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
53,200
38
Male
45,921
Divorced
0
Master's
null
26.574543
Suburban
Basic
null
7
842
8
2024-08-12 15:21:39.148733
Average
Yes
Daily
Condo
1,130
53,201
41
Male
7,077
Married
2
PhD
null
21.711742
Suburban
Premium
null
12
844
1
2020-10-21 15:21:39.155231
Poor
No
Monthly
Condo
1,146
53,202
37
Female
null
Single
1
Bachelor's
null
51.970878
Suburban
Premium
1
9
784
8
2022-04-09 15:21:39.226954
Average
Yes
Daily
House
966
53,203
50
Female
14,054
Single
0
Master's
null
28.772792
Urban
Premium
null
1
804
6
2020-11-13 15:21:39.237118
Good
Yes
Daily
Apartment
3,623
53,204
45
Female
49,093
null
0
Master's
Unemployed
25.777564
Suburban
Basic
6
11
556
4
2019-12-16 15:21:39.283783
Average
Yes
Weekly
Apartment
576
53,205
null
Female
20,243
Divorced
null
Bachelor's
null
35.752453
Suburban
Comprehensive
2
0
743
5
2021-10-18 15:21:39.134960
Good
Yes
Daily
House
956
53,206
58
Female
131,060
Divorced
4
PhD
Employed
26.926651
Urban
Premium
0
12
383
7
2021-12-30 15:21:39.270454
Good
Yes
Daily
Condo
4,393
53,207
53
Male
37,379
Divorced
3
Master's
Unemployed
26.374795
Suburban
Comprehensive
1
11
825
7
2023-06-03 15:21:39.256696
Good
Yes
Monthly
House
1,511
53,208
37
Female
33,861
Single
3
Master's
Unemployed
15.553476
Rural
Premium
1
1
335
5
2023-09-30 15:21:39.130190
Average
No
Rarely
Apartment
766
53,209
26
Female
24,382
Single
null
PhD
Unemployed
null
Rural
Premium
0
12
568
8
2024-03-27 15:21:39.146733
Average
Yes
Weekly
Condo
4,526
53,210
38
Male
61,869
Married
4
High School
null
40.536528
Suburban
Premium
3
4
745
6
2021-05-05 15:21:39.278402
Good
Yes
Monthly
Apartment
2,517
53,211
61
Female
null
Married
4
PhD
null
45.979743
Suburban
Premium
null
5
493
4
2019-08-19 15:21:39.155231
Good
Yes
Weekly
Condo
38
53,212
54
Female
12,086
Married
4
High School
Self-Employed
null
Suburban
Basic
null
17
525
8
2020-03-23 15:21:39.134960
Good
Yes
Monthly
Condo
543
53,213
52
Male
43,126
Single
4
PhD
Self-Employed
20.319851
Suburban
Comprehensive
0
15
698
5
2020-01-20 15:21:39.093681
Poor
No
Rarely
Condo
1,218
53,214
22
Female
23,273
Single
3
Bachelor's
null
12.792235
Urban
Premium
null
13
null
4
2023-12-24 15:21:39.288099
null
Yes
Weekly
Apartment
901
53,215
51
Female
23,157
Divorced
2
Bachelor's
Self-Employed
46.566181
Rural
Basic
3
0
326
1
2022-02-22 15:21:39.289099
Average
No
Monthly
House
884
53,216
62
Male
144,787
Single
3
High School
null
43.333548
Suburban
Premium
1
12
380
7
2022-11-21 15:21:39.211806
Average
Yes
Rarely
Apartment
524
53,217
47
Female
17,791
Divorced
1
High School
Self-Employed
27.096905
Suburban
Comprehensive
3
7
727
5
2024-07-26 15:21:39.205850
Poor
Yes
Daily
House
1,265
53,218
58
Male
64,727
Single
2
Master's
Employed
11.676032
Urban
Basic
1
6
506
3
2022-12-21 15:21:39.134960
null
No
Rarely
House
892
53,219
52
Male
35,321
Married
2
Bachelor's
Self-Employed
11.331033
Rural
Premium
2
17
670
1
