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
17,200
61
Female
23,066
null
3
PhD
Self-Employed
13.24384
Suburban
Premium
null
4
552
9
2022-08-02 15:21:39.201446
Poor
Yes
Monthly
Condo
554
17,201
19
Female
48,850
Married
0
High School
Unemployed
null
Urban
Comprehensive
2
9
815
2
2020-10-17 15:21:39.222387
Poor
Yes
Monthly
Apartment
35
17,202
59
Male
43,740
Married
2
High School
null
17.848349
Rural
Comprehensive
null
0
681
8
2023-07-18 15:21:39.237118
Good
No
Weekly
Condo
1,295
17,203
23
Female
718
Single
0
PhD
null
52.977274
Urban
Comprehensive
1
10
759
9
2022-04-16 15:21:39.229482
Poor
Yes
Rarely
Condo
25
17,204
19
Female
10,150
Married
4
High School
null
6.394872
Suburban
Premium
null
3
772
7
2021-09-12 15:21:39.206847
Average
Yes
Monthly
Apartment
481
17,205
45
Male
99,821
Married
1
High School
null
25.670531
Urban
Basic
0
14
765
8
2021-06-22 15:21:39.093681
Poor
Yes
Weekly
House
155
17,206
20
Female
1,058
Divorced
4
PhD
null
26.817962
Rural
Premium
null
7
312
1
2020-08-09 15:21:39.286113
Average
No
Weekly
House
390
17,207
37
Female
102,895
Divorced
2
Bachelor's
Self-Employed
23.058865
Rural
Comprehensive
0
8
380
6
2023-08-12 15:21:39.148733
Poor
No
Rarely
Condo
1,348
17,208
45
Female
30,553
Single
0
PhD
Employed
17.146463
Urban
Comprehensive
3
5
626
2
2022-05-21 15:21:39.174719
Average
Yes
Weekly
Condo
2,167
17,209
26
Female
35,346
Married
4
PhD
null
11.723239
Urban
Basic
0
9
null
5
2024-03-05 15:21:39.211806
Average
No
Weekly
House
308
17,210
58
Male
43,969
Married
4
PhD
Unemployed
5.818802
Suburban
Comprehensive
0
0
508
2
2022-07-23 15:21:39.098696
Poor
Yes
Monthly
House
2,472
17,211
53
Female
43,989
null
3
High School
null
39.293065
Suburban
Basic
1
12
598
4
2020-01-22 15:21:39.237118
Average
Yes
Weekly
Apartment
651
17,212
28
Female
91,361
Single
2
High School
Unemployed
47.818043
Urban
Basic
null
3
null
1
2024-04-13 15:21:39.170099
Good
No
Daily
Apartment
50
17,213
23
Female
18,058
Married
0
PhD
Self-Employed
null
Urban
Comprehensive
null
3
537
3
2023-03-03 15:21:39.254678
Good
No
Weekly
Condo
2,860
17,214
52
Female
13,220
Divorced
3
Bachelor's
Employed
25.824252
Urban
Premium
1
9
516
9
2022-02-17 15:21:39.155231
Average
No
Rarely
House
518
17,215
43
Male
18,671
Single
2
PhD
null
33.083578
Urban
Comprehensive
null
13
null
5
2023-11-03 15:21:39.133866
Good
Yes
Weekly
House
1,703
17,216
52
Male
18,828
Single
3
High School
Employed
3.917144
Suburban
Comprehensive
1
9
345
5
2021-01-18 15:21:39.226954
Poor
Yes
Daily
Apartment
972
17,217
20
Male
99,836
Divorced
2
Bachelor's
null
16.806777
Rural
Comprehensive
1
19
415
7
2024-08-08 15:21:39.132191
Average
No
Weekly
Apartment
223
17,218
38
Female
73,832
Single
0
PhD
Self-Employed
11.71766
Suburban
Basic
1
7
388
5
2024-07-11 15:21:39.122134
Average
Yes
Daily
Apartment
388
17,219
29
Female
null
null
3
High School
Self-Employed
20.966112
Suburban
Comprehensive
1
1
582
8
2022-03-10 15:21:39.251142
