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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 33.538913 | -112.097523 | 3.5 | 96 | 1 | 2 | null | null | null | 0 | 57 | 10,001 | 0 |
1 | 33.531842 | -112.047982 | 4 | 253 | 1 | 1 | null | null | null | 0 | 57 | 4,542 | 0 |
1 | 33.539573 | -112.048346 | 4 | 334 | 1 | 2 | null | null | null | 0 | 57 | 29,392 | 0 |
1 | 33.510168 | -112.044911 | 4 | 511 | 1 | 2 | null | null | null | 0 | 57 | 14,754 | 0 |
1 | 33.510249 | -112.065293 | 3.5 | 26 | 1 | 1 | null | null | null | 0 | 57 | 21,389 | 0 |
1 | 33.528677 | -111.972652 | 4 | 10 | 1 | 2 | null | null | null | 0 | 57 | 10,460 | 0 |
1 | 33.509826 | -111.987098 | 3 | 238 | 1 | 1 | null | null | null | 0 | 57 | 30,384 | 0 |
1 | 33.504777 | -112.047846 | 4 | 218 | 1 | 1 | null | null | null | 0 | 57 | 5,405 | 0 |
1 | 33.512408 | -112.065353 | 4 | 374 | 1 | 1 | null | null | null | 0 | 57 | 4,832 | 0 |
1 | 33.511297 | -112.047073 | 3.5 | 152 | 1 | 1 | null | null | null | 0 | 57 | 1,343 | 0 |
1 | 33.524593 | -112.047148 | 3 | 94 | 2 | 1 | null | null | null | 0 | 57 | 28,046 | 0 |
1 | 33.506208 | -112.073914 | 3.5 | 35 | 1 | 2 | null | null | null | 0 | 57 | 20,754 | 0 |
1 | 33.502855 | -111.929431 | 4 | 31 | 0 | 1 | null | null | null | 0 | 57 | 19,655 | 0 |
1 | 33.508767 | -112.035645 | 3 | 227 | 2 | 1 | null | null | null | 0 | 57 | 3,877 | 0 |
1 | 33.523988 | -112.096501 | 2.5 | 19 | 1 | 1 | null | null | null | 0 | 57 | 18,136 | 0 |
1 | 33.528666 | -111.972589 | 3.5 | 132 | 1 | 2 | null | null | null | 0 | 57 | 17,642 | 0 |
1 | 33.508293 | -112.037509 | 4 | 328 | 1 | 1 | null | null | null | 0 | 57 | 19,013 | 0 |
1 | 33.539478 | -112.064706 | 1.5 | 19 | 1 | 1 | null | null | null | 0 | 57 | 13,938 | 0 |
1 | 33.507508 | -111.949531 | 4 | 256 | 1 | 2 | null | null | null | 0 | 57 | 13,165 | 0 |
1 | 33.508736 | -112.041489 | 4 | 16 | 1 | 2 | null | null | null | 0 | 57 | 24,703 | 0 |
1 | 33.523464 | -112.049161 | 3 | 29 | 1 | 1 | null | null | null | 0 | 57 | 22,792 | 0 |
14 | 36.109788 | -115.17673 | 4 | 739 | 1 | 2 | null | null | null | 0 | 58 | 1,304 | 0 |
14 | 36.108331 | -115.175808 | 4 | 1,628 | 1 | 2 | null | null | null | 0 | 58 | 21,507 | 0 |
14 | 36.111946 | -115.176877 | 4 | 1,184 | 1 | 1 | null | null | null | 0 | 58 | 17,844 | 0 |
14 | 36.11344 | -115.175276 | 4.5 | 642 | 1 | 1 | null | null | null | 0 | 58 | 31,637 | 0 |
14 | 36.109788 | -115.17673 | 4 | 739 | 1 | 2 | null | null | null | 0 | 58 | 1,304 | 0 |
14 | 36.107152 | -115.177131 | 3.5 | 676 | 1 | 2 | null | null | null | 0 | 58 | 31,029 | 0 |
14 | 36.117343 | -115.176362 | 2.5 | 255 | 1 | 2 | null | null | null | 0 | 58 | 13,479 | 0 |
14 | 36.116113 | -115.176222 | 4 | 7,009 | 1 | 2 | null | null | null | 0 | 58 | 15,987 | 0 |
14 | 36.106864 | -115.177399 | 3.5 | 931 | 1 | 2 | null | null | null | 0 | 58 | 13,691 | 0 |
1 | 33.458381 | -112.073424 | 4 | 82 | 1 | 2 | null | null | null | 0 | 59 | 27,448 | 0 |
1 | 33.510261 | -112.081942 | 3.5 | 41 | 1 | 2 | null | null | null | 0 | 59 | 20,147 | 0 |
