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
1,161,100
56
Female
1,028
Single
1
Master's
null
null
Rural
Comprehensive
2
3
709
8
2021-08-29 15:21:39.214388
Average
Yes
Daily
House
2,212
1,161,101
22
Male
5,512
Single
0
Master's
Self-Employed
24.737004
Rural
Basic
null
3
602
3
2020-12-29 15:21:39.134960
Poor
Yes
Weekly
House
515
1,161,102
20
Male
133,445
Single
2
High School
null
18.362023
Rural
Basic
null
12
436
5
2021-11-30 15:21:39.257696
Poor
No
Rarely
House
910
1,161,103
43
Female
5,341
Divorced
null
High School
Self-Employed
24.508624
Suburban
Basic
4
12
780
5
2024-03-14 15:21:39.231531
Average
No
Rarely
House
159
1,161,104
21
Female
48,542
Married
3
Bachelor's
Unemployed
null
Urban
Premium
1
13
818
9
2020-09-16 15:21:39.133866
Average
No
Daily
Condo
2,987
1,161,105
62
Female
44,127
Divorced
0
Master's
null
27.869809
Urban
Premium
0
2
582
2
2020-10-03 15:21:39.118178
null
Yes
Daily
House
25
1,161,106
49
Female
39,656
Divorced
3
PhD
Self-Employed
36.91845
Suburban
Basic
3
1
495
8
2022-04-09 15:21:39.134960
Average
Yes
Weekly
Apartment
22
1,161,107
55
Female
null
Divorced
null
High School
Unemployed
39.286653
Suburban
Basic
0
17
795
1
2024-02-01 15:21:39.223901
null
Yes
Weekly
Apartment
2,836
1,161,108
51
Male
55,863
Single
3
PhD
Self-Employed
34.406501
Suburban
Comprehensive
1
13
791
9
2024-03-23 15:21:39.281787
Average
Yes
Weekly
House
303
1,161,109
25
Female
73,310
Married
0
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
15
469
7
2024-03-14 15:21:39.274993
Poor
Yes
Rarely
House
24
1,161,110
54
Male
null
Single
0
Bachelor's
Employed
20.923351
Suburban
Basic
1
10
665
3
2021-10-27 15:21:39.273973
null
Yes
Rarely
Apartment
295
1,161,111
63
Male
9,481
Single
3
Bachelor's
null
8.582497
Rural
Basic
null
5
331
9
2023-08-15 15:21:39.134960
Average
No
Weekly
Apartment
909
1,161,112
40
Male
7,272
Married
4
PhD
null
21.769693
Suburban
Basic
null
4
822
5
2020-08-21 15:21:39.093681
Good
Yes
Weekly
House
460
1,161,113
29
Female
44,967
Married
1
Bachelor's
null
16.644914
Suburban
Basic
null
10
431
9
2023-07-08 15:21:39.244069
Average
No
Weekly
Condo
1,207
1,161,114
62
Female
899
Divorced
1
High School
Employed
39.679501
Rural
Comprehensive
0
10
442
5
2021-03-06 15:21:39.134960
Average
Yes
Monthly
House
1,706
1,161,115
18
Female
5,513
Married
4
Master's
null
45.566268
Rural
Comprehensive
1
10
759
5
2023-03-01 15:21:39.092127
Poor
Yes
Rarely
House
1,541
1,161,116
35
Male
86,844
Single
2
PhD
null
null
Urban
Basic
2
8
537
6
2023-08-31 15:21:39.206847
Poor
Yes
Rarely
Condo
2,183
1,161,117
41
Female
548
Single
0
High School
Self-Employed
32.569357
Rural
Comprehensive
2
17
479
6
2024-07-26 15:21:39.184157
Poor
Yes
Daily
House
1,130
1,161,118
49
Male
56,438
Divorced
1
Master's
Self-Employed
42.254721
Rural
Premium
2
19
614
9
2020-06-01 15:21:39.256696
Good
Yes
Weekly
Condo
2,669
1,161,119
null
Male
4,079
Single
3
PhD
Unemployed
23.163803
Urban
Comprehensive
2
7
618
2
2019-11-30 15:21:39.247098
Average
No
