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
1,200
60
Female
27,836
Divorced
null
PhD
Employed
29.895116
Urban
Basic
null
12
421
8
2023-10-02 15:21:39.155231
null
No
Rarely
House
629
1,201
55
Male
3,129
Married
4
Bachelor's
Self-Employed
28.682769
Urban
Premium
null
1
661
6
2023-10-06 15:21:39.117183
Average
No
Monthly
Apartment
2,285
1,202
64
Male
72,825
Single
2
PhD
Self-Employed
43.753901
Urban
Basic
null
4
494
1
2021-02-12 15:21:39.188220
Poor
No
Weekly
Apartment
2,073
1,203
42
Male
4,876
Divorced
1
PhD
null
29.66188
Rural
Basic
0
4
492
5
2024-04-08 15:21:39.281787
Average
No
Weekly
Condo
1,040
1,204
31
Male
44,025
Divorced
1
Bachelor's
null
41.720315
Suburban
Basic
0
13
782
1
2023-12-25 15:21:39.237118
Good
No
Weekly
Apartment
1,086
1,205
20
Female
35,111
Single
1
Bachelor's
Employed
14.595501
Urban
Comprehensive
null
16
494
1
2024-06-11 15:21:39.129190
Average
Yes
Daily
House
1,187
1,206
33
Female
24
Divorced
3
PhD
null
24.058764
Urban
Premium
1
10
null
1
2021-02-21 15:21:39.192212
Good
No
Weekly
Apartment
1,836
1,207
32
Female
103,037
Single
2
Master's
Employed
null
Urban
Premium
1
18
773
8
2022-04-14 15:21:39.182597
null
Yes
Weekly
House
1,263
1,208
64
Male
7,071
Single
2
PhD
Self-Employed
11.878687
Rural
Comprehensive
null
2
613
9
2022-07-30 15:21:39.248098
Average
Yes
Weekly
House
110
1,209
36
Female
3,918
Married
3
Bachelor's
Self-Employed
35.441571
Rural
Comprehensive
0
6
572
3
2023-03-28 15:21:39.226954
Good
Yes
Monthly
House
349
1,210
19
Female
5,957
Married
4
Bachelor's
Employed
11.13013
Rural
Basic
1
10
null
9
2019-11-20 15:21:39.085129
Good
Yes
Rarely
Apartment
861
1,211
19
Female
33,191
Single
2
Bachelor's
Employed
58.886035
Suburban
Premium
0
18
null
5
2024-04-26 15:21:39.150730
Good
No
Daily
Apartment
2,887
1,212
53
Female
44,700
Single
0
Master's
Employed
null
Urban
Premium
1
15
753
8
2021-01-01 15:21:39.094752
Poor
Yes
Monthly
Apartment
668
1,213
37
Female
28,769
Single
1
Master's
Employed
48.087319
Rural
Basic
0
13
808
4
2021-08-12 15:21:39.134960
Good
No
Weekly
Condo
805
1,214
62
Female
33,443
Married
4
Master's
Self-Employed
34.145838
Urban
Comprehensive
null
11
472
3
2019-11-14 15:21:39.221386
Good
No
Daily
House
1,494
1,215
37
Female
12,768
Divorced
1
PhD
Employed
31.357844
Urban
Premium
null
7
538
7
2023-09-12 15:21:39.282785
null
Yes
Daily
House
711
1,216
64
Male
15,774
Married
0
Master's
null
46.025436
Suburban
Comprehensive
1
12
691
7
2020-03-10 15:21:39.134960
Average
Yes
Monthly
Condo
2,122
1,217
48
Male
51,303
Married
0
High School
Unemployed
39.787774
Suburban
Comprehensive
2
7
307
6
2023-10-12 15:21:39.272456
Average
Yes
Monthly
Condo
944
1,218
57
Female
57,582
Single
0
Bachelor's
Unemployed
16.96727
Rural
Comprehensive
2
8
559
1
2023-05-24 15:21:39.237118
null
No
Daily
Apartment
1,054
1,219
39
Male
36,545
Single
4
Bachelor's
null
23.181597
Rural
Basic
1
17
710
