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
42,200
25
Female
40,819
Divorced
3
High School
Employed
28.828106
Rural
Comprehensive
1
17
658
9
2022-07-05 15:21:39.134960
Poor
Yes
Daily
Apartment
408
42,201
22
Female
33,096
Divorced
3
PhD
Self-Employed
17.858742
Rural
Comprehensive
0
0
null
5
2023-05-01 15:21:39.179186
Poor
No
Daily
Condo
2,314
42,202
21
Female
53,760
Married
2
Bachelor's
Unemployed
17.738896
Suburban
Comprehensive
null
9
579
1
2023-08-11 15:21:39.181605
Good
Yes
Rarely
House
161
42,203
24
Female
9,975
Married
null
Bachelor's
null
24.309923
Rural
Premium
null
10
null
9
2021-04-14 15:21:39.278402
Average
No
Weekly
House
791
42,204
51
Male
7,983
Divorced
0
PhD
null
32.06619
Suburban
Premium
1
9
565
8
2021-10-31 15:21:39.130190
Average
No
Monthly
Apartment
1,419
42,205
40
Female
5,864
Divorced
2
PhD
null
21.958477
Rural
Basic
null
17
659
8
2023-03-08 15:21:39.200452
null
Yes
Daily
Condo
57
42,206
49
Female
11,554
null
1
Master's
null
27.125439
Rural
Comprehensive
1
11
null
9
2019-10-20 15:21:39.266452
Good
Yes
Weekly
House
132
42,207
61
Male
15,983
Single
4
High School
Self-Employed
13.974508
Rural
Basic
1
5
678
2
2023-09-14 15:21:39.276901
Average
Yes
Weekly
House
714
42,208
50
Female
12,881
Divorced
4
High School
null
32.453326
Rural
Basic
0
17
521
7
2023-02-16 15:21:39.254678
Average
Yes
Monthly
Condo
671
42,209
47
Male
3,875
Married
null
Bachelor's
Unemployed
25.834503
Rural
Premium
0
2
636
3
2020-03-20 15:21:39.255696
Poor
Yes
Daily
Apartment
434
42,210
57
Female
17,056
Single
1
PhD
null
11.011912
Urban
Basic
2
11
572
5
2022-05-03 15:21:39.134960
Poor
Yes
Daily
Apartment
855
42,211
51
Male
63,046
Married
4
PhD
Employed
20.828643
Suburban
Basic
null
5
475
9
2020-03-07 15:21:39.191219
Poor
Yes
Rarely
Condo
294
42,212
34
Male
55,855
Divorced
4
PhD
Unemployed
36.89827
Urban
Comprehensive
null
16
634
7
2021-07-12 15:21:39.285112
Average
Yes
Weekly
Condo
45
42,213
25
Female
3,246
Divorced
3
Master's
null
27.551346
Rural
Premium
1
5
750
2
2022-03-26 15:21:39.134960
Average
Yes
Rarely
Apartment
3,496
42,214
53
Female
3,872
Single
0
Master's
Self-Employed
39.994718
Rural
Basic
0
5
null
7
2019-11-04 15:21:39.093681
Poor
Yes
Daily
House
28
42,215
40
Female
72,320
Married
3
PhD
Employed
7.071173
Rural
Comprehensive
null
17
332
2
2021-05-30 15:21:39.253660
Average
No
Monthly
Condo
112
42,216
55
Male
132,317
Divorced
3
Bachelor's
Self-Employed
8.4577
Urban
Basic
2
9
null
3
2021-07-16 15:21:39.121169
Good
No
Daily
Apartment
2,575
42,217
24
Male
11,261
Married
0
Master's
null
16.177062
Urban
Comprehensive
0
11
null
4
2022-06-17 15:21:39.279729
Poor
Yes
Rarely
House
843
42,218
29
Male
3,129
Single
0
Bachelor's
Employed
9.637751
Urban
Premium
null
16
463
9
2022-04-23 15:21:39.206847
Average
No
Rarely
House
158
42,219
53
Female
24,355
Single
0
Master's
Unemployed
13.147077
Urban
Premium
null
9
388
7
2024-06-05 15:21:39.237118
