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 | 36.136205 | -115.151411 | 3 | 27 | 1 | 1 | null | null | null | 0 | 554,280 | 17,504 | 0 |
14 | 36.167285 | -115.13931 | 4.5 | 970 | 1 | 1 | null | null | null | 0 | 554,280 | 2,234 | 0 |
9 | 40.10799 | -88.229506 | 2 | 61 | 1 | 1 | null | null | null | 0 | 554,280 | 32,309 | 0 |
14 | 36.275979 | -115.145383 | 2.5 | 21 | 1 | 1 | null | null | null | 0 | 554,280 | 24,028 | 0 |
14 | 36.127061 | -115.169334 | 1.5 | 19 | 2 | 1 | null | null | null | 0 | 554,280 | 4,516 | 0 |
14 | 36.2398 | -115.16 | 2 | 17 | 1 | 1 | null | null | null | 0 | 554,280 | 5,100 | 0 |
14 | 36.158305 | -115.152506 | 4.5 | 128 | 1 | 2 | null | null | null | 0 | 554,280 | 3,061 | 0 |
14 | 36.137796 | -115.066476 | 2 | 20 | 1 | 1 | null | null | null | 0 | 554,280 | 28,192 | 0 |
14 | 36.161205 | -115.145457 | 4 | 51 | 2 | 1 | null | null | null | 0 | 554,280 | 23,918 | 0 |
14 | 36.132006 | -115.156035 | 4 | 348 | 1 | 2 | null | null | null | 0 | 554,280 | 22,014 | 0 |
14 | 36.136258 | -115.151253 | 2.5 | 166 | 1 | 2 | null | null | null | 0 | 554,280 | 21,237 | 0 |
14 | 36.127797 | -115.168692 | 3.5 | 778 | 1 | 1 | null | null | null | 0 | 554,280 | 15,896 | 0 |
14 | 36.144189 | -115.174449 | 3.5 | 26 | 1 | 2 | null | null | null | 0 | 554,280 | 28,161 | 0 |
14 | 36.168245 | -115.13913 | 3 | 30 | 1 | 2 | null | null | null | 0 | 554,280 | 30,725 | 0 |
14 | 36.124586 | -115.171613 | 3.5 | 29 | 1 | 1 | null | null | null | 0 | 554,280 | 35,811 | 0 |
14 | 36.124423 | -115.146372 | 3 | 25 | 1 | 0 | null | null | null | 0 | 554,280 | 28,165 | 0 |
14 | 36.159656 | -115.136348 | 4.5 | 362 | 1 | 2 | null | null | null | 0 | 554,280 | 20,127 | 0 |
14 | 36.238246 | -115.150921 | 5 | 494 | 1 | 2 | null | null | null | 0 | 554,280 | 24,349 | 0 |
14 | 36.131444 | -115.164886 | 3 | 24 | 1 | 2 | null | null | null | 0 | 554,280 | 5,508 | 0 |
14 | 36.240249 | -115.116139 | 1.5 | 12 | 1 | 1 | null | null | null | 0 | 554,280 | 32,505 | 0 |
14 | 36.11552 | -115.134971 | 4 | 1,717 | 1 | 2 | null | null | null | 0 | 554,280 | 33,225 | 0 |
14 | 36.175 | -115.136389 | 2 | 13 | 1 | 2 | null | null | null | 0 | 554,280 | 17,041 | 0 |
14 | 36.175 | -115.136389 | 4 | 31 | 1 | 2 | null | null | null | 0 | 554,280 | 13,229 | 0 |
14 | 36.102251 | -115.169968 | 4 | 33 | 1 | 1 | null | null | null | 0 | 554,281 | 24,587 | 0 |
14 | 36.102251 | -115.169968 | 3 | 3,444 | 1 | 1 | null | null | null | 0 | 554,281 | 8,918 | 0 |
14 | 36.102251 | -115.169968 | 3 | 3,444 | 1 | 1 | null | null | null | 0 | 554,281 | 8,918 | 0 |
14 | 36.102251 | -115.169968 | 4 | 33 | 1 | 1 | null | null | null | 0 | 554,281 | 24,587 | 0 |
14 | 36.143372 | -115.157027 | 4 | 646 | 1 | 2 | null | null | null | 0 | 554,282 | 21,959 | 0 |
14 | 36.102543 | -115.169884 | 4 | 1,463 | 1 | 2 | null | null | null | 0 | 554,283 | 13,636 | 0 |
14 | 36.109846 | -115.172381 | 3.5 | 468 | 1 | 2 | null | null | null | 0 | 554,284 | 1,475 | 0 |
14 | 36.109846 | -115.172381 | 3.5 | 468 | 1 | 2 | null | null | null | 0 | 554,284 | 1,475 | 0 |
14 | 36.108086 | -115.171111 | 4 | 910 | 1 | 2 | null | null | null | 0 | 554,284 | 15,599 | 0 |
14 | 36.108662 | -115.172141 | 2.5 | 449 | 1 | 1 | null | null | null | 0 | 554,284 | 871 | 0 |
