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 | 33.526227 | -111.925306 | 4 | 477 | 1 | 1 | null | null | null | 0 | 10 | 36,136 | 0 |
14 | 36.113207 | -115.163313 | 4 | 97 | 0 | 1 | null | null | null | 0 | 11 | 8,838 | 0 |
14 | 36.126877 | -115.165873 | 4 | 217 | 1 | 1 | null | null | null | 0 | 11 | 31,034 | 0 |
14 | 36.127783 | -115.168968 | 4 | 1,250 | 1 | 0 | null | null | null | 0 | 11 | 12,650 | 0 |
14 | 36.120955 | -115.169853 | 4 | 3,570 | 1 | 1 | null | null | null | 0 | 11 | 31,488 | 0 |
14 | 36.142338 | -115.156305 | 2 | 46 | 1 | 1 | null | null | null | 0 | 11 | 1,063 | 0 |
14 | 36.142338 | -115.156305 | 2.5 | 191 | 0 | 1 | null | null | null | 0 | 11 | 31,682 | 0 |
14 | 36.142338 | -115.156305 | 2 | 46 | 1 | 1 | null | null | null | 0 | 11 | 1,063 | 0 |
14 | 36.122917 | -115.168525 | 4.5 | 214 | 1 | 1 | null | null | null | 0 | 11 | 22,131 | 0 |
1 | 33.508229 | -112.026521 | 4 | 41 | 1 | 2 | null | null | null | 0 | 11 | 475 | 0 |
1 | 33.610973 | -112.153769 | 3.5 | 16 | 1 | 1 | null | null | null | 0 | 11 | 12,962 | 0 |
1 | 33.639893 | -112.067625 | 3.5 | 83 | 1 | 1 | null | null | null | 0 | 11 | 34,037 | 0 |
14 | 36.12269 | -115.170194 | 4.5 | 264 | 1 | 2 | null | null | null | 0 | 11 | 25,106 | 0 |
1 | 33.6399 | -112.052046 | 2.5 | 106 | 1 | 1 | null | null | null | 0 | 11 | 16,474 | 0 |
14 | 36.017724 | -114.948215 | 3 | 21 | 2 | 1 | null | null | null | 0 | 11 | 21,774 | 0 |
14 | 36.029039 | -115.119352 | 4 | 22 | 0 | 1 | null | null | null | 0 | 11 | 450 | 0 |
1 | 33.638669 | -112.231662 | 3 | 231 | 1 | 1 | null | null | null | 0 | 11 | 16,786 | 0 |
1 | 33.535308 | -112.185223 | 4 | 38 | 1 | 2 | null | null | null | 0 | 11 | 35,161 | 0 |
14 | 36.127224 | -115.171551 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 11 | 5,026 | 0 |
1 | 33.67051 | -112.201766 | 3.5 | 22 | 2 | 1 | null | null | null | 0 | 11 | 12,685 | 0 |
14 | 36.00532 | -115.118244 | 3.5 | 40 | 1 | 1 | null | null | null | 0 | 11 | 32,425 | 0 |
1 | 33.713455 | -112.11395 | 3.5 | 586 | 1 | 0 | null | null | null | 0 | 12 | 4,681 | 0 |
1 | 33.458356 | -112.067784 | 4 | 428 | 1 | 2 | null | null | null | 0 | 12 | 23,418 | 0 |
1 | 33.491503 | -111.925627 | 4.5 | 1,724 | 1 | 1 | null | null | null | 0 | 12 | 2,725 | 0 |
1 | 33.714478 | -112.111945 | 3 | 222 | 1 | 2 | null | null | null | 0 | 12 | 5,667 | 0 |
1 | 33.712463 | -112.113894 | 2.5 | 80 | 1 | 1 | null | null | null | 0 | 12 | 34,095 | 0 |
1 | 33.683323 | -112.092428 | 4 | 537 | 1 | 2 | null | null | null | 0 | 12 | 5,057 | 0 |
1 | 33.502053 | -111.99578 | 4.5 | 743 | 1 | 1 | null | null | null | 0 | 12 | 4,809 | 0 |
1 | 33.581393 | -112.122141 | 3 | 51 | 1 | 1 | null | null | null | 0 | 12 | 5,857 | 0 |
1 | 33.714097 | -112.112129 | 3.5 | 128 | 1 | 1 | null | null | null | 0 | 12 | 30,030 | 0 |
1 | 33.714478 | -112.111945 | 3 | 222 | 1 | 2 | null | null | null | 0 | 12 | 5,667 | 0 |
1 | 33.712426 | -112.112802 | 3 | 184 | 1 | 2 | null | null | null | 0 | 12 | 20,491 | 0 |
1 | 33.502053 | -111.99578 | 4.5 | 743 | 1 | 1 | null | null | null | 0 | 12 | 4,809 | 0 |
