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
1,186,200
49
Female
8,078
Single
0
PhD
Employed
19.823154
Urban
Premium
0
15
751
8
2019-10-18 15:21:39.166062
Good
Yes
Daily
Apartment
577
1,186,201
38
Female
1,359
Single
1
Bachelor's
Unemployed
23.958693
Rural
Comprehensive
1
2
467
8
2023-10-02 15:21:39.155231
Average
No
Weekly
Condo
364
1,186,202
63
Male
6,988
Single
0
High School
Unemployed
38.735851
Urban
Basic
1
2
659
5
2020-07-27 15:21:39.167099
Average
Yes
Monthly
Condo
386
1,186,203
31
Male
35
Married
0
Master's
Self-Employed
3.564107
Suburban
Comprehensive
0
16
573
6
2024-02-25 15:21:39.283783
Poor
No
Daily
House
1,871
1,186,204
27
Male
23,848
Single
4
Bachelor's
Employed
17.397602
Suburban
Basic
0
0
470
3
2021-05-14 15:21:39.194829
Average
No
Rarely
Condo
78
1,186,205
48
Male
34,922
Divorced
2
PhD
Employed
11.646865
Suburban
Basic
1
6
478
6
2021-04-04 15:21:39.218388
Poor
No
Monthly
Apartment
1,748
1,186,206
54
Female
5,843
Single
3
High School
Employed
32.757071
Urban
Comprehensive
null
12
849
3
2024-06-08 15:21:39.092127
Average
Yes
Monthly
Apartment
165
1,186,207
54
Male
114
Single
0
PhD
Self-Employed
19.012074
Rural
Premium
0
3
311
3
2022-04-11 15:21:39.258696
Poor
No
Weekly
Condo
798
1,186,208
37
Female
17,109
Divorced
4
Bachelor's
Self-Employed
33.056928
Suburban
Basic
null
9
null
1
2019-08-24 15:21:39.171102
Good
No
Monthly
Condo
707
1,186,209
39
Male
47,345
Divorced
4
Master's
null
13.883362
Urban
Basic
0
12
369
1
2022-12-09 15:21:39.285112
Poor
No
Rarely
Condo
150
1,186,210
31
Female
7,890
Married
2
Bachelor's
Self-Employed
24.628775
Rural
Premium
2
9
582
8
2023-05-13 15:21:39.283783
Average
No
Weekly
Apartment
1,317
1,186,211
64
Female
57,694
Married
4
Master's
Employed
35.587979
Urban
Comprehensive
3
2
769
8
2021-06-10 15:21:39.120168
Good
No
Rarely
House
2,134
1,186,212
62
Female
19,717
Married
4
PhD
Unemployed
18.917131
Suburban
Premium
1
12
613
9
2024-05-24 15:21:39.194829
Average
Yes
Rarely
Condo
58
1,186,213
56
Male
9,082
Divorced
0
PhD
Self-Employed
30.241288
Urban
Comprehensive
0
3
790
4
2022-04-15 15:21:39.111551
Poor
Yes
Rarely
House
811
1,186,214
53
Male
26,961
Married
3
High School
Self-Employed
18.552076
Suburban
Comprehensive
0
14
725
4
2023-09-18 15:21:39.186212
Poor
Yes
Weekly
Apartment
963
1,186,215
33
Female
25,720
Divorced
0
High School
null
24.389892
Suburban
Basic
null
16
796
5
2024-03-19 15:21:39.134960
Good
Yes
Monthly
Condo
878
1,186,216
52
Female
1,328
Married
4
PhD
null
24.651227
Suburban
Premium
3
15
814
7
2023-05-22 15:21:39.274993
Good
No
Rarely
Condo
662
1,186,217
31
Female
3,354
Married
3
Master's
Employed
3.34017
Rural
Premium
2
7
459
3
2020-05-14 15:21:39.274993
Good
Yes
Weekly
House
1,174
1,186,218
41
Male
27,861
Married
3
Master's
Self-Employed
4.991503
Urban
Comprehensive
1
6
null
1
2019-12-16 15:21:39.204000
null
Yes
Rarely
House
1,105
1,186,219
20
Male
11,894
Single
2
High School
null
30.73599
Rural
Comprehensive
null
13
558
7
