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 | 43.644455 | -79.385483 | 3 | 46 | 1 | 1 | null | null | null | 0 | 161 | 20,498 | 0 |
18 | 43.649564 | -79.384646 | 4 | 53 | 1 | 1 | null | null | null | 0 | 161 | 31,717 | 0 |
18 | 43.647361 | -79.381123 | 3.5 | 133 | 1 | 2 | null | null | null | 0 | 161 | 27,677 | 0 |
18 | 43.648764 | -79.386505 | 4 | 27 | 1 | 1 | null | null | null | 0 | 161 | 28,174 | 0 |
18 | 43.647752 | -79.38343 | 3.5 | 37 | 1 | 2 | null | null | null | 0 | 161 | 12,123 | 0 |
18 | 43.646075 | -79.381821 | 3.5 | 67 | 1 | 2 | null | null | null | 0 | 161 | 33,994 | 0 |
18 | 43.648312 | -79.382332 | 3.5 | 98 | 1 | 2 | null | null | null | 0 | 161 | 7,411 | 0 |
18 | 43.647623 | -79.37983 | 4 | 24 | 1 | 2 | null | null | null | 0 | 161 | 28,487 | 0 |
18 | 43.647361 | -79.381123 | 3.5 | 133 | 1 | 2 | null | null | null | 0 | 161 | 27,677 | 0 |
18 | 43.6489 | -79.383573 | 4.5 | 13 | 2 | 1 | null | null | null | 0 | 161 | 4,843 | 0 |
18 | 43.647285 | -79.387076 | 3.5 | 203 | 1 | 0 | null | null | null | 0 | 161 | 25,028 | 0 |
18 | 43.649492 | -79.377517 | 3 | 23 | 1 | 1 | null | null | null | 0 | 161 | 34,075 | 0 |
1 | 33.398606 | -112.072528 | 2 | 23 | 1 | 0 | null | null | null | 0 | 162 | 24,333 | 0 |
1 | 33.495056 | -112.061283 | 2 | 49 | 1 | 1 | null | null | null | 0 | 162 | 12,978 | 0 |
1 | 33.495056 | -112.061283 | 2 | 49 | 1 | 1 | null | null | null | 0 | 162 | 12,978 | 0 |
1 | 33.392492 | -112.074022 | 2.5 | 15 | 1 | 2 | null | null | null | 0 | 162 | 24,256 | 0 |
1 | 33.450143 | -112.07 | 2 | 21 | 1 | 2 | null | null | null | 0 | 162 | 10,805 | 0 |
1 | 33.455766 | -112.072806 | 3 | 26 | 2 | 1 | null | null | null | 0 | 162 | 3,847 | 0 |
1 | 33.4713 | -112.064761 | 4.5 | 304 | 1 | 2 | null | null | null | 0 | 162 | 29,572 | 0 |
1 | 33.479487 | -112.07408 | 4 | 100 | 1 | 2 | null | null | null | 0 | 162 | 9,824 | 0 |
1 | 33.4713 | -112.064761 | 4.5 | 304 | 1 | 2 | null | null | null | 0 | 162 | 29,572 | 0 |
1 | 33.491669 | -112.073483 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 162 | 18,472 | 0 |
1 | 33.485423 | -112.06919 | 4 | 603 | 1 | 1 | null | null | null | 0 | 162 | 8,925 | 0 |
1 | 33.474287 | -112.064847 | 3 | 12 | 1 | 2 | null | null | null | 0 | 162 | 8,777 | 0 |
1 | 33.480297 | -112.081124 | 3 | 17 | 2 | 1 | null | null | null | 0 | 162 | 36,196 | 0 |
1 | 33.465469 | -112.082177 | 3 | 68 | 1 | 1 | null | null | null | 0 | 162 | 10,100 | 0 |
1 | 33.450218 | -112.074002 | 2 | 10 | 1 | 1 | null | null | null | 0 | 162 | 33,449 | 0 |
1 | 33.465462 | -112.078017 | 4 | 266 | 1 | 2 | null | null | null | 0 | 162 | 34,086 | 0 |
1 | 33.493331 | -111.932108 | 3 | 381 | 1 | 2 | null | null | null | 0 | 163 | 29,975 | 0 |
12 | 35.156558 | -80.824327 | 4.5 | 277 | 1 | 2 | null | null | null | 0 | 164 | 21,670 | 0 |
12 | 35.156558 | -80.824327 | 4.5 | 277 | 1 | 2 | null | null | null | 0 | 164 | 21,670 | 0 |
12 | 35.135244 | -80.736616 | 3 | 15 | 1 | 2 | null | null | null | 0 | 164 | 10,894 | 0 |
12 | 35.13898 | -80.737053 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 164 | 23,145 | 0 |