null
Yes
Weekly
Apartment
782
42,220
24
Female
9,983
Divorced
4
Master's
null
39.095165
Suburban
Comprehensive
3
6
512
7
2022-06-02 15:21:39.086123
Poor
No
Weekly
House
1,113
42,221
63
Male
44,657
Divorced
4
Master's
Self-Employed
20.96467
Urban
Basic
0
9
630
6
2020-10-05 15:21:39.185215
Good
Yes
Rarely
Apartment
519
42,222
44
Female
23,897
Single
2
Bachelor's
null
50.974206
Suburban
Basic
0
17
468
9
2021-12-17 15:21:39.167099
Good
Yes
Weekly
Condo
1,476
42,223
63
Female
25,683
Divorced
4
Bachelor's
Unemployed
23.278919
Suburban
Basic
1
9
748
4
2021-07-31 15:21:39.086123
Average
No
Daily
Condo
848
42,224
55
Male
18,087
Single
1
PhD
Employed
null
Suburban
Basic
3
19
405
7
2023-06-21 15:21:39.272456
Average
No
Daily
Apartment
590
42,225
32
Male
39,741
Married
1
Master's
null
10.355626
Suburban
Comprehensive
1
8
486
2
2021-09-21 15:21:39.289099
Good
No
Daily
Apartment
477
42,226
57
Female
39,056
Single
1
Master's
null
20.75164
Urban
Premium
null
12
434
3
2021-08-08 15:21:39.164044
Good
Yes
Monthly
Apartment
648
42,227
40
Male
4,717
Divorced
0
Bachelor's
null
22.296914
Rural
Basic
3
6
786
1
2020-12-17 15:21:39.192212
Good
Yes
Monthly
House
1,324
42,228
30
Female
24,886
Divorced
2
Bachelor's
null
31.935833
Urban
Premium
null
7
576
3
2020-09-01 15:21:39.134960
Good
No
Weekly
Apartment
614
42,229
36
Female
83,733
Single
0
High School
Employed
null
Suburban
Premium
0
16
398
3
2020-05-08 15:21:39.085129
Poor
No
Rarely
Condo
2,088
42,230
42
Female
39,861
Married
1
Master's
null
19.824012
Rural
Basic
1
1
527
1
2024-03-26 15:21:39.171102
Good
No
Daily
House
2,142
42,231
25
Female
25,000
Single
3
PhD
Self-Employed
21.086538
Rural
Premium
null
16
761
1
2019-10-21 15:21:39.094752
Poor
No
Daily
Apartment
2,977
42,232
28
Female
44,513
Married
3
Master's
null
22.077682
Rural
Premium
1
13
815
7
2023-12-23 15:21:39.155231
Poor
Yes
Weekly
Condo
445
42,233
26
Male
29,061
Single
null
High School
null
24.410618
Urban
Comprehensive
null
18
546
5
2023-11-26 15:21:39.194829
Good
No
Weekly
House
707
42,234
25
Female
17,192
Married
1
PhD
Employed
27.945611
Urban
Premium
1
19
486
4
2021-02-27 15:21:39.204790
Poor
No
Monthly
Condo
2,972
42,235
38
Male
70,546
Single
3
Master's
Employed
10.525846
Rural
Premium
null
3
439
8
2022-06-11 15:21:39.196387
Average
No
Weekly
Condo
619
42,236
20
Female
8,863
Divorced
0
PhD
Self-Employed
48.539677
Suburban
Comprehensive
2
10
null
9
2021-07-28 15:21:39.126661
Good
Yes
Daily
Apartment
1,857
42,237
18
Male
40,585
Divorced
0
PhD
Self-Employed
31.890934
Urban
Premium
0
1
511
7
2021-02-15 15:21:39.187211
Good
Yes
Weekly
House
1,605
42,238
61
Female
31,469
Married
3
Bachelor's
Unemployed
32.917448
Rural
Basic
1
13
681
1
2020-08-05 15:21:39.134960
Poor
No
Rarely
House
563
42,239
35
Female
1,949
Married
null
Bachelor's
Unemployed
12.89846
Urban
Premium
1
18
766
2
2020-06-09 15:21:39.134960
Average
Yes
Weekly
Apartment