2021-03-30 15:21:39.176717
Average
Yes
Monthly
Condo
3,387
53,220
20
Male
27,650
Divorced
4
Bachelor's
Unemployed
23.068579
Urban
Comprehensive
2
2
739
7
2021-08-08 15:21:39.155231
Average
Yes
Rarely
Apartment
705
53,221
49
Female
12,094
Divorced
1
High School
Self-Employed
17.173574
Urban
Premium
null
17
null
8
2022-08-11 15:21:39.231531
Average
No
Rarely
House
713
53,222
40
Female
101,543
Married
null
PhD
Self-Employed
14.959761
Suburban
Premium
2
11
486
4
2021-09-16 15:21:39.202448
Average
No
Daily
Apartment
3,118
53,223
33
Male
36,282
Single
1
Bachelor's
Employed
9.69245
Suburban
Comprehensive
null
13
524
9
2022-09-25 15:21:39.186212
Average
Yes
Daily
House
492
53,224
41
Female
25,052
Divorced
1
Bachelor's
Employed
21.936793
Rural
Comprehensive
null
16
576
1
2022-02-21 15:21:39.237118
Poor
Yes
Rarely
Condo
472
53,225
58
Male
7,701
Single
3
Bachelor's
Unemployed
8.835905
Suburban
Comprehensive
null
10
775
6
2023-05-16 15:21:39.134960
Good
No
Monthly
House
1,554
53,226
38
Female
83,424
Single
3
PhD
Employed
39.937684
Urban
Premium
1
18
409
6
2023-04-14 15:21:39.256696
Average
Yes
Weekly
Apartment
403
53,227
49
Female
518
Married
4
Master's
Employed
26.879691
Urban
Premium
null
17
785
2
2022-05-18 15:21:39.126661
Good
Yes
Monthly
Condo
2,554
53,228
46
Male
15,489
Married
null
PhD
Self-Employed
20.592042
Urban
Premium
1
1
337
3
2019-12-19 15:21:39.194829
null
Yes
Monthly
Apartment
541
53,229
61
Male
18,405
Married
4
PhD
null
14.539757
Suburban
Premium
2
3
322
6
2020-09-01 15:21:39.272456
Poor
Yes
Daily
Condo
1,543
53,230
60
Female
30,292
Single
4
High School
Employed
29.72267
Rural
Premium
1
14
669
5
2023-06-29 15:21:39.274993
Average
No
Monthly
House
1,465
53,231
20
Female
909
Divorced
0
Bachelor's
Unemployed
38.75405
Urban
Basic
1
18
484
4
2023-04-12 15:21:39.237118
Good
No
Rarely
Condo
907
53,232
40
Male
1,340
Married
3
High School
Employed
7.83216
Urban
Basic
2
19
677
5
2023-12-04 15:21:39.224915
Average
Yes
Rarely
Apartment
1,082
53,233
58
Male
44,746
Married
3
High School
Employed
13.979751
Rural
Basic
null
15
null
7
2021-02-02 15:21:39.237118
Average
Yes
Daily
House
663
53,234
null
Female
17,132
Married
1
Bachelor's
null
41.274739
Urban
Premium
0
5
779
5
2019-08-17 15:21:39.183598
Average
Yes
Daily
House
91
53,235
35
Male
120,569
Single
0
Master's
Unemployed
32.438925
Suburban
Basic
3
5
641
8
2022-12-07 15:21:39.155231
Average
No
Weekly
Condo
3,289
53,236
53
Male
28,108
Divorced
4
High School
Self-Employed
48.04901
Suburban
Comprehensive
3
5
775
2
2020-07-12 15:21:39.101733
Good
No
Daily
Apartment
37
53,237
47
Male
null
Single
1
Master's
null
40.013011
Rural
Basic
1
0
423
5
2024-02-17 15:21:39.166062
Average
Yes
Daily
Apartment
548
53,238
52
Female
52,712
Divorced
1
Master's
Unemployed
50.284735
Suburban
Basic
0
8
693
5
2024-01-23 15:21:39.185215
Average
No
Rarely
Apartment
82
53,239
36
Female
20,389
Divorced
1
Bachelor's
null
27.06445
Rural
