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
1,198,200
62
Female
46,217
Married
0
PhD
Unemployed
29.547237
Rural
Basic
2
3
476
2
2023-06-29 15:21:39.184157
Good
Yes
Monthly
Condo
1,622
1,198,201
22
Male
14,894
Married
1
High School
Self-Employed
33.009637
Rural
Premium
0
4
532
4
2023-11-24 15:21:39.149731
Poor
Yes
Weekly
House
1,639
1,198,202
18
Male
18,405
Divorced
1
Bachelor's
Self-Employed
27.314329
Urban
Basic
0
17
775
5
2021-01-16 15:21:39.146733
Good
No
Weekly
House
832
1,198,203
61
Female
66,593
Married
1
High School
null
51.539169
Suburban
Premium
1
2
564
2
2024-04-27 15:21:39.221386
Poor
No
Weekly
House
2,416
1,198,204
27
Male
697
Married
3
PhD
null
34.913417
Urban
Basic
0
17
464
7
2022-12-08 15:21:39.237118
Average
No
Rarely
Apartment
523
1,198,205
45
Male
43,485
Divorced
1
Bachelor's
Self-Employed
null
Urban
Basic
null
7
709
2
2020-08-14 15:21:39.134960
Good
Yes
Rarely
Apartment
907
1,198,206
59
Male
18,455
Divorced
null
PhD
Self-Employed
29.095017
Rural
Premium
null
15
462
9
2020-08-25 15:21:39.086123
Average
Yes
Daily
Apartment
1,781
1,198,207
32
Female
33,213
Single
2
High School
Unemployed
26.715248
Urban
Premium
0
15
582
2
2021-04-20 15:21:39.186212
Average
No
Daily
Condo
200
1,198,208
49
Female
9,072
Married
0
Bachelor's
null
null
Suburban
Comprehensive
1
18
775
6
2023-10-02 15:21:39.176717
Good
Yes
Rarely
Condo
548
1,198,209
22
Female
72,516
Married
1
High School
null
18.87224
Rural
Premium
null
0
468
5
2023-01-05 15:21:39.258696
Average
No
Weekly
Condo
365
1,198,210
52
Female
1,324
Divorced
2
High School
Employed
13.744125
Rural
Premium
2
14
621
3
2020-01-23 15:21:39.143708
Average
Yes
Daily
House
719
1,198,211
30
Female
3,694
Divorced
4
Master's
null
34.133724
Suburban
Premium
2
7
691
1
2021-08-07 15:21:39.253660
Poor
No
Rarely
Apartment
3,750
1,198,212
33
Male
29,173
Single
4
Master's
Employed
49.881904
Suburban
Premium
2
13
382
9
2020-12-13 15:21:39.272456
Poor
Yes
Rarely
Condo
1,566
1,198,213
21
Male
29,097
Divorced
3
Bachelor's
Unemployed
26.928345
Urban
Premium
1
16
364
7
2022-06-20 15:21:39.233998
Poor
Yes
Daily
Apartment
518
1,198,214
35
Female
46,798
Single
1
PhD
Self-Employed
23.284066
Rural
Comprehensive
1
13
547
4
2020-02-29 15:21:39.176717
Average
Yes
Rarely
Condo
119
1,198,215
40
Male
18,199
Married
3
Master's
Unemployed
46.335129
Rural
Premium
null
8
478
4
2021-04-18 15:21:39.134960
Poor
Yes
Rarely
Condo
473
1,198,216
61
Female
50,574
Married
null
High School
Unemployed
13.084897
Suburban
Comprehensive
0
10
436
7
2021-05-20 15:21:39.237118
null
No
Rarely
Apartment
2,033
1,198,217
19
Male
91,824
Married
2
Bachelor's
null
14.396027
Suburban
Comprehensive
1
0
437
7
2020-07-30 15:21:39.155231
Poor
No
Weekly
Condo
602
1,198,218
34
Female
44,633
Divorced
4
PhD
Unemployed
11.232708
Rural
Premium
1
5
null
5
2019-11-03 15:21:39.130190
Good
No
Daily
House
1,812
1,198,219
32
Female
62,284
Single
1
Master's
null
9.926655
Rural
Premium
null
5
846
5
