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
1,167,200
45
Female
26,562
Married
3
Master's
null
21.790543
Suburban
Premium
0
11
566
2
2021-11-12 15:21:39.198406
Good
No
Daily
Condo
1,387
1,167,201
32
Female
12,855
Divorced
0
Master's
Self-Employed
30.987921
Suburban
Comprehensive
null
14
738
9
2024-02-26 15:21:39.231531
Poor
Yes
Rarely
House
103
1,167,202
34
Male
17,862
Divorced
0
High School
Self-Employed
40.442424
Suburban
Comprehensive
1
0
705
6
2020-02-26 15:21:39.265513
Poor
No
Daily
Apartment
1,803
1,167,203
30
Female
null
Divorced
3
PhD
null
38.71913
Urban
Basic
0
10
432
3
2024-04-08 15:21:39.248098
Poor
Yes
Weekly
Apartment
1,085
1,167,204
51
Male
94,840
Single
3
Bachelor's
Unemployed
12.924432
Rural
Premium
0
7
300
1
2022-08-21 15:21:39.155231
Poor
No
Daily
House
1,444
1,167,205
60
Female
2,732
Divorced
3
PhD
Self-Employed
34.990906
Suburban
Premium
1
7
782
3
2022-09-07 15:21:39.218388
null
No
Monthly
Condo
549
1,167,206
29
Male
18,059
Married
3
High School
null
40.087021
Rural
Premium
2
7
521
1
2023-08-23 15:21:39.171102
Poor
Yes
Rarely
Apartment
489
1,167,207
31
Female
26,983
Married
2
Bachelor's
Employed
38.726399
Rural
Basic
2
0
535
1
2023-09-07 15:21:39.272456
Average
Yes
Rarely
House
956
1,167,208
20
Female
40,456
Single
null
High School
Employed
11.724704
Suburban
Basic
1
3
811
4
2020-10-16 15:21:39.245086
Good
No
Monthly
Apartment
882
1,167,209
48
Female
34,651
Single
4
Bachelor's
null
25.037294
Suburban
Basic
null
8
518
4
2024-06-01 15:21:39.151732
Good
No
Daily
Condo
597
1,167,210
20
Female
6,972
Single
3
Bachelor's
Unemployed
46.770079
Urban
Premium
1
0
null
3
2021-05-24 15:21:39.276901
Poor
Yes
Daily
Condo
2,601
1,167,211
23
Male
108,934
Married
2
PhD
Unemployed
32.777055
Urban
Basic
1
8
525
4
2021-01-12 15:21:39.173834
Poor
Yes
Weekly
House
33
1,167,212
22
Female
24,897
Single
2
High School
Employed
null
Rural
Basic
0
4
548
4
2020-10-28 15:21:39.256696
Average
No
Monthly
Apartment
528
1,167,213
35
Female
2,779
Single
4
High School
Employed
39.071562
Suburban
Comprehensive
1
2
495
1
2022-08-29 15:21:39.257696
Poor
Yes
Daily
Apartment
543
1,167,214
18
Female
40,693
Single
2
Bachelor's
Self-Employed
31.517856
Urban
Comprehensive
2
5
769
6
2020-05-09 15:21:39.150730
Poor
No
Daily
Apartment
729
1,167,215
24
Male
24,897
Single
3
PhD
Self-Employed
8.7798
Urban
Premium
0
0
619
3
2019-09-30 15:21:39.237118
Average
No
Monthly
Apartment
706
1,167,216
40
Male
10,015
Divorced
4
High School
Self-Employed
25.525664
Suburban
Comprehensive
0
1
476
7
2020-02-22 15:21:39.272456
Average
Yes
Weekly
House
949
1,167,217
38
Female
38,161
Married
4
Master's
Self-Employed
15.93554
Rural
Comprehensive
1
11
446
4
2024-05-01 15:21:39.126661
Poor
Yes
Rarely
Apartment
997
1,167,218
52
Female
81,338
Divorced
4
PhD
Unemployed
32.777204
Suburban
Comprehensive
2
8
513
2
2022-05-05 15:21:39.134960
Average
Yes
Weekly
Condo
2,222
1,167,219
64
Female
null
Married
4
PhD
Self-Employed
41.586854
Urban
Basic
0
2
388
6
2024-02-21 15:21:39.155231
