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
1,160,200
37
Male
17,971
Married
4
High School
Unemployed
8.690948
Urban
Basic
0
19
583
4
2023-01-17 15:21:39.134960
Average
No
Rarely
House
45
1,160,201
41
Female
18,063
Single
1
Master's
Self-Employed
30.908719
Suburban
Basic
1
18
515
8
2023-07-13 15:21:39.177724
Average
No
Weekly
Apartment
744
1,160,202
44
Female
92,424
Married
0
Bachelor's
Self-Employed
29.834695
Urban
Basic
1
12
538
7
2019-09-01 15:21:39.273973
Average
Yes
Daily
House
1,865
1,160,203
33
Male
1,169
Single
3
Master's
Employed
27.694778
Suburban
Comprehensive
2
14
647
2
2023-09-02 15:21:39.228521
Poor
Yes
Rarely
House
793
1,160,204
24
Female
3,946
Single
null
Master's
Unemployed
50.477701
Urban
Premium
3
6
745
8
2024-02-19 15:21:39.134960
Good
No
Daily
Apartment
549
1,160,205
31
Male
74,099
Married
4
Master's
Employed
50.047617
Suburban
Basic
1
13
789
9
2021-01-31 15:21:39.149731
Good
No
Weekly
Condo
2,091
1,160,206
23
Female
137,856
Married
0
Bachelor's
null
24.353898
Rural
Comprehensive
3
5
502
6
2020-08-10 15:21:39.128286
Poor
Yes
Daily
Apartment
649
1,160,207
24
Male
382
Single
3
PhD
null
34.753465
Urban
Premium
1
2
470
9
2020-10-10 15:21:39.217387
Poor
Yes
Daily
Condo
30
1,160,208
37
Female
1,589
Married
0
Bachelor's
Unemployed
13.371204
Rural
Comprehensive
2
1
672
9
2023-03-02 15:21:39.237118
Poor
Yes
Monthly
House
1,793
1,160,209
53
Female
43,983
Single
2
High School
Employed
21.959878
Urban
Comprehensive
0
3
795
3
2022-12-10 15:21:39.285112
Good
No
Daily
House
2,366
1,160,210
23
Male
13,892
Married
3
Bachelor's
Self-Employed
36.405729
Suburban
Basic
0
13
749
8
2022-12-09 15:21:39.208842
Good
No
Weekly
House
447
1,160,211
60
Female
15,279
Single
2
Bachelor's
Employed
40.939797
Rural
Comprehensive
null
2
802
2
2020-12-20 15:21:39.197445
Average
No
Daily
Condo
1,005
1,160,212
52
Female
28,026
Single
2
PhD
null
13.95677
Suburban
Basic
0
10
313
4
2020-11-24 15:21:39.095696
Poor
No
Monthly
House
1,215
1,160,213
32
Female
13,773
null
3
PhD
null
8.426635
Rural
Premium
null
3
370
3
2020-04-07 15:21:39.179186
Average
Yes
Daily
Condo
900
1,160,214
56
Male
64,800
Single
0
Bachelor's
Employed
17.472029
Rural
Comprehensive
0
7
467
1
2023-01-13 15:21:39.092127
Poor
Yes
Rarely
Condo
2,329
1,160,215
31
Male
15,556
Married
1
Bachelor's
Employed
36.268912
Urban
Comprehensive
2
2
null
2
2019-12-22 15:21:39.190215
Good
No
Weekly
House
556
1,160,216
32
Female
22,880
Single
3
High School
Self-Employed
26.172598
Rural
Premium
null
13
788
7
2020-11-08 15:21:39.237118
Average
Yes
Rarely
Apartment
1,600
1,160,217
42
Female
66,598
Married
1
PhD
null
null
Urban
Basic
2
1
584
5
2019-11-18 15:21:39.192212
Good
No
Weekly
Condo
818
1,160,218
60
Male
29,593
Married
3
High School
Self-Employed
28.92931
Urban
Basic
null
0
531
3
2022-05-25 15:21:39.226954
Poor
Yes
Monthly
House
984
1,160,219
44
Female
8,275
Single
1
Bachelor's
null
6.963796
Urban
Basic
0
4
834
2
2024-02-03 15:21:39.183598
null
