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
33,200
51
Female
15,407
Divorced
0
Bachelor's
null
52.91403
Urban
Comprehensive
null
4
730
2
2020-06-10 15:21:39.256696
Average
Yes
Weekly
Condo
1,740
33,201
46
Male
93,436
Divorced
4
High School
null
24.564408
Suburban
Basic
1
0
449
1
2020-02-23 15:21:39.263607
Poor
No
Rarely
Condo
431
33,202
31
Female
31,202
Divorced
2
Bachelor's
Unemployed
29.705052
Suburban
Comprehensive
1
11
796
6
2023-04-22 15:21:39.237118
Good
No
Rarely
House
501
33,203
48
Female
66,004
Divorced
null
Bachelor's
Employed
19.569503
Suburban
Basic
1
12
439
7
2021-10-05 15:21:39.085129
Poor
Yes
Daily
House
24
33,204
42
Male
2,742
Married
1
PhD
Unemployed
35.939341
Rural
Comprehensive
2
8
793
5
2021-09-07 15:21:39.092127
Average
No
Monthly
House
1,203
33,205
20
Female
17,092
null
null
Master's
Employed
5.840044
Rural
Basic
0
19
638
6
2022-04-17 15:21:39.134960
Poor
Yes
Weekly
House
537
33,206
46
Female
3,124
Married
4
High School
null
null
Rural
Basic
2
12
453
5
2023-09-26 15:21:39.134960
Poor
No
Daily
Apartment
1,159
33,207
22
Male
16,524
Divorced
4
High School
Self-Employed
12.472709
Rural
Premium
1
6
665
3
2020-05-01 15:21:39.181605
Average
Yes
Rarely
House
33
33,208
62
Female
68,864
Single
3
High School
null
15.443133
Rural
Premium
2
18
366
3
2021-01-02 15:21:39.095696
Good
Yes
Rarely
House
874
33,209
57
Male
4,006
Married
null
High School
Unemployed
27.691106
Suburban
Premium
null
12
679
6
2020-07-11 15:21:39.134960
Poor
Yes
Daily
Condo
2,445
33,210
37
Female
null
Single
3
PhD
Employed
43.206724
Rural
Basic
0
0
508
1
2020-09-21 15:21:39.110557
Poor
No
Weekly
Condo
2,145
33,211
27
Female
92,791
Single
4
PhD
Self-Employed
21.935694
Urban
Premium
0
1
713
7
2021-12-05 15:21:39.206847
Average
No
Weekly
Condo
176
33,212
23
Male
72,783
Divorced
4
Bachelor's
Employed
30.908651
Urban
Comprehensive
2
14
561
8
2024-01-24 15:21:39.181605
Average
No
Weekly
Condo
431
33,213
32
Male
22,094
Divorced
0
Bachelor's
null
16.823158
Rural
Comprehensive
1
16
796
7
2024-01-08 15:21:39.079128
Good
No
Weekly
Condo
619
33,214
46
Female
51,652
Divorced
2
Master's
null
10.938144
Rural
Comprehensive
1
14
639
9
2021-03-20 15:21:39.155231
Good
Yes
Daily
Condo
240
33,215
45
Female
1,135
Married
1
Master's
Employed
25.099866
Suburban
Premium
null
11
447
1
2022-03-05 15:21:39.171102
Poor
Yes
Weekly
Apartment
639
33,216
40
Female
null
Divorced
1
Master's
null
13.003678
Urban
Comprehensive
2
18
402
2
2020-03-21 15:21:39.097737
Good
No
Monthly
House
719
33,217
22
Male
50,429
Single
1
PhD
Employed
38.120538
Rural
Premium
1
3
430
4
2021-02-20 15:21:39.237118
Poor
Yes
Daily
Apartment
1,266
33,218
53
Female
14,975
Single
4
Bachelor's
Unemployed
10.840878
Rural
Basic
null
7
559
3
2022-11-06 15:21:39.155231
Good
Yes
Rarely
House
1,321
33,219
47
Male
15,228
Married
null
PhD
Self-Employed
4.297734
Suburban
Basic
1
11
405
3
2020-07-01 15:21:39.237118
Good
No