1 | 33.509589 | -112.071848 | 4.5 | 637 | 1 | 1 | null | null | null | 0 | 12 | 446 | 0 |
1 | 33.458356 | -112.067784 | 4 | 428 | 1 | 2 | null | null | null | 0 | 12 | 23,418 | 0 |
1 | 33.713455 | -112.11395 | 3.5 | 586 | 1 | 0 | null | null | null | 0 | 12 | 4,681 | 0 |
1 | 33.458356 | -112.067784 | 4 | 428 | 1 | 2 | null | null | null | 0 | 12 | 23,418 | 0 |
1 | 33.684205 | -112.107284 | 3 | 18 | 1 | 1 | null | null | null | 0 | 12 | 9,032 | 0 |
1 | 33.714478 | -112.111945 | 3 | 222 | 1 | 2 | null | null | null | 0 | 12 | 5,667 | 0 |
1 | 33.712426 | -112.112802 | 3 | 184 | 1 | 2 | null | null | null | 0 | 12 | 20,491 | 0 |
1 | 33.508204 | -112.037033 | 4 | 1,082 | 1 | 2 | null | null | null | 0 | 12 | 33,341 | 0 |
1 | 33.464257 | -112.035242 | 4 | 13 | 0 | 1 | null | null | null | 0 | 12 | 19,780 | 0 |
1 | 33.488155 | -112.030484 | 4 | 30 | 1 | 1 | null | null | null | 0 | 12 | 16,946 | 0 |
1 | 33.640074 | -112.028933 | 1.5 | 14 | 1 | 1 | null | null | null | 0 | 12 | 7,805 | 0 |
1 | 33.597227 | -112.014008 | 4 | 25 | 2 | 1 | null | null | null | 0 | 12 | 25,349 | 0 |
1 | 33.596186 | -112.036124 | 3.5 | 10 | 0 | 1 | null | null | null | 0 | 12 | 5,129 | 0 |
1 | 33.609736 | -112.013762 | 3.5 | 126 | 1 | 2 | null | null | null | 0 | 12 | 34,234 | 0 |
1 | 33.641201 | -112.006728 | 3.5 | 21 | 2 | 1 | null | null | null | 0 | 12 | 15,144 | 0 |
1 | 33.508204 | -112.037033 | 4 | 1,082 | 1 | 2 | null | null | null | 0 | 12 | 33,341 | 0 |
1 | 33.510314 | -112.027687 | 4 | 1,016 | 1 | 2 | null | null | null | 0 | 12 | 19,499 | 0 |
1 | 33.640074 | -112.028933 | 1.5 | 14 | 1 | 1 | null | null | null | 0 | 12 | 7,805 | 0 |
1 | 33.712248 | -112.102009 | 2.5 | 14 | 1 | 1 | null | null | null | 0 | 12 | 10,787 | 0 |
1 | 33.698968 | -112.102043 | 4.5 | 154 | 2 | 1 | null | null | null | 0 | 12 | 12,916 | 0 |
1 | 33.509041 | -112.048303 | 3.5 | 212 | 2 | 1 | null | null | null | 0 | 12 | 6,161 | 0 |
1 | 33.495582 | -112.101711 | 4 | 38 | 2 | 1 | null | null | null | 0 | 12 | 6,352 | 0 |
1 | 33.474976 | -111.925387 | 4 | 170 | 1 | 0 | null | null | null | 0 | 12 | 9,778 | 0 |
1 | 33.638815 | -111.882082 | 3 | 291 | 1 | 2 | null | null | null | 0 | 12 | 36,170 | 0 |
1 | 33.56934 | -111.885635 | 4 | 18 | 1 | 2 | null | null | null | 0 | 12 | 33,204 | 0 |
1 | 33.493356 | -111.924909 | 5 | 83 | 1 | 2 | null | null | null | 0 | 12 | 21,958 | 0 |
1 | 33.537252 | -111.963802 | 4 | 12 | 1 | 2 | null | null | null | 0 | 12 | 3,975 | 0 |
1 | 33.505855 | -112.07401 | 4.5 | 343 | 1 | 1 | null | null | null | 0 | 12 | 16,749 | 0 |
1 | 33.582486 | -111.892396 | 3.5 | 120 | 1 | 2 | null | null | null | 0 | 12 | 10,253 | 0 |
1 | 33.696764 | -111.916072 | 3.5 | 128 | 1 | 2 | null | null | null | 0 | 12 | 7,387 | 0 |
1 | 33.508555 | -112.027138 | 4.5 | 451 | 1 | 2 | null | null | null | 0 | 12 | 34,878 | 0 |
1 | 33.495492 | -112.047289 | 3.5 | 12 | 1 | 2 | null | null | null | 0 | 12 | 11,001 | 0 |
1 | 33.479867 | -111.997826 | 4 | 177 | 2 | 1 | null | null | null | 0 | 12 | 11,967 | 0 |
1 | 33.508282 | -112.048136 | 2.5 | 24 | 1 | 2 | null | null | null | 0 | 12 | 9,558 | 0 |
