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
33,100
53
Male
136,498
Married
0
Master's
Employed
null
Suburban
Comprehensive
1
16
471
2
2020-05-15 15:21:39.096739
null
Yes
Weekly
House
2,156
33,101
38
Male
6,219
Single
0
Bachelor's
Unemployed
33.959351
Suburban
Basic
null
15
547
8
2021-02-23 15:21:39.205850
Poor
Yes
Weekly
House
1,071
33,102
47
Female
76,632
Divorced
0
Master's
null
20.818653
Rural
Premium
2
6
375
2
2021-01-26 15:21:39.170099
Good
Yes
Monthly
Apartment
1,229
33,103
61
Male
5,893
Single
null
Bachelor's
Self-Employed
40.939047
Urban
Basic
null
6
478
4
2024-03-09 15:21:39.131192
Average
No
Monthly
House
975
33,104
37
Female
8,094
Single
3
High School
Unemployed
37.749458
Rural
Comprehensive
1
13
532
7
2021-12-03 15:21:39.173834
Average
Yes
Daily
Apartment
565
33,105
54
Male
14,092
Single
3
Master's
Employed
33.444477
Suburban
Basic
0
0
831
7
2022-11-03 15:21:39.081504
Good
No
Monthly
House
1,068
33,106
null
Female
45,974
Married
0
High School
Unemployed
11.881972
Suburban
Premium
0
9
627
2
2020-07-25 15:21:39.255696
Average
No
Rarely
Condo
447
33,107
53
Male
15,783
Married
1
PhD
null
33.744783
Rural
Comprehensive
1
18
779
2
2021-04-08 15:21:39.134960
Average
Yes
Rarely
House
926
33,108
56
Female
39,098
null
4
High School
null
27.034815
Rural
Basic
0
3
null
1
2021-05-11 15:21:39.283783
Poor
Yes
Daily
House
438
33,109
58
Female
5,090
Married
1
Bachelor's
Employed
26.641105
Urban
Basic
0
19
572
2
2021-03-29 15:21:39.208842
Poor
No
Monthly
Apartment
22
33,110
39
Male
null
Married
1
Master's
null
43.967366
Rural
Premium
1
0
731
4
2022-12-09 15:21:39.123711
Poor
No
Monthly
Apartment
304
33,111
32
Male
23,782
Married
2
PhD
Self-Employed
38.076898
Suburban
Premium
null
13
776
3
2023-08-21 15:21:39.182597
Average
No
Rarely
Condo
50
33,112
42
Female
85,302
Married
1
PhD
null
44.958016
Suburban
Premium
1
1
431
3
2024-04-01 15:21:39.180553
Average
Yes
Monthly
House
559
33,113
47
Male
null
Married
4
Bachelor's
null
26.205894
Suburban
Comprehensive
0
15
300
6
2023-04-01 15:21:39.214388
Poor
Yes
Rarely
House
329
33,114
31
Male
25,667
Married
null
Bachelor's
Self-Employed
11.547956
Urban
Comprehensive
1
17
341
3
2021-12-25 15:21:39.248098
Poor
No
Rarely
House
2,186
33,115
28
Female
24,888
Single
3
Master's
Self-Employed
32.470144
Suburban
Basic
0
17
531
4
2023-02-11 15:21:39.112553
Poor
No
Monthly
Condo
401
33,116
58
Male
103,676
Single
0
Bachelor's
null
15.428417
Suburban
Basic
0
11
796
1
2024-01-09 15:21:39.244069
null
No
Daily
House
2,340
33,117
27
Male
27,391
Divorced
2
High School
Self-Employed
26.037722
Suburban
Basic
1
15
770
8
2020-10-21 15:21:39.171102
Poor
No
Monthly
Apartment
27
33,118
57
Female
19,561
Single
2
Master's
Unemployed
15.80312
Urban
Comprehensive
1
5
578
7
2020-02-15 15:21:39.255696
Good
Yes
Monthly
House
74
33,119
64
Female
48,634
Divorced
4
PhD
Self-Employed
null
Suburban
Premium
2
11
665
4
2019-12-14 15:21:39.244069
