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
1,187,300
59
Female
45,308
Single
null
PhD
Self-Employed
7.095072
Rural
Basic
3
6
789
4
2024-04-11 15:21:39.237118
Poor
No
Rarely
Apartment
35
1,187,301
39
Female
36,759
Married
4
Master's
Unemployed
49.12654
Suburban
Basic
2
0
684
8
2021-11-20 15:21:39.283783
Poor
Yes
Daily
Condo
793
1,187,302
26
Male
12,074
Divorced
2
PhD
null
46.372267
Rural
Basic
null
17
844
1
2022-08-28 15:21:39.146733
Poor
Yes
Rarely
House
101
1,187,303
62
Female
7,750
Single
1
High School
null
31.299323
Rural
Premium
1
1
688
9
2021-09-02 15:21:39.172097
Average
Yes
Rarely
Apartment
1,522
1,187,304
60
Male
21,116
Divorced
4
Master's
Unemployed
10.664456
Suburban
Premium
null
6
390
9
2020-12-04 15:21:39.190215
Poor
Yes
Monthly
House
731
1,187,305
58
Female
124,744
Married
3
Bachelor's
Employed
43.718825
Urban
Comprehensive
0
12
429
2
2021-03-13 15:21:39.237118
Good
No
Daily
House
1,034
1,187,306
23
Male
1,919
Single
3
Bachelor's
Self-Employed
20.735482
Rural
Premium
1
6
335
6
2019-09-21 15:21:39.198406
Good
Yes
Monthly
House
645
1,187,307
44
Male
5,776
Married
4
Bachelor's
Unemployed
29.529865
Rural
Comprehensive
0
12
486
8
2021-03-17 15:21:39.155231
Average
Yes
Weekly
House
1,043
1,187,308
22
Male
22,934
Married
2
High School
Employed
45.263639
Rural
Basic
1
10
773
1
2020-10-24 15:21:39.204201
Good
Yes
Weekly
Condo
586
1,187,309
42
Female
null
Divorced
0
High School
Unemployed
21.948229
Suburban
Premium
2
11
472
6
2020-06-21 15:21:39.192212
Good
Yes
Daily
House
2,070
1,187,310
55
Female
11,091
Married
0
PhD
null
36.012916
Rural
Basic
null
11
678
5
2023-03-19 15:21:39.102694
Poor
No
Weekly
Apartment
930
1,187,311
51
Female
14,325
Married
3
Bachelor's
Self-Employed
4.483986
Suburban
Basic
1
15
783
7
2020-01-01 15:21:39.215386
Average
Yes
Weekly
Apartment
904
1,187,312
40
Female
4,437
Married
0
Bachelor's
Unemployed
30.86723
Urban
Premium
null
2
690
3
2019-09-21 15:21:39.155231
Poor
No
Monthly
Apartment
1,340
1,187,313
37
Male
17,458
Single
1
High School
null
36.596617
Suburban
Premium
0
13
623
5
2023-04-08 15:21:39.151732
Average
No
Rarely
Apartment
928
1,187,314
63
Male
12,726
Married
0
Master's
null
46.498371
Suburban
Premium
0
15
469
2
2020-02-28 15:21:39.100695
Good
Yes
Rarely
Apartment
464
1,187,315
25
Female
2,844
Married
3
Bachelor's
Employed
32.89058
Urban
Premium
null
3
633
5
2021-11-30 15:21:39.223901
Good
Yes
Weekly
House
2,066
1,187,316
24
Female
44,637
Single
2
Bachelor's
null
36.918822
Suburban
Premium
1
16
620
1
2019-09-20 15:21:39.277975
Poor
Yes
Weekly
House
111
1,187,317
27
Male
76,937
Divorced
4
Bachelor's
null
17.317767
Suburban
Comprehensive
0
11
453
6
2024-03-02 15:21:39.155231
Average
Yes
Daily
House
1,838
1,187,318
26
Male
45,928
Divorced
0
PhD
Unemployed
22.76073
Urban
Comprehensive
null
15
603
3
2020-12-15 15:21:39.283783
Good
Yes
Rarely
Apartment
572
1,187,319
26
Male
1,681
Married
2
PhD
null
null
Suburban
Comprehensive
0
11
673
8
2021-02-28 15:21:39.121169
