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
1,183,100
37
Male
129,056
Divorced
1
PhD
Employed
40.834183
Urban
Basic
0
18
332
5
2020-04-20 15:21:39.099739
Average
Yes
Monthly
Apartment
932
1,183,101
34
Male
61,182
Single
1
Bachelor's
Self-Employed
40.892617
Rural
Basic
0
3
694
2
2023-05-18 15:21:39.155231
Good
No
Monthly
Apartment
48
1,183,102
18
Male
3,360
Divorced
3
PhD
null
24.914305
Suburban
Basic
2
7
473
8
2022-04-11 15:21:39.174719
Good
Yes
Monthly
Condo
705
1,183,103
23
Male
141,931
Single
3
Master's
Unemployed
41.556948
Rural
Comprehensive
0
9
393
1
2019-12-25 15:21:39.114118
Average
No
Rarely
Apartment
2,758
1,183,104
59
Male
46,115
Divorced
0
High School
Self-Employed
15.58482
Urban
Premium
0
12
742
6
2020-11-08 15:21:39.237118
null
No
Rarely
House
1,855
1,183,105
30
Male
15,774
Divorced
3
High School
null
38.187727
Suburban
Premium
0
0
641
6
2020-03-01 15:21:39.186212
Average
Yes
Rarely
House
513
1,183,106
53
Female
38,217
Divorced
2
Master's
Employed
15.843228
Rural
Premium
0
9
517
6
2020-06-01 15:21:39.086123
Poor
No
Weekly
House
2,467
1,183,107
58
Male
8,077
Single
null
Bachelor's
null
26.817335
Suburban
Premium
null
2
611
8
2020-08-27 15:21:39.094752
Poor
No
Rarely
House
668
1,183,108
26
Female
7,092
Married
2
Master's
null
40.273325
Urban
Comprehensive
0
2
407
9
2021-10-13 15:21:39.155231
Good
Yes
Rarely
Apartment
1,196
1,183,109
23
Male
35,054
Single
3
Bachelor's
Unemployed
24.88232
Suburban
Comprehensive
1
18
621
7
2021-11-28 15:21:39.230483
Poor
No
Weekly
Apartment
964
1,183,110
53
Female
4,079
Married
0
PhD
null
24.788348
Suburban
Premium
null
13
null
3
2023-01-07 15:21:39.134960
Poor
Yes
Rarely
Condo
282
1,183,111
45
Male
1,877
null
3
Master's
Employed
27.69302
Suburban
Premium
1
12
833
9
2023-12-11 15:21:39.237118
Good
Yes
Weekly
Condo
591
1,183,112
47
Female
9,097
Single
2
High School
null
13.17179
Urban
Comprehensive
0
16
576
2
2023-07-08 15:21:39.134960
Average
No
Daily
Condo
3,171
1,183,113
30
Male
55,876
Single
2
High School
null
51.926731
Suburban
Comprehensive
null
19
646
8
2021-01-03 15:21:39.145732
Poor
Yes
Daily
Apartment
2,214
1,183,114
61
Male
107,001
Divorced
4
High School
Employed
37.572535
Rural
Premium
0
10
314
6
2020-03-13 15:21:39.134960
Average
Yes
Monthly
Apartment
954
1,183,115
25
Male
56,312
Married
4
Master's
Unemployed
null
Rural
Comprehensive
0
6
382
3
2020-11-23 15:21:39.207847
Good
No
Weekly
Apartment
633
1,183,116
40
Male
6,939
Divorced
1
PhD
Self-Employed
28.059311
Suburban
Comprehensive
4
0
417
7
2020-10-10 15:21:39.279729
Good
No
Rarely
Condo
1,790
1,183,117
28
Female
44,217
Single
4
PhD
null
26.957145
Urban
Premium
2
4
705
4
2023-04-22 15:21:39.126661
Average
No
Rarely
Apartment
827
1,183,118
30
Male
5,983
Single
4
Bachelor's
null
22.844111
Suburban
Comprehensive
null
13
678
1
2021-01-09 15:21:39.097737
Good
No
Rarely
Apartment
622
1,183,119
42
Male
4,936
Divorced
3
High School
Self-Employed
22.81726
Rural
Comprehensive
1
2
703
3
2020-12-13 15:21:39.134960
null
No