Rarely
Apartment
1,302
33,220
22
Female
null
Married
3
PhD
null
45.867688
Urban
Premium
0
16
712
5
2020-05-29 15:21:39.207847
Poor
Yes
Daily
House
199
33,221
63
Male
38,564
Single
4
High School
Self-Employed
26.284989
Suburban
Comprehensive
null
15
602
5
2021-04-22 15:21:39.134960
Poor
Yes
Weekly
House
1,005
33,222
61
Male
40,585
Married
0
High School
Employed
null
Suburban
Premium
4
12
null
4
2024-07-04 15:21:39.134960
Good
Yes
Daily
Condo
462
33,223
35
Female
43,949
Divorced
0
Bachelor's
Employed
49.826668
Rural
Basic
1
5
null
2
2023-11-19 15:21:39.092127
Good
Yes
Monthly
Condo
643
33,224
25
Female
16,074
Married
3
PhD
Self-Employed
22.233418
Urban
Basic
null
17
746
5
2023-10-25 15:21:39.213373
Average
Yes
Monthly
House
614
33,225
31
Female
38,298
Divorced
2
Bachelor's
Employed
25.922756
Urban
Comprehensive
0
6
628
5
2022-07-10 15:21:39.261856
Poor
No
Daily
Apartment
1,256
33,226
59
Female
32,559
Single
0
PhD
Self-Employed
28.922153
Rural
Premium
null
3
746
2
2023-05-02 15:21:39.223901
Good
Yes
Weekly
Apartment
173
33,227
61
Male
35,796
Married
null
PhD
Unemployed
42.456812
Urban
Comprehensive
1
17
721
9
2019-11-13 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,099
33,228
19
Female
16,873
Divorced
4
Bachelor's
Unemployed
44.382461
Urban
Premium
0
4
null
8
2021-07-08 15:21:39.095696
Average
Yes
Daily
Condo
1,233
33,229
55
Male
9,081
Divorced
4
High School
null
19.830329
Urban
Basic
null
8
638
9
2024-04-16 15:21:39.145732
Poor
Yes
Monthly
Apartment
934
33,230
35
Male
43,989
Married
0
PhD
null
33.155325
Rural
Basic
null
8
439
7
2023-02-03 15:21:39.133866
Poor
Yes
Monthly
House
903
33,231
31
Male
9,062
Divorced
2
Bachelor's
null
20.986989
Suburban
Comprehensive
1
6
647
9
2021-09-15 15:21:39.134960
Poor
Yes
Rarely
House
1,434
33,232
52
Female
17,779
Single
1
Bachelor's
Self-Employed
22.646676
Suburban
Comprehensive
null
4
553
7
2024-05-01 15:21:39.086123
Average
No
Rarely
House
1,755
33,233
55
Female
107,570
Single
1
Master's
null
20.140424
Urban
Basic
0
0
313
1
2023-03-26 15:21:39.155231
Good
Yes
Daily
Apartment
1,099
33,234
25
Male
81,578
Divorced
3
Bachelor's
Employed
6.996448
Rural
Premium
0
1
491
8
2024-03-13 15:21:39.253660
Poor
Yes
Monthly
Apartment
2,361
33,235
43
Female
9,071
Married
3
Master's
Unemployed
19.794969
Suburban
Comprehensive
null
19
null
8
2022-05-02 15:21:39.267454
Good
No
Rarely
House
456
33,236
30
Female
101,859
null
1
PhD
Employed
48.655052
Suburban
Basic
null
19
732
1
2023-03-18 15:21:39.279729
Average
Yes
Weekly
House
2,007
33,237
64
Male
39,578
Divorced
0
Master's
null
45.00644
Suburban
Comprehensive
2
3
642
4
2023-01-22 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,522
33,238
43
Male
44,883
Married
null
PhD
Employed
30.778927
Rural
Comprehensive
2
15
720
5
2024-05-02 15:21:39.123711
Poor
Yes
Weekly
House
403
33,239
34
Female
11,491
Single
3
Bachelor's
Self-Employed
38.502111
Suburban
Comprehensive
