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
1,166,200
58
Female
7,420
Married
0
PhD
Unemployed
51.162454
Suburban
Premium
null
17
756
1
2021-10-20 15:21:39.080440
Good
No
Weekly
Apartment
1,181
1,166,201
36
Female
27,984
Divorced
2
Master's
Unemployed
29.47754
Rural
Premium
1
11
410
3
2019-12-03 15:21:39.209847
Poor
No
Monthly
Apartment
1,615
1,166,202
22
Male
2,912
Married
1
High School
Employed
19.895366
Urban
Comprehensive
null
11
324
5
2022-01-03 15:21:39.090124
Good
Yes
Monthly
Condo
638
1,166,203
53
Male
83,322
Single
1
Bachelor's
Unemployed
29.946169
Suburban
Comprehensive
1
18
null
4
2019-10-08 15:21:39.237118
Good
No
Monthly
Condo
2,823
1,166,204
51
Male
18,077
Divorced
4
High School
Self-Employed
38.813719
Rural
Basic
2
5
null
7
2020-12-07 15:21:39.082499
Good
Yes
Rarely
House
20
1,166,205
25
Female
44,284
Single
3
PhD
Employed
11.944197
Rural
Premium
null
19
null
6
2023-03-23 15:21:39.201446
Average
Yes
Monthly
House
1,208
1,166,206
47
Female
25,720
Divorced
null
Master's
Employed
10.359989
Suburban
Premium
null
6
465
5
2024-05-10 15:21:39.095696
null
Yes
Daily
Condo
843
1,166,207
31
Female
1,642
Single
4
High School
Employed
40.837211
Rural
Comprehensive
0
13
491
2
2021-07-30 15:21:39.221386
null
Yes
Rarely
Apartment
2,549
1,166,208
25
Male
18,835
Single
1
High School
Employed
18.680108
Urban
Basic
1
17
null
3
2020-01-23 15:21:39.261856
Average
No
Daily
Condo
343
1,166,209
37
Male
19,650
Married
0
Master's
null
13.739064
Suburban
Comprehensive
1
16
591
3
2020-06-14 15:21:39.184157
Poor
Yes
Rarely
Condo
1,499
1,166,210
56
Female
1,083
Married
3
PhD
null
22.690977
Rural
Basic
null
7
null
3
2022-02-22 15:21:39.155231
null
Yes
Daily
House
834
1,166,211
52
Male
71,340
Single
0
PhD
null
null
Urban
Premium
1
13
386
7
2022-06-18 15:21:39.155231
Poor
Yes
Weekly
House
1,118
1,166,212
24
Male
null
Married
0
Bachelor's
Self-Employed
11.056538
Rural
Premium
null
7
419
4
2022-02-02 15:21:39.199447
Average
No
Daily
House
756
1,166,213
53
Female
16,992
Married
2
Bachelor's
Employed
35.152824
Urban
Comprehensive
0
5
531
6
2023-04-02 15:21:39.265513
Poor
No
Monthly
House
1,609
1,166,214
42
Female
28,791
Divorced
1
Master's
Unemployed
22.082641
Rural
Premium
2
2
746
1
2023-04-07 15:21:39.220389
Average
No
Weekly
Condo
2,750
1,166,215
60
Female
9,097
Single
2
Bachelor's
Self-Employed
41.779788
Rural
Comprehensive
0
15
766
9
2023-11-19 15:21:39.097737
Average
Yes
Rarely
Condo
1,487
1,166,216
61
Male
37,765
Single
0
Master's
Self-Employed
46.96615
Suburban
Comprehensive
null
4
636
7
2023-08-23 15:21:39.117183
Good
No
Monthly
House
2,235
1,166,217
59
Female
4,417
Divorced
2
Bachelor's
Unemployed
15.71679
Urban
Premium
null
13
null
7
2019-12-11 15:21:39.182597
Average
Yes
Daily
Apartment
1,152
1,166,218
26
Female
11,110
Single
null
High School
Unemployed
18.710637
Urban
Basic
0
3
437
6
2024-07-07 15:21:39.173834
Poor
Yes
Weekly
House
1,487
1,166,219
21
Male
74,945
Married
3
High School