No
Rarely
Apartment
1,033
1,160,220
18
Male
3,555
Married
4
Master's
Employed
28.990035
Suburban
Basic
1
0
662
2
2024-01-19 15:21:39.155231
Poor
No
Weekly
House
2,434
1,160,221
58
Female
29,113
Married
0
Bachelor's
null
19.533726
Rural
Comprehensive
1
6
null
5
2022-07-15 15:21:39.092127
Poor
No
Rarely
House
1,887
1,160,222
22
Male
103,392
Single
1
Bachelor's
Unemployed
41.261078
Urban
Premium
null
11
null
8
2024-04-25 15:21:39.289099
Poor
No
Rarely
House
208
1,160,223
51
Female
18,091
Divorced
3
Master's
Self-Employed
32.451196
Suburban
Premium
1
8
null
4
2020-10-21 15:21:39.134960
Average
No
Daily
Apartment
345
1,160,224
22
Female
24,178
Married
2
Bachelor's
Self-Employed
20.124225
Rural
Basic
1
12
789
8
2024-01-27 15:21:39.187211
Average
No
Daily
Condo
1,947
1,160,225
46
Male
1,047
Married
2
Master's
Self-Employed
52.298899
Rural
Comprehensive
0
8
null
2
2023-11-29 15:21:39.095696
Average
Yes
Daily
Apartment
669
1,160,226
50
Female
10,682
Single
3
High School
Unemployed
20.559025
Urban
Basic
0
6
816
1
2022-10-01 15:21:39.253660
Good
No
Daily
Apartment
1,867
1,160,227
46
Male
120,960
Married
1
High School
Unemployed
42.659633
Suburban
Basic
1
7
505
5
2021-08-27 15:21:39.089116
Good
Yes
Weekly
House
2,195
1,160,228
37
Male
26,351
Divorced
3
Bachelor's
null
null
Rural
Basic
0
18
739
9
2019-11-10 15:21:39.256696
Good
Yes
Rarely
House
719
1,160,229
48
Female
6,077
Married
3
PhD
Employed
27.826182
Suburban
Premium
1
0
null
3
2020-04-18 15:21:39.102694
Average
No
Weekly
House
945
1,160,230
20
Female
20,709
Single
4
Bachelor's
Self-Employed
12.68088
Suburban
Basic
null
12
831
7
2024-02-09 15:21:39.219432
Poor
Yes
Rarely
House
868
1,160,231
23
Female
15,733
Divorced
4
High School
Unemployed
28.373382
Rural
Basic
0
2
356
2
2024-07-22 15:21:39.249100
Poor
No
Rarely
House
1,787
1,160,232
44
Male
26,974
Married
1
High School
null
15.547186
Rural
Premium
null
15
null
8
2022-07-02 15:21:39.226954
Poor
No
Weekly
House
25
1,160,233
40
Female
20,894
Divorced
2
Master's
null
42.804909
Urban
Comprehensive
1
3
538
6
2019-08-26 15:21:39.209847
Poor
No
Daily
Apartment
817
1,160,234
28
Female
107,928
Divorced
0
PhD
Employed
26.170781
Urban
Premium
3
1
707
4
2023-02-01 15:21:39.149731
Good
Yes
Rarely
Condo
2,064
1,160,235
31
Female
10,142
Divorced
4
Bachelor's
null
45.611155
Rural
Premium
0
4
522
3
2020-06-04 15:21:39.218388
Average
No
Weekly
Condo
33
1,160,236
58
Female
1,789
Divorced
2
Master's
null
24.912995
Rural
Comprehensive
0
13
627
1
2023-04-21 15:21:39.192212
Average
No
Rarely
Apartment
2,093
1,160,237
59
Male
24,855
Single
3
High School
Employed
46.170863
Rural
Premium
2
17
742
3
2021-12-21 15:21:39.274993
Poor
Yes
Rarely
Condo
2,760
1,160,238
27
Female
48,827
Married
1
Bachelor's
Employed
35.564922
Suburban
Basic
1
3
583
9
2020-12-02 15:21:39.282785
Poor
Yes
Daily
Condo
119
1,160,239
23
Male
23,168
Divorced
1
High School
Self-Employed
8.826515
Suburban
Basic
1
15
551
8
2020-10-24 15:21:39.106582
