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
1,191,200
46
Male
2,876
Married
null
PhD
null
36.141056
Urban
Basic
1
1
488
1
2020-09-13 15:21:39.093681
Poor
Yes
Weekly
Condo
1,032
1,191,201
31
Female
9,973
Single
1
Master's
null
23.756078
Rural
Premium
2
18
483
7
2021-10-15 15:21:39.280784
Poor
Yes
Weekly
Condo
1,111
1,191,202
28
Male
72,810
Divorced
3
Bachelor's
Employed
7.064162
Urban
Comprehensive
2
4
621
1
2022-07-21 15:21:39.100695
Average
No
Weekly
House
434
1,191,203
53
Female
147,961
Divorced
0
PhD
null
23.388441
Suburban
Basic
3
4
772
1
2021-07-22 15:21:39.180553
Average
No
Daily
Condo
222
1,191,204
26
Male
56,628
Divorced
1
Bachelor's
null
13.324845
Urban
Comprehensive
null
14
322
7
2022-04-22 15:21:39.220389
Good
No
Daily
Apartment
1,034
1,191,205
35
Female
38,284
Divorced
2
High School
Employed
23.322313
Urban
Comprehensive
null
4
518
4
2024-06-26 15:21:39.081504
Good
Yes
Rarely
Apartment
1,763
1,191,206
59
Male
914
Married
1
PhD
null
43.816793
Urban
Comprehensive
null
10
722
6
2021-01-22 15:21:39.151732
null
No
Weekly
Condo
572
1,191,207
26
Female
45,348
Married
null
PhD
Unemployed
12.423931
Rural
Basic
0
12
476
7
2019-12-15 15:21:39.250151
Good
Yes
Weekly
Apartment
1,524
1,191,208
63
Female
17,607
Single
null
PhD
null
19.717006
Urban
Basic
null
17
647
6
2020-07-02 15:21:39.096739
Average
Yes
Weekly
House
439
1,191,209
61
Male
70,775
Single
null
Bachelor's
null
25.958701
Urban
Comprehensive
2
11
402
3
2020-02-04 15:21:39.253660
Good
Yes
Weekly
Condo
992
1,191,210
25
Female
14,094
Divorced
1
High School
Unemployed
33.099104
Rural
Basic
null
0
null
2
2022-12-16 15:21:39.149731
Poor
No
Weekly
Condo
901
1,191,211
28
Female
29,914
Single
1
PhD
null
34.060171
Suburban
Premium
0
10
419
3
2024-07-17 15:21:39.125660
Good
Yes
Rarely
Condo
2,534
1,191,212
56
Male
25,962
Single
0
High School
Self-Employed
4.788882
Rural
Comprehensive
3
8
460
2
2022-03-10 15:21:39.237118
Good
No
Daily
House
1,068
1,191,213
41
Female
34,376
Divorced
0
PhD
null
30.143715
Urban
Comprehensive
null
14
537
3
2020-10-13 15:21:39.222387
Poor
No
Weekly
Condo
763
1,191,214
32
Female
4,417
Divorced
2
Master's
Self-Employed
12.131579
Urban
Premium
0
17
595
4
2021-04-13 15:21:39.186212
null
Yes
Weekly
Condo
855
1,191,215
32
Female
116,439
null
3
Bachelor's
null
3.172966
Rural
Comprehensive
2
17
391
8
2023-11-18 15:21:39.189223
Poor
No
Daily
Apartment
1,043
1,191,216
22
Female
107,527
Divorced
0
PhD
Unemployed
15.249324
Rural
Basic
0
0
450
6
2020-04-23 15:21:39.145732
Good
No
Daily
House
616
1,191,217
19
Female
null
Divorced
4
Master's
Employed
12.084823
Urban
Premium
null
11
423
8
2023-08-02 15:21:39.252145
null
No
Daily
House
893
1,191,218
46
Female
51,702
Single
2
PhD
Unemployed
33.446915
Suburban
Comprehensive
null
12
328
3
2020-02-21 15:21:39.260856
Good
Yes
Rarely
Apartment
783
1,191,219
41
Male
13,982
Single
3
Bachelor's
Unemployed
38.71161
Urban
Basic
null
12
709
7
2023-08-30 15:21:39.134960
Average
No