2021-12-19 15:21:39.155231
Average
No
Daily
Condo
405
1,198,220
27
Male
769
Single
2
PhD
Unemployed
14.874143
Urban
Basic
0
11
652
6
2024-04-08 15:21:39.186212
Good
Yes
Daily
House
120
1,198,221
28
Male
23,863
Divorced
0
Master's
Employed
9.568828
Urban
Premium
null
18
685
7
2022-02-04 15:21:39.180553
Average
No
Rarely
House
691
1,198,222
45
Female
6,848
Married
3
PhD
Self-Employed
33.836351
Urban
Comprehensive
null
16
634
9
2022-04-11 15:21:39.150730
Poor
No
Rarely
House
160
1,198,223
36
Male
7,073
Divorced
3
Master's
Employed
13.94728
Suburban
Comprehensive
0
13
551
2
2020-04-02 15:21:39.250151
Poor
No
Daily
Condo
34
1,198,224
55
Male
20,805
Married
1
Master's
null
30.929756
Rural
Premium
2
8
406
4
2021-05-28 15:21:39.134960
Poor
No
Rarely
Condo
1,157
1,198,225
44
Female
85,720
Divorced
null
PhD
null
40.682331
Suburban
Comprehensive
0
16
364
6
2020-07-27 15:21:39.177724
Poor
No
Weekly
Condo
1,069
1,198,226
35
Male
15,139
Single
1
High School
null
12.957748
Urban
Comprehensive
2
12
668
7
2022-05-19 15:21:39.251142
Good
No
Rarely
House
34
1,198,227
54
Male
16,076
Single
1
Bachelor's
null
15.965191
Rural
Comprehensive
null
13
775
9
2021-11-17 15:21:39.192212
Average
No
Monthly
Condo
963
1,198,228
56
Female
29,685
Married
2
Bachelor's
Unemployed
5.020194
Rural
Premium
null
2
null
5
2019-11-10 15:21:39.134960
Poor
No
Weekly
Condo
1,552
1,198,229
27
Male
10,961
Divorced
1
Bachelor's
Self-Employed
25.055516
Urban
Comprehensive
null
0
772
7
2020-04-15 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,094
1,198,230
62
Female
null
Married
0
High School
null
9.816196
Rural
Premium
0
13
396
7
2023-01-13 15:21:39.106582
Poor
No
Daily
Apartment
469
1,198,231
36
Male
52,692
Married
1
Bachelor's
null
24.86817
Rural
Comprehensive
null
14
433
9
2022-06-19 15:21:39.204790
Poor
Yes
Daily
Apartment
2,378
1,198,232
40
Male
4,973
Single
null
High School
Unemployed
9.181577
Urban
Basic
null
19
311
2
2020-08-19 15:21:39.267454
Average
No
Daily
Apartment
468
1,198,233
23
Male
3,860
Married
2
Bachelor's
null
45.357789
Rural
Basic
2
11
695
5
2020-05-13 15:21:39.287115
Average
Yes
Monthly
Apartment
609
1,198,234
23
Male
39,752
Single
0
PhD
Unemployed
15.533937
Suburban
Basic
1
11
null
4
2023-05-05 15:21:39.144722
Poor
Yes
Daily
Condo
1,713
1,198,235
21
Female
26,348
Single
0
Bachelor's
Self-Employed
35.7884
Rural
Basic
1
13
562
2
2020-06-02 15:21:39.147735
Average
Yes
Weekly
Condo
531
1,198,236
35
Male
36,316
Married
1
Bachelor's
null
24.638624
Rural
Basic
2
6
495
1
2022-11-08 15:21:39.261856
Poor
Yes
Monthly
Condo
735
1,198,237
21
Male
15,504
Married
3
PhD
Employed
21.638549
Urban
Basic
0
1
849
1
2023-01-23 15:21:39.096739
Average
No
Monthly
House
489
1,198,238
64
Male
16,170
Married
1
Master's
Employed
33.097336
Urban
Comprehensive
1
17
790
8
2021-09-06 15:21:39.237118
Average
No
Monthly
House
622
1,198,239
57
Male
914
Single
0
Bachelor's
null
25.818204
Rural
Comprehensive
null
1
439
2
2022-09-24 15:21:39.134960
