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 | 43.677746 | -79.350091 | 4.5 | 19 | 1 | 1 | null | null | null | 0 | 63 | 22,989 | 0 |
18 | 43.654941 | -79.41684 | 3 | 50 | 1 | 2 | null | null | null | 0 | 63 | 27,259 | 0 |
18 | 43.644869 | -79.415899 | 4 | 17 | 1 | 0 | null | null | null | 0 | 63 | 32,051 | 0 |
18 | 43.662631 | -79.404268 | 3.5 | 155 | 1 | 1 | null | null | null | 0 | 63 | 11,002 | 0 |
18 | 43.687795 | -79.395069 | 4 | 119 | 1 | 0 | null | null | null | 0 | 63 | 985 | 0 |
18 | 43.646095 | -79.408894 | 3.5 | 53 | 1 | 0 | null | null | null | 0 | 63 | 8,312 | 0 |
18 | 43.655448 | -79.414174 | 3.5 | 18 | 0 | 1 | null | null | null | 0 | 63 | 34,116 | 0 |
18 | 43.656218 | -79.393334 | 3.5 | 95 | 1 | 0 | null | null | null | 0 | 63 | 26,998 | 0 |
18 | 43.662469 | -79.367011 | 3.5 | 27 | 1 | 2 | null | null | null | 0 | 63 | 15,824 | 0 |
18 | 43.667789 | -79.394508 | 3 | 25 | 1 | 2 | null | null | null | 0 | 63 | 29,161 | 0 |
18 | 43.649066 | -79.37693 | 2.5 | 12 | 1 | 1 | null | null | null | 0 | 63 | 24,479 | 0 |
18 | 43.651976 | -79.408195 | 3.5 | 186 | 0 | 1 | null | null | null | 0 | 63 | 13,638 | 0 |
18 | 43.66567 | -79.352075 | 3.5 | 54 | 1 | 0 | null | null | null | 0 | 63 | 5,624 | 0 |
18 | 43.656746 | -79.380484 | 3 | 10 | 1 | 1 | null | null | null | 0 | 63 | 34,947 | 0 |
18 | 43.651791 | -79.380199 | 4 | 15 | 2 | 1 | null | null | null | 0 | 63 | 24,217 | 0 |
18 | 43.672529 | -79.387841 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 63 | 20,625 | 0 |
18 | 43.663689 | -79.3842 | 3.5 | 80 | 2 | 1 | null | null | null | 0 | 63 | 19,558 | 0 |
18 | 43.671173 | -79.376232 | 2.5 | 19 | 2 | 1 | null | null | null | 0 | 63 | 29,688 | 0 |
18 | 43.671921 | -79.378787 | 3 | 13 | 2 | 1 | null | null | null | 0 | 63 | 34,081 | 0 |
18 | 43.643541 | -79.422579 | 3 | 10 | 1 | 1 | null | null | null | 0 | 63 | 13,508 | 0 |
18 | 43.657022 | -79.399357 | 4.5 | 14 | 2 | 1 | null | null | null | 0 | 63 | 27,553 | 0 |
18 | 43.670439 | -79.382723 | 3.5 | 20 | 2 | 1 | null | null | null | 0 | 63 | 34,585 | 0 |
18 | 43.707874 | -79.393995 | 2.5 | 92 | 1 | 2 | null | null | null | 0 | 63 | 30,344 | 0 |
18 | 43.656675 | -79.407115 | 3.5 | 16 | 2 | 1 | null | null | null | 0 | 63 | 8,255 | 0 |
18 | 43.654981 | -79.386619 | 2.5 | 58 | 2 | 1 | null | null | null | 0 | 63 | 20,974 | 0 |
18 | 43.653871 | -79.398839 | 3.5 | 172 | 2 | 1 | null | null | null | 0 | 63 | 12,456 | 0 |
18 | 43.673799 | -79.396321 | 4 | 18 | 1 | 0 | null | null | null | 0 | 63 | 33,401 | 0 |
18 | 43.649966 | -79.439524 | 3.5 | 13 | 2 | 1 | null | null | null | 0 | 63 | 5,138 | 0 |
18 | 43.667695 | -79.38864 | 3 | 24 | 2 | 1 | null | null | null | 0 | 63 | 5,473 | 0 |
18 | 43.641039 | -79.434324 | 4 | 50 | 1 | 0 | null | null | null | 0 | 63 | 1,819 | 0 |
18 | 43.646122 | -79.391302 | 3.5 | 54 | 1 | 2 | null | null | null | 0 | 63 | 4,306 | 0 |
18 | 43.708685 | -79.398906 | 2.5 | 29 | 1 | 0 | null | null | null | 0 | 63 | 16,155 | 0 |
18 | 43.650169 | -79.368406 | 3 | 22 | 1 | 2 | null | null | null | 0 | 63 | 18,770 | 0 |