Rarely
Condo
874
1,191,220
40
Male
66,960
Divorced
0
Master's
Self-Employed
37.255712
Urban
Basic
null
11
654
3
2024-01-16 15:21:39.155231
Poor
Yes
Daily
Condo
192
1,191,221
56
Female
69,955
Single
2
Bachelor's
Self-Employed
40.25957
Rural
Comprehensive
5
8
833
7
2023-02-15 15:21:39.225916
Average
No
Monthly
Condo
2,108
1,191,222
37
Male
452
Single
3
High School
null
46.651797
Urban
Premium
3
18
403
1
2022-12-02 15:21:39.082499
Good
Yes
Rarely
Apartment
519
1,191,223
22
Male
83,498
Single
3
PhD
Employed
8.444917
Urban
Basic
1
16
498
1
2023-05-06 15:21:39.198406
Good
No
Daily
Condo
2,575
1,191,224
51
Male
18,227
Divorced
2
Bachelor's
Employed
26.865346
Suburban
Basic
0
13
661
4
2021-02-20 15:21:39.134960
Average
No
Weekly
Condo
1,033
1,191,225
60
Male
43,430
Single
2
Bachelor's
Unemployed
29.121869
Suburban
Basic
null
10
739
3
2019-09-28 15:21:39.155231
Average
Yes
Rarely
House
1,615
1,191,226
58
Male
708
Married
3
Bachelor's
null
5.275341
Suburban
Premium
0
3
489
4
2023-03-12 15:21:39.185215
Poor
Yes
Monthly
Apartment
25
1,191,227
45
Male
40,791
Divorced
4
High School
Employed
31.164926
Rural
Premium
0
12
791
8
2020-06-11 15:21:39.216387
Poor
Yes
Weekly
Condo
647
1,191,228
29
Female
8,844
Married
1
Bachelor's
Employed
49.813672
Rural
Comprehensive
3
19
null
9
2021-07-01 15:21:39.273973
Poor
No
Monthly
House
1,488
1,191,229
57
Male
121,524
Divorced
0
High School
null
45.283659
Urban
Premium
4
4
404
1
2020-01-31 15:21:39.286113
Poor
No
Daily
Condo
1,171
1,191,230
24
Female
64,865
Married
null
Bachelor's
Self-Employed
16.484008
Suburban
Comprehensive
3
19
709
9
2020-04-01 15:21:39.155231
Good
Yes
Rarely
Apartment
431
1,191,231
29
Male
61,101
Married
1
PhD
null
null
Rural
Premium
2
5
null
5
2019-12-18 15:21:39.152732
Average
Yes
Weekly
Apartment
596
1,191,232
31
Female
131,096
Married
4
PhD
Employed
null
Rural
Basic
0
4
807
5
2023-06-28 15:21:39.180553
null
No
Monthly
Condo
1,028
1,191,233
52
Female
5,768
Single
3
Bachelor's
Employed
44.738199
Suburban
Premium
0
18
516
7
2021-05-14 15:21:39.223901
Average
No
Weekly
Condo
342
1,191,234
41
Male
29,467
Married
null
High School
Unemployed
25.138219
Suburban
Premium
0
11
395
2
2023-06-30 15:21:39.226954
Good
Yes
Daily
House
576
1,191,235
19
Male
43,887
Married
null
PhD
Self-Employed
17.242071
Rural
Comprehensive
null
6
492
7
2022-08-22 15:21:39.177724
Poor
Yes
Rarely
Condo
721
1,191,236
38
Female
11,548
Single
4
Bachelor's
Self-Employed
33.433801
Urban
Comprehensive
1
2
799
5
2022-08-24 15:21:39.259788
Average
No
Monthly
House
1,383
1,191,237
45
Male
11,235
Single
0
Master's
Unemployed
18.827112
Urban
Premium
2
16
565
2
2023-03-05 15:21:39.237118
Poor
Yes
Daily
Apartment
846
1,191,238
39
Female
4,870
Married
3
PhD
null
29.845761
Urban
Basic
1
7
491
9
2023-10-03 15:21:39.094752
Poor
No
Monthly
House
468
1,191,239
64
Male
null
Divorced
1
High School
Unemployed
null
Urban
Basic
0
10
434
5
2022-07-26 15:21:39.178717
Average
Yes
Rarely
Condo
1,027
