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
1,172,200
62
Male
18,096
Divorced
1
High School
null
43.89041
Suburban
Basic
2
19
576
1
2020-11-18 15:21:39.232526
Poor
Yes
Weekly
House
1,047
1,172,201
34
Female
59,484
null
0
Bachelor's
null
null
Urban
Premium
0
6
358
6
2024-04-13 15:21:39.133866
Good
Yes
Rarely
Apartment
1,418
1,172,202
49
Male
22,506
Single
1
PhD
null
7.361316
Rural
Basic
0
6
645
1
2019-11-10 15:21:39.218388
Good
Yes
Weekly
Condo
1,377
1,172,203
64
Female
null
Divorced
null
Master's
null
30.09356
Suburban
Comprehensive
0
1
766
9
2021-12-14 15:21:39.202448
Average
Yes
Rarely
Condo
53
1,172,204
51
Female
54,794
Single
2
Master's
null
21.881726
Urban
Premium
2
6
571
4
2023-05-01 15:21:39.237118
Poor
No
Daily
Condo
3,044
1,172,205
20
Male
17,991
Divorced
2
Master's
Self-Employed
24.668062
Suburban
Comprehensive
null
9
452
3
2020-07-06 15:21:39.173834
Average
Yes
Rarely
Apartment
1,875
1,172,206
61
Female
71,445
Single
2
Bachelor's
Self-Employed
null
Rural
Basic
0
1
783
4
2019-10-20 15:21:39.192212
null
Yes
Rarely
Apartment
746
1,172,207
28
Male
2,816
Married
1
Master's
Self-Employed
12.13644
Rural
Premium
3
0
597
3
2023-06-15 15:21:39.280784
Poor
No
Monthly
Apartment
1,394
1,172,208
35
Male
27,983
Single
1
Master's
null
null
Urban
Premium
0
15
637
2
2020-11-03 15:21:39.247098
Average
Yes
Daily
House
740
1,172,209
18
Male
12,074
Married
1
Master's
Employed
12.540748
Rural
Comprehensive
1
5
805
2
2022-01-26 15:21:39.171102
Good
Yes
Monthly
Apartment
733
1,172,210
59
Male
5,837
Married
1
Master's
Self-Employed
28.766261
Rural
Premium
1
6
559
7
2022-05-27 15:21:39.134960
Poor
No
Rarely
Apartment
602
1,172,211
19
Female
15,539
Married
4
PhD
Employed
25.902122
Urban
Premium
2
4
442
5
2021-07-04 15:21:39.130190
Poor
Yes
Daily
House
625
1,172,212
56
Male
34,543
Married
2
Bachelor's
Employed
26.79676
Urban
Basic
null
14
349
1
2023-04-06 15:21:39.121169
Poor
Yes
Monthly
Apartment
1,073
1,172,213
41
Female
69,904
Divorced
1
Bachelor's
Self-Employed
27.175745
Urban
Comprehensive
0
9
393
9
2023-01-08 15:21:39.237118
Poor
Yes
Monthly
House
167
1,172,214
57
Female
37,149
Single
2
Bachelor's
Employed
null
Suburban
Premium
0
17
624
4
2023-01-20 15:21:39.134960
Poor
No
Rarely
House
767
1,172,215
32
Male
60,594
Divorced
2
Master's
null
29.753002
Urban
Premium
null
14
370
1
2022-12-22 15:21:39.283783
Average
Yes
Rarely
House
1,028
1,172,216
64
Male
13,066
Single
3
PhD
Employed
32.876157
Rural
Comprehensive
0
8
768
2
2020-03-11 15:21:39.213373
Average
No
Weekly
Apartment
1,308
1,172,217
22
Female
29,460
Divorced
3
Bachelor's
null
14.131465
Suburban
Basic
null
5
562
2
2020-05-22 15:21:39.151732
Average
Yes
Monthly
Condo
1,196
1,172,218
55
Male
6,965
Married
1
Bachelor's
Employed
21.769791
Rural
Comprehensive
2
15
690
1
2021-06-11 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,069
1,172,219
52
Male
17,175
Divorced
2
PhD
null
15.426525
Rural
Premium
0
18
644
5
2023-03-06 15:21:39.155231