2023-09-03 15:21:39.237118
Poor
Yes
Daily
Apartment
860
1,186,220
29
Male
29,098
Single
2
Bachelor's
null
24.640154
Suburban
Comprehensive
1
2
null
4
2021-11-16 15:21:39.130190
Good
Yes
Monthly
Apartment
821
1,186,221
21
Male
616
Divorced
1
PhD
Unemployed
44.662501
Suburban
Comprehensive
0
7
651
1
2022-04-18 15:21:39.101733
Poor
Yes
Rarely
House
20
1,186,222
43
Male
3,142
Single
null
High School
null
26.332581
Suburban
Premium
0
5
483
7
2024-07-04 15:21:39.092127
Average
Yes
Daily
Condo
733
1,186,223
58
Female
7,094
Married
0
High School
Employed
22.845541
Suburban
Comprehensive
null
19
636
4
2021-06-25 15:21:39.134960
Good
Yes
Daily
Apartment
656
1,186,224
51
Male
4,740
Single
2
High School
Employed
26.793392
Rural
Basic
null
16
497
9
2023-09-23 15:21:39.114118
Poor
Yes
Weekly
Apartment
391
1,186,225
35
Female
55,851
Divorced
4
PhD
null
14.182856
Urban
Basic
1
17
447
8
2022-10-22 15:21:39.192212
null
No
Daily
Condo
1,223
1,186,226
38
Female
38,612
Single
null
Bachelor's
Employed
10.926845
Suburban
Basic
0
19
695
1
2023-07-11 15:21:39.231531
Good
Yes
Monthly
Apartment
2,967
1,186,227
55
Male
13,455
Single
4
Master's
null
18.737411
Rural
Premium
null
17
652
1
2023-09-16 15:21:39.219432
Average
Yes
Weekly
Apartment
1,330
1,186,228
33
Female
46,220
Married
null
High School
null
40.847362
Suburban
Basic
null
10
715
2
2020-05-31 15:21:39.173834
Poor
Yes
Daily
Apartment
776
1,186,229
31
Male
29,863
Single
3
Bachelor's
Self-Employed
39.320423
Rural
Basic
1
10
553
5
2022-07-15 15:21:39.155231
Average
Yes
Rarely
House
27
1,186,230
23
Male
24,594
Married
2
High School
Unemployed
46.894211
Suburban
Comprehensive
2
9
508
7
2024-08-11 15:21:39.230483
Average
No
Monthly
Condo
1,673
1,186,231
23
Male
null
Divorced
1
Master's
null
4.527932
Suburban
Comprehensive
null
8
453
1
2019-09-20 15:21:39.155231
Poor
No
Monthly
House
1,745
1,186,232
36
Female
6,093
Single
0
Bachelor's
Unemployed
5.588979
Urban
Basic
null
6
558
5
2022-03-15 15:21:39.261856
Poor
Yes
Weekly
Apartment
1,482
1,186,233
27
Female
1,823
Single
1
High School
null
26.072094
Rural
Premium
null
15
489
8
2021-03-06 15:21:39.246098
Poor
No
Monthly
Apartment
772
1,186,234
32
Male
12,999
Married
4
Bachelor's
null
24.480054
Suburban
Premium
0
15
598
2
2022-07-01 15:21:39.231531
Good
Yes
Rarely
House
205
1,186,235
43
Male
8,092
Single
null
Master's
null
8.887749
Rural
Basic
null
3
593
3
2022-03-20 15:21:39.134960
Good
No
Rarely
House
872
1,186,236
24
Female
61,861
Divorced
4
Bachelor's
Unemployed
37.099426
Urban
Basic
null
15
391
2
2021-01-03 15:21:39.170099
Poor
No
Rarely
Condo
2,793
1,186,237
60
Male
null
Divorced
null
Bachelor's
Employed
14.499946
Urban
Basic
null
2
null
6
2022-03-21 15:21:39.271453
Average
Yes
Rarely
House
274
1,186,238
62
Female
17,077
Divorced
3
High School
null
42.829933
Suburban
Basic
1
7
652
4
2021-07-22 15:21:39.222387
Good
No
Monthly
Apartment
1,251
1,186,239
60
Male
39,741
Single
0
Bachelor's
null
16.638953
Rural
Basic
0
15
641
9
