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
1,180,100
19
Female
123,824
Divorced
1
Bachelor's
Employed
46.737698
Rural
Premium
null
18
382
6
2023-04-01 15:21:39.145732
Good
No
Daily
Condo
541
1,180,101
36
Male
88,831
Divorced
0
High School
Employed
10.46584
Urban
Premium
0
17
602
5
2022-01-25 15:21:39.180553
Average
No
Weekly
Condo
48
1,180,102
26
Male
24,237
Divorced
1
Bachelor's
Unemployed
31.547009
Rural
Basic
null
4
602
8
2023-06-24 15:21:39.182597
Good
Yes
Monthly
Condo
818
1,180,103
32
Male
28,894
Single
null
High School
Employed
28.874673
Urban
Premium
2
17
801
3
2024-02-19 15:21:39.087123
Average
Yes
Weekly
House
1,759
1,180,104
25
Female
82,413
Single
1
PhD
Employed
27.858888
Suburban
Comprehensive
2
17
788
1
2023-08-02 15:21:39.155231
Good
Yes
Rarely
Apartment
66
1,180,105
25
Female
18,113
Married
0
Master's
Unemployed
4.276771
Urban
Comprehensive
null
10
null
6
2023-04-07 15:21:39.272456
Poor
No
Monthly
Apartment
1,358
1,180,106
57
Male
104,982
Divorced
1
High School
null
39.988961
Rural
Comprehensive
2
5
696
9
2020-06-02 15:21:39.256696
null
No
Rarely
Apartment
2,487
1,180,107
50
Male
null
Married
3
High School
Employed
21.092315
Urban
Comprehensive
null
15
372
5
2023-07-31 15:21:39.207847
Poor
No
Daily
House
2,700
1,180,108
49
Female
43,436
Single
0
Master's
Unemployed
9.256565
Suburban
Premium
null
3
null
7
2021-07-03 15:21:39.254678
Average
No
Daily
Condo
3,050
1,180,109
50
Female
137,575
Single
null
High School
Self-Employed
22.732255
Suburban
Comprehensive
2
4
581
5
2022-02-06 15:21:39.246098
Average
No
Rarely
Condo
2,140
1,180,110
53
Female
4,516
Married
2
High School
null
8.053502
Rural
Premium
null
5
326
1
2021-09-02 15:21:39.081504
Average
No
Weekly
House
384
1,180,111
41
Female
147,770
Single
0
High School
Employed
null
Suburban
Comprehensive
0
16
410
3
2020-12-10 15:21:39.287115
Average
No
Weekly
Condo
596
1,180,112
27
Female
4,493
Divorced
4
Master's
Employed
46.086197
Rural
Comprehensive
0
15
399
1
2020-12-23 15:21:39.263607
Good
Yes
Rarely
Condo
189
1,180,113
34
Male
null
Single
0
Bachelor's
null
24.744247
Urban
Basic
null
9
392
1
2020-03-12 15:21:39.257696
Average
No
Monthly
Apartment
692
1,180,114
53
Female
8,053
Divorced
1
High School
null
24.735164
Urban
Comprehensive
0
19
null
5
2020-11-18 15:21:39.155231
Good
No
Daily
Condo
1,357
1,180,115
52
Male
27,385
Married
0
High School
null
3.070114
Rural
Premium
null
12
null
1
2020-10-23 15:21:39.199447
Average
No
Rarely
Apartment
2,746
1,180,116
53
Female
1,326
Single
null
Bachelor's
Unemployed
33.797839
Rural
Premium
null
18
495
3
2020-03-07 15:21:39.091080
Good
Yes
Daily
House
23
1,180,117
44
Male
12,851
Divorced
4
PhD
Self-Employed
40.334716
Suburban
Premium
1
11
762
5
2023-05-09 15:21:39.272456
Average
Yes
Rarely
Apartment
2,125
1,180,118
52
Female
27,132
Divorced
0
Bachelor's
null
15.243563
Urban
Basic
null
4
616
1
2020-03-25 15:21:39.131192
Good
Yes
Weekly
Apartment
732
1,180,119
23
Female
15,961
Single
4
Bachelor's
Self-Employed
3.620741
