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
38,200
34
Male
77,911
Married
0
High School
Employed
40.836862
Suburban
Premium
2
5
328
8
2024-03-12 15:21:39.085129
Average
Yes
Weekly
Condo
774
38,201
61
Male
12,963
Divorced
4
Bachelor's
Self-Employed
17.839598
Rural
Premium
1
9
749
5
2024-02-04 15:21:39.288099
Poor
No
Monthly
Apartment
1,082
38,202
25
Male
16,042
Married
2
High School
Self-Employed
28.91311
Urban
Comprehensive
null
1
719
7
2021-11-22 15:21:39.213373
Poor
Yes
Daily
Apartment
3,941
38,203
53
Male
5,813
Divorced
3
High School
Employed
null
Urban
Comprehensive
null
0
826
2
2024-07-02 15:21:39.126661
Poor
No
Monthly
House
437
38,204
49
Female
44,719
Single
3
High School
Self-Employed
13.703897
Urban
Basic
2
9
746
7
2024-07-14 15:21:39.134960
Average
Yes
Weekly
House
2,063
38,205
58
Male
35,962
Married
1
High School
Employed
19.78197
Urban
Comprehensive
0
13
734
4
2019-12-03 15:21:39.094752
Average
No
Weekly
Condo
1,183
38,206
38
Female
1,227
Single
2
PhD
Self-Employed
34.91458
Rural
Comprehensive
0
1
515
1
2024-05-07 15:21:39.191219
Average
No
Rarely
Condo
2,131
38,207
30
Female
2,726
Divorced
2
PhD
null
9.612024
Rural
Premium
1
5
778
1
2021-03-22 15:21:39.104139
Poor
No
Monthly
Apartment
2,460
38,208
38
Female
835
Single
0
Master's
null
34.696918
Rural
Comprehensive
1
17
456
1
2022-10-11 15:21:39.144722
Poor
No
Daily
House
2,236
38,209
37
Male
38,302
Single
null
PhD
Employed
31.081268
Urban
Premium
0
12
833
8
2024-05-05 15:21:39.177724
Good
Yes
Rarely
House
619
38,210
31
Female
46,101
Divorced
1
Bachelor's
Unemployed
20.818267
Urban
Premium
1
14
539
8
2022-04-25 15:21:39.175719
Average
No
Rarely
House
793
38,211
21
Female
44,714
Single
0
Bachelor's
Employed
30.269947
Urban
Basic
null
16
556
5
2021-02-26 15:21:39.134960
Good
No
Weekly
Apartment
1,824
38,212
54
Male
29,102
Single
0
Master's
null
34.095959
Rural
Basic
3
19
783
8
2022-09-10 15:21:39.155231
null
Yes
Daily
House
1,445
38,213
59
Male
44,737
Married
4
PhD
Unemployed
8.908291
Rural
Comprehensive
1
10
476
5
2021-02-16 15:21:39.143708
Average
No
Monthly
House
857
38,214
42
Male
39,051
Single
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
5
746
8
2024-08-11 15:21:39.116179
Poor
No
Daily
Condo
1,411
38,215
55
Male
22,104
Divorced
1
Bachelor's
Unemployed
23.859596
Rural
Premium
2
19
329
3
2023-03-01 15:21:39.285112
Average
No
Weekly
Apartment
645
38,216
44
Male
26,319
Single
0
PhD
Self-Employed
29.32787
Suburban
Basic
0
12
778
8
2022-08-10 15:21:39.134960
Poor
No
Monthly
Condo
1,150
38,217
48
Male
17,894
Divorced
4
High School
Unemployed
null
Rural
Comprehensive
null
12
817
6
2022-03-14 15:21:39.285112
Poor
No
Rarely
Condo
572
38,218
19
Male
120,928
Single
3
Bachelor's
null
13.946105
Urban
Premium
0
11
488
5
2022-11-04 15:21:39.254678
null
Yes
Daily
Apartment
553
38,219
53
Male
45,301
Divorced
null
High School
null
22.696534
Suburban
Comprehensive
null
15
805
9
2024-02-12 15:21:39.193945
