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 | 36.124596 | -115.146587 | 3 | 51 | 1 | 1 | null | null | null | 0 | 554,371 | 21,563 | 0 |
1 | 33.639217 | -112.359463 | 3.5 | 64 | 1 | 2 | null | null | null | 0 | 554,371 | 11,399 | 0 |
14 | 36.11079 | -115.171411 | 3 | 37 | 1 | 1 | null | null | null | 0 | 554,371 | 12,357 | 0 |
17 | 41.410276 | -81.335958 | 3 | 36 | 2 | 1 | null | null | null | 0 | 554,371 | 11,583 | 0 |
1 | 33.523622 | -112.113468 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 554,371 | 33,661 | 0 |
17 | 41.501009 | -81.70436 | 4 | 105 | 1 | 2 | null | null | null | 0 | 554,371 | 20,607 | 0 |
18 | 43.650673 | -79.369084 | 4 | 110 | 1 | 2 | null | null | null | 0 | 554,371 | 6,346 | 0 |
19 | 40.453822 | -79.980285 | 4.5 | 18 | 1 | 1 | null | null | null | 0 | 554,371 | 2,670 | 0 |
23 | 43.07827 | -89.372077 | 4 | 58 | 1 | 2 | null | null | null | 0 | 554,371 | 28,010 | 0 |
18 | 43.653297 | -79.395578 | 3.5 | 39 | 2 | 1 | null | null | null | 0 | 554,371 | 28,129 | 0 |
14 | 36.072002 | -115.101349 | 3 | 11 | 1 | 1 | null | null | null | 0 | 554,371 | 35,751 | 0 |
21 | 45.502654 | -73.555256 | 4.5 | 222 | 1 | 0 | null | null | null | 0 | 554,372 | 8,357 | 0 |
21 | 45.502654 | -73.555256 | 4.5 | 222 | 1 | 0 | null | null | null | 0 | 554,372 | 8,357 | 0 |
21 | 45.504535 | -73.563441 | 4 | 29 | 1 | 1 | null | null | null | 0 | 554,372 | 20,401 | 0 |
21 | 45.518133 | -73.570552 | 2 | 12 | 1 | 1 | null | null | null | 0 | 554,372 | 17,556 | 0 |
21 | 45.503289 | -73.55629 | 3 | 20 | 1 | 0 | null | null | null | 0 | 554,372 | 11,768 | 0 |
21 | 45.508143 | -73.559573 | 3.5 | 97 | 2 | 1 | null | null | null | 0 | 554,372 | 11,604 | 0 |
14 | 36.142782 | -115.174747 | 4.5 | 2,125 | 1 | 2 | null | null | null | 0 | 554,373 | 22,093 | 0 |
14 | 36.056282 | -115.280428 | 4.5 | 952 | 1 | 1 | null | null | null | 0 | 554,373 | 35,890 | 0 |
14 | 36.142782 | -115.174747 | 4 | 158 | 1 | 2 | null | null | null | 0 | 554,373 | 20,429 | 0 |
14 | 36.142782 | -115.174747 | 3 | 44 | 1 | 2 | null | null | null | 0 | 554,373 | 4,258 | 0 |
14 | 36.092866 | -115.175868 | 3.5 | 847 | 1 | 2 | null | null | null | 0 | 554,373 | 32,852 | 0 |
14 | 36.06808 | -115.176755 | 3.5 | 13 | 2 | 1 | null | null | null | 0 | 554,373 | 30,482 | 0 |
14 | 36.098582 | -115.242545 | 4 | 10 | 1 | 2 | null | null | null | 0 | 554,373 | 13,433 | 0 |
14 | 36.127664 | -115.198 | 3.5 | 42 | 2 | 1 | null | null | null | 0 | 554,373 | 17,527 | 0 |
1 | 33.508276 | -112.037205 | 3.5 | 12 | 1 | 2 | null | null | null | 0 | 554,374 | 25,156 | 0 |
1 | 33.508276 | -112.037205 | 4 | 61 | 2 | 1 | null | null | null | 0 | 554,374 | 30,275 | 0 |
14 | 36.135635 | -115.230413 | 4 | 351 | 1 | 1 | null | null | null | 0 | 554,375 | 35,446 | 0 |
14 | 36.135635 | -115.230413 | 4 | 351 | 1 | 1 | null | null | null | 0 | 554,375 | 35,446 | 0 |
18 | 43.746252 | -79.615568 | 4 | 63 | 2 | 1 | null | null | null | 0 | 554,376 | 13,560 | 0 |
18 | 43.579639 | -79.614783 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 554,376 | 2,735 | 0 |
18 | 43.746252 | -79.615568 | 4 | 63 | 2 | 1 | null | null | null | 0 | 554,376 | 13,560 | 0 |
18 | 43.554471 | -79.582323 | 3.5 | 73 | 1 | 1 | null | null | null | 0 | 554,376 | 20,662 | 0 |
