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
1,184,200
38
Male
939
Single
3
Bachelor's
null
13.058525
Rural
Basic
null
10
336
4
2023-09-04 15:21:39.231531
Poor
No
Daily
House
2,133
1,184,201
42
Male
20,303
Married
2
Master's
null
9.39853
Urban
Basic
1
4
716
7
2022-11-22 15:21:39.083497
Good
Yes
Weekly
House
1,503
1,184,202
29
Female
47,768
Married
null
Master's
Unemployed
5.823355
Suburban
Comprehensive
3
3
328
8
2022-07-08 15:21:39.189223
Average
Yes
Monthly
Condo
659
1,184,203
39
Male
37,606
Married
0
Bachelor's
Employed
47.288217
Urban
Comprehensive
null
3
418
8
2020-03-17 15:21:39.198406
Average
No
Monthly
Condo
690
1,184,204
62
Male
7,086
Married
3
PhD
Self-Employed
15.397616
Rural
Basic
1
19
764
7
2023-07-15 15:21:39.134960
Average
Yes
Rarely
Apartment
2,409
1,184,205
49
Male
55,912
Divorced
2
Master's
null
21.361524
Suburban
Comprehensive
null
0
527
5
2021-08-31 15:21:39.237118
Good
Yes
Weekly
Condo
249
1,184,206
38
Male
131,252
Married
0
Bachelor's
Self-Employed
35.068213
Urban
Comprehensive
null
6
625
9
2023-05-24 15:21:39.185215
Average
Yes
Weekly
Condo
360
1,184,207
48
Male
44,715
Divorced
null
High School
Employed
3.946804
Suburban
Basic
0
13
447
1
2023-07-18 15:21:39.216387
Average
No
Daily
Condo
101
1,184,208
52
Male
9,188
Married
3
PhD
Self-Employed
49.847449
Urban
Premium
null
7
726
5
2020-04-19 15:21:39.172097
Good
Yes
Daily
Apartment
633
1,184,209
64
Female
45,109
Married
1
PhD
Employed
7.106329
Rural
Premium
null
1
623
5
2024-04-25 15:21:39.288099
Average
No
Weekly
Condo
2,872
1,184,210
46
Male
61,228
Single
4
Bachelor's
Employed
9.452328
Rural
Basic
0
8
603
2
2024-02-09 15:21:39.122134
Good
No
Rarely
House
262
1,184,211
53
Female
74,977
Single
0
Master's
null
36.828801
Rural
Premium
2
18
761
4
2019-11-23 15:21:39.170099
Average
No
Weekly
Condo
39
1,184,212
51
Female
44,633
Married
4
Master's
null
18.79892
Suburban
Comprehensive
0
9
null
4
2023-09-22 15:21:39.219432
Good
No
Rarely
House
4,982
1,184,213
56
Female
12,595
Married
null
PhD
null
17.959574
Urban
Basic
0
19
null
5
2021-07-25 15:21:39.151732
Average
No
Daily
House
351
1,184,214
54
Male
7,991
Single
0
Bachelor's
Self-Employed
null
Rural
Basic
1
17
454
9
2024-05-22 15:21:39.263607
Poor
Yes
Weekly
Apartment
628
1,184,215
56
Male
43,434
Divorced
3
Master's
null
27.896203
Rural
Premium
0
16
761
9
2020-07-11 15:21:39.205850
Average
Yes
Weekly
Condo
434
1,184,216
54
Male
51,588
Divorced
2
PhD
null
10.008884
Urban
Premium
1
7
465
2
2021-07-24 15:21:39.164044
Average
No
Monthly
House
382
1,184,217
36
Female
363
Married
0
Master's
null
37.234436
Suburban
Premium
4
17
503
3
2021-06-08 15:21:39.261856
Average
No
Rarely
Condo
941
1,184,218
30
Female
87,374
Married
4
Master's
null
37.968548
Rural
Premium
null
13
413
8
2021-04-29 15:21:39.102694
Poor
No
Monthly
House
510
1,184,219
19
Male
24,667
Single
1
High School
Employed
null
Rural
Premium
1
4
588
7
2021-08-12 15:21:39.092127
Good
No
Weekly
House
962
1,184,220
29
