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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | 36.108402 | -115.171653 | 3 | 157 | 1 | 1 | null | null | null | 0 | 109 | 2,353 | 0 |
14 | 36.062484 | -115.04578 | 3.5 | 231 | 1 | 2 | null | null | null | 0 | 109 | 20,331 | 0 |
14 | 36.062484 | -115.04578 | 3.5 | 231 | 1 | 2 | null | null | null | 0 | 109 | 20,331 | 0 |
14 | 36.10991 | -115.170817 | 3.5 | 41 | 2 | 1 | null | null | null | 0 | 109 | 10,144 | 0 |
14 | 36.104613 | -115.174527 | 4.5 | 310 | 1 | 2 | null | null | null | 0 | 109 | 30,421 | 0 |
14 | 36.114277 | -115.170976 | 2.5 | 73 | 1 | 2 | null | null | null | 0 | 109 | 36,075 | 0 |
14 | 36.114438 | -115.192995 | 3 | 24 | 1 | 1 | null | null | null | 0 | 109 | 30,975 | 0 |
14 | 36.101897 | -115.171776 | 3 | 69 | 1 | 2 | null | null | null | 0 | 109 | 34,943 | 0 |
14 | 36.071218 | -115.075999 | 2 | 31 | 1 | 1 | null | null | null | 0 | 109 | 34,003 | 0 |
14 | 36.107533 | -115.153061 | 3 | 13 | 2 | 1 | null | null | null | 0 | 109 | 34,534 | 0 |
1 | 33.423059 | -111.951843 | 4.5 | 1,504 | 1 | 2 | null | null | null | 0 | 110 | 34,374 | 0 |
1 | 33.419568 | -111.916097 | 4.5 | 1,965 | 1 | 1 | null | null | null | 0 | 110 | 11,930 | 0 |
1 | 33.476402 | -111.986391 | 2.5 | 117 | 1 | 1 | null | null | null | 0 | 110 | 8,625 | 0 |
1 | 33.421611 | -111.947568 | 4 | 73 | 2 | 1 | null | null | null | 0 | 110 | 25,118 | 0 |
1 | 33.444213 | -111.959388 | 4 | 27 | 1 | 2 | null | null | null | 0 | 110 | 22,402 | 0 |
1 | 33.473751 | -111.986317 | 4 | 65 | 1 | 1 | null | null | null | 0 | 110 | 21,679 | 0 |
1 | 33.446136 | -111.963882 | 4 | 13 | 1 | 2 | null | null | null | 0 | 110 | 35,664 | 0 |
1 | 33.553935 | -112.270075 | 4 | 406 | 1 | 2 | null | null | null | 0 | 110 | 5,620 | 0 |
1 | 33.421424 | -111.924865 | 3 | 189 | 1 | 2 | null | null | null | 0 | 110 | 19,008 | 0 |
1 | 33.446136 | -111.963882 | 4 | 13 | 1 | 2 | null | null | null | 0 | 110 | 35,664 | 0 |
1 | 33.407803 | -111.953753 | 4.5 | 475 | 1 | 2 | null | null | null | 0 | 110 | 11,935 | 0 |
1 | 33.465873 | -111.973843 | 4 | 26 | 2 | 1 | null | null | null | 0 | 110 | 31,165 | 0 |
1 | 33.442349 | -111.9555 | 4 | 36 | 2 | 1 | null | null | null | 0 | 110 | 20,931 | 0 |
1 | 33.465248 | -111.979259 | 4 | 72 | 1 | 2 | null | null | null | 0 | 110 | 7,002 | 0 |
1 | 33.442349 | -111.9555 | 3.5 | 30 | 1 | 1 | null | null | null | 0 | 110 | 7,696 | 0 |
1 | 33.417732 | -111.934419 | 2.5 | 14 | 0 | 1 | null | null | null | 0 | 110 | 19,204 | 0 |
1 | 33.49747 | -111.929602 | 5 | 65 | 1 | 2 | null | null | null | 0 | 110 | 20,321 | 0 |
1 | 33.537928 | -112.166503 | 4.5 | 36 | 1 | 2 | null | null | null | 0 | 110 | 23,646 | 0 |
1 | 33.488028 | -112.029954 | 3 | 60 | 1 | 2 | null | null | null | 0 | 110 | 21,651 | 0 |
1 | 33.478735 | -111.925299 | 4 | 413 | 1 | 1 | null | null | null | 0 | 110 | 6,417 | 0 |
14 | 36.126877 | -115.165873 | 4 | 217 | 1 | 1 | null | null | null | 0 | 111 | 31,034 | 0 |
14 | 36.102658 | -115.170504 | 4.5 | 863 | 1 | 2 | null | null | null | 0 | 111 | 19,756 | 0 |
14 | 36.126877 | -115.165873 | 4 | 205 | 1 | 1 | null | null | null | 0 | 111 | 28,281 | 0 |