Rarely
Apartment
557
1,183,120
54
Male
18,087
Single
2
High School
null
15.808971
Urban
Premium
1
10
652
5
2022-08-23 15:21:39.237118
Good
No
Weekly
Condo
464
1,183,121
38
Female
7,073
Single
3
High School
null
23.93517
Suburban
Basic
0
14
737
3
2024-02-19 15:21:39.188220
Good
No
Rarely
Apartment
1,078
1,183,122
41
Male
49,312
Divorced
2
High School
null
20.818653
Rural
Basic
2
9
744
5
2022-11-22 15:21:39.210805
Good
No
Rarely
Condo
102
1,183,123
32
Male
26,836
Divorced
0
PhD
Unemployed
39.567976
Urban
Basic
null
4
null
1
2020-10-25 15:21:39.177724
Average
No
Rarely
Condo
2,148
1,183,124
46
Female
27,862
Married
4
High School
Unemployed
41.55649
Urban
Basic
0
19
806
8
2020-05-25 15:21:39.290098
Good
No
Weekly
Apartment
28
1,183,125
20
Female
12,962
Single
4
Bachelor's
Unemployed
14.944146
Rural
Premium
2
6
521
7
2019-10-29 15:21:39.155231
Average
Yes
Daily
Apartment
912
1,183,126
42
Male
16,087
Single
0
PhD
Self-Employed
null
Urban
Basic
null
0
695
7
2022-04-30 15:21:39.134960
Average
Yes
Monthly
Condo
1,181
1,183,127
63
Female
34,369
Married
0
High School
null
9.241208
Urban
Basic
1
18
null
4
2024-07-23 15:21:39.265513
Poor
Yes
Rarely
Apartment
1,486
1,183,128
43
Female
33,001
Married
4
High School
Unemployed
22.484814
Suburban
Comprehensive
0
17
684
9
2024-03-12 15:21:39.134960
Average
Yes
Rarely
Condo
318
1,183,129
null
Female
64,592
Married
0
PhD
Employed
29.534183
Suburban
Basic
1
11
371
5
2023-10-20 15:21:39.094752
Poor
Yes
Daily
House
1,013
1,183,130
55
Male
3,613
Married
4
High School
Employed
3.914891
Suburban
Comprehensive
null
14
549
5
2019-10-12 15:21:39.194829
Good
No
Rarely
Apartment
946
1,183,131
40
Female
84
Single
4
Master's
null
14.948148
Rural
Premium
1
0
661
9
2019-12-12 15:21:39.095696
Good
Yes
Daily
House
109
1,183,132
48
Male
34,686
Divorced
null
Master's
Self-Employed
17.153207
Rural
Basic
3
14
586
9
2020-08-04 15:21:39.232526
Average
No
Rarely
Condo
3,247
1,183,133
37
Male
1,020
Single
0
High School
Self-Employed
null
Urban
Comprehensive
1
18
713
7
2022-02-06 15:21:39.102694
Good
No
Weekly
Condo
517
1,183,134
36
Female
7,805
Single
0
High School
Unemployed
21.096459
Rural
Comprehensive
null
2
416
9
2021-10-25 15:21:39.191219
Good
Yes
Monthly
Apartment
1,419
1,183,135
43
Female
74,961
Single
3
High School
Self-Employed
23.836641
Urban
Basic
2
13
null
5
2022-12-23 15:21:39.247098
Average
Yes
Rarely
Condo
281
1,183,136
46
Male
87,577
Married
1
Master's
Self-Employed
32.079568
Rural
Basic
null
3
449
7
2023-09-28 15:21:39.251142
Good
Yes
Weekly
House
49
1,183,137
48
Female
1,406
Single
null
Bachelor's
null
14.057732
Urban
Basic
0
12
482
9
2020-05-30 15:21:39.255696
Good
Yes
Monthly
Apartment
359
1,183,138
34
Male
28,776
Divorced
1
PhD
Self-Employed
13.176071
Suburban
Basic
0
11
462
7
2024-03-12 15:21:39.237118
Poor
Yes
Daily
House
538
1,183,139
57
Male
43,561
Married
0
High School
Unemployed
17.738101
Suburban
Comprehensive
2
15
536
1
2022-01-29 15:21:39.207847
Average
No
Monthly
Condo
577
1,183,140
56
Male
