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
1,171,100
54
Female
117,117
Single
null
High School
null
44.892801
Urban
Basic
0
8
448
2
2022-02-21 15:21:39.192212
Poor
Yes
Rarely
Apartment
97
1,171,101
48
Male
82,232
Divorced
4
Bachelor's
Self-Employed
17.310931
Urban
Basic
1
4
759
3
2019-09-14 15:21:39.168099
Good
No
Monthly
Condo
381
1,171,102
36
Female
8,069
Divorced
0
High School
Self-Employed
27.292848
Rural
Basic
null
17
488
1
2021-02-26 15:21:39.283783
Poor
No
Rarely
Apartment
522
1,171,103
23
Female
39,321
Single
3
High School
Self-Employed
23.845441
Urban
Comprehensive
null
17
690
3
2024-04-17 15:21:39.147735
Good
Yes
Weekly
Condo
736
1,171,104
38
Female
20,585
Single
null
Bachelor's
Unemployed
7.877844
Rural
Premium
0
3
665
3
2020-04-04 15:21:39.216387
Average
No
Weekly
House
467
1,171,105
51
Female
43,925
Divorced
2
Master's
Self-Employed
26.635624
Urban
Basic
1
7
826
8
2019-09-01 15:21:39.155231
Poor
No
Rarely
House
1,739
1,171,106
28
Female
88,420
Divorced
null
Bachelor's
Employed
22.999467
Suburban
Comprehensive
1
7
825
1
2019-09-23 15:21:39.206847
Poor
Yes
Weekly
Condo
2,905
1,171,107
19
Female
82,900
Divorced
null
High School
null
18.093326
Rural
Comprehensive
null
19
826
7
2023-11-09 15:21:39.202448
null
No
Weekly
House
391
1,171,108
33
Female
74,290
Divorced
0
PhD
Self-Employed
10.944464
Suburban
Comprehensive
null
15
464
6
2022-12-30 15:21:39.144722
Poor
Yes
Daily
Apartment
2,610
1,171,109
54
Male
29,821
Married
3
Master's
Unemployed
28.908756
Suburban
Premium
null
14
null
2
2021-05-07 15:21:39.155231
Good
Yes
Daily
House
839
1,171,110
50
Female
4,726
Married
3
PhD
Unemployed
12.754941
Suburban
Comprehensive
1
1
822
7
2019-11-21 15:21:39.155231
Average
No
Monthly
Condo
382
1,171,111
35
Female
95,875
Married
1
High School
Unemployed
null
Rural
Comprehensive
0
17
429
4
2022-06-07 15:21:39.187211
Good
No
Monthly
House
1,597
1,171,112
56
Male
null
Single
4
PhD
null
36.270314
Urban
Basic
2
17
791
2
2021-02-13 15:21:39.205850
Poor
Yes
Daily
Apartment
131
1,171,113
31
Female
39,097
Married
2
Bachelor's
Unemployed
35.262057
Suburban
Comprehensive
null
18
636
3
2023-06-02 15:21:39.126661
Average
No
Monthly
House
4,291
1,171,114
31
Male
19,265
Married
null
Bachelor's
Unemployed
12.447101
Rural
Premium
2
12
517
6
2024-05-09 15:21:39.283783
Good
No
Daily
Condo
1,405
1,171,115
51
Male
48,913
Married
1
PhD
Employed
30.45103
Suburban
Premium
2
3
388
7
2020-02-18 15:21:39.214388
Poor
Yes
Rarely
House
386
1,171,116
51
Female
46,495
Married
2
High School
Employed
46.693945
Urban
Comprehensive
2
3
415
5
2023-12-01 15:21:39.105504
Average
No
Daily
House
469
1,171,117
41
Female
42,559
Single
3
Bachelor's
Self-Employed
32.367794
Rural
Basic
0
17
366
5
2022-06-02 15:21:39.115178
Average
Yes
Daily
Condo
1,204
1,171,118
42
Male
72,354
Divorced
3
PhD
Self-Employed
39.146836
Suburban
Comprehensive
2
0
749
6
2023-10-13 15:21:39.214388
null
No
Weekly
House
907
1,171,119
49
Male
17,347
Divorced
1
Bachelor's
