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
44,200
28
Female
53,927
Married
1
High School
null
51.057639
Urban
Premium
null
19
422
9
2023-04-19 15:21:39.154008
Poor
No
Weekly
Condo
380
44,201
50
Male
15,769
Married
0
PhD
Unemployed
36.884084
Rural
Premium
1
16
null
8
2023-02-22 15:21:39.231531
Good
Yes
Daily
Apartment
436
44,202
23
Female
47,772
Single
2
Master's
null
11.948642
Suburban
Basic
0
11
435
9
2019-12-03 15:21:39.290098
Poor
No
Daily
Condo
190
44,203
42
Female
null
Divorced
1
Bachelor's
Unemployed
31.065659
Urban
Basic
0
3
433
8
2021-02-08 15:21:39.213373
null
Yes
Monthly
Apartment
135
44,204
35
Male
26,963
Divorced
3
Master's
Unemployed
22.955674
Urban
Basic
null
14
602
1
2021-02-18 15:21:39.170099
Poor
Yes
Rarely
House
1,196
44,205
64
Female
45,476
Married
2
Bachelor's
null
12.503628
Suburban
Premium
null
16
null
7
2021-09-09 15:21:39.124659
Good
Yes
Weekly
Condo
1,371
44,206
43
Female
17,672
Divorced
1
Bachelor's
null
40.536535
Urban
Basic
null
10
null
3
2020-05-03 15:21:39.237118
Average
No
Rarely
House
632
44,207
48
Male
59,874
Divorced
1
Master's
null
38.527715
Urban
Comprehensive
3
1
809
5
2020-01-24 15:21:39.132191
null
No
Rarely
Apartment
393
44,208
55
Female
63,450
Single
4
PhD
null
21.447765
Rural
Premium
1
0
460
3
2022-11-14 15:21:39.145732
Average
No
Daily
Condo
276
44,209
32
Female
1,196
Divorced
null
PhD
Self-Employed
18.938806
Suburban
Comprehensive
0
19
636
4
2024-08-14 15:21:39.155231
null
No
Daily
Condo
2,889
44,210
61
Male
24,547
Divorced
null
Bachelor's
null
7.939551
Urban
Premium
2
11
826
7
2024-01-26 15:21:39.249100
Poor
No
Daily
House
353
44,211
26
Male
28,028
Married
0
Bachelor's
Employed
40.550108
Urban
Basic
1
16
544
5
2020-12-01 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,285
44,212
62
Female
27,983
Married
2
PhD
Unemployed
41.684895
Suburban
Premium
1
16
791
8
2020-05-30 15:21:39.251142
Good
Yes
Daily
Condo
567
44,213
51
Male
19,391
Single
2
Bachelor's
Unemployed
16.688516
Rural
Comprehensive
0
7
null
5
2021-01-21 15:21:39.143708
Average
No
Daily
Apartment
23
44,214
40
Male
13,255
Divorced
3
High School
null
25.286032
Urban
Basic
1
15
369
8
2020-06-03 15:21:39.192212
Average
Yes
Daily
Apartment
1,314
44,215
22
Female
7,317
Single
3
High School
Self-Employed
35.823522
Urban
Premium
0
19
665
9
2024-01-17 15:21:39.155231
Good
Yes
Rarely
House
499
44,216
37
Male
39,083
Divorced
2
Master's
Employed
36.992165
Rural
Basic
null
12
572
7
2024-03-09 15:21:39.080440
Average
No
Weekly
Apartment
686
44,217
49
Female
35,706
Divorced
null
High School
Self-Employed
16.137038
Suburban
Basic
0
13
null
6
2021-04-04 15:21:39.149731
Poor
No
Daily
Apartment
1,587
44,218
31
Female
1,607
Single
3
PhD
null
24.527227
Suburban
Premium
0
19
696
5
2021-12-21 15:21:39.134960
Average
Yes
Rarely
Condo
25
44,219
39
Female
17,337
Single
3
High School
Self-Employed
40.973997
Suburban
Basic
null
8
null
2
2019-11-14 15:21:39.092127
Poor
No
Daily
