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
1,181,200
62
Male
5,740
Married
0
High School
Unemployed
16.842259
Urban
Basic
null
12
644
6
2020-09-18 15:21:39.145732
Good
No
Weekly
Condo
928
1,181,201
51
Female
4,016
Single
3
High School
Employed
15.001229
Rural
Basic
0
18
592
7
2022-11-30 15:21:39.149731
Average
No
Monthly
Apartment
2,202
1,181,202
34
Female
141,934
Divorced
4
Bachelor's
null
18.093477
Urban
Premium
null
4
332
6
2022-11-17 15:21:39.128286
Poor
Yes
Rarely
Apartment
1,713
1,181,203
32
Male
132,987
Divorced
4
Master's
null
28.879243
Suburban
Premium
0
13
null
5
2021-08-26 15:21:39.288099
Average
No
Daily
Condo
377
1,181,204
64
Female
6,904
Married
4
Bachelor's
null
35.049645
Urban
Basic
null
19
711
1
2023-03-22 15:21:39.207847
Good
Yes
Daily
House
1,758
1,181,205
22
Female
8,791
Divorced
0
Master's
Employed
22.871016
Rural
Premium
1
10
null
4
2020-12-24 15:21:39.096739
Good
Yes
Daily
House
1,251
1,181,206
51
Male
31,604
Single
1
Master's
Unemployed
22.374512
Rural
Premium
1
10
431
1
2023-02-15 15:21:39.285112
Average
No
Rarely
House
824
1,181,207
63
Female
23,648
Single
3
PhD
null
17.847171
Suburban
Premium
null
13
559
1
2023-01-18 15:21:39.237118
Good
Yes
Monthly
Condo
2,376
1,181,208
59
Female
43,910
Divorced
4
High School
Employed
21.354966
Urban
Comprehensive
null
13
364
5
2022-03-16 15:21:39.290098
Poor
No
Daily
Apartment
731
1,181,209
48
Female
1,348
Divorced
3
Master's
Employed
null
Rural
Comprehensive
1
11
681
2
2021-02-18 15:21:39.288099
Average
Yes
Weekly
Condo
882
1,181,210
18
Male
30,793
Married
1
High School
Self-Employed
46.780095
Suburban
Premium
null
15
795
6
2024-07-10 15:21:39.099739
Average
Yes
Weekly
Apartment
604
1,181,211
26
Male
81,203
Divorced
1
PhD
null
42.180302
Rural
Basic
2
9
null
5
2020-11-15 15:21:39.177724
Average
No
Daily
House
2,301
1,181,212
25
Female
24,881
Divorced
2
High School
Self-Employed
null
Rural
Premium
1
8
543
6
2022-02-07 15:21:39.237118
Poor
No
Monthly
House
1,094
1,181,213
53
Male
7,982
Married
0
PhD
null
16.944318
Urban
Premium
null
12
527
4
2021-02-22 15:21:39.095696
Poor
No
Weekly
House
832
1,181,214
62
Male
20,455
Married
3
Master's
Employed
17.906307
Rural
Premium
null
4
null
1
2020-05-18 15:21:39.149731
Poor
No
Daily
House
26
1,181,215
24
Male
23,188
Single
2
PhD
null
7.363097
Suburban
Premium
3
10
null
7
2022-07-07 15:21:39.106582
Poor
No
Daily
House
28
1,181,216
40
Male
4,057
Married
3
High School
Self-Employed
13.240539
Rural
Premium
null
14
372
1
2020-11-24 15:21:39.277975
Good
Yes
Daily
Apartment
733
1,181,217
58
Male
36,310
Divorced
2
High School
Self-Employed
7.557451
Rural
Premium
4
13
454
4
2021-06-05 15:21:39.111551
Average
Yes
Weekly
House
731
1,181,218
37
Female
3,062
Single
1
Bachelor's
Self-Employed
22.648059
Rural
Comprehensive
1
0
511
9
2023-03-22 15:21:39.226954
Average
No
Monthly
Apartment
536
1,181,219
47
Male
37,606
Single
4
Master's
null
18.065778
Suburban
Basic
0
18
747
4
2023-12-18 15:21:39.174719
Good
No
