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
1,163,200
23
Female
1,064
Married
3
High School
Self-Employed
14.283502
Urban
Comprehensive
null
4
420
7
2023-11-12 15:21:39.146733
Good
Yes
Daily
Apartment
923
1,163,201
56
Male
16,751
Divorced
4
High School
Self-Employed
25.013027
Suburban
Basic
0
12
778
6
2022-04-11 15:21:39.274993
Average
Yes
Monthly
House
945
1,163,202
28
Male
52,709
Married
1
PhD
Employed
46.96615
Suburban
Comprehensive
2
4
831
1
2022-09-04 15:21:39.272456
Poor
Yes
Rarely
House
317
1,163,203
41
Female
28,506
Divorced
3
PhD
Unemployed
31.787939
Rural
Basic
null
1
565
2
2020-09-03 15:21:39.221386
Average
Yes
Rarely
House
1,725
1,163,204
39
Male
12,063
Single
3
Bachelor's
Self-Employed
16.611495
Rural
Basic
null
18
767
6
2022-03-20 15:21:39.134960
Good
Yes
Monthly
House
1,148
1,163,205
24
Male
8,982
Divorced
2
PhD
Employed
42.929795
Urban
Comprehensive
0
18
449
3
2021-08-11 15:21:39.134960
Good
No
Weekly
House
1,251
1,163,206
42
Male
8,360
Single
1
High School
Self-Employed
24.782546
Urban
Basic
null
4
336
9
2023-10-30 15:21:39.204790
Poor
No
Rarely
House
611
1,163,207
50
Male
19,534
Divorced
1
PhD
Employed
11.436824
Suburban
Comprehensive
3
14
660
1
2019-12-30 15:21:39.215386
Poor
No
Rarely
Apartment
374
1,163,208
21
Female
4,645
Married
2
Master's
null
32.711169
Rural
Basic
3
15
721
5
2020-02-18 15:21:39.253660
Good
No
Monthly
House
703
1,163,209
64
Male
29,460
Divorced
0
Master's
Employed
13.946406
Urban
Comprehensive
null
11
733
2
2023-12-30 15:21:39.148733
Poor
No
Rarely
Condo
582
1,163,210
20
Male
20,894
Divorced
1
Bachelor's
null
24.410571
Urban
Comprehensive
1
0
742
4
2022-10-28 15:21:39.217387
Average
No
Weekly
Apartment
1,005
1,163,211
30
Female
null
Single
3
Bachelor's
Employed
4.512431
Urban
Basic
0
16
386
8
2020-10-25 15:21:39.208842
Poor
No
Rarely
Condo
3,315
1,163,212
31
Female
43,912
Single
3
PhD
Unemployed
27.443414
Urban
Premium
2
0
441
5
2022-07-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
635
1,163,213
58
Male
15,397
Single
3
PhD
Employed
49.894098
Rural
Comprehensive
0
5
796
9
2023-07-27 15:21:39.233998
Good
Yes
Daily
Apartment
1,377
1,163,214
22
Male
80,907
Single
4
Master's
Unemployed
19.544923
Suburban
Basic
null
12
415
3
2020-05-11 15:21:39.164044
Good
No
Rarely
Apartment
1,184
1,163,215
30
Male
13,281
Married
null
High School
Employed
45.792911
Suburban
Premium
0
7
338
7
2020-02-15 15:21:39.152732
Average
No
Rarely
House
2,184
1,163,216
57
Male
16,077
Married
3
Bachelor's
Employed
35.64783
Suburban
Basic
2
9
null
8
2022-04-27 15:21:39.191219
Good
No
Weekly
House
607
1,163,217
23
Female
30,458
Married
2
PhD
null
44.35578
Suburban
Comprehensive
null
15
808
6
2021-09-09 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,209
1,163,218
20
Female
133,528
Single
0
PhD
Employed
43.643366
Urban
Comprehensive
0
4
330
3
2023-02-19 15:21:39.205850
Good
No
Rarely
House
479
1,163,219
21
Male
20,231
Divorced
1
PhD
null
13.647658
Urban
Basic
0
16
791
