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
13,100
64
Female
474
Married
0
High School
Unemployed
48.889995
Rural
Premium
2
16
647
6
2022-08-04 15:21:39.155231
Good
No
Daily
Condo
556
13,101
32
Male
93,978
Married
null
PhD
null
20.711127
Urban
Premium
2
10
511
9
2021-06-28 15:21:39.209847
null
No
Rarely
House
1,685
13,102
25
Female
45,043
Married
2
High School
Unemployed
20.979771
Rural
Comprehensive
null
5
470
5
2021-04-19 15:21:39.134960
Poor
No
Monthly
Condo
2,067
13,103
37
Male
42,760
Single
1
PhD
null
23.749411
Suburban
Basic
0
17
734
9
2022-11-30 15:21:39.170099
null
Yes
Monthly
Apartment
1,122
13,104
33
Male
40,930
Married
0
Master's
null
15.746505
Suburban
Basic
0
3
622
1
2024-04-21 15:21:39.144722
Good
No
Daily
House
3,350
13,105
54
Male
17,094
Divorced
0
Master's
null
51.828357
Rural
Comprehensive
2
10
657
4
2021-08-22 15:21:39.179186
Poor
Yes
Rarely
House
553
13,106
18
Female
65,308
Single
2
Bachelor's
Self-Employed
26.796816
Rural
Basic
0
3
321
2
2019-11-29 15:21:39.199447
Poor
Yes
Weekly
House
559
13,107
59
Male
6,430
Single
4
High School
null
19.482469
Suburban
Basic
null
18
530
3
2022-01-27 15:21:39.180553
Poor
No
Rarely
Apartment
2,695
13,108
36
Male
33,519
Married
3
Master's
Unemployed
8.792917
Suburban
Comprehensive
2
9
769
7
2024-06-26 15:21:39.106582
Poor
No
Monthly
Apartment
591
13,109
63
Male
21,278
Single
3
Master's
Self-Employed
16.859647
Rural
Premium
null
13
523
5
2021-01-07 15:21:39.204790
Average
No
Rarely
Apartment
531
13,110
36
Female
44,215
Divorced
3
High School
Self-Employed
17.924142
Rural
Basic
0
4
309
5
2024-02-16 15:21:39.148733
Poor
Yes
Rarely
Condo
2,285
13,111
58
Male
16,102
Married
1
High School
Employed
null
Urban
Premium
0
15
837
4
2021-06-16 15:21:39.079128
Good
Yes
Daily
Apartment
28
13,112
19
Female
6,872
Divorced
3
High School
null
8.887946
Urban
Comprehensive
null
15
745
9
2022-12-28 15:21:39.253660
Poor
No
Monthly
House
3,247
13,113
38
Male
17,071
Divorced
4
Bachelor's
null
24.154927
Urban
Comprehensive
0
16
552
9
2023-12-23 15:21:39.155231
Good
Yes
Monthly
Condo
816
13,114
51
Male
43,938
Single
1
PhD
Self-Employed
34.71189
Rural
Basic
1
16
677
8
2019-12-13 15:21:39.237118
Good
No
Weekly
Condo
609
13,115
61
Male
41,002
Married
4
High School
null
26.857875
Urban
Comprehensive
1
7
null
9
2022-06-13 15:21:39.266452
Average
Yes
Monthly
House
50
13,116
59
Female
null
Married
3
Bachelor's
Employed
21.936346
Suburban
Comprehensive
null
16
367
2
2022-08-17 15:21:39.134960
Good
No
Monthly
House
605
13,117
46
Female
29,061
Divorced
0
High School
null
11.018921
Urban
Basic
4
17
634
1
2020-09-19 15:21:39.108562
Average
Yes
Monthly
Apartment
501
13,118
56
Female
74,823
Single
null
Bachelor's
null
null
Rural
Basic
3
5
849
5
2023-11-11 15:21:39.244069
Good
No
Daily
Condo
586
13,119
23
Female
6,964
Single
4
Master's
Self-Employed
9.845874
Urban
Basic
0
7
null
4
2022-02-03 15:21:39.190215
