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
1,176,200
39
Male
14,894
Married
1
Bachelor's
Employed
21.792658
Rural
Premium
null
1
765
1
2023-03-19 15:21:39.237118
Poor
Yes
Rarely
Apartment
539
1,176,201
21
Female
39,715
Divorced
2
PhD
Self-Employed
5.781287
Suburban
Comprehensive
null
12
635
2
2021-03-23 15:21:39.155231
Good
Yes
Rarely
Condo
1,284
1,176,202
35
Male
43,481
Divorced
4
Master's
Employed
18.140833
Suburban
Comprehensive
1
2
647
7
2021-11-07 15:21:39.266452
Poor
No
Rarely
House
232
1,176,203
52
Male
24,997
Married
3
Bachelor's
Employed
19.517623
Suburban
Premium
1
6
811
1
2021-08-12 15:21:39.286113
Good
Yes
Rarely
Condo
1,134
1,176,204
22
Female
15,161
Divorced
4
PhD
null
17.860965
Rural
Premium
null
2
482
9
2022-04-08 15:21:39.155231
Average
No
Weekly
House
567
1,176,205
45
Female
43,905
Single
null
PhD
Self-Employed
15.633329
Urban
Comprehensive
2
5
739
4
2024-01-02 15:21:39.259788
Average
No
Rarely
Condo
2,377
1,176,206
55
Male
null
Single
2
PhD
Self-Employed
31.564411
Rural
Basic
1
13
516
6
2021-12-31 15:21:39.226954
Average
Yes
Rarely
Apartment
194
1,176,207
59
Male
18,227
Married
2
Master's
null
18.436916
Urban
Comprehensive
null
5
661
1
2022-09-29 15:21:39.237118
Poor
No
Weekly
Apartment
1,852
1,176,208
24
Male
85,259
Married
3
Master's
Employed
46.580824
Urban
Comprehensive
null
15
788
9
2024-03-11 15:21:39.082499
Good
No
Daily
Apartment
234
1,176,209
40
Male
36,102
Married
3
Master's
null
16.154436
Suburban
Premium
1
4
695
4
2021-03-28 15:21:39.279729
Good
No
Rarely
House
1,755
1,176,210
27
Female
18,576
Divorced
0
Bachelor's
null
15.047635
Suburban
Basic
0
16
764
9
2021-10-30 15:21:39.081504
Average
No
Daily
Apartment
295
1,176,211
47
Male
143,800
Married
2
Master's
Unemployed
48.009532
Rural
Basic
2
10
376
1
2021-08-10 15:21:39.204790
Poor
No
Daily
Condo
1,498
1,176,212
63
Male
10,026
Single
1
High School
Self-Employed
40.982663
Urban
Comprehensive
3
2
704
1
2022-10-03 15:21:39.097737
Average
No
Daily
House
1,547
1,176,213
61
Female
5,740
Single
3
Bachelor's
Unemployed
26.020564
Suburban
Basic
1
7
null
5
2020-06-03 15:21:39.209847
Poor
No
Weekly
House
923
1,176,214
28
Female
5,838
Single
0
Bachelor's
Employed
25.983576
Suburban
Basic
3
1
809
7
2022-06-19 15:21:39.126661
Poor
No
Daily
Apartment
3,547
1,176,215
32
Male
1,408
Married
3
Master's
null
20.996967
Urban
Premium
1
11
334
4
2023-01-19 15:21:39.189223
Good
Yes
Rarely
Apartment
1,037
1,176,216
31
Male
1,083
Divorced
2
Bachelor's
Employed
52.744185
Urban
Premium
1
12
479
5
2023-01-03 15:21:39.170099
Average
No
Rarely
House
474
1,176,217
52
Female
73,046
Married
4
High School
Employed
9.817602
Urban
Comprehensive
0
0
377
5
2021-12-30 15:21:39.171102
Poor
Yes
Weekly
Condo
1,677
1,176,218
48
Female
36,506
Divorced
2
Master's
Self-Employed
5.510627
Suburban
Premium
1
4
734
1
2020-11-10 15:21:39.126661
Average
No
Weekly
Condo
661
1,176,219
19
Male
16,304
Single
2
PhD
Unemployed
25.534103
Suburban
