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
47,200
19
Female
2,698
Divorced
2
High School
Employed
37.299325
Urban
Basic
2
6
839
5
2023-09-30 15:21:39.200452
Good
Yes
Monthly
Condo
581
47,201
21
Female
15,963
Divorced
3
High School
null
32.097431
Suburban
Comprehensive
null
17
835
7
2022-01-03 15:21:39.194829
Good
No
Daily
Apartment
1,632
47,202
61
Male
80,916
Married
0
Master's
Unemployed
23.777324
Urban
Premium
2
0
597
7
2022-12-05 15:21:39.235012
Good
No
Daily
Apartment
2,131
47,203
38
Male
38,323
Single
4
PhD
Unemployed
44.716265
Suburban
Basic
1
8
636
5
2023-12-10 15:21:39.224915
Poor
Yes
Monthly
Apartment
684
47,204
62
Male
17,086
Married
3
PhD
Employed
12.854349
Urban
Premium
null
10
736
4
2023-12-17 15:21:39.194829
Average
No
Weekly
House
882
47,205
23
Female
58,516
Married
1
Master's
Employed
41.493289
Urban
Comprehensive
null
14
606
6
2020-06-06 15:21:39.130190
Poor
Yes
Rarely
House
208
47,206
25
Female
43,787
Married
2
Bachelor's
Self-Employed
9.845882
Urban
Comprehensive
0
16
434
4
2021-08-06 15:21:39.181605
Poor
No
Daily
House
717
47,207
34
Female
24,552
Divorced
null
PhD
Unemployed
5.824128
Urban
Basic
0
13
485
8
2022-11-05 15:21:39.134960
Good
No
Weekly
Apartment
1,256
47,208
52
Male
9,961
Divorced
4
Master's
Employed
34.764461
Urban
Basic
2
14
625
8
2024-05-14 15:21:39.192212
Good
Yes
Weekly
House
1,244
47,209
53
Female
17,084
Single
1
High School
Employed
11.638672
Rural
Comprehensive
1
3
654
2
2022-12-03 15:21:39.229482
Poor
Yes
Weekly
House
1,171
47,210
46
Female
65,846
Single
4
Bachelor's
Employed
27.232487
Rural
Comprehensive
2
19
716
7
2024-03-05 15:21:39.194829
null
No
Monthly
Apartment
1,438
47,211
46
Female
9,072
Married
4
High School
Employed
49.006763
Urban
Basic
0
7
null
3
2021-04-07 15:21:39.220389
Poor
No
Monthly
Apartment
715
47,212
36
Male
2,023
Divorced
0
Bachelor's
Employed
20.090561
Urban
Basic
1
10
688
2
2020-12-26 15:21:39.279729
Average
Yes
Daily
House
397
47,213
27
Male
1,347
Married
1
PhD
null
27.570737
Suburban
Premium
3
3
542
8
2023-09-29 15:21:39.171102
Average
No
Rarely
Apartment
1,344
47,214
22
Male
27,229
Married
0
Master's
Employed
24.734101
Urban
Comprehensive
null
0
790
9
2023-07-23 15:21:39.091080
Good
Yes
Daily
Apartment
1,592
47,215
21
Male
17,107
Married
0
High School
Unemployed
39.456849
Suburban
Basic
0
15
593
3
2023-10-24 15:21:39.206847
Poor
Yes
Weekly
House
939
47,216
55
Male
29,094
Single
1
PhD
Unemployed
40.037482
Rural
Basic
null
14
519
7
2020-11-04 15:21:39.125660
Poor
Yes
Rarely
Apartment
1,010
47,217
39
Male
7,087
Single
2
PhD
Self-Employed
40.078359
Urban
Basic
0
7
null
5
2019-10-31 15:21:39.134960
Average
Yes
Weekly
House
23
47,218
44
Male
null
Single
2
Master's
null
39.456763
Suburban
Premium
2
17
681
2
2022-07-16 15:21:39.081504
Poor
No
Monthly
Apartment
195
47,219
28
Female
39,091
Divorced
0
Bachelor's
Self-Employed
25.581206
Suburban
Comprehensive
0
11
561
7
