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 | 33.621463 | -111.898305 | 4.5 | 17 | 1 | 1 | null | null | null | 0 | 5 | 29,109 | 0 |
1 | 33.506771 | -111.92834 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 5 | 30,545 | 0 |
1 | 33.622715 | -111.892108 | 4 | 130 | 2 | 1 | null | null | null | 0 | 5 | 1,958 | 0 |
1 | 33.62597 | -111.932718 | 4 | 239 | 1 | 1 | null | null | null | 0 | 5 | 31,300 | 0 |
1 | 33.624467 | -111.92791 | 4 | 200 | 1 | 2 | null | null | null | 0 | 5 | 27,060 | 0 |
1 | 33.623633 | -111.923552 | 3.5 | 280 | 2 | 1 | null | null | null | 0 | 5 | 9,084 | 0 |
1 | 33.53352 | -111.926206 | 4 | 366 | 1 | 2 | null | null | null | 0 | 5 | 32,693 | 0 |
1 | 33.571464 | -111.886635 | 3.5 | 169 | 1 | 2 | null | null | null | 0 | 5 | 25,842 | 0 |
1 | 33.626386 | -111.924542 | 2.5 | 79 | 1 | 2 | null | null | null | 0 | 5 | 2,000 | 0 |
1 | 33.621505 | -111.897898 | 2 | 24 | 1 | 2 | null | null | null | 0 | 5 | 20,978 | 0 |
1 | 33.539249 | -111.920385 | 3 | 86 | 1 | 0 | null | null | null | 0 | 5 | 18,966 | 0 |
1 | 33.582398 | -111.928685 | 3.5 | 359 | 1 | 2 | null | null | null | 0 | 5 | 23,916 | 0 |
1 | 33.579602 | -111.925695 | 3 | 39 | 1 | 1 | null | null | null | 0 | 5 | 7,205 | 0 |
1 | 33.581479 | -111.879541 | 4 | 44 | 1 | 1 | null | null | null | 0 | 5 | 10,949 | 0 |
1 | 33.61416 | -111.926315 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 5 | 30,891 | 0 |
1 | 33.614506 | -111.926661 | 4 | 48 | 2 | 1 | null | null | null | 0 | 5 | 1,113 | 0 |
1 | 33.504675 | -111.968558 | 4 | 313 | 1 | 2 | null | null | null | 0 | 5 | 30,257 | 0 |
1 | 33.530358 | -111.925905 | 4 | 160 | 1 | 2 | null | null | null | 0 | 5 | 9,139 | 0 |
1 | 33.574175 | -111.905034 | 3.5 | 43 | 2 | 1 | null | null | null | 0 | 5 | 7,700 | 0 |
1 | 33.583909 | -111.922234 | 4 | 441 | 1 | 1 | null | null | null | 0 | 5 | 29,996 | 0 |
1 | 33.564977 | -111.925554 | 4 | 801 | 1 | 2 | null | null | null | 0 | 5 | 20,291 | 0 |
1 | 33.519588 | -111.909524 | 3.5 | 21 | 1 | 1 | null | null | null | 0 | 5 | 4,782 | 0 |
1 | 33.567081 | -111.924293 | 4 | 56 | 1 | 2 | null | null | null | 0 | 5 | 8,396 | 0 |
1 | 33.526968 | -111.924449 | 4 | 111 | 1 | 2 | null | null | null | 0 | 5 | 10,104 | 0 |
1 | 33.506581 | -111.925742 | 3.5 | 92 | 2 | 1 | null | null | null | 0 | 5 | 5,542 | 0 |
1 | 33.598692 | -111.978308 | 3 | 87 | 1 | 2 | null | null | null | 0 | 5 | 10,488 | 0 |
14 | 36.124604 | -115.168988 | 3.5 | 614 | 1 | 2 | null | null | null | 0 | 6 | 14,493 | 0 |
2 | 48.775941 | 9.177 | 3 | 13 | 2 | 1 | null | null | null | 0 | 7 | 11,205 | 0 |
2 | 48.775966 | 9.176858 | 3.5 | 21 | 2 | 1 | null | null | null | 0 | 7 | 11,121 | 0 |
14 | 36.102251 | -115.169968 | 3 | 3,444 | 1 | 1 | null | null | null | 0 | 7 | 8,918 | 0 |
14 | 36.053933 | -115.168928 | 3.5 | 393 | 1 | 2 | null | null | null | 0 | 7 | 5,994 | 0 |
2 | 48.775966 | 9.176858 | 3.5 | 21 | 2 | 1 | null | null | null | 0 | 7 | 11,121 | 0 |