Poor
Yes
Weekly
Condo
331
13,120
60
Female
4,088
Divorced
4
PhD
Employed
33.56431
Urban
Comprehensive
2
15
538
5
2021-01-26 15:21:39.274993
Average
Yes
Rarely
House
789
13,121
27
Male
909
Married
4
Master's
null
41.835453
Suburban
Basic
1
19
646
1
2021-04-21 15:21:39.283783
Poor
No
Weekly
House
45
13,122
48
Male
38,693
Single
2
Master's
Self-Employed
31.945754
Urban
Premium
2
19
null
6
2020-12-27 15:21:39.252145
Average
Yes
Rarely
Condo
849
13,123
29
Female
12,843
Single
3
Bachelor's
null
29.924106
Urban
Comprehensive
1
12
683
6
2022-07-02 15:21:39.134960
Average
Yes
Daily
Apartment
1,586
13,124
19
Female
3,561
Divorced
3
PhD
Unemployed
4.852153
Urban
Basic
1
7
477
8
2022-09-28 15:21:39.261856
Poor
No
Rarely
Condo
2,411
13,125
42
Male
66,710
Divorced
2
High School
null
22.643634
Suburban
Basic
3
11
607
8
2020-06-29 15:21:39.223390
Good
No
Weekly
Apartment
119
13,126
41
Male
12,058
Divorced
null
Master's
Self-Employed
33.18365
Suburban
Premium
4
11
507
2
2023-09-24 15:21:39.221386
null
No
Rarely
Condo
539
13,127
56
Male
9,079
Single
2
High School
Self-Employed
15.872164
Urban
Premium
1
17
584
1
2024-06-19 15:21:39.134960
null
Yes
Weekly
House
111
13,128
22
Male
77,248
Single
2
Bachelor's
Self-Employed
47.566845
Suburban
Basic
null
10
507
9
2023-12-06 15:21:39.252145
Poor
Yes
Rarely
Condo
178
13,129
51
Female
20,649
Married
1
High School
null
44.946116
Urban
Basic
1
15
438
1
2021-10-19 15:21:39.151732
Poor
No
Rarely
Apartment
1,328
13,130
18
Male
10,791
Married
1
Master's
Unemployed
18.845979
Suburban
Basic
null
4
748
1
2024-04-06 15:21:39.107553
Poor
Yes
Monthly
House
1,273
13,131
50
Male
705
Divorced
2
Master's
null
11.566167
Suburban
Basic
0
10
789
3
2022-02-19 15:21:39.252145
Poor
No
Monthly
Condo
2,204
13,132
61
Female
27,382
null
3
High School
Self-Employed
null
Rural
Comprehensive
1
3
null
2
2022-08-18 15:21:39.126661
Average
Yes
Daily
Apartment
498
13,133
47
Female
27,003
Divorced
1
Master's
null
29.469023
Urban
Premium
1
3
547
8
2023-07-23 15:21:39.146733
Poor
Yes
Daily
Apartment
597
13,134
60
Female
16,894
Married
1
Master's
null
29.485702
Suburban
Premium
0
12
526
5
2019-10-12 15:21:39.209847
Poor
No
Monthly
House
1,802
13,135
53
Female
4,899
Divorced
0
High School
Self-Employed
47.814888
Suburban
Premium
null
4
383
7
2022-07-23 15:21:39.152732
Poor
No
Rarely
Condo
185
13,136
24
Female
17,095
Married
3
PhD
Employed
20.907737
Urban
Basic
0
7
547
2
2021-07-17 15:21:39.096739
Good
No
Weekly
Apartment
1,658
13,137
31
Male
11,580
Single
2
Master's
Self-Employed
18.947923
Urban
Comprehensive
1
18
505
9
2020-11-17 15:21:39.102694
Good
Yes
Daily
Apartment
731
13,138
57
Male
5,877
Single
2
High School
null
null
Urban
Comprehensive
null
1
722
3
2020-01-03 15:21:39.177724
Poor
Yes
Weekly
Apartment
849
13,139
32
Male
12,082
Married
0
Master's
null
26.241165
Urban
Basic
null
15
809
4
2021-01-28 15:21:39.248098
Average
Yes
Monthly