1 | 33.51737 | -112.082824 | 4 | 524 | 1 | 1 | null | null | null | 0 | 59 | 7,616 | 0 |
1 | 33.51737 | -112.082824 | 4 | 524 | 1 | 1 | null | null | null | 0 | 59 | 7,616 | 0 |
1 | 33.458321 | -112.07331 | 4.5 | 83 | 1 | 1 | null | null | null | 0 | 59 | 21,794 | 0 |
1 | 33.495155 | -112.082213 | 4.5 | 438 | 1 | 2 | null | null | null | 0 | 59 | 11,593 | 0 |
1 | 33.466106 | -112.081819 | 4 | 70 | 2 | 1 | null | null | null | 0 | 59 | 31,363 | 0 |
1 | 33.483584 | -112.075082 | 3.5 | 163 | 1 | 2 | null | null | null | 0 | 59 | 19,580 | 0 |
1 | 33.479487 | -112.07408 | 4 | 100 | 1 | 2 | null | null | null | 0 | 59 | 9,824 | 0 |
1 | 33.479996 | -112.077144 | 4 | 191 | 1 | 1 | null | null | null | 0 | 59 | 29,863 | 0 |
1 | 33.511946 | -112.074146 | 4 | 48 | 1 | 2 | null | null | null | 0 | 59 | 1,188 | 0 |
1 | 33.669978 | -112.187261 | 4 | 305 | 1 | 2 | null | null | null | 0 | 60 | 27,295 | 0 |
1 | 33.629778 | -111.88741 | 3.5 | 140 | 1 | 1 | null | null | null | 0 | 60 | 8,477 | 0 |
1 | 33.669978 | -112.187261 | 4 | 305 | 1 | 2 | null | null | null | 0 | 60 | 27,295 | 0 |
1 | 33.638654 | -112.149861 | 4.5 | 189 | 1 | 2 | null | null | null | 0 | 60 | 26,286 | 0 |
1 | 33.610542 | -112.148574 | 4.5 | 205 | 1 | 2 | null | null | null | 0 | 60 | 830 | 0 |
1 | 33.640122 | -112.181582 | 3 | 54 | 1 | 2 | null | null | null | 0 | 60 | 4,885 | 0 |
1 | 33.639158 | -112.18511 | 3 | 25 | 1 | 1 | null | null | null | 0 | 60 | 36,172 | 0 |
1 | 33.629778 | -111.88741 | 3.5 | 140 | 1 | 1 | null | null | null | 0 | 60 | 8,477 | 0 |
1 | 33.609268 | -112.148682 | 3 | 97 | 1 | 1 | null | null | null | 0 | 60 | 6,406 | 0 |
1 | 33.63641 | -112.234129 | 3.5 | 63 | 1 | 1 | null | null | null | 0 | 60 | 15,222 | 0 |
1 | 33.63765 | -112.220148 | 3 | 58 | 2 | 1 | null | null | null | 0 | 60 | 35,399 | 0 |
1 | 33.552198 | -112.099256 | 3 | 22 | 1 | 2 | null | null | null | 0 | 60 | 7,226 | 0 |
1 | 33.507324 | -112.046858 | 3.5 | 71 | 2 | 1 | null | null | null | 0 | 60 | 24,701 | 0 |
1 | 33.55595 | -111.899037 | 4.5 | 365 | 1 | 2 | null | null | null | 0 | 60 | 19,682 | 0 |
1 | 33.580273 | -112.118875 | 3 | 116 | 1 | 2 | null | null | null | 0 | 60 | 7,120 | 0 |
1 | 33.594679 | -112.22228 | 3 | 14 | 2 | 1 | null | null | null | 0 | 60 | 4,895 | 0 |
1 | 33.640077 | -112.129293 | 3.5 | 48 | 1 | 2 | null | null | null | 0 | 60 | 11,684 | 0 |
1 | 33.609527 | -112.134533 | 3 | 32 | 0 | 1 | null | null | null | 0 | 60 | 19,381 | 0 |
1 | 33.50915 | -112.13726 | 4 | 89 | 2 | 1 | null | null | null | 0 | 60 | 2,623 | 0 |
1 | 33.637153 | -112.200054 | 4 | 174 | 1 | 1 | null | null | null | 0 | 60 | 17,624 | 0 |
14 | 36.126887 | -115.16559 | 3.5 | 4,018 | 1 | 1 | null | null | null | 0 | 61 | 2,261 | 0 |
14 | 36.116113 | -115.176222 | 4 | 7,009 | 1 | 2 | null | null | null | 0 | 61 | 15,987 | 0 |
14 | 36.117775 | -115.172576 | 3.5 | 17 | 2 | 1 | null | null | null | 0 | 61 | 18,391 | 0 |
14 | 36.124231 | -115.168261 | 2.5 | 38 | 1 | 1 | null | null | null | 0 | 61 | 22,359 | 0 |
14 | 36.1224 | -115.170335 | 3.5 | 69 | 1 | 2 | null | null | null | 0 | 61 | 34,643 | 0 |
