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
52,200
41
Male
15,984
Married
null
Bachelor's
Self-Employed
45.565224
Rural
Premium
1
18
593
8
2021-07-03 15:21:39.215386
Average
Yes
Weekly
Condo
2,141
52,201
18
Female
2,833
Divorced
1
Master's
null
43.868172
Urban
Basic
2
2
null
6
2023-11-16 15:21:39.237118
Average
Yes
Weekly
Apartment
1,251
52,202
27
Female
16,573
Divorced
3
PhD
Employed
34.131801
Urban
Comprehensive
2
17
685
6
2023-01-06 15:21:39.211806
Good
Yes
Rarely
Condo
559
52,203
36
Male
7,709
Single
2
Master's
Employed
30.988119
Urban
Basic
null
12
607
8
2023-07-15 15:21:39.155231
Poor
Yes
Monthly
Apartment
48
52,204
19
Female
1,060
Married
4
Bachelor's
Employed
21.754515
Rural
Premium
2
19
823
7
2021-04-12 15:21:39.175719
Good
No
Monthly
Condo
553
52,205
35
Male
27,961
Married
3
Bachelor's
Self-Employed
41.075096
Rural
Basic
0
19
467
5
2020-12-24 15:21:39.086123
Average
No
Weekly
House
628
52,206
63
Male
34
Divorced
2
Master's
Employed
36.78387
Rural
Comprehensive
2
18
468
5
2019-09-25 15:21:39.091080
Good
Yes
Rarely
Condo
1,065
52,207
63
Female
24,891
Single
0
Master's
Self-Employed
6.889006
Suburban
Premium
1
9
495
6
2021-04-13 15:21:39.088124
Good
Yes
Monthly
House
1,017
52,208
52
Female
28,861
Single
null
Master's
null
16.839058
Suburban
Basic
1
10
710
8
2021-09-16 15:21:39.155231
Good
Yes
Daily
House
834
52,209
53
Female
6,903
Married
3
High School
Self-Employed
37.957916
Suburban
Basic
null
12
749
2
2023-09-06 15:21:39.130190
Average
Yes
Rarely
Condo
1,878
52,210
32
Male
16,886
Married
0
Bachelor's
null
47.689976
Urban
Comprehensive
1
15
null
7
2022-04-25 15:21:39.209847
Poor
Yes
Daily
House
624
52,211
59
Male
17,107
Married
1
High School
Employed
26.424849
Rural
Premium
1
5
534
8
2021-05-20 15:21:39.252145
Average
Yes
Daily
Apartment
2,243
52,212
27
Female
17,900
Single
0
PhD
Unemployed
31.159614
Rural
Premium
1
18
301
5
2022-05-04 15:21:39.230483
Poor
No
Monthly
Apartment
592
52,213
21
Male
758
Single
3
PhD
Self-Employed
24.764855
Rural
Basic
null
12
796
3
2021-02-24 15:21:39.185215
Poor
Yes
Weekly
House
2,057
52,214
44
Female
27,782
Married
2
Master's
Self-Employed
28.938955
Suburban
Basic
null
5
586
8
2021-07-06 15:21:39.134960
Poor
No
Daily
House
553
52,215
40
Female
2,492
Divorced
null
High School
Employed
17.754027
Urban
Comprehensive
null
0
773
3
2021-11-17 15:21:39.111551
null
No
Weekly
Condo
1,162
52,216
33
Female
29,690
Divorced
0
High School
Employed
5.657563
Urban
Comprehensive
4
8
466
8
2023-12-15 15:21:39.253660
Good
No
Daily
House
1,123
52,217
64
Male
34,033
Divorced
3
High School
Employed
21.897757
Rural
Basic
1
2
580
7
2024-05-16 15:21:39.097737
Average
Yes
Weekly
Condo
654
52,218
42
Male
50,637
Married
3
Bachelor's
Employed
7.267029
Rural
Premium
null
12
774
2
2023-01-19 15:21:39.134960
Poor
Yes
Rarely
Condo
150
52,219
34
Male
45,628
Single
2
Bachelor's
Unemployed
13.086971
Rural
Premium
0
4
534
2
2020-11-20 15:21:39.132191
