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
1,192,100
20
Female
44,441
Divorced
0
Bachelor's
Unemployed
19.918892
Suburban
Premium
0
18
721
4
2021-04-21 15:21:39.237118
Good
No
Monthly
House
515
1,192,101
55
Male
71,793
Single
2
Bachelor's
Self-Employed
16.582718
Suburban
Premium
null
2
322
6
2021-03-29 15:21:39.155231
Good
No
Daily
Apartment
1,107
1,192,102
39
Male
61,828
Single
4
High School
null
17.29552
Rural
Premium
null
13
498
1
2024-01-13 15:21:39.259788
Average
No
Weekly
Apartment
4,140
1,192,103
34
Female
146,090
Divorced
2
High School
Unemployed
11.753503
Rural
Premium
0
15
424
8
2019-12-31 15:21:39.267454
null
Yes
Daily
House
30
1,192,104
40
Male
82,959
Married
4
High School
Employed
30.493784
Rural
Comprehensive
2
7
373
3
2024-03-18 15:21:39.134960
Poor
No
Daily
Apartment
606
1,192,105
64
Male
18,072
Single
4
Master's
Self-Employed
7.88342
Suburban
Comprehensive
1
13
758
4
2024-04-21 15:21:39.088124
Poor
No
Weekly
Apartment
1,193
1,192,106
59
Female
null
Divorced
0
Master's
Self-Employed
35.539363
Urban
Premium
0
7
385
9
2023-09-27 15:21:39.121169
Good
Yes
Monthly
Condo
1,793
1,192,107
26
Female
93,121
Married
3
Bachelor's
null
39.878738
Rural
Premium
1
13
525
2
2021-10-07 15:21:39.286113
Average
Yes
Daily
Condo
282
1,192,108
35
Male
67,932
Married
4
High School
Employed
18.619254
Suburban
Comprehensive
4
6
398
7
2021-12-20 15:21:39.235012
Average
No
Daily
House
936
1,192,109
51
Male
24,983
Divorced
0
High School
Self-Employed
28.752003
Urban
Basic
0
11
611
1
2023-05-25 15:21:39.197445
Average
No
Daily
Apartment
1,447
1,192,110
35
Female
19,308
Single
3
High School
Employed
39.444919
Suburban
Premium
0
17
592
7
2020-10-14 15:21:39.237118
Poor
Yes
Weekly
Condo
1,040
1,192,111
29
Female
8,096
Divorced
4
Bachelor's
Self-Employed
33.958692
Urban
Comprehensive
0
10
467
3
2020-03-11 15:21:39.247098
Good
Yes
Monthly
House
471
1,192,112
47
Male
30,776
Single
1
Bachelor's
Unemployed
30.854106
Urban
Comprehensive
0
14
530
8
2023-09-27 15:21:39.155231
Good
Yes
Monthly
House
662
1,192,113
46
Female
null
Divorced
0
High School
Unemployed
50.493183
Urban
Premium
0
12
670
7
2023-09-30 15:21:39.155231
null
No
Monthly
Apartment
918
1,192,114
37
Female
5,865
Divorced
3
Master's
Employed
31.331867
Suburban
Basic
2
10
484
8
2022-03-18 15:21:39.172097
Average
No
Weekly
Apartment
569
1,192,115
33
Male
4,866
Divorced
4
PhD
Employed
11.095308
Rural
Comprehensive
3
3
614
7
2023-05-14 15:21:39.266452
Poor
No
Daily
Condo
955
1,192,116
43
Male
8,054
Single
0
Master's
Employed
19.572922
Urban
Basic
null
8
null
9
2021-11-02 15:21:39.273973
Poor
No
Daily
Apartment
805
1,192,117
55
Female
9,084
Divorced
4
High School
Self-Employed
27.624909
Urban
Comprehensive
null
1
null
1
2023-11-21 15:21:39.209847
Average
No
Weekly
House
1,692
1,192,118
30
Male
1,349
Single
0
Bachelor's
Self-Employed
31.387948
Urban
Comprehensive
2
17
571
7
2023-11-19 15:21:39.171102
Good
No
Rarely
Apartment
779
1,192,119
20
Male
102,774
Divorced
0
Master's
Employed
9.951242
Rural