Unemployed
28.634505
Rural
Basic
1
12
667
8
2024-06-02 15:21:39.194829
Average
Yes
Daily
Apartment
2,376
1,171,120
23
Female
91,778
Single
0
Bachelor's
Unemployed
14.959298
Rural
Comprehensive
null
10
391
4
2020-12-14 15:21:39.237118
Poor
Yes
Monthly
Apartment
641
1,171,121
44
Male
27,442
Married
3
High School
null
null
Rural
Basic
1
9
583
4
2019-10-05 15:21:39.094752
Good
No
Weekly
Apartment
1,720
1,171,122
57
Female
67,678
Divorced
1
PhD
Unemployed
13.049026
Urban
Premium
0
0
659
4
2024-01-13 15:21:39.168099
Average
Yes
Daily
House
213
1,171,123
39
Female
22,880
Divorced
1
Master's
Employed
22.641011
Rural
Comprehensive
0
3
482
8
2022-09-03 15:21:39.089116
Poor
No
Rarely
House
1,037
1,171,124
51
Male
37,711
Single
2
Master's
null
9.880519
Urban
Premium
null
19
null
2
2019-11-06 15:21:39.237118
Poor
Yes
Monthly
Apartment
2,696
1,171,125
58
Female
56,545
Married
null
PhD
null
25.374891
Urban
Premium
null
17
590
8
2021-10-19 15:21:39.204201
Good
No
Rarely
Apartment
361
1,171,126
37
Female
37,425
Married
1
Bachelor's
Unemployed
20.8479
Suburban
Basic
null
13
null
7
2021-03-17 15:21:39.134960
Average
Yes
Weekly
Condo
48
1,171,127
52
Male
null
Divorced
2
Master's
Unemployed
31.676935
Urban
Premium
2
11
null
3
2020-11-16 15:21:39.098696
Poor
No
Rarely
Condo
382
1,171,128
63
Male
9,072
Married
2
High School
Employed
17.88547
Urban
Premium
2
11
357
5
2019-10-30 15:21:39.237118
Good
Yes
Monthly
Apartment
2,079
1,171,129
57
Female
12,058
Single
0
High School
Self-Employed
12.811697
Urban
Premium
null
2
null
9
2021-04-23 15:21:39.147735
Poor
Yes
Monthly
House
781
1,171,130
51
Male
105,827
null
0
Master's
null
48.013369
Urban
Comprehensive
0
11
500
2
2024-02-04 15:21:39.092127
Poor
Yes
Weekly
House
698
1,171,131
61
Male
4,905
Divorced
null
Master's
Employed
29.842178
Suburban
Premium
2
6
763
7
2020-09-25 15:21:39.245086
Poor
Yes
Weekly
House
1,344
1,171,132
52
Female
5,734
Single
1
Master's
Unemployed
50.859642
Urban
Comprehensive
null
5
591
4
2022-05-23 15:21:39.261856
null
Yes
Rarely
House
1,551
1,171,133
19
Male
15,982
Single
3
Master's
null
24.066004
Urban
Comprehensive
0
14
699
5
2023-12-19 15:21:39.134960
Poor
No
Rarely
Condo
1,414
1,171,134
29
Female
4,059
Divorced
1
Bachelor's
Unemployed
44.05848
Urban
Basic
0
13
315
8
2021-07-31 15:21:39.231531
Good
Yes
Rarely
House
3,284
1,171,135
44
Female
60,103
Married
1
High School
null
25.898388
Suburban
Premium
null
5
342
4
2023-08-11 15:21:39.219432
Poor
No
Daily
House
1,102
1,171,136
33
Male
null
Divorced
0
High School
Employed
null
Urban
Basic
2
8
785
4
2022-10-01 15:21:39.222387
Poor
Yes
Monthly
Condo
2,513
1,171,137
51
Male
60,793
Married
1
High School
Employed
34.086641
Suburban
Comprehensive
3
17
483
1
2021-11-07 15:21:39.207847
Good
Yes
Monthly
Condo
1,654
1,171,138
63
Male
722
Single
2
Bachelor's
Self-Employed
16.170515
Urban
Basic
1
9
684
1
2023-10-18 15:21:39.182597
Poor
Yes
Weekly
House
2,126
1,171,139
24
Female
547
Married
0
High School
Unemployed
