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
8,100
45
Male
45,411
Married
null
Master's
Unemployed
29.379416
Rural
Basic
1
12
578
3
2022-09-20 15:21:39.287115
Poor
Yes
Daily
Condo
3,134
8,101
62
Male
27,429
Married
0
Master's
Unemployed
28.096024
Rural
Premium
null
9
null
8
2019-12-25 15:21:39.253660
Average
Yes
Rarely
Apartment
1,061
8,102
43
Female
30,221
Married
4
Bachelor's
Employed
30.838315
Rural
Comprehensive
null
7
null
1
2020-09-15 15:21:39.134960
Average
No
Monthly
Apartment
2,234
8,103
60
Male
588
Married
4
High School
null
34.593558
Suburban
Basic
2
12
782
3
2023-12-09 15:21:39.134960
Average
Yes
Rarely
House
1,358
8,104
29
Female
10,097
Married
0
PhD
Unemployed
36.810911
Suburban
Comprehensive
6
8
null
6
2023-08-11 15:21:39.196387
Good
No
Rarely
Apartment
1,069
8,105
57
Female
45,754
Single
0
High School
null
8.946258
Suburban
Comprehensive
0
7
null
2
2020-02-18 15:21:39.155231
Poor
No
Monthly
House
898
8,106
44
Female
20,479
Divorced
0
Master's
null
51.244546
Rural
Basic
1
8
786
2
2019-11-13 15:21:39.192212
Good
No
Weekly
Apartment
667
8,107
60
Male
2,353
Divorced
0
Master's
Self-Employed
18.6764
Urban
Basic
null
12
468
4
2022-12-18 15:21:39.274993
Poor
No
Rarely
Condo
518
8,108
64
Male
20,231
Single
3
PhD
Unemployed
33.838769
Rural
Basic
null
18
756
3
2021-02-27 15:21:39.132191
Good
No
Weekly
House
821
8,109
49
Female
58,981
Divorced
3
PhD
Unemployed
null
Urban
Comprehensive
0
11
null
3
2021-04-17 15:21:39.180553
null
No
Weekly
House
832
8,110
18
Female
100,279
null
2
Bachelor's
null
13.05494
Rural
Comprehensive
3
11
438
1
2022-06-01 15:21:39.187211
Good
Yes
Daily
House
1,049
8,111
25
Male
51,471
Divorced
2
Bachelor's
Employed
7.058702
Urban
Comprehensive
0
14
434
3
2022-04-21 15:21:39.106582
Poor
Yes
Monthly
Condo
467
8,112
37
Male
20,997
Married
null
Master's
Employed
17.698729
Suburban
Premium
1
15
null
2
2020-01-18 15:21:39.254678
Good
No
Rarely
House
674
8,113
58
Female
30,766
Single
0
PhD
Unemployed
19.524868
Urban
Premium
null
9
401
6
2021-05-30 15:21:39.194829
Poor
Yes
Rarely
House
2,012
8,114
33
Female
28,512
Married
4
Master's
null
7.924308
Urban
Premium
2
13
744
6
2020-07-11 15:21:39.130190
Poor
Yes
Daily
Condo
821
8,115
50
Male
38,858
Single
2
Master's
null
5.71943
Rural
Premium
0
2
849
2
2020-05-11 15:21:39.094752
Good
No
Monthly
Condo
1,465
8,116
24
Female
49,421
Divorced
2
PhD
Self-Employed
11.304004
Suburban
Basic
null
10
367
8
2022-05-24 15:21:39.123711
Good
No
Rarely
Condo
234
8,117
18
Female
15,161
Single
0
Master's
null
17.123725
Urban
Basic
1
14
446
9
2020-06-22 15:21:39.289099
Good
Yes
Daily
Apartment
34
8,118
61
Male
16,054
Married
3
PhD
Employed
44.781023
Urban
Basic
0
18
439
4
2021-11-06 15:21:39.237118
Average
Yes
Rarely
Condo
703
8,119
38
Female
20,984
Divorced
1
Master's
Employed
12.547992
Rural
Premium
2
17
647
9
2021-08-14 15:21:39.097737
Good
No
Monthly
Condo
477
8,120
30
Male
5,827
Divorced