Poor
Yes
Weekly
Apartment
612
52,220
64
Female
46,315
Divorced
1
PhD
Self-Employed
7.094522
Urban
Premium
0
15
644
9
2024-04-04 15:21:39.122134
Poor
Yes
Weekly
House
3,834
52,221
19
Male
38,217
Single
1
PhD
null
13.564406
Suburban
Comprehensive
2
3
null
3
2024-05-15 15:21:39.182597
Poor
Yes
Rarely
Condo
612
52,222
64
Male
38,662
Divorced
4
High School
null
43.527018
Urban
Basic
null
8
783
2
2024-03-09 15:21:39.172097
Average
Yes
Daily
Apartment
656
52,223
63
Male
71,983
Married
2
Bachelor's
null
28.571739
Suburban
Basic
2
4
319
8
2023-04-11 15:21:39.173834
Average
Yes
Monthly
Condo
293
52,224
28
Female
43,820
Divorced
0
High School
null
10.914508
Suburban
Comprehensive
0
10
447
7
2021-04-24 15:21:39.228521
Average
No
Monthly
Condo
664
52,225
62
Male
5,580
Divorced
3
High School
null
16.039453
Rural
Comprehensive
0
4
682
8
2022-06-25 15:21:39.133866
Good
Yes
Daily
House
810
52,226
41
Female
null
Married
2
PhD
Unemployed
32.651025
Suburban
Premium
null
14
null
2
2024-04-11 15:21:39.283783
Good
Yes
Weekly
Condo
294
52,227
28
Female
38,612
Married
3
Master's
Employed
20.184579
Suburban
Basic
1
9
null
8
2020-03-27 15:21:39.244069
Poor
No
Daily
Apartment
1,110
52,228
62
Male
23,660
Single
null
PhD
Self-Employed
21.611128
Suburban
Comprehensive
1
4
510
7
2024-06-14 15:21:39.111551
Poor
No
Monthly
House
433
52,229
48
Female
17,086
Single
2
High School
null
7.664961
Suburban
Premium
0
4
772
8
2020-08-27 15:21:39.237118
Poor
Yes
Daily
House
1,448
52,230
27
Male
16,652
Single
3
Bachelor's
Unemployed
17.753667
Rural
Comprehensive
null
18
null
4
2019-09-20 15:21:39.193945
Poor
No
Weekly
House
1,118
52,231
45
Female
2,521
Married
null
High School
null
19.402232
Suburban
Basic
2
19
543
8
2021-09-17 15:21:39.188220
Average
No
Daily
Apartment
703
52,232
44
Male
30,224
Single
0
Bachelor's
Unemployed
35.733878
Suburban
Basic
null
11
421
9
2024-04-26 15:21:39.223390
Poor
Yes
Daily
Apartment
1,170
52,233
52
Female
939
Single
4
PhD
null
23.726587
Urban
Comprehensive
0
14
849
8
2023-10-27 15:21:39.181605
Poor
Yes
Daily
Condo
3,138
52,234
19
Male
22,751
Married
null
Bachelor's
Self-Employed
34.02753
Suburban
Premium
0
17
null
4
2021-04-23 15:21:39.233998
Good
No
Monthly
House
50
52,235
37
Male
27,491
Single
null
Bachelor's
null
39.924133
Suburban
Premium
0
11
745
9
2020-01-02 15:21:39.283783
Good
Yes
Monthly
Apartment
548
52,236
29
Male
71,376
Divorced
3
Master's
Employed
null
Suburban
Comprehensive
null
14
711
3
2024-01-10 15:21:39.172097
null
No
Weekly
House
813
52,237
50
Female
18,063
Single
3
Master's
Employed
22.929252
Urban
Basic
1
0
499
9
2020-07-25 15:21:39.155231
null
No
Weekly
Condo
471
52,238
50
Male
588
Divorced
0
Bachelor's
Unemployed
20.991162
Suburban
Comprehensive
2
12
328
5
2024-03-30 15:21:39.269494
Average
No
Weekly
Condo
532
52,239
45
Female
29,618
Single
2
Master's
Employed
42.310726
Suburban
Comprehensive
0
12
null
7
2019-10-04 15:21:39.237118