Good
Yes
Daily
House
111
1,172,220
23
Female
48,531
Married
4
High School
Unemployed
12.52101
Rural
Basic
2
9
432
2
2021-02-13 15:21:39.134960
Average
No
Daily
Apartment
788
1,172,221
33
Female
60,325
Divorced
2
Master's
Self-Employed
15.860877
Rural
Premium
null
17
397
1
2023-04-25 15:21:39.237118
Poor
No
Monthly
Apartment
346
1,172,222
48
Female
39,051
Divorced
1
Bachelor's
null
26.965608
Rural
Premium
null
15
790
4
2022-12-29 15:21:39.134960
Average
Yes
Monthly
House
397
1,172,223
48
Female
102,975
Married
4
PhD
Employed
31.83857
Suburban
Premium
1
7
365
1
2023-09-26 15:21:39.200452
Average
Yes
Weekly
House
936
1,172,224
58
Male
55,981
Married
2
Bachelor's
Unemployed
null
Rural
Premium
1
8
343
6
2022-06-25 15:21:39.189223
Good
No
Monthly
Condo
1,121
1,172,225
33
Female
5,881
Married
2
PhD
Unemployed
20.854506
Suburban
Premium
0
18
562
7
2023-01-01 15:21:39.125660
Average
Yes
Weekly
Apartment
726
1,172,226
39
Female
4,131
Married
2
PhD
Employed
24.960714
Rural
Premium
null
15
812
1
2023-10-01 15:21:39.223901
null
No
Rarely
House
246
1,172,227
43
Female
8,930
Single
2
Bachelor's
Self-Employed
26.539356
Rural
Basic
null
16
594
3
2023-09-19 15:21:39.166062
Average
No
Daily
House
1,052
1,172,228
20
Female
38,962
Divorced
4
Master's
Employed
29.908171
Rural
Comprehensive
null
15
778
8
2021-12-20 15:21:39.094752
Good
No
Rarely
Apartment
1,724
1,172,229
19
Female
9,084
Divorced
1
Bachelor's
null
35.982838
Suburban
Premium
1
10
683
4
2024-07-01 15:21:39.120168
Average
No
Weekly
House
119
1,172,230
62
Male
26,139
Married
3
Bachelor's
Unemployed
48.179623
Urban
Basic
2
14
833
4
2023-08-04 15:21:39.261856
null
Yes
Rarely
Apartment
1,657
1,172,231
64
Female
49,093
Married
2
High School
Employed
37.36695
Rural
Basic
null
19
812
5
2023-11-22 15:21:39.155231
null
No
Rarely
House
38
1,172,232
25
Female
7,991
Divorced
3
PhD
Employed
48.086182
Urban
Basic
1
0
778
8
2021-11-12 15:21:39.267454
Average
Yes
Weekly
House
488
1,172,233
29
Female
6,958
Single
4
High School
null
30.086868
Suburban
Premium
1
7
581
8
2024-07-16 15:21:39.134960
Average
No
Weekly
Apartment
881
1,172,234
44
Male
74,988
Divorced
3
High School
Unemployed
33.394512
Urban
Basic
2
18
394
9
2020-07-03 15:21:39.155231
Poor
Yes
Weekly
House
803
1,172,235
57
Male
14,894
Single
4
High School
null
14.858647
Rural
Basic
1
0
602
9
2024-04-28 15:21:39.173834
Average
No
Weekly
Condo
668
1,172,236
21
Male
638
Single
1
High School
null
null
Urban
Comprehensive
1
18
652
9
2024-01-14 15:21:39.181605
Poor
No
Rarely
Apartment
1,324
1,172,237
40
Female
22,794
Married
0
Bachelor's
null
21.944672
Urban
Basic
0
8
468
4
2022-02-03 15:21:39.183598
Poor
Yes
Monthly
Apartment
1,219
1,172,238
64
Male
36,456
Single
1
High School
null
9.133545
Rural
Basic
0
15
710
1
2021-07-18 15:21:39.117183
Poor
Yes
Daily
Condo
572
1,172,239
61
Female
32,598
Divorced
0
Bachelor's
null
25.879146
Rural
Comprehensive
1
11
588
4
2020-11-14 15:21:39.206847
Poor
Yes
