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
36,200
19
Female
17,608
Married
4
Master's
Employed
24.734978
Rural
Comprehensive
null
10
398
1
2022-05-30 15:21:39.171102
Poor
No
Rarely
Apartment
731
36,201
36
Male
29,102
Single
1
PhD
Unemployed
39.706778
Rural
Comprehensive
0
4
845
4
2023-03-21 15:21:39.187211
Average
Yes
Monthly
Apartment
568
36,202
35
Male
45,965
Single
0
PhD
Self-Employed
29.391281
Suburban
Comprehensive
0
9
558
5
2023-06-05 15:21:39.114118
Average
No
Rarely
Apartment
524
36,203
51
Male
10,536
Divorced
1
High School
Unemployed
16.13821
Suburban
Comprehensive
0
16
590
8
2022-12-15 15:21:39.134960
Good
Yes
Monthly
House
871
36,204
32
Female
3,811
Married
2
Master's
Employed
21.329728
Rural
Comprehensive
0
1
405
2
2021-12-10 15:21:39.230483
Good
No
Rarely
House
563
36,205
40
Male
7,913
Married
null
Master's
null
21.859604
Suburban
Comprehensive
0
14
492
5
2023-12-27 15:21:39.251142
Poor
Yes
Monthly
Condo
20
36,206
58
Female
81,898
Single
null
Master's
Self-Employed
48.076642
Urban
Premium
2
4
832
2
2019-09-15 15:21:39.094752
null
No
Rarely
Apartment
1,808
36,207
58
Male
3,017
Single
null
PhD
null
35.771658
Rural
Premium
0
7
null
5
2023-11-21 15:21:39.123711
Good
Yes
Rarely
Apartment
183
36,208
18
Male
4,842
Married
3
High School
null
11.442946
Rural
Premium
1
17
326
6
2020-08-10 15:21:39.208842
Average
No
Rarely
House
1,531
36,209
58
Male
16,339
Married
2
Bachelor's
Employed
6.039311
Suburban
Basic
3
16
null
4
2020-04-12 15:21:39.134960
Poor
Yes
Daily
House
2,295
36,210
38
Female
11,408
Married
null
PhD
Unemployed
33.376319
Rural
Basic
1
1
708
1
2020-11-05 15:21:39.124659
Poor
No
Rarely
Apartment
1,253
36,211
64
Male
147,738
Married
null
Bachelor's
Unemployed
8.069074
Rural
Basic
0
17
813
4
2020-06-01 15:21:39.121169
Good
Yes
Weekly
Apartment
400
36,212
43
Female
1,369
Married
2
PhD
Self-Employed
null
Rural
Basic
0
3
824
2
2022-02-15 15:21:39.155231
Average
No
Daily
House
39
36,213
34
Male
46,305
Single
0
Bachelor's
null
20.929796
Suburban
Premium
1
4
833
5
2021-12-19 15:21:39.259788
null
No
Weekly
Apartment
281
36,214
55
Male
39,204
Divorced
4
High School
Unemployed
43.625446
Rural
Basic
null
2
700
6
2021-09-29 15:21:39.177724
Average
Yes
Monthly
Apartment
2,139
36,215
45
Female
7,396
Divorced
3
Master's
null
4.722632
Suburban
Premium
null
7
364
6
2022-04-11 15:21:39.274993
Good
No
Monthly
Condo
751
36,216
37
Male
16,003
Married
0
Master's
Unemployed
null
Suburban
Basic
0
7
734
6
2019-12-03 15:21:39.176717
Good
Yes
Rarely
Condo
1,231
36,217
33
Female
45,320
Married
2
PhD
Self-Employed
31.869041
Urban
Comprehensive
2
6
587
1
2023-09-23 15:21:39.114118
Good
Yes
Rarely
House
1,581
36,218
19
Female
748
Single
1
Bachelor's
null
null
Suburban
Basic
2
19
765
9
2022-08-30 15:21:39.155231
Good
No
Monthly
Condo
582
36,219
33
Male
60,566
Divorced
0
PhD
Unemployed
14.908956
Rural
Premium
null
14
664
1
2022-10-19 15:21:39.263607