0
Master's
Unemployed
46.155515
Suburban
Premium
1
1
709
7
2022-11-11 15:21:39.134960
Good
No
Monthly
House
904
8,121
45
Female
23,705
Divorced
2
Master's
null
28.20236
Suburban
Comprehensive
null
15
618
5
2020-10-02 15:21:39.226954
Average
No
Rarely
Condo
647
8,122
40
Male
84,815
Divorced
0
High School
Self-Employed
9.54509
Urban
Comprehensive
1
17
372
9
2022-12-12 15:21:39.183598
Good
Yes
Monthly
Apartment
1,197
8,123
35
Female
40,585
Single
0
Master's
null
37.153393
Rural
Comprehensive
0
10
508
7
2020-09-27 15:21:39.270454
Average
Yes
Daily
House
534
8,124
47
Female
25,821
Married
4
Bachelor's
Unemployed
20.281658
Urban
Premium
2
9
438
8
2023-06-01 15:21:39.082499
Poor
No
Daily
House
497
8,125
21
Female
62,284
Single
1
Bachelor's
Self-Employed
30.154965
Suburban
Premium
0
16
432
9
2020-03-17 15:21:39.237118
Average
Yes
Weekly
Apartment
50
8,126
41
Male
3,770
Married
2
Master's
null
19.522331
Rural
Comprehensive
null
10
431
1
2021-01-26 15:21:39.247098
Poor
No
Rarely
Apartment
496
8,127
41
Female
28,706
Divorced
4
Master's
Employed
27.124024
Suburban
Premium
null
4
810
2
2023-09-21 15:21:39.134960
Average
Yes
Weekly
Apartment
498
8,128
26
Male
22,166
Divorced
2
Bachelor's
null
30.955787
Suburban
Basic
0
13
707
1
2024-04-07 15:21:39.133866
Average
Yes
Rarely
Apartment
2,979
8,129
28
Female
26,603
Divorced
0
PhD
Self-Employed
null
Rural
Basic
1
3
699
2
2020-03-03 15:21:39.134960
Average
No
Rarely
Apartment
1,628
8,130
54
Female
17,991
Divorced
4
Master's
Self-Employed
27.189371
Rural
Premium
1
18
526
1
2021-08-09 15:21:39.155231
Average
Yes
Monthly
Apartment
3,326
8,131
24
Female
28,022
Divorced
2
High School
Unemployed
17.956331
Rural
Basic
0
3
828
3
2024-01-02 15:21:39.237118
Good
No
Daily
Apartment
2,734
8,132
42
Female
8,892
Single
1
High School
Unemployed
24.928443
Urban
Comprehensive
null
11
727
8
2022-03-30 15:21:39.114118
Good
Yes
Weekly
Condo
1,063
8,133
23
Female
114,547
Single
3
PhD
null
null
Urban
Comprehensive
0
0
758
9
2023-01-24 15:21:39.272456
Poor
Yes
Weekly
House
2,392
8,134
36
Male
51,834
Divorced
2
High School
null
16.627502
Rural
Premium
null
10
301
2
2021-12-14 15:21:39.204790
Good
No
Rarely
House
794
8,135
64
Male
382
Married
2
PhD
Employed
21.6802
Suburban
Premium
0
12
513
2
2020-02-15 15:21:39.172097
Average
Yes
Rarely
Apartment
1,755
8,136
59
Female
33,340
Divorced
2
PhD
Unemployed
10.08997
Rural
Premium
0
14
null
1
2022-09-16 15:21:39.249100
Good
No
Daily
House
1,449
8,137
26
Female
5,894
Divorced
2
High School
Self-Employed
36.171418
Rural
Premium
1
6
733
4
2021-01-23 15:21:39.155231
Poor
Yes
Daily
House
1,089
8,138
19
Female
4,071
Divorced
null
Bachelor's
Employed
52.774131
Suburban
Premium
0
18
null
9
2021-05-28 15:21:39.261856
Average
No
Monthly
Apartment
3,865
8,139
23
Female
3,523
Single
0
High School
Employed
23.692438
Urban
Comprehensive
2
0
null
7
2022-03-05 15:21:39.244069
Poor
Yes
Daily
Apartment
1,620
