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
1,174,200
34
Female
12,097
null
4
High School
Self-Employed
18.977398
Rural
Comprehensive
0
14
522
6
2020-08-01 15:21:39.134960
Poor
Yes
Monthly
House
593
1,174,201
39
Female
76,937
Divorced
0
Master's
Employed
15.649829
Rural
Basic
1
1
471
1
2024-03-16 15:21:39.092127
null
No
Rarely
House
803
1,174,202
26
Male
null
Married
0
High School
Employed
32.180932
Suburban
Basic
null
10
727
7
2021-03-05 15:21:39.223390
Average
Yes
Weekly
House
154
1,174,203
62
Male
30,962
Divorced
1
PhD
Unemployed
23.739797
Urban
Premium
0
19
648
8
2020-12-09 15:21:39.285112
Poor
Yes
Weekly
Condo
815
1,174,204
56
Male
14,935
Single
2
Master's
null
26.814305
Urban
Premium
null
12
582
2
2021-05-01 15:21:39.237118
Good
Yes
Monthly
Condo
1,082
1,174,205
34
Female
50,477
Divorced
2
Master's
Unemployed
8.246489
Urban
Comprehensive
0
6
476
1
2023-04-05 15:21:39.146733
Average
No
Daily
House
3,938
1,174,206
39
Female
30,356
Divorced
0
Bachelor's
Self-Employed
17.955633
Rural
Comprehensive
0
11
541
7
2021-12-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,028
1,174,207
58
Male
14,935
Divorced
null
PhD
Unemployed
20.829969
Urban
Premium
null
18
672
5
2023-10-19 15:21:39.155231
Good
No
Monthly
Apartment
632
1,174,208
20
Female
3,466
Married
1
High School
Employed
41.088885
Suburban
Comprehensive
0
15
796
9
2021-05-12 15:21:39.155231
null
Yes
Weekly
House
684
1,174,209
64
Male
13,983
Married
0
Bachelor's
Employed
30.959232
Suburban
Premium
null
18
790
2
2022-05-21 15:21:39.134960
Good
Yes
Rarely
Apartment
1,142
1,174,210
29
Female
34,656
Married
0
PhD
Self-Employed
28.929962
Rural
Comprehensive
1
19
453
6
2021-12-05 15:21:39.113566
Average
Yes
Monthly
House
883
1,174,211
58
Male
3,469
Married
4
Master's
Employed
31.015743
Urban
Comprehensive
0
10
483
4
2021-12-07 15:21:39.237118
Poor
No
Rarely
Apartment
381
1,174,212
35
Male
749
Married
3
Bachelor's
Employed
51.959185
Urban
Premium
1
14
744
8
2022-08-17 15:21:39.211806
Good
No
Rarely
Condo
1,033
1,174,213
23
Female
30,377
Divorced
0
High School
null
27.771419
Urban
Premium
0
4
447
7
2019-08-27 15:21:39.133866
Average
No
Weekly
Condo
642
1,174,214
62
Female
null
Divorced
null
High School
Self-Employed
32.43032
Suburban
Basic
2
11
492
3
2022-08-10 15:21:39.285112
Good
No
Daily
House
4,487
1,174,215
40
Male
93,909
Single
3
Master's
Unemployed
11.828449
Urban
Basic
2
19
664
4
2023-10-15 15:21:39.176717
Good
No
Rarely
House
2,077
1,174,216
21
Male
29,055
Divorced
0
High School
Employed
22.083687
Urban
Premium
0
16
767
8
2023-08-12 15:21:39.282785
Average
Yes
Weekly
Apartment
904
1,174,217
53
Female
32,839
Divorced
3
Master's
null
29.816904
Urban
Basic
0
9
410
4
2021-05-05 15:21:39.221386
Average
No
Monthly
Condo
938
1,174,218
59
Female
3,466
Divorced
3
High School
Employed
33.134931
Suburban
Basic
null
2
null
9
2024-05-19 15:21:39.155231
Poor
No
Weekly
House
2,935
1,174,219
34
Male
1,365
Married
null
Bachelor's
Employed
15.859375
Suburban
Premium
1
16
603
1