1,840
42,240
60
Female
979
Single
4
PhD
null
26.288935
Suburban
Comprehensive
1
1
498
7
2020-10-03 15:21:39.184157
Good
No
Monthly
Condo
2,965
42,241
49
Male
35,273
Married
0
Master's
Employed
18.597316
Suburban
Premium
2
1
558
5
2021-04-01 15:21:39.192212
Good
Yes
Rarely
House
1,431
42,242
34
Male
1,408
Married
0
High School
Employed
46.137626
Suburban
Premium
1
5
366
8
2023-05-31 15:21:39.255696
Average
No
Daily
Condo
514
42,243
22
Female
null
Divorced
3
PhD
Self-Employed
27.838301
Suburban
Comprehensive
1
13
719
4
2020-05-06 15:21:39.131192
Good
No
Weekly
Apartment
161
42,244
54
Female
57,600
Single
0
High School
Unemployed
23.935592
Suburban
Premium
0
10
453
8
2020-02-14 15:21:39.236064
Average
No
Rarely
House
995
42,245
62
Male
1,314
Married
3
Master's
null
49.895373
Rural
Basic
2
15
553
3
2023-10-28 15:21:39.172097
Poor
Yes
Daily
Apartment
1,242
42,246
22
Male
75,977
Divorced
3
Bachelor's
Unemployed
12.094463
Urban
Premium
1
12
null
6
2022-04-05 15:21:39.182597
Good
Yes
Monthly
House
374
42,247
51
Male
1,019
Married
4
Bachelor's
Unemployed
25.017445
Suburban
Premium
null
1
571
4
2022-07-13 15:21:39.104139
Poor
Yes
Weekly
Apartment
290
42,248
41
Female
84,909
Married
4
Master's
Unemployed
13.164467
Rural
Basic
1
2
798
9
2024-01-30 15:21:39.134960
Poor
No
Daily
Condo
263
42,249
34
Female
15,897
Married
0
Bachelor's
Unemployed
8.703106
Urban
Premium
0
16
310
2
2021-11-08 15:21:39.180553
Good
Yes
Weekly
House
909
42,250
23
Female
15,507
Married
4
PhD
Self-Employed
28.96513
Suburban
Basic
0
8
674
9
2019-12-21 15:21:39.281787
Average
Yes
Monthly
Condo
578
42,251
35
Female
4,715
Single
2
PhD
null
50.788653
Rural
Basic
1
15
491
4
2023-11-10 15:21:39.151732
Average
No
Weekly
House
1,377
42,252
61
Male
5,058
Single
4
Bachelor's
null
15.977375
Urban
Basic
null
14
736
9
2022-01-16 15:21:39.120168
Average
No
Weekly
Condo
1,186
42,253
42
Male
18,297
Married
0
Master's
Employed
14.597966
Rural
Premium
null
0
477
5
2022-11-28 15:21:39.087123
Poor
Yes
Rarely
Condo
2,514
42,254
18
Female
9,665
Divorced
3
High School
Unemployed
27.774584
Urban
Premium
null
17
659
4
2021-07-05 15:21:39.115178
Poor
No
Daily
House
1,598
42,255
21
Male
18,796
Single
2
Master's
Employed
26.59098
Rural
Premium
0
12
null
4
2021-05-30 15:21:39.115178
Poor
Yes
Weekly
House
724
42,256
50
Male
8,881
Married
0
Bachelor's
null
13.908236
Suburban
Premium
null
3
596
2
2021-05-24 15:21:39.276901
Average
Yes
Monthly
Condo
1,181
42,257
50
Male
10,034
Married
3
PhD
Employed
22.239513
Rural
Basic
1
18
846
2
2022-12-21 15:21:39.155231
Average
No
Rarely
Apartment
716
42,258
25
Male
5,537
Single
4
High School
Unemployed
36.720111
Urban
Basic
0
9
695
4
2023-08-17 15:21:39.215386
Good
No
Weekly
Condo
747
42,259
51
Male
null
Married
4
PhD
Unemployed
13.371029
Urban
Premium
null
4
331
1
2020-01-28 15:21:39.082499
Good
Yes
Weekly
House
654
42,260
57
Female
29,316
Divorced
0