Basic
2
13
557
9
2021-04-12 15:21:39.101733
Good
No
Rarely
Apartment
29
1,192,120
55
Female
8,762
Married
4
Master's
Unemployed
33.011809
Rural
Premium
2
14
735
3
2024-06-22 15:21:39.288099
Average
No
Daily
Apartment
571
1,192,121
33
Female
44,226
Divorced
1
Master's
null
17.917248
Rural
Comprehensive
0
18
578
4
2021-09-08 15:21:39.093681
Good
Yes
Daily
Apartment
1,494
1,192,122
45
Male
13,709
Married
0
Bachelor's
Unemployed
24.410911
Suburban
Premium
0
14
690
4
2021-10-13 15:21:39.126661
Poor
Yes
Weekly
Apartment
625
1,192,123
null
Female
28,981
Divorced
null
Master's
null
19.270114
Urban
Basic
null
8
745
7
2019-12-02 15:21:39.165120
Good
No
Daily
House
738
1,192,124
41
Male
86,563
Single
1
Bachelor's
Unemployed
15.394924
Urban
Premium
2
17
673
5
2024-05-28 15:21:39.134960
Poor
No
Rarely
Apartment
124
1,192,125
37
Male
769
Single
0
High School
Self-Employed
null
Rural
Comprehensive
null
5
803
6
2021-07-26 15:21:39.180553
Average
No
Rarely
House
959
1,192,126
36
Male
38,245
Married
1
PhD
Employed
39.964188
Suburban
Comprehensive
null
7
699
7
2023-09-16 15:21:39.086123
Poor
No
Rarely
House
1,357
1,192,127
57
Female
78,386
Single
null
High School
null
25.261606
Suburban
Premium
1
18
311
1
2022-10-06 15:21:39.222387
Average
No
Daily
Condo
1,077
1,192,128
64
Male
12,577
Single
1
Bachelor's
Unemployed
18.912622
Rural
Basic
null
11
705
7
2024-04-01 15:21:39.220389
null
No
Daily
Apartment
84
1,192,129
51
Male
28,418
Single
0
PhD
Unemployed
27.938453
Suburban
Comprehensive
0
2
313
2
2020-09-12 15:21:39.174719
Average
Yes
Weekly
Condo
885
1,192,130
54
Male
1,705
Divorced
1
Master's
null
26.392435
Urban
Comprehensive
0
8
677
2
2021-09-06 15:21:39.155231
Average
Yes
Weekly
Condo
20
1,192,131
53
Male
75,788
Married
2
Bachelor's
null
49.994381
Suburban
Basic
2
0
null
7
2023-02-05 15:21:39.237118
Good
No
Rarely
Condo
2,721
1,192,132
33
Female
616
Divorced
2
High School
Unemployed
37.847112
Rural
Premium
null
0
null
9
2024-03-21 15:21:39.177724
Average
Yes
Rarely
House
257
1,192,133
64
Male
14,061
Divorced
4
PhD
Unemployed
16.847351
Suburban
Basic
1
15
721
3
2021-11-13 15:21:39.121169
Good
Yes
Weekly
Apartment
788
1,192,134
45
Female
null
Single
0
Bachelor's
Self-Employed
38.252928
Urban
Premium
null
7
314
2
2023-11-04 15:21:39.221386
Good
Yes
Monthly
Condo
1,096
1,192,135
49
Female
26,700
Divorced
1
Bachelor's
null
25.948804
Urban
Premium
null
5
585
3
2020-10-01 15:21:39.155231
Poor
Yes
Weekly
Apartment
828
1,192,136
28
Male
35,288
Divorced
2
Bachelor's
Unemployed
42.929227
Rural
Basic
null
10
613
5
2023-01-01 15:21:39.176717
Average
Yes
Rarely
Condo
1,258
1,192,137
57
Male
39,805
Single
null
Bachelor's
Self-Employed
24.064986
Rural
Comprehensive
1
18
null
7
2024-02-09 15:21:39.204790
Average
Yes
Monthly
Apartment
846
1,192,138
45
Male
79,309
Single
0
Master's
Self-Employed
44.181343
Rural
Basic
1
12
374
7
2024-04-13 15:21:39.149731
Average
Yes
Daily
Condo
762
1,192,139
59
Female
10,076
Single
2
High School
Unemployed
26.560518
Urban
Comprehensive