2022-03-03 15:21:39.250151
Average
No
Daily
House
709
1,186,240
null
Male
56,633
Divorced
2
Bachelor's
Unemployed
22.835451
Urban
Comprehensive
0
14
452
1
2022-06-23 15:21:39.134960
Poor
Yes
Weekly
House
1,174
1,186,241
55
Female
382
Divorced
3
Bachelor's
Unemployed
29.430837
Urban
Comprehensive
1
16
762
3
2024-03-16 15:21:39.168099
Good
No
Daily
House
3,244
1,186,242
21
Female
5,907
Divorced
3
High School
Employed
4.412002
Suburban
Premium
0
7
410
8
2023-07-21 15:21:39.185215
null
Yes
Rarely
Apartment
835
1,186,243
63
Male
108,838
Divorced
0
High School
Employed
7.586781
Rural
Premium
1
19
null
2
2024-06-14 15:21:39.155231
Poor
No
Monthly
Apartment
381
1,186,244
54
Female
39,744
Divorced
2
Bachelor's
Employed
26.828694
Urban
Premium
1
18
493
8
2021-05-01 15:21:39.237118
Good
No
Monthly
Apartment
3,034
1,186,245
47
Female
4,182
Single
0
High School
Unemployed
25.333939
Suburban
Premium
null
9
414
6
2023-03-18 15:21:39.187211
Poor
Yes
Rarely
House
2,856
1,186,246
35
Male
1,196
Single
2
Master's
Unemployed
35.569766
Urban
Premium
4
11
404
5
2023-11-16 15:21:39.176717
Average
No
Daily
Apartment
3,434
1,186,247
43
Female
44,690
Married
3
Bachelor's
Employed
37.361046
Suburban
Comprehensive
0
15
695
1
2021-06-18 15:21:39.149731
Average
No
Weekly
House
2,353
1,186,248
21
Male
8,401
Divorced
3
Master's
null
37.725737
Urban
Basic
3
10
null
3
2020-08-28 15:21:39.186212
Good
Yes
Daily
Apartment
85
1,186,249
40
Male
48,971
Single
2
PhD
Employed
19.417627
Urban
Comprehensive
0
6
712
6
2021-01-04 15:21:39.237118
null
No
Weekly
Apartment
38
1,186,250
18
Female
111,046
Married
0
Master's
Employed
28.078278
Urban
Basic
null
1
439
1
2020-04-09 15:21:39.134960
Average
Yes
Rarely
Condo
542
1,186,251
33
Male
12,069
Married
3
Bachelor's
Employed
33.826574
Rural
Premium
0
17
598
7
2024-06-06 15:21:39.155231
Average
Yes
Daily
House
632
1,186,252
25
Male
1,005
Single
null
High School
Unemployed
18.363591
Rural
Comprehensive
null
0
641
1
2019-12-02 15:21:39.119168
Good
No
Daily
House
97
1,186,253
34
Female
62,515
Divorced
1
Master's
Self-Employed
11.551085
Rural
Premium
2
12
357
1
2022-01-20 15:21:39.211806
Poor
Yes
Monthly
Apartment
249
1,186,254
26
Female
94,982
Divorced
null
High School
Unemployed
21.957367
Urban
Comprehensive
1
1
446
8
2023-02-05 15:21:39.092127
Poor
Yes
Rarely
Condo
2,791
1,186,255
41
Male
1,706
Single
0
Bachelor's
Employed
37.993615
Urban
Basic
null
17
477
1
2022-03-03 15:21:39.237118
Poor
No
Daily
Condo
2,453
1,186,256
20
Female
1,270
Married
2
PhD
null
15.958306
Suburban
Premium
0
19
521
7
2021-03-13 15:21:39.134960
Good
Yes
Weekly
Apartment
3,366
1,186,257
64
Male
769
Married
1
Master's
Employed
null
Suburban
Premium
0
5
725
6
2019-10-11 15:21:39.264504
Good
Yes
Rarely
Condo
725
1,186,258
18
Female
2,361
null
1
Master's
Self-Employed
49.087274
Rural
Premium
0
1
635
2
2019-10-08 15:21:39.237118
Good
No
Monthly
Condo
627
1,186,259
33
Male
6,091
Single
2
Bachelor's
Unemployed
41.937486
Rural
Premium
1
7
605
2
