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
43.682878
-79.418915
2
14
1
1
null
null
null
0
63
26,665
0
18
43.81043
-79.293388
3
21
2
1
null
null
null
0
63
32,782
0
18
43.657875
-79.401457
3.5
15
2
1
null
null
null
0
63
31,745
0
18
43.665847
-79.31894
4
29
2
1
null
null
null
0
63
27,595
0
18
43.818137
-79.344271
3
59
1
2
null
null
null
0
63
8,461
0
18
43.646478
-79.390019
3.5
41
1
1
null
null
null
0
63
15,028
0
18
43.679544
-79.435153
3.5
49
2
1
null
null
null
0
63
661
0
18
43.821619
-79.325195
3.5
57
2
1
null
null
null
0
63
10,497
0
18
43.701868
-79.387535
2
12
1
1
null
null
null
0
63
744
0
18
43.815864
-79.322418
3.5
20
1
2
null
null
null
0
63
33,011
0
18
43.647944
-79.400967
4
188
1
1
null
null
null
0
63
23,606
0
18
43.667651
-79.385903
3
38
1
0
null
null
null
0
63
7,968
0
18
43.665286
-79.467939
3
21
2
1
null
null
null
0
63
34,326
0
18
43.669028
-79.385091
3
24
2
1
null
null
null
0
63
3,018
0
18
43.647969
-79.390115
4
127
1
0
null
null
null
0
63
36,065
0
18
43.703458
-79.397766
3.5
25
1
1
null
null
null
0
63
8,518
0
18
43.664354
-79.400545
3
19
1
1
null
null
null
0
63
26,176
0
18
43.649838
-79.373966
4
13
1
1
null
null
null
0
63
10,270
0
18
43.661293
-79.381213
3.5
103
1
2
null
null
null
0
63
978
0
18
43.826693
-79.327193
2.5
55
1
1
null
null
null
0
63
33,657
0
18
43.672118
-79.32322
4
43
2
1
null
null
null
0
63
17,875
0
18
43.787045
-79.270051
3.5
86
2
1
null
null
null
0
63
15,900
0
18
43.687183
-79.307054
4
36
1
2
null
null
null
0
63
3,163
0
18
43.707933
-79.398269
3.5
86
1
2
null
null
null
0
63
28,338
0
18
43.655118
-79.486959
4.5
35
1
0
null
null
null
0
63
12,580
0
18
43.733557
-79.404384
3.5
24
1
2
null
null
null
0
63
22,753
0
18
43.653312
-79.396844
4
67
2
1
null
null
null
0
63
23,785
0
18
43.680975
-79.284755
4
22
1
1
null
null
null
0
63
19,819
0
18
43.649492
-79.423067
4
38
0
1
null
null
null
0
63
16,607
0
18
43.661637
-79.381681
3.5
152
1
2
null
null
null
0
63
21,021
0
18
43.754089
-79.357989
3
83
1
2
null
null
null
0
63
3,871
0
18
43.664756
-79.324295
4
26
1
1
null
null
null
0
63
27,194
0
18
43.644936
-79.386151
3.5
10
1
1
null
null
null
0
63
10,904
0
18
43.67765
-79.445668
3.5
49
2
1
null
null
null
0
63
16,061
0
18
43.647537
-79.386871
3
77
1
0
null
null
null
0
63
5,672
0
18
43.777878
-79.344654
4
12
1
1
null
null
null
0
63
36,057
0
18
43.655888
-79.393589
3
58
1
0
null
null
null
0
63
26,629
0
18
43.80195
-79.492374
3.5
17
2
1
null
null
null
0
63
13,546
0
18
43.654906
-79.414561
3.5
38
1
2
null
null
null
0
63
21,179
0
18
43.655267
-79.402957
3.5
126
2
1
null
null
null
0
63
16,262
0
18
43.649313
-79.424092
4.5
30
1
0
null
null
null
0
63
8,926
0
18
43.662751
-79.403606
3
18
1
2
null
null
null
0
63
21,929
0
18
43.814025
-79.12352
3.5
15
1
2
null
null
null
0
63
9,834
0
18
43.706385
-79.397801
2.5
10
1
2
null
null
null
0
63
16,297
0
18
43.706109
-79.361876
4.5
184
2
1
null
null
null
0
63
2,686
0
18
43.755586
-79.35212
3.5
13
1
1
null
null
null
0
63
16,707
0
18
43.678349
-79.347602
3.5
27
1
2
null
null
null
0
63
9,206
0
18
43.650071
-79.389748
3.5
52
1
2
null
null
null
0
63
26,264
0
18
43.659778
-79.388315
3
12
1
2
null
null
null
0
63
22,533
0
18
43.73662
-79.34465