null
10
531
4
2023-03-13 15:21:39.105504
Poor
No
Monthly
Apartment
1,069
1,192,140
20
Female
null
Divorced
0
PhD
Unemployed
28.423438
Urban
Premium
0
7
null
9
2022-07-11 15:21:39.191219
Good
Yes
Monthly
House
397
1,192,141
46
Male
25,804
Divorced
null
Master's
Employed
41.865998
Suburban
Comprehensive
null
11
743
7
2024-06-18 15:21:39.278402
Good
No
Rarely
House
33
1,192,142
59
Male
19,169
Married
1
Master's
null
32.12158
Urban
Comprehensive
1
15
518
7
2023-12-06 15:21:39.098696
Good
Yes
Weekly
Condo
1,511
1,192,143
26
Male
3,430
Divorced
null
High School
Unemployed
null
Rural
Basic
0
14
761
5
2020-05-16 15:21:39.093681
Average
No
Monthly
House
1,225
1,192,144
63
Female
44,625
Married
1
Master's
Self-Employed
49.518767
Urban
Comprehensive
0
4
704
3
2022-01-26 15:21:39.226954
Poor
Yes
Monthly
Apartment
830
1,192,145
18
Female
2,445
Single
4
High School
Self-Employed
26.381277
Rural
Basic
3
11
802
7
2020-10-13 15:21:39.237118
Good
Yes
Weekly
House
947
1,192,146
49
Male
3,173
Divorced
1
High School
null
29.829105
Urban
Premium
2
1
null
5
2022-11-09 15:21:39.105504
Good
Yes
Weekly
Apartment
1,526
1,192,147
29
Female
6,097
Married
3
Bachelor's
Self-Employed
33.664176
Rural
Comprehensive
1
4
null
1
2021-04-22 15:21:39.155231
Good
Yes
Monthly
Condo
728
1,192,148
42
Female
15,642
Married
1
Master's
Self-Employed
30.255776
Suburban
Comprehensive
0
12
585
8
2022-07-22 15:21:39.092127
Good
Yes
Monthly
Condo
2,433
1,192,149
20
Male
9,042
Married
0
Bachelor's
null
19.918184
Urban
Basic
3
4
null
4
2019-09-09 15:21:39.202448
Good
Yes
Weekly
House
4,040
1,192,150
27
Male
17,076
Married
null
Master's
Unemployed
42.859333
Rural
Basic
null
6
null
9
2020-11-18 15:21:39.264504
Poor
Yes
Weekly
Apartment
857
1,192,151
33
Female
3,997
Divorced
2
Bachelor's
null
48.673946
Suburban
Basic
2
1
705
8
2024-05-15 15:21:39.146733
Good
Yes
Daily
House
446
1,192,152
58
Male
648
Divorced
4
High School
Employed
5.914458
Suburban
Premium
null
5
null
8
2021-02-04 15:21:39.245086
Average
No
Monthly
House
25
1,192,153
60
Male
25,672
Single
4
Master's
Employed
16.241467
Urban
Comprehensive
1
17
615
8
2019-12-19 15:21:39.114118
Poor
No
Monthly
Apartment
1,069
1,192,154
49
Female
9,403
Married
1
High School
Self-Employed
22.097824
Suburban
Basic
0
4
748
7
2020-06-07 15:21:39.155231
Poor
Yes
Daily
House
524
1,192,155
51
Male
43,936
Married
null
Bachelor's
null
35.946374
Urban
Comprehensive
null
6
507
6
2019-08-28 15:21:39.089116
Average
Yes
Rarely
Apartment
1,425
1,192,156
57
Female
3,944
Single
1
PhD
Unemployed
16.391176
Urban
Comprehensive
2
10
790
1
2021-04-17 15:21:39.286113
Poor
Yes
Rarely
Apartment
742
1,192,157
21
Male
3,717
Married
2
High School
Employed
4.671551
Urban
Basic
0
18
532
1
2023-12-26 15:21:39.134960
null
No
Daily
Apartment
627
1,192,158
60
Male
142,051
Single
null
Bachelor's
Self-Employed
null
Suburban
Premium
null
16
594
3
2020-11-21 15:21:39.209847
Poor
No
Monthly
Apartment
2,146
1,192,159
51
Female
38,710
Single
3
Master's
Unemployed
15.838869
Urban
Basic
0
6
