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
22,100
56
Male
26,981
Married
0
High School
Unemployed
13.567011
Rural
Comprehensive
2
3
816
5
2020-07-11 15:21:39.199447
Poor
No
Rarely
Condo
473
22,101
24
Male
839
Single
0
High School
null
null
Urban
Comprehensive
1
12
null
3
2022-08-02 15:21:39.134960
Average
Yes
Rarely
House
1,745
22,102
35
Male
18,072
Divorced
3
PhD
Employed
47.457761
Rural
Comprehensive
0
13
498
2
2023-05-17 15:21:39.149731
Good
Yes
Weekly
House
1,153
22,103
30
Male
39,454
Single
0
Bachelor's
Unemployed
35.86838
Rural
Comprehensive
0
7
494
3
2024-06-30 15:21:39.095696
Average
No
Daily
House
806
22,104
34
Male
92,686
Married
0
Master's
Employed
42.566894
Rural
Premium
null
12
313
1
2021-03-26 15:21:39.208842
Poor
No
Weekly
Apartment
1,270
22,105
55
Female
2,588
Married
3
Master's
null
22.039604
Rural
Premium
null
16
722
4
2021-09-11 15:21:39.190215
Average
Yes
Weekly
Apartment
3,375
22,106
58
Male
119,920
Divorced
3
High School
null
39.937605
Suburban
Basic
1
17
772
1
2023-04-26 15:21:39.146733
Poor
No
Daily
Apartment
309
22,107
49
Male
71,855
Single
null
Master's
Employed
27.934145
Urban
Premium
2
4
693
7
2021-11-12 15:21:39.287115
Average
No
Rarely
Condo
2,135
22,108
23
Male
69,904
Single
null
Bachelor's
null
39.517218
Suburban
Premium
1
7
431
9
2020-10-10 15:21:39.248098
Average
No
Daily
Apartment
1,165
22,109
40
Female
61,267
Single
1
Master's
Self-Employed
17.294066
Suburban
Comprehensive
1
4
810
7
2020-05-01 15:21:39.102694
Average
Yes
Daily
House
48
22,110
48
Female
11,711
Single
1
Bachelor's
null
10.74436
Rural
Basic
null
7
619
5
2023-03-14 15:21:39.256696
Poor
Yes
Daily
Apartment
1,017
22,111
37
Female
29,073
Single
3
PhD
null
17.261625
Urban
Comprehensive
0
18
731
3
2021-12-04 15:21:39.087123
Average
No
Monthly
Apartment
1,246
22,112
26
Male
12,073
Single
1
PhD
null
null
Suburban
Comprehensive
0
0
773
7
2020-06-14 15:21:39.134960
Good
Yes
Daily
Apartment
616
22,113
21
Male
81,593
Divorced
3
Bachelor's
null
null
Urban
Comprehensive
0
4
null
1
2023-03-05 15:21:39.226954
Average
Yes
Rarely
Condo
3,818
22,114
35
Female
34,821
Married
2
Bachelor's
Self-Employed
33.795941
Suburban
Comprehensive
null
9
581
5
2020-11-05 15:21:39.114118
Average
No
Monthly
House
162
22,115
20
Male
16,690
Married
4
High School
Self-Employed
24.515465
Urban
Comprehensive
null
9
778
2
2023-05-04 15:21:39.221386
Poor
Yes
Monthly
Apartment
476
22,116
52
Female
14,084
Married
4
High School
Employed
16.8898
Rural
Premium
1
12
754
5
2022-05-22 15:21:39.155231
Poor
Yes
Rarely
House
834
22,117
29
Male
61,186
Divorced
3
High School
null
52.478902
Rural
Basic
0
12
589
5
2019-10-09 15:21:39.167099
Average
Yes
Weekly
House
60
22,118
54
Male
30,625
Divorced
0
PhD
Self-Employed
47.739392
Rural
Comprehensive
0
7
469
9
2024-08-13 15:21:39.208842
Poor
Yes
Daily
House
632
22,119
49
Male
17,227
Divorced
2
High School
Self-Employed
19.677576
Urban
Basic
2