Weekly
House
1,887
1,181,220
49
Female
35,223
Married
null
Master's
Self-Employed
35.174638
Rural
Premium
0
3
496
9
2021-02-12 15:21:39.082499
Average
Yes
Rarely
House
1,228
1,181,221
42
Female
23,594
Single
0
Bachelor's
Unemployed
32.852109
Rural
Premium
1
12
786
9
2021-01-23 15:21:39.087123
Poor
No
Rarely
Apartment
1,553
1,181,222
47
Male
3,846
Divorced
4
Master's
Employed
null
Urban
Premium
null
5
486
9
2022-04-17 15:21:39.120168
Poor
Yes
Weekly
House
539
1,181,223
39
Female
85,542
Divorced
2
Bachelor's
null
31.63619
Rural
Comprehensive
1
12
null
4
2021-02-03 15:21:39.172097
Average
No
Monthly
Condo
394
1,181,224
26
Male
25,006
Single
0
Master's
null
20.355901
Rural
Basic
1
3
null
2
2023-10-13 15:21:39.145732
Good
Yes
Daily
House
1,485
1,181,225
50
Female
2,529
Single
1
Bachelor's
Unemployed
36.869081
Rural
Premium
2
12
639
8
2021-04-16 15:21:39.237118
Average
No
Daily
House
827
1,181,226
62
Male
5,908
Single
0
Master's
Self-Employed
46.610646
Urban
Comprehensive
0
7
639
6
2023-06-10 15:21:39.155231
Good
No
Monthly
Condo
2,445
1,181,227
33
Male
17,135
Married
2
Master's
Employed
13.465434
Suburban
Comprehensive
1
18
null
8
2020-01-04 15:21:39.282785
Poor
No
Monthly
Apartment
2,112
1,181,228
25
Male
17,131
Married
4
Bachelor's
null
null
Rural
Basic
null
1
613
4
2023-12-20 15:21:39.092127
Good
Yes
Rarely
House
519
1,181,229
37
Female
4,955
Married
1
Bachelor's
Unemployed
32.858019
Urban
Premium
1
18
441
3
2020-11-02 15:21:39.099739
Good
No
Daily
Apartment
1,278
1,181,230
35
Male
71,484
Married
2
High School
Unemployed
10.383044
Suburban
Comprehensive
1
19
508
3
2023-03-17 15:21:39.253660
Poor
Yes
Monthly
Condo
302
1,181,231
46
Male
43,901
Married
2
Bachelor's
Self-Employed
13.487561
Rural
Comprehensive
0
15
757
5
2023-05-09 15:21:39.134960
Good
Yes
Weekly
Condo
519
1,181,232
40
Female
73,812
Married
2
Master's
Employed
34.098816
Rural
Basic
1
0
372
6
2021-05-11 15:21:39.149731
Average
No
Monthly
Condo
1,163
1,181,233
22
Female
17,850
Married
2
Master's
Unemployed
29.99341
Urban
Comprehensive
null
14
574
7
2022-01-04 15:21:39.092127
Poor
No
Rarely
House
1,274
1,181,234
51
Female
1,678
Single
3
PhD
Unemployed
43.974349
Urban
Premium
null
19
445
9
2023-08-04 15:21:39.237118
Good
No
Weekly
House
1,113
1,181,235
45
Female
28,408
Married
3
High School
Employed
12.753743
Rural
Basic
null
19
827
5
2022-04-07 15:21:39.237118
Average
Yes
Daily
Apartment
515
1,181,236
30
Male
25,761
Married
3
Bachelor's
Self-Employed
17.990614
Suburban
Basic
null
3
331
9
2024-03-28 15:21:39.134960
Average
No
Weekly
House
687
1,181,237
51
Male
2,695
Married
1
High School
null
24.236715
Urban
Comprehensive
2
4
456
1
2022-09-24 15:21:39.230483
Average
No
Weekly
Apartment
1,035
1,181,238
61
Female
18,671
Married
4
High School
null
38.288095
Urban
Premium
1
0
401
8
2023-01-05 15:21:39.106582
Average
No
Rarely
Condo
784
1,181,239
57
Female
5,008
Single
3
Bachelor's
Employed
44.95905
Rural
Premium
1
1
751
6
2021-02-06 15:21:39.224915
