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
45,200
37
Male
1,526
Divorced
4
High School
Unemployed
23.837204
Rural
Premium
1
9
491
1
2024-01-04 15:21:39.182597
Average
No
Rarely
Condo
965
45,201
55
Female
93,989
Divorced
null
Bachelor's
Self-Employed
50.344059
Suburban
Premium
0
15
494
7
2021-10-08 15:21:39.177724
Good
Yes
Rarely
Condo
1,216
45,202
34
Male
26,928
Married
0
PhD
null
24.367639
Urban
Comprehensive
null
13
739
6
2024-04-27 15:21:39.099739
Average
No
Daily
Apartment
1,213
45,203
26
Female
61,137
Married
null
Master's
Self-Employed
31.074759
Rural
Basic
null
5
315
3
2021-01-16 15:21:39.168099
Average
Yes
Rarely
Condo
2,998
45,204
62
Female
1,613
Divorced
4
Bachelor's
Self-Employed
45.250162
Urban
Basic
null
5
null
8
2020-02-21 15:21:39.169102
Poor
No
Rarely
House
2,316
45,205
54
Male
717
Divorced
0
Master's
null
26.624393
Suburban
Basic
2
17
543
9
2022-05-06 15:21:39.279729
Good
Yes
Weekly
Apartment
26
45,206
45
Female
622
Married
0
Bachelor's
null
21.936504
Urban
Comprehensive
null
19
null
8
2022-09-06 15:21:39.134960
null
No
Daily
Condo
3,067
45,207
20
Female
4,535
Divorced
2
PhD
Employed
20.859102
Urban
Basic
1
14
325
4
2023-12-27 15:21:39.244069
Good
Yes
Monthly
Condo
917
45,208
31
Female
45,907
Divorced
3
High School
Unemployed
14.967101
Urban
Premium
null
3
838
9
2021-11-20 15:21:39.134960
Poor
No
Rarely
Condo
437
45,209
39
Female
87,304
Divorced
2
High School
null
39.914257
Rural
Basic
0
12
358
5
2020-12-17 15:21:39.114118
Poor
No
Daily
Apartment
2,184
45,210
23
Female
16,063
Married
2
Master's
Unemployed
37.749078
Suburban
Basic
1
6
662
5
2022-02-12 15:21:39.276901
Average
Yes
Monthly
Condo
1,484
45,211
23
Female
53,813
Married
0
High School
Employed
33.926499
Urban
Basic
0
17
359
1
2021-06-06 15:21:39.187211
Good
Yes
Rarely
House
1,630
45,212
54
Male
83,610
Divorced
1
Bachelor's
Unemployed
51.849491
Suburban
Comprehensive
0
12
755
2
2022-12-05 15:21:39.155231
Poor
Yes
Monthly
Apartment
551
45,213
51
Female
61,951
Married
1
Bachelor's
null
26.824038
Rural
Basic
2
1
761
9
2024-07-21 15:21:39.237118
null
No
Daily
Condo
1,836
45,214
61
Female
43,431
Divorced
0
PhD
Self-Employed
24.879883
Suburban
Basic
0
6
796
8
2020-09-15 15:21:39.180553
Poor
No
Monthly
Condo
622
45,215
19
Male
null
Single
3
High School
Employed
21.484602
Rural
Basic
0
0
419
2
2022-10-27 15:21:39.276901
Average
Yes
Daily
House
2,134
45,216
44
Male
15,284
Divorced
4
Bachelor's
null
26.918362
Rural
Basic
1
8
831
3
2019-10-16 15:21:39.155231
Poor
Yes
Weekly
Condo
955
45,217
38
Male
28,650
Divorced
4
Bachelor's
Employed
34.86597
Urban
Basic
1
15
575
2
2020-12-04 15:21:39.175719
Good
Yes
Monthly
House
784
45,218
56
Female
34,089
null
2
PhD
Employed
23.672483
Suburban
Premium
0
2
343
5
2020-11-09 15:21:39.113566
Good
Yes
Rarely
Apartment
530
45,219
40
Female
23,861
Divorced
2
High School
Employed
24.79548
Suburban
Comprehensive
null
2
313
7
2024-02-27 15:21:39.193945
Poor