Average
Yes
Rarely
Condo
381
36,220
27
Male
40,318
Married
0
Master's
Unemployed
29.781682
Rural
Comprehensive
3
6
698
6
2022-03-03 15:21:39.119168
Good
No
Rarely
House
2,047
36,221
46
Male
35,796
Single
0
PhD
null
null
Suburban
Basic
null
8
635
7
2021-06-07 15:21:39.155231
Poor
No
Weekly
House
874
36,222
48
Female
12,053
Single
2
Master's
Self-Employed
9.722208
Urban
Comprehensive
null
15
773
9
2020-04-30 15:21:39.084065
Good
No
Monthly
Apartment
212
36,223
60
Male
26,804
Married
1
Master's
Unemployed
20.92365
Suburban
Basic
1
14
839
9
2020-09-27 15:21:39.273973
Average
No
Monthly
House
1,142
36,224
50
Male
32,491
Married
null
Master's
Unemployed
27.945502
Urban
Basic
1
5
709
1
2019-08-23 15:21:39.123711
Poor
Yes
Weekly
House
1,001
36,225
57
Female
42,021
Single
4
Bachelor's
Unemployed
15.926777
Rural
Comprehensive
2
6
null
9
2019-12-15 15:21:39.197445
Average
No
Daily
Apartment
2,133
36,226
39
Male
null
Single
2
Bachelor's
Employed
24.819604
Rural
Comprehensive
0
1
372
3
2019-11-21 15:21:39.104139
Average
Yes
Weekly
Condo
41
36,227
36
Female
7,905
Married
1
Master's
null
20.317526
Urban
Comprehensive
0
0
516
5
2023-06-02 15:21:39.132191
Average
No
Monthly
House
473
36,228
36
Female
5,243
Divorced
4
Bachelor's
Unemployed
4.937759
Urban
Comprehensive
null
2
436
2
2024-04-12 15:21:39.249100
Good
Yes
Monthly
House
446
36,229
59
Female
10,015
Divorced
0
Bachelor's
Self-Employed
18.817996
Suburban
Comprehensive
1
9
434
8
2020-01-01 15:21:39.102694
Average
Yes
Rarely
House
1,806
36,230
22
Male
33,409
Divorced
4
PhD
Employed
21.373039
Suburban
Comprehensive
null
4
581
5
2020-07-20 15:21:39.081504
null
No
Rarely
House
1,479
36,231
34
Female
59,611
Single
4
Bachelor's
null
32.735222
Suburban
Comprehensive
0
8
469
1
2023-05-14 15:21:39.198406
Average
Yes
Monthly
Condo
1,883
36,232
33
Female
72,771
Married
0
High School
Employed
25.271439
Rural
Comprehensive
2
6
null
2
2023-03-31 15:21:39.172097
Good
No
Daily
House
1,836
36,233
62
Male
59,801
Single
1
PhD
Self-Employed
20.749501
Urban
Basic
2
3
711
4
2020-12-06 15:21:39.091080
Good
Yes
Weekly
Condo
101
36,234
20
Female
17,375
Single
1
Master's
null
15.844228
Suburban
Premium
1
5
null
9
2019-11-19 15:21:39.186212
Average
Yes
Rarely
Apartment
2,659
36,235
54
Male
839
Single
2
High School
Unemployed
27.908467
Rural
Premium
1
1
508
7
2020-10-06 15:21:39.134960
Average
Yes
Daily
Apartment
553
36,236
62
Male
16,084
Married
4
Master's
null
40.024524
Urban
Premium
null
11
394
3
2022-11-01 15:21:39.187211
Good
No
Daily
Apartment
622
36,237
27
Female
67,731
Divorced
4
High School
null
null
Suburban
Basic
0
14
479
3
2020-04-10 15:21:39.257696
Good
Yes
Daily
House
2,918
36,238
37
Male
90,617
Single
3
Bachelor's
Self-Employed
18.915854
Rural
Comprehensive
0
3
763
8
2024-08-03 15:21:39.115178
Good
No
Rarely
Apartment
415
36,239
50
Male
74,961
Married
3
Bachelor's
null
21.55494
Suburban
Basic
null
8
831
5