12 | 35.155994 | -80.823933 | 4 | 140 | 1 | 2 | null | null | null | 0 | 164 | 18,687 | 0 |
12 | 35.147181 | -80.725701 | 2 | 50 | 1 | 1 | null | null | null | 0 | 164 | 14,978 | 0 |
14 | 36.068142 | -115.174817 | 3.5 | 49 | 1 | 2 | null | null | null | 0 | 165 | 10,770 | 0 |
14 | 36.053896 | -115.084078 | 2 | 11 | 1 | 2 | null | null | null | 0 | 165 | 9,629 | 0 |
14 | 36.057006 | -115.05666 | 4 | 22 | 1 | 1 | null | null | null | 0 | 165 | 3,016 | 0 |
14 | 36.019467 | -115.117383 | 3 | 47 | 2 | 1 | null | null | null | 0 | 165 | 15,257 | 0 |
14 | 36.106673 | -115.13677 | 4 | 25 | 2 | 1 | null | null | null | 0 | 165 | 3,693 | 0 |
14 | 36.126877 | -115.165873 | 4 | 217 | 1 | 1 | null | null | null | 0 | 165 | 31,034 | 0 |
14 | 36.041827 | -115.116606 | 2.5 | 26 | 2 | 1 | null | null | null | 0 | 165 | 26,844 | 0 |
14 | 36.071196 | -115.207463 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 165 | 11,230 | 0 |
14 | 36.011688 | -115.175798 | 3 | 184 | 1 | 2 | null | null | null | 0 | 165 | 14,675 | 0 |
14 | 36.10132 | -115.182186 | 4 | 954 | 1 | 1 | null | null | null | 0 | 165 | 29,112 | 0 |
14 | 36.011688 | -115.175798 | 3 | 184 | 1 | 2 | null | null | null | 0 | 165 | 14,675 | 0 |
14 | 36.069881 | -115.082818 | 4 | 408 | 1 | 0 | null | null | null | 0 | 165 | 27,906 | 0 |
14 | 36.01411 | -115.13497 | 4.5 | 164 | 1 | 1 | null | null | null | 0 | 165 | 34,725 | 0 |
14 | 36.014838 | -115.171263 | 4.5 | 310 | 1 | 2 | null | null | null | 0 | 165 | 17,758 | 0 |
14 | 36.014708 | -115.171335 | 4 | 179 | 1 | 2 | null | null | null | 0 | 165 | 23,622 | 0 |
14 | 36.017676 | -115.118878 | 3.5 | 107 | 1 | 2 | null | null | null | 0 | 165 | 32,712 | 0 |
14 | 36.114277 | -115.170976 | 3 | 14 | 1 | 1 | null | null | null | 0 | 165 | 28,426 | 0 |
14 | 36.129009 | -115.137689 | 4 | 37 | 2 | 1 | null | null | null | 0 | 165 | 28,104 | 0 |
14 | 36.144023 | -115.195896 | 4 | 29 | 2 | 1 | null | null | null | 0 | 165 | 12,510 | 0 |
14 | 36.094457 | -115.208867 | 3.5 | 135 | 1 | 2 | null | null | null | 0 | 165 | 30,114 | 0 |
14 | 36.142654 | -115.118776 | 3 | 16 | 2 | 1 | null | null | null | 0 | 165 | 8,128 | 0 |
14 | 36.059631 | -115.119423 | 3.5 | 58 | 2 | 1 | null | null | null | 0 | 165 | 17,645 | 0 |
14 | 36.08044 | -115.146097 | 2.5 | 34 | 2 | 1 | null | null | null | 0 | 165 | 13,587 | 0 |
14 | 36.06825 | -115.177231 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 165 | 9,315 | 0 |
14 | 36.068727 | -115.069505 | 4.5 | 30 | 1 | 1 | null | null | null | 0 | 165 | 31,741 | 0 |
14 | 36.115273 | -115.112276 | 4.5 | 50 | 1 | 2 | null | null | null | 0 | 165 | 26,742 | 0 |
14 | 36.114958 | -115.09324 | 2 | 11 | 1 | 1 | null | null | null | 0 | 165 | 23,218 | 0 |
14 | 36.100397 | -115.20734 | 2.5 | 18 | 1 | 1 | null | null | null | 0 | 165 | 18,021 | 0 |
14 | 36.144046 | -115.202465 | 4.5 | 2,595 | 1 | 1 | null | null | null | 0 | 165 | 2,723 | 0 |
14 | 36.075969 | -115.181724 | 4.5 | 1,741 | 1 | 1 | null | null | null | 0 | 165 | 2,398 | 0 |
14 | 36.114905 | -115.209744 | 4.5 | 580 | 1 | 2 | null | null | null | 0 | 165 | 11,581 | 0 |
14 | 36.116504 | -115.206888 | 4 | 65 | 1 | 2 | null | null | null | 0 | 165 | 11,724 | 0 |