Good
No
Weekly
Condo
1,845
17,220
56
Female
122,310
Single
0
High School
null
10.382296
Suburban
Basic
1
17
361
9
2023-09-03 15:21:39.155231
Poor
No
Rarely
Condo
590
17,221
41
Male
82,882
Divorced
4
Master's
Employed
51.241478
Rural
Basic
null
16
692
1
2023-06-15 15:21:39.155231
Poor
No
Monthly
Condo
2,736
17,222
64
Male
1,366
Divorced
3
Bachelor's
Employed
null
Rural
Premium
null
15
726
4
2022-10-23 15:21:39.208842
Good
Yes
Daily
Apartment
531
17,223
55
Male
29,467
Married
1
Bachelor's
Employed
6.556814
Rural
Premium
null
9
364
8
2023-02-16 15:21:39.249100
Poor
Yes
Weekly
Apartment
483
17,224
62
Female
null
Divorced
4
Master's
null
41.017004
Rural
Premium
2
14
358
2
2019-12-09 15:21:39.175719
null
Yes
Monthly
Condo
1,208
17,225
38
Male
5,965
Divorced
0
Bachelor's
null
17.040527
Rural
Basic
1
9
409
8
2020-03-19 15:21:39.282785
Average
No
Daily
House
714
17,226
63
Female
1,588
Divorced
3
Master's
null
17.711124
Suburban
Comprehensive
2
9
751
7
2021-03-13 15:21:39.149731
Average
Yes
Rarely
Condo
622
17,227
42
Female
121,556
Single
1
High School
Employed
10.705579
Rural
Comprehensive
1
12
687
7
2020-11-04 15:21:39.172097
null
Yes
Rarely
Condo
1,864
17,228
21
Male
41,781
Single
2
Master's
Unemployed
43.87688
Urban
Comprehensive
0
19
556
6
2023-09-10 15:21:39.191219
Average
No
Weekly
Apartment
616
17,229
23
Male
25,211
Married
2
Master's
Unemployed
15.614958
Urban
Premium
null
19
null
8
2021-12-27 15:21:39.247098
null
No
Daily
Condo
979
17,230
18
Male
35,171
Single
null
PhD
Self-Employed
26.819726
Rural
Premium
1
17
640
2
2020-05-03 15:21:39.237118
Poor
No
Weekly
Condo
790
17,231
22
Female
1,338
Married
4
PhD
Employed
3.393559
Urban
Basic
null
11
690
8
2023-01-02 15:21:39.155231
Average
Yes
Monthly
House
110
17,232
20
Female
5,038
Married
2
PhD
Self-Employed
8.824099
Rural
Comprehensive
2
4
765
6
2022-10-22 15:21:39.144722
null
Yes
Rarely
House
1,193
17,233
36
Female
36,006
Divorced
2
High School
Self-Employed
32.857451
Rural
Premium
1
10
552
1
2022-09-21 15:21:39.092127
Average
Yes
Daily
Condo
641
17,234
23
Male
18,087
Single
2
Master's
Unemployed
21.927673
Suburban
Premium
1
17
null
9
2022-11-15 15:21:39.274993
Average
Yes
Daily
Condo
675
17,235
35
Female
12,981
Single
2
Bachelor's
null
21.58267
Rural
Comprehensive
4
8
543
8
2020-07-19 15:21:39.086123
Good
No
Daily
Apartment
466
17,236
58
Male
29,190
Married
1
Master's
Employed
25.28132
Suburban
Comprehensive
1
3
817
4
2023-11-19 15:21:39.289099
Average
Yes
Daily
House
1,153
17,237
23
Male
15,987
Divorced
3
Bachelor's
null
9.311823
Urban
Comprehensive
0
10
524
7
2023-11-06 15:21:39.204790
Good
No
Monthly
Condo
2,793
17,238
33
Male
43,989
Divorced
0
PhD
Employed
18.239541
Rural
Basic
0
7
null
4
2022-12-14 15:21:39.283783
Good
No
Rarely
Condo
2,221
17,239
33
Female
8,095
Married
null
High School
Employed
46.547393
Urban
Premium
0
15
635
9
2023-11-15 15:21:39.288099
Poor
No
Daily
House
710
