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
1,161,200
46
Male
2,823
Single
1
Bachelor's
null
30.620855
Suburban
Comprehensive
2
0
726
3
2020-12-20 15:21:39.196387
Good
No
Rarely
House
162
1,161,201
55
Female
7,082
Single
2
High School
null
30.884845
Urban
Comprehensive
0
10
413
3
2022-04-19 15:21:39.182597
Good
Yes
Rarely
Apartment
511
1,161,202
38
Female
18,086
Divorced
null
Master's
null
24.958242
Suburban
Premium
null
18
614
9
2022-05-05 15:21:39.172097
Average
Yes
Weekly
Apartment
1,201
1,161,203
54
Male
3,193
Divorced
3
High School
Unemployed
null
Urban
Premium
null
13
758
8
2020-02-27 15:21:39.155231
Good
No
Rarely
House
831
1,161,204
20
Male
20,290
null
2
Bachelor's
null
22.173051
Suburban
Basic
0
5
762
6
2022-01-20 15:21:39.184157
Good
No
Daily
House
781
1,161,205
58
Male
23,210
Married
3
High School
null
4.824787
Suburban
Premium
0
11
null
4
2024-03-16 15:21:39.155231
Good
No
Monthly
House
1,162
1,161,206
57
Male
4,534
Married
3
Bachelor's
null
26.059103
Urban
Comprehensive
3
10
580
5
2023-02-10 15:21:39.134960
Poor
No
Daily
House
921
1,161,207
46
Female
11,258
Single
4
Master's
Employed
30.984269
Urban
Comprehensive
1
4
593
2
2021-01-10 15:21:39.155231
Poor
No
Daily
Apartment
468
1,161,208
25
Male
35,192
Married
3
Bachelor's
Employed
17.164562
Rural
Comprehensive
0
12
518
5
2020-12-19 15:21:39.094752
Average
No
Daily
Apartment
1,702
1,161,209
43
Female
86,858
Married
null
High School
Self-Employed
6.593019
Urban
Comprehensive
0
5
660
1
2019-10-04 15:21:39.155231
Good
Yes
Monthly
Condo
1,873
1,161,210
44
Male
43,939
Single
4
Bachelor's
Self-Employed
18.351328
Urban
Basic
1
4
479
9
2021-08-15 15:21:39.193945
Good
No
Rarely
House
997
1,161,211
38
Male
null
Married
4
Bachelor's
Employed
24.711368
Suburban
Premium
0
15
493
3
2019-12-24 15:21:39.209847
Good
Yes
Rarely
Apartment
270
1,161,212
52
Female
44,626
Divorced
0
PhD
null
40.879358
Urban
Basic
0
16
null
9
2021-10-01 15:21:39.155231
Poor
No
Weekly
Condo
2,433
1,161,213
null
Male
22,103
null
4
Master's
null
29.360041
Rural
Premium
1
16
713
9
2023-09-01 15:21:39.095696
Poor
No
Monthly
Apartment
551
1,161,214
40
Male
864
Divorced
0
Bachelor's
Unemployed
38.283509
Suburban
Comprehensive
3
15
510
5
2020-09-07 15:21:39.093681
Poor
No
Daily
House
77
1,161,215
47
Male
73,488
Married
null
Bachelor's
Self-Employed
52.579616
Suburban
Basic
0
13
632
4
2020-09-03 15:21:39.226954
Good
Yes
Monthly
Condo
597
1,161,216
28
Male
25,963
Married
4
High School
null
7.80269
Rural
Basic
0
12
null
9
2021-05-27 15:21:39.254678
Poor
No
Daily
Condo
912
1,161,217
52
Female
18,098
Single
0
Bachelor's
Unemployed
34.58016
Urban
Premium
null
16
719
1
2023-01-17 15:21:39.203442
Poor
Yes
Weekly
House
1,497
1,161,218
27
Female
2,541
Single
1
Master's
Self-Employed
10.61822
Suburban
Basic
2
2
545
4
2023-09-08 15:21:39.155231
Good
No
Weekly
Condo
663
1,161,219
47
Male
121,076
Married
null
Master's
Unemployed
12.926451
Suburban
Comprehensive
0
15
381
6
2019-08-21 15:21:39.102694