Poor
No
Daily
Apartment
2,133
1,160,240
41
Female
28,112
Divorced
3
PhD
null
34.404065
Suburban
Comprehensive
2
14
822
5
2022-12-29 15:21:39.178717
Poor
Yes
Daily
Condo
474
1,160,241
41
Female
4,718
Married
3
Master's
Self-Employed
8.816785
Rural
Comprehensive
3
9
476
1
2022-03-28 15:21:39.198406
Poor
Yes
Weekly
Apartment
704
1,160,242
62
Male
18,843
Single
2
Bachelor's
Self-Employed
13.52739
Rural
Comprehensive
0
13
844
8
2022-10-07 15:21:39.134960
Poor
Yes
Weekly
Condo
86
1,160,243
55
Female
48,866
Married
0
Bachelor's
null
19.926973
Rural
Basic
1
11
459
3
2019-09-23 15:21:39.134960
null
No
Monthly
House
885
1,160,244
41
Female
26,757
Single
4
Bachelor's
null
16.487967
Rural
Premium
null
9
493
4
2022-12-20 15:21:39.134960
Average
No
Daily
House
1,298
1,160,245
53
Male
40,585
Single
0
PhD
null
26.818754
Urban
Premium
1
13
513
1
2020-04-14 15:21:39.194829
Good
Yes
Monthly
House
1,554
1,160,246
21
Male
13,982
Single
0
PhD
Unemployed
36.973123
Rural
Basic
1
12
554
8
2021-08-21 15:21:39.155231
Poor
Yes
Rarely
Condo
1,167
1,160,247
29
Female
2,312
Married
1
Master's
null
42.443068
Suburban
Basic
1
15
431
9
2020-01-17 15:21:39.278402
Poor
No
Weekly
Apartment
566
1,160,248
47
Male
40,930
Divorced
4
Bachelor's
Employed
32.717015
Urban
Basic
1
1
641
7
2020-04-08 15:21:39.134960
Good
No
Daily
Apartment
815
1,160,249
46
Male
40,614
Single
1
Master's
Self-Employed
18.936518
Suburban
Comprehensive
0
0
null
7
2023-08-24 15:21:39.128286
Poor
No
Weekly
Condo
1,732
1,160,250
32
Female
null
Married
3
High School
Unemployed
21.723553
Urban
Comprehensive
0
4
676
3
2022-08-02 15:21:39.218388
Average
No
Daily
Condo
53
1,160,251
44
Male
47,475
Married
3
Master's
null
23.29286
Urban
Basic
0
15
402
3
2023-09-28 15:21:39.176717
Poor
No
Daily
Apartment
1,166
1,160,252
47
Male
43,820
Married
1
PhD
Self-Employed
36.61929
Urban
Basic
1
8
534
1
2022-01-17 15:21:39.134960
Good
No
Monthly
Apartment
523
1,160,253
59
Female
35,330
Married
1
High School
Unemployed
18.811811
Suburban
Comprehensive
null
7
692
1
2022-08-08 15:21:39.263607
Average
Yes
Rarely
Condo
1,547
1,160,254
31
Female
2,476
Married
0
Master's
Unemployed
22.636762
Suburban
Basic
0
19
809
4
2022-11-17 15:21:39.202448
Average
Yes
Monthly
Apartment
2,028
1,160,255
46
Male
16,095
Married
2
Master's
Employed
3.862948
Rural
Premium
0
16
437
3
2022-05-05 15:21:39.176717
null
Yes
Rarely
Apartment
1,040
1,160,256
57
Male
1,079
Divorced
null
Master's
Self-Employed
27.950021
Urban
Premium
0
19
334
4
2023-06-04 15:21:39.236064
Good
No
Daily
Apartment
321
1,160,257
40
Female
45,388
Married
1
PhD
Employed
13.976174
Rural
Basic
null
13
554
6
2024-03-02 15:21:39.155231
Average
No
Daily
Apartment
1,270
1,160,258
24
Male
2,628
Divorced
2
Master's
null
10.248736
Urban
Premium
0
19
670
2
2020-10-01 15:21:39.246098
Average
Yes
Weekly
House
2,332
1,160,259
36
Female
28,307
Married
1
PhD
Self-Employed
30.977359
Suburban
Premium
null
1
644
4
2024-06-29 15:21:39.134960
Poor
Yes