Weekly
Apartment
861
1,161,120
54
Male
5,549
Divorced
0
Master's
Self-Employed
null
Suburban
Comprehensive
0
1
802
5
2024-04-02 15:21:39.175719
Good
Yes
Daily
House
37
1,161,121
null
Male
16,054
Single
1
High School
Unemployed
8.982822
Urban
Premium
1
14
530
3
2021-06-18 15:21:39.237118
Good
Yes
Daily
House
481
1,161,122
64
Female
17,074
Single
3
Bachelor's
Self-Employed
14.814177
Urban
Comprehensive
null
14
483
1
2022-03-17 15:21:39.258696
Good
Yes
Rarely
Condo
577
1,161,123
58
Male
104,656
Divorced
4
High School
Employed
16.93965
Rural
Basic
null
7
534
6
2024-07-16 15:21:39.235012
Good
Yes
Monthly
Condo
328
1,161,124
36
Male
15,107
Single
3
Master's
Unemployed
33.330028
Rural
Basic
null
8
818
6
2021-04-20 15:21:39.100695
Good
Yes
Rarely
House
1,678
1,161,125
58
Female
44,636
Divorced
1
PhD
null
null
Suburban
Basic
null
8
null
4
2021-06-29 15:21:39.167099
Average
Yes
Monthly
Condo
1,261
1,161,126
61
Male
25,246
Single
1
PhD
null
39.039592
Suburban
Premium
null
6
768
1
2023-10-24 15:21:39.261856
Good
Yes
Daily
House
2,731
1,161,127
49
Male
3,973
Married
4
Bachelor's
Self-Employed
null
Suburban
Basic
2
8
642
6
2021-11-08 15:21:39.272456
Poor
Yes
Daily
Apartment
1,568
1,161,128
22
Female
1,756
Married
1
High School
Unemployed
null
Suburban
Comprehensive
null
1
null
9
2023-05-12 15:21:39.194829
Good
No
Weekly
Apartment
27
1,161,129
55
Female
30,444
Married
2
PhD
Self-Employed
9.067312
Rural
Premium
0
15
521
5
2022-08-23 15:21:39.151732
Poor
Yes
Monthly
Condo
1,335
1,161,130
57
Female
5,087
Divorced
4
High School
null
23.676929
Rural
Basic
0
12
832
2
2021-11-08 15:21:39.108562
Average
No
Rarely
Apartment
1,140
1,161,131
25
Female
62,264
Married
4
PhD
null
44.366591
Rural
Comprehensive
0
11
541
6
2020-08-12 15:21:39.155231
Good
No
Daily
Apartment
131
1,161,132
42
Female
26,200
Single
0
Bachelor's
Unemployed
51.620719
Rural
Premium
0
12
484
2
2024-03-28 15:21:39.134960
Poor
No
Monthly
Apartment
2,141
1,161,133
42
Male
52,364
Single
3
Master's
Employed
26.060899
Rural
Basic
1
5
432
4
2023-06-04 15:21:39.167099
Average
No
Weekly
House
756
1,161,134
40
Male
1,087
Single
4
High School
Unemployed
36.633266
Urban
Premium
0
5
449
9
2020-04-12 15:21:39.134960
Good
No
Monthly
Apartment
686
1,161,135
50
Male
37,823
Married
0
Master's
Self-Employed
27.142785
Suburban
Premium
1
15
707
4
2020-10-30 15:21:39.282785
Good
Yes
Rarely
Apartment
455
1,161,136
23
Female
38,699
Divorced
1
Bachelor's
Employed
36.297879
Urban
Basic
null
17
381
6
2024-06-01 15:21:39.155231
Poor
Yes
Daily
Condo
2,871
1,161,137
32
Female
12,452
Single
2
High School
Self-Employed
33.099117
Suburban
Comprehensive
null
4
814
3
2024-03-24 15:21:39.211806
Poor
Yes
Rarely
Condo
689
1,161,138
58
Male
22,242
Married
null
Bachelor's
Employed
28.81347
Rural
Basic
null
16
400
7
2020-01-22 15:21:39.175719
Poor
No
Monthly
Condo
576
1,161,139
41
Female
16,891
Divorced
0
PhD
Unemployed
33.936597
Rural
Premium
0
0
725
6
2023-12-19 15:21:39.217387
Average
No
Daily
Condo