Unemployed
22.845321
Suburban
Premium
1
9
437
9
2021-10-10 15:21:39.171102
Average
Yes
Weekly
Apartment
1,663
1,166,220
33
Male
10,358
Single
3
High School
Employed
17.846314
Rural
Comprehensive
1
16
785
5
2024-08-03 15:21:39.155231
Poor
Yes
Monthly
Apartment
85
1,166,221
46
Female
506
Divorced
1
High School
Employed
9.065966
Suburban
Comprehensive
2
16
null
2
2021-08-11 15:21:39.198406
Poor
No
Weekly
Apartment
1,102
1,166,222
58
Female
81,607
Divorced
0
PhD
Employed
43.638641
Suburban
Comprehensive
3
1
449
8
2022-12-18 15:21:39.282785
Good
No
Monthly
House
1,817
1,166,223
23
Female
126,082
Married
2
Master's
Self-Employed
18.27095
Suburban
Premium
0
16
328
8
2020-01-22 15:21:39.251142
Good
No
Daily
Condo
2,677
1,166,224
43
Female
705
Divorced
4
Master's
Unemployed
17.992253
Rural
Basic
null
14
309
1
2022-01-02 15:21:39.083497
Average
Yes
Weekly
Apartment
332
1,166,225
55
Female
45,476
Married
3
Bachelor's
Unemployed
null
Rural
Basic
null
19
742
9
2020-10-05 15:21:39.192212
Poor
Yes
Daily
Condo
1,304
1,166,226
56
Male
28,682
Married
1
PhD
Employed
4.934805
Suburban
Premium
1
8
685
1
2022-10-13 15:21:39.187211
Poor
No
Monthly
House
1,130
1,166,227
44
Female
41,201
Married
1
Bachelor's
Employed
35.839804
Suburban
Premium
1
7
826
2
2024-03-12 15:21:39.079128
Poor
Yes
Daily
Condo
913
1,166,228
49
Female
24,706
Married
null
High School
Unemployed
39.717397
Urban
Premium
2
16
795
2
2023-12-31 15:21:39.114118
Average
Yes
Rarely
Apartment
910
1,166,229
64
Female
9,081
Single
2
High School
Unemployed
32.816266
Rural
Premium
null
17
785
5
2022-10-02 15:21:39.232526
Good
No
Rarely
Condo
1,191
1,166,230
22
Female
28,728
Single
0
PhD
Unemployed
11.788267
Rural
Basic
null
5
null
1
2022-09-16 15:21:39.194829
Poor
Yes
Weekly
House
1,673
1,166,231
40
Male
14,076
Married
0
Master's
Employed
26.472498
Suburban
Premium
3
5
628
5
2021-08-27 15:21:39.237118
Poor
No
Rarely
Condo
921
1,166,232
28
Male
65,700
Single
3
Bachelor's
Unemployed
null
Rural
Premium
1
12
543
5
2024-05-18 15:21:39.283783
Poor
No
Daily
Condo
2,186
1,166,233
22
Female
6,829
Divorced
4
Master's
null
8.818599
Rural
Basic
1
3
null
3
2021-08-30 15:21:39.106582
Poor
Yes
Daily
House
1,176
1,166,234
59
Female
null
Married
1
Bachelor's
Unemployed
22.773685
Rural
Basic
null
17
746
2
2023-03-01 15:21:39.146733
Poor
No
Monthly
Condo
357
1,166,235
42
Female
3,740
Married
4
PhD
Employed
40.574274
Suburban
Premium
0
0
355
9
2024-02-10 15:21:39.270454
Good
No
Weekly
House
348
1,166,236
40
Male
23,981
Divorced
null
Master's
Unemployed
7.735406
Rural
Premium
null
6
739
3
2022-08-13 15:21:39.248098
Average
Yes
Daily
Condo
1,932
1,166,237
51
Female
1,027
Single
2
High School
Unemployed
null
Suburban
Premium
0
3
null
1
2023-01-20 15:21:39.254678
Average
No
Weekly
Condo
757
1,166,238
38
Male
98,828
Married
0
PhD
Unemployed
20.710716
Urban
Premium
4
0
449
1
2024-03-25 15:21:39.237118
Good
Yes
Rarely
House
1,071
1,166,239
37
Female
48,886
Single
1
Master's
null
33.677054