18 | 43.661386 | -79.380605 | 2.5 | 65 | 1 | 2 | null | null | null | 0 | 63 | 35,184 | 0 |
19 | 40.459915 | -79.925664 | 3.5 | 401 | 1 | 1 | null | null | null | 0 | 64 | 7,497 | 0 |
19 | 40.459915 | -79.925664 | 3.5 | 401 | 1 | 1 | null | null | null | 0 | 64 | 7,497 | 0 |
19 | 40.46445 | -79.932571 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 64 | 701 | 0 |
19 | 40.464485 | -79.935388 | 4 | 100 | 1 | 2 | null | null | null | 0 | 64 | 5,153 | 0 |
19 | 40.46445 | -79.932571 | 3.5 | 268 | 1 | 2 | null | null | null | 0 | 64 | 22,214 | 0 |
19 | 40.461344 | -79.926358 | 4 | 60 | 1 | 2 | null | null | null | 0 | 64 | 15,465 | 0 |
22 | 35.035252 | -80.970827 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 65 | 5,160 | 0 |
12 | 35.307836 | -80.75422 | 2 | 97 | 1 | 2 | null | null | null | 0 | 65 | 5,861 | 0 |
12 | 35.349007 | -80.855317 | 3.5 | 45 | 2 | 1 | null | null | null | 0 | 65 | 34,159 | 0 |
22 | 35.035252 | -80.970827 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 65 | 5,160 | 0 |
12 | 35.214363 | -80.857571 | 4 | 345 | 1 | 2 | null | null | null | 0 | 65 | 21,041 | 0 |
12 | 35.345074 | -80.887138 | 4 | 13 | 2 | 1 | null | null | null | 0 | 65 | 6,017 | 0 |
12 | 35.20296 | -80.864371 | 4 | 155 | 1 | 1 | null | null | null | 0 | 65 | 9,310 | 0 |
12 | 35.210553 | -80.856673 | 4 | 552 | 1 | 2 | null | null | null | 0 | 65 | 7,948 | 0 |
12 | 35.204422 | -80.864091 | 4.5 | 46 | 1 | 1 | null | null | null | 0 | 65 | 32,007 | 0 |
12 | 35.223517 | -80.944165 | 2.5 | 12 | 1 | 1 | null | null | null | 0 | 65 | 26,777 | 0 |
12 | 35.084707 | -80.890457 | 4.5 | 48 | 1 | 0 | null | null | null | 0 | 65 | 24,214 | 0 |
12 | 35.159611 | -80.876714 | 4 | 153 | 1 | 2 | null | null | null | 0 | 65 | 2,117 | 0 |
12 | 35.233575 | -80.848988 | 4.5 | 24 | 1 | 2 | null | null | null | 0 | 65 | 5,909 | 0 |
12 | 35.042024 | -80.862628 | 3 | 113 | 1 | 2 | null | null | null | 0 | 65 | 29,513 | 0 |
12 | 35.217977 | -80.793942 | 5 | 53 | 2 | 1 | null | null | null | 0 | 65 | 31,877 | 0 |
12 | 35.323266 | -80.94622 | 1 | 12 | 1 | 1 | null | null | null | 0 | 65 | 28,437 | 0 |
14 | 36.193771 | -115.164799 | 4.5 | 352 | 1 | 2 | null | null | null | 0 | 66 | 25,104 | 0 |
1 | 33.596379 | -112.219616 | 4 | 25 | 1 | 1 | null | null | null | 0 | 67 | 33,963 | 0 |
1 | 33.613044 | -112.185369 | 3.5 | 41 | 2 | 1 | null | null | null | 0 | 67 | 21,718 | 0 |
1 | 33.613073 | -112.185389 | 4.5 | 98 | 1 | 2 | null | null | null | 0 | 67 | 18,077 | 0 |
1 | 33.534088 | -112.261233 | 3.5 | 774 | 1 | 2 | null | null | null | 0 | 67 | 16,334 | 0 |
1 | 33.580918 | -112.218793 | 2 | 16 | 2 | 1 | null | null | null | 0 | 67 | 35,131 | 0 |
1 | 33.61146 | -112.22183 | 4.5 | 139 | 2 | 1 | null | null | null | 0 | 67 | 30,500 | 0 |
1 | 33.566984 | -112.187212 | 4 | 149 | 1 | 2 | null | null | null | 0 | 67 | 13,459 | 0 |
1 | 33.551939 | -112.269247 | 3.5 | 302 | 1 | 2 | null | null | null | 0 | 67 | 34,208 | 0 |
1 | 33.639157 | -112.136667 | 3.5 | 230 | 1 | 2 | null | null | null | 0 | 67 | 420 | 0 |
1 | 33.553935 | -112.270075 | 4 | 406 | 1 | 2 | null | null | null | 0 | 67 | 5,620 | 0 |
