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
1,159,200
62
Female
40,861
Divorced
null
Master's
Unemployed
31.15584
Suburban
Premium
1
4
783
8
2022-02-26 15:21:39.223901
Poor
Yes
Rarely
House
1,262
1,159,201
37
Female
44,954
Married
0
PhD
Unemployed
31.582854
Suburban
Basic
null
14
694
8
2020-12-26 15:21:39.155231
Average
No
Weekly
Condo
1,313
1,159,202
43
Male
18,097
Divorced
4
PhD
Self-Employed
14.715578
Rural
Premium
null
12
394
2
2023-10-11 15:21:39.155231
Good
No
Daily
Condo
896
1,159,203
56
Male
21,309
Divorced
3
High School
Employed
28.527221
Suburban
Basic
2
17
545
7
2023-12-23 15:21:39.229482
Good
Yes
Daily
Condo
1,359
1,159,204
20
Female
1,314
Married
2
Bachelor's
Unemployed
29.039457
Urban
Basic
1
17
622
3
2021-05-09 15:21:39.226954
Poor
Yes
Weekly
Condo
2,417
1,159,205
18
Female
52,352
Married
1
Master's
Unemployed
29.922345
Urban
Premium
1
16
319
2
2024-02-16 15:21:39.233485
Average
No
Rarely
Condo
559
1,159,206
35
Male
35,754
Divorced
3
Master's
Employed
9.683523
Urban
Comprehensive
1
14
830
2
2020-12-22 15:21:39.202448
Poor
Yes
Monthly
House
31
1,159,207
51
Male
12,905
null
1
Bachelor's
null
27.966406
Suburban
Basic
0
3
785
2
2021-07-29 15:21:39.147735
Average
No
Daily
Condo
203
1,159,208
55
Male
16,285
Single
4
Master's
Self-Employed
30.874647
Urban
Premium
0
14
658
2
2021-02-16 15:21:39.126661
Poor
Yes
Rarely
House
845
1,159,209
54
Male
22,922
Single
2
PhD
Unemployed
30.486464
Rural
Comprehensive
null
12
706
7
2021-06-19 15:21:39.223390
Average
No
Weekly
Apartment
872
1,159,210
56
Female
4,131
Single
null
Bachelor's
Employed
21.165875
Urban
Basic
1
10
472
7
2021-07-02 15:21:39.095696
Poor
No
Monthly
Apartment
779
1,159,211
61
Male
18,078
Married
2
Master's
Employed
49.769409
Suburban
Comprehensive
null
10
609
6
2023-06-16 15:21:39.289099
Good
No
Weekly
Apartment
687
1,159,212
63
Female
30,343
Single
0
Master's
Employed
9.033914
Suburban
Comprehensive
1
1
718
6
2023-10-16 15:21:39.133866
Good
Yes
Daily
Apartment
578
1,159,213
21
Female
5,920
Divorced
4
High School
Employed
20.857984
Rural
Premium
1
18
738
8
2024-03-28 15:21:39.134960
Good
Yes
Weekly
Condo
3,022
1,159,214
50
Female
null
Single
0
High School
null
10.098125
Urban
Comprehensive
0
16
406
5
2024-03-19 15:21:39.119168
Good
No
Weekly
Apartment
631
1,159,215
37
Male
69,532
Married
1
Bachelor's
null
25.719284
Urban
Basic
1
4
379
8
2022-12-16 15:21:39.085129
Good
No
Weekly
Condo
761
1,159,216
36
Female
17,863
Single
0
High School
Unemployed
14.908691
Urban
Basic
null
10
521
2
2021-05-08 15:21:39.181605
Poor
Yes
Monthly
Condo
1,072
1,159,217
58
Male
25,648
Divorced
3
Master's
null
18.314912
Suburban
Premium
3
13
541
2
2022-10-28 15:21:39.213373
Average
Yes
Monthly
Condo
29
1,159,218
57
Male
4,843
Single
null
High School
null
null
Suburban
Basic
0
14
756
8
2022-06-23 15:21:39.204790
Good
No
Rarely
House
591
1,159,219
58
Male
27,863
Divorced
3
High School
Self-Employed
16.637692
Rural
Premium
0
18
null
2
2020-11-04 15:21:39.144722