Rural
Comprehensive
null
10
427
2
2020-10-29 15:21:39.228521
Good
Yes
Rarely
Condo
2,474
1,166,240
18
Female
66,841
Married
0
High School
Employed
15.906949
Rural
Premium
3
9
365
7
2024-05-30 15:21:39.202448
Poor
No
Daily
House
561
1,166,241
34
Female
4,732
Single
1
Master's
Employed
44.584065
Suburban
Premium
null
19
711
3
2019-12-06 15:21:39.182597
Good
Yes
Weekly
Condo
2,486
1,166,242
27
Male
15,983
Married
2
Bachelor's
Employed
24.959102
Suburban
Premium
null
3
748
9
2024-06-27 15:21:39.186212
Average
Yes
Monthly
Condo
733
1,166,243
31
Female
19,100
Single
2
Bachelor's
Employed
31.093837
Suburban
Comprehensive
3
3
null
7
2019-09-29 15:21:39.108562
Good
Yes
Rarely
House
951
1,166,244
37
Male
81,813
null
1
Master's
null
28.879243
Rural
Comprehensive
0
13
null
7
2020-07-04 15:21:39.082499
Poor
No
Weekly
Apartment
4,084
1,166,245
33
Female
1,269
Married
2
High School
null
5.656688
Rural
Comprehensive
null
17
839
2
2024-03-01 15:21:39.155231
Poor
Yes
Rarely
House
1,852
1,166,246
38
Male
51,519
Married
0
PhD
null
18.77104
Suburban
Premium
3
11
565
3
2022-08-31 15:21:39.165120
Good
No
Monthly
Apartment
119
1,166,247
24
Male
25,787
Married
4
Master's
null
24.713923
Suburban
Premium
1
8
null
8
2023-01-12 15:21:39.126661
Good
Yes
Rarely
Condo
221
1,166,248
63
Male
16,109
Married
0
High School
Unemployed
30.959468
Rural
Comprehensive
null
16
567
9
2022-08-25 15:21:39.237118
Good
Yes
Weekly
Apartment
1,123
1,166,249
50
Male
1,345
Divorced
null
Bachelor's
Self-Employed
19.675718
Suburban
Basic
1
2
658
3
2020-08-15 15:21:39.155231
null
Yes
Daily
House
647
1,166,250
20
Male
48,428
Married
null
PhD
Self-Employed
14.433823
Rural
Comprehensive
1
7
484
7
2022-10-14 15:21:39.116179
Poor
Yes
Daily
Apartment
48
1,166,251
58
Female
1,664
Divorced
3
Master's
null
15.091796
Urban
Premium
0
18
372
8
2021-01-05 15:21:39.134960
Poor
Yes
Monthly
Condo
881
1,166,252
46
Female
4,868
Single
2
High School
null
null
Suburban
Comprehensive
4
13
null
9
2024-05-22 15:21:39.095696
Good
Yes
Weekly
House
894
1,166,253
23
Male
26,668
Single
4
Master's
null
15.898014
Rural
Premium
0
11
636
5
2022-09-11 15:21:39.283783
Poor
No
Daily
Condo
912
1,166,254
59
Male
10,034
Single
0
Master's
Employed
9.873454
Suburban
Basic
1
1
822
2
2021-01-19 15:21:39.085129
Good
Yes
Monthly
Apartment
862
1,166,255
44
Female
467
Married
4
Master's
Employed
45.764152
Urban
Premium
2
17
534
7
2021-03-22 15:21:39.134960
Good
No
Rarely
Condo
1,628
1,166,256
61
Female
7,881
Single
0
High School
null
15.243341
Suburban
Comprehensive
null
3
674
1
2022-10-04 15:21:39.204790
Good
No
Daily
House
1,506
1,166,257
22
Female
70,893
Divorced
2
Master's
null
31.339896
Suburban
Comprehensive
1
12
394
3
2023-10-06 15:21:39.197445
Average
Yes
Rarely
House
392
1,166,258
36
Female
35,239
Single
1
High School
null
8.076327
Urban
Basic
0
4
757
9
2020-11-17 15:21:39.117183
Poor
No
Monthly
Apartment
1,226
1,166,259
32
Male
55,260
Married
0
PhD
Self-Employed
21.957378
