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
1,197,200
44
Female
135,906
Single
4
Bachelor's
null
37.908613
Rural
Basic
2
10
699
3
2019-11-12 15:21:39.082499
Good
No
Rarely
Apartment
2,513
1,197,201
61
Male
25,602
Divorced
3
Master's
Self-Employed
33.67367
Urban
Premium
0
0
565
5
2021-07-06 15:21:39.118178
Poor
No
Rarely
Apartment
20
1,197,202
47
Male
1,359
Single
1
Bachelor's
null
4.958777
Suburban
Premium
0
10
578
1
2021-09-28 15:21:39.237118
Average
Yes
Rarely
Apartment
372
1,197,203
23
Female
34,722
Single
1
Master's
null
6.060664
Rural
Comprehensive
null
1
764
3
2020-10-11 15:21:39.182597
Poor
Yes
Weekly
Condo
403
1,197,204
28
Female
17,763
Single
2
Master's
Self-Employed
35.453822
Suburban
Comprehensive
1
12
653
6
2022-01-21 15:21:39.134960
Good
Yes
Weekly
Apartment
686
1,197,205
50
Male
39,698
Married
4
Bachelor's
Self-Employed
17.237939
Urban
Basic
null
10
838
1
2023-05-06 15:21:39.112553
Poor
Yes
Rarely
House
1,646
1,197,206
28
Male
120,961
Married
null
PhD
Unemployed
25.06811
Rural
Basic
1
19
559
2
2022-03-05 15:21:39.213373
Average
No
Daily
House
287
1,197,207
47
Female
8,984
Single
3
Bachelor's
null
29.887461
Urban
Premium
1
8
null
7
2021-10-04 15:21:39.155231
Average
Yes
Rarely
Apartment
2,088
1,197,208
44
Female
1,637
Divorced
1
Bachelor's
Self-Employed
40.764241
Suburban
Basic
1
6
null
2
2019-11-21 15:21:39.155231
Poor
No
Rarely
Apartment
2,637
1,197,209
54
Female
null
Married
4
PhD
Employed
null
Rural
Premium
null
17
413
5
2022-05-01 15:21:39.173834
Good
Yes
Rarely
Condo
933
1,197,210
43
Female
25,983
Single
3
PhD
Employed
22.991708
Suburban
Comprehensive
null
15
null
9
2023-03-04 15:21:39.155231
Good
Yes
Daily
Condo
981
1,197,211
43
Male
43,831
Married
2
Master's
Employed
20.818653
Urban
Comprehensive
null
6
563
2
2023-01-12 15:21:39.119168
Average
No
Rarely
House
107
1,197,212
22
Female
58,877
Divorced
2
PhD
Employed
47.544435
Urban
Comprehensive
2
0
704
8
2021-08-22 15:21:39.199447
Poor
Yes
Monthly
Condo
2,141
1,197,213
21
Female
25,481
Single
3
PhD
Self-Employed
19.753359
Suburban
Comprehensive
1
14
659
9
2020-03-12 15:21:39.103944
Poor
No
Rarely
Condo
1,842
1,197,214
55
Female
121,642
Divorced
1
Master's
Unemployed
16.640127
Suburban
Comprehensive
null
18
null
9
2022-08-01 15:21:39.213373
Average
Yes
Rarely
House
294
1,197,215
35
Female
80,652
Divorced
2
High School
Employed
12.858278
Rural
Comprehensive
1
10
763
3
2021-11-16 15:21:39.226954
Poor
No
Rarely
Condo
340
1,197,216
47
Female
44,365
Single
1
High School
Unemployed
42.039744
Suburban
Basic
0
11
null
6
2024-02-20 15:21:39.256696
Average
Yes
Monthly
Condo
857
1,197,217
53
Male
23,513
Married
0
Bachelor's
Self-Employed
14.348465
Rural
Basic
0
17
608
9
2022-12-07 15:21:39.204790
Good
Yes
Daily
House
215
1,197,218
59
Male
5,768
Married
1
Bachelor's
Employed
44.738199
Urban
Premium
0
0
669
4
2020-09-12 15:21:39.176717
Average
Yes
Daily
Apartment
642
1,197,219
59
Male
30,368
Single
2
Master's
Employed
23.923623
Urban