Poor
No
Weekly
Condo
100
1,187,320
28
Male
23,100
Married
0
Bachelor's
Employed
20.86872
Suburban
Basic
null
14
588
4
2021-12-15 15:21:39.282785
Good
No
Weekly
Apartment
959
1,187,321
62
Female
23,584
Married
3
High School
Employed
13.803561
Suburban
Premium
1
19
838
6
2023-01-22 15:21:39.152732
Poor
No
Daily
Apartment
138
1,187,322
52
Female
9,072
Married
3
PhD
Employed
17.898453
Rural
Basic
0
6
782
8
2021-12-21 15:21:39.155231
Average
Yes
Monthly
House
553
1,187,323
47
Female
2,452
Single
4
Bachelor's
Self-Employed
47.947188
Rural
Comprehensive
0
11
468
7
2021-04-13 15:21:39.134960
Poor
Yes
Monthly
House
1,259
1,187,324
58
Female
2,778
Married
0
Master's
null
21.317801
Urban
Premium
0
5
422
8
2023-08-06 15:21:39.194829
Poor
No
Monthly
House
556
1,187,325
42
Male
38,759
Married
3
Master's
Unemployed
20.494462
Rural
Comprehensive
1
15
717
6
2024-03-17 15:21:39.287115
Poor
No
Monthly
Apartment
1,258
1,187,326
37
Female
2,726
Married
0
High School
Employed
null
Suburban
Basic
0
15
782
9
2020-06-17 15:21:39.170099
Average
Yes
Weekly
Apartment
714
1,187,327
47
Female
39,083
Divorced
2
PhD
null
7.662661
Urban
Premium
1
11
706
8
2020-01-17 15:21:39.263607
Average
No
Daily
House
687
1,187,328
23
Male
18,062
Married
1
Bachelor's
null
28.979112
Suburban
Comprehensive
1
3
null
4
2021-01-24 15:21:39.244069
Poor
No
Monthly
House
2,392
1,187,329
53
Male
24,562
Married
1
PhD
Self-Employed
7.914259
Urban
Comprehensive
null
2
null
4
2023-01-28 15:21:39.181605
Poor
Yes
Monthly
Condo
1,407
1,187,330
22
Male
2,310
Divorced
1
Bachelor's
Unemployed
39.354556
Suburban
Premium
4
4
null
9
2024-05-25 15:21:39.246098
Poor
Yes
Daily
Condo
1,333
1,187,331
30
Male
1,695
Single
1
High School
Self-Employed
null
Rural
Premium
0
18
563
3
2021-07-02 15:21:39.237118
Average
Yes
Daily
Condo
569
1,187,332
46
Male
16,092
Married
4
High School
null
44.989517
Urban
Comprehensive
0
18
734
4
2019-09-09 15:21:39.206847
Average
Yes
Weekly
Condo
531
1,187,333
24
Female
28,881
Single
4
PhD
Unemployed
18.638847
Urban
Premium
0
11
470
7
2024-07-24 15:21:39.134960
Average
Yes
Daily
Condo
1,008
1,187,334
52
Male
4,259
Single
1
Master's
Employed
41.664307
Rural
Premium
null
16
581
9
2021-06-13 15:21:39.231531
Poor
Yes
Weekly
House
26
1,187,335
48
Male
31,075
Divorced
0
Master's
null
24.95813
Suburban
Basic
0
11
null
3
2024-01-03 15:21:39.250151
Poor
Yes
Rarely
Condo
1,799
1,187,336
28
Female
21,851
Divorced
2
Master's
Employed
39.025977
Urban
Comprehensive
0
17
319
8
2023-12-04 15:21:39.184157
Poor
No
Weekly
House
2,114
1,187,337
51
Male
23,590
Single
0
High School
Unemployed
36.32855
Suburban
Comprehensive
null
2
346
3
2022-04-11 15:21:39.280784
Poor
No
Monthly
Apartment
2,436
1,187,338
41
Female
8,891
Divorced
2
High School
Self-Employed
11.82321
Urban
Basic
null
18
775
7
2020-09-24 15:21:39.134960
Poor
No
Daily
House
661
1,187,339
47
Male
6,824
Single
null
Bachelor's
Employed
7.83872
Rural
Premium
0
6
632
3
2020-10-17 15:21:39.105504