Apartment
759
13,140
52
Female
968
Divorced
4
Bachelor's
Employed
7.932809
Rural
Basic
0
16
460
9
2021-01-08 15:21:39.219432
Average
No
Weekly
House
1,439
13,141
54
Male
15,886
Divorced
2
PhD
Unemployed
29.945149
Rural
Premium
null
10
null
9
2022-04-26 15:21:39.155231
Good
No
Monthly
Condo
904
13,142
30
Male
45,357
Married
4
Bachelor's
null
37.989812
Urban
Premium
0
7
451
9
2021-10-05 15:21:39.217387
Good
No
Rarely
Apartment
2,598
13,143
51
Male
18,114
Divorced
0
High School
Employed
19.84936
Suburban
Basic
2
18
617
4
2022-07-30 15:21:39.192212
Average
Yes
Monthly
Apartment
769
13,144
44
Female
75,625
Divorced
1
Bachelor's
null
6.175571
Suburban
Basic
1
7
399
4
2024-07-10 15:21:39.134960
Average
No
Rarely
Apartment
495
13,145
45
Male
70,969
Divorced
0
Master's
Employed
13.926311
Suburban
Basic
0
14
437
3
2020-08-31 15:21:39.092127
Poor
No
Daily
House
2,295
13,146
46
Male
7,944
Divorced
4
High School
null
22.458977
Rural
Basic
2
19
603
5
2022-05-08 15:21:39.129190
Poor
No
Daily
Apartment
1,470
13,147
52
Female
29,648
Married
2
Master's
null
40.169839
Suburban
Comprehensive
0
19
460
9
2020-04-14 15:21:39.237118
Good
Yes
Rarely
Condo
695
13,148
18
Male
2,878
Divorced
4
Master's
null
null
Rural
Comprehensive
1
18
534
6
2023-04-25 15:21:39.250151
Good
Yes
Monthly
House
598
13,149
32
Male
17,077
Single
4
Bachelor's
Employed
32.837474
Rural
Comprehensive
0
19
null
9
2022-04-13 15:21:39.256696
Poor
No
Monthly
House
602
13,150
20
Male
5,737
Divorced
2
High School
Unemployed
22.083382
Suburban
Premium
0
9
null
7
2022-11-15 15:21:39.134960
Good
No
Weekly
Apartment
825
13,151
29
Female
39,315
Married
2
High School
Self-Employed
12.681257
Rural
Basic
2
11
476
2
2020-11-10 15:21:39.111551
Good
No
Weekly
Apartment
1,653
13,152
26
Female
19,605
Married
null
Bachelor's
Self-Employed
7.366521
Rural
Premium
1
1
561
8
2020-09-20 15:21:39.155231
Poor
Yes
Rarely
Condo
663
13,153
32
Male
16,227
Married
2
High School
Self-Employed
25.14747
Rural
Basic
2
4
null
9
2020-12-16 15:21:39.134960
Good
No
Rarely
Condo
4,164
13,154
61
Female
88,523
Divorced
0
PhD
Unemployed
39.703746
Suburban
Premium
1
10
411
2
2022-08-27 15:21:39.155231
Average
Yes
Weekly
Apartment
633
13,155
52
Female
18,505
Single
3
Bachelor's
null
34.569324
Suburban
Premium
1
11
699
2
2023-06-25 15:21:39.181605
Average
No
Rarely
Apartment
1,855
13,156
19
Female
23,925
Married
3
High School
Self-Employed
6.327724
Rural
Comprehensive
2
14
null
5
2023-01-28 15:21:39.134960
Poor
Yes
Weekly
Apartment
434
13,157
44
Female
123,824
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
14
821
2
2022-05-07 15:21:39.079128
Poor
No
Daily
Condo
101
13,158
32
Male
53,519
Married
1
Bachelor's
null
27.934259
Suburban
Comprehensive
null
0
696
4
2022-11-27 15:21:39.237118
Poor
No
Monthly
House
311
13,159
57
Male
58,222
Single
2
Bachelor's
Employed
52.246575
Rural
Basic
2
14
590
7
2020-06-01 15:21:39.096739
