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
1,194,200
60
Female
3,634
Divorced
null
PhD
Employed
41.939343
Urban
Basic
3
17
683
8
2023-05-31 15:21:39.247098
Good
No
Daily
Condo
449
1,194,201
44
Male
5,038
Married
3
High School
Employed
27.38998
Urban
Premium
null
14
477
2
2020-06-07 15:21:39.208842
Poor
No
Daily
Apartment
486
1,194,202
19
Female
12,122
Divorced
0
Master's
Unemployed
14.072267
Urban
Basic
3
8
646
7
2019-11-29 15:21:39.229482
Average
Yes
Weekly
Apartment
2,040
1,194,203
56
Female
16,274
Divorced
2
PhD
null
24.849091
Rural
Premium
1
18
null
3
2023-09-23 15:21:39.167099
Poor
Yes
Weekly
Apartment
583
1,194,204
53
Male
8,881
Married
3
Bachelor's
null
29.182835
Suburban
Premium
1
6
636
9
2024-03-01 15:21:39.126661
Poor
No
Rarely
Apartment
538
1,194,205
38
Male
13,550
Divorced
0
High School
Self-Employed
21.804614
Urban
Comprehensive
null
10
684
6
2021-05-09 15:21:39.210805
Good
Yes
Weekly
House
1,672
1,194,206
37
Male
3,891
Single
3
High School
Unemployed
31.067237
Suburban
Comprehensive
1
4
706
4
2023-06-06 15:21:39.123711
Average
Yes
Monthly
House
2,489
1,194,207
null
Female
47,857
Married
3
Bachelor's
null
null
Urban
Premium
0
7
454
8
2022-04-18 15:21:39.224915
Poor
Yes
Daily
Apartment
1,438
1,194,208
25
Male
38,316
Divorced
null
High School
Employed
null
Urban
Comprehensive
0
14
830
6
2024-07-27 15:21:39.107553
Poor
Yes
Rarely
Condo
2,187
1,194,209
37
Female
30,084
Single
null
Bachelor's
Self-Employed
8.897281
Urban
Basic
2
12
399
9
2023-04-02 15:21:39.105504
Poor
Yes
Rarely
Apartment
1,012
1,194,210
59
Female
23,096
Single
1
High School
null
36.740536
Rural
Basic
null
4
315
7
2024-05-02 15:21:39.185215
Good
No
Daily
Condo
2,139
1,194,211
38
Female
52,493
Single
null
High School
Unemployed
36.9138
Suburban
Comprehensive
null
18
403
9
2021-07-05 15:21:39.233998
Poor
Yes
Weekly
Apartment
1,121
1,194,212
62
Female
9,331
Married
0
PhD
Employed
25.902808
Suburban
Comprehensive
0
16
356
7
2021-09-05 15:21:39.100695
Average
No
Weekly
House
1,090
1,194,213
30
Male
35,503
Married
4
PhD
Unemployed
20.478027
Rural
Comprehensive
null
12
712
5
2023-03-02 15:21:39.181605
Poor
Yes
Weekly
Condo
1,703
1,194,214
57
Female
125,081
Divorced
3
PhD
Self-Employed
30.977953
Suburban
Comprehensive
null
0
null
9
2022-04-23 15:21:39.134960
Average
Yes
Daily
Condo
51
1,194,215
35
Female
44,616
Single
null
High School
Self-Employed
34.715632
Urban
Comprehensive
1
11
662
7
2021-11-17 15:21:39.079128
Good
No
Rarely
Apartment
2,054
1,194,216
35
Male
48,838
Married
3
Bachelor's
Unemployed
38.890508
Rural
Basic
null
4
635
1
2020-12-06 15:21:39.266452
Poor
Yes
Weekly
Condo
261
1,194,217
52
Male
712
Single
4
Bachelor's
null
27.038801
Urban
Premium
0
1
646
8
2022-05-22 15:21:39.178918
Average
Yes
Daily
Condo
2,221
1,194,218
37
Male
124,616
Married
0
Bachelor's
Self-Employed
31.07014
Rural
Premium
3
17
813
5
2022-04-02 15:21:39.207847
Average
No
Weekly
Apartment
3,226
1,194,219
39
Male
57,699
Married
3
PhD
Employed
18.520826