Basic
0
16
536
7
2022-09-25 15:21:39.155231
Average
Yes
Monthly
House
167
1,176,220
52
Female
53,899
Single
0
Bachelor's
null
13.291644
Rural
Premium
0
17
422
9
2021-01-23 15:21:39.134960
Average
Yes
Daily
Condo
874
1,176,221
53
Female
39,058
Divorced
1
PhD
Employed
9.059922
Suburban
Basic
0
2
772
4
2020-03-10 15:21:39.155231
Poor
No
Daily
House
623
1,176,222
38
Female
119,931
Divorced
4
High School
Self-Employed
23.03872
Urban
Premium
3
18
561
1
2023-03-30 15:21:39.154008
Poor
No
Monthly
Condo
2,315
1,176,223
58
Male
30,224
Single
1
Master's
Employed
6.233977
Urban
Premium
1
12
725
5
2020-06-27 15:21:39.134960
Poor
Yes
Rarely
Condo
549
1,176,224
24
Female
97,989
Divorced
1
PhD
Unemployed
11.919279
Urban
Premium
1
14
446
7
2021-12-17 15:21:39.134960
Poor
No
Weekly
Apartment
809
1,176,225
62
Male
70,884
Single
3
Bachelor's
null
53.914197
Suburban
Basic
2
13
715
4
2020-08-21 15:21:39.134960
Poor
No
Daily
Apartment
2,766
1,176,226
19
Male
null
Married
null
Master's
Self-Employed
40.907175
Urban
Basic
1
12
375
4
2023-02-20 15:21:39.134960
Good
No
Weekly
House
604
1,176,227
52
Female
17,774
Single
3
Bachelor's
Employed
null
Rural
Basic
null
5
496
1
2023-10-08 15:21:39.191219
Average
No
Weekly
Apartment
1,127
1,176,228
32
Female
94,078
null
4
PhD
null
30.98878
Rural
Premium
null
19
487
9
2019-11-10 15:21:39.126661
Average
Yes
Daily
Apartment
766
1,176,229
41
Female
705
Divorced
4
PhD
null
20.813287
Suburban
Premium
2
14
784
2
2022-03-22 15:21:39.134960
Average
Yes
Rarely
House
643
1,176,230
21
Female
78,225
Divorced
0
PhD
Unemployed
15.845396
Rural
Comprehensive
2
3
400
4
2022-06-22 15:21:39.122134
Good
No
Monthly
Apartment
1,330
1,176,231
37
Male
4,326
Single
4
Bachelor's
Employed
38.935762
Suburban
Comprehensive
2
7
773
9
2020-01-30 15:21:39.202448
Good
No
Daily
Apartment
733
1,176,232
42
Male
90,511
Divorced
3
Master's
Employed
13.988246
Urban
Comprehensive
null
19
705
5
2023-10-06 15:21:39.110557
Poor
Yes
Rarely
Apartment
184
1,176,233
62
Female
17,885
Divorced
3
Bachelor's
null
26.125856
Suburban
Premium
null
2
586
3
2019-11-23 15:21:39.218388
Poor
Yes
Rarely
House
821
1,176,234
20
Male
6,912
Single
2
PhD
Employed
11.766224
Rural
Premium
1
19
787
5
2023-01-26 15:21:39.194829
Good
Yes
Daily
Condo
374
1,176,235
52
Male
25,166
Divorced
1
Master's
null
39.707984
Rural
Basic
1
3
636
7
2020-08-21 15:21:39.113566
Average
Yes
Rarely
Apartment
719
1,176,236
36
Male
26,953
Single
0
Master's
null
21.035868
Urban
Premium
null
4
549
5
2020-06-24 15:21:39.251142
Good
Yes
Rarely
Condo
959
1,176,237
63
Male
1,236
Divorced
3
Bachelor's
null
47.570812
Rural
Basic
1
0
303
7
2019-10-28 15:21:39.125660
Poor
Yes
Rarely
Condo
617
1,176,238
31
Male
13,982
Married
4
Bachelor's
Employed
48.245023
Urban
Premium
null
3
467
9
2020-06-24 15:21:39.274993
Average
No
Daily
Apartment
1,020
1,176,239
53
Female
12,609
Divorced
4
PhD
Employed
29.441634
Rural
Comprehensive
3
18
475
1
2020-01-06 15:21:39.124659
