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
21,200
62
Female
79,846
Married
0
PhD
Self-Employed
18.006081
Urban
Basic
null
8
null
9
2019-09-08 15:21:39.134960
Good
Yes
Rarely
House
2,235
21,201
39
Female
86,939
Divorced
4
PhD
null
14.596576
Urban
Comprehensive
1
2
302
6
2021-05-01 15:21:39.109552
Good
No
Rarely
House
1,499
21,202
29
Male
120,811
Single
4
PhD
Self-Employed
33.455618
Urban
Comprehensive
1
7
380
5
2021-05-02 15:21:39.155231
Poor
No
Weekly
Apartment
1,355
21,203
20
Male
2,726
Married
4
High School
Employed
16.038391
Rural
Basic
2
17
475
1
2022-10-02 15:21:39.217387
Poor
No
Daily
Apartment
1,557
21,204
46
Female
3,750
Divorced
2
PhD
Self-Employed
7.693553
Rural
Basic
3
2
613
8
2021-06-16 15:21:39.093681
Poor
Yes
Weekly
House
644
21,205
44
Male
1,210
Single
4
Master's
Employed
40.178854
Urban
Basic
null
16
519
6
2021-05-22 15:21:39.221386
Average
No
Rarely
Condo
26
21,206
43
Female
40,446
Divorced
2
Master's
null
18.277837
Urban
Premium
2
12
541
6
2024-05-29 15:21:39.210805
Average
Yes
Monthly
Apartment
776
21,207
46
Female
7,899
Single
2
High School
Unemployed
20.858106
Suburban
Premium
null
5
649
9
2020-09-16 15:21:39.167099
Good
No
Rarely
House
1,150
21,208
30
Male
81,154
Divorced
1
High School
Self-Employed
33.890578
Urban
Basic
null
5
411
8
2020-03-05 15:21:39.237118
Average
No
Weekly
House
1,266
21,209
58
Female
21,145
Divorced
4
Master's
Unemployed
34.051021
Urban
Comprehensive
null
19
328
5
2023-06-06 15:21:39.110557
Good
Yes
Daily
Apartment
909
21,210
53
Male
45,672
Married
0
High School
null
37.907718
Urban
Premium
null
16
526
2
2022-01-29 15:21:39.237118
Poor
Yes
Daily
Condo
705
21,211
20
Male
4,925
Divorced
0
PhD
Unemployed
23.822964
Urban
Premium
2
4
472
6
2023-11-26 15:21:39.269494
Good
Yes
Monthly
Condo
566
21,212
28
Female
28,883
Divorced
4
Master's
Self-Employed
33.881313
Suburban
Premium
1
3
538
2
2023-02-25 15:21:39.172097
Average
No
Monthly
Apartment
472
21,213
26
Male
39,284
Single
4
Bachelor's
Unemployed
44.544622
Rural
Basic
1
4
null
7
2021-09-16 15:21:39.267454
Poor
Yes
Rarely
Apartment
917
21,214
28
Male
3,717
Single
1
PhD
Unemployed
11.914148
Urban
Comprehensive
0
15
442
4
2021-10-07 15:21:39.255696
Average
No
Daily
House
1,473
21,215
62
Male
35,014
Married
2
PhD
null
43.492519
Suburban
Basic
null
7
536
6
2019-11-07 15:21:39.219432
Good
Yes
Daily
Condo
1,401
21,216
43
Male
1,796
Divorced
2
Master's
Unemployed
28.819106
Rural
Basic
2
0
739
5
2021-11-01 15:21:39.248098
Good
No
Rarely
Apartment
806
21,217
35
Female
3,655
Divorced
0
PhD
Employed
null
Urban
Basic
0
15
790
5
2024-03-28 15:21:39.095696
Good
No
Monthly
Condo
554
21,218
null
Female
2,080
Married
2
Bachelor's
Unemployed
20.333983
Urban
Comprehensive
1
15
712
5
2021-06-30 15:21:39.215386
Good
Yes
Monthly
House
2,705
21,219
21
Male
17,069
Divorced
1
High School
Employed
11.819409
Suburban
Basic
0
10
677
8
2021-04-08 15:21:39.155231
Average