Average
Yes
Monthly
House
646
1,198,240
28
Female
42,743
Divorced
null
PhD
Employed
23.335736
Rural
Premium
1
13
507
3
2020-09-15 15:21:39.224915
Average
Yes
Monthly
Condo
277
1,198,241
59
Female
null
Divorced
2
Master's
Unemployed
43.14458
Suburban
Comprehensive
0
13
381
8
2021-03-23 15:21:39.176717
Poor
Yes
Weekly
Condo
961
1,198,242
47
Male
20,705
Divorced
3
High School
Employed
38.077302
Suburban
Comprehensive
4
3
705
5
2022-04-26 15:21:39.244069
Good
Yes
Monthly
Apartment
2,141
1,198,243
33
Female
3,189
Divorced
0
Master's
Unemployed
null
Suburban
Basic
1
8
684
1
2023-09-08 15:21:39.134960
Average
No
Monthly
Condo
1,499
1,198,244
51
Male
16,861
Single
4
Bachelor's
Self-Employed
28.362584
Rural
Comprehensive
1
2
828
4
2020-02-06 15:21:39.237118
Good
Yes
Weekly
Condo
33
1,198,245
29
Female
28,984
Single
1
Bachelor's
Unemployed
10.127092
Urban
Comprehensive
2
1
584
5
2023-11-05 15:21:39.109552
Average
Yes
Rarely
Apartment
1,086
1,198,246
36
Male
869
null
3
Master's
Unemployed
9.897989
Urban
Premium
2
8
553
5
2020-02-27 15:21:39.229482
Good
No
Weekly
Apartment
739
1,198,247
54
Female
104,417
Single
4
PhD
Self-Employed
9.582174
Rural
Basic
1
12
385
3
2019-10-11 15:21:39.192212
Poor
No
Weekly
Apartment
4,150
1,198,248
45
Male
43,934
Divorced
3
Bachelor's
Employed
28.887946
Suburban
Premium
null
0
461
8
2023-04-13 15:21:39.198406
Average
Yes
Daily
House
495
1,198,249
28
Male
16,764
Single
null
High School
null
19.15115
Suburban
Basic
0
2
495
9
2023-09-06 15:21:39.244069
Good
No
Monthly
House
398
1,198,250
32
Male
5,935
Married
2
Bachelor's
Unemployed
49.054769
Urban
Basic
null
1
560
9
2021-03-16 15:21:39.270454
Poor
Yes
Daily
Condo
1,314
1,198,251
64
Female
23,891
Divorced
4
Master's
Employed
11.267869
Rural
Comprehensive
1
1
702
3
2022-06-23 15:21:39.230483
Good
Yes
Rarely
House
2,658
1,198,252
54
Male
17,553
Single
1
High School
null
39.813243
Suburban
Comprehensive
1
0
328
2
2020-04-07 15:21:39.134960
Good
Yes
Daily
Condo
1,175
1,198,253
30
Female
36,376
Single
null
PhD
Self-Employed
32.002046
Suburban
Comprehensive
null
19
573
7
2023-07-19 15:21:39.176717
null
Yes
Weekly
Condo
1,501
1,198,254
52
Female
3,274
Divorced
1
Bachelor's
Self-Employed
18.906808
Urban
Premium
3
4
727
8
2021-08-06 15:21:39.237118
Good
Yes
Weekly
Condo
348
1,198,255
31
Female
627
Single
2
High School
Employed
null
Urban
Comprehensive
null
1
592
8
2020-12-31 15:21:39.170099
Good
No
Rarely
Condo
906
1,198,256
21
Female
121,707
Single
0
Bachelor's
Self-Employed
50.828528
Urban
Basic
1
6
578
5
2020-01-26 15:21:39.144722
Good
No
Daily
House
4,930
1,198,257
21
Female
142,373
Single
3
PhD
Unemployed
8.818566
Rural
Basic
2
10
398
9
2023-05-26 15:21:39.132191
Good
Yes
Weekly
House
921
1,198,258
53
Male
24,791
Divorced
1
Bachelor's
Self-Employed
9.553739
Urban
Basic
0
8
584
2
2022-09-25 15:21:39.134960
Good
Yes
Daily
House
22
1,198,259
41
Female
29,467
Divorced
null
Master's
null
16.608923
Rural
Comprehensive
1