17
744
5
2021-01-08 15:21:39.143708
Average
Yes
Daily
Apartment
1,605
22,120
60
Male
30,308
Married
3
High School
Employed
14.688376
Urban
Basic
0
12
null
2
2020-03-01 15:21:39.288099
Average
Yes
Weekly
Condo
4,062
22,121
54
Male
17,381
Single
0
Master's
Unemployed
null
Urban
Basic
0
6
665
7
2022-06-07 15:21:39.207847
Average
Yes
Monthly
Apartment
3,330
22,122
20
Male
1,628
Married
3
Bachelor's
Self-Employed
null
Suburban
Premium
null
9
587
1
2022-01-26 15:21:39.218388
Poor
No
Weekly
Condo
966
22,123
47
Male
9,085
Married
1
Bachelor's
null
18.917355
Suburban
Basic
null
6
615
3
2021-01-09 15:21:39.205850
Average
Yes
Daily
House
716
22,124
53
Female
8,937
Married
2
PhD
null
16.098437
Urban
Basic
null
14
709
2
2023-05-02 15:21:39.155231
Good
No
Rarely
House
1,035
22,125
43
Female
41,347
Married
null
Bachelor's
null
50.754285
Rural
Basic
null
9
403
8
2023-11-24 15:21:39.090124
Average
Yes
Rarely
Condo
3,382
22,126
24
Male
1,026
Divorced
2
PhD
Employed
43.817385
Urban
Premium
1
6
785
4
2020-10-16 15:21:39.117183
Average
Yes
Daily
Apartment
2,863
22,127
23
Female
1,035
Divorced
4
Master's
Self-Employed
20.498681
Suburban
Basic
0
11
731
9
2023-11-22 15:21:39.146733
Average
No
Monthly
Condo
29
22,128
57
Male
18,054
Married
1
Bachelor's
Self-Employed
10.332983
Urban
Premium
1
9
313
3
2021-02-20 15:21:39.155231
Poor
No
Weekly
Apartment
1,828
22,129
54
Female
107,562
Single
3
High School
Self-Employed
31.93532
Suburban
Comprehensive
0
3
491
7
2021-01-06 15:21:39.155231
Poor
Yes
Rarely
Condo
130
22,130
53
Female
17,962
Divorced
null
High School
Unemployed
15.082627
Suburban
Basic
1
7
729
9
2022-05-29 15:21:39.201446
Average
Yes
Rarely
Apartment
538
22,131
19
Male
35,919
Married
3
PhD
null
18.166859
Suburban
Comprehensive
null
17
null
2
2020-09-16 15:21:39.181605
Good
No
Monthly
Condo
462
22,132
54
Female
29,253
Divorced
2
PhD
Employed
10.527629
Urban
Basic
0
5
319
7
2024-04-16 15:21:39.192212
Poor
No
Monthly
House
2,060
22,133
47
Male
6,831
Divorced
1
PhD
Employed
20.108261
Rural
Basic
0
16
747
3
2020-10-12 15:21:39.121169
Average
No
Weekly
Condo
30
22,134
38
Female
29,061
Divorced
0
Master's
Unemployed
31.98886
Rural
Basic
1
18
623
5
2020-10-11 15:21:39.189223
Poor
No
Rarely
Apartment
434
22,135
30
Female
81,669
Divorced
0
Bachelor's
null
51.4108
Rural
Premium
2
12
565
3
2024-07-02 15:21:39.168099
Average
Yes
Daily
Condo
548
22,136
63
Female
15,982
Married
2
High School
Employed
38.099182
Urban
Comprehensive
1
13
null
9
2022-04-05 15:21:39.092127
Average
Yes
Daily
Apartment
827
22,137
54
Male
84,954
Married
0
PhD
Self-Employed
30.737222
Urban
Premium
2
8
328
6
2022-12-04 15:21:39.196387
Poor
No
Monthly
Apartment
2,773
22,138
57
Male
16,282
Single
0
PhD
Employed
null
Rural
Comprehensive
null
0
731
1
2023-05-18 15:21:39.168099
Poor
No
Weekly
Condo
942
22,139
39
Male
null
Single
3
PhD
null
33.624162
Urban
Premium
1
3
398
4
2022-08-31 15:21:39.202448
Good
No
