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
1,169,200
50
Male
1,133
Married
4
Bachelor's
Self-Employed
10.558075
Urban
Basic
null
1
null
5
2023-07-11 15:21:39.211806
Average
Yes
Rarely
House
48
1,169,201
55
Female
132,971
Married
2
High School
null
24.354715
Suburban
Comprehensive
0
12
null
4
2019-11-06 15:21:39.092127
Poor
No
Monthly
House
3,247
1,169,202
64
Female
107,090
Single
0
PhD
Unemployed
15.067686
Rural
Basic
1
11
662
9
2019-09-27 15:21:39.155231
Average
Yes
Weekly
Condo
1,874
1,169,203
37
Male
80,500
Married
4
Master's
Unemployed
32.276955
Suburban
Basic
0
12
329
1
2020-07-14 15:21:39.143708
Poor
No
Rarely
Apartment
1,233
1,169,204
63
Female
null
Divorced
4
High School
Employed
30.410011
Suburban
Comprehensive
1
13
null
7
2021-07-21 15:21:39.155231
Good
Yes
Monthly
Condo
92
1,169,205
62
Female
1,004
Single
2
Master's
Self-Employed
18.994594
Suburban
Basic
2
6
613
6
2020-02-06 15:21:39.261856
Good
Yes
Rarely
Condo
2,359
1,169,206
55
Female
45,937
Single
null
Bachelor's
null
10.064378
Suburban
Comprehensive
0
19
703
9
2024-03-25 15:21:39.111551
Average
Yes
Daily
Condo
452
1,169,207
20
Male
6,834
Divorced
4
High School
null
12.699871
Rural
Comprehensive
0
16
658
8
2021-12-15 15:21:39.278402
Good
No
Monthly
Apartment
1,233
1,169,208
62
Male
33,248
Married
4
PhD
Self-Employed
41.341065
Urban
Comprehensive
0
0
636
7
2022-08-13 15:21:39.134960
Good
Yes
Rarely
Condo
847
1,169,209
58
Female
7,079
Divorced
0
High School
null
41.813788
Rural
Basic
2
10
508
1
2022-02-26 15:21:39.134960
Average
Yes
Daily
Condo
757
1,169,210
30
Female
17,132
Divorced
1
Bachelor's
Unemployed
38.053076
Suburban
Premium
1
14
696
9
2020-02-15 15:21:39.237118
Poor
Yes
Rarely
House
2,076
1,169,211
31
Female
21,986
Married
0
Master's
null
44.902117
Suburban
Basic
1
7
637
6
2020-12-27 15:21:39.281787
Poor
No
Rarely
House
220
1,169,212
30
Male
36,831
Divorced
4
PhD
null
26.947478
Suburban
Comprehensive
2
13
366
9
2022-10-22 15:21:39.126661
Poor
No
Rarely
Condo
1,683
1,169,213
57
Female
43,856
Single
3
Bachelor's
Unemployed
44.066579
Rural
Comprehensive
0
4
414
4
2021-08-12 15:21:39.170099
Poor
Yes
Monthly
House
1,034
1,169,214
25
Female
43,910
Single
0
High School
Employed
18.051512
Urban
Comprehensive
2
9
751
2
2022-03-01 15:21:39.187211
Good
No
Daily
House
566
1,169,215
62
Male
null
Married
4
Master's
Unemployed
16.70405
Rural
Premium
1
16
339
8
2021-02-26 15:21:39.134960
Good
No
Rarely
House
1,076
1,169,216
58
Male
null
Single
1
Bachelor's
null
33.724091
Rural
Premium
0
9
464
4
2022-01-20 15:21:39.237118
Average
No
Daily
Apartment
23
1,169,217
34
Male
29,502
Single
1
High School
Self-Employed
10.646835
Rural
Comprehensive
null
10
629
9
2022-09-24 15:21:39.175719
Good
Yes
Rarely
House
393
1,169,218
30
Female
2,979
Married
0
Bachelor's
Self-Employed
36.73393
Urban
Basic
2
16
null
1
2024-01-23 15:21:39.130190
Average
No
Monthly
Condo
1,452
1,169,219
61
Male
91,237
Married
4
PhD
null
21.083909
Rural
Basic
1
13