Suburban
Comprehensive
0
18
586
9
2020-06-10 15:21:39.282785
Poor
Yes
Weekly
Condo
169
1,166,260
43
Male
29,585
Married
3
Bachelor's
Unemployed
20.72366
Urban
Basic
null
12
792
2
2023-09-23 15:21:39.155231
Good
No
Daily
House
632
1,166,261
57
Male
2,955
Married
2
High School
Unemployed
17.371961
Urban
Basic
0
14
323
4
2020-08-11 15:21:39.186212
Average
Yes
Rarely
Condo
2,656
1,166,262
35
Female
34,604
Married
3
PhD
null
5.456695
Rural
Basic
0
10
486
1
2021-03-24 15:21:39.266452
Poor
Yes
Weekly
House
1,310
1,166,263
19
Female
22,113
Single
3
Bachelor's
null
46.828484
Urban
Comprehensive
null
9
766
4
2020-11-14 15:21:39.276901
Poor
No
Rarely
Condo
872
1,166,264
41
Male
25,373
Single
0
PhD
Self-Employed
24.265875
Rural
Premium
1
0
616
7
2022-01-03 15:21:39.196387
Poor
No
Monthly
Apartment
890
1,166,265
42
Female
4,913
Single
3
PhD
Unemployed
50.553833
Rural
Premium
2
15
null
9
2021-01-24 15:21:39.288099
Good
Yes
Monthly
Apartment
477
1,166,266
35
Male
28,706
Divorced
2
High School
null
41.936226
Rural
Comprehensive
1
13
586
5
2022-08-21 15:21:39.146733
Good
No
Rarely
House
2,515
1,166,267
40
Male
1,753
Married
0
High School
Unemployed
9.139982
Suburban
Basic
1
16
null
1
2019-11-09 15:21:39.198406
Good
No
Rarely
Apartment
140
1,166,268
42
Male
11,992
Married
1
Bachelor's
Employed
19.36171
Urban
Premium
1
18
722
1
2019-12-27 15:21:39.134960
Poor
No
Daily
House
1,168
1,166,269
56
Male
128,937
Divorced
4
High School
Employed
null
Suburban
Premium
4
12
null
1
2019-10-30 15:21:39.172097
Average
Yes
Monthly
Apartment
946
1,166,270
51
Male
13,718
Single
4
PhD
Unemployed
11.993611
Suburban
Comprehensive
null
13
432
7
2020-06-18 15:21:39.194829
Poor
No
Monthly
House
792
1,166,271
49
Female
23,139
Married
4
Master's
Self-Employed
21.281381
Rural
Premium
1
15
386
3
2020-02-13 15:21:39.180553
Poor
No
Rarely
Condo
724
1,166,272
49
Male
29,207
Divorced
1
Bachelor's
null
18.008416
Urban
Basic
2
9
null
5
2024-02-19 15:21:39.134960
Average
Yes
Daily
Condo
885
1,166,273
61
Female
4,715
Divorced
0
Master's
null
19.173611
Suburban
Premium
1
8
562
2
2019-09-19 15:21:39.093681
Good
No
Weekly
Condo
964
1,166,274
43
Male
7,821
Married
1
Master's
null
26.352678
Rural
Premium
1
17
535
4
2023-12-26 15:21:39.282785
Average
Yes
Monthly
Condo
248
1,166,275
24
Male
18,288
Married
1
High School
Employed
5.834985
Suburban
Premium
0
17
778
7
2019-10-05 15:21:39.243673
null
Yes
Monthly
Condo
441
1,166,276
38
Male
10,971
Single
2
High School
Self-Employed
6.452361
Rural
Premium
1
11
776
8
2021-05-06 15:21:39.124659
Good
Yes
Rarely
Condo
283
1,166,277
35
Female
12,322
Married
2
PhD
Self-Employed
34.81249
Rural
Basic
1
17
746
6
2022-01-26 15:21:39.155231
Poor
Yes
Rarely
House
1,993
1,166,278
54
Female
8,061
Married
0
Master's
null
16.270861
Rural
Basic
1
8
762
2
2023-11-01 15:21:39.148733
Average
No
Rarely
Condo
632
1,166,279
24
Female
14,092
Divorced
3
Master's
Employed
42.895351
Rural
Premium
0
18
619
2
2024-03-21 15:21:39.279729
Good
