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
54,200
38
Female
5,533
Single
0
Master's
Employed
18.263309
Suburban
Premium
1
12
null
1
2023-09-05 15:21:39.246098
Average
No
Rarely
Apartment
1,279
54,201
44
Female
27,112
Divorced
0
Master's
null
29.153571
Rural
Basic
0
5
622
7
2021-07-20 15:21:39.106582
Average
No
Weekly
House
725
54,202
null
Female
40,512
Single
1
Bachelor's
null
27.769519
Suburban
Comprehensive
null
18
696
5
2024-02-13 15:21:39.261856
Average
Yes
Rarely
House
840
54,203
34
Female
16,071
Married
1
PhD
Unemployed
10.896841
Rural
Comprehensive
2
2
513
9
2021-03-25 15:21:39.091080
Average
No
Weekly
Condo
910
54,204
27
Male
143,575
null
2
PhD
Unemployed
22.242018
Rural
Basic
1
4
826
1
2023-03-30 15:21:39.252145
Good
Yes
Rarely
House
2,116
54,205
21
Female
13,310
Single
4
Bachelor's
null
39.925431
Urban
Basic
0
8
438
2
2020-06-25 15:21:39.207847
Good
Yes
Daily
House
2,107
54,206
60
Male
21,296
Divorced
4
Master's
Self-Employed
19.393941
Rural
Premium
1
3
null
6
2023-09-08 15:21:39.254678
Poor
No
Daily
Apartment
1,090
54,207
31
Female
7,092
Single
1
PhD
null
8.764014
Suburban
Basic
0
3
627
3
2023-12-15 15:21:39.251142
Good
No
Rarely
Apartment
1,588
54,208
21
Male
39,130
Divorced
4
PhD
Employed
33.872163
Rural
Basic
null
14
497
8
2019-09-08 15:21:39.086123
Poor
Yes
Rarely
Condo
359
54,209
29
Female
128,924
Single
4
PhD
Unemployed
20.493312
Rural
Basic
null
11
504
4
2020-12-13 15:21:39.090124
Average
No
Rarely
Condo
2,221
54,210
45
Male
null
Married
0
Bachelor's
Unemployed
null
Rural
Comprehensive
0
15
null
1
2022-07-25 15:21:39.147735
Good
No
Weekly
Apartment
119
54,211
35
Female
26,862
Divorced
3
Master's
null
24.867223
Urban
Comprehensive
null
4
622
3
2019-12-09 15:21:39.236064
Good
Yes
Weekly
House
2,126
54,212
25
Female
5,879
Married
1
PhD
Self-Employed
39.456878
Rural
Basic
0
10
585
7
2022-03-03 15:21:39.179186
Poor
Yes
Daily
Apartment
821
54,213
null
Female
null
Married
1
PhD
Unemployed
12.207318
Rural
Comprehensive
null
10
416
1
2023-12-28 15:21:39.175719
null
Yes
Monthly
House
823
54,214
24
Female
13,250
Divorced
4
Bachelor's
null
28.784214
Urban
Comprehensive
null
7
668
1
2021-03-04 15:21:39.105504
Poor
No
Daily
House
2,103
54,215
57
Male
85,637
Divorced
2
High School
null
15.39532
Rural
Comprehensive
2
13
593
1
2021-07-12 15:21:39.088124
null
No
Rarely
Apartment
1,051
54,216
33
Male
5,865
Divorced
2
Master's
Unemployed
48.897283
Suburban
Basic
2
6
626
8
2023-02-09 15:21:39.121169
Poor
No
Weekly
Condo
731
54,217
40
Male
36,006
Single
2
PhD
Employed
32.085088
Suburban
Comprehensive
1
10
584
5
2022-05-27 15:21:39.080440
Good
No
Weekly
House
2,058
54,218
41
Female
1,679
Single
3
PhD
Self-Employed
6.865145
Suburban
Premium
null
2
667
3
2022-04-24 15:21:39.148733
null
No
Weekly
Apartment
755
54,219
21
Male
13,974
Married
0
PhD
Unemployed
33.360121
Suburban
Premium
1
4
331
4
2022-05-25 15:21:39.270454
Average
Yes
Rarely
Condo
