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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | 45.489424 | -73.567672 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,380 | 1,200 | 0 |
21 | 45.498899 | -73.57289 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 554,380 | 11,005 | 0 |
21 | 45.517193 | -73.557327 | 3.5 | 27 | 2 | 1 | null | null | null | 0 | 554,380 | 18,313 | 0 |
21 | 45.51333 | -73.559836 | 3 | 19 | 2 | 1 | null | null | null | 0 | 554,380 | 22,415 | 0 |
21 | 45.5014 | -73.555905 | 4.5 | 183 | 1 | 2 | null | null | null | 0 | 554,380 | 19,471 | 0 |
21 | 45.503146 | -73.574941 | 4 | 19 | 1 | 1 | null | null | null | 0 | 554,380 | 16,579 | 0 |
21 | 45.496086 | -73.58186 | 3 | 13 | 2 | 1 | null | null | null | 0 | 554,380 | 27,535 | 0 |
21 | 45.49349 | -73.579474 | 3.5 | 19 | 1 | 0 | null | null | null | 0 | 554,380 | 7,343 | 0 |
21 | 45.501713 | -73.571018 | 3 | 29 | 1 | 0 | null | null | null | 0 | 554,380 | 21,975 | 0 |
21 | 45.493708 | -73.57943 | 2.5 | 46 | 2 | 1 | null | null | null | 0 | 554,380 | 17,608 | 0 |
21 | 45.50802 | -73.559228 | 3.5 | 155 | 1 | 2 | null | null | null | 0 | 554,380 | 31,009 | 0 |
21 | 45.524526 | -73.595474 | 4 | 13 | 2 | 1 | null | null | null | 0 | 554,380 | 5,245 | 0 |
21 | 45.512224 | -73.562137 | 3 | 20 | 2 | 1 | null | null | null | 0 | 554,380 | 18,953 | 0 |
21 | 45.49936 | -73.576109 | 3.5 | 88 | 0 | 1 | null | null | null | 0 | 554,380 | 8,134 | 0 |
21 | 45.494806 | -73.574329 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 554,380 | 14,729 | 0 |
21 | 45.50159 | -73.570855 | 4 | 17 | 1 | 1 | null | null | null | 0 | 554,380 | 32,141 | 0 |
21 | 45.506428 | -73.554116 | 4 | 67 | 1 | 2 | null | null | null | 0 | 554,380 | 20,798 | 0 |
21 | 45.519925 | -73.556936 | 4.5 | 23 | 1 | 2 | null | null | null | 0 | 554,380 | 19,195 | 0 |
21 | 45.521042 | -73.576897 | 4 | 10 | 0 | 1 | null | null | null | 0 | 554,380 | 15,526 | 0 |
21 | 45.524263 | -73.59546 | 4 | 48 | 1 | 2 | null | null | null | 0 | 554,380 | 27,912 | 0 |
21 | 45.514661 | -73.573873 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 554,380 | 21,263 | 0 |
21 | 45.523168 | -73.58344 | 4.5 | 13 | 1 | 0 | null | null | null | 0 | 554,380 | 24,182 | 0 |
21 | 45.503028 | -73.56036 | 4 | 85 | 1 | 1 | null | null | null | 0 | 554,380 | 12,147 | 0 |
21 | 45.502812 | -73.56857 | 4 | 21 | 1 | 1 | null | null | null | 0 | 554,380 | 26,436 | 0 |
21 | 45.517529 | -73.581098 | 4.5 | 11 | 1 | 1 | null | null | null | 0 | 554,380 | 35,381 | 0 |
21 | 45.50348 | -73.554959 | 3.5 | 106 | 0 | 1 | null | null | null | 0 | 554,380 | 34,491 | 0 |
21 | 45.49311 | -73.580289 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,380 | 4,100 | 0 |
21 | 45.476386 | -73.60642 | 3.5 | 22 | 1 | 2 | null | null | null | 0 | 554,380 | 21,946 | 0 |
21 | 45.502809 | -73.568903 | 3 | 17 | 1 | 1 | null | null | null | 0 | 554,380 | 12,328 | 0 |
21 | 45.511072 | -73.565886 | 4.5 | 316 | 0 | 1 | null | null | null | 0 | 554,380 | 33,284 | 0 |
21 | 45.493584 | -73.579259 | 3 | 27 | 2 | 1 | null | null | null | 0 | 554,380 | 35,305 | 0 |
21 | 45.497893 | -73.576692 | 4 | 324 | 1 | 1 | null | null | null | 0 | 554,380 | 35,026 | 0 |
21 | 45.483086 | -73.57492 | 3 | 60 | 1 | 1 | null | null | null | 0 | 554,380 | 4,071 | 0 |