Poor
No
Daily
Condo
543
1,159,220
35
Male
76,415
Divorced
0
High School
null
18.611581
Rural
Premium
0
0
751
8
2022-04-17 15:21:39.194829
Average
No
Weekly
House
162
1,159,221
53
Female
1,260
Married
null
High School
Employed
15.923496
Rural
Comprehensive
null
16
437
1
2021-11-18 15:21:39.228521
Average
No
Monthly
Condo
442
1,159,222
59
Male
5,632
Single
3
PhD
null
23.356595
Suburban
Comprehensive
1
0
556
8
2023-07-22 15:21:39.098696
Poor
No
Monthly
House
1,709
1,159,223
20
Female
26,690
Single
2
High School
Employed
29.904385
Suburban
Comprehensive
2
6
430
7
2020-12-10 15:21:39.164044
Average
Yes
Monthly
Condo
30
1,159,224
48
Female
7,091
Divorced
4
PhD
null
9.845786
Rural
Comprehensive
1
18
null
8
2022-03-04 15:21:39.237118
Poor
Yes
Daily
House
1,103
1,159,225
25
Male
16,761
Single
null
PhD
Employed
6.038381
Urban
Comprehensive
null
16
543
2
2024-03-08 15:21:39.155231
Average
Yes
Weekly
House
2,740
1,159,226
64
Male
14,069
Single
1
Master's
Employed
44.127989
Rural
Comprehensive
1
16
562
1
2020-06-24 15:21:39.145732
Poor
Yes
Rarely
Apartment
749
1,159,227
51
Male
70,858
Single
0
High School
null
32.828601
Suburban
Comprehensive
null
8
646
7
2021-09-29 15:21:39.282785
Average
No
Rarely
Apartment
187
1,159,228
53
Male
52,938
Divorced
3
Master's
Self-Employed
33.187414
Suburban
Basic
1
6
366
3
2021-11-09 15:21:39.236064
Good
Yes
Rarely
House
1,092
1,159,229
63
Female
239
Married
4
PhD
Unemployed
31.771166
Rural
Premium
1
3
781
1
2022-12-18 15:21:39.244069
Average
Yes
Rarely
House
110
1,159,230
35
Female
30,450
Single
4
High School
Employed
45.60705
Suburban
Basic
2
7
511
4
2020-08-15 15:21:39.098696
Good
No
Daily
Apartment
818
1,159,231
47
Male
28,897
Single
2
Master's
null
14.02763
Rural
Comprehensive
null
2
703
7
2020-01-15 15:21:39.155231
Good
Yes
Monthly
Apartment
1,531
1,159,232
31
Male
38,786
Divorced
1
Master's
null
18.717607
Suburban
Basic
1
14
823
6
2021-09-14 15:21:39.155231
Average
No
Weekly
Apartment
562
1,159,233
45
Male
38,983
Married
1
High School
Employed
24.835595
Suburban
Comprehensive
5
1
null
8
2023-10-25 15:21:39.085129
Poor
No
Monthly
House
1,544
1,159,234
61
Female
8,863
Divorced
3
PhD
Employed
24.848371
Suburban
Basic
1
12
813
9
2024-07-16 15:21:39.282785
Good
No
Rarely
House
32
1,159,235
20
Male
748
null
2
PhD
Unemployed
17.639721
Rural
Premium
1
8
435
3
2023-07-08 15:21:39.084065
Average
Yes
Rarely
Apartment
404
1,159,236
54
Female
37,211
Married
4
Master's
Unemployed
25.55533
Rural
Comprehensive
null
1
819
4
2023-02-05 15:21:39.134960
Average
Yes
Rarely
House
1,556
1,159,237
20
Female
7,073
Married
4
PhD
Self-Employed
34.764774
Urban
Comprehensive
1
9
839
4
2021-08-28 15:21:39.155231
Poor
No
Daily
Apartment
1,119
1,159,238
60
Female
18,086
Single
4
Bachelor's
null
15.987599
Suburban
Basic
2
18
709
2
2023-10-10 15:21:39.223901
null
Yes
Rarely
Condo
1,129
1,159,239
32
Male
5,040
Single
2
PhD
null
7.989994
Rural
Comprehensive
0
15
449
3
2021-08-27 15:21:39.097737