1,700
54,220
49
Male
43,834
Single
0
Bachelor's
Self-Employed
24.535634
Suburban
Basic
null
0
726
8
2023-04-05 15:21:39.219432
Poor
No
Monthly
Apartment
28
54,221
62
Male
44,774
Divorced
1
High School
null
11.653958
Urban
Comprehensive
0
4
463
8
2024-03-12 15:21:39.196387
Poor
Yes
Monthly
Apartment
2,114
54,222
59
Female
15,594
Divorced
0
PhD
null
30.0178
Rural
Premium
2
4
616
4
2022-01-03 15:21:39.173834
Average
No
Daily
Apartment
2,026
54,223
44
Female
null
Married
0
Bachelor's
Unemployed
15.241409
Urban
Basic
null
3
393
7
2023-12-10 15:21:39.206847
Average
Yes
Daily
House
823
54,224
49
Female
34,111
Single
0
PhD
Employed
4.096516
Urban
Comprehensive
0
1
434
3
2020-11-15 15:21:39.106582
Poor
Yes
Monthly
Condo
554
54,225
62
Male
1,412
Married
1
PhD
Self-Employed
21.573562
Suburban
Comprehensive
1
6
848
9
2023-02-04 15:21:39.087123
Average
No
Daily
House
2,378
54,226
30
Male
806
Divorced
0
Master's
null
13.749756
Urban
Basic
null
5
402
9
2021-11-13 15:21:39.196387
Good
No
Rarely
Apartment
1,319
54,227
50
Male
2,428
Divorced
2
PhD
null
44.988338
Suburban
Premium
null
16
513
1
2020-10-19 15:21:39.091080
Good
Yes
Monthly
Condo
101
54,228
20
Male
43,766
Divorced
1
PhD
null
41.27278
Urban
Premium
null
14
null
6
2021-09-28 15:21:39.279729
Poor
Yes
Rarely
Apartment
538
54,229
35
Female
120,595
Married
2
High School
null
44.368567
Suburban
Comprehensive
1
1
502
4
2020-04-19 15:21:39.132191
null
No
Weekly
Apartment
1,148
54,230
34
Female
77,562
Married
4
High School
Unemployed
25.153612
Rural
Comprehensive
1
11
713
7
2022-12-03 15:21:39.237118
Poor
Yes
Monthly
Condo
119
54,231
38
Male
38,572
Single
null
Master's
null
28.451681
Rural
Basic
null
15
822
6
2022-04-21 15:21:39.237118
Poor
Yes
Monthly
House
464
54,232
19
Female
5,042
Single
4
Bachelor's
Employed
22.245502
Suburban
Premium
null
19
null
5
2024-04-20 15:21:39.170099
Average
Yes
Monthly
Apartment
1,361
54,233
26
Male
27,113
Married
2
Bachelor's
Self-Employed
45.465881
Suburban
Premium
0
10
805
9
2022-05-30 15:21:39.237118
Average
Yes
Monthly
Apartment
729
54,234
44
Male
12,058
Married
4
Master's
null
15.33301
Urban
Basic
null
3
687
5
2023-07-24 15:21:39.088124
Good
Yes
Weekly
House
386
54,235
61
Male
10,861
Married
2
PhD
Unemployed
15.865121
Suburban
Comprehensive
0
9
null
9
2023-11-05 15:21:39.147735
Poor
Yes
Rarely
Apartment
25
54,236
22
Female
27,382
Married
0
PhD
null
30.754781
Rural
Comprehensive
2
11
462
6
2021-09-05 15:21:39.124659
Poor
No
Daily
Condo
657
54,237
63
Female
26,113
Divorced
null
High School
Employed
44.222506
Urban
Premium
null
12
null
7
2021-04-29 15:21:39.274993
Poor
Yes
Daily
Condo
1,629
54,238
null
Female
3,740
Single
0
High School
Employed
32.670152
Urban
Basic
null
16
511
7
2023-07-26 15:21:39.218388
Average
No
Daily
House
1,532
54,239
62
Male
79,901
Married
0
Bachelor's
null
31.332155
Suburban
Basic
2
18
420
8
2019-11-24 15:21:39.126661
Poor
No
Daily
House
4,543
54,240