No
Rarely
Apartment
2,562
21,220
55
Female
29,074
Single
3
High School
Self-Employed
23.818588
Suburban
Basic
2
17
695
8
2021-07-18 15:21:39.246098
Average
Yes
Rarely
Condo
563
21,221
44
Female
939
Married
null
Bachelor's
null
null
Rural
Premium
0
16
null
5
2020-08-28 15:21:39.134960
Average
No
Monthly
Condo
1,710
21,222
50
Male
89,810
Single
3
PhD
null
36.473331
Rural
Premium
1
18
483
7
2021-01-03 15:21:39.107553
Poor
Yes
Monthly
Condo
2,254
21,223
35
Female
3,861
Divorced
3
High School
Unemployed
43.913748
Suburban
Comprehensive
null
13
629
7
2024-04-17 15:21:39.265513
Good
Yes
Rarely
House
38
21,224
41
Male
4,622
Married
3
Master's
Self-Employed
28.913261
Suburban
Basic
0
5
667
7
2020-05-12 15:21:39.148733
Poor
Yes
Weekly
Condo
2,295
21,225
46
Male
41,482
Married
0
Master's
Employed
24.865923
Urban
Basic
0
13
761
5
2024-06-16 15:21:39.237118
Average
Yes
Daily
Condo
3,244
21,226
57
Male
35,946
Married
4
High School
Self-Employed
33.580041
Urban
Basic
2
6
661
5
2022-04-22 15:21:39.083497
Poor
Yes
Daily
Condo
360
21,227
33
Male
31,004
Married
1
High School
Employed
22.275861
Suburban
Comprehensive
1
13
null
9
2020-08-05 15:21:39.155231
null
No
Daily
House
827
21,228
50
Male
36,081
Married
4
High School
Self-Employed
10.924361
Rural
Comprehensive
1
19
708
7
2020-11-30 15:21:39.085129
Good
No
Daily
Apartment
2,065
21,229
38
Female
11,217
Married
2
Bachelor's
null
51.956103
Rural
Premium
0
11
775
6
2021-10-26 15:21:39.143708
Good
No
Daily
Apartment
648
21,230
null
Female
12,465
Single
2
Master's
Unemployed
33.51394
Urban
Comprehensive
0
13
731
4
2022-08-23 15:21:39.285112
Poor
Yes
Daily
House
2,497
21,231
35
Male
3,941
Single
0
Bachelor's
Self-Employed
18.527611
Urban
Premium
null
13
796
8
2023-02-26 15:21:39.191219
Average
No
Monthly
House
1,836
21,232
53
Female
4,761
Divorced
1
PhD
Self-Employed
27.245939
Suburban
Basic
1
14
null
9
2021-10-12 15:21:39.191219
null
Yes
Rarely
Apartment
486
21,233
37
Female
2,906
Divorced
0
High School
Unemployed
24.878388
Rural
Comprehensive
null
13
662
3
2019-12-29 15:21:39.155231
Good
Yes
Rarely
Condo
1,828
21,234
55
Female
52,232
Married
3
High School
Unemployed
51.547114
Urban
Premium
2
12
628
7
2020-09-29 15:21:39.216387
Average
No
Monthly
Apartment
1,023
21,235
40
Male
14,023
Divorced
1
Bachelor's
Employed
17.986203
Suburban
Premium
1
16
332
7
2022-01-22 15:21:39.189223
Poor
Yes
Rarely
Apartment
2,033
21,236
35
Male
102,548
Married
4
Bachelor's
Employed
null
Suburban
Premium
null
9
441
3
2024-03-18 15:21:39.134960
Good
Yes
Monthly
Apartment
467
21,237
52
Male
47,490
Divorced
4
Bachelor's
Self-Employed
37.796408
Suburban
Premium
1
2
544
9
2022-09-06 15:21:39.186212
Poor
No
Monthly
House
123
21,238
52
Female
36,622
Divorced
3
PhD
Employed
33.992836
Urban
Premium
3
5
797
4
2023-11-20 15:21:39.172097
Good
Yes
Rarely
Apartment
3,712
21,239
42
Male
725
Married
2
PhD
Employed
27.596578
Urban
Comprehensive