16.038004
Suburban
Comprehensive
2
15
674
7
2024-05-09 15:21:39.166062
Poor
Yes
Monthly
Condo
2,121
1,171,140
38
Male
509
null
null
Bachelor's
null
35.896874
Rural
Comprehensive
0
1
587
4
2022-05-16 15:21:39.289099
Poor
Yes
Rarely
House
489
1,171,141
37
Female
2,746
Single
1
PhD
Unemployed
12.392225
Suburban
Premium
2
11
null
4
2022-02-05 15:21:39.155231
Good
No
Weekly
House
769
1,171,142
63
Male
11,755
Married
3
Master's
null
10.966353
Rural
Comprehensive
null
2
584
3
2020-06-22 15:21:39.233998
null
Yes
Weekly
House
231
1,171,143
56
Male
91,625
Married
1
PhD
Self-Employed
36.415716
Suburban
Premium
0
3
643
5
2021-03-28 15:21:39.094752
Average
No
Rarely
House
3,785
1,171,144
32
Female
null
Married
0
High School
null
42.583719
Suburban
Premium
3
16
672
2
2021-11-02 15:21:39.259788
Good
Yes
Rarely
Apartment
27
1,171,145
53
Female
143,742
Single
0
Master's
null
41.759534
Suburban
Comprehensive
null
17
null
8
2020-06-29 15:21:39.134960
Poor
No
Rarely
Condo
130
1,171,146
36
Female
1,755
Divorced
3
Bachelor's
Unemployed
20.918365
Urban
Basic
2
12
null
1
2021-07-12 15:21:39.237118
Average
No
Weekly
House
1,848
1,171,147
49
Female
45,465
Divorced
3
High School
null
23.171866
Urban
Comprehensive
0
15
583
4
2022-11-19 15:21:39.210805
Good
No
Monthly
Condo
1,736
1,171,148
47
Female
10,074
Divorced
4
Master's
Unemployed
42.639708
Urban
Basic
2
0
518
5
2020-08-12 15:21:39.237118
Good
No
Rarely
Condo
1,004
1,171,149
49
Male
65,634
Single
null
High School
Self-Employed
19.57328
Rural
Basic
2
17
388
9
2023-01-11 15:21:39.181605
Poor
Yes
Daily
House
1,602
1,171,150
32
Female
1,338
Married
4
Master's
Unemployed
13.639435
Rural
Comprehensive
null
4
784
4
2023-07-17 15:21:39.155231
Average
No
Weekly
Apartment
2,060
1,171,151
43
Female
1,592
Divorced
null
Master's
Unemployed
17.811372
Rural
Basic
1
1
437
9
2023-12-05 15:21:39.134960
Poor
Yes
Weekly
Condo
2,832
1,171,152
21
Male
45,003
Single
3
High School
Unemployed
23.393634
Urban
Basic
1
11
335
8
2023-06-30 15:21:39.245086
Good
No
Rarely
Condo
28
1,171,153
46
Female
1,459
Single
3
PhD
null
11.868557
Rural
Comprehensive
null
13
null
7
2019-10-04 15:21:39.096739
Poor
No
Weekly
Condo
2,228
1,171,154
52
Male
1,349
Divorced
0
Bachelor's
Unemployed
31.024826
Suburban
Premium
0
8
617
3
2022-02-27 15:21:39.206847
Poor
Yes
Monthly
Apartment
158
1,171,155
53
Male
899
Single
4
PhD
null
45.1254
Suburban
Basic
2
19
662
2
2022-01-31 15:21:39.285112
Good
Yes
Monthly
House
404
1,171,156
32
Male
26,208
Single
0
PhD
Employed
34.52391
Suburban
Premium
1
3
454
7
2022-05-04 15:21:39.155231
Good
No
Monthly
Apartment
1,310
1,171,157
40
Female
null
Divorced
1
High School
Unemployed
30.124744
Urban
Comprehensive
null
17
382
9
2023-04-07 15:21:39.190215
Good
Yes
Weekly
Apartment
656
1,171,158
56
Female
53,597
Married
3
High School
null
42.919287
Rural
Comprehensive
2
0
355
8
2024-03-01 15:21:39.134960
Poor
No
Rarely
Apartment
668
1,171,159
21
Male
45,652
Divorced
0
Bachelor's
null
6.914443
Urban
