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
28,200
48
Male
3,679
Married
3
PhD
Self-Employed
12.774421
Suburban
Basic
null
1
498
8
2019-11-28 15:21:39.166062
Poor
Yes
Monthly
Apartment
713
28,201
43
Female
8,419
Divorced
1
High School
null
32.813556
Urban
Basic
2
9
845
4
2020-01-29 15:21:39.149731
Good
No
Weekly
Apartment
380
28,202
28
Male
44,943
Single
4
Bachelor's
null
18.826609
Rural
Basic
0
3
567
4
2023-03-07 15:21:39.173834
Poor
Yes
Daily
Condo
393
28,203
60
Male
43,967
Divorced
2
Master's
null
33.086009
Suburban
Basic
0
4
619
7
2022-07-15 15:21:39.201446
Average
Yes
Monthly
Apartment
441
28,204
49
Male
20,223
Divorced
null
Bachelor's
Employed
29.633228
Suburban
Basic
1
4
685
2
2021-11-10 15:21:39.109552
Poor
No
Weekly
Apartment
442
28,205
38
Female
101
Single
2
Bachelor's
Employed
16.484569
Urban
Premium
null
13
null
4
2023-07-30 15:21:39.218388
null
No
Rarely
Apartment
1,324
28,206
29
Male
10,045
Married
null
High School
Employed
8.581632
Urban
Comprehensive
null
0
487
4
2021-05-28 15:21:39.273454
null
Yes
Monthly
Condo
544
28,207
56
Male
21,482
Married
2
Bachelor's
null
25.156696
Rural
Premium
null
13
634
8
2021-08-23 15:21:39.226954
Average
No
Daily
House
833
28,208
60
Male
35,498
Married
1
High School
null
6.466949
Urban
Premium
0
11
574
8
2022-03-04 15:21:39.147735
Good
Yes
Weekly
Apartment
868
28,209
33
Female
35,133
Single
1
Bachelor's
Unemployed
26.891326
Urban
Basic
0
2
596
4
2023-06-02 15:21:39.230483
Good
Yes
Rarely
Apartment
922
28,210
38
Female
11,296
Married
3
Bachelor's
null
31.093367
Rural
Comprehensive
2
3
492
6
2021-10-23 15:21:39.237118
Poor
Yes
Monthly
Condo
1,090
28,211
26
Female
61,735
Single
null
PhD
Unemployed
40.783172
Suburban
Premium
null
3
339
7
2022-12-30 15:21:39.219432
Average
Yes
Weekly
Condo
2,791
28,212
46
Female
25,563
Divorced
3
Bachelor's
Employed
10.896203
Suburban
Comprehensive
1
15
null
7
2019-12-04 15:21:39.166062
Poor
No
Monthly
Condo
2,128
28,213
37
Female
50,012
Divorced
3
High School
Self-Employed
33.879491
Urban
Premium
1
11
582
6
2021-08-07 15:21:39.167099
Poor
Yes
Weekly
Condo
326
28,214
46
Male
1,457
Divorced
3
Master's
Employed
40.595079
Urban
Comprehensive
1
7
474
5
2024-04-09 15:21:39.098696
Average
No
Monthly
House
28
28,215
22
Male
10,163
Married
1
High School
null
24.26586
Rural
Premium
null
16
835
2
2020-02-28 15:21:39.208842
Poor
No
Rarely
House
619
28,216
51
Female
20,953
Divorced
4
PhD
Unemployed
37.773291
Rural
Comprehensive
1
3
369
3
2023-01-08 15:21:39.172097
Average
Yes
Monthly
House
852
28,217
25
Female
17,227
Married
0
PhD
Unemployed
26.390738
Rural
Premium
2
6
797
6
2020-09-07 15:21:39.263607
Good
Yes
Weekly
House
1,521
28,218
21
Female
34,642
Single
0
PhD
null
11.802377
Urban
Comprehensive
null
19
407
1
2023-12-13 15:21:39.208842
Good
Yes
Weekly
Apartment
644
28,219
25
Female
15,982
Divorced
3
High School
null
25.691948
Suburban
Premium
1
18
551
1
