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
1,170,200
64
Female
99,545
Married
3
Master's
Self-Employed
8.959389
Rural
Comprehensive
null
17
399
3
2020-09-03 15:21:39.155231
Poor
Yes
Rarely
House
865
1,170,201
41
Male
30,098
Single
null
Master's
null
19.473886
Suburban
Basic
0
3
731
1
2019-11-01 15:21:39.155231
Good
Yes
Weekly
Condo
645
1,170,202
44
Female
28,448
Divorced
1
PhD
Self-Employed
12.837476
Urban
Comprehensive
0
4
685
9
2022-02-06 15:21:39.155231
Average
Yes
Daily
Condo
969
1,170,203
38
Female
12,319
Divorced
4
Master's
Employed
23.869323
Rural
Comprehensive
null
16
636
6
2022-06-16 15:21:39.084065
Good
Yes
Weekly
Condo
254
1,170,204
43
Female
36,573
Married
1
PhD
Unemployed
29.183891
Rural
Premium
null
18
569
6
2021-10-22 15:21:39.192212
Poor
Yes
Daily
Apartment
228
1,170,205
52
Male
53,344
Single
3
Master's
Self-Employed
37.064865
Suburban
Comprehensive
1
8
785
5
2019-11-10 15:21:39.222387
Poor
No
Daily
Condo
35
1,170,206
34
Male
27,155
Divorced
4
High School
Employed
6.910058
Rural
Comprehensive
2
14
736
5
2022-08-08 15:21:39.172097
Average
Yes
Daily
Condo
591
1,170,207
18
Male
76,979
Divorced
1
Bachelor's
Self-Employed
12.540748
Suburban
Basic
null
15
645
6
2020-09-11 15:21:39.259788
Good
Yes
Monthly
Condo
230
1,170,208
24
Female
null
Single
2
PhD
Unemployed
32.366151
Urban
Basic
0
16
415
6
2021-06-12 15:21:39.126661
Good
No
Rarely
House
2,913
1,170,209
39
Male
12,302
Married
null
Bachelor's
Unemployed
19.04051
Rural
Premium
null
12
527
5
2022-06-08 15:21:39.176717
Poor
Yes
Monthly
Condo
2,087
1,170,210
61
Female
45,982
Married
0
Bachelor's
Unemployed
29.185888
Urban
Comprehensive
1
18
676
9
2019-09-27 15:21:39.176717
Good
Yes
Rarely
Condo
709
1,170,211
39
Male
20,005
Single
3
PhD
Unemployed
28.478319
Urban
Basic
null
19
383
7
2023-04-30 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,930
1,170,212
27
Female
6,051
Divorced
2
High School
Employed
35.299837
Urban
Comprehensive
null
0
607
4
2023-09-09 15:21:39.237118
null
No
Rarely
Apartment
3,964
1,170,213
59
Male
4,982
Single
2
High School
Unemployed
43.91231
Urban
Basic
0
10
835
5
2021-06-01 15:21:39.095696
Poor
Yes
Daily
House
2,657
1,170,214
51
Male
4,208
Married
0
High School
Self-Employed
23.419846
Rural
Basic
2
13
805
7
2024-05-17 15:21:39.272456
Poor
Yes
Weekly
Apartment
790
1,170,215
59
Female
52,536
Single
0
PhD
Self-Employed
15.937173
Urban
Comprehensive
2
17
null
3
2023-11-02 15:21:39.181605
Poor
No
Monthly
Condo
2,161
1,170,216
57
Female
67,791
Divorced
2
Master's
Self-Employed
36.829088
Urban
Premium
2
0
653
2
2023-06-25 15:21:39.181605
Average
Yes
Rarely
Condo
2,159
1,170,217
18
Male
4,582
Divorced
1
Bachelor's
Unemployed
13.914641
Rural
Basic
1
14
424
6
2022-05-20 15:21:39.274993
Good
Yes
Monthly
Condo
1,827
1,170,218
37
Male
2,379
Divorced
0
Bachelor's
null
44.688412
Suburban
Premium
2
9
845
9
2022-10-07 15:21:39.123711
Good
No
Weekly
Condo
966
1,170,219
40
Male
35,123
Divorced
4
Bachelor's
Employed
33.936126
Suburban
Basic
null
9
657
4