Average
Yes
Rarely
Condo
1,434
1,181,240
20
Male
93,292
Divorced
3
High School
null
13.581368
Urban
Premium
null
18
510
6
2019-11-18 15:21:39.120168
Average
Yes
Weekly
Condo
330
1,181,241
31
Male
6,746
Divorced
4
Master's
Self-Employed
9.827127
Suburban
Basic
1
19
758
6
2023-11-09 15:21:39.269494
Good
No
Daily
Apartment
1,634
1,181,242
35
Male
null
Divorced
1
Bachelor's
Unemployed
31.764222
Urban
Comprehensive
3
18
305
5
2020-01-10 15:21:39.192212
Good
Yes
Monthly
Condo
494
1,181,243
41
Female
14,319
Married
1
Master's
Self-Employed
6.094631
Suburban
Basic
null
6
398
7
2022-12-11 15:21:39.206847
Poor
No
Weekly
House
3,418
1,181,244
58
Female
13,991
Single
0
Bachelor's
Self-Employed
10.551116
Suburban
Basic
0
5
579
2
2023-11-25 15:21:39.221386
Average
Yes
Rarely
Condo
486
1,181,245
25
Male
33,114
Divorced
0
Bachelor's
Unemployed
38.557958
Urban
Basic
null
11
701
9
2023-11-07 15:21:39.149731
Average
Yes
Weekly
Apartment
1,603
1,181,246
36
Female
5,874
Married
0
High School
null
24.555518
Rural
Premium
0
6
null
3
2020-09-26 15:21:39.237118
Average
No
Rarely
Condo
590
1,181,247
46
Male
20,276
Single
2
Bachelor's
Unemployed
20.312965
Urban
Basic
3
17
null
2
2024-05-24 15:21:39.214388
Poor
Yes
Rarely
Condo
2,916
1,181,248
56
Female
null
Divorced
2
Master's
Employed
38.926019
Rural
Premium
0
8
410
9
2022-03-19 15:21:39.134960
Average
No
Daily
Apartment
470
1,181,249
27
Female
3,240
Single
0
Master's
Self-Employed
21.936695
Rural
Premium
0
5
533
2
2024-05-28 15:21:39.087123
Good
No
Monthly
House
2,433
1,181,250
38
Female
18,063
Divorced
2
PhD
null
42.766549
Suburban
Comprehensive
2
10
830
6
2023-12-20 15:21:39.229482
Average
No
Rarely
Apartment
1,591
1,181,251
64
Female
2,561
Married
4
Master's
null
6.751228
Urban
Comprehensive
null
19
699
7
2023-02-27 15:21:39.155231
null
No
Rarely
House
1,584
1,181,252
50
Female
15,897
Divorced
4
High School
Self-Employed
51.957756
Suburban
Basic
0
1
767
5
2021-05-26 15:21:39.155231
Average
Yes
Daily
Condo
3,124
1,181,253
44
Female
26,324
Single
1
Bachelor's
null
20.095623
Rural
Comprehensive
1
12
559
5
2022-07-03 15:21:39.116179
Poor
No
Daily
Condo
494
1,181,254
29
Female
6,096
Single
2
Bachelor's
Unemployed
21.938495
Rural
Comprehensive
2
14
586
5
2022-05-27 15:21:39.265513
Poor
Yes
Monthly
Condo
29
1,181,255
32
Male
12,056
Married
0
Master's
Unemployed
23.959681
Rural
Basic
0
9
null
3
2021-04-15 15:21:39.259788
Good
No
Daily
Apartment
2,940
1,181,256
52
Female
14,818
Single
3
Master's
null
21.959818
Rural
Premium
1
14
679
2
2022-11-26 15:21:39.237118
Average
Yes
Rarely
House
766
1,181,257
27
Female
14,857
Single
4
Bachelor's
Employed
18.393522
Urban
Basic
1
5
724
3
2021-06-27 15:21:39.226954
Average
No
Monthly
Condo
569
1,181,258
43
Male
25,468
Single
1
Master's
Self-Employed
39.276827
Urban
Basic
2
1
null
4
2020-12-23 15:21:39.177724
Average
Yes
Rarely
Condo
629
1,181,259
38
Female
91,834
Divorced
4
Master's
Employed
51.792912
Rural
Basic
1
6
728
9
2024-06-18 15:21:39.192212