Male
33,766
Married
2
Master's
null
6.928282
Suburban
Comprehensive
null
9
563
9
2023-10-05 15:21:39.204201
Average
Yes
Weekly
Apartment
557
1,184,221
30
Male
16,127
Married
1
High School
Employed
33.89366
Rural
Premium
null
2
422
9
2022-07-09 15:21:39.155231
Average
Yes
Daily
Apartment
1,527
1,184,222
59
Female
512
Married
1
High School
null
16.946553
Rural
Premium
null
1
409
2
2024-06-16 15:21:39.155231
Average
Yes
Daily
House
36
1,184,223
37
Female
39,731
Divorced
4
PhD
Unemployed
32.291885
Urban
Premium
0
16
657
9
2024-05-06 15:21:39.169102
Good
Yes
Rarely
Condo
27
1,184,224
41
Male
104,914
Divorced
1
High School
Employed
43.389416
Urban
Premium
0
12
null
2
2024-06-08 15:21:39.131192
null
No
Monthly
Apartment
110
1,184,225
35
Female
38,572
Divorced
1
PhD
Self-Employed
5.573099
Rural
Comprehensive
5
2
586
3
2022-09-19 15:21:39.237118
Poor
No
Rarely
House
945
1,184,226
63
Female
6,730
Divorced
1
Master's
Unemployed
33.602564
Rural
Premium
3
7
607
9
2020-12-14 15:21:39.176717
Average
No
Rarely
Condo
951
1,184,227
44
Male
53,575
Divorced
0
High School
Employed
14.802618
Suburban
Premium
0
2
442
5
2024-07-02 15:21:39.088124
Poor
Yes
Rarely
Apartment
2,516
1,184,228
61
Female
36,679
Married
4
Bachelor's
Self-Employed
35.845763
Rural
Comprehensive
null
2
362
2
2020-07-30 15:21:39.222387
null
Yes
Rarely
Condo
532
1,184,229
25
Male
null
Divorced
0
PhD
null
13.958643
Urban
Comprehensive
0
6
697
1
2023-05-10 15:21:39.219432
null
Yes
Daily
Condo
2,092
1,184,230
19
Male
506
Single
3
Master's
Self-Employed
17.16203
Suburban
Basic
null
8
472
8
2023-11-23 15:21:39.126661
Average
Yes
Monthly
Apartment
930
1,184,231
28
Male
54,463
Married
0
Master's
Self-Employed
21.479745
Urban
Premium
0
1
805
7
2021-03-26 15:21:39.122134
Poor
Yes
Monthly
Condo
335
1,184,232
31
Male
27,114
Divorced
4
Bachelor's
null
11.951078
Suburban
Basic
2
13
382
3
2023-07-18 15:21:39.228521
Average
No
Monthly
Apartment
779
1,184,233
27
Female
32,619
Divorced
4
High School
Employed
27.868373
Rural
Premium
null
4
326
5
2021-02-26 15:21:39.185215
Poor
No
Rarely
House
655
1,184,234
25
Male
4,079
Married
1
PhD
Employed
4.578426
Urban
Premium
1
3
581
6
2020-06-30 15:21:39.087123
Good
Yes
Daily
Condo
29
1,184,235
43
Male
26,982
Single
1
PhD
null
null
Urban
Premium
0
15
523
1
2020-12-26 15:21:39.134960
Average
No
Monthly
Apartment
735
1,184,236
59
Male
71,855
Single
2
Master's
null
24.955158
Urban
Basic
null
4
434
5
2022-05-10 15:21:39.102694
Good
No
Weekly
House
1,932
1,184,237
56
Male
1,077
Divorced
1
PhD
Employed
34.815719
Urban
Comprehensive
null
5
324
5
2022-10-24 15:21:39.251142
Good
No
Weekly
Apartment
751
1,184,238
47
Male
1,433
Divorced
1
Bachelor's
Employed
23.396471
Rural
Premium
null
10
536
1
2024-08-11 15:21:39.155231
Good
Yes
Rarely
Condo
2,873
1,184,239
30
Male
7,927
Divorced
null
PhD
null
20.912804
Suburban
Comprehensive
0
15
439
3
2020-06-29 15:21:39.172097
Good
Yes
Rarely
Apartment
1,733
1,184,240
26
Female
62,583
Single
4
