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 | 43.644428 | -79.399435 | 3 | 48 | 2 | 1 | null | null | null | 0 | 554,331 | 180 | 0 |
18 | 43.645041 | -79.414875 | 4 | 47 | 1 | 1 | null | null | null | 0 | 554,331 | 21,159 | 0 |
18 | 43.648189 | -79.399591 | 2.5 | 87 | 1 | 2 | null | null | null | 0 | 554,331 | 16,734 | 0 |
18 | 43.647227 | -79.393226 | 3.5 | 21 | 1 | 2 | null | null | null | 0 | 554,331 | 36,028 | 0 |
18 | 43.645681 | -79.40069 | 4 | 76 | 1 | 0 | null | null | null | 0 | 554,331 | 31,123 | 0 |
18 | 43.687913 | -79.762916 | 3 | 18 | 2 | 1 | null | null | null | 0 | 554,332 | 11,747 | 0 |
18 | 43.687913 | -79.762916 | 4.5 | 117 | 1 | 2 | null | null | null | 0 | 554,332 | 6,530 | 0 |
14 | 36.142997 | -115.276106 | 4.5 | 218 | 1 | 1 | null | null | null | 0 | 554,333 | 10,532 | 0 |
14 | 36.145378 | -115.313503 | 4 | 35 | 1 | 1 | null | null | null | 0 | 554,333 | 7,729 | 0 |
14 | 36.158806 | -115.19311 | 4 | 672 | 1 | 1 | null | null | null | 0 | 554,333 | 13,809 | 0 |
14 | 36.144689 | -115.184114 | 2 | 43 | 1 | 1 | null | null | null | 0 | 554,333 | 18,870 | 0 |
14 | 36.145727 | -115.190329 | 4 | 62 | 1 | 2 | null | null | null | 0 | 554,333 | 27,514 | 0 |
14 | 36.171428 | -115.24508 | 2.5 | 12 | 0 | 1 | null | null | null | 0 | 554,333 | 9,374 | 0 |
14 | 36.168089 | -115.144066 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 554,333 | 30,129 | 0 |
14 | 36.163279 | -115.289162 | 3 | 149 | 2 | 1 | null | null | null | 0 | 554,333 | 8,692 | 0 |
14 | 36.166291 | -115.144508 | 3.5 | 21 | 2 | 1 | null | null | null | 0 | 554,333 | 28,537 | 0 |
14 | 36.166997 | -115.286525 | 4 | 539 | 1 | 1 | null | null | null | 0 | 554,333 | 1,982 | 0 |
14 | 36.16456 | -115.289305 | 3.5 | 189 | 1 | 2 | null | null | null | 0 | 554,333 | 26,239 | 0 |
14 | 36.166701 | -115.287003 | 3.5 | 47 | 1 | 2 | null | null | null | 0 | 554,333 | 27,582 | 0 |
14 | 36.16036 | -115.289683 | 4 | 39 | 1 | 2 | null | null | null | 0 | 554,333 | 27,996 | 0 |
14 | 36.159492 | -115.319463 | 2 | 35 | 2 | 1 | null | null | null | 0 | 554,333 | 13,265 | 0 |
14 | 36.117521 | -115.208465 | 2.5 | 45 | 1 | 1 | null | null | null | 0 | 554,333 | 30,131 | 0 |
14 | 36.117521 | -115.208465 | 2.5 | 45 | 1 | 1 | null | null | null | 0 | 554,333 | 30,131 | 0 |
14 | 36.159498 | -115.147349 | 3.5 | 231 | 1 | 1 | null | null | null | 0 | 554,333 | 11,341 | 0 |
14 | 36.144886 | -115.20233 | 2.5 | 176 | 1 | 1 | null | null | null | 0 | 554,333 | 17,667 | 0 |
14 | 36.114283 | -115.306441 | 4 | 617 | 1 | 1 | null | null | null | 0 | 554,333 | 4,012 | 0 |
14 | 36.118699 | -115.186442 | 2.5 | 29 | 1 | 2 | null | null | null | 0 | 554,333 | 35,815 | 0 |
14 | 36.149219 | -115.333118 | 4 | 109 | 2 | 1 | null | null | null | 0 | 554,333 | 2,677 | 0 |
14 | 36.10433 | -115.175593 | 4.5 | 38 | 1 | 1 | null | null | null | 0 | 554,333 | 28 | 0 |
14 | 36.144494 | -115.313405 | 3.5 | 72 | 1 | 1 | null | null | null | 0 | 554,333 | 10,073 | 0 |
14 | 36.159466 | -115.230579 | 2.5 | 61 | 2 | 1 | null | null | null | 0 | 554,333 | 14,596 | 0 |
14 | 36.126506 | -115.213873 | 4.5 | 123 | 1 | 2 | null | null | null | 0 | 554,333 | 7,198 | 0 |
14 | 36.166572 | -115.285527 | 3.5 | 199 | 1 | 1 | null | null | null | 0 | 554,333 | 21,855 | 0 |