null
Single
2
Bachelor's
null
30.923994
Rural
Premium
2
4
399
3
2023-05-03 15:21:39.133866
Good
No
Weekly
Condo
996
1,183,141
51
Male
74,090
Married
4
Master's
null
11.923782
Suburban
Comprehensive
null
5
317
8
2022-12-09 15:21:39.196387
Good
Yes
Weekly
Condo
1,084
1,183,142
52
Female
9,091
Divorced
3
Bachelor's
null
5.079865
Urban
Comprehensive
null
17
840
8
2021-02-12 15:21:39.105504
Good
Yes
Rarely
House
959
1,183,143
22
Male
36,258
Married
null
Bachelor's
null
13.673837
Urban
Premium
2
7
614
2
2023-09-24 15:21:39.211806
null
Yes
Weekly
Condo
649
1,183,144
25
Male
11,986
Single
1
Bachelor's
Employed
50.92816
Urban
Basic
null
2
756
7
2020-04-05 15:21:39.251142
Poor
Yes
Daily
House
471
1,183,145
42
Female
633
Married
2
PhD
Self-Employed
31.811861
Rural
Basic
2
4
565
4
2021-07-18 15:21:39.271453
Good
Yes
Daily
House
1,514
1,183,146
62
Female
56,467
Divorced
null
High School
Self-Employed
15.674567
Suburban
Premium
null
5
387
5
2021-10-23 15:21:39.155231
Good
No
Weekly
House
803
1,183,147
30
Male
94,811
Married
4
PhD
Self-Employed
38.2734
Urban
Basic
1
15
553
9
2020-10-15 15:21:39.186212
Good
Yes
Weekly
Apartment
148
1,183,148
53
Male
80,950
Divorced
1
Master's
null
29.54781
Urban
Premium
null
5
438
5
2023-03-16 15:21:39.107553
null
No
Weekly
Apartment
1,256
1,183,149
31
Female
17,069
Married
1
High School
Self-Employed
21.509953
Rural
Comprehensive
0
0
679
6
2021-08-25 15:21:39.236064
Average
No
Rarely
Apartment
898
1,183,150
39
Male
11,854
Married
1
High School
null
18.939154
Urban
Premium
1
8
618
4
2022-03-22 15:21:39.197445
Good
No
Monthly
Apartment
587
1,183,151
22
Male
4,200
Divorced
2
Bachelor's
null
16.30296
Urban
Comprehensive
null
19
364
8
2021-04-21 15:21:39.237118
Average
Yes
Rarely
Apartment
322
1,183,152
27
Female
17,175
Single
0
Master's
Employed
18.948229
Suburban
Comprehensive
null
12
572
1
2021-03-25 15:21:39.126661
Average
No
Monthly
Condo
795
1,183,153
57
Female
35,139
Single
1
Bachelor's
Employed
12.423533
Suburban
Comprehensive
0
7
778
3
2023-02-13 15:21:39.134960
Average
Yes
Rarely
Apartment
30
1,183,154
40
Male
15,366
Married
2
Bachelor's
Self-Employed
34.822604
Urban
Basic
null
6
710
1
2023-06-12 15:21:39.231531
Poor
No
Monthly
House
130
1,183,155
33
Male
8,093
Married
0
Bachelor's
null
26.637797
Urban
Premium
0
17
786
1
2023-11-16 15:21:39.280784
Good
Yes
Weekly
Apartment
390
1,183,156
44
Female
25,011
Divorced
3
PhD
Self-Employed
42.120125
Rural
Premium
1
6
null
3
2020-01-06 15:21:39.085129
Poor
No
Monthly
Condo
1,025
1,183,157
28
Female
35,773
Married
4
Bachelor's
null
24.937173
Suburban
Comprehensive
2
0
539
9
2019-08-17 15:21:39.218388
Average
Yes
Monthly
House
396
1,183,158
62
Female
10,963
Married
4
Master's
Self-Employed
32.769246
Suburban
Comprehensive
1
18
651
6
2022-06-26 15:21:39.134960
Good
Yes
Weekly
Condo
597
1,183,159
64
Female
40,585
Married
2
Bachelor's
null
20.392507
Suburban
Comprehensive
0
6
721
7
2023-01-03 15:21:39.237118
Poor
Yes
Rarely
Condo
772
1,183,160
22
Female
1,692
Divorced