Average
Yes
Weekly
Apartment
651
1,161,220
55
Female
3,170
Divorced
3
Bachelor's
Employed
17.739205
Rural
Basic
0
9
null
4
2020-09-02 15:21:39.228521
Average
No
Daily
House
25
1,161,221
29
Male
24,486
Single
1
PhD
Employed
21.636394
Rural
Basic
0
18
585
2
2023-05-02 15:21:39.172097
Good
Yes
Monthly
Condo
1,797
1,161,222
54
Female
34,636
Single
3
High School
Unemployed
33.485879
Rural
Premium
2
19
807
5
2021-07-09 15:21:39.124659
Poor
Yes
Monthly
House
110
1,161,223
45
Male
14,062
Single
3
Bachelor's
Self-Employed
12.71599
Rural
Basic
null
19
629
1
2022-05-03 15:21:39.134960
Good
Yes
Daily
Condo
602
1,161,224
33
Female
4,900
Divorced
0
Bachelor's
Unemployed
29.15763
Rural
Premium
null
0
690
7
2022-05-13 15:21:39.134960
null
Yes
Rarely
Apartment
748
1,161,225
19
Male
3,939
Married
0
PhD
null
25.289717
Rural
Premium
0
5
506
1
2021-09-06 15:21:39.150730
Average
Yes
Monthly
Apartment
788
1,161,226
58
Female
8,058
Single
3
Bachelor's
null
11.958289
Rural
Basic
1
6
582
9
2022-05-04 15:21:39.134960
Good
Yes
Weekly
House
1,171
1,161,227
19
Male
8,072
Married
4
Bachelor's
Self-Employed
40.958809
Suburban
Comprehensive
3
1
596
4
2024-07-14 15:21:39.165120
Good
Yes
Daily
House
959
1,161,228
18
Female
3,723
Married
0
High School
null
31.51142
Rural
Premium
2
7
null
7
2024-05-26 15:21:39.134960
null
Yes
Monthly
Condo
1,168
1,161,229
39
Male
90,165
null
2
Bachelor's
null
24.939009
Rural
Comprehensive
null
19
449
6
2019-11-16 15:21:39.081504
Average
Yes
Rarely
Condo
803
1,161,230
26
Female
3,717
Divorced
1
Bachelor's
null
24.672828
Suburban
Basic
null
6
467
2
2023-08-03 15:21:39.129190
Poor
No
Weekly
House
1,447
1,161,231
24
Female
16,109
Married
1
PhD
Employed
11.837893
Urban
Premium
0
7
622
9
2023-09-04 15:21:39.089116
Poor
No
Rarely
Condo
837
1,161,232
55
Female
39,803
Divorced
0
Bachelor's
null
null
Rural
Premium
null
5
799
8
2021-02-09 15:21:39.237118
Good
Yes
Rarely
Condo
1,113
1,161,233
33
Female
76,202
Single
1
High School
Employed
41.243661
Suburban
Premium
null
14
411
3
2024-07-16 15:21:39.232526
Average
No
Rarely
House
522
1,161,234
23
Male
16,935
Married
0
High School
Unemployed
10.947292
Rural
Premium
null
12
475
8
2022-03-09 15:21:39.230483
Good
Yes
Weekly
House
1,116
1,161,235
32
Male
71,615
Married
1
PhD
Employed
16.027966
Suburban
Premium
2
11
null
3
2022-07-03 15:21:39.091080
Poor
No
Monthly
Apartment
2,972
1,161,236
58
Female
16,761
Married
3
Master's
Self-Employed
29.944881
Suburban
Basic
3
6
454
8
2020-02-14 15:21:39.185215
Poor
No
Monthly
Condo
943
1,161,237
37
Male
29,486
Divorced
2
High School
Unemployed
24.992572
Rural
Premium
0
8
748
9
2021-10-16 15:21:39.092127
Average
Yes
Monthly
Condo
2,975
1,161,238
61
Female
6,095
Divorced
2
High School
null
42.93628
Suburban
Basic
1
18
744
2
2024-02-04 15:21:39.134960
Average
Yes
Rarely
Apartment
586
1,161,239
35
Male
102,059
Single
0
Bachelor's
Self-Employed
35.948268
Rural
Basic
0
19
450
3
2024-01-24 15:21:39.167099
Average
No
Daily
House