2019-09-10 15:21:39.247098
Poor
No
Daily
Condo
863
1,174,220
34
Female
2,943
Divorced
3
Bachelor's
Employed
32.752768
Rural
Basic
null
4
447
3
2020-09-09 15:21:39.134960
Poor
Yes
Rarely
House
834
1,174,221
41
Male
42,366
Single
2
High School
Self-Employed
4.073708
Urban
Premium
2
2
705
9
2020-12-23 15:21:39.086123
Good
Yes
Weekly
Apartment
461
1,174,222
45
Male
17,085
Single
4
Master's
Self-Employed
12.374725
Rural
Comprehensive
1
14
416
3
2021-09-17 15:21:39.166062
Good
No
Monthly
House
646
1,174,223
23
Male
22,079
Divorced
0
PhD
Employed
26.159826
Rural
Basic
null
13
655
3
2021-07-19 15:21:39.237118
Poor
Yes
Daily
Apartment
678
1,174,224
28
Male
15,688
Divorced
1
PhD
Self-Employed
41.036568
Urban
Comprehensive
1
18
592
2
2022-03-25 15:21:39.229482
Good
Yes
Weekly
Condo
3,399
1,174,225
36
Male
3,924
Single
4
Master's
null
40.388914
Suburban
Premium
0
4
817
7
2022-10-13 15:21:39.122134
Average
Yes
Weekly
Apartment
129
1,174,226
53
Female
83,796
Single
null
High School
Unemployed
48.003417
Urban
Premium
2
15
703
2
2021-02-08 15:21:39.102694
Good
Yes
Monthly
House
4,040
1,174,227
56
Male
9,253
Married
4
High School
Self-Employed
30.979166
Urban
Basic
1
6
null
2
2022-05-16 15:21:39.091080
Poor
Yes
Monthly
Apartment
1,368
1,174,228
44
Male
45,316
Single
null
High School
Self-Employed
42.270726
Rural
Comprehensive
3
16
541
3
2019-12-19 15:21:39.269494
Poor
Yes
Monthly
Apartment
2,034
1,174,229
32
Male
97,581
Married
2
PhD
Unemployed
12.092212
Rural
Premium
3
9
452
9
2021-12-27 15:21:39.155231
Average
No
Rarely
Condo
34
1,174,230
49
Female
52,440
Divorced
0
Bachelor's
Employed
29.348567
Rural
Comprehensive
0
0
445
5
2023-01-21 15:21:39.134960
Average
Yes
Weekly
House
2,160
1,174,231
19
Female
5,930
Single
4
Bachelor's
Self-Employed
34.527054
Suburban
Comprehensive
1
16
610
9
2021-07-11 15:21:39.213373
Poor
No
Monthly
Apartment
1,372
1,174,232
22
Female
24,892
Single
2
High School
Self-Employed
9.981208
Suburban
Basic
null
11
446
7
2022-01-07 15:21:39.168099
Poor
Yes
Weekly
Condo
663
1,174,233
37
Female
49,512
Divorced
1
PhD
Self-Employed
9.094873
Suburban
Comprehensive
0
6
null
7
2019-09-28 15:21:39.199447
Poor
No
Weekly
House
1,906
1,174,234
19
Female
39,155
Married
1
Master's
Self-Employed
21.724633
Rural
Basic
2
17
null
7
2020-02-09 15:21:39.211806
Average
No
Weekly
House
128
1,174,235
52
Female
15,079
Single
3
Master's
Employed
17.082811
Rural
Comprehensive
1
17
677
9
2022-07-01 15:21:39.094752
Poor
No
Monthly
House
122
1,174,236
31
Female
5,914
Married
1
PhD
null
34.594817
Urban
Premium
2
15
459
5
2024-04-16 15:21:39.229482
Poor
Yes
Rarely
Apartment
772
1,174,237
35
Female
34,246
Divorced
3
PhD
Unemployed
49.154436
Urban
Comprehensive
1
16
729
4
2022-08-03 15:21:39.134960
Average
No
Monthly
Condo
659
1,174,238
55
Female
1,330
Married
3
PhD
Employed
26.766129
Rural
Comprehensive
2
16
689
1
2023-03-16 15:21:39.134960
Poor
Yes
Daily
Condo
1,622
1,174,239
57
Male
12,058
Divorced
3
Master's
Employed
23.827798
Suburban
Premium
1
10