Monthly
Apartment
909
1,160,260
24
Male
3,580
Divorced
null
PhD
null
14.64146
Suburban
Comprehensive
null
19
692
4
2024-01-07 15:21:39.155231
Average
No
Rarely
Apartment
23
1,160,261
46
Male
18,382
Divorced
2
PhD
Employed
17.95536
Urban
Basic
null
17
848
5
2021-08-05 15:21:39.263607
Good
No
Daily
House
1,002
1,160,262
20
Female
53,310
Single
2
PhD
Unemployed
28.99448
Rural
Comprehensive
null
8
442
3
2020-09-05 15:21:39.126661
Good
Yes
Monthly
House
137
1,160,263
41
Female
25,790
Married
2
PhD
Unemployed
15.172794
Suburban
Basic
0
14
373
1
2021-03-12 15:21:39.169102
Good
Yes
Daily
House
538
1,160,264
54
Male
45,967
Single
1
High School
Unemployed
23.857252
Urban
Premium
0
12
759
4
2021-03-01 15:21:39.254678
Good
Yes
Weekly
Condo
558
1,160,265
21
Male
80,907
Divorced
4
High School
Unemployed
20.517023
Urban
Basic
null
16
775
6
2020-02-04 15:21:39.237118
null
No
Monthly
Condo
2,939
1,160,266
18
Female
27,764
Married
0
Master's
Self-Employed
48.026926
Urban
Basic
null
5
730
4
2022-08-30 15:21:39.134960
Average
Yes
Rarely
Condo
288
1,160,267
24
Male
17,861
Married
1
Master's
Self-Employed
4.726113
Suburban
Basic
null
15
757
4
2023-07-16 15:21:39.093681
Poor
No
Weekly
Apartment
707
1,160,268
50
Male
null
Single
3
High School
null
24.094925
Suburban
Comprehensive
null
15
743
3
2022-09-17 15:21:39.086123
Poor
No
Monthly
Apartment
112
1,160,269
53
Male
39,467
Single
2
PhD
null
15.908225
Suburban
Premium
1
6
null
5
2020-09-03 15:21:39.182597
Poor
No
Daily
House
1,116
1,160,270
47
Male
231
Divorced
4
High School
null
37.895853
Urban
Basic
0
18
479
7
2022-06-09 15:21:39.134960
Poor
No
Weekly
House
330
1,160,271
24
Male
91,205
Divorced
1
Bachelor's
null
28.93517
Rural
Premium
3
6
847
1
2024-06-11 15:21:39.130190
Average
Yes
Weekly
Condo
2,845
1,160,272
39
Female
39,711
Married
null
Master's
Unemployed
44.443789
Urban
Premium
null
3
570
9
2023-08-16 15:21:39.226954
Average
Yes
Monthly
House
22
1,160,273
27
Male
34,179
Married
2
High School
Self-Employed
15.784957
Suburban
Basic
1
13
734
7
2020-08-11 15:21:39.104139
Average
Yes
Rarely
Condo
2,879
1,160,274
27
Female
61,532
Single
1
Bachelor's
Employed
34.977932
Urban
Basic
1
7
844
6
2023-06-08 15:21:39.134960
Good
No
Daily
Apartment
393
1,160,275
37
Female
84,881
Single
3
Bachelor's
null
9.913202
Rural
Basic
null
18
385
6
2023-04-16 15:21:39.237118
Good
Yes
Monthly
Condo
478
1,160,276
59
Female
2,313
Single
1
Master's
Self-Employed
38.146317
Suburban
Basic
null
10
732
8
2023-07-11 15:21:39.180553
null
No
Rarely
Condo
1,207
1,160,277
59
Female
90,972
Married
0
Master's
Self-Employed
41.591863
Rural
Basic
1
3
719
9
2022-01-07 15:21:39.134960
Poor
No
Rarely
House
235
1,160,278
26
Female
43,788
Married
0
Master's
Employed
15.817281
Urban
Basic
1
10
476
2
2023-12-10 15:21:39.168099
Poor
Yes
Monthly
House
471
1,160,279
63
Female
17,095
Married
3
Bachelor's
Employed
12.705958
Urban
Premium
null
19
null
3
2022-07-20 15:21:39.086123
Good
Yes
Weekly
House
1,372