Basic
1
18
603
3
2023-04-27 15:21:39.134960
Good
Yes
Daily
House
1,187
53,240
48
Male
50,012
Single
4
Bachelor's
Unemployed
44.698835
Rural
Comprehensive
null
1
388
9
2020-06-26 15:21:39.155231
Good
Yes
Monthly
Apartment
500
53,241
19
Male
130,456
Married
null
High School
null
15.134557
Suburban
Basic
0
10
750
8
2020-05-31 15:21:39.155231
Poor
No
Rarely
Condo
344
53,242
58
Male
26,351
Single
0
Master's
Self-Employed
15.955693
Urban
Comprehensive
null
12
706
8
2019-10-18 15:21:39.081504
Good
Yes
Rarely
House
3,275
53,243
22
Female
7,385
Married
null
PhD
Unemployed
41.153347
Rural
Premium
3
14
628
8
2022-03-25 15:21:39.285112
Good
Yes
Daily
Apartment
1,210
53,244
56
Male
23,401
Divorced
4
PhD
null
44.350022
Urban
Comprehensive
null
9
null
4
2021-05-14 15:21:39.179186
Poor
No
Weekly
House
2,559
53,245
26
Female
56,556
Single
2
Master's
Unemployed
34.288214
Rural
Premium
3
13
640
1
2020-12-15 15:21:39.114118
Good
Yes
Rarely
Apartment
220
53,246
31
Female
null
Divorced
1
Master's
null
8.567826
Urban
Comprehensive
1
7
756
3
2024-07-16 15:21:39.253660
Average
No
Daily
Apartment
101
53,247
57
Female
146,833
Married
4
Bachelor's
Unemployed
11.802522
Urban
Basic
null
18
812
3
2022-05-12 15:21:39.235012
Poor
Yes
Weekly
Condo
39
53,248
46
Male
709
Divorced
1
Bachelor's
Employed
33.66111
Urban
Comprehensive
1
13
null
5
2021-03-09 15:21:39.102694
null
No
Weekly
House
1,221
53,249
64
Male
27,739
Single
0
PhD
Unemployed
19.727414
Urban
Basic
0
10
836
6
2020-04-14 15:21:39.172097
Average
Yes
Daily
Condo
724
53,250
37
Female
66,762
Divorced
3
High School
null
25.569554
Suburban
Basic
3
14
589
9
2020-10-25 15:21:39.147735
null
No
Rarely
Apartment
110
53,251
49
Male
null
Divorced
0
Master's
null
23.81679
Rural
Premium
null
10
848
2
2020-02-11 15:21:39.134960
Poor
No
Weekly
Apartment
224
53,252
18
Male
25,573
Married
1
Master's
null
14.843999
Suburban
Premium
null
16
632
6
2019-10-15 15:21:39.155231
null
No
Monthly
Apartment
2,391
53,253
52
Female
6,093
Divorced
4
Master's
Unemployed
17.9883
Suburban
Premium
0
10
754
4
2020-10-11 15:21:39.134960
Poor
Yes
Monthly
Apartment
764
53,254
60
Male
17,680
Divorced
0
PhD
Self-Employed
20.637844
Suburban
Comprehensive
null
10
639
1
2021-12-23 15:21:39.167099
null
Yes
Weekly
Condo
258
53,255
32
Male
1,783
Divorced
4
Bachelor's
Self-Employed
28.906392
Urban
Comprehensive
null
12
470
9
2023-07-23 15:21:39.237118
Good
No
Weekly
Apartment
449
53,256
23
Male
16,050
Single
4
PhD
null
41.449947
Urban
Premium
1
9
617
3
2021-08-21 15:21:39.231531
Good
No
Daily
Condo
411
53,257
24
Female
null
Single
2
Master's
null
20.955393
Suburban
Basic
3
0
501
1
2023-05-18 15:21:39.081504
null
Yes
Rarely
Condo
942
53,258
20
Male
2,887
Married
0
Master's
Unemployed
7.263066
Rural
Premium
2
11
848
3
2022-01-14 15:21:39.254678
Poor
No
Daily
House
1,061
53,259
52
Female
28,955
Married
0
Bachelor's
Self-Employed
8.737184
Suburban
Comprehensive
null