8
2019-09-03 15:21:39.237118
Average
Yes
Daily
House
909
1,220
50
Male
15,893
Single
3
Bachelor's
Employed
5.258866
Suburban
Basic
1
19
444
3
2023-12-06 15:21:39.085129
Average
Yes
Daily
House
1,022
1,221
39
Female
52,507
Divorced
1
PhD
Self-Employed
13.910082
Rural
Basic
1
15
345
6
2024-04-02 15:21:39.267454
Poor
Yes
Daily
House
1,359
1,222
31
Male
71,467
Single
0
High School
Unemployed
24.206901
Rural
Premium
null
19
516
8
2024-05-11 15:21:39.288099
Poor
No
Monthly
House
128
1,223
62
Female
7,984
Divorced
0
High School
null
19.829602
Urban
Comprehensive
0
17
449
8
2022-12-27 15:21:39.155231
Poor
Yes
Monthly
Condo
1,063
1,224
43
Female
8,387
Divorced
4
Bachelor's
Self-Employed
8.927997
Urban
Premium
1
6
823
3
2021-11-25 15:21:39.167099
Poor
No
Monthly
Condo
864
1,225
44
Female
5,963
Single
0
PhD
Unemployed
24.265745
Suburban
Basic
1
3
723
3
2021-08-25 15:21:39.237118
Good
Yes
Daily
House
1,033
1,226
18
Male
80,167
Single
1
PhD
Employed
36.642081
Suburban
Premium
null
16
434
5
2023-11-10 15:21:39.194829
Average
No
Monthly
Apartment
467
1,227
51
Female
95,591
Single
4
Master's
null
23.906902
Rural
Premium
null
16
null
5
2023-04-30 15:21:39.259788
Poor
No
Monthly
Apartment
213
1,228
22
Female
43,832
Divorced
3
Master's
null
10.16798
Suburban
Basic
2
2
584
8
2024-02-01 15:21:39.255696
Average
No
Daily
House
1,724
1,229
60
Female
43,949
Married
4
Bachelor's
Unemployed
45.98675
Rural
Comprehensive
2
4
590
7
2021-12-20 15:21:39.180553
Poor
No
Monthly
House
459
1,230
47
Male
27,460
Married
0
High School
Employed
19.067002
Rural
Basic
0
11
683
6
2022-06-21 15:21:39.285112
Good
No
Weekly
Apartment
394
1,231
43
Female
20,659
Divorced
3
Master's
Employed
23.890403
Suburban
Basic
1
14
489
5
2024-05-25 15:21:39.134960
Average
No
Monthly
House
563
1,232
27
Male
34,484
Single
2
Master's
Employed
19.923698
Urban
Premium
null
19
662
7
2022-07-20 15:21:39.218388
Poor
Yes
Monthly
Apartment
749
1,233
42
Male
null
Divorced
0
Master's
Self-Employed
28.959333
Suburban
Basic
2
3
559
9
2020-11-30 15:21:39.237118
Good
Yes
Weekly
House
29
1,234
49
Male
24,992
Divorced
1
Master's
Employed
25.756259
Urban
Basic
2
6
704
5
2021-11-27 15:21:39.186212
Good
Yes
Rarely
Condo
1,365
1,235
48
Female
18,367
Divorced
null
Bachelor's
Employed
28.791967
Suburban
Basic
null
8
697
9
2021-04-22 15:21:39.248098
Poor
No
Rarely
Condo
81
1,236
54
Female
1,324
Divorced
3
PhD
Unemployed
25.891515
Rural
Premium
null
19
595
5
2020-07-31 15:21:39.236064
Poor
No
Daily
Condo
2,630
1,237
38
Male
6,913
Single
null
PhD
Employed
28.534142
Rural
Comprehensive
0
12
403
4
2020-05-09 15:21:39.155231
Good
No
Rarely
Condo
687
1,238
29
Male
36,456
Single
2
PhD
null
27.56449
Suburban
Basic
null
2
767
7
2020-01-24 15:21:39.098696
Poor
Yes
Daily
Condo
695
1,239
45
Male
70,909
Single
2
Bachelor's
null
null
Rural
Comprehensive
2
9
590
8
2022-06-18 15:21:39.082499
Poor
Yes