17,240
25
Male
43,920
Married
4
Bachelor's
Self-Employed
16.957672
Rural
Comprehensive
null
13
710
1
2024-04-05 15:21:39.107553
Average
No
Daily
Condo
1,054
17,241
33
Female
29,759
Single
4
Bachelor's
Unemployed
21.438922
Suburban
Premium
null
16
646
7
2021-11-10 15:21:39.167099
Poor
No
Monthly
Condo
2,972
17,242
28
Female
28,883
Single
3
High School
Self-Employed
24.723171
Urban
Basic
1
17
839
8
2020-08-29 15:21:39.237118
Average
No
Rarely
Condo
617
17,243
25
Female
30,862
Married
0
PhD
null
51.631307
Suburban
Basic
1
13
734
1
2021-01-05 15:21:39.095696
Good
Yes
Weekly
House
476
17,244
51
Female
47,301
Married
3
PhD
Self-Employed
15.624184
Urban
Premium
2
6
361
6
2022-01-03 15:21:39.254678
Poor
Yes
Rarely
Condo
2,077
17,245
56
Male
56,812
Married
1
PhD
Self-Employed
7.938243
Urban
Premium
1
13
619
4
2020-12-29 15:21:39.126661
Good
Yes
Monthly
House
299
17,246
39
Female
12,347
Divorced
2
PhD
Self-Employed
24.566223
Suburban
Comprehensive
0
5
null
1
2022-03-31 15:21:39.134960
Poor
No
Rarely
Condo
553
17,247
18
Female
23,451
Single
3
Bachelor's
Unemployed
46.849556
Rural
Comprehensive
0
2
773
5
2022-06-20 15:21:39.092127
Good
Yes
Monthly
House
178
17,248
21
Male
104,145
Married
2
PhD
Unemployed
22.166417
Suburban
Premium
null
12
null
2
2023-02-14 15:21:39.259788
Poor
Yes
Rarely
House
177
17,249
58
Male
43,850
Single
1
High School
null
22.489532
Urban
Premium
1
14
351
2
2022-09-20 15:21:39.237118
Poor
No
Rarely
House
1,061
17,250
20
Male
27,812
Married
0
High School
null
16.585586
Rural
Premium
null
1
752
7
2020-07-13 15:21:39.248098
Average
No
Rarely
Condo
825
17,251
62
Male
3,546
Divorced
1
Master's
Unemployed
40.599964
Rural
Basic
1
7
473
8
2022-09-30 15:21:39.082499
Average
No
Monthly
Apartment
1,824
17,252
55
Female
56,907
Divorced
1
Bachelor's
Employed
26.082331
Suburban
Basic
2
8
422
5
2023-09-28 15:21:39.155231
null
Yes
Rarely
Condo
1,620
17,253
33
Male
90,719
Single
null
High School
Unemployed
43.983246
Rural
Premium
0
11
796
8
2019-11-02 15:21:39.172097
Good
No
Rarely
Condo
2,280
17,254
62
Male
5,782
Divorced
3
Master's
null
12.681257
Urban
Comprehensive
1
1
745
5
2023-04-14 15:21:39.155231
null
No
Rarely
Condo
1,005
17,255
55
Male
17,105
Married
2
High School
Employed
11.241582
Urban
Basic
1
11
760
8
2023-10-28 15:21:39.143708
Average
No
Weekly
House
722
17,256
37
Male
29,467
Married
4
Master's
Unemployed
14.17278
Rural
Comprehensive
1
14
548
9
2021-10-13 15:21:39.134960
Average
Yes
Weekly
Condo
281
17,257
64
Male
10,096
Divorced
0
PhD
Self-Employed
37.744775
Urban
Comprehensive
null
8
584
5
2020-05-12 15:21:39.128286
Poor
Yes
Rarely
Apartment
917
17,258
58
Female
15,380
Single
0
High School
Self-Employed
20.662557
Urban
Basic
1
13
716
9
2020-12-24 15:21:39.155231
Average
Yes
Daily
Apartment
2,363
17,259
22
Male
123,913
Single
2
Master's
Employed
48.959553
Rural
Premium
0
17
791
9
2023-05-21 15:21:39.249100
Good
Yes
Weekly
Condo
112
17,260