Good
Yes
Rarely
Apartment
1,198
38,220
50
Female
7,874
Divorced
0
High School
Unemployed
51.10598
Urban
Basic
null
13
801
9
2021-04-06 15:21:39.280784
Good
No
Monthly
Apartment
1,027
38,221
25
Male
20,963
Married
0
Master's
Employed
17.995639
Suburban
Comprehensive
1
1
380
8
2021-05-12 15:21:39.226954
Average
No
Monthly
Apartment
659
38,222
52
Female
44,659
Single
0
Master's
Unemployed
28.724327
Suburban
Basic
0
8
718
3
2024-04-17 15:21:39.173834
null
Yes
Weekly
House
629
38,223
36
Male
3,354
Married
0
High School
null
27.416958
Suburban
Comprehensive
null
13
453
4
2024-05-22 15:21:39.237118
Average
Yes
Monthly
House
616
38,224
46
Male
18,093
Married
3
Bachelor's
Unemployed
20.812648
Suburban
Comprehensive
1
8
502
4
2022-04-07 15:21:39.264504
Poor
Yes
Monthly
House
646
38,225
54
Female
758
Divorced
1
Bachelor's
null
null
Rural
Comprehensive
0
3
755
3
2020-09-02 15:21:39.155231
Poor
Yes
Daily
Condo
659
38,226
18
Female
2,639
Married
3
Bachelor's
Unemployed
49.696922
Urban
Basic
0
13
407
3
2020-01-07 15:21:39.082499
Average
No
Daily
Condo
408
38,227
23
Male
20,638
Married
0
Bachelor's
null
28.977786
Rural
Basic
0
8
611
5
2020-10-14 15:21:39.096739
Average
No
Daily
Apartment
1,046
38,228
32
Male
39,663
Single
3
Master's
Employed
23.685312
Rural
Comprehensive
1
14
759
7
2021-03-24 15:21:39.155231
Good
Yes
Daily
House
2,735
38,229
62
Female
38,133
Single
null
Bachelor's
Self-Employed
8.48504
Suburban
Comprehensive
null
3
425
2
2023-11-15 15:21:39.204790
Poor
No
Weekly
Apartment
882
38,230
33
Female
34,298
Divorced
2
Master's
null
4.700085
Rural
Premium
null
5
765
4
2020-01-24 15:21:39.155231
Good
Yes
Weekly
Apartment
916
38,231
30
Female
482
Divorced
0
Bachelor's
Self-Employed
47.36686
Suburban
Basic
null
12
474
2
2020-02-04 15:21:39.155231
Good
Yes
Weekly
Apartment
49
38,232
27
Male
null
Single
1
Bachelor's
null
3.472291
Urban
Basic
1
13
337
4
2020-04-26 15:21:39.155231
Good
Yes
Monthly
Condo
1,489
38,233
23
Female
811
Single
2
Master's
Self-Employed
34.887531
Urban
Comprehensive
null
0
675
7
2024-07-14 15:21:39.130190
Poor
Yes
Daily
Condo
2,518
38,234
58
Male
31,003
Divorced
3
Master's
Employed
19.681913
Rural
Premium
0
8
511
6
2022-05-22 15:21:39.134960
Poor
Yes
Monthly
House
3,180
38,235
32
Female
77,954
Married
4
High School
null
27.724935
Suburban
Premium
null
9
586
3
2022-10-01 15:21:39.093681
null
Yes
Daily
House
2,697
38,236
47
Female
6,914
Married
3
PhD
Employed
15.952275
Suburban
Premium
null
13
665
1
2024-03-02 15:21:39.251142
Poor
Yes
Monthly
Apartment
669
38,237
55
Female
11,954
Married
0
PhD
Self-Employed
29.183903
Rural
Comprehensive
0
11
345
3
2024-05-13 15:21:39.092127
Good
No
Rarely
Condo
1,012
38,238
44
Female
27,752
Single
3
Master's
Employed
38.658005
Urban
Comprehensive
0
18
null
1
2022-04-21 15:21:39.134960
Good
No
Weekly
Condo
2,279
38,239
44
Female
null
Single
2
PhD
Employed
17.487592
Rural
Basic
null
10
327
1