Weekly
House
1,871
1,240
41
Male
132,647
Single
0
Bachelor's
Unemployed
13.738216
Suburban
Comprehensive
0
14
null
6
2024-06-20 15:21:39.198406
Average
Yes
Monthly
House
134
1,241
24
Female
14,081
Single
4
PhD
Employed
22.918367
Urban
Premium
2
5
577
4
2023-10-29 15:21:39.094752
Poor
Yes
Weekly
Apartment
556
1,242
41
Male
70,875
Single
null
Bachelor's
null
22.386901
Rural
Premium
0
5
418
9
2023-07-01 15:21:39.175719
null
Yes
Rarely
Condo
332
1,243
46
Female
26,694
Divorced
3
High School
null
19.172963
Urban
Premium
null
3
null
6
2021-03-05 15:21:39.180553
Poor
Yes
Monthly
Apartment
1,479
1,244
24
Male
10,056
Married
0
PhD
null
null
Suburban
Comprehensive
0
19
731
8
2021-12-06 15:21:39.237118
Good
Yes
Weekly
Condo
909
1,245
43
Male
5,857
Divorced
2
Bachelor's
Unemployed
25.878165
Urban
Premium
0
17
null
8
2022-07-15 15:21:39.171102
Average
No
Weekly
Condo
1,328
1,246
34
Male
35,706
Divorced
null
Bachelor's
Unemployed
13.76967
Urban
Comprehensive
null
0
646
7
2022-05-21 15:21:39.244069
Good
No
Daily
Condo
736
1,247
61
Female
10,984
Married
1
Master's
Employed
33.079248
Rural
Premium
1
2
502
4
2020-01-28 15:21:39.193945
Average
No
Weekly
Condo
2,631
1,248
55
Female
29,515
Married
1
High School
Employed
24.639157
Urban
Basic
null
16
null
6
2020-06-01 15:21:39.132191
Average
No
Rarely
Apartment
808
1,249
43
Male
16,751
Single
3
Master's
null
51.673861
Rural
Premium
2
2
748
6
2022-02-16 15:21:39.181605
Average
No
Weekly
Condo
1,499
1,250
58
Male
2,714
Single
3
PhD
null
17.377213
Rural
Premium
null
9
null
8
2021-07-25 15:21:39.134960
Poor
Yes
Rarely
Condo
2,249
1,251
50
Male
30,462
Single
1
High School
null
20.63798
Suburban
Basic
0
16
571
3
2020-09-25 15:21:39.283783
Poor
No
Weekly
Condo
573
1,252
29
Male
17,561
Single
4
High School
Self-Employed
24.779505
Urban
Premium
1
17
823
4
2024-05-26 15:21:39.208842
Good
No
Daily
Condo
2,520
1,253
32
Female
5,019
Married
null
Master's
null
11.944938
Rural
Basic
null
4
543
9
2020-04-06 15:21:39.122134
Average
No
Rarely
House
2,724
1,254
21
Female
62,698
Divorced
0
High School
Unemployed
20.179619
Rural
Premium
3
16
456
7
2020-07-18 15:21:39.245086
Average
Yes
Daily
Condo
1,335
1,255
29
Male
2,079
Single
2
Bachelor's
Employed
15.964606
Rural
Premium
0
3
null
6
2023-06-19 15:21:39.192212
null
Yes
Rarely
House
1,079
1,256
61
Male
25,249
Divorced
3
High School
Unemployed
5.874994
Urban
Comprehensive
null
10
734
4
2021-10-15 15:21:39.107553
Average
Yes
Daily
Condo
1,349
1,257
48
Female
25,861
Married
2
High School
null
11.917008
Rural
Comprehensive
2
2
534
6
2024-02-20 15:21:39.259788
Poor
No
Monthly
Condo
1,670
1,258
59
Male
9,766
Divorced
2
Bachelor's
null
32.770174
Rural
Comprehensive
null
13
502
7
2020-10-21 15:21:39.106582
Good
No
Daily
Condo
998
1,259
43
Male
6,799
Single
1
High School
Self-Employed
43.163727
Rural
Premium
1
12
619
5
2019-08-25 15:21:39.170099
Good
Yes
