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
4,200
null
Female
17,894
Divorced
0
Bachelor's
Unemployed
29.779913
Urban
Basic
0
18
748
8
2020-05-29 15:21:39.222387
Good
No
Rarely
Apartment
793
4,201
49
Male
14,210
Divorced
2
Master's
null
9.953259
Urban
Premium
null
4
540
4
2022-12-24 15:21:39.187211
Good
No
Daily
Apartment
713
4,202
33
Female
20,369
Married
1
Master's
Employed
28.371761
Suburban
Premium
null
17
608
7
2024-06-07 15:21:39.121169
Average
Yes
Weekly
Apartment
495
4,203
43
Female
17,779
Single
4
PhD
Employed
11.414833
Suburban
Comprehensive
2
6
816
5
2023-04-03 15:21:39.122134
Average
No
Daily
Apartment
1,106
4,204
52
Female
null
Divorced
1
PhD
null
null
Rural
Premium
1
19
548
3
2022-05-19 15:21:39.180553
Poor
Yes
Monthly
House
34
4,205
23
Male
23,983
Divorced
null
Bachelor's
null
14.055492
Suburban
Premium
null
7
681
2
2023-04-27 15:21:39.182597
Good
Yes
Daily
House
2,479
4,206
47
Male
46,118
Single
4
High School
null
29.6847
Urban
Comprehensive
null
0
482
9
2021-10-09 15:21:39.155231
Good
Yes
Monthly
Condo
531
4,207
40
Male
1,661
Divorced
0
PhD
Unemployed
18.735757
Rural
Premium
0
19
null
4
2023-07-24 15:21:39.167099
Good
No
Weekly
Apartment
3,155
4,208
26
Female
29,230
Married
4
PhD
Employed
29.764769
Suburban
Comprehensive
0
7
848
6
2020-08-23 15:21:39.134960
Good
No
Weekly
Apartment
814
4,209
19
Male
18,096
Married
1
PhD
Self-Employed
12.848676
Urban
Basic
1
12
607
5
2023-08-08 15:21:39.237118
Good
No
Monthly
Condo
548
4,210
18
Male
84,460
Married
3
High School
Unemployed
32.890589
Rural
Premium
2
5
395
7
2024-06-26 15:21:39.128286
Good
No
Weekly
House
1,248
4,211
45
Female
107,795
Divorced
3
High School
null
44.828986
Rural
Basic
null
11
468
8
2023-05-20 15:21:39.192212
Average
No
Rarely
House
2,514
4,212
53
Male
43,385
Single
1
High School
Unemployed
29.072588
Rural
Comprehensive
0
19
516
9
2021-09-20 15:21:39.122134
Average
Yes
Rarely
Condo
2,645
4,213
41
Female
9,253
Single
2
Master's
Self-Employed
52.738713
Urban
Basic
1
19
576
5
2024-01-14 15:21:39.174719
Poor
Yes
Monthly
House
1,110
4,214
24
Male
4,859
Divorced
3
Master's
Employed
18.531505
Suburban
Premium
0
10
403
2
2021-02-04 15:21:39.152732
Poor
No
Monthly
Condo
543
4,215
60
Male
12,438
Married
1
High School
Unemployed
36.771415
Suburban
Basic
1
1
760
2
2021-05-19 15:21:39.237118
Average
No
Monthly
Condo
536
4,216
64
Female
null
Married
3
PhD
Self-Employed
47.18883
Suburban
Basic
null
19
327
7
2021-09-21 15:21:39.083497
Poor
Yes
Daily
Apartment
1,204
4,217
46
Male
107,269
Married
3
Master's
Unemployed
23.977213
Urban
Comprehensive
1
16
459
6
2019-11-24 15:21:39.147735
Average
No
Daily
Apartment
256
4,218
24
Female
18,098
Divorced
null
PhD
Self-Employed
23.944177
Urban
Premium
2
8
779
5
2022-04-14 15:21:39.111551
Poor
Yes
Rarely
Apartment
2,623
4,219
24
Male
1,269
Single
2
PhD
null
24.381756
Urban
Basic
1
1
743
4