2019-09-08 15:21:39.134960
Average
No
Daily
Apartment
2,054
36,240
37
Male
8,098
Married
4
PhD
null
45.567577
Rural
Comprehensive
0
9
840
5
2021-11-03 15:21:39.264504
Average
Yes
Weekly
House
118
36,241
49
Female
44,590
Married
1
Master's
Employed
19.919199
Rural
Premium
1
6
747
1
2024-02-24 15:21:39.285112
Poor
Yes
Weekly
Condo
3,613
36,242
20
Female
17,492
Divorced
4
High School
Employed
25.824474
Urban
Comprehensive
null
12
503
5
2021-11-28 15:21:39.134960
Good
Yes
Monthly
Condo
698
36,243
56
Male
43,949
Single
1
Bachelor's
Employed
8.182755
Rural
Comprehensive
0
12
459
3
2019-11-18 15:21:39.230483
Poor
Yes
Rarely
Condo
854
36,244
19
Male
45,674
Single
null
Bachelor's
Unemployed
23.873203
Rural
Premium
1
8
null
2
2020-12-08 15:21:39.252145
Poor
Yes
Rarely
House
984
36,245
38
Male
61,352
Divorced
4
Bachelor's
null
11.01243
Suburban
Basic
1
10
848
4
2022-10-15 15:21:39.254678
Poor
Yes
Monthly
House
130
36,246
38
Female
13,983
Single
1
Bachelor's
null
31.715603
Suburban
Comprehensive
1
14
756
4
2021-03-01 15:21:39.272456
Poor
Yes
Weekly
Condo
571
36,247
27
Female
6,224
Divorced
4
Bachelor's
Unemployed
10.345068
Urban
Premium
0
11
771
2
2020-11-22 15:21:39.250151
Good
No
Rarely
Condo
41
36,248
62
Female
35,152
Married
null
High School
null
22.839304
Urban
Premium
1
17
749
2
2020-05-21 15:21:39.134960
Poor
Yes
Rarely
House
1,952
36,249
39
Male
31,596
Married
4
Bachelor's
Employed
36.038579
Rural
Comprehensive
2
9
384
9
2019-08-25 15:21:39.270454
Average
No
Weekly
House
910
36,250
62
Male
37,311
Divorced
3
PhD
null
13.058609
Urban
Basic
0
7
693
2
2021-01-09 15:21:39.223901
Good
Yes
Weekly
Condo
1,307
36,251
54
Female
142,987
Married
1
High School
Self-Employed
14.824494
Rural
Comprehensive
2
3
501
7
2022-09-27 15:21:39.281787
Good
Yes
Daily
Apartment
1,621
36,252
21
Male
5,933
Single
1
Master's
null
31.077095
Suburban
Basic
0
11
734
2
2023-03-12 15:21:39.174719
Good
No
Monthly
Apartment
2,545
36,253
34
Male
2,898
Married
3
Master's
null
15.081819
Suburban
Basic
null
2
598
7
2024-04-11 15:21:39.097737
null
No
Weekly
Apartment
1,146
36,254
37
Male
47,318
Divorced
3
High School
Employed
15.177577
Rural
Premium
1
8
728
3
2023-08-29 15:21:39.175719
Average
Yes
Weekly
Apartment
110
36,255
45
Male
2,536
Single
2
PhD
null
20.758823
Urban
Basic
null
5
689
8
2022-04-30 15:21:39.155231
null
Yes
Daily
House
783
36,256
58
Female
62,369
Single
2
Bachelor's
Unemployed
53.697027
Suburban
Premium
null
13
744
4
2022-12-16 15:21:39.088124
Good
No
Daily
Condo
2,533
36,257
52
Female
50,126
Married
0
High School
null
4.474801
Urban
Premium
null
5
398
9
2020-09-15 15:21:39.180553
Good
Yes
Daily
Condo
2,615
36,258
20
Male
94,353
Married
3
Master's
Unemployed
19.440003
Suburban
Premium
null
7
357
7
2023-08-06 15:21:39.285112
Poor
Yes
Weekly
Apartment
855
36,259
23
Male
26,603
Divorced
3
PhD
Employed
15.737794
Suburban
Comprehensive
0
6
508
9
2023-12-14 15:21:39.123711