Daily
House
3,100
1,260
36
Female
32,005
Married
0
PhD
Unemployed
28.84414
Urban
Basic
1
19
553
7
2021-05-07 15:21:39.237118
Poor
No
Daily
Apartment
3,240
1,261
31
Female
62,474
Single
0
Master's
Self-Employed
51.813584
Rural
Comprehensive
3
16
575
9
2023-06-10 15:21:39.206847
Good
Yes
Rarely
House
773
1,262
59
Male
9,208
Married
0
PhD
Unemployed
25.366085
Urban
Comprehensive
1
9
810
2
2024-08-11 15:21:39.245086
Average
No
Weekly
Apartment
49
1,263
33
Male
13,672
Married
1
PhD
Employed
39.037927
Rural
Basic
0
6
705
7
2023-02-16 15:21:39.134960
Poor
No
Weekly
Condo
796
1,264
51
Female
91,742
Single
0
Master's
Unemployed
35.471145
Suburban
Comprehensive
1
11
406
1
2020-02-03 15:21:39.237118
null
No
Rarely
Apartment
1,668
1,265
21
Male
5,855
Married
4
PhD
null
27.865448
Suburban
Premium
1
18
null
5
2021-09-17 15:21:39.237118
Average
Yes
Daily
Apartment
1,149
1,266
21
Male
29,227
Married
null
PhD
null
27.093667
Suburban
Comprehensive
0
19
699
1
2024-02-12 15:21:39.155231
Poor
No
Weekly
Condo
775
1,267
20
Female
5,936
Divorced
3
High School
null
16.769596
Suburban
Comprehensive
1
1
841
7
2020-02-17 15:21:39.192212
Good
Yes
Monthly
House
853
1,268
30
Male
18,861
Single
2
Master's
Employed
36.268948
Rural
Basic
1
7
522
6
2023-09-08 15:21:39.237118
Poor
No
Rarely
House
710
1,269
57
Male
11,510
Married
3
Master's
null
30.784632
Suburban
Comprehensive
3
10
394
6
2023-07-26 15:21:39.129190
Poor
No
Weekly
House
2,631
1,270
43
Female
2,887
Married
1
Bachelor's
null
15.935633
Urban
Basic
0
14
757
8
2024-06-05 15:21:39.208842
Average
Yes
Weekly
Apartment
2,122
1,271
28
Female
3,243
Single
0
PhD
null
28.38852
Suburban
Comprehensive
2
3
687
3
2022-08-19 15:21:39.172097
null
No
Monthly
House
901
1,272
48
Male
7,983
Married
null
PhD
null
23.828801
Suburban
Premium
null
17
698
7
2022-08-14 15:21:39.165120
Good
Yes
Monthly
Apartment
1,269
1,273
35
Female
1,182
null
3
Bachelor's
Self-Employed
17.89535
Rural
Comprehensive
null
15
461
7
2020-10-05 15:21:39.271453
Average
Yes
Monthly
Condo
1,689
1,274
20
Male
null
Divorced
2
High School
null
12.919601
Urban
Premium
null
5
623
6
2024-06-30 15:21:39.177724
Average
Yes
Weekly
House
152
1,275
56
Male
97,351
Married
4
Bachelor's
Employed
21.381082
Suburban
Comprehensive
0
0
442
9
2022-06-12 15:21:39.122134
Poor
Yes
Monthly
House
1,914
1,276
50
Female
66,358
Single
2
High School
Self-Employed
16.63431
Urban
Premium
null
10
764
4
2023-07-23 15:21:39.244069
Poor
Yes
Weekly
Apartment
262
1,277
56
Male
59,800
Single
null
High School
Employed
13.372825
Suburban
Comprehensive
1
17
446
7
2023-06-24 15:21:39.134960
Poor
No
Monthly
Apartment
1,219
1,278
36
Male
102,588
Married
4
Bachelor's
Employed
49.358841
Suburban
Basic
1
1
466
6
2019-11-13 15:21:39.192212
Average
Yes
Monthly
Condo
2,677
1,279
59
Female
2,498
Married
0
Master's
Unemployed
49.878156
Urban
Basic
null
6
495
5
2023-07-01 15:21:39.253660