Premium
null
18
821
5
2023-07-05 15:21:39.155231
Good
No
Daily
House
809
1,197,220
18
Male
101,914
Married
null
Bachelor's
null
22.773445
Urban
Basic
1
16
589
9
2019-12-03 15:21:39.237118
Good
No
Rarely
House
2,484
1,197,221
19
Male
17,079
Married
4
Master's
Employed
35.114738
Urban
Basic
null
0
null
5
2020-06-01 15:21:39.192212
Average
Yes
Monthly
Apartment
532
1,197,222
59
Female
633
Married
4
PhD
null
21.092628
Suburban
Basic
3
4
464
7
2023-01-25 15:21:39.155231
Good
No
Monthly
Apartment
1,588
1,197,223
28
Male
3,322
Divorced
1
PhD
Employed
null
Rural
Comprehensive
2
2
757
3
2023-12-05 15:21:39.167099
Good
Yes
Weekly
Apartment
33
1,197,224
40
Female
53,747
Married
null
High School
Self-Employed
43.939498
Urban
Comprehensive
null
7
799
7
2022-05-06 15:21:39.287115
Poor
Yes
Weekly
Condo
92
1,197,225
42
Female
16,051
Divorced
3
Master's
Unemployed
20.955222
Rural
Premium
3
16
801
1
2020-05-30 15:21:39.132191
Average
No
Weekly
Apartment
828
1,197,226
57
Male
1,145
Married
4
Master's
Self-Employed
null
Suburban
Comprehensive
null
9
719
5
2020-08-08 15:21:39.128286
Average
No
Monthly
House
654
1,197,227
35
Female
131,172
Divorced
4
PhD
Self-Employed
45.029076
Urban
Basic
null
1
335
5
2023-10-18 15:21:39.172097
Average
No
Daily
Condo
2,321
1,197,228
28
Male
37,000
Married
4
PhD
Employed
16.823784
Urban
Basic
null
1
669
9
2024-05-05 15:21:39.229482
Poor
Yes
Weekly
Condo
772
1,197,229
37
Male
55,761
Divorced
3
Master's
Employed
13.585842
Rural
Comprehensive
3
11
397
8
2022-09-13 15:21:39.105504
Poor
Yes
Monthly
Apartment
2,057
1,197,230
55
Female
15,258
Single
3
PhD
Unemployed
42.974269
Suburban
Premium
null
14
579
6
2023-05-24 15:21:39.134960
Good
No
Monthly
Apartment
577
1,197,231
57
Male
8,737
Single
null
PhD
Unemployed
25.979223
Urban
Comprehensive
null
9
791
4
2024-02-29 15:21:39.090124
Poor
No
Rarely
Condo
27
1,197,232
43
Female
33,613
Married
0
Master's
Employed
16.867889
Rural
Basic
null
0
778
3
2022-09-05 15:21:39.268507
Average
Yes
Daily
Apartment
573
1,197,233
49
Female
30,703
Single
0
Master's
Self-Employed
29.894493
Urban
Comprehensive
0
9
796
2
2021-07-11 15:21:39.237118
null
No
Weekly
Condo
673
1,197,234
64
Female
28,717
Married
3
Master's
Unemployed
14.067018
Suburban
Comprehensive
0
2
738
9
2024-01-06 15:21:39.266452
Average
Yes
Weekly
House
1,396
1,197,235
40
Female
4,518
Single
0
High School
Unemployed
10.654207
Suburban
Basic
0
3
556
6
2021-09-18 15:21:39.226954
Good
No
Rarely
Apartment
34
1,197,236
45
Male
52,016
Divorced
2
Master's
Employed
21.317801
Rural
Premium
3
8
468
7
2023-07-07 15:21:39.154008
Good
No
Weekly
House
422
1,197,237
25
Male
759
Divorced
0
High School
null
25.83926
Urban
Basic
2
13
null
3
2024-07-11 15:21:39.108562
Good
No
Daily
Apartment
2,188
1,197,238
36
Female
4,892
Married
4
Master's
Self-Employed
null
Rural
Premium
0
18
531
8
2020-02-29 15:21:39.288099
Average
No
Weekly
Condo
583
1,197,239
44
Female
50,593
Married
0
Master's
null
17.072711
Rural
Basic
0
8
398
9