Apartment
686
44,220
31
Male
44,961
Single
3
Bachelor's
Employed
34.289416
Rural
Basic
0
15
674
8
2023-02-01 15:21:39.143708
Average
Yes
Weekly
House
512
44,221
33
Female
35,321
Single
0
High School
Employed
13.547846
Rural
Basic
0
1
541
3
2024-05-23 15:21:39.190215
Poor
No
Weekly
Apartment
2,040
44,222
25
Male
80,111
Single
3
High School
Unemployed
9.98508
Suburban
Premium
2
16
821
8
2020-06-07 15:21:39.194829
Good
No
Weekly
Apartment
2,627
44,223
52
Male
11,584
Divorced
2
High School
Unemployed
41.710045
Rural
Comprehensive
1
15
605
1
2023-04-16 15:21:39.236064
Average
Yes
Rarely
Condo
492
44,224
47
Female
18,230
Married
3
Bachelor's
null
46.075436
Urban
Basic
null
1
750
5
2020-04-08 15:21:39.134960
Good
Yes
Weekly
Condo
1,520
44,225
34
Male
48,748
Divorced
4
Master's
null
43.833936
Suburban
Basic
0
16
716
3
2020-07-09 15:21:39.247098
Average
Yes
Monthly
Apartment
384
44,226
29
Female
20,281
Single
4
Bachelor's
Self-Employed
24.78185
Urban
Basic
null
12
432
9
2021-02-06 15:21:39.236064
Average
Yes
Rarely
Apartment
1,784
44,227
46
Female
27,863
Divorced
3
Master's
null
null
Suburban
Comprehensive
1
18
784
8
2020-07-11 15:21:39.134960
Average
No
Weekly
House
1,030
44,228
46
Male
33,221
Married
1
Master's
Self-Employed
8.524547
Suburban
Comprehensive
1
12
null
8
2022-02-07 15:21:39.194829
Good
No
Weekly
House
2,732
44,229
54
Male
4,875
Single
2
High School
Unemployed
23.882719
Suburban
Basic
1
8
526
1
2023-08-10 15:21:39.274993
Average
No
Rarely
House
24
44,230
48
Female
109,625
Single
0
High School
Unemployed
11.947104
Suburban
Basic
null
8
468
9
2022-01-31 15:21:39.155231
Good
No
Daily
Condo
2,914
44,231
50
Male
26,685
Single
1
Bachelor's
Unemployed
16.079399
Suburban
Premium
null
0
739
2
2022-07-26 15:21:39.182597
Poor
No
Monthly
House
632
44,232
33
Male
2,470
Single
4
Bachelor's
Employed
36.232268
Suburban
Premium
2
14
476
9
2023-08-08 15:21:39.129190
null
Yes
Monthly
Condo
597
44,233
57
Male
34,372
Divorced
null
Master's
Employed
29.266986
Urban
Comprehensive
1
9
478
4
2020-01-31 15:21:39.222387
Average
Yes
Monthly
Apartment
2,852
44,234
58
Male
3,254
Divorced
2
Bachelor's
null
35.908556
Rural
Comprehensive
null
3
562
7
2024-04-05 15:21:39.121169
Good
No
Rarely
House
117
44,235
19
Female
18,989
Single
4
Master's
Self-Employed
25.764482
Suburban
Premium
null
15
803
4
2020-08-25 15:21:39.198406
Good
No
Rarely
Apartment
889
44,236
21
Male
69,095
Divorced
2
Master's
null
14.079973
Suburban
Basic
1
11
462
6
2022-04-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,518
44,237
18
Male
4,901
Divorced
1
Bachelor's
Self-Employed
11.682487
Rural
Premium
null
14
313
6
2021-05-28 15:21:39.149731
Average
No
Rarely
Apartment
577
44,238
44
Male
9,894
Single
3
Master's
Self-Employed
11.802849
Rural
Premium
3
2
804
9
2021-12-23 15:21:39.084065
Good
No
Monthly
Condo
2,916
44,239
24
Female
95,970
Single
null
Master's
Self-Employed
19.425919
Urban
Comprehensive
null
17
688
8
