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
1,175,200
40
Female
6,391
Single
2
High School
null
19.88809
Urban
Comprehensive
2
13
639
2
2019-12-15 15:21:39.122134
Poor
No
Monthly
House
1,039
1,175,201
47
Female
10,096
Married
1
Bachelor's
Self-Employed
27.991518
Suburban
Comprehensive
0
5
null
7
2023-10-21 15:21:39.132191
Good
No
Weekly
House
2,117
1,175,202
58
Female
11,678
Single
0
Master's
Employed
23.955444
Rural
Basic
null
1
546
3
2020-09-26 15:21:39.283783
Good
Yes
Weekly
Condo
2,494
1,175,203
57
Male
15,881
Single
3
Bachelor's
Unemployed
48.648789
Urban
Basic
3
4
644
5
2024-03-08 15:21:39.080440
Average
Yes
Rarely
Apartment
745
1,175,204
27
Male
52,423
Married
3
Master's
Employed
31.154646
Suburban
Premium
0
4
364
7
2019-10-14 15:21:39.148733
Poor
No
Rarely
House
845
1,175,205
64
Male
57,824
Married
4
Master's
Unemployed
20.078061
Rural
Premium
null
14
412
7
2024-01-03 15:21:39.095696
Poor
Yes
Daily
Condo
524
1,175,206
35
Male
2,456
Divorced
0
High School
Self-Employed
14.557913
Urban
Basic
2
3
323
5
2019-09-11 15:21:39.272456
Good
Yes
Weekly
House
1,805
1,175,207
40
Male
16,077
Divorced
3
PhD
Self-Employed
47.945593
Rural
Basic
1
10
null
3
2023-10-04 15:21:39.152732
Poor
No
Rarely
House
708
1,175,208
32
Male
18,307
Single
0
Master's
Self-Employed
21.080139
Rural
Comprehensive
1
17
782
6
2019-10-07 15:21:39.096739
Poor
Yes
Weekly
House
835
1,175,209
21
Male
20,542
Divorced
2
PhD
Unemployed
8.886795
Urban
Basic
null
1
746
4
2021-04-06 15:21:39.280784
Good
No
Rarely
Apartment
205
1,175,210
62
Female
98,838
Married
1
PhD
null
28.448925
Urban
Comprehensive
null
8
310
8
2024-03-07 15:21:39.134960
Poor
Yes
Daily
Condo
874
1,175,211
27
Male
144,783
Divorced
0
Bachelor's
Unemployed
9.084115
Suburban
Basic
2
10
619
1
2019-08-20 15:21:39.194829
null
No
Rarely
Condo
989
1,175,212
44
Female
17,095
Married
0
PhD
Unemployed
13.979115
Urban
Basic
null
10
730
2
2022-01-01 15:21:39.134960
Good
Yes
Monthly
House
940
1,175,213
38
Male
26,395
Divorced
4
Master's
Unemployed
29.381962
Urban
Premium
0
1
null
2
2020-09-17 15:21:39.237118
Average
No
Daily
House
581
1,175,214
61
Female
27,222
Single
0
PhD
null
34.177746
Suburban
Basic
null
7
761
8
2019-09-22 15:21:39.192212
Good
Yes
Monthly
Apartment
459
1,175,215
61
Female
25,991
Divorced
2
Bachelor's
Employed
25.078989
Suburban
Premium
null
18
519
2
2022-10-09 15:21:39.155231
Average
No
Rarely
Apartment
45
1,175,216
52
Female
11,873
Single
3
PhD
Self-Employed
33.918246
Rural
Comprehensive
null
15
512
4
2024-02-16 15:21:39.167099
Good
No
Rarely
Condo
1,016
1,175,217
54
Female
5,937
Divorced
2
Master's
Unemployed
24.172524
Urban
Comprehensive
1
16
796
1
2022-02-14 15:21:39.143708
Poor
Yes
Rarely
Condo
647
1,175,218
47
Female
61,918
Single
3
Bachelor's
Unemployed
36.739805
Rural
Premium
1
18
595
9
2023-02-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
123
1,175,219
23
Male
30,537
Divorced
1
PhD
Self-Employed
19.772814
Rural
Premium
1
1
678
2