Good
No
Rarely
Condo
2,973
13,160
21
Female
4,263
Married
3
PhD
Unemployed
31.964197
Rural
Comprehensive
null
18
478
3
2020-02-17 15:21:39.128286
Good
No
Weekly
House
3,262
13,161
41
Female
33,467
Married
4
PhD
Self-Employed
28.719316
Urban
Premium
2
7
672
6
2020-02-27 15:21:39.188220
Average
Yes
Weekly
Apartment
677
13,162
41
Male
11,160
Single
4
Bachelor's
Unemployed
35.064412
Suburban
Premium
1
13
740
6
2023-03-10 15:21:39.185215
Poor
No
Daily
Condo
1,041
13,163
40
Male
20,495
Divorced
2
High School
null
18.716267
Urban
Comprehensive
2
17
495
2
2021-05-24 15:21:39.244069
Poor
No
Rarely
House
631
13,164
20
Female
72,410
Divorced
1
High School
Unemployed
30.501329
Suburban
Premium
3
3
577
9
2020-04-13 15:21:39.155231
null
No
Monthly
House
130
13,165
61
Male
14,085
Married
0
PhD
Self-Employed
38.834301
Rural
Basic
1
9
791
3
2020-05-26 15:21:39.237118
Poor
No
Rarely
Condo
549
13,166
37
Female
42,623
Married
3
Master's
Employed
27.812674
Rural
Basic
0
13
null
9
2023-06-26 15:21:39.228521
Poor
No
Monthly
Apartment
274
13,167
40
Female
20,870
Married
4
Master's
null
12.926537
Suburban
Basic
null
19
749
1
2022-05-28 15:21:39.134960
Average
Yes
Daily
Apartment
928
13,168
57
Male
2,399
Single
null
High School
null
20.69699
Urban
Premium
2
19
642
4
2023-10-24 15:21:39.082499
Good
Yes
Daily
Condo
1,116
13,169
45
Male
20,963
Married
4
Bachelor's
Employed
24.924652
Suburban
Basic
null
7
582
5
2020-10-23 15:21:39.245086
Average
Yes
Monthly
Apartment
2,476
13,170
38
Male
87,050
Married
1
PhD
null
49.264914
Suburban
Comprehensive
1
5
713
8
2023-03-19 15:21:39.102694
Good
No
Daily
Condo
2,133
13,171
27
Male
44,334
Divorced
2
PhD
Employed
13.377713
Suburban
Comprehensive
null
2
657
5
2020-09-30 15:21:39.126661
Average
Yes
Weekly
House
1,178
13,172
39
Female
18,114
Married
0
Bachelor's
Employed
14.51473
Rural
Comprehensive
3
18
444
2
2020-11-02 15:21:39.150730
null
Yes
Daily
Apartment
1,194
13,173
50
Male
143,775
Divorced
3
PhD
Unemployed
null
Rural
Comprehensive
2
4
null
9
2023-10-14 15:21:39.095696
Good
Yes
Monthly
Apartment
1,407
13,174
33
Male
36,897
Married
3
Master's
null
19.635639
Rural
Comprehensive
null
5
310
8
2022-04-12 15:21:39.171102
Poor
Yes
Daily
Condo
736
13,175
62
Male
64,418
Single
3
High School
null
30.725831
Rural
Basic
2
2
439
5
2022-11-01 15:21:39.285112
Poor
No
Weekly
House
925
13,176
55
Female
null
Married
2
Master's
Self-Employed
33.683008
Rural
Premium
0
0
688
9
2023-10-28 15:21:39.259788
Poor
Yes
Weekly
House
100
13,177
42
Male
20,984
Divorced
null
Master's
null
13.964009
Urban
Premium
1
6
571
2
2020-06-14 15:21:39.282785
Good
No
Monthly
Apartment
1,052
13,178
53
Male
10,963
Divorced
1
Master's
Self-Employed
16.256817
Suburban
Basic
null
10
743
4
2024-06-10 15:21:39.201446
Poor
No
Weekly
Apartment
757
13,179
56
Female
24,897
Divorced
2
PhD
Employed
28.769158
Urban
Basic
1
12
703
1
2019-10-27 15:21:39.166062
Good
Yes
