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 | 43.789569 | -79.302589 | 3.5 | 120 | 2 | 1 | null | null | null | 0 | 77 | 19,711 | 0 |
18 | 43.84132 | -79.399826 | 3.5 | 28 | 2 | 1 | null | null | null | 0 | 77 | 13,441 | 0 |
18 | 43.847997 | -79.356809 | 3.5 | 109 | 2 | 1 | null | null | null | 0 | 77 | 4,415 | 0 |
18 | 43.793318 | -79.419329 | 3.5 | 79 | 2 | 1 | null | null | null | 0 | 77 | 33,098 | 0 |
18 | 43.818741 | -79.531028 | 3.5 | 52 | 2 | 1 | null | null | null | 0 | 77 | 35,092 | 0 |
18 | 43.792491 | -79.445916 | 2.5 | 12 | 1 | 2 | null | null | null | 0 | 77 | 28,973 | 0 |
23 | 43.108593 | -89.511156 | 2 | 37 | 1 | 2 | null | null | null | 0 | 77 | 31,868 | 0 |
17 | 41.459418 | -81.953627 | 4 | 89 | 1 | 2 | null | null | null | 0 | 77 | 35,705 | 0 |
14 | 36.101741 | -115.100359 | 5 | 180 | 1 | 2 | null | null | null | 0 | 77 | 5,426 | 0 |
18 | 43.797598 | -79.426383 | 3 | 40 | 1 | 0 | null | null | null | 0 | 77 | 28,108 | 0 |
23 | 43.06952 | -89.389614 | 4.5 | 10 | 2 | 1 | null | null | null | 0 | 77 | 11,862 | 0 |
17 | 41.316136 | -81.538488 | 3.5 | 34 | 1 | 2 | null | null | null | 0 | 77 | 4,344 | 0 |
19 | 40.46198 | -79.705 | 4 | 29 | 1 | 1 | null | null | null | 0 | 77 | 29,766 | 0 |
19 | 40.417593 | -80.045585 | 3 | 18 | 1 | 2 | null | null | null | 0 | 77 | 25,944 | 0 |
18 | 43.654943 | -79.40196 | 4 | 13 | 0 | 1 | null | null | null | 0 | 77 | 11,255 | 0 |
19 | 40.603786 | -79.928449 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 77 | 5,487 | 0 |
18 | 43.661637 | -79.381681 | 3 | 57 | 1 | 2 | null | null | null | 0 | 77 | 10,873 | 0 |
17 | 41.314319 | -81.517235 | 1.5 | 42 | 1 | 1 | null | null | null | 0 | 77 | 34,503 | 0 |
19 | 40.482559 | -79.819693 | 4.5 | 39 | 2 | 1 | null | null | null | 0 | 77 | 17,490 | 0 |
18 | 43.670585 | -79.42607 | 4 | 33 | 1 | 2 | null | null | null | 0 | 77 | 24,962 | 0 |
18 | 43.638802 | -79.385934 | 2.5 | 48 | 1 | 1 | null | null | null | 0 | 77 | 1,616 | 0 |
18 | 43.645424 | -79.396221 | 3.5 | 222 | 1 | 2 | null | null | null | 0 | 77 | 26,684 | 0 |
23 | 43.061432 | -89.504794 | 2.5 | 34 | 1 | 0 | null | null | null | 0 | 77 | 11,881 | 0 |
17 | 41.49918 | -81.689137 | 4 | 12 | 2 | 1 | null | null | null | 0 | 77 | 12,954 | 0 |
18 | 43.653611 | -79.38006 | 2.5 | 19 | 1 | 2 | null | null | null | 0 | 77 | 26,487 | 0 |
19 | 40.433261 | -79.923198 | 4 | 184 | 1 | 1 | null | null | null | 0 | 77 | 20,839 | 0 |
17 | 41.411123 | -81.337961 | 4 | 52 | 1 | 1 | null | null | null | 0 | 77 | 7,955 | 0 |
17 | 41.464738 | -81.843934 | 4 | 65 | 2 | 1 | null | null | null | 0 | 77 | 30,362 | 0 |
14 | 36.162723 | -115.151232 | 3.5 | 59 | 1 | 2 | null | null | null | 0 | 77 | 22,598 | 0 |
18 | 43.80047 | -79.49934 | 4 | 55 | 1 | 2 | null | null | null | 0 | 77 | 9,234 | 0 |
18 | 43.649084 | -79.484868 | 4 | 13 | 1 | 2 | null | null | null | 0 | 77 | 7,697 | 0 |
17 | 41.568922 | -81.584951 | 4.5 | 14 | 0 | 1 | null | null | null | 0 | 77 | 4,678 | 0 |
18 | 43.766119 | -79.412012 | 3.5 | 56 | 1 | 0 | null | null | null | 0 | 77 | 5,107 | 0 |