55
Male
124,580
Single
3
Bachelor's
null
19.957195
Urban
Comprehensive
null
17
null
6
2019-08-26 15:21:39.164044
Good
No
Weekly
House
2,033
17,261
30
Female
6,818
Divorced
3
High School
Unemployed
24.065372
Rural
Premium
1
11
661
3
2021-09-25 15:21:39.134960
Poor
No
Weekly
Condo
34
17,262
49
Male
8,957
Single
0
PhD
Unemployed
14.447715
Urban
Basic
null
2
549
3
2021-11-29 15:21:39.289099
Good
No
Daily
House
1,107
17,263
55
Female
18,280
Divorced
3
Master's
Self-Employed
7.591451
Suburban
Premium
0
5
571
4
2020-05-18 15:21:39.125660
Poor
No
Monthly
Apartment
1,201
17,264
31
Female
27,892
Married
0
PhD
Self-Employed
36.780133
Rural
Basic
0
18
769
1
2019-09-26 15:21:39.155231
Good
Yes
Monthly
House
215
17,265
58
Male
45,266
Divorced
4
Master's
Employed
37.513852
Rural
Basic
null
4
676
1
2022-03-19 15:21:39.231531
Good
Yes
Daily
House
1,180
17,266
60
Female
32,742
Married
3
High School
Employed
21.886922
Suburban
Basic
0
18
646
4
2020-10-11 15:21:39.096739
null
Yes
Daily
Apartment
327
17,267
47
Male
101,948
null
4
Bachelor's
Unemployed
18.568423
Rural
Comprehensive
null
3
null
1
2024-07-21 15:21:39.134960
Good
Yes
Rarely
House
2,236
17,268
48
Female
1,881
Single
null
High School
Self-Employed
16.88494
Urban
Premium
0
4
790
8
2022-06-13 15:21:39.208842
Average
No
Monthly
Condo
49
17,269
18
Male
3,308
Married
4
PhD
Self-Employed
20.903003
Urban
Comprehensive
null
14
null
4
2021-01-12 15:21:39.246098
null
No
Weekly
Condo
527
17,270
29
Male
938
Divorced
0
PhD
Unemployed
21.502067
Urban
Basic
0
2
null
9
2020-01-14 15:21:39.246098
null
No
Daily
House
30
17,271
37
Male
null
Single
3
PhD
Unemployed
29.566811
Rural
Premium
0
10
773
4
2020-06-12 15:21:39.206847
Poor
Yes
Rarely
Apartment
381
17,272
25
Male
60,960
Married
4
High School
null
23.764352
Urban
Premium
null
12
419
6
2021-07-27 15:21:39.095696
Average
Yes
Rarely
Apartment
642
17,273
20
Male
29,377
Married
1
High School
null
10.747717
Urban
Basic
null
4
511
1
2021-02-21 15:21:39.081504
Average
Yes
Weekly
House
1,060
17,274
50
Female
16,751
Single
0
Bachelor's
Employed
25.653914
Suburban
Basic
1
6
516
3
2022-10-02 15:21:39.155231
Good
Yes
Rarely
Condo
3,378
17,275
24
Male
5,892
Single
3
Master's
null
5.813507
Rural
Basic
2
3
null
1
2024-05-19 15:21:39.186212
Poor
Yes
Weekly
Apartment
304
17,276
39
Male
117,230
Single
null
High School
Employed
39.019564
Suburban
Premium
3
5
365
6
2021-09-02 15:21:39.173834
Average
No
Monthly
Condo
928
17,277
59
Female
89,944
Single
4
PhD
Unemployed
26.958956
Urban
Basic
null
12
358
4
2022-12-12 15:21:39.237118
Average
Yes
Rarely
Condo
735
17,278
25
Male
4,570
Divorced
0
PhD
Self-Employed
25.894192
Urban
Premium
null
0
827
1
2022-04-03 15:21:39.186212
Poor
Yes
Rarely
Condo
27
17,279
22
Female
30,382
Married
3
Bachelor's
Self-Employed
9.8132
Rural
Comprehensive
null
12
818
8
2021-09-11 15:21:39.133866
Poor
Yes
Weekly
Apartment
83
17,280
21
Female
13,179
Married
null