14 | 36.169111 | -115.291303 | 3.5 | 63 | 1 | 2 | null | null | null | 0 | 554,333 | 18,215 | 0 |
14 | 36.1433 | -115.25354 | 3.5 | 13 | 1 | 2 | null | null | null | 0 | 554,333 | 21,166 | 0 |
14 | 36.126613 | -115.225298 | 4 | 116 | 2 | 1 | null | null | null | 0 | 554,333 | 6,302 | 0 |
14 | 36.144019 | -115.145882 | 3.5 | 46 | 1 | 2 | null | null | null | 0 | 554,333 | 34,318 | 0 |
14 | 36.119321 | -115.1752 | 4 | 672 | 1 | 2 | null | null | null | 0 | 554,333 | 30,392 | 0 |
14 | 36.14691 | -115.300777 | 4 | 1,068 | 1 | 1 | null | null | null | 0 | 554,333 | 20,826 | 0 |
14 | 36.117446 | -115.279027 | 3 | 57 | 1 | 2 | null | null | null | 0 | 554,333 | 32,353 | 0 |
14 | 36.171328 | -115.244875 | 4 | 155 | 1 | 2 | null | null | null | 0 | 554,333 | 28,442 | 0 |
14 | 36.108414 | -115.27816 | 4 | 122 | 2 | 1 | null | null | null | 0 | 554,333 | 30,000 | 0 |
14 | 36.125283 | -115.273581 | 3.5 | 44 | 1 | 2 | null | null | null | 0 | 554,333 | 15,716 | 0 |
14 | 36.10449 | -115.167537 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,333 | 18,720 | 0 |
14 | 36.094966 | -115.176969 | 4 | 179 | 2 | 1 | null | null | null | 0 | 554,333 | 13,876 | 0 |
14 | 36.122976 | -115.209092 | 3.5 | 40 | 2 | 1 | null | null | null | 0 | 554,333 | 12,311 | 0 |
14 | 36.127512 | -115.173562 | 4 | 178 | 1 | 2 | null | null | null | 0 | 554,333 | 2,676 | 0 |
14 | 36.166597 | -115.144224 | 4.5 | 48 | 1 | 2 | null | null | null | 0 | 554,333 | 17,720 | 0 |
14 | 36.122852 | -115.169065 | 3.5 | 159 | 1 | 2 | null | null | null | 0 | 554,333 | 12,391 | 0 |
14 | 36.146267 | -115.182987 | 4 | 18 | 2 | 1 | null | null | null | 0 | 554,333 | 9,493 | 0 |
14 | 36.100646 | -115.302042 | 4.5 | 337 | 1 | 1 | null | null | null | 0 | 554,333 | 30,720 | 0 |
14 | 36.107929 | -115.261613 | 3.5 | 22 | 1 | 2 | null | null | null | 0 | 554,333 | 29,172 | 0 |
14 | 36.116447 | -115.184894 | 3.5 | 176 | 1 | 1 | null | null | null | 0 | 554,333 | 13,864 | 0 |
14 | 36.128561 | -115.17113 | 2.5 | 28 | 2 | 1 | null | null | null | 0 | 554,333 | 36,188 | 0 |
14 | 36.143766 | -115.269056 | 4 | 23 | 1 | 2 | null | null | null | 0 | 554,333 | 25,362 | 0 |
14 | 36.137112 | -115.163311 | 3 | 303 | 1 | 1 | null | null | null | 0 | 554,333 | 29,009 | 0 |
14 | 36.129318 | -115.165271 | 4 | 20 | 0 | 1 | null | null | null | 0 | 554,333 | 36,030 | 0 |
14 | 36.107929 | -115.261613 | 3.5 | 22 | 1 | 2 | null | null | null | 0 | 554,333 | 29,172 | 0 |
14 | 36.114313 | -115.172435 | 4 | 36 | 1 | 2 | null | null | null | 0 | 554,333 | 35,701 | 0 |
14 | 36.170044 | -115.144858 | 2.5 | 285 | 1 | 1 | null | null | null | 0 | 554,333 | 13,130 | 0 |
14 | 36.126437 | -115.1917 | 3.5 | 262 | 1 | 2 | null | null | null | 0 | 554,333 | 23,265 | 0 |
14 | 36.115812 | -115.206848 | 4 | 1,171 | 1 | 1 | null | null | null | 0 | 554,333 | 25,428 | 0 |
14 | 36.238926 | -115.162763 | 3.5 | 44 | 2 | 1 | null | null | null | 0 | 554,333 | 11,627 | 0 |
14 | 36.115074 | -115.2056 | 3.5 | 89 | 1 | 1 | null | null | null | 0 | 554,333 | 7,545 | 0 |
14 | 36.125948 | -115.218825 | 3.5 | 458 | 1 | 1 | null | null | null | 0 | 554,333 | 13,110 | 0 |
14 | 36.116219 | -115.174572 | 3.5 | 63 | 1 | 2 | null | null | null | 0 | 554,333 | 2,622 | 0 |
14 | 36.146905 | -115.209803 | 4.5 | 29 | 2 | 1 | null | null | null | 0 | 554,333 | 1,181 | 0 |
