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
1,193,100
32
Male
28,862
Divorced
0
Bachelor's
Unemployed
32.441623
Urban
Basic
0
0
615
5
2020-12-26 15:21:39.257696
Good
Yes
Rarely
Condo
713
1,193,101
22
Male
78,848
Single
4
Master's
null
22.839284
Rural
Premium
1
5
498
3
2023-01-13 15:21:39.126661
Poor
Yes
Monthly
House
30
1,193,102
62
Female
24,894
Married
1
High School
Employed
21.44763
Suburban
Basic
null
1
706
6
2019-08-20 15:21:39.134960
Good
Yes
Daily
Apartment
549
1,193,103
42
Female
1,066
Single
4
Master's
Employed
9.764396
Urban
Premium
2
7
562
9
2022-11-24 15:21:39.134960
Poor
Yes
Monthly
Apartment
270
1,193,104
null
Male
89,648
Married
2
Bachelor's
Employed
31.177577
Suburban
Comprehensive
0
13
312
2
2024-05-08 15:21:39.084065
Average
No
Monthly
Condo
1,144
1,193,105
54
Male
64,440
Single
3
Bachelor's
Self-Employed
7.817709
Urban
Comprehensive
1
3
486
3
2021-03-10 15:21:39.187211
null
No
Monthly
House
828
1,193,106
39
Male
5,936
Single
0
PhD
null
29.390551
Urban
Premium
0
15
555
3
2022-12-10 15:21:39.229482
Average
Yes
Monthly
Condo
271
1,193,107
24
Female
48,738
Divorced
0
Master's
Self-Employed
51.829844
Urban
Comprehensive
0
5
659
1
2021-04-30 15:21:39.220389
Poor
Yes
Weekly
Condo
979
1,193,108
42
Male
20,963
Married
2
Bachelor's
Employed
13.066382
Suburban
Premium
1
14
469
8
2022-04-25 15:21:39.151732
Good
Yes
Weekly
Condo
2,485
1,193,109
44
Female
26,685
Married
3
Bachelor's
null
31.133414
Suburban
Premium
null
13
733
5
2021-06-11 15:21:39.248098
Poor
Yes
Daily
House
688
1,193,110
64
Male
912
Divorced
4
PhD
null
18.394545
Suburban
Premium
2
10
659
1
2021-03-23 15:21:39.155231
Average
Yes
Weekly
House
29
1,193,111
24
Male
21,062
Single
3
High School
null
34.664773
Urban
Basic
null
0
729
2
2020-06-24 15:21:39.285112
Average
Yes
Daily
Apartment
210
1,193,112
43
Female
null
Single
3
Bachelor's
Unemployed
50.867776
Urban
Basic
0
2
782
1
2023-02-23 15:21:39.207847
Good
Yes
Monthly
Condo
355
1,193,113
58
Male
50,983
Divorced
3
Master's
Self-Employed
28.828809
Urban
Premium
0
3
411
3
2023-08-22 15:21:39.145732
Average
No
Daily
House
254
1,193,114
41
Male
59,913
null
3
Master's
Unemployed
14.988126
Rural
Premium
1
7
310
8
2019-11-01 15:21:39.134960
Poor
No
Monthly
Condo
817
1,193,115
62
Male
56,438
Divorced
null
High School
Employed
22.582037
Rural
Comprehensive
null
13
697
7
2022-09-04 15:21:39.171102
Poor
Yes
Rarely
Apartment
102
1,193,116
49
Female
6,051
Single
3
PhD
Self-Employed
8.945405
Rural
Basic
1
9
665
4
2024-08-12 15:21:39.134960
Poor
No
Rarely
House
549
1,193,117
36
Female
18,288
Single
3
High School
null
51.458313
Urban
Premium
0
6
849
2
2023-07-12 15:21:39.134960
Good
Yes
Monthly
Condo
1,348
1,193,118
58
Female
43,924
Divorced
4
Bachelor's
null
35.945009
Rural
Premium
1
3
801
1
2021-07-19 15:21:39.181605
Average
No
Weekly
Condo
35
1,193,119
53
Male
3,686
Divorced
null
Bachelor's
null
51.417767
Suburban
Basic
1
15
526
2
2020-11-20 15:21:39.120168
Average
