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
1,186,100
34
Female
14,724
Single
4
High School
Unemployed
33.814128
Suburban
Premium
null
6
707
9
2023-06-18 15:21:39.093681
Average
Yes
Rarely
Apartment
133
1,186,101
31
Male
51,939
Divorced
0
High School
Employed
16.096048
Urban
Premium
null
7
453
9
2022-05-17 15:21:39.186212
Poor
Yes
Weekly
House
3,356
1,186,102
63
Female
39,058
Single
0
Bachelor's
Employed
18.348976
Rural
Basic
0
6
734
4
2021-04-07 15:21:39.134960
Average
No
Daily
House
1,442
1,186,103
63
Male
30,650
Single
2
PhD
null
25.049607
Rural
Comprehensive
1
10
null
9
2020-02-06 15:21:39.194829
Poor
Yes
Daily
Apartment
1,211
1,186,104
50
Male
38,324
Married
4
Bachelor's
null
20.275345
Rural
Comprehensive
0
5
411
9
2020-06-02 15:21:39.134960
Average
Yes
Weekly
Apartment
1,866
1,186,105
64
Female
20,931
Divorced
4
Master's
Self-Employed
3.827956
Rural
Comprehensive
1
8
613
9
2021-06-09 15:21:39.091080
Average
No
Weekly
House
595
1,186,106
47
Female
28,265
Divorced
1
High School
Employed
23.556889
Rural
Basic
1
16
304
4
2020-09-22 15:21:39.117183
Poor
Yes
Daily
House
681
1,186,107
31
Female
34,094
Married
4
Bachelor's
null
37.508507
Rural
Premium
null
11
841
9
2022-07-12 15:21:39.092127
Poor
Yes
Monthly
House
41
1,186,108
63
Male
52,748
Divorced
1
Bachelor's
null
21.447208
Rural
Comprehensive
null
17
363
6
2022-07-27 15:21:39.276901
Average
No
Monthly
Condo
488
1,186,109
38
Female
24,865
Married
null
Master's
null
32.571377
Urban
Basic
null
8
null
1
2022-04-26 15:21:39.205850
Poor
Yes
Weekly
Condo
513
1,186,110
62
Female
38,362
Married
null
Bachelor's
Self-Employed
19.325918
Suburban
Comprehensive
null
4
null
1
2023-11-07 15:21:39.091080
Average
Yes
Monthly
Apartment
1,044
1,186,111
43
Female
18,447
Single
2
High School
Unemployed
49.726245
Rural
Comprehensive
1
10
493
8
2024-08-06 15:21:39.237118
Average
Yes
Daily
House
2,903
1,186,112
20
Male
1,612
Divorced
4
Bachelor's
null
32.671537
Urban
Premium
2
4
462
5
2021-06-29 15:21:39.223390
Average
Yes
Monthly
Condo
1,423
1,186,113
36
Female
39,718
Divorced
null
Master's
Unemployed
17.183616
Urban
Premium
0
14
null
5
2022-01-14 15:21:39.269494
Poor
Yes
Daily
Apartment
1,180
1,186,114
53
Male
4,870
Single
3
PhD
null
50.816283
Suburban
Basic
0
15
699
1
2024-07-10 15:21:39.134960
Poor
No
Daily
House
20
1,186,115
23
Male
67,162
Married
2
Bachelor's
Self-Employed
15.382229
Suburban
Comprehensive
1
6
441
3
2020-09-16 15:21:39.129190
Poor
No
Monthly
House
269
1,186,116
18
Male
16,016
Single
1
Bachelor's
Employed
17.965984
Rural
Premium
0
9
444
2
2021-03-12 15:21:39.134960
Good
No
Daily
House
171
1,186,117
21
Female
14,894
Married
0
High School
Employed
14.722892
Suburban
Comprehensive
null
0
636
2
2022-09-28 15:21:39.155231
Good
Yes
Weekly
Apartment
577
1,186,118
56
Female
18,472
Single
1
PhD
Self-Employed
14.881487
Rural
Comprehensive
null
14
704
3
2021-04-07 15:21:39.155231
Average
Yes
Daily
House
1,091
1,186,119
54
Female
12,566
null
4
PhD
Self-Employed
23.275901
Urban
Premium