Poor
No
Weekly
Apartment
391
36,260
19
Female
6,097
Single
null
PhD
Self-Employed
48.539078
Suburban
Basic
0
11
604
4
2023-06-04 15:21:39.144722
Average
Yes
Weekly
Condo
2,470
36,261
52
Male
24,961
Single
3
Master's
Self-Employed
41.536849
Rural
Basic
1
1
562
3
2024-07-15 15:21:39.211806
Average
Yes
Weekly
House
1,724
36,262
47
Female
25,787
Divorced
2
High School
Unemployed
11.923363
Suburban
Comprehensive
2
18
646
7
2021-03-01 15:21:39.149731
Poor
Yes
Rarely
Apartment
2,197
36,263
44
Female
143,383
Single
4
High School
null
37.958592
Urban
Comprehensive
0
10
404
8
2023-08-02 15:21:39.175719
Average
No
Rarely
Condo
564
36,264
25
Female
5,820
Single
2
Bachelor's
Employed
32.873504
Rural
Comprehensive
2
18
838
3
2022-01-20 15:21:39.144722
Average
Yes
Weekly
Apartment
613
36,265
30
Female
44,689
Married
4
Bachelor's
null
34.393047
Suburban
Comprehensive
1
5
719
5
2021-07-28 15:21:39.174719
Average
No
Monthly
Condo
807
36,266
57
Male
79,801
Divorced
1
PhD
Unemployed
45.75684
Urban
Premium
null
15
490
8
2020-08-02 15:21:39.155231
Average
Yes
Rarely
Apartment
396
36,267
53
Female
72,071
Married
2
High School
Self-Employed
32.858191
Urban
Basic
2
18
582
7
2024-02-12 15:21:39.118178
Average
Yes
Rarely
Apartment
122
36,268
52
Female
2,784
Married
2
Bachelor's
Unemployed
23.771032
Urban
Basic
1
17
479
8
2021-04-17 15:21:39.172097
Average
No
Weekly
House
884
36,269
42
Male
2,399
Divorced
null
Master's
Employed
47.914058
Urban
Basic
null
2
null
5
2019-11-26 15:21:39.182597
Good
No
Daily
Condo
86
36,270
32
Female
2,558
Married
0
Master's
null
45.749675
Urban
Basic
1
6
757
7
2024-07-25 15:21:39.134960
Good
No
Rarely
House
2,343
36,271
33
Male
14,469
Single
0
Bachelor's
Employed
16.723735
Rural
Basic
3
16
582
6
2019-10-03 15:21:39.124659
Good
No
Weekly
House
570
36,272
32
Male
2,310
Divorced
2
PhD
Unemployed
25.090011
Rural
Basic
1
19
313
8
2022-07-28 15:21:39.100695
Average
Yes
Weekly
Condo
783
36,273
21
Female
10,126
Married
null
PhD
Unemployed
18.149025
Rural
Basic
0
0
673
6
2024-05-02 15:21:39.176717
Poor
Yes
Rarely
Condo
1,011
36,274
40
Female
5,546
Divorced
2
High School
Employed
33.091222
Urban
Comprehensive
null
2
682
6
2020-04-04 15:21:39.172097
Poor
No
Daily
Apartment
2,341
36,275
52
Female
120,797
Divorced
2
PhD
Unemployed
39.63057
Rural
Basic
2
4
588
8
2023-10-28 15:21:39.155231
Good
No
Rarely
Apartment
39
36,276
50
Female
10,144
Divorced
4
High School
Unemployed
null
Suburban
Premium
null
0
null
5
2022-06-03 15:21:39.172097
Average
Yes
Rarely
Condo
638
36,277
27
Male
15,704
Single
1
Bachelor's
Unemployed
20.381148
Urban
Premium
null
0
439
6
2019-09-14 15:21:39.155231
Good
No
Daily
Condo
1,298
36,278
44
Female
null
Married
null
High School
Self-Employed
36.844663
Urban
Premium
2
18
521
7
2021-12-25 15:21:39.248098
Good
Yes
Daily
Condo
2,143
36,279
50
Male
null
Single
3
High School
Unemployed
null
Rural
Comprehensive
0
3
336
8