2021-01-14 15:21:39.170099
Good
Yes
Weekly
Condo
128
1,175,220
62
Female
44,763
Divorced
0
PhD
Employed
21.809429
Suburban
Basic
0
0
null
4
2023-08-19 15:21:39.155231
Average
No
Daily
Condo
1,294
1,175,221
53
Male
null
Married
1
Bachelor's
null
46.374866
Urban
Basic
null
10
733
5
2023-11-01 15:21:39.155231
Poor
Yes
Monthly
House
100
1,175,222
47
Female
5,629
Divorced
3
Bachelor's
Unemployed
15.713619
Suburban
Premium
0
11
513
8
2020-02-28 15:21:39.155231
Poor
Yes
Daily
House
199
1,175,223
39
Male
24,430
Married
3
PhD
Unemployed
null
Rural
Basic
null
19
759
2
2023-01-23 15:21:39.102694
Average
No
Daily
Apartment
611
1,175,224
48
Male
7,960
Married
3
PhD
Self-Employed
43.146794
Suburban
Premium
1
15
609
7
2024-04-27 15:21:39.206847
Poor
No
Daily
House
1,016
1,175,225
32
Female
24,591
Single
3
PhD
Unemployed
36.857673
Urban
Basic
null
16
542
2
2020-08-04 15:21:39.134960
Average
Yes
Daily
Condo
2,518
1,175,226
39
Female
938
Single
2
Master's
null
null
Urban
Premium
0
13
null
3
2023-06-07 15:21:39.245086
Average
No
Rarely
Condo
812
1,175,227
50
Female
15,556
Married
null
PhD
null
6.891755
Suburban
Comprehensive
null
9
566
7
2021-12-17 15:21:39.134960
Poor
No
Monthly
Condo
1,847
1,175,228
28
Female
27,273
Divorced
1
High School
Unemployed
40.077092
Rural
Basic
1
2
849
6
2023-01-04 15:21:39.269494
Poor
Yes
Rarely
House
2,918
1,175,229
61
Female
4,419
Divorced
3
PhD
null
20.812996
Suburban
Premium
2
8
710
5
2022-08-09 15:21:39.107553
Good
Yes
Monthly
Apartment
1,318
1,175,230
48
Female
70,576
Married
0
High School
Unemployed
36.719126
Suburban
Comprehensive
0
7
445
6
2024-01-17 15:21:39.194829
Good
Yes
Rarely
House
736
1,175,231
42
Male
16,069
Married
0
Master's
Self-Employed
24.993569
Rural
Premium
2
6
659
9
2020-06-17 15:21:39.155231
Good
No
Weekly
Apartment
1,520
1,175,232
33
Female
20,231
Married
0
Bachelor's
Employed
11.385414
Suburban
Comprehensive
2
17
441
2
2022-09-02 15:21:39.091080
Average
No
Rarely
House
1,426
1,175,233
18
Male
20,931
Married
4
High School
Employed
29.038263
Urban
Basic
0
12
550
7
2020-05-12 15:21:39.235012
Poor
No
Daily
House
782
1,175,234
44
Female
16,215
Married
0
PhD
Employed
7.28657
Suburban
Comprehensive
null
13
463
9
2023-12-08 15:21:39.089116
Good
No
Weekly
Apartment
109
1,175,235
44
Female
60,466
Divorced
3
Bachelor's
Employed
21.890522
Suburban
Comprehensive
0
10
459
2
2022-06-13 15:21:39.134960
Good
Yes
Weekly
Apartment
1,854
1,175,236
37
Female
29,078
Single
0
High School
Self-Employed
21.927085
Suburban
Basic
2
10
709
9
2021-09-06 15:21:39.082499
Average
No
Weekly
House
1,383
1,175,237
19
Male
28,947
Divorced
1
Bachelor's
Employed
10.908585
Rural
Premium
1
12
765
5
2019-11-27 15:21:39.125660
Poor
Yes
Weekly
Condo
1,859
1,175,238
47
Male
66,711
Single
1
High School
null
7.266828
Rural
Premium
0
3
335
4
2023-11-01 15:21:39.253660
Good
Yes
Daily
Condo
543
1,175,239
null
Male
11,960
Divorced
0
PhD
Unemployed
30.865192
Rural
Comprehensive
0
0
802
2
2021-06-19 15:21:39.155231