No
Rarely
Apartment
954
45,220
64
Male
6,871
Married
1
High School
Unemployed
24.572628
Suburban
Basic
1
18
332
4
2022-02-12 15:21:39.134960
Good
Yes
Weekly
House
1,099
45,221
64
Male
24,867
Divorced
2
PhD
Employed
42.160734
Suburban
Premium
null
14
636
9
2021-03-16 15:21:39.134960
Poor
Yes
Monthly
Condo
2,903
45,222
20
Female
123,640
Married
2
PhD
Employed
47.287077
Urban
Comprehensive
null
2
431
7
2023-02-23 15:21:39.259788
null
No
Weekly
House
2,061
45,223
38
Female
14,930
Divorced
4
PhD
Unemployed
26.95766
Suburban
Comprehensive
2
16
844
1
2020-05-01 15:21:39.221386
Poor
Yes
Daily
Apartment
27
45,224
59
Male
38,339
Single
1
High School
Self-Employed
44.104073
Rural
Comprehensive
1
7
774
1
2022-01-31 15:21:39.248098
Good
No
Weekly
House
1,083
45,225
29
Female
38,981
Divorced
0
Master's
null
34.935682
Rural
Premium
2
13
538
7
2022-12-03 15:21:39.237118
Average
No
Rarely
Apartment
1,876
45,226
19
Female
10,013
Married
3
Master's
Unemployed
23.487866
Suburban
Basic
0
4
581
3
2024-07-05 15:21:39.279729
Good
No
Rarely
Apartment
632
45,227
64
Female
28,706
Married
1
Master's
null
16.18779
Suburban
Basic
null
19
658
5
2020-03-17 15:21:39.247098
Average
No
Rarely
Apartment
2,601
45,228
57
Female
36,921
Divorced
null
Master's
Self-Employed
6.094631
Rural
Premium
null
17
398
2
2019-09-21 15:21:39.250151
Average
Yes
Weekly
Apartment
4,402
45,229
54
Male
45,585
Single
3
Master's
null
18.616816
Urban
Comprehensive
0
7
687
1
2022-10-09 15:21:39.194829
Poor
Yes
Monthly
House
1,051
45,230
29
Male
18,093
Married
null
PhD
null
33.285055
Urban
Basic
null
19
569
9
2023-01-02 15:21:39.237118
Good
No
Weekly
House
995
45,231
57
Male
1,809
Married
2
Master's
Employed
47.243652
Urban
Comprehensive
null
3
753
8
2019-11-22 15:21:39.264504
Poor
No
Weekly
Apartment
522
45,232
53
Female
53,524
Married
0
Bachelor's
null
16.845998
Urban
Premium
0
0
744
2
2022-06-20 15:21:39.252145
Poor
Yes
Weekly
House
198
45,233
21
Female
25,982
Single
3
PhD
Employed
35.938962
Suburban
Basic
0
18
578
4
2021-07-24 15:21:39.155231
Good
Yes
Weekly
Condo
647
45,234
56
Female
18,377
Married
0
High School
Self-Employed
50.569576
Suburban
Basic
1
5
816
3
2020-08-14 15:21:39.146733
Average
No
Weekly
House
3,029
45,235
43
Male
16,862
Single
4
High School
Unemployed
11.882989
Rural
Comprehensive
0
13
null
5
2024-01-01 15:21:39.237118
Good
No
Monthly
Condo
765
45,236
59
Female
5,857
Single
1
PhD
Employed
49.256049
Suburban
Comprehensive
null
8
559
1
2022-12-09 15:21:39.125660
Poor
Yes
Monthly
House
981
45,237
63
Male
2,845
Divorced
null
Master's
Employed
25.07957
Suburban
Premium
null
18
652
1
2023-01-04 15:21:39.226954
Good
Yes
Monthly
Condo
382
45,238
27
Male
2,859
Single
1
PhD
Employed
12.735016
Suburban
Premium
0
19
487
2
2020-06-01 15:21:39.237118
Poor
No
Weekly
Condo
2,214
45,239
43
Male
90,016
Married
0
PhD
Unemployed
38.937601
Suburban
Comprehensive
null
13
365
3
2023-06-21 15:21:39.091080
Average
Yes
Monthly
