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 | 33.669286 | -112.187258 | 4 | 137 | 1 | 2 | null | null | null | 0 | 120 | 30,700 | 0 |
1 | 33.502143 | -112.056506 | 4 | 63 | 1 | 2 | null | null | null | 0 | 120 | 11,783 | 0 |
14 | 36.113229 | -115.24165 | 4 | 91 | 1 | 2 | null | null | null | 0 | 120 | 26,407 | 0 |
14 | 36.083839 | -115.148385 | 1.5 | 17 | 1 | 1 | null | null | null | 0 | 120 | 16,059 | 0 |
1 | 33.427216 | -111.94023 | 4 | 619 | 1 | 2 | null | null | null | 0 | 120 | 20,301 | 0 |
1 | 33.797566 | -112.12045 | 3 | 57 | 1 | 1 | null | null | null | 0 | 120 | 28,415 | 0 |
1 | 33.602664 | -111.983611 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 120 | 7,350 | 0 |
14 | 36.03479 | -115.11862 | 3.5 | 10 | 1 | 2 | null | null | null | 0 | 120 | 28,864 | 0 |
14 | 36.101897 | -115.171776 | 3 | 69 | 1 | 2 | null | null | null | 0 | 120 | 34,943 | 0 |
14 | 36.126427 | -115.209914 | 4.5 | 857 | 1 | 1 | null | null | null | 0 | 121 | 33,281 | 0 |
14 | 36.126427 | -115.209914 | 4.5 | 857 | 1 | 1 | null | null | null | 0 | 121 | 33,281 | 0 |
14 | 36.111946 | -115.176877 | 4 | 1,184 | 1 | 1 | null | null | null | 0 | 121 | 17,844 | 0 |
14 | 36.110241 | -115.174288 | 4 | 1,171 | 1 | 2 | null | null | null | 0 | 121 | 838 | 0 |
14 | 36.110067 | -115.172501 | 3 | 45 | 1 | 1 | null | null | null | 0 | 121 | 21,940 | 0 |
14 | 36.123958 | -115.207914 | 3.5 | 12 | 1 | 2 | null | null | null | 0 | 121 | 33,933 | 0 |
14 | 36.136258 | -115.151253 | 2 | 75 | 1 | 1 | null | null | null | 0 | 122 | 18,345 | 0 |
14 | 36.136258 | -115.151253 | 2 | 75 | 1 | 1 | null | null | null | 0 | 122 | 18,345 | 0 |
14 | 36.136258 | -115.151253 | 3 | 35 | 2 | 1 | null | null | null | 0 | 122 | 15,554 | 0 |
14 | 36.136258 | -115.151253 | 2.5 | 41 | 1 | 2 | null | null | null | 0 | 122 | 23,777 | 0 |
1 | 33.508212 | -112.035692 | 3.5 | 141 | 1 | 1 | null | null | null | 0 | 123 | 3,045 | 0 |
1 | 33.447484 | -112.07463 | 4 | 124 | 1 | 1 | null | null | null | 0 | 123 | 31,675 | 0 |
1 | 33.508212 | -112.035692 | 3.5 | 141 | 1 | 1 | null | null | null | 0 | 123 | 3,045 | 0 |
1 | 33.495301 | -112.020798 | 3.5 | 95 | 1 | 1 | null | null | null | 0 | 123 | 5,982 | 0 |
1 | 33.458521 | -112.067143 | 5 | 12 | 1 | 2 | null | null | null | 0 | 123 | 9,033 | 0 |
1 | 33.455863 | -112.072167 | 4 | 232 | 1 | 2 | null | null | null | 0 | 123 | 15,784 | 0 |
1 | 33.472824 | -112.056064 | 4 | 97 | 1 | 2 | null | null | null | 0 | 123 | 6,951 | 0 |
1 | 33.484011 | -112.048027 | 4.5 | 21 | 1 | 1 | null | null | null | 0 | 123 | 32,828 | 0 |
1 | 33.459698 | -112.074195 | 3.5 | 303 | 1 | 2 | null | null | null | 0 | 123 | 21,736 | 0 |
1 | 33.44933 | -112.073993 | 4.5 | 121 | 1 | 1 | null | null | null | 0 | 123 | 2,905 | 0 |
1 | 33.471959 | -112.047851 | 4 | 15 | 0 | 1 | null | null | null | 0 | 123 | 30,542 | 0 |
1 | 33.447484 | -112.07463 | 3.5 | 207 | 1 | 2 | null | null | null | 0 | 123 | 2,137 | 0 |
1 | 33.448741 | -112.072397 | 4.5 | 244 | 2 | 1 | null | null | null | 0 | 123 | 6,425 | 0 |
1 | 33.457707 | -112.068611 | 3.5 | 38 | 1 | 2 | null | null | null | 0 | 123 | 34,354 | 0 |