14
null
8
2023-07-07 15:21:39.204790
Good
No
Monthly
Apartment
455
53,260
51
Female
28,304
Married
1
Master's
Self-Employed
39.384841
Urban
Comprehensive
null
6
677
8
2021-02-07 15:21:39.083497
Average
Yes
Daily
Condo
2,817
53,261
47
Female
25,090
Single
1
PhD
Unemployed
34.701413
Rural
Comprehensive
0
17
null
1
2021-08-02 15:21:39.261856
Good
No
Daily
Apartment
2,620
53,262
58
Male
17,140
Single
0
Master's
Unemployed
29.444961
Urban
Comprehensive
1
9
645
8
2022-10-10 15:21:39.147735
null
Yes
Daily
Condo
678
53,263
27
Female
18,316
Divorced
3
Bachelor's
null
12.086326
Urban
Basic
null
7
491
5
2023-02-18 15:21:39.192212
Good
Yes
Weekly
Apartment
494
53,264
52
Female
618
Divorced
3
Bachelor's
Unemployed
null
Rural
Comprehensive
null
6
757
7
2020-08-27 15:21:39.092127
Average
No
Daily
Condo
561
53,265
23
Female
2,499
Divorced
3
PhD
null
22.586949
Urban
Comprehensive
2
0
834
9
2020-10-24 15:21:39.192212
Poor
Yes
Rarely
Apartment
38
53,266
37
Female
37,047
Married
1
Bachelor's
Employed
12.14987
Rural
Premium
0
19
307
4
2020-08-25 15:21:39.131192
null
Yes
Monthly
Condo
702
53,267
24
Male
38,963
Married
3
High School
Self-Employed
23.780167
Urban
Basic
2
2
831
4
2022-04-14 15:21:39.181605
Poor
Yes
Weekly
House
635
53,268
38
Female
45,635
Divorced
2
Master's
Employed
15.643711
Suburban
Basic
0
8
749
8
2021-02-10 15:21:39.092127
Good
Yes
Daily
Condo
566
53,269
46
Male
13,112
Divorced
1
PhD
null
22.554914
Suburban
Basic
null
6
568
4
2021-05-01 15:21:39.259788
Poor
Yes
Monthly
House
668
53,270
58
Male
10,470
Married
4
PhD
null
31.681693
Rural
Comprehensive
0
17
null
3
2021-12-07 15:21:39.268507
Poor
No
Daily
House
212
53,271
35
Female
11,561
Single
2
Bachelor's
Unemployed
43.051424
Rural
Basic
0
3
566
9
2021-06-25 15:21:39.130190
Good
Yes
Rarely
Condo
622
53,272
41
Female
70,829
Single
4
High School
Employed
27.842253
Rural
Basic
1
5
430
6
2020-10-01 15:21:39.223901
Poor
No
Monthly
House
638
53,273
47
Female
26,156
Single
0
Bachelor's
Self-Employed
12.67001
Suburban
Premium
1
4
614
6
2020-01-29 15:21:39.209847
Poor
Yes
Monthly
Condo
977
53,274
33
Male
40,123
Single
0
PhD
Employed
14.58122
Urban
Basic
0
9
334
5
2019-09-27 15:21:39.110557
Good
Yes
Weekly
Condo
40
53,275
41
Female
35,200
Married
4
High School
Employed
12.072267
Suburban
Comprehensive
0
17
590
1
2021-04-05 15:21:39.226954
Poor
No
Rarely
Condo
1,326
53,276
58
Female
15,682
Single
null
High School
Employed
25.881829
Urban
Basic
1
18
668
2
2019-10-29 15:21:39.194829
Good
No
Weekly
Condo
35
53,277
38
Male
36,270
Divorced
4
Master's
Unemployed
null
Rural
Basic
1
6
754
2
2021-09-01 15:21:39.106582
Poor
Yes
Monthly
Apartment
1,657
53,278
24
Male
18,919
Single
4
Master's
null
4.143862
Rural
Basic
1
10
729
8
2019-08-24 15:21:39.202448
Average
Yes
Rarely
Condo
925
53,279
55
Female
56,636
null
4
Bachelor's
Unemployed
36.869081
Urban
Premium
1
16
449
5
2021-06-01 15:21:39.209847
Poor
Yes
Daily