Poor
No
Weekly
Condo
728
1,167,220
61
Male
221
Married
1
PhD
Unemployed
21.711423
Urban
Comprehensive
0
19
696
1
2020-01-23 15:21:39.134960
Average
Yes
Daily
House
1,016
1,167,221
63
Male
9,938
Divorced
4
High School
Employed
50.819313
Urban
Comprehensive
2
7
563
9
2020-07-26 15:21:39.081504
Poor
No
Rarely
Condo
1,514
1,167,222
50
Female
33,701
Single
2
Master's
Unemployed
38.943245
Suburban
Basic
null
1
607
5
2021-07-01 15:21:39.186212
Poor
Yes
Monthly
Apartment
506
1,167,223
44
Female
17,107
Single
0
Master's
null
28.816233
Suburban
Premium
null
13
678
5
2021-02-16 15:21:39.143708
Good
No
Rarely
House
1,422
1,167,224
19
Female
20,709
Married
4
High School
Self-Employed
26.391394
Rural
Comprehensive
0
2
730
8
2022-11-11 15:21:39.134960
Poor
Yes
Monthly
House
20
1,167,225
38
Female
6,991
Divorced
1
Master's
Unemployed
19.81881
Rural
Basic
1
0
766
7
2022-02-01 15:21:39.098696
Poor
No
Monthly
Apartment
2,892
1,167,226
37
Female
2,077
Single
3
Bachelor's
Unemployed
3.873021
Suburban
Comprehensive
null
1
515
3
2020-01-22 15:21:39.232526
Good
No
Weekly
House
256
1,167,227
28
Male
13,147
Married
3
High School
null
14.001973
Rural
Premium
1
13
813
9
2021-10-13 15:21:39.204790
Poor
Yes
Daily
Apartment
220
1,167,228
63
Male
64,420
Single
4
High School
Unemployed
36.686473
Rural
Basic
3
11
634
9
2023-04-23 15:21:39.186212
null
Yes
Rarely
Condo
135
1,167,229
58
Female
5,894
Divorced
3
Master's
Self-Employed
51.753326
Urban
Comprehensive
null
12
473
5
2023-11-07 15:21:39.134960
Good
No
Rarely
House
1,570
1,167,230
36
Female
1,218
Divorced
null
Bachelor's
Self-Employed
40.046082
Urban
Premium
null
13
378
3
2020-01-28 15:21:39.081504
Poor
Yes
Rarely
Condo
1,682
1,167,231
33
Male
10,981
Married
4
High School
Self-Employed
25.908714
Urban
Premium
0
8
549
5
2020-12-12 15:21:39.274993
Good
No
Rarely
House
23
1,167,232
19
Female
35,682
Single
0
Bachelor's
Unemployed
35.123038
Suburban
Comprehensive
null
16
557
5
2022-08-12 15:21:39.120168
Average
No
Weekly
Apartment
1,764
1,167,233
52
Female
27,281
Single
2
Master's
Self-Employed
39.035433
Suburban
Premium
2
1
717
5
2020-11-11 15:21:39.237118
Good
Yes
Monthly
Condo
482
1,167,234
37
Male
907
Divorced
4
High School
Unemployed
9.774829
Urban
Basic
null
5
439
3
2021-12-19 15:21:39.113566
Poor
No
Weekly
House
3,253
1,167,235
28
Male
20,705
Divorced
0
Bachelor's
null
42.868108
Urban
Comprehensive
0
2
348
5
2022-11-20 15:21:39.092127
Good
No
Rarely
Apartment
474
1,167,236
44
Female
61,839
Single
0
PhD
Self-Employed
25.896465
Rural
Comprehensive
2
14
694
6
2024-07-10 15:21:39.087123
Average
No
Weekly
Condo
2,075
1,167,237
64
Female
66,488
Divorced
1
Bachelor's
Self-Employed
29.827304
Suburban
Premium
null
18
787
3
2019-09-01 15:21:39.279729
Average
No
Rarely
Condo
29
1,167,238
49
Female
109,515
Married
4
Bachelor's
Self-Employed
17.042644
Urban
Basic
3
16
526
3
2022-05-03 15:21:39.097737
Average
No
Weekly
House
415
1,167,239
64
Male
16,188
Married
1
Bachelor's
Self-Employed
8.94843
Suburban