Monthly
Apartment
583
22,140
58
Female
25,003
Single
1
High School
Employed
13.749734
Suburban
Basic
0
9
575
5
2021-12-20 15:21:39.106582
Poor
No
Rarely
House
993
22,141
22
Female
10,025
Divorced
2
Bachelor's
Unemployed
22.41185
Rural
Premium
null
0
575
9
2023-06-26 15:21:39.155231
Average
Yes
Monthly
House
903
22,142
55
Female
5,836
Divorced
2
Master's
Self-Employed
3.433423
Rural
Premium
0
4
734
9
2022-12-12 15:21:39.134960
Average
No
Monthly
House
554
22,143
40
Female
9,606
Single
3
Master's
Employed
39.195634
Rural
Premium
2
13
598
8
2022-03-07 15:21:39.252145
Poor
Yes
Rarely
House
1,139
22,144
44
Female
69,944
Married
0
PhD
Self-Employed
11.84436
Rural
Premium
2
14
352
9
2023-10-22 15:21:39.126661
Good
No
Monthly
House
678
22,145
53
Female
102,076
Single
2
High School
null
null
Suburban
Premium
1
4
417
8
2023-09-20 15:21:39.196387
Poor
No
Weekly
Apartment
1,090
22,146
null
Male
4,718
Married
1
Master's
Employed
21.397831
Suburban
Premium
0
6
302
7
2021-04-17 15:21:39.134960
Average
No
Daily
House
1,118
22,147
49
Male
16,651
Divorced
3
Master's
Employed
12.923606
Rural
Premium
1
11
731
6
2024-04-26 15:21:39.111551
Poor
Yes
Monthly
Condo
776
22,148
30
Female
55,784
Divorced
4
PhD
Employed
39.089219
Suburban
Comprehensive
null
7
453
5
2021-04-26 15:21:39.106582
null
Yes
Daily
Condo
29
22,149
29
Male
15,401
Married
3
High School
Self-Employed
7.075869
Rural
Comprehensive
2
14
544
8
2022-05-26 15:21:39.090124
Good
Yes
Rarely
House
1,668
22,150
46
Female
28,561
Single
3
Bachelor's
Unemployed
47.985048
Rural
Premium
1
18
488
3
2020-05-03 15:21:39.134960
Average
No
Weekly
Apartment
619
22,151
41
Female
95,489
Married
2
Master's
null
36.8143
Rural
Basic
3
16
434
9
2020-02-11 15:21:39.155231
null
Yes
Monthly
Condo
1,165
22,152
37
Female
53,556
Married
2
Bachelor's
null
31.653651
Rural
Comprehensive
0
1
617
8
2021-10-17 15:21:39.182597
null
No
Daily
Apartment
1,987
22,153
26
Male
120,836
Single
1
Bachelor's
Self-Employed
12.703944
Suburban
Basic
null
6
731
4
2019-12-31 15:21:39.202448
Good
No
Monthly
Apartment
365
22,154
54
Male
98,947
Divorced
null
PhD
Self-Employed
4.038617
Urban
Premium
0
18
null
8
2020-09-16 15:21:39.130190
Good
Yes
Weekly
Apartment
165
22,155
50
Male
43,880
Divorced
0
PhD
null
11.057062
Suburban
Comprehensive
null
17
685
6
2022-12-19 15:21:39.176717
Poor
Yes
Rarely
House
1,119
22,156
43
Female
62,267
Single
4
Master's
Self-Employed
18.396951
Urban
Basic
3
15
567
8
2019-11-15 15:21:39.081504
Average
No
Rarely
Condo
178
22,157
30
Female
81,519
Married
2
Master's
Unemployed
31.860866
Urban
Basic
2
4
343
8
2022-01-07 15:21:39.148733
Poor
No
Weekly
House
122
22,158
34
Male
15,210
Married
3
PhD
Unemployed
6.417838
Rural
Comprehensive
null
13
323
5
2022-11-16 15:21:39.167099
Good
No
Rarely
Apartment
48
22,159
18
Male
39,321
Married
0
PhD
Self-Employed
43.651498
Urban
Basic
0
1
null
5
2020-03-01 15:21:39.134960
Average
No
Rarely
House