No
Daily
Apartment
1,799
1,193,120
54
Male
5,075
Married
null
Master's
Employed
36.923681
Rural
Premium
1
19
695
8
2024-05-27 15:21:39.155231
Poor
Yes
Rarely
Apartment
564
1,193,121
60
Male
2,389
Divorced
1
Bachelor's
null
null
Rural
Premium
null
11
725
7
2019-10-24 15:21:39.155231
Average
Yes
Monthly
House
434
1,193,122
31
Male
93,668
Married
3
PhD
null
40.192579
Rural
Premium
null
14
667
3
2019-09-12 15:21:39.233485
Poor
Yes
Monthly
House
50
1,193,123
49
Male
14,897
Married
4
Master's
Unemployed
18.686674
Suburban
Basic
null
3
619
2
2020-12-01 15:21:39.223901
Average
No
Monthly
Condo
615
1,193,124
57
Male
17,272
Divorced
2
PhD
null
9.162311
Rural
Basic
3
16
641
5
2023-07-16 15:21:39.273973
Good
Yes
Daily
House
849
1,193,125
46
Female
null
Single
2
High School
null
22.974288
Suburban
Comprehensive
1
19
623
1
2024-01-14 15:21:39.134960
Poor
Yes
Weekly
Apartment
91
1,193,126
60
Female
27,537
Married
3
High School
Unemployed
21.79485
Urban
Basic
0
8
837
7
2022-03-20 15:21:39.155231
Average
No
Rarely
Condo
1,210
1,193,127
48
Male
17,049
Single
3
PhD
null
10.273869
Rural
Comprehensive
null
2
603
1
2023-11-27 15:21:39.210805
Good
Yes
Monthly
Apartment
1,245
1,193,128
32
Female
49,087
Single
null
Master's
Self-Employed
26.752049
Rural
Comprehensive
0
5
504
3
2021-07-05 15:21:39.134960
Average
No
Weekly
Apartment
297
1,193,129
54
Female
86,416
Married
null
Master's
Unemployed
46.240126
Suburban
Premium
3
17
586
6
2022-03-25 15:21:39.095696
Good
Yes
Monthly
House
52
1,193,130
53
Male
52,698
Single
2
Bachelor's
Unemployed
34.074513
Rural
Basic
1
11
723
8
2020-08-08 15:21:39.152732
Poor
Yes
Rarely
Condo
264
1,193,131
32
Male
145,935
Single
0
High School
Employed
35.231159
Urban
Basic
3
12
410
9
2021-12-14 15:21:39.237118
Poor
Yes
Daily
Condo
514
1,193,132
41
Female
7,548
Married
4
Bachelor's
Unemployed
14.003905
Suburban
Premium
0
15
636
2
2022-05-29 15:21:39.084065
Good
Yes
Weekly
Apartment
2,272
1,193,133
41
Male
8,862
Married
1
Bachelor's
null
19.4389
Rural
Basic
0
6
627
9
2022-06-20 15:21:39.115178
Good
Yes
Daily
House
3,712
1,193,134
24
Female
39,275
Single
0
PhD
null
10.448766
Urban
Premium
1
6
486
6
2023-02-06 15:21:39.260856
Average
Yes
Daily
Condo
1,777
1,193,135
40
Female
44,803
Divorced
0
High School
null
35.77297
Rural
Basic
null
16
null
4
2021-12-20 15:21:39.125660
null
No
Rarely
Apartment
509
1,193,136
26
Female
27,281
Single
4
Master's
null
13.910944
Rural
Premium
0
3
361
7
2020-05-26 15:21:39.190215
Good
Yes
Weekly
Condo
945
1,193,137
59
Female
17,991
Single
2
High School
Unemployed
10.081559
Rural
Premium
1
11
819
4
2023-04-01 15:21:39.092127
Average
Yes
Rarely
Condo
3,106
1,193,138
53
Male
24,881
Married
0
Bachelor's
null
36.816257
Urban
Premium
0
6
536
1
2021-03-02 15:21:39.182597
Good
Yes
Daily
Apartment
2,200
1,193,139
46
Male
17,054
Married
0
Master's
Self-Employed
24.722669
Urban
Basic
2
9
668
7
2024-05-03 15:21:39.219432
Good
No
Daily
Condo
1,564
1,193,140
42
