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
31,200
58
Female
6,904
Single
1
Bachelor's
Employed
37.749461
Suburban
Basic
null
1
848
3
2023-04-25 15:21:39.152732
Average
No
Monthly
House
28
31,201
43
Male
32,779
Single
4
PhD
null
14.592239
Urban
Comprehensive
1
11
312
4
2020-10-21 15:21:39.114118
Average
No
Daily
Apartment
788
31,202
18
Male
72,945
Single
null
PhD
Unemployed
35.118038
Rural
Basic
null
7
488
7
2024-05-23 15:21:39.134960
Good
No
Monthly
House
1,836
31,203
20
Female
95,196
Married
4
High School
Self-Employed
18.632192
Rural
Basic
null
5
632
5
2023-12-11 15:21:39.207847
Average
No
Weekly
Condo
101
31,204
null
Male
3,801
Divorced
0
High School
null
6.539018
Suburban
Basic
3
11
565
9
2024-02-27 15:21:39.091080
Good
No
Daily
Condo
2,387
31,205
55
Male
124,840
null
3
PhD
null
18.642656
Urban
Basic
3
19
709
3
2022-10-16 15:21:39.251142
Poor
Yes
Weekly
Condo
511
31,206
38
Male
11,936
Divorced
3
Bachelor's
null
42.815316
Urban
Basic
0
3
698
5
2024-06-03 15:21:39.237118
Good
Yes
Daily
Condo
506
31,207
30
Female
null
Divorced
1
Bachelor's
null
21.162591
Rural
Comprehensive
3
14
833
7
2022-05-19 15:21:39.107553
Poor
No
Rarely
Apartment
25
31,208
20
Female
39,094
Single
2
Bachelor's
null
12.984801
Suburban
Premium
1
4
751
9
2024-04-02 15:21:39.237118
Poor
No
Rarely
House
1,559
31,209
52
Female
5,569
Divorced
2
High School
Self-Employed
45.691908
Urban
Comprehensive
3
11
819
9
2023-03-23 15:21:39.261856
Average
No
Weekly
Apartment
906
31,210
52
Male
143,341
Married
1
PhD
Employed
24.272301
Rural
Basic
2
11
573
8
2023-03-12 15:21:39.152732
null
Yes
Rarely
House
919
31,211
19
Female
71,516
Married
1
Master's
Unemployed
3.854137
Rural
Premium
1
0
497
5
2024-01-31 15:21:39.102694
Good
No
Weekly
Condo
24
31,212
55
Female
2,426
Married
3
Bachelor's
Unemployed
20.097554
Rural
Premium
1
7
772
9
2021-06-12 15:21:39.168099
Poor
No
Weekly
House
2,796
31,213
62
Female
15,284
Single
3
High School
Self-Employed
32.90328
Urban
Premium
null
8
566
3
2023-09-01 15:21:39.106582
Poor
No
Monthly
House
886
31,214
62
Male
44,729
Divorced
null
High School
Employed
49.482999
Urban
Premium
2
2
706
4
2024-03-23 15:21:39.155231
Good
Yes
Monthly
Condo
1,033
31,215
31
Male
26,991
Divorced
null
Bachelor's
Employed
16.374558
Urban
Basic
2
4
797
6
2020-04-27 15:21:39.223901
Poor
No
Rarely
House
548
31,216
31
Female
6,934
Divorced
null
Bachelor's
Self-Employed
9.299861
Urban
Comprehensive
0
8
798
1
2021-03-03 15:21:39.146733
Average
Yes
Monthly
House
1,208
31,217
26
Female
28,650
Divorced
0
PhD
Employed
8.943337
Rural
Premium
null
17
811
2
2023-01-16 15:21:39.163910
Average
No
Monthly
Condo
564
31,218
24
Male
17,885
Divorced
null
Master's
Self-Employed
28.654421
Suburban
Premium
null
9
827
8
2023-04-22 15:21:39.091080
Good
Yes
Monthly
House
857
31,219
33
Male
26,700
Single
4
PhD
Employed
8.394924
Rural
Premium
null
12
609
9
2019-10-27 15:21:39.134960
Average
Yes
Rarely
Apartment