2
17
496
9
2023-06-28 15:21:39.143708
null
Yes
Rarely
Apartment
827
1,186,120
37
Male
63,791
Divorced
3
Bachelor's
Employed
14.341885
Suburban
Comprehensive
1
5
554
7
2022-05-14 15:21:39.124659
Poor
Yes
Weekly
Apartment
207
1,186,121
34
Female
3,279
Married
2
High School
Self-Employed
24.783321
Urban
Basic
2
19
523
7
2020-04-11 15:21:39.173834
Good
Yes
Daily
House
907
1,186,122
33
Female
18,051
Divorced
2
Master's
Unemployed
46.142715
Rural
Comprehensive
1
4
null
5
2020-07-26 15:21:39.261856
Average
Yes
Monthly
House
1,421
1,186,123
60
Male
8,073
Divorced
4
Master's
Unemployed
30.947142
Rural
Comprehensive
null
17
null
3
2021-04-06 15:21:39.134960
Poor
Yes
Rarely
House
1,319
1,186,124
57
Female
38,782
Married
1
High School
Self-Employed
null
Urban
Comprehensive
3
17
633
8
2023-06-01 15:21:39.155061
Average
No
Weekly
House
1,633
1,186,125
50
Female
6,460
Married
1
Bachelor's
null
30.27501
Suburban
Comprehensive
1
9
790
6
2020-07-07 15:21:39.278402
Good
Yes
Daily
Condo
2,174
1,186,126
37
Male
61,631
Single
null
Bachelor's
null
13.534995
Suburban
Premium
null
8
431
9
2022-09-17 15:21:39.134960
Poor
No
Rarely
House
835
1,186,127
22
Male
130,117
Married
2
Master's
null
7.988872
Suburban
Premium
0
6
411
3
2019-09-02 15:21:39.194829
Poor
No
Rarely
Condo
2,659
1,186,128
54
Female
27,998
Divorced
3
Master's
Unemployed
30.811652
Urban
Premium
3
13
690
9
2024-07-19 15:21:39.237118
Average
Yes
Daily
Apartment
2,796
1,186,129
24
Male
31,003
Divorced
null
High School
Self-Employed
12.803624
Urban
Basic
0
4
null
2
2022-05-23 15:21:39.287115
Poor
No
Monthly
Apartment
3,461
1,186,130
53
Female
3,565
Single
null
PhD
null
3.954148
Urban
Comprehensive
null
2
781
6
2020-09-24 15:21:39.172097
null
No
Rarely
Apartment
868
1,186,131
32
Female
17,140
Single
2
PhD
Employed
16.895406
Suburban
Comprehensive
1
3
769
6
2020-09-02 15:21:39.237118
Good
No
Weekly
Apartment
119
1,186,132
20
Female
802
Single
2
Master's
Employed
12.945268
Suburban
Premium
1
17
463
3
2021-02-23 15:21:39.188220
Poor
No
Weekly
House
729
1,186,133
54
Female
22,114
Divorced
0
High School
Unemployed
17.088302
Suburban
Basic
2
5
null
7
2021-01-24 15:21:39.147735
Good
Yes
Monthly
Apartment
2,556
1,186,134
37
Male
6,938
Single
0
PhD
null
38.753096
Urban
Comprehensive
null
8
675
9
2020-11-16 15:21:39.180553
Good
No
Rarely
Apartment
214
1,186,135
32
Female
1,496
Married
2
PhD
null
18.165219
Urban
Premium
0
19
830
9
2022-01-03 15:21:39.105504
Poor
Yes
Weekly
House
253
1,186,136
35
Male
97,518
Single
4
Master's
Employed
32.243537
Urban
Basic
2
18
517
3
2022-02-01 15:21:39.186212
Good
Yes
Weekly
Apartment
1,841
1,186,137
59
Male
8,907
Married
0
Master's
Self-Employed
30.879269
Urban
Comprehensive
1
13
581
8
2024-02-18 15:21:39.229482
Average
Yes
Daily
Condo
942
1,186,138
57
Female
39,224
Divorced
3
Master's
Self-Employed
null
Rural
Premium
1
15
642
8
2023-06-17 15:21:39.093681
Good
No
Rarely
Apartment
523
1,186,139
26
Female
637
Single
2
Bachelor's
Employed
43.163934
Rural
Comprehensive
1
0