2022-01-22 15:21:39.187211
Good
No
Monthly
Apartment
352
44,240
45
Male
45,967
Divorced
3
High School
Self-Employed
11.125564
Rural
Premium
2
11
557
3
2024-07-11 15:21:39.173834
Average
No
Weekly
Apartment
542
44,241
59
Female
24,213
Married
4
Bachelor's
Unemployed
21.38142
Suburban
Comprehensive
null
7
null
5
2024-07-29 15:21:39.271453
Average
No
Rarely
Apartment
881
44,242
29
Female
138,525
null
2
High School
Unemployed
8.818951
Urban
Basic
1
2
841
3
2019-10-15 15:21:39.094752
Average
Yes
Rarely
Condo
474
44,243
39
Female
37,253
Single
4
Master's
Self-Employed
12.539294
Urban
Basic
0
4
831
1
2023-10-24 15:21:39.245086
Poor
No
Monthly
House
1,432
44,244
45
Male
624
Married
4
Master's
null
null
Rural
Premium
null
13
786
1
2024-05-26 15:21:39.192212
Average
No
Daily
Apartment
1,138
44,245
21
Female
12,107
Divorced
3
Bachelor's
Self-Employed
31.624291
Rural
Basic
0
19
null
6
2021-02-01 15:21:39.252145
null
No
Weekly
Condo
959
44,246
64
Male
2,458
null
4
PhD
Employed
25.675086
Urban
Premium
1
8
680
9
2024-01-19 15:21:39.143708
Average
Yes
Rarely
Condo
1,659
44,247
24
Male
43,935
Divorced
0
PhD
Unemployed
29.560849
Rural
Basic
0
1
575
3
2023-07-07 15:21:39.193945
Poor
Yes
Monthly
Condo
811
44,248
58
Female
24,257
Divorced
1
High School
Unemployed
13.298973
Suburban
Basic
null
9
null
2
2024-05-15 15:21:39.095696
Good
No
Daily
Condo
1,213
44,249
57
Female
3,498
Divorced
1
High School
Unemployed
6.131579
Urban
Premium
null
5
816
5
2019-08-30 15:21:39.266452
Poor
Yes
Monthly
Apartment
2,554
44,250
19
Female
90,726
Single
3
Bachelor's
null
21.967609
Urban
Comprehensive
1
7
342
1
2021-07-01 15:21:39.202448
Good
No
Rarely
Condo
703
44,251
62
Male
43,827
Married
0
PhD
Unemployed
25.964784
Rural
Basic
1
18
844
1
2022-06-26 15:21:39.171102
Good
No
Weekly
Apartment
394
44,252
53
Male
25,161
Single
3
Master's
null
39.631102
Rural
Premium
0
7
514
5
2023-09-18 15:21:39.102694
Average
Yes
Daily
Condo
1,304
44,253
27
Male
33,851
Divorced
4
PhD
Employed
28.385618
Suburban
Basic
1
19
677
1
2023-04-11 15:21:39.271453
Average
No
Monthly
Apartment
3,863
44,254
64
Female
80,236
Divorced
null
Bachelor's
Employed
28.148021
Urban
Comprehensive
0
4
375
1
2023-10-23 15:21:39.237118
Good
Yes
Rarely
Apartment
519
44,255
44
Female
30,382
Married
2
Master's
Unemployed
11.895259
Rural
Basic
1
6
795
6
2020-10-05 15:21:39.134960
Poor
Yes
Rarely
House
1,106
44,256
49
Female
1,269
Single
4
Bachelor's
null
10.98866
Rural
Comprehensive
null
0
null
7
2020-01-04 15:21:39.122134
Good
No
Daily
Condo
2,313
44,257
58
Male
62,929
Married
2
PhD
Self-Employed
null
Suburban
Basic
null
9
626
9
2019-09-23 15:21:39.280784
Average
Yes
Monthly
Apartment
3,271
44,258
21
Female
24,266
Married
0
Bachelor's
Self-Employed
7.277965
Suburban
Comprehensive
0
2
393
4
2024-05-08 15:21:39.173834
Average
No
Monthly
Apartment
1,488
44,259
18
Male
27,401
Single
4
Bachelor's
Employed
19.796552
Urban
Basic
null
16
565
3
2021-05-25 15:21:39.276901
Average