Average
No
Rarely
Apartment
384
52,240
21
Female
38,325
Divorced
1
PhD
Self-Employed
null
Suburban
Premium
0
11
695
6
2021-05-07 15:21:39.095696
Average
Yes
Weekly
House
803
52,241
22
Male
35,407
Divorced
2
PhD
null
48.774936
Rural
Basic
1
11
582
7
2023-08-17 15:21:39.150730
Average
Yes
Rarely
Apartment
573
52,242
31
Female
17,237
Married
null
PhD
Employed
22.397504
Rural
Comprehensive
0
9
710
9
2023-07-03 15:21:39.124659
Poor
No
Daily
Apartment
672
52,243
48
Female
18,065
Single
4
Master's
Unemployed
3.868481
Urban
Comprehensive
null
4
437
4
2020-01-22 15:21:39.229482
Poor
Yes
Rarely
House
1,179
52,244
43
Male
2,563
Married
4
Master's
Self-Employed
18.926592
Rural
Basic
null
4
675
5
2019-11-26 15:21:39.260856
Good
Yes
Weekly
Condo
1,873
52,245
41
Male
39,580
Single
1
Bachelor's
Employed
22.822787
Rural
Premium
null
11
608
5
2021-06-21 15:21:39.220389
Poor
No
Monthly
House
1,840
52,246
25
Male
7,666
Divorced
4
PhD
Employed
35.792208
Suburban
Comprehensive
null
16
795
3
2024-05-05 15:21:39.155231
Average
Yes
Weekly
House
615
52,247
22
Male
19,982
Married
0
PhD
Self-Employed
24.662823
Urban
Comprehensive
2
18
349
7
2020-06-24 15:21:39.169102
Good
No
Monthly
Condo
3,246
52,248
45
Male
24,372
Divorced
4
High School
Self-Employed
24.090718
Suburban
Basic
1
8
null
6
2023-06-14 15:21:39.084065
Poor
Yes
Rarely
Apartment
1,034
52,249
55
Male
2,071
Married
1
Master's
Employed
19.58404
Rural
Premium
6
6
582
4
2023-05-02 15:21:39.265513
Poor
No
Rarely
Apartment
23
52,250
61
Female
6,096
Single
2
High School
Unemployed
24.18888
Suburban
Basic
null
3
674
7
2021-09-24 15:21:39.091080
Good
Yes
Rarely
House
61
52,251
35
Female
118,760
Single
3
High School
Unemployed
15.923732
Suburban
Comprehensive
2
13
355
5
2020-04-11 15:21:39.201446
Poor
Yes
Rarely
House
1,734
52,252
38
Female
18,405
Married
null
High School
Unemployed
19.443907
Urban
Comprehensive
1
19
null
1
2021-10-08 15:21:39.155231
Average
No
Daily
Apartment
571
52,253
23
Female
53,356
Married
4
High School
null
19.967203
Suburban
Comprehensive
2
18
null
6
2020-07-02 15:21:39.252145
null
No
Rarely
Apartment
38
52,254
61
Female
579
Single
0
Bachelor's
null
8.037169
Suburban
Comprehensive
2
14
437
5
2023-10-11 15:21:39.145732
Good
No
Weekly
House
30
52,255
60
Female
46,930
Single
4
High School
null
11.165044
Suburban
Premium
0
0
432
9
2020-09-14 15:21:39.267454
Poor
Yes
Weekly
Condo
883
52,256
63
Male
41,677
Single
2
PhD
Unemployed
11.951984
Rural
Premium
0
6
624
4
2023-03-11 15:21:39.188220
Average
Yes
Monthly
Apartment
266
52,257
18
Male
5,247
Divorced
4
Master's
null
13.006462
Suburban
Premium
null
7
820
7
2023-12-04 15:21:39.214388
Good
No
Daily
House
1,041
52,258
56
Female
6,178
Single
1
Master's
Employed
47.938574
Rural
Comprehensive
null
16
491
6
2022-11-19 15:21:39.118178
Average
No
Monthly
Condo
1,325
52,259
34
Female
5,038
Divorced
1
Master's
null
16.279916
Suburban
Comprehensive
1
11
711
9