Apartment
2,125
53,280
24
Male
10,046
Divorced
1
High School
null
30.884581
Urban
Premium
2
1
null
8
2021-12-29 15:21:39.093681
Average
Yes
Weekly
Apartment
729
53,281
35
Female
58,959
Married
0
High School
Employed
40.945117
Suburban
Premium
null
5
466
1
2022-03-10 15:21:39.237118
Average
Yes
Rarely
Apartment
2,221
53,282
36
Female
1,563
Single
3
Master's
Unemployed
27.257324
Rural
Comprehensive
0
15
790
2
2024-02-10 15:21:39.134960
Poor
No
Monthly
Condo
3,107
53,283
55
Male
34,100
null
1
PhD
Employed
26.582994
Suburban
Basic
1
6
349
7
2022-01-06 15:21:39.271453
Poor
No
Rarely
Condo
721
53,284
null
Male
8,860
Divorced
1
High School
Employed
22.928988
Suburban
Basic
null
8
513
9
2022-11-30 15:21:39.134960
Poor
Yes
Monthly
House
2,897
53,285
19
Male
1,696
Divorced
4
PhD
Self-Employed
12.073317
Suburban
Basic
null
17
473
6
2020-04-17 15:21:39.263607
Good
No
Weekly
Condo
663
53,286
42
Male
20,489
Single
0
PhD
Self-Employed
18.258551
Urban
Comprehensive
0
16
576
9
2020-05-24 15:21:39.237118
Good
No
Monthly
Condo
716
53,287
41
Male
16,101
Divorced
0
PhD
null
45.936342
Rural
Basic
0
14
678
3
2019-10-06 15:21:39.206847
Poor
No
Rarely
Condo
28
53,288
54
Male
113,896
Divorced
2
Bachelor's
null
34.582381
Suburban
Basic
1
17
519
7
2019-10-22 15:21:39.176717
null
Yes
Monthly
House
2,134
53,289
45
Female
39,051
Married
3
PhD
null
23.914497
Rural
Basic
null
13
836
1
2021-03-29 15:21:39.155231
Average
No
Daily
Apartment
878
53,290
37
Male
17,001
Divorced
0
Master's
null
34.547187
Rural
Premium
null
16
449
7
2024-02-07 15:21:39.259788
Average
No
Rarely
House
496
53,291
60
Male
8,928
Divorced
1
PhD
null
20.081914
Rural
Comprehensive
null
19
696
9
2021-10-16 15:21:39.087123
Poor
Yes
Daily
House
93
53,292
63
Female
1,315
Divorced
0
Bachelor's
Employed
6.928122
Suburban
Comprehensive
null
7
696
1
2022-04-05 15:21:39.182597
null
No
Weekly
House
583
53,293
38
Male
12,042
Single
null
PhD
null
24.834365
Suburban
Premium
1
9
526
4
2020-06-26 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,881
53,294
64
Male
28,707
Divorced
2
PhD
Unemployed
55.927566
Suburban
Comprehensive
0
17
null
8
2024-06-18 15:21:39.081504
Average
No
Daily
House
1,601
53,295
54
Female
23,708
Married
4
PhD
Unemployed
26.75787
Rural
Comprehensive
0
12
761
8
2023-10-14 15:21:39.237118
Good
Yes
Daily
Apartment
477
53,296
42
Female
5,526
Divorced
0
High School
Self-Employed
26.07872
Suburban
Comprehensive
0
16
713
3
2024-05-17 15:21:39.218388
Average
No
Weekly
Apartment
2,114
53,297
22
Female
2,689
Married
null
PhD
Unemployed
24.497632
Suburban
Comprehensive
3
3
809
7
2022-09-27 15:21:39.193945
Good
No
Rarely
House
536
53,298
49
Female
29,714
Divorced
1
High School
Unemployed
22.256034
Rural
Premium
1
6
557
5
2021-01-30 15:21:39.134960
Average
Yes
Rarely
Condo
235
53,299
32
Male
47,983
Divorced
0
Master's
Employed
50.083705
Urban
Basic
3
14
466
3
2022-08-17 15:21:39.266452
Poor
No
Daily
Condo
247