1,442
31,220
23
Female
64,368
Married
2
Master's
Employed
8.817643
Suburban
Comprehensive
2
4
836
4
2023-10-05 15:21:39.134960
null
Yes
Rarely
House
68
31,221
51
Male
24,682
Divorced
0
High School
null
null
Urban
Comprehensive
1
7
785
8
2024-08-12 15:21:39.230483
Good
No
Rarely
House
2,343
31,222
59
Female
23,755
Single
1
Master's
null
30.234788
Urban
Comprehensive
null
19
514
7
2023-01-12 15:21:39.090124
Good
No
Monthly
Apartment
1,546
31,223
29
Female
17,435
Single
4
High School
Self-Employed
9.241619
Suburban
Comprehensive
null
18
734
6
2023-01-10 15:21:39.164044
Good
No
Rarely
Condo
271
31,224
20
Male
1,311
Married
1
PhD
Self-Employed
38.651471
Rural
Premium
1
12
null
7
2024-02-18 15:21:39.237118
Average
No
Monthly
Apartment
3,243
31,225
null
Male
24,952
Married
2
Master's
null
20.955222
Rural
Premium
1
1
797
7
2022-01-10 15:21:39.237118
Poor
No
Daily
House
773
31,226
55
Male
38,343
Divorced
0
Master's
Unemployed
30.878643
Rural
Premium
0
0
639
7
2024-03-11 15:21:39.182597
Good
No
Daily
Condo
38
31,227
44
Male
25,790
Married
1
PhD
Unemployed
7.111445
Rural
Basic
null
18
377
6
2023-07-21 15:21:39.260856
Good
No
Weekly
House
939
31,228
44
Female
1,612
Divorced
2
High School
null
12.285429
Suburban
Comprehensive
2
2
808
1
2020-12-21 15:21:39.276901
Poor
Yes
Weekly
Apartment
1,225
31,229
64
Male
39,087
Married
1
PhD
null
19.181593
Urban
Basic
1
15
653
6
2023-02-13 15:21:39.180553
Poor
Yes
Rarely
Apartment
1,627
31,230
31
Female
10,166
Married
0
Bachelor's
Self-Employed
5.945595
Urban
Premium
null
8
790
5
2023-05-27 15:21:39.188220
Poor
No
Daily
Condo
1,766
31,231
59
Female
131,495
Single
1
High School
Employed
null
Urban
Basic
null
12
null
9
2023-10-16 15:21:39.287115
null
Yes
Weekly
Condo
2,153
31,232
58
Female
40,509
Single
1
Master's
null
14.633745
Rural
Comprehensive
0
9
587
2
2021-08-20 15:21:39.134960
Good
No
Rarely
House
637
31,233
52
Female
null
null
4
Master's
null
16.069647
Suburban
Comprehensive
0
9
683
3
2022-09-29 15:21:39.185215
Poor
Yes
Monthly
Condo
119
31,234
58
Female
43,119
Married
1
Bachelor's
Employed
4.339312
Rural
Basic
2
19
495
9
2023-05-06 15:21:39.119168
Good
Yes
Rarely
House
173
31,235
36
Male
5,027
Divorced
4
PhD
Employed
32.178769
Urban
Comprehensive
null
3
429
6
2024-08-01 15:21:39.132191
Poor
No
Rarely
Apartment
997
31,236
40
Male
55,416
Married
3
High School
Unemployed
32.121465
Rural
Comprehensive
null
13
462
9
2024-04-17 15:21:39.134960
Poor
Yes
Daily
Apartment
2,686
31,237
27
Male
43,463
Divorced
4
PhD
null
31.914604
Suburban
Basic
2
15
659
1
2020-10-08 15:21:39.233485
Average
Yes
Weekly
Condo
1,242
31,238
52
Female
43,485
Single
0
Bachelor's
Self-Employed
27.69703
Rural
Basic
null
12
581
8
2024-01-17 15:21:39.210805
Poor
No
Monthly
Apartment
597
31,239
26
Male
14,863
Divorced
null
Master's
null
10.288628
Rural
Comprehensive
0
15
415
9
2022-03-10 15:21:39.254678
Average
No
Rarely
House
893
31,240
53
Male
9,058
Married