Yes
Monthly
Condo
3,658
44,260
59
Female
313
Single
0
High School
null
27.979266
Urban
Basic
0
14
null
3
2021-08-06 15:21:39.226954
Poor
No
Daily
House
1,038
44,261
41
Female
16,078
Divorced
3
PhD
Employed
26.837687
Urban
Premium
null
10
661
5
2023-04-23 15:21:39.134960
Poor
Yes
Daily
Condo
605
44,262
25
Female
8,892
Married
0
Bachelor's
Self-Employed
30.076957
Urban
Premium
1
19
564
2
2021-12-04 15:21:39.182597
Average
No
Monthly
Apartment
1,196
44,263
55
Female
1,892
Divorced
2
Bachelor's
Self-Employed
35.976665
Urban
Basic
1
13
642
3
2022-09-06 15:21:39.155231
null
No
Rarely
Apartment
1,541
44,264
56
Female
7,855
Married
2
Bachelor's
Employed
33.619302
Urban
Premium
1
11
null
5
2022-03-30 15:21:39.263607
Average
Yes
Rarely
Condo
677
44,265
22
Male
23,894
Married
4
High School
Employed
27.371831
Rural
Comprehensive
1
15
522
7
2022-09-09 15:21:39.132191
null
Yes
Rarely
Apartment
3,980
44,266
61
Female
1,423
Married
3
Bachelor's
Employed
null
Rural
Comprehensive
2
12
590
8
2024-01-10 15:21:39.132191
Poor
Yes
Weekly
Condo
557
44,267
24
Female
7,848
Married
1
High School
null
28.253027
Suburban
Basic
1
9
818
8
2022-07-12 15:21:39.246098
Average
Yes
Weekly
Apartment
811
44,268
24
Female
16,303
Single
2
Master's
Self-Employed
10.166723
Urban
Premium
1
0
653
8
2021-07-14 15:21:39.079128
Average
Yes
Daily
Condo
1,505
44,269
20
Female
53,517
Married
3
High School
Self-Employed
22.281654
Suburban
Comprehensive
3
17
812
9
2023-05-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,460
44,270
34
Male
15,715
Single
0
PhD
Employed
21.816171
Rural
Basic
null
14
685
9
2021-04-14 15:21:39.237118
Average
Yes
Rarely
House
157
44,271
36
Male
28,962
Divorced
2
PhD
Unemployed
27.716458
Urban
Comprehensive
1
17
463
7
2023-12-30 15:21:39.134960
Poor
No
Monthly
House
589
44,272
36
Female
24,752
Divorced
4
PhD
Unemployed
33.5159
Rural
Comprehensive
null
12
484
6
2020-01-29 15:21:39.155231
Average
Yes
Rarely
House
1,526
44,273
61
Female
4,516
Divorced
0
PhD
null
10.824942
Suburban
Premium
null
4
721
7
2020-10-27 15:21:39.080440
Good
Yes
Rarely
House
1,881
44,274
61
Female
14,861
Divorced
1
Bachelor's
Unemployed
null
Urban
Comprehensive
null
0
null
8
2022-07-13 15:21:39.155231
Poor
No
Rarely
Condo
714
44,275
42
Male
34,173
Single
null
Bachelor's
Employed
43.264418
Urban
Premium
0
11
762
2
2022-12-28 15:21:39.154008
null
Yes
Monthly
Condo
560
44,276
48
Male
65,836
Single
1
Master's
Unemployed
11.515439
Urban
Basic
2
11
786
5
2022-01-07 15:21:39.251142
Poor
Yes
Daily
House
79
44,277
40
Male
12,554
Single
1
Bachelor's
Self-Employed
48.917661
Rural
Comprehensive
null
12
null
1
2019-09-27 15:21:39.246098
Average
No
Daily
Condo
798
44,278
48
Female
1,804
Divorced
4
Master's
Self-Employed
26.826683
Rural
Comprehensive
2
8
586
9
2019-10-12 15:21:39.182597
Average
Yes
Weekly
House
1,810
44,279
42
Male
2,562
Married
2
Master's
Self-Employed
31.89179
Rural
Basic
1
19
498
1
2023-04-04 15:21:39.237118
Average