19
Male
29,474
Married
1
Master's
Unemployed
36.331482
Rural
Comprehensive
1
6
390
6
2024-01-12 15:21:39.101733
Poor
No
Daily
House
29
54,241
62
Male
null
Single
3
Master's
Self-Employed
10.828987
Suburban
Premium
null
0
836
4
2023-02-25 15:21:39.169102
Average
Yes
Daily
Apartment
50
54,242
45
Male
84,734
Married
1
Master's
Employed
24.55499
Suburban
Premium
2
9
581
6
2021-07-22 15:21:39.092127
Average
Yes
Daily
Apartment
2,475
54,243
36
Female
null
Married
3
Master's
Self-Employed
13.147077
Urban
Premium
2
19
505
8
2020-05-20 15:21:39.167099
Poor
No
Monthly
Condo
320
54,244
43
Female
30,213
Married
3
High School
Unemployed
34.453793
Rural
Comprehensive
null
8
709
7
2024-01-10 15:21:39.155231
Good
No
Daily
Condo
738
54,245
25
Female
2,878
Divorced
0
PhD
Self-Employed
7.924883
Rural
Comprehensive
2
5
788
1
2023-09-27 15:21:39.121169
Average
Yes
Monthly
Condo
806
54,246
33
Female
38,984
Divorced
3
PhD
Self-Employed
25.724798
Suburban
Premium
0
12
844
5
2022-11-01 15:21:39.185215
Poor
No
Monthly
Condo
703
54,247
29
Male
57,794
Married
3
Master's
null
33.074514
Urban
Basic
null
6
770
4
2023-11-05 15:21:39.134960
Good
Yes
Daily
House
49
54,248
55
Female
18,053
Single
1
Master's
Employed
21.371895
Suburban
Premium
null
14
724
2
2020-04-21 15:21:39.225916
Poor
Yes
Daily
Apartment
573
54,249
39
Female
35,344
Single
4
PhD
null
17.991101
Urban
Basic
0
7
466
7
2020-04-01 15:21:39.182597
Good
No
Weekly
Condo
497
54,250
62
Male
15,274
Divorced
3
Master's
Self-Employed
26.947478
Suburban
Premium
1
15
587
1
2023-10-21 15:21:39.102694
Poor
Yes
Weekly
Apartment
1,168
54,251
58
Male
56,711
Single
0
Master's
null
36.92467
Rural
Comprehensive
1
2
456
8
2019-12-25 15:21:39.090124
Poor
No
Monthly
Condo
586
54,252
36
Male
20,276
Divorced
3
Master's
Unemployed
32.777528
Rural
Premium
0
9
658
5
2022-03-09 15:21:39.129190
Good
No
Daily
Apartment
3,090
54,253
58
Female
122,670
Married
2
Bachelor's
Employed
49.921107
Urban
Premium
0
2
495
9
2022-07-01 15:21:39.223901
null
Yes
Monthly
Apartment
1,329
54,254
57
Female
30,305
Single
null
Bachelor's
Unemployed
38.667502
Urban
Premium
0
7
585
5
2021-11-29 15:21:39.084065
Good
No
Weekly
Condo
996
54,255
33
Male
44,756
Divorced
0
Bachelor's
Unemployed
15.520194
Urban
Premium
0
8
526
7
2024-02-04 15:21:39.190215
Average
Yes
Rarely
House
682
54,256
61
Female
3,750
Married
3
Bachelor's
Employed
18.252947
Rural
Comprehensive
1
10
592
9
2023-01-24 15:21:39.209847
Poor
Yes
Rarely
House
2,560
54,257
58
Male
104,469
Divorced
1
PhD
Self-Employed
19.076641
Rural
Comprehensive
null
16
334
9
2022-05-18 15:21:39.133866
Good
Yes
Rarely
House
3,625
54,258
51
Male
26,776
Married
2
Bachelor's
Employed
null
Urban
Premium
2
17
null
5
2020-10-11 15:21:39.271453
Poor
Yes
Monthly
Condo
3,418
54,259
29
Female
28,408
Divorced
4
Bachelor's
Self-Employed
40.89826
Suburban
Premium
1
13
551
9
2023-08-21 15:21:39.105504
Good
Yes
Rarely
House
484
54,260
44
