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
1,159,100
53
Female
4,376
Single
3
PhD
null
21.574026
Urban
Premium
0
10
575
8
2019-12-05 15:21:39.263607
Average
Yes
Daily
Apartment
431
1,159,101
59
Male
17,001
Divorced
2
Bachelor's
Self-Employed
45.39284
Urban
Comprehensive
null
10
349
6
2021-02-15 15:21:39.134960
Good
No
Monthly
House
523
1,159,102
26
Female
29,084
Married
3
High School
Employed
13.490792
Urban
Comprehensive
0
13
563
5
2020-04-18 15:21:39.251142
Good
No
Rarely
Apartment
743
1,159,103
39
Male
56,588
Divorced
3
High School
Self-Employed
8.929227
Urban
Basic
0
15
684
4
2022-11-15 15:21:39.229482
Good
Yes
Monthly
Condo
393
1,159,104
53
Female
25,504
Single
1
PhD
Self-Employed
20.764693
Suburban
Comprehensive
2
13
null
8
2021-04-21 15:21:39.155231
Poor
Yes
Daily
House
964
1,159,105
50
Female
71,032
Single
1
Master's
null
42.369827
Suburban
Premium
1
13
null
6
2024-05-07 15:21:39.084065
Poor
No
Daily
Condo
50
1,159,106
25
Female
61,239
Married
null
Master's
null
51.956103
Suburban
Basic
null
10
629
8
2023-12-25 15:21:39.132191
Average
No
Monthly
Condo
662
1,159,107
22
Male
85,567
Divorced
4
Master's
Self-Employed
24.595569
Suburban
Basic
null
17
669
7
2023-03-12 15:21:39.155231
null
No
Daily
Apartment
3,294
1,159,108
32
Male
22,006
Single
null
High School
null
23.996463
Suburban
Premium
null
19
815
4
2020-05-31 15:21:39.223390
Average
Yes
Monthly
Apartment
2,637
1,159,109
63
Female
76,693
Married
4
PhD
Unemployed
23.436917
Suburban
Basic
2
2
531
2
2021-07-23 15:21:39.194829
Good
Yes
Daily
Apartment
2,157
1,159,110
45
Male
91,270
Married
4
PhD
null
48.174767
Suburban
Premium
2
17
778
1
2022-08-31 15:21:39.237118
null
No
Rarely
House
1,799
1,159,111
44
Male
6,902
Married
2
High School
Unemployed
27.867667
Rural
Comprehensive
0
6
704
4
2023-01-27 15:21:39.254678
Poor
Yes
Weekly
Condo
881
1,159,112
43
Male
29,203
Single
2
High School
Unemployed
10.284067
Urban
Premium
null
14
null
2
2022-12-06 15:21:39.087123
Good
Yes
Weekly
Condo
590
1,159,113
46
Female
34,293
Single
4
Bachelor's
Self-Employed
31.93532
Urban
Comprehensive
null
13
742
9
2023-01-28 15:21:39.194829
Poor
Yes
Daily
Apartment
1,051
1,159,114
19
Female
39,766
Married
2
PhD
Unemployed
40.649817
Urban
Premium
null
18
602
1
2019-09-03 15:21:39.209847
Good
Yes
Weekly
House
1,090
1,159,115
35
Female
38,959
Married
4
High School
Self-Employed
39.490462
Rural
Basic
null
18
692
5
2024-03-31 15:21:39.178918
Average
No
Monthly
House
527
1,159,116
64
Female
43,748
Single
2
PhD
Self-Employed
45.86572
Rural
Premium
0
13
585
4
2021-07-10 15:21:39.167099
Average
Yes
Monthly
Apartment
48
1,159,117
35
Female
7,074
Single
3
Bachelor's
Self-Employed
14.926999
Rural
Premium
null
19
449
4
2020-06-16 15:21:39.224915
Good
No
Rarely
Condo
931
1,159,118
28
Female
80,836
Married
2
High School
Self-Employed
12.485826
Suburban
Comprehensive
null
13
838
1
2021-06-13 15:21:39.105504
Good
Yes
Rarely
House
419
1,159,119
43
Female
43,262
Single
2
