id
int64
0
1.2M
Age
float64
18
64
Gender
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2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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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
15,200
61
Female
29,054
Single
2
High School
null
19.956646
Urban
Comprehensive
0
0
null
5
2021-08-12 15:21:39.259788
Poor
Yes
Rarely
Apartment
506
15,201
23
Male
1,465
null
4
Master's
Self-Employed
22.836509
Urban
Basic
0
13
742
9
2024-04-27 15:21:39.237118
Good
No
Rarely
House
735
15,202
58
Male
1,656
Married
0
Bachelor's
Employed
12.496947
Urban
Basic
0
8
455
8
2022-10-17 15:21:39.085129
Good
Yes
Rarely
Apartment
580
15,203
28
Male
534
Single
3
High School
Self-Employed
22.849096
Suburban
Comprehensive
1
3
468
2
2022-12-15 15:21:39.171102
Poor
No
Weekly
Apartment
1,484
15,204
29
Male
72,839
Married
null
Bachelor's
Employed
17.671667
Rural
Premium
0
15
432
2
2020-07-21 15:21:39.184157
Good
No
Rarely
Apartment
449
15,205
22
Female
8,842
Single
4
Bachelor's
Unemployed
8.823003
Suburban
Basic
0
15
544
3
2022-05-29 15:21:39.172097
Average
No
Rarely
Apartment
709
15,206
23
Male
50,219
Divorced
null
Master's
null
15.585915
Suburban
Premium
null
13
581
7
2020-03-17 15:21:39.281787
null
No
Monthly
House
2,563
15,207
58
Female
18,199
Divorced
null
Bachelor's
Employed
6.079135
Rural
Premium
0
19
573
1
2021-01-14 15:21:39.126661
Good
Yes
Weekly
Condo
1,431
15,208
52
Male
3,440
Married
null
High School
Employed
11.088646
Urban
Comprehensive
3
13
304
7
2024-05-24 15:21:39.132191
Average
No
Rarely
Condo
1,192
15,209
53
Female
4,518
Single
null
Bachelor's
null
31.764889
Suburban
Comprehensive
null
3
695
9
2020-12-11 15:21:39.082499
null
No
Daily
Apartment
678
15,210
63
Female
6,791
Single
2
Master's
null
24.937621
Urban
Comprehensive
null
18
454
9
2022-02-01 15:21:39.171102
Good
Yes
Weekly
Apartment
1,963
15,211
43
Male
15,275
Divorced
3
Bachelor's
Unemployed
46.252972
Rural
Comprehensive
1
10
null
6
2022-02-15 15:21:39.194829
Average
Yes
Monthly
House
889
15,212
53
Female
null
Married
4
High School
Self-Employed
26.957519
Urban
Premium
null
2
511
8
2022-10-21 15:21:39.134960
Good
Yes
Weekly
House
427
15,213
43
Female
30,663
Divorced
4
High School
Unemployed
null
Urban
Premium
null
10
678
5
2022-04-21 15:21:39.276901
Good
No
Monthly
Apartment
23
15,214
36
Female
3,924
Single
null
PhD
Employed
16.878483
Rural
Premium
null
16
383
5
2023-01-09 15:21:39.220389
Good
Yes
Rarely
Apartment
1,020
15,215
41
Male
16,406
Single
3
Master's
Self-Employed
33.573573
Suburban
Comprehensive
null
19
394
7
2023-04-27 15:21:39.194829
Average
No
Weekly
House
1,046
15,216
35
Female
11,355
Divorced
4
PhD
Employed
37.052542
Rural
Premium
1
6
668
1
2023-11-18 15:21:39.184157
Average
No
Monthly
Apartment
35
15,217
20
Male
9,071
Married
4
Master's
Self-Employed
21.397902
Rural
Premium
1
1
791
9
2022-07-30 15:21:39.246098
Good
Yes
Monthly
Apartment
979
15,218
58
Male
45,161
Married
3
PhD
