
Poor
Yes
Monthly
Apartment
23
1,183,251
44
Female
1,786
Divorced
null
Bachelor's
Employed
14.675532
Urban
Basic
0
9
null
7
2019-10-16 15:21:39.098696
Poor
Yes
Rarely
Condo
1,692
1,183,252
54
Male
18,300
Divorced
2
Bachelor's
Employed
31.567456
Urban
Basic
null
18
553
8
2023-01-28 15:21:39.259788
null
No
Monthly
Apartment
726
1,183,253
61
Female
464
Divorced
3
Master's
Self-Employed
23.336668
Urban
Basic
1
16
631
9
2022-11-13 15:21:39.155231
Average
Yes
Monthly
Apartment
244
1,183,254
30
Male
22,897
Married
0
High School
Unemployed
22.82446
Suburban
Premium
null
10
422
9
2021-06-05 15:21:39.124659
Good
No
Weekly
Apartment
744
1,183,255
31
Male
23,791
Married
2
Bachelor's
Employed
47.90615
Rural
Basic
null
4
699
8
2020-11-15 15:21:39.134960
Good
No
Weekly
Condo
1,211
1,183,256
62
Female
2,989
Single
4
High School
Employed
28.43764
Urban
Comprehensive
2
8
562
9
2020-03-12 15:21:39.084065
Average
Yes
Rarely
Apartment
604
1,183,257
38
Male
null
Divorced
3
Master's
Self-Employed
5.897606
Urban
Basic
3
6
488
6
2021-10-20 15:21:39.237118
null
No
Rarely
Apartment
948
1,183,258
50
Male
42,812
Married
1
Bachelor's
Employed
10.846361
Suburban
Comprehensive
1
19
645
7
2023-10-20 15:21:39.082499
Average
No
Weekly
Apartment
822
1,183,259
27
Female
45,947
Divorced
1
Bachelor's
Unemployed
13.085237
Rural
Basic
0
12
799
4
2021-05-16 15:21:39.134960
Average
Yes
Daily
Apartment
1,174
1,183,260
55
Female
120,192
Divorced
4
Master's
Employed
25.881174
Suburban
Premium
3
16
824
7
2022-08-22 15:21:39.237118
Good
No
Weekly
House
97
1,183,261
63
Female
73,981
Single
3
Master's
null
20.907872
Rural
Premium
0
5
553
1
2023-02-02 15:21:39.132191
Average
No
Daily
House
150
1,183,262
34
Male
5,547
Divorced
null
PhD
null
31.81351
Suburban
Basic
4
6
762
4
2019-11-20 15:21:39.134960
Average
No
Monthly
House
2,610
1,183,263
28
Female
27,126
Single
0
Bachelor's
Unemployed
30.302485
Urban
Comprehensive
null
19
693
1
2023-12-14 15:21:39.134960
Average
Yes
Monthly
Apartment
907
1,183,264
46
Male
689
Divorced
0
PhD
Self-Employed
17.123815
Suburban
Basic
0
0
837
5
2021-01-18 15:21:39.152732
Poor
No
Monthly
Condo
2,215
1,183,265
35
Female
10,042
Married
0
Master's
Self-Employed
34.076558
Rural
Basic
0
15
585
5
2023-07-22 15:21:39.155231
null
No
Weekly
Condo
902
1,183,266
50
Male
14,081
Divorced
1
High School
Self-Employed
null
Suburban
Premium
1
11
516
6
2022-06-03 15:21:39.134960
Good
No
Weekly
Apartment
809
1,183,267
41
Female
29,498
Divorced
1
Master's
Unemployed
38.729611
Rural
Comprehensive
2
2
null
8
2022-03-09 15:21:39.253660
Poor
No
Weekly
Condo
2,120
1,183,268
51
Female
1,877
Married
1
High School
Self-Employed
43.603946
Suburban
Comprehensive
3
6
791
4
2021-07-28 15:21:39.134960
Average
No
Daily
Condo
391
1,183,269
21
Female
10,176
Married
2
PhD
Self-Employed
18.52763
Urban
Basic
1
4
345
4
2022-05-22 15:21:39.182597
Poor
Yes
Daily
Apartment
917
1,183,270
43
Male
64,200
Single
2
Bachelor's
null
38.1789
Rural
Basic
1
1
419
4
2019-12-22 15:21:39.237118
Average
Yes
Monthly
Apartment
462
1,183,271
53
Male
955
Single
4
Master's
Employed
36.652076
Suburban
Basic
1
2
639
6
2020-06-29 15:21:39.288099
null
Yes
Daily
House
45
1,183,272
58
Female
2,631
Married
1
Bachelor's
Unemployed
36.751224
Suburban
Comprehensive
null
18
708
2
2019-08-20 15:21:39.237118
null
Yes
Rarely
House
1,040
1,183,273
39
Male
1,076
Divorced
3
Bachelor's
Unemployed
23.990776
Rural
Comprehensive
1
10
787
5
2020-11-27 15:21:39.231531
Poor
Yes
Weekly
Condo
22
1,183,274
34
Female
17,069
Single
0
High School
null
7.244088
Rural
Basic
1
17
653
4
2024-01-16 15:21:39.272456
Poor
No
Daily
Apartment
603
1,183,275
57
Male
12,981