1,191,240
44
Male
126,863
Married
1
High School
Self-Employed
34.955684
Suburban
Premium
null
7
424
5
2021-03-22 15:21:39.155231
Poor
No
Rarely
Apartment
1,104
1,191,241
50
Male
9,003
Divorced
3
Bachelor's
null
14.078682
Suburban
Basic
2
0
599
8
2021-09-19 15:21:39.281787
Good
Yes
Monthly
House
587
1,191,242
18
Male
939
Divorced
1
High School
Self-Employed
37.012289
Urban
Comprehensive
0
4
473
6
2024-01-02 15:21:39.147735
null
No
Rarely
House
842
1,191,243
25
Female
141,425
Married
null
High School
Self-Employed
10.654104
Suburban
Basic
0
3
622
3
2021-04-26 15:21:39.102694
Poor
No
Rarely
House
46
1,191,244
53
Female
53,160
Divorced
0
High School
Unemployed
null
Suburban
Comprehensive
1
14
467
7
2019-10-25 15:21:39.261856
Good
No
Monthly
Condo
3,586
1,191,245
50
Male
6,875
Married
2
High School
Employed
29.829053
Rural
Premium
null
14
799
7
2023-06-16 15:21:39.134960
Average
No
Weekly
Apartment
38
1,191,246
33
Male
45,838
Single
1
High School
Unemployed
20.817451
Urban
Premium
1
4
473
4
2021-03-10 15:21:39.155231
Average
No
Monthly
House
704
1,191,247
36
Female
9,629
Single
4
PhD
Employed
49.892765
Suburban
Basic
0
11
639
4
2022-08-20 15:21:39.181605
Good
Yes
Weekly
Apartment
1,283
1,191,248
46
Male
2,818
Single
2
Master's
Self-Employed
10.816552
Urban
Basic
null
16
629
3
2021-11-03 15:21:39.182597
Good
Yes
Rarely
House
130
1,191,249
52
Female
64,848
null
4
High School
Self-Employed
47.658026
Suburban
Basic
3
9
584
8
2021-09-02 15:21:39.155231
Average
Yes
Rarely
House
1,302
1,191,250
37
Female
16,127
Married
0
Bachelor's
null
8.82474
Suburban
Comprehensive
1
3
510
2
2022-11-20 15:21:39.180553
Average
Yes
Rarely
Condo
405
1,191,251
50
Male
37,416
Married
4
Bachelor's
Unemployed
14.918873
Rural
Basic
null
1
350
8
2023-05-23 15:21:39.180553
Average
No
Daily
Apartment
576
1,191,252
22
Female
null
Married
2
High School
Employed
25.83935
Urban
Basic
2
7
441
2
2020-07-09 15:21:39.187211
Good
No
Daily
House
1,310
1,191,253
61
Male
53,780
Married
2
Master's
Employed
41.527037
Urban
Comprehensive
3
6
830
8
2022-02-22 15:21:39.151732
null
Yes
Weekly
House
1,445
1,191,254
20
Male
81,554
Married
null
PhD
Self-Employed
33.163962
Rural
Basic
3
1
453
3
2020-12-22 15:21:39.092127
Good
Yes
Rarely
Condo
761
1,191,255
48
Male
5,825
Single
3
High School
Self-Employed
15.89867
Urban
Basic
null
7
684
9
2021-11-25 15:21:39.107553
Average
Yes
Daily
Apartment
533
1,191,256
18
Male
39,244
Divorced
null
PhD
Employed
32.086173
Urban
Comprehensive
1
12
372
9
2023-06-25 15:21:39.224915
Average
No
Daily
Apartment
593
1,191,257
51
Female
43,267
Divorced
1
High School
null
20.170593
Urban
Premium
null
9
454
2
2022-05-31 15:21:39.261856
Poor
No
Weekly
House
367
1,191,258
22
Male
138,848
Divorced
4
Bachelor's
null
40.690117
Suburban
Comprehensive
1
7
509
3
2022-03-13 15:21:39.086123
null
Yes
Weekly
Apartment
1,854
1,191,259
44
Male
35,017
Divorced
1
Master's
Unemployed
51.753991
Suburban
Basic
1
4
null
8
2024-03-24 15:21:39.126661