2020-09-23 15:21:39.088124
Poor
Yes
Rarely
Condo
40
4,220
47
Male
38,429
Divorced
3
Bachelor's
null
23.149789
Suburban
Premium
0
13
519
5
2024-04-04 15:21:39.245086
Good
No
Daily
House
663
4,221
null
Male
20,584
Divorced
0
Bachelor's
Employed
23.826296
Urban
Comprehensive
null
9
739
5
2023-09-29 15:21:39.134960
Average
No
Daily
Condo
889
4,222
32
Female
2,888
Single
2
High School
Unemployed
26.58533
Rural
Basic
1
16
336
8
2019-09-14 15:21:39.245086
Average
No
Monthly
House
48
4,223
56
Male
94,920
Divorced
2
Master's
null
20.253758
Suburban
Basic
0
19
484
5
2021-01-05 15:21:39.221386
Good
No
Weekly
Condo
93
4,224
48
Male
8,892
Single
1
PhD
Self-Employed
12.639157
Urban
Comprehensive
0
0
790
9
2022-02-05 15:21:39.251142
Average
No
Monthly
Apartment
1,266
4,225
52
Male
71,696
Married
3
Master's
Unemployed
21.966194
Rural
Comprehensive
2
17
578
4
2022-11-12 15:21:39.134960
Average
Yes
Rarely
House
20
4,226
28
Male
16,280
Divorced
0
Bachelor's
Unemployed
9.944136
Urban
Basic
null
5
784
2
2020-03-31 15:21:39.146733
Good
Yes
Daily
Apartment
809
4,227
36
Male
17,175
Married
1
PhD
Employed
42.239994
Rural
Comprehensive
2
19
770
3
2022-01-30 15:21:39.092127
null
No
Weekly
Condo
546
4,228
53
Female
11,998
Divorced
1
Bachelor's
null
11.92301
Urban
Premium
1
1
769
4
2023-01-24 15:21:39.117183
Good
Yes
Rarely
Condo
1,363
4,229
49
Male
17,175
Single
4
High School
Employed
36.392586
Rural
Comprehensive
0
10
683
5
2021-02-12 15:21:39.171102
Poor
Yes
Rarely
Condo
1,277
4,230
57
Male
6,894
Married
2
Master's
Unemployed
22.55275
Urban
Premium
2
5
824
9
2023-03-30 15:21:39.134960
Poor
Yes
Daily
House
1,484
4,231
21
Male
12,791
Married
1
Master's
Employed
33.856173
Suburban
Premium
1
16
695
7
2023-03-12 15:21:39.289099
Poor
Yes
Weekly
Condo
994
4,232
31
Female
15,401
Single
4
PhD
Unemployed
16.551795
Suburban
Basic
null
16
612
2
2023-09-26 15:21:39.233998
Average
No
Monthly
House
821
4,233
34
Female
16,061
Single
2
High School
Self-Employed
14.638014
Urban
Basic
null
4
659
5
2022-06-19 15:21:39.264504
Average
Yes
Weekly
Apartment
25
4,234
20
Female
66,668
Divorced
3
High School
Employed
26.664886
Urban
Basic
0
10
449
2
2023-08-19 15:21:39.177724
Average
Yes
Weekly
Apartment
160
4,235
31
Male
15,409
Single
2
High School
Self-Employed
15.688324
Rural
Comprehensive
null
1
849
1
2022-05-13 15:21:39.274993
Poor
No
Daily
Condo
759
4,236
33
Male
43,970
Single
0
Bachelor's
null
36.892795
Rural
Basic
2
18
479
4
2022-01-25 15:21:39.219432
Poor
No
Weekly
Apartment
639
4,237
32
Male
16,548
Married
2
PhD
Unemployed
37.451166
Urban
Basic
1
3
826
6
2020-06-08 15:21:39.256696
Good
Yes
Rarely
Condo
798
4,238
39
Female
28,409
Married
2
High School
null
12.087747
Urban
Comprehensive
0
8
797
8
2022-04-28 15:21:39.274993
Average
No
Weekly
House
3,577
4,239
20
Female
16,519
Divorced
null
PhD
Unemployed
46.64889
Urban
Premium
1
9
710
8
2022-02-08 15:21:39.155231
