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
28,300
48
Female
7,076
Single
0
PhD
Self-Employed
16.946603
Suburban
Premium
null
16
516
2
2021-09-09 15:21:39.207847
Poor
No
Weekly
Apartment
1,746
28,301
50
Female
2,892
Single
0
High School
null
null
Urban
Comprehensive
1
7
490
3
2020-08-01 15:21:39.095696
Poor
No
Weekly
Apartment
30
28,302
24
Female
43,901
Single
4
Master's
Employed
33.639023
Rural
Premium
2
11
739
3
2022-10-01 15:21:39.172097
Poor
Yes
Weekly
House
681
28,303
48
Male
25,672
Married
null
Bachelor's
Employed
30.782961
Rural
Comprehensive
0
5
483
9
2022-09-01 15:21:39.259788
Poor
Yes
Rarely
Condo
519
28,304
61
Female
2,864
Single
0
Master's
Employed
null
Rural
Premium
null
5
628
1
2021-06-01 15:21:39.229482
Average
No
Monthly
House
2,140
28,305
31
Male
6,935
Single
0
High School
Employed
37.755558
Urban
Comprehensive
null
19
607
8
2022-08-07 15:21:39.172097
Good
No
Daily
House
536
28,306
19
Female
2,547
Married
1
Bachelor's
Employed
29.673271
Rural
Premium
2
17
711
1
2021-01-22 15:21:39.155231
Good
Yes
Daily
House
466
28,307
55
Male
16,053
Married
1
Master's
Unemployed
12.089683
Rural
Premium
0
1
805
6
2023-11-24 15:21:39.171102
Poor
No
Monthly
Apartment
557
28,308
36
Male
5,033
Divorced
4
PhD
Unemployed
null
Rural
Premium
0
5
null
8
2020-07-20 15:21:39.152732
Good
No
Weekly
House
1,364
28,309
18
Female
18,062
Single
null
Bachelor's
Self-Employed
10.958153
Rural
Basic
0
8
578
1
2021-09-14 15:21:39.155231
Poor
No
Daily
Condo
705
28,310
60
Female
48,266
Married
1
High School
Self-Employed
null
Rural
Comprehensive
2
16
479
6
2023-06-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,554
28,311
38
Female
8,981
Married
0
High School
Self-Employed
21.346813
Suburban
Premium
null
7
586
1
2023-11-06 15:21:39.224915
Average
No
Rarely
Condo
893
28,312
19
Male
173
Single
4
Master's
Unemployed
20.828171
Suburban
Premium
1
13
null
5
2021-01-12 15:21:39.092127
Good
No
Daily
Apartment
27
28,313
59
Female
26,164
Single
0
Bachelor's
Self-Employed
32.724595
Rural
Premium
1
14
null
4
2023-11-06 15:21:39.155231
Average
No
Daily
Condo
1,062
28,314
18
Male
58,543
Married
4
Master's
Employed
25.773398
Rural
Comprehensive
1
1
434
6
2020-07-03 15:21:39.111551
Average
No
Daily
Condo
616
28,315
57
Female
35,754
Married
4
Bachelor's
null
34.824019
Suburban
Comprehensive
null
8
677
9
2022-04-01 15:21:39.104139
Average
Yes
Daily
House
595
28,316
52
Female
39,793
Married
0
Master's
Self-Employed
5.356498
Suburban
Premium
1
14
551
6
2020-08-30 15:21:39.147735
Poor
No
Weekly
House
547
28,317
35
Female
112,379
Married
4
Master's
Employed
32.252823
Urban
Premium
0
13
300
6
2023-05-05 15:21:39.246098
Poor
Yes
Daily
House
556
28,318
51
Female
78,801
Married
4
PhD
Employed
23.716072
Urban
Basic
2
9
614
4
2020-10-29 15:21:39.095696
Average
No
Daily
House
25
28,319
36
Female
81,889
Single
2
High School
null
17.527781
Suburban
Comprehensive
2
4
766
3
2023-03-04 15:21:39.134960