No
Daily
Condo
3,165
1,166,280
28
Female
43,878
Divorced
3
Master's
Employed
36.491311
Rural
Basic
0
2
411
1
2020-12-27 15:21:39.223901
Poor
Yes
Daily
House
1,490
1,166,281
24
Female
24,981
Divorced
0
Master's
null
30.640828
Rural
Comprehensive
null
10
437
2
2021-02-08 15:21:39.124659
Poor
Yes
Weekly
Condo
1,929
1,166,282
26
Female
2,371
Divorced
4
Master's
Unemployed
41.341065
Suburban
Basic
null
1
494
5
2021-01-07 15:21:39.155231
Poor
No
Daily
House
931
1,166,283
41
Female
46,115
Married
4
PhD
Unemployed
23.78233
Rural
Basic
2
8
null
7
2022-04-06 15:21:39.134960
Good
No
Daily
Condo
596
1,166,284
48
Female
44,215
Single
2
High School
Employed
26.945143
Urban
Premium
0
13
491
1
2021-02-09 15:21:39.235012
null
Yes
Weekly
Apartment
1,602
1,166,285
41
Female
17,734
Married
1
PhD
Self-Employed
10.843198
Suburban
Comprehensive
0
12
602
4
2022-06-17 15:21:39.187211
Average
No
Rarely
Condo
776
1,166,286
58
Female
35,236
Married
3
PhD
Unemployed
16.187825
Urban
Comprehensive
null
0
564
3
2022-08-13 15:21:39.149731
Good
No
Rarely
House
3,640
1,166,287
35
Male
81,162
Married
0
PhD
Unemployed
17.81731
Suburban
Basic
1
10
454
1
2022-01-08 15:21:39.205850
Poor
Yes
Monthly
House
677
1,166,288
39
Female
90,915
Single
3
Master's
Self-Employed
46.750079
Suburban
Basic
0
13
845
8
2020-01-08 15:21:39.149731
Poor
Yes
Rarely
Apartment
420
1,166,289
59
Female
467
Divorced
0
PhD
null
27.628611
Suburban
Comprehensive
2
16
null
5
2021-01-31 15:21:39.096739
Poor
No
Daily
House
1,611
1,166,290
35
Female
44,843
Single
1
High School
null
29.567833
Urban
Premium
1
12
791
3
2024-06-18 15:21:39.155231
Good
No
Monthly
Apartment
493
1,166,291
44
Female
null
Married
2
PhD
Unemployed
10.604835
Rural
Basic
2
1
535
2
2023-12-10 15:21:39.193945
Poor
Yes
Daily
Apartment
2,887
1,166,292
43
Female
39,079
Married
2
Master's
null
14.751451
Suburban
Premium
2
10
719
9
2024-06-03 15:21:39.093681
Poor
Yes
Daily
Apartment
832
1,166,293
34
Male
62,700
Divorced
4
Bachelor's
null
4.667898
Suburban
Basic
0
0
438
2
2021-08-03 15:21:39.179186
Poor
Yes
Weekly
Apartment
1,836
1,166,294
62
Male
127,905
Married
2
PhD
null
20.352365
Rural
Premium
3
14
316
5
2023-06-11 15:21:39.117183
Poor
No
Monthly
House
586
1,166,295
41
Male
12,494
Married
null
PhD
null
17.151247
Suburban
Basic
0
6
null
2
2020-12-12 15:21:39.155231
Average
Yes
Monthly
House
1,290
1,166,296
58
Female
6,746
Married
1
PhD
Self-Employed
21.711744
Rural
Comprehensive
2
19
438
3
2022-01-21 15:21:39.184157
Good
No
Daily
Apartment
1,828
1,166,297
54
Female
4,144
Married
null
Master's
Employed
20.739047
Suburban
Comprehensive
null
15
411
3
2023-05-21 15:21:39.187211
Good
No
Weekly
House
1,614
1,166,298
32
Male
53,575
Divorced
1
PhD
Employed
29.362458
Urban
Comprehensive
2
19
634
5
2023-12-03 15:21:39.082499
null
No
Daily
Apartment
101
1,166,299
null
Male
66,729
Married
0
Bachelor's
Unemployed
12.846708
Suburban
Basic
0
10
457
7
2021-07-07 15:21:39.093681
Good
No
Monthly
Apartment
1,134