id
int64
0
1.2M
Age
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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
300
18
Male
607
Married
0
Master's
Unemployed
16.933702
Suburban
Basic
1
18
589
1
2024-05-08 15:21:39.230483
Poor
No
Monthly
House
1,830
301
32
Female
36,231
Single
2
Bachelor's
null
10.873809
Suburban
Premium
null
4
538
1
2022-05-01 15:21:39.236064
Good
Yes
Monthly
House
3,670
302
23
Male
82,970
Single
4
Bachelor's
Employed
9.943472
Rural
Basic
1
0
439
2
2022-09-17 15:21:39.187211
Good
No
Rarely
House
2,111
303
50
Male
2,254
Married
0
High School
Self-Employed
22.824998
Suburban
Premium
null
4
321
7
2023-11-10 15:21:39.097737
Poor
Yes
Daily
Condo
191
304
32
Female
48,913
null
0
Master's
Self-Employed
17.746161
Urban
Premium
null
15
560
3
2024-04-27 15:21:39.255696
Average
No
Rarely
House
2,086
305
41
Female
38,156
Single
2
Bachelor's
Employed
42.9189
Suburban
Basic
2
1
774
5
2021-02-13 15:21:39.256696
Average
Yes
Daily
Apartment
997
306
50
Male
17,292
Single
3
PhD
Employed
32.744398
Suburban
Basic
1
13
659
8
2024-08-03 15:21:39.110557
Good
Yes
Weekly
Apartment
2,695
307
46
Male
25,735
Married
0
Master's
null
12.892279
Urban
Comprehensive
1
12
843
7
2020-07-16 15:21:39.108562
Poor
Yes
Monthly
Condo
1,356
308
42
Female
5,576
Married
2
Bachelor's
Unemployed
13.985213
Urban
Premium
1
2
801
6
2022-06-01 15:21:39.187211
Poor
Yes
Rarely
Condo
96
309
null
Male
145,528
Married
0
Master's
null
29.528426
Urban
Basic
null
0
810
9
2020-08-03 15:21:39.150730
Good
No
Weekly
Apartment
200
310
null
Male
7,077
Divorced
1
Bachelor's
Self-Employed
21.414737
Suburban
Premium
null
15
616
7
2023-02-21 15:21:39.090124
Average
Yes
Weekly
Condo
1,071
311
32
Male
68,942
Married
4
High School
Self-Employed
24.17055
Urban
Basic
1
7
null
6
2023-12-21 15:21:39.205850
Average
Yes
Rarely
Apartment
390
312
41
Male
548
Married
0
Bachelor's
null
50.099658
Urban
Premium
0
10
425
4
2022-01-07 15:21:39.206847
Average
No
Daily
Condo
794
313
26
Male
17,897
Married
2
High School
Employed
20.553345
Rural
Comprehensive
0
4
734
2
2023-03-28 15:21:39.134960
Average
Yes
Daily
House
26
314
55
Female
119,820
Single
3
Master's
Self-Employed
24.988787
Rural
Comprehensive
null
16
731
8
2019-11-02 15:21:39.107553
Poor
No
Monthly
Apartment
184
315
28
Male
8,062
Single
1
Bachelor's
null
29.633824
Urban
Premium
0
0
638
9
2023-08-19 15:21:39.134960
Good
Yes
Rarely
House
2,147
316
32
Female
20,370
Single
0
Master's
Unemployed
20.644052
Urban
Comprehensive
0
3
696
8
2020-08-17 15:21:39.237118
Poor
No
Rarely
Condo
473
317
58
Male
58,602
Single
3
Bachelor's
null
33.82738
Urban
Basic
null
3
431
1
2024-05-07 15:21:39.134960
Average
No
Rarely
House
358
318
47
Male
83,693
Single
1
Bachelor's
Self-Employed
30.382941
Rural
Premium
1
13
380
8
2023-04-04 15:21:39.220389
Good
No
Weekly
Apartment
612
319
61
Female
5,071
Single
3
Bachelor's
Unemployed