1,250
1,161,240
36
Female
1,396
Single
3
Master's
Self-Employed
5.59127
Rural
Basic
null
13
394
7
2021-12-24 15:21:39.189223
Average
No
Rarely
Apartment
1,348
1,161,241
57
Female
43,887
Married
2
PhD
null
32.914401
Urban
Basic
0
2
602
4
2020-12-04 15:21:39.134960
Average
No
Weekly
Apartment
1,251
1,161,242
36
Male
36,049
Married
1
High School
Unemployed
44.403854
Rural
Basic
1
3
846
7
2023-03-18 15:21:39.091080
Good
Yes
Daily
House
1,354
1,161,243
40
Male
114,798
Divorced
3
PhD
Self-Employed
null
Suburban
Comprehensive
2
4
813
9
2024-03-08 15:21:39.172097
Poor
Yes
Weekly
House
1,112
1,161,244
30
Female
62,239
Married
4
Master's
Self-Employed
null
Urban
Premium
1
16
533
6
2023-12-10 15:21:39.282785
Average
No
Daily
Apartment
3,446
1,161,245
40
Male
2,420
Married
4
Bachelor's
Employed
32.419839
Suburban
Premium
null
11
397
5
2021-04-22 15:21:39.176717
Average
No
Monthly
Apartment
112
1,161,246
35
Female
26,962
Married
1
Bachelor's
null
36.876365
Suburban
Premium
null
15
407
7
2022-08-19 15:21:39.144722
Poor
Yes
Rarely
Condo
1,521
1,161,247
49
Female
12,069
Single
0
Bachelor's
Self-Employed
15.674482
Suburban
Comprehensive
1
10
490
8
2021-10-11 15:21:39.237118
Good
No
Daily
Apartment
474
1,161,248
34
Male
15,983
Married
1
Master's
null
41.887788
Urban
Premium
0
16
542
4
2021-10-01 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,718
1,161,249
28
Female
4,534
Married
1
PhD
Unemployed
21.008713
Rural
Comprehensive
1
12
403
3
2021-10-09 15:21:39.285112
null
Yes
Rarely
House
872
1,161,250
28
Female
13,478
Single
0
Master's
null
27.484098
Rural
Premium
null
9
467
1
2024-08-01 15:21:39.134960
Good
Yes
Daily
Apartment
422
1,161,251
27
Male
null
Married
4
High School
Unemployed
16.958495
Suburban
Premium
0
19
375
5
2020-11-09 15:21:39.144722
Poor
Yes
Daily
House
2,076
1,161,252
47
Female
18,114
Married
3
Master's
null
null
Suburban
Basic
0
0
474
8
2023-08-27 15:21:39.194829
Poor
No
Rarely
Condo
761
1,161,253
46
Male
40,682
Single
3
Master's
Employed
30.811863
Urban
Comprehensive
0
10
633
7
2021-03-21 15:21:39.285112
Poor
No
Rarely
Apartment
1,795
1,161,254
38
Female
25,791
Divorced
2
High School
Unemployed
24.158728
Urban
Basic
1
6
null
6
2020-04-15 15:21:39.237118
null
Yes
Daily
House
1,102
1,161,255
23
Female
110,124
Married
2
High School
null
21.35852
Urban
Comprehensive
0
11
null
2
2023-05-31 15:21:39.084065
Good
Yes
Weekly
Apartment
127
1,161,256
46
Male
37,281
Divorced
1
Master's
Self-Employed
37.361906
Rural
Comprehensive
null
1
834
1
2019-11-29 15:21:39.086123
Poor
Yes
Monthly
Apartment
397
1,161,257
42
Female
28,585
Divorced
4
Bachelor's
Self-Employed
null
Urban
Basic
1
3
673
6
2021-07-31 15:21:39.246098
Average
No
Daily
House
692
1,161,258
30
Male
105,660
Divorced
0
Bachelor's
Unemployed
12.937954
Suburban
Comprehensive
2
5
444
7
2020-04-22 15:21:39.237118
Poor
Yes
Monthly
Condo
561
1,161,259
48
Male
1,348
Married
4
Bachelor's
Employed
39.837794
Urban
Basic
3
11
824
7
2022-12-25 15:21:39.171102
Poor