Average
Yes
Weekly
Apartment
2,401
1,191,260
null
Female
62,613
Divorced
0
High School
Unemployed
null
Urban
Basic
1
18
723
3
2022-08-15 15:21:39.273973
Poor
No
Weekly
House
2,295
1,191,261
51
Male
29,055
Married
0
Bachelor's
Unemployed
43.164563
Suburban
Premium
1
12
null
9
2020-12-19 15:21:39.206847
Good
Yes
Rarely
Apartment
1,289
1,191,262
45
Female
14,891
Single
2
Master's
null
15.713936
Urban
Premium
null
14
678
8
2021-04-12 15:21:39.095696
Good
No
Rarely
Apartment
919
1,191,263
43
Male
11,264
Married
4
Master's
null
18.414627
Suburban
Comprehensive
0
17
322
8
2020-11-21 15:21:39.194829
Good
Yes
Rarely
House
536
1,191,264
52
Female
6,501
Divorced
3
PhD
null
19.527159
Rural
Comprehensive
1
3
517
7
2023-01-01 15:21:39.134819
Good
Yes
Monthly
Condo
237
1,191,265
30
Male
1,406
Single
3
High School
Unemployed
27.053278
Rural
Basic
1
11
324
7
2019-10-18 15:21:39.257696
Good
No
Rarely
Condo
583
1,191,266
59
Male
19,561
Single
1
Master's
null
3.797601
Urban
Basic
0
11
421
8
2021-09-08 15:21:39.117183
Average
Yes
Rarely
House
1,330
1,191,267
24
Male
4,564
Married
2
PhD
Employed
39.262857
Urban
Basic
2
5
330
2
2022-04-14 15:21:39.131192
Poor
Yes
Monthly
House
1,757
1,191,268
28
Male
35,650
Married
3
PhD
Self-Employed
6.884498
Rural
Premium
2
11
587
9
2021-12-06 15:21:39.155231
Good
Yes
Daily
Apartment
351
1,191,269
47
Male
6,058
Married
0
Master's
null
31.946508
Urban
Comprehensive
1
11
550
9
2020-02-16 15:21:39.144722
Good
No
Daily
Condo
1,032
1,191,270
42
Female
59,563
Divorced
1
PhD
Self-Employed
11.726281
Urban
Comprehensive
1
3
391
5
2022-10-25 15:21:39.120168
null
No
Monthly
Apartment
485
1,191,271
47
Male
61,359
Married
1
PhD
Unemployed
6.99697
Rural
Basic
2
8
334
2
2024-05-01 15:21:39.134960
Poor
Yes
Weekly
Condo
603
1,191,272
56
Male
23,495
Divorced
null
Master's
Employed
17.619112
Suburban
Basic
null
6
695
3
2021-01-06 15:21:39.282785
Good
No
Rarely
Condo
478
1,191,273
26
Male
41,931
Single
4
PhD
Employed
18.817678
Urban
Basic
0
15
473
8
2024-02-10 15:21:39.270454
Good
Yes
Weekly
Condo
669
1,191,274
55
Female
4,958
Divorced
2
High School
Self-Employed
7.812049
Rural
Premium
0
14
453
5
2024-06-23 15:21:39.202448
Poor
Yes
Rarely
Apartment
1,318
1,191,275
59
Male
56,022
Divorced
1
Bachelor's
Employed
28.945192
Suburban
Premium
null
6
647
1
2023-04-25 15:21:39.134960
Poor
No
Monthly
House
375
1,191,276
24
Female
5,978
Single
2
Master's
Unemployed
5.764301
Rural
Premium
1
16
646
5
2021-03-27 15:21:39.155231
null
Yes
Daily
Condo
391
1,191,277
59
Male
748
Married
2
High School
null
18.567795
Urban
Basic
0
10
447
7
2020-08-11 15:21:39.237118
Average
Yes
Rarely
Condo
1,061
1,191,278
31
Female
83,711
Married
4
High School
Unemployed
24.064507
Rural
Premium
1
6
437
9
2021-01-28 15:21:39.155231
Average
No
Monthly
Apartment
2,930
1,191,279
27
Male
48,799
Married
4
High School
Unemployed
41.944686
Suburban
Basic
3
2
543
9
2023-05-27 15:21:39.223901
null
No
Weekly
House
2,559
1,191,280
31
Male