Good
Yes
Rarely
Condo
2,212
28,320
21
Female
149,563
Married
0
Bachelor's
Self-Employed
10.58363
Suburban
Comprehensive
0
12
459
1
2022-05-21 15:21:39.237118
Good
Yes
Rarely
House
803
28,321
61
Male
75,762
Divorced
3
PhD
Self-Employed
37.548511
Rural
Comprehensive
null
5
395
2
2024-02-17 15:21:39.272456
Poor
Yes
Rarely
House
1,705
28,322
37
Male
15,892
Married
null
PhD
null
34.132778
Suburban
Comprehensive
2
0
331
7
2023-03-28 15:21:39.155231
Poor
No
Rarely
Condo
2,174
28,323
33
Female
18,113
Single
3
PhD
Unemployed
28.067129
Urban
Basic
1
4
727
4
2020-06-27 15:21:39.129190
Poor
Yes
Rarely
House
2,088
28,324
48
Male
null
null
1
High School
null
39.781462
Suburban
Comprehensive
1
16
301
9
2022-11-10 15:21:39.087123
Poor
Yes
Weekly
Apartment
776
28,325
60
Female
3,065
Single
2
High School
Unemployed
12.938275
Suburban
Premium
2
3
831
6
2020-06-04 15:21:39.155231
Poor
No
Daily
Condo
1,135
28,326
31
Female
82,528
Divorced
2
PhD
Employed
null
Rural
Comprehensive
0
15
null
8
2020-05-03 15:21:39.090124
Good
No
Monthly
Apartment
2,159
28,327
37
Female
1,642
Single
3
PhD
Employed
45.945441
Rural
Basic
null
10
null
5
2022-11-27 15:21:39.155231
Poor
Yes
Monthly
Condo
3,378
28,328
28
Female
24,984
Married
0
High School
null
5.342265
Suburban
Premium
2
12
798
6
2022-07-19 15:21:39.084065
Average
Yes
Weekly
House
1,766
28,329
58
Female
5,836
Divorced
1
Bachelor's
Self-Employed
24.813893
Rural
Comprehensive
0
12
835
7
2020-01-26 15:21:39.272456
Good
No
Daily
House
101
28,330
53
Female
61,664
Divorced
3
PhD
Employed
10.959085
Urban
Premium
2
13
803
4
2019-09-19 15:21:39.121169
Poor
Yes
Monthly
House
29
28,331
27
Female
16,285
Divorced
1
High School
Self-Employed
25.074641
Suburban
Premium
1
0
713
2
2023-10-08 15:21:39.256696
Average
No
Daily
Apartment
779
28,332
36
Female
5,737
Married
0
High School
Employed
35.527193
Rural
Basic
1
8
495
7
2022-06-27 15:21:39.223901
Poor
Yes
Monthly
Apartment
605
28,333
21
Male
80,748
Married
1
Master's
Unemployed
30.595747
Urban
Basic
1
17
405
3
2023-11-30 15:21:39.122134
Good
No
Weekly
House
1,847
28,334
44
Male
13,791
Single
3
Bachelor's
Unemployed
28.651808
Suburban
Comprehensive
0
17
614
1
2022-04-13 15:21:39.155231
Poor
No
Monthly
Condo
798
28,335
58
Female
81,112
Married
1
PhD
Employed
14.410567
Urban
Basic
1
7
440
3
2020-09-14 15:21:39.081504
Average
No
Daily
Apartment
998
28,336
39
Male
14,967
Divorced
3
High School
Self-Employed
37.441443
Urban
Basic
1
10
null
7
2020-11-29 15:21:39.148733
Good
No
Weekly
House
2,224
28,337
64
Female
44,305
Single
3
Master's
Unemployed
27.75921
Urban
Premium
0
8
636
4
2020-12-08 15:21:39.184157
Poor
Yes
Monthly
Apartment
1,849
28,338
21
Male
45,974
Divorced
2
Master's
null
24.230114
Suburban
Premium
0
1
615
1
2023-12-26 15:21:39.155231
Poor
No
Rarely
Condo
2,145
28,339
25
Female
18,087
Divorced
1
High School
Self-Employed
9.879203
Urban
Premium
null
9
476
8
2020-05-20 15:21:39.134960
Good
Yes
Weekly