2019-11-27 15:21:39.249100
null
No
Rarely
Apartment
1,828
47,220
38
Male
114,254
Single
0
Bachelor's
null
21.485764
Rural
Comprehensive
0
12
null
9
2023-04-24 15:21:39.268507
Good
Yes
Weekly
Apartment
201
47,221
29
Female
13,861
Divorced
4
PhD
Self-Employed
19.957198
Urban
Premium
2
7
769
4
2023-02-10 15:21:39.204790
Poor
No
Rarely
House
1,673
47,222
64
Male
45,904
Single
2
High School
Employed
15.322925
Suburban
Comprehensive
0
16
331
5
2021-08-21 15:21:39.182597
Average
Yes
Daily
House
576
47,223
51
Male
41,087
Divorced
4
Master's
Unemployed
13.822213
Urban
Premium
1
12
699
9
2023-09-11 15:21:39.111551
Average
Yes
Daily
Condo
886
47,224
24
Female
5,818
Divorced
4
Master's
null
33.237032
Rural
Premium
1
11
690
6
2023-12-23 15:21:39.166062
Good
Yes
Monthly
House
3,686
47,225
27
Female
38,298
Divorced
1
High School
Unemployed
16.098395
Rural
Comprehensive
null
16
570
1
2021-02-16 15:21:39.272456
Good
Yes
Daily
Apartment
1,274
47,226
21
Male
2,907
Single
4
High School
null
8.382841
Urban
Premium
null
7
null
3
2024-07-27 15:21:39.226954
null
Yes
Rarely
Condo
1,216
47,227
29
Male
15,284
Married
3
PhD
null
36.642099
Suburban
Premium
null
4
601
2
2024-06-06 15:21:39.155231
Good
No
Weekly
House
170
47,228
61
Female
6,848
Single
4
Bachelor's
null
5.437414
Urban
Basic
1
16
466
1
2022-05-16 15:21:39.121169
null
No
Monthly
Condo
574
47,229
35
Female
27,881
Single
2
PhD
null
null
Rural
Basic
0
17
null
3
2021-07-06 15:21:39.134960
Poor
Yes
Weekly
House
631
47,230
61
Female
32,404
Divorced
0
High School
Unemployed
18.783857
Suburban
Premium
0
11
812
1
2023-07-27 15:21:39.269494
Good
Yes
Daily
Condo
224
47,231
48
Female
4,861
Divorced
2
PhD
Employed
18.566994
Urban
Basic
0
4
391
8
2021-01-19 15:21:39.155231
Poor
Yes
Weekly
House
573
47,232
57
Female
788
Married
3
PhD
null
null
Rural
Premium
3
5
796
3
2023-09-30 15:21:39.092127
Poor
No
Weekly
Apartment
3,327
47,233
43
Female
82,635
Single
2
High School
Unemployed
27.744106
Rural
Comprehensive
3
10
657
7
2019-12-06 15:21:39.278402
Average
Yes
Weekly
Condo
454
47,234
39
Male
34,253
Single
null
PhD
null
26.430969
Rural
Basic
1
10
467
2
2020-09-13 15:21:39.245086
Average
Yes
Weekly
House
694
47,235
30
Male
46,212
Single
0
Master's
null
3.047925
Urban
Comprehensive
2
8
624
5
2023-10-23 15:21:39.177724
Poor
No
Rarely
Condo
2,681
47,236
45
Male
25,602
Married
3
Bachelor's
Employed
11.929962
Rural
Basic
null
7
619
1
2022-02-02 15:21:39.155231
Poor
Yes
Rarely
House
1,266
47,237
47
Female
16,582
Divorced
4
Master's
null
22.619058
Rural
Premium
null
7
704
5
2022-10-17 15:21:39.155231
Poor
Yes
Daily
House
523
47,238
19
Male
3,939
Divorced
4
Bachelor's
Employed
null
Urban
Basic
1
3
572
2
2022-12-03 15:21:39.288099
Average
No
Rarely
House
664
47,239
51
Male
31,264
Divorced
3
High School
Self-Employed
20.858817
Rural
Premium
0
0
569
8
2023-02-09 15:21:39.255696
Good
Yes
Weekly
Condo
1,261
47,240
50
Female
6,819