House
51
45,240
20
Female
79,946
Divorced
null
Bachelor's
null
10.601838
Suburban
Premium
null
1
353
7
2021-01-24 15:21:39.101733
Good
No
Monthly
Condo
2,215
45,241
23
Male
52,742
Married
0
Bachelor's
Employed
21.095576
Urban
Comprehensive
0
1
463
1
2020-12-24 15:21:39.144722
Poor
No
Monthly
Apartment
138
45,242
63
Male
11,319
Divorced
3
High School
Employed
27.819493
Urban
Premium
0
16
583
1
2022-03-25 15:21:39.274993
Good
Yes
Weekly
Apartment
607
45,243
61
Female
10,144
Divorced
0
Bachelor's
Unemployed
16.285885
Urban
Premium
2
10
763
6
2024-03-01 15:21:39.282785
Good
No
Rarely
Condo
2,931
45,244
58
Female
12,962
Divorced
3
High School
null
40.145613
Rural
Premium
null
1
538
9
2021-01-20 15:21:39.107553
Poor
Yes
Daily
House
1,240
45,245
53
Female
51,644
Divorced
2
PhD
null
19.008476
Urban
Comprehensive
2
6
449
6
2022-09-27 15:21:39.177724
Poor
Yes
Rarely
Apartment
816
45,246
40
Female
78,873
Married
1
Master's
Employed
40.939797
Rural
Comprehensive
0
0
442
8
2020-04-11 15:21:39.279729
Good
No
Daily
Condo
462
45,247
36
Female
7,058
Single
0
Master's
Self-Employed
35.928118
Suburban
Premium
1
7
643
5
2021-04-19 15:21:39.148733
Poor
Yes
Weekly
Condo
488
45,248
24
Female
95,846
Divorced
0
Master's
Unemployed
17.186824
Urban
Basic
0
16
443
4
2021-01-13 15:21:39.175719
Poor
No
Monthly
House
1,585
45,249
29
Female
6,866
Divorced
0
High School
Unemployed
25.123076
Rural
Basic
null
0
701
4
2020-05-06 15:21:39.237118
Good
Yes
Daily
Apartment
468
45,250
48
Male
46,483
Married
2
PhD
Unemployed
33.756921
Rural
Basic
null
17
358
3
2023-07-07 15:21:39.134960
Average
No
Rarely
House
493
45,251
57
Male
14,062
Married
0
High School
Unemployed
null
Urban
Premium
null
5
551
2
2021-03-26 15:21:39.134960
Poor
Yes
Rarely
Condo
659
45,252
57
Female
23,188
Single
4
Master's
Self-Employed
34.944101
Urban
Basic
2
2
840
5
2021-08-27 15:21:39.106582
Good
No
Monthly
Condo
1,133
45,253
31
Male
15,761
Married
0
High School
null
50.948641
Rural
Comprehensive
0
0
null
2
2024-01-04 15:21:39.188220
Poor
Yes
Rarely
Apartment
669
45,254
26
Female
24
Married
2
PhD
Self-Employed
4.992666
Urban
Basic
1
15
656
2
2022-04-06 15:21:39.182597
Good
No
Monthly
Apartment
532
45,255
38
Female
24,761
Divorced
2
Master's
Self-Employed
25.90765
Urban
Premium
null
6
598
1
2023-04-11 15:21:39.134960
Average
No
Monthly
Apartment
562
45,256
61
Male
70,725
Single
1
High School
Self-Employed
33.472884
Suburban
Basic
2
7
605
2
2022-08-24 15:21:39.248098
Average
Yes
Daily
Condo
1,964
45,257
57
Female
null
Married
1
Master's
Employed
27.692902
Urban
Premium
2
16
391
3
2023-12-03 15:21:39.276901
Poor
Yes
Rarely
Condo
1,289
45,258
48
Male
24,244
Single
1
Master's
Employed
18.716046
Rural
Premium
null
17
613
1
2024-08-07 15:21:39.285112
Poor
Yes
Rarely
Condo
1,005
45,259
null
Female
534
Single
2
High School
Self-Employed
27.82623
Rural
Premium
0
7
null
1
2023-11-09 15:21:39.134960
Poor
Yes
Weekly
Apartment
69
45,260