Male
23,447
Divorced
1
High School
Employed
17.18574
Suburban
Basic
2
1
787
6
2021-09-12 15:21:39.087123
Average
Yes
Rarely
House
1,549
54,261
49
Female
24,486
Divorced
4
Master's
Unemployed
14.812433
Rural
Comprehensive
null
4
null
9
2023-09-19 15:21:39.166062
Good
Yes
Weekly
House
35
54,262
40
Female
3,380
Married
1
Bachelor's
null
38.241661
Rural
Comprehensive
null
14
356
4
2024-02-03 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,043
54,263
32
Female
25,602
Divorced
0
PhD
Unemployed
5.859297
Suburban
Premium
0
1
668
6
2020-07-15 15:21:39.237118
Good
Yes
Weekly
House
788
54,264
38
Female
2,265
Married
2
Bachelor's
null
47.36243
Suburban
Premium
2
3
304
8
2023-12-17 15:21:39.279729
Good
Yes
Daily
Condo
2,208
54,265
57
Female
40,906
Divorced
3
High School
Employed
30.991441
Suburban
Comprehensive
2
4
null
3
2022-07-31 15:21:39.165120
null
Yes
Rarely
Apartment
776
54,266
27
Female
18,641
Divorced
1
Bachelor's
null
15.286561
Suburban
Comprehensive
null
4
734
5
2022-06-13 15:21:39.273973
Poor
No
Monthly
Apartment
1,484
54,267
26
Female
10,492
Single
4
Master's
Employed
24.163493
Urban
Basic
1
19
null
5
2019-12-27 15:21:39.132191
Poor
No
Weekly
House
3,856
54,268
33
Female
30,382
Married
3
Bachelor's
Employed
29.354665
Rural
Comprehensive
null
18
623
3
2023-01-30 15:21:39.155231
Poor
No
Weekly
Apartment
515
54,269
44
Male
12,096
Single
0
Bachelor's
Unemployed
28.569141
Urban
Comprehensive
1
17
null
2
2019-12-15 15:21:39.134960
Good
Yes
Monthly
Condo
2,376
54,270
50
Male
142,977
Single
4
PhD
Employed
16.569577
Rural
Basic
0
7
434
1
2022-08-18 15:21:39.249100
Average
Yes
Weekly
House
2,134
54,271
59
Male
53,398
Married
1
High School
Self-Employed
19.823465
Rural
Premium
3
6
523
1
2022-01-31 15:21:39.085129
Good
Yes
Rarely
Apartment
2,146
54,272
57
Male
34,015
Divorced
0
High School
Self-Employed
20.959232
Rural
Premium
0
8
705
4
2020-03-02 15:21:39.132191
Good
No
Daily
Apartment
869
54,273
31
Male
3,739
Married
3
High School
Employed
17.243329
Urban
Comprehensive
2
18
559
5
2024-01-12 15:21:39.104139
Average
Yes
Monthly
House
952
54,274
39
Male
6,965
Divorced
4
PhD
Unemployed
18.814081
Rural
Basic
1
7
807
2
2021-04-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,388
54,275
59
Male
6,965
Divorced
4
Bachelor's
Employed
49.749471
Urban
Comprehensive
1
0
350
5
2020-11-15 15:21:39.237118
Average
Yes
Rarely
Condo
569
54,276
60
Male
53,623
Single
4
High School
Self-Employed
51.064012
Suburban
Basic
0
11
796
5
2023-06-04 15:21:39.172097
Average
No
Daily
Condo
2,047
54,277
64
Male
28,171
Single
0
Master's
Employed
31.959885
Rural
Basic
null
14
842
6
2024-04-10 15:21:39.250151
Poor
No
Rarely
House
2,142
54,278
47
Male
46,716
Single
1
High School
Self-Employed
15.772932
Suburban
Basic
0
4
598
2
2020-02-02 15:21:39.164044
Average
No
Monthly
Condo
203
54,279
46
Male
7,077
Married
1
Bachelor's
null
21.726134
Rural
Premium
null
9
572
1
2019-08-29 15:21:39.131192