14 | 36.126877 | -115.165873 | 4.5 | 127 | 1 | 1 | null | null | null | 0 | 111 | 27,940 | 0 |
14 | 36.123 | -115.169072 | 4 | 444 | 1 | 2 | null | null | null | 0 | 111 | 1,802 | 0 |
14 | 36.102658 | -115.170504 | 4.5 | 863 | 1 | 2 | null | null | null | 0 | 111 | 19,756 | 0 |
14 | 36.121869 | -115.169653 | 2 | 35 | 1 | 2 | null | null | null | 0 | 111 | 19,577 | 0 |
14 | 36.122662 | -115.170194 | 3 | 35 | 1 | 1 | null | null | null | 0 | 111 | 23,820 | 0 |
1 | 33.494688 | -111.924231 | 4.5 | 518 | 1 | 1 | null | null | null | 0 | 112 | 34,936 | 0 |
21 | 45.497721 | -73.574317 | 4 | 36 | 1 | 0 | null | null | null | 0 | 113 | 13,753 | 0 |
1 | 33.621421 | -111.916016 | 3.5 | 72 | 1 | 1 | null | null | null | 0 | 114 | 6,080 | 0 |
1 | 33.696744 | -111.916062 | 3.5 | 122 | 1 | 2 | null | null | null | 0 | 114 | 8,426 | 0 |
1 | 33.621421 | -111.916016 | 3.5 | 72 | 1 | 1 | null | null | null | 0 | 114 | 6,080 | 0 |
1 | 33.67179 | -111.906001 | 3 | 16 | 1 | 1 | null | null | null | 0 | 114 | 32,616 | 0 |
1 | 33.583909 | -111.922234 | 4 | 441 | 1 | 1 | null | null | null | 0 | 114 | 29,996 | 0 |
1 | 33.63725 | -111.921006 | 3 | 13 | 1 | 2 | null | null | null | 0 | 114 | 21,502 | 0 |
1 | 33.636954 | -111.922043 | 3.5 | 10 | 1 | 1 | null | null | null | 0 | 114 | 6,924 | 0 |
1 | 33.583909 | -111.922234 | 4 | 441 | 1 | 1 | null | null | null | 0 | 114 | 29,996 | 0 |
1 | 33.636819 | -111.921058 | 2.5 | 192 | 1 | 1 | null | null | null | 0 | 114 | 29,133 | 0 |
1 | 33.622286 | -111.904172 | 4 | 219 | 1 | 1 | null | null | null | 0 | 114 | 12,647 | 0 |
19 | 40.457103 | -79.929635 | 4 | 279 | 1 | 1 | null | null | null | 0 | 115 | 18,224 | 0 |
19 | 40.457103 | -79.929635 | 4 | 279 | 1 | 1 | null | null | null | 0 | 115 | 18,224 | 0 |
18 | 43.598486 | -79.59513 | 4 | 33 | 1 | 2 | null | null | null | 0 | 116 | 9,772 | 0 |
18 | 43.567578 | -79.662035 | 3 | 45 | 2 | 1 | null | null | null | 0 | 116 | 18,690 | 0 |
18 | 43.575177 | -79.655705 | 3.5 | 98 | 2 | 1 | null | null | null | 0 | 116 | 5,954 | 0 |
18 | 43.575177 | -79.655705 | 3.5 | 98 | 2 | 1 | null | null | null | 0 | 116 | 5,954 | 0 |
18 | 43.646823 | -79.419681 | 3 | 264 | 1 | 2 | null | null | null | 0 | 116 | 23,307 | 0 |
18 | 43.637209 | -79.530843 | 4 | 16 | 1 | 0 | null | null | null | 0 | 116 | 24,117 | 0 |
18 | 43.650882 | -79.450849 | 4 | 18 | 0 | 1 | null | null | null | 0 | 116 | 1,132 | 0 |
18 | 43.591296 | -79.636863 | 3 | 66 | 1 | 2 | null | null | null | 0 | 116 | 1,736 | 0 |
18 | 43.642567 | -79.427059 | 3 | 14 | 2 | 1 | null | null | null | 0 | 116 | 27,442 | 0 |
18 | 43.63837 | -79.418434 | 4 | 207 | 1 | 1 | null | null | null | 0 | 116 | 21,044 | 0 |
18 | 43.64207 | -79.401691 | 4 | 77 | 1 | 2 | null | null | null | 0 | 116 | 21,678 | 0 |
18 | 43.648979 | -79.484979 | 3.5 | 28 | 2 | 1 | null | null | null | 0 | 116 | 10,519 | 0 |
18 | 43.649712 | -79.429877 | 4 | 13 | 0 | 1 | null | null | null | 0 | 116 | 3,633 | 0 |
18 | 43.649105 | -79.42055 | 5 | 21 | 1 | 0 | null | null | null | 0 | 116 | 26,442 | 0 |
18 | 43.656876 | -79.402908 | 3.5 | 53 | 1 | 1 | null | null | null | 0 | 116 | 6,830 | 0 |