439
5
2022-07-29 15:21:39.132191
Poor
No
Daily
House
1,591
1,186,140
39
Female
50,586
Married
0
Master's
Self-Employed
16.420192
Urban
Basic
2
4
648
2
2022-05-30 15:21:39.143708
Poor
No
Monthly
House
3,081
1,186,141
36
Female
6,862
Single
2
High School
Self-Employed
32.586928
Rural
Premium
null
17
615
3
2020-07-14 15:21:39.079128
Poor
No
Weekly
House
2,476
1,186,142
37
Male
43,744
Single
0
Bachelor's
Self-Employed
21.938556
Suburban
Comprehensive
0
5
null
9
2021-04-13 15:21:39.097737
Poor
Yes
Daily
Apartment
1,689
1,186,143
42
Male
79,015
Married
4
Bachelor's
Unemployed
22.095246
Suburban
Basic
null
16
316
2
2019-08-17 15:21:39.116179
Poor
No
Rarely
House
809
1,186,144
29
Female
24,991
Divorced
3
Bachelor's
null
28.129351
Suburban
Basic
2
11
364
9
2024-03-07 15:21:39.186212
Poor
No
Rarely
House
981
1,186,145
51
Female
25,679
Divorced
2
High School
null
42.719684
Urban
Premium
1
4
639
3
2020-08-17 15:21:39.121169
Good
Yes
Weekly
Condo
1,314
1,186,146
60
Male
16,069
Divorced
0
Master's
Unemployed
25.738017
Suburban
Basic
1
19
null
4
2023-11-03 15:21:39.191219
Poor
Yes
Weekly
Condo
1,038
1,186,147
59
Female
70,440
Divorced
1
PhD
Unemployed
13.547231
Urban
Comprehensive
null
19
485
8
2021-09-12 15:21:39.087123
Average
Yes
Monthly
House
138
1,186,148
42
Female
93,510
Divorced
3
Master's
null
16.255731
Suburban
Comprehensive
0
3
502
3
2020-12-10 15:21:39.260856
Good
Yes
Daily
Apartment
2,353
1,186,149
50
Male
2,323
Single
0
Bachelor's
Self-Employed
37.624891
Rural
Comprehensive
0
13
646
7
2022-06-21 15:21:39.260856
null
No
Weekly
House
549
1,186,150
60
Male
4,613
Married
1
Bachelor's
Employed
48.45603
Suburban
Premium
null
10
636
3
2021-08-28 15:21:39.223390
Average
Yes
Weekly
Condo
30
1,186,151
51
Female
34,117
Married
2
Master's
Self-Employed
32.283786
Rural
Premium
0
5
795
4
2024-06-14 15:21:39.150730
Poor
No
Weekly
Condo
1,127
1,186,152
28
Male
39,083
Divorced
0
Master's
Unemployed
20.161316
Rural
Comprehensive
1
8
441
1
2021-01-12 15:21:39.134960
Good
Yes
Daily
House
338
1,186,153
null
Female
10,001
Divorced
2
Bachelor's
null
13.95916
Suburban
Premium
1
14
475
5
2022-10-30 15:21:39.122134
Average
No
Daily
Apartment
607
1,186,154
52
Male
null
Single
2
PhD
Self-Employed
39.934355
Suburban
Basic
3
16
562
7
2021-07-17 15:21:39.259788
Good
Yes
Rarely
Apartment
2,104
1,186,155
51
Female
6,912
Divorced
3
Master's
null
50.812641
Rural
Premium
1
7
313
4
2019-12-04 15:21:39.151732
Poor
No
Daily
House
2,075
1,186,156
23
Female
46,279
Married
3
PhD
Self-Employed
40.658049
Urban
Basic
0
11
null
3
2024-08-04 15:21:39.252145
Good
Yes
Monthly
House
45
1,186,157
63
Male
null
Divorced
0
Master's
Self-Employed
12.790888
Rural
Premium
1
16
664
1
2023-02-02 15:21:39.283783
Average
No
Rarely
Condo
211
1,186,158
58
Female
10,124
Divorced
2
Bachelor's
null
28.264041
Rural
Premium
1
14
541
8
2019-12-14 15:21:39.247098
Average
No
Rarely
Apartment
1,772
1,186,159
32
Female
25,292
Single
0
Bachelor's
null
41.384776
Urban
Basic
2
15
586
2
2019-08-18 15:21:39.090124