null
18
501
4
2022-02-21 15:21:39.170099
Good
No
Weekly
Apartment
544
33,240
59
Male
34,382
Divorced
3
Bachelor's
null
40.456901
Urban
Basic
null
14
591
8
2021-01-19 15:21:39.226954
Poor
No
Monthly
House
708
33,241
47
Male
19,094
Divorced
null
High School
Self-Employed
7.284557
Urban
Premium
null
2
733
9
2019-11-07 15:21:39.097737
Poor
Yes
Rarely
Apartment
2,115
33,242
47
Female
65,919
Married
null
Master's
Self-Employed
25.63555
Urban
Basic
2
17
633
7
2022-08-23 15:21:39.095696
Average
Yes
Rarely
Condo
2,455
33,243
36
Male
51,398
Single
4
High School
Unemployed
13.97619
Urban
Basic
1
17
696
3
2020-10-07 15:21:39.172097
Poor
No
Monthly
Condo
119
33,244
32
Male
26,396
Single
3
Master's
null
25.914043
Suburban
Comprehensive
0
6
null
7
2021-12-01 15:21:39.155231
Good
Yes
Monthly
Apartment
2,475
33,245
64
Male
1,586
Single
0
Bachelor's
null
38.33615
Urban
Comprehensive
2
19
694
6
2023-05-30 15:21:39.107553
Average
Yes
Rarely
House
471
33,246
60
Female
7,053
Divorced
3
PhD
Unemployed
null
Rural
Premium
null
5
513
5
2023-02-03 15:21:39.168099
Poor
No
Rarely
House
1,783
33,247
19
Female
12,631
Divorced
0
PhD
Self-Employed
30.327664
Suburban
Premium
null
4
701
7
2019-08-22 15:21:39.281787
Good
Yes
Monthly
House
126
33,248
57
Male
63,873
Single
0
PhD
null
17.939117
Urban
Premium
null
16
517
9
2019-10-08 15:21:39.245086
Poor
No
Weekly
Condo
110
33,249
35
Male
null
Married
4
Bachelor's
Employed
24.672989
Suburban
Premium
1
9
365
6
2022-12-25 15:21:39.204790
Good
Yes
Rarely
Condo
677
33,250
19
Male
43,783
Married
4
PhD
null
22.722226
Rural
Basic
1
3
573
3
2022-05-25 15:21:39.082499
Average
No
Daily
Condo
526
33,251
29
Male
5,938
Single
1
Bachelor's
null
5.606078
Rural
Premium
null
3
618
3
2024-07-31 15:21:39.223901
Good
Yes
Rarely
Condo
1,328
33,252
58
Female
51,542
null
0
Master's
null
35.527727
Suburban
Comprehensive
4
12
343
8
2021-04-27 15:21:39.237118
Good
Yes
Weekly
House
2,151
33,253
24
Male
40,862
Divorced
0
Bachelor's
Unemployed
13.856285
Urban
Comprehensive
0
0
832
9
2023-04-07 15:21:39.237118
Average
No
Daily
Apartment
1,632
33,254
41
Male
39,930
Married
3
High School
null
38.381677
Suburban
Premium
null
7
846
8
2023-05-08 15:21:39.134960
Good
Yes
Weekly
Condo
594
33,255
25
Female
10,050
Single
0
Master's
Self-Employed
12.670129
Suburban
Premium
2
7
562
3
2020-12-14 15:21:39.237118
Average
Yes
Rarely
House
30
33,256
20
Male
113,399
Divorced
1
Bachelor's
Employed
null
Urban
Basic
0
17
784
7
2022-07-16 15:21:39.164044
Poor
No
Weekly
House
3,937
33,257
32
Male
71,473
Single
null
PhD
null
45.282923
Rural
Basic
null
10
654
5
2020-11-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
100
33,258
59
Male
51,312
Married
1
Master's
Employed
38.939742
Urban
Comprehensive
null
3
808
9
2021-09-05 15:21:39.091080
Good
Yes
Daily
Condo
393
33,259
27
Male
62,374
Single
1
Bachelor's
null
null
Rural
Comprehensive
0
11
637
6
2024-05-05 15:21:39.256696
null
Yes
