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
25,200
40
Female
null
Married
4
PhD
Unemployed
37.576325
Urban
Comprehensive
1
7
433
5
2021-09-08 15:21:39.155231
Poor
Yes
Daily
House
1,335
25,201
56
Female
5,815
Divorced
4
Bachelor's
Unemployed
26.781956
Urban
Comprehensive
2
3
342
2
2024-07-24 15:21:39.134960
Average
No
Weekly
Condo
2,941
25,202
40
Male
9,094
Married
null
High School
Employed
19.845995
Urban
Premium
null
0
626
5
2022-02-03 15:21:39.126661
Poor
Yes
Weekly
Apartment
1,373
25,203
31
Female
18,116
Married
3
Master's
null
11.072756
Rural
Premium
1
6
784
6
2022-09-10 15:21:39.185215
Average
Yes
Rarely
Condo
439
25,204
55
Female
6,092
Single
null
PhD
Unemployed
21.584567
Suburban
Comprehensive
null
15
733
2
2023-06-16 15:21:39.095696
Poor
No
Daily
Condo
774
25,205
50
Male
13,791
Single
1
PhD
Self-Employed
24.991234
Urban
Premium
1
10
616
7
2022-07-13 15:21:39.155231
Average
No
Daily
Apartment
1,724
25,206
25
Male
3,523
Divorced
2
Master's
Self-Employed
29.65675
Urban
Basic
3
16
447
4
2020-03-13 15:21:39.102694
Good
Yes
Monthly
Apartment
25
25,207
26
Female
477
Divorced
4
PhD
null
24.724495
Urban
Comprehensive
null
14
554
8
2022-06-03 15:21:39.134960
Average
Yes
Rarely
Condo
107
25,208
37
Female
45,415
Single
3
Bachelor's
Employed
7.869025
Urban
Premium
null
19
null
9
2024-04-21 15:21:39.272456
Poor
Yes
Weekly
Apartment
113
25,209
51
Female
51,138
Married
3
PhD
Self-Employed
8.077215
Rural
Premium
null
9
301
7
2021-10-15 15:21:39.134960
Good
Yes
Rarely
Condo
2,355
25,210
44
Male
20,732
Married
1
Master's
Self-Employed
19.555535
Suburban
Basic
1
6
null
2
2024-01-20 15:21:39.132191
Average
Yes
Weekly
Condo
162
25,211
42
Female
44,791
Single
3
PhD
null
42.666957
Suburban
Comprehensive
null
0
614
4
2023-11-11 15:21:39.173834
Good
Yes
Monthly
Apartment
860
25,212
41
Male
15,255
Married
0
Master's
Self-Employed
19.489981
Urban
Basic
null
14
559
8
2020-02-02 15:21:39.144722
Poor
No
Rarely
House
1,181
25,213
32
Female
null
Single
1
PhD
Self-Employed
44.844625
Urban
Premium
1
7
393
2
2021-12-28 15:21:39.125660
Average
No
Daily
Apartment
3,445
25,214
53
Female
6,874
Divorced
1
PhD
Self-Employed
46.454634
Urban
Premium
null
14
581
5
2022-05-28 15:21:39.134960
Good
Yes
Rarely
Apartment
1,242
25,215
28
Female
18,997
Divorced
1
Master's
Self-Employed
26.988233
Urban
Premium
0
19
459
9
2021-07-27 15:21:39.155231
Poor
No
Weekly
House
222
25,216
43
Female
17,991
Single
2
High School
null
19.569467
Rural
Comprehensive
null
0
777
7
2022-01-05 15:21:39.131192
null
No
Daily
Apartment
3,638
25,217
50
Female
51,742
Divorced
2
Master's
null
23.636208
Suburban
Comprehensive
null
16
303
4
2023-09-25 15:21:39.268507
Good
Yes
Weekly
Condo
314
25,218
53
Male
71,812
Married
0
Master's
Unemployed
10.882919
Urban
Comprehensive
0
6
359
5
2020-07-11 15:21:39.080440
Average
Yes
Daily
Condo
99
25,219
57
Male
62,639
Married
3
Master's
null
25.484718
Rural
Premium
0
16