Average
No
Monthly
House
3,760
1,176,240
23
Male
38,916
Divorced
3
PhD
Unemployed
17.160862
Suburban
Basic
1
19
576
4
2024-08-09 15:21:39.226954
Poor
Yes
Monthly
House
1,513
1,176,241
52
Female
16,628
Married
2
Master's
Employed
41.644075
Rural
Premium
0
11
696
1
2021-08-24 15:21:39.272456
Poor
Yes
Monthly
Condo
416
1,176,242
59
Male
1,879
null
2
Bachelor's
null
28.43681
Suburban
Basic
1
17
765
3
2021-02-27 15:21:39.196387
Good
Yes
Daily
Condo
607
1,176,243
49
Female
20,381
Divorced
0
Bachelor's
null
7.814287
Suburban
Comprehensive
null
16
366
7
2023-09-19 15:21:39.194829
Average
No
Weekly
Apartment
2,060
1,176,244
26
Female
6,899
Married
3
Bachelor's
Employed
26.15752
Suburban
Premium
3
1
673
4
2024-03-23 15:21:39.237118
null
Yes
Weekly
Condo
1,569
1,176,245
20
Female
813
Divorced
3
Bachelor's
Unemployed
null
Rural
Basic
null
6
744
8
2020-04-20 15:21:39.191219
Average
Yes
Weekly
Apartment
119
1,176,246
23
Female
2,628
Single
4
High School
Self-Employed
16.35944
Suburban
Basic
0
10
517
7
2023-03-17 15:21:39.176717
Good
No
Weekly
Condo
3,300
1,176,247
33
Male
129,855
Married
1
Master's
null
null
Suburban
Basic
3
16
449
6
2022-02-03 15:21:39.181605
Good
Yes
Rarely
House
643
1,176,248
51
Female
46,634
Single
4
PhD
Employed
18.819235
Suburban
Comprehensive
1
14
748
9
2023-06-18 15:21:39.134960
Good
No
Weekly
Apartment
332
1,176,249
64
Male
37,133
Single
1
Master's
null
27.788332
Rural
Comprehensive
2
6
556
9
2021-01-03 15:21:39.206847
Good
No
Weekly
Apartment
805
1,176,250
34
Male
6,966
Married
1
Master's
null
39.735
Urban
Basic
1
9
438
7
2020-05-05 15:21:39.181605
Poor
No
Monthly
House
1,769
1,176,251
51
Male
644
Single
3
Bachelor's
Employed
null
Urban
Premium
null
17
635
7
2022-06-07 15:21:39.285112
Good
No
Daily
Condo
563
1,176,252
47
Male
18,069
Married
4
High School
Unemployed
19.295785
Rural
Basic
null
0
519
5
2024-07-27 15:21:39.199447
Good
No
Daily
House
471
1,176,253
32
Female
43,783
Married
null
High School
Self-Employed
53.182777
Suburban
Comprehensive
0
12
726
2
2021-12-04 15:21:39.134960
Poor
Yes
Weekly
Condo
591
1,176,254
27
Female
675
Married
3
Master's
Unemployed
21.958477
Rural
Basic
null
0
818
5
2024-04-24 15:21:39.155231
Average
Yes
Daily
House
2,174
1,176,255
38
Female
622
Single
4
High School
null
22.988453
Rural
Basic
2
1
434
5
2021-01-23 15:21:39.134960
Good
No
Monthly
Condo
697
1,176,256
25
Female
15,284
Married
3
PhD
Self-Employed
44.712422
Rural
Comprehensive
2
19
792
5
2022-02-03 15:21:39.196387
Average
Yes
Rarely
Apartment
2,396
1,176,257
50
Female
46,144
Single
2
Master's
null
10.826231
Suburban
Basic
1
18
null
4
2022-04-12 15:21:39.134960
Good
No
Weekly
Apartment
669
1,176,258
22
Female
24,603
Divorced
2
Master's
Employed
21.787966
Urban
Premium
2
10
null
4
2022-09-21 15:21:39.226954
Poor
No
Monthly
Apartment
34
1,176,259
45
Male
28,963
Single
null
PhD
Self-Employed
47.454902
Urban
Basic
2
3
772
6
2021-07-05 15:21:39.211806
Average
Yes
Daily
Condo
986