2
PhD
Employed
21.665413
Suburban
Premium
2
19
677
4
2020-09-23 15:21:39.110557
Poor
Yes
Rarely
Apartment
605
1,183,161
60
Male
144,823
Divorced
null
Bachelor's
Self-Employed
42.333977
Urban
Basic
0
10
null
5
2019-09-23 15:21:39.155231
null
No
Rarely
House
2,155
1,183,162
57
Female
26,140
Married
3
Bachelor's
Unemployed
19.948299
Suburban
Comprehensive
null
8
661
4
2021-05-25 15:21:39.246098
Average
No
Monthly
Apartment
44
1,183,163
40
Female
18,750
Single
4
Bachelor's
Self-Employed
21.695923
Urban
Basic
null
7
null
1
2021-02-24 15:21:39.145732
Average
Yes
Weekly
Apartment
24
1,183,164
45
Female
77,565
Married
0
Master's
Employed
15.513414
Suburban
Comprehensive
null
16
590
7
2023-09-04 15:21:39.186212
Average
No
Weekly
Condo
134
1,183,165
57
Male
15,562
Single
null
High School
null
20.365743
Urban
Premium
1
11
424
6
2020-03-04 15:21:39.250151
Poor
Yes
Weekly
Condo
979
1,183,166
39
Female
null
Divorced
3
Bachelor's
null
34.384028
Suburban
Basic
0
5
690
5
2020-09-16 15:21:39.180553
Average
No
Daily
Condo
150
1,183,167
47
Male
122,472
Single
0
Master's
Employed
20.716781
Urban
Premium
null
11
483
1
2023-04-18 15:21:39.092127
Good
No
Rarely
Condo
2,140
1,183,168
49
Male
1,571
Married
0
PhD
Unemployed
12.443207
Urban
Comprehensive
1
1
741
3
2021-11-05 15:21:39.126661
Poor
No
Weekly
Apartment
2,143
1,183,169
57
Male
10,091
Married
2
High School
Employed
38.947415
Urban
Comprehensive
1
5
794
7
2020-07-19 15:21:39.237118
Average
No
Daily
House
2,938
1,183,170
42
Male
18,061
Single
2
PhD
Employed
42.753465
Suburban
Basic
2
10
780
7
2021-12-13 15:21:39.198406
Poor
No
Weekly
Apartment
2,376
1,183,171
57
Male
87,564
Single
3
Bachelor's
Unemployed
21.93868
Suburban
Comprehensive
2
17
768
1
2021-10-09 15:21:39.283783
Average
No
Daily
Condo
369
1,183,172
53
Female
44,880
Single
0
Master's
Self-Employed
30.967633
Urban
Premium
null
19
null
3
2022-12-25 15:21:39.274993
Average
Yes
Daily
House
1,057
1,183,173
45
Female
115
Divorced
1
Bachelor's
Unemployed
24.265538
Suburban
Premium
1
0
464
3
2021-07-26 15:21:39.218388
Average
Yes
Monthly
House
853
1,183,174
35
Female
30,983
Divorced
4
Bachelor's
Unemployed
null
Rural
Premium
null
5
661
6
2023-04-27 15:21:39.237118
Poor
Yes
Rarely
Apartment
532
1,183,175
43
Female
35,358
Married
0
High School
Employed
22.937885
Suburban
Basic
null
9
null
9
2020-08-24 15:21:39.216387
Poor
No
Rarely
House
1,232
1,183,176
22
Female
25,211
Divorced
4
Master's
null
16.324419
Rural
Comprehensive
2
6
665
1
2022-03-18 15:21:39.134960
Poor
Yes
Monthly
Condo
693
1,183,177
45
Female
null
Divorced
3
High School
Employed
29.483589
Urban
Comprehensive
0
1
719
7
2020-08-13 15:21:39.155231
null
Yes
Weekly
Condo
2,344
1,183,178
58
Male
5,817
Single
1
PhD
Unemployed
16.354965
Rural
Basic
1
16
613
5
2021-08-14 15:21:39.134960
Average
No
Daily
Condo
1,604
1,183,179
18
Female
5,933
Married
1
PhD
null
7.884791
Urban
Premium
0
2
538
6
2021-02-28 15:21:39.180553
Average
Yes
Monthly
Apartment
1,359
1,183,180
53
Female
5,983
Single
2