2020-08-16 15:21:39.281787
Poor
Yes
Daily
Apartment
1,556
38,240
21
Male
16,164
Married
1
High School
Self-Employed
22.506435
Suburban
Basic
0
3
703
4
2021-07-23 15:21:39.120168
Average
No
Monthly
House
933
38,241
39
Female
28,421
Divorced
2
Master's
null
16.648076
Suburban
Comprehensive
1
11
null
9
2023-05-19 15:21:39.170099
Good
No
Daily
Condo
646
38,242
60
Female
92,187
Married
4
High School
Unemployed
44.263766
Urban
Comprehensive
null
8
712
2
2022-05-12 15:21:39.184157
Average
Yes
Monthly
Apartment
95
38,243
27
Male
40,213
Married
1
Bachelor's
Employed
40.723204
Urban
Comprehensive
0
14
602
4
2020-11-05 15:21:39.237118
Average
Yes
Weekly
Apartment
671
38,244
40
Female
17,085
Married
3
PhD
Self-Employed
21.667522
Urban
Basic
0
15
null
6
2022-10-13 15:21:39.261856
null
No
Weekly
House
964
38,245
37
Male
1,686
Married
2
Master's
Self-Employed
23.483632
Urban
Basic
1
15
437
3
2023-07-25 15:21:39.269494
Good
No
Monthly
House
1,797
38,246
60
Female
28,336
Divorced
4
High School
null
26.87435
Urban
Comprehensive
1
14
751
6
2020-05-24 15:21:39.251142
Good
No
Rarely
Condo
945
38,247
30
Male
2,883
Single
4
High School
Self-Employed
31.393204
Urban
Basic
1
2
371
3
2020-12-20 15:21:39.279729
Average
Yes
Weekly
Condo
1,531
38,248
30
Male
13,686
Divorced
3
Master's
Employed
7.424739
Suburban
Comprehensive
0
13
694
2
2020-06-21 15:21:39.278402
Average
No
Rarely
Apartment
1,632
38,249
56
Male
35,644
Divorced
4
Master's
Employed
35.263081
Rural
Comprehensive
null
15
707
3
2024-03-25 15:21:39.132191
Poor
Yes
Monthly
House
814
38,250
20
Male
22,220
Divorced
0
Master's
Self-Employed
34.87601
Suburban
Basic
null
18
null
6
2021-04-12 15:21:39.131192
Average
Yes
Weekly
Condo
826
38,251
39
Male
18,084
Divorced
4
Master's
Employed
34.844365
Urban
Premium
1
9
708
4
2020-07-01 15:21:39.167099
Poor
No
Daily
Apartment
552
38,252
null
Male
6,965
Single
0
High School
null
4.97765
Urban
Basic
1
6
748
1
2022-05-21 15:21:39.155231
Average
No
Monthly
House
758
38,253
43
Male
44,284
Single
1
High School
Unemployed
35.11705
Suburban
Premium
1
2
492
2
2022-01-14 15:21:39.126661
Poor
Yes
Daily
Condo
565
38,254
50
Male
103,615
Divorced
0
Bachelor's
Unemployed
7.927892
Urban
Premium
2
16
511
1
2019-10-23 15:21:39.237118
Average
Yes
Rarely
Apartment
646
38,255
36
Male
1,644
Married
0
Master's
null
28.489864
Rural
Basic
0
0
null
4
2022-09-01 15:21:39.211806
null
Yes
Daily
Condo
645
38,256
46
Female
45,630
Single
1
Master's
Unemployed
43.657026
Suburban
Premium
null
16
542
6
2019-09-19 15:21:39.155231
Poor
Yes
Rarely
Apartment
150
38,257
57
Male
28,409
Married
1
High School
Employed
18.355936
Suburban
Basic
2
2
529
1
2021-08-15 15:21:39.237118
Average
No
Daily
Apartment
1,569
38,258
24
Male
22,631
Divorced
0
High School
Self-Employed
16.51457
Rural
Premium
0
13
824
7
2019-11-30 15:21:39.272456
Good
No
Rarely
Apartment
1,020
38,259
35
Female
null
Single
2
High School
Unemployed
14.693944
Urban
Basic
1
5
408