Rural
Basic
0
15
532
5
2022-05-27 15:21:39.109552
Average
Yes
Rarely
Condo
639
1,180,120
59
Female
23,470
Single
2
Bachelor's
Employed
null
Rural
Comprehensive
0
9
733
1
2022-11-20 15:21:39.258696
Good
No
Monthly
Condo
912
1,180,121
37
Male
2,558
Married
3
High School
Self-Employed
20.013642
Urban
Premium
null
14
511
1
2019-11-27 15:21:39.163910
Good
Yes
Monthly
House
1,664
1,180,122
18
Male
18,561
Married
3
Master's
Unemployed
18.291316
Urban
Premium
1
5
null
7
2022-07-27 15:21:39.096739
Poor
Yes
Weekly
Apartment
523
1,180,123
61
Male
7,791
Single
4
Bachelor's
Self-Employed
31.854995
Suburban
Basic
2
18
757
8
2020-02-19 15:21:39.186212
Average
Yes
Rarely
Apartment
795
1,180,124
34
Female
2,979
Married
4
Master's
Self-Employed
25.359041
Rural
Basic
1
14
484
5
2023-07-26 15:21:39.207847
Poor
Yes
Rarely
Condo
28
1,180,125
35
Female
5,907
Divorced
2
Master's
Unemployed
39.334762
Urban
Premium
null
15
null
2
2023-11-14 15:21:39.154008
Average
Yes
Monthly
Condo
1,941
1,180,126
47
Female
8,638
Single
2
High School
Employed
17.907644
Rural
Basic
0
15
695
8
2023-03-31 15:21:39.097737
Good
Yes
Monthly
House
441
1,180,127
48
Female
9,609
Single
0
Master's
Self-Employed
17.18379
Suburban
Basic
1
18
536
8
2024-03-14 15:21:39.228521
Poor
Yes
Daily
Apartment
665
1,180,128
61
Female
118,810
Married
2
Master's
Self-Employed
32.739765
Urban
Basic
2
1
502
6
2019-10-26 15:21:39.182597
Poor
Yes
Rarely
House
1,819
1,180,129
25
Male
35,118
Divorced
3
High School
Unemployed
22.844111
Urban
Premium
null
16
673
5
2023-05-08 15:21:39.132191
Good
Yes
Daily
Apartment
494
1,180,130
47
Male
10,097
Divorced
0
High School
Self-Employed
24.551828
Urban
Premium
1
13
700
8
2023-02-13 15:21:39.084065
Poor
No
Monthly
House
1,303
1,180,131
32
Male
16,245
Married
3
PhD
Self-Employed
39.28104
Urban
Comprehensive
0
13
612
4
2021-08-23 15:21:39.237118
Good
Yes
Monthly
Apartment
843
1,180,132
35
Female
11,567
Divorced
4
Master's
Employed
33.104532
Suburban
Premium
0
5
844
9
2022-06-28 15:21:39.134960
Average
No
Monthly
House
973
1,180,133
55
Male
12,881
Married
0
PhD
null
46.937274
Rural
Premium
null
2
742
9
2024-07-06 15:21:39.172097
Poor
No
Rarely
Apartment
473
1,180,134
22
Male
35,214
Single
1
High School
null
13.923669
Urban
Comprehensive
1
19
372
2
2022-02-18 15:21:39.098696
Good
No
Rarely
House
3,813
1,180,135
52
Female
2,485
Single
null
Master's
null
32.836271
Suburban
Comprehensive
0
18
452
2
2021-09-20 15:21:39.205850
Good
Yes
Rarely
Apartment
1,487
1,180,136
null
Male
47,854
Single
2
High School
Employed
37.618422
Suburban
Premium
1
3
540
3
2020-05-09 15:21:39.237118
Average
No
Rarely
Condo
131
1,180,137
33
Female
18,791
Single
null
Bachelor's
Self-Employed
7.868869
Urban
Basic
null
17
360
3
2024-01-14 15:21:39.082499
Average
Yes
Monthly
Apartment
728
1,180,138
42
Male
145,939
Single
2
Bachelor's
Employed
20.588891
Rural
Premium
null
17
477
1
2021-01-12 15:21:39.278402
Good
Yes
Daily
Apartment
1,875
1,180,139
30
Male
77,626
Divorced
1
High School
null