Good
No
Monthly
Condo
1,051
1,175,240
59
Female
121,518
Married
2
Master's
Unemployed
8.038649
Suburban
Basic
1
8
407
4
2021-04-10 15:21:39.155231
Good
No
Monthly
Condo
1,747
1,175,241
60
Female
8,072
Single
4
Bachelor's
Employed
21.751056
Rural
Comprehensive
1
8
472
2
2020-11-14 15:21:39.091080
Average
No
Weekly
Condo
941
1,175,242
56
Female
29,701
Married
1
High School
null
38.913987
Urban
Comprehensive
0
10
null
3
2022-11-30 15:21:39.257696
Good
Yes
Weekly
Apartment
295
1,175,243
19
Female
4,832
Married
3
Bachelor's
Self-Employed
41.09775
Urban
Basic
1
7
496
4
2021-10-08 15:21:39.282785
null
Yes
Weekly
House
925
1,175,244
19
Male
null
Single
3
PhD
Self-Employed
25.92828
Rural
Premium
0
17
478
2
2022-01-02 15:21:39.245086
Good
Yes
Weekly
Apartment
50
1,175,245
37
Female
12,881
Single
2
Bachelor's
Unemployed
16.189032
Rural
Basic
0
14
null
2
2019-09-24 15:21:39.261856
Poor
No
Weekly
House
703
1,175,246
39
Male
38,133
Single
null
Bachelor's
null
36.865119
Suburban
Comprehensive
null
12
488
9
2020-02-27 15:21:39.237118
Poor
Yes
Daily
Condo
4,407
1,175,247
42
Female
20,378
Single
1
Master's
null
30.912908
Rural
Basic
null
6
806
9
2020-04-06 15:21:39.134960
Poor
No
Rarely
House
472
1,175,248
23
Female
993
Single
0
High School
null
20.176039
Urban
Comprehensive
null
12
446
3
2022-03-29 15:21:39.216387
Good
Yes
Daily
House
1,242
1,175,249
57
Female
30,553
Single
null
PhD
Self-Employed
32.990469
Rural
Basic
0
17
577
9
2023-03-09 15:21:39.134960
Good
Yes
Rarely
Apartment
1,353
1,175,250
54
Male
47,839
Married
4
PhD
Unemployed
24.352323
Urban
Premium
2
0
316
3
2021-01-09 15:21:39.168099
Poor
Yes
Weekly
House
860
1,175,251
57
Female
59,071
Single
4
PhD
null
24.41633
Rural
Comprehensive
null
5
438
1
2020-03-16 15:21:39.143708
Average
Yes
Rarely
Condo
893
1,175,252
45
Male
72,385
Single
1
Master's
Self-Employed
44.508041
Rural
Basic
null
2
469
1
2020-03-26 15:21:39.251142
Poor
Yes
Daily
House
48
1,175,253
30
Female
30,783
Divorced
4
PhD
Self-Employed
19.897411
Suburban
Premium
null
12
371
1
2023-04-07 15:21:39.095696
Average
No
Monthly
House
812
1,175,254
49
Male
47,841
Divorced
0
High School
Unemployed
51.671424
Suburban
Basic
0
16
613
5
2023-07-27 15:21:39.134960
Good
Yes
Monthly
Apartment
1,166
1,175,255
22
Female
null
Divorced
4
High School
null
42.765568
Rural
Premium
0
13
397
3
2024-08-07 15:21:39.114118
Poor
Yes
Rarely
House
1,048
1,175,256
20
Male
28,963
Single
3
PhD
null
25.678503
Rural
Comprehensive
0
9
553
5
2020-01-16 15:21:39.276901
Good
Yes
Rarely
Condo
1,233
1,175,257
30
Male
23,897
Married
1
Bachelor's
Employed
5.967187
Rural
Basic
0
13
814
7
2020-05-23 15:21:39.226954
Poor
Yes
Daily
Apartment
948
1,175,258
32
Female
14,079
Divorced
2
High School
Employed
12.895101
Urban
Premium
null
13
710
5
2021-10-19 15:21:39.247098
Average
Yes
Rarely
Apartment
709
1,175,259
58
Male
3,972
Single
null
High School
null
27.404812
Rural
Basic
3
19
616
6
2023-12-15 15:21:39.155231
Poor
No
Rarely
House
1,356