Weekly
House
828
33,260
33
Female
1,555
Divorced
4
Master's
null
38.884351
Rural
Basic
null
14
438
1
2023-09-19 15:21:39.155231
Average
No
Rarely
Condo
1,132
33,261
24
Female
2,695
Single
2
PhD
Employed
31.896792
Urban
Comprehensive
2
0
662
1
2024-08-09 15:21:39.148733
Average
No
Weekly
House
466
33,262
40
Female
7,955
Single
3
Bachelor's
Self-Employed
26.758095
Rural
Premium
null
3
467
4
2023-07-21 15:21:39.287115
Poor
Yes
Daily
Condo
671
33,263
32
Female
50,739
Divorced
4
High School
Unemployed
11.77369
Rural
Premium
1
0
678
3
2023-06-18 15:21:39.185215
Good
Yes
Daily
Apartment
100
33,264
22
Male
59,496
Married
0
High School
Unemployed
36.295316
Suburban
Premium
0
16
395
1
2020-01-28 15:21:39.256696
Poor
Yes
Weekly
House
2,935
33,265
null
Female
18,706
Single
2
High School
Self-Employed
34.076654
Rural
Comprehensive
null
19
546
3
2024-06-18 15:21:39.155231
Good
Yes
Rarely
House
1,033
33,266
38
Male
20,243
Married
4
PhD
Employed
25.263702
Urban
Basic
null
0
546
1
2022-04-16 15:21:39.134960
null
Yes
Monthly
House
568
33,267
37
Female
868
Married
1
Master's
Self-Employed
16.944328
Urban
Premium
0
16
null
4
2019-11-26 15:21:39.134960
Good
No
Monthly
House
852
33,268
31
Female
20,211
Married
1
Bachelor's
null
44.039005
Urban
Basic
3
7
756
1
2019-10-31 15:21:39.155231
Average
No
Daily
Condo
862
33,269
53
Female
null
Single
null
Master's
Self-Employed
null
Urban
Premium
null
3
438
5
2020-02-13 15:21:39.112553
Poor
No
Monthly
Condo
2,133
33,270
40
Female
1,048
Married
3
Master's
Unemployed
20.73717
Suburban
Premium
0
1
621
8
2023-06-18 15:21:39.155231
Average
No
Monthly
House
27
33,271
48
Male
5,033
Married
0
PhD
Unemployed
15.28615
Urban
Premium
1
2
582
7
2022-04-28 15:21:39.133866
Average
Yes
Rarely
Apartment
2,644
33,272
27
Female
46,807
Married
3
PhD
Self-Employed
12.109047
Suburban
Premium
1
18
765
8
2020-08-07 15:21:39.205850
null
Yes
Weekly
Condo
37
33,273
47
Female
5,737
Single
2
PhD
Employed
45.868188
Urban
Premium
0
16
null
9
2023-04-21 15:21:39.089116
null
No
Monthly
Condo
1,130
33,274
62
Male
28,450
Single
0
High School
Employed
10.06876
Rural
Basic
1
17
615
3
2023-10-17 15:21:39.092127
Good
Yes
Weekly
Apartment
1,703
33,275
52
Male
901
Divorced
1
Master's
Unemployed
26.284881
Suburban
Premium
2
7
406
5
2022-02-26 15:21:39.289099
Average
Yes
Rarely
House
1,224
33,276
48
Male
4,913
Single
3
PhD
Employed
16.098453
Rural
Basic
1
15
823
4
2021-11-24 15:21:39.274993
Good
No
Daily
Condo
2,188
33,277
53
Female
95,846
Single
1
PhD
Self-Employed
16.395216
Rural
Premium
1
13
573
2
2023-03-05 15:21:39.279729
Poor
Yes
Daily
House
3,712
33,278
62
Male
8,511
Married
1
Master's
Unemployed
8.68187
Rural
Basic
0
2
null
6
2024-04-23 15:21:39.237118
Good
No
Weekly
House
419
33,279
22
Female
764
Married
null
Bachelor's
null
29.567248
Suburban
Premium
0
7
null
3
2023-03-05 15:21:39.187211
Poor
No
Monthly
Apartment
3,143
33,280
36
Female
null
Single
2