34.092165
Rural
Premium
null
2
313
4
2024-07-15 15:21:39.151732
Poor
No
Weekly
House
1,319
1,180,140
33
Male
3,426
Married
1
Bachelor's
Self-Employed
52.017413
Urban
Comprehensive
2
2
522
3
2022-06-20 15:21:39.245086
Good
No
Weekly
Condo
912
1,180,141
44
Female
5,901
Married
null
Master's
Self-Employed
9.418857
Urban
Comprehensive
0
3
773
1
2020-05-06 15:21:39.102694
Good
No
Rarely
House
497
1,180,142
44
Male
12,042
Married
0
Bachelor's
Unemployed
10.744897
Urban
Comprehensive
1
0
578
7
2021-08-03 15:21:39.134960
Good
No
Monthly
Condo
1,085
1,180,143
20
Female
18,127
Divorced
1
High School
null
44.791694
Suburban
Premium
1
16
306
8
2021-05-01 15:21:39.134960
Good
Yes
Weekly
Condo
643
1,180,144
59
Male
34,163
Married
4
Master's
Unemployed
22.811363
Suburban
Basic
0
2
558
7
2021-11-21 15:21:39.171102
Poor
Yes
Daily
House
1,869
1,180,145
37
Male
18,307
Married
0
Bachelor's
Unemployed
4.557922
Suburban
Premium
0
17
466
8
2023-11-19 15:21:39.115178
Average
Yes
Rarely
House
1,838
1,180,146
47
Male
26,360
Divorced
4
PhD
Unemployed
21.333486
Rural
Basic
1
8
null
4
2024-04-21 15:21:39.259788
Average
Yes
Weekly
Apartment
1,258
1,180,147
64
Male
71,339
Single
3
High School
null
null
Rural
Basic
1
16
583
1
2020-03-13 15:21:39.155231
Average
No
Rarely
House
2,693
1,180,148
49
Male
14,881
Single
3
High School
null
31.938186
Rural
Basic
1
19
749
4
2023-07-30 15:21:39.276901
Average
No
Weekly
Condo
439
1,180,149
52
Male
5,930
Divorced
4
Bachelor's
Self-Employed
40.519875
Urban
Basic
1
14
759
4
2022-05-02 15:21:39.237118
Good
Yes
Weekly
Condo
1,119
1,180,150
49
Male
17,227
Single
2
Master's
Unemployed
null
Rural
Premium
1
4
393
4
2024-04-19 15:21:39.097737
Poor
No
Daily
Condo
25
1,180,151
58
Female
71,564
Single
3
High School
Unemployed
41.868475
Rural
Basic
2
7
834
6
2020-10-15 15:21:39.202448
Poor
No
Daily
House
2,952
1,180,152
39
Female
5,050
Single
2
PhD
Employed
null
Rural
Premium
2
17
382
6
2020-05-24 15:21:39.235012
Average
No
Monthly
Apartment
454
1,180,153
39
Male
2,474
Divorced
4
Bachelor's
Unemployed
6.554079
Urban
Comprehensive
2
4
593
5
2022-08-06 15:21:39.196387
Poor
No
Daily
Condo
622
1,180,154
38
Male
97,021
Single
4
Bachelor's
Employed
31.597657
Suburban
Comprehensive
0
15
763
6
2022-09-03 15:21:39.120168
Poor
No
Rarely
Condo
380
1,180,155
22
Female
14,891
Single
3
Bachelor's
Self-Employed
19.955803
Suburban
Premium
null
3
804
2
2022-08-07 15:21:39.237118
Average
Yes
Weekly
House
24
1,180,156
42
Male
12,086
Married
4
Master's
Unemployed
35.826013
Rural
Basic
0
11
397
6
2021-07-23 15:21:39.184157
Good
Yes
Weekly
House
1,331
1,180,157
40
Female
5,521
Single
3
Bachelor's
Unemployed
13.442497
Rural
Premium
1
17
541
4
2021-10-19 15:21:39.246098
Average
No
Rarely
Apartment
464
1,180,158
28
Female
5,836
Single
4
PhD
Self-Employed
19.514445
Rural
Premium
0
4
848
9
2022-02-05 15:21:39.252145
Good
Yes
Weekly
House
809
1,180,159
56
Female
25,773
Divorced
0
High School
Employed
29.717949
Rural
Basic
2
5
584
9
2020-04-29 15:21:39.182597