12 | 35.173576 | -80.849931 | 3.5 | 440 | 1 | 1 | null | null | null | 0 | 554,334 | 27,101 | 0 |
12 | 35.173576 | -80.849931 | 3.5 | 440 | 1 | 1 | null | null | null | 0 | 554,334 | 27,101 | 0 |
14 | 36.067349 | -115.042129 | 3 | 12 | 1 | 1 | null | null | null | 0 | 554,334 | 7,917 | 0 |
12 | 35.177363 | -80.876117 | 4 | 27 | 2 | 1 | null | null | null | 0 | 554,334 | 8,005 | 0 |
14 | 36.16971 | -115.123695 | 4 | 30 | 1 | 2 | null | null | null | 0 | 554,334 | 34,822 | 0 |
14 | 36.062368 | -115.036987 | 4.5 | 299 | 1 | 2 | null | null | null | 0 | 554,334 | 34,035 | 0 |
14 | 36.09942 | -115.208992 | 4 | 651 | 1 | 1 | null | null | null | 0 | 554,335 | 34,898 | 0 |
14 | 36.102091 | -115.171778 | 2.5 | 1,005 | 1 | 2 | null | null | null | 0 | 554,336 | 292 | 0 |
14 | 36.20238 | -115.223214 | 4 | 30 | 1 | 2 | null | null | null | 0 | 554,337 | 22,369 | 0 |
14 | 36.102269 | -115.174664 | 3.5 | 524 | 1 | 1 | null | null | null | 0 | 554,337 | 12,849 | 0 |
14 | 36.145707 | -115.188304 | 4 | 229 | 1 | 2 | null | null | null | 0 | 554,337 | 22,370 | 0 |
14 | 36.197512 | -115.206057 | 4.5 | 14 | 2 | 1 | null | null | null | 0 | 554,337 | 33,516 | 0 |
14 | 36.105006 | -115.175298 | 3.5 | 31 | 1 | 1 | null | null | null | 0 | 554,337 | 17,560 | 0 |
14 | 36.126529 | -115.213264 | 3 | 84 | 1 | 2 | null | null | null | 0 | 554,337 | 3,951 | 0 |
1 | 33.50922 | -111.995996 | 4.5 | 395 | 1 | 1 | null | null | null | 0 | 554,338 | 24,339 | 0 |
1 | 33.465476 | -112.082169 | 4.5 | 690 | 1 | 1 | null | null | null | 0 | 554,338 | 3,746 | 0 |
1 | 33.348021 | -111.980879 | 4 | 188 | 1 | 2 | null | null | null | 0 | 554,338 | 35,533 | 0 |
1 | 33.50922 | -111.995996 | 4.5 | 395 | 1 | 1 | null | null | null | 0 | 554,338 | 24,339 | 0 |
1 | 33.476956 | -111.986944 | 3 | 18 | 1 | 1 | null | null | null | 0 | 554,338 | 6,799 | 0 |
1 | 33.494646 | -111.9947 | 3.5 | 69 | 1 | 2 | null | null | null | 0 | 554,338 | 27,062 | 0 |
1 | 33.466978 | -111.995925 | 4.5 | 21 | 1 | 2 | null | null | null | 0 | 554,338 | 4,264 | 0 |
1 | 33.495424 | -111.988167 | 4 | 69 | 1 | 2 | null | null | null | 0 | 554,338 | 21,066 | 0 |
1 | 33.454661 | -112.068853 | 4.5 | 90 | 1 | 2 | null | null | null | 0 | 554,338 | 13,397 | 0 |
1 | 33.453867 | -112.073366 | 3.5 | 90 | 2 | 1 | null | null | null | 0 | 554,338 | 15,195 | 0 |
1 | 33.487215 | -112.06476 | 4 | 681 | 1 | 2 | null | null | null | 0 | 554,338 | 24,716 | 0 |
1 | 33.451174 | -112.03479 | 3 | 10 | 1 | 2 | null | null | null | 0 | 554,338 | 9,153 | 0 |
1 | 33.507557 | -112.040116 | 4 | 141 | 1 | 1 | null | null | null | 0 | 554,338 | 29,237 | 0 |
1 | 33.466068 | -112.030658 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 554,338 | 12,570 | 0 |
1 | 33.435466 | -112.007171 | 2 | 15 | 1 | 2 | null | null | null | 0 | 554,338 | 15,844 | 0 |
1 | 33.40771 | -111.994885 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 554,338 | 4,464 | 0 |
1 | 33.477206 | -112.073533 | 4 | 749 | 1 | 2 | null | null | null | 0 | 554,339 | 21,118 | 0 |
1 | 33.477206 | -112.073533 | 4 | 749 | 1 | 2 | null | null | null | 0 | 554,339 | 21,118 | 0 |
1 | 33.870166 | -112.151249 | 3 | 24 | 2 | 1 | null | null | null | 0 | 554,339 | 32,253 | 0 |
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