1 | 33.624651 | -111.944245 | 4 | 219 | 1 | 2 | null | null | null | 0 | 12 | 35,224 | 0 |
1 | 33.495208 | -112.014104 | 4 | 11 | 1 | 1 | null | null | null | 0 | 12 | 33,426 | 0 |
1 | 33.495881 | -111.979279 | 3 | 45 | 1 | 2 | null | null | null | 0 | 12 | 29,682 | 0 |
1 | 33.565149 | -111.915293 | 4 | 28 | 1 | 2 | null | null | null | 0 | 12 | 12,968 | 0 |
1 | 33.639635 | -111.977868 | 3 | 31 | 1 | 1 | null | null | null | 0 | 12 | 2,254 | 0 |
1 | 33.655825 | -112.062315 | 4 | 15 | 2 | 1 | null | null | null | 0 | 12 | 32,048 | 0 |
14 | 36.102795 | -115.168508 | 3.5 | 943 | 1 | 1 | null | null | null | 0 | 13 | 7,195 | 0 |
12 | 35.156558 | -80.824327 | 4.5 | 277 | 1 | 2 | null | null | null | 0 | 14 | 21,670 | 0 |
14 | 36.158475 | -115.12655 | 4.5 | 1,363 | 1 | 2 | null | null | null | 0 | 15 | 7,752 | 0 |
14 | 36.103061 | -115.17345 | 4 | 2,549 | 1 | 1 | null | null | null | 0 | 15 | 15,481 | 0 |
14 | 36.105494 | -115.172291 | 3.5 | 52 | 1 | 1 | null | null | null | 0 | 15 | 8,168 | 0 |
14 | 36.147958 | -115.154012 | 2.5 | 26 | 1 | 1 | null | null | null | 0 | 15 | 21,646 | 0 |
14 | 36.125925 | -115.13532 | 3.5 | 17 | 1 | 1 | null | null | null | 0 | 15 | 35,714 | 0 |
14 | 36.127453 | -115.168979 | 2.5 | 13 | 1 | 1 | null | null | null | 0 | 15 | 23,445 | 0 |
1 | 33.508987 | -111.995749 | 3.5 | 406 | 1 | 2 | null | null | null | 0 | 16 | 32,145 | 0 |
1 | 33.508987 | -111.995749 | 3.5 | 406 | 1 | 2 | null | null | null | 0 | 16 | 32,145 | 0 |
1 | 33.504408 | -111.969164 | 4.5 | 30 | 1 | 1 | null | null | null | 0 | 16 | 22,236 | 0 |
1 | 33.502837 | -111.92942 | 3 | 14 | 2 | 1 | null | null | null | 0 | 16 | 3,515 | 0 |
1 | 33.502323 | -111.928799 | 3.5 | 236 | 1 | 1 | null | null | null | 0 | 16 | 28,759 | 0 |
1 | 33.507508 | -111.949531 | 4 | 256 | 1 | 2 | null | null | null | 0 | 16 | 13,165 | 0 |
14 | 36.110019 | -115.168817 | 3.5 | 168 | 1 | 2 | null | null | null | 0 | 17 | 19,310 | 0 |
14 | 36.109159 | -115.171998 | 3 | 745 | 1 | 2 | null | null | null | 0 | 17 | 6,998 | 0 |
14 | 36.110559 | -115.16947 | 3 | 340 | 1 | 1 | null | null | null | 0 | 17 | 23,589 | 0 |
14 | 36.106542 | -115.17204 | 3.5 | 536 | 1 | 1 | null | null | null | 0 | 17 | 13,520 | 0 |
14 | 36.103262 | -115.174101 | 4.5 | 907 | 2 | 1 | null | null | null | 0 | 17 | 987 | 0 |
14 | 36.102667 | -115.173573 | 3.5 | 110 | 1 | 2 | null | null | null | 0 | 17 | 15,661 | 0 |
14 | 36.108228 | -115.171869 | 4.5 | 4,869 | 1 | 1 | null | null | null | 0 | 17 | 8,350 | 0 |
14 | 36.103262 | -115.174101 | 4.5 | 907 | 2 | 1 | null | null | null | 0 | 17 | 987 | 0 |
14 | 36.110574 | -115.169417 | 3.5 | 280 | 1 | 2 | null | null | null | 0 | 17 | 30,365 | 0 |
14 | 36.109754 | -115.173873 | 3.5 | 1,126 | 1 | 2 | null | null | null | 0 | 17 | 11,958 | 0 |
12 | 35.221673 | -80.847503 | 3.5 | 44 | 1 | 2 | null | null | null | 0 | 18 | 9,253 | 0 |
12 | 35.053215 | -80.770401 | 4 | 215 | 1 | 2 | null | null | null | 0 | 18 | 22,692 | 0 |
12 | 35.068652 | -80.841428 | 3.5 | 35 | 1 | 0 | null | null | null | 0 | 18 | 35,849 | 0 |
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