business_state
float64
0
24
business_latitude
float64
-34.52
90
business_longitude
float64
-142.47
115
business_avg_stars
float64
1
5
business_review_count
float64
10
7.36k
business_WheelchairAccessible
float64
0
2
business_BikeParking
float64
0
2
user_review_count
float64
5
1.93k
user_yelping_since
stringlengths
10
10
user_average_stars
float64
1
5
review_dist_to_centroid
float64
0
38.1
user_id
int64
0
554k
business_id
int64
0
36.2k
review_stars
int64
0
5
18
43.824234
-79.300795
4
451
2
1
null
null
null
0
63
21,515
0
18
43.64322
-79.398513
4.5
25
1
1
null
null
null
0
63
25,439
0
18
43.655818
-79.393757
4
13
1
1
null
null
null
0
63
35,981
0
18
43.72602
-79.286765
3.5
36
2
1
null
null
null
0
63
12,979
0
18
43.661896
-79.337437
2.5
10
0
1
null
null
null
0
63
25,124
0
18
43.648977
-79.420495
3.5
92
1
1
null
null
null
0
63
33,574
0
18
43.640261
-79.438356
4.5
10
1
1
null
null
null
0
63
22,036
0
18
43.775953
-79.325334
3
36
2
1
null
null
null
0
63
1,894
0
18
43.666489
-79.404207
4
74
2
1
null
null
null
0
63
19,837
0
18
43.653312
-79.396844
3.5
29
2
1
null
null
null
0
63
9,698
0
18
43.655267
-79.402957
3.5
126
2
1
null
null
null
0
63
16,262
0
18
43.672005
-79.419224
5
18
2
1
null
null
null
0
63
29,796
0
18
43.661582
-79.408878
4
55
1
0
null
null
null
0
63
9,360
0
18
43.660367
-79.432596
3.5
10
1
0
null
null
null
0
63
24,833
0
18
43.705919
-79.389181
3.5
16
0
1
null
null
null
0
63
11,912
0
18
43.660949
-79.429951
3.5
26
2
1
null
null
null
0
63
20,821
0
18
43.655101
-79.398599
4
22
1
2
null
null
null
0
63
2,247
0
18
43.671253
-79.387484
3.5
154
1
1
null
null
null
0
63
36,039
0
18
43.663515
-79.370688
4
216
0
1
null
null
null
0
63
6,404
0
18
43.657106
-79.374217
2
13
1
1
null
null
null
0
63
15,368
0
18
43.666992
-79.381329
3.5
162
1
0
null
null
null
0
63
23,057
0
18
43.647686
-79.388585
2.5
91
1
2
null
null
null
0
63
19,823
0
18
43.655262
-79.365343
3
24
0
1
null
null
null
0
63
2,757
0
18
43.652543
-79.412429
4.5
113
1
2
null
null
null
0
63
34,105
0
18
43.650411
-79.381347
3.5
46
1
2
null
null
null
0
63
7,266
0
18
43.669793
-79.3829
2.5
18
2
1
null
null
null
0
63
23,382
0
18
43.680315
-79.391025
3
25
1
2
null
null
null
0
63
8,151
0
18
43.660966
-79.430859
3.5
22
1
2
null
null
null
0
63
35,513
0
18
43.646162
-79.391266
3
25
1
2
null
null
null
0
63
2,774
0
18
43.643926
-79.408867
4
24
1
1
null
null
null
0
63
35,024
0
18
43.650211
-79.389349
3.5
84
1
2
null
null
null
0
63
14,024
0
18
43.660632
-79.414724
4.5
29
1
0
null
null
null
0
63
4,515
0
18
43.647546
-79.404001
3
12
1
2
null
null
null
0
63
18,808
0
18
43.655289
-79.399872
4.5
31
1
2
null
null
null
0
63
15,710
0
18
43.664973
-79.384593
3.5
128
1
0
null
null
null
0
63
34,802
0
18
43.669116
-79.426021
4
31
1
0
null
null
null
0
63
28,760
0
18
43.70755
-79.398122
4
59
1
1
null
null
null
0
63
34,115
0
18
43.650272
-79.389084
3.5
212
2
1
null
null
null
0
63
31,718
0
18
43.650978
-79.41328
4
443
1
0
null
null
null
0
63
30,304
0
18
43.646122
-79.391302
3.5
54
1
2
null
null
null
0
63
4,306
0
18
43.648702
-79.388077
4
369
1
0
null
null
null
0
63
21,489
0
18
43.656571
-79.40712
3.5
137
1
2
null
null
null
0
63
25,649
0
18
43.707022
-79.396045
3.5
98
1
2
null
null
null
0
63
16,281
0
18
43.675708
-79.403853
3
90
1
0
null
null
null
0
63
36,204
0
18
43.646478
-79.390019
2.5
67
1
2
null
null
null
0
63
26,543
0
18
43.6489
-79.383573
4.5
13
2
1
null
null
null
0
63
4,843
0
18
43.656894