Good
No
Weekly
House
1,770
1,187,340
null
Female
21,145
Divorced
0
Bachelor's
Unemployed
13.491032
Urban
Premium
0
0
368
2
2023-04-25 15:21:39.288099
Good
Yes
Rarely
Apartment
1,725
1,187,341
31
Female
35,786
Single
1
Bachelor's
Employed
22.235977
Suburban
Basic
3
7
null
2
2024-01-13 15:21:39.168099
Poor
No
Daily
House
1,388
1,187,342
38
Male
null
Divorced
4
Master's
Employed
29.002565
Rural
Basic
1
6
522
2
2020-01-02 15:21:39.088124
Good
Yes
Rarely
Condo
360
1,187,343
18
Female
2,006
null
3
Bachelor's
Self-Employed
27.948407
Suburban
Comprehensive
1
5
423
9
2022-04-28 15:21:39.252145
Good
Yes
Daily
Apartment
2,391
1,187,344
21
Female
17,694
Married
3
PhD
Employed
6.924781
Suburban
Premium
null
9
589
6
2020-02-22 15:21:39.182597
Average
No
Daily
House
1,204
1,187,345
43
Male
17,097
Single
1
Master's
Employed
23.895222
Rural
Basic
0
4
836
9
2020-02-08 15:21:39.264504
Average
No
Daily
Apartment
589
1,187,346
44
Female
20,669
Married
4
High School
Unemployed
14.686831
Urban
Comprehensive
1
18
813
3
2023-11-09 15:21:39.237118
Average
Yes
Rarely
House
1,732
1,187,347
null
Female
55,952
Married
1
Master's
null
27.788978
Rural
Comprehensive
null
13
null
4
2023-12-26 15:21:39.170099
Average
Yes
Daily
House
290
1,187,348
35
Male
17,450
Married
null
Master's
Self-Employed
27.929402
Urban
Premium
0
15
782
3
2020-11-01 15:21:39.204790
Good
Yes
Rarely
Condo
518
1,187,349
63
Female
90,725
Single
3
Bachelor's
Unemployed
10.597953
Suburban
Premium
null
18
437
1
2022-03-05 15:21:39.164044
Poor
No
Weekly
Condo
789
1,187,350
54
Male
1,209
Single
2
High School
Employed
null
Rural
Basic
null
12
576
1
2021-03-30 15:21:39.250151
Average
No
Daily
Apartment
2,249
1,187,351
20
Female
31,007
Single
null
Bachelor's
null
9.715687
Suburban
Basic
2
2
552
3
2020-11-12 15:21:39.134960
Average
Yes
Monthly
House
1,140
1,187,352
30
Male
19,517
Married
3
High School
null
24.881444
Urban
Basic
null
1
825
5
2020-10-18 15:21:39.219432
Good
Yes
Daily
Condo
195
1,187,353
42
Male
16,076
Divorced
4
Master's
Employed
41.177834
Urban
Premium
1
1
507
3
2022-12-28 15:21:39.148733
Average
Yes
Monthly
House
809
1,187,354
56
Female
84,929
Married
1
High School
Self-Employed
15.990555
Rural
Basic
0
2
585
6
2023-04-01 15:21:39.134960
null
Yes
Monthly
Condo
2,228
1,187,355
53
Female
105,611
Divorced
2
Master's
Self-Employed
37.929009
Urban
Premium
1
13
749
5
2019-11-23 15:21:39.181605
Poor
No
Monthly
Condo
2,475
1,187,356
42
Male
104,442
Single
3
Master's
Unemployed
28.869291
Rural
Comprehensive
null
10
341
4
2021-12-31 15:21:39.134960
Average
Yes
Rarely
Apartment
1,729
1,187,357
63
Female
8,096
Married
2
PhD
Employed
42.945385
Urban
Comprehensive
0
17
584
9
2023-11-13 15:21:39.166062
Average
No
Monthly
Condo
729
1,187,358
27
Male
23,140
Divorced
null
PhD
null
21.494721
Rural
Comprehensive
2
11
null
5
2023-01-23 15:21:39.079128
Good
No
Weekly
House
287
1,187,359
50
Female
9,071
Single
4
Bachelor's
Self-Employed
12.898693
Rural
Comprehensive