8,140
43
Female
63,349
Single
3
High School
Unemployed
19.773973
Rural
Basic
2
19
null
2
2020-02-05 15:21:39.230483
null
No
Weekly
Apartment
2,371
8,141
22
Male
6,847
Single
4
Master's
null
18.753845
Rural
Comprehensive
null
13
null
7
2022-01-19 15:21:39.079128
Poor
No
Rarely
Apartment
434
8,142
25
Female
25,152
Married
4
Bachelor's
Unemployed
41.772616
Suburban
Comprehensive
2
12
527
8
2020-04-13 15:21:39.254678
Good
Yes
Rarely
Apartment
210
8,143
60
Male
47,456
Married
2
PhD
null
45.242962
Rural
Basic
1
15
756
5
2022-07-10 15:21:39.134960
Average
Yes
Weekly
Apartment
78
8,144
61
Male
6,875
Single
4
Master's
Employed
26.843205
Suburban
Basic
1
5
null
2
2019-09-09 15:21:39.237118
Poor
Yes
Rarely
Apartment
611
8,145
34
Male
16,076
Divorced
null
Bachelor's
Self-Employed
10.24812
Rural
Premium
1
10
635
8
2021-04-06 15:21:39.194829
Poor
No
Daily
Apartment
566
8,146
26
Male
6,906
Married
1
PhD
null
29.567993
Suburban
Comprehensive
1
10
740
3
2020-03-18 15:21:39.261856
Poor
Yes
Monthly
House
532
8,147
57
Female
85,898
Divorced
1
High School
Self-Employed
null
Urban
Comprehensive
0
13
null
9
2023-12-30 15:21:39.134960
Average
No
Rarely
House
2,141
8,148
44
Female
84,477
Single
1
Bachelor's
Unemployed
36.776987
Rural
Premium
2
17
310
7
2022-02-12 15:21:39.155231
Average
Yes
Rarely
Condo
1,841
8,149
23
Male
12,076
Divorced
1
PhD
null
35.27238
Urban
Basic
1
3
744
1
2022-09-07 15:21:39.206847
Poor
Yes
Weekly
Apartment
729
8,150
57
Female
12,696
Divorced
1
Bachelor's
Employed
22.929291
Rural
Premium
null
1
463
5
2023-03-24 15:21:39.172097
Average
Yes
Monthly
Condo
1,464
8,151
40
Male
44,934
Married
3
PhD
Self-Employed
15.651095
Urban
Comprehensive
0
12
583
8
2021-08-29 15:21:39.194829
Average
Yes
Monthly
House
962
8,152
38
Female
1,571
Single
2
High School
Employed
42.647327
Rural
Premium
2
12
397
6
2022-03-28 15:21:39.104139
Poor
No
Daily
House
2,033
8,153
41
Male
35,670
Married
null
Bachelor's
Self-Employed
23.567806
Rural
Comprehensive
0
6
706
8
2020-02-28 15:21:39.134960
Poor
No
Rarely
Condo
1,679
8,154
22
Male
122,813
Single
0
High School
Unemployed
14.935138
Rural
Premium
1
19
464
4
2020-12-23 15:21:39.175719
null
Yes
Rarely
House
2,364
8,155
63
Male
1,216
Divorced
2
Master's
Self-Employed
35.739162
Rural
Basic
null
17
775
2
2023-08-27 15:21:39.155231
null
No
Monthly
Apartment
474
8,156
40
Male
1,435
Married
3
Bachelor's
null
39.570981
Urban
Comprehensive
0
11
590
1
2024-04-13 15:21:39.174719
Good
Yes
Weekly
Condo
411
8,157
50
Female
7,723
Divorced
1
Bachelor's
Self-Employed
16.811181
Rural
Basic
1
2
537
5
2019-09-17 15:21:39.082499
Good
Yes
Rarely
House
27
8,158
28
Female
12,096
Divorced
0
PhD
null
26.560431
Rural
Premium
null
3
657
8
2022-06-10 15:21:39.134960
Average
Yes
Rarely
Apartment
688
8,159
55
Female
54,794
Divorced
3
High School
Self-Employed
26.596542
Suburban
Comprehensive
3
10
827
7
2023-03-15 15:21:39.134960
Poor
Yes
Rarely
Condo
86