1,048
22,160
44
Male
9,879
Single
2
Master's
null
28.447841
Suburban
Comprehensive
1
15
634
5
2020-01-05 15:21:39.081504
Good
No
Monthly
House
645
22,161
26
Male
100,869
Married
1
PhD
Self-Employed
16.059511
Rural
Basic
null
9
421
6
2024-05-03 15:21:39.186212
Good
No
Daily
House
556
22,162
23
Male
69,354
Single
0
Bachelor's
Employed
25.996636
Rural
Premium
null
3
337
8
2020-07-07 15:21:39.090124
Average
Yes
Weekly
House
1,005
22,163
23
Female
3,546
Married
4
Master's
Unemployed
null
Urban
Premium
0
0
323
2
2022-01-10 15:21:39.237118
Poor
Yes
Daily
Apartment
431
22,164
48
Male
16,093
Divorced
2
High School
null
30.068249
Rural
Basic
1
5
310
3
2023-10-01 15:21:39.226954
Average
Yes
Weekly
Apartment
940
22,165
36
Female
3,833
Divorced
null
High School
null
35.869504
Rural
Premium
1
15
487
1
2022-12-04 15:21:39.279729
Good
No
Daily
Condo
645
22,166
60
Female
27,113
Divorced
3
Bachelor's
Employed
36.854016
Rural
Basic
null
12
537
2
2024-02-16 15:21:39.176717
Good
No
Weekly
House
253
22,167
33
Male
43,474
Divorced
1
Bachelor's
Self-Employed
8.08485
Rural
Basic
null
12
725
6
2020-05-22 15:21:39.273973
Poor
No
Monthly
Apartment
886
22,168
48
Male
3,431
Married
0
High School
Unemployed
11.859468
Urban
Comprehensive
0
17
403
6
2024-07-22 15:21:39.250151
Poor
No
Rarely
House
580
22,169
23
Male
128,874
Divorced
null
Master's
Unemployed
35.26573
Rural
Comprehensive
3
0
335
9
2023-12-05 15:21:39.204790
Average
No
Rarely
Condo
1,515
22,170
44
Female
539
Married
null
High School
null
10.74436
Suburban
Comprehensive
null
2
364
3
2023-01-18 15:21:39.237118
Average
Yes
Daily
Condo
1,837
22,171
39
Male
59,438
Divorced
3
PhD
Self-Employed
37.651456
Urban
Premium
0
8
307
9
2020-01-06 15:21:39.121169
Good
No
Weekly
House
2,114
22,172
45
Male
45,754
Single
2
High School
null
19.352787
Suburban
Comprehensive
2
1
815
6
2021-01-03 15:21:39.172097
Good
No
Monthly
House
1,317
22,173
28
Female
42,638
Married
1
Master's
Unemployed
22.131085
Suburban
Premium
0
6
559
1
2020-10-27 15:21:39.148733
Good
Yes
Monthly
Condo
792
22,174
55
Female
null
Single
3
Bachelor's
Unemployed
50.867776
Suburban
Comprehensive
3
16
null
7
2024-01-15 15:21:39.144722
Average
Yes
Daily
Condo
1,823
22,175
24
Female
36,231
Single
0
Bachelor's
Self-Employed
29.966809
Suburban
Comprehensive
0
19
651
6
2023-11-07 15:21:39.208842
Poor
Yes
Weekly
Condo
449
22,176
33
Male
3,631
Married
4
Bachelor's
null
18.247975
Urban
Premium
2
12
731
7
2024-01-28 15:21:39.254678
null
Yes
Rarely
Apartment
1,487
22,177
46
Female
1,398
Married
1
PhD
Unemployed
9.539553
Urban
Basic
2
0
435
4
2020-02-08 15:21:39.091080
Average
No
Weekly
Condo
1,720
22,178
60
Female
26,862
Single
3
High School
Self-Employed
15.071518
Urban
Comprehensive
1
3
661
2
2024-03-05 15:21:39.107553
Good
No
Monthly
Condo
703
22,179
33
Male
7,078
Single
3
PhD
Employed
30.459951
Rural
Premium
1
15
690
2
2020-09-25 15:21:39.237118
Poor
Yes
Daily
House
466