-79.399271
3
50
2
1
null
null
null
0
63
286
0
18
43.654956
-79.379997
3
16
1
2
null
null
null
0
63
6,342
0
18
43.648558
-79.381711
4
113
1
2
null
null
null
0
63
27,488
0
18
43.657448
-79.383682
3
88
1
1
null
null
null
0
63
13,602
0
18
43.657348
-79.384354
3
62
1
2
null
null
null
0
63
25,962
0
18
43.660088
-79.362925
2
39
2
1
null
null
null
0
63
15,870
0
18
43.675003
-79.400299
3.5
72
1
2
null
null
null
0
63
12,674
0
18
43.652955
-79.399136
3.5
39
1
0
null
null
null
0
63
18,793
0
18
43.670439
-79.382723
3.5
20
2
1
null
null
null
0
63
34,585
0
18
43.647875
-79.394611
3.5
23
1
2
null
null
null
0
63
13,825
0
18
43.64146
-79.431879
3.5
74
1
1
null
null
null
0
63
3,207
0
18
43.680886
-79.430307
4
23
1
0
null
null
null
0
63
30,831
0
18
43.660367
-79.432596
3.5
10
1
0
null
null
null
0
63
24,833
0
18
43.655815
-79.364713
3.5
101
1
2
null
null
null
0
63
22,950
0
18
43.656162
-79.399723
4
102
1
2
null
null
null
0
63
18,849
0
18
43.647361
-79.381123
3.5
133
1
2
null
null
null
0
63
27,677
0
18
43.653686
-79.398607
4
143
1
2
null
null
null
0
63
17,439
0
18
43.649293
-79.394999
3.5
123
1
2
null
null
null
0
63
2,020
0
18
43.677568
-79.351884
3
152
1
2
null
null
null
0
63
4,441
0
18
43.666819
-79.385469
4
205
2
1
null
null
null
0
63
103
0
18
43.659257
-79.382826
3.5
160
1
1
null
null
null
0
63
35,066
0
18
43.67894
-79.390474
3
18
1
1
null
null
null
0
63
31,839
0
18
43.648752
-79.377053
3
13
1
1
null
null
null
0
63
35,163
0
18
43.660673
-79.366042
3
18
2
1
null
null
null
0
63
1,119
0
18
43.644989
-79.416228
3.5
195
1
2
null
null
null
0
63
6,569
0
18
43.64899
-79.372354
3
63
1
2
null
null
null
0
63
10,688
0
18
43.642969
-79.425705
4
70
1
2
null
null
null
0
63
34,895
0
18
43.666288
-79.405489
3.5
79
1
2
null
null
null
0
63
6,966
0
18
43.675003
-79.400299
3.5
72
1
2
null
null
null
0
63
12,674
0
18
43.647954
-79.400871
4
215
1
2
null
null
null
0
63
24,862
0
18
43.646238
-79.410184
3
35
1
2
null
null
null
0
63
12,057
0
18
43.645546
-79.381735
3
43
1
2
null
null
null
0
63
34,194
0
18
43.651134
-79.37201
3
47
1
2
null
null
null
0
63
13,455
0
18
43.647442
-79.402367
3.5
39
1
1
null
null
null
0
63
8,273
0
18
43.665357
-79.406982
4.5
70
1
0
null
null
null
0
63
28,303
0
18
43.664456
-79.380257
3
13
0
1
null
null
null
0
63
22,397
0
18
43.64102
-79.435159
3.5
22
2
1
null
null
null
0
63
16,164
0
18
43.669681
-79.413225
3.5
125
1
1
null
null
null
0
63
34,126
0
18
43.666459
-79.384997
2.5
15
0
1
null
null
null
0
63
11,359
0
18
43.66228
-79.425576
4
24
2
1
null
null
null
0
63
23,828
0
18
43.650574
-79.35948
4
106
1
1
null
null
null
0
63
25,228
0
18
43.660438
-79.432233
3.5
13
2
1
null
null
null
0
63
29,241
0
18
43.653887
-79.425846
3.5
50
1
0
null
null
null
0
63
12,295
0
18
43.681992
-79.425532
3
39
1
2
null
null
null
0
63
12,077
0
18
43.707276
-79.399562
3.5
66
1
2
null
null
null
0
63
28,682
0
18
43.654787
-79.402137
4.5
19
2
1
null
null
null
0
63
9,043
0
18
43.703715
-79.398016
3.5
39
1
2
null
null
null
0
63
19,463
0
18
43.701559
-79.39763
3
41
1
2
null
null
null
0
63
10,970
0
18
43.652985
-79.404137
4.5
14
1
0
null
null
null
0
63
5,610
0
18
43.647622
-79.3921
4
87
0
1
null
null
null
0
63
14,240
0
18
43.647939
-79.400349
4
65
1
0
null
null
null
0
63
1,376
0
18
43.663182
-79.402567
4
67
2
1
null
null
null
0
63
17,472
0
18
43.649023
-79.391551
3
39
2
1
null
null
null
0
63
4,640
0
18
43.647766
-79.395437
3.5
59
1
2
null
null
null
0
63
28,645
0