Unemployed
43.814101
Rural
Premium
2
19
757
6
2021-09-14 15:21:39.253660
Poor
No
Rarely
House
582
15,219
42
Female
103,062
Married
3
Master's
Self-Employed
35.483712
Suburban
Basic
1
8
779
3
2022-07-27 15:21:39.283783
Poor
No
Monthly
Apartment
228
15,220
57
Male
2,632
Single
1
Master's
Employed
16.252756
Rural
Comprehensive
0
1
510
1
2023-10-13 15:21:39.189223
Average
No
Rarely
Apartment
405
15,221
45
Female
12,041
Divorced
0
High School
null
24.242206
Rural
Basic
0
2
705
6
2020-09-29 15:21:39.086123
Average
No
Monthly
Apartment
535
15,222
25
Male
8,230
Single
3
Master's
Employed
11.09772
Rural
Comprehensive
null
6
419
5
2021-11-07 15:21:39.105504
Poor
No
Monthly
House
24
15,223
58
Male
30,961
Married
3
PhD
Self-Employed
22.029824
Rural
Premium
null
19
642
9
2022-12-17 15:21:39.148733
Good
Yes
Daily
Apartment
857
15,224
61
Female
34,369
Married
0
Master's
null
null
Suburban
Comprehensive
2
19
567
1
2023-09-19 15:21:39.121169
Average
No
Rarely
Apartment
618
15,225
28
Male
30,984
Married
0
PhD
Employed
5.922135
Rural
Basic
null
0
557
3
2020-09-29 15:21:39.278402
Poor
No
Monthly
Condo
4,202
15,226
54
Male
5,731
Divorced
4
Master's
Employed
29.577639
Rural
Comprehensive
null
6
719
7
2023-04-27 15:21:39.122134
Good
Yes
Rarely
Condo
942
15,227
20
Male
114,753
Single
4
Bachelor's
Unemployed
41.624833
Suburban
Basic
null
12
451
5
2020-09-03 15:21:39.228521
Average
No
Daily
House
1,385
15,228
19
Female
3,255
Single
4
Master's
null
9.33082
Rural
Basic
1
8
null
1
2022-12-23 15:21:39.261856
Good
Yes
Daily
House
2,620
15,229
39
Male
19,856
Divorced
0
Master's
Unemployed
26.451534
Urban
Basic
0
7
634
3
2023-09-28 15:21:39.185215
Average
No
Rarely
Apartment
119
15,230
61
Female
23,769
Single
0
High School
Self-Employed
9.891263
Suburban
Comprehensive
0
8
null
9
2020-02-08 15:21:39.134960
Poor
Yes
Monthly
Apartment
874
15,231
48
Female
20,354
Married
3
PhD
Self-Employed
27.77327
Rural
Basic
2
11
567
3
2020-12-30 15:21:39.131192
Poor
Yes
Rarely
House
1,121
15,232
60
Male
5,749
Single
4
Master's
Unemployed
11.936293
Suburban
Comprehensive
null
8
571
3
2023-03-22 15:21:39.237118
Average
Yes
Daily
House
1,063
15,233
46
Female
123,676
Divorced
1
PhD
Unemployed
6.936911
Suburban
Basic
1
4
654
2
2022-01-02 15:21:39.190215
Good
No
Daily
House
222
15,234
30
Male
61,846
Married
null
PhD
null
null
Urban
Comprehensive
1
9
699
9
2019-10-24 15:21:39.113566
Average
No
Rarely
House
2,393
15,235
55
Female
97,071
Divorced
1
Master's
Self-Employed
39.776231
Rural
Basic
null
3
326
3
2019-09-04 15:21:39.270454
Good
Yes
Daily
Apartment
1,506
15,236
null
Female
51,372
Divorced
0
Master's
Employed
30.352337
Rural
Premium
null
2
599
9
2023-03-14 15:21:39.237118
Average
No
Weekly
Apartment
45
15,237
30
Female
81,043
Single
4
Bachelor's
Self-Employed
50.943177
Suburban
Basic
2
3
713
7
2020-11-30 15:21:39.155231
Good
Yes
Rarely
House
23
15,238
22
Female
93,569
Married
1
Bachelor's
Employed
9.333981
Suburban
Comprehensive
0
7
432
3