Premium
1
4
687
4
2021-04-21 15:21:39.244069
Good
Yes
Daily
House
731
1,171,160
39
Male
16,275
Single
3
Bachelor's
Unemployed
31.685931
Urban
Basic
1
6
668
3
2021-11-08 15:21:39.226954
Good
No
Weekly
Condo
1,159
1,171,161
22
Male
14,078
Single
3
PhD
Self-Employed
29.388054
Rural
Premium
0
3
707
1
2024-01-16 15:21:39.092127
Good
Yes
Monthly
Condo
2,133
1,171,162
55
Male
33,877
Married
3
PhD
Employed
22.992822
Rural
Basic
null
7
645
7
2024-05-30 15:21:39.194829
Poor
Yes
Daily
House
781
1,171,163
47
Female
2,542
null
null
Bachelor's
null
10.556845
Suburban
Premium
1
19
313
4
2023-05-22 15:21:39.176717
Good
No
Weekly
House
1,622
1,171,164
61
Male
10,112
Married
null
High School
Unemployed
39.703525
Suburban
Premium
1
9
677
9
2019-12-19 15:21:39.113566
Poor
No
Daily
Apartment
50
1,171,165
41
Female
50,924
Single
2
PhD
null
11.914988
Urban
Premium
1
1
null
1
2023-01-24 15:21:39.283783
Average
Yes
Rarely
Apartment
396
1,171,166
null
Female
null
Divorced
null
Bachelor's
Unemployed
32.361041
Rural
Comprehensive
1
11
346
5
2020-08-19 15:21:39.266452
Poor
No
Monthly
Condo
346
1,171,167
54
Male
5,814
Divorced
4
High School
null
24.313939
Rural
Comprehensive
3
6
711
2
2022-05-24 15:21:39.080440
Average
No
Rarely
House
984
1,171,168
41
Male
18,693
Single
0
Master's
Self-Employed
30.442035
Urban
Comprehensive
1
10
745
9
2023-09-16 15:21:39.237118
Poor
Yes
Daily
Apartment
2,853
1,171,169
50
Female
61,457
Single
2
PhD
null
null
Urban
Basic
2
2
472
4
2023-11-24 15:21:39.231531
Good
Yes
Weekly
House
1,629
1,171,170
21
Male
17,301
Single
3
Bachelor's
Employed
13.933149
Rural
Premium
2
10
790
2
2021-07-19 15:21:39.111551
Average
No
Rarely
Condo
241
1,171,171
21
Male
1,316
Single
3
Master's
Unemployed
8.51254
Rural
Basic
1
12
459
3
2024-02-01 15:21:39.147735
Good
Yes
Weekly
Apartment
1,204
1,171,172
27
Male
10,058
Single
4
Bachelor's
null
9.049306
Urban
Premium
null
19
592
9
2019-12-31 15:21:39.168099
Poor
Yes
Weekly
Condo
1,449
1,171,173
21
Female
105,847
Married
0
High School
Self-Employed
3.571509
Suburban
Comprehensive
0
15
638
3
2022-06-09 15:21:39.183598
Poor
No
Monthly
Condo
52
1,171,174
46
Male
85,951
Divorced
2
Master's
Unemployed
46.907305
Urban
Basic
2
15
684
1
2023-12-04 15:21:39.186212
Good
No
Rarely
Condo
2,145
1,171,175
54
Male
3,547
Divorced
1
Bachelor's
Unemployed
37.254733
Urban
Premium
0
4
324
3
2021-03-10 15:21:39.235012
Poor
Yes
Weekly
Apartment
2,322
1,171,176
29
Female
45,415
null
1
High School
null
9.797639
Rural
Comprehensive
0
7
null
3
2020-01-15 15:21:39.121169
Poor
Yes
Rarely
Condo
1,206
1,171,177
41
Female
61,760
Married
2
High School
Unemployed
15.281559
Urban
Premium
1
17
439
6
2023-07-18 15:21:39.166062
Average
No
Weekly
House
537
1,171,178
21
Female
18,181
Divorced
null
PhD
Self-Employed
15.789543
Suburban
Premium
null
11
483
7
2022-10-14 15:21:39.226954
Good
No
Daily
Apartment
1,479
1,171,179
52
Male
51,715
Married
2
Bachelor's
null
3.052515
Suburban
Basic
0
4
467
5
2020-03-20 15:21:39.134960