676
1
2021-04-29 15:21:39.272456
Average
No
Daily
Condo
872
1,174,240
62
Male
86,021
Single
2
Master's
Employed
32.120212
Suburban
Premium
2
9
459
1
2023-11-22 15:21:39.278402
Good
No
Daily
Condo
1,609
1,174,241
21
Female
16,097
Single
1
Bachelor's
null
29.898403
Urban
Basic
0
10
811
5
2021-08-22 15:21:39.133866
Poor
No
Rarely
Apartment
746
1,174,242
52
Female
16,982
Single
0
Bachelor's
Self-Employed
42.143965
Rural
Comprehensive
null
17
632
7
2020-04-06 15:21:39.237118
Good
No
Monthly
Apartment
856
1,174,243
40
Female
2,389
Married
1
PhD
Unemployed
40.35308
Suburban
Premium
1
6
673
1
2021-11-29 15:21:39.204790
Good
No
Monthly
Condo
2,133
1,174,244
29
Male
31,684
Divorced
4
High School
Unemployed
43.335939
Suburban
Comprehensive
null
17
398
3
2019-10-03 15:21:39.176717
Good
Yes
Daily
Apartment
671
1,174,245
41
Female
3,747
Divorced
4
PhD
Unemployed
18.595913
Rural
Basic
2
10
788
3
2020-09-07 15:21:39.093681
Good
Yes
Monthly
Apartment
1,575
1,174,246
19
Female
17,107
Single
3
PhD
null
36.918808
Rural
Basic
null
2
null
1
2020-06-09 15:21:39.177724
null
No
Rarely
Apartment
25
1,174,247
46
Male
40,224
Single
0
Bachelor's
Unemployed
31.91441
Suburban
Premium
2
3
431
5
2020-12-10 15:21:39.151732
Poor
Yes
Daily
Condo
788
1,174,248
29
Male
25,648
Single
3
PhD
Employed
29.009921
Suburban
Comprehensive
null
4
527
2
2020-02-27 15:21:39.220389
Good
No
Weekly
Apartment
477
1,174,249
34
Male
null
Divorced
3
Bachelor's
null
4.755671
Suburban
Premium
0
8
313
7
2020-08-13 15:21:39.143708
Good
Yes
Monthly
Apartment
1,119
1,174,250
44
Male
null
Married
4
Bachelor's
Self-Employed
38.525928
Suburban
Comprehensive
3
9
823
4
2023-06-22 15:21:39.097737
Average
Yes
Daily
Condo
2,512
1,174,251
34
Male
18,340
Single
0
PhD
null
11.917954
Rural
Basic
2
18
825
3
2021-12-06 15:21:39.252145
Good
No
Monthly
Condo
595
1,174,252
64
Female
69,716
Divorced
3
Master's
Unemployed
23.679565
Suburban
Basic
null
8
751
4
2021-03-07 15:21:39.107553
Average
No
Monthly
Condo
79
1,174,253
21
Female
24,151
Divorced
0
High School
Self-Employed
25.9586
Urban
Comprehensive
1
10
null
5
2021-11-04 15:21:39.197445
Poor
No
Monthly
Condo
696
1,174,254
55
Female
44,913
Divorced
3
PhD
Unemployed
47.97582
Suburban
Comprehensive
1
3
614
9
2020-06-02 15:21:39.250151
Good
Yes
Monthly
House
740
1,174,255
52
Female
23,470
Divorced
1
High School
Employed
44.240762
Suburban
Basic
1
9
382
7
2024-05-08 15:21:39.134960
Good
No
Rarely
House
1,052
1,174,256
39
Female
null
Divorced
4
High School
Unemployed
24.611842
Urban
Premium
1
5
null
2
2021-11-12 15:21:39.288099
Good
Yes
Weekly
Condo
136
1,174,257
34
Female
5,982
Single
0
Bachelor's
Employed
18.580106
Suburban
Premium
null
12
638
5
2021-09-04 15:21:39.088124
Good
Yes
Daily
House
1,670
1,174,258
49
Male
34,652
null
2
Bachelor's
null
41.006834
Rural
Basic
null
7
517
8
2022-02-16 15:21:39.192212
Poor
Yes
Monthly
Condo
2,623
1,174,259
59
Male
73,396
Divorced
4
Master's
Unemployed
25.277928
Suburban
Premium
1
18
407
7
2020-04-11 15:21:39.208842