301
5
2022-04-28 15:21:39.256696
Poor
No
Daily
House
535
25,220
46
Male
62,646
Divorced
1
High School
null
26.898186
Urban
Basic
null
11
723
4
2021-08-28 15:21:39.126661
Poor
No
Weekly
Condo
370
25,221
20
Female
17,910
Married
0
High School
Unemployed
26.073499
Suburban
Comprehensive
1
1
320
1
2022-06-01 15:21:39.290098
Average
No
Monthly
Apartment
1,253
25,222
48
Male
9,054
Single
1
High School
null
27.071913
Urban
Comprehensive
1
6
707
9
2020-05-20 15:21:39.132191
Poor
No
Monthly
Apartment
621
25,223
30
Male
31,650
Married
0
PhD
Employed
25.272237
Suburban
Premium
null
12
518
5
2022-06-06 15:21:39.121169
Average
Yes
Weekly
Apartment
943
25,224
54
Female
28,701
Divorced
4
Master's
Employed
45.845119
Urban
Basic
1
18
629
7
2024-06-13 15:21:39.087123
Good
Yes
Monthly
Apartment
73
25,225
31
Female
70,945
Divorced
1
PhD
Employed
11.151859
Suburban
Basic
0
18
446
9
2023-10-07 15:21:39.250151
Poor
Yes
Daily
Condo
1,465
25,226
25
Male
51,391
Single
1
PhD
Unemployed
34.886211
Rural
Premium
null
0
744
3
2023-05-17 15:21:39.134960
Poor
Yes
Monthly
Apartment
77
25,227
49
Female
null
Divorced
1
Master's
null
17.446031
Rural
Comprehensive
2
16
382
5
2023-04-21 15:21:39.169102
Good
Yes
Daily
House
496
25,228
22
Female
null
Married
2
Bachelor's
Self-Employed
4.885417
Rural
Premium
1
15
410
9
2020-04-24 15:21:39.185215
Poor
No
Rarely
Condo
919
25,229
58
Male
40,895
Married
3
Bachelor's
null
40.618824
Rural
Premium
0
5
null
9
2021-11-01 15:21:39.172097
Average
Yes
Weekly
Condo
1,894
25,230
58
Female
16,766
Divorced
2
PhD
Employed
39.869187
Suburban
Premium
null
6
584
3
2022-08-10 15:21:39.285112
Average
Yes
Rarely
Condo
468
25,231
24
Male
14,105
Divorced
0
Bachelor's
null
7.924252
Urban
Comprehensive
1
7
553
3
2020-01-25 15:21:39.105404
Poor
Yes
Daily
Condo
816
25,232
22
Male
26,360
Married
0
Bachelor's
null
19.803967
Urban
Premium
0
1
null
3
2021-05-03 15:21:39.155231
Poor
Yes
Monthly
Condo
1,885
25,233
49
Male
116,095
Single
3
Bachelor's
Unemployed
14.185032
Rural
Comprehensive
null
1
431
4
2022-12-07 15:21:39.237118
Average
No
Rarely
Condo
837
25,234
18
Female
8,018
Divorced
3
Master's
Unemployed
25.947249
Rural
Premium
1
13
434
8
2022-09-02 15:21:39.086123
null
No
Weekly
Apartment
446
25,235
27
Male
18,620
Single
2
PhD
Self-Employed
34.917195
Rural
Premium
null
2
476
6
2021-10-04 15:21:39.213373
Poor
Yes
Weekly
Condo
272
25,236
null
Male
58,925
Divorced
1
Master's
Employed
25.090196
Rural
Comprehensive
3
13
336
2
2021-01-24 15:21:39.286113
Average
Yes
Rarely
Condo
1,895
25,237
46
Female
26,102
Married
null
Bachelor's
Self-Employed
12.447323
Rural
Basic
0
13
463
3
2024-08-04 15:21:39.132191
null
Yes
Daily
House
806
25,238
37
Male
138,374
Married
1
High School
Self-Employed
29.476744
Rural
Basic
1
16
415
2
2020-09-27 15:21:39.134960
Good
No
Daily
Condo
458
25,239
63
Male
83,795
Married
1
PhD
null
25.652612
Rural
Comprehensive
0
19
408
8
2020-04-14 15:21:39.092127