Average
Yes
Rarely
Apartment
464
1,181,260
31
Male
30,991
Single
3
Master's
Self-Employed
39.232841
Suburban
Premium
1
0
596
8
2022-09-09 15:21:39.237118
Average
Yes
Weekly
House
712
1,181,261
55
Female
23,216
Divorced
null
Master's
Employed
25.837863
Suburban
Premium
0
14
826
1
2020-08-05 15:21:39.113566
Poor
Yes
Rarely
Condo
1,320
1,181,262
42
Female
114,985
Married
4
Bachelor's
Employed
19.266861
Urban
Premium
1
11
341
6
2020-12-19 15:21:39.143708
Good
Yes
Daily
Condo
60
1,181,263
58
Male
1,298
Single
4
PhD
Employed
30.056922
Rural
Basic
2
6
null
5
2021-11-29 15:21:39.155231
Average
Yes
Monthly
Apartment
2,128
1,181,264
42
Male
1,335
Single
0
High School
Unemployed
31.754835
Rural
Basic
1
9
632
2
2021-01-16 15:21:39.128286
Good
Yes
Daily
House
3,037
1,181,265
44
Female
29,389
Married
4
Bachelor's
Self-Employed
null
Rural
Basic
null
12
452
7
2021-06-28 15:21:39.134960
Good
Yes
Monthly
House
2,940
1,181,266
49
Female
38,921
Married
3
PhD
Employed
32.933501
Urban
Comprehensive
1
16
375
9
2021-04-22 15:21:39.172097
Average
Yes
Daily
Condo
1,762
1,181,267
55
Female
35,413
Divorced
1
PhD
null
28.464965
Rural
Comprehensive
null
14
691
1
2021-11-24 15:21:39.134960
Average
No
Monthly
House
1,133
1,181,268
53
Male
3,197
Married
0
Bachelor's
Employed
38.326438
Rural
Premium
0
7
827
1
2021-07-02 15:21:39.224915
Poor
Yes
Daily
Apartment
2,694
1,181,269
61
Male
133,629
Divorced
3
Bachelor's
Self-Employed
19.624289
Urban
Premium
1
15
357
6
2023-11-14 15:21:39.184157
Good
No
Weekly
Apartment
25
1,181,270
44
Male
114,436
Married
null
Bachelor's
Unemployed
14.791498
Urban
Basic
0
9
747
3
2020-01-30 15:21:39.216387
Good
Yes
Weekly
House
72
1,181,271
23
Female
38,889
Married
2
PhD
Self-Employed
29.945102
Rural
Basic
0
3
453
2
2021-10-10 15:21:39.237118
Good
No
Weekly
House
1,195
1,181,272
61
Male
6,093
Divorced
0
PhD
null
27.818018
Urban
Basic
0
9
467
5
2020-10-17 15:21:39.155231
Good
Yes
Weekly
Condo
607
1,181,273
63
Male
34,221
Divorced
1
High School
null
13.791892
Suburban
Premium
1
1
759
7
2020-06-29 15:21:39.231531
Poor
Yes
Daily
Condo
1,478
1,181,274
29
Female
72,297
Divorced
1
Bachelor's
Unemployed
21.081464
Suburban
Basic
1
0
383
2
2024-05-30 15:21:39.155231
Poor
Yes
Rarely
Condo
646
1,181,275
35
Female
137,928
Divorced
2
Bachelor's
Employed
14.004316
Rural
Premium
0
10
null
9
2023-11-04 15:21:39.097737
Good
No
Monthly
House
92
1,181,276
24
Male
null
Divorced
2
PhD
Unemployed
25.772233
Rural
Premium
3
4
478
9
2020-02-25 15:21:39.237118
Average
No
Weekly
Apartment
39
1,181,277
39
Female
85,871
Divorced
3
High School
null
23.526833
Urban
Comprehensive
1
15
699
5
2022-06-24 15:21:39.098696
Average
Yes
Monthly
Apartment
119
1,181,278
51
Female
6,972
Single
3
PhD
null
36.153946
Urban
Premium
1
8
742
4
2021-11-13 15:21:39.180553
Average
Yes
Weekly
House
1,852
1,181,279
58
Male
1,077
Divorced
4
High School
Employed
33.619302
Urban
Comprehensive
2
8
669
5
2020-07-06 15:21:39.155231
Poor
No
Daily
Condo
799
1,181,280
48