No
Rarely
Condo
26
44,280
58
Female
85,922
Single
3
Master's
Unemployed
17.976703
Suburban
Basic
1
0
847
5
2021-11-19 15:21:39.202448
Poor
Yes
Daily
Apartment
44
44,281
40
Male
6,592
Divorced
null
High School
Self-Employed
5.504939
Urban
Premium
0
15
581
2
2022-09-13 15:21:39.118178
Poor
Yes
Rarely
Condo
437
44,282
52
Male
14,069
Married
2
Master's
Self-Employed
16.158829
Urban
Comprehensive
1
18
594
6
2022-08-31 15:21:39.237118
Average
Yes
Weekly
Apartment
1,309
44,283
27
Male
6,942
Married
2
Master's
null
36.559894
Suburban
Comprehensive
null
19
583
1
2023-01-01 15:21:39.087123
Poor
Yes
Daily
Condo
1,360
44,284
63
Male
24,946
Divorced
3
High School
Employed
24.86765
Urban
Basic
1
2
null
3
2020-01-07 15:21:39.256696
Good
No
Daily
House
646
44,285
22
Female
29,685
Married
3
Bachelor's
Employed
16.41841
Rural
Premium
null
1
512
4
2024-05-14 15:21:39.245086
null
No
Weekly
House
159
44,286
62
Male
37,964
Married
3
Master's
Self-Employed
15.914864
Suburban
Premium
null
8
null
4
2021-07-04 15:21:39.271453
Poor
Yes
Daily
Condo
519
44,287
18
Female
116,651
Divorced
null
Bachelor's
Employed
10.537826
Rural
Comprehensive
0
6
336
4
2020-05-28 15:21:39.230483
null
No
Monthly
Apartment
1,297
44,288
58
Male
1,299
Divorced
1
Master's
Employed
null
Urban
Premium
0
4
587
4
2022-12-19 15:21:39.155231
Good
No
Rarely
Condo
615
44,289
43
Female
4,400
Married
1
PhD
Employed
27.143831
Rural
Comprehensive
0
5
429
2
2020-09-16 15:21:39.134960
Average
No
Rarely
House
39
44,290
49
Male
53,988
Single
3
High School
Self-Employed
18.744376
Urban
Basic
1
6
null
8
2023-06-12 15:21:39.155231
Poor
Yes
Daily
Apartment
233
44,291
39
Male
2,760
Single
0
Master's
null
45.293966
Suburban
Premium
null
14
647
2
2023-11-09 15:21:39.237118
Good
No
Weekly
Apartment
38
44,292
38
Female
132,694
Married
2
High School
Self-Employed
39.622959
Urban
Comprehensive
1
4
457
6
2022-11-11 15:21:39.123711
Poor
Yes
Daily
Condo
25
44,293
33
Female
29,460
Married
4
PhD
Self-Employed
12.793853
Rural
Premium
2
11
742
9
2022-02-21 15:21:39.087123
Poor
No
Monthly
Condo
1,441
44,294
58
Female
638
Divorced
2
PhD
Employed
44.328541
Rural
Comprehensive
1
12
843
7
2021-05-24 15:21:39.092127
null
No
Daily
House
2,968
44,295
47
Female
27,863
Married
0
High School
null
42.085157
Suburban
Premium
null
7
667
5
2019-10-29 15:21:39.171102
Poor
Yes
Weekly
Apartment
454
44,296
43
Male
21,583
Divorced
1
Bachelor's
null
19.131586
Suburban
Comprehensive
1
9
471
2
2022-07-26 15:21:39.100695
Average
Yes
Weekly
Condo
1,482
44,297
23
Male
12,963
Married
null
High School
Self-Employed
12.177025
Rural
Premium
0
15
784
5
2023-06-02 15:21:39.191219
Good
Yes
Rarely
House
828
44,298
20
Female
38,193
Single
2
Master's
Employed
23.186076
Urban
Basic
null
10
708
1
2024-08-15 15:21:39.237118
Good
No
Monthly
Apartment
1,160
44,299
36
Female
16,095
Single
3
PhD
null
51.796326
Rural
Comprehensive
0
7
null
8
2021-12-20 15:21:39.237118
Average
No
Rarely
Apartment
939