PhD
Employed
10.766639
Urban
Premium
1
7
609
2
2023-05-31 15:21:39.272456
Average
Yes
Daily
Apartment
356
1,183,181
27
Female
1,613
Married
2
High School
Self-Employed
35.171473
Suburban
Comprehensive
null
12
543
2
2019-08-25 15:21:39.270454
null
Yes
Monthly
Apartment
1,813
1,183,182
49
Female
11,223
Divorced
null
Master's
Unemployed
19.504057
Suburban
Basic
1
5
615
4
2021-01-13 15:21:39.145732
Good
Yes
Weekly
Apartment
1,165
1,183,183
26
Female
11,114
Married
4
High School
Self-Employed
3.839375
Rural
Basic
1
16
434
8
2020-11-16 15:21:39.149731
Average
Yes
Rarely
Apartment
717
1,183,184
30
Male
7,577
Married
0
Master's
Employed
15.260087
Suburban
Premium
0
8
849
3
2023-06-16 15:21:39.274993
Average
Yes
Monthly
House
1,828
1,183,185
57
Female
3,813
Married
4
High School
Unemployed
23.804154
Rural
Basic
null
7
835
2
2020-11-10 15:21:39.237118
Good
Yes
Daily
Condo
2,136
1,183,186
46
Male
1,025
Divorced
0
Bachelor's
null
11.128842
Urban
Comprehensive
0
10
691
7
2021-08-03 15:21:39.256696
Average
No
Daily
Apartment
145
1,183,187
36
Female
53,986
Single
4
Bachelor's
Self-Employed
29.757034
Suburban
Premium
0
1
509
8
2021-03-20 15:21:39.134960
Good
Yes
Weekly
House
28
1,183,188
28
Male
30,779
Single
2
Bachelor's
null
21.024823
Urban
Comprehensive
1
11
379
6
2020-05-04 15:21:39.097737
Average
No
Daily
House
713
1,183,189
39
Male
68,864
Divorced
2
High School
Unemployed
6.090163
Urban
Comprehensive
null
4
591
9
2020-01-14 15:21:39.246098
Poor
No
Weekly
Condo
373
1,183,190
52
Male
71,922
Divorced
3
Bachelor's
Unemployed
23.036869
Suburban
Premium
0
8
327
6
2024-05-18 15:21:39.155231
Poor
Yes
Daily
House
1,017
1,183,191
57
Female
108,547
Divorced
1
Bachelor's
Employed
18.791533
Urban
Comprehensive
2
3
830
3
2024-05-07 15:21:39.231531
Poor
No
Rarely
House
2,159
1,183,192
61
Female
41,003
Divorced
1
High School
Self-Employed
50.523637
Urban
Premium
0
11
636
1
2023-03-24 15:21:39.237118
Poor
Yes
Daily
House
802
1,183,193
49
Female
26,604
Divorced
0
Master's
Unemployed
31.903121
Urban
Premium
null
5
382
3
2020-12-07 15:21:39.155231
null
No
Weekly
Condo
2,226
1,183,194
20
Female
709
Single
0
Bachelor's
Unemployed
13.597578
Rural
Premium
1
3
677
1
2022-03-27 15:21:39.147735
Good
No
Monthly
House
2,285
1,183,195
55
Female
26,296
Single
0
High School
Self-Employed
9.959317
Suburban
Comprehensive
null
15
null
4
2024-06-12 15:21:39.155231
Good
No
Weekly
Apartment
1,357
1,183,196
51
Female
5,435
Single
3
High School
null
6.723764
Rural
Basic
1
1
648
4
2021-06-23 15:21:39.175719
Average
No
Monthly
Apartment
1,237
1,183,197
26
Male
8,258
Single
3
High School
Unemployed
26.919995
Suburban
Premium
null
5
799
1
2023-03-15 15:21:39.256696
Average
No
Rarely
House
920
1,183,198
20
Female
3,128
Married
3
High School
Self-Employed
38.077971
Rural
Premium
1
18
438
8
2022-06-07 15:21:39.276901
Average
No
Daily
Condo
522
1,183,199
30
Female
23,273
Married
1
High School
null
24.471679
Urban
Basic
null
5
477
2
2022-07-02 15:21:39.176717
Poor
Yes
Monthly
House
543