Bachelor's
Employed
27.289925
Rural
Comprehensive
null
18
410
9
2023-04-14 15:21:39.155231
Average
No
Rarely
Apartment
73
1,184,241
31
Male
45,006
Divorced
4
Bachelor's
null
11.569546
Rural
Premium
1
3
609
8
2021-01-26 15:21:39.155231
Poor
Yes
Weekly
Condo
476
1,184,242
40
Female
16,359
Single
null
High School
Unemployed
14.868182
Rural
Basic
null
8
361
1
2021-11-02 15:21:39.249100
Average
Yes
Monthly
House
2,002
1,184,243
45
Female
78,958
Single
4
Master's
Employed
25.737843
Urban
Basic
null
13
462
4
2021-05-28 15:21:39.193945
null
No
Monthly
Apartment
1,263
1,184,244
null
Male
59,913
Divorced
0
High School
Unemployed
5.331066
Suburban
Premium
1
11
674
8
2019-09-27 15:21:39.253660
Good
No
Weekly
Condo
198
1,184,245
42
Female
2,476
Single
4
PhD
Employed
36.834852
Suburban
Comprehensive
null
16
708
8
2020-08-08 15:21:39.126661
Poor
No
Rarely
Apartment
431
1,184,246
27
Male
50,815
Single
1
Master's
null
30.639762
Suburban
Basic
0
4
716
8
2022-06-07 15:21:39.176717
Poor
Yes
Monthly
Condo
424
1,184,247
60
Female
141,798
Single
2
Master's
Unemployed
17.596562
Suburban
Comprehensive
1
1
326
8
2023-12-12 15:21:39.180553
Poor
Yes
Monthly
Condo
2,481
1,184,248
62
Male
6,510
Single
0
High School
null
27.290838
Suburban
Basic
0
4
538
8
2023-01-24 15:21:39.145732
Poor
No
Weekly
House
767
1,184,249
62
Female
18,216
Divorced
1
Bachelor's
null
24.849282
Urban
Comprehensive
2
14
406
9
2023-03-24 15:21:39.288099
Poor
No
Weekly
Condo
776
1,184,250
21
Male
91,654
null
4
High School
Self-Employed
9.056497
Suburban
Premium
null
5
551
8
2022-01-08 15:21:39.237118
null
Yes
Monthly
Condo
2,918
1,184,251
25
Male
53,620
null
0
High School
Employed
45.709727
Suburban
Comprehensive
0
9
391
9
2024-02-08 15:21:39.155231
Good
No
Daily
Apartment
4,835
1,184,252
21
Female
17,054
Single
1
Master's
Unemployed
28.365734
Rural
Comprehensive
null
16
548
8
2022-01-21 15:21:39.236064
Poor
Yes
Daily
Apartment
1,076
1,184,253
37
Male
1,034
Married
2
Bachelor's
Unemployed
30.787939
Rural
Comprehensive
0
17
472
2
2020-07-12 15:21:39.155231
Poor
No
Weekly
Apartment
2,345
1,184,254
null
Female
18,795
Single
1
Master's
Self-Employed
9.990565
Rural
Basic
0
10
551
2
2024-05-01 15:21:39.134960
Poor
Yes
Rarely
House
951
1,184,255
36
Female
72,810
Divorced
0
Master's
Unemployed
29.908321
Rural
Basic
null
9
516
1
2023-02-25 15:21:39.194829
Good
Yes
Rarely
Apartment
358
1,184,256
45
Female
24,396
Married
2
PhD
Self-Employed
22.73516
Suburban
Basic
null
4
683
8
2023-02-02 15:21:39.130190
Poor
No
Weekly
Apartment
829
1,184,257
19
Male
3,689
Married
0
Master's
Unemployed
null
Urban
Basic
0
2
463
1
2021-12-20 15:21:39.268507
Average
Yes
Daily
Apartment
959
1,184,258
38
Male
928
Divorced
2
PhD
null
18.764987
Urban
Premium
0
9
473
4
2020-03-19 15:21:39.237118
Good
Yes
Rarely
Apartment
1,068
1,184,259
54
Female
305
Married
0
PhD
Employed
46.132266
Suburban
Comprehensive
null
4
659
8
2022-01-25 15:21:39.237118
Poor
No
Monthly
Apartment
1,006
1,184,260
