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 | 36.100279 | -115.11401 | 1.5 | 12 | 1 | 1 | null | null | null | 0 | 68 | 11,715 | 0 |
14 | 36.057293 | -115.175561 | 4 | 79 | 1 | 1 | null | null | null | 0 | 68 | 27,897 | 0 |
14 | 36.204145 | -115.260231 | 4 | 1,111 | 1 | 2 | null | null | null | 0 | 68 | 33,801 | 0 |
14 | 36.115174 | -115.231567 | 5 | 15 | 1 | 1 | null | null | null | 0 | 68 | 32,529 | 0 |
14 | 36.123848 | -115.279574 | 4.5 | 135 | 1 | 2 | null | null | null | 0 | 68 | 5,066 | 0 |
14 | 36.219178 | -115.262471 | 2.5 | 18 | 1 | 1 | null | null | null | 0 | 68 | 20,081 | 0 |
14 | 36.218584 | -115.092758 | 4 | 42 | 2 | 1 | null | null | null | 0 | 68 | 4,273 | 0 |
14 | 36.121869 | -115.169653 | 4 | 122 | 1 | 1 | null | null | null | 0 | 68 | 32,439 | 0 |
14 | 36.108898 | -115.151261 | 4 | 657 | 1 | 2 | null | null | null | 0 | 68 | 15,375 | 0 |
14 | 36.108785 | -115.17212 | 2.5 | 19 | 1 | 1 | null | null | null | 0 | 68 | 5,110 | 0 |
14 | 36.109496 | -115.172363 | 4 | 443 | 2 | 1 | null | null | null | 0 | 68 | 33,163 | 0 |
14 | 36.159942 | -115.222234 | 5 | 177 | 2 | 1 | null | null | null | 0 | 68 | 33,615 | 0 |
14 | 36.052067 | -115.171524 | 4 | 171 | 1 | 1 | null | null | null | 0 | 68 | 15,359 | 0 |
14 | 36.182836 | -115.16077 | 4 | 18 | 2 | 1 | null | null | null | 0 | 68 | 32,013 | 0 |
14 | 36.146223 | -115.207528 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 68 | 21,113 | 0 |
14 | 36.195823 | -115.224801 | 2 | 42 | 2 | 1 | null | null | null | 0 | 68 | 5,862 | 0 |
14 | 36.188507 | -115.206612 | 4.5 | 11 | 1 | 1 | null | null | null | 0 | 68 | 13,506 | 0 |
14 | 36.10991 | -115.170817 | 3.5 | 41 | 2 | 1 | null | null | null | 0 | 68 | 10,144 | 0 |
14 | 36.152332 | -115.242825 | 3.5 | 36 | 1 | 1 | null | null | null | 0 | 68 | 31,136 | 0 |
14 | 36.114987 | -115.241094 | 2.5 | 36 | 1 | 1 | null | null | null | 0 | 68 | 34,195 | 0 |
14 | 36.056353 | -115.277349 | 3.5 | 144 | 1 | 1 | null | null | null | 0 | 68 | 25,969 | 0 |
14 | 36.165238 | -115.161221 | 3.5 | 30 | 2 | 1 | null | null | null | 0 | 68 | 3,064 | 0 |
14 | 36.179343 | -115.242687 | 4.5 | 78 | 1 | 1 | null | null | null | 0 | 68 | 3,435 | 0 |
14 | 36.106552 | -115.17211 | 4 | 332 | 1 | 1 | null | null | null | 0 | 68 | 15,438 | 0 |
14 | 36.103226 | -115.175223 | 4 | 74 | 1 | 2 | null | null | null | 0 | 68 | 11,665 | 0 |
14 | 36.11525 | -115.226838 | 3.5 | 31 | 1 | 2 | null | null | null | 0 | 68 | 30,057 | 0 |
14 | 36.071718 | -115.243498 | 3.5 | 60 | 2 | 1 | null | null | null | 0 | 68 | 19,109 | 0 |
14 | 36.084293 | -115.293878 | 4.5 | 1,092 | 1 | 2 | null | null | null | 0 | 68 | 31,074 | 0 |
14 | 36.137179 | -115.16273 | 2.5 | 15 | 2 | 1 | null | null | null | 0 | 68 | 30,828 | 0 |
14 | 36.144962 | -115.204818 | 4.5 | 127 | 1 | 1 | null | null | null | 0 | 68 | 10,902 | 0 |
14 | 36.091241 | -115.174077 | 3.5 | 77 | 1 | 1 | null | null | null | 0 | 68 | 17,204 | 0 |
14 | 36.125693 | -115.211278 | 4 | 73 | 1 | 2 | null | null | null | 0 | 68 | 3,595 | 0 |
14 | 36.109788 | -115.17673 | 4 | 739 | 1 | 2 | null | null | null | 0 | 68 | 1,304 | 0 |