Average
Yes
Rarely
Apartment
806
1,180,160
51
Female
548
Divorced
0
Bachelor's
Unemployed
37.085082
Suburban
Premium
2
0
301
3
2023-10-11 15:21:39.209847
Good
No
Weekly
Condo
805
1,180,161
64
Male
39,752
Married
2
Bachelor's
Employed
49.854223
Rural
Premium
0
7
556
3
2024-03-23 15:21:39.194829
Poor
Yes
Daily
House
1,807
1,180,162
42
Female
35,240
Divorced
2
High School
Self-Employed
36.08174
Suburban
Basic
1
19
662
3
2020-03-18 15:21:39.170099
Average
Yes
Daily
Condo
723
1,180,163
43
Female
68,728
Single
4
High School
null
29.081037
Rural
Comprehensive
null
8
599
2
2020-06-12 15:21:39.235012
null
Yes
Daily
Condo
130
1,180,164
54
Female
24,996
Single
3
Bachelor's
Unemployed
16.954723
Urban
Comprehensive
null
5
564
1
2021-03-02 15:21:39.176717
Poor
No
Monthly
Condo
1,225
1,180,165
44
Female
146,122
Divorced
4
High School
Employed
30.065354
Urban
Basic
0
16
null
1
2020-07-05 15:21:39.145732
Average
No
Daily
Apartment
298
1,180,166
59
Male
37,149
Single
null
Bachelor's
Employed
18.919196
Suburban
Basic
0
17
493
3
2021-07-03 15:21:39.122134
Poor
No
Monthly
House
830
1,180,167
30
Male
null
Divorced
3
Master's
Unemployed
46.814622
Suburban
Comprehensive
0
3
null
6
2021-10-02 15:21:39.175719
Poor
No
Rarely
House
147
1,180,168
36
Female
48,784
Single
1
High School
Self-Employed
21.414635
Suburban
Premium
1
7
682
2
2021-03-03 15:21:39.134960
Average
No
Daily
Condo
316
1,180,169
40
Female
20
Divorced
3
Master's
null
16.868827
Suburban
Premium
null
7
554
4
2022-10-27 15:21:39.202448
Average
No
Daily
Apartment
2,878
1,180,170
23
Female
15,456
Divorced
3
Bachelor's
Unemployed
16.946553
Rural
Comprehensive
null
6
807
3
2020-05-21 15:21:39.194829
Average
Yes
Daily
Condo
478
1,180,171
45
Male
535
Divorced
2
High School
Self-Employed
38.641018
Suburban
Basic
null
3
449
5
2022-01-25 15:21:39.126661
Average
No
Daily
Apartment
1,088
1,180,172
45
Female
40,777
Single
0
PhD
null
33.82738
Rural
Premium
0
5
657
4
2020-08-23 15:21:39.154008
Average
No
Monthly
Apartment
2,145
1,180,173
19
Male
46,750
Single
1
PhD
Unemployed
17.283836
Urban
Premium
1
3
431
5
2020-04-14 15:21:39.185215
null
No
Monthly
House
1,453
1,180,174
41
Female
1,215
Single
4
High School
Unemployed
31.878259
Urban
Comprehensive
2
4
null
4
2023-10-25 15:21:39.079128
Good
Yes
Rarely
House
587
1,180,175
18
Male
88,924
Single
4
PhD
null
22.146611
Suburban
Basic
6
12
657
5
2023-05-22 15:21:39.134960
Average
No
Weekly
Condo
2,172
1,180,176
51
Female
1,067
Married
3
Master's
Employed
10.388612
Urban
Comprehensive
3
15
null
3
2020-02-04 15:21:39.147735
Good
No
Monthly
Condo
1,745
1,180,177
21
Male
12,053
Single
2
High School
null
16.097614
Rural
Basic
null
8
677
9
2021-11-06 15:21:39.207847
Good
Yes
Daily
Condo
1,550
1,180,178
52
Female
17,091
Divorced
1
High School
null
44.946122
Rural
Premium
1
15
567
4
2020-07-31 15:21:39.155231
Good
Yes
Weekly
Apartment
515
1,180,179
39
Male
2,145
Single
1
Master's
null
50.14011
Urban
Comprehensive
null
12
795
7
2023-11-05 15:21:39.282785
Average
Yes