Female
15,962
Divorced
4
Bachelor's
Employed
3.473478
Urban
Premium
2
19
687
3
2023-03-05 15:21:39.168099
Poor
No
Daily
House
1,054
1,193,141
20
Female
464
Divorced
2
Master's
Employed
18.924006
Urban
Basic
1
19
493
4
2022-12-25 15:21:39.276901
Poor
Yes
Monthly
Apartment
1,232
1,193,142
43
Female
19,631
Married
1
PhD
Self-Employed
23.121251
Suburban
Basic
1
11
442
7
2023-11-16 15:21:39.134960
Good
Yes
Monthly
Condo
1,002
1,193,143
32
Female
45,602
Single
1
PhD
Self-Employed
34.92818
Rural
Basic
0
17
657
3
2020-08-28 15:21:39.155231
Good
No
Rarely
Condo
782
1,193,144
43
Female
1,547
Single
1
Master's
Unemployed
22.569851
Urban
Premium
2
9
769
2
2020-12-04 15:21:39.122134
Good
Yes
Monthly
House
22
1,193,145
60
Female
3,490
Single
2
Master's
Unemployed
22.442456
Suburban
Basic
2
13
null
4
2022-05-09 15:21:39.080440
Average
Yes
Daily
Condo
1,401
1,193,146
27
Female
23,054
Divorced
1
Bachelor's
null
18.991519
Rural
Basic
0
9
null
5
2021-10-01 15:21:39.151732
Good
Yes
Rarely
House
2,576
1,193,147
28
Male
null
Divorced
2
Master's
Self-Employed
28.816233
Urban
Comprehensive
0
12
374
2
2024-04-08 15:21:39.123711
Good
Yes
Daily
House
2,562
1,193,148
58
Female
28,215
Single
2
Master's
Unemployed
null
Rural
Basic
2
8
682
5
2019-12-07 15:21:39.094752
Average
Yes
Weekly
Condo
1,391
1,193,149
19
Male
101,285
Married
2
High School
Employed
37.38208
Suburban
Premium
0
16
609
9
2020-02-12 15:21:39.095696
Poor
Yes
Rarely
Apartment
182
1,193,150
48
Male
17,140
Single
3
PhD
Employed
26.840627
Urban
Premium
2
17
433
7
2020-05-07 15:21:39.085129
Average
Yes
Daily
Condo
892
1,193,151
56
Male
2,581
Married
4
High School
Self-Employed
38.278681
Urban
Premium
0
3
432
5
2023-04-02 15:21:39.283783
Good
Yes
Daily
Condo
589
1,193,152
51
Male
45,416
Divorced
0
High School
Employed
21.125831
Suburban
Basic
2
8
836
6
2022-01-22 15:21:39.144722
Poor
Yes
Weekly
House
691
1,193,153
46
Male
33,506
Single
3
Bachelor's
null
31.904652
Urban
Comprehensive
0
10
616
2
2021-05-22 15:21:39.134960
Good
No
Daily
Apartment
686
1,193,154
null
Male
17,721
Divorced
4
High School
Self-Employed
44.083948
Rural
Basic
1
6
585
4
2024-05-28 15:21:39.202448
Poor
No
Monthly
House
769
1,193,155
41
Male
17,053
Divorced
2
High School
Employed
35.688822
Urban
Comprehensive
1
4
null
2
2022-03-30 15:21:39.105504
Poor
No
Rarely
House
703
1,193,156
22
Female
16,237
Divorced
null
Bachelor's
Employed
13.054734
Suburban
Comprehensive
1
7
706
1
2019-11-29 15:21:39.170099
Good
Yes
Daily
House
327
1,193,157
22
Male
26,754
Divorced
null
PhD
null
42.813152
Urban
Premium
1
7
459
6
2020-04-07 15:21:39.177724
Good
Yes
Weekly
Condo
928
1,193,158
27
Male
null
Divorced
1
High School
Employed
3.074926
Suburban
Basic
0
15
400
2
2023-07-03 15:21:39.082499
null
No
Monthly
Apartment
574
1,193,159
44
Male
4,055
Married
1
Master's
null
null
Urban
Premium
1
12
623
5
2023-09-29 15:21:39.134960
Poor
Yes
Rarely
Apartment
619
1,193,160
48
Male
null
Married
2
PhD
Unemployed