1 | 33.640501 | -112.187037 | 4 | 67 | 1 | 2 | null | null | null | 0 | 67 | 9,737 | 0 |
1 | 33.594679 | -112.22228 | 3 | 14 | 2 | 1 | null | null | null | 0 | 67 | 4,895 | 0 |
1 | 33.534937 | -112.261314 | 3 | 11 | 1 | 2 | null | null | null | 0 | 67 | 7,670 | 0 |
1 | 33.585613 | -112.24411 | 4 | 20 | 2 | 1 | null | null | null | 0 | 67 | 34,172 | 0 |
1 | 33.610031 | -112.235624 | 3 | 14 | 1 | 2 | null | null | null | 0 | 67 | 12,526 | 0 |
1 | 33.581943 | -112.239975 | 4 | 58 | 1 | 2 | null | null | null | 0 | 67 | 29,832 | 0 |
1 | 33.63776 | -112.222989 | 3 | 43 | 2 | 1 | null | null | null | 0 | 67 | 3,451 | 0 |
1 | 33.5662 | -112.254 | 1.5 | 26 | 1 | 1 | null | null | null | 0 | 67 | 14,330 | 0 |
1 | 33.595804 | -112.222637 | 4.5 | 26 | 1 | 2 | null | null | null | 0 | 67 | 29,044 | 0 |
1 | 33.607441 | -112.269093 | 3 | 32 | 2 | 1 | null | null | null | 0 | 67 | 22,573 | 0 |
1 | 33.552046 | -112.186489 | 4.5 | 31 | 1 | 0 | null | null | null | 0 | 67 | 1,194 | 0 |
1 | 33.609005 | -112.220795 | 3 | 60 | 1 | 2 | null | null | null | 0 | 67 | 30,052 | 0 |
1 | 33.653181 | -112.253767 | 2 | 12 | 2 | 1 | null | null | null | 0 | 67 | 19,969 | 0 |
1 | 33.537101 | -112.238914 | 2 | 14 | 1 | 1 | null | null | null | 0 | 67 | 14,974 | 0 |
1 | 33.654815 | -112.188568 | 3.5 | 53 | 1 | 2 | null | null | null | 0 | 67 | 24,565 | 0 |
1 | 33.567927 | -112.149576 | 3.5 | 224 | 1 | 2 | null | null | null | 0 | 67 | 1,798 | 0 |
1 | 33.610494 | -112.240843 | 2 | 19 | 1 | 1 | null | null | null | 0 | 67 | 14,847 | 0 |
1 | 33.596701 | -112.222889 | 4.5 | 424 | 1 | 1 | null | null | null | 0 | 67 | 20,596 | 0 |
1 | 33.637602 | -112.235731 | 3.5 | 196 | 1 | 2 | null | null | null | 0 | 67 | 32,163 | 0 |
1 | 33.568298 | -112.15368 | 4 | 238 | 2 | 1 | null | null | null | 0 | 67 | 11,468 | 0 |
1 | 33.638618 | -112.196027 | 4 | 13 | 1 | 2 | null | null | null | 0 | 67 | 27,258 | 0 |
1 | 33.639358 | -112.223917 | 3.5 | 28 | 2 | 1 | null | null | null | 0 | 67 | 32,974 | 0 |
1 | 33.639204 | -112.153007 | 3.5 | 49 | 1 | 2 | null | null | null | 0 | 67 | 11,066 | 0 |
1 | 33.582839 | -112.201131 | 3.5 | 26 | 2 | 1 | null | null | null | 0 | 67 | 3,733 | 0 |
1 | 33.541366 | -112.185821 | 4 | 49 | 1 | 1 | null | null | null | 0 | 67 | 1,474 | 0 |
1 | 33.581094 | -112.240456 | 5 | 94 | 2 | 1 | null | null | null | 0 | 67 | 16,671 | 0 |
14 | 36.167322 | -115.139221 | 4.5 | 367 | 1 | 1 | null | null | null | 0 | 68 | 18,237 | 0 |
14 | 36.057145 | -115.128609 | 4 | 82 | 2 | 1 | null | null | null | 0 | 68 | 1,381 | 0 |
14 | 36.124012 | -115.279475 | 3.5 | 198 | 1 | 2 | null | null | null | 0 | 68 | 5,403 | 0 |
14 | 36.155739 | -115.15954 | 4 | 218 | 1 | 2 | null | null | null | 0 | 68 | 16,930 | 0 |
14 | 36.143521 | -115.113834 | 4.5 | 22 | 2 | 1 | null | null | null | 0 | 68 | 19,399 | 0 |
14 | 36.144146 | -115.161898 | 3.5 | 27 | 1 | 2 | null | null | null | 0 | 68 | 27,645 | 0 |
14 | 36.154166 | -115.207386 | 2.5 | 73 | 2 | 1 | null | null | null | 0 | 68 | 23,276 | 0 |
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