3.5
168
1
2
null
null
null
0
63
14,252
0
18
43.824527
-79.303354
2
14
0
1
null
null
null
0
63
26,337
0
18
43.661863
-79.383305
4
50
1
2
null
null
null
0
63
17,244
0
18
43.678998
-79.344287
3.5
18
1
2
null
null
null
0
63
149
0
18
43.664531
-79.368234
3
60
1
2
null
null
null
0
63
35,624
0
18
43.669347
-79.386045
3
22
2
1
null
null
null
0
63
20,799
0
18
43.676518
-79.35811
3.5
113
1
2
null
null
null
0
63
27,881
0
18
43.68294
-79.418491
4.5
38
2
1
null
null
null
0
63
5,284
0
18
43.68858
-79.30019
4
49
1
2
null
null
null
0
63
26,634
0
18
43.78794
-79.26581
4
10
2
1
null
null
null
0
63
17,949
0
18
43.66597
-79.384324
3
25
1
2
null
null
null
0
63
8,171
0
18
43.717466
-79.305012
4
80
1
2
null
null
null
0
63
17,824
0
18
43.663246
-79.382203
4
57
1
0
null
null
null
0
63
15,902
0
18
43.653686
-79.398607
4
143
1
2
null
null
null
0
63
17,439
0
18
43.671698
-79.392187
4.5
16
1
0
null
null
null
0
63
14,584
0
18
43.670282
-79.392323
3.5
33
1
1
null
null
null
0
63
27,723
0
18
43.666041
-79.381216
2.5
11
1
1
null
null
null
0
63
1,808
0
18
43.654617
-79.399092
3.5
32
2
1
null
null
null
0
63
6,614
0
18
43.792048
-79.249428
3.5
21
1
1
null
null
null
0
63
17,960
0
18
43.649908
-79.38926
4
149
1
0
null
null
null
0
63
11,944
0
18
43.745827
-79.289001
2
14
2
1
null
null
null
0
63
8,463
0
18
43.663834
-79.417753
3
73
0
1
null
null
null
0
63
5,975
0
18
43.672951
-79.286719
4
13
1
2
null
null
null
0
63
31,418
0
18
43.66285
-79.384104
3.5
73
0
1
null
null
null
0
63
23,982
0
18
43.652139
-79.377507
4
64
0
1
null
null
null
0
63
34,551
0
18
43.664531
-79.368234
3
60
1
2
null
null
null
0
63
35,624
0
18
43.644647
-79.398298
3
11
2
1
null
null
null
0
63
33,878
0
18
43.655297
-79.40238
3
10
2
1
null
null
null
0
63
27,421
0
18
43.648996
-79.375032
4
63
1
0
null
null
null
0
63
17,871
0
18
43.726646
-79.453058
3
303
1
2
null
null
null
0
63
12,539
0
18
43.658805
-79.382245
3.5
218
1
1
null
null
null
0
63
23,886
0
18
43.82526
-79.30032
3
12
1
2
null
null
null
0
63
25,967
0
18
43.667248
-79.385544
4
84
1
2
null
null
null
0
63
32,835
0
18
43.70074
-79.396915
5
17
1
0
null
null
null
0
63
14,744
0
18
43.791399
-79.366115
3
16
2
1
null
null
null
0
63
22,404
0
18
43.64146
-79.431879
3.5
74
1
1
null
null
null
0
63
3,207
0
18
43.669293
-79.482265
4
13
1
1
null
null
null
0
63
19,243
0
18
43.685615
-79.62054
2
52
1
1
null
null
null
0
63
6,085
0
18
43.772992
-79.414052
4
113
2
1
null
null
null
0
63
21,256
0
18
43.673658
-79.396329
4
76
1
0
null
null
null
0
63
4,749
0
18
43.644115
-79.405753
4
330
1
2
null
null
null
0
63
28,372
0
18
43.703931
-79.360917
2.5
11
1
2
null
null
null
0
63
4,829
0
18
43.688968
-79.269511
4
11
2
1
null
null
null
0
63
35,956
0
18
43.647435
-79.392737
3
23
1
0
null
null
null
0
63
4,805
0
18
43.783657
-79.253112
3.5
26
2
1
null
null
null
0
63
16,491
0
18
43.6971
-79.329433
2.5
32
1
1
null
null
null
0
63
3,945
0
18
43.644369
-79.400356
3
14
1
1
null
null
null
0
63
27,092
0
18
43.64816
-79.393445
3
23
2
1
null
null
null
0
63
3,328
0
18
43.646868
-79.390017
3
31
1
0
null
null
null
0
63
6,737
0
18
43.82999
-79.074219
3
21
2
1
null
null
null
0
63
32,690
0
18
43.650149
-79.390645
4
139
1
2
null
null
null
0
63
35,990
0