Bachelor's
null
19.810849
Urban
Basic
0
15
735
5
2023-10-22 15:21:39.176717
Good
Yes
Weekly
Condo
157
17,281
57
Male
60,834
Single
1
PhD
null
25.828796
Suburban
Basic
2
17
null
9
2023-08-12 15:21:39.216387
Poor
Yes
Monthly
Apartment
268
17,282
64
Female
111,825
Divorced
2
Master's
Self-Employed
29.476479
Rural
Basic
1
11
308
6
2022-04-04 15:21:39.206847
Good
No
Weekly
Condo
757
17,283
49
Female
15,210
Single
2
Bachelor's
Unemployed
17.491169
Urban
Basic
null
6
665
9
2021-07-09 15:21:39.144722
null
Yes
Monthly
Apartment
1,206
17,284
59
Male
2,858
Divorced
1
High School
Employed
5.274962
Rural
Comprehensive
null
15
615
5
2021-05-05 15:21:39.237118
Good
Yes
Monthly
Apartment
3,860
17,285
19
Male
2,562
Single
1
High School
Unemployed
32.64507
Suburban
Premium
0
9
346
8
2022-06-12 15:21:39.247098
Average
No
Monthly
Apartment
1,617
17,286
19
Male
null
Single
2
Bachelor's
Unemployed
26.412931
Urban
Basic
1
17
546
9
2023-06-22 15:21:39.192212
Good
Yes
Rarely
Condo
257
17,287
44
Female
6,928
Divorced
3
Master's
Employed
10.068349
Urban
Basic
2
7
531
3
2024-02-26 15:21:39.098696
Good
No
Weekly
House
1,004
17,288
24
Male
43,783
Divorced
0
Bachelor's
Self-Employed
38.928738
Rural
Comprehensive
0
19
662
8
2019-11-15 15:21:39.155231
Poor
Yes
Monthly
Apartment
722
17,289
64
Female
29,210
Divorced
4
Bachelor's
Unemployed
4.038315
Rural
Basic
0
2
null
6
2023-12-09 15:21:39.086123
Average
Yes
Daily
House
2,320
17,290
49
Male
10,862
Divorced
null
Master's
Self-Employed
40.9661
Suburban
Basic
null
19
494
1
2023-06-15 15:21:39.097737
Good
Yes
Rarely
Condo
202
17,291
48
Female
94,650
Divorced
0
PhD
Unemployed
14.788779
Rural
Comprehensive
2
16
546
3
2020-09-19 15:21:39.259788
Good
Yes
Weekly
Apartment
4,021
17,292
60
Female
47,367
Single
null
Bachelor's
Unemployed
21.836667
Rural
Comprehensive
null
19
302
7
2022-09-02 15:21:39.237118
Average
No
Weekly
Condo
687
17,293
39
Male
1,060
Single
3
High School
Unemployed
9.766679
Urban
Premium
0
2
384
3
2022-01-29 15:21:39.090124
Poor
Yes
Weekly
House
749
17,294
19
Female
113,719
Married
0
Master's
Self-Employed
7.253407
Urban
Basic
1
3
376
1
2024-07-14 15:21:39.271453
Average
No
Monthly
Condo
1,357
17,295
64
Male
1,217
Single
null
High School
Unemployed
41.142964
Suburban
Comprehensive
null
1
602
8
2019-10-09 15:21:39.155231
Good
No
Daily
House
534
17,296
49
Male
3,440
Single
0
PhD
Self-Employed
18.926166
Rural
Premium
null
19
363
1
2022-05-07 15:21:39.217387
Average
No
Daily
House
535
17,297
62
Male
null
Married
2
High School
Self-Employed
49.751688
Rural
Comprehensive
null
10
484
7
2022-02-23 15:21:39.105504
null
Yes
Weekly
House
524
17,298
20
Male
102,623
Married
2
High School
Unemployed
8.497023
Rural
Comprehensive
null
14
376
7
2021-11-12 15:21:39.179186
Good
Yes
Rarely
House
1,369
17,299
43
Female
65,725
Divorced
4
Master's
Unemployed
43.910047
Urban
Premium
0
11
481
1
2019-10-08 15:21:39.207847
Poor
No
Daily
House
1,845