1,160,280
44
Female
33,029
Single
1
Bachelor's
Unemployed
17.724633
Suburban
Basic
null
13
null
6
2021-01-04 15:21:39.109552
Average
No
Daily
House
1,604
1,160,281
21
Female
24,865
Married
2
Bachelor's
Self-Employed
21.735874
Urban
Comprehensive
1
12
null
2
2023-05-26 15:21:39.118178
Good
Yes
Weekly
House
2,158
1,160,282
57
Male
12,894
Divorced
null
PhD
Employed
32.683697
Urban
Comprehensive
null
11
843
1
2023-08-24 15:21:39.128286
Good
Yes
Rarely
Condo
1,302
1,160,283
43
Female
40,682
Divorced
3
Master's
Self-Employed
26.67215
Suburban
Premium
1
13
342
7
2021-05-17 15:21:39.273973
Good
Yes
Daily
House
537
1,160,284
56
Female
114,985
Single
2
Master's
Employed
null
Rural
Premium
1
16
464
5
2023-07-18 15:21:39.274993
Poor
No
Daily
Condo
1,225
1,160,285
44
Male
18,073
Divorced
1
Master's
Employed
18.886617
Suburban
Premium
1
16
521
4
2023-06-04 15:21:39.097737
Poor
Yes
Monthly
Apartment
623
1,160,286
34
Male
4,420
Married
2
PhD
null
9.695898
Suburban
Comprehensive
2
14
845
3
2021-07-14 15:21:39.155231
Good
Yes
Weekly
House
852
1,160,287
43
Female
50,734
Divorced
4
Master's
Unemployed
22.389527
Suburban
Comprehensive
1
17
387
1
2022-11-29 15:21:39.187211
Good
Yes
Monthly
Apartment
1,216
1,160,288
53
Female
6,819
Married
3
PhD
Unemployed
13.267947
Suburban
Premium
null
17
828
4
2020-10-14 15:21:39.176717
Good
Yes
Monthly
House
3,363
1,160,289
61
Male
69,881
Married
2
PhD
Self-Employed
40.977731
Suburban
Comprehensive
0
4
437
9
2023-12-01 15:21:39.155231
Poor
Yes
Daily
House
1,034
1,160,290
54
Male
80,941
Single
4
Bachelor's
Employed
null
Suburban
Premium
null
9
832
7
2020-07-23 15:21:39.145732
Poor
No
Rarely
House
391
1,160,291
18
Male
14,042
Divorced
1
Master's
Employed
16.934896
Suburban
Premium
1
11
765
2
2023-01-27 15:21:39.261856
Poor
Yes
Weekly
Apartment
229
1,160,292
20
Male
1,210
Divorced
3
High School
null
18.702647
Suburban
Premium
1
18
488
4
2022-03-04 15:21:39.181605
Poor
Yes
Rarely
Apartment
20
1,160,293
64
Male
6,972
Divorced
3
PhD
Employed
38.654617
Rural
Premium
null
8
null
2
2024-07-11 15:21:39.134960
Average
No
Daily
Apartment
1,152
1,160,294
25
Female
14,078
Single
0
PhD
null
16.819126
Rural
Comprehensive
2
11
537
7
2021-07-30 15:21:39.176717
Average
Yes
Monthly
House
709
1,160,295
50
Female
3,817
Single
2
Bachelor's
Employed
11.826138
Rural
Comprehensive
2
0
614
5
2021-07-21 15:21:39.285112
Good
No
Weekly
House
2,694
1,160,296
55
Female
45,469
Married
4
High School
null
34.733824
Rural
Basic
0
17
590
6
2022-01-28 15:21:39.147735
Poor
Yes
Monthly
House
1,520
1,160,297
27
Male
45,939
Single
3
PhD
Self-Employed
24.739409
Urban
Premium
null
10
307
3
2022-05-18 15:21:39.110557
Good
No
Daily
House
552
1,160,298
57
Male
15,108
Divorced
4
PhD
null
46.671775
Urban
Comprehensive
null
16
737
2
2022-01-05 15:21:39.286113
Poor
No
Monthly
Apartment
78
1,160,299
58
Female
2,480
Divorced
1
PhD
null
19.491767
Rural
Basic
0
15
494
5
2022-08-11 15:21:39.107553
Average
Yes
Daily
Condo
1,795