2019-10-28 15:21:39.171102
Poor
Yes
Rarely
House
573
52,260
62
Male
26,672
Divorced
2
Bachelor's
Employed
47.939601
Urban
Basic
2
12
819
9
2022-02-15 15:21:39.226954
Poor
No
Monthly
House
735
52,261
38
Male
29,593
Divorced
0
High School
Self-Employed
null
Suburban
Premium
0
5
733
2
2024-02-27 15:21:39.128286
Good
No
Weekly
Apartment
648
52,262
29
Female
44,922
Divorced
1
Bachelor's
Employed
11.813423
Suburban
Comprehensive
1
7
714
9
2024-05-10 15:21:39.223901
Good
No
Rarely
House
3,070
52,263
57
Female
12,109
Divorced
3
High School
Unemployed
25.829641
Suburban
Basic
0
9
337
8
2022-02-09 15:21:39.100695
Poor
No
Monthly
House
1,855
52,264
39
Female
66,657
Divorced
null
Master's
Self-Employed
23.583263
Urban
Comprehensive
0
17
400
1
2024-04-26 15:21:39.153889
Poor
Yes
Daily
House
666
52,265
46
Male
2,824
Married
4
High School
Unemployed
8.632152
Rural
Comprehensive
null
3
440
4
2021-08-14 15:21:39.155231
Poor
Yes
Weekly
House
562
52,266
30
Female
1,413
Divorced
1
PhD
Self-Employed
49.262661
Rural
Basic
1
12
659
6
2020-07-26 15:21:39.264504
Good
No
Monthly
Condo
2,801
52,267
43
Male
835
Married
null
Bachelor's
null
17.848349
Suburban
Comprehensive
null
14
631
5
2023-10-25 15:21:39.256696
Good
No
Monthly
House
215
52,268
43
Male
3,193
Divorced
4
PhD
Unemployed
30.139549
Urban
Basic
0
12
801
6
2024-03-16 15:21:39.092127
Good
No
Daily
Condo
3,220
52,269
59
Male
7,093
Divorced
0
Master's
Employed
29.922102
Urban
Basic
1
7
null
9
2022-09-12 15:21:39.172097
Poor
No
Weekly
House
543
52,270
21
Male
7,557
Single
3
PhD
Self-Employed
8.936166
Suburban
Premium
0
12
403
6
2020-03-05 15:21:39.118178
Poor
Yes
Rarely
Apartment
2,125
52,271
49
Male
null
Married
3
High School
Unemployed
20.82957
Urban
Comprehensive
1
16
421
3
2023-12-22 15:21:39.219432
Poor
No
Monthly
House
683
52,272
24
Male
28,424
Married
0
Bachelor's
Employed
12.240862
Urban
Comprehensive
1
1
743
7
2022-02-12 15:21:39.114118
Good
No
Monthly
Apartment
834
52,273
26
Female
5,835
Divorced
4
High School
Self-Employed
24.539646
Urban
Basic
0
12
752
3
2023-12-26 15:21:39.155231
Poor
Yes
Daily
House
1,808
52,274
40
Female
27,382
Divorced
4
PhD
Self-Employed
39.567184
Urban
Basic
null
0
null
9
2020-02-25 15:21:39.185215
Poor
Yes
Daily
Apartment
1,148
52,275
58
Female
1,269
Divorced
1
Master's
Unemployed
16.894626
Suburban
Comprehensive
1
14
748
6
2022-01-08 15:21:39.226954
Good
Yes
Weekly
House
20
52,276
36
Female
null
Divorced
1
Master's
null
23.824242
Rural
Premium
2
17
554
4
2023-06-20 15:21:39.221386
Good
No
Rarely
Apartment
122
52,277
57
Male
10,283
Single
0
Bachelor's
Self-Employed
18.362053
Suburban
Comprehensive
null
5
683
7
2022-03-25 15:21:39.134960
Poor
No
Daily
Apartment
965
52,278
34
Male
29,593
Single
0
High School
Self-Employed
23.776436
Rural
Premium
2
9
493
9
2024-06-22 15:21:39.247098
Average
Yes
Monthly
Apartment
1,479
52,279
27
Female
60,563
Married
4
Master's
Self-Employed
8.895246
Suburban
Premium
null