35
Female
5,983
Married
0
Master's
null
19.726192
Urban
Comprehensive
null
10
734
4
2019-08-26 15:21:39.167099
Poor
No
Weekly
Apartment
1,708
45,261
42
Male
67,907
Divorced
2
Bachelor's
null
20.857606
Urban
Comprehensive
null
17
null
5
2022-01-23 15:21:39.134960
Good
Yes
Daily
House
259
45,262
53
Female
81,811
Married
2
Master's
Employed
6.098598
Suburban
Comprehensive
2
6
null
8
2024-05-04 15:21:39.237118
Good
No
Weekly
House
2,795
45,263
35
Female
33,795
Married
4
High School
null
48.735294
Urban
Basic
2
4
482
8
2022-07-25 15:21:39.276901
Average
No
Rarely
Apartment
590
45,264
22
Female
2,498
Married
0
Bachelor's
Self-Employed
24.697627
Suburban
Basic
0
19
338
3
2021-01-30 15:21:39.097737
Good
No
Monthly
Condo
2,734
45,265
29
Female
2,896
Single
3
Master's
Employed
38.683666
Suburban
Basic
2
5
821
5
2022-07-12 15:21:39.097737
Average
Yes
Daily
Condo
459
45,266
23
Female
28,307
Divorced
2
High School
null
17.397558
Rural
Comprehensive
0
5
659
5
2022-08-23 15:21:39.250151
Poor
Yes
Monthly
House
1,133
45,267
59
Female
7,131
Married
4
PhD
null
35.566696
Rural
Comprehensive
0
10
733
5
2023-11-20 15:21:39.084065
Good
Yes
Weekly
Apartment
1,215
45,268
27
Female
61,740
Divorced
1
Bachelor's
Employed
39.394924
Suburban
Basic
null
3
406
9
2021-05-24 15:21:39.247098
Good
No
Daily
House
934
45,269
36
Male
39,724
Single
3
Master's
Employed
12.726179
Urban
Premium
null
9
729
3
2020-04-20 15:21:39.134960
Average
No
Rarely
Apartment
541
45,270
53
Female
45,930
Divorced
0
High School
Employed
30.073556
Suburban
Comprehensive
0
6
null
5
2022-12-09 15:21:39.270454
Good
Yes
Monthly
Apartment
603
45,271
52
Male
2,274
Divorced
null
Master's
null
37.893329
Suburban
Comprehensive
1
8
657
7
2020-10-03 15:21:39.237118
Poor
No
Rarely
Condo
1,875
45,272
21
Female
51,523
Divorced
2
Bachelor's
Self-Employed
12.826471
Rural
Comprehensive
1
14
836
4
2021-01-16 15:21:39.146733
Good
No
Monthly
Apartment
150
45,273
39
Male
147,920
Married
2
Bachelor's
Self-Employed
27.3969
Suburban
Comprehensive
2
15
561
7
2023-01-01 15:21:39.117183
null
No
Weekly
House
495
45,274
25
Female
17,069
Single
0
High School
Self-Employed
22.929174
Urban
Basic
null
3
833
4
2022-07-07 15:21:39.155231
Average
No
Monthly
Condo
722
45,275
35
Female
44,715
Divorced
3
PhD
Employed
40.582018
Suburban
Comprehensive
2
6
718
6
2020-05-19 15:21:39.085129
Average
Yes
Rarely
House
1,157
45,276
26
Female
35,475
Divorced
0
PhD
null
15.924813
Urban
Premium
0
13
735
1
2020-12-03 15:21:39.237118
Good
No
Weekly
Condo
535
45,277
23
Male
5,927
Single
4
Bachelor's
Employed
39.588066
Urban
Premium
null
6
684
3
2024-06-24 15:21:39.092127
Average
Yes
Weekly
Apartment
2,229
45,278
27
Male
146,576
Divorced
2
PhD
null
null
Suburban
Premium
2
11
498
6
2020-07-03 15:21:39.194829
Average
Yes
Rarely
Apartment
789
45,279
55
Female
4,088
Divorced
0
Bachelor's
Self-Employed
15.314858
Suburban
Comprehensive
3
1
459
1
2024-04-23 15:21:39.089116
Good
Yes