Suburban
Basic
null
5
538
4
2020-04-11 15:21:39.090124
Average
Yes
Rarely
Apartment
115
1,194,220
57
Male
38,274
Divorced
4
PhD
Unemployed
14.879677
Rural
Premium
0
19
803
4
2021-12-18 15:21:39.134960
Poor
No
Daily
Condo
381
1,194,221
43
Female
88,818
Single
null
High School
null
37.772485
Urban
Premium
4
14
736
5
2022-04-03 15:21:39.233485
Poor
Yes
Weekly
Condo
2,947
1,194,222
53
Female
47,711
Divorced
2
High School
Employed
11.498613
Suburban
Comprehensive
0
0
602
1
2020-08-09 15:21:39.149731
Average
No
Monthly
House
204
1,194,223
27
Female
64,693
Married
1
Master's
Employed
35.99761
Urban
Comprehensive
1
17
403
2
2023-10-16 15:21:39.123711
Poor
No
Monthly
House
589
1,194,224
43
Female
6,373
Married
2
High School
Self-Employed
10.944449
Rural
Basic
0
14
797
7
2022-11-29 15:21:39.155231
Good
No
Daily
House
1,304
1,194,225
56
Male
39,746
Single
1
High School
null
38.054026
Urban
Premium
null
2
609
4
2021-07-02 15:21:39.226954
Good
Yes
Daily
Apartment
849
1,194,226
25
Female
1,612
Single
1
Bachelor's
null
22.139892
Rural
Premium
2
9
646
9
2023-04-17 15:21:39.082499
Good
No
Rarely
House
1,547
1,194,227
48
Female
80,159
Married
0
PhD
Unemployed
32.867796
Urban
Comprehensive
1
7
null
2
2021-01-02 15:21:39.289099
Average
Yes
Daily
Condo
170
1,194,228
58
Male
5,817
Single
0
Master's
null
38.624994
Suburban
Comprehensive
1
9
531
5
2023-11-05 15:21:39.128286
Good
No
Monthly
Condo
2,677
1,194,229
26
Male
614
Divorced
2
PhD
Employed
9.880164
Rural
Basic
null
3
454
4
2024-08-01 15:21:39.134960
Good
No
Rarely
House
1,867
1,194,230
48
Male
7,093
Divorced
3
PhD
Unemployed
35.919873
Urban
Comprehensive
null
1
842
3
2023-11-24 15:21:39.092127
Good
No
Rarely
Condo
535
1,194,231
18
Female
44,969
Single
4
PhD
null
24.764459
Rural
Premium
null
14
395
9
2020-09-29 15:21:39.226954
Good
No
Monthly
House
2,921
1,194,232
51
Male
3,626
Divorced
4
Bachelor's
Employed
17.0919
Rural
Basic
3
16
null
7
2022-01-05 15:21:39.090124
Average
No
Weekly
Apartment
1,082
1,194,233
36
Female
3,193
Single
null
Bachelor's
Unemployed
14.422825
Suburban
Comprehensive
1
4
null
3
2019-12-11 15:21:39.092127
Average
Yes
Rarely
Condo
385
1,194,234
37
Female
26,962
Single
3
High School
Employed
8.242751
Rural
Premium
0
3
null
6
2023-08-30 15:21:39.193945
Poor
Yes
Monthly
Condo
3,421
1,194,235
54
Male
22,273
Single
2
High School
Self-Employed
39.849476
Suburban
Basic
2
2
695
6
2020-04-26 15:21:39.093681
Average
No
Rarely
House
1,449
1,194,236
26
Female
96,671
Single
4
PhD
Unemployed
26.894349
Suburban
Comprehensive
0
15
377
7
2021-08-27 15:21:39.134960
Good
No
Monthly
House
1,643
1,194,237
53
Female
16,078
Divorced
4
Master's
Self-Employed
14.843999
Suburban
Comprehensive
null
2
null
1
2020-04-20 15:21:39.261856
Average
Yes
Daily
Apartment
615
1,194,238
19
Male
11,242
Single
2
PhD
Employed
35.082611
Urban
Basic
1
4
682
9
2021-08-02 15:21:39.144722
Average
Yes
Weekly
Apartment
812
1,194,239
47
Male
38,399
Married
2
High School
null
47.231683
Urban
Comprehensive