High School
Employed
7.746299
Urban
Comprehensive
3
9
null
2
2022-02-16 15:21:39.155231
Average
Yes
Daily
Apartment
810
1,159,120
26
Male
7,087
Divorced
null
PhD
null
29.594383
Urban
Comprehensive
0
12
704
3
2020-06-15 15:21:39.278402
Poor
Yes
Monthly
House
2,133
1,159,121
42
Female
6,056
Single
4
PhD
null
30.977764
Urban
Premium
0
14
673
7
2021-08-04 15:21:39.155231
Good
Yes
Weekly
Condo
709
1,159,122
43
Female
23,593
Divorced
2
Master's
null
32.241468
Rural
Comprehensive
1
9
null
4
2019-08-20 15:21:39.187211
Average
No
Monthly
House
1,108
1,159,123
64
Male
64,255
Single
3
PhD
Self-Employed
17.025861
Rural
Basic
0
3
698
6
2023-07-29 15:21:39.087123
Average
No
Monthly
Apartment
98
1,159,124
23
Female
35,685
Single
null
Master's
Unemployed
39.622271
Urban
Comprehensive
0
12
694
3
2020-04-10 15:21:39.271453
Poor
No
Monthly
Apartment
957
1,159,125
58
Male
37,703
Married
2
Bachelor's
null
null
Suburban
Premium
1
3
710
6
2021-02-09 15:21:39.192212
Good
No
Monthly
Condo
748
1,159,126
63
Female
46,882
Divorced
2
PhD
Self-Employed
12.603548
Rural
Premium
1
14
332
6
2022-08-26 15:21:39.134960
Poor
No
Rarely
Apartment
958
1,159,127
55
Male
43,747
Divorced
1
Bachelor's
Employed
43.83529
Suburban
Premium
1
19
729
4
2019-11-04 15:21:39.237118
Good
Yes
Monthly
House
647
1,159,128
51
Male
3,928
Divorced
1
PhD
null
null
Rural
Comprehensive
1
15
690
7
2024-07-08 15:21:39.134960
Good
No
Monthly
House
1,210
1,159,129
20
Male
104,482
Divorced
1
Master's
Self-Employed
29.47832
Suburban
Comprehensive
2
19
743
7
2019-11-23 15:21:39.083497
Average
No
Daily
House
240
1,159,130
19
Female
5,241
Divorced
0
Bachelor's
null
39.936005
Urban
Basic
null
5
null
6
2021-12-10 15:21:39.177724
Good
Yes
Daily
Condo
159
1,159,131
34
Male
3,978
null
1
Master's
null
25.633992
Urban
Premium
1
15
615
5
2021-02-16 15:21:39.237118
Average
Yes
Monthly
House
790
1,159,132
28
Male
4,640
Married
3
Bachelor's
null
10.933232
Rural
Premium
0
10
837
2
2023-04-11 15:21:39.181605
Poor
Yes
Daily
House
255
1,159,133
39
Male
61,392
Married
2
High School
Employed
26.892739
Urban
Basic
1
14
354
9
2021-06-29 15:21:39.164044
Good
No
Rarely
House
352
1,159,134
19
Female
26,983
Single
null
High School
Employed
39.964481
Suburban
Comprehensive
0
14
757
4
2023-06-21 15:21:39.134960
Good
No
Monthly
Condo
944
1,159,135
31
Female
null
Single
3
PhD
Self-Employed
31.82814
Rural
Premium
1
1
400
5
2022-06-09 15:21:39.283783
Good
No
Rarely
House
2,095
1,159,136
48
Male
5,785
Divorced
1
PhD
Self-Employed
22.413415
Rural
Basic
null
4
833
1
2021-02-24 15:21:39.155231
Good
Yes
Weekly
House
1,147
1,159,137
52
Male
93,799
Divorced
3
Master's
null
9.922942
Urban
Basic
null
9
439
2
2023-01-31 15:21:39.104139
Good
Yes
Weekly
Apartment
88
1,159,138
44
Male
44,772
Divorced
2
Master's
Employed
23.823962
Urban
Basic
0
18
784
1
2023-07-04 15:21:39.285112
Good
Yes
Monthly
Apartment
437
1,159,139
54
Female
48,793
Married
0
Master's
Employed
48.641302
Urban
Basic
null
14
335
3