1,175,260
30
Male
82,326
Married
0
High School
null
37.929413
Suburban
Comprehensive
null
3
591
4
2021-05-05 15:21:39.109552
Poor
No
Daily
Apartment
394
1,175,261
18
Male
8,062
Divorced
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
18
829
9
2023-03-21 15:21:39.094752
Good
No
Daily
Condo
1,324
1,175,262
58
Male
1,002
Single
1
High School
Unemployed
15.261824
Suburban
Basic
3
13
489
3
2022-02-01 15:21:39.091080
null
Yes
Daily
Condo
2,146
1,175,263
28
Female
3,793
Divorced
2
PhD
null
4.678481
Suburban
Basic
0
14
593
6
2022-01-17 15:21:39.221386
Average
No
Monthly
Apartment
2,149
1,175,264
53
Male
18,069
Married
null
PhD
null
30.664996
Rural
Comprehensive
1
17
null
6
2019-12-12 15:21:39.288099
Good
No
Rarely
Apartment
2,396
1,175,265
26
Female
4,953
Divorced
2
High School
null
20.159826
Urban
Basic
0
16
null
6
2022-02-05 15:21:39.134960
Good
No
Daily
House
2,159
1,175,266
46
Male
15,383
Divorced
2
Master's
Self-Employed
12.039453
Suburban
Comprehensive
0
18
697
9
2021-08-10 15:21:39.134960
Poor
No
Monthly
Apartment
1,879
1,175,267
28
Male
4,538
Single
0
PhD
Self-Employed
16.839863
Suburban
Basic
0
6
null
1
2021-07-14 15:21:39.087123
Poor
Yes
Monthly
House
1,872
1,175,268
52
Female
42,263
Divorced
2
PhD
null
13.073539
Urban
Comprehensive
0
18
831
4
2019-12-17 15:21:39.122134
Average
No
Daily
Apartment
829
1,175,269
29
Male
1,369
Single
4
High School
null
12.827577
Urban
Premium
0
8
772
5
2020-03-21 15:21:39.237118
Good
Yes
Rarely
Apartment
2,145
1,175,270
47
Male
44,100
Married
4
Master's
Unemployed
12.865314
Suburban
Basic
1
18
612
4
2020-03-04 15:21:39.155231
Average
No
Daily
House
904
1,175,271
37
Male
3,246
Divorced
4
Master's
Self-Employed
5.813843
Suburban
Comprehensive
0
14
508
7
2022-10-12 15:21:39.129190
Poor
No
Weekly
House
2,747
1,175,272
49
Female
71,259
Single
0
Master's
Unemployed
null
Rural
Comprehensive
0
13
438
6
2021-07-29 15:21:39.192212
Average
Yes
Rarely
Condo
924
1,175,273
40
Male
23,767
Divorced
4
Master's
Self-Employed
7.859224
Rural
Comprehensive
2
6
636
7
2020-05-13 15:21:39.155231
Good
No
Daily
Condo
801
1,175,274
25
Female
90,978
Divorced
4
PhD
null
20.073345
Urban
Basic
4
2
464
6
2024-06-08 15:21:39.121169
Poor
Yes
Rarely
Condo
291
1,175,275
26
Male
30,373
Married
4
PhD
Self-Employed
25.634341
Rural
Comprehensive
2
9
651
2
2023-12-03 15:21:39.093681
Good
Yes
Monthly
House
477
1,175,276
28
Female
55,921
Single
2
Master's
null
36.764487
Suburban
Comprehensive
0
14
587
6
2019-11-30 15:21:39.282785
Average
No
Monthly
House
39
1,175,277
24
Female
2,864
Divorced
4
Master's
Unemployed
21.576579
Rural
Comprehensive
2
15
466
1
2020-12-18 15:21:39.237118
Average
No
Weekly
Condo
2,717
1,175,278
25
Female
24,007
Married
null
Bachelor's
Employed
25.974209
Urban
Basic
null
7
607
1
2022-01-17 15:21:39.211806
Poor
No
Weekly
House
1,199
1,175,279
23
Male
55,989
Married
4
Bachelor's
Unemployed
16.893658
Rural
Basic
2
8
554
7
2024-06-13 15:21:39.256696
Poor
Yes
Daily
Apartment
2,122