Poor
Yes
Daily
Apartment
2,750
33,120
59
Male
8,074
Married
1
Bachelor's
null
26.95599
Suburban
Premium
3
4
674
9
2020-04-26 15:21:39.134960
Good
No
Weekly
House
1,175
33,121
27
Female
35,180
Divorced
null
High School
Self-Employed
19.358094
Rural
Basic
0
4
727
1
2022-12-21 15:21:39.080440
Good
Yes
Weekly
Apartment
898
33,122
64
Male
11,405
Divorced
2
Master's
Employed
38.033917
Suburban
Comprehensive
null
0
497
3
2020-07-01 15:21:39.095696
Poor
No
Monthly
Apartment
120
33,123
25
Male
4,817
Single
0
PhD
null
21.121501
Rural
Basic
0
16
605
5
2020-11-02 15:21:39.176717
Poor
Yes
Rarely
Condo
2,593
33,124
41
Male
30,892
Divorced
null
Master's
null
10.939277
Suburban
Premium
null
9
802
6
2022-12-10 15:21:39.251142
Average
No
Rarely
Condo
119
33,125
46
Male
3,904
Single
4
High School
Unemployed
25.938987
Suburban
Premium
null
2
439
2
2020-05-22 15:21:39.134960
Good
Yes
Monthly
Condo
84
33,126
33
Male
28,690
Divorced
null
Master's
Employed
33.053964
Rural
Comprehensive
null
0
782
4
2023-04-25 15:21:39.170099
Average
No
Monthly
Condo
25
33,127
36
Male
36,311
Divorced
4
Master's
Employed
12.081493
Urban
Comprehensive
1
12
null
4
2020-03-18 15:21:39.134960
Poor
No
Rarely
Apartment
1,653
33,128
34
Female
73,164
Married
4
Master's
null
21.693584
Suburban
Premium
0
18
397
8
2021-01-06 15:21:39.229482
Poor
Yes
Monthly
House
983
33,129
51
Male
15,983
Single
3
High School
Self-Employed
11.486549
Urban
Basic
null
12
782
5
2020-05-21 15:21:39.155231
Average
No
Daily
Condo
3,361
33,130
46
Male
30,382
Married
0
Bachelor's
null
21.578341
Suburban
Basic
3
9
null
7
2019-11-28 15:21:39.237118
Average
No
Rarely
Condo
1,580
33,131
35
Male
27,385
Married
3
PhD
Unemployed
30.29904
Urban
Basic
null
3
571
8
2023-04-21 15:21:39.283783
Poor
No
Rarely
Condo
616
33,132
39
Male
6,839
Single
0
High School
Self-Employed
5.873241
Suburban
Premium
1
17
692
5
2023-02-21 15:21:39.247098
Average
No
Daily
House
793
33,133
49
Male
26,200
Divorced
3
Master's
null
25.893036
Urban
Premium
1
5
607
4
2022-10-06 15:21:39.237118
Poor
Yes
Weekly
House
1,079
33,134
35
Male
11,231
Single
0
Bachelor's
Self-Employed
13.981544
Urban
Comprehensive
0
18
493
4
2021-11-09 15:21:39.134960
Good
No
Weekly
Condo
664
33,135
49
Male
6,912
Married
2
Master's
Self-Employed
15.726341
Suburban
Comprehensive
0
4
591
2
2019-12-30 15:21:39.175719
Average
Yes
Monthly
Apartment
30
33,136
61
Male
43,777
Single
2
High School
Self-Employed
6.564108
Urban
Comprehensive
1
5
503
5
2024-03-24 15:21:39.132191
Average
Yes
Weekly
Apartment
50
33,137
50
Male
13,879
Single
null
Master's
null
27.787561
Rural
Premium
1
12
null
7
2023-03-18 15:21:39.081504
Good
Yes
Weekly
Apartment
1,275
33,138
38
Male
3,082
Single
1
High School
null
27.927399
Rural
Premium
3
16
594
6
2022-09-28 15:21:39.134960
Average
No
Rarely
House
1,595
33,139
43
Male
16,659
Married
1
Bachelor's
Employed
40.052162
Rural
Comprehensive
null
15
607
5