Divorced
1
Master's
null
39.834336
Suburban
Premium
null
14
656
3
2023-03-01 15:21:39.155231
Good
No
Weekly
House
552
1,183,276
51
Female
24,728
Divorced
0
Bachelor's
Unemployed
12.894822
Urban
Premium
1
7
381
7
2019-10-07 15:21:39.097737
Average
No
Rarely
Condo
612
1,183,277
59
Female
9,183
null
4
Master's
Unemployed
36.869081
Rural
Premium
null
12
449
4
2022-01-19 15:21:39.105504
Poor
Yes
Daily
House
51
1,183,278
61
Female
19,917
Married
2
PhD
Employed
32.88006
Suburban
Basic
0
0
647
9
2024-03-24 15:21:39.093681
Average
Yes
Daily
Condo
69
1,183,279
38
Male
70,937
Divorced
2
Master's
Employed
20.737139
Suburban
Comprehensive
3
9
841
7
2023-07-25 15:21:39.228521
Average
No
Weekly
House
20
1,183,280
43
Female
68,284
Single
null
PhD
Employed
17.967976
Urban
Basic
1
8
584
1
2020-10-29 15:21:39.155231
Poor
Yes
Rarely
Condo
167
1,183,281
29
Male
17,093
Married
1
Master's
null
7.981153
Urban
Premium
1
6
312
8
2019-09-13 15:21:39.134960
Poor
No
Rarely
Condo
1,414
1,183,282
49
Male
17,140
Single
3
Master's
Unemployed
44.93963
Urban
Comprehensive
null
13
null
5
2021-10-01 15:21:39.272456
Poor
Yes
Rarely
House
441
1,183,283
31
Female
17,114
Married
3
Master's
Self-Employed
25.655544
Rural
Basic
4
2
756
8
2020-04-29 15:21:39.223901
Good
Yes
Weekly
Condo
554
1,183,284
55
Female
28,894
Divorced
0
Bachelor's
null
35.437671
Suburban
Basic
1
11
590
4
2020-08-05 15:21:39.181605
Good
Yes
Monthly
House
1,042
1,183,285
34
Male
3,453
Single
4
Master's
Self-Employed
48.071818
Suburban
Basic
0
1
506
9
2023-07-26 15:21:39.279729
Good
Yes
Rarely
Condo
735
1,183,286
21
Female
4,819
Divorced
0
High School
null
50.934665
Urban
Basic
0
14
null
3
2021-03-23 15:21:39.204790
Poor
No
Daily
Apartment
1,734
1,183,287
64
Female
54,229
Single
4
PhD
Employed
15.858582
Rural
Basic
0
7
414
5
2019-11-29 15:21:39.148733
Average
No
Weekly
Condo
513
1,183,288
31
Male
25,412
Single
1
Bachelor's
Employed
45.456921
Suburban
Premium
0
1
null
4
2023-04-11 15:21:39.081504
Good
No
Weekly
Condo
247
1,183,289
27
Female
132,499
Married
1
Master's
Employed
47.256658
Urban
Basic
1
16
710
4
2021-01-24 15:21:39.269494
Poor
No
Monthly
Apartment
48
1,183,290
18
Male
17,069
Single
1
Master's
null
13.286567
Urban
Premium
3
13
790
6
2020-07-31 15:21:39.237118
Good
Yes
Weekly
Condo
832
1,183,291
28
Male
28,881
Married
2
Master's
null
null
Urban
Comprehensive
null
19
790
6
2023-09-02 15:21:39.177724
Good
Yes
Weekly
House
2,369
1,183,292
31
Male
8,114
Married
0
Bachelor's
Unemployed
13.099544
Suburban
Premium
1
1
562
1
2022-05-10 15:21:39.148733
Poor
Yes
Monthly
Apartment
1,718
1,183,293
50
Female
15,139
Single
4
High School
Employed
32.449844
Suburban
Basic
2
7
379
8
2023-11-23 15:21:39.080440
Good
Yes
Weekly
Apartment
1,653
1,183,294
33
Female
null
Divorced
1
High School
Self-Employed
43.260023
Urban
Premium
1
12
313
1
2023-08-30 15:21:39.202448
Poor
No
Weekly
Apartment
1,033
1,183,295
18
Female
null
Divorced
1
High School
null
42.836844
Urban
Premium
2
13
727
2
2019-09-09 15:21:39.155231
Good
Yes
Rarely
House
2,132
1,183,296
60
Female
23,106
Single
1
PhD
Self-Employed
31.335845
Urban
Premium
1
15
849
5
2023-02-12 15:21:39.118178
Good
No
Rarely
Apartment
691
1,183,297
26
Female
599
Divorced
1
Bachelor's
Self-Employed
28.681617
Urban
Comprehensive
1
8
687
9
2021-12-29 15:21:39.088124
Good
Yes
Weekly
Apartment
217
1,183,298
38
Female
116,905
Divorced
1
Master's
null
23.710075
Suburban
Premium
null
11
578
1
2024-06-03 15:21:39.237118
Average
No
Daily
Condo
280
1,183,299
42
Male
15,883
Married
1
High School
Employed
18.797942
Suburban
Comprehensive
0
6
699
9
2024-02-04 15:21:39.230483
Poor
Yes
Daily
House
2,236