2020-02-21 15:21:39.205850
Good
No
Weekly
Condo
843
36,280
45
Male
16,651
Married
2
Master's
Unemployed
20.955339
Urban
Basic
1
13
558
5
2021-07-17 15:21:39.288099
Good
Yes
Rarely
Apartment
569
36,281
19
Male
25,309
Single
1
PhD
null
31.051902
Rural
Basic
2
16
767
9
2020-01-17 15:21:39.122134
Poor
No
Daily
House
1,505
36,282
23
Female
136,465
Divorced
4
High School
Employed
30.299639
Rural
Premium
2
15
849
5
2024-05-19 15:21:39.155231
Good
No
Monthly
House
3,081
36,283
45
Male
4,769
Married
4
Bachelor's
null
17.097693
Suburban
Comprehensive
0
19
846
2
2022-08-07 15:21:39.102694
Average
Yes
Rarely
House
2,175
36,284
26
Female
14,091
Divorced
2
High School
null
null
Suburban
Premium
0
8
787
7
2021-03-25 15:21:39.155231
Good
Yes
Daily
Condo
755
36,285
64
Female
45,172
Married
3
High School
Employed
21.909048
Rural
Comprehensive
0
10
715
2
2020-05-01 15:21:39.155231
null
No
Daily
Apartment
744
36,286
32
Female
53,617
Married
4
Bachelor's
Employed
49.965602
Suburban
Premium
4
2
777
6
2024-05-19 15:21:39.155231
Average
Yes
Rarely
House
3,259
36,287
20
Female
2,557
Divorced
3
Bachelor's
Employed
41.187614
Urban
Basic
null
13
null
3
2020-06-30 15:21:39.172097
Good
Yes
Daily
Apartment
36
36,288
54
Male
2,853
Divorced
1
High School
null
10.005799
Suburban
Basic
null
10
564
6
2022-02-09 15:21:39.190215
null
No
Monthly
House
635
36,289
19
Female
91,236
Married
4
PhD
null
11.878661
Rural
Premium
0
8
382
5
2024-03-02 15:21:39.093681
Average
No
Rarely
House
944
36,290
49
Male
8,791
Single
2
Master's
null
33.052655
Rural
Basic
1
19
776
1
2022-04-12 15:21:39.190215
Poor
No
Daily
House
906
36,291
32
Male
43,486
Married
1
Bachelor's
Self-Employed
38.057861
Rural
Comprehensive
0
8
634
7
2020-05-07 15:21:39.268507
Good
No
Daily
House
4,644
36,292
20
Male
50,988
Divorced
4
High School
null
22.679912
Urban
Basic
1
5
null
5
2023-07-28 15:21:39.226954
null
Yes
Rarely
House
3,690
36,293
23
Female
128,548
Divorced
2
High School
null
23.744883
Rural
Comprehensive
null
12
787
6
2023-12-21 15:21:39.237118
null
No
Rarely
House
347
36,294
63
Male
26,963
Divorced
0
PhD
null
20.740656
Urban
Premium
null
1
695
9
2023-01-03 15:21:39.155231
Poor
Yes
Daily
House
628
36,295
19
Female
1,445
Married
1
High School
Self-Employed
14.865898
Urban
Premium
2
18
808
1
2020-06-19 15:21:39.235012
Poor
Yes
Rarely
House
523
36,296
18
Male
16,696
Married
2
High School
null
45.426514
Urban
Comprehensive
0
0
326
6
2024-02-22 15:21:39.264504
Good
No
Daily
House
1,548
36,297
43
Female
17,076
Married
0
Master's
Unemployed
25.086573
Rural
Basic
0
13
588
6
2022-05-24 15:21:39.207847
Average
No
Daily
Apartment
919
36,298
35
Female
102,612
Divorced
2
High School
Self-Employed
11.445849
Urban
Basic
null
5
650
5
2019-11-19 15:21:39.279729
null
No
Daily
Condo
2,917
36,299
44
Male
70,990
Married
1
PhD
Self-Employed
15.445039
Urban
Comprehensive
1
14
327
9
2023-10-21 15:21:39.124659
Average
Yes
Rarely
Apartment
1,199