Good
Yes
Weekly
House
1,591
1,280
null
Male
15,035
Single
0
Bachelor's
Employed
14.989044
Suburban
Basic
0
7
795
3
2022-08-10 15:21:39.258696
Average
Yes
Monthly
House
1,953
1,281
24
Female
66,723
Divorced
1
High School
null
40.128848
Urban
Comprehensive
0
0
null
5
2021-01-20 15:21:39.186212
null
Yes
Rarely
Apartment
3,721
1,282
41
Male
41,003
Divorced
0
PhD
Employed
22.164842
Suburban
Comprehensive
1
14
null
1
2020-11-16 15:21:39.134960
Average
No
Rarely
House
102
1,283
43
Female
6,201
Divorced
2
High School
Self-Employed
10.044936
Suburban
Basic
0
0
644
2
2021-11-07 15:21:39.266452
null
No
Monthly
Condo
143
1,284
18
Male
5,911
Married
1
Master's
Unemployed
6.879456
Rural
Premium
null
18
689
7
2020-07-24 15:21:39.237118
Poor
Yes
Daily
House
3,284
1,285
32
Female
43,834
Married
2
Bachelor's
null
38.383736
Suburban
Basic
2
19
null
7
2020-06-22 15:21:39.263607
Good
No
Weekly
House
100
1,286
52
Male
44,674
Single
0
PhD
null
40.834183
Rural
Comprehensive
0
11
332
7
2021-09-14 15:21:39.134960
Average
Yes
Monthly
Apartment
1,965
1,287
45
Male
18,379
Divorced
null
PhD
Employed
40.791736
Rural
Comprehensive
2
15
688
4
2023-02-12 15:21:39.213373
Good
No
Rarely
Apartment
263
1,288
29
Male
54,962
Single
3
High School
null
9.43847
Urban
Premium
0
11
301
4
2021-05-19 15:21:39.194829
Average
No
Daily
Apartment
713
1,289
48
Female
24,983
Single
2
Master's
null
37.72634
Suburban
Premium
0
2
444
4
2024-04-24 15:21:39.147735
Average
No
Daily
House
1,800
1,290
49
Female
4,739
Single
2
High School
null
null
Urban
Basic
2
16
565
5
2023-12-04 15:21:39.182597
Good
No
Daily
Condo
561
1,291
49
Female
null
Single
3
High School
null
13.544939
Suburban
Basic
0
1
411
1
2021-05-11 15:21:39.092127
Average
Yes
Daily
House
814
1,292
45
Female
68,972
Married
2
Bachelor's
null
45.459945
Urban
Basic
0
3
376
1
2024-03-11 15:21:39.085129
null
No
Rarely
Apartment
2,174
1,293
33
Female
10,802
Single
3
High School
Unemployed
31.827558
Rural
Basic
null
3
603
6
2022-02-07 15:21:39.200452
Good
Yes
Daily
House
559
1,294
39
Female
61,564
Single
1
Bachelor's
null
29.881844
Rural
Basic
null
2
406
6
2021-11-11 15:21:39.134960
Good
No
Monthly
Apartment
1,174
1,295
54
Male
72,285
Single
0
Bachelor's
Employed
21.6157
Rural
Premium
2
15
657
4
2020-05-31 15:21:39.258696
Good
Yes
Weekly
Apartment
1,853
1,296
33
Female
64,594
Married
0
Bachelor's
null
null
Suburban
Premium
3
11
825
4
2022-03-02 15:21:39.250151
Average
No
Weekly
Apartment
1,514
1,297
51
Male
43,362
Married
1
PhD
Self-Employed
6.764679
Rural
Comprehensive
0
0
null
1
2020-11-26 15:21:39.190215
Good
No
Rarely
Apartment
562
1,298
53
Female
2,744
Married
1
Master's
Employed
18.696533
Urban
Basic
1
17
439
2
2019-09-01 15:21:39.173834
Average
No
Monthly
House
476
1,299
59
Male
18,070
Divorced
1
PhD
null
18.997302
Urban
Comprehensive
0
9
324
1
2020-05-23 15:21:39.101733
Poor
No
Weekly
House
514