31.822168
Rural
Premium
1
3
null
5
2020-07-25 15:21:39.208842
Average
Yes
Rarely
Apartment
809
320
31
Male
31,671
Married
1
PhD
Unemployed
26.868786
Suburban
Premium
0
16
765
8
2020-07-12 15:21:39.134960
Good
Yes
Weekly
Condo
411
321
49
Male
117,342
Single
3
Bachelor's
null
7.890772
Urban
Premium
0
5
null
9
2024-07-23 15:21:39.272456
Poor
Yes
Rarely
House
206
322
19
Male
99,327
Divorced
0
Bachelor's
Employed
8.524323
Rural
Comprehensive
0
18
407
1
2023-03-27 15:21:39.098696
Good
Yes
Monthly
House
549
323
33
Male
71,400
Single
null
High School
Self-Employed
22.303507
Suburban
Premium
0
13
440
8
2020-06-21 15:21:39.211806
Poor
Yes
Weekly
Apartment
614
324
43
Female
84,725
Married
null
PhD
null
39.839139
Suburban
Basic
0
11
765
4
2023-08-22 15:21:39.223390
Poor
Yes
Weekly
Apartment
150
325
30
Female
43,841
Single
4
Bachelor's
Employed
47.08955
Urban
Premium
1
13
656
6
2020-12-24 15:21:39.124659
Poor
No
Rarely
Apartment
1,234
326
58
Male
1,520
Married
4
Bachelor's
null
17.547291
Urban
Premium
2
8
815
7
2023-09-04 15:21:39.126661
Average
Yes
Daily
House
1,976
327
19
Male
95,929
Single
1
Master's
Self-Employed
22.684846
Suburban
Comprehensive
null
19
434
5
2023-07-15 15:21:39.237118
Average
No
Weekly
Apartment
1,141
328
32
Male
66,410
Married
1
Bachelor's
Self-Employed
47.315712
Suburban
Premium
0
4
415
1
2021-03-01 15:21:39.094752
Poor
No
Weekly
Apartment
1,158
329
21
Female
33,606
Married
0
Master's
null
18.686548
Rural
Comprehensive
1
13
null
6
2021-09-29 15:21:39.104139
Good
Yes
Daily
Condo
1,004
330
24
Female
3,988
Married
4
PhD
Self-Employed
4.270541
Rural
Comprehensive
0
11
null
9
2020-12-14 15:21:39.198406
Average
Yes
Monthly
Condo
3,631
331
61
Male
39,661
Single
1
Master's
Unemployed
15.66382
Urban
Premium
0
18
696
4
2022-11-15 15:21:39.211806
Poor
No
Monthly
Condo
832
332
null
Male
3,065
Divorced
1
High School
Unemployed
38.536535
Urban
Comprehensive
2
1
758
6
2024-01-26 15:21:39.082499
Average
Yes
Daily
Apartment
1,597
333
53
Male
35,794
Single
4
Master's
Unemployed
13.829303
Urban
Basic
null
9
527
8
2024-06-15 15:21:39.252145
Average
No
Daily
Apartment
1,386
334
53
Female
1,577
Single
3
Bachelor's
Employed
null
Urban
Premium
1
3
538
1
2023-03-19 15:21:39.132191
Good
No
Weekly
House
578
335
57
Female
29,703
Single
2
High School
Employed
6.69844
Rural
Basic
null
7
342
7
2019-11-22 15:21:39.172097
Good
Yes
Rarely
Condo
577
336
36
Male
10,042
Married
2
PhD
Unemployed
18.179301
Suburban
Premium
2
19
613
9
2020-07-05 15:21:39.143708
Good
No
Weekly
Condo
923
337
28
Male
1,266
Divorced
4
Bachelor's
Unemployed
18.849237
Urban
Basic
1
10
310
9
2021-07-11 15:21:39.086123
Poor
No
Weekly
Condo
479
338
53
Female
101,398
Single
0
High School
null
20.835603
Suburban
Comprehensive
null
17
402
7
2023-03-04 15:21:39.088124
Good
Yes
Monthly
Apartment
1,019
339
62
Female
33,122
Divorced
0
Bachelor's
null
19.793677
Rural