2023-10-28 15:21:39.134960
Poor
Yes
Rarely
Apartment
373
1,159,140
22
Male
5,938
Divorced
2
PhD
Unemployed
27.514789
Suburban
Basic
1
4
301
2
2024-02-02 15:21:39.263607
Average
No
Monthly
Apartment
1,155
1,159,141
32
Male
5,513
Divorced
2
Bachelor's
null
22.414895
Suburban
Basic
2
19
432
9
2023-10-29 15:21:39.190215
Average
No
Daily
Apartment
1,465
1,159,142
53
Male
82,301
Divorced
3
Bachelor's
Employed
26.957145
Suburban
Comprehensive
null
5
302
5
2022-02-25 15:21:39.221386
Poor
Yes
Daily
Apartment
1,184
1,159,143
50
Male
5,881
Married
1
PhD
Employed
31.959765
Urban
Comprehensive
1
4
711
5
2020-05-10 15:21:39.132191
Poor
Yes
Daily
Apartment
645
1,159,144
null
Male
30,663
Single
2
PhD
Employed
16.248734
Urban
Comprehensive
null
10
795
5
2019-12-28 15:21:39.181605
Poor
No
Daily
Apartment
1,199
1,159,145
30
Male
46,838
Single
3
PhD
Unemployed
42.766522
Urban
Basic
2
3
446
4
2020-10-30 15:21:39.171102
Average
No
Monthly
Apartment
854
1,159,146
38
Female
null
Divorced
null
PhD
Self-Employed
30.569835
Rural
Premium
1
14
431
6
2024-03-05 15:21:39.119168
Good
No
Daily
Condo
1,097
1,159,147
54
Male
45,638
Married
0
Bachelor's
Self-Employed
30.352728
Rural
Basic
2
19
722
3
2022-07-09 15:21:39.259788
Average
No
Rarely
Apartment
4,943
1,159,148
22
Female
47,849
Divorced
2
High School
Employed
19.936367
Suburban
Comprehensive
null
12
470
8
2023-06-30 15:21:39.214388
Poor
No
Weekly
Condo
310
1,159,149
54
Female
98,274
Single
2
PhD
Employed
10.812158
Urban
Comprehensive
0
19
567
6
2021-12-19 15:21:39.231531
Poor
Yes
Daily
House
129
1,159,150
61
Male
31,149
Married
4
PhD
Unemployed
24.938119
Rural
Basic
1
14
538
9
2019-08-24 15:21:39.258696
Poor
Yes
Monthly
Condo
545
1,159,151
26
Male
31,352
Married
4
High School
null
15.898669
Suburban
Basic
3
2
null
8
2021-05-06 15:21:39.144722
Poor
Yes
Monthly
Condo
761
1,159,152
37
Female
39
Divorced
2
Master's
Self-Employed
6.447816
Suburban
Basic
3
8
null
8
2023-11-18 15:21:39.132191
Poor
No
Daily
Condo
572
1,159,153
35
Male
47,179
Married
null
PhD
Self-Employed
17.788339
Rural
Premium
null
0
389
6
2022-08-13 15:21:39.091080
Good
Yes
Weekly
Condo
1,201
1,159,154
35
Female
9,444
Divorced
4
High School
null
19.788185
Rural
Premium
null
1
848
1
2023-03-20 15:21:39.168099
null
Yes
Daily
Apartment
88
1,159,155
63
Female
22,487
Single
4
PhD
Employed
13.358615
Urban
Premium
2
8
585
1
2020-09-24 15:21:39.172097
Good
Yes
Monthly
Apartment
2,960
1,159,156
29
Female
1,575
Married
3
PhD
null
43.01097
Suburban
Basic
1
1
439
1
2023-05-19 15:21:39.134960
Average
Yes
Weekly
Condo
2,659
1,159,157
25
Female
15,641
Divorced
2
Bachelor's
null
12.73837
Suburban
Premium
null
4
745
2
2021-04-02 15:21:39.155231
Good
No
Monthly
House
731
1,159,158
39
Male
44,603
Married
3
Master's
Employed
17.267715
Suburban
Basic
0
15
469
3
2020-03-21 15:21:39.272456
Good
Yes
Monthly
House
347
1,159,159
25
Female
6,466
Married
1
Master's
null
25.231814
Urban
Premium
null
6
710
9
2023-10-25 15:21:39.251142
Poor
Yes