4
2021-06-10 15:21:39.176717
Poor
Yes
Daily
House
520
38,260
62
Female
4,961
Single
3
Bachelor's
Self-Employed
16.896684
Urban
Comprehensive
1
0
770
2
2023-10-09 15:21:39.121169
Good
No
Rarely
Apartment
2,211
38,261
61
Male
17,961
Single
3
Bachelor's
Employed
50.543128
Rural
Comprehensive
null
4
791
5
2020-10-07 15:21:39.082499
Good
No
Weekly
Condo
543
38,262
56
Male
26,776
Married
null
High School
null
30.737691
Rural
Basic
1
15
787
5
2022-08-05 15:21:39.180553
Poor
Yes
Daily
House
1,329
38,263
63
Male
12,098
Married
0
PhD
Unemployed
5.662671
Suburban
Basic
null
5
null
7
2024-02-15 15:21:39.134960
Average
Yes
Monthly
Apartment
932
38,264
51
Female
30,280
Married
4
Bachelor's
Employed
29.39284
Rural
Premium
0
15
406
8
2019-12-21 15:21:39.134960
Poor
No
Monthly
House
627
38,265
59
Female
63,334
Divorced
2
Bachelor's
null
16.139521
Urban
Basic
1
9
394
8
2021-01-22 15:21:39.167099
Poor
No
Weekly
Apartment
524
38,266
22
Male
43,771
Single
2
PhD
null
29.788904
Urban
Premium
null
10
null
5
2020-07-29 15:21:39.134960
Poor
No
Rarely
House
1,035
38,267
43
Female
48,913
Married
4
Master's
Employed
10.337895
Rural
Basic
1
14
357
2
2021-02-15 15:21:39.278402
Good
No
Rarely
House
2,398
38,268
38
Female
6,991
Divorced
2
Bachelor's
null
41.071929
Suburban
Comprehensive
1
12
797
8
2021-10-04 15:21:39.187211
Poor
Yes
Weekly
House
216
38,269
39
Male
1,513
Married
1
PhD
Employed
16.892428
Suburban
Basic
null
0
null
9
2022-09-21 15:21:39.167099
Poor
Yes
Daily
Apartment
39
38,270
38
Female
925
Married
4
Bachelor's
Self-Employed
35.18799
Urban
Premium
2
5
484
1
2022-07-09 15:21:39.079128
Good
No
Daily
House
1,665
38,271
29
Female
29,006
Married
2
Bachelor's
Employed
14.001859
Suburban
Comprehensive
0
9
313
1
2020-03-24 15:21:39.098696
Poor
Yes
Rarely
Apartment
1,282
38,272
22
Female
17,885
Divorced
2
High School
null
30.567283
Rural
Basic
null
2
528
2
2023-01-03 15:21:39.155231
Poor
Yes
Daily
Apartment
712
38,273
21
Male
45,976
Single
4
Bachelor's
Employed
23.869078
Urban
Premium
1
6
573
5
2023-03-19 15:21:39.134960
Poor
No
Monthly
Apartment
1,531
38,274
42
Male
80,513
Married
2
Bachelor's
Unemployed
33.534708
Urban
Basic
null
8
355
6
2023-05-16 15:21:39.134960
Good
No
Monthly
Apartment
658
38,275
37
Male
6,941
Single
4
Master's
Employed
34.096088
Rural
Premium
1
4
694
9
2023-06-17 15:21:39.134960
Poor
Yes
Monthly
Condo
664
38,276
51
Female
132,726
Single
0
Master's
Employed
35.788405
Suburban
Comprehensive
null
19
581
6
2023-08-16 15:21:39.226954
Good
No
Daily
House
426
38,277
57
Female
3,298
Divorced
3
Master's
Self-Employed
29.946164
Urban
Premium
null
4
705
4
2019-11-06 15:21:39.290098
Average
No
Daily
House
1,099
38,278
47
Female
6,872
Single
1
PhD
Unemployed
43.835566
Rural
Basic
1
5
746
8
2023-05-02 15:21:39.237118
Poor
Yes
Weekly
Apartment
494
38,279
64
Male
17,175
Divorced
4
Bachelor's
null
49.064687
Suburban
Basic
1
15
null
5
2020-03-01 15:21:39.231531
Average
Yes
Weekly