740
6
2022-07-08 15:21:39.090124
Average
Yes
Weekly
House
1,113
1,192,160
20
Male
2,498
Married
1
Master's
null
21.095352
Urban
Premium
1
15
761
5
2023-01-29 15:21:39.250151
null
No
Rarely
Condo
1,790
1,192,161
57
Female
null
Divorced
2
PhD
null
32.735222
Suburban
Comprehensive
2
18
469
9
2024-07-20 15:21:39.082499
Average
Yes
Rarely
House
1,883
1,192,162
54
Female
24,359
Divorced
1
Bachelor's
Self-Employed
39.943248
Rural
Comprehensive
1
5
532
3
2021-07-23 15:21:39.111551
Poor
Yes
Monthly
House
1,854
1,192,163
25
Male
96,583
Single
4
High School
null
18.357319
Rural
Premium
1
16
303
3
2021-01-15 15:21:39.236064
Good
Yes
Monthly
House
677
1,192,164
64
Male
3,097
Married
4
Bachelor's
Unemployed
21.923175
Suburban
Comprehensive
0
5
445
2
2021-02-25 15:21:39.226954
Good
No
Monthly
Apartment
839
1,192,165
24
Male
51,707
Married
2
Bachelor's
null
6.928876
Urban
Premium
null
13
434
3
2021-08-19 15:21:39.155231
Good
Yes
Daily
Apartment
1,248
1,192,166
62
Female
62,421
Single
0
Bachelor's
null
11.844222
Rural
Basic
0
14
null
1
2021-06-16 15:21:39.134960
Good
Yes
Monthly
House
119
1,192,167
52
Female
103,077
Married
4
Master's
Self-Employed
25.726627
Suburban
Comprehensive
0
4
455
1
2021-12-10 15:21:39.111551
Poor
Yes
Monthly
Condo
828
1,192,168
18
Male
11,986
Single
0
Master's
Self-Employed
6.481546
Suburban
Comprehensive
2
9
null
7
2021-04-20 15:21:39.095696
Poor
Yes
Rarely
Apartment
541
1,192,169
63
Female
51,588
Divorced
null
PhD
null
33.788632
Urban
Premium
0
10
312
4
2023-10-01 15:21:39.134960
Good
No
Daily
House
914
1,192,170
44
Female
25,961
Married
0
PhD
null
25.926147
Rural
Basic
null
6
487
2
2022-03-01 15:21:39.206847
Poor
No
Weekly
Condo
632
1,192,171
37
Female
33,773
Married
3
Master's
null
12.607761
Urban
Premium
1
1
301
1
2023-03-09 15:21:39.187211
Poor
No
Rarely
House
1,163
1,192,172
63
Male
44,077
Married
4
PhD
null
21.735694
Rural
Basic
1
7
656
4
2022-09-25 15:21:39.261856
Poor
Yes
Monthly
Condo
1,691
1,192,173
64
Female
28,706
Divorced
0
Master's
Employed
23.774067
Urban
Comprehensive
1
0
530
5
2023-11-02 15:21:39.253660
Good
Yes
Rarely
Apartment
585
1,192,174
34
Male
10,109
Married
null
PhD
null
22.283946
Rural
Basic
2
2
null
9
2023-06-13 15:21:39.148733
Average
No
Rarely
House
793
1,192,175
45
Female
7,937
Married
1
PhD
Unemployed
43.38556
Rural
Comprehensive
null
12
504
5
2021-04-25 15:21:39.115178
Good
Yes
Daily
Condo
1,107
1,192,176
64
Female
22,601
Married
2
PhD
null
26.026699
Rural
Basic
null
0
null
6
2020-06-25 15:21:39.095696
Good
Yes
Daily
Condo
226
1,192,177
47
Female
57,962
Divorced
3
Bachelor's
Unemployed
29.68881
Urban
Comprehensive
0
4
561
1
2021-01-04 15:21:39.257696
Average
Yes
Daily
House
273
1,192,178
25
Male
3,160
Single
0
High School
Unemployed
19.796856
Urban
Basic
null
7
null
3
2024-08-06 15:21:39.267454
Good
Yes
Rarely
Condo
1,978
1,192,179
22
Male
8,056
Single
4
Master's
null
24.422622
Rural
Basic
null
0
690
8
2019-09-21 15:21:39.237118
Poor
Yes
Rarely
Condo
912
1,192,180
null
Male
null
Divorced
2