No
Monthly
House
894
1,161,260
32
Male
39,716
Married
0
Master's
Self-Employed
14.557913
Suburban
Comprehensive
1
8
323
8
2021-07-31 15:21:39.085129
Average
No
Weekly
House
782
1,161,261
27
Female
18,795
Divorced
4
High School
Unemployed
5.86734
Urban
Comprehensive
1
12
454
1
2022-10-12 15:21:39.155231
Good
Yes
Weekly
Apartment
605
1,161,262
21
Female
34,347
Divorced
0
Master's
null
41.671779
Urban
Premium
null
11
658
7
2021-07-17 15:21:39.237118
Poor
No
Monthly
House
1,662
1,161,263
18
Male
82,525
Married
1
PhD
null
15.656031
Rural
Comprehensive
0
4
642
3
2019-10-30 15:21:39.285112
Good
No
Monthly
Apartment
396
1,161,264
55
Male
38,662
Single
3
High School
Self-Employed
31.483493
Suburban
Comprehensive
0
2
695
2
2022-02-18 15:21:39.288099
Poor
Yes
Rarely
House
467
1,161,265
27
Female
63,410
Married
1
High School
Self-Employed
25.152981
Suburban
Comprehensive
0
6
631
3
2022-01-21 15:21:39.146733
Good
No
Weekly
House
393
1,161,266
28
Female
26,708
Married
1
PhD
Employed
12.717679
Suburban
Premium
1
13
475
3
2021-07-12 15:21:39.088124
Poor
No
Monthly
Condo
782
1,161,267
20
Female
3,472
Married
0
PhD
Employed
12.44987
Rural
Comprehensive
null
17
557
2
2021-12-18 15:21:39.228521
null
No
Weekly
Apartment
612
1,161,268
36
Female
24,765
Single
4
Master's
Unemployed
36.465734
Rural
Comprehensive
0
17
767
6
2024-01-23 15:21:39.261856
Poor
Yes
Rarely
Apartment
676
1,161,269
29
Male
114,953
Divorced
1
Bachelor's
null
36.630519
Suburban
Comprehensive
null
18
613
3
2020-03-10 15:21:39.122134
Average
Yes
Weekly
House
409
1,161,270
25
Female
28,399
Married
3
Master's
Self-Employed
3.991249
Rural
Premium
0
17
462
8
2023-09-18 15:21:39.134960
Good
Yes
Daily
Condo
2,299
1,161,271
29
Male
12,881
Single
1
Bachelor's
Self-Employed
29.693926
Urban
Comprehensive
1
0
531
4
2021-03-15 15:21:39.254678
Poor
No
Weekly
Condo
735
1,161,272
52
Female
29,863
Single
1
Bachelor's
Employed
14.16667
Urban
Comprehensive
0
0
586
5
2021-08-13 15:21:39.190215
Average
No
Daily
House
815
1,161,273
56
Female
18,877
Divorced
null
PhD
Employed
22.996079
Rural
Comprehensive
null
12
491
7
2021-09-25 15:21:39.194829
null
Yes
Rarely
Condo
188
1,161,274
58
Female
null
Divorced
2
Master's
Self-Employed
38.924533
Suburban
Basic
1
5
null
4
2024-04-02 15:21:39.221386
Good
Yes
Monthly
Condo
193
1,161,275
55
Female
74,581
Divorced
4
Bachelor's
Employed
31.592375
Suburban
Premium
null
16
402
6
2019-08-17 15:21:39.150730
Poor
No
Rarely
House
471
1,161,276
21
Male
129,474
Single
0
PhD
Self-Employed
19.566765
Rural
Premium
null
5
518
2
2022-01-18 15:21:39.155231
Poor
No
Rarely
Apartment
99
1,161,277
18
Male
57,579
Divorced
0
High School
null
24.572151
Rural
Basic
0
18
315
9
2024-05-29 15:21:39.206847
Good
No
Weekly
House
1,096
1,161,278
25
Male
1,428
Married
null
Master's
Self-Employed
16.785427
Urban
Premium
1
15
486
7
2022-10-14 15:21:39.197445
Good
No
Rarely
Apartment
549
1,161,279
32
Female
80,169
Single
4
Master's
Employed
null
Suburban
Basic
3
12
735
8