Divorced
1
High School
Self-Employed
51.335923
Suburban
Premium
null
9
482
8
2022-08-02 15:21:39.111551
Poor
No
Daily
Condo
1,425
47,241
54
Male
26,395
Single
4
Master's
Unemployed
26.844655
Urban
Comprehensive
2
9
647
5
2023-03-20 15:21:39.228521
Poor
No
Daily
Apartment
733
47,242
61
Male
null
Divorced
2
Master's
Unemployed
12.552289
Urban
Comprehensive
2
9
366
1
2024-03-05 15:21:39.094752
null
Yes
Monthly
Apartment
574
47,243
53
Male
25,862
Single
4
High School
null
24.175568
Rural
Comprehensive
0
15
null
4
2024-05-28 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,602
47,244
32
Female
69,430
Divorced
3
PhD
null
null
Suburban
Comprehensive
2
9
607
2
2020-09-18 15:21:39.221386
null
No
Monthly
House
2,058
47,245
41
Female
3,724
Single
4
Bachelor's
Self-Employed
41.397977
Urban
Comprehensive
0
19
454
5
2021-01-23 15:21:39.155231
Poor
Yes
Monthly
Apartment
781
47,246
54
Male
43,856
Divorced
2
High School
Employed
5.94825
Urban
Basic
2
13
649
1
2021-01-20 15:21:39.207847
Poor
Yes
Daily
House
770
47,247
49
Female
20,861
Married
0
PhD
Unemployed
23.890505
Urban
Basic
0
14
439
5
2022-11-07 15:21:39.134960
Average
No
Daily
House
1,251
47,248
52
Female
4,540
Single
0
Master's
Employed
48.416802
Rural
Comprehensive
2
11
721
7
2021-05-18 15:21:39.283783
Poor
Yes
Weekly
Apartment
867
47,249
30
Female
16,096
Divorced
2
PhD
Self-Employed
15.804402
Suburban
Basic
0
5
473
2
2024-04-02 15:21:39.173834
Poor
No
Daily
Condo
768
47,250
49
Male
12,984
Divorced
4
High School
null
null
Suburban
Premium
null
0
null
3
2020-09-01 15:21:39.273973
Average
Yes
Weekly
Condo
585
47,251
48
Male
41,494
Divorced
0
Master's
Unemployed
43.987824
Urban
Premium
3
19
494
9
2022-08-22 15:21:39.199447
Average
Yes
Rarely
Condo
96
47,252
57
Male
22,391
Divorced
0
Bachelor's
Unemployed
14.457502
Rural
Comprehensive
null
16
754
7
2021-09-01 15:21:39.081504
Poor
No
Rarely
House
252
47,253
64
Male
2,569
Single
null
High School
Self-Employed
7.79804
Rural
Basic
1
13
805
3
2021-06-21 15:21:39.134960
Average
Yes
Rarely
Apartment
414
47,254
32
Female
88,824
Single
null
Master's
null
28.824996
Rural
Basic
null
9
758
5
2019-11-27 15:21:39.237118
null
Yes
Monthly
Condo
242
47,255
36
Female
3,799
Divorced
3
Bachelor's
null
27.78338
Urban
Basic
null
19
388
3
2024-05-19 15:21:39.252145
Average
No
Rarely
Condo
2,837
47,256
26
Male
141,161
Married
0
Bachelor's
Unemployed
10.557214
Rural
Basic
1
7
597
6
2022-09-04 15:21:39.183598
Average
Yes
Weekly
Condo
382
47,257
49
Female
5,569
Single
4
Master's
Unemployed
21.826362
Rural
Premium
0
9
803
6
2019-09-08 15:21:39.096739
Good
No
Daily
House
562
47,258
47
Male
125,049
Married
3
Bachelor's
Employed
20.090716
Urban
Comprehensive
0
12
571
9
2022-09-25 15:21:39.220389
Good
Yes
Monthly
House
119
47,259
22
Male
27,983
Married
4
Bachelor's
null
22.686418
Suburban
Comprehensive
1
4
681
4
2021-12-26 15:21:39.192212
Average
No
Daily
Condo
26
47,260
37
Male