High School
Unemployed
7.893586
Urban
Premium
null
12
429
4
2020-11-21 15:21:39.172097
Good
Yes
Weekly
House
552
1,192,181
34
Female
88,924
Divorced
4
Bachelor's
Unemployed
31.357982
Rural
Comprehensive
null
11
640
1
2020-09-26 15:21:39.252145
null
No
Monthly
House
124
1,192,182
34
Female
656
Divorced
1
Master's
Employed
null
Rural
Comprehensive
1
6
667
6
2021-08-26 15:21:39.155231
Good
Yes
Weekly
Condo
749
1,192,183
40
Male
21,244
Single
null
Master's
Employed
19.673912
Urban
Premium
1
14
429
2
2021-07-11 15:21:39.134960
Average
Yes
Monthly
Apartment
716
1,192,184
35
Female
24,146
Single
0
Master's
null
12.837768
Urban
Comprehensive
null
2
718
2
2022-09-21 15:21:39.233998
null
No
Weekly
House
386
1,192,185
45
Female
106,035
Married
2
Master's
Employed
18.925869
Rural
Basic
1
5
402
2
2020-12-31 15:21:39.237118
Average
No
Monthly
Apartment
3,611
1,192,186
44
Male
26,113
Single
4
Bachelor's
Unemployed
37.676569
Suburban
Comprehensive
1
10
782
4
2022-06-06 15:21:39.246098
Good
Yes
Monthly
Condo
1,033
1,192,187
46
Male
27,581
Married
3
Bachelor's
Self-Employed
10.187637
Rural
Premium
null
3
626
9
2021-01-17 15:21:39.266452
Poor
Yes
Monthly
Condo
697
1,192,188
34
Male
3,649
Divorced
0
High School
null
21.966188
Suburban
Comprehensive
0
2
692
1
2023-01-01 15:21:39.218388
Poor
Yes
Weekly
Condo
25
1,192,189
54
Female
55,971
Married
2
High School
Unemployed
19.915534
Suburban
Comprehensive
2
13
506
8
2020-01-14 15:21:39.215386
Good
No
Daily
Apartment
1,522
1,192,190
50
Female
45,026
Married
2
Bachelor's
Self-Employed
16.307776
Suburban
Basic
0
4
410
4
2021-01-25 15:21:39.175719
Average
Yes
Weekly
House
1,401
1,192,191
25
Female
858
Married
2
Bachelor's
Unemployed
27.792015
Rural
Premium
4
13
308
5
2021-07-04 15:21:39.155231
Good
No
Daily
Apartment
1,005
1,192,192
57
Female
4,562
Single
3
PhD
Self-Employed
25.330034
Rural
Comprehensive
2
13
361
1
2020-08-21 15:21:39.276901
Poor
Yes
Weekly
Apartment
1,264
1,192,193
36
Male
8,072
Single
4
High School
null
9.939012
Rural
Basic
null
7
733
1
2021-08-12 15:21:39.134960
Average
No
Rarely
Apartment
814
1,192,194
46
Male
93,960
Divorced
1
Bachelor's
Unemployed
42.415319
Suburban
Premium
1
8
587
6
2024-03-01 15:21:39.155231
null
Yes
Rarely
Condo
1,842
1,192,195
28
Female
35,799
Divorced
1
Master's
null
48.473777
Urban
Basic
1
16
null
8
2019-11-04 15:21:39.237118
Poor
No
Monthly
Apartment
1,029
1,192,196
54
Male
14,750
Married
2
Bachelor's
Self-Employed
12.724633
Suburban
Comprehensive
1
9
523
9
2023-08-03 15:21:39.209847
Average
Yes
Weekly
Condo
944
1,192,197
51
Female
8,599
Divorced
4
Master's
Employed
39.097219
Suburban
Comprehensive
1
16
320
7
2023-12-25 15:21:39.132191
Average
No
Rarely
Condo
1,490
1,192,198
null
Female
10,174
Divorced
0
High School
null
43.921108
Urban
Comprehensive
null
14
null
3
2019-10-14 15:21:39.171102
Average
Yes
Weekly
Apartment
1,116
1,192,199
32
Male
18,382
Single
1
High School
Self-Employed
14.788452
Urban
Comprehensive
0
4
761
8
2024-05-07 15:21:39.155231
Good
Yes
Monthly
Condo
115