8,160
55
Female
30,238
Divorced
3
Master's
Unemployed
39.923422
Suburban
Comprehensive
null
8
464
8
2024-07-26 15:21:39.174719
Good
No
Daily
Condo
400
8,161
34
Male
8,098
Single
4
PhD
Self-Employed
12.0089
Suburban
Premium
2
13
null
7
2024-02-06 15:21:39.155231
Average
No
Daily
Apartment
1,615
8,162
28
Female
101,636
Single
3
Master's
Self-Employed
13.582608
Rural
Premium
1
7
397
8
2020-04-17 15:21:39.088124
null
No
Monthly
Apartment
751
8,163
25
Male
36,190
Single
3
PhD
Employed
null
Rural
Basic
null
4
522
7
2022-10-18 15:21:39.122134
Good
No
Rarely
Apartment
719
8,164
60
Male
30,429
Single
0
Bachelor's
Employed
null
Suburban
Premium
0
17
685
9
2019-10-16 15:21:39.079128
Poor
No
Monthly
House
255
8,165
58
Male
109,862
Single
0
High School
Employed
51.72665
Rural
Premium
1
17
728
6
2020-07-21 15:21:39.265513
Good
Yes
Daily
Condo
563
8,166
18
Female
142,441
Married
4
High School
Employed
22.734132
Urban
Comprehensive
0
14
406
9
2023-07-26 15:21:39.218388
Poor
No
Weekly
Apartment
1,033
8,167
37
Female
91,826
Married
null
PhD
Unemployed
31.998941
Urban
Premium
1
14
393
1
2024-08-02 15:21:39.189223
Poor
Yes
Weekly
Condo
1,592
8,168
56
Male
54,699
Married
3
PhD
Unemployed
34.098913
Urban
Comprehensive
0
15
485
7
2020-04-01 15:21:39.093681
null
No
Daily
Condo
463
8,169
62
Female
70,743
Divorced
1
High School
null
19.14193
Rural
Premium
0
4
530
5
2021-11-08 15:21:39.164044
Average
No
Rarely
Condo
384
8,170
19
Female
28,409
Married
4
PhD
null
28.850079
Rural
Premium
0
5
528
1
2023-05-17 15:21:39.087123
Average
Yes
Rarely
Apartment
20
8,171
55
Female
45,427
Divorced
0
PhD
Employed
30.430514
Rural
Basic
null
11
835
9
2022-02-18 15:21:39.208842
Average
No
Monthly
House
1,672
8,172
57
Male
18,078
Single
2
Master's
null
25.879353
Suburban
Comprehensive
null
14
535
5
2022-12-31 15:21:39.192212
Poor
Yes
Daily
Apartment
210
8,173
38
Female
115,947
Divorced
1
Master's
Employed
25.367817
Suburban
Comprehensive
null
17
826
9
2024-07-31 15:21:39.206847
Good
Yes
Weekly
Apartment
101
8,174
23
Male
1,249
Married
0
Bachelor's
Self-Employed
18.937226
Suburban
Basic
0
7
635
9
2023-12-12 15:21:39.233998
Good
Yes
Daily
Apartment
161
8,175
27
Male
55,860
Married
1
PhD
Unemployed
10.634134
Suburban
Basic
0
8
434
1
2021-10-29 15:21:39.185215
Poor
Yes
Rarely
House
1,134
8,176
52
Female
2,744
Single
null
Bachelor's
Self-Employed
21.388818
Suburban
Comprehensive
1
13
591
4
2019-10-16 15:21:39.155231
Average
No
Weekly
Condo
2,516
8,177
52
Male
null
Single
3
Bachelor's
Self-Employed
27.857804
Rural
Basic
3
11
321
8
2021-07-12 15:21:39.245086
Average
No
Monthly
House
574
8,178
57
Male
18,072
Divorced
3
PhD
Employed
null
Urban
Basic
null
3
709
9
2024-01-01 15:21:39.180553
Average
Yes
Monthly
Apartment
710
8,179
59
Female
4,765
null
0
High School
Employed
35.427815
Rural
Premium
null
1
464
9
2024-07-19 15:21:39.085129
Good
No
Monthly
Condo
1,203
8,180
64
Male
43,412
Married
2