null
16
522
6
2024-07-16 15:21:39.224915
Good
Yes
Daily
Apartment
1,140
1,194,240
24
Female
81,139
Married
0
Master's
Unemployed
7.88742
Rural
Premium
0
10
349
8
2023-05-25 15:21:39.093681
Poor
Yes
Rarely
Apartment
589
1,194,241
60
Male
17,607
Divorced
1
Master's
null
16.013701
Suburban
Comprehensive
2
6
492
1
2023-10-18 15:21:39.251142
Poor
Yes
Daily
House
2,970
1,194,242
28
Male
62,188
Married
4
Bachelor's
null
7.926934
Rural
Basic
null
7
731
1
2022-10-27 15:21:39.202448
Poor
No
Monthly
Apartment
190
1,194,243
43
Male
66,492
Divorced
3
High School
Unemployed
5.567447
Suburban
Premium
2
7
563
6
2020-05-14 15:21:39.155231
Poor
Yes
Rarely
House
417
1,194,244
29
Male
15,987
Single
3
Bachelor's
Unemployed
40.822999
Rural
Comprehensive
0
11
840
1
2021-04-27 15:21:39.121169
Average
Yes
Weekly
Condo
807
1,194,245
null
Female
40,658
Divorced
1
PhD
null
4.303924
Urban
Premium
null
5
601
5
2020-10-14 15:21:39.257696
Good
No
Rarely
Condo
1,077
1,194,246
30
Female
3,029
Divorced
3
Bachelor's
null
17.715678
Urban
Basic
1
16
604
9
2019-12-17 15:21:39.201446
Poor
Yes
Weekly
House
2,492
1,194,247
20
Female
54,473
Married
3
PhD
Employed
24.894039
Suburban
Premium
2
17
576
4
2024-06-26 15:21:39.237118
null
No
Rarely
House
544
1,194,248
31
Female
18,091
Single
2
Master's
null
22.547879
Urban
Premium
1
14
709
9
2021-10-18 15:21:39.283783
Good
Yes
Rarely
Condo
1,046
1,194,249
51
Male
2,445
Married
4
Bachelor's
Employed
35.522829
Urban
Comprehensive
0
6
726
5
2022-12-22 15:21:39.155231
null
Yes
Daily
House
2,040
1,194,250
43
Male
12,042
Single
0
High School
null
26.202454
Rural
Premium
1
8
775
3
2020-12-15 15:21:39.177724
Good
No
Monthly
Apartment
977
1,194,251
61
Female
16,077
Married
null
Bachelor's
Self-Employed
16.907299
Rural
Premium
1
19
455
4
2020-05-29 15:21:39.205850
Poor
No
Daily
Condo
755
1,194,252
23
Male
5,920
Single
4
Bachelor's
null
25.37231
Suburban
Premium
null
7
754
1
2022-11-04 15:21:39.080184
Average
Yes
Weekly
House
44
1,194,253
26
Male
4,356
Single
3
Master's
null
36.66438
Suburban
Basic
1
19
603
3
2021-08-20 15:21:39.085129
Good
Yes
Weekly
Condo
2,220
1,194,254
49
Male
115,924
Divorced
3
PhD
Unemployed
13.006462
Suburban
Comprehensive
1
13
772
7
2020-11-30 15:21:39.155231
Average
No
Weekly
Apartment
397
1,194,255
58
Female
82,760
Single
2
Master's
Employed
32.332671
Suburban
Basic
null
5
312
8
2023-04-04 15:21:39.179186
Average
Yes
Monthly
Condo
758
1,194,256
47
Male
3,440
Married
3
High School
Self-Employed
17.311575
Rural
Comprehensive
0
1
null
2
2024-08-06 15:21:39.134960
Good
No
Monthly
Condo
3,489
1,194,257
45
Male
35,498
Divorced
2
Bachelor's
Unemployed
27.934877
Urban
Basic
null
6
710
6
2021-11-12 15:21:39.288099
Poor
Yes
Weekly
Apartment
1,472
1,194,258
23
Female
9,071
Married
3
High School
Self-Employed
23.010989
Rural
Basic
0
0
729
3
2024-06-05 15:21:39.237118
Good
Yes
Daily
House
507
1,194,259
45
Male
18,731
Single
null
PhD
Unemployed
29.68108
Suburban
Premium
0
17
402
2
2022-11-10 15:21:39.279729