Premium
0
14
null
3
2023-07-08 15:21:39.126661
Poor
No
Weekly
House
857
1,167,240
27
Female
88,957
Married
3
Bachelor's
Unemployed
25.282363
Rural
Comprehensive
0
18
336
1
2022-05-24 15:21:39.097737
Average
No
Rarely
Apartment
1,261
1,167,241
55
Female
6,095
Married
3
Bachelor's
Employed
15.865976
Urban
Basic
1
9
688
6
2023-01-25 15:21:39.118178
Good
Yes
Rarely
Apartment
668
1,167,242
25
Male
24,299
Divorced
4
Master's
Unemployed
20.998977
Rural
Comprehensive
0
6
641
8
2021-04-26 15:21:39.171102
Average
Yes
Rarely
Condo
955
1,167,243
39
Male
31,596
Single
2
Bachelor's
Self-Employed
36.038579
Urban
Basic
1
14
384
7
2022-11-09 15:21:39.244069
Good
No
Weekly
House
1,263
1,167,244
37
Female
1,336
Married
4
Bachelor's
Employed
16.601988
Urban
Premium
null
8
null
6
2023-10-28 15:21:39.134960
Good
No
Monthly
Condo
3,249
1,167,245
26
Female
6,663
Divorced
4
PhD
Unemployed
44.275829
Rural
Premium
0
8
703
9
2022-12-29 15:21:39.134960
Average
Yes
Monthly
Apartment
61
1,167,246
33
Male
5,907
Divorced
4
High School
Unemployed
null
Rural
Premium
0
0
null
2
2022-07-25 15:21:39.207847
Average
No
Rarely
Apartment
767
1,167,247
35
Male
39,734
Single
4
Master's
Self-Employed
null
Suburban
Comprehensive
1
14
665
7
2022-10-23 15:21:39.259788
Poor
No
Rarely
Condo
495
1,167,248
19
Male
86,591
Single
3
PhD
Self-Employed
45.934305
Suburban
Comprehensive
0
3
421
4
2023-07-16 15:21:39.118178
Average
No
Monthly
Apartment
1,309
1,167,249
59
Male
7,834
Single
2
Bachelor's
Unemployed
14.913832
Suburban
Comprehensive
null
11
793
6
2023-08-25 15:21:39.134960
null
Yes
Rarely
Apartment
739
1,167,250
21
Male
null
Married
3
PhD
Self-Employed
12.91446
Suburban
Comprehensive
1
10
751
2
2023-03-11 15:21:39.209847
Average
Yes
Weekly
House
242
1,167,251
null
Male
81,865
Married
null
Bachelor's
Unemployed
8.17061
Suburban
Comprehensive
null
16
315
3
2022-07-23 15:21:39.206847
Average
Yes
Weekly
Apartment
1,608
1,167,252
28
Male
null
Single
0
High School
Self-Employed
28.868209
Suburban
Premium
0
17
319
1
2021-09-14 15:21:39.272456
Good
Yes
Daily
House
1,475
1,167,253
46
Male
15,802
Single
1
High School
null
11.090829
Urban
Basic
0
18
424
2
2021-09-30 15:21:39.155231
Poor
Yes
Weekly
Condo
1,194
1,167,254
54
Female
35,644
Married
0
High School
null
8.263916
Urban
Comprehensive
0
12
563
9
2022-11-13 15:21:39.092127
Average
No
Rarely
Apartment
1,137
1,167,255
50
Female
23,863
Single
0
Master's
Self-Employed
47.695534
Suburban
Comprehensive
2
14
null
3
2021-01-05 15:21:39.237118
Good
No
Rarely
Apartment
812
1,167,256
22
Male
91,621
null
2
PhD
Self-Employed
24.94641
Rural
Comprehensive
0
8
759
7
2023-12-03 15:21:39.288099
null
No
Weekly
Apartment
1,551
1,167,257
64
Male
38,298
Married
3
Bachelor's
Employed
16.929626
Urban
Basic
null
5
796
8
2023-05-13 15:21:39.202448
Good
Yes
Weekly
House
1,006
1,167,258
23
Female
37,188
Married
2
High School
null
33.876999
Urban
Basic
0
0
573
1
2020-07-23 15:21:39.249100
Good
Yes
Monthly
House
597
1,167,259
58
Male
64,467
Married
null