844
5
2023-11-13 15:21:39.096739
Poor
Yes
Monthly
Apartment
177
1,169,220
33
Female
3,876
Single
1
High School
Unemployed
22.05562
Rural
Premium
2
18
692
9
2022-11-22 15:21:39.222387
Poor
Yes
Rarely
House
56
1,169,221
59
Female
47,742
Married
3
Bachelor's
Employed
10.135049
Urban
Premium
1
18
366
8
2020-01-21 15:21:39.155231
Good
Yes
Rarely
House
45
1,169,222
21
Female
1,877
Married
2
Bachelor's
Employed
32.297586
Rural
Comprehensive
1
18
472
7
2024-07-15 15:21:39.260856
Good
No
Daily
Condo
496
1,169,223
20
Male
87,050
Single
1
PhD
Employed
14.569609
Suburban
Comprehensive
2
15
411
9
2022-07-17 15:21:39.254678
Poor
Yes
Monthly
House
411
1,169,224
58
Male
13,984
Single
4
Bachelor's
null
25.391966
Rural
Comprehensive
0
15
800
7
2020-02-20 15:21:39.134960
Good
No
Daily
Apartment
790
1,169,225
26
Female
2,629
Married
4
Master's
Employed
28.637891
Suburban
Comprehensive
0
9
543
3
2021-04-21 15:21:39.155231
Poor
Yes
Monthly
House
2,102
1,169,226
50
Male
5,545
Single
2
High School
Employed
15.997723
Rural
Basic
null
10
null
3
2021-03-27 15:21:39.198406
Poor
Yes
Rarely
House
1,132
1,169,227
45
Female
2,698
Divorced
1
Master's
Employed
11.166508
Rural
Comprehensive
1
13
472
9
2023-06-14 15:21:39.177724
Good
No
Daily
Apartment
108
1,169,228
64
Male
26,381
Single
2
PhD
Unemployed
35.78485
Suburban
Comprehensive
null
0
null
8
2022-11-18 15:21:39.263607
Good
No
Weekly
Condo
1,208
1,169,229
21
Female
11,650
Single
1
Master's
Self-Employed
41.694878
Rural
Basic
1
2
743
4
2019-10-26 15:21:39.237118
Average
Yes
Daily
Apartment
705
1,169,230
31
Male
20,458
Divorced
2
PhD
Employed
50.813331
Urban
Premium
0
10
787
8
2022-05-30 15:21:39.250151
Poor
No
Monthly
House
963
1,169,231
21
Male
857
Single
null
Master's
null
14.835119
Urban
Comprehensive
2
15
603
1
2022-01-27 15:21:39.237118
Good
Yes
Rarely
Condo
834
1,169,232
21
Female
11,958
Married
3
PhD
Unemployed
22.353003
Rural
Basic
1
10
831
5
2023-08-08 15:21:39.207847
Average
No
Daily
House
687
1,169,233
21
Male
14,097
null
null
Bachelor's
Self-Employed
23.038504
Rural
Basic
0
8
459
2
2021-12-24 15:21:39.087123
Average
No
Weekly
Condo
807
1,169,234
55
Male
17,283
Married
4
Master's
Employed
7.993354
Urban
Basic
0
9
458
1
2023-11-23 15:21:39.181605
Good
Yes
Rarely
House
1,167
1,169,235
26
Female
49,519
Single
3
Master's
Unemployed
23.803095
Suburban
Comprehensive
null
3
542
5
2020-03-13 15:21:39.171102
Good
No
Rarely
Condo
255
1,169,236
43
Female
36,626
Divorced
3
Master's
Self-Employed
34.764009
Rural
Premium
null
16
388
8
2024-04-15 15:21:39.080440
Average
No
Daily
Condo
3,469
1,169,237
55
Male
131,885
Married
0
PhD
Self-Employed
null
Rural
Basic
3
7
null
5
2022-12-28 15:21:39.148733
Poor
Yes
Daily
House
1,014
1,169,238
38
Female
7,030
Single
0
High School
Self-Employed
40.582024
Urban
Premium
null
16
780
7
2024-06-29 15:21:39.097737
Average
Yes
Monthly
House
3,326
1,169,239
31
Female
18,644
Married
0
Master's
null
25.056798
Suburban
Basic
0
18
null
8