2021-06-24 15:21:39.198406
Average
Yes
Rarely
Apartment
703
1,197,240
35
Male
23,562
Divorced
0
Master's
Employed
45.81465
Rural
Comprehensive
2
6
null
8
2022-01-25 15:21:39.179186
Poor
Yes
Rarely
Condo
892
1,197,241
53
Female
25,747
Divorced
4
Master's
Self-Employed
18.394561
Urban
Premium
null
10
690
5
2022-02-24 15:21:39.271453
Average
No
Monthly
Apartment
710
1,197,242
55
Male
104,021
Divorced
0
Bachelor's
Self-Employed
25.186815
Rural
Premium
null
3
434
9
2020-05-09 15:21:39.167099
Good
Yes
Weekly
House
611
1,197,243
39
Male
null
Single
0
PhD
Unemployed
27.868373
Suburban
Basic
0
13
326
5
2022-10-18 15:21:39.192212
Poor
No
Rarely
Condo
582
1,197,244
43
Female
48,676
Married
4
PhD
Unemployed
27.498089
Rural
Basic
2
5
474
1
2022-01-08 15:21:39.084065
Average
No
Rarely
Apartment
27
1,197,245
51
Male
24,249
Single
4
High School
Unemployed
6.611471
Rural
Premium
0
0
749
1
2024-01-27 15:21:39.086123
Poor
Yes
Weekly
Condo
1,759
1,197,246
39
Female
13,411
Married
4
High School
null
22.9589
Urban
Comprehensive
0
5
692
9
2023-02-05 15:21:39.205850
Average
Yes
Daily
Apartment
595
1,197,247
51
Male
44,456
Married
null
Bachelor's
null
17.27604
Suburban
Premium
3
7
null
3
2024-02-25 15:21:39.226954
Poor
Yes
Rarely
Condo
3,441
1,197,248
57
Female
93,539
Divorced
2
High School
Employed
50.556058
Suburban
Premium
1
3
null
7
2020-06-07 15:21:39.111551
Average
Yes
Monthly
Condo
37
1,197,249
60
Male
1,401
Single
2
High School
Unemployed
36.011933
Rural
Basic
3
6
411
7
2021-10-28 15:21:39.085129
Average
Yes
Weekly
House
1,187
1,197,250
42
Male
62,646
Single
null
Bachelor's
null
25.670153
Urban
Basic
0
8
670
7
2019-11-16 15:21:39.177724
Poor
Yes
Weekly
Apartment
3,056
1,197,251
48
Male
16,053
Married
null
High School
Unemployed
7.834609
Rural
Basic
null
3
476
6
2023-10-03 15:21:39.122134
Good
No
Rarely
Apartment
2,156
1,197,252
47
Female
1,133
Married
0
PhD
Self-Employed
16.477793
Suburban
Premium
1
10
457
5
2019-11-15 15:21:39.130190
Good
Yes
Rarely
Apartment
1,249
1,197,253
38
Male
6,964
Divorced
2
High School
Unemployed
9.193818
Urban
Premium
0
4
682
6
2020-02-27 15:21:39.113566
Poor
No
Rarely
Condo
1,234
1,197,254
49
Female
135,562
Single
1
Bachelor's
null
25.396917
Suburban
Basic
0
3
846
7
2019-11-22 15:21:39.280784
Poor
No
Weekly
Condo
2,821
1,197,255
22
Female
23,193
Divorced
4
PhD
null
4.450162
Rural
Premium
0
13
727
8
2021-06-13 15:21:39.223901
Good
Yes
Daily
Apartment
1,152
1,197,256
37
Female
132,321
Married
4
PhD
Unemployed
21.639334
Urban
Basic
0
17
595
7
2024-06-01 15:21:39.094752
null
Yes
Daily
Apartment
3,628
1,197,257
22
Female
93,052
Married
4
Master's
null
31.255646
Urban
Comprehensive
0
3
303
4
2024-08-03 15:21:39.101733
Good
No
Monthly
Apartment
48
1,197,258
55
Male
3,100
Married
3
High School
Self-Employed
29.964362
Rural
Comprehensive
1
8
794
7
2021-04-24 15:21:39.134960
Good
No
Rarely
Apartment
2,347
1,197,259
18
Male
25,602
Single
0
PhD
Self-Employed
46.798045
Suburban
Premium
0
7
730
2