1
PhD
Unemployed
21.54509
Rural
Basic
0
17
744
6
2021-10-11 15:21:39.155231
Good
Yes
Monthly
House
1,085
31,241
25
Male
43,836
Divorced
3
High School
Unemployed
34.128068
Suburban
Comprehensive
2
18
null
1
2021-06-12 15:21:39.280784
Poor
No
Weekly
Condo
710
31,242
37
Female
47,113
Single
3
High School
Unemployed
32.829126
Urban
Comprehensive
1
10
600
9
2024-01-20 15:21:39.134960
Good
Yes
Daily
Condo
225
31,243
26
Male
73,610
Single
null
Bachelor's
null
33.155311
Suburban
Comprehensive
null
5
704
6
2022-07-21 15:21:39.155231
Average
Yes
Rarely
Condo
361
31,244
31
Male
8,090
null
2
High School
Unemployed
33.072852
Suburban
Premium
1
15
746
1
2021-09-02 15:21:39.147735
Good
No
Rarely
Condo
832
31,245
64
Male
80,918
Married
1
Bachelor's
Unemployed
17.922692
Suburban
Comprehensive
null
8
416
4
2022-06-03 15:21:39.123711
Good
No
Monthly
House
1,535
31,246
31
Male
45,646
Divorced
0
Master's
null
24.958391
Urban
Premium
null
9
566
2
2023-04-23 15:21:39.134960
Poor
Yes
Daily
Condo
1,618
31,247
22
Female
3,318
Single
0
Bachelor's
Self-Employed
25.237981
Suburban
Comprehensive
1
16
585
8
2023-04-04 15:21:39.198406
null
Yes
Daily
House
2,853
31,248
28
Female
13,792
Divorced
2
High School
Employed
10.835361
Urban
Premium
1
14
779
4
2023-04-26 15:21:39.230483
Poor
Yes
Monthly
Condo
438
31,249
50
Female
15,292
Single
0
Bachelor's
Employed
47.629717
Urban
Comprehensive
null
13
609
9
2020-05-23 15:21:39.134960
Average
Yes
Rarely
Condo
803
31,250
45
Male
38,916
Single
4
Master's
Unemployed
29.038669
Suburban
Comprehensive
1
15
798
5
2023-03-18 15:21:39.117183
Good
Yes
Rarely
Apartment
801
31,251
43
Male
23,894
Divorced
2
PhD
Unemployed
11.919289
Rural
Premium
0
7
576
6
2023-04-26 15:21:39.091080
Good
Yes
Monthly
House
2,128
31,252
32
Male
132,662
Single
null
Master's
null
30.783698
Rural
Basic
2
15
null
6
2021-10-05 15:21:39.286113
Average
Yes
Monthly
House
247
31,253
55
Male
82,873
Single
4
PhD
null
38.708938
Suburban
Basic
null
12
642
2
2024-03-23 15:21:39.128286
Good
Yes
Daily
Condo
393
31,254
25
Female
null
Single
2
Bachelor's
Employed
null
Suburban
Comprehensive
2
18
444
7
2021-07-29 15:21:39.261856
Good
Yes
Monthly
Apartment
715
31,255
26
Male
44,284
Divorced
4
High School
Self-Employed
22.053466
Suburban
Premium
1
12
517
9
2021-04-24 15:21:39.118178
Good
No
Weekly
Apartment
2,296
31,256
58
Male
113,056
Single
3
High School
Employed
null
Rural
Comprehensive
2
13
602
5
2024-06-12 15:21:39.152732
Good
No
Rarely
Condo
845
31,257
35
Male
121,337
Divorced
2
PhD
Self-Employed
15.991209
Rural
Comprehensive
0
17
360
6
2020-10-05 15:21:39.237118
Good
No
Monthly
House
2,913
31,258
35
Male
1,598
Married
4
Master's
Employed
13.840424
Rural
Comprehensive
1
16
null
7
2019-08-28 15:21:39.175719
Good
No
Rarely
House
2,114
31,259
59
Female
66,543
Single
2
High School
Unemployed
36.678311
Suburban
Basic
0
19
623
4
2024-03-21 15:21:39.093681
Average
No
Weekly
Condo
139
31,260
49