18 | 43.720803 | -79.613999 | 3.5 | 21 | 2 | 1 | null | null | null | 0 | 554,376 | 33,902 | 0 |
18 | 43.773166 | -79.531417 | 3.5 | 10 | 1 | 2 | null | null | null | 0 | 554,376 | 9,541 | 0 |
18 | 43.581065 | -79.613843 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 554,376 | 21,615 | 0 |
18 | 43.648817 | -79.605689 | 3 | 34 | 1 | 1 | null | null | null | 0 | 554,376 | 30,800 | 0 |
18 | 43.749682 | -79.549738 | 4 | 92 | 2 | 1 | null | null | null | 0 | 554,376 | 24,988 | 0 |
18 | 43.746252 | -79.615568 | 4 | 63 | 2 | 1 | null | null | null | 0 | 554,376 | 13,560 | 0 |
18 | 43.750034 | -79.552169 | 3.5 | 30 | 2 | 1 | null | null | null | 0 | 554,376 | 4,473 | 0 |
14 | 36.011899 | -115.062841 | 4 | 861 | 1 | 2 | null | null | null | 0 | 554,377 | 32,963 | 0 |
1 | 33.365783 | -111.635058 | 4 | 199 | 1 | 2 | null | null | null | 0 | 554,378 | 18,449 | 0 |
14 | 36.064853 | -115.040151 | 3 | 224 | 1 | 1 | null | null | null | 0 | 554,379 | 29,106 | 0 |
14 | 36.064685 | -115.03914 | 3 | 144 | 1 | 2 | null | null | null | 0 | 554,379 | 5,116 | 0 |
14 | 36.063167 | -115.037421 | 4 | 339 | 1 | 2 | null | null | null | 0 | 554,379 | 2,845 | 0 |
14 | 36.063167 | -115.037421 | 3 | 28 | 1 | 1 | null | null | null | 0 | 554,379 | 16,755 | 0 |
14 | 36.061676 | -115.03682 | 3 | 22 | 1 | 1 | null | null | null | 0 | 554,379 | 12,948 | 0 |
21 | 45.521641 | -73.594117 | 4 | 60 | 1 | 0 | null | null | null | 0 | 554,380 | 4,545 | 0 |
21 | 45.507987 | -73.567609 | 3.5 | 37 | 1 | 2 | null | null | null | 0 | 554,380 | 28,212 | 0 |
21 | 45.500553 | -73.571542 | 4 | 248 | 1 | 2 | null | null | null | 0 | 554,380 | 20,669 | 0 |
21 | 45.525841 | -73.581273 | 4.5 | 45 | 1 | 1 | null | null | null | 0 | 554,380 | 20,680 | 0 |
21 | 45.50152 | -73.556704 | 3.5 | 48 | 1 | 0 | null | null | null | 0 | 554,380 | 14,429 | 0 |
21 | 45.512567 | -73.561728 | 4 | 10 | 2 | 1 | null | null | null | 0 | 554,380 | 24,526 | 0 |
21 | 45.501293 | -73.556052 | 4 | 100 | 2 | 1 | null | null | null | 0 | 554,380 | 3,066 | 0 |
21 | 45.494994 | -73.577886 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,380 | 24,879 | 0 |
21 | 45.487552 | -73.587454 | 4 | 24 | 1 | 1 | null | null | null | 0 | 554,380 | 20,390 | 0 |
21 | 45.49817 | -73.573524 | 3.5 | 59 | 2 | 1 | null | null | null | 0 | 554,380 | 27,304 | 0 |
21 | 45.51582 | -73.564658 | 4 | 159 | 1 | 1 | null | null | null | 0 | 554,380 | 5,269 | 0 |
21 | 45.508055 | -73.552797 | 1.5 | 10 | 1 | 1 | null | null | null | 0 | 554,380 | 25,411 | 0 |
21 | 45.500547 | -73.56894 | 4 | 188 | 1 | 2 | null | null | null | 0 | 554,380 | 5,560 | 0 |
21 | 45.511084 | -73.562932 | 4 | 13 | 0 | 1 | null | null | null | 0 | 554,380 | 19,035 | 0 |
21 | 45.526384 | -73.581107 | 3 | 17 | 0 | 1 | null | null | null | 0 | 554,380 | 28,960 | 0 |
21 | 45.487552 | -73.587454 | 4 | 24 | 1 | 1 | null | null | null | 0 | 554,380 | 20,390 | 0 |
21 | 45.513019 | -73.566332 | 3.5 | 23 | 1 | 0 | null | null | null | 0 | 554,380 | 9,062 | 0 |
21 | 45.512567 | -73.561728 | 4 | 10 | 2 | 1 | null | null | null | 0 | 554,380 | 24,526 | 0 |
21 | 45.519748 | -73.586052 | 2.5 | 12 | 1 | 1 | null | null | null | 0 | 554,380 | 33,641 | 0 |
21 | 45.503767 | -73.554012 | 1 | 10 | 2 | 1 | null | null | null | 0 | 554,380 | 29,359 | 0 |