1 | 33.500597 | -112.074237 | 4.5 | 1,770 | 1 | 2 | null | null | null | 0 | 123 | 14,543 | 0 |
1 | 33.487265 | -112.030842 | 3.5 | 26 | 1 | 2 | null | null | null | 0 | 123 | 6,159 | 0 |
21 | 45.517237 | -73.57932 | 4 | 118 | 1 | 1 | null | null | null | 0 | 124 | 5,432 | 0 |
18 | 43.652474 | -79.374951 | 3 | 177 | 1 | 2 | null | null | null | 0 | 125 | 7,249 | 0 |
14 | 36.010998 | -115.119958 | 4 | 777 | 1 | 2 | null | null | null | 0 | 126 | 29,858 | 0 |
14 | 36.097968 | -115.297796 | 3.5 | 130 | 1 | 2 | null | null | null | 0 | 127 | 11,489 | 0 |
14 | 36.238246 | -115.150921 | 5 | 494 | 1 | 2 | null | null | null | 0 | 127 | 24,349 | 0 |
14 | 36.135645 | -115.161512 | 4 | 108 | 1 | 2 | null | null | null | 0 | 127 | 17,985 | 0 |
14 | 36.238246 | -115.150921 | 5 | 494 | 1 | 2 | null | null | null | 0 | 127 | 24,349 | 0 |
14 | 36.130904 | -115.196006 | 4 | 90 | 1 | 2 | null | null | null | 0 | 127 | 21,032 | 0 |
14 | 36.195673 | -115.257341 | 2.5 | 414 | 1 | 2 | null | null | null | 0 | 127 | 23,247 | 0 |
14 | 36.125929 | -115.197631 | 4.5 | 14 | 1 | 2 | null | null | null | 0 | 127 | 28,274 | 0 |
1 | 33.493419 | -112.286106 | 4 | 120 | 1 | 2 | null | null | null | 0 | 128 | 6,540 | 0 |
1 | 33.592096 | -112.255554 | 4.5 | 59 | 2 | 1 | null | null | null | 0 | 128 | 33,503 | 0 |
1 | 33.493419 | -112.286106 | 4 | 120 | 1 | 2 | null | null | null | 0 | 128 | 6,540 | 0 |
1 | 33.492888 | -112.285858 | 4.5 | 208 | 1 | 2 | null | null | null | 0 | 128 | 27,308 | 0 |
1 | 33.493419 | -112.286106 | 4 | 120 | 1 | 2 | null | null | null | 0 | 128 | 6,540 | 0 |
1 | 33.492888 | -112.285858 | 4.5 | 208 | 1 | 2 | null | null | null | 0 | 128 | 27,308 | 0 |
1 | 33.592096 | -112.255554 | 4.5 | 59 | 2 | 1 | null | null | null | 0 | 128 | 33,503 | 0 |
1 | 33.492888 | -112.285858 | 4.5 | 208 | 1 | 2 | null | null | null | 0 | 128 | 27,308 | 0 |
1 | 33.492316 | -112.287414 | 3.5 | 26 | 2 | 1 | null | null | null | 0 | 128 | 23,742 | 0 |
1 | 33.478108 | -112.290426 | 3 | 17 | 2 | 1 | null | null | null | 0 | 128 | 18,738 | 0 |
1 | 33.448453 | -112.307218 | 2 | 26 | 1 | 1 | null | null | null | 0 | 128 | 6,081 | 0 |
1 | 33.492873 | -112.28619 | 4 | 21 | 2 | 1 | null | null | null | 0 | 128 | 5,070 | 0 |
1 | 33.465172 | -112.280902 | 3 | 114 | 1 | 1 | null | null | null | 0 | 128 | 17,938 | 0 |
1 | 33.534948 | -112.262 | 3 | 47 | 1 | 1 | null | null | null | 0 | 128 | 9,652 | 0 |
1 | 33.463071 | -112.277877 | 2.5 | 202 | 1 | 2 | null | null | null | 0 | 128 | 15,556 | 0 |
1 | 33.534484 | -112.261985 | 4 | 54 | 2 | 1 | null | null | null | 0 | 128 | 10,665 | 0 |
14 | 36.129417 | -115.166117 | 4 | 700 | 1 | 1 | null | null | null | 0 | 129 | 19,996 | 0 |
14 | 36.108713 | -115.173192 | 4 | 580 | 1 | 1 | null | null | null | 0 | 129 | 3,229 | 0 |
14 | 36.12478 | -115.167966 | 3.5 | 700 | 1 | 2 | null | null | null | 0 | 129 | 12,243 | 0 |
14 | 36.12269 | -115.170194 | 3 | 88 | 1 | 2 | null | null | null | 0 | 129 | 30,990 | 0 |
14 | 36.113952 | -115.167825 | 2.5 | 53 | 1 | 2 | null | null | null | 0 | 129 | 2,296 | 0 |
14 | 36.127275 | -115.173131 | 3 | 82 | 1 | 1 | null | null | null | 0 | 129 | 25,391 | 0 |