Poor
No
Rarely
House
952
1,174,260
49
Male
16,062
Married
1
PhD
null
6.81457
Urban
Comprehensive
1
10
null
7
2020-06-04 15:21:39.271453
Average
No
Daily
Condo
1,408
1,174,261
59
Male
62,979
Divorced
3
Bachelor's
Unemployed
14.245906
Suburban
Premium
1
9
584
3
2022-01-19 15:21:39.248098
Average
Yes
Rarely
Apartment
391
1,174,262
59
Female
23,449
Single
3
High School
Unemployed
32.474614
Rural
Premium
1
12
381
1
2022-03-01 15:21:39.121169
Average
Yes
Monthly
House
1,246
1,174,263
38
Male
10,132
Married
3
High School
Self-Employed
34.856144
Urban
Basic
0
10
619
3
2020-11-23 15:21:39.253660
Poor
No
Rarely
Apartment
654
1,174,264
24
Male
43,891
Single
4
PhD
null
24.037003
Suburban
Basic
null
8
null
9
2024-03-11 15:21:39.155231
Average
No
Rarely
Condo
2,523
1,174,265
34
Female
16,961
Married
3
Bachelor's
null
20.316846
Urban
Basic
null
16
null
4
2023-03-20 15:21:39.128286
Poor
No
Monthly
Apartment
511
1,174,266
63
Female
3,868
Married
2
PhD
null
47.240941
Rural
Comprehensive
null
12
476
4
2021-12-16 15:21:39.134960
Average
No
Monthly
Apartment
164
1,174,267
57
Male
59,854
Married
3
High School
Self-Employed
10.898371
Rural
Premium
null
18
710
1
2023-11-22 15:21:39.175719
Good
No
Weekly
Apartment
115
1,174,268
45
Male
6,053
Married
2
PhD
Unemployed
13.534454
Urban
Basic
1
14
null
8
2022-03-30 15:21:39.185215
null
Yes
Monthly
House
776
1,174,269
56
Male
null
Divorced
1
Bachelor's
null
13.492842
Urban
Premium
1
14
null
5
2023-01-13 15:21:39.096739
Average
No
Monthly
House
337
1,174,270
28
Female
14,079
Married
1
High School
null
31.990947
Urban
Basic
0
7
565
7
2022-06-20 15:21:39.123711
Good
Yes
Monthly
House
587
1,174,271
59
Female
33,606
Divorced
2
PhD
null
23.896524
Urban
Basic
0
16
547
6
2024-07-09 15:21:39.285112
Good
No
Rarely
Condo
591
1,174,272
47
Female
15,253
Divorced
4
PhD
Self-Employed
25.183336
Urban
Basic
1
19
null
4
2023-03-17 15:21:39.201446
Good
Yes
Monthly
House
784
1,174,273
33
Male
25,443
Divorced
4
PhD
Employed
12.0089
Rural
Comprehensive
1
0
null
5
2024-05-31 15:21:39.147735
Average
Yes
Daily
Condo
1,252
1,174,274
52
Male
46,886
Divorced
4
High School
Employed
6.817709
Urban
Comprehensive
2
13
710
4
2024-05-01 15:21:39.267454
Poor
Yes
Weekly
House
2,386
1,174,275
42
Male
23,983
Single
4
Bachelor's
Employed
35.92374
Rural
Comprehensive
null
10
829
3
2023-03-15 15:21:39.229482
Good
Yes
Monthly
House
1,271
1,174,276
44
Female
25,776
Single
3
Master's
Self-Employed
28.486799
Rural
Basic
null
18
706
8
2020-09-16 15:21:39.189223
Average
Yes
Monthly
Apartment
1,696
1,174,277
40
Female
2,892
Single
1
High School
Self-Employed
16.238829
Rural
Basic
2
17
849
7
2022-08-11 15:21:39.155231
Good
Yes
Weekly
Condo
1,691
1,174,278
44
Female
1,255
Married
1
PhD
Unemployed
null
Urban
Basic
0
13
761
8
2022-08-05 15:21:39.209847
Good
No
Weekly
House
1,485
1,174,279
27
Female
24
Married
null
Bachelor's
null
28.857646
Suburban
Comprehensive
1
4
464
9
2023-02-11 15:21:39.206847
Average
No
Rarely
Condo
447
1,174,280
50
Female
1,138