2024-01-23 15:21:39.174719
Poor
Yes
Daily
Condo
1,032
1,186,260
21
Female
18,472
Married
3
High School
null
39.98332
Urban
Comprehensive
1
3
661
9
2019-12-11 15:21:39.174719
Good
Yes
Weekly
Condo
488
1,186,261
41
Male
22,759
Married
4
High School
Unemployed
9.481374
Suburban
Comprehensive
1
15
572
9
2021-11-15 15:21:39.271453
Poor
Yes
Monthly
Condo
1,331
1,186,262
57
Female
null
Divorced
2
PhD
Employed
32.167933
Urban
Comprehensive
null
17
824
3
2020-06-13 15:21:39.205850
Poor
No
Weekly
House
151
1,186,263
55
Male
67,852
Single
0
Master's
null
27.908603
Suburban
Premium
1
19
661
7
2022-06-09 15:21:39.183598
Poor
Yes
Monthly
Condo
220
1,186,264
27
Male
10,047
Single
3
PhD
Self-Employed
11.912967
Urban
Basic
null
18
552
4
2020-04-30 15:21:39.134960
Average
No
Daily
Condo
1,415
1,186,265
18
Female
43,435
Married
4
High School
Employed
25.912177
Rural
Basic
0
9
null
5
2021-10-01 15:21:39.192212
Average
No
Weekly
Condo
1,266
1,186,266
40
Female
null
Single
2
Master's
Unemployed
20.602883
Suburban
Basic
null
12
313
5
2024-03-21 15:21:39.223901
Poor
No
Monthly
Condo
2,061
1,186,267
52
Female
18,791
Single
2
Master's
Self-Employed
31.917777
Rural
Comprehensive
1
10
697
5
2024-06-02 15:21:39.237118
Poor
No
Monthly
Apartment
891
1,186,268
55
Male
4,833
Divorced
2
Master's
Unemployed
null
Rural
Premium
null
12
662
5
2021-07-28 15:21:39.188220
Average
Yes
Weekly
House
744
1,186,269
47
Male
4,408
Single
2
PhD
Self-Employed
43.410536
Rural
Basic
2
6
658
1
2023-03-12 15:21:39.084065
Good
No
Daily
House
765
1,186,270
42
Male
6,913
Divorced
null
Master's
null
9.560925
Urban
Basic
null
10
583
7
2023-06-30 15:21:39.104139
Average
Yes
Daily
Apartment
983
1,186,271
32
Female
null
Married
3
Master's
null
36.171315
Suburban
Basic
1
16
430
4
2021-04-29 15:21:39.289099
Poor
Yes
Weekly
Condo
381
1,186,272
63
Female
37,000
Single
3
High School
Employed
null
Suburban
Comprehensive
2
17
null
5
2019-09-11 15:21:39.134960
Poor
No
Monthly
Apartment
952
1,186,273
40
Male
35,203
Married
1
PhD
Employed
11.422627
Suburban
Premium
0
10
326
7
2024-07-20 15:21:39.170099
Average
Yes
Rarely
Apartment
1,194
1,186,274
31
Female
28,161
Divorced
2
High School
Employed
33.592694
Suburban
Basic
0
2
528
5
2023-02-01 15:21:39.191219
Average
Yes
Monthly
Condo
1,205
1,186,275
26
Female
38,931
Single
1
Bachelor's
Self-Employed
11.926311
Suburban
Comprehensive
null
2
324
6
2021-09-09 15:21:39.125660
Good
Yes
Weekly
Condo
783
1,186,276
30
Female
63,565
Married
1
Master's
null
32.273043
Rural
Comprehensive
null
9
587
9
2022-02-18 15:21:39.155231
Poor
Yes
Daily
House
150
1,186,277
61
Male
55,300
Single
2
High School
Self-Employed
31.586464
Urban
Basic
null
18
461
8
2021-03-02 15:21:39.223901
Poor
Yes
Rarely
Apartment
74
1,186,278
19
Male
27,383
Married
3
High School
null
null
Urban
Premium
2
10
685
3
2022-07-02 15:21:39.086123
Good
No
Rarely
Apartment
583
1,186,279
36
Female
7,983
Married
2
Bachelor's
null
null
Urban
Premium
0
0
581
6
2019-10-05 15:21:39.094752