Average
No
Daily
House
1,284
1,159,240
38
Female
137,927
Married
4
Master's
Self-Employed
18.36553
Suburban
Basic
0
18
397
2
2021-06-30 15:21:39.174719
Good
Yes
Weekly
Condo
442
1,159,241
57
Male
15,817
Married
0
Bachelor's
Unemployed
37.274528
Urban
Premium
null
4
362
5
2024-03-18 15:21:39.214388
Good
Yes
Monthly
Apartment
514
1,159,242
42
Male
22,793
Divorced
1
PhD
null
41.122345
Urban
Comprehensive
0
18
459
4
2022-02-17 15:21:39.246098
Average
Yes
Daily
House
855
1,159,243
54
Female
17,272
Married
2
PhD
null
26.232218
Urban
Premium
1
2
572
8
2021-06-23 15:21:39.237118
Good
Yes
Weekly
Apartment
29
1,159,244
64
Female
32,048
Single
3
Master's
null
52.459003
Rural
Basic
null
6
null
4
2020-10-10 15:21:39.221386
Average
No
Weekly
Condo
1,871
1,159,245
24
Male
6,841
Married
1
Bachelor's
null
51.697852
Urban
Comprehensive
null
8
816
5
2021-03-12 15:21:39.279729
Poor
No
Daily
Condo
772
1,159,246
28
Female
1,245
Single
0
High School
Unemployed
9.938801
Urban
Premium
2
9
667
4
2022-11-17 15:21:39.190215
Good
Yes
Weekly
House
1,201
1,159,247
57
Female
49,840
Single
1
Master's
Employed
20.428937
Urban
Comprehensive
1
6
447
9
2019-12-10 15:21:39.151732
Average
Yes
Rarely
Condo
1,168
1,159,248
55
Female
6,094
Single
3
Master's
Employed
39.737755
Suburban
Premium
0
14
null
8
2022-10-13 15:21:39.155231
Poor
Yes
Weekly
Condo
719
1,159,249
18
Female
56,611
Married
4
PhD
Unemployed
null
Rural
Comprehensive
null
12
755
4
2021-08-05 15:21:39.164044
Good
No
Rarely
Apartment
1,885
1,159,250
47
Female
66,145
Married
1
Bachelor's
null
32.078168
Urban
Comprehensive
null
16
344
6
2022-08-13 15:21:39.261856
Average
No
Monthly
Apartment
2,852
1,159,251
24
Female
16,211
Single
3
Bachelor's
Self-Employed
19.583695
Suburban
Comprehensive
0
5
null
1
2023-03-18 15:21:39.171102
Poor
No
Rarely
House
479
1,159,252
53
Male
18,061
Divorced
3
Bachelor's
Employed
26.881404
Suburban
Premium
2
10
781
5
2020-04-26 15:21:39.237118
Poor
No
Weekly
Apartment
3,120
1,159,253
62
Male
51,476
Single
1
PhD
Employed
4.869131
Suburban
Comprehensive
0
1
729
3
2021-11-25 15:21:39.287115
Average
Yes
Weekly
House
146
1,159,254
36
Female
29,056
Divorced
4
PhD
Self-Employed
null
Urban
Premium
3
17
698
8
2019-10-05 15:21:39.134960
Average
No
Monthly
Apartment
1,337
1,159,255
54
Male
28,991
Single
0
High School
null
24.637785
Suburban
Basic
0
7
801
5
2020-09-08 15:21:39.155231
Average
No
Daily
Apartment
691
1,159,256
23
Male
1,269
Divorced
1
PhD
null
5.846508
Rural
Basic
2
12
602
3
2021-07-18 15:21:39.123711
Poor
Yes
Daily
Condo
749
1,159,257
39
Male
14,053
Single
null
PhD
Self-Employed
13.2939
Rural
Basic
0
17
632
9
2024-01-09 15:21:39.237118
Average
Yes
Weekly
Apartment
893
1,159,258
53
Female
3,258
Single
2
High School
Employed
null
Urban
Premium
0
13
567
8
2023-05-13 15:21:39.188220
Poor
Yes
Monthly
Condo
1,484
1,159,259
41
Male
4,854
Divorced
4
PhD
Employed
32.373526
Urban
Premium
null
14
442
3
2021-05-22 15:21:39.237118
Good
Yes
Monthly
Apartment
437