1,175,280
59
Male
45,388
Single
0
High School
null
32.030956
Rural
Comprehensive
1
7
636
8
2022-01-16 15:21:39.094752
Average
No
Daily
Apartment
1,770
1,175,281
37
Female
97,932
Married
null
PhD
Self-Employed
38.869087
Suburban
Comprehensive
1
8
476
3
2022-10-01 15:21:39.092127
Good
Yes
Weekly
House
2,104
1,175,282
40
Female
10,894
Divorced
4
Master's
Unemployed
28.307895
Urban
Comprehensive
null
19
null
2
2020-10-27 15:21:39.132191
Poor
Yes
Weekly
Condo
657
1,175,283
64
Female
16,011
Divorced
4
Master's
Self-Employed
14.363083
Urban
Basic
1
1
482
4
2021-06-08 15:21:39.229482
Good
Yes
Daily
House
81
1,175,284
46
Female
72,991
Divorced
3
High School
Self-Employed
13.624274
Suburban
Basic
3
1
694
3
2023-03-08 15:21:39.121169
Good
No
Rarely
Apartment
2,353
1,175,285
50
Female
61,847
Single
2
Master's
Employed
34.722963
Suburban
Basic
1
14
null
3
2023-08-04 15:21:39.155231
null
Yes
Weekly
Condo
133
1,175,286
31
Female
579
Divorced
3
Bachelor's
Self-Employed
14.673845
Rural
Premium
0
13
311
6
2020-01-27 15:21:39.173834
null
Yes
Weekly
House
1,790
1,175,287
64
Male
15,962
Single
2
High School
null
31.919175
Rural
Basic
null
9
379
8
2019-10-02 15:21:39.133751
Poor
No
Weekly
Apartment
562
1,175,288
52
Male
18,380
Divorced
0
Master's
Unemployed
41.072318
Suburban
Basic
1
7
null
1
2019-10-14 15:21:39.155231
Poor
No
Daily
House
1,867
1,175,289
42
Male
20,237
Married
0
High School
Employed
20.410741
Urban
Basic
0
11
576
8
2023-05-12 15:21:39.145732
Poor
No
Weekly
Apartment
1,069
1,175,290
41
Male
38,599
Married
4
High School
null
20.716198
Urban
Basic
0
10
492
5
2022-06-23 15:21:39.172097
Good
Yes
Monthly
Apartment
464
1,175,291
44
Male
16,285
Married
4
PhD
Self-Employed
19.030868
Urban
Basic
null
11
567
6
2019-11-22 15:21:39.254678
Good
Yes
Monthly
Apartment
833
1,175,292
52
Male
2,325
Married
4
PhD
Unemployed
31.865234
Suburban
Basic
null
2
583
2
2023-04-26 15:21:39.279729
Average
Yes
Rarely
House
44
1,175,293
27
Female
52,443
Single
2
High School
null
38.936813
Rural
Premium
null
7
647
3
2019-11-03 15:21:39.149731
Good
No
Daily
Condo
76
1,175,294
57
Male
4,437
Married
0
Master's
Self-Employed
26.692999
Urban
Premium
3
15
815
9
2023-10-26 15:21:39.144722
Poor
No
Weekly
Apartment
2,479
1,175,295
34
Female
1,285
Single
4
Bachelor's
Self-Employed
13.556674
Urban
Basic
1
12
496
5
2021-10-07 15:21:39.272456
Good
No
Monthly
House
275
1,175,296
61
Female
70,531
Married
null
PhD
null
21.356472
Urban
Basic
2
2
436
9
2020-05-13 15:21:39.254678
Average
Yes
Weekly
Condo
656
1,175,297
48
Male
27,199
Divorced
3
Master's
Unemployed
44.180823
Urban
Basic
0
16
685
2
2020-09-17 15:21:39.245086
null
No
Monthly
House
1,527
1,175,298
52
Female
null
Divorced
1
PhD
Unemployed
40.908273
Suburban
Comprehensive
0
4
578
2
2020-04-11 15:21:39.271453
Average
Yes
Monthly
Apartment
100
1,175,299
46
Female
948
Divorced
0
Master's
Unemployed
10.80271
Urban
Comprehensive
null
19
476
9
2020-10-20 15:21:39.155231
Poor
No
Rarely
House
1,224