14 | 36.109494 | -115.173819 | 4 | 1,079 | 2 | 1 | null | null | null | 0 | 166 | 4,554 | 0 |
14 | 36.107924 | -115.174055 | 4.5 | 1,246 | 1 | 2 | null | null | null | 0 | 166 | 9,802 | 0 |
14 | 36.102697 | -115.169058 | 4.5 | 353 | 1 | 1 | null | null | null | 0 | 166 | 20,121 | 0 |
14 | 36.110199 | -115.175373 | 4 | 551 | 1 | 2 | null | null | null | 0 | 166 | 33,234 | 0 |
14 | 36.103399 | -115.169402 | 3 | 227 | 1 | 2 | null | null | null | 0 | 166 | 35,515 | 0 |
14 | 36.10353 | -115.172342 | 3.5 | 184 | 1 | 1 | null | null | null | 0 | 166 | 7,398 | 0 |
14 | 36.10353 | -115.172342 | 3.5 | 184 | 1 | 1 | null | null | null | 0 | 166 | 7,398 | 0 |
14 | 36.107924 | -115.174055 | 4.5 | 1,246 | 1 | 2 | null | null | null | 0 | 166 | 9,802 | 0 |
14 | 36.110199 | -115.175373 | 4 | 551 | 1 | 2 | null | null | null | 0 | 166 | 33,234 | 0 |
14 | 36.105767 | -115.172225 | 4 | 68 | 2 | 1 | null | null | null | 0 | 166 | 15,342 | 0 |
14 | 36.10353 | -115.172342 | 3.5 | 114 | 1 | 2 | null | null | null | 0 | 166 | 4,992 | 0 |
14 | 36.106731 | -115.171975 | 2.5 | 44 | 2 | 1 | null | null | null | 0 | 166 | 28,679 | 0 |
14 | 36.108999 | -115.173179 | 3 | 156 | 1 | 2 | null | null | null | 0 | 166 | 25,746 | 0 |
14 | 36.102916 | -115.169756 | 4 | 235 | 1 | 1 | null | null | null | 0 | 166 | 2,582 | 0 |
14 | 36.10353 | -115.172342 | 3 | 11 | 1 | 1 | null | null | null | 0 | 166 | 21,292 | 0 |
14 | 36.108149 | -115.169907 | 3 | 28 | 1 | 2 | null | null | null | 0 | 166 | 22,058 | 0 |
18 | 43.711421 | -79.399363 | 3 | 108 | 1 | 2 | null | null | null | 0 | 167 | 18,921 | 0 |
18 | 43.668297 | -79.397718 | 2.5 | 20 | 1 | 2 | null | null | null | 0 | 167 | 20,083 | 0 |
18 | 43.664787 | -79.455335 | 3.5 | 202 | 1 | 0 | null | null | null | 0 | 167 | 30,341 | 0 |
18 | 43.711421 | -79.399363 | 3 | 108 | 1 | 2 | null | null | null | 0 | 167 | 18,921 | 0 |
18 | 43.665173 | -79.410371 | 2.5 | 16 | 2 | 1 | null | null | null | 0 | 167 | 25,239 | 0 |
18 | 43.664963 | -79.411333 | 3 | 19 | 1 | 1 | null | null | null | 0 | 167 | 16,658 | 0 |
18 | 43.665322 | -79.40932 | 3.5 | 37 | 1 | 2 | null | null | null | 0 | 167 | 7,771 | 0 |
18 | 43.665712 | -79.409096 | 4 | 186 | 1 | 2 | null | null | null | 0 | 167 | 17,614 | 0 |
18 | 43.67086 | -79.393424 | 3.5 | 160 | 1 | 2 | null | null | null | 0 | 167 | 22,939 | 0 |
18 | 43.665449 | -79.409232 | 3.5 | 95 | 2 | 1 | null | null | null | 0 | 167 | 28,384 | 0 |
18 | 43.666698 | -79.412015 | 4 | 71 | 1 | 0 | null | null | null | 0 | 167 | 17,036 | 0 |
14 | 36.011478 | -115.174141 | 4.5 | 141 | 1 | 2 | null | null | null | 0 | 168 | 1,827 | 0 |
14 | 36.132775 | -115.172881 | 4 | 660 | 1 | 2 | null | null | null | 0 | 169 | 33,998 | 0 |
14 | 36.114983 | -115.139799 | 4 | 359 | 1 | 1 | null | null | null | 0 | 170 | 20,560 | 0 |
14 | 36.126529 | -115.213264 | 4.5 | 709 | 1 | 2 | null | null | null | 0 | 171 | 35,485 | 0 |
14 | 36.126529 | -115.213264 | 4 | 485 | 1 | 2 | null | null | null | 0 | 171 | 5,839 | 0 |
14 | 36.126529 | -115.213264 | 3 | 84 | 1 | 2 | null | null | null | 0 | 171 | 3,951 | 0 |
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