Daily
House
3,065
1,172,240
49
Female
106,980
Married
2
Master's
null
41.091217
Suburban
Premium
null
13
439
9
2020-08-14 15:21:39.186212
Good
No
Monthly
Condo
809
1,172,241
43
Male
56,439
Divorced
1
PhD
null
43.813104
Suburban
Basic
0
7
356
2
2020-07-19 15:21:39.147735
Poor
No
Monthly
Condo
632
1,172,242
34
Male
43,869
Divorced
4
Bachelor's
Unemployed
43.817677
Suburban
Basic
1
7
590
4
2024-01-29 15:21:39.134960
Poor
Yes
Weekly
Apartment
454
1,172,243
29
Male
6,876
Single
0
Master's
Unemployed
8.874959
Suburban
Comprehensive
1
17
743
1
2020-12-01 15:21:39.155231
Poor
Yes
Daily
Apartment
397
1,172,244
43
Male
29,071
Divorced
null
PhD
Unemployed
null
Suburban
Premium
2
13
584
3
2023-08-13 15:21:39.155231
Average
Yes
Daily
Condo
788
1,172,245
53
Male
18,405
Divorced
0
Master's
Self-Employed
17.828658
Urban
Premium
1
10
695
6
2020-11-02 15:21:39.282785
Poor
Yes
Daily
Apartment
3,498
1,172,246
32
Female
33,594
Divorced
4
Bachelor's
null
21.278092
Urban
Comprehensive
1
5
837
5
2022-09-09 15:21:39.283783
Poor
No
Daily
House
884
1,172,247
50
Male
7,991
Single
1
Bachelor's
Unemployed
16.811181
Suburban
Premium
null
0
null
6
2019-09-22 15:21:39.154008
Average
Yes
Weekly
House
822
1,172,248
24
Male
149,209
Married
0
PhD
Employed
42.452194
Suburban
Basic
2
16
439
1
2021-02-28 15:21:39.172097
null
No
Monthly
Condo
3,373
1,172,249
21
Female
3,905
Single
4
High School
null
11.281265
Urban
Premium
2
7
602
7
2019-12-13 15:21:39.134960
Good
No
Weekly
Apartment
23
1,172,250
42
Male
17,863
Divorced
3
Master's
Unemployed
32.634248
Rural
Basic
null
16
718
3
2022-12-17 15:21:39.155231
Good
No
Weekly
House
964
1,172,251
35
Male
46,110
Married
2
Bachelor's
Unemployed
44.523965
Suburban
Comprehensive
1
0
809
1
2024-06-19 15:21:39.174719
Poor
No
Rarely
House
411
1,172,252
19
Female
25,999
Divorced
4
High School
Self-Employed
3.540526
Rural
Comprehensive
null
11
632
5
2022-10-04 15:21:39.147735
Poor
Yes
Rarely
Condo
60
1,172,253
25
Male
25,135
Married
0
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
4
null
3
2021-08-11 15:21:39.090124
Good
Yes
Rarely
Apartment
4,971
1,172,254
45
Male
43,778
Married
2
Bachelor's
Employed
12.723205
Urban
Comprehensive
null
18
784
3
2024-04-28 15:21:39.155231
Good
Yes
Weekly
Condo
1,060
1,172,255
50
Female
4,440
Divorced
0
Master's
null
35.52403
Urban
Comprehensive
1
1
null
6
2020-02-17 15:21:39.134960
Good
No
Daily
Condo
2,917
1,172,256
64
Male
26,962
Single
0
Bachelor's
null
5.643533
Urban
Comprehensive
0
11
391
9
2022-04-18 15:21:39.151732
Good
Yes
Weekly
House
948
1,172,257
18
Female
76,678
Single
null
Bachelor's
Unemployed
48.449508
Rural
Basic
2
7
441
7
2020-04-05 15:21:39.223901
Poor
No
Weekly
Apartment
704
1,172,258
37
Male
10,809
Married
4
Bachelor's
Employed
18.822795
Urban
Basic
1
18
731
7
2020-12-29 15:21:39.111551
Good
Yes
Rarely
Condo
495
1,172,259
32
Female
80,298
Divorced
3
PhD
Unemployed
32.933501
Urban
Comprehensive
0
16
375
9
2021-08-11 15:21:39.251142