22,180
30
Female
137,548
Married
3
Master's
null
50.619141
Rural
Basic
0
10
313
9
2021-12-29 15:21:39.130190
Average
Yes
Weekly
Apartment
2,322
22,181
18
Female
47,327
Single
null
Master's
Unemployed
47.814888
Urban
Premium
2
12
383
8
2023-08-27 15:21:39.206847
Poor
No
Daily
House
1,029
22,182
41
Male
534
Married
2
PhD
null
38.945165
Urban
Premium
0
2
506
7
2019-12-13 15:21:39.250151
Poor
Yes
Rarely
Condo
729
22,183
49
Female
94,779
Divorced
4
Master's
Unemployed
8.84936
Suburban
Basic
2
16
682
9
2020-11-03 15:21:39.147735
Average
No
Rarely
Condo
100
22,184
60
Male
17,111
Married
2
Bachelor's
null
31.786401
Suburban
Basic
1
17
809
6
2023-03-27 15:21:39.166062
Average
Yes
Daily
Apartment
34
22,185
32
Male
51,760
Divorced
2
PhD
Self-Employed
51.156087
Urban
Comprehensive
0
8
834
7
2021-03-24 15:21:39.208842
Average
Yes
Daily
House
761
22,186
27
Female
49,081
Single
0
High School
Employed
30.054523
Rural
Premium
1
4
394
6
2021-05-14 15:21:39.155231
Good
Yes
Monthly
Condo
1,382
22,187
61
Male
87,633
Divorced
1
Bachelor's
Employed
10.946271
Rural
Basic
2
4
520
5
2024-04-19 15:21:39.086123
null
Yes
Weekly
Apartment
1,804
22,188
44
Male
null
Divorced
3
High School
null
30.096413
Suburban
Comprehensive
null
13
395
8
2020-08-28 15:21:39.272456
Good
No
Daily
Apartment
1,524
22,189
29
Male
8,709
Married
null
High School
Self-Employed
20.557837
Suburban
Premium
1
13
null
9
2020-01-08 15:21:39.155231
Poor
Yes
Monthly
Condo
1,008
22,190
43
Male
15,459
Married
1
Bachelor's
Self-Employed
31.923583
Rural
Basic
2
17
818
4
2022-02-24 15:21:39.155231
Good
Yes
Daily
Condo
1,125
22,191
59
Female
null
Single
1
PhD
null
21.491685
Urban
Premium
null
3
370
1
2019-10-18 15:21:39.128286
Poor
Yes
Weekly
Condo
1,186
22,192
56
Male
1,756
Married
4
Master's
null
null
Rural
Basic
null
14
447
2
2023-05-06 15:21:39.172097
Good
No
Daily
Apartment
463
22,193
57
Female
18,053
Married
1
High School
null
23.944707
Rural
Basic
1
5
580
9
2020-03-15 15:21:39.102694
Good
Yes
Rarely
Apartment
1,214
22,194
27
Female
20,695
Single
2
Bachelor's
Unemployed
6.272647
Urban
Comprehensive
1
12
544
2
2021-07-10 15:21:39.134960
Average
Yes
Monthly
Condo
4,940
22,195
21
Female
138,810
Divorced
3
High School
Self-Employed
27.79221
Rural
Premium
0
4
639
2
2021-02-27 15:21:39.263607
null
No
Rarely
House
100
22,196
20
Female
24,146
Married
4
Bachelor's
Self-Employed
13.377899
Urban
Comprehensive
null
13
null
1
2020-08-30 15:21:39.171102
Poor
No
Weekly
House
543
22,197
37
Female
33,299
Married
0
High School
Self-Employed
30.797788
Suburban
Comprehensive
null
14
796
7
2024-05-25 15:21:39.155231
Poor
No
Weekly
Condo
955
22,198
18
Male
2,414
Divorced
null
Bachelor's
Unemployed
39.769014
Urban
Comprehensive
1
5
669
5
2021-09-28 15:21:39.087123
Average
No
Daily
House
3,166
22,199
40
Male
10,175
Single
4
Bachelor's
Unemployed
9.979761
Urban
Basic
1
3
536
4
2020-07-18 15:21:39.146733
Poor
No
Monthly
Condo
522