Average
Yes
Rarely
Apartment
666
1,194,260
47
Female
12,073
Divorced
null
Bachelor's
Self-Employed
17.937284
Urban
Premium
null
15
424
1
2021-11-16 15:21:39.283783
Poor
Yes
Daily
Condo
1,152
1,194,261
25
Male
100,946
Married
1
Bachelor's
Self-Employed
48.774969
Urban
Basic
2
5
null
3
2019-11-02 15:21:39.176717
Poor
Yes
Rarely
Apartment
39
1,194,262
63
Male
28,963
Single
0
High School
Self-Employed
36.633925
Suburban
Comprehensive
1
2
771
3
2022-05-16 15:21:39.177724
Good
No
Weekly
Apartment
2,617
1,194,263
57
Female
25,314
null
1
Bachelor's
null
43.495951
Suburban
Comprehensive
1
7
null
2
2024-03-15 15:21:39.155231
null
No
Monthly
Apartment
1,409
1,194,264
55
Male
131,653
Single
3
Master's
null
47.694293
Urban
Comprehensive
0
2
474
1
2023-12-01 15:21:39.261856
Good
Yes
Monthly
Condo
104
1,194,265
51
Male
11,985
Divorced
null
High School
Employed
26.085467
Urban
Basic
1
11
479
9
2022-01-15 15:21:39.207847
Poor
Yes
Rarely
Condo
1,259
1,194,266
24
Male
20,551
Divorced
4
PhD
Unemployed
10.088612
Urban
Basic
null
12
685
1
2022-08-24 15:21:39.204790
Poor
No
Daily
House
548
1,194,267
51
Female
27,961
Divorced
2
PhD
null
16.644931
Rural
Comprehensive
1
13
null
4
2019-10-17 15:21:39.166062
Good
No
Daily
House
687
1,194,268
45
Male
4,868
Married
3
Bachelor's
Unemployed
31.093049
Rural
Comprehensive
null
19
652
6
2023-11-13 15:21:39.091080
Average
No
Monthly
House
39
1,194,269
50
Male
26,961
Single
1
High School
Employed
null
Rural
Basic
null
18
496
8
2024-04-06 15:21:39.191219
Good
Yes
Rarely
Condo
1,311
1,194,270
51
Female
7,839
Married
3
High School
null
16.817097
Rural
Basic
null
10
446
1
2021-01-18 15:21:39.122134
Average
No
Daily
Apartment
581
1,194,271
21
Female
75,870
Married
0
Bachelor's
null
42.532157
Urban
Basic
2
10
null
6
2019-09-25 15:21:39.132191
Good
No
Weekly
Condo
2,578
1,194,272
26
Female
26,360
Married
0
PhD
Self-Employed
17.976205
Rural
Basic
null
3
null
3
2019-12-10 15:21:39.151732
Poor
No
Rarely
House
439
1,194,273
35
Female
78,528
Divorced
2
PhD
Self-Employed
26.794216
Rural
Comprehensive
null
8
847
8
2021-05-22 15:21:39.124659
Average
Yes
Daily
House
114
1,194,274
51
Male
17,107
Single
2
Master's
null
null
Urban
Comprehensive
0
19
772
6
2022-11-11 15:21:39.248098
Good
Yes
Monthly
Condo
1,408
1,194,275
59
Female
46,118
Divorced
3
High School
Employed
null
Urban
Basic
2
14
757
5
2022-08-13 15:21:39.155231
Poor
No
Rarely
Condo
1,434
1,194,276
39
Male
25,659
Divorced
0
Bachelor's
Employed
14.178935
Rural
Comprehensive
1
14
497
1
2024-06-03 15:21:39.274993
Good
Yes
Rarely
Apartment
321
1,194,277
21
Male
8,234
Single
3
Master's
Employed
45.519319
Rural
Basic
0
18
null
2
2022-06-07 15:21:39.134960
Average
Yes
Daily
Condo
534
1,194,278
52
Male
35,659
Married
3
High School
Employed
9.356645
Rural
Basic
1
9
608
3
2021-04-21 15:21:39.176717
Poor
Yes
Monthly
Apartment
2,280
1,194,279
18
Female
26,963
Divorced
3
Master's
Employed
39.32752
Urban
Comprehensive
1
1
625
5
2024-06-30 15:21:39.130190