18,097
Single
0
PhD
Unemployed
21.076701
Urban
Premium
null
6
696
3
2023-02-06 15:21:39.192212
Poor
No
Monthly
Apartment
572
1,191,281
53
Male
68,674
Divorced
3
PhD
Employed
22.130013
Rural
Comprehensive
1
17
550
6
2023-03-02 15:21:39.109552
Good
Yes
Rarely
Apartment
68
1,191,282
49
Female
20,961
Single
1
High School
Unemployed
28.871124
Urban
Comprehensive
2
1
807
2
2021-11-11 15:21:39.202448
Poor
No
Monthly
Condo
715
1,191,283
33
Male
82,324
Divorced
null
Bachelor's
Employed
11.255512
Suburban
Basic
0
14
466
6
2023-02-18 15:21:39.080440
null
Yes
Weekly
Condo
29
1,191,284
45
Male
20,683
Married
0
Bachelor's
Self-Employed
13.376655
Rural
Comprehensive
1
8
692
6
2020-08-17 15:21:39.187211
null
Yes
Daily
Apartment
35
1,191,285
53
Female
24,297
Divorced
0
Bachelor's
Self-Employed
29.936153
Rural
Basic
0
11
591
4
2021-06-12 15:21:39.236064
Poor
Yes
Weekly
House
282
1,191,286
53
Female
64,982
Married
3
Master's
Employed
29.243425
Suburban
Comprehensive
null
14
472
3
2020-11-15 15:21:39.155231
Average
Yes
Weekly
House
130
1,191,287
22
Female
36,015
Divorced
1
Bachelor's
Employed
9.033799
Rural
Basic
null
15
578
2
2023-03-04 15:21:39.206847
Poor
Yes
Daily
Condo
874
1,191,288
40
Female
3,925
Married
3
Master's
null
40.141717
Rural
Premium
null
10
743
6
2020-12-16 15:21:39.237118
null
No
Rarely
House
488
1,191,289
44
Male
6,929
Married
3
Bachelor's
Unemployed
37.958147
Suburban
Basic
null
1
693
5
2021-08-11 15:21:39.226954
Poor
No
Monthly
Condo
1,470
1,191,290
24
Female
2,906
Divorced
0
High School
Unemployed
46.551709
Rural
Premium
3
10
807
6
2023-07-25 15:21:39.259788
Average
Yes
Rarely
House
1,053
1,191,291
21
Female
1,480
Single
3
Bachelor's
null
27.991335
Rural
Basic
null
18
803
4
2024-05-20 15:21:39.237118
Good
Yes
Weekly
House
407
1,191,292
40
Female
2,412
Divorced
4
Bachelor's
Self-Employed
16.891434
Rural
Comprehensive
1
0
373
2
2024-08-07 15:21:39.226954
Poor
Yes
Monthly
Apartment
1,361
1,191,293
39
Male
103,548
Divorced
3
PhD
Self-Employed
9.907902
Suburban
Comprehensive
2
11
687
4
2020-02-23 15:21:39.199447
Good
No
Monthly
Condo
2,349
1,191,294
60
Male
6,897
Married
3
Master's
null
32.958279
Suburban
Comprehensive
1
16
517
7
2023-12-14 15:21:39.109552
Average
No
Rarely
House
1,668
1,191,295
23
Female
100,457
Single
4
Bachelor's
null
34.136974
Urban
Basic
1
8
565
4
2023-12-27 15:21:39.155231
Average
No
Weekly
Apartment
354
1,191,296
57
Female
39,460
null
0
Bachelor's
null
14.560922
Rural
Premium
null
12
752
3
2022-08-11 15:21:39.144722
Poor
Yes
Daily
Condo
612
1,191,297
25
Male
5,907
Single
4
Master's
Unemployed
40.611583
Rural
Basic
1
17
845
5
2023-12-03 15:21:39.146733
Good
Yes
Daily
Apartment
1,519
1,191,298
44
Female
1,557
Married
3
Master's
Employed
15.755075
Suburban
Premium
null
18
482
3
2023-08-19 15:21:39.273973
null
Yes
Rarely
Apartment
40
1,191,299
20
Male
81,822
Married
3
PhD
Unemployed
22.719258
Rural
Basic
2
5
498
4
2019-08-25 15:21:39.236064
Average
No
Weekly
Condo
3,472