Average
No
Rarely
Apartment
4,923
1,171,180
39
Female
56,580
Single
1
PhD
null
24.287725
Suburban
Premium
3
11
446
5
2020-12-21 15:21:39.237118
Poor
No
Weekly
House
846
1,171,181
56
Male
45,906
Married
1
Master's
null
37.015021
Urban
Comprehensive
1
7
832
1
2023-03-09 15:21:39.126661
Good
Yes
Monthly
Condo
1,109
1,171,182
50
Male
3,546
Single
4
Bachelor's
null
14.948106
Urban
Basic
2
7
739
9
2023-10-14 15:21:39.132191
Average
No
Daily
Condo
837
1,171,183
62
Male
11,861
Single
null
Bachelor's
Unemployed
30.138932
Rural
Comprehensive
0
1
590
7
2019-12-27 15:21:39.209847
Poor
Yes
Rarely
House
1,583
1,171,184
46
Male
38,509
Divorced
0
Bachelor's
Unemployed
14.835755
Rural
Basic
2
18
678
4
2022-06-13 15:21:39.244069
Good
Yes
Daily
Condo
769
1,171,185
60
Female
112,062
Single
3
PhD
null
13.9987
Rural
Premium
2
0
705
6
2020-02-21 15:21:39.175719
Good
Yes
Monthly
House
194
1,171,186
58
Female
29,137
Divorced
0
PhD
Employed
29.523867
Rural
Premium
1
4
707
8
2022-05-23 15:21:39.176717
Average
No
Weekly
Condo
724
1,171,187
null
Male
9,881
Divorced
2
Bachelor's
null
8.965292
Urban
Comprehensive
null
0
306
9
2021-10-02 15:21:39.118178
Poor
No
Daily
Condo
3,167
1,171,188
35
Male
24,040
Married
1
Master's
Employed
18.102264
Rural
Basic
0
5
836
2
2023-12-31 15:21:39.216387
Poor
Yes
Weekly
Apartment
1,202
1,171,189
64
Male
1,345
Single
0
Master's
Self-Employed
null
Urban
Comprehensive
0
11
847
8
2023-09-27 15:21:39.155231
Average
No
Rarely
Condo
1,223
1,171,190
46
Male
2,482
Divorced
1
PhD
null
18.681956
Rural
Basic
0
14
null
4
2020-04-28 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,200
1,171,191
38
Female
35,358
Divorced
1
Bachelor's
Employed
10.929346
Urban
Premium
3
14
534
3
2020-10-21 15:21:39.218388
Good
No
Weekly
House
461
1,171,192
33
Female
9,056
Married
2
Bachelor's
Employed
20.912955
Suburban
Comprehensive
null
18
528
5
2019-10-20 15:21:39.237118
Average
No
Weekly
House
967
1,171,193
23
Male
121,115
Divorced
4
PhD
Unemployed
42.904314
Urban
Basic
1
0
null
3
2022-12-20 15:21:39.155231
null
No
Daily
Apartment
2,729
1,171,194
46
Male
12,791
Married
0
Master's
null
20.738179
Rural
Comprehensive
1
14
557
8
2022-10-01 15:21:39.237118
Average
No
Rarely
House
562
1,171,195
44
Male
131,225
Divorced
4
Master's
Self-Employed
27.12944
Rural
Basic
0
19
432
8
2020-01-31 15:21:39.126661
null
Yes
Rarely
Condo
818
1,171,196
59
Male
20,587
Single
2
High School
Self-Employed
29.539691
Suburban
Comprehensive
2
10
639
2
2022-09-23 15:21:39.121169
Good
Yes
Rarely
Apartment
809
1,171,197
35
Female
2,317
Married
1
Master's
null
10.819185
Rural
Comprehensive
2
4
383
7
2022-09-12 15:21:39.237118
Poor
No
Rarely
House
1,944
1,171,198
18
Female
4,747
Married
0
Bachelor's
Unemployed
38.481711
Suburban
Premium
null
4
327
3
2019-10-05 15:21:39.126661
Good
No
Rarely
House
2,196
1,171,199
27
Male
5,542
Married
0
Bachelor's
Unemployed
18.067427
Suburban
Basic
0
12
772
6
2021-04-11 15:21:39.155231
Good
Yes
Daily
Apartment
1,161