18 | 43.844822 | -79.383865 | 3 | 103 | 2 | 1 | null | null | null | 0 | 77 | 28,908 | 0 |
18 | 43.767033 | -79.411927 | 4 | 14 | 1 | 1 | null | null | null | 0 | 77 | 35,483 | 0 |
18 | 43.840862 | -79.400349 | 3.5 | 134 | 2 | 1 | null | null | null | 0 | 77 | 29,341 | 0 |
18 | 43.84266 | -79.305262 | 3.5 | 84 | 1 | 1 | null | null | null | 0 | 77 | 18,853 | 0 |
18 | 43.790412 | -79.418177 | 3 | 14 | 2 | 1 | null | null | null | 0 | 77 | 27,343 | 0 |
23 | 43.051829 | -89.475702 | 3.5 | 74 | 1 | 2 | null | null | null | 0 | 77 | 33,298 | 0 |
17 | 41.417021 | -82.208033 | 4 | 68 | 2 | 1 | null | null | null | 0 | 77 | 28,948 | 0 |
18 | 43.66557 | -79.399605 | 4 | 16 | 2 | 1 | null | null | null | 0 | 77 | 9,551 | 0 |
18 | 43.690415 | -79.576263 | 4 | 115 | 1 | 2 | null | null | null | 0 | 77 | 28,476 | 0 |
18 | 43.597805 | -79.59426 | 3.5 | 42 | 2 | 1 | null | null | null | 0 | 77 | 2,730 | 0 |
23 | 43.074892 | -89.38695 | 4 | 379 | 1 | 1 | null | null | null | 0 | 77 | 21,839 | 0 |
19 | 40.519342 | -79.842318 | 3.5 | 41 | 1 | 2 | null | null | null | 0 | 77 | 35,933 | 0 |
19 | 40.441676 | -79.996206 | 4 | 373 | 1 | 2 | null | null | null | 0 | 77 | 7,286 | 0 |
19 | 40.313865 | -79.724285 | 4.5 | 11 | 1 | 2 | null | null | null | 0 | 77 | 35,323 | 0 |
19 | 40.540978 | -80.181645 | 3 | 26 | 1 | 1 | null | null | null | 0 | 77 | 8,638 | 0 |
18 | 43.681509 | -79.714882 | 3.5 | 16 | 2 | 1 | null | null | null | 0 | 77 | 601 | 0 |
17 | 41.498362 | -81.535735 | 2 | 10 | 1 | 2 | null | null | null | 0 | 77 | 25,888 | 0 |
19 | 40.431815 | -79.792219 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 77 | 14,445 | 0 |
19 | 40.456982 | -80.012309 | 4.5 | 14 | 1 | 1 | null | null | null | 0 | 77 | 34,288 | 0 |
17 | 41.43398 | -81.711406 | 3 | 22 | 1 | 1 | null | null | null | 0 | 77 | 23,051 | 0 |
18 | 43.707827 | -79.398316 | 2.5 | 16 | 0 | 1 | null | null | null | 0 | 77 | 1,486 | 0 |
23 | 43.093665 | -89.345698 | 3.5 | 137 | 1 | 2 | null | null | null | 0 | 77 | 34,877 | 0 |
18 | 43.654942 | -79.458864 | 2.5 | 11 | 1 | 0 | null | null | null | 0 | 77 | 1,404 | 0 |
17 | 41.331591 | -81.856997 | 4.5 | 11 | 2 | 1 | null | null | null | 0 | 77 | 26,727 | 0 |
17 | 41.502443 | -81.689353 | 4.5 | 191 | 1 | 1 | null | null | null | 0 | 77 | 27,420 | 0 |
18 | 43.653929 | -79.380213 | 3 | 86 | 1 | 1 | null | null | null | 0 | 77 | 31,006 | 0 |
23 | 43.124427 | -89.324419 | 3 | 23 | 1 | 1 | null | null | null | 0 | 77 | 3,785 | 0 |
18 | 43.665007 | -79.380811 | 4 | 47 | 1 | 2 | null | null | null | 0 | 77 | 14,044 | 0 |
14 | 36.170384 | -115.14393 | 3 | 173 | 1 | 2 | null | null | null | 0 | 77 | 34,029 | 0 |
18 | 43.669947 | -79.3829 | 3 | 53 | 1 | 0 | null | null | null | 0 | 77 | 12,551 | 0 |
18 | 43.774024 | -79.531408 | 4 | 70 | 2 | 1 | null | null | null | 0 | 77 | 24,385 | 0 |
17 | 41.386423 | -81.440083 | 4.5 | 91 | 1 | 1 | null | null | null | 0 | 77 | 21,056 | 0 |
18 | 43.829873 | -79.536227 | 3.5 | 53 | 2 | 1 | null | null | null | 0 | 77 | 29,069 | 0 |
19 | 40.369034 | -80.085138 | 3.5 | 15 | 1 | 0 | null | null | null | 0 | 77 | 16,906 | 0 |