Daily
House
304
1,159,160
62
Female
16,891
Divorced
3
PhD
Unemployed
11.908607
Urban
Basic
1
5
788
6
2023-03-03 15:21:39.147735
Average
No
Rarely
House
1,211
1,159,161
25
Male
null
Married
3
High School
Unemployed
36.497087
Rural
Basic
null
15
571
9
2020-04-12 15:21:39.261856
Average
Yes
Rarely
House
400
1,159,162
62
Male
91,894
Divorced
3
Bachelor's
Employed
12.89667
Urban
Comprehensive
0
12
495
5
2023-05-19 15:21:39.086123
Poor
No
Monthly
House
2,113
1,159,163
41
Female
29,094
Married
1
PhD
null
49.232485
Urban
Basic
0
7
408
9
2020-12-04 15:21:39.123711
Average
No
Daily
House
1,703
1,159,164
35
Male
5,816
Single
1
High School
Unemployed
9.528546
Urban
Premium
0
12
848
6
2023-01-11 15:21:39.245086
Poor
No
Rarely
Condo
629
1,159,165
46
Male
3,271
Divorced
4
Bachelor's
Unemployed
15.912819
Rural
Comprehensive
1
0
739
6
2020-02-01 15:21:39.170099
Good
Yes
Rarely
Apartment
224
1,159,166
47
Male
74,553
Single
2
PhD
Unemployed
18.68987
Rural
Premium
null
4
null
5
2019-10-03 15:21:39.232526
Poor
No
Rarely
Condo
393
1,159,167
43
Female
109,880
Single
3
Master's
null
31.258959
Rural
Comprehensive
3
7
723
4
2022-09-24 15:21:39.248098
Good
Yes
Rarely
Apartment
2,226
1,159,168
18
Male
26,348
Divorced
2
Master's
Unemployed
26.682322
Urban
Comprehensive
null
14
606
3
2023-03-25 15:21:39.288099
null
Yes
Weekly
Condo
1,006
1,159,169
39
Female
84,471
Single
4
Bachelor's
Self-Employed
38.085426
Urban
Premium
null
7
678
2
2023-01-24 15:21:39.134960
Good
Yes
Daily
House
362
1,159,170
58
Male
37,582
Divorced
2
PhD
Unemployed
28.378006
Rural
Basic
0
17
580
3
2023-05-01 15:21:39.155231
Good
No
Monthly
House
132
1,159,171
48
Male
36,456
Single
2
PhD
Unemployed
19.351992
Suburban
Premium
null
9
581
6
2023-02-07 15:21:39.181605
Average
Yes
Monthly
House
792
1,159,172
56
Male
15,258
Divorced
2
Bachelor's
Self-Employed
3.182832
Rural
Basic
0
9
730
5
2020-04-17 15:21:39.175719
Poor
Yes
Weekly
House
27
1,159,173
53
Male
23,685
Divorced
3
Master's
Employed
31.395615
Suburban
Comprehensive
0
6
585
1
2023-01-30 15:21:39.167099
Average
Yes
Daily
House
1,103
1,159,174
49
Male
23,099
Single
3
Bachelor's
Employed
10.459781
Rural
Basic
1
19
557
6
2023-02-27 15:21:39.237118
Poor
Yes
Weekly
Condo
522
1,159,175
52
Male
1,604
Married
2
Bachelor's
Unemployed
20.654037
Rural
Basic
1
5
559
4
2023-06-03 15:21:39.285112
Average
Yes
Monthly
Apartment
1,908
1,159,176
58
Female
26,961
Single
0
Master's
Unemployed
9.245824
Urban
Premium
1
6
583
7
2020-05-18 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,160
1,159,177
55
Female
25,962
Married
3
PhD
Employed
22.643162
Suburban
Premium
null
15
679
4
2020-02-21 15:21:39.126661
Good
Yes
Rarely
Apartment
129
1,159,178
57
Female
17,866
Married
2
PhD
null
47.835579
Rural
Comprehensive
1
2
556
9
2022-06-01 15:21:39.119168
Average
Yes
Daily
Apartment
227
1,159,179
28
Male
24,897
Single
0
Master's
Employed
32.441444
Rural
Comprehensive
null
18
678
9
2022-08-26 15:21:39.257696
Average
No
Monthly