1
2022-09-04 15:21:39.251142
Average
No
Weekly
House
431
1,163,220
30
Male
3,568
Single
4
High School
Employed
10.869361
Urban
Basic
1
1
705
4
2021-08-31 15:21:39.134960
Poor
No
Rarely
Condo
2,035
1,163,221
19
Female
10,076
Married
2
High School
Self-Employed
39.011339
Urban
Basic
null
17
711
2
2022-08-05 15:21:39.106582
Poor
No
Weekly
Condo
685
1,163,222
20
Female
1,455
Married
null
Master's
Self-Employed
6.891941
Suburban
Basic
2
0
379
8
2024-07-11 15:21:39.274993
Good
Yes
Rarely
Apartment
1,133
1,163,223
63
Male
26,439
Divorced
3
High School
null
25.723557
Urban
Premium
1
8
624
2
2022-11-05 15:21:39.155231
Poor
No
Weekly
Condo
861
1,163,224
18
Female
1,334
Married
2
PhD
Employed
23.81602
Urban
Premium
0
17
null
4
2021-05-28 15:21:39.132191
Good
No
Daily
Apartment
250
1,163,225
31
Male
948
Single
0
High School
null
20.957672
Suburban
Basic
0
4
310
6
2023-08-07 15:21:39.114118
Good
Yes
Weekly
Apartment
28
1,163,226
26
Female
70,919
Divorced
null
Master's
null
20.382914
Suburban
Basic
null
18
308
2
2022-07-08 15:21:39.111551
Poor
No
Monthly
Apartment
2,497
1,163,227
52
Female
59,885
Single
0
Bachelor's
null
24.36812
Rural
Comprehensive
1
14
338
8
2022-06-18 15:21:39.211806
Good
Yes
Monthly
Apartment
662
1,163,228
22
Male
42,948
Married
2
Bachelor's
Self-Employed
26.248944
Suburban
Basic
0
14
null
2
2024-01-09 15:21:39.236064
Average
No
Monthly
Condo
371
1,163,229
21
Male
6,719
Married
2
Master's
Self-Employed
17.407204
Rural
Basic
null
5
696
7
2023-04-19 15:21:39.207847
Poor
No
Rarely
House
447
1,163,230
33
Female
939
Divorced
3
High School
null
37.937452
Suburban
Premium
1
3
431
3
2022-11-23 15:21:39.251142
Good
Yes
Monthly
Apartment
1,237
1,163,231
18
Male
36,222
Married
1
High School
Unemployed
28.1289
Urban
Basic
1
8
811
3
2020-04-15 15:21:39.123711
Average
No
Weekly
House
519
1,163,232
41
Female
18,455
Divorced
2
Bachelor's
Employed
44.738405
Urban
Premium
0
17
841
5
2021-10-05 15:21:39.170099
Average
Yes
Rarely
Condo
1,453
1,163,233
21
Male
107,575
Divorced
0
PhD
Unemployed
null
Rural
Comprehensive
3
4
779
9
2023-05-02 15:21:39.134960
Average
No
Rarely
Condo
1,020
1,163,234
34
Male
5,580
Divorced
1
PhD
Unemployed
34.392764
Rural
Comprehensive
1
10
470
9
2021-04-22 15:21:39.167099
Poor
Yes
Weekly
House
1,176
1,163,235
26
Male
39,920
Single
3
PhD
Employed
40.97971
Rural
Basic
0
13
null
3
2021-07-21 15:21:39.237118
Good
Yes
Monthly
House
788
1,163,236
58
Female
109,629
Married
null
PhD
Employed
39.923422
Suburban
Comprehensive
2
11
595
9
2022-09-26 15:21:39.246098
Average
Yes
Daily
Condo
375
1,163,237
43
Male
62,330
Divorced
1
PhD
Unemployed
51.152815
Urban
Comprehensive
1
13
734
7
2022-04-06 15:21:39.152732
Average
No
Rarely
House
1,036
1,163,238
63
Male
21,699
Divorced
2
Master's
Self-Employed
8.848344
Suburban
Comprehensive
2
1
378
1
2023-10-13 15:21:39.214388
Good
No
Daily
Condo
531
1,163,239
36
Female
32,009
Divorced
3
Bachelor's
null
37.385898
Rural
Comprehensive
1
12
609
3