Female
11,625
Married
2
High School
null
48.840578
Urban
Comprehensive
0
0
782
3
2021-01-19 15:21:39.175719
Poor
Yes
Daily
Condo
756
31,261
42
Male
3,655
Divorced
3
Bachelor's
Employed
21.671222
Rural
Basic
0
6
341
6
2021-03-05 15:21:39.235012
Poor
No
Monthly
Apartment
591
31,262
34
Female
10,037
Married
4
Master's
Employed
17.257576
Suburban
Premium
2
3
577
1
2020-12-05 15:21:39.134960
Average
No
Monthly
Apartment
1,017
31,263
57
Male
11,903
Married
4
PhD
Employed
10.785219
Rural
Comprehensive
null
18
null
2
2021-07-16 15:21:39.180553
Average
Yes
Monthly
Apartment
1,320
31,264
50
Female
36,285
Divorced
3
Master's
null
7.938409
Urban
Basic
2
11
651
2
2021-10-19 15:21:39.104139
Average
Yes
Daily
House
1,160
31,265
62
Male
55,569
Single
2
Bachelor's
Self-Employed
39.637305
Suburban
Comprehensive
1
17
486
1
2021-07-02 15:21:39.172097
Average
No
Rarely
Apartment
178
31,266
27
Female
1,686
Married
4
Bachelor's
null
null
Rural
Basic
2
7
790
5
2019-12-01 15:21:39.276901
Average
No
Rarely
Apartment
662
31,267
24
Male
4,077
Married
2
PhD
Unemployed
22.845391
Rural
Comprehensive
null
18
445
5
2019-10-04 15:21:39.274993
Poor
Yes
Monthly
Apartment
587
31,268
22
Female
74,572
Married
4
Master's
Self-Employed
7.049595
Urban
Premium
null
0
695
4
2021-12-05 15:21:39.201446
Good
No
Monthly
House
137
31,269
50
Male
18,207
Single
null
PhD
Self-Employed
43.24242
Suburban
Basic
0
11
565
5
2024-02-15 15:21:39.178918
Average
Yes
Monthly
Condo
944
31,270
42
Female
5,734
Divorced
1
High School
Self-Employed
4.396674
Suburban
Comprehensive
1
14
null
8
2020-04-15 15:21:39.188220
Good
Yes
Rarely
Condo
4,547
31,271
34
Male
24,881
Single
1
PhD
Self-Employed
18.989845
Urban
Basic
1
4
834
1
2022-07-30 15:21:39.202448
null
Yes
Monthly
Condo
1,322
31,272
23
Male
8,054
Divorced
4
Master's
Self-Employed
16.41841
Rural
Premium
0
7
591
1
2023-12-11 15:21:39.134960
Good
Yes
Rarely
Apartment
1,523
31,273
43
Female
27,126
Married
2
PhD
Self-Employed
23.066336
Rural
Premium
null
13
539
1
2021-11-23 15:21:39.167099
Good
Yes
Monthly
Condo
1,361
31,274
31
Female
44,711
Divorced
0
PhD
Employed
3.251349
Suburban
Comprehensive
0
1
null
6
2021-06-03 15:21:39.201446
Poor
No
Rarely
Apartment
919
31,275
32
Female
1,588
Single
0
High School
Unemployed
null
Rural
Premium
0
8
705
3
2021-10-13 15:21:39.253660
Poor
No
Daily
Apartment
536
31,276
60
Male
765
Divorced
3
High School
Self-Employed
38.648612
Urban
Premium
1
6
437
7
2023-05-03 15:21:39.078837
Average
Yes
Monthly
Condo
1,284
31,277
22
Male
9,669
Married
null
Master's
Self-Employed
27.929667
Urban
Premium
null
0
712
8
2021-12-01 15:21:39.222387
Good
No
Daily
Condo
743
31,278
45
Female
137,535
Married
3
Bachelor's
null
null
Suburban
Basic
1
15
531
4
2023-11-22 15:21:39.102694
null
Yes
Rarely
Apartment
983
31,279
35
Male
80,569
Married
4
High School
null
32.812818
Urban
Comprehensive
null
17
418
3
2021-02-24 15:21:39.207847
null
Yes
Daily
Apartment
2,638