2022-10-21 15:21:39.166062
Good
No
Weekly
Apartment
220
15,239
34
Male
80,120
Single
4
PhD
Self-Employed
28.265529
Urban
Comprehensive
null
18
543
5
2020-02-25 15:21:39.230483
Poor
Yes
Rarely
Apartment
130
15,240
45
Male
17,916
Married
4
PhD
null
32.048639
Rural
Basic
1
7
773
2
2023-07-24 15:21:39.126661
Poor
Yes
Rarely
Condo
2,424
15,241
36
Male
71,063
Single
null
Master's
Employed
48.984269
Rural
Comprehensive
null
15
677
1
2023-03-19 15:21:39.155231
Poor
Yes
Daily
House
214
15,242
30
Female
62,927
Single
0
PhD
null
28.459466
Rural
Premium
2
1
427
4
2020-09-21 15:21:39.122134
Poor
No
Monthly
Condo
1,784
15,243
33
Male
46,286
Single
2
PhD
null
29.079887
Urban
Basic
0
2
710
1
2020-02-22 15:21:39.200452
Good
Yes
Rarely
Apartment
1,213
15,244
58
Female
17,131
Divorced
1
PhD
Employed
10.772019
Urban
Premium
2
1
626
7
2021-06-05 15:21:39.155231
Average
Yes
Daily
Condo
1,867
15,245
19
Male
39,649
Divorced
4
High School
null
12.554771
Suburban
Basic
null
18
323
1
2022-11-24 15:21:39.096739
Poor
Yes
Rarely
Apartment
831
15,246
64
Female
31,493
Single
4
High School
Employed
20.49464
Rural
Comprehensive
2
17
775
6
2022-05-29 15:21:39.279729
Poor
Yes
Rarely
Apartment
1,422
15,247
51
Male
36,441
Divorced
2
PhD
Unemployed
27.857949
Rural
Premium
null
2
432
8
2021-07-30 15:21:39.226954
Poor
No
Weekly
Apartment
1,297
15,248
20
Female
1,067
Single
2
PhD
Employed
null
Suburban
Comprehensive
null
19
null
9
2021-11-02 15:21:39.085129
Good
No
Monthly
Apartment
705
15,249
60
Female
44,291
Single
2
High School
Unemployed
null
Suburban
Comprehensive
0
16
null
6
2022-04-17 15:21:39.184157
Average
Yes
Daily
House
835
15,250
62
Male
32,477
Divorced
4
High School
Self-Employed
21.819338
Suburban
Premium
0
16
848
9
2022-07-03 15:21:39.237118
Good
No
Weekly
Apartment
573
15,251
21
Female
51,339
Divorced
4
Bachelor's
Self-Employed
44.163437
Urban
Comprehensive
0
0
312
7
2020-02-04 15:21:39.237118
Good
No
Monthly
Apartment
739
15,252
41
Male
74,556
Divorced
0
Bachelor's
null
13.791264
Urban
Premium
0
1
415
9
2019-10-22 15:21:39.155231
Poor
No
Monthly
House
416
15,253
32
Female
8,953
Married
2
High School
Employed
20.793084
Urban
Basic
1
15
847
8
2021-08-26 15:21:39.155231
Average
No
Weekly
Apartment
1,056
15,254
37
Male
55,906
Divorced
0
Master's
Unemployed
11.966237
Rural
Basic
null
17
716
9
2023-07-03 15:21:39.146733
null
No
Daily
Apartment
228
15,255
44
Male
759
Single
2
High School
null
45.567791
Rural
Premium
2
1
437
2
2021-03-13 15:21:39.236064
Average
Yes
Rarely
Apartment
659
15,256
54
Female
17,131
Divorced
0
Bachelor's
Self-Employed
45.85301
Rural
Premium
null
2
null
4
2022-11-18 15:21:39.221386
Good
No
Rarely
Apartment
939
15,257
50
Male
67,550
Divorced
2
PhD
Unemployed
22.449971
Rural
Comprehensive
1
11
490
3
2020-09-30 15:21:39.087123
Good
Yes
Daily
Condo
227
15,258
48
Female
29,894
Married
2
Bachelor's
Self-Employed
19.597574
Suburban
Basic
null
7
559
2
2020-05-31 15:21:39.086123
Good
Yes
Rarely
House
1,439
15,259
27
Male