13
null
1
2021-02-19 15:21:39.086123
Good
Yes
Weekly
Condo
1,010
1,198,260
49
Female
64,511
Divorced
4
Master's
Self-Employed
42.631014
Suburban
Premium
1
9
394
3
2023-07-03 15:21:39.261856
Average
Yes
Rarely
House
29
1,198,261
46
Male
16,408
Divorced
0
Master's
Self-Employed
25.898603
Rural
Comprehensive
2
3
711
1
2021-06-15 15:21:39.132191
null
No
Daily
House
1,215
1,198,262
35
Female
730
Single
4
Bachelor's
Unemployed
null
Suburban
Basic
0
6
328
6
2023-02-26 15:21:39.176717
Average
No
Monthly
Condo
1,314
1,198,263
28
Female
80,585
Single
2
High School
Self-Employed
41.125802
Suburban
Basic
1
19
437
5
2024-01-13 15:21:39.134960
Good
No
Daily
Apartment
590
1,198,264
51
Male
17,227
Married
1
PhD
null
34.384732
Urban
Premium
2
15
568
1
2021-04-01 15:21:39.132191
Poor
No
Rarely
Condo
1,209
1,198,265
19
Male
579
Single
2
PhD
Self-Employed
20.967873
Urban
Premium
1
2
390
3
2023-04-15 15:21:39.080440
Poor
Yes
Monthly
House
1,706
1,198,266
51
Female
1,389
Married
1
PhD
null
21.816091
Suburban
Comprehensive
1
9
459
7
2022-10-19 15:21:39.087123
Good
No
Weekly
Condo
761
1,198,267
37
Male
1,457
Single
3
PhD
null
19.844159
Rural
Basic
null
4
401
6
2021-04-08 15:21:39.112553
Good
Yes
Rarely
Condo
1,148
1,198,268
50
Female
46,216
Single
4
Bachelor's
Unemployed
47.729813
Suburban
Basic
null
17
648
8
2021-11-23 15:21:39.146733
Good
No
Weekly
Apartment
1,093
1,198,269
58
Male
14,184
Divorced
2
Master's
Employed
15.716782
Suburban
Premium
null
3
848
2
2024-02-17 15:21:39.172097
Poor
No
Rarely
Apartment
1,720
1,198,270
32
Female
10,719
Divorced
2
PhD
null
5.506855
Rural
Basic
0
10
null
8
2021-09-22 15:21:39.168099
Average
Yes
Weekly
House
437
1,198,271
34
Female
26,604
Divorced
1
Master's
Unemployed
22.924995
Urban
Basic
1
1
null
1
2023-05-13 15:21:39.171102
Good
Yes
Monthly
Apartment
564
1,198,272
36
Female
44,942
Married
2
PhD
Employed
null
Urban
Premium
3
8
677
1
2019-11-30 15:21:39.290098
Good
No
Daily
Apartment
932
1,198,273
45
Female
96,418
Single
null
Bachelor's
Unemployed
3.93666
Suburban
Comprehensive
1
0
437
9
2024-02-17 15:21:39.192212
Poor
Yes
Daily
Apartment
1,320
1,198,274
33
Male
15,862
Divorced
4
Master's
Unemployed
24.977261
Rural
Basic
null
10
674
6
2019-12-27 15:21:39.143708
Good
Yes
Weekly
Condo
462
1,198,275
37
Male
16,982
Single
4
High School
Employed
44.4188
Urban
Basic
null
9
555
9
2024-01-02 15:21:39.225916
Average
Yes
Rarely
Condo
1,185
1,198,276
18
Female
5,894
Single
null
Bachelor's
null
28.852187
Urban
Basic
1
9
786
3
2020-05-06 15:21:39.182597
Good
Yes
Weekly
Apartment
1,705
1,198,277
25
Male
46,409
Divorced
4
High School
null
5.838735
Rural
Premium
3
1
666
8
2024-03-23 15:21:39.176717
Poor
No
Daily
House
607
1,198,278
57
Female
14,071
Married
null
Bachelor's
Unemployed
27.483122
Urban
Premium
0
4
705
8
2024-02-07 15:21:39.180553
null
Yes
Daily
Apartment
966
1,198,279
37
Male
47,892
Single
0
PhD
Employed
10.78394
Suburban
Basic
2
9
403
4
2022-03-08 15:21:39.123711
Good