25.711156
Urban
Comprehensive
1
15
363
3
2023-05-01 15:21:39.130190
Good
Yes
Daily
Condo
811
1,193,161
35
Female
7,991
Married
0
PhD
Self-Employed
37.633898
Rural
Basic
1
3
677
9
2023-06-18 15:21:39.192212
Average
Yes
Monthly
Condo
799
1,193,162
35
Male
6,093
Married
4
Bachelor's
null
12.838163
Urban
Basic
2
12
678
8
2023-10-10 15:21:39.274993
Good
Yes
Rarely
Apartment
671
1,193,163
49
Female
9,087
Single
2
High School
Employed
22.664488
Suburban
Premium
0
12
515
7
2020-11-06 15:21:39.134960
Good
Yes
Weekly
Condo
1,337
1,193,164
64
Male
43,901
Single
3
Bachelor's
Self-Employed
50.757413
Suburban
Comprehensive
0
19
420
5
2022-11-25 15:21:39.251142
Average
Yes
Monthly
Condo
2,589
1,193,165
59
Male
43,485
Single
1
High School
Employed
8.685089
Rural
Comprehensive
0
11
847
6
2024-04-04 15:21:39.155231
Average
Yes
Rarely
Apartment
524
1,193,166
31
Female
5,832
Divorced
0
Bachelor's
Employed
22.591035
Rural
Basic
1
10
null
9
2024-01-14 15:21:39.121169
Average
Yes
Weekly
Apartment
807
1,193,167
52
Female
27,908
Divorced
null
Master's
Unemployed
30.753891
Suburban
Premium
0
4
null
7
2021-02-11 15:21:39.130190
Good
Yes
Weekly
Apartment
861
1,193,168
37
Male
5,943
Single
3
Bachelor's
Employed
null
Urban
Premium
3
2
501
1
2019-08-19 15:21:39.130190
Average
No
Weekly
Apartment
1,108
1,193,169
51
Female
11,231
Single
1
PhD
Employed
12.976267
Urban
Basic
2
19
528
6
2020-04-07 15:21:39.150730
Good
Yes
Daily
Apartment
477
1,193,170
37
Female
57,793
Single
3
High School
null
28.064318
Urban
Comprehensive
2
16
null
1
2022-11-10 15:21:39.237118
null
No
Monthly
Condo
1,609
1,193,171
55
Female
36,752
Single
1
High School
Employed
17.007967
Urban
Comprehensive
1
1
704
6
2020-01-01 15:21:39.154008
Poor
No
Monthly
House
2,560
1,193,172
18
Female
26,757
Married
1
High School
Self-Employed
21.926692
Rural
Premium
1
8
729
8
2021-04-08 15:21:39.095696
Good
No
Daily
House
1,696
1,193,173
26
Male
108,979
Single
4
PhD
Unemployed
11.734669
Rural
Basic
0
2
387
6
2022-11-27 15:21:39.148733
Poor
Yes
Rarely
Apartment
867
1,193,174
55
Female
81,454
Single
4
Bachelor's
Employed
null
Suburban
Basic
2
17
431
7
2021-05-11 15:21:39.237118
Poor
No
Weekly
Apartment
2,358
1,193,175
40
Female
3,810
Divorced
4
PhD
Self-Employed
null
Suburban
Premium
0
13
null
5
2024-04-04 15:21:39.167099
Poor
Yes
Daily
Condo
1,177
1,193,176
48
Female
32,879
Married
null
Bachelor's
Self-Employed
20.661551
Suburban
Basic
null
3
325
7
2021-11-13 15:21:39.120168
Average
Yes
Daily
Condo
500
1,193,177
21
Female
1,270
Married
2
PhD
Employed
22.171129
Urban
Premium
0
2
337
2
2022-06-29 15:21:39.152732
Good
No
Weekly
House
2,157
1,193,178
42
Male
137,531
Single
3
High School
Unemployed
51.054945
Suburban
Comprehensive
null
5
513
6
2024-06-09 15:21:39.155231
Average
No
Daily
House
491
1,193,179
30
Female
37,398
Married
3
High School
Employed
21.285033
Urban
Comprehensive
1
19
782
7
2019-10-26 15:21:39.155231
null
Yes
Monthly
Condo
1,271
1,193,180