High School
Unemployed
26.641934
Rural
Comprehensive
1
8
431
4
2020-06-18 15:21:39.283783
Good
No
Rarely
House
1,211
1,167,260
20
Male
3,135
Divorced
0
PhD
null
11.558747
Rural
Basic
null
3
null
4
2021-09-12 15:21:39.152732
Average
No
Monthly
Apartment
4,821
1,167,261
22
Male
144,500
Divorced
1
High School
null
31.451749
Urban
Premium
3
6
789
3
2019-11-08 15:21:39.258696
Poor
No
Rarely
House
25
1,167,262
35
Male
14,897
Divorced
4
Bachelor's
Unemployed
46.848803
Rural
Premium
null
13
462
3
2023-09-09 15:21:39.102694
Poor
Yes
Daily
Condo
1,401
1,167,263
35
Male
40,105
Divorced
3
PhD
Unemployed
26.006639
Urban
Comprehensive
null
4
715
5
2023-12-14 15:21:39.155231
Good
No
Rarely
Apartment
3,298
1,167,264
53
Male
2,480
Divorced
3
PhD
Self-Employed
36.095867
Urban
Premium
2
15
707
9
2022-03-06 15:21:39.237118
Good
No
Monthly
Apartment
1,557
1,167,265
62
Female
47,628
Divorced
4
Bachelor's
null
15.131869
Suburban
Basic
null
1
383
9
2024-07-16 15:21:39.106582
null
No
Rarely
Apartment
1,252
1,167,266
43
Female
26,932
Divorced
3
Bachelor's
Unemployed
29.924298
Rural
Premium
1
17
499
7
2022-04-08 15:21:39.134960
Average
Yes
Monthly
Apartment
341
1,167,267
18
Female
44,774
Divorced
4
High School
null
12.959215
Rural
Basic
null
15
721
1
2021-05-01 15:21:39.181605
Average
Yes
Monthly
House
2,406
1,167,268
37
Female
88,040
null
4
High School
null
32.895417
Rural
Premium
1
0
320
9
2022-10-28 15:21:39.080440
Average
Yes
Daily
House
368
1,167,269
60
Male
27,982
Divorced
4
Master's
null
28.08951
Rural
Comprehensive
2
18
753
2
2021-07-14 15:21:39.171102
Good
No
Monthly
House
1,311
1,167,270
46
Female
27,981
Married
1
Bachelor's
Employed
12.002764
Urban
Premium
null
5
767
2
2021-01-14 15:21:39.176717
Good
Yes
Daily
Condo
483
1,167,271
44
Male
18,062
Married
4
Bachelor's
null
27.291804
Urban
Basic
null
19
558
7
2019-12-12 15:21:39.235012
Average
No
Daily
Condo
909
1,167,272
54
Female
null
Married
1
PhD
Self-Employed
26.917046
Rural
Premium
1
19
690
2
2020-05-29 15:21:39.097737
Average
Yes
Rarely
Condo
235
1,167,273
54
Male
71,527
Divorced
1
Master's
Employed
17.647371
Suburban
Premium
2
15
566
8
2021-08-02 15:21:39.184157
Average
No
Rarely
Apartment
2,854
1,167,274
63
Female
6,906
Married
null
Bachelor's
Self-Employed
9.464843
Urban
Premium
1
1
null
8
2023-04-10 15:21:39.166062
Good
Yes
Weekly
House
462
1,167,275
26
Male
17,059
Married
4
PhD
Unemployed
25.654523
Suburban
Basic
null
14
563
1
2022-01-14 15:21:39.155231
null
No
Monthly
House
647
1,167,276
61
Male
113,271
Single
null
Master's
Employed
28.156371
Urban
Basic
1
8
697
1
2022-11-29 15:21:39.211806
Average
No
Daily
House
291
1,167,277
32
Male
11,563
Divorced
null
PhD
Employed
28.39054
Urban
Comprehensive
2
9
513
9
2024-04-28 15:21:39.164044
Average
Yes
Rarely
Condo
2,185
1,167,278
38
Male
92,631
Single
4
PhD
Employed
null
Rural
Premium
null
4
552
3
2024-02-09 15:21:39.154008
null
No
Rarely
House
581
1,167,279
24
Female
16,086
Single
1
High School
Self-Employed
21.565939
Rural
Basic
0
0
742
8