Average
No
Weekly
House
33
25,240
51
Male
2,833
Single
3
Master's
Self-Employed
null
Urban
Basic
0
4
705
5
2021-05-01 15:21:39.134960
Average
No
Weekly
Apartment
971
25,241
43
Female
5,988
Married
1
Master's
Unemployed
null
Urban
Premium
2
3
410
4
2020-03-17 15:21:39.084065
Good
No
Rarely
House
1,028
25,242
39
Female
141,388
Divorced
1
PhD
Employed
42.844452
Urban
Comprehensive
0
14
660
9
2024-05-14 15:21:39.155231
Average
No
Monthly
Apartment
202
25,243
54
Male
58,859
Divorced
3
Bachelor's
Self-Employed
6.856344
Urban
Comprehensive
1
9
431
3
2022-01-19 15:21:39.274993
Good
No
Rarely
Apartment
1,062
25,244
18
Male
1,496
Single
1
High School
Unemployed
36.521508
Urban
Premium
null
1
773
1
2021-03-01 15:21:39.273454
Average
No
Rarely
House
131
25,245
24
Female
6,829
Married
3
Bachelor's
Unemployed
31.41355
Suburban
Premium
null
3
543
8
2024-07-14 15:21:39.105504
Poor
No
Rarely
Apartment
3,284
25,246
62
Male
71,336
Divorced
1
Master's
Employed
47.64335
Urban
Basic
null
7
542
1
2023-09-14 15:21:39.132191
Good
Yes
Monthly
Apartment
389
25,247
48
Female
28,170
Divorced
3
PhD
Unemployed
49.839678
Rural
Premium
2
16
482
6
2019-11-12 15:21:39.283783
Good
No
Weekly
Apartment
100
25,248
31
Male
9,929
Single
0
High School
Unemployed
20.1435
Urban
Basic
null
3
null
1
2022-01-29 15:21:39.155231
Average
No
Monthly
House
59
25,249
44
Male
82,929
Single
2
PhD
Unemployed
40.016591
Rural
Premium
1
17
425
1
2020-11-22 15:21:39.132191
Good
No
Daily
Condo
720
25,250
55
Male
8,956
Married
2
PhD
Self-Employed
8.077171
Urban
Premium
null
1
null
2
2023-04-03 15:21:39.146733
Average
No
Rarely
Apartment
585
25,251
47
Female
14,839
Married
1
PhD
Employed
36.307895
Rural
Basic
null
11
702
5
2024-07-12 15:21:39.098696
Average
No
Monthly
Condo
1,007
25,252
52
Male
717
Single
null
Bachelor's
Employed
45.819356
Rural
Premium
null
13
514
7
2021-12-01 15:21:39.237118
Average
Yes
Rarely
Condo
2,228
25,253
59
Male
26,681
Divorced
0
High School
Unemployed
17.818057
Suburban
Basic
1
7
459
5
2020-03-10 15:21:39.237118
Average
No
Daily
Apartment
439
25,254
51
Female
16,078
Married
1
PhD
Employed
34.816824
Suburban
Basic
null
15
443
6
2020-02-27 15:21:39.107553
Good
No
Monthly
Apartment
2,855
25,255
32
Male
2,961
Single
0
PhD
Self-Employed
3.742828
Rural
Basic
null
5
505
5
2020-12-18 15:21:39.199447
Poor
Yes
Daily
Condo
1,562
25,256
50
Male
13,095
Single
3
Bachelor's
Unemployed
14.287151
Suburban
Comprehensive
1
0
828
1
2023-02-03 15:21:39.211806
Poor
Yes
Rarely
Condo
691
25,257
22
Male
60,891
Single
2
Bachelor's
Self-Employed
37.057964
Suburban
Comprehensive
4
6
719
2
2021-10-03 15:21:39.214388
null
No
Daily
House
732
25,258
63
Female
8,646
Married
1
Master's
Unemployed
8.927379
Urban
Basic
null
3
713
4
2022-09-09 15:21:39.096739
Poor
No
Daily
Apartment
513
25,259
28
Female
72,408
Divorced
2
High School
Unemployed
47.098657
Rural
Premium
2
11
784
1
2021-02-15 15:21:39.244069
null
Yes
Daily