High School
Self-Employed
5.668872
Urban
Basic
1
5
501
3
2021-04-05 15:21:39.188220
Average
Yes
Weekly
Apartment
293
33,281
28
Male
11,590
Married
3
PhD
Employed
34.982713
Urban
Premium
0
19
531
7
2022-03-30 15:21:39.134960
Average
Yes
Monthly
House
1,495
33,282
53
Female
null
Divorced
4
Master's
Self-Employed
null
Suburban
Basic
4
19
586
3
2023-07-30 15:21:39.174719
null
No
Daily
Apartment
535
33,283
53
Female
11,076
Single
null
High School
Employed
19.834382
Urban
Basic
null
10
368
2
2022-09-20 15:21:39.237118
Good
No
Rarely
Condo
578
33,284
38
Female
57,612
Single
1
Bachelor's
Employed
18.710899
Urban
Comprehensive
null
5
381
8
2023-08-07 15:21:39.178717
null
Yes
Daily
Condo
1,541
33,285
56
Male
28,894
Single
1
Bachelor's
null
28.71773
Rural
Comprehensive
null
19
704
1
2021-05-02 15:21:39.120168
Good
Yes
Weekly
House
473
33,286
35
Female
15,774
Single
2
Master's
null
43.681695
Rural
Basic
1
11
819
8
2020-11-02 15:21:39.155231
Good
Yes
Weekly
Apartment
1,087
33,287
28
Male
18,076
Divorced
2
Bachelor's
Employed
31.494038
Suburban
Premium
2
12
536
9
2021-01-12 15:21:39.215386
Good
Yes
Rarely
Apartment
498
33,288
20
Male
1,206
Divorced
2
Bachelor's
null
12.985056
Rural
Comprehensive
2
13
672
4
2022-05-20 15:21:39.287115
Poor
No
Weekly
Apartment
365
33,289
59
Male
8,095
Divorced
0
PhD
null
30.587557
Rural
Comprehensive
0
4
506
3
2020-07-02 15:21:39.192212
Poor
No
Rarely
Apartment
4,870
33,290
45
Female
76,018
Single
1
PhD
null
27.938357
Suburban
Comprehensive
1
15
520
1
2020-03-28 15:21:39.180553
Good
Yes
Monthly
Apartment
211
33,291
46
Female
18,081
Divorced
0
High School
Employed
35.683967
Urban
Comprehensive
null
7
619
9
2024-03-17 15:21:39.168099
Average
Yes
Monthly
Condo
916
33,292
43
Female
58,818
Single
2
High School
null
48.936119
Suburban
Comprehensive
1
5
689
2
2021-08-05 15:21:39.183598
Average
Yes
Rarely
Condo
49
33,293
63
Male
30,407
Married
2
Master's
null
null
Suburban
Comprehensive
null
5
795
2
2022-06-11 15:21:39.204790
Poor
Yes
Monthly
Apartment
1,445
33,294
22
Male
48,564
Married
3
Master's
Self-Employed
47.178725
Urban
Comprehensive
0
13
314
5
2021-07-30 15:21:39.149731
Good
Yes
Monthly
Condo
1,450
33,295
46
Male
23,484
Divorced
2
Master's
Employed
null
Rural
Comprehensive
2
8
481
8
2021-01-25 15:21:39.202448
Good
Yes
Daily
House
605
33,296
24
Male
45,990
Divorced
null
Bachelor's
Employed
34.518919
Suburban
Comprehensive
2
15
597
7
2020-02-04 15:21:39.172097
Average
No
Weekly
House
474
33,297
26
Female
4,851
Married
2
Master's
Unemployed
30.510069
Suburban
Comprehensive
2
11
847
8
2023-10-24 15:21:39.256696
Poor
Yes
Rarely
House
36
33,298
50
Male
50,991
Single
2
Master's
Employed
10.883672
Suburban
Comprehensive
null
7
377
7
2021-01-23 15:21:39.261856
Poor
Yes
Monthly
House
2,371
33,299
61
Female
18,746
Divorced
0
Master's
Unemployed
35.004295
Urban
Comprehensive
1
17
643
8
2021-07-17 15:21:39.155231
Good
Yes
Monthly
Condo
705