2,836
1,161,140
40
Female
37,659
Single
3
Bachelor's
null
24.879542
Rural
Premium
0
7
774
9
2023-07-25 15:21:39.132191
Good
Yes
Daily
Condo
595
1,161,141
27
Female
16,078
Single
0
Bachelor's
Self-Employed
13.847983
Rural
Basic
null
18
775
6
2021-07-24 15:21:39.155231
Poor
Yes
Monthly
House
597
1,161,142
56
Female
21,064
Single
1
Bachelor's
Self-Employed
24.671322
Suburban
Basic
1
19
630
1
2023-07-24 15:21:39.286113
Poor
No
Weekly
Apartment
2,692
1,161,143
26
Female
45,907
Single
2
High School
Employed
null
Urban
Comprehensive
1
11
813
6
2021-05-23 15:21:39.244069
Good
Yes
Weekly
Condo
694
1,161,144
25
Female
15,761
Married
1
Bachelor's
null
30.633204
Urban
Basic
0
16
685
2
2021-09-12 15:21:39.192212
null
No
Rarely
Condo
566
1,161,145
43
Female
11,346
Married
2
High School
null
46.997629
Rural
Comprehensive
3
19
770
8
2021-04-13 15:21:39.122134
null
No
Daily
Condo
2,460
1,161,146
44
Male
102,329
Single
2
PhD
Unemployed
null
Urban
Basic
null
7
372
2
2021-10-27 15:21:39.134960
Average
Yes
Weekly
Condo
3,235
1,161,147
24
Female
42,012
Single
1
High School
Unemployed
33.814779
Suburban
Basic
0
4
null
5
2021-08-03 15:21:39.237118
Good
Yes
Daily
Apartment
578
1,161,148
22
Female
16,549
Divorced
0
Master's
Employed
18.171349
Urban
Comprehensive
1
12
407
7
2023-06-15 15:21:39.134960
Good
Yes
Weekly
House
2,167
1,161,149
48
Male
17,095
Divorced
4
Master's
null
13.388301
Suburban
Premium
1
13
626
7
2019-11-28 15:21:39.145732
Poor
Yes
Daily
Apartment
1,719
1,161,150
null
Male
null
Divorced
null
Master's
Unemployed
17.390741
Suburban
Premium
1
2
699
4
2020-08-06 15:21:39.236064
Good
No
Daily
House
381
1,161,151
43
Female
20,489
Divorced
3
PhD
null
30.938329
Suburban
Basic
1
19
804
7
2021-12-30 15:21:39.237118
Good
No
Rarely
House
793
1,161,152
31
Male
16,999
Married
4
Bachelor's
null
44.9486
Urban
Basic
0
19
847
3
2023-03-28 15:21:39.134960
Average
Yes
Weekly
Apartment
352
1,161,153
45
Male
23,984
Single
0
High School
null
13.653978
Rural
Premium
1
2
534
3
2021-04-04 15:21:39.116179
Good
No
Rarely
Condo
724
1,161,154
45
Female
61,169
Married
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
11
481
7
2021-11-02 15:21:39.252145
Poor
No
Daily
Apartment
1,720
1,161,155
50
Male
null
Single
1
High School
Employed
52.704754
Rural
Basic
2
0
null
6
2021-09-30 15:21:39.093681
Good
Yes
Weekly
House
189
1,161,156
38
Male
51,449
Divorced
1
PhD
null
7.891398
Rural
Basic
1
1
672
5
2021-03-24 15:21:39.134960
null
No
Daily
Condo
28
1,161,157
31
Female
50,931
Married
2
PhD
null
42.227629
Suburban
Basic
1
11
564
3
2021-06-06 15:21:39.229482
Poor
Yes
Weekly
Apartment
46
1,161,158
24
Female
105,540
Single
3
Master's
Employed
10.28758
Urban
Comprehensive
null
6
809
2
2021-08-17 15:21:39.089116
null
Yes
Rarely
House
159
1,161,159
45
Male
90,279
Divorced
1
PhD
Unemployed
13.003219
Urban
Premium
null
6
430
1
2021-01-19 15:21:39.121169
Good
Yes
Weekly
House
125
1,161,160
51
Female
8,895
Single
4
PhD
null
32.966805
Rural
Basic
null
3
345
5