Condo
611
25,260
58
Female
26,681
Divorced
3
High School
null
38.2602
Suburban
Basic
1
4
474
1
2021-05-26 15:21:39.177724
Poor
Yes
Daily
Condo
1,592
25,261
44
Female
74,165
Married
0
PhD
Unemployed
11.631104
Suburban
Comprehensive
2
19
null
1
2023-02-10 15:21:39.129190
Good
Yes
Weekly
Apartment
39
25,262
58
Female
46,083
Single
4
Master's
Unemployed
19.936338
Urban
Basic
null
3
430
9
2020-05-02 15:21:39.114118
Poor
Yes
Rarely
House
1,255
25,263
57
Female
43,866
Divorced
0
Master's
Employed
14.829787
Rural
Premium
3
10
736
9
2023-09-21 15:21:39.247098
Average
No
Daily
House
894
25,264
52
Female
31,140
Married
4
PhD
Employed
17.72272
Urban
Premium
null
8
520
2
2022-07-28 15:21:39.237118
Good
No
Weekly
House
449
25,265
41
Female
1,064
Divorced
1
Bachelor's
Employed
16.41841
Rural
Comprehensive
0
4
810
1
2020-04-04 15:21:39.208842
Average
Yes
Daily
House
202
25,266
49
Female
142,449
Single
1
Bachelor's
Employed
45.920195
Rural
Premium
null
13
822
5
2019-10-14 15:21:39.143708
Poor
No
Weekly
Condo
2,481
25,267
60
Female
1,526
Divorced
2
Master's
null
11.814458
Rural
Basic
null
3
541
9
2023-11-18 15:21:39.149731
Average
No
Weekly
Apartment
2,747
25,268
63
Female
514
Divorced
1
Bachelor's
null
15.120425
Rural
Premium
null
12
666
4
2020-08-13 15:21:39.205850
Average
Yes
Daily
Condo
2,041
25,269
49
Male
33
Married
2
High School
Unemployed
20.923868
Rural
Premium
null
11
472
8
2021-08-13 15:21:39.237118
Good
Yes
Weekly
House
1,022
25,270
39
Female
45,460
Married
2
Bachelor's
Self-Employed
18.906808
Suburban
Basic
0
4
724
8
2023-07-19 15:21:39.152732
Poor
Yes
Daily
House
2,261
25,271
22
Male
1,144
Married
2
Bachelor's
null
24.785575
Rural
Premium
null
2
556
2
2024-06-26 15:21:39.155231
Average
No
Weekly
House
1,867
25,272
61
Male
36,370
Single
1
Bachelor's
null
30.887585
Suburban
Comprehensive
1
2
683
7
2023-03-30 15:21:39.283783
Poor
No
Rarely
Condo
224
25,273
64
Female
26,041
Married
1
Master's
Self-Employed
23.84974
Suburban
Basic
0
8
447
1
2023-10-24 15:21:39.197445
Good
Yes
Rarely
House
562
25,274
54
Female
14,054
Married
0
Bachelor's
Unemployed
23.913758
Suburban
Comprehensive
null
3
554
5
2020-07-09 15:21:39.231531
Poor
Yes
Monthly
Condo
778
25,275
31
Male
5,518
Married
3
Master's
Employed
23.903013
Urban
Comprehensive
1
11
613
2
2022-06-06 15:21:39.097737
Poor
Yes
Weekly
House
926
25,276
62
Male
10,039
Married
0
High School
Self-Employed
34.837362
Suburban
Basic
1
1
595
8
2023-11-12 15:21:39.237118
Poor
No
Daily
House
932
25,277
46
Female
34,686
Single
3
Master's
Self-Employed
14.485802
Urban
Comprehensive
null
12
765
5
2024-07-08 15:21:39.081504
Average
No
Weekly
Condo
839
25,278
59
Male
2,789
Divorced
4
Master's
Self-Employed
29.959325
Suburban
Basic
1
18
317
4
2023-04-16 15:21:39.251142
Good
No
Daily
Apartment
2,387
25,279
48
Female
34,642
Married
3
PhD
Unemployed
29.887937
Rural
Basic
0
2
338
2
2023-08-28 15:21:39.211806
Average
No
Weekly
Condo
3,835