Divorced
3
Master's
Unemployed
null
Suburban
Basic
1
7
559
1
2023-04-26 15:21:39.134960
Average
No
Monthly
Apartment
1,161
1,174,281
58
Female
1,563
Single
2
Bachelor's
Self-Employed
46.914728
Suburban
Basic
0
5
748
7
2022-07-07 15:21:39.134960
Poor
Yes
Monthly
Condo
35
1,174,282
59
Female
24,744
Divorced
1
High School
Employed
31.134214
Rural
Premium
1
8
615
7
2021-10-23 15:21:39.086123
Average
Yes
Rarely
Apartment
1,893
1,174,283
21
Female
18,508
Single
null
Bachelor's
Self-Employed
19.929058
Suburban
Comprehensive
0
17
339
1
2022-12-02 15:21:39.149731
Poor
Yes
Weekly
House
454
1,174,284
39
Female
85,519
Divorced
1
High School
Unemployed
11.654741
Suburban
Premium
1
0
716
5
2020-06-19 15:21:39.223901
Good
Yes
Daily
Condo
45
1,174,285
47
Male
34,886
Single
4
High School
Self-Employed
21.585876
Suburban
Premium
4
9
409
2
2019-09-01 15:21:39.254678
Average
Yes
Weekly
House
734
1,174,286
59
Male
749
Married
2
High School
null
9.919398
Suburban
Basic
0
7
476
7
2022-11-13 15:21:39.151732
Poor
Yes
Daily
Apartment
671
1,174,287
31
Female
3,160
Divorced
1
Master's
null
23.384523
Suburban
Comprehensive
0
9
644
6
2021-12-28 15:21:39.273973
Average
No
Monthly
Apartment
2,835
1,174,288
24
Male
45,289
Divorced
null
Bachelor's
null
16.895775
Suburban
Basic
0
11
538
3
2021-07-22 15:21:39.134960
Good
No
Daily
Apartment
438
1,174,289
55
Female
9,063
Married
4
Master's
Employed
17.615566
Suburban
Premium
null
16
643
1
2024-03-20 15:21:39.106582
Poor
Yes
Monthly
House
719
1,174,290
46
Female
17,355
Married
3
Master's
Employed
11.817352
Rural
Comprehensive
1
9
843
9
2021-03-22 15:21:39.107553
Average
Yes
Rarely
Apartment
497
1,174,291
60
Female
66,896
Single
3
Master's
Employed
18.9672
Rural
Comprehensive
3
19
433
4
2023-10-16 15:21:39.148733
Good
Yes
Monthly
House
2,148
1,174,292
32
Female
75,025
null
3
Master's
Employed
29.367724
Rural
Premium
0
7
827
5
2022-10-10 15:21:39.237118
Good
No
Weekly
Condo
347
1,174,293
29
Female
146,053
Single
3
High School
Self-Employed
5.959314
Urban
Comprehensive
0
9
719
6
2020-02-19 15:21:39.219432
Poor
No
Monthly
House
309
1,174,294
45
Male
18,558
Divorced
2
High School
Unemployed
14.965335
Rural
Basic
1
18
667
1
2020-02-07 15:21:39.274993
Poor
Yes
Rarely
Condo
827
1,174,295
43
Male
83,253
Divorced
null
Master's
Self-Employed
36.152083
Rural
Basic
null
12
311
7
2024-01-22 15:21:39.079128
Good
Yes
Weekly
Condo
975
1,174,296
28
Female
43,901
Married
2
High School
null
37.754581
Rural
Premium
0
15
772
9
2021-12-30 15:21:39.134960
Poor
No
Daily
Apartment
1,045
1,174,297
37
Male
114,573
Divorced
3
High School
Unemployed
36.073865
Rural
Comprehensive
null
7
325
9
2020-05-09 15:21:39.194829
Good
No
Monthly
Condo
27
1,174,298
29
Female
17,458
Married
0
Bachelor's
Self-Employed
16.813158
Suburban
Comprehensive
1
12
null
7
2019-12-16 15:21:39.134960
Good
Yes
Weekly
Apartment
591
1,174,299
49
Female
44,756
Divorced
4
PhD
Unemployed
4.895412
Urban
Comprehensive
0
0
576
3
2023-11-03 15:21:39.172097
Good
Yes
Daily
Condo
2,795