Average
No
Daily
Apartment
2,521
1,172,260
63
Male
35,227
Married
null
High School
null
23.716079
Urban
Basic
0
2
813
2
2023-05-21 15:21:39.211806
Good
No
Monthly
House
568
1,172,261
19
Female
27,862
Married
3
PhD
null
45.60331
Suburban
Premium
null
15
394
6
2020-10-10 15:21:39.091080
Poor
No
Monthly
Condo
1,133
1,172,262
55
Female
62,300
Divorced
2
PhD
Unemployed
37.638691
Suburban
Basic
null
15
347
4
2020-04-25 15:21:39.121169
Good
Yes
Daily
Condo
835
1,172,263
44
Male
133,056
Divorced
0
PhD
Employed
6.81584
Suburban
Premium
0
2
796
4
2023-03-29 15:21:39.237118
Average
Yes
Monthly
House
48
1,172,264
27
Female
null
Single
1
PhD
Self-Employed
27.016664
Urban
Premium
1
8
null
2
2023-07-22 15:21:39.198406
Poor
No
Monthly
Apartment
48
1,172,265
56
Female
12,098
Divorced
2
Bachelor's
Self-Employed
21.988809
Suburban
Basic
1
15
767
3
2023-12-21 15:21:39.226954
Poor
Yes
Monthly
House
755
1,172,266
58
Male
24,740
Married
0
PhD
Self-Employed
10.002965
Suburban
Comprehensive
2
0
624
9
2020-10-16 15:21:39.155231
Average
Yes
Weekly
Condo
1,356
1,172,267
28
Female
28,215
Married
0
Bachelor's
Self-Employed
13.690076
Urban
Premium
null
12
641
6
2022-02-13 15:21:39.155231
Poor
Yes
Weekly
House
29
1,172,268
55
Male
3,565
Single
1
PhD
Self-Employed
11.684735
Urban
Comprehensive
2
11
444
1
2024-06-17 15:21:39.107553
Poor
Yes
Daily
Apartment
2,033
1,172,269
44
Male
9,159
Single
2
Master's
null
9.372416
Suburban
Basic
0
1
788
1
2020-06-22 15:21:39.263607
Average
No
Weekly
Apartment
1,235
1,172,270
44
Male
7,087
Single
1
PhD
Unemployed
null
Rural
Basic
0
9
734
3
2021-08-07 15:21:39.134960
Good
Yes
Rarely
Condo
902
1,172,271
62
Female
3,508
Single
1
Bachelor's
Self-Employed
12.918533
Rural
Premium
null
11
499
2
2024-06-06 15:21:39.102694
null
No
Daily
Apartment
653
1,172,272
61
Female
76,050
Married
4
PhD
null
44.441082
Suburban
Comprehensive
null
17
616
2
2019-12-23 15:21:39.253660
null
Yes
Weekly
House
2,766
1,172,273
37
Female
58,043
Divorced
4
High School
Unemployed
11.336417
Rural
Comprehensive
2
11
662
3
2023-02-19 15:21:39.172097
Average
Yes
Daily
Apartment
2,919
1,172,274
34
Male
857
Single
0
Master's
Self-Employed
40.685409
Rural
Basic
null
0
559
4
2023-12-28 15:21:39.092127
Average
No
Daily
Condo
2,036
1,172,275
40
Female
61,515
Married
0
High School
Unemployed
20.233602
Rural
Comprehensive
2
7
695
8
2022-03-11 15:21:39.186212
Poor
No
Rarely
Condo
2,873
1,172,276
53
Female
149,532
Divorced
0
PhD
Employed
23.569374
Rural
Premium
0
11
388
9
2019-09-13 15:21:39.155231
Poor
No
Monthly
Apartment
1,211
1,172,277
28
Male
35,912
Divorced
3
PhD
Self-Employed
34.722688
Rural
Basic
0
11
417
8
2022-09-06 15:21:39.081504
Good
No
Rarely
House
737
1,172,278
51
Female
5,835
Married
1
Bachelor's
Unemployed
25.673966
Suburban
Comprehensive
2
19
474
4
2022-06-23 15:21:39.090124
Average
No
Monthly
House
2,122
1,172,279
47
Male
7,821
Married
3
PhD
Unemployed
24.83785
Suburban
Basic
0
9
544
4
2024-02-05 15:21:39.226954