Basic
0
11
431
1
2020-09-23 15:21:39.155231
Good
No
Rarely
Condo
110
340
49
Female
1,233
Divorced
0
High School
Employed
41.936226
Rural
Premium
null
4
762
6
2023-07-19 15:21:39.155231
Poor
No
Weekly
Condo
2,460
341
55
Male
18,550
Single
4
PhD
Self-Employed
18.599912
Suburban
Premium
1
0
783
1
2023-08-28 15:21:39.155231
Average
Yes
Rarely
Condo
486
342
26
Female
6,093
Single
0
Master's
Self-Employed
15.364526
Urban
Comprehensive
null
0
647
7
2022-06-27 15:21:39.223390
Poor
No
Daily
Condo
1,119
343
21
Female
36,705
Divorced
null
Bachelor's
null
43.948716
Suburban
Comprehensive
0
9
751
3
2022-09-05 15:21:39.224915
Poor
No
Rarely
Condo
648
344
63
Female
14,107
Single
3
Bachelor's
Employed
43.88495
Rural
Premium
null
6
658
6
2022-07-23 15:21:39.288099
Good
No
Monthly
Condo
1,708
345
22
Male
32,235
Single
null
High School
null
7.823369
Suburban
Basic
2
0
465
2
2022-08-29 15:21:39.290098
Average
Yes
Monthly
Condo
620
346
37
Male
733
Married
2
Master's
null
null
Rural
Comprehensive
null
11
807
4
2020-08-27 15:21:39.254678
Good
Yes
Daily
Apartment
731
347
33
Female
9,097
Divorced
4
High School
Unemployed
47.140419
Urban
Premium
0
15
647
1
2023-11-13 15:21:39.245086
Average
No
Weekly
Condo
2,082
348
52
Male
17,391
Divorced
null
PhD
Self-Employed
13.738283
Suburban
Basic
2
4
335
9
2023-07-21 15:21:39.134960
Poor
Yes
Daily
Condo
1,688
349
20
Female
15,384
Divorced
null
High School
Self-Employed
17.991399
Urban
Comprehensive
0
6
559
1
2024-06-04 15:21:39.147735
Poor
No
Weekly
Condo
366
350
52
Male
6,856
Divorced
1
High School
Employed
28.737463
Rural
Basic
0
16
null
9
2024-08-09 15:21:39.082499
Average
No
Monthly
Condo
1,393
351
43
Male
22,244
Divorced
2
PhD
Self-Employed
29.027329
Urban
Basic
2
0
836
3
2021-02-25 15:21:39.134960
Average
No
Rarely
Apartment
597
352
52
Male
23,013
Divorced
0
Master's
Unemployed
23.512775
Suburban
Comprehensive
1
13
382
2
2021-12-08 15:21:39.092127
null
Yes
Rarely
Apartment
456
353
58
Male
28,897
Married
4
Master's
Employed
51.262828
Rural
Comprehensive
2
10
757
1
2021-01-19 15:21:39.168099
Good
No
Daily
Condo
553
354
50
Female
56,439
Married
4
Bachelor's
null
25.490915
Rural
Premium
0
14
522
7
2021-04-13 15:21:39.251142
Average
No
Daily
House
368
355
51
Male
18,106
Married
1
PhD
Self-Employed
19.865997
Suburban
Premium
null
7
536
1
2022-11-02 15:21:39.155231
Good
Yes
Rarely
House
522
356
50
Female
43,750
Single
3
High School
Employed
23.945681
Urban
Premium
1
5
603
9
2021-02-06 15:21:39.250151
Average
No
Monthly
Apartment
960
357
55
Male
5,875
Married
2
High School
null
31.161517
Rural
Premium
null
3
554
3
2022-04-11 15:21:39.152732
Good
No
Daily
Condo
287
358
44
Female
29,145
Single
4
Bachelor's
Unemployed
9.828406
Rural
Comprehensive
1
18
657
7
2020-02-11 15:21:39.130190
Good
Yes
Rarely
Condo
1,672
359
52
Male
71,872
Married
4
Master's
Employed
17.71175
Urban
Premium
1
19
742
9