2020-06-27 15:21:39.134960
Good
No
Daily
House
586
33,140
31
Male
28,190
Single
4
Bachelor's
Self-Employed
26.086216
Urban
Comprehensive
0
10
646
5
2019-11-16 15:21:39.092127
Poor
Yes
Rarely
Condo
990
33,141
58
Female
30,663
Single
0
Master's
Employed
33.630571
Urban
Basic
1
4
null
7
2024-02-22 15:21:39.208842
Average
Yes
Daily
House
743
33,142
28
Male
21,390
Single
2
Master's
null
23.918559
Urban
Basic
null
10
null
9
2023-12-07 15:21:39.147735
Average
Yes
Weekly
Apartment
988
33,143
52
Female
144,053
Married
null
High School
Unemployed
43.566869
Urban
Basic
null
13
405
5
2023-03-15 15:21:39.155231
Average
Yes
Daily
Apartment
1,440
33,144
36
Female
62,814
Single
0
PhD
Unemployed
17.817157
Suburban
Premium
0
16
null
1
2023-07-02 15:21:39.132191
Poor
No
Weekly
Apartment
45
33,145
39
Male
46,916
Single
3
PhD
Employed
33.296854
Urban
Premium
0
12
452
2
2022-07-07 15:21:39.155231
Poor
No
Monthly
House
2,898
33,146
41
Female
35,139
Divorced
1
Bachelor's
Self-Employed
21.674945
Suburban
Comprehensive
0
4
439
5
2021-05-19 15:21:39.231531
Good
Yes
Monthly
Apartment
167
33,147
25
Female
91,339
Divorced
2
Bachelor's
Self-Employed
13.514875
Rural
Basic
2
10
408
3
2022-03-02 15:21:39.134960
Good
Yes
Monthly
House
1,078
33,148
59
Female
74,586
Single
4
Bachelor's
Employed
13.876249
Suburban
Comprehensive
0
7
554
3
2022-10-15 15:21:39.181605
Average
No
Weekly
House
101
33,149
35
Female
46,748
Married
null
Bachelor's
null
45.82419
Urban
Comprehensive
1
0
587
2
2022-07-08 15:21:39.087123
null
No
Rarely
House
246
33,150
44
Female
6,847
Single
2
Bachelor's
Employed
36.724778
Suburban
Basic
null
3
743
5
2023-06-16 15:21:39.132191
Average
No
Daily
Condo
589
33,151
43
Female
null
Single
4
Master's
Unemployed
12.786866
Suburban
Comprehensive
0
14
355
4
2021-08-07 15:21:39.276901
Poor
No
Daily
House
1,072
33,152
48
Male
16,983
Divorced
1
PhD
Self-Employed
46.373547
Suburban
Premium
null
9
407
2
2022-05-06 15:21:39.118178
Good
Yes
Monthly
Apartment
2,093
33,153
57
Male
1,204
Divorced
4
PhD
Employed
29.391167
Urban
Premium
null
16
796
5
2023-07-02 15:21:39.134960
Poor
Yes
Monthly
Condo
2,772
33,154
18
Female
3,532
Divorced
3
Bachelor's
Unemployed
51.643385
Suburban
Premium
null
11
659
9
2022-08-29 15:21:39.274993
Good
No
Monthly
Condo
1,322
33,155
23
Male
49,742
Divorced
null
Bachelor's
null
27.095411
Suburban
Premium
1
18
317
6
2022-11-24 15:21:39.205850
Good
Yes
Weekly
Apartment
3,504
33,156
60
Female
9,475
Divorced
0
PhD
Employed
19.908477
Rural
Comprehensive
0
8
null
5
2021-09-27 15:21:39.122134
Average
Yes
Daily
Condo
35
33,157
48
Female
1,839
Single
2
PhD
Unemployed
7.569301
Urban
Premium
null
1
null
9
2019-12-18 15:21:39.155231
Average
No
Monthly
Apartment
1,696
33,158
56
Male
25,373
Single
0
Master's
Unemployed
51.30223
Suburban
Basic
0
18
842
8
2022-09-12 15:21:39.087123
Good
No
Daily
Condo
876
33,159
37
Female
7,034
Single
0
PhD
Self-Employed
20.068397