59
Male
26,845
Single
1
High School
null
37.898666
Rural
Premium
0
17
null
9
2024-07-07 15:21:39.171102
Good
Yes
Weekly
House
2,629
1,184,261
45
Male
6,416
Married
1
PhD
Self-Employed
14.565819
Rural
Basic
null
7
816
7
2022-05-05 15:21:39.155231
Average
Yes
Monthly
Apartment
795
1,184,262
62
Male
9,909
Single
3
Bachelor's
Employed
47.651187
Urban
Premium
0
7
599
7
2019-10-12 15:21:39.220389
Average
No
Daily
House
831
1,184,263
null
Male
2,458
Married
1
Master's
Unemployed
28.52993
Suburban
Basic
0
0
null
6
2022-05-01 15:21:39.257696
Good
Yes
Rarely
Condo
140
1,184,264
19
Female
63,772
Single
null
PhD
Unemployed
32.388936
Rural
Premium
2
12
503
1
2021-10-12 15:21:39.213373
Good
Yes
Monthly
Apartment
1,777
1,184,265
34
Male
128,874
null
0
Bachelor's
Employed
33.823222
Rural
Basic
2
11
580
9
2019-10-06 15:21:39.237118
Good
No
Rarely
Condo
45
1,184,266
37
Female
2,888
Divorced
1
Bachelor's
Self-Employed
11.952937
Urban
Basic
null
9
526
1
2021-01-23 15:21:39.272456
Average
No
Daily
Condo
2,088
1,184,267
59
Female
17,107
Divorced
2
PhD
Self-Employed
10.94585
Suburban
Comprehensive
null
3
846
6
2023-10-11 15:21:39.155231
Good
Yes
Weekly
Condo
147
1,184,268
24
Female
6,604
Single
1
PhD
Self-Employed
47.80806
Rural
Basic
0
2
688
4
2021-06-11 15:21:39.117183
Poor
No
Monthly
House
1,793
1,184,269
29
Male
2,301
Single
3
Master's
Employed
8.261934
Suburban
Comprehensive
null
11
829
2
2021-07-18 15:21:39.134960
Good
Yes
Daily
Condo
1,837
1,184,270
35
Female
16,219
Married
1
Master's
null
15.993598
Rural
Premium
0
5
348
6
2023-05-18 15:21:39.155231
Poor
No
Rarely
Apartment
790
1,184,271
57
Male
5,711
Divorced
3
Bachelor's
null
16.869113
Urban
Premium
null
16
668
8
2021-09-16 15:21:39.147735
Poor
No
Daily
Apartment
1,595
1,184,272
35
Male
42,760
Divorced
4
Master's
Self-Employed
38.318623
Urban
Premium
0
14
452
9
2024-02-09 15:21:39.281787
Good
Yes
Rarely
House
120
1,184,273
40
Female
669
Single
null
PhD
Self-Employed
20.35456
Suburban
Comprehensive
1
2
743
6
2020-03-17 15:21:39.126661
Average
No
Rarely
Condo
2,747
1,184,274
23
Male
106,466
Divorced
null
Bachelor's
Employed
19.307551
Urban
Premium
0
0
484
5
2020-04-15 15:21:39.150730
Average
No
Weekly
Apartment
3,735
1,184,275
49
Male
29,392
Single
3
PhD
Unemployed
4.353434
Rural
Basic
2
4
674
7
2019-09-29 15:21:39.099739
Average
No
Monthly
Apartment
961
1,184,276
26
Male
37,059
Divorced
4
High School
Employed
26.413834
Urban
Premium
2
4
742
8
2021-03-04 15:21:39.155231
Average
Yes
Rarely
House
531
1,184,277
null
Female
23,755
Divorced
0
Master's
null
37.24342
Suburban
Premium
0
15
null
7
2020-12-04 15:21:39.155231
Poor
No
Monthly
Apartment
891
1,184,278
31
Male
15,987
Married
3
Bachelor's
Self-Employed
20.993718
Rural
Basic
1
10
830
1
2023-04-16 15:21:39.205850
Average
No
Weekly
Condo
515
1,184,279
46
Male
17,177
Married
null
Bachelor's
Self-Employed
11.05363
Urban
Premium
0
10
null
6
2023-08-17 15:21:39.092127
Poor
No
Weekly
Condo
1,131
1,184,280
63
Female