2022-12-23 15:21:39.287115
Average
No
Daily
Condo
2,565
1,161,161
63
Female
45,783
Single
4
High School
Self-Employed
23.09225
Rural
Comprehensive
3
6
537
3
2019-10-07 15:21:39.177724
Good
No
Daily
Condo
1,450
1,161,162
24
Male
71,116
Single
2
Bachelor's
Unemployed
13.667787
Suburban
Premium
0
0
405
6
2024-06-03 15:21:39.166062
Poor
No
Weekly
Apartment
2,932
1,161,163
55
Male
null
Single
1
High School
Self-Employed
27.616816
Suburban
Premium
null
19
309
1
2021-06-29 15:21:39.205850
Good
Yes
Rarely
Condo
757
1,161,164
42
Male
3,858
Single
0
Bachelor's
Self-Employed
25.209869
Urban
Basic
2
15
828
4
2022-08-29 15:21:39.290098
Average
Yes
Monthly
House
464
1,161,165
34
Male
4,248
Divorced
4
Bachelor's
Self-Employed
18.569164
Urban
Premium
1
11
783
6
2020-02-21 15:21:39.237118
Average
Yes
Weekly
House
3,061
1,161,166
58
Male
42,752
Single
4
Bachelor's
Self-Employed
37.951449
Suburban
Premium
2
4
null
2
2022-11-11 15:21:39.200452
Average
Yes
Rarely
House
487
1,161,167
26
Female
35,796
Married
1
High School
null
33.696929
Urban
Premium
1
13
558
8
2022-05-13 15:21:39.221386
Average
Yes
Daily
House
2,465
1,161,168
46
Male
3,769
Single
3
High School
Self-Employed
10.517818
Rural
Premium
1
7
790
2
2024-07-12 15:21:39.148733
Good
No
Rarely
Condo
3,180
1,161,169
25
Female
4,511
Divorced
1
PhD
Self-Employed
15.898347
Urban
Comprehensive
2
9
442
5
2024-05-10 15:21:39.131192
Good
No
Daily
Apartment
1,342
1,161,170
34
Female
17,001
Married
4
High School
Employed
17.984836
Suburban
Basic
0
6
817
7
2021-05-24 15:21:39.274993
Poor
Yes
Monthly
Condo
1,766
1,161,171
64
Female
211
Divorced
1
Bachelor's
Employed
31.788212
Urban
Comprehensive
2
8
412
1
2022-12-20 15:21:39.194829
Good
Yes
Daily
Condo
101
1,161,172
46
Male
15,584
null
3
Master's
Unemployed
15.002079
Urban
Premium
1
19
669
5
2023-04-27 15:21:39.244069
Average
Yes
Rarely
Condo
1,125
1,161,173
36
Female
14,824
Divorced
0
PhD
Self-Employed
35.819311
Urban
Premium
null
7
801
9
2022-11-19 15:21:39.209847
Poor
Yes
Rarely
Apartment
556
1,161,174
32
Male
2,861
Married
3
Bachelor's
Unemployed
13.959198
Suburban
Comprehensive
0
1
434
7
2023-03-06 15:21:39.193945
null
Yes
Monthly
Apartment
3,282
1,161,175
54
Female
24,765
Married
1
PhD
Unemployed
8.547017
Suburban
Basic
1
8
486
5
2023-03-05 15:21:39.094752
Average
Yes
Rarely
Condo
489
1,161,176
26
Male
3,655
Single
1
Master's
Employed
4.243767
Suburban
Basic
3
18
473
4
2022-03-22 15:21:39.257696
Good
No
Weekly
Apartment
3,572
1,161,177
24
Female
81,549
Married
0
High School
Unemployed
4.751469
Urban
Premium
null
17
371
4
2021-06-17 15:21:39.151732
Good
Yes
Monthly
Condo
778
1,161,178
50
Male
8,072
Married
2
Master's
Employed
20.249044
Urban
Premium
1
1
717
6
2022-06-20 15:21:39.288099
Average
Yes
Daily
House
729
1,161,179
58
Female
86,942
Single
3
Master's
null
23.922788
Rural
Premium
null
16
703
1
2022-08-02 15:21:39.134960
Good
Yes
Weekly
House
259
1,161,180
57
Male
2,140
Married
2
Master's
Unemployed
23.162323
Suburban
Basic