2019-11-05 15:21:39.155231
Poor
No
Daily
Condo
35
360
40
Male
64,440
Single
4
Master's
null
52.753544
Rural
Comprehensive
0
4
716
2
2020-12-28 15:21:39.155231
Good
Yes
Rarely
Condo
2,169
361
61
Female
60,855
Single
2
PhD
Unemployed
32.63397
Rural
Premium
0
9
430
6
2023-11-16 15:21:39.170099
Good
Yes
Daily
Apartment
399
362
43
Male
39,697
Single
4
PhD
Unemployed
20.885968
Rural
Basic
1
7
846
2
2023-09-28 15:21:39.152732
Poor
No
Monthly
Condo
2,110
363
55
Female
11,996
Single
null
Bachelor's
Unemployed
22.907884
Urban
Premium
0
18
577
9
2022-02-27 15:21:39.251142
Good
Yes
Weekly
Apartment
459
364
39
Male
5,545
Single
2
Bachelor's
null
17.012365
Rural
Basic
1
8
739
4
2020-06-25 15:21:39.108562
Poor
No
Monthly
Apartment
1,032
365
36
Male
39,425
Married
1
Bachelor's
Self-Employed
31.055937
Urban
Comprehensive
null
12
689
7
2023-06-28 15:21:39.134960
Good
Yes
Rarely
Apartment
643
366
21
Female
1,338
Single
0
PhD
Unemployed
10.62228
Rural
Premium
0
11
543
3
2020-10-19 15:21:39.280784
null
No
Monthly
Condo
712
367
62
Female
1,318
Married
3
PhD
null
19.054428
Suburban
Premium
2
9
null
6
2024-05-09 15:21:39.134960
Poor
No
Monthly
Condo
1,364
368
58
Male
38,969
Divorced
4
Master's
Self-Employed
20.091526
Rural
Premium
2
16
468
9
2020-08-15 15:21:39.086123
Poor
Yes
Rarely
Apartment
1,104
369
62
Female
46,429
Divorced
null
Bachelor's
Employed
34.403509
Suburban
Premium
2
14
513
5
2021-10-19 15:21:39.246098
Average
No
Rarely
Apartment
2,023
370
28
Male
52,278
Single
4
Master's
Employed
34.403646
Urban
Comprehensive
1
10
328
5
2022-07-08 15:21:39.182597
null
Yes
Weekly
Condo
626
371
20
Female
25,662
Married
3
High School
Self-Employed
13.754099
Suburban
Basic
0
6
578
7
2022-01-23 15:21:39.149731
Average
Yes
Daily
Condo
906
372
27
Male
25,891
Single
1
PhD
Unemployed
37.95826
Rural
Premium
3
3
723
4
2020-12-03 15:21:39.184157
Good
No
Monthly
Apartment
3,125
373
27
Male
16,886
Married
2
PhD
null
47.067953
Suburban
Premium
0
9
799
1
2023-01-11 15:21:39.155231
Poor
No
Daily
Condo
901
374
34
Male
18,705
Divorced
2
Bachelor's
Self-Employed
16.142253
Rural
Premium
null
8
626
2
2019-11-22 15:21:39.111551
Good
No
Weekly
Condo
1,324
375
null
Male
25,697
Divorced
2
Master's
Employed
20.251365
Urban
Premium
3
2
null
2
2022-11-29 15:21:39.186212
Average
Yes
Weekly
Apartment
156
376
30
Female
81,659
Married
0
Bachelor's
Employed
34.987501
Suburban
Comprehensive
2
1
505
3
2021-02-16 15:21:39.251142
Average
No
Monthly
Condo
435
377
47
Male
27,674
Married
2
PhD
Unemployed
13.383329
Urban
Basic
null
7
null
5
2022-12-06 15:21:39.134960
Average
No
Rarely
Apartment
997
378
63
Male
10,963
Divorced
1
Bachelor's
null
null
Suburban
Basic
2
7
807
3
2021-03-15 15:21:39.194829
Poor
Yes
Weekly
Apartment
643
379
56
Male
36,351
Divorced
0
Bachelor's
null
39.166589
Rural
Comprehensive
null
5
617
6
2023-03-20 15:21:39.228521
null
Yes
Daily
Apartment
830
380