2023-03-01 15:21:39.173834
Good
Yes
Monthly
Apartment
1,230
1,170,220
29
Female
39,726
Married
null
Bachelor's
Employed
27.170856
Urban
Basic
null
17
null
9
2022-03-29 15:21:39.223901
Average
No
Rarely
House
693
1,170,221
null
Male
null
Married
4
High School
Unemployed
50.483657
Urban
Premium
2
15
604
7
2022-08-05 15:21:39.190215
null
No
Weekly
House
618
1,170,222
34
Male
13,369
Divorced
4
Bachelor's
Self-Employed
12.926674
Rural
Premium
null
1
626
5
2024-07-28 15:21:39.233485
Poor
No
Daily
House
108
1,170,223
62
Male
9,894
Divorced
1
High School
Employed
25.407746
Rural
Basic
null
0
null
3
2023-07-30 15:21:39.206847
Average
Yes
Monthly
Condo
744
1,170,224
20
Male
18,054
Single
null
Master's
Unemployed
35.171549
Suburban
Comprehensive
null
19
516
1
2023-01-09 15:21:39.226954
Average
Yes
Rarely
House
1,284
1,170,225
51
Female
114,296
Single
3
High School
null
13.912982
Suburban
Premium
1
0
436
4
2021-05-20 15:21:39.095696
Poor
Yes
Weekly
House
783
1,170,226
31
Female
28,142
Single
null
High School
Employed
48.662861
Rural
Basic
null
10
695
5
2020-01-06 15:21:39.200452
Poor
No
Daily
House
188
1,170,227
59
Female
10,145
Single
2
Master's
Self-Employed
23.272931
Rural
Comprehensive
null
7
573
9
2023-11-03 15:21:39.192212
Average
No
Weekly
Condo
577
1,170,228
23
Male
43,890
Divorced
2
Master's
Unemployed
9.450048
Urban
Basic
null
9
772
1
2023-06-20 15:21:39.134960
Poor
Yes
Weekly
Condo
1,297
1,170,229
22
Male
73,800
Divorced
2
Bachelor's
Employed
15.051053
Suburban
Comprehensive
null
0
352
6
2020-02-07 15:21:39.154008
Average
No
Weekly
Condo
635
1,170,230
25
Male
41,581
Divorced
2
PhD
Unemployed
37.854248
Rural
Comprehensive
0
15
758
1
2024-03-17 15:21:39.226954
Good
Yes
Rarely
Apartment
1,846
1,170,231
33
Female
9,705
Divorced
4
PhD
null
30.835225
Rural
Basic
2
5
null
4
2019-08-22 15:21:39.101733
null
Yes
Monthly
House
1,567
1,170,232
31
Male
31,582
Married
4
PhD
Self-Employed
14.019701
Urban
Premium
0
17
828
1
2021-05-21 15:21:39.237118
Poor
Yes
Weekly
Apartment
772
1,170,233
63
Male
6,723
Single
4
Bachelor's
null
21.936793
Urban
Comprehensive
0
8
624
2
2022-06-22 15:21:39.219432
Good
No
Monthly
Condo
597
1,170,234
64
Female
3,063
Single
null
High School
Employed
37.87427
Rural
Comprehensive
3
14
749
7
2021-11-03 15:21:39.236064
Good
Yes
Daily
Condo
2,463
1,170,235
48
Male
7,079
Divorced
2
PhD
null
22.73749
Suburban
Comprehensive
1
3
796
5
2022-06-25 15:21:39.226954
Good
No
Daily
House
609
1,170,236
33
Female
18,076
Divorced
null
High School
Self-Employed
21.402297
Rural
Premium
0
7
541
1
2024-01-16 15:21:39.082499
Poor
Yes
Weekly
Apartment
923
1,170,237
20
Male
1,318
Married
3
Master's
Unemployed
22.590311
Rural
Comprehensive
2
10
693
3
2022-03-14 15:21:39.134960
Average
No
Monthly
House
542
1,170,238
31
Female
3,818
Divorced
0
High School
Employed
24.623834
Rural
Comprehensive
2
2
358
2
2022-04-10 15:21:39.231531
Average
Yes
Daily
Apartment
182
1,170,239
59
Male
29,508
Single
1
Master's
Employed
44.084038
Rural
Premium
null
3
805
7
2022-03-21 15:21:39.276901