2022-04-23 15:21:39.134960
Poor
No
Daily
Condo
663
1,167,280
50
Male
75,676
Single
1
High School
Employed
11.31854
Rural
Premium
null
17
387
1
2021-03-18 15:21:39.237118
Poor
Yes
Weekly
Condo
3,835
1,167,281
29
Male
706
Single
4
Master's
Employed
33.835988
Urban
Basic
null
11
751
3
2023-11-21 15:21:39.265513
Good
Yes
Weekly
Condo
24
1,167,282
48
Female
4,717
Divorced
1
Master's
Unemployed
40.924575
Suburban
Premium
0
13
755
1
2021-06-01 15:21:39.250151
Good
No
Daily
House
92
1,167,283
24
Female
24,888
Divorced
4
Bachelor's
Self-Employed
21.790067
Suburban
Comprehensive
null
15
540
6
2019-10-13 15:21:39.118178
Average
No
Daily
House
493
1,167,284
55
Male
1,155
Divorced
0
Master's
Employed
20.26887
Urban
Basic
0
8
841
8
2021-02-13 15:21:39.237118
Poor
Yes
Monthly
House
2,757
1,167,285
51
Female
10,178
Married
4
High School
Employed
30.142299
Urban
Premium
0
12
439
1
2023-07-24 15:21:39.188220
Good
Yes
Rarely
House
724
1,167,286
58
Female
5,731
Married
2
High School
null
20.132874
Rural
Comprehensive
1
11
639
1
2021-09-14 15:21:39.129190
Average
No
Weekly
House
1,647
1,167,287
19
Female
2,906
Single
3
Bachelor's
Employed
44.372482
Suburban
Comprehensive
0
8
621
5
2023-04-27 15:21:39.121169
Poor
Yes
Daily
Condo
434
1,167,288
20
Female
61,364
Divorced
2
Master's
Employed
14.539647
Suburban
Comprehensive
null
2
424
9
2020-08-10 15:21:39.222387
Poor
No
Weekly
Apartment
4,172
1,167,289
18
Male
135,305
Married
1
High School
Employed
36.753039
Urban
Comprehensive
0
3
384
6
2022-12-14 15:21:39.155231
Good
No
Rarely
House
259
1,167,290
54
Male
3,935
Divorced
2
Master's
null
13.552387
Suburban
Premium
null
12
309
5
2019-11-01 15:21:39.183598
Good
Yes
Daily
Apartment
652
1,167,291
30
Female
5,068
Divorced
1
PhD
Employed
37.23505
Suburban
Premium
0
0
772
5
2020-12-27 15:21:39.134960
Good
Yes
Monthly
Apartment
20
1,167,292
24
Female
75,485
Married
3
Bachelor's
Unemployed
26.640037
Urban
Basic
1
1
825
5
2021-02-08 15:21:39.176717
Good
No
Weekly
House
296
1,167,293
23
Male
6,730
Divorced
1
Master's
Employed
40.687837
Rural
Comprehensive
2
9
485
2
2019-11-15 15:21:39.237118
Poor
Yes
Daily
House
563
1,167,294
35
Male
37,485
Married
0
Bachelor's
Employed
24.892215
Urban
Premium
0
3
766
4
2022-09-09 15:21:39.206847
Average
No
Weekly
Apartment
528
1,167,295
57
Male
65,743
Single
0
Bachelor's
Unemployed
17.878203
Rural
Premium
1
14
622
3
2019-09-22 15:21:39.282785
Good
Yes
Rarely
Condo
2,087
1,167,296
23
Male
15,556
null
4
Master's
Self-Employed
35.246432
Urban
Basic
null
0
314
9
2024-07-27 15:21:39.237118
Average
Yes
Rarely
Condo
20
1,167,297
22
Male
52,640
Single
0
PhD
Employed
11.440086
Suburban
Premium
0
0
849
3
2021-06-06 15:21:39.082499
Average
No
Weekly
Apartment
184
1,167,298
35
Male
27,442
Divorced
2
Bachelor's
Employed
9.291866
Urban
Basic
1
13
818
7
2023-08-05 15:21:39.131192
Poor
Yes
Daily
Condo
1,678
1,167,299
25
Female
4,095
Single
4
Bachelor's
Employed
19.93637
Urban
Basic
3
3
383
1
2020-03-22 15:21:39.132191
Average
Yes
Rarely
House
905