2021-01-14 15:21:39.186212
Good
Yes
Rarely
Condo
687
28,220
54
Male
5,909
Single
3
Master's
Unemployed
16.077493
Urban
Premium
0
1
632
1
2020-05-27 15:21:39.272456
Good
No
Rarely
Apartment
2,244
28,221
46
Male
17,074
Single
3
High School
Self-Employed
14.542307
Rural
Basic
1
14
531
3
2022-04-27 15:21:39.176717
Poor
Yes
Monthly
Condo
647
28,222
32
Male
1,159
Single
0
Master's
null
16.901925
Urban
Basic
null
5
828
4
2020-06-17 15:21:39.149731
Average
No
Weekly
Apartment
340
28,223
55
Male
33,647
Divorced
0
Master's
null
28.067425
Rural
Comprehensive
1
4
673
4
2023-12-11 15:21:39.236064
Good
Yes
Monthly
House
522
28,224
51
Female
56,911
Single
3
High School
Self-Employed
41.388538
Urban
Premium
0
11
556
2
2020-01-07 15:21:39.257696
Average
Yes
Weekly
House
75
28,225
19
Male
66,093
Married
2
PhD
Unemployed
24.907649
Urban
Basic
1
6
716
5
2020-03-16 15:21:39.272456
Average
Yes
Rarely
House
406
28,226
31
Female
39,095
Married
2
Bachelor's
Employed
25.552426
Rural
Comprehensive
2
17
819
7
2022-01-08 15:21:39.237118
Good
Yes
Weekly
Apartment
912
28,227
62
Male
44,764
Married
4
Master's
Self-Employed
22.876643
Suburban
Basic
0
14
793
8
2020-05-05 15:21:39.245086
Average
No
Rarely
House
945
28,228
37
Female
9,537
Single
4
Master's
null
43.262164
Suburban
Premium
0
19
407
8
2023-10-29 15:21:39.175719
Average
No
Monthly
Condo
1,301
28,229
58
Female
3,431
Single
0
High School
Unemployed
null
Suburban
Comprehensive
0
12
723
6
2024-03-11 15:21:39.149731
Good
Yes
Daily
House
437
28,230
33
Female
10,071
Married
0
PhD
null
13.488832
Urban
Basic
null
1
778
2
2021-01-11 15:21:39.237118
Poor
No
Monthly
House
829
28,231
26
Female
126,587
Divorced
3
PhD
null
36.6764
Urban
Premium
0
17
414
5
2022-02-06 15:21:39.211806
Good
Yes
Weekly
Apartment
799
28,232
32
Female
26,113
Single
1
Master's
Self-Employed
13.760937
Urban
Basic
2
19
831
2
2021-06-23 15:21:39.280784
Good
No
Monthly
Condo
1,224
28,233
42
Male
1,270
Married
3
PhD
null
17.976127
Suburban
Comprehensive
null
8
455
3
2023-09-07 15:21:39.237118
Average
No
Monthly
House
947
28,234
31
Female
134,803
Married
2
Bachelor's
Unemployed
37.857387
Suburban
Comprehensive
2
15
375
4
2020-08-10 15:21:39.155231
null
No
Weekly
House
472
28,235
30
Female
51,812
Single
3
Master's
Employed
null
Urban
Basic
null
3
460
8
2021-10-01 15:21:39.079128
Average
Yes
Daily
House
1,168
28,236
29
Female
43,463
Married
4
Master's
null
10.818274
Rural
Comprehensive
1
16
null
8
2023-10-10 15:21:39.270454
Good
No
Daily
House
1,085
28,237
43
Male
15,883
Married
3
Master's
Self-Employed
29.077552
Rural
Premium
1
6
517
8
2020-05-27 15:21:39.272456
Poor
Yes
Daily
Apartment
814
28,238
36
Female
17,863
Divorced
3
PhD
Self-Employed
13.697523
Rural
Basic
null
15
574
9
2022-07-13 15:21:39.155231
Average
No
Rarely
Condo
708
28,239
54
Male
null
Single
3
High School
Self-Employed
20.049014
Suburban
Basic
0
19
475
5
2019-12-11 15:21:39.237118
Poor
No