1,176,260
39
Male
16,338
Married
0
PhD
null
25.882051
Urban
Premium
null
3
null
2
2019-08-25 15:21:39.257696
Poor
No
Rarely
Apartment
889
1,176,261
55
Female
74,933
Single
3
Master's
null
35.890933
Urban
Premium
2
14
501
1
2020-02-25 15:21:39.259788
Poor
No
Weekly
Apartment
2,192
1,176,262
33
Female
7,769
Divorced
4
Bachelor's
Employed
17.797325
Suburban
Basic
1
15
461
9
2021-01-27 15:21:39.192212
Poor
No
Rarely
House
903
1,176,263
32
Male
13,894
Married
2
High School
Unemployed
50.136315
Urban
Comprehensive
1
18
561
2
2023-11-23 15:21:39.151732
Average
Yes
Monthly
House
300
1,176,264
62
Male
3,360
Divorced
1
Bachelor's
null
49.523824
Rural
Premium
1
15
734
7
2020-09-02 15:21:39.209847
Poor
Yes
Rarely
Apartment
2,626
1,176,265
45
Female
29,506
Divorced
0
High School
Employed
10.907214
Suburban
Comprehensive
0
16
730
6
2021-07-01 15:21:39.111551
Poor
Yes
Daily
House
664
1,176,266
41
Male
24,791
Divorced
4
Master's
null
33.1691
Urban
Premium
0
2
713
1
2020-11-28 15:21:39.276901
Average
No
Rarely
House
981
1,176,267
24
Male
27,442
Married
0
Bachelor's
Self-Employed
23.60162
Urban
Basic
1
19
null
6
2022-11-23 15:21:39.084065
Good
No
Daily
Condo
618
1,176,268
18
Female
44,600
Divorced
4
Bachelor's
null
5.581589
Suburban
Premium
null
2
594
6
2021-04-11 15:21:39.271453
Poor
Yes
Rarely
Apartment
1,246
1,176,269
49
Male
865
Divorced
1
PhD
Unemployed
45.069624
Urban
Basic
2
6
331
6
2024-04-28 15:21:39.224915
Average
Yes
Daily
Condo
1,482
1,176,270
53
Female
37,801
Married
null
Bachelor's
Employed
10.87849
Urban
Comprehensive
0
11
null
5
2023-01-17 15:21:39.155231
Average
No
Weekly
Apartment
857
1,176,271
40
Female
43,940
Single
3
Master's
Unemployed
22.502207
Urban
Basic
2
4
673
6
2022-10-17 15:21:39.274993
Average
No
Monthly
House
532
1,176,272
62
Male
17,063
Single
3
PhD
Unemployed
null
Rural
Comprehensive
null
7
742
9
2021-04-26 15:21:39.237118
Poor
Yes
Daily
Apartment
477
1,176,273
53
Female
49,612
Single
3
PhD
Employed
50.39815
Suburban
Premium
1
5
638
6
2023-04-27 15:21:39.274993
Average
Yes
Rarely
Apartment
2,429
1,176,274
45
Male
35,692
Married
null
Master's
Unemployed
6.764368
Urban
Comprehensive
null
6
null
4
2022-04-23 15:21:39.155231
Poor
No
Rarely
Apartment
101
1,176,275
32
Female
22,787
Single
4
High School
null
20.848152
Rural
Comprehensive
3
6
573
9
2021-05-17 15:21:39.197445
Average
Yes
Weekly
Apartment
1,876
1,176,276
60
Male
73,659
Single
null
Bachelor's
null
37.95817
Rural
Basic
0
2
711
1
2019-08-17 15:21:39.177724
Poor
No
Daily
Apartment
2,114
1,176,277
37
Female
2,412
Divorced
null
Master's
Self-Employed
23.879606
Urban
Basic
2
0
616
3
2023-05-22 15:21:39.288099
Poor
Yes
Weekly
House
1,710
1,176,278
36
Male
30,804
Divorced
3
PhD
Self-Employed
17.072818
Suburban
Basic
2
9
null
2
2020-02-23 15:21:39.185215
Average
No
Weekly
House
1,662
1,176,279
46
Male
47,300
Divorced
0
High School
Employed
28.696555
Suburban
Basic
null
6
387
8
2024-07-26 15:21:39.130190
Poor
No
Weekly