2021-08-23 15:21:39.155231
Poor
No
Daily
Condo
654
1,169,240
59
Male
6,877
Married
3
High School
Employed
24.735275
Urban
Premium
1
3
819
9
2024-03-19 15:21:39.155231
Good
No
Daily
House
2,764
1,169,241
33
Male
76,474
Married
3
Bachelor's
null
21.958987
Urban
Comprehensive
2
2
420
6
2023-09-05 15:21:39.237118
Average
No
Rarely
Condo
1,537
1,169,242
23
Female
30,690
Single
null
Master's
null
11.410948
Suburban
Premium
0
8
728
7
2023-05-02 15:21:39.208842
null
Yes
Weekly
Condo
815
1,169,243
46
Male
53,889
Single
1
Bachelor's
Unemployed
20.276446
Suburban
Premium
0
15
411
9
2023-01-17 15:21:39.237118
Poor
No
Monthly
House
1,704
1,169,244
55
Female
917
Single
4
Master's
Unemployed
26.51046
Urban
Premium
null
15
491
3
2020-05-16 15:21:39.237118
Good
No
Weekly
House
498
1,169,245
25
Female
28,239
Married
4
PhD
Employed
9.646897
Suburban
Comprehensive
2
0
597
7
2020-05-01 15:21:39.191219
Poor
No
Daily
Apartment
2,446
1,169,246
null
Female
29,708
Single
1
Bachelor's
Unemployed
46.936125
Rural
Basic
null
4
430
6
2021-03-18 15:21:39.180553
Poor
No
Monthly
House
2,042
1,169,247
60
Male
91,054
Single
null
Bachelor's
Unemployed
null
Suburban
Basic
null
2
501
6
2020-10-21 15:21:39.143708
Good
No
Rarely
Condo
614
1,169,248
62
Female
8,440
Married
3
Master's
Unemployed
21.997465
Urban
Premium
0
1
581
5
2020-01-04 15:21:39.092127
Good
Yes
Daily
Apartment
4,996
1,169,249
49
Female
11,271
Married
4
PhD
Employed
47.981929
Rural
Basic
null
17
712
7
2019-12-09 15:21:39.268507
Good
Yes
Monthly
Apartment
1,129
1,169,250
32
Male
17,227
Married
0
High School
Unemployed
50.16456
Urban
Premium
null
18
624
8
2024-06-13 15:21:39.267454
Good
Yes
Monthly
Apartment
1,527
1,169,251
21
Male
145,579
Married
0
PhD
Self-Employed
21.091949
Rural
Premium
2
14
499
8
2020-11-25 15:21:39.080184
Good
Yes
Weekly
Condo
20
1,169,252
49
Female
1,301
Single
0
Master's
null
9.868688
Rural
Comprehensive
2
2
642
2
2023-04-10 15:21:39.207847
Poor
No
Daily
Condo
543
1,169,253
42
Male
76,416
Divorced
0
High School
Self-Employed
38.83431
Rural
Premium
0
13
779
3
2024-07-15 15:21:39.218388
Average
No
Daily
House
334
1,169,254
20
Male
37,633
Divorced
0
Bachelor's
Unemployed
41.081097
Urban
Premium
null
0
622
7
2024-05-20 15:21:39.114118
Good
Yes
Rarely
Condo
130
1,169,255
48
Female
3,748
Married
null
High School
null
10.869659
Suburban
Basic
null
12
623
9
2022-08-31 15:21:39.155231
Average
Yes
Rarely
House
48
1,169,256
19
Male
43,414
Single
3
Bachelor's
Employed
32.948844
Rural
Premium
null
1
662
5
2022-12-07 15:21:39.155231
null
Yes
Rarely
House
541
1,169,257
22
Male
11,027
Married
3
Bachelor's
Employed
46.786214
Suburban
Premium
null
14
667
1
2020-07-09 15:21:39.089116
Average
No
Monthly
Apartment
1,847
1,169,258
54
Female
54,036
Married
4
Master's
Unemployed
43.764267
Urban
Basic
0
0
356
5
2019-09-23 15:21:39.177724
Average
Yes
Daily
House
837
1,169,259
54
Male
12,263
Divorced
2
Bachelor's
Self-Employed
33.099104
Urban
Basic
null
12
693
9