Daily
Condo
2,782
28,240
53
Female
5,586
Married
2
PhD
null
22.979504
Suburban
Comprehensive
1
12
766
7
2021-02-02 15:21:39.115178
Poor
No
Monthly
Apartment
293
28,241
45
Female
23,210
Divorced
2
High School
Unemployed
39.084035
Suburban
Basic
null
16
566
9
2021-12-01 15:21:39.267454
Good
No
Rarely
Condo
717
28,242
62
Male
6,839
Single
0
High School
null
26.818287
Urban
Comprehensive
null
16
629
3
2020-05-01 15:21:39.134960
Poor
Yes
Daily
Apartment
1,303
28,243
37
Male
22,655
Married
1
PhD
Employed
18.827246
Rural
Basic
1
18
539
4
2023-10-15 15:21:39.134960
Average
No
Monthly
House
330
28,244
44
Female
26,752
Married
3
PhD
Self-Employed
28.9279
Rural
Basic
0
11
636
5
2022-08-07 15:21:39.177724
Average
Yes
Daily
House
296
28,245
50
Female
2,692
Single
0
High School
Self-Employed
45.796059
Rural
Premium
2
4
772
1
2020-07-06 15:21:39.168099
Poor
No
Daily
House
531
28,246
23
Female
27,011
Single
3
PhD
null
13.493466
Suburban
Basic
null
12
662
6
2021-04-03 15:21:39.245086
Average
Yes
Monthly
Apartment
662
28,247
31
Male
87,094
Married
2
High School
Unemployed
22.677213
Suburban
Premium
null
11
364
2
2019-10-04 15:21:39.237118
Good
No
Rarely
Condo
2,038
28,248
56
Male
20,248
Married
4
PhD
Unemployed
15.338956
Suburban
Premium
3
13
635
6
2023-07-06 15:21:39.134960
Poor
No
Daily
House
818
28,249
29
Female
9,473
Single
0
Bachelor's
null
12.813943
Suburban
Basic
1
9
556
4
2020-03-21 15:21:39.253660
Good
No
Weekly
House
395
28,250
44
Male
7,868
Married
2
Bachelor's
null
33.839172
Suburban
Comprehensive
2
18
836
9
2022-08-05 15:21:39.107553
Good
No
Weekly
Condo
1,678
28,251
21
Male
48,842
Married
0
Bachelor's
Unemployed
17.075976
Suburban
Basic
null
12
376
9
2024-05-16 15:21:39.224915
Good
Yes
Weekly
House
1,408
28,252
41
Male
4,819
Divorced
2
PhD
Employed
null
Rural
Comprehensive
2
6
846
3
2023-05-06 15:21:39.283783
Poor
Yes
Weekly
House
832
28,253
62
Female
3,798
Divorced
0
Bachelor's
Self-Employed
26.123942
Rural
Basic
3
3
721
2
2021-09-18 15:21:39.270454
Poor
Yes
Monthly
Condo
852
28,254
41
Male
4,532
Divorced
4
PhD
Unemployed
52.404639
Rural
Basic
0
9
439
3
2020-11-04 15:21:39.167099
Good
Yes
Weekly
Apartment
2,288
28,255
46
Female
40,540
Divorced
4
High School
Unemployed
21.868703
Urban
Comprehensive
2
16
686
1
2024-07-14 15:21:39.237118
Good
Yes
Daily
Condo
45
28,256
62
Female
9,666
Divorced
0
Master's
Self-Employed
33.918594
Suburban
Basic
1
13
387
9
2020-05-24 15:21:39.251142
Poor
Yes
Monthly
House
650
28,257
23
Female
44,003
Single
1
PhD
null
27.295889
Rural
Basic
1
19
556
3
2020-09-16 15:21:39.134960
Poor
No
Rarely
House
1,448
28,258
22
Female
20,654
Divorced
1
Master's
Self-Employed
null
Rural
Comprehensive
1
3
838
8
2021-11-18 15:21:39.105504
Poor
Yes
Monthly
Condo
556
28,259
57
Male
108,480
Single
1
Master's
Self-Employed
45.45846
Suburban
Basic
2
14
528
1
2022-02-22 15:21:39.168099
Average
Yes
Monthly
Condo
391
28,260
59
Male
29,361