High School
null
8.004021
Suburban
Premium
0
13
434
4
2021-09-22 15:21:39.121169
Average
Yes
Weekly
Apartment
384
42,261
59
Male
132,697
Married
3
Master's
Employed
27.64868
Suburban
Basic
0
4
391
1
2021-08-26 15:21:39.176717
Poor
Yes
Monthly
Condo
48
42,262
53
Female
8,069
Single
4
High School
Employed
30.97639
Suburban
Comprehensive
1
19
821
4
2024-01-11 15:21:39.207847
Average
No
Rarely
Apartment
2,103
42,263
23
Male
43,788
Married
3
PhD
Unemployed
11.325439
Rural
Premium
2
6
576
8
2022-07-17 15:21:39.246098
Good
No
Monthly
Apartment
29
42,264
37
Female
105,712
Single
4
High School
Employed
25.769792
Urban
Comprehensive
2
18
420
9
2021-12-26 15:21:39.189223
Average
Yes
Weekly
House
112
42,265
42
Male
34,879
Married
1
Master's
Employed
36.991039
Suburban
Premium
null
4
522
1
2021-10-07 15:21:39.093681
null
Yes
Rarely
Condo
881
42,266
26
Female
16,339
Divorced
1
Master's
Self-Employed
13.817357
Suburban
Premium
1
2
725
9
2020-01-13 15:21:39.236064
Poor
No
Daily
House
596
42,267
62
Male
41,900
Divorced
2
High School
null
50.826238
Suburban
Comprehensive
1
6
693
5
2023-02-01 15:21:39.125660
Poor
No
Daily
House
192
42,268
46
Female
24,897
Married
0
PhD
Self-Employed
17.824559
Suburban
Comprehensive
1
12
745
3
2022-12-16 15:21:39.246098
Average
No
Monthly
Condo
834
42,269
61
Female
22,271
Single
0
Master's
Unemployed
17.92422
Urban
Comprehensive
2
15
668
5
2022-03-02 15:21:39.221386
Average
No
Daily
Condo
222
42,270
62
Female
29,102
null
3
PhD
Self-Employed
47.724943
Rural
Premium
1
10
734
9
2019-12-23 15:21:39.134960
Good
No
Weekly
House
1,399
42,271
44
Female
20,720
Married
1
Master's
Employed
26.928407
Suburban
Comprehensive
null
17
781
2
2024-01-29 15:21:39.091080
Good
No
Monthly
House
622
42,272
32
Female
78,850
Married
2
Bachelor's
Self-Employed
27.5499
Rural
Premium
0
18
415
6
2020-01-29 15:21:39.147735
Poor
No
Rarely
Apartment
141
42,273
54
Male
2,562
Divorced
2
Master's
Unemployed
27.527455
Urban
Comprehensive
0
12
757
3
2022-11-24 15:21:39.144722
Good
Yes
Daily
Apartment
2,908
42,274
36
Male
27,155
Single
1
High School
Self-Employed
18.484864
Suburban
Premium
0
5
725
1
2022-07-17 15:21:39.174719
Poor
No
Rarely
Apartment
1,173
42,275
33
Male
52,832
Single
3
High School
Employed
23.964494
Urban
Basic
0
15
454
3
2019-10-25 15:21:39.170099
Good
Yes
Weekly
House
584
42,276
23
Female
34,514
Married
1
High School
null
28.077363
Rural
Basic
null
13
303
9
2022-07-31 15:21:39.172097
Good
No
Daily
House
826
42,277
36
Female
20,231
Single
1
Bachelor's
null
51.912059
Suburban
Basic
null
14
586
3
2023-09-07 15:21:39.149731
Good
Yes
Daily
House
831
42,278
51
Female
10,189
Married
null
High School
Unemployed
5.524027
Suburban
Basic
null
17
515
1
2021-10-04 15:21:39.264504
Good
Yes
Daily
Condo
695
42,279
55
Male
25,779
Divorced
4
Master's
null
16.039259
Suburban
Basic
0
11
759
1
2019-10-06 15:21:39.167099
Poor
No
Weekly
House
1,592
42,280