21 | 45.526384 | -73.581107 | 3 | 17 | 0 | 1 | null | null | null | 0 | 554,380 | 28,960 | 0 |
21 | 45.511686 | -73.567365 | 4 | 205 | 2 | 1 | null | null | null | 0 | 554,380 | 14,513 | 0 |
21 | 45.514806 | -73.56368 | 4 | 23 | 1 | 0 | null | null | null | 0 | 554,380 | 22,353 | 0 |
21 | 45.502727 | -73.570074 | 2.5 | 26 | 1 | 1 | null | null | null | 0 | 554,380 | 13,077 | 0 |
21 | 45.51582 | -73.564658 | 4 | 159 | 1 | 1 | null | null | null | 0 | 554,380 | 5,269 | 0 |
21 | 45.524164 | -73.582606 | 4.5 | 24 | 0 | 1 | null | null | null | 0 | 554,380 | 20,160 | 0 |
1 | 33.700033 | -111.888462 | 4.5 | 216 | 1 | 2 | null | null | null | 0 | 554,381 | 3,486 | 0 |
1 | 33.611354 | -111.998559 | 4.5 | 95 | 1 | 2 | null | null | null | 0 | 554,381 | 21,961 | 0 |
1 | 33.70091 | -111.888996 | 4 | 141 | 2 | 1 | null | null | null | 0 | 554,381 | 6,952 | 0 |
1 | 33.645051 | -111.917414 | 3 | 48 | 1 | 1 | null | null | null | 0 | 554,381 | 26,789 | 0 |
1 | 33.640552 | -111.924551 | 4 | 41 | 1 | 1 | null | null | null | 0 | 554,381 | 10,422 | 0 |
1 | 33.640438 | -111.924478 | 4.5 | 55 | 1 | 1 | null | null | null | 0 | 554,381 | 21,463 | 0 |
1 | 33.671759 | -111.905922 | 4 | 270 | 1 | 1 | null | null | null | 0 | 554,381 | 15,887 | 0 |
1 | 33.640633 | -111.908633 | 4 | 112 | 2 | 1 | null | null | null | 0 | 554,381 | 4,939 | 0 |
1 | 33.673432 | -111.889232 | 4 | 303 | 1 | 2 | null | null | null | 0 | 554,381 | 12,972 | 0 |
1 | 33.66996 | -111.905341 | 2 | 22 | 1 | 1 | null | null | null | 0 | 554,381 | 16,303 | 0 |
1 | 33.653176 | -111.925116 | 4 | 64 | 1 | 1 | null | null | null | 0 | 554,381 | 22,620 | 0 |
1 | 33.698037 | -111.924741 | 4 | 77 | 1 | 1 | null | null | null | 0 | 554,381 | 25,233 | 0 |
1 | 33.696555 | -111.889347 | 4.5 | 136 | 1 | 1 | null | null | null | 0 | 554,381 | 2,218 | 0 |
1 | 33.700718 | -111.888898 | 4 | 34 | 1 | 2 | null | null | null | 0 | 554,381 | 14,899 | 0 |
1 | 33.696764 | -111.916072 | 3.5 | 128 | 1 | 2 | null | null | null | 0 | 554,381 | 7,387 | 0 |
1 | 33.67179 | -111.906001 | 4 | 32 | 1 | 2 | null | null | null | 0 | 554,381 | 968 | 0 |
1 | 33.674904 | -111.980081 | 3.5 | 408 | 1 | 0 | null | null | null | 0 | 554,381 | 28,291 | 0 |
1 | 33.699972 | -111.923065 | 4.5 | 152 | 1 | 2 | null | null | null | 0 | 554,381 | 2,453 | 0 |
1 | 33.65451 | -111.929229 | 3.5 | 171 | 1 | 2 | null | null | null | 0 | 554,381 | 35,352 | 0 |
1 | 33.658164 | -111.930519 | 2 | 29 | 1 | 1 | null | null | null | 0 | 554,381 | 31,115 | 0 |
14 | 36.195592 | -115.04046 | 4.5 | 152 | 1 | 1 | null | null | null | 0 | 554,382 | 32,774 | 0 |
14 | 36.1448 | -115.201 | 2 | 22 | 1 | 1 | null | null | null | 0 | 554,383 | 1,141 | 0 |
1 | 33.424141 | -111.940074 | 3.5 | 128 | 1 | 2 | null | null | null | 0 | 554,384 | 1,499 | 0 |
1 | 33.424141 | -111.940074 | 3.5 | 128 | 1 | 2 | null | null | null | 0 | 554,384 | 1,499 | 0 |
1 | 33.423163 | -111.925825 | 4.5 | 11 | 1 | 2 | null | null | null | 0 | 554,384 | 20,539 | 0 |
1 | 33.421311 | -111.925853 | 2.5 | 70 | 2 | 1 | null | null | null | 0 | 554,384 | 6,763 | 0 |
1 | 33.391877 | -111.940044 | 4 | 167 | 1 | 2 | null | null | null | 0 | 554,384 | 24,026 | 0 |
1 | 33.422973 | -111.936483 | 3.5 | 26 | 2 | 1 | null | null | null | 0 | 554,384 | 21,405 | 0 |