18 | 43.644413 | -79.418352 | 4 | 29 | 1 | 1 | null | null | null | 0 | 116 | 1,081 | 0 |
1 | 33.582355 | -112.206181 | 2.5 | 56 | 1 | 2 | null | null | null | 0 | 117 | 29,299 | 0 |
1 | 33.63688 | -112.23402 | 2.5 | 171 | 1 | 2 | null | null | null | 0 | 117 | 31,127 | 0 |
1 | 33.561715 | -112.064902 | 4.5 | 254 | 1 | 2 | null | null | null | 0 | 117 | 28,882 | 0 |
1 | 33.564907 | -112.152437 | 3.5 | 26 | 1 | 2 | null | null | null | 0 | 117 | 29,705 | 0 |
1 | 33.538924 | -112.151965 | 3.5 | 36 | 2 | 1 | null | null | null | 0 | 117 | 19,277 | 0 |
1 | 33.581411 | -112.125166 | 3 | 32 | 2 | 1 | null | null | null | 0 | 117 | 36,103 | 0 |
1 | 33.538488 | -112.183178 | 4.5 | 39 | 1 | 1 | null | null | null | 0 | 117 | 35,004 | 0 |
1 | 33.561715 | -112.064902 | 4.5 | 254 | 1 | 2 | null | null | null | 0 | 117 | 28,882 | 0 |
1 | 33.609009 | -112.22073 | 3 | 21 | 2 | 1 | null | null | null | 0 | 117 | 13,586 | 0 |
1 | 33.609882 | -112.133437 | 1.5 | 11 | 1 | 1 | null | null | null | 0 | 117 | 12,590 | 0 |
1 | 33.553936 | -112.169762 | 4.5 | 15 | 1 | 2 | null | null | null | 0 | 117 | 16,180 | 0 |
1 | 33.609902 | -112.150669 | 4 | 124 | 1 | 2 | null | null | null | 0 | 117 | 13,093 | 0 |
1 | 33.611201 | -112.185183 | 3.5 | 49 | 2 | 1 | null | null | null | 0 | 117 | 35,555 | 0 |
1 | 33.554001 | -112.169229 | 4.5 | 118 | 2 | 1 | null | null | null | 0 | 117 | 5,545 | 0 |
1 | 33.51737 | -112.082824 | 4 | 524 | 1 | 1 | null | null | null | 0 | 117 | 7,616 | 0 |
1 | 33.580271 | -112.119687 | 2.5 | 59 | 1 | 1 | null | null | null | 0 | 117 | 18,219 | 0 |
1 | 33.581511 | -112.184259 | 3 | 23 | 1 | 0 | null | null | null | 0 | 117 | 35,469 | 0 |
1 | 33.63866 | -112.219404 | 3 | 153 | 1 | 2 | null | null | null | 0 | 117 | 35,232 | 0 |
1 | 33.565792 | -112.099156 | 3.5 | 53 | 1 | 2 | null | null | null | 0 | 117 | 6,602 | 0 |
1 | 33.566128 | -112.073411 | 4 | 98 | 2 | 1 | null | null | null | 0 | 117 | 3,842 | 0 |
1 | 33.625285 | -112.414446 | 4 | 339 | 1 | 2 | null | null | null | 0 | 118 | 2,208 | 0 |
1 | 33.508204 | -112.037033 | 4 | 1,082 | 1 | 2 | null | null | null | 0 | 118 | 33,341 | 0 |
1 | 33.625285 | -112.414446 | 4 | 339 | 1 | 2 | null | null | null | 0 | 118 | 2,208 | 0 |
1 | 33.625285 | -112.414446 | 4 | 339 | 1 | 2 | null | null | null | 0 | 118 | 2,208 | 0 |
1 | 33.608375 | -112.359089 | 4.5 | 39 | 1 | 1 | null | null | null | 0 | 118 | 8,474 | 0 |
1 | 33.564146 | -112.288415 | 4 | 116 | 1 | 2 | null | null | null | 0 | 118 | 33,130 | 0 |
1 | 33.551799 | -112.261029 | 2 | 11 | 1 | 1 | null | null | null | 0 | 118 | 29,889 | 0 |
1 | 33.534943 | -112.261923 | 2 | 180 | 1 | 1 | null | null | null | 0 | 118 | 13,412 | 0 |
1 | 33.532952 | -112.260762 | 2.5 | 477 | 1 | 2 | null | null | null | 0 | 118 | 11,337 | 0 |
1 | 33.596796 | -112.271785 | 3 | 16 | 2 | 1 | null | null | null | 0 | 118 | 11,989 | 0 |
1 | 33.466461 | -112.358824 | 3.5 | 317 | 1 | 2 | null | null | null | 0 | 118 | 30,793 | 0 |
1 | 33.508925 | -112.271183 | 2.5 | 43 | 1 | 1 | null | null | null | 0 | 118 | 18,874 | 0 |
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