null
5
671
8
2022-01-20 15:21:39.246098
Average
No
Weekly
House
1,004
1,187,360
51
Female
24,009
Single
2
Master's
Self-Employed
39.533521
Suburban
Premium
0
10
779
3
2021-07-31 15:21:39.274993
Average
Yes
Rarely
Condo
192
1,187,361
23
Female
23,891
Single
null
Bachelor's
null
39.55381
Rural
Basic
null
2
709
6
2023-10-22 15:21:39.134960
Poor
Yes
Weekly
House
40
1,187,362
62
Male
4,930
Divorced
2
Bachelor's
Employed
34.418926
Urban
Comprehensive
0
5
762
6
2020-12-18 15:21:39.091080
Poor
No
Rarely
Condo
220
1,187,363
64
Female
42,092
Divorced
2
PhD
null
28.817933
Urban
Comprehensive
1
1
420
3
2020-10-11 15:21:39.134960
Average
No
Monthly
Apartment
1,540
1,187,364
51
Male
7,944
Single
3
Master's
null
7.498087
Rural
Premium
null
1
476
1
2020-05-16 15:21:39.176717
Good
Yes
Rarely
House
659
1,187,365
46
Female
823
Married
4
High School
Employed
null
Urban
Premium
0
16
839
7
2019-11-01 15:21:39.172097
Good
No
Rarely
Condo
892
1,187,366
45
Male
14
Single
1
Master's
null
4.141152
Urban
Premium
1
1
682
5
2024-02-04 15:21:39.152732
Good
Yes
Rarely
House
29
1,187,367
62
Female
28,450
Divorced
1
Master's
null
25.580086
Suburban
Basic
2
8
null
3
2023-05-26 15:21:39.134960
Good
No
Rarely
Condo
661
1,187,368
46
Male
20,659
Divorced
0
High School
Employed
28.31374
Urban
Comprehensive
null
10
701
7
2020-09-20 15:21:39.248098
Average
Yes
Daily
Apartment
28
1,187,369
39
Female
59,405
Single
0
High School
Employed
5.020546
Rural
Premium
null
19
383
2
2021-02-09 15:21:39.102694
Average
Yes
Daily
Condo
2,248
1,187,370
27
Female
35,239
Single
1
Master's
Unemployed
33.002316
Urban
Basic
0
14
805
4
2022-01-19 15:21:39.193945
Average
Yes
Daily
House
618
1,187,371
49
Male
null
Married
0
Master's
null
24.571915
Suburban
Comprehensive
null
18
454
9
2021-05-27 15:21:39.231531
null
Yes
Daily
Condo
945
1,187,372
47
Female
69,517
Single
4
High School
Employed
26.423323
Suburban
Basic
0
19
419
1
2020-05-03 15:21:39.111551
Good
Yes
Daily
Apartment
969
1,187,373
45
Male
1,526
Divorced
3
Master's
Employed
16.089913
Rural
Comprehensive
1
15
492
6
2022-03-11 15:21:39.252145
Poor
No
Monthly
House
1,739
1,187,374
45
Male
1,130
Married
0
Bachelor's
Self-Employed
9.505826
Suburban
Basic
null
10
null
6
2023-06-15 15:21:39.134960
Poor
No
Monthly
Condo
281
1,187,375
59
Male
7,061
Single
null
Master's
Employed
21.067231
Urban
Basic
2
5
635
3
2020-10-16 15:21:39.228521
Average
Yes
Daily
Apartment
782
1,187,376
37
Male
27,490
Divorced
4
Bachelor's
Self-Employed
26.59098
Suburban
Basic
0
6
603
7
2022-08-30 15:21:39.134960
null
Yes
Weekly
House
653
1,187,377
23
Female
6,722
Divorced
3
Master's
Unemployed
31.351202
Suburban
Basic
2
9
565
7
2022-07-18 15:21:39.176717
Poor
No
Weekly
Apartment
2,098
1,187,378
23
Male
5,492
Married
3
PhD
Employed
16.907265
Urban
Premium
null
7
null
9
2023-02-14 15:21:39.283783
Average
No
Daily
House
1,191
1,187,379
25
Female
10,037
Married
1
High School
Unemployed
9.564274
Rural
Premium
2
11
837
8
2019-11-13 15:21:39.272456