2022-02-18 15:21:39.084065
Good
No
Weekly
Condo
849
1,169,260
33
Male
78,887
Divorced
null
Bachelor's
null
null
Suburban
Comprehensive
1
2
536
4
2024-02-22 15:21:39.164044
null
No
Daily
House
1,011
1,169,261
56
Male
7,073
Married
0
PhD
Employed
8.788685
Rural
Comprehensive
1
7
621
7
2023-08-04 15:21:39.237118
Average
Yes
Weekly
Condo
1,170
1,169,262
48
Male
15,889
Single
1
Master's
Employed
13.858586
Urban
Premium
1
3
702
9
2023-05-27 15:21:39.152732
Average
No
Weekly
Condo
894
1,169,263
30
Male
16,051
Single
0
Bachelor's
Employed
13.161845
Rural
Basic
null
9
622
6
2020-01-28 15:21:39.134960
Poor
Yes
Daily
Condo
910
1,169,264
45
Male
1,277
Married
null
Master's
null
18.814012
Rural
Comprehensive
1
1
432
1
2020-06-09 15:21:39.107553
Good
Yes
Daily
Apartment
1,083
1,169,265
26
Female
null
null
null
PhD
Employed
28.59796
Suburban
Basic
1
16
626
9
2021-05-31 15:21:39.278402
Average
No
Rarely
House
2,084
1,169,266
59
Female
45,740
Single
0
Bachelor's
Self-Employed
23.918559
Urban
Premium
null
10
655
4
2024-07-29 15:21:39.198406
Poor
Yes
Daily
Condo
1,363
1,169,267
44
Female
9,830
Single
3
Master's
null
29.988507
Rural
Basic
null
8
589
7
2020-03-08 15:21:39.194829
Average
No
Weekly
Condo
772
1,169,268
36
Female
16,098
Single
1
High School
Unemployed
14.847265
Urban
Premium
null
18
null
4
2023-07-14 15:21:39.111551
Average
No
Rarely
Condo
3,061
1,169,269
58
Female
7,064
Single
4
Master's
Employed
21.493497
Rural
Comprehensive
1
12
492
2
2022-11-05 15:21:39.111551
Average
Yes
Weekly
House
2,154
1,169,270
35
Female
6,278
Single
1
Master's
null
47.829844
Urban
Premium
null
1
772
3
2021-07-17 15:21:39.096739
Good
No
Daily
House
1,863
1,169,271
56
Female
1,040
Divorced
2
Bachelor's
Unemployed
null
Urban
Comprehensive
0
13
null
9
2020-02-13 15:21:39.219432
Average
Yes
Monthly
Condo
631
1,169,272
25
Female
51,187
Single
2
Bachelor's
Self-Employed
9.677321
Rural
Premium
0
6
714
9
2022-11-14 15:21:39.244069
null
Yes
Monthly
Apartment
3,165
1,169,273
30
Male
45,142
Single
0
Master's
null
null
Rural
Premium
null
0
815
6
2021-06-07 15:21:39.237118
null
Yes
Monthly
Condo
1,298
1,169,274
45
Female
26,833
Divorced
0
PhD
null
40.811193
Rural
Premium
0
11
781
3
2023-10-20 15:21:39.251142
Poor
Yes
Daily
House
309
1,169,275
53
Female
51,889
Married
0
PhD
Employed
43.947468
Suburban
Comprehensive
null
15
null
3
2022-11-25 15:21:39.114118
Poor
Yes
Rarely
Condo
166
1,169,276
40
Male
26,667
Divorced
0
Master's
null
41.458323
Urban
Basic
1
11
477
5
2022-03-27 15:21:39.122134
Good
No
Weekly
House
1,171
1,169,277
31
Female
27,791
Divorced
0
Master's
null
25.37881
Urban
Premium
0
13
473
7
2024-07-04 15:21:39.168099
Average
Yes
Monthly
Apartment
992
1,169,278
37
Male
87,942
Divorced
3
High School
null
46.794539
Suburban
Basic
null
11
390
7
2021-07-03 15:21:39.134960
Good
No
Monthly
Condo
2,835
1,169,279
47
Female
14,961
Divorced
4
PhD
Employed
14.527682
Rural
Basic
1
6
562
6
2020-11-23 15:21:39.237118
Poor
No
Daily
Apartment
548
1,169,280