1,159,260
32
Male
10,558
Divorced
4
High School
null
15.755624
Suburban
Comprehensive
1
1
688
7
2021-02-19 15:21:39.194829
Average
No
Daily
House
247
1,159,261
22
Female
39,255
Married
1
Master's
Unemployed
23.659897
Rural
Comprehensive
2
6
453
2
2023-10-29 15:21:39.084065
Average
Yes
Daily
Condo
632
1,159,262
43
Female
13,984
Divorced
1
Bachelor's
null
15.457076
Urban
Comprehensive
1
17
578
6
2022-07-17 15:21:39.207847
Good
Yes
Monthly
Condo
1,074
1,159,263
45
Female
null
Single
4
Master's
null
38.55418
Rural
Comprehensive
null
0
620
1
2021-01-16 15:21:39.155231
Poor
No
Monthly
House
108
1,159,264
23
Female
120,585
Single
4
Bachelor's
Self-Employed
39.082726
Rural
Premium
1
13
454
5
2022-02-25 15:21:39.285112
Average
No
Weekly
Condo
1,669
1,159,265
27
Male
5,544
Single
4
PhD
Unemployed
19.236814
Urban
Basic
1
19
834
9
2022-01-29 15:21:39.151732
Average
Yes
Rarely
Apartment
648
1,159,266
62
Male
20,926
Divorced
2
High School
Employed
29.568976
Rural
Premium
null
2
415
9
2024-07-10 15:21:39.088124
Good
No
Rarely
Condo
1,474
1,159,267
58
Male
39,425
Married
0
Bachelor's
Self-Employed
37.927972
Rural
Basic
null
15
784
9
2023-02-10 15:21:39.186212
Poor
No
Daily
House
1,588
1,159,268
51
Female
63,025
Divorced
2
High School
Employed
33.899964
Rural
Premium
null
1
761
1
2020-04-23 15:21:39.196387
Average
No
Rarely
Apartment
364
1,159,269
27
Female
69,143
Single
3
High School
Employed
44.596676
Rural
Premium
null
16
508
9
2024-04-10 15:21:39.096739
Average
No
Daily
Apartment
2,654
1,159,270
23
Female
null
Divorced
0
Bachelor's
Employed
20.5576
Suburban
Comprehensive
0
7
431
9
2020-05-26 15:21:39.168099
Poor
No
Rarely
Condo
1,180
1,159,271
23
Male
103,075
Married
4
Bachelor's
Unemployed
51.744246
Rural
Basic
0
5
602
4
2022-03-26 15:21:39.134960
Poor
No
Monthly
House
817
1,159,272
36
Male
3,458
Married
2
High School
Self-Employed
null
Suburban
Premium
0
9
774
5
2022-11-28 15:21:39.087123
Good
No
Weekly
Apartment
923
1,159,273
18
Male
29,585
Married
0
PhD
Self-Employed
11.068442
Suburban
Comprehensive
1
3
691
6
2021-05-21 15:21:39.171102
Poor
Yes
Rarely
Apartment
611
1,159,274
56
Female
29,173
Married
2
High School
Unemployed
26.596714
Suburban
Basic
null
2
594
5
2023-11-19 15:21:39.206847
Average
Yes
Rarely
Apartment
678
1,159,275
61
Male
null
Single
null
High School
Unemployed
51.630969
Rural
Comprehensive
2
12
671
4
2023-04-07 15:21:39.079128
Good
Yes
Weekly
Apartment
1,879
1,159,276
19
Female
31,998
Married
3
PhD
Self-Employed
43.492064
Suburban
Basic
null
17
839
6
2023-04-02 15:21:39.112553
Poor
No
Monthly
Apartment
720
1,159,277
58
Female
24,000
Single
1
High School
Employed
24.829339
Suburban
Premium
0
6
null
1
2022-02-21 15:21:39.237118
Poor
No
Weekly
Apartment
1,876
1,159,278
42
Male
43,858
null
1
High School
Unemployed
10.248771
Urban
Comprehensive
0
2
609
5
2021-06-17 15:21:39.237118
Average
Yes
Daily
Apartment
1,217
1,159,279
46
Male
131,885
Divorced
1
High School
Self-Employed
null
Urban
Premium