Good
No
Weekly
Apartment
2,059
1,186,160
35
Female
29,585
Single
4
High School
Self-Employed
33.787922
Rural
Premium
0
5
704
2
2021-11-01 15:21:39.290098
Poor
No
Weekly
Apartment
691
1,186,161
27
Male
37,984
null
4
High School
Employed
15.08214
Suburban
Premium
1
15
319
4
2022-06-10 15:21:39.155231
Poor
No
Rarely
Condo
1,786
1,186,162
50
Male
17,053
Married
0
High School
Self-Employed
36.430971
Suburban
Comprehensive
1
4
783
4
2021-04-04 15:21:39.149731
Average
No
Monthly
Apartment
704
1,186,163
58
Male
1,016
Divorced
0
Master's
Self-Employed
22.818583
Suburban
Premium
null
3
584
2
2020-07-10 15:21:39.167099
Poor
No
Rarely
House
2,084
1,186,164
32
Female
17,091
Single
4
High School
Self-Employed
43.935623
Suburban
Premium
1
7
615
4
2022-08-03 15:21:39.279729
Poor
No
Weekly
House
562
1,186,165
29
Female
14,892
Divorced
0
Bachelor's
Unemployed
40.822999
Urban
Basic
null
10
736
1
2021-08-27 15:21:39.270454
Average
No
Rarely
House
320
1,186,166
55
Female
59,051
Married
0
High School
null
32.717573
Urban
Basic
null
3
335
5
2019-11-04 15:21:39.134960
Average
Yes
Weekly
Apartment
824
1,186,167
58
Male
44,765
Married
4
PhD
Self-Employed
null
Urban
Comprehensive
1
2
626
2
2020-11-27 15:21:39.096739
Poor
Yes
Daily
Apartment
838
1,186,168
20
Female
1,038
Single
3
Master's
null
31.746807
Suburban
Basic
null
0
518
9
2024-02-25 15:21:39.155231
null
Yes
Daily
Apartment
632
1,186,169
59
Female
29,077
Divorced
0
High School
Unemployed
19.270221
Suburban
Basic
null
15
null
5
2024-05-13 15:21:39.226954
Average
No
Rarely
Condo
755
1,186,170
24
Male
66,780
Married
0
High School
Unemployed
null
Rural
Premium
2
19
823
8
2024-04-03 15:21:39.095696
Poor
Yes
Weekly
House
3,341
1,186,171
45
Male
20,231
Married
4
Master's
Self-Employed
32.594316
Urban
Premium
0
17
801
3
2024-07-21 15:21:39.256696
Average
No
Daily
Apartment
1,317
1,186,172
57
Female
3,033
Divorced
0
High School
Employed
25.979589
Rural
Premium
null
16
522
4
2020-03-25 15:21:39.134960
Good
Yes
Monthly
House
2,447
1,186,173
27
Male
5,927
Single
2
Master's
Employed
3.769603
Rural
Comprehensive
null
1
548
6
2020-02-04 15:21:39.081504
Average
Yes
Rarely
Condo
393
1,186,174
19
Male
3,738
Single
2
PhD
null
22.622884
Rural
Comprehensive
null
5
845
5
2022-05-24 15:21:39.226954
Average
Yes
Rarely
House
3,733
1,186,175
48
Female
6,831
Single
0
Bachelor's
Self-Employed
5.552873
Suburban
Basic
2
15
null
1
2019-10-29 15:21:39.220389
Average
No
Weekly
House
347
1,186,176
19
Female
125,425
Married
null
High School
Employed
36.953325
Rural
Premium
0
16
null
4
2024-07-07 15:21:39.252145
null
Yes
Daily
Condo
72
1,186,177
45
Female
26,889
Married
2
Bachelor's
Employed
50.797959
Rural
Basic
4
18
666
2
2021-11-21 15:21:39.286113
Good
Yes
Daily
House
1,558
1,186,178
31
Male
30,831
Married
4
PhD
null
40.098032
Suburban
Premium
0
2
null
6
2022-04-13 15:21:39.197445
Average
Yes
Monthly
Condo
74
1,186,179
40
Male
3,997
Married
0
Master's
null
48.264564
Suburban
Comprehensive
null
18
734
7
2019-11-03 15:21:39.286113