14 | 36.108228 | -115.171869 | 4.5 | 4,869 | 1 | 1 | null | null | null | 0 | 130 | 8,350 | 0 |
18 | 43.678216 | -79.34887 | 3.5 | 128 | 1 | 0 | null | null | null | 0 | 131 | 22,274 | 0 |
18 | 43.678216 | -79.34887 | 3.5 | 128 | 1 | 0 | null | null | null | 0 | 131 | 22,274 | 0 |
18 | 43.665909 | -79.368282 | 4 | 251 | 2 | 1 | null | null | null | 0 | 131 | 15,518 | 0 |
18 | 43.651361 | -79.374649 | 4.5 | 25 | 2 | 1 | null | null | null | 0 | 131 | 25,800 | 0 |
18 | 43.658076 | -79.371247 | 3.5 | 31 | 2 | 1 | null | null | null | 0 | 131 | 26,142 | 0 |
18 | 43.676255 | -79.358131 | 3 | 20 | 1 | 0 | null | null | null | 0 | 131 | 29,469 | 0 |
14 | 36.122917 | -115.168525 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 132 | 11,514 | 0 |
14 | 36.122917 | -115.168525 | 3.5 | 101 | 1 | 1 | null | null | null | 0 | 132 | 13,625 | 0 |
14 | 36.122917 | -115.168525 | 4.5 | 214 | 1 | 1 | null | null | null | 0 | 132 | 22,131 | 0 |
14 | 36.122917 | -115.168525 | 4.5 | 214 | 1 | 1 | null | null | null | 0 | 132 | 22,131 | 0 |
23 | 43.05064 | -89.497664 | 4 | 35 | 2 | 1 | null | null | null | 0 | 133 | 1,858 | 0 |
23 | 43.05064 | -89.497664 | 4 | 35 | 2 | 1 | null | null | null | 0 | 133 | 1,858 | 0 |
23 | 43.072826 | -89.394966 | 3 | 18 | 1 | 1 | null | null | null | 0 | 133 | 28,892 | 0 |
23 | 43.071893 | -89.428427 | 4 | 69 | 2 | 1 | null | null | null | 0 | 133 | 20,054 | 0 |
23 | 43.05064 | -89.497664 | 4 | 35 | 2 | 1 | null | null | null | 0 | 133 | 1,858 | 0 |
23 | 43.059842 | -89.400856 | 4 | 10 | 1 | 2 | null | null | null | 0 | 133 | 14,139 | 0 |
23 | 43.057862 | -89.400046 | 3 | 63 | 1 | 2 | null | null | null | 0 | 133 | 11,895 | 0 |
23 | 43.052965 | -89.396253 | 4.5 | 118 | 1 | 2 | null | null | null | 0 | 133 | 15,725 | 0 |
23 | 43.06405 | -89.418017 | 4 | 291 | 1 | 1 | null | null | null | 0 | 133 | 8,280 | 0 |
23 | 43.052916 | -89.435789 | 3.5 | 159 | 1 | 1 | null | null | null | 0 | 133 | 20,239 | 0 |
23 | 43.072244 | -89.452334 | 4 | 240 | 1 | 1 | null | null | null | 0 | 133 | 2,216 | 0 |
23 | 43.067722 | -89.423629 | 3.5 | 22 | 1 | 1 | null | null | null | 0 | 133 | 20,339 | 0 |
23 | 43.059491 | -89.501359 | 3 | 16 | 1 | 2 | null | null | null | 0 | 133 | 27,250 | 0 |
23 | 43.072244 | -89.452334 | 4 | 240 | 1 | 1 | null | null | null | 0 | 133 | 2,216 | 0 |
23 | 43.060175 | -89.503403 | 2.5 | 19 | 2 | 1 | null | null | null | 0 | 133 | 21,752 | 0 |
23 | 43.061469 | -89.496419 | 3.5 | 79 | 1 | 2 | null | null | null | 0 | 133 | 13,363 | 0 |
23 | 43.073052 | -89.40123 | 3.5 | 30 | 1 | 2 | null | null | null | 0 | 133 | 5,424 | 0 |
23 | 43.067694 | -89.410733 | 4 | 13 | 0 | 1 | null | null | null | 0 | 133 | 13,155 | 0 |
23 | 43.064708 | -89.416916 | 3 | 64 | 1 | 2 | null | null | null | 0 | 133 | 2,126 | 0 |
23 | 43.067526 | -89.406553 | 4.5 | 93 | 1 | 2 | null | null | null | 0 | 133 | 27,181 | 0 |
19 | 40.551037 | -80.02161 | 4 | 31 | 2 | 1 | null | null | null | 0 | 134 | 21,593 | 0 |
19 | 40.551037 | -80.02161 | 4 | 31 | 2 | 1 | null | null | null | 0 | 134 | 21,593 | 0 |
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