40
Female
29,542
Single
3
High School
Employed
20.47125
Suburban
Basic
1
10
null
9
2020-02-08 15:21:39.134960
Good
Yes
Weekly
Condo
724
1,169,281
23
Male
1,806
Single
null
Bachelor's
Self-Employed
36.935382
Urban
Basic
null
12
null
5
2024-05-15 15:21:39.164044
Good
Yes
Monthly
Condo
2,396
1,169,282
19
Male
25,643
Divorced
0
Bachelor's
Unemployed
32.715268
Urban
Premium
null
15
719
1
2020-10-17 15:21:39.155231
Good
Yes
Rarely
Condo
488
1,169,283
31
Female
52,127
Married
1
Master's
Employed
15.991126
Suburban
Premium
1
5
508
9
2019-12-05 15:21:39.125660
Average
Yes
Daily
Condo
45
1,169,284
48
Male
4,091
null
2
Bachelor's
Self-Employed
17.879457
Suburban
Premium
2
18
829
6
2024-01-30 15:21:39.147735
Good
Yes
Weekly
House
815
1,169,285
53
Male
3,408
Divorced
null
High School
Unemployed
17.098639
Suburban
Premium
1
15
474
5
2021-12-05 15:21:39.285112
Average
No
Rarely
House
1,310
1,169,286
null
Male
17,342
Divorced
3
Master's
Unemployed
22.933822
Urban
Basic
null
19
551
4
2021-07-19 15:21:39.180553
Poor
No
Monthly
House
569
1,169,287
31
Male
26,362
Married
1
Master's
Unemployed
20.965176
Rural
Premium
null
16
754
1
2021-05-31 15:21:39.117183
Good
Yes
Rarely
House
1,296
1,169,288
28
Female
27,189
Married
1
High School
Unemployed
26.988482
Urban
Comprehensive
null
0
562
7
2020-04-21 15:21:39.154008
Poor
Yes
Rarely
Apartment
543
1,169,289
52
Female
37,606
Married
0
Master's
Unemployed
33.015976
Urban
Basic
1
13
405
5
2020-03-25 15:21:39.100695
Good
Yes
Daily
Apartment
1,198
1,169,290
36
Female
847
Married
4
Master's
Employed
29.638645
Rural
Comprehensive
1
18
456
3
2020-05-21 15:21:39.089116
Good
No
Daily
Apartment
1,237
1,169,291
53
Male
17,071
Married
2
PhD
Employed
45.977451
Urban
Comprehensive
null
9
758
9
2021-12-13 15:21:39.148733
Good
No
Daily
Apartment
2,248
1,169,292
48
Male
2,089
Married
2
Bachelor's
Employed
21.638382
Suburban
Comprehensive
0
0
441
2
2023-10-27 15:21:39.145732
Average
No
Daily
House
1,200
1,169,293
50
Female
6,284
Single
4
Bachelor's
null
39.263741
Urban
Premium
4
10
327
9
2020-06-29 15:21:39.231531
Average
No
Rarely
Condo
821
1,169,294
41
Male
35,391
Married
3
Bachelor's
Employed
51.803676
Suburban
Basic
0
12
403
7
2020-03-17 15:21:39.146733
Good
Yes
Rarely
Condo
2,959
1,169,295
55
Female
40,802
Divorced
4
PhD
null
41.625441
Urban
Comprehensive
1
14
644
2
2020-02-12 15:21:39.082499
Poor
No
Monthly
Condo
446
1,169,296
47
Female
51,681
Divorced
4
Master's
Employed
16.010633
Urban
Basic
2
4
609
9
2023-06-06 15:21:39.102694
Average
No
Rarely
Apartment
268
1,169,297
53
Female
null
Single
1
PhD
null
35.955593
Urban
Premium
null
9
null
8
2024-02-29 15:21:39.224915
Average
Yes
Daily
Condo
62
1,169,298
63
Male
11,409
Divorced
4
PhD
null
38.913332
Suburban
Comprehensive
1
12
559
6
2021-04-21 15:21:39.119168
Poor
No
Weekly
House
1,271
1,169,299
42
Female
10,144
Married
2
High School
Employed
36.599629
Urban
Premium
2
6
842
9
2023-12-09 15:21:39.237118
Good
Yes
Rarely
Condo
1,390