2020-06-06 15:21:39.235012
Good
No
Monthly
House
2,479
1,163,240
34
Male
52,419
Married
null
Master's
Self-Employed
20.912676
Urban
Premium
null
11
619
8
2024-01-17 15:21:39.273973
Poor
No
Daily
House
225
1,163,241
18
Male
84,832
Married
4
PhD
null
20.052664
Rural
Comprehensive
null
1
404
4
2024-05-11 15:21:39.237118
Average
No
Rarely
Condo
742
1,163,242
43
Female
24,486
Divorced
3
Bachelor's
Self-Employed
9.517433
Urban
Comprehensive
0
8
null
6
2023-11-10 15:21:39.147735
Poor
Yes
Weekly
Condo
1,631
1,163,243
21
Male
35,297
Married
1
Bachelor's
Self-Employed
13.582651
Urban
Premium
null
18
461
6
2024-04-11 15:21:39.219432
Good
Yes
Monthly
House
1,685
1,163,244
56
Female
47,440
Married
3
Bachelor's
Unemployed
24.668717
Rural
Basic
1
18
302
1
2023-11-10 15:21:39.254678
Average
Yes
Daily
House
542
1,163,245
55
Female
36,316
Divorced
null
PhD
Self-Employed
37.918614
Rural
Basic
1
8
846
6
2020-10-31 15:21:39.237118
Average
Yes
Monthly
House
1,809
1,163,246
20
Female
14,982
Married
3
Master's
Unemployed
23.097831
Rural
Premium
3
1
781
7
2023-03-09 15:21:39.118178
Average
No
Rarely
Condo
599
1,163,247
52
Female
143,418
Married
2
High School
Unemployed
28.045078
Urban
Basic
0
5
536
2
2019-11-09 15:21:39.235012
Good
Yes
Rarely
House
2,495
1,163,248
21
Female
66,073
Single
0
Bachelor's
null
34.520076
Suburban
Basic
1
11
643
1
2022-08-15 15:21:39.155231
Poor
No
Rarely
House
172
1,163,249
20
Male
20,802
Single
1
Master's
Self-Employed
11.128865
Suburban
Basic
2
12
327
6
2020-11-25 15:21:39.132191
Good
No
Rarely
Apartment
2,032
1,163,250
54
Female
2,228
Married
3
Master's
Unemployed
46.098683
Urban
Basic
1
1
null
2
2022-04-05 15:21:39.182597
Average
No
Rarely
Condo
2,058
1,163,251
19
Female
3,616
Married
null
Bachelor's
Self-Employed
25.967181
Suburban
Premium
1
2
495
5
2020-08-27 15:21:39.087123
Poor
Yes
Rarely
Condo
883
1,163,252
54
Male
1,238
Divorced
4
PhD
Employed
null
Suburban
Basic
1
7
627
1
2024-03-16 15:21:39.196387
Average
No
Weekly
Apartment
671
1,163,253
50
Male
44,932
Divorced
1
Bachelor's
Employed
9.05798
Urban
Basic
null
10
578
2
2023-12-10 15:21:39.105504
Average
Yes
Weekly
Condo
391
1,163,254
44
Male
43,842
Single
3
PhD
Unemployed
9.695597
Urban
Basic
null
8
667
3
2024-01-31 15:21:39.244069
Poor
No
Monthly
House
1,718
1,163,255
46
Female
6,927
Married
4
PhD
Unemployed
20.534785
Rural
Comprehensive
2
8
677
3
2020-10-01 15:21:39.265513
Average
Yes
Monthly
House
783
1,163,256
49
Female
46,962
Divorced
1
PhD
Unemployed
37.922371
Suburban
Premium
2
8
310
6
2024-05-24 15:21:39.237118
Average
No
Weekly
Condo
574
1,163,257
51
Male
1,499
Single
3
High School
Self-Employed
28.75204
Urban
Comprehensive
3
18
701
7
2021-04-17 15:21:39.263607
Good
No
Weekly
Condo
1,260
1,163,258
29
Male
30,207
Divorced
null
Master's
null
49.774009
Urban
Basic
null
13
674
6
2019-11-13 15:21:39.170099
Good
No
Weekly
Apartment
2,654
1,163,259
43
Male
40,881
Single
1
PhD
Self-Employed
33.297419
Suburban
Basic
1
15
662
1
2019-12-14 15:21:39.277975