Apartment
647
1,176,280
48
Female
1,614
Married
3
Bachelor's
null
51.01063
Suburban
Comprehensive
0
8
516
6
2022-08-22 15:21:39.090124
Poor
Yes
Weekly
House
531
1,176,281
26
Male
3,076
Divorced
2
Master's
Unemployed
19.050003
Urban
Premium
2
1
648
5
2024-01-22 15:21:39.208842
Average
Yes
Monthly
House
134
1,176,282
58
Female
39,379
Married
0
PhD
Unemployed
48.99552
Urban
Basic
1
10
564
3
2019-10-16 15:21:39.264504
Good
No
Daily
House
1,195
1,176,283
38
Female
51,161
Single
1
Master's
Unemployed
43.609825
Rural
Basic
2
12
511
3
2024-08-01 15:21:39.207847
Poor
No
Weekly
Condo
2,659
1,176,284
26
Male
80,939
Single
null
PhD
Unemployed
15.068387
Rural
Comprehensive
2
4
null
1
2021-11-24 15:21:39.237118
Average
Yes
Daily
House
1,881
1,176,285
null
Male
75,720
Single
2
PhD
null
22.459895
Suburban
Premium
2
18
377
5
2022-03-28 15:21:39.237118
Poor
Yes
Rarely
House
1,950
1,176,286
60
Male
21,093
Divorced
null
PhD
Employed
19.76427
Urban
Premium
0
13
815
7
2023-12-22 15:21:39.151732
Poor
Yes
Rarely
House
1,439
1,176,287
31
Male
44,775
Married
null
Bachelor's
null
51.744246
Rural
Premium
0
15
554
1
2021-04-01 15:21:39.134960
Good
Yes
Rarely
Condo
807
1,176,288
23
Male
5,908
Divorced
0
High School
Unemployed
45.993313
Rural
Comprehensive
1
16
575
2
2019-11-20 15:21:39.192212
Poor
Yes
Monthly
Apartment
1,624
1,176,289
53
Male
null
Married
3
Bachelor's
null
21.58965
Suburban
Premium
null
15
415
3
2021-09-28 15:21:39.146733
Poor
No
Weekly
Condo
467
1,176,290
18
Female
21,770
Single
null
Master's
Unemployed
33.759859
Suburban
Premium
null
16
522
9
2022-01-08 15:21:39.201446
Poor
Yes
Monthly
Apartment
639
1,176,291
null
Female
1,409
Divorced
3
PhD
null
13.272921
Suburban
Basic
1
16
449
4
2021-08-01 15:21:39.126661
Good
No
Weekly
House
1,828
1,176,292
57
Male
42,328
Married
1
Master's
null
36.166896
Suburban
Basic
3
18
null
3
2021-08-30 15:21:39.287115
Good
Yes
Weekly
Apartment
1,981
1,176,293
43
Male
17,131
Single
4
Bachelor's
null
null
Suburban
Comprehensive
0
17
694
8
2024-03-30 15:21:39.226954
Good
Yes
Weekly
Condo
727
1,176,294
35
Male
74,210
Married
4
High School
Unemployed
23.933295
Suburban
Comprehensive
4
5
454
7
2020-12-29 15:21:39.180553
Poor
Yes
Monthly
Condo
3,637
1,176,295
46
Female
47,031
Married
2
Bachelor's
Self-Employed
28.368813
Rural
Basic
0
17
375
7
2023-02-15 15:21:39.155231
Average
Yes
Rarely
Condo
470
1,176,296
60
Male
23,188
Divorced
1
PhD
Self-Employed
11.766559
Suburban
Premium
3
13
null
6
2023-12-29 15:21:39.155231
Average
Yes
Monthly
Condo
2,224
1,176,297
22
Male
12,894
Married
2
PhD
Self-Employed
5.93531
Urban
Basic
null
5
449
7
2021-10-04 15:21:39.090124
Poor
No
Monthly
House
607
1,176,298
47
Female
2,557
Single
2
Bachelor's
Employed
32.255826
Rural
Comprehensive
2
14
553
6
2023-05-17 15:21:39.114118
Good
No
Monthly
Condo
716
1,176,299
47
Female
40,593
Single
0
Master's
Unemployed
17.277936
Rural
Basic
2
19
null
2
2023-02-12 15:21:39.237118
Good
Yes
Weekly
Condo
581