null
1
null
1
2022-11-12 15:21:39.188220
Good
Yes
Weekly
Condo
3,352
1,159,280
43
Female
1,018
Divorced
2
PhD
Employed
17.178965
Rural
Basic
null
4
589
1
2020-02-28 15:21:39.155231
Poor
Yes
Rarely
Condo
2,486
1,159,281
43
Female
29,072
Single
2
Bachelor's
null
41.271389
Suburban
Basic
null
12
642
6
2020-04-29 15:21:39.121169
Good
No
Rarely
Apartment
668
1,159,282
19
Male
94,586
Married
2
PhD
null
27.534197
Rural
Premium
null
3
456
1
2020-04-12 15:21:39.236064
Average
Yes
Daily
House
839
1,159,283
51
Female
8,078
null
0
PhD
null
39.766357
Urban
Comprehensive
0
18
491
3
2022-05-25 15:21:39.079128
Average
No
Weekly
House
1,456
1,159,284
21
Female
62,660
Single
4
Master's
Unemployed
38.595529
Rural
Comprehensive
2
6
445
4
2023-09-21 15:21:39.259788
Poor
No
Monthly
Apartment
1,196
1,159,285
null
Male
4,116
Married
2
Master's
Unemployed
15.120622
Rural
Basic
0
1
771
4
2021-11-08 15:21:39.274993
Poor
No
Rarely
House
3,256
1,159,286
42
Male
47,078
Divorced
2
Master's
null
24.91855
Urban
Basic
null
17
406
4
2024-03-20 15:21:39.225916
Poor
Yes
Weekly
Apartment
571
1,159,287
31
Male
16,339
Divorced
2
PhD
null
11.869009
Rural
Premium
1
16
462
7
2020-10-20 15:21:39.155231
Poor
No
Weekly
Apartment
942
1,159,288
50
Male
15,681
Divorced
4
Master's
Employed
28.04268
Rural
Comprehensive
0
19
582
6
2021-01-18 15:21:39.222387
Poor
Yes
Rarely
Apartment
964
1,159,289
28
Female
9,544
Single
1
PhD
Unemployed
24.837988
Urban
Comprehensive
0
18
758
8
2024-07-26 15:21:39.085129
Poor
Yes
Rarely
Apartment
1,064
1,159,290
46
Male
43,898
Married
2
High School
Employed
32.278833
Urban
Comprehensive
1
3
559
4
2019-12-15 15:21:39.177724
Poor
No
Rarely
House
919
1,159,291
63
Male
4,749
Married
3
PhD
Employed
36.550102
Suburban
Comprehensive
3
19
452
8
2023-07-17 15:21:39.122134
Good
Yes
Rarely
Condo
2,610
1,159,292
40
Female
6,903
Single
0
High School
null
40.63612
Suburban
Comprehensive
1
5
null
3
2021-08-24 15:21:39.088124
Average
Yes
Daily
Condo
648
1,159,293
40
Male
18,085
Single
0
Master's
null
22.417775
Urban
Basic
1
15
743
8
2024-03-06 15:21:39.082499
Good
Yes
Monthly
Condo
1,733
1,159,294
28
Male
76,593
Divorced
1
Bachelor's
null
13.717255
Suburban
Premium
0
16
467
8
2022-06-04 15:21:39.155231
Average
Yes
Rarely
Apartment
25
1,159,295
39
Female
5,035
Single
4
Master's
null
21.984968
Rural
Basic
null
4
623
2
2019-12-27 15:21:39.134960
Average
Yes
Weekly
House
498
1,159,296
27
Female
89,472
Married
4
PhD
Employed
16.63978
Rural
Comprehensive
0
15
335
8
2023-10-31 15:21:39.209847
Good
No
Monthly
Condo
1,167
1,159,297
21
Female
51,582
Divorced
1
Master's
Self-Employed
17.625646
Suburban
Premium
1
12
464
5
2021-03-17 15:21:39.196387
Good
Yes
Monthly
House
3,062
1,159,298
24
Male
4,918
Divorced
1
Bachelor's
null
43.835698
Urban
Basic
0
1
358
1
2022-07-11 15:21:39.134960
Poor
Yes
Rarely
House
492
1,159,299
52
Female
18,093
Married
1
Master's
Unemployed
null
Rural
Basic
0
15
612
1
2021-08-02 15:21:39.263607
Average
No
Daily
House
969