2022-01-31 15:21:39.179186
Average
No
Daily
House
1,039
1,161,280
56
Male
13,644
Married
1
PhD
Unemployed
22.788115
Rural
Premium
0
14
null
9
2020-08-23 15:21:39.173834
Average
No
Daily
House
685
1,161,281
33
Female
11,589
Divorced
3
PhD
null
33.09789
Urban
Basic
null
1
492
7
2023-10-22 15:21:39.126661
Poor
No
Daily
House
564
1,161,282
38
Male
null
Divorced
3
High School
null
24.738261
Urban
Basic
0
14
742
8
2020-02-20 15:21:39.283783
Good
No
Rarely
Apartment
395
1,161,283
55
Female
27,881
Single
2
High School
Self-Employed
40.369214
Suburban
Comprehensive
0
0
null
4
2022-04-15 15:21:39.221386
null
Yes
Rarely
Condo
537
1,161,284
29
Male
24
Single
2
High School
null
35.823645
Suburban
Premium
0
15
722
5
2024-02-24 15:21:39.097737
Average
No
Rarely
Condo
794
1,161,285
53
Male
65,935
Divorced
1
PhD
null
47.542305
Rural
Premium
null
12
405
6
2020-05-19 15:21:39.273973
Average
No
Daily
House
1,377
1,161,286
18
Male
53,610
Divorced
2
Master's
Unemployed
30.449639
Suburban
Premium
1
12
372
4
2022-03-10 15:21:39.228521
Poor
Yes
Daily
Condo
1,327
1,161,287
47
Male
5,824
Married
3
Bachelor's
null
43.893963
Urban
Basic
4
13
null
6
2022-04-09 15:21:39.122134
Poor
Yes
Daily
House
1,399
1,161,288
62
Female
3,735
Divorced
0
Bachelor's
Employed
32.049299
Suburban
Comprehensive
1
3
431
7
2021-05-13 15:21:39.250151
Average
Yes
Daily
House
1,167
1,161,289
44
Female
12,077
Married
4
Bachelor's
Employed
37.813559
Suburban
Basic
2
14
745
1
2022-08-14 15:21:39.155231
Poor
Yes
Monthly
House
1,244
1,161,290
48
Male
54,960
Single
0
Bachelor's
null
8.084404
Urban
Comprehensive
0
0
620
9
2024-04-22 15:21:39.274993
Good
Yes
Monthly
Apartment
228
1,161,291
33
Female
78,804
Single
1
Master's
Employed
42.882816
Rural
Premium
1
11
364
6
2020-02-14 15:21:39.081504
Good
Yes
Daily
Condo
4,387
1,161,292
21
Female
14,082
Divorced
2
PhD
Self-Employed
28.934243
Suburban
Basic
1
18
735
2
2019-12-26 15:21:39.237118
Good
No
Rarely
House
23
1,161,293
55
Female
1,556
Divorced
2
High School
null
16.938349
Suburban
Basic
1
8
null
2
2024-06-13 15:21:39.222387
Poor
No
Daily
Apartment
2,145
1,161,294
26
Female
3,998
Single
0
Master's
Unemployed
18.596945
Suburban
Premium
null
14
632
8
2022-03-21 15:21:39.255696
Average
No
Daily
Condo
2,141
1,161,295
25
Female
19,585
Married
3
Master's
null
24.934204
Urban
Premium
1
5
457
2
2019-09-09 15:21:39.170099
Poor
No
Daily
Apartment
2,266
1,161,296
27
Male
81,149
Divorced
3
Master's
null
38.473711
Urban
Comprehensive
1
1
466
8
2022-12-27 15:21:39.187211
Good
No
Weekly
House
2,448
1,161,297
62
Female
121,760
Married
1
Master's
Unemployed
26.207419
Urban
Comprehensive
1
3
639
9
2020-12-30 15:21:39.153889
Poor
No
Weekly
Condo
130
1,161,298
39
Male
54,467
Single
0
Bachelor's
Self-Employed
22.908319
Urban
Basic
0
0
833
1
2022-12-04 15:21:39.280784
Poor
No
Weekly
Apartment
73
1,161,299
64
Male
5,839
Married
1
Master's
null
39.068234
Suburban
Basic
null
18
547
4
2021-07-04 15:21:39.224915
Average
Yes
Weekly
House
940