64,728
Divorced
4
Bachelor's
Unemployed
33.938686
Suburban
Comprehensive
1
11
627
5
2021-09-03 15:21:39.108562
null
No
Weekly
House
22
1,184,281
31
Female
63,869
Single
1
Bachelor's
Self-Employed
29.372766
Urban
Basic
2
2
null
3
2023-07-21 15:21:39.164044
Poor
Yes
Daily
Condo
2,678
1,184,282
37
Female
32,009
Single
0
Master's
Employed
35.8295
Rural
Premium
null
5
571
5
2021-11-28 15:21:39.276901
Average
Yes
Daily
House
623
1,184,283
22
Male
34,472
Married
3
Bachelor's
null
22.189934
Rural
Premium
0
2
487
7
2021-03-16 15:21:39.225916
Good
No
Monthly
Condo
1,795
1,184,284
20
Female
7,090
Single
0
PhD
null
44.889624
Rural
Basic
0
0
326
7
2023-12-28 15:21:39.191219
Average
No
Monthly
Apartment
1,530
1,184,285
46
Female
1,478
Married
0
Master's
Self-Employed
16.914921
Suburban
Comprehensive
1
1
833
8
2023-04-29 15:21:39.225916
Average
No
Rarely
Apartment
2,156
1,184,286
29
Male
15,983
Single
null
High School
null
null
Urban
Premium
2
4
783
1
2022-08-21 15:21:39.155231
Poor
No
Weekly
House
1,878
1,184,287
52
Female
901
Single
null
High School
Unemployed
null
Rural
Premium
0
12
519
8
2024-06-12 15:21:39.116179
Poor
Yes
Rarely
Apartment
638
1,184,288
48
Male
39,888
Divorced
4
PhD
null
28.323879
Suburban
Basic
0
15
433
7
2020-05-12 15:21:39.111551
Poor
Yes
Monthly
House
1,158
1,184,289
30
Male
92,533
Married
2
PhD
Self-Employed
41.353824
Suburban
Premium
null
0
421
1
2019-11-01 15:21:39.194829
Poor
Yes
Weekly
Condo
1,517
1,184,290
20
Female
43,933
Single
2
Master's
Unemployed
8.068954
Suburban
Basic
null
17
null
1
2020-08-30 15:21:39.274993
Average
Yes
Weekly
House
657
1,184,291
19
Male
35
Married
0
High School
Employed
null
Urban
Comprehensive
2
9
731
2
2020-05-11 15:21:39.209847
Good
No
Daily
Condo
532
1,184,292
31
Female
18,509
Married
2
High School
Employed
49.052637
Rural
Basic
1
12
null
4
2020-08-20 15:21:39.146733
Good
No
Monthly
Apartment
2,125
1,184,293
22
Male
43,850
Single
0
Master's
null
26.95848
Urban
Premium
0
14
607
2
2022-04-25 15:21:39.244069
Average
Yes
Rarely
Condo
822
1,184,294
61
Male
51,720
Single
4
High School
Employed
16.495847
Rural
Basic
null
16
322
5
2022-10-04 15:21:39.259788
null
Yes
Weekly
Condo
1,067
1,184,295
44
Female
20,535
Married
4
Bachelor's
null
25.125004
Urban
Comprehensive
0
13
444
6
2020-10-20 15:21:39.100695
Poor
No
Weekly
House
243
1,184,296
null
Male
7,095
Single
4
High School
Self-Employed
15.812609
Rural
Basic
0
6
718
7
2023-09-14 15:21:39.134960
Good
Yes
Weekly
Condo
2,069
1,184,297
56
Male
59,611
Divorced
0
Bachelor's
Self-Employed
46.481514
Rural
Comprehensive
1
14
518
2
2023-06-26 15:21:39.283783
Poor
Yes
Rarely
Apartment
150
1,184,298
null
Male
9,556
Single
null
High School
Employed
34.180839
Suburban
Comprehensive
null
14
null
2
2022-11-01 15:21:39.134960
Average
Yes
Monthly
Condo
607
1,184,299
20
Female
89,252
Married
null
Master's
Self-Employed
29.342251
Rural
Comprehensive
0
16
622
3
2020-06-21 15:21:39.194829
Average
No
Monthly
Apartment
159