Average
No
Rarely
House
1,881
1,186,280
57
Female
16,077
Divorced
3
Bachelor's
Unemployed
17.838787
Rural
Basic
0
2
431
4
2022-08-26 15:21:39.237118
Poor
No
Rarely
Apartment
548
1,186,281
34
Male
116,008
Divorced
0
PhD
null
21.785437
Rural
Basic
null
12
757
3
2022-04-02 15:21:39.129190
Average
Yes
Monthly
Apartment
219
1,186,282
56
Male
72,516
Married
null
Master's
null
25.834503
Rural
Basic
1
7
382
7
2023-07-09 15:21:39.222387
Average
No
Rarely
Condo
81
1,186,283
35
Female
25,845
Married
2
PhD
null
21.097965
Suburban
Basic
2
16
808
9
2020-12-08 15:21:39.226954
Poor
Yes
Weekly
Condo
371
1,186,284
32
Female
63,515
Single
4
Bachelor's
Unemployed
48.596666
Rural
Premium
2
4
313
5
2022-02-13 15:21:39.257696
Average
No
Monthly
Apartment
969
1,186,285
50
Female
17,086
Single
2
Bachelor's
Self-Employed
13.818676
Suburban
Comprehensive
1
16
617
7
2023-03-10 15:21:39.279729
Poor
Yes
Rarely
Condo
1,237
1,186,286
57
Female
45,354
Divorced
1
High School
Unemployed
25.836378
Suburban
Premium
3
9
437
5
2019-09-18 15:21:39.181605
Good
Yes
Daily
House
615
1,186,287
57
Male
16,789
Divorced
4
PhD
Unemployed
8.636835
Urban
Comprehensive
0
2
583
7
2022-09-08 15:21:39.190215
Average
Yes
Rarely
House
574
1,186,288
49
Female
76,482
Married
1
Master's
Employed
null
Rural
Premium
0
18
778
5
2023-03-31 15:21:39.085129
Average
Yes
Weekly
Condo
2,731
1,186,289
54
Male
10,777
Divorced
4
PhD
Employed
27.286696
Rural
Basic
0
16
498
8
2022-02-15 15:21:39.183598
Good
No
Rarely
Condo
1,440
1,186,290
45
Female
12,137
Single
null
Bachelor's
Unemployed
17.39161
Rural
Comprehensive
0
0
458
2
2023-01-07 15:21:39.286113
Average
No
Daily
Apartment
2,135
1,186,291
22
Male
3,717
Divorced
3
PhD
Self-Employed
null
Suburban
Premium
1
10
591
7
2020-08-20 15:21:39.171102
Poor
No
Rarely
Condo
25
1,186,292
45
Male
77,549
Married
1
Master's
Self-Employed
33.385878
Rural
Premium
0
8
301
1
2023-11-17 15:21:39.154008
null
No
Rarely
Apartment
1,332
1,186,293
32
Male
99,731
Married
4
Bachelor's
Employed
24.507588
Suburban
Premium
2
17
463
1
2021-02-06 15:21:39.102694
Average
No
Monthly
Apartment
203
1,186,294
50
Male
84,820
Single
1
Master's
null
34.836245
Urban
Comprehensive
1
2
null
6
2020-03-19 15:21:39.154008
Good
No
Monthly
Apartment
331
1,186,295
47
Male
38,536
Married
1
Master's
Unemployed
null
Rural
Comprehensive
null
18
537
5
2023-10-24 15:21:39.176717
Poor
No
Daily
Apartment
474
1,186,296
54
Male
91,739
Divorced
3
High School
Unemployed
18.140864
Rural
Premium
0
1
669
4
2019-09-14 15:21:39.237118
Poor
No
Monthly
Condo
312
1,186,297
25
Female
77,581
Single
2
PhD
null
50.95875
Urban
Premium
2
4
696
7
2022-05-28 15:21:39.215386
null
No
Weekly
Condo
1,101
1,186,298
33
Male
9,663
Divorced
0
Master's
null
15.56977
Suburban
Basic
1
3
696
4
2023-12-28 15:21:39.228521
Average
Yes
Weekly
Apartment
387
1,186,299
26
Female
5,872
Married
3
Bachelor's
Unemployed
15.069347
Suburban
Basic
2
12
null
1
2023-04-29 15:21:39.095696
Average
Yes
Monthly
House
329