Apartment
26
1,159,180
45
Male
104,468
Married
3
Master's
Employed
52.876222
Rural
Comprehensive
1
8
443
4
2023-01-06 15:21:39.155231
Good
No
Monthly
Apartment
716
1,159,181
58
Male
15,963
Married
2
Master's
Self-Employed
19.908477
Rural
Premium
0
13
612
5
2024-03-21 15:21:39.182597
Good
Yes
Rarely
House
392
1,159,182
20
Male
58,892
Married
3
PhD
Employed
21.906135
Rural
Comprehensive
2
17
556
6
2022-10-26 15:21:39.173834
Poor
Yes
Daily
Apartment
25
1,159,183
49
Female
909
Single
2
Master's
Self-Employed
7.737144
Suburban
Comprehensive
1
5
462
8
2021-10-25 15:21:39.263607
Average
Yes
Rarely
House
292
1,159,184
27
Female
16,369
Married
1
Master's
Unemployed
29.194774
Suburban
Basic
null
14
null
4
2022-01-08 15:21:39.126661
Average
Yes
Weekly
Condo
228
1,159,185
40
Male
959
Single
2
Master's
Unemployed
21.89826
Rural
Comprehensive
null
11
594
1
2022-11-28 15:21:39.098696
Average
Yes
Weekly
Condo
23
1,159,186
60
Female
22,424
Married
3
Bachelor's
Unemployed
27.084002
Rural
Premium
1
17
391
1
2022-08-29 15:21:39.113566
Poor
No
Weekly
Apartment
1,961
1,159,187
29
Female
37,156
Married
1
Bachelor's
Self-Employed
null
Suburban
Basic
1
11
767
7
2020-07-13 15:21:39.219432
Good
No
Rarely
Apartment
574
1,159,188
48
Female
29,230
Married
1
High School
Employed
29.694034
Suburban
Comprehensive
1
6
366
3
2020-09-26 15:21:39.092127
Poor
Yes
Monthly
Apartment
1,305
1,159,189
61
Female
4,741
Married
3
Master's
Employed
6.391278
Suburban
Comprehensive
1
18
796
1
2020-11-11 15:21:39.191219
null
Yes
Daily
Apartment
648
1,159,190
25
Female
1,589
Married
null
PhD
null
null
Urban
Basic
null
14
null
8
2022-01-23 15:21:39.155231
Average
No
Weekly
House
994
1,159,191
23
Male
1,753
Married
3
PhD
null
24.766551
Rural
Comprehensive
1
10
467
4
2024-05-03 15:21:39.187211
Poor
No
Monthly
Apartment
130
1,159,192
35
Female
73,856
Divorced
2
PhD
Employed
null
Rural
Premium
3
9
370
2
2020-01-11 15:21:39.254678
Good
No
Weekly
House
3,262
1,159,193
52
Female
3,898
Single
3
PhD
null
27.15874
Rural
Basic
0
16
558
2
2020-03-27 15:21:39.132191
Good
Yes
Rarely
Condo
3,128
1,159,194
32
Female
81,455
null
1
High School
null
31.990575
Suburban
Basic
0
16
842
1
2022-08-29 15:21:39.221386
Average
No
Weekly
Apartment
2,385
1,159,195
20
Male
11,995
Single
2
Bachelor's
Unemployed
25.456671
Urban
Comprehensive
2
17
724
4
2021-02-16 15:21:39.134960
Good
Yes
Weekly
House
1,703
1,159,196
45
Male
57,702
Married
2
Bachelor's
Unemployed
53.117042
Urban
Basic
0
2
414
7
2023-11-12 15:21:39.237118
Good
No
Weekly
Condo
928
1,159,197
51
Male
42,575
Single
0
Bachelor's
Unemployed
40.014526
Rural
Basic
null
15
839
4
2023-04-27 15:21:39.261856
Good
No
Monthly
Condo
953
1,159,198
33
Male
5,728
Divorced
1
PhD
Unemployed
36.938733
Rural
Premium
null
9
761
1
2020-07-31 15:21:39.134960
Poor
Yes
Rarely
House
813
1,159,199
22
Female
18,116
Single
3
Bachelor's
Employed
17.18675
Rural
Comprehensive
null
18
683
1
2023-06-24 15:21:39.237118
Good
Yes
Daily
House
1,875