Weekly
House
719
45,280
50
Female
5,001
Single
null
Master's
Self-Employed
28.633703
Urban
Premium
1
13
351
7
2022-04-11 15:21:39.276901
Good
No
Rarely
Condo
613
45,281
39
Male
40,315
Single
4
High School
Employed
46.99145
Rural
Basic
1
7
519
8
2020-05-10 15:21:39.246098
Average
No
Monthly
House
3,282
45,282
43
Female
31,006
Divorced
0
PhD
Employed
12.824553
Suburban
Comprehensive
null
12
598
3
2020-06-26 15:21:39.155231
Poor
Yes
Weekly
Condo
836
45,283
41
Female
9,726
Divorced
1
PhD
null
19.691428
Urban
Premium
null
12
680
9
2021-11-23 15:21:39.080440
Good
No
Monthly
House
1,632
45,284
48
Female
51,641
Single
0
Bachelor's
Unemployed
13.898511
Suburban
Premium
2
11
344
8
2021-05-03 15:21:39.214388
Poor
Yes
Weekly
Apartment
2,559
45,285
29
Male
17,561
Married
2
Master's
null
40.955173
Rural
Comprehensive
0
18
706
6
2021-02-20 15:21:39.125660
Poor
No
Daily
House
2,968
45,286
18
Female
2,927
Married
null
PhD
null
12.681606
Rural
Premium
2
3
825
5
2020-12-29 15:21:39.147735
Average
Yes
Monthly
House
531
45,287
19
Male
12,082
Single
2
Bachelor's
Employed
42.286311
Suburban
Basic
1
10
310
8
2023-05-02 15:21:39.098696
Poor
Yes
Weekly
House
712
45,288
33
Female
1,646
Divorced
3
Bachelor's
null
41.483483
Urban
Comprehensive
2
17
783
4
2022-03-05 15:21:39.278402
Poor
Yes
Daily
Condo
1,398
45,289
45
Male
54,597
Divorced
null
Master's
null
34.839131
Suburban
Comprehensive
0
19
629
7
2024-02-20 15:21:39.185215
Good
Yes
Monthly
Condo
101
45,290
19
Male
7,072
Single
2
Bachelor's
Unemployed
47.795868
Suburban
Basic
3
14
765
2
2021-10-03 15:21:39.237118
Good
Yes
Daily
House
466
45,291
59
Female
10,892
Divorced
null
Bachelor's
Unemployed
15.967772
Rural
Comprehensive
null
6
682
3
2021-07-02 15:21:39.123711
Poor
No
Daily
Apartment
1,524
45,292
38
Female
28,161
Single
1
High School
Self-Employed
18.924073
Rural
Basic
0
5
801
7
2019-10-23 15:21:39.106582
Poor
No
Daily
House
2,280
45,293
46
Female
17,077
Divorced
0
High School
Self-Employed
29.255767
Suburban
Comprehensive
0
13
705
4
2021-12-28 15:21:39.251142
Poor
Yes
Daily
House
785
45,294
29
Female
51,810
Divorced
1
PhD
Unemployed
18.611354
Suburban
Comprehensive
0
12
466
3
2021-11-29 15:21:39.147735
Good
No
Weekly
House
2,228
45,295
38
Male
1,695
Married
null
PhD
Employed
25.496577
Rural
Premium
null
19
null
5
2023-10-27 15:21:39.237118
Average
No
Monthly
House
2,703
45,296
35
Female
638
Married
0
Bachelor's
Unemployed
46.395315
Urban
Premium
2
2
731
5
2020-05-02 15:21:39.084065
Poor
Yes
Daily
Condo
848
45,297
48
Male
34,177
Single
1
Master's
Unemployed
37.844157
Rural
Basic
0
16
731
3
2021-06-18 15:21:39.170099
Average
Yes
Rarely
House
2,197
45,298
64
Male
2,904
Married
0
PhD
Unemployed
30.371771
Suburban
Premium
2
13
514
9
2022-09-27 15:21:39.087123
Poor
Yes
Weekly
House
1,039
45,299
35
Male
3,189
Married
2
Bachelor's
Unemployed
46.355326
Urban
Basic
null
12
500
4
2019-12-29 15:21:39.265513
Average
No
Monthly
Apartment
2,259