21 | 45.516693 | -73.573863 | 4.5 | 64 | 1 | 1 | null | null | null | 0 | 554,380 | 19,953 | 0 |
21 | 45.504101 | -73.571004 | 3 | 15 | 1 | 1 | null | null | null | 0 | 554,380 | 4,422 | 0 |
21 | 45.502091 | -73.561926 | 3.5 | 31 | 1 | 2 | null | null | null | 0 | 554,380 | 20,805 | 0 |
21 | 45.514754 | -73.574197 | 3.5 | 27 | 2 | 1 | null | null | null | 0 | 554,380 | 29,595 | 0 |
21 | 45.502865 | -73.563522 | 3.5 | 32 | 2 | 1 | null | null | null | 0 | 554,380 | 32,948 | 0 |
21 | 45.526089 | -73.559514 | 3.5 | 30 | 1 | 2 | null | null | null | 0 | 554,380 | 7,794 | 0 |
21 | 45.52096 | -73.599528 | 4.5 | 43 | 1 | 0 | null | null | null | 0 | 554,380 | 18,884 | 0 |
21 | 45.496391 | -73.581426 | 3.5 | 89 | 1 | 0 | null | null | null | 0 | 554,380 | 12,417 | 0 |
21 | 45.520895 | -73.576162 | 3 | 73 | 1 | 2 | null | null | null | 0 | 554,380 | 12,004 | 0 |
21 | 45.494994 | -73.577886 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,380 | 24,879 | 0 |
21 | 45.523841 | -73.582299 | 3.5 | 15 | 1 | 1 | null | null | null | 0 | 554,380 | 10,809 | 0 |
21 | 45.514486 | -73.571842 | 4 | 20 | 1 | 1 | null | null | null | 0 | 554,380 | 12,821 | 0 |
21 | 45.507239 | -73.560352 | 3.5 | 52 | 1 | 0 | null | null | null | 0 | 554,380 | 28,730 | 0 |
21 | 45.526818 | -73.580369 | 4 | 12 | 1 | 1 | null | null | null | 0 | 554,380 | 27,487 | 0 |
21 | 45.497198 | -73.573231 | 3.5 | 27 | 1 | 1 | null | null | null | 0 | 554,380 | 19,805 | 0 |
21 | 45.505539 | -73.55392 | 4 | 381 | 1 | 2 | null | null | null | 0 | 554,380 | 15,668 | 0 |
21 | 45.524638 | -73.604421 | 4 | 20 | 2 | 1 | null | null | null | 0 | 554,380 | 29,475 | 0 |
21 | 45.508208 | -73.560099 | 4 | 137 | 2 | 1 | null | null | null | 0 | 554,380 | 33,700 | 0 |
21 | 45.504999 | -73.571912 | 4 | 21 | 2 | 1 | null | null | null | 0 | 554,380 | 12,153 | 0 |
21 | 45.523194 | -73.595106 | 4 | 21 | 2 | 1 | null | null | null | 0 | 554,380 | 3,204 | 0 |
21 | 45.515123 | -73.56526 | 4 | 32 | 0 | 1 | null | null | null | 0 | 554,380 | 6,573 | 0 |
21 | 45.519037 | -73.594103 | 4 | 17 | 2 | 1 | null | null | null | 0 | 554,380 | 16,888 | 0 |
21 | 45.513333 | -73.571533 | 4 | 10 | 1 | 1 | null | null | null | 0 | 554,380 | 27,040 | 0 |
21 | 45.4795 | -73.580868 | 4 | 76 | 2 | 1 | null | null | null | 0 | 554,380 | 13,977 | 0 |
21 | 45.524882 | -73.596366 | 3.5 | 38 | 1 | 1 | null | null | null | 0 | 554,380 | 9,628 | 0 |
21 | 45.52558 | -73.598779 | 4 | 10 | 1 | 1 | null | null | null | 0 | 554,380 | 6,695 | 0 |
21 | 45.497981 | -73.57722 | 2 | 20 | 1 | 2 | null | null | null | 0 | 554,380 | 19,722 | 0 |
21 | 45.490394 | -73.567156 | 3 | 19 | 2 | 1 | null | null | null | 0 | 554,380 | 14,984 | 0 |
21 | 45.494454 | -73.580401 | 4.5 | 15 | 2 | 1 | null | null | null | 0 | 554,380 | 9,744 | 0 |
21 | 45.524598 | -73.57578 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 554,380 | 32,959 | 0 |
21 | 45.524451 | -73.599928 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 554,380 | 35,121 | 0 |
21 | 45.517775 | -73.578752 | 4 | 12 | 2 | 1 | null | null | null | 0 | 554,380 | 14,884 | 0 |
21 | 45.522255 | -73.574376 | 4 | 44 | 0 | 1 | null | null | null | 0 | 554,380 | 12,185 | 0 |
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