14 | 36.122917 | -115.168525 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 61 | 11,514 | 0 |
12 | 35.421203 | -80.998974 | 4 | 26 | 2 | 1 | null | null | null | 0 | 62 | 1,545 | 0 |
12 | 35.473963 | -80.891089 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 62 | 15,699 | 0 |
12 | 35.421203 | -80.998974 | 4 | 26 | 2 | 1 | null | null | null | 0 | 62 | 1,545 | 0 |
12 | 35.488724 | -80.87493 | 4.5 | 66 | 2 | 1 | null | null | null | 0 | 62 | 2,156 | 0 |
12 | 35.448316 | -80.890005 | 4 | 126 | 1 | 2 | null | null | null | 0 | 62 | 2,130 | 0 |
12 | 35.299673 | -81.022281 | 3.5 | 16 | 1 | 1 | null | null | null | 0 | 62 | 12,099 | 0 |
12 | 35.481735 | -80.882517 | 4.5 | 31 | 1 | 2 | null | null | null | 0 | 62 | 31,810 | 0 |
12 | 35.442896 | -80.880118 | 2.5 | 72 | 1 | 1 | null | null | null | 0 | 62 | 23,219 | 0 |
12 | 35.319499 | -80.952736 | 2 | 13 | 2 | 1 | null | null | null | 0 | 62 | 20,586 | 0 |
12 | 35.289919 | -81.01741 | 3.5 | 26 | 2 | 1 | null | null | null | 0 | 62 | 18,456 | 0 |
12 | 35.45892 | -80.888999 | 3 | 10 | 1 | 2 | null | null | null | 0 | 62 | 31,285 | 0 |
18 | 43.64569 | -79.390506 | 3.5 | 23 | 1 | 1 | null | null | null | 0 | 63 | 29,811 | 0 |
18 | 43.769088 | -79.385466 | 3 | 26 | 2 | 1 | null | null | null | 0 | 63 | 7,059 | 0 |
18 | 43.664169 | -79.415162 | 4 | 30 | 2 | 1 | null | null | null | 0 | 63 | 2,861 | 0 |
18 | 43.665007 | -79.380811 | 4 | 47 | 1 | 2 | null | null | null | 0 | 63 | 14,044 | 0 |
18 | 43.792479 | -79.418236 | 3 | 12 | 1 | 1 | null | null | null | 0 | 63 | 27,419 | 0 |
18 | 43.663845 | -79.416669 | 4.5 | 152 | 1 | 2 | null | null | null | 0 | 63 | 27,985 | 0 |
18 | 43.648477 | -79.374951 | 3.5 | 17 | 1 | 2 | null | null | null | 0 | 63 | 13,362 | 0 |
18 | 43.662439 | -79.4245 | 2 | 14 | 2 | 1 | null | null | null | 0 | 63 | 27,445 | 0 |
18 | 43.649394 | -79.426315 | 4 | 37 | 0 | 1 | null | null | null | 0 | 63 | 865 | 0 |
18 | 43.817246 | -79.304129 | 3 | 28 | 2 | 1 | null | null | null | 0 | 63 | 23,949 | 0 |
18 | 43.670066 | -79.393347 | 3.5 | 34 | 2 | 1 | null | null | null | 0 | 63 | 25,144 | 0 |
18 | 43.693203 | -79.315853 | 3.5 | 10 | 1 | 1 | null | null | null | 0 | 63 | 9,841 | 0 |
18 | 43.658317 | -79.382174 | 2.5 | 39 | 2 | 1 | null | null | null | 0 | 63 | 17,778 | 0 |
18 | 43.663774 | -79.383944 | 3 | 39 | 1 | 2 | null | null | null | 0 | 63 | 4,944 | 0 |
18 | 43.670282 | -79.392323 | 3.5 | 33 | 1 | 1 | null | null | null | 0 | 63 | 27,723 | 0 |
18 | 43.669559 | -79.302306 | 3 | 35 | 1 | 0 | null | null | null | 0 | 63 | 32,608 | 0 |
18 | 43.648559 | -79.397313 | 4 | 10 | 2 | 1 | null | null | null | 0 | 63 | 3,622 | 0 |
18 | 43.704547 | -79.397855 | 3.5 | 10 | 1 | 2 | null | null | null | 0 | 63 | 16,091 | 0 |
18 | 43.678863 | -79.346344 | 3 | 14 | 1 | 1 | null | null | null | 0 | 63 | 15,270 | 0 |
18 | 43.664176 | -79.414961 | 4 | 187 | 2 | 1 | null | null | null | 0 | 63 | 21,813 | 0 |
18 | 43.650842 | -79.477041 | 4 | 46 | 2 | 1 | null | null | null | 0 | 63 | 24,934 | 0 |
18 | 43.784352 | -79.29219 | 3.5 | 13 | 2 | 1 | null | null | null | 0 | 63 | 10,915 | 0 |
Subsets and Splits