1 | 33.33069 | -111.978599 | 3.5 | 191 | 1 | 1 | null | null | null | 0 | 69 | 29,240 | 0 |
1 | 33.318561 | -111.925805 | 4.5 | 10 | 1 | 1 | null | null | null | 0 | 69 | 733 | 0 |
1 | 33.320346 | -111.977317 | 4.5 | 68 | 2 | 1 | null | null | null | 0 | 69 | 28,127 | 0 |
1 | 33.34856 | -111.95962 | 3.5 | 12 | 1 | 1 | null | null | null | 0 | 69 | 14,839 | 0 |
1 | 33.306665 | -111.979902 | 4.5 | 148 | 1 | 2 | null | null | null | 0 | 69 | 624 | 0 |
1 | 33.329389 | -111.978867 | 4 | 220 | 1 | 2 | null | null | null | 0 | 69 | 16,177 | 0 |
1 | 33.320391 | -111.977841 | 3 | 11 | 1 | 1 | null | null | null | 0 | 69 | 15,841 | 0 |
1 | 33.478948 | -111.926083 | 3.5 | 71 | 1 | 1 | null | null | null | 0 | 69 | 8,960 | 0 |
1 | 33.364653 | -111.859891 | 2.5 | 36 | 1 | 1 | null | null | null | 0 | 69 | 30,902 | 0 |
1 | 33.407691 | -111.978612 | 2.5 | 27 | 1 | 2 | null | null | null | 0 | 69 | 24,917 | 0 |
1 | 33.321602 | -111.912888 | 3.5 | 35 | 1 | 2 | null | null | null | 0 | 69 | 20,893 | 0 |
1 | 33.304851 | -111.756208 | 4.5 | 144 | 1 | 2 | null | null | null | 0 | 69 | 25,693 | 0 |
1 | 33.356539 | -111.789997 | 4 | 301 | 1 | 2 | null | null | null | 0 | 69 | 26,212 | 0 |
1 | 33.317591 | -112.003322 | 4 | 253 | 1 | 1 | null | null | null | 0 | 69 | 30,436 | 0 |
1 | 33.356539 | -111.789997 | 4 | 301 | 1 | 2 | null | null | null | 0 | 69 | 26,212 | 0 |
1 | 33.393322 | -111.926615 | 2.5 | 40 | 2 | 1 | null | null | null | 0 | 69 | 51 | 0 |
1 | 33.320728 | -111.789314 | 3.5 | 157 | 1 | 0 | null | null | null | 0 | 69 | 25,772 | 0 |
1 | 33.383705 | -111.756665 | 3 | 187 | 1 | 2 | null | null | null | 0 | 69 | 26,655 | 0 |
1 | 33.335884 | -111.80894 | 4.5 | 259 | 1 | 1 | null | null | null | 0 | 69 | 34,123 | 0 |
1 | 33.365533 | -111.78815 | 3 | 50 | 1 | 1 | null | null | null | 0 | 69 | 21,657 | 0 |
1 | 33.394047 | -111.872943 | 4.5 | 105 | 1 | 1 | null | null | null | 0 | 69 | 28,525 | 0 |
1 | 33.423705 | -111.939697 | 4.5 | 282 | 1 | 2 | null | null | null | 0 | 69 | 2,483 | 0 |
1 | 33.334318 | -111.846566 | 4 | 30 | 1 | 1 | null | null | null | 0 | 69 | 14,529 | 0 |
1 | 33.462616 | -111.926974 | 1.5 | 19 | 1 | 2 | null | null | null | 0 | 69 | 1,274 | 0 |
1 | 33.423705 | -111.77289 | 2.5 | 17 | 2 | 1 | null | null | null | 0 | 69 | 6,970 | 0 |
1 | 33.37792 | -111.940571 | 4 | 73 | 2 | 1 | null | null | null | 0 | 69 | 20,626 | 0 |
1 | 33.30713 | -111.757113 | 2.5 | 25 | 1 | 2 | null | null | null | 0 | 69 | 34,403 | 0 |
1 | 33.377795 | -111.938196 | 3.5 | 170 | 1 | 1 | null | null | null | 0 | 69 | 32,660 | 0 |
1 | 33.409798 | -111.925934 | 4 | 77 | 2 | 1 | null | null | null | 0 | 69 | 34,610 | 0 |
1 | 33.451744 | -111.916317 | 4.5 | 208 | 2 | 1 | null | null | null | 0 | 69 | 27,827 | 0 |
1 | 33.426746 | -111.940835 | 3.5 | 103 | 1 | 2 | null | null | null | 0 | 69 | 35,737 | 0 |
1 | 33.422843 | -111.839359 | 2.5 | 10 | 2 | 1 | null | null | null | 0 | 69 | 19,518 | 0 |
1 | 33.320391 | -111.926377 | 3.5 | 110 | 2 | 1 | null | null | null | 0 | 69 | 21,580 | 0 |
1 | 33.383147 | -111.964725 | 3 | 30 | 1 | 2 | null | null | null | 0 | 69 | 845 | 0 |