Master's
null
16.253437
Suburban
Basic
null
16
731
8
2021-11-14 15:21:39.155231
Good
No
Monthly
House
85
8,181
45
Male
7,821
Single
1
PhD
Unemployed
24.83785
Urban
Comprehensive
2
8
646
9
2019-08-23 15:21:39.121169
null
Yes
Rarely
Apartment
524
8,182
59
Male
6,414
Divorced
null
Bachelor's
null
33.555432
Suburban
Basic
1
6
null
7
2023-03-17 15:21:39.166062
Average
Yes
Daily
House
628
8,183
40
Male
5,521
Married
0
Master's
Self-Employed
20.766203
Suburban
Comprehensive
0
15
513
1
2023-09-02 15:21:39.237118
Average
No
Rarely
Apartment
809
8,184
46
Male
47,514
Married
2
Bachelor's
Employed
35.991947
Suburban
Premium
1
11
471
7
2022-04-08 15:21:39.104139
Average
No
Rarely
Condo
156
8,185
27
Male
138,550
Divorced
3
PhD
null
48.795851
Suburban
Premium
3
6
681
1
2024-01-08 15:21:39.256696
Average
No
Rarely
House
3,111
8,186
44
Female
27,147
Married
0
Master's
Unemployed
5.914761
Rural
Premium
1
15
496
2
2020-01-23 15:21:39.287115
Average
No
Daily
Condo
1,146
8,187
18
Male
24,507
Divorced
1
Master's
Employed
39.845993
Suburban
Comprehensive
2
12
790
8
2024-07-14 15:21:39.276901
Poor
Yes
Rarely
Apartment
631
8,188
60
Female
4,536
Divorced
3
Bachelor's
Employed
17.617612
Suburban
Premium
1
13
488
3
2022-11-20 15:21:39.225916
Average
No
Monthly
House
955
8,189
27
Male
20,597
Married
null
High School
Employed
30.720514
Suburban
Basic
0
4
636
5
2021-05-05 15:21:39.086123
Average
Yes
Rarely
Apartment
1,082
8,190
28
Male
68,851
Single
4
High School
Self-Employed
6.764235
Suburban
Premium
0
6
541
7
2021-12-24 15:21:39.134960
Average
No
Daily
Apartment
393
8,191
56
Male
73,742
null
3
Bachelor's
null
33.967914
Rural
Basic
2
1
696
7
2023-07-15 15:21:39.194829
Good
No
Rarely
House
416
8,192
47
Male
23,089
Divorced
0
Bachelor's
Unemployed
31.849104
Urban
Comprehensive
0
18
518
9
2020-07-25 15:21:39.132191
Average
No
Monthly
Apartment
961
8,193
57
Female
43,713
Divorced
1
Bachelor's
Unemployed
40.987941
Suburban
Comprehensive
null
14
782
1
2022-02-13 15:21:39.181605
Average
Yes
Weekly
Condo
1,219
8,194
53
Male
29,316
Single
null
Master's
null
20.756518
Suburban
Comprehensive
null
16
578
6
2022-12-25 15:21:39.120168
Average
No
Rarely
Condo
838
8,195
51
Female
28,421
Divorced
1
High School
Self-Employed
15.01225
Rural
Premium
2
4
596
7
2024-07-20 15:21:39.187211
Average
Yes
Weekly
Apartment
153
8,196
22
Male
24,299
Single
4
Master's
Unemployed
10.812562
Rural
Premium
null
4
null
9
2019-09-08 15:21:39.187211
Average
Yes
Weekly
Apartment
1,066
8,197
50
Male
1,323
Married
2
Bachelor's
Self-Employed
31.867649
Suburban
Premium
1
17
551
3
2022-02-02 15:21:39.268507
Poor
No
Weekly
Apartment
39
8,198
31
Male
44,785
Single
2
High School
null
28.412813
Rural
Premium
2
3
719
8
2023-07-22 15:21:39.082499
Poor
Yes
Rarely
Apartment
681
8,199
27
Female
4,547
Divorced
0
Master's
Self-Employed
27.29551
Rural
Comprehensive
2
7
456
1
2021-01-17 15:21:39.192212
Average
No
Monthly
House
488