Poor
Yes
Rarely
Condo
1,630
1,163,260
53
Female
null
Married
0
PhD
null
13.121466
Rural
Premium
2
2
362
4
2023-02-13 15:21:39.201446
Average
No
Weekly
House
1,499
1,163,261
21
Female
17,076
Married
0
Bachelor's
Employed
36.878495
Urban
Basic
1
6
683
4
2024-03-07 15:21:39.155231
Good
Yes
Weekly
Condo
1,173
1,163,262
44
Male
null
Divorced
0
High School
null
32.096554
Suburban
Premium
1
11
353
7
2021-06-30 15:21:39.172097
Average
No
Daily
Apartment
624
1,163,263
38
Male
24,603
Single
2
High School
Employed
29.594778
Rural
Comprehensive
1
6
603
5
2023-04-20 15:21:39.134960
Average
Yes
Monthly
Condo
1,766
1,163,264
25
Male
30,251
Divorced
0
Bachelor's
Unemployed
7.595006
Urban
Premium
1
14
721
9
2022-09-01 15:21:39.120168
Good
Yes
Daily
House
442
1,163,265
42
Male
33,193
Divorced
2
Bachelor's
Unemployed
20.984621
Rural
Basic
1
1
576
7
2022-04-25 15:21:39.087123
Poor
Yes
Daily
Apartment
488
1,163,266
40
Female
94,538
Married
2
High School
Self-Employed
null
Suburban
Comprehensive
null
16
473
5
2020-05-11 15:21:39.283783
Average
Yes
Rarely
Apartment
705
1,163,267
22
Male
41,332
Single
1
Master's
null
24.594414
Rural
Basic
1
14
561
9
2023-08-01 15:21:39.121169
Good
No
Weekly
House
245
1,163,268
40
Male
null
Divorced
4
Bachelor's
Unemployed
14.923842
Urban
Premium
null
19
354
5
2022-11-19 15:21:39.086123
Poor
Yes
Monthly
Condo
952
1,163,269
22
Female
5,071
Single
null
Bachelor's
Unemployed
30.848783
Suburban
Premium
3
16
591
7
2024-02-12 15:21:39.271453
Good
No
Daily
Apartment
744
1,163,270
48
Female
63,367
Married
null
Bachelor's
null
37.932243
Rural
Premium
null
2
492
9
2022-12-15 15:21:39.236064
Good
No
Weekly
Apartment
109
1,163,271
44
Male
81,660
Married
4
Master's
Unemployed
38.4744
Urban
Comprehensive
0
2
479
6
2023-05-24 15:21:39.147735
Good
No
Daily
House
2,188
1,163,272
20
Female
27,349
Single
3
Master's
Employed
15.639003
Urban
Premium
0
7
638
2
2023-03-20 15:21:39.086123
Average
No
Daily
House
2,082
1,163,273
41
Female
904
Divorced
0
Master's
Unemployed
null
Suburban
Basic
1
1
821
6
2020-06-07 15:21:39.198406
Average
No
Monthly
Apartment
749
1,163,274
37
Female
18,072
Single
2
Master's
Unemployed
5.958795
Rural
Premium
0
8
571
6
2022-10-12 15:21:39.192212
Good
No
Weekly
House
1,686
1,163,275
26
Male
39,737
Divorced
2
Bachelor's
Employed
4.869844
Rural
Premium
null
2
554
3
2023-03-01 15:21:39.149731
Good
No
Rarely
Apartment
797
1,163,276
53
Female
2,934
Married
3
PhD
Unemployed
4.336061
Rural
Premium
1
13
633
7
2024-03-12 15:21:39.274993
Good
No
Monthly
House
308
1,163,277
64
Female
28,408
Married
1
High School
Employed
34.17117
Urban
Basic
2
15
null
7
2022-03-22 15:21:39.237118
null
No
Rarely
Condo
661
1,163,278
59
Male
101,853
Married
1
Bachelor's
null
10.972124
Suburban
Comprehensive
1
16
596
9
2022-02-26 15:21:39.134960
Good
No
Rarely
Apartment
345
1,163,279
61
Female
38,107
Married
4
High School
Unemployed
24.976257
Urban
Premium
2
19
484
1
2021-05-10 15:21:39.113566
Average
No