Apartment
1,325
28,340
52
Male
4,043
Married
4
PhD
Self-Employed
44.098233
Rural
Premium
0
2
null
3
2020-09-06 15:21:39.155231
Poor
No
Rarely
House
250
28,341
19
Male
4,144
Divorced
1
Master's
Employed
19.086127
Rural
Premium
1
14
439
7
2022-01-28 15:21:39.166062
Average
No
Daily
House
1,420
28,342
57
Female
38,613
Single
3
High School
null
19.826187
Suburban
Comprehensive
0
5
544
3
2022-09-01 15:21:39.173834
Poor
No
Weekly
Condo
985
28,343
47
Female
565
Single
2
High School
Employed
26.837687
Suburban
Premium
null
13
447
6
2024-04-09 15:21:39.237118
Average
No
Monthly
House
623
28,344
42
Male
null
Single
0
Master's
Unemployed
19.093716
Rural
Basic
0
12
361
2
2021-05-21 15:21:39.236064
Good
Yes
Rarely
Condo
858
28,345
32
Female
23,153
Single
2
High School
Self-Employed
22.818337
Suburban
Premium
0
9
478
9
2024-01-27 15:21:39.185215
Poor
No
Rarely
House
158
28,346
28
Female
27,419
Married
1
Master's
Self-Employed
45.569195
Rural
Comprehensive
1
9
320
5
2020-05-09 15:21:39.109552
Good
No
Daily
Condo
1,037
28,347
44
Female
8,775
Single
0
Bachelor's
Employed
22.882842
Urban
Comprehensive
2
5
718
7
2019-12-31 15:21:39.134960
Poor
No
Weekly
Apartment
87
28,348
53
Female
15,891
Single
null
Bachelor's
Self-Employed
7.663769
Rural
Comprehensive
null
19
376
9
2021-08-22 15:21:39.132191
Average
No
Daily
Apartment
1,377
28,349
35
Male
16,245
Divorced
4
Bachelor's
Self-Employed
22.796896
Suburban
Basic
null
2
696
4
2019-10-02 15:21:39.134960
Poor
No
Daily
Apartment
1,071
28,350
20
Male
40,203
Married
4
PhD
Employed
9.084433
Suburban
Comprehensive
1
19
431
4
2019-10-06 15:21:39.134960
Good
No
Daily
House
25
28,351
53
Male
88,051
Married
0
Master's
null
41.992995
Rural
Comprehensive
null
17
353
1
2022-03-18 15:21:39.152732
Average
Yes
Monthly
Apartment
1,519
28,352
63
Male
null
Divorced
0
PhD
Self-Employed
50.125937
Suburban
Basic
2
8
667
1
2021-10-13 15:21:39.134960
Average
Yes
Weekly
Condo
2,726
28,353
44
Female
16,274
Married
0
High School
null
47.989399
Rural
Premium
0
19
null
1
2022-06-01 15:21:39.257696
Good
Yes
Rarely
Apartment
2,570
28,354
61
Female
29,161
Single
1
High School
Employed
25.090325
Suburban
Comprehensive
1
8
664
7
2020-10-13 15:21:39.098696
Poor
No
Monthly
House
503
28,355
24
Female
39,722
Married
4
PhD
Unemployed
16.769134
Urban
Comprehensive
null
13
734
3
2022-03-05 15:21:39.134960
Poor
No
Weekly
Apartment
1,225
28,356
61
Female
62,478
null
2
High School
Self-Employed
23.485926
Urban
Premium
2
8
539
5
2024-05-08 15:21:39.152732
Average
No
Monthly
Condo
527
28,357
31
Female
37,496
Married
0
High School
null
48.585766
Rural
Comprehensive
1
11
433
1
2023-07-23 15:21:39.194829
Good
Yes
Weekly
Apartment
1,314
28,358
36
Female
26,667
Single
1
High School
Employed
21.636578
Urban
Comprehensive
2
1
817
9
2020-06-25 15:21:39.081504
Average
No
Weekly
House
710
28,359
56
Female
764
Single
null
Master's
Unemployed
3.938857
Suburban
Comprehensive
1
4
321
7