Daily
Condo
3,279
1,180,180
59
Male
12,897
Married
3
PhD
Self-Employed
38.085275
Suburban
Premium
null
2
311
5
2023-01-29 15:21:39.095696
Average
Yes
Daily
Apartment
731
1,180,181
38
Male
27,048
Divorced
1
Master's
Employed
12.551298
Suburban
Comprehensive
2
8
554
7
2024-01-11 15:21:39.094752
Good
No
Daily
Condo
1,706
1,180,182
18
Female
23,604
Married
0
Bachelor's
Employed
12.674725
Suburban
Premium
2
9
472
1
2022-01-12 15:21:39.237118
Poor
Yes
Weekly
Condo
752
1,180,183
57
Female
46,370
Divorced
2
High School
Self-Employed
17.393898
Urban
Basic
1
16
494
9
2020-07-19 15:21:39.177724
Good
No
Daily
House
1,911
1,180,184
54
Male
null
Divorced
0
Bachelor's
null
43.28167
Suburban
Premium
1
5
420
5
2019-11-17 15:21:39.098696
Good
Yes
Daily
Condo
39
1,180,185
26
Female
28,894
Divorced
2
High School
Unemployed
27.906287
Rural
Basic
1
18
464
5
2024-02-12 15:21:39.274993
Good
No
Weekly
House
363
1,180,186
49
Male
38,733
Divorced
2
Bachelor's
Self-Employed
34.811871
Urban
Comprehensive
1
18
652
2
2020-02-03 15:21:39.134960
Poor
Yes
Weekly
Condo
997
1,180,187
28
Male
6,991
Single
2
PhD
null
11.241174
Suburban
Basic
0
6
622
9
2020-04-28 15:21:39.172097
Poor
No
Rarely
Condo
809
1,180,188
51
Male
61,690
Married
0
Bachelor's
Employed
45.936342
Rural
Comprehensive
3
12
434
5
2021-09-27 15:21:39.244069
Good
No
Monthly
House
1,631
1,180,189
46
Male
8,894
Divorced
3
Master's
Self-Employed
44.080114
Urban
Basic
1
17
810
3
2019-11-07 15:21:39.267454
Average
Yes
Daily
Condo
1,313
1,180,190
35
Male
10,095
Single
3
PhD
null
19.906153
Urban
Premium
1
4
834
7
2021-12-28 15:21:39.151732
Average
Yes
Daily
Apartment
24
1,180,191
23
Male
108,500
Divorced
1
PhD
null
17.645811
Suburban
Premium
null
17
634
9
2021-03-20 15:21:39.143708
Good
Yes
Weekly
Apartment
411
1,180,192
40
Female
18,692
Divorced
2
Bachelor's
Self-Employed
35.77155
Rural
Premium
1
4
758
4
2021-09-23 15:21:39.288099
Poor
No
Rarely
Apartment
533
1,180,193
19
Male
23,287
Married
null
Bachelor's
null
36.97574
Urban
Premium
null
19
null
2
2021-08-08 15:21:39.237118
Good
Yes
Rarely
Apartment
832
1,180,194
56
Female
113,103
Single
0
High School
Self-Employed
51.826241
Rural
Premium
1
0
785
1
2023-04-05 15:21:39.150730
null
No
Weekly
House
740
1,180,195
30
Female
81,251
Divorced
0
Master's
null
35.255735
Urban
Basic
0
13
381
3
2019-08-21 15:21:39.090124
Good
No
Weekly
Apartment
544
1,180,196
31
Female
12,051
Divorced
4
High School
null
36.41577
Suburban
Comprehensive
null
6
662
7
2020-07-19 15:21:39.155231
Good
No
Monthly
Apartment
1,701
1,180,197
54
Female
18,795
Married
2
High School
Employed
34.996542
Suburban
Comprehensive
null
15
581
4
2024-08-14 15:21:39.130190
Good
Yes
Rarely
Apartment
1,052
1,180,198
50
Female
27,863
Divorced
2
Bachelor's
Employed
17.076641
Rural
Comprehensive
0
13
null
3
2020-05-07 15:21:39.180553
Good
No
Weekly
House
1,764
1,180,199
41
Male
2,429
Single
4
Bachelor's
Employed
24.571189
Urban
Comprehensive
3
5
492
3
2020-11-03 15:21:39.229482
Average
Yes
Rarely
House
2,445