Good
No
Rarely
Apartment
1,546
4,240
32
Male
122,830
null
1
High School
Employed
34.121339
Urban
Premium
0
2
558
1
2019-12-11 15:21:39.188220
Average
No
Weekly
House
642
4,241
52
Female
129,611
Single
null
High School
null
8.928698
Urban
Comprehensive
0
12
738
9
2020-01-16 15:21:39.229482
Good
No
Rarely
House
122
4,242
49
Female
5,906
Single
1
High School
Unemployed
21.071905
Rural
Comprehensive
1
9
352
2
2024-03-18 15:21:39.080440
Poor
No
Daily
Condo
569
4,243
24
Female
11,977
Married
3
High School
Self-Employed
null
Suburban
Basic
1
19
762
4
2024-08-12 15:21:39.273973
Average
No
Daily
Apartment
1,040
4,244
58
Female
2,071
Single
null
Master's
Employed
33.753731
Rural
Comprehensive
null
3
832
2
2021-09-29 15:21:39.170099
Good
Yes
Rarely
House
2,317
4,245
31
Male
70,589
Married
0
Bachelor's
Unemployed
39.793454
Suburban
Basic
1
7
383
1
2021-05-18 15:21:39.149731
Poor
No
Daily
Condo
121
4,246
18
Male
5,927
Divorced
0
High School
Employed
38.752537
Rural
Comprehensive
0
15
481
1
2023-06-28 15:21:39.100695
Good
No
Daily
Condo
1,125
4,247
27
Male
140,622
Divorced
4
High School
null
18.99886
Suburban
Premium
2
2
397
1
2023-10-29 15:21:39.134960
Poor
No
Weekly
Apartment
1,601
4,248
59
Female
8,095
Married
3
High School
Unemployed
19.817988
Rural
Premium
null
7
603
9
2023-04-19 15:21:39.082499
Good
No
Rarely
Apartment
748
4,249
27
Male
11,085
Divorced
2
Bachelor's
null
31.958336
Urban
Basic
1
4
622
4
2020-11-30 15:21:39.286113
Average
Yes
Rarely
Apartment
736
4,250
51
Male
26,102
Divorced
2
Master's
null
12.058077
Rural
Premium
1
12
597
3
2019-10-20 15:21:39.282785
Average
No
Monthly
Apartment
761
4,251
49
Female
26,700
Divorced
3
Bachelor's
Unemployed
38.867391
Suburban
Comprehensive
0
18
704
3
2023-06-01 15:21:39.126661
Poor
Yes
Monthly
Apartment
511
4,252
51
Male
394
Single
2
PhD
null
44.878989
Rural
Comprehensive
0
12
552
9
2021-11-11 15:21:39.132191
Good
Yes
Rarely
Apartment
2,116
4,253
27
Male
45,308
Divorced
null
Master's
null
13.955188
Suburban
Comprehensive
4
11
830
1
2021-04-01 15:21:39.134960
Poor
No
Daily
Condo
902
4,254
41
Female
43,969
Single
4
Master's
Unemployed
14.175908
Urban
Basic
null
0
723
5
2020-07-05 15:21:39.134960
null
No
Weekly
Apartment
823
4,255
28
Female
40,608
Married
2
Master's
null
6.087355
Urban
Premium
0
5
342
1
2022-11-06 15:21:39.155231
Poor
No
Monthly
Apartment
2,310
4,256
28
Female
87,866
Married
1
Master's
Self-Employed
16.068614
Rural
Basic
1
0
489
6
2022-11-15 15:21:39.126661
null
Yes
Rarely
Condo
735
4,257
30
Male
74,855
Divorced
2
Bachelor's
Employed
25.449956
Urban
Premium
2
18
528
5
2020-10-13 15:21:39.173834
Poor
No
Daily
House
22
4,258
46
Female
27,112
Single
3
Bachelor's
null
32.557601
Suburban
Basic
1
8
501
1
2022-09-06 15:21:39.107553
Average
Yes
Rarely
House
1,162
4,259
42
Male
95,821
Divorced
0
PhD
null
39.061957
Rural
Basic
2
4
448
7
2022-05-15 15:21:39.237118
Average