Average
Yes
Monthly
House
499
54,280
30
Female
61,446
Single
3
Bachelor's
Employed
7.907913
Urban
Comprehensive
2
18
746
2
2023-05-06 15:21:39.199447
Poor
Yes
Rarely
Condo
2,374
54,281
31
Female
5,072
Single
3
PhD
Self-Employed
33.83497
Urban
Basic
null
7
617
1
2023-08-19 15:21:39.087123
Good
Yes
Monthly
Apartment
474
54,282
19
Male
37,820
Single
4
Master's
null
38.806513
Suburban
Basic
3
3
null
4
2022-10-21 15:21:39.134960
null
Yes
Rarely
Condo
1,059
54,283
39
Male
13,982
Divorced
4
High School
null
null
Rural
Premium
1
17
613
8
2021-08-01 15:21:39.261856
Average
Yes
Monthly
Condo
735
54,284
50
Male
4,568
Divorced
4
Bachelor's
Unemployed
17.879881
Urban
Comprehensive
0
6
565
4
2022-10-20 15:21:39.146733
Poor
Yes
Weekly
Condo
2,155
54,285
38
Male
18,293
Divorced
3
Bachelor's
null
47.564467
Rural
Premium
1
10
null
7
2023-05-04 15:21:39.155231
Good
Yes
Weekly
House
828
54,286
61
Male
7,897
Single
2
PhD
null
24.835246
Suburban
Premium
1
11
null
9
2024-08-08 15:21:39.285112
Good
Yes
Rarely
Condo
1,022
54,287
24
Male
24,214
Single
1
High School
Self-Employed
16.634722
Suburban
Premium
0
5
null
4
2021-10-27 15:21:39.097737
Average
No
Daily
Apartment
803
54,288
58
Male
2,629
Divorced
1
Master's
Unemployed
22.249569
Rural
Comprehensive
3
0
null
4
2020-12-09 15:21:39.175719
Good
No
Daily
House
1,736
54,289
63
Female
59,063
Divorced
0
Master's
null
51.084537
Urban
Premium
0
4
536
1
2023-11-26 15:21:39.155231
Good
Yes
Rarely
Apartment
3,986
54,290
34
Male
57,948
Single
1
High School
Employed
23.894047
Urban
Premium
0
14
535
2
2023-08-31 15:21:39.172097
Poor
Yes
Rarely
Condo
265
54,291
49
Male
6,054
Single
1
PhD
Self-Employed
14.164745
Urban
Comprehensive
0
8
574
4
2021-09-08 15:21:39.192212
Good
No
Weekly
Condo
2,619
54,292
44
Male
null
Married
0
PhD
Self-Employed
13.848612
Rural
Comprehensive
2
13
678
9
2021-11-04 15:21:39.092127
Poor
Yes
Rarely
Condo
248
54,293
46
Female
51,811
Married
2
Master's
null
21.868992
Suburban
Basic
null
18
null
6
2022-01-22 15:21:39.213373
Average
Yes
Daily
Condo
109
54,294
null
Male
9,059
Single
3
Bachelor's
Self-Employed
37.817649
Rural
Comprehensive
null
15
411
7
2019-08-28 15:21:39.145732
Average
Yes
Weekly
Apartment
1,402
54,295
34
Male
9,881
Single
3
Master's
Self-Employed
23.413977
Suburban
Basic
null
0
607
7
2022-10-14 15:21:39.222387
Average
Yes
Daily
Condo
526
54,296
24
Male
24,827
Married
2
High School
null
19.738922
Rural
Basic
null
1
775
5
2021-03-06 15:21:39.273454
Average
No
Rarely
House
474
54,297
60
Male
1,755
Divorced
1
Bachelor's
Unemployed
20.918365
Rural
Basic
2
9
431
1
2023-11-11 15:21:39.167099
Good
Yes
Daily
Apartment
1,854
54,298
22
Female
5,873
null
2
Bachelor's
null
41.07731
Urban
Comprehensive
2
1
683
1
2020-08-26 15:21:39.181605
null
No
Weekly
House
704
54,299
45
Male
1,338
Single
4
Master's
Employed
22.881358
Urban
Basic
null
10
727
3
2020-02-06 15:21:39.166062
Good
Yes
Monthly
Condo
23