Single
1
High School
Unemployed
5.634977
Rural
Premium
0
12
658
9
2023-06-14 15:21:39.117183
Average
Yes
Daily
Condo
919
28,261
51
Female
6,819
Married
1
Bachelor's
Self-Employed
17.59006
Urban
Premium
null
14
401
5
2020-08-04 15:21:39.228521
Poor
No
Daily
House
2,956
28,262
23
Male
33,890
Divorced
4
PhD
Self-Employed
51.084051
Urban
Premium
null
7
711
4
2023-07-08 15:21:39.282785
Poor
No
Rarely
House
1,460
28,263
62
Female
27,401
Married
3
Bachelor's
Self-Employed
42.261384
Rural
Basic
1
3
634
2
2020-01-04 15:21:39.206847
Average
Yes
Rarely
House
801
28,264
25
Female
3,167
Married
3
PhD
null
18.881886
Suburban
Comprehensive
2
16
461
6
2024-06-23 15:21:39.247098
Average
No
Monthly
Apartment
721
28,265
18
Male
15,802
Married
2
Master's
null
30.835954
Rural
Comprehensive
0
7
null
9
2023-12-31 15:21:39.204790
Average
No
Monthly
Apartment
811
28,266
64
Male
73,025
Married
0
Bachelor's
null
13.263092
Rural
Comprehensive
null
11
496
8
2021-03-05 15:21:39.191219
Average
No
Rarely
Condo
4,861
28,267
22
Male
44,012
Divorced
4
Bachelor's
Employed
37.893544
Rural
Comprehensive
null
5
301
5
2023-04-02 15:21:39.081504
Poor
Yes
Daily
Condo
1,642
28,268
64
Male
25,168
Divorced
1
PhD
Unemployed
null
Urban
Premium
1
3
771
4
2019-12-31 15:21:39.123711
Good
No
Daily
Condo
2,551
28,269
42
Male
41,223
Married
null
PhD
Self-Employed
14.938403
Suburban
Basic
1
17
null
3
2022-11-26 15:21:39.208842
Good
Yes
Monthly
House
2,050
28,270
32
Male
25,375
Married
2
Bachelor's
null
35.944388
Suburban
Premium
null
1
742
7
2022-07-16 15:21:39.121169
Poor
No
Monthly
Apartment
717
28,271
30
Male
76,632
Single
0
Master's
Employed
28.756671
Rural
Comprehensive
1
14
453
9
2022-06-15 15:21:39.191219
Average
No
Daily
Condo
1,102
28,272
63
Female
91,664
Single
null
High School
Self-Employed
22.959339
Rural
Comprehensive
3
14
404
5
2022-06-06 15:21:39.231531
Poor
No
Monthly
House
3,777
28,273
null
Female
15,961
Divorced
3
Master's
null
18.816032
Urban
Comprehensive
null
13
502
5
2021-01-29 15:21:39.174719
Good
Yes
Monthly
House
635
28,274
48
Male
10,791
Single
0
PhD
null
38.804839
Rural
Basic
0
1
674
2
2021-04-30 15:21:39.155231
Good
Yes
Weekly
Apartment
903
28,275
34
Female
1,368
Divorced
1
Master's
Employed
27.771777
Urban
Basic
null
1
430
4
2023-09-13 15:21:39.105504
Average
Yes
Weekly
Apartment
124
28,276
null
Female
60,106
Single
4
High School
Self-Employed
8.859661
Urban
Comprehensive
0
9
551
2
2022-01-15 15:21:39.123711
Good
Yes
Weekly
House
286
28,277
19
Male
13,991
Married
1
High School
Unemployed
27.929359
Urban
Premium
1
6
614
6
2020-09-22 15:21:39.181605
Poor
Yes
Daily
House
495
28,278
31
Male
6,907
Married
1
PhD
null
44.087876
Rural
Comprehensive
0
15
null
2
2020-04-05 15:21:39.248098
Poor
Yes
Daily
House
708
28,279
35
Male
25,554
Married
null
High School
Unemployed
38.056873
Suburban
Comprehensive
null
15
445
3
2023-02-20 15:21:39.230483
Good
No
Rarely
Apartment