Average
Yes
Weekly
House
3,266
1,170,240
47
Female
62,355
Divorced
3
High School
Self-Employed
14.276835
Suburban
Comprehensive
2
4
711
5
2022-07-03 15:21:39.144722
Good
No
Rarely
House
25
1,170,241
53
Female
99,550
Married
3
High School
Unemployed
27.7162
Rural
Premium
1
7
532
6
2022-11-29 15:21:39.134960
Poor
Yes
Weekly
House
420
1,170,242
null
Female
7,077
Single
0
High School
Employed
26.782538
Suburban
Comprehensive
0
6
null
1
2019-10-14 15:21:39.155231
Average
No
Weekly
House
24
1,170,243
null
Male
18,556
Single
3
PhD
Self-Employed
50.7497
Suburban
Comprehensive
null
17
null
7
2021-01-06 15:21:39.223901
Average
Yes
Rarely
House
1,055
1,170,244
40
Male
31,700
Single
3
Bachelor's
Employed
32.747817
Rural
Basic
0
14
638
8
2024-07-10 15:21:39.250151
Average
Yes
Weekly
Apartment
22
1,170,245
42
Female
42,226
Divorced
1
High School
null
12.353027
Suburban
Basic
2
7
344
5
2022-08-01 15:21:39.155231
Poor
No
Rarely
Condo
942
1,170,246
21
Female
17,607
Single
2
Master's
Self-Employed
16.162425
Urban
Comprehensive
null
13
null
5
2022-05-29 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,420
1,170,247
61
Male
2,861
Married
1
PhD
null
12.671326
Urban
Basic
1
16
447
3
2023-08-04 15:21:39.172097
Average
Yes
Rarely
House
710
1,170,248
53
Female
28,161
Divorced
3
Bachelor's
null
null
Rural
Comprehensive
1
13
427
4
2020-09-27 15:21:39.185215
Average
Yes
Daily
Apartment
1,310
1,170,249
49
Female
27,382
Married
2
Bachelor's
Employed
3.607631
Rural
Comprehensive
null
15
729
4
2022-11-27 15:21:39.237118
Average
No
Rarely
Condo
1,723
1,170,250
48
Male
123,825
Single
4
Master's
Self-Employed
null
Rural
Comprehensive
2
1
742
5
2020-09-24 15:21:39.170099
Average
No
Monthly
House
1,353
1,170,251
22
Male
63,527
null
0
PhD
Employed
43.049447
Urban
Comprehensive
0
5
828
6
2019-12-18 15:21:39.226954
Good
Yes
Rarely
Condo
381
1,170,252
54
Female
68,850
Single
3
High School
Self-Employed
14.053032
Suburban
Basic
0
5
433
3
2024-05-09 15:21:39.282785
Poor
Yes
Monthly
Condo
668
1,170,253
42
Female
null
Married
null
Bachelor's
Employed
11.670945
Suburban
Premium
null
11
431
8
2022-08-17 15:21:39.201446
Good
Yes
Rarely
Apartment
1,547
1,170,254
28
Male
96,424
Married
1
Master's
Self-Employed
22.979504
Rural
Comprehensive
1
5
null
9
2020-02-09 15:21:39.208842
Average
No
Monthly
Apartment
293
1,170,255
32
Male
30,213
Married
0
Bachelor's
Self-Employed
51.948
Suburban
Comprehensive
null
18
716
5
2021-12-20 15:21:39.176717
Good
Yes
Monthly
House
2,556
1,170,256
31
Female
6,637
Married
3
Bachelor's
null
38.082689
Suburban
Basic
null
16
null
3
2021-07-08 15:21:39.289099
Poor
Yes
Weekly
House
807
1,170,257
52
Female
35,123
Divorced
2
Bachelor's
Unemployed
16.492407
Rural
Comprehensive
1
9
null
2
2019-12-17 15:21:39.192212
Poor
No
Daily
House
1,199
1,170,258
19
Male
23,984
Married
3
High School
Unemployed
36.938249
Urban
Premium
null
16
590
7
2021-05-29 15:21:39.253660
Poor
Yes
Monthly
House
441
1,170,259
21
Male
15,123
Married
1
Bachelor's
Self-Employed
41.886035