Average
Yes
Daily
Apartment
1,761
1,186,180
46
Male
23,595
Single
3
High School
Unemployed
28.072529
Suburban
Comprehensive
0
0
521
9
2023-06-01 15:21:39.151732
Average
No
Weekly
House
3,299
1,186,181
18
Female
6,947
Single
2
High School
Employed
24.410469
Suburban
Comprehensive
1
2
584
6
2023-07-09 15:21:39.098696
Average
Yes
Weekly
Condo
557
1,186,182
30
Female
18,402
Divorced
3
Bachelor's
Employed
23.764429
Rural
Premium
null
7
569
2
2023-10-20 15:21:39.155231
Average
Yes
Weekly
House
787
1,186,183
47
Female
66,989
Single
0
Master's
null
5.443948
Suburban
Comprehensive
null
18
406
8
2019-10-18 15:21:39.237118
Good
Yes
Weekly
Apartment
744
1,186,184
54
Male
5,856
Divorced
0
PhD
null
7.819667
Urban
Basic
0
10
387
2
2022-06-18 15:21:39.237118
Good
Yes
Monthly
House
1,119
1,186,185
54
Male
8,094
Divorced
null
Bachelor's
Employed
21.606968
Urban
Basic
1
0
573
8
2023-11-11 15:21:39.155231
Poor
Yes
Weekly
Apartment
837
1,186,186
35
Male
121,145
Divorced
3
PhD
Self-Employed
23.94415
Rural
Premium
null
11
416
1
2021-11-05 15:21:39.147735
Poor
Yes
Monthly
Condo
548
1,186,187
63
Male
38,933
Married
1
PhD
Self-Employed
12.865462
Rural
Comprehensive
1
11
690
1
2022-12-02 15:21:39.130190
Poor
No
Monthly
Apartment
645
1,186,188
41
Female
118,059
Divorced
3
Bachelor's
Unemployed
3.604479
Rural
Comprehensive
1
6
332
1
2023-12-14 15:21:39.155231
Poor
No
Daily
House
2,266
1,186,189
59
Female
62,696
Divorced
0
High School
Unemployed
29.135675
Urban
Premium
0
2
751
8
2024-08-11 15:21:39.270454
Good
No
Rarely
House
119
1,186,190
36
Female
6,861
Single
0
Bachelor's
Unemployed
20.283537
Urban
Premium
null
11
581
6
2020-02-02 15:21:39.155231
Poor
No
Rarely
House
1,034
1,186,191
58
Female
39,766
Single
null
Bachelor's
Unemployed
22.826365
Urban
Premium
null
1
676
7
2023-06-19 15:21:39.094752
Good
No
Monthly
House
1,270
1,186,192
51
Male
83,797
Divorced
null
Master's
Self-Employed
25.27787
Suburban
Basic
2
5
578
9
2022-05-21 15:21:39.172097
Average
Yes
Weekly
House
2,058
1,186,193
32
Female
36,755
Married
1
Master's
Unemployed
13.96426
Urban
Premium
0
16
469
9
2023-06-19 15:21:39.147735
Poor
Yes
Daily
Condo
296
1,186,194
46
Female
4,431
null
3
PhD
Unemployed
18.253496
Suburban
Premium
5
17
559
7
2020-02-25 15:21:39.155231
Poor
Yes
Daily
Condo
744
1,186,195
38
Female
24,293
Single
null
Bachelor's
Employed
29.92237
Urban
Comprehensive
1
4
584
7
2020-04-22 15:21:39.272456
Average
No
Weekly
Condo
1,090
1,186,196
36
Male
2,876
Single
0
Bachelor's
Unemployed
35.914264
Rural
Comprehensive
3
16
653
1
2023-06-29 15:21:39.096739
Average
No
Daily
Condo
1,104
1,186,197
64
Male
17,999
Married
4
Master's
null
27.786935
Rural
Premium
1
11
782
4
2024-07-04 15:21:39.133866
Good
No
Weekly
Apartment
1,215
1,186,198
50
Female
488
Married
1
Master's
null
null
Urban
Premium
0
6
849
6
2023-05-19 15:21:39.171102
Good
Yes
Rarely
House
988
1,186,199
64
Male
1,139
Divorced
null
PhD
Employed
42.764428
Rural
Premium
1
19
310
1
2022-07-06 15:21:39.171102
Average
Yes
Monthly
Condo
86