123,896
Single
1
PhD
Self-Employed
15.397426
Urban
Premium
2
8
597
2
2023-07-07 15:21:39.281787
Average
No
Rarely
House
3,071
47,261
46
Male
24,963
Single
0
Master's
Unemployed
26.012465
Urban
Premium
null
2
null
7
2021-12-11 15:21:39.092127
Average
No
Rarely
Apartment
2,373
47,262
25
Male
23,894
Married
0
High School
Self-Employed
21.58145
Urban
Comprehensive
1
10
null
4
2020-11-17 15:21:39.155231
Average
No
Rarely
Condo
657
47,263
28
Male
13,680
Divorced
2
Bachelor's
Unemployed
28.753538
Urban
Comprehensive
null
13
null
8
2024-02-08 15:21:39.117183
Good
Yes
Weekly
Apartment
193
47,264
39
Male
37,185
Divorced
4
Bachelor's
Employed
23.68664
Suburban
Basic
2
6
703
8
2021-10-02 15:21:39.122134
Poor
No
Weekly
Condo
1,239
47,265
63
Female
87,972
Divorced
3
Master's
Self-Employed
50.991592
Urban
Basic
0
8
337
5
2022-03-15 15:21:39.143708
Poor
No
Daily
Condo
37
47,266
43
Female
27,863
Divorced
2
Bachelor's
Self-Employed
6.633582
Rural
Comprehensive
0
18
666
4
2021-06-23 15:21:39.194829
Good
Yes
Daily
House
1,254
47,267
31
Female
91,604
Single
null
Master's
Employed
null
Rural
Comprehensive
2
1
727
9
2024-07-24 15:21:39.092127
Good
No
Monthly
Condo
1,215
47,268
54
Male
135,790
Single
0
Bachelor's
null
38.314466
Urban
Premium
null
17
405
9
2020-09-14 15:21:39.086123
Average
No
Rarely
Condo
1,049
47,269
44
Female
5,988
Single
4
Master's
Unemployed
35.38696
Suburban
Basic
null
11
null
1
2023-03-12 15:21:39.155231
Good
Yes
Monthly
Apartment
705
47,270
63
Female
15,198
Married
2
PhD
null
null
Rural
Comprehensive
0
17
653
1
2021-03-24 15:21:39.126661
Poor
Yes
Rarely
House
593
47,271
35
Male
3,276
Divorced
1
High School
null
null
Urban
Basic
0
19
551
8
2023-03-13 15:21:39.287115
Poor
Yes
Rarely
Condo
643
47,272
36
Female
638
Married
2
PhD
Employed
null
Suburban
Premium
0
13
578
1
2020-11-15 15:21:39.209847
Average
Yes
Weekly
House
582
47,273
39
Male
7,094
Married
0
Bachelor's
Unemployed
33.256075
Urban
Comprehensive
3
12
535
7
2022-03-19 15:21:39.237066
null
No
Weekly
House
1,883
47,274
50
Female
15,984
Single
4
Master's
Self-Employed
null
Rural
Premium
2
14
null
2
2021-09-25 15:21:39.281787
null
Yes
Rarely
Condo
1,086
47,275
64
Female
29,176
Married
2
PhD
Unemployed
5.281428
Suburban
Basic
0
13
788
6
2024-04-23 15:21:39.226954
Poor
No
Monthly
House
1,160
47,276
54
Male
30,500
Married
2
High School
null
39.938248
Rural
Basic
null
13
null
2
2023-10-23 15:21:39.226954
Average
Yes
Daily
House
1,229
47,277
26
Male
39,712
Married
4
PhD
Employed
20.838253
Rural
Premium
1
1
513
3
2023-04-11 15:21:39.251142
Poor
Yes
Weekly
House
1,807
47,278
54
Male
5,942
Divorced
null
High School
Unemployed
36.756412
Urban
Premium
0
2
376
4
2023-05-26 15:21:39.166062
Good
Yes
Monthly
Condo
1,037
47,279
18
Female
null
Single
0
High School
Employed
31.353101
Suburban
Premium
null
7
363
8
2020-03-07 15:21:39.133866
Poor
Yes
Monthly
Condo
746
47,280
18
Female
26,139
Married
null