14 | 36.108402 | -115.171653 | 3 | 157 | 1 | 1 | null | null | null | 0 | 554,284 | 2,353 | 0 |
14 | 36.109159 | -115.171998 | 3 | 745 | 1 | 2 | null | null | null | 0 | 554,284 | 6,998 | 0 |
14 | 36.109413 | -115.172353 | 3 | 910 | 1 | 1 | null | null | null | 0 | 554,285 | 17,000 | 0 |
14 | 36.110724 | -115.172169 | 4 | 5,447 | 1 | 1 | null | null | null | 0 | 554,285 | 22,992 | 0 |
14 | 36.101982 | -115.173842 | 4 | 1,016 | 1 | 2 | null | null | null | 0 | 554,285 | 18,378 | 0 |
14 | 36.101982 | -115.173842 | 4 | 1,016 | 1 | 2 | null | null | null | 0 | 554,285 | 18,378 | 0 |
14 | 36.101982 | -115.173842 | 4 | 1,016 | 1 | 2 | null | null | null | 0 | 554,285 | 18,378 | 0 |
14 | 36.105021 | -115.173595 | 3.5 | 465 | 2 | 1 | null | null | null | 0 | 554,285 | 25,311 | 0 |
14 | 36.105021 | -115.173595 | 3 | 52 | 1 | 2 | null | null | null | 0 | 554,285 | 3,580 | 0 |
14 | 36.110475 | -115.172241 | 3.5 | 581 | 1 | 2 | null | null | null | 0 | 554,285 | 29,556 | 0 |
14 | 36.105494 | -115.172291 | 3.5 | 52 | 1 | 1 | null | null | null | 0 | 554,285 | 8,168 | 0 |
14 | 36.105494 | -115.172291 | 3.5 | 52 | 1 | 1 | null | null | null | 0 | 554,285 | 8,168 | 0 |
1 | 33.502004 | -111.928035 | 4 | 486 | 1 | 2 | null | null | null | 0 | 554,286 | 30,756 | 0 |
1 | 33.611177 | -112.120922 | 3.5 | 27 | 1 | 1 | null | null | null | 0 | 554,287 | 24,872 | 0 |
1 | 33.637858 | -112.204467 | 3.5 | 184 | 1 | 2 | null | null | null | 0 | 554,287 | 9,792 | 0 |
1 | 33.637858 | -112.204467 | 3.5 | 184 | 1 | 2 | null | null | null | 0 | 554,287 | 9,792 | 0 |
1 | 33.554519 | -111.876082 | 4 | 351 | 1 | 2 | null | null | null | 0 | 554,287 | 7,220 | 0 |
1 | 33.611177 | -112.120922 | 3.5 | 27 | 1 | 1 | null | null | null | 0 | 554,287 | 24,872 | 0 |
1 | 33.638407 | -112.183795 | 4 | 313 | 1 | 2 | null | null | null | 0 | 554,287 | 24,994 | 0 |
1 | 33.638658 | -112.170933 | 2.5 | 12 | 1 | 1 | null | null | null | 0 | 554,287 | 29,997 | 0 |
1 | 33.638658 | -112.170933 | 2.5 | 12 | 1 | 1 | null | null | null | 0 | 554,287 | 29,997 | 0 |
1 | 33.598261 | -112.150891 | 4.5 | 59 | 2 | 1 | null | null | null | 0 | 554,287 | 22,841 | 0 |
1 | 33.601973 | -111.88792 | 3 | 61 | 1 | 1 | null | null | null | 0 | 554,287 | 15,256 | 0 |
1 | 33.582015 | -112.182588 | 2.5 | 13 | 2 | 1 | null | null | null | 0 | 554,287 | 27,332 | 0 |
1 | 33.568871 | -112.152032 | 3.5 | 73 | 1 | 2 | null | null | null | 0 | 554,287 | 35,829 | 0 |
1 | 33.61949 | -111.896436 | 4 | 12 | 2 | 1 | null | null | null | 0 | 554,287 | 9,861 | 0 |
1 | 33.564845 | -111.925557 | 2.5 | 44 | 2 | 1 | null | null | null | 0 | 554,287 | 18,851 | 0 |
1 | 33.611988 | -111.916925 | 5 | 25 | 1 | 0 | null | null | null | 0 | 554,287 | 23,715 | 0 |
1 | 33.611677 | -111.998446 | 4.5 | 124 | 2 | 1 | null | null | null | 0 | 554,287 | 9,833 | 0 |
14 | 36.005031 | -115.096043 | 3.5 | 873 | 1 | 2 | null | null | null | 0 | 554,288 | 19,172 | 0 |
14 | 36.204529 | -115.117044 | 3.5 | 243 | 1 | 2 | null | null | null | 0 | 554,288 | 8,539 | 0 |
14 | 36.063167 | -115.037421 | 4 | 339 | 1 | 2 | null | null | null | 0 | 554,288 | 2,845 | 0 |
14 | 36.108086 | -115.171111 | 4 | 910 | 1 | 2 | null | null | null | 0 | 554,288 | 15,599 | 0 |
14 | 36.069568 | -115.173747 | 4 | 323 | 1 | 1 | null | null | null | 0 | 554,288 | 9,371 | 0 |