18 | 43.642567 | -79.427059 | 3 | 14 | 2 | 1 | null | null | null | 0 | 77 | 27,442 | 0 |
19 | 40.338384 | -79.806711 | 3.5 | 21 | 1 | 1 | null | null | null | 0 | 77 | 29,755 | 0 |
18 | 43.762401 | -79.490171 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 77 | 25,152 | 0 |
18 | 43.656342 | -79.377043 | 3.5 | 97 | 1 | 0 | null | null | null | 0 | 77 | 9,845 | 0 |
17 | 41.264855 | -81.564398 | 3.5 | 16 | 1 | 2 | null | null | null | 0 | 77 | 3,202 | 0 |
14 | 36.102066 | -115.117836 | 4 | 104 | 1 | 2 | null | null | null | 0 | 77 | 34,531 | 0 |
18 | 43.649032 | -79.374839 | 3 | 20 | 0 | 1 | null | null | null | 0 | 77 | 21,311 | 0 |
18 | 43.447728 | -79.666758 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 77 | 7,521 | 0 |
14 | 36.195521 | -115.115538 | 1.5 | 20 | 1 | 0 | null | null | null | 0 | 77 | 32,635 | 0 |
18 | 43.655818 | -79.393757 | 4 | 13 | 1 | 1 | null | null | null | 0 | 77 | 35,981 | 0 |
18 | 43.552156 | -79.585443 | 3.5 | 67 | 1 | 1 | null | null | null | 0 | 77 | 17,752 | 0 |
19 | 40.428689 | -79.985489 | 3.5 | 57 | 0 | 1 | null | null | null | 0 | 77 | 13,291 | 0 |
23 | 43.072925 | -89.380493 | 3.5 | 66 | 1 | 1 | null | null | null | 0 | 77 | 26,266 | 0 |
17 | 41.508797 | -81.599501 | 4 | 51 | 1 | 1 | null | null | null | 0 | 77 | 13,892 | 0 |
17 | 41.470596 | -81.891643 | 3 | 32 | 1 | 2 | null | null | null | 0 | 77 | 953 | 0 |
19 | 40.44389 | -79.99859 | 3 | 45 | 1 | 2 | null | null | null | 0 | 78 | 13,086 | 0 |
19 | 40.44389 | -79.99859 | 3 | 45 | 1 | 2 | null | null | null | 0 | 78 | 13,086 | 0 |
19 | 40.443793 | -79.997176 | 3 | 249 | 1 | 2 | null | null | null | 0 | 78 | 662 | 0 |
19 | 40.44389 | -79.99859 | 3 | 45 | 1 | 2 | 145 | 2010-03-12 | 4.14 | 0 | 78 | 13,086 | 3 |
14 | 36.126194 | -115.193445 | 3.5 | 2,594 | 1 | 2 | null | null | null | 0 | 79 | 35,476 | 0 |
14 | 36.126194 | -115.193445 | 3.5 | 2,594 | 1 | 2 | null | null | null | 0 | 79 | 35,476 | 0 |
14 | 36.142782 | -115.174747 | 4.5 | 2,125 | 1 | 2 | null | null | null | 0 | 79 | 22,093 | 0 |
14 | 36.130029 | -115.277773 | 4 | 538 | 1 | 2 | null | null | null | 0 | 79 | 13,856 | 0 |
14 | 36.116113 | -115.176222 | 4 | 7,009 | 1 | 2 | null | null | null | 0 | 79 | 15,987 | 0 |
14 | 36.11319 | -115.177444 | 4 | 92 | 1 | 2 | null | null | null | 0 | 79 | 25,136 | 0 |
14 | 36.126194 | -115.193445 | 3.5 | 2,594 | 1 | 2 | null | null | null | 0 | 79 | 35,476 | 0 |
14 | 36.104048 | -115.182703 | 4.5 | 11 | 1 | 1 | null | null | null | 0 | 79 | 5,708 | 0 |
14 | 36.109413 | -115.172353 | 3 | 910 | 1 | 1 | null | null | null | 0 | 79 | 17,000 | 0 |
14 | 36.117337 | -115.171803 | 4 | 635 | 1 | 2 | null | null | null | 0 | 79 | 7,621 | 0 |
14 | 36.112527 | -115.171351 | 3.5 | 480 | 1 | 1 | null | null | null | 0 | 79 | 4,303 | 0 |
14 | 36.11907 | -115.156461 | 3 | 29 | 1 | 1 | null | null | null | 0 | 79 | 34,957 | 0 |
14 | 36.109392 | -115.173773 | 4 | 932 | 1 | 2 | null | null | null | 0 | 79 | 20,108 | 0 |
14 | 36.132775 | -115.172881 | 4 | 660 | 1 | 2 | null | null | null | 0 | 79 | 33,998 | 0 |
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