Male
103,685
Single
0
High School
Employed
8.859361
Urban
Premium
2
1
351
3
2022-02-12 15:21:39.155231
Poor
No
Monthly
Apartment
1,336
1,181,281
29
Female
2,690
Divorced
2
Bachelor's
Self-Employed
27.281035
Suburban
Basic
1
0
691
3
2020-07-11 15:21:39.228521
Poor
Yes
Monthly
Apartment
2,592
1,181,282
59
Female
3,559
Divorced
1
PhD
null
45.705885
Rural
Premium
null
8
508
1
2021-07-30 15:21:39.268507
Good
Yes
Rarely
Condo
53
1,181,283
46
Male
94,437
Divorced
2
Master's
Unemployed
null
Rural
Premium
null
5
653
2
2021-12-17 15:21:39.155231
Average
No
Monthly
Apartment
2,947
1,181,284
24
Male
19,686
Divorced
2
PhD
Unemployed
46.287907
Suburban
Premium
1
1
847
7
2022-08-25 15:21:39.177724
Good
No
Rarely
Apartment
544
1,181,285
56
Male
1,335
Married
2
PhD
Self-Employed
17.388886
Suburban
Basic
1
19
842
2
2021-02-27 15:21:39.281787
Good
Yes
Rarely
Apartment
3,279
1,181,286
35
Male
70,277
Single
2
Bachelor's
Unemployed
26.869005
Urban
Basic
null
8
430
5
2022-10-31 15:21:39.257696
Good
Yes
Monthly
Apartment
2,632
1,181,287
64
Male
16,996
Single
2
Bachelor's
Self-Employed
33.796036
Urban
Comprehensive
0
15
787
3
2019-11-19 15:21:39.155231
Average
No
Daily
House
4,551
1,181,288
58
Male
2,750
Divorced
4
PhD
Unemployed
31.082615
Suburban
Comprehensive
null
17
835
6
2023-08-16 15:21:39.082499
Poor
No
Daily
House
36
1,181,289
59
Male
3,799
Married
4
PhD
Unemployed
26.352344
Urban
Basic
2
19
602
2
2022-10-20 15:21:39.105192
Good
Yes
Weekly
Condo
3,153
1,181,290
30
Female
null
Single
3
Bachelor's
Employed
50.988058
Suburban
Premium
2
7
632
1
2019-10-24 15:21:39.134960
Average
No
Weekly
Apartment
431
1,181,291
56
Male
7,900
Married
4
PhD
Employed
15.677989
Urban
Comprehensive
null
12
612
5
2022-09-28 15:21:39.255696
Poor
Yes
Daily
House
542
1,181,292
37
Female
12,465
Single
2
High School
Employed
33.51394
Urban
Comprehensive
1
6
563
4
2020-08-11 15:21:39.237118
Good
No
Monthly
Apartment
843
1,181,293
31
Male
118,045
Divorced
null
High School
null
50.051516
Suburban
Premium
1
7
null
1
2020-05-03 15:21:39.086123
Poor
Yes
Monthly
House
2,301
1,181,294
34
Female
8,427
Divorced
null
PhD
null
33.162572
Suburban
Comprehensive
0
10
682
7
2021-02-20 15:21:39.099739
Good
No
Rarely
Condo
2,804
1,181,295
42
Female
5,719
Married
2
Bachelor's
Employed
31.452778
Rural
Premium
null
8
788
7
2021-06-04 15:21:39.177724
Poor
Yes
Monthly
Apartment
478
1,181,296
53
Female
16,062
Divorced
0
High School
null
23.445976
Suburban
Comprehensive
1
4
null
3
2019-12-19 15:21:39.259788
Poor
No
Monthly
House
1,213
1,181,297
50
Male
25,861
Single
2
PhD
Self-Employed
23.760516
Suburban
Premium
1
6
653
5
2023-05-30 15:21:39.092127
Average
No
Weekly
Apartment
754
1,181,298
50
Female
2,694
Married
null
Bachelor's
Employed
12.374677
Urban
Premium
0
2
790
4
2019-09-12 15:21:39.247098
null
No
Rarely
House
1,200
1,181,299
56
Female
12,074
Married
3
High School
Employed
34.939008
Urban
Premium
null
7
null
6
2023-10-12 15:21:39.253660
Average
Yes
Weekly
Apartment
885