16,582
Single
1
Bachelor's
Self-Employed
49.491518
Suburban
Basic
1
6
759
4
2022-08-15 15:21:39.172097
null
Yes
Weekly
Condo
1,170
15,260
60
Male
32,363
Married
1
Bachelor's
null
28.532605
Rural
Basic
3
13
639
8
2023-06-05 15:21:39.237118
Poor
Yes
Weekly
Apartment
632
15,261
20
Female
23,755
Married
4
Master's
Employed
31.795918
Urban
Premium
0
8
561
4
2023-10-16 15:21:39.092127
Good
Yes
Daily
House
2,381
15,262
45
Male
7,073
Married
2
Bachelor's
Unemployed
21.682319
Urban
Premium
2
9
null
8
2021-03-06 15:21:39.171102
Poor
Yes
Weekly
Apartment
1,068
15,263
60
Female
29,076
Single
0
High School
Self-Employed
null
Rural
Premium
0
3
461
9
2021-08-10 15:21:39.259788
Poor
No
Daily
House
3,343
15,264
32
Female
7,079
Divorced
null
High School
Unemployed
10.826231
Suburban
Basic
null
9
728
6
2020-08-16 15:21:39.085129
Poor
No
Daily
Apartment
880
15,265
19
Female
null
Married
2
High School
Self-Employed
32.34406
Urban
Premium
0
17
608
2
2024-02-01 15:21:39.177724
Poor
Yes
Rarely
House
49
15,266
50
Male
25,033
Divorced
0
Bachelor's
Self-Employed
40.638408
Urban
Premium
null
6
575
8
2020-05-16 15:21:39.173834
Good
Yes
Daily
House
1,633
15,267
37
Female
45,646
Married
0
High School
Unemployed
46.33993
Suburban
Basic
null
1
406
1
2021-08-24 15:21:39.134960
Good
No
Rarely
House
1,363
15,268
61
Female
25,148
Divorced
4
Bachelor's
null
9.917664
Suburban
Comprehensive
null
19
589
6
2023-02-15 15:21:39.190215
Poor
No
Weekly
Apartment
1,526
15,269
54
Male
26,487
Married
null
PhD
Unemployed
47.03897
Suburban
Premium
1
13
750
1
2023-08-29 15:21:39.260856
Poor
Yes
Rarely
Condo
3,832
15,270
50
Female
2,498
Single
0
High School
null
24.817756
Rural
Basic
2
5
762
7
2021-03-17 15:21:39.134960
Poor
No
Weekly
Condo
763
15,271
null
Male
7,287
Single
3
Bachelor's
Self-Employed
24.154972
Suburban
Comprehensive
0
13
461
7
2024-05-01 15:21:39.155231
Average
No
Monthly
House
493
15,272
47
Male
33,124
Divorced
3
High School
Self-Employed
41.666837
Urban
Premium
3
7
693
5
2020-08-07 15:21:39.204790
Poor
Yes
Rarely
Apartment
1,659
15,273
32
Female
135,834
Single
4
PhD
null
8.847285
Suburban
Premium
null
3
493
4
2023-11-07 15:21:39.183598
Average
Yes
Weekly
House
377
15,274
53
Male
4,907
Divorced
3
High School
Employed
16.990631
Rural
Comprehensive
null
3
330
9
2020-11-29 15:21:39.134960
Average
Yes
Rarely
Apartment
1,335
15,275
53
Male
27,755
Married
0
PhD
Self-Employed
29.664701
Suburban
Basic
2
9
632
8
2022-05-14 15:21:39.288099
Average
No
Rarely
House
944
15,276
46
Female
47,750
Married
4
PhD
null
45.716765
Rural
Premium
0
0
571
6
2021-10-10 15:21:39.237118
Average
Yes
Weekly
House
202
15,277
62
Male
1,002
Married
3
Bachelor's
Unemployed
22.314328
Rural
Basic
null
6
548
9
2021-05-03 15:21:39.105192
Average
No
Daily
Apartment
170
15,278
39
Female
113,558
Divorced
2
Master's
Unemployed
40.514988
Suburban
Basic
2
0
769
4
2022-03-30 15:21:39.278402
Average
No
Rarely
Apartment
35
15,279
29
Female
21,174
Divorced
2
High School
null
30.052727