31,280
42
Female
86,777
Divorced
4
High School
Unemployed
25.842652
Suburban
Basic
null
4
386
9
2022-11-08 15:21:39.252145
Good
No
Monthly
Apartment
1,180
31,281
40
Male
23,894
Single
1
PhD
Self-Employed
9.837453
Suburban
Premium
null
11
757
5
2023-05-06 15:21:39.092127
Average
Yes
Rarely
Condo
541
31,282
50
Male
43,989
Single
0
Bachelor's
Employed
14.715636
Urban
Basic
2
19
531
2
2021-04-18 15:21:39.155231
Average
No
Daily
Condo
29
31,283
39
Female
26,981
Single
4
PhD
Employed
47.390962
Urban
Basic
0
0
797
2
2024-04-02 15:21:39.134960
Good
Yes
Weekly
House
1,459
31,284
60
Female
25,480
Married
2
PhD
Unemployed
27.279009
Suburban
Comprehensive
1
18
378
2
2022-10-05 15:21:39.093681
Average
No
Daily
Apartment
1,488
31,285
54
Male
63,719
Married
4
High School
Unemployed
40.735808
Rural
Premium
2
5
449
1
2024-05-14 15:21:39.143708
Good
No
Daily
House
492
31,286
48
Male
4,905
Single
3
High School
Unemployed
24.739217
Urban
Premium
1
8
810
8
2022-05-15 15:21:39.272456
Good
No
Rarely
Apartment
37
31,287
29
Female
88,619
Divorced
1
High School
Unemployed
null
Suburban
Comprehensive
0
11
739
4
2023-10-02 15:21:39.134960
null
Yes
Daily
House
828
31,288
27
Male
39,106
Divorced
1
PhD
Unemployed
25.126628
Suburban
Premium
null
16
null
2
2019-09-12 15:21:39.109552
Good
No
Monthly
Apartment
191
31,289
18
Female
15,696
Divorced
2
Bachelor's
null
18.914087
Rural
Basic
null
16
null
4
2023-06-25 15:21:39.247098
Average
No
Daily
Condo
538
31,290
52
Male
2,879
Divorced
1
Bachelor's
Unemployed
12.769727
Suburban
Comprehensive
0
19
843
1
2019-11-05 15:21:39.134960
Good
Yes
Rarely
Condo
652
31,291
21
Female
5,936
Single
0
Master's
Unemployed
24.472156
Suburban
Basic
0
10
844
8
2020-01-04 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,495
31,292
58
Female
46,698
Married
null
Master's
null
31.955806
Urban
Basic
1
9
371
1
2020-01-31 15:21:39.279729
Average
Yes
Rarely
House
1,805
31,293
42
Female
4,918
Married
4
High School
Unemployed
19.81228
Urban
Basic
0
3
null
7
2023-04-08 15:21:39.199447
Good
Yes
Monthly
Apartment
246
31,294
56
Male
4,972
null
0
PhD
Employed
22.69356
Rural
Basic
0
18
328
1
2022-06-08 15:21:39.122134
Good
No
Rarely
Apartment
928
31,295
30
Female
23,203
Married
null
Master's
Unemployed
33.330065
Suburban
Premium
2
17
596
1
2021-12-06 15:21:39.248098
Good
Yes
Weekly
House
1,584
31,296
44
Female
100,569
Single
null
High School
null
37.868452
Urban
Premium
null
0
324
6
2022-01-24 15:21:39.149731
Average
No
Daily
Apartment
3,737
31,297
20
Female
2,581
Divorced
1
Master's
Self-Employed
9.683628
Suburban
Premium
1
19
744
6
2020-11-15 15:21:39.152732
null
No
Daily
House
24
31,298
30
Female
3,382
Married
0
High School
null
6.553776
Suburban
Comprehensive
null
2
null
5
2020-03-10 15:21:39.264504
Average
Yes
Weekly
Condo
2,689
31,299
64
Male
81,784
Married
4
Bachelor's
null
26.091534
Suburban
Basic
null
17
844
1
2022-07-19 15:21:39.155231
null
Yes
Rarely
Condo
391