Average
Yes
Daily
House
2,229
1,194,280
64
Male
24,404
Married
3
Master's
null
16.885883
Suburban
Basic
0
3
767
3
2020-06-27 15:21:39.205850
Average
No
Monthly
Condo
1,947
1,194,281
32
Female
11,623
Married
0
Bachelor's
Employed
45.564766
Suburban
Premium
1
5
537
7
2021-01-07 15:21:39.143708
Good
No
Daily
House
958
1,194,282
37
Male
19,071
Single
2
PhD
Unemployed
11.776621
Urban
Comprehensive
2
16
608
5
2022-06-04 15:21:39.128286
Average
Yes
Daily
Condo
1,871
1,194,283
30
Male
58,839
Divorced
4
High School
Self-Employed
16.96726
Rural
Basic
0
4
394
6
2020-09-02 15:21:39.175719
Poor
No
Daily
Apartment
1,245
1,194,284
48
Female
40,128
Divorced
2
Master's
Employed
44.090139
Suburban
Basic
1
2
505
6
2022-08-23 15:21:39.125660
Poor
No
Daily
House
1,431
1,194,285
51
Male
121,164
Divorced
1
Bachelor's
Employed
14.782391
Urban
Premium
2
1
484
6
2023-08-16 15:21:39.155231
Poor
No
Daily
Apartment
2,159
1,194,286
52
Female
44,928
Married
2
High School
null
36.936346
Suburban
Basic
null
0
null
1
2020-02-25 15:21:39.246098
Poor
No
Daily
House
1,541
1,194,287
24
Male
93,058
Single
1
Bachelor's
null
20.701823
Urban
Comprehensive
2
15
308
4
2022-12-21 15:21:39.131192
Good
No
Rarely
Apartment
311
1,194,288
59
Male
6,906
Single
2
High School
Self-Employed
26.953976
Urban
Basic
null
19
663
2
2024-05-15 15:21:39.146733
Poor
No
Weekly
Condo
437
1,194,289
60
Male
27,172
Married
4
High School
null
27.835156
Rural
Basic
null
7
731
6
2023-11-07 15:21:39.265513
Average
Yes
Rarely
Condo
1,133
1,194,290
49
Female
37,352
Single
3
High School
Employed
32.977339
Suburban
Comprehensive
2
17
565
5
2023-10-11 15:21:39.194829
Poor
No
Monthly
Apartment
890
1,194,291
26
Female
5,018
Married
0
PhD
Self-Employed
28.091025
Urban
Comprehensive
1
0
null
9
2021-11-06 15:21:39.207847
Good
No
Weekly
Apartment
4,247
1,194,292
28
Male
3,906
Divorced
1
Bachelor's
null
15.26721
Rural
Comprehensive
3
7
null
7
2020-09-05 15:21:39.134960
Good
No
Rarely
Apartment
814
1,194,293
36
Female
132,070
Married
2
Bachelor's
null
23.291949
Suburban
Comprehensive
1
2
454
2
2024-06-28 15:21:39.181605
null
Yes
Monthly
Condo
586
1,194,294
57
Female
8,968
Married
3
Master's
null
30.774098
Rural
Basic
1
11
656
5
2020-11-09 15:21:39.155231
Poor
Yes
Daily
Condo
607
1,194,295
46
Female
122,692
Married
4
Bachelor's
null
36.695823
Rural
Basic
1
2
743
3
2021-03-19 15:21:39.214388
Poor
No
Weekly
Apartment
236
1,194,296
19
Male
23,782
Single
2
Bachelor's
null
28.484098
Suburban
Premium
null
13
758
3
2023-04-30 15:21:39.265513
Good
No
Daily
House
461
1,194,297
56
Male
12,056
Divorced
1
Bachelor's
Employed
27.164748
Urban
Comprehensive
0
11
472
1
2022-11-13 15:21:39.165120
Poor
Yes
Daily
House
1,134
1,194,298
21
Male
30,165
Divorced
0
PhD
Employed
9.966974
Rural
Premium
0
18
555
3
2020-05-16 15:21:39.272456
Poor
No
Daily
Apartment
1,005
1,194,299
43
Female
34,368
Divorced
0
PhD
Self-Employed
23.17355
Suburban
Comprehensive
2
12
731
8
2024-07-06 15:21:39.080440
Average
Yes
Daily
House
614