Poor
Yes
Rarely
Condo
301
1,187,380
23
Male
35,200
Married
3
Bachelor's
Employed
25.948489
Urban
Basic
2
13
null
3
2022-04-18 15:21:39.144722
Good
No
Monthly
House
471
1,187,381
30
Male
16,054
Married
2
PhD
null
11.994836
Suburban
Basic
1
9
441
6
2023-12-23 15:21:39.250151
Poor
Yes
Weekly
House
384
1,187,382
31
Male
20,892
Single
1
High School
Unemployed
20.983578
Rural
Basic
null
11
null
3
2021-05-26 15:21:39.132191
Poor
Yes
Daily
Condo
1,522
1,187,383
47
Male
71,674
Divorced
2
Master's
null
20.057524
Suburban
Basic
1
13
352
5
2022-07-26 15:21:39.276901
Poor
Yes
Rarely
Apartment
1,081
1,187,384
62
Female
55,923
Married
4
Bachelor's
null
21.55133
Suburban
Comprehensive
null
17
386
4
2021-08-17 15:21:39.283783
Poor
Yes
Monthly
House
1,029
1,187,385
41
Male
24
Divorced
null
Master's
Unemployed
33.908655
Rural
Basic
null
10
332
9
2023-09-29 15:21:39.091080
Good
No
Weekly
Condo
2,865
1,187,386
20
Male
30,984
Single
0
PhD
null
41.088885
Suburban
Comprehensive
0
4
null
9
2022-08-03 15:21:39.134960
Good
Yes
Monthly
Condo
1,453
1,187,387
18
Male
12,094
Married
1
High School
Employed
24.88956
Urban
Comprehensive
0
17
495
3
2020-08-14 15:21:39.211806
Good
No
Daily
House
38
1,187,388
60
Male
1,027
Married
4
Bachelor's
Self-Employed
null
Suburban
Premium
0
7
592
2
2023-05-04 15:21:39.237118
Good
Yes
Monthly
House
755
1,187,389
45
Male
870
Married
0
Master's
null
13.381299
Urban
Comprehensive
null
19
497
3
2024-02-15 15:21:39.181605
Average
No
Monthly
House
2,701
1,187,390
25
Male
2,037
Single
4
High School
Unemployed
21.564319
Suburban
Premium
2
18
null
9
2023-03-16 15:21:39.096739
Good
Yes
Weekly
Condo
1,838
1,187,391
57
Female
9,975
Divorced
2
Bachelor's
Employed
21.791898
Rural
Premium
1
18
null
8
2024-05-29 15:21:39.198406
Poor
Yes
Daily
Apartment
1,773
1,187,392
31
Female
10,891
Divorced
2
PhD
Employed
30.712629
Rural
Basic
0
17
744
2
2022-03-13 15:21:39.175719
Poor
Yes
Rarely
Apartment
835
1,187,393
51
Male
90,533
Divorced
4
Bachelor's
null
32.983818
Urban
Basic
0
14
447
8
2019-08-25 15:21:39.247098
Poor
Yes
Monthly
Apartment
1,325
1,187,394
19
Female
73,107
Single
1
Master's
Unemployed
24.865633
Rural
Premium
null
1
370
1
2020-04-14 15:21:39.105504
null
No
Daily
Apartment
428
1,187,395
60
Male
2,575
Single
4
Bachelor's
Employed
null
Suburban
Premium
null
1
681
3
2022-04-11 15:21:39.144722
Poor
No
Daily
Condo
1,703
1,187,396
38
Female
2,441
Divorced
null
PhD
Self-Employed
25.873264
Rural
Premium
3
1
638
8
2023-08-30 15:21:39.091080
Poor
Yes
Monthly
Apartment
1,108
1,187,397
20
Female
38,969
Single
1
PhD
Self-Employed
52.264797
Suburban
Basic
0
13
828
2
2022-03-05 15:21:39.154008
Good
Yes
Daily
House
522
1,187,398
28
Male
12,081
Single
null
Bachelor's
null
29.022981
Suburban
Premium
null
5
538
3
2021-12-20 15:21:39.092127
null
No
Weekly
Condo
1,154
1,187,399
39
Female
40,040
Divorced
4
Master's
Self-Employed
3.038153
Rural
Premium
1
3
null
3
2023-11-21 15:21:39.252145
Average
No
Daily
Condo
3,473