Apartment
597
38,280
42
Male
3,354
Married
0
Master's
Self-Employed
12.091328
Urban
Premium
null
5
300
7
2024-05-25 15:21:39.155231
Poor
No
Rarely
House
25
38,281
55
Male
26,142
Divorced
2
PhD
Self-Employed
31.443038
Suburban
Premium
1
16
591
8
2021-06-12 15:21:39.290098
Poor
No
Rarely
House
688
38,282
27
Female
127,020
Single
null
Master's
null
17.445829
Suburban
Basic
null
17
367
6
2019-08-20 15:21:39.115178
Poor
Yes
Rarely
Apartment
1,286
38,283
43
Female
31,005
Married
3
High School
Self-Employed
22.894145
Urban
Basic
null
19
668
4
2021-07-06 15:21:39.147735
Average
No
Rarely
Condo
998
38,284
23
Male
36,608
Divorced
1
High School
null
4.249034
Urban
Premium
1
6
704
3
2022-09-23 15:21:39.283783
Poor
No
Daily
Apartment
2,579
38,285
49
Male
26,681
Married
null
High School
null
40.096443
Rural
Basic
null
18
462
8
2022-04-11 15:21:39.083497
Poor
No
Monthly
Condo
1,745
38,286
35
Male
51,529
Married
1
PhD
Unemployed
16.32857
Suburban
Premium
1
10
654
9
2019-12-27 15:21:39.285112
Good
No
Weekly
Condo
150
38,287
60
Female
28,215
Divorced
0
Bachelor's
Employed
36.817807
Suburban
Comprehensive
2
9
838
1
2020-07-25 15:21:39.278402
Average
No
Weekly
Condo
1,537
38,288
48
Male
81,662
Married
3
PhD
Self-Employed
20.995931
Suburban
Premium
0
6
353
5
2024-02-02 15:21:39.092127
Average
Yes
Daily
Apartment
39
38,289
53
Male
6,097
Divorced
3
Bachelor's
Unemployed
39.566696
Rural
Basic
0
3
690
8
2020-03-08 15:21:39.170099
Average
No
Daily
Condo
29
38,290
24
Female
29,014
Divorced
3
High School
Self-Employed
20.412451
Rural
Premium
2
12
400
5
2021-01-29 15:21:39.276901
Poor
No
Monthly
House
1,289
38,291
60
Female
2,989
null
1
High School
Self-Employed
28.58695
Rural
Basic
null
1
359
7
2024-01-15 15:21:39.256696
Poor
Yes
Weekly
Apartment
558
38,292
42
Male
142,987
Divorced
0
Master's
null
12.133367
Suburban
Premium
1
11
449
4
2023-07-18 15:21:39.217387
Average
Yes
Rarely
Condo
487
38,293
64
Female
3,879
Single
2
Master's
Unemployed
37.857377
Rural
Comprehensive
1
12
500
7
2021-04-29 15:21:39.272456
Average
Yes
Rarely
Condo
2,882
38,294
24
Female
7,474
Divorced
0
PhD
Employed
38.839436
Rural
Basic
null
14
585
2
2021-10-15 15:21:39.283783
Poor
No
Monthly
House
750
38,295
43
Male
92,399
Married
0
Master's
null
null
Suburban
Premium
1
0
489
7
2020-01-14 15:21:39.251142
Average
Yes
Monthly
House
964
38,296
34
Female
85,987
Divorced
4
Master's
null
null
Suburban
Basic
null
4
495
8
2023-07-05 15:21:39.192212
Good
Yes
Monthly
House
922
38,297
47
Female
659
Single
0
High School
Self-Employed
23.764429
Suburban
Premium
null
5
326
2
2022-08-26 15:21:39.272456
Average
Yes
Monthly
Apartment
515
38,298
63
Female
21,107
Single
0
PhD
Self-Employed
11.529433
Urban
Premium
null
12
418
8
2022-12-11 15:21:39.123711
Average
No
Weekly
Apartment
873
38,299
35
Female
5,051
Divorced
3
Bachelor's
Employed
9.68487
Urban
Comprehensive
null
6
823
2
2022-01-16 15:21:39.152732
Good
Yes
Weekly
House
538