62
Male
17,096
Single
4
Master's
Self-Employed
22.685475
Rural
Premium
null
9
608
7
2024-06-01 15:21:39.181605
Average
Yes
Monthly
Apartment
39
42,281
35
Female
40,585
Single
null
Master's
Self-Employed
39.381289
Urban
Basic
0
11
828
5
2024-04-21 15:21:39.272456
Good
Yes
Rarely
House
554
42,282
24
Male
17,375
Married
2
Bachelor's
Employed
29.766144
Urban
Premium
null
13
null
1
2019-12-25 15:21:39.087123
Average
No
Monthly
Condo
2,915
42,283
42
Male
23,157
Divorced
0
PhD
Employed
19.867352
Urban
Basic
null
16
734
3
2020-09-17 15:21:39.185215
Average
Yes
Daily
House
270
42,284
50
Male
30,021
Single
null
High School
Self-Employed
18.632607
Rural
Premium
0
11
null
3
2021-12-01 15:21:39.155061
Poor
Yes
Monthly
Condo
586
42,285
38
Male
53,389
Divorced
null
PhD
null
26.238059
Urban
Premium
2
0
677
4
2022-11-29 15:21:39.199447
Good
No
Monthly
Apartment
2,746
42,286
20
Male
21,862
Married
1
PhD
null
32.029024
Urban
Comprehensive
0
19
716
2
2020-07-08 15:21:39.258696
Poor
Yes
Weekly
House
541
42,287
19
Male
132,579
Single
4
Master's
Employed
15.170785
Suburban
Premium
null
1
508
3
2023-01-03 15:21:39.134960
Average
Yes
Daily
House
2,172
42,288
56
Male
23,217
Single
3
Bachelor's
Self-Employed
51.828362
Suburban
Basic
0
0
583
9
2023-09-14 15:21:39.122134
Average
Yes
Daily
Condo
927
42,289
61
Female
23,991
Single
1
Master's
null
24.955158
Rural
Premium
null
18
653
2
2021-06-22 15:21:39.093681
Average
No
Daily
House
2,133
42,290
54
Male
21,238
Single
null
PhD
Employed
18.404478
Urban
Basic
null
4
601
1
2022-07-16 15:21:39.261856
Good
No
Weekly
Apartment
153
42,291
49
Male
14,971
Married
1
Master's
Unemployed
21.965633
Rural
Premium
1
17
584
3
2024-08-04 15:21:39.221386
Poor
No
Monthly
Condo
544
42,292
null
Female
35,178
Married
0
High School
Unemployed
22.882842
Rural
Comprehensive
0
9
736
5
2021-12-05 15:21:39.134960
Average
Yes
Rarely
Condo
689
42,293
43
Female
109,722
Single
4
Bachelor's
Self-Employed
3.798601
Rural
Premium
2
13
461
6
2021-01-30 15:21:39.155231
Good
No
Daily
Condo
25
42,294
21
Male
63,917
Divorced
4
Master's
null
7.539766
Urban
Basic
null
19
668
3
2021-11-23 15:21:39.092127
Average
Yes
Daily
Apartment
422
42,295
32
Female
3,324
Divorced
4
High School
Employed
48.673812
Rural
Premium
null
5
406
6
2024-05-27 15:21:39.088124
Good
No
Monthly
Condo
1,709
42,296
50
Male
45,733
Married
1
Bachelor's
Employed
47.058658
Rural
Premium
2
15
849
5
2019-10-22 15:21:39.271453
Average
No
Weekly
Condo
461
42,297
60
Male
71,172
Married
1
PhD
Employed
14.243875
Urban
Comprehensive
null
10
485
7
2020-06-25 15:21:39.102694
Good
No
Weekly
Apartment
4,701
42,298
51
Female
71,516
Single
4
Master's
Unemployed
16.609417
Urban
Basic
null
14
677
8
2020-07-20 15:21:39.194829
null
No
Weekly
Condo
3,033
42,299
46
Male
45,465
Single
4
Bachelor's
Employed
19.154748
Suburban
Premium
1
19
642
5
2024-01-06 15:21:39.192212
Average
Yes
Rarely
Condo
549