null
10
687
3
2021-11-12 15:21:39.172097
Good
No
Daily
House
2,470
21,240
57
Male
13,982
Married
4
High School
Self-Employed
38.812093
Rural
Premium
null
12
486
4
2020-08-20 15:21:39.194829
Average
No
Daily
Condo
919
21,241
63
Female
27,119
Divorced
1
High School
null
10.782157
Rural
Comprehensive
1
0
820
2
2024-05-08 15:21:39.207847
Good
No
Monthly
Apartment
111
21,242
39
Male
45,976
Married
2
Master's
Self-Employed
5.887537
Rural
Premium
null
13
670
1
2024-02-28 15:21:39.187211
Poor
Yes
Rarely
Apartment
2,371
21,243
39
Male
7,840
Divorced
null
PhD
Self-Employed
37.277893
Rural
Premium
null
17
632
3
2022-09-15 15:21:39.237118
Average
Yes
Monthly
House
278
21,244
21
Female
8,088
Divorced
4
Bachelor's
Self-Employed
24.527785
Urban
Premium
1
17
657
3
2020-08-18 15:21:39.237118
Good
No
Weekly
House
808
21,245
63
Female
40,978
Divorced
0
Bachelor's
Unemployed
39.974652
Rural
Basic
0
12
773
6
2023-03-06 15:21:39.276901
Poor
Yes
Weekly
House
675
21,246
21
Female
12,461
Divorced
0
High School
Self-Employed
33.822853
Urban
Comprehensive
null
3
603
9
2022-08-03 15:21:39.166062
Average
Yes
Daily
House
693
21,247
29
Male
3,308
Divorced
0
Bachelor's
Unemployed
26.315413
Urban
Premium
2
16
678
6
2022-08-19 15:21:39.194829
Good
Yes
Rarely
House
1,208
21,248
56
Female
43,943
Divorced
3
PhD
Employed
3.48288
Urban
Basic
1
9
364
7
2021-12-30 15:21:39.207847
Average
Yes
Daily
Apartment
827
21,249
51
Male
2,118
Single
1
PhD
null
31.242279
Suburban
Basic
0
7
391
2
2024-07-13 15:21:39.229482
Average
Yes
Monthly
Apartment
619
21,250
30
Female
18,293
Divorced
1
High School
null
19.788105
Suburban
Premium
null
15
403
8
2023-06-20 15:21:39.207847
Good
Yes
Rarely
Apartment
1,183
21,251
62
Male
30,562
Married
4
PhD
Unemployed
33.839171
Urban
Comprehensive
2
12
757
2
2021-09-07 15:21:39.289099
Good
No
Daily
Condo
776
21,252
42
Female
15,987
Married
4
PhD
Employed
27.929472
Urban
Premium
0
6
653
3
2020-12-07 15:21:39.155231
Good
Yes
Daily
House
893
21,253
51
Male
23,146
Married
3
Bachelor's
null
6.724924
Suburban
Premium
0
17
678
2
2023-01-07 15:21:39.231531
Good
Yes
Rarely
House
956
21,254
49
Male
56,446
Divorced
1
Bachelor's
Self-Employed
21.518316
Rural
Basic
null
10
391
9
2023-05-02 15:21:39.172097
Poor
No
Daily
Condo
479
21,255
22
Male
53,854
Married
0
Master's
Unemployed
3.067667
Rural
Basic
null
13
null
9
2019-09-08 15:21:39.264504
Poor
No
Monthly
Apartment
238
21,256
52
Female
55,923
Married
3
PhD
Unemployed
37.956815
Urban
Basic
1
11
841
8
2024-05-13 15:21:39.231531
Poor
No
Weekly
House
294
21,257
56
Male
98,286
Single
null
PhD
Employed
12.05206
Rural
Comprehensive
null
8
393
9
2021-10-12 15:21:39.152732
Poor
No
Weekly
Condo
724
21,258
20
Female
9,466
Single
2
PhD
Employed
29.003859
Suburban
Basic
0
4
null
1
2022-01-14 15:21:39.097737
Average
No
Daily
Apartment
226
21,259
20
Male
50,928
Single
0
Master's
Self-Employed
null
Rural
Premium
1
17
442
3
2020-03-06 15:21:39.281787