Suburban
Premium
0
19
339
3
2022-08-24 15:21:39.194829
Poor
Yes
Weekly
Condo
547
33,160
53
Female
1,545
Married
1
Bachelor's
null
21.261765
Rural
Basic
2
0
507
8
2023-11-28 15:21:39.264504
Good
Yes
Weekly
Condo
2,108
33,161
63
Male
27,358
Married
4
Master's
null
18.381209
Rural
Comprehensive
1
1
718
9
2022-06-29 15:21:39.237118
Poor
Yes
Rarely
Apartment
612
33,162
19
Male
21,670
Divorced
4
Bachelor's
Unemployed
16.642791
Urban
Premium
0
17
414
5
2022-09-25 15:21:39.222387
Poor
Yes
Monthly
Condo
969
33,163
40
Female
5,008
Single
4
Bachelor's
Employed
44.95905
Rural
Premium
null
3
321
1
2024-02-21 15:21:39.186212
Average
No
Rarely
House
911
33,164
49
Female
8,900
Divorced
1
High School
null
16.083523
Urban
Premium
0
17
614
4
2021-02-03 15:21:39.228521
Poor
Yes
Rarely
Condo
2,248
33,165
63
Female
59,826
Married
null
High School
null
51.184796
Rural
Comprehensive
0
18
573
6
2021-11-22 15:21:39.105504
Average
No
Rarely
Condo
526
33,166
64
Female
3,472
Married
2
PhD
Self-Employed
21.482966
Rural
Premium
1
6
634
3
2020-02-29 15:21:39.245086
Poor
No
Rarely
Apartment
120
33,167
42
Male
5,913
Single
4
PhD
null
7.834689
Urban
Premium
null
5
null
7
2021-03-29 15:21:39.089116
Average
No
Rarely
House
1,327
33,168
30
Female
30,214
Divorced
3
Bachelor's
Unemployed
19.788105
Rural
Comprehensive
3
13
775
2
2020-01-29 15:21:39.194829
Good
Yes
Daily
House
2,446
33,169
35
Male
20,705
Divorced
2
PhD
null
14.675414
Urban
Premium
null
9
null
8
2020-02-10 15:21:39.288099
Good
Yes
Weekly
Condo
2,468
33,170
23
Male
3,725
null
2
Bachelor's
Unemployed
21.838135
Rural
Premium
1
15
696
7
2019-11-21 15:21:39.219432
Average
Yes
Weekly
Condo
1,139
33,171
19
Female
null
Divorced
1
High School
Unemployed
29.891396
Rural
Basic
null
16
704
1
2021-12-18 15:21:39.097737
null
Yes
Monthly
Condo
376
33,172
64
Male
16,359
Divorced
0
High School
Self-Employed
null
Suburban
Premium
1
14
848
2
2020-11-20 15:21:39.168099
Average
Yes
Rarely
House
982
33,173
54
Male
857
Divorced
3
PhD
Employed
38.534916
Urban
Basic
2
2
420
3
2022-05-11 15:21:39.134960
Average
Yes
Monthly
House
97
33,174
61
Male
15,760
Single
1
Master's
Employed
16.446881
Suburban
Basic
1
18
408
2
2024-01-17 15:21:39.273973
Average
No
Monthly
Condo
1,445
33,175
39
Male
null
Divorced
0
High School
null
28.816589
Urban
Basic
2
11
356
8
2023-04-13 15:21:39.237118
Poor
Yes
Weekly
House
239
33,176
54
Female
11,761
Married
2
Master's
Employed
16.997757
Suburban
Basic
null
10
638
1
2023-10-02 15:21:39.084065
Poor
Yes
Monthly
Condo
4,099
33,177
23
Female
36,504
Married
4
PhD
Employed
22.681511
Rural
Basic
1
8
765
9
2020-05-15 15:21:39.102694
Good
No
Weekly
Apartment
1,388
33,178
62
Male
48,293
Single
null
PhD
Self-Employed
48.013827
Urban
Basic
2
14
406
2
2020-07-29 15:21:39.171102
Average
Yes
Monthly
Condo
225
33,179
51
Female
6,824
Divorced
0
Bachelor's
null
17.957221
Urban
Basic
null
10
817
9
2019-11-22 15:21:39.263607
Average
Yes