4
5
478
9
2023-08-14 15:21:39.219432
Poor
No
Daily
Apartment
686
1,161,181
36
Female
16,259
Divorced
1
Bachelor's
Self-Employed
15.926777
Rural
Comprehensive
0
8
585
7
2022-08-14 15:21:39.177724
Poor
Yes
Rarely
Condo
568
1,161,182
58
Male
24,140
Single
3
High School
Self-Employed
27.073615
Rural
Premium
0
16
783
8
2022-10-14 15:21:39.092127
Good
No
Rarely
Apartment
110
1,161,183
34
Male
27,453
Single
4
PhD
Employed
22.184711
Rural
Comprehensive
2
5
723
6
2023-02-08 15:21:39.256696
null
No
Rarely
Apartment
2,745
1,161,184
59
Female
38,651
Divorced
1
Bachelor's
Unemployed
21.171205
Suburban
Premium
1
10
521
6
2022-01-25 15:21:39.176717
Average
Yes
Daily
Apartment
1,751
1,161,185
24
Female
29,849
Married
3
Bachelor's
Self-Employed
20.62707
Urban
Comprehensive
null
8
313
8
2022-02-24 15:21:39.180553
Average
Yes
Rarely
Apartment
1,525
1,161,186
59
Female
2,396
Divorced
1
Bachelor's
Unemployed
null
Urban
Premium
0
12
599
2
2022-12-02 15:21:39.120168
Average
Yes
Monthly
House
1,766
1,161,187
44
Female
26,023
Married
2
Bachelor's
Self-Employed
22.604014
Suburban
Premium
0
12
null
2
2022-08-16 15:21:39.204201
Average
Yes
Monthly
Apartment
1,177
1,161,188
64
Male
21,647
Married
2
High School
null
51.945844
Suburban
Premium
1
17
479
4
2022-03-29 15:21:39.096739
Good
No
Rarely
Apartment
1,428
1,161,189
44
Male
44,803
Married
4
PhD
Unemployed
26.586884
Rural
Comprehensive
2
19
805
7
2021-06-27 15:21:39.149731
Good
Yes
Monthly
Condo
966
1,161,190
60
Female
2,042
Divorced
2
Master's
Employed
19.774697
Suburban
Basic
0
19
580
5
2023-03-06 15:21:39.249100
Poor
Yes
Rarely
Condo
2,639
1,161,191
40
Female
2,441
Single
2
PhD
Self-Employed
19.453209
Rural
Comprehensive
null
12
767
9
2023-03-24 15:21:39.252145
Average
No
Daily
House
2,681
1,161,192
50
Male
1,298
Divorced
2
Master's
Unemployed
35.240537
Suburban
Comprehensive
1
16
477
4
2024-03-04 15:21:39.194829
Average
No
Weekly
Condo
591
1,161,193
37
Male
10,122
Single
2
PhD
Employed
38.503915
Rural
Comprehensive
null
6
676
5
2023-04-03 15:21:39.112553
Poor
No
Daily
Apartment
813
1,161,194
37
Male
23,983
Divorced
1
Bachelor's
Self-Employed
15.774975
Urban
Comprehensive
2
0
735
9
2020-07-05 15:21:39.226954
Good
No
Weekly
Condo
533
1,161,195
34
Female
34,030
Single
1
High School
Self-Employed
39.38454
Suburban
Comprehensive
0
8
450
5
2023-07-12 15:21:39.237118
Poor
Yes
Monthly
House
751
1,161,196
44
Female
5,121
Single
4
Bachelor's
Self-Employed
18.717916
Rural
Comprehensive
null
6
662
2
2021-12-25 15:21:39.237118
Average
Yes
Daily
Condo
1,104
1,161,197
50
Male
84,743
Single
0
PhD
Unemployed
8.27253
Urban
Premium
0
10
582
5
2021-05-09 15:21:39.166062
Poor
Yes
Rarely
Condo
130
1,161,198
61
Female
53,983
Single
0
Master's
Unemployed
35.749896
Rural
Premium
null
19
759
6
2023-10-27 15:21:39.097737
Average
No
Monthly
House
109
1,161,199
19
Male
18,116
Single
null
PhD
null
37.829399
Suburban
Comprehensive
null
19
668
7
2023-09-20 15:21:39.134960
Average
Yes
Rarely
Apartment
1,084