31
Female
72,410
Divorced
1
High School
Unemployed
22.992175
Suburban
Premium
null
17
419
5
2023-08-21 15:21:39.094752
Average
Yes
Rarely
Condo
619
1,193,181
27
Male
118,528
Divorced
4
Master's
null
52.95753
Urban
Comprehensive
3
11
701
2
2023-08-07 15:21:39.084065
Poor
No
Rarely
Condo
1,140
1,193,182
62
Female
24,892
Divorced
0
Bachelor's
null
null
Suburban
Premium
0
8
753
9
2022-02-02 15:21:39.155231
Average
No
Monthly
House
871
1,193,183
56
Male
null
Divorced
3
PhD
Employed
35.834894
Suburban
Premium
null
9
315
7
2023-05-27 15:21:39.177724
Poor
No
Daily
Condo
581
1,193,184
51
Female
35,786
Married
0
PhD
Unemployed
29.46853
Suburban
Premium
1
19
627
4
2022-11-18 15:21:39.279729
Average
No
Rarely
Apartment
661
1,193,185
40
Female
6,894
Single
2
Master's
null
22.552483
Urban
Comprehensive
0
12
566
1
2023-09-19 15:21:39.261856
Good
Yes
Daily
House
2,847
1,193,186
24
Male
19,567
Married
3
High School
Self-Employed
18.2734
Suburban
Comprehensive
3
6
425
5
2021-12-31 15:21:39.264504
Poor
Yes
Daily
Condo
1,072
1,193,187
28
Male
30,845
Single
4
High School
Self-Employed
32.516849
Rural
Premium
1
5
526
8
2021-01-24 15:21:39.259788
Poor
No
Rarely
House
412
1,193,188
33
Male
15,458
Divorced
2
High School
Self-Employed
43.228039
Urban
Comprehensive
0
2
693
7
2021-07-01 15:21:39.237118
Good
No
Weekly
House
991
1,193,189
37
Female
1,017
Divorced
null
Bachelor's
Employed
null
Rural
Basic
0
0
553
3
2022-04-28 15:21:39.237118
Poor
Yes
Daily
Apartment
1,310
1,193,190
63
Male
26,963
Divorced
0
PhD
Self-Employed
13.682304
Urban
Basic
0
3
null
6
2021-03-17 15:21:39.155231
Average
Yes
Monthly
Apartment
537
1,193,191
53
Female
44,110
Single
0
Master's
null
12.274912
Rural
Comprehensive
null
18
728
6
2021-02-28 15:21:39.289099
Poor
No
Rarely
House
2,665
1,193,192
50
Female
7,439
Divorced
1
PhD
Unemployed
38.852603
Suburban
Comprehensive
null
19
841
3
2019-12-31 15:21:39.279729
Good
Yes
Daily
Apartment
602
1,193,193
29
Male
5,927
Married
0
PhD
Self-Employed
31.829948
Suburban
Premium
1
5
360
6
2021-02-07 15:21:39.247098
Poor
Yes
Weekly
Apartment
1,570
1,193,194
32
Female
6,747
Single
1
PhD
Employed
37.171631
Urban
Basic
1
10
754
4
2020-08-09 15:21:39.134960
Good
No
Rarely
House
1,393
1,193,195
null
Female
29,480
Divorced
4
PhD
null
25.147848
Urban
Comprehensive
0
17
836
5
2022-09-03 15:21:39.209847
Poor
Yes
Monthly
Apartment
695
1,193,196
32
Male
8,094
Married
2
Bachelor's
null
24.39645
Suburban
Premium
0
1
488
4
2023-02-03 15:21:39.276901
Poor
Yes
Weekly
Apartment
3,948
1,193,197
20
Male
5,513
Single
3
Master's
Unemployed
37.979792
Rural
Basic
null
11
796
1
2022-05-25 15:21:39.154008
Good
Yes
Daily
Condo
2,147
1,193,198
26
Female
47,144
Divorced
1
Master's
Unemployed
8.757854
Rural
Comprehensive
0
11
785
5
2021-10-28 15:21:39.184157
Average
No
Monthly
Condo
102
1,193,199
37
Male
17,183
Divorced
0
PhD
Employed
35.427815
Suburban
Premium
0
18
null
8
2019-12-14 15:21:39.143708
Poor
No
Monthly
Condo
569