Rarely
Condo
1,541
33,180
64
Male
6,971
Married
4
PhD
Employed
38.351336
Urban
Premium
1
1
799
6
2023-12-25 15:21:39.276901
Average
No
Rarely
House
40
33,181
null
Male
919
Married
0
High School
Unemployed
25.924553
Rural
Comprehensive
2
2
null
7
2024-07-18 15:21:39.134960
Average
No
Rarely
Condo
809
33,182
26
Female
6,880
Divorced
3
Bachelor's
Self-Employed
22.092847
Urban
Comprehensive
1
3
null
7
2023-10-13 15:21:39.091080
null
No
Rarely
House
2,347
33,183
49
Female
18,879
Divorced
3
High School
Employed
20.912192
Rural
Basic
1
9
467
9
2021-11-19 15:21:39.173834
Good
No
Monthly
Condo
88
33,184
50
Female
4,693
Divorced
4
PhD
Employed
33.243415
Urban
Premium
2
4
466
9
2021-03-14 15:21:39.111551
Average
No
Monthly
House
600
33,185
33
Female
898
Divorced
2
Master's
Self-Employed
null
Suburban
Comprehensive
2
6
779
1
2024-06-01 15:21:39.143708
Good
No
Weekly
House
1,054
33,186
55
Male
34
Married
2
Bachelor's
Unemployed
23.040936
Suburban
Comprehensive
3
1
520
9
2021-07-21 15:21:39.194829
Good
Yes
Rarely
House
514
33,187
26
Female
136,629
Divorced
0
PhD
Self-Employed
13.657716
Urban
Premium
3
3
null
5
2020-06-27 15:21:39.192212
Poor
No
Weekly
House
24
33,188
22
Female
13,617
Divorced
3
Bachelor's
Employed
28.696784
Rural
Comprehensive
null
2
849
9
2023-12-01 15:21:39.218388
null
Yes
Monthly
Condo
1,639
33,189
32
Male
81,735
Married
0
Master's
Unemployed
38.808055
Urban
Basic
2
2
null
6
2020-09-13 15:21:39.283783
Good
Yes
Monthly
House
116
33,190
24
Male
39,365
Divorced
0
High School
Self-Employed
6.347836
Suburban
Premium
1
17
433
1
2020-11-21 15:21:39.098696
Good
No
Daily
House
662
33,191
35
Male
16,051
Divorced
0
High School
Unemployed
49.095427
Urban
Basic
null
7
673
9
2024-04-18 15:21:39.148733
Poor
Yes
Rarely
Apartment
654
33,192
28
Female
37,296
Single
2
PhD
null
5.294477
Rural
Comprehensive
2
6
828
6
2024-04-10 15:21:39.245086
Poor
Yes
Monthly
Apartment
479
33,193
26
Female
56,787
Married
3
PhD
null
25.81621
Rural
Basic
1
19
421
7
2023-07-30 15:21:39.207847
Average
No
Weekly
Apartment
447
33,194
24
Male
2,840
Single
2
High School
null
17.97919
Urban
Premium
0
7
842
7
2019-10-19 15:21:39.250151
Poor
Yes
Rarely
House
609
33,195
42
Male
41,033
Divorced
4
Master's
Employed
11.908374
Urban
Basic
null
1
790
4
2020-10-17 15:21:39.116179
Poor
Yes
Weekly
Condo
22
33,196
32
Female
28,300
Single
null
PhD
Self-Employed
40.087964
Urban
Comprehensive
0
8
null
2
2022-01-08 15:21:39.194829
Good
No
Rarely
Apartment
2,443
33,197
null
Male
46,629
Married
1
High School
Unemployed
27.948559
Rural
Comprehensive
6
14
586
1
2022-01-30 15:21:39.151732
Average
Yes
Daily
Apartment
34
33,198
43
Female
43,795
Divorced
4
PhD
null
16.67442
Urban
Basic
0
11
795
4
2022-09-04 15:21:39.134960
Poor
No
Monthly
Apartment
714
33,199
49
Female
100,726
Married
1
Master's
Employed
23.058865
Suburban
Comprehensive
null
3
380
7
2021-11-17 15:21:39.219432
Poor
Yes
Weekly
House
1,023