Rarely
Apartment
930
13,180
42
Male
4,930
Single
3
PhD
Employed
22.068385
Urban
Basic
0
4
695
2
2022-02-20 15:21:39.214388
null
Yes
Monthly
Apartment
983
13,181
22
Male
15,280
Married
4
High School
null
24.358003
Urban
Basic
0
10
744
1
2023-07-17 15:21:39.237118
Average
Yes
Rarely
Condo
884
13,182
46
Male
102,846
Divorced
3
PhD
Employed
20.559821
Rural
Comprehensive
0
5
397
2
2022-06-05 15:21:39.288099
Average
No
Daily
House
494
13,183
41
Male
18,641
Divorced
2
High School
Employed
32.636612
Urban
Premium
2
14
452
9
2023-05-10 15:21:39.225916
Poor
No
Weekly
House
581
13,184
36
Male
54,200
Single
1
PhD
Employed
36.917509
Rural
Basic
null
0
408
8
2019-09-29 15:21:39.237118
Average
No
Weekly
Condo
1,173
13,185
60
Male
61,261
Married
0
Bachelor's
Employed
22.231646
Urban
Comprehensive
null
11
432
4
2021-12-22 15:21:39.134960
Good
No
Monthly
House
1,290
13,186
18
Female
40,263
Divorced
4
High School
null
40.848907
Rural
Premium
null
11
344
6
2021-03-18 15:21:39.176717
Good
Yes
Monthly
Condo
1,002
13,187
24
Male
21,438
Married
3
High School
null
14.928201
Rural
Premium
0
17
null
2
2021-04-05 15:21:39.265513
Average
No
Daily
Condo
648
13,188
33
Male
81,563
Divorced
4
Master's
null
38.848009
Urban
Basic
null
10
434
4
2021-12-20 15:21:39.126661
Poor
Yes
Weekly
Condo
828
13,189
41
Male
26,681
Divorced
1
Bachelor's
Employed
18.809631
Urban
Premium
3
16
476
7
2021-09-05 15:21:39.221386
Poor
Yes
Daily
Condo
544
13,190
25
Female
14,081
Divorced
3
Bachelor's
null
29.908372
Urban
Basic
1
6
657
7
2023-07-16 15:21:39.187211
Poor
Yes
Weekly
House
478
13,191
53
Female
4,907
Married
null
PhD
null
45.011184
Suburban
Comprehensive
null
7
495
4
2020-05-28 15:21:39.222387
Average
No
Daily
House
1,784
13,192
23
Male
14,071
Married
1
Bachelor's
Self-Employed
9.353897
Urban
Comprehensive
1
8
null
4
2021-11-03 15:21:39.134960
Poor
Yes
Daily
Condo
652
13,193
64
Male
43,938
Married
0
High School
Self-Employed
13.09869
Urban
Basic
0
0
null
5
2020-09-09 15:21:39.192212
Good
No
Monthly
House
763
13,194
38
Female
10,069
Married
1
PhD
Unemployed
26.967331
Suburban
Comprehensive
0
18
739
2
2021-01-23 15:21:39.237118
Good
Yes
Monthly
House
1,145
13,195
35
Female
28,868
Divorced
2
Master's
Self-Employed
36.311815
Urban
Comprehensive
2
9
347
1
2021-12-13 15:21:39.185215
Average
Yes
Rarely
House
977
13,196
62
Male
11,761
Married
1
PhD
Unemployed
17.553611
Suburban
Premium
0
18
null
6
2023-04-27 15:21:39.221386
Good
Yes
Daily
Apartment
2,141
13,197
31
Male
43,912
Single
null
Master's
null
null
Rural
Basic
0
15
770
4
2021-03-25 15:21:39.267454
Average
Yes
Monthly
Apartment
656
13,198
33
Female
11,777
Single
3
High School
Employed
26.919995
Urban
Basic
null
17
null
2
2023-08-14 15:21:39.254678
Average
No
Rarely
Apartment
618
13,199
39
Female
53,158
Married
null
Master's
Self-Employed
38.241829
Urban
Premium
null
10
402
3
2020-06-04 15:21:39.134960
Good
Yes
Monthly
House
328