Yes
Rarely
Apartment
2,126
1,198,280
47
Male
96,545
Single
0
Bachelor's
null
37.624024
Rural
Premium
null
7
349
3
2020-04-11 15:21:39.149731
Poor
Yes
Monthly
House
1,808
1,198,281
25
Male
124,432
Single
0
PhD
null
24.849262
Urban
Comprehensive
2
14
306
9
2021-03-31 15:21:39.217387
Average
No
Weekly
Apartment
306
1,198,282
58
Male
1,408
Single
0
Master's
Employed
10.981115
Urban
Comprehensive
0
13
438
1
2023-04-18 15:21:39.155231
Good
No
Monthly
Apartment
1,773
1,198,283
53
Female
21,636
Single
null
Master's
Unemployed
12.969635
Urban
Basic
1
1
767
7
2024-04-26 15:21:39.120168
Average
No
Daily
Condo
827
1,198,284
null
Male
5,544
Divorced
1
High School
null
9.052509
Rural
Basic
0
1
713
4
2019-11-11 15:21:39.223901
Average
Yes
Rarely
House
940
1,198,285
54
Female
132,639
Single
1
Master's
Unemployed
27.914583
Urban
Premium
0
5
498
6
2020-10-14 15:21:39.083497
Poor
Yes
Monthly
Apartment
150
1,198,286
20
Male
13,914
Single
3
Master's
Employed
4.86979
Rural
Basic
null
3
null
2
2023-03-17 15:21:39.244069
Poor
Yes
Weekly
Condo
1,498
1,198,287
45
Female
11,860
Divorced
1
Bachelor's
Employed
34.4859
Suburban
Premium
0
3
null
6
2023-02-26 15:21:39.119168
Average
No
Rarely
Apartment
370
1,198,288
28
Male
29,310
Married
2
Bachelor's
Unemployed
19.2057
Suburban
Comprehensive
1
13
548
8
2023-01-06 15:21:39.155231
Good
No
Monthly
Condo
588
1,198,289
51
Female
106,638
Single
3
PhD
null
38.003737
Rural
Basic
null
17
330
8
2023-10-16 15:21:39.173834
Average
Yes
Weekly
House
1,053
1,198,290
57
Female
8,074
Single
3
PhD
Employed
26.571558
Suburban
Comprehensive
null
13
770
7
2023-02-06 15:21:39.080440
Average
No
Weekly
Apartment
536
1,198,291
41
Male
29,316
Single
1
PhD
Employed
14.982368
Urban
Basic
2
0
null
2
2023-04-18 15:21:39.237118
Average
Yes
Rarely
House
964
1,198,292
null
Male
34,624
Married
2
Bachelor's
null
40.012665
Urban
Premium
0
18
451
3
2024-08-02 15:21:39.237118
Good
No
Daily
House
1,542
1,198,293
54
Female
4,710
Married
4
PhD
Employed
21.054254
Urban
Premium
0
15
736
8
2019-08-21 15:21:39.213373
Poor
Yes
Weekly
House
93
1,198,294
36
Male
134,832
Married
4
PhD
Employed
45.758546
Urban
Basic
2
7
659
6
2020-10-18 15:21:39.252145
Good
Yes
Weekly
Condo
2,830
1,198,295
36
Male
4,788
Divorced
4
Bachelor's
Self-Employed
9.192974
Suburban
Comprehensive
1
6
302
8
2023-01-15 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,678
1,198,296
42
Male
2,492
Single
0
Master's
null
45.702798
Rural
Premium
2
15
707
5
2023-12-21 15:21:39.222387
Poor
No
Weekly
Condo
586
1,198,297
48
Female
1,488
Married
4
Bachelor's
Self-Employed
17.471394
Suburban
Basic
2
7
436
4
2021-07-09 15:21:39.147735
Poor
No
Daily
Condo
817
1,198,298
36
Male
142,911
Married
null
PhD
Unemployed
null
Urban
Comprehensive
1
3
495
3
2021-07-03 15:21:39.205850
Poor
Yes
Weekly
Apartment
871
1,198,299
58
Male
14,961
Married
null
PhD
Employed
10.097443
Suburban
Premium
1
4
null
3
2022-01-06 15:21:39.171102
Average
Yes
Monthly
Apartment
635