2022-05-16 15:21:39.226954
Poor
No
Daily
Apartment
677
1,197,260
27
Male
40,154
Married
1
Master's
Employed
8.619521
Urban
Comprehensive
null
12
null
5
2021-12-23 15:21:39.133866
Good
No
Monthly
Condo
523
1,197,261
64
Female
47,718
Married
2
PhD
null
3.055827
Suburban
Comprehensive
null
7
357
5
2020-05-18 15:21:39.206847
Good
No
Monthly
Apartment
813
1,197,262
23
Male
3,472
Married
4
Bachelor's
Unemployed
40.892316
Suburban
Comprehensive
0
9
null
2
2020-02-07 15:21:39.191219
null
Yes
Rarely
Apartment
2,056
1,197,263
38
Female
105,929
Married
1
High School
null
null
Rural
Basic
2
17
681
9
2022-01-26 15:21:39.286113
Good
Yes
Rarely
Apartment
2,176
1,197,264
35
Male
26,950
Single
4
Master's
null
21.902205
Urban
Premium
null
19
595
2
2022-07-25 15:21:39.237118
Average
Yes
Rarely
Apartment
602
1,197,265
33
Female
3,928
Married
4
Master's
Self-Employed
32.673015
Rural
Basic
null
9
411
5
2020-01-29 15:21:39.252145
Average
No
Weekly
Condo
730
1,197,266
54
Male
102,255
Divorced
3
High School
Unemployed
28.52705
Suburban
Comprehensive
null
12
407
7
2023-06-28 15:21:39.128286
null
No
Rarely
Condo
847
1,197,267
31
Male
24,146
Divorced
1
High School
null
15.939005
Urban
Premium
3
8
602
1
2020-05-06 15:21:39.082499
Poor
No
Monthly
House
1,588
1,197,268
59
Female
14,072
Married
null
PhD
Unemployed
3.85946
Urban
Basic
1
14
703
8
2022-05-21 15:21:39.202448
Average
No
Daily
Condo
1,207
1,197,269
61
Male
1,044
Single
0
PhD
Unemployed
34.097694
Urban
Premium
2
16
616
6
2020-10-12 15:21:39.134960
Average
Yes
Daily
Condo
1,601
1,197,270
61
Female
36,985
Married
4
High School
Employed
12.846108
Suburban
Basic
null
16
790
2
2020-07-09 15:21:39.223390
Average
No
Rarely
House
736
1,197,271
45
Female
109,831
Married
4
PhD
Employed
32.281942
Rural
Premium
3
9
805
8
2019-11-20 15:21:39.265513
Poor
No
Daily
House
1,806
1,197,272
64
Male
5,769
Divorced
2
Master's
null
33.058184
Suburban
Basic
null
16
823
4
2022-08-15 15:21:39.237118
Good
No
Monthly
Apartment
1,043
1,197,273
42
Male
695
Divorced
0
Master's
null
6.559967
Suburban
Premium
0
1
841
9
2024-06-07 15:21:39.218388
Average
No
Monthly
Condo
2,409
1,197,274
46
Male
34,686
Married
0
Master's
Employed
17.085061
Suburban
Basic
null
6
743
5
2022-06-07 15:21:39.278402
Average
Yes
Weekly
Apartment
1,228
1,197,275
56
Male
11,197
Divorced
0
Bachelor's
Self-Employed
28.99119
Urban
Comprehensive
null
18
766
6
2022-04-19 15:21:39.134960
Average
Yes
Rarely
Condo
541
1,197,276
56
Female
4,955
Divorced
0
High School
null
12.98183
Suburban
Basic
0
4
576
5
2019-12-12 15:21:39.237118
Good
No
Rarely
House
446
1,197,277
46
Male
86,522
Single
0
Master's
Unemployed
52.497593
Urban
Comprehensive
null
18
791
4
2022-05-17 15:21:39.289099
Poor
Yes
Rarely
House
1,342
1,197,278
39
Female
1,314
Divorced
0
Bachelor's
Employed
null
Rural
Comprehensive
1
10
605
9
2021-08-10 15:21:39.081504
Average
Yes
Monthly
Apartment
903
1,197,279
31
Male
16,221
Divorced
1
High School
Self-Employed
27.712925
Urban
Basic
0
3