27
Male
2,888
Single
4
High School
Self-Employed
25.293464
Suburban
Premium
2
2
698
4
2020-06-12 15:21:39.179186
Good
No
Monthly
House
725
381
48
Female
287
Married
4
PhD
Unemployed
11.759877
Urban
Premium
1
12
635
8
2019-11-11 15:21:39.197445
Poor
Yes
Rarely
House
1,079
382
42
Female
14,157
Married
2
PhD
null
7.737332
Rural
Comprehensive
null
16
459
6
2019-11-12 15:21:39.155231
Average
Yes
Rarely
Apartment
2,585
383
41
Female
576
Married
4
Master's
null
6.936378
Suburban
Comprehensive
2
11
725
5
2022-05-02 15:21:39.237118
Poor
Yes
Monthly
Condo
240
384
53
Female
1,266
Married
null
Bachelor's
Unemployed
39.906927
Rural
Premium
0
12
423
9
2020-05-06 15:21:39.223390
Poor
No
Rarely
Condo
657
385
null
Male
19,473
Married
2
High School
Employed
35.946342
Urban
Premium
null
2
459
9
2021-09-07 15:21:39.155231
Poor
Yes
Daily
House
801
386
40
Female
18,041
Single
3
Master's
Employed
14.773856
Rural
Comprehensive
null
14
441
5
2021-11-20 15:21:39.276901
Good
No
Monthly
Apartment
1,149
387
32
Male
7,062
Married
3
PhD
null
13.858012
Rural
Comprehensive
1
12
null
9
2023-03-16 15:21:39.134960
Poor
Yes
Daily
Condo
1,069
388
48
Female
22,635
Divorced
0
PhD
null
19.766377
Urban
Comprehensive
0
9
537
4
2021-03-08 15:21:39.143708
Average
No
Monthly
House
860
389
51
Female
76,732
Divorced
2
Bachelor's
Employed
31.131179
Suburban
Basic
2
15
742
7
2023-07-15 15:21:39.176717
Good
Yes
Weekly
Condo
3,105
390
37
Female
11,043
Divorced
2
Bachelor's
Employed
12.006039
Suburban
Premium
0
6
744
3
2022-12-08 15:21:39.237118
Good
No
Daily
Apartment
687
391
55
Female
18,956
Married
2
Bachelor's
Unemployed
23.788725
Suburban
Comprehensive
1
14
338
3
2024-07-22 15:21:39.225916
Average
No
Daily
Condo
1,285
392
30
Female
132,839
Single
0
Bachelor's
null
37.081316
Suburban
Comprehensive
null
12
398
2
2019-10-28 15:21:39.134960
Average
No
Weekly
House
2,830
393
59
Female
35,786
Divorced
3
Master's
null
41.402559
Suburban
Comprehensive
1
8
null
5
2022-10-28 15:21:39.281787
Average
Yes
Monthly
House
1,270
394
63
Female
2,788
Married
null
Master's
Self-Employed
null
Suburban
Comprehensive
0
8
743
8
2023-09-07 15:21:39.167099
Poor
No
Daily
House
2,386
395
33
Male
6,730
Single
2
Bachelor's
Unemployed
33.248551
Rural
Comprehensive
null
2
810
1
2022-05-24 15:21:39.257696
Poor
No
Weekly
House
1,169
396
49
Female
18,061
Married
3
PhD
null
46.676628
Suburban
Premium
3
16
348
9
2020-11-08 15:21:39.263607
Poor
No
Monthly
House
723
397
32
Male
42,954
Single
null
Master's
null
46.937168
Rural
Comprehensive
null
17
798
1
2021-08-25 15:21:39.237118
Poor
No
Monthly
Apartment
622
398
42
Female
60,543
Divorced
4
Master's
null
41.588716
Urban
Premium
null
9
371
3
2023-08-13 15:21:39.134960
Average
No
Monthly
Apartment
456
399
31
Female
123,621
Married
2
High School
Unemployed
20.232802
Rural
Premium
0
18
835
5
2020-10-11 15:21:39.105504
Average
No
Monthly
House
62