25,280
24
Female
4,830
Divorced
1
PhD
null
9.958046
Suburban
Premium
0
19
595
8
2024-05-17 15:21:39.134960
Average
Yes
Rarely
Apartment
1,911
25,281
23
Female
40,454
Divorced
2
Bachelor's
Self-Employed
11.079263
Rural
Premium
0
4
556
7
2024-05-28 15:21:39.134960
Good
Yes
Rarely
House
861
25,282
39
Male
9,506
Married
3
Bachelor's
Unemployed
20.072199
Suburban
Premium
null
19
615
7
2023-06-08 15:21:39.134960
Poor
No
Daily
Apartment
906
25,283
55
Male
80,785
Divorced
0
Bachelor's
Self-Employed
9.064871
Suburban
Premium
0
4
430
2
2023-09-02 15:21:39.180553
Average
No
Rarely
House
655
25,284
29
Female
15,388
Married
4
PhD
Self-Employed
15.711349
Suburban
Basic
2
15
303
7
2022-03-24 15:21:39.134960
Poor
No
Daily
House
3,613
25,285
null
Male
140,356
Married
1
High School
Employed
49.766019
Rural
Comprehensive
null
12
479
7
2024-05-17 15:21:39.155231
Good
No
Monthly
Apartment
2,850
25,286
54
Male
25,580
Married
0
Bachelor's
Employed
23.402553
Rural
Comprehensive
0
3
null
5
2020-05-09 15:21:39.191219
Poor
Yes
Daily
Apartment
850
25,287
23
Female
20,320
Divorced
2
Master's
Unemployed
44.662501
Suburban
Basic
0
19
357
9
2022-12-26 15:21:39.233998
Poor
Yes
Weekly
Condo
20
25,288
42
Female
8,242
Divorced
3
High School
Employed
30.927574
Rural
Basic
null
2
677
1
2022-10-19 15:21:39.164044
Poor
Yes
Rarely
Condo
199
25,289
62
Male
122,862
Divorced
0
PhD
Unemployed
9.092851
Urban
Premium
0
0
763
4
2024-02-12 15:21:39.134960
Good
Yes
Monthly
Condo
199
25,290
54
Male
3,879
Single
1
High School
Self-Employed
31.02995
Rural
Comprehensive
null
8
null
1
2022-03-05 15:21:39.134960
Average
Yes
Monthly
Condo
2,526
25,291
53
Female
8,291
Married
0
High School
Unemployed
26.843104
Rural
Basic
null
16
729
8
2020-09-06 15:21:39.290098
Poor
Yes
Monthly
Condo
488
25,292
35
Male
55,487
Single
3
Master's
null
20.926395
Urban
Premium
null
7
585
2
2020-10-13 15:21:39.290098
Poor
No
Rarely
Apartment
133
25,293
30
Male
28,706
Married
3
Bachelor's
null
10.828783
Urban
Comprehensive
1
9
686
7
2023-07-08 15:21:39.134960
Poor
Yes
Rarely
House
1,086
25,294
47
Female
64,489
Married
2
PhD
Employed
23.726509
Rural
Basic
0
19
771
9
2020-08-31 15:21:39.258696
Average
Yes
Daily
House
329
25,295
46
Male
70,233
Single
1
PhD
Unemployed
30.923137
Rural
Premium
1
15
315
1
2023-12-20 15:21:39.105504
Poor
Yes
Rarely
Condo
1,938
25,296
25
Male
null
Married
1
Bachelor's
Self-Employed
14.514802
Urban
Premium
0
1
727
9
2020-06-20 15:21:39.237118
Poor
Yes
Weekly
Condo
286
25,297
62
Female
22,514
Married
1
Master's
Self-Employed
42.341524
Rural
Basic
0
14
751
4
2022-03-29 15:21:39.252145
Poor
No
Rarely
Condo
687
25,298
31
Male
16,072
Married
null
Bachelor's
Self-Employed
20.284411
Suburban
Comprehensive
null
15
759
3
2020-11-24 15:21:39.209847
Poor
Yes
Rarely
Apartment
671
25,299
38
Female
49,007
Divorced
0
Bachelor's
null
25.633229
Rural
Premium
3
19
454
3
2023-10-24 15:21:39.278180
Good
No
Rarely
Apartment
20