14
464
5
2024-02-28 15:21:39.204790
Average
No
Rarely
Condo
2,146
52,280
53
Female
139,993
Married
3
PhD
Unemployed
32.937486
Urban
Comprehensive
2
12
519
6
2024-02-09 15:21:39.155231
Good
No
Weekly
House
35
52,281
22
Female
114,778
Divorced
null
Bachelor's
Self-Employed
18.086465
Suburban
Premium
2
10
636
5
2022-05-16 15:21:39.272456
null
No
Weekly
House
303
52,282
18
Female
25,776
Divorced
0
Master's
null
27.723557
Suburban
Basic
null
13
573
5
2021-10-24 15:21:39.192212
Good
No
Rarely
House
1,584
52,283
26
Female
38,981
Married
2
PhD
Self-Employed
14.879444
Urban
Comprehensive
2
17
435
6
2019-11-13 15:21:39.147735
Poor
No
Monthly
Condo
697
52,284
61
Male
53,684
Married
3
PhD
null
24.947876
Suburban
Premium
1
13
414
4
2023-10-27 15:21:39.181605
Good
Yes
Monthly
House
403
52,285
59
Female
2,042
Married
2
Bachelor's
Unemployed
34.827648
Urban
Basic
2
6
518
3
2020-01-26 15:21:39.109552
Average
No
Monthly
House
815
52,286
50
Female
15,151
Married
1
Bachelor's
Employed
46.389908
Suburban
Premium
1
19
784
8
2020-10-27 15:21:39.172097
Poor
Yes
Daily
Condo
1,006
52,287
24
Male
8,074
Married
0
Bachelor's
null
35.290956
Rural
Premium
0
5
445
1
2021-01-16 15:21:39.190215
Average
No
Monthly
Apartment
1,591
52,288
41
Male
71,612
Single
1
High School
Self-Employed
31.924248
Rural
Basic
2
4
494
3
2019-09-13 15:21:39.250151
Poor
Yes
Rarely
House
774
52,289
29
Female
32,736
Married
3
High School
Unemployed
29.823683
Urban
Premium
0
18
786
9
2021-01-21 15:21:39.218388
Average
Yes
Monthly
House
1,633
52,290
39
Female
16,274
Single
1
PhD
null
9.938404
Urban
Basic
0
16
597
7
2021-06-28 15:21:39.155231
Good
Yes
Rarely
House
1,346
52,291
49
Male
42,547
Married
1
Master's
Employed
33.791789
Urban
Comprehensive
null
14
490
4
2024-08-01 15:21:39.274993
Average
No
Rarely
Condo
867
52,292
44
Female
6,674
Divorced
3
PhD
Employed
21.399913
Suburban
Premium
1
5
null
5
2023-07-25 15:21:39.259648
Poor
No
Weekly
House
1,207
52,293
46
Male
5,730
Single
3
High School
Self-Employed
46.903007
Urban
Premium
1
12
581
8
2022-02-13 15:21:39.134960
Average
Yes
Rarely
Apartment
735
52,294
44
Female
95,737
Divorced
3
High School
Self-Employed
39.772135
Urban
Basic
0
19
457
3
2021-03-31 15:21:39.122134
Average
No
Rarely
Condo
744
52,295
50
Male
15,507
Divorced
0
Master's
Unemployed
23.813593
Suburban
Basic
1
9
null
2
2020-11-06 15:21:39.143708
Average
Yes
Monthly
House
874
52,296
48
Male
111,933
Single
0
PhD
null
27.066202
Suburban
Premium
1
4
498
3
2020-10-25 15:21:39.177724
null
Yes
Rarely
Apartment
434
52,297
37
Male
11,539
Single
3
PhD
null
19.095441
Urban
Premium
1
9
816
3
2021-04-07 15:21:39.237118
Average
Yes
Rarely
House
1,479
52,298
21
Male
null
Single
0
PhD
Self-Employed
6.556487
Urban
Premium
0
12
578
7
2024-03-09 15:21:39.131192
Poor
No
Daily
House
48
52,299
35
Female
73,499
Divorced
2
Bachelor's
Employed
null
Urban
Basic
2
12
759
9
2022-08-27 15:21:39.185215
Poor
Yes
Daily
Condo
1,232