2019-11-13 15:21:39.134960
Poor
Yes
Rarely
Apartment
197
28,360
55
Female
28,574
Married
1
PhD
Self-Employed
6.346748
Suburban
Basic
2
0
584
6
2021-10-15 15:21:39.248098
Poor
No
Rarely
Apartment
611
28,361
31
Female
12,984
Divorced
0
PhD
Self-Employed
36.671428
Rural
Comprehensive
null
9
null
5
2019-09-21 15:21:39.188220
Poor
No
Daily
Apartment
940
28,362
24
Male
37,446
Divorced
3
Master's
Employed
10.0864
Suburban
Premium
null
0
332
1
2022-07-12 15:21:39.105504
Average
No
Rarely
Condo
1,089
28,363
37
Male
22,608
Single
1
Master's
Unemployed
21.036322
Suburban
Basic
null
6
814
5
2021-07-28 15:21:39.278402
Average
No
Rarely
Condo
164
28,364
41
Female
null
Single
3
High School
Unemployed
25.717898
Urban
Comprehensive
1
2
712
3
2021-08-31 15:21:39.209847
Good
No
Weekly
Apartment
157
28,365
46
Male
62,360
Divorced
1
Master's
Employed
27.818696
Rural
Basic
0
17
456
9
2019-09-25 15:21:39.280784
Poor
No
Daily
Condo
743
28,366
44
Male
3,775
Single
1
Master's
Employed
26.900064
Urban
Comprehensive
3
8
307
3
2022-07-22 15:21:39.225916
Good
No
Rarely
House
3,149
28,367
57
Female
9,381
Divorced
4
Bachelor's
Unemployed
44.779939
Rural
Premium
2
16
687
3
2022-10-05 15:21:39.180553
Average
No
Daily
Condo
144
28,368
62
Male
2,476
Married
1
PhD
Self-Employed
29.70162
Urban
Basic
2
4
565
2
2023-04-16 15:21:39.228521
Average
Yes
Rarely
House
540
28,369
19
Male
20,429
Married
1
Master's
null
13.595729
Urban
Basic
null
11
663
2
2022-04-28 15:21:39.226954
Poor
Yes
Weekly
Condo
1,154
28,370
35
Male
89,914
Single
0
PhD
Self-Employed
24.849262
Rural
Comprehensive
null
6
306
1
2020-07-08 15:21:39.259788
Average
No
Daily
Condo
589
28,371
61
Male
35,113
Married
null
High School
Unemployed
45.622632
Rural
Comprehensive
null
18
569
3
2021-01-20 15:21:39.155231
Good
No
Monthly
Apartment
835
28,372
45
Female
23,983
Single
2
PhD
null
20.744478
Urban
Comprehensive
2
1
744
3
2020-08-26 15:21:39.174719
Average
Yes
Rarely
Apartment
776
28,373
29
Female
42,529
Divorced
1
Master's
null
21.428853
Rural
Comprehensive
1
19
627
2
2023-12-16 15:21:39.237118
Average
No
Monthly
House
283
28,374
53
Female
16,072
Single
2
Master's
Unemployed
37.895381
Urban
Comprehensive
null
3
474
8
2023-05-06 15:21:39.132191
Average
No
Rarely
Apartment
2,159
28,375
39
Female
29,054
Married
0
High School
Self-Employed
25.811668
Rural
Premium
null
16
null
4
2020-02-29 15:21:39.180553
Average
Yes
Monthly
House
515
28,376
50
Male
6,440
Divorced
2
Master's
Employed
25.63301
Rural
Premium
0
11
687
9
2021-02-06 15:21:39.144722
Average
No
Daily
Apartment
583
28,377
29
Male
15,961
Married
2
Master's
null
24.967438
Rural
Basic
0
2
581
1
2022-04-15 15:21:39.134960
Poor
Yes
Daily
House
1,069
28,378
25
Female
61,762
Single
3
Master's
Employed
35.846015
Rural
Comprehensive
0
10
407
1
2023-10-04 15:21:39.237118
Poor
Yes
Weekly
House
101
28,379
28
Female
5,546
Divorced
4
PhD
Employed
40.09414
Suburban
Premium
1
5
548
6
2023-08-25 15:21:39.261856