Master's
Unemployed
38.71665
Suburban
Comprehensive
2
17
746
5
2020-09-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
941
47,281
45
Male
15,945
Single
3
Bachelor's
Unemployed
19.779536
Suburban
Basic
0
4
703
6
2020-03-14 15:21:39.182597
Good
Yes
Rarely
Apartment
1,253
47,282
59
Male
13,036
Single
3
PhD
null
15.967805
Urban
Premium
null
3
710
9
2020-02-07 15:21:39.198406
Poor
No
Weekly
Condo
3,125
47,283
63
Female
13,301
Divorced
1
PhD
Unemployed
8.170788
Suburban
Premium
null
19
464
1
2024-04-01 15:21:39.118178
Poor
Yes
Monthly
Condo
402
47,284
52
Male
3,325
Single
3
Master's
Self-Employed
48.647066
Urban
Comprehensive
null
18
467
1
2021-06-13 15:21:39.255696
Poor
No
Weekly
House
2,326
47,285
35
Female
113,558
Single
3
Master's
Self-Employed
34.452081
Rural
Premium
null
4
null
9
2022-10-09 15:21:39.191219
Poor
No
Weekly
House
216
47,286
34
Male
6,092
Single
0
High School
Employed
21.574613
Suburban
Premium
1
15
468
9
2020-07-24 15:21:39.237118
Poor
Yes
Monthly
Condo
873
47,287
27
Female
6,172
Married
3
Bachelor's
Self-Employed
17.242635
Suburban
Premium
null
4
null
2
2022-10-13 15:21:39.230483
Good
No
Rarely
House
764
47,288
36
Female
10,902
Divorced
1
PhD
Employed
22.082663
Suburban
Basic
null
17
542
1
2022-08-11 15:21:39.105504
Poor
Yes
Daily
House
4,199
47,289
54
Male
37,882
Married
1
Bachelor's
Self-Employed
25.579893
Suburban
Basic
null
14
420
9
2021-09-15 15:21:39.182597
Poor
Yes
Rarely
House
728
47,290
59
Male
20,797
Divorced
4
Bachelor's
Employed
37.734658
Urban
Basic
3
10
567
4
2021-02-10 15:21:39.184157
Average
No
Rarely
House
1,485
47,291
null
Male
31,341
Single
2
Bachelor's
Employed
13.926006
Suburban
Premium
null
2
795
2
2020-11-30 15:21:39.134960
Poor
No
Daily
Condo
452
47,292
45
Female
30,779
Married
1
Master's
Employed
23.339734
Suburban
Basic
1
0
null
5
2020-04-28 15:21:39.086123
Average
Yes
Weekly
Condo
1,264
47,293
19
Female
43,906
Divorced
0
PhD
Self-Employed
23.237322
Suburban
Basic
null
16
null
6
2023-12-18 15:21:39.175719
Average
Yes
Rarely
Condo
2,737
47,294
47
Male
2,723
Divorced
1
High School
null
25.929441
Urban
Comprehensive
null
16
702
7
2024-02-11 15:21:39.289099
Good
No
Daily
Apartment
150
47,295
50
Female
7,746
Single
4
Master's
Self-Employed
25.283469
Urban
Basic
1
14
591
5
2020-05-02 15:21:39.236064
Poor
Yes
Monthly
Condo
442
47,296
32
Male
29,091
Divorced
3
Bachelor's
Unemployed
null
Rural
Comprehensive
null
7
595
5
2023-05-17 15:21:39.180553
Average
Yes
Daily
Condo
683
47,297
21
Male
45,412
Single
3
High School
Unemployed
9.827491
Urban
Basic
1
4
651
1
2020-10-28 15:21:39.244069
Poor
No
Rarely
Apartment
1,389
47,298
50
Female
46,824
Divorced
2
High School
Self-Employed
14.965844
Suburban
Basic
1
11
331
5
2021-02-05 15:21:39.165120
Poor
Yes
Daily
Apartment
1,031
47,299
56
Female
39,721
Married
0
PhD
null
24.766371
Rural
Premium
null
18
531
5
2020-09-05 15:21:39.148733
Poor
Yes
Weekly
Condo
618