Good
No
Weekly
House
686
21,260
43
Female
30,224
Single
4
Master's
null
26.052593
Urban
Comprehensive
null
8
362
3
2021-10-04 15:21:39.217387
Good
Yes
Weekly
Apartment
546
21,261
38
Female
1,851
Married
2
Master's
null
29.435826
Suburban
Basic
null
1
602
3
2021-04-15 15:21:39.226954
Good
No
Weekly
Apartment
2,567
21,262
22
Female
null
Single
4
PhD
Unemployed
null
Suburban
Comprehensive
0
9
456
7
2023-05-05 15:21:39.106582
Average
No
Monthly
Apartment
572
21,263
29
Male
2,853
Divorced
4
Master's
Self-Employed
33.758927
Urban
Premium
0
10
326
5
2021-03-12 15:21:39.134960
Poor
Yes
Weekly
House
3,124
21,264
51
Male
28,962
Divorced
4
PhD
null
25.307624
Urban
Premium
1
14
599
6
2023-07-03 15:21:39.124659
Good
Yes
Rarely
Condo
167
21,265
52
Female
67,039
Single
1
Bachelor's
Unemployed
17.788011
Urban
Premium
null
17
457
8
2021-12-18 15:21:39.268507
Poor
No
Rarely
Apartment
1,022
21,266
20
Male
20,803
Divorced
2
Bachelor's
Employed
32.692717
Rural
Comprehensive
2
6
390
2
2023-08-19 15:21:39.224915
null
Yes
Rarely
Condo
2,032
21,267
64
Male
4,725
Married
1
High School
Self-Employed
11.719063
Suburban
Premium
1
18
742
8
2024-04-16 15:21:39.170099
null
Yes
Rarely
House
28
21,268
31
Male
62,909
Single
1
PhD
null
35.262057
Suburban
Comprehensive
2
14
415
4
2020-10-06 15:21:39.106582
Poor
Yes
Weekly
House
925
21,269
32
Female
null
Single
0
Master's
null
12.84219
Rural
Basic
null
13
433
6
2023-11-13 15:21:39.170099
Average
Yes
Rarely
Condo
933
21,270
52
Female
45,161
Married
2
PhD
Unemployed
32.072328
Urban
Basic
null
2
596
6
2020-05-11 15:21:39.126661
Good
No
Rarely
Apartment
1,076
21,271
61
Male
43,923
Divorced
2
High School
Unemployed
20.663777
Suburban
Basic
0
6
null
3
2021-09-30 15:21:39.263607
Good
No
Monthly
House
556
21,272
59
Male
76,775
Single
4
High School
Self-Employed
50.846261
Rural
Comprehensive
3
10
731
6
2022-06-14 15:21:39.130190
Poor
No
Daily
House
1,132
21,273
55
Male
7,077
Married
3
High School
Self-Employed
37.990836
Urban
Basic
null
19
699
4
2024-07-08 15:21:39.171102
Good
No
Rarely
Apartment
1,058
21,274
53
Male
44,909
Divorced
0
PhD
null
null
Suburban
Basic
0
14
692
3
2022-10-06 15:21:39.192212
null
Yes
Rarely
Apartment
758
21,275
48
Female
6,824
Single
null
Bachelor's
null
48.18289
Suburban
Comprehensive
null
7
694
6
2020-11-19 15:21:39.093681
Poor
No
Daily
House
2,564
21,276
19
Male
27,132
Married
0
Bachelor's
Employed
43.518933
Urban
Premium
1
5
765
4
2021-02-22 15:21:39.199447
Average
Yes
Weekly
Condo
1,503
21,277
52
Male
58,542
Divorced
3
High School
Unemployed
50.272892
Suburban
Basic
2
4
462
7
2021-05-22 15:21:39.172097
Good
No
Weekly
Apartment
25
21,278
29
Female
3,817
Single
2
High School
Unemployed
25.485021
Rural
Premium
0
8
567
4
2019-09-01 15:21:39.272456
Poor
Yes
Weekly
Apartment
515
21,279
53
Female
6,717
Single
0
High School
Self-Employed
24.662334
Rural
Basic
0
5
836
5
2020-06-15 15:21:39.237118