14 | 36.015356 | -115.118515 | 3 | 72 | 1 | 2 | null | null | null | 0 | 554,288 | 33,026 | 0 |
14 | 36.012555 | -115.119803 | 4.5 | 309 | 1 | 2 | null | null | null | 0 | 554,288 | 4,395 | 0 |
14 | 36.102229 | -115.174585 | 3 | 73 | 1 | 1 | null | null | null | 0 | 554,288 | 27,823 | 0 |
14 | 36.106004 | -115.174239 | 3 | 12 | 1 | 1 | null | null | null | 0 | 554,288 | 16,406 | 0 |
14 | 36.090106 | -115.172292 | 3.5 | 19 | 1 | 2 | null | null | null | 0 | 554,288 | 11,029 | 0 |
14 | 36.083596 | -115.151711 | 2 | 36 | 1 | 1 | null | null | null | 0 | 554,288 | 10,657 | 0 |
14 | 36.080423 | -115.14639 | 3 | 24 | 2 | 1 | null | null | null | 0 | 554,288 | 16,216 | 0 |
14 | 36.034512 | -115.120111 | 4 | 48 | 1 | 2 | null | null | null | 0 | 554,288 | 21,240 | 0 |
14 | 36.099692 | -115.117954 | 4.5 | 230 | 1 | 2 | null | null | null | 0 | 554,288 | 27,549 | 0 |
14 | 36.112808 | -115.062289 | 3.5 | 83 | 1 | 1 | null | null | null | 0 | 554,288 | 15,230 | 0 |
14 | 36.081785 | -115.119441 | 4 | 68 | 2 | 1 | null | null | null | 0 | 554,288 | 35,622 | 0 |
14 | 36.022297 | -115.05062 | 3.5 | 80 | 1 | 2 | null | null | null | 0 | 554,288 | 32,292 | 0 |
14 | 36.114179 | -115.13735 | 1.5 | 19 | 2 | 1 | null | null | null | 0 | 554,288 | 32,848 | 0 |
14 | 36.105021 | -115.173595 | 3 | 52 | 1 | 2 | null | null | null | 0 | 554,288 | 3,580 | 0 |
14 | 36.072381 | -115.100413 | 4 | 354 | 1 | 1 | null | null | null | 0 | 554,288 | 24,097 | 0 |
14 | 36.070875 | -115.120061 | 4 | 43 | 1 | 1 | null | null | null | 0 | 554,288 | 27,528 | 0 |
14 | 36.072359 | -115.072786 | 2.5 | 67 | 1 | 1 | null | null | null | 0 | 554,288 | 20,155 | 0 |
14 | 36.025435 | -115.046733 | 4.5 | 175 | 1 | 2 | null | null | null | 0 | 554,288 | 12,228 | 0 |
14 | 36.099922 | -115.136418 | 2 | 58 | 1 | 0 | null | null | null | 0 | 554,288 | 4,302 | 0 |
14 | 36.050269 | -115.171053 | 4 | 183 | 2 | 1 | null | null | null | 0 | 554,288 | 21,911 | 0 |
14 | 36.104435 | -115.136785 | 4 | 45 | 1 | 2 | null | null | null | 0 | 554,288 | 1,489 | 0 |
14 | 36.015795 | -115.118127 | 3.5 | 550 | 1 | 2 | null | null | null | 0 | 554,288 | 33,012 | 0 |
14 | 36.074029 | -115.082891 | 4 | 61 | 1 | 2 | null | null | null | 0 | 554,288 | 19,425 | 0 |
14 | 36.106236 | -115.156149 | 2.5 | 14 | 2 | 1 | null | null | null | 0 | 554,288 | 22,652 | 0 |
14 | 36.040734 | -115.029965 | 2 | 23 | 2 | 1 | null | null | null | 0 | 554,288 | 2,920 | 0 |
14 | 36.057708 | -115.158676 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 554,288 | 22,185 | 0 |
14 | 36.025993 | -115.085666 | 3.5 | 241 | 1 | 2 | null | null | null | 0 | 554,288 | 6,556 | 0 |
14 | 36.106 | -115.149008 | 3.5 | 16 | 1 | 2 | null | null | null | 0 | 554,288 | 19,088 | 0 |
14 | 36.099319 | -115.114283 | 3.5 | 121 | 1 | 1 | null | null | null | 0 | 554,288 | 9,935 | 0 |
14 | 36.054704 | -115.016992 | 4.5 | 133 | 1 | 1 | null | null | null | 0 | 554,288 | 34,532 | 0 |
14 | 36.043345 | -115.10095 | 1.5 | 12 | 1 | 1 | null | null | null | 0 | 554,288 | 34,579 | 0 |
14 | 36.055654 | -115.056433 | 4.5 | 74 | 1 | 0 | null | null | null | 0 | 554,288 | 21,784 | 0 |
14 | 36.005797 | -115.111642 | 3.5 | 80 | 1 | 1 | null | null | null | 0 | 554,288 | 5,475 | 0 |
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