Urban
Basic
null
16
635
9
2021-06-26 15:21:39.168099
Poor
Yes
Weekly
Condo
49
15,280
41
Female
17,952
Single
1
Bachelor's
Employed
36.682944
Suburban
Comprehensive
0
15
571
8
2020-07-24 15:21:39.237118
Good
No
Daily
Condo
38
15,281
28
Male
4,958
Single
0
Master's
Employed
45.444539
Suburban
Comprehensive
null
14
363
6
2020-11-14 15:21:39.134960
Average
No
Daily
Condo
1,356
15,282
47
Male
4,541
Married
4
PhD
Employed
5.381801
Rural
Basic
null
3
822
4
2023-07-08 15:21:39.215386
Poor
Yes
Daily
House
2,167
15,283
64
Female
28,290
Divorced
2
Bachelor's
Employed
16.839456
Suburban
Premium
null
2
null
7
2023-07-14 15:21:39.082499
Poor
No
Rarely
Apartment
176
15,284
42
Male
17,391
Divorced
4
PhD
Employed
11.878631
Suburban
Basic
1
10
685
4
2024-05-17 15:21:39.185215
Good
No
Weekly
House
1,653
15,285
null
Female
35,754
Divorced
null
Master's
Unemployed
14.69798
Urban
Comprehensive
3
9
598
6
2024-07-03 15:21:39.155231
Good
No
Daily
Apartment
34
15,286
23
Male
35,781
Single
0
Bachelor's
Employed
20.786028
Urban
Premium
1
3
444
4
2022-11-22 15:21:39.155231
Poor
Yes
Daily
Condo
1,181
15,287
49
Male
1,409
Married
4
PhD
null
18.958943
Rural
Premium
1
5
432
5
2024-06-23 15:21:39.213373
Poor
No
Monthly
Apartment
1,249
15,288
26
Female
24,061
Single
4
Bachelor's
null
18.052538
Suburban
Basic
1
8
516
1
2022-12-30 15:21:39.126661
null
No
Weekly
House
635
15,289
35
Male
132,648
Married
4
Master's
Unemployed
null
Rural
Premium
0
18
null
4
2021-08-07 15:21:39.221386
Average
Yes
Daily
Condo
2,038
15,290
45
Male
64,959
Single
0
Master's
Unemployed
16.879606
Suburban
Basic
2
12
null
7
2021-07-13 15:21:39.172097
Poor
Yes
Weekly
Condo
3,452
15,291
30
Female
37,726
Divorced
0
PhD
Employed
16.331175
Suburban
Premium
3
19
513
8
2021-06-10 15:21:39.155231
Poor
No
Rarely
Apartment
309
15,292
56
Female
null
Single
2
High School
null
14.080005
Rural
Comprehensive
null
12
381
7
2021-12-13 15:21:39.192212
Good
Yes
Daily
Condo
562
15,293
29
Female
51,306
Divorced
null
Master's
Unemployed
5.477085
Rural
Basic
1
19
431
9
2021-02-05 15:21:39.266452
Poor
Yes
Monthly
Condo
1,388
15,294
53
Female
91,802
Married
null
PhD
Employed
35.967325
Urban
Premium
null
2
508
1
2023-01-06 15:21:39.080440
Average
No
Weekly
Apartment
174
15,295
39
Female
9,063
Single
3
High School
null
null
Urban
Basic
0
16
null
6
2023-06-24 15:21:39.134960
Poor
No
Rarely
Condo
1,681
15,296
35
Female
128,699
Married
2
High School
Self-Employed
18.038192
Suburban
Premium
1
10
501
7
2024-07-17 15:21:39.134960
Average
Yes
Rarely
House
4,617
15,297
36
Female
3,723
Single
3
High School
null
20.527087
Suburban
Comprehensive
4
5
806
3
2020-07-07 15:21:39.079128
Good
No
Rarely
House
2,142
15,298
50
Male
122,076
Married
null
High School
null
23.62594
Urban
Basic
null
17
798
1
2020-08-20 15:21:39.211806
Poor
Yes
Rarely
Condo
242
15,299
43
Male
5,994
Divorced
2
Master's
Self-Employed
29.065168
Suburban
Comprehensive
null
2
787
1
2022-01-03 15:21:39.154008
Poor
Yes
Daily
House
1,613