Average
Yes
Rarely
Apartment
940
21,280
39
Male
44,372
Divorced
4
PhD
null
31.539482
Suburban
Comprehensive
1
12
null
8
2023-03-16 15:21:39.152732
Poor
Yes
Weekly
Condo
885
21,281
41
Male
94,046
Married
null
Master's
Unemployed
39.395634
Suburban
Premium
4
4
547
7
2020-02-15 15:21:39.092127
Good
No
Weekly
Condo
387
21,282
18
Female
5,898
Single
1
Master's
Unemployed
33.132835
Suburban
Comprehensive
2
9
558
2
2021-07-31 15:21:39.084065
null
No
Weekly
Apartment
1,133
21,283
58
Female
43,460
Single
2
PhD
null
20.759049
Urban
Comprehensive
null
19
692
6
2022-04-04 15:21:39.134960
Good
Yes
Weekly
House
793
21,284
51
Male
100,828
Married
2
High School
Employed
20.485433
Rural
Premium
null
19
653
5
2023-03-07 15:21:39.134960
Average
Yes
Weekly
Condo
43
21,285
53
Male
34,757
Single
3
Master's
null
21.93097
Suburban
Basic
null
12
553
2
2021-04-21 15:21:39.098696
Poor
Yes
Daily
Condo
2,369
21,286
28
Female
67,434
Single
0
Master's
null
null
Urban
Comprehensive
null
16
593
4
2022-12-16 15:21:39.237118
Average
No
Daily
House
2,104
21,287
34
Male
16,465
Divorced
4
PhD
Unemployed
32.896874
Rural
Basic
0
8
585
1
2021-11-18 15:21:39.268507
Average
Yes
Rarely
Condo
918
21,288
39
Female
24,761
Married
0
Bachelor's
null
22.839109
Suburban
Comprehensive
0
15
598
4
2023-07-23 15:21:39.155231
Average
No
Monthly
Condo
523
21,289
31
Female
null
Single
4
Master's
Unemployed
10.929346
Urban
Premium
1
15
549
9
2020-06-22 15:21:39.151732
Good
No
Daily
Apartment
383
21,290
59
Female
78,727
Married
2
PhD
Unemployed
13.376905
Rural
Basic
0
14
359
4
2024-02-28 15:21:39.198406
Average
Yes
Rarely
Apartment
1,053
21,291
26
Female
43,476
Divorced
4
Master's
null
16.89665
Suburban
Comprehensive
null
13
657
2
2021-08-17 15:21:39.155231
Good
No
Daily
Apartment
812
21,292
36
Male
534
Married
0
Master's
Self-Employed
41.944019
Suburban
Premium
2
10
null
6
2021-10-09 15:21:39.237118
Average
No
Rarely
House
614
21,293
60
Female
8,056
Divorced
4
Master's
Unemployed
21.929078
Suburban
Basic
1
6
null
8
2021-01-07 15:21:39.093681
Poor
Yes
Daily
House
571
21,294
43
Female
null
Married
3
Bachelor's
null
24.998877
Urban
Premium
null
11
382
7
2020-06-17 15:21:39.204790
Good
Yes
Weekly
Apartment
784
21,295
48
Female
39,768
Divorced
1
PhD
null
27.596599
Urban
Premium
null
0
605
5
2022-11-25 15:21:39.191219
Good
No
Weekly
House
1,591
21,296
37
Male
588
Single
3
PhD
Self-Employed
46.493593
Rural
Comprehensive
null
5
762
8
2020-05-31 15:21:39.134960
Average
No
Weekly
Condo
29
21,297
27
Female
62,974
Divorced
4
PhD
Self-Employed
24.722387
Rural
Premium
4
2
333
1
2024-02-07 15:21:39.259788
Good
Yes
Weekly
House
1,476
21,298
20
Female
12,984
Single
0
Bachelor's
Employed
14.846455
Suburban
Premium
1
19
703
9
2020-09-15 15:21:39.134960
Poor
Yes
Daily
Apartment
748
21,299
28
Female
7,091
Married
4
Master's
Unemployed
7.898295
Rural
Premium
1
7
705
7
2023-08-16 15:21:39.228521
Average
No
Monthly
Condo
586