Suburban
Premium
0
14
573
2
2020-12-13 15:21:39.265513
Average
Yes
Monthly
Apartment
1,072
1,170,260
27
Male
61,461
Single
4
PhD
Unemployed
17.908813
Urban
Comprehensive
0
14
null
4
2022-04-18 15:21:39.237118
Average
No
Daily
Apartment
212
1,170,261
60
Male
18,382
Divorced
2
Master's
null
15.914894
Urban
Premium
null
18
806
5
2023-05-07 15:21:39.155231
Average
No
Rarely
House
919
1,170,262
62
Male
12,791
Married
0
PhD
Self-Employed
27.824287
Rural
Comprehensive
0
18
744
3
2021-11-28 15:21:39.264504
Poor
No
Rarely
House
1,461
1,170,263
23
Male
18,447
Divorced
1
Master's
null
null
Suburban
Basic
null
19
677
7
2023-08-01 15:21:39.205850
Average
No
Daily
Apartment
1,025
1,170,264
26
Male
3,078
Divorced
0
Bachelor's
Unemployed
47.074676
Rural
Basic
null
16
325
4
2023-08-08 15:21:39.132191
null
Yes
Daily
House
20
1,170,265
30
Male
128,891
Single
4
Master's
null
14.168724
Suburban
Premium
null
17
690
5
2023-04-13 15:21:39.145732
null
No
Weekly
House
3,950
1,170,266
32
Female
6,959
Single
1
Bachelor's
Unemployed
13.772907
Urban
Comprehensive
null
10
818
3
2021-10-23 15:21:39.126661
Poor
Yes
Daily
House
1,040
1,170,267
23
Male
14,079
Single
3
High School
Self-Employed
12.122407
Suburban
Premium
null
4
846
7
2021-12-23 15:21:39.226954
Good
Yes
Monthly
House
2,764
1,170,268
64
Female
823
Single
4
Bachelor's
null
6.960537
Urban
Premium
null
18
488
9
2020-01-13 15:21:39.132191
Poor
No
Daily
Condo
2,064
1,170,269
59
Male
null
Single
0
PhD
Employed
null
Rural
Comprehensive
3
19
522
1
2024-07-07 15:21:39.235012
Average
No
Daily
Condo
3,311
1,170,270
31
Male
126,796
Married
0
PhD
Self-Employed
39.452582
Rural
Comprehensive
0
4
727
1
2020-01-01 15:21:39.108562
Average
No
Weekly
Apartment
259
1,170,271
40
Female
6,093
Divorced
1
PhD
Unemployed
32.571546
Suburban
Basic
null
17
839
7
2020-12-17 15:21:39.155231
Poor
No
Monthly
House
981
1,170,272
29
Female
35,200
Divorced
3
PhD
Employed
18.595533
Urban
Comprehensive
null
8
627
5
2024-02-11 15:21:39.154008
Poor
Yes
Daily
House
639
1,170,273
30
Male
38,229
Married
4
Master's
Self-Employed
32.914476
Suburban
Basic
null
18
516
8
2023-06-30 15:21:39.185215
Good
Yes
Weekly
Apartment
1,228
1,170,274
29
Female
28,371
Divorced
null
High School
Unemployed
24.794676
Rural
Premium
1
5
729
6
2022-05-22 15:21:39.117183
Poor
No
Monthly
House
638
1,170,275
37
Male
15,881
Married
null
Bachelor's
null
16.947401
Urban
Comprehensive
0
12
585
3
2023-01-25 15:21:39.237118
Good
No
Rarely
Condo
812
1,170,276
37
Male
90,908
Married
0
Bachelor's
null
38.309631
Urban
Basic
3
18
775
7
2023-10-11 15:21:39.125660
Good
No
Daily
Apartment
112
1,170,277
60
Male
35
Single
0
Master's
Employed
5.879293
Rural
Premium
1
1
null
4
2023-03-19 15:21:39.134960
Poor
No
Monthly
Condo
709
1,170,278
41
Male
44,600
Single
4
High School
Unemployed
28.898553
Urban
Premium
1
0
535
4
2020-10-22 15:21:39.165120
Good
No
Daily
Condo
590
1,170,279
54
Male
28,897
Single
1
Master's
Unemployed
25.131229
Rural
Basic
null
2
535
7
2022-06-04 15:21:39.228521
Poor
No