1 | 33.677972 | -112.277618 | 4 | 253 | 1 | 2 | null | null | null | 0 | 554,385 | 10,347 | 0 |
1 | 33.627288 | -112.236845 | 3.5 | 185 | 2 | 1 | null | null | null | 0 | 554,385 | 12,818 | 0 |
1 | 33.552501 | -112.185414 | 2.5 | 51 | 1 | 1 | null | null | null | 0 | 554,385 | 23,746 | 0 |
1 | 33.638668 | -112.223374 | 3.5 | 226 | 1 | 2 | null | null | null | 0 | 554,385 | 35,974 | 0 |
1 | 33.627288 | -112.236845 | 3.5 | 185 | 2 | 1 | null | null | null | 0 | 554,385 | 12,818 | 0 |
1 | 33.677972 | -112.277618 | 4 | 253 | 1 | 2 | null | null | null | 0 | 554,385 | 10,347 | 0 |
1 | 33.582652 | -112.118526 | 4 | 55 | 2 | 1 | null | null | null | 0 | 554,385 | 27,543 | 0 |
1 | 33.637598 | -112.222365 | 3.5 | 117 | 1 | 2 | null | null | null | 0 | 554,385 | 26,734 | 0 |
1 | 33.574974 | -112.121034 | 4.5 | 10 | 1 | 1 | null | null | null | 0 | 554,385 | 21,140 | 0 |
1 | 33.656704 | -112.099064 | 4 | 41 | 2 | 1 | null | null | null | 0 | 554,385 | 24,896 | 0 |
1 | 33.634069 | -112.23532 | 4 | 65 | 1 | 2 | null | null | null | 0 | 554,385 | 26,954 | 0 |
1 | 33.638686 | -112.226061 | 2 | 24 | 1 | 1 | null | null | null | 0 | 554,385 | 6,986 | 0 |
1 | 33.636497 | -112.231432 | 4 | 101 | 1 | 2 | null | null | null | 0 | 554,385 | 22,693 | 0 |
1 | 33.638724 | -112.22861 | 4 | 38 | 1 | 1 | null | null | null | 0 | 554,385 | 24,471 | 0 |
1 | 33.554042 | -112.169907 | 4 | 23 | 1 | 2 | null | null | null | 0 | 554,385 | 1,125 | 0 |
1 | 33.509755 | -112.08407 | 4 | 62 | 1 | 2 | null | null | null | 0 | 554,385 | 19,525 | 0 |
1 | 33.566382 | -111.925581 | 4 | 74 | 1 | 2 | null | null | null | 0 | 554,385 | 8,143 | 0 |
1 | 33.638401 | -111.979525 | 4.5 | 307 | 1 | 2 | null | null | null | 0 | 554,385 | 11,858 | 0 |
1 | 33.639949 | -112.219772 | 3 | 16 | 1 | 2 | null | null | null | 0 | 554,385 | 21,988 | 0 |
1 | 33.62631 | -111.923864 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 554,385 | 18,724 | 0 |
1 | 33.582504 | -111.926018 | 3.5 | 115 | 2 | 1 | null | null | null | 0 | 554,385 | 10,414 | 0 |
1 | 33.540733 | -112.184335 | 4.5 | 11 | 1 | 2 | null | null | null | 0 | 554,385 | 1,264 | 0 |
1 | 33.665906 | -112.11777 | 2 | 11 | 1 | 1 | null | null | null | 0 | 554,385 | 10,508 | 0 |
1 | 33.537014 | -111.907596 | 4 | 130 | 1 | 2 | null | null | null | 0 | 554,385 | 19,727 | 0 |
1 | 33.59734 | -111.9775 | 4 | 737 | 1 | 2 | null | null | null | 0 | 554,385 | 34,694 | 0 |
1 | 33.611549 | -112.100835 | 3.5 | 34 | 2 | 1 | null | null | null | 0 | 554,385 | 249 | 0 |
1 | 33.553485 | -112.110289 | 2.5 | 28 | 1 | 1 | null | null | null | 0 | 554,385 | 3,824 | 0 |
1 | 33.597282 | -112.014261 | 3.5 | 34 | 1 | 1 | null | null | null | 0 | 554,385 | 9,961 | 0 |
1 | 33.656907 | -111.92989 | 4 | 27 | 1 | 1 | null | null | null | 0 | 554,385 | 20,554 | 0 |
1 | 33.579618 | -111.927663 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 554,385 | 32,864 | 0 |
1 | 33.639702 | -111.944383 | 3.5 | 156 | 1 | 1 | null | null | null | 0 | 554,385 | 21,007 | 0 |
1 | 33.567147 | -112.136879 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 554,385 | 26,675 | 0 |
1 | 33.64035 | -112.185949 | 4.5 | 121 | 2 | 1 | null | null | null | 0 | 554,385 | 840 | 0 |
Subsets and Splits