1 | 33.384317 | -111.806281 | 3.5 | 167 | 1 | 2 | null | null | null | 0 | 69 | 31,821 | 0 |
1 | 33.306951 | -111.885391 | 4 | 143 | 1 | 2 | null | null | null | 0 | 69 | 18,764 | 0 |
1 | 33.581421 | -111.925694 | 3 | 232 | 1 | 1 | null | null | null | 0 | 70 | 6,419 | 0 |
18 | 43.655606 | -79.384966 | 3 | 101 | 2 | 1 | null | null | null | 0 | 71 | 20,534 | 0 |
18 | 43.654756 | -79.387493 | 2.5 | 96 | 2 | 1 | null | null | null | 0 | 71 | 22,048 | 0 |
18 | 43.654987 | -79.386932 | 3 | 110 | 1 | 2 | null | null | null | 0 | 71 | 24,382 | 0 |
18 | 43.655069 | -79.38593 | 2.5 | 94 | 1 | 0 | null | null | null | 0 | 71 | 4,767 | 0 |
18 | 43.646151 | -79.39125 | 4 | 56 | 1 | 1 | null | null | null | 0 | 71 | 18,053 | 0 |
18 | 43.656786 | -79.386709 | 3 | 49 | 2 | 1 | null | null | null | 0 | 71 | 23,749 | 0 |
18 | 43.646583 | -79.407402 | 3 | 126 | 1 | 0 | null | null | null | 0 | 71 | 1,305 | 0 |
18 | 43.657137 | -79.373609 | 3.5 | 146 | 1 | 1 | null | null | null | 0 | 71 | 35,265 | 0 |
18 | 43.670453 | -79.384722 | 4 | 157 | 2 | 1 | null | null | null | 0 | 71 | 24,581 | 0 |
18 | 43.6865 | -79.347867 | 4 | 11 | 1 | 0 | null | null | null | 0 | 71 | 900 | 0 |
18 | 43.824983 | -79.307541 | 3 | 32 | 2 | 1 | null | null | null | 0 | 71 | 27,824 | 0 |
18 | 43.652187 | -79.385138 | 4.5 | 24 | 1 | 2 | null | null | null | 0 | 71 | 8,949 | 0 |
18 | 43.742543 | -79.314131 | 4 | 25 | 1 | 2 | null | null | null | 0 | 71 | 16,943 | 0 |
18 | 43.672551 | -79.387868 | 4.5 | 48 | 2 | 1 | null | null | null | 0 | 71 | 7,269 | 0 |
18 | 43.775897 | -79.31747 | 3 | 111 | 1 | 0 | null | null | null | 0 | 71 | 14,483 | 0 |
18 | 43.659279 | -79.382469 | 3.5 | 352 | 1 | 1 | null | null | null | 0 | 71 | 5,733 | 0 |
18 | 43.668524 | -79.395851 | 3.5 | 172 | 1 | 2 | null | null | null | 0 | 71 | 31,834 | 0 |
18 | 43.669028 | -79.385091 | 3 | 24 | 2 | 1 | null | null | null | 0 | 71 | 3,018 | 0 |
18 | 43.657853 | -79.376254 | 4.5 | 50 | 1 | 2 | null | null | null | 0 | 71 | 10,621 | 0 |
18 | 43.6517 | -79.397987 | 3 | 144 | 1 | 0 | null | null | null | 0 | 71 | 14,122 | 0 |
18 | 43.663246 | -79.382203 | 4 | 57 | 1 | 0 | null | null | null | 0 | 71 | 15,902 | 0 |
18 | 43.657592 | -79.382162 | 4 | 213 | 1 | 2 | null | null | null | 0 | 71 | 4,696 | 0 |
18 | 43.652957 | -79.376036 | 4.5 | 15 | 2 | 1 | null | null | null | 0 | 71 | 4,889 | 0 |
18 | 43.648227 | -79.399447 | 4 | 20 | 2 | 1 | null | null | null | 0 | 71 | 27,213 | 0 |
18 | 43.683677 | -79.392531 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 71 | 35,902 | 0 |
18 | 43.663167 | -79.402978 | 3.5 | 93 | 2 | 1 | null | null | null | 0 | 71 | 3,744 | 0 |
18 | 43.701868 | -79.387535 | 2 | 12 | 1 | 1 | null | null | null | 0 | 71 | 744 | 0 |
18 | 43.648533 | -79.397303 | 4 | 311 | 1 | 1 | null | null | null | 0 | 71 | 20,027 | 0 |
18 | 43.759218 | -79.311134 | 4 | 105 | 2 | 1 | null | null | null | 0 | 71 | 13,183 | 0 |
18 | 43.653226 | -79.383184 | 3.5 | 16 | 2 | 1 | null | null | null | 0 | 71 | 36,199 | 0 |
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