Monthly
Apartment
441
1,170,280
33
Male
5,020
Married
1
High School
Self-Employed
14.724817
Suburban
Comprehensive
2
18
543
6
2022-01-10 15:21:39.191219
Poor
Yes
Daily
Apartment
1,781
1,170,281
40
Male
18,071
Divorced
null
Master's
Employed
25.146475
Rural
Premium
0
16
311
7
2023-06-24 15:21:39.166062
Poor
No
Monthly
Condo
1,003
1,170,282
47
Female
30,961
Married
null
Bachelor's
Unemployed
12.886828
Urban
Premium
0
9
656
8
2024-07-26 15:21:39.091080
Good
No
Daily
Condo
939
1,170,283
25
Male
23,282
Single
1
PhD
Self-Employed
45.566717
Urban
Premium
null
5
368
4
2023-07-21 15:21:39.237118
Poor
Yes
Daily
House
964
1,170,284
61
Male
38,119
Divorced
2
Bachelor's
Self-Employed
39.134638
Rural
Comprehensive
0
17
418
6
2020-01-30 15:21:39.286113
Good
No
Rarely
Apartment
1,606
1,170,285
35
Female
29,502
Married
0
Master's
Employed
5.466914
Urban
Premium
1
10
566
9
2023-03-25 15:21:39.279729
Poor
Yes
Weekly
Condo
544
1,170,286
28
Male
6,913
Married
1
Bachelor's
Unemployed
21.81469
Rural
Comprehensive
1
6
641
1
2021-05-19 15:21:39.186212
Average
No
Monthly
Apartment
708
1,170,287
27
Male
17,001
Divorced
0
Bachelor's
Unemployed
22.253506
Suburban
Premium
null
16
429
8
2024-06-27 15:21:39.134960
Good
No
Daily
Condo
719
1,170,288
18
Male
32,587
Married
4
High School
Unemployed
45.823768
Rural
Basic
null
9
715
1
2019-09-13 15:21:39.105504
Good
No
Monthly
House
576
1,170,289
24
Female
3,819
Single
0
Bachelor's
Unemployed
null
Suburban
Comprehensive
2
3
595
3
2022-09-07 15:21:39.150730
Average
Yes
Weekly
Apartment
2,474
1,170,290
27
Female
null
Divorced
4
Bachelor's
Employed
3.487657
Urban
Premium
0
9
388
1
2022-04-18 15:21:39.180553
Poor
Yes
Rarely
Condo
1,686
1,170,291
31
Male
23,528
Married
1
High School
Self-Employed
21.788286
Suburban
Basic
0
16
333
7
2021-01-28 15:21:39.248098
Average
Yes
Monthly
House
1,070
1,170,292
45
Male
44,619
Divorced
4
PhD
Employed
28.926764
Rural
Basic
0
5
438
5
2021-11-10 15:21:39.237118
Poor
No
Rarely
Condo
1,055
1,170,293
38
Male
2,856
Single
1
PhD
Unemployed
4.686082
Suburban
Basic
null
5
567
7
2020-12-17 15:21:39.122134
Good
No
Daily
House
38
1,170,294
18
Female
53,861
Divorced
4
Master's
Employed
38.381514
Rural
Comprehensive
3
8
742
7
2019-11-28 15:21:39.109552
Good
No
Daily
Apartment
37
1,170,295
24
Male
15,253
Married
3
Master's
Unemployed
6.826544
Urban
Premium
1
0
647
9
2021-06-06 15:21:39.175719
Poor
Yes
Daily
Apartment
614
1,170,296
27
Male
43,927
Single
3
High School
Self-Employed
28.824559
Urban
Basic
1
2
627
1
2021-03-28 15:21:39.134960
Average
Yes
Monthly
Apartment
2,296
1,170,297
49
Female
16,694
Married
null
PhD
Unemployed
10.177895
Urban
Basic
0
7
528
9
2022-08-29 15:21:39.133866
Average
Yes
Daily
Condo
3,399
1,170,298
56
Female
17,891
Divorced
3
Bachelor's
Self-Employed
17.922222
Suburban
Basic
null
9
831
8
2021-08-04 15:21:39.105504
Poor
Yes
Weekly
House
651
1,170,299
57
Male
31,477
Single
2
Bachelor's
Unemployed
43.914974
Suburban
Premium
null
0
365
4
2024-02-09 15:21:39.287115
Poor
No
Monthly
Condo
1,006