No
Monthly
Condo
151
4,260
49
Male
24,353
Single
3
PhD
Employed
18.98139
Rural
Basic
null
13
809
8
2023-04-10 15:21:39.283783
Average
Yes
Rarely
Apartment
217
4,261
40
Female
28,199
Single
3
High School
Unemployed
16.153317
Suburban
Comprehensive
0
15
572
5
2023-03-31 15:21:39.206847
Good
No
Weekly
Apartment
1,157
4,262
62
Female
617
Divorced
1
High School
Employed
14.944149
Urban
Premium
0
10
494
3
2020-09-16 15:21:39.155231
Poor
Yes
Weekly
Condo
1,119
4,263
49
Female
121,335
Single
1
Bachelor's
Self-Employed
38.49243
Rural
Basic
null
1
564
4
2023-09-14 15:21:39.112553
Poor
No
Daily
Apartment
130
4,264
32
Male
26,111
Divorced
1
PhD
Unemployed
25.824474
Urban
Basic
null
0
503
3
2022-04-15 15:21:39.192212
Average
Yes
Rarely
Condo
503
4,265
26
Female
17,107
Single
1
Bachelor's
Self-Employed
18.128525
Urban
Comprehensive
2
19
479
2
2021-12-10 15:21:39.113566
Poor
Yes
Monthly
Condo
1,017
4,266
null
Female
3,911
Single
0
Bachelor's
Unemployed
21.792368
Suburban
Premium
null
4
null
4
2024-04-03 15:21:39.264504
Poor
No
Daily
House
2,421
4,267
18
Male
91,052
Single
2
High School
null
44.081474
Suburban
Premium
1
14
707
5
2023-11-03 15:21:39.087123
Poor
Yes
Daily
Apartment
250
4,268
56
Female
22,165
Single
null
High School
Self-Employed
5.443884
Suburban
Basic
1
2
505
3
2020-04-25 15:21:39.288099
Poor
No
Monthly
Condo
2,133
4,269
47
Male
14,077
Married
4
Bachelor's
Self-Employed
25.15379
Rural
Premium
0
6
836
7
2021-01-14 15:21:39.170099
Average
Yes
Weekly
Condo
2,518
4,270
18
Male
6,537
Divorced
4
PhD
Employed
14.848439
Suburban
Comprehensive
null
16
null
5
2020-03-20 15:21:39.285112
Poor
No
Rarely
Apartment
2,299
4,271
29
Female
23,894
Divorced
3
Master's
Employed
41.189565
Urban
Premium
0
7
765
5
2020-02-22 15:21:39.170099
null
No
Daily
Condo
2,195
4,272
42
Female
45,987
Divorced
0
Master's
Self-Employed
47.684867
Suburban
Premium
1
2
834
3
2023-02-22 15:21:39.260856
Poor
Yes
Monthly
House
1,241
4,273
22
Female
35,657
Single
4
Bachelor's
null
26.837775
Rural
Premium
0
13
685
5
2019-11-07 15:21:39.134960
Poor
No
Daily
House
1,069
4,274
43
Male
5,835
Divorced
0
PhD
Unemployed
20.392938
Suburban
Comprehensive
null
14
null
2
2020-10-22 15:21:39.151732
Poor
No
Rarely
Apartment
1,259
4,275
37
Female
14,981
Divorced
0
PhD
Employed
22.828572
Rural
Basic
null
11
554
5
2020-05-17 15:21:39.176717
Poor
No
Rarely
House
2,120
4,276
47
Female
24,264
Divorced
1
PhD
null
28.929962
Urban
Basic
null
10
437
3
2022-05-08 15:21:39.289099
Poor
Yes
Daily
Apartment
1,168
4,277
31
Male
13,635
Single
1
Bachelor's
null
23.420043
Rural
Premium
null
4
692
3
2023-06-27 15:21:39.205850
Poor
No
Daily
Condo
1,022
4,278
54
Male
39,769
Married
0
Master's
Unemployed
7.08238
Urban
Basic
1
12
733
2
2022-02-04 15:21:39.212862
Poor
No
Daily
House
989
4,279
43
Female
133,122
Married
null
Bachelor's
Self-Employed
20.37742
Suburban
Comprehensive
1
5
691
8