643
28,280
38
Female
15,189
Divorced
null
Master's
Employed
40.071713
Urban
Premium
0
0
836
2
2022-07-02 15:21:39.236064
Poor
Yes
Weekly
House
38
28,281
59
Female
558
Single
2
Master's
Employed
25.38375
Suburban
Comprehensive
1
17
558
6
2019-11-08 15:21:39.170099
Good
Yes
Weekly
Apartment
2,517
28,282
42
Female
3,096
Married
2
High School
Employed
14.577836
Urban
Premium
0
6
830
6
2024-06-21 15:21:39.250151
null
Yes
Weekly
Apartment
849
28,283
18
Female
38,332
Divorced
4
PhD
Unemployed
25.723666
Urban
Comprehensive
1
11
678
1
2020-04-12 15:21:39.226954
Average
No
Weekly
House
845
28,284
41
Female
78,800
Married
4
Master's
Self-Employed
27.517037
Rural
Basic
null
10
409
7
2020-08-01 15:21:39.229482
Average
Yes
Rarely
House
1,069
28,285
63
Female
26,246
Single
0
Bachelor's
null
38.664534
Urban
Basic
0
4
806
8
2020-05-06 15:21:39.167099
Average
Yes
Daily
Apartment
497
28,286
39
Female
4,636
Married
2
PhD
Unemployed
32.051511
Rural
Comprehensive
2
12
612
8
2019-12-18 15:21:39.130190
Poor
Yes
Monthly
Condo
837
28,287
53
Female
17,093
Single
1
PhD
Employed
4.45547
Urban
Premium
null
3
727
6
2023-06-15 15:21:39.237118
Good
No
Monthly
Apartment
1,544
28,288
61
Female
624
Single
4
Master's
Self-Employed
null
Urban
Basic
0
6
709
8
2023-09-04 15:21:39.134960
Average
Yes
Rarely
Condo
739
28,289
18
Male
18,096
Single
2
Bachelor's
Unemployed
44.858296
Rural
Comprehensive
1
7
803
7
2020-05-12 15:21:39.204000
Poor
Yes
Daily
House
2,345
28,290
44
Male
51,897
Married
1
Master's
Unemployed
44.44177
Suburban
Premium
0
13
302
5
2023-03-13 15:21:39.155231
Good
No
Weekly
Apartment
1,249
28,291
60
Male
17,861
Divorced
2
Bachelor's
null
30.957002
Suburban
Basic
0
19
null
6
2020-09-01 15:21:39.253660
Poor
No
Monthly
Apartment
590
28,292
27
Male
48,721
Married
3
Master's
Unemployed
35.788915
Suburban
Comprehensive
1
0
442
6
2019-10-11 15:21:39.265513
Poor
Yes
Weekly
Condo
699
28,293
29
Female
71,814
Married
1
Bachelor's
Unemployed
14.005399
Rural
Basic
0
2
406
3
2021-05-04 15:21:39.209847
Poor
Yes
Monthly
House
1,204
28,294
49
Female
44,772
Single
4
Master's
Self-Employed
6.865463
Suburban
Comprehensive
0
16
null
6
2020-07-19 15:21:39.126661
Good
No
Rarely
Condo
522
28,295
45
Male
7,937
Divorced
1
Bachelor's
Unemployed
12.012459
Urban
Premium
null
18
403
6
2023-07-01 15:21:39.093681
Poor
No
Daily
House
27
28,296
19
Female
23,753
Single
3
Master's
Employed
22.729518
Rural
Premium
0
15
833
2
2021-11-21 15:21:39.152732
Poor
Yes
Weekly
House
1,404
28,297
19
Male
114,484
Divorced
0
Bachelor's
Employed
16.8827
Urban
Comprehensive
2
15
787
9
2019-12-20 15:21:39.155231
Good
No
Daily
Condo
3,579
28,298
42
Male
71,201
Married
3
High School
null
25.979053
Suburban
Comprehensive
1
8
693
6
2021-06-02 15:21:39.122134
Poor
No
Daily
Condo
391
28,299
44
Male
11,956
Single
2
Master's
Employed
13.71111
Rural
Premium
1
9
709
4
2021-04-30 15:21:39.208842
Good
Yes
Monthly
Condo
882