Daily
Condo
151
1,163,280
32
Male
18,795
Married
1
Bachelor's
Employed
36.552381
Urban
Premium
null
11
725
9
2023-09-15 15:21:39.154008
Good
Yes
Monthly
Apartment
843
1,163,281
43
Female
6,503
Divorced
2
Master's
Self-Employed
25.813953
Urban
Comprehensive
3
10
770
6
2019-11-06 15:21:39.176717
Poor
No
Daily
Condo
2,134
1,163,282
47
Male
35,791
Married
0
PhD
Unemployed
39.927371
Urban
Premium
null
17
null
6
2024-08-11 15:21:39.092127
Good
Yes
Weekly
House
898
1,163,283
18
Female
70,558
Divorced
1
Master's
null
null
Urban
Comprehensive
null
1
391
8
2023-01-10 15:21:39.122134
Poor
Yes
Daily
Condo
1,650
1,163,284
25
Female
53,664
Married
2
Master's
Employed
24.148714
Suburban
Basic
2
7
491
3
2022-01-18 15:21:39.134960
Average
Yes
Monthly
Apartment
2,023
1,163,285
40
Female
45,467
Married
3
PhD
null
19.151114
Suburban
Basic
1
13
695
4
2022-09-20 15:21:39.084065
Good
Yes
Weekly
Condo
1,617
1,163,286
28
Female
888
Single
0
Master's
Unemployed
29.524938
Suburban
Comprehensive
null
4
459
9
2019-09-07 15:21:39.170099
Poor
Yes
Monthly
Condo
1,531
1,163,287
21
Male
17,042
Single
3
Master's
null
13.97928
Urban
Comprehensive
0
18
643
3
2021-09-17 15:21:39.115178
Poor
Yes
Weekly
House
1,197
1,163,288
34
Male
94,498
Married
1
PhD
Self-Employed
51.27142
Suburban
Premium
null
11
487
8
2021-09-27 15:21:39.261856
Poor
Yes
Rarely
Apartment
1,039
1,163,289
57
Female
26,351
Married
0
PhD
Self-Employed
12.805681
Rural
Premium
2
4
488
2
2022-07-02 15:21:39.171102
Good
No
Monthly
Apartment
1,115
1,163,290
22
Male
948
Single
2
Bachelor's
Employed
4.36794
Rural
Premium
1
17
397
9
2020-04-07 15:21:39.198406
Poor
No
Rarely
House
882
1,163,291
64
Female
116,983
null
0
PhD
Employed
16.774629
Suburban
Premium
null
6
394
1
2022-04-13 15:21:39.194829
Poor
No
Monthly
Condo
112
1,163,292
52
Male
5,535
Married
3
Master's
null
24.236088
Urban
Comprehensive
1
8
774
1
2023-06-25 15:21:39.155231
Good
Yes
Monthly
House
787
1,163,293
60
Male
4,425
Married
1
Bachelor's
Self-Employed
25.356778
Rural
Premium
2
5
660
2
2024-05-11 15:21:39.237118
Average
No
Daily
Apartment
977
1,163,294
29
Male
45,347
Married
4
Bachelor's
null
37.383588
Suburban
Basic
null
0
628
2
2022-08-17 15:21:39.231531
Good
No
Weekly
Apartment
813
1,163,295
22
Female
13,521
Married
1
PhD
Unemployed
30.984395
Suburban
Basic
null
18
400
8
2024-06-17 15:21:39.117183
Average
No
Daily
House
964
1,163,296
45
Male
28,408
Single
3
Master's
Employed
9.115861
Suburban
Basic
2
8
446
4
2020-02-08 15:21:39.206847
Average
Yes
Rarely
House
1,218
1,163,297
22
Female
4,611
Divorced
3
Bachelor's
null
48.298411
Suburban
Basic
0
1
487
9
2022-08-17 15:21:39.208842
Poor
Yes
Rarely
House
919
1,163,298
47
Male
27,385
null
4
Bachelor's
Self-Employed
5.846992
Suburban
Basic
1
8
590
1
2020-07-28 15:21:39.273973
Poor
No
Daily
Apartment
1,465
1,163,299
31
Female
12,596
Married
0
Master's
Self-Employed
13.054014
Urban
Comprehensive
null
0
null
7
2019-09-20 15:21:39.190215
Poor
Yes
Monthly
Apartment
1,034