2023-05-25 15:21:39.237118
Poor
Yes
Weekly
Apartment
370
4,280
63
Male
null
Single
3
PhD
null
13.564406
Urban
Basic
1
11
391
6
2023-07-30 15:21:39.237118
Poor
No
Weekly
Condo
675
4,281
58
Female
633
Married
3
PhD
Unemployed
45.98823
Rural
Basic
0
7
507
5
2022-05-26 15:21:39.134960
null
No
Rarely
Condo
1,181
4,282
21
Male
67,246
Single
3
PhD
null
20.534891
Rural
Premium
0
11
406
2
2019-09-24 15:21:39.228521
Poor
No
Monthly
House
1,783
4,283
23
Male
1,144
Single
4
High School
Employed
10.538858
Suburban
Comprehensive
2
9
814
2
2021-07-26 15:21:39.192212
Poor
Yes
Monthly
House
508
4,284
64
Female
1,327
Married
3
PhD
null
24.527304
Rural
Comprehensive
1
13
748
6
2023-07-12 15:21:39.092127
Good
No
Daily
Apartment
77
4,285
19
Male
71,362
Divorced
4
PhD
null
30.261471
Suburban
Premium
2
13
351
9
2021-01-14 15:21:39.247098
null
No
Rarely
Condo
1,237
4,286
24
Female
1,208
Divorced
3
PhD
Unemployed
null
Urban
Basic
null
1
587
6
2023-12-25 15:21:39.134960
Poor
Yes
Rarely
Apartment
998
4,287
34
Male
32,724
Divorced
4
High School
Unemployed
30.295724
Urban
Premium
0
5
777
5
2024-07-24 15:21:39.257696
Poor
Yes
Rarely
Condo
1,122
4,288
18
Female
46,891
Single
1
PhD
null
25.90731
Suburban
Basic
2
14
751
2
2024-05-11 15:21:39.134960
Poor
No
Rarely
House
2,712
4,289
30
Male
31,634
Married
1
Master's
Employed
49.007436
Rural
Comprehensive
0
5
580
7
2021-12-15 15:21:39.231531
Poor
Yes
Monthly
Condo
1,865
4,290
41
Female
80,700
Divorced
1
PhD
Unemployed
25.602889
Urban
Premium
0
2
790
1
2020-09-07 15:21:39.237118
Good
Yes
Weekly
Condo
182
4,291
21
Female
12,262
Married
4
PhD
Unemployed
12.759101
Rural
Premium
0
13
613
5
2022-06-11 15:21:39.101733
Good
No
Monthly
House
266
4,292
52
Female
106,846
Married
3
High School
Unemployed
12.607723
Suburban
Comprehensive
1
3
339
9
2020-07-16 15:21:39.106582
Good
Yes
Daily
Apartment
716
4,293
57
Female
10,014
Divorced
1
Bachelor's
null
18.158549
Suburban
Basic
0
3
833
9
2023-07-07 15:21:39.219432
Good
Yes
Monthly
House
270
4,294
43
Female
39,146
Married
0
Master's
Self-Employed
33.837872
Suburban
Basic
null
19
671
9
2021-06-10 15:21:39.226954
Average
No
Rarely
Condo
1,078
4,295
22
Male
30,213
Single
3
Bachelor's
Employed
15.780028
Suburban
Comprehensive
null
4
679
6
2020-04-15 15:21:39.155231
Poor
Yes
Weekly
House
1,740
4,296
37
Male
4,365
Divorced
1
Bachelor's
Unemployed
34.914359
Rural
Comprehensive
0
17
656
9
2024-07-22 15:21:39.278402
Poor
Yes
Weekly
House
374
4,297
19
Female
24,195
Single
2
PhD
Unemployed
18.915866
Suburban
Comprehensive
0
8
454
2
2022-03-18 15:21:39.155231
Good
No
Daily
House
1,037
4,298
19
Female
5,939
Married
3
PhD
Employed
null
Suburban
Comprehensive
2
18
836
3
2024-05-15 15:21:39.261856
Poor
No
Monthly
Apartment
1,755
4,299
63
Male
39,951
Married
null
Master's
Employed
16.944174
Suburban
Premium
null
8
709
9
2023-02-07 15:21:39.080184
Average
Yes
Monthly
House
1,863