Good
Yes
Daily
House
795
1,172,280
35
Male
null
Married
0
Bachelor's
null
null
Suburban
Premium
0
5
653
6
2023-09-23 15:21:39.185215
Good
Yes
Weekly
Apartment
110
1,172,281
36
Male
6,098
Single
0
Bachelor's
Self-Employed
25.814297
Urban
Basic
0
0
773
2
2023-05-25 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,211
1,172,282
37
Female
16,054
Married
2
High School
Employed
7.081778
Rural
Premium
0
16
788
1
2022-06-20 15:21:39.285112
Good
Yes
Rarely
House
511
1,172,283
49
Female
20,290
Married
2
High School
Employed
18.481429
Urban
Comprehensive
0
11
670
5
2023-02-05 15:21:39.088124
Poor
No
Rarely
Apartment
461
1,172,284
63
Male
17,261
Single
0
PhD
Self-Employed
18.279935
Rural
Premium
0
16
665
4
2021-04-26 15:21:39.207847
Average
No
Monthly
Condo
485
1,172,285
57
Male
61,894
Divorced
0
High School
null
33.337789
Rural
Basic
0
9
null
7
2020-01-31 15:21:39.082499
Good
No
Monthly
Condo
229
1,172,286
54
Male
23,273
Divorced
null
Bachelor's
null
25.979763
Rural
Basic
0
2
635
6
2021-01-27 15:21:39.173834
Poor
Yes
Rarely
Apartment
1,149
1,172,287
39
Female
24,226
Single
0
PhD
Employed
21.597959
Urban
Comprehensive
0
18
751
1
2020-07-07 15:21:39.237118
Good
Yes
Daily
House
582
1,172,288
24
Male
17,054
Divorced
1
High School
null
32.749098
Urban
Basic
1
12
752
1
2023-02-16 15:21:39.084065
Poor
Yes
Daily
House
709
1,172,289
37
Male
29,289
Single
2
High School
null
28.085919
Rural
Basic
1
14
null
7
2021-05-31 15:21:39.146733
Average
Yes
Weekly
Condo
379
1,172,290
48
Male
27,383
Married
1
High School
Employed
22.07191
Rural
Basic
0
5
488
3
2019-10-10 15:21:39.084065
Average
No
Rarely
Apartment
2,552
1,172,291
62
Female
2,673
Divorced
null
Master's
Unemployed
46.938304
Suburban
Basic
0
7
844
3
2022-11-27 15:21:39.267454
Average
Yes
Rarely
Apartment
1,859
1,172,292
null
Female
32,469
Single
0
PhD
Employed
12.139003
Rural
Basic
1
6
648
9
2020-04-06 15:21:39.143708
Good
No
Weekly
House
549
1,172,293
61
Male
28,895
Divorced
null
High School
Employed
40.574185
Rural
Comprehensive
0
19
729
7
2021-07-07 15:21:39.237118
Poor
Yes
Monthly
Condo
636
1,172,294
27
Female
29,001
Divorced
0
Bachelor's
null
32.122951
Rural
Basic
0
6
685
5
2019-10-22 15:21:39.144722
Poor
Yes
Weekly
House
123
1,172,295
20
Male
5,950
Single
1
Bachelor's
null
27.846387
Rural
Comprehensive
1
8
749
3
2022-08-19 15:21:39.175719
Average
Yes
Daily
Condo
1,740
1,172,296
22
Male
107,775
Married
3
PhD
Unemployed
34.783688
Urban
Premium
0
10
382
6
2021-03-29 15:21:39.258696
Good
Yes
Rarely
Condo
563
1,172,297
23
Male
93,194
Married
4
PhD
null
15.00625
Suburban
Premium
0
18
621
1
2021-07-30 15:21:39.086123
Average
No
Monthly
Condo
91
1,172,298
55
Male
18,992
Married
4
PhD
Self-Employed
43.424811
Rural
Basic
null
13
491
9
2022-05-02 15:21:39.086123
Poor
Yes
Monthly
Apartment
988
1,172,299
55
Male
90,908
Divorced
1
Master's
null
20.527786
Suburban
Premium
null
11
474
3
2022-12-01 15:21:39.229482
Average
Yes
Daily
Apartment
3,111