Average
Yes
Weekly
House
1,087
28,380
57
Male
35,017
Single
1
Master's
null
45.056289
Suburban
Basic
1
5
778
4
2020-11-14 15:21:39.134960
Poor
No
Daily
Apartment
990
28,381
34
Female
85,721
Divorced
4
High School
null
40.824115
Urban
Premium
0
0
470
3
2020-09-17 15:21:39.282785
Good
No
Weekly
House
30
28,382
38
Female
44,161
Married
0
High School
Employed
20.704089
Suburban
Basic
0
7
545
2
2022-03-30 15:21:39.250151
Average
No
Daily
Condo
33
28,383
35
Male
43,830
Divorced
4
Bachelor's
Self-Employed
24.564343
Rural
Comprehensive
2
6
731
6
2022-11-17 15:21:39.177724
Average
Yes
Rarely
Condo
742
28,384
36
Male
755
Married
4
PhD
Employed
20.004921
Urban
Premium
2
14
638
3
2023-06-30 15:21:39.213373
Poor
No
Daily
Condo
1,209
28,385
43
Female
null
Married
0
PhD
null
21.188034
Urban
Comprehensive
null
13
303
9
2022-01-05 15:21:39.237118
Average
Yes
Weekly
Apartment
686
28,386
53
Female
39,069
Married
0
Bachelor's
Self-Employed
13.099287
Urban
Premium
2
12
585
3
2021-09-22 15:21:39.237118
Poor
No
Weekly
Condo
1,238
28,387
25
Female
5,522
Married
1
PhD
Self-Employed
20.547493
Urban
Comprehensive
1
13
null
9
2022-03-06 15:21:39.155231
Poor
Yes
Daily
House
733
28,388
46
Male
1,017
Married
4
Bachelor's
Unemployed
46.567231
Rural
Premium
null
12
null
8
2024-06-08 15:21:39.188220
Average
Yes
Daily
Apartment
117
28,389
47
Female
26,593
Divorced
null
High School
Employed
24.82846
Rural
Premium
2
10
487
7
2021-08-12 15:21:39.134960
Average
No
Daily
House
805
28,390
26
Female
32,583
Single
3
Bachelor's
Self-Employed
52.868993
Rural
Comprehensive
2
13
619
1
2023-08-25 15:21:39.134960
Poor
Yes
Weekly
Condo
1,912
28,391
42
Male
37,203
Single
null
High School
Unemployed
33.051992
Rural
Basic
null
9
615
8
2021-06-29 15:21:39.172097
Poor
No
Monthly
Condo
552
28,392
55
Male
939
Divorced
1
PhD
null
20.81461
Suburban
Comprehensive
2
18
572
6
2019-10-13 15:21:39.274993
Average
Yes
Monthly
House
1,181
28,393
23
Female
104,597
Single
4
PhD
Employed
6.774976
Urban
Premium
null
9
445
4
2022-03-03 15:21:39.237118
Poor
No
Daily
Condo
3,039
28,394
54
Male
25,636
Married
1
PhD
null
23.123393
Suburban
Comprehensive
null
7
769
2
2022-12-25 15:21:39.122134
Good
Yes
Weekly
Apartment
2,733
28,395
35
Male
12,727
Single
3
Master's
null
44.072879
Rural
Comprehensive
null
9
785
7
2024-06-08 15:21:39.134960
Good
Yes
Weekly
Condo
493
28,396
57
Female
40,925
Divorced
0
Master's
Employed
27.397581
Suburban
Premium
1
13
327
4
2021-09-09 15:21:39.289099
Poor
No
Daily
Condo
655
28,397
36
Male
5,538
Single
null
Master's
null
39.896634
Urban
Basic
1
6
666
1
2023-03-03 15:21:39.282785
Average
No
Rarely
Apartment
906
28,398
23
Male
15,284
Divorced
null
High School
null
21.281699
Rural
Premium
null
7
691
7
2023-11-01 15:21:39.125660
null
No
Daily
Condo
1,242
28,399
31
Female
7,901
Divorced
4
High School
Employed
21.377631
Urban
Comprehensive
1
18
734
1
2023-01-02 15:21:39.237118
Average
Yes
Rarely
House
573