422
8
2022-03-26 15:21:39.125660
Poor
Yes
Daily
House
443
1,197,280
59
Male
38,588
Married
4
Bachelor's
null
31.567781
Rural
Basic
2
14
750
1
2022-09-27 15:21:39.134960
Good
Yes
Weekly
Condo
1,471
1,197,281
50
Female
21,082
Married
2
Master's
null
25.056015
Suburban
Premium
2
1
632
8
2020-10-21 15:21:39.223901
Good
Yes
Rarely
House
663
1,197,282
51
Male
14,093
Divorced
4
High School
Self-Employed
15.056911
Urban
Premium
0
7
558
7
2024-02-13 15:21:39.177724
Poor
Yes
Daily
Condo
3,171
1,197,283
49
Male
5,967
Married
1
Master's
Unemployed
36.938733
Suburban
Basic
null
1
699
6
2022-05-20 15:21:39.209847
Good
No
Daily
House
2,888
1,197,284
19
Male
51,867
Divorced
4
Bachelor's
null
24.584998
Urban
Basic
2
14
643
5
2021-02-14 15:21:39.267454
Good
Yes
Rarely
Condo
2,267
1,197,285
47
Female
33,606
Single
1
Master's
Unemployed
27.636399
Suburban
Basic
1
0
328
3
2021-03-02 15:21:39.218388
Good
No
Weekly
House
873
1,197,286
39
Male
22,413
Married
2
High School
Employed
28.654216
Urban
Basic
1
6
null
6
2021-02-08 15:21:39.155231
Good
No
Rarely
Apartment
843
1,197,287
30
Female
131,526
Married
4
Bachelor's
Unemployed
21.689513
Urban
Premium
1
8
413
5
2023-11-24 15:21:39.225916
Poor
No
Rarely
House
304
1,197,288
45
Female
13,881
Married
4
Bachelor's
Self-Employed
16.726118
Rural
Premium
2
2
678
8
2021-10-01 15:21:39.180553
Good
Yes
Daily
Apartment
1,298
1,197,289
37
Male
59,074
Divorced
3
High School
null
50.290171
Urban
Basic
0
13
494
6
2024-05-28 15:21:39.246098
Poor
No
Weekly
Condo
25
1,197,290
20
Female
null
Single
4
Bachelor's
Employed
15.293624
Suburban
Basic
1
18
404
2
2024-04-29 15:21:39.084065
Average
No
Rarely
Apartment
1,372
1,197,291
61
Female
1,039
Single
3
Master's
Employed
38.259811
Urban
Comprehensive
3
14
522
3
2023-12-02 15:21:39.226954
Poor
Yes
Monthly
House
2,102
1,197,292
20
Female
70,638
Divorced
null
Bachelor's
Employed
43.177701
Urban
Basic
0
11
651
5
2021-12-13 15:21:39.155231
Poor
Yes
Monthly
Apartment
115
1,197,293
48
Female
20,212
Single
2
PhD
Self-Employed
30.379942
Suburban
Premium
null
14
693
7
2021-09-04 15:21:39.134960
Average
No
Monthly
Condo
787
1,197,294
32
Female
3,939
Married
3
PhD
null
35.990879
Rural
Premium
0
18
null
3
2021-08-26 15:21:39.122134
null
No
Daily
House
2,847
1,197,295
55
Male
37,406
Single
1
High School
null
35.27986
Urban
Basic
0
5
772
9
2023-04-17 15:21:39.155231
Poor
Yes
Rarely
Apartment
704
1,197,296
46
Female
319
Divorced
3
High School
Employed
30.332383
Rural
Premium
null
18
559
1
2023-01-11 15:21:39.155231
Good
Yes
Weekly
House
538
1,197,297
61
Male
null
Divorced
3
Bachelor's
Employed
null
Rural
Basic
1
19
566
8
2019-08-25 15:21:39.134960
Average
No
Weekly
House
3,436
1,197,298
22
Male
37,606
Married
3
Bachelor's
Unemployed
6.274312
Urban
Basic
null
14
507
1
2020-02-23 15:21:39.281787
Poor
Yes
Weekly
Condo
705
1,197,299
51
Male
24,891
Divorced
0
Bachelor's
Employed
20.676702
Rural
Premium
null
6
null
7
2023-08-31 15:21:39.192212
Poor
No
Weekly
Apartment
619