14 | 36.102251 | -115.169968 | 3 | 3,444 | 1 | 1 | null | null | null | 0 | 7 | 8,918 | 0 |
2 | 48.775981 | 9.17685 | 2.5 | 24 | 2 | 1 | null | null | null | 0 | 7 | 36,157 | 0 |
2 | 48.775941 | 9.177 | 3 | 13 | 2 | 1 | null | null | null | 0 | 7 | 11,205 | 0 |
2 | 48.77444 | 9.177272 | 2.5 | 54 | 1 | 0 | null | null | null | 0 | 7 | 21,309 | 0 |
23 | 43.074873 | -89.396452 | 4.5 | 179 | 1 | 1 | null | null | null | 0 | 7 | 29,799 | 0 |
19 | 40.479674 | -79.955213 | 3 | 47 | 0 | 1 | null | null | null | 0 | 7 | 21,899 | 0 |
17 | 41.493902 | -82.017559 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 7 | 30,419 | 0 |
21 | 45.495706 | -73.575166 | 3.5 | 25 | 1 | 0 | null | null | null | 0 | 7 | 11,959 | 0 |
2 | 48.7737 | 9.17755 | 3.5 | 29 | 1 | 1 | null | null | null | 0 | 7 | 29,464 | 0 |
2 | 48.773689 | 9.177106 | 3.5 | 20 | 1 | 1 | null | null | null | 0 | 7 | 12,340 | 0 |
14 | 36.163651 | -115.157749 | 4 | 882 | 1 | 2 | null | null | null | 0 | 7 | 9,796 | 0 |
14 | 36.115209 | -115.15321 | 1.5 | 36 | 2 | 1 | null | null | null | 0 | 7 | 32,236 | 0 |
18 | 43.655738 | -79.412564 | 3 | 23 | 2 | 1 | null | null | null | 0 | 7 | 34,224 | 0 |
17 | 41.522815 | -81.652246 | 3 | 20 | 2 | 1 | null | null | null | 0 | 7 | 18,703 | 0 |
18 | 43.667299 | -79.400741 | 4 | 38 | 2 | 1 | null | null | null | 0 | 7 | 11,171 | 0 |
18 | 43.682537 | -79.420482 | 3.5 | 54 | 1 | 2 | null | null | null | 0 | 7 | 33,428 | 0 |
18 | 43.835175 | -79.253368 | 3.5 | 52 | 2 | 1 | null | null | null | 0 | 7 | 34,535 | 0 |
17 | 41.180236 | -81.481767 | 2.5 | 12 | 1 | 2 | null | null | null | 0 | 7 | 2,167 | 0 |
18 | 43.653611 | -79.38006 | 2.5 | 19 | 1 | 2 | null | null | null | 0 | 7 | 26,487 | 0 |
19 | 40.529616 | -80.010025 | 4 | 69 | 1 | 2 | null | null | null | 0 | 7 | 27,363 | 0 |
17 | 41.697821 | -81.279833 | 4 | 24 | 1 | 1 | null | null | null | 0 | 7 | 29,501 | 0 |
19 | 40.43993 | -79.997035 | 4 | 31 | 2 | 1 | null | null | null | 0 | 7 | 4,420 | 0 |
18 | 43.661386 | -79.380605 | 2.5 | 65 | 1 | 2 | null | null | null | 0 | 7 | 35,184 | 0 |
1 | 33.497828 | -111.927267 | 4.5 | 22 | 0 | 1 | null | null | null | 0 | 8 | 22,581 | 0 |
1 | 33.497828 | -111.927267 | 4.5 | 22 | 0 | 1 | null | null | null | 0 | 8 | 22,581 | 0 |
14 | 36.094457 | -115.208867 | 4.5 | 132 | 2 | 1 | null | null | null | 0 | 8 | 5,326 | 0 |
12 | 35.224271 | -80.84514 | 4 | 374 | 2 | 1 | null | null | null | 0 | 8 | 13,091 | 0 |
1 | 33.465958 | -112.04876 | 4.5 | 227 | 1 | 2 | null | null | null | 0 | 8 | 34,040 | 0 |
14 | 36.112279 | -115.172397 | 4 | 1,313 | 1 | 2 | null | null | null | 0 | 8 | 11,069 | 0 |
1 | 33.637753 | -111.926266 | 4 | 157 | 1 | 1 | null | null | null | 0 | 8 | 22,042 | 0 |
1 | 33.636364 | -111.921262 | 4 | 141 | 1 | 1 | null | null | null | 0 | 8 | 5,717 | 0 |
1 | 33.620219 | -111.874255 | 4 | 58 | 1 | 1 | null | null | null | 0 | 8 | 3,826 | 0 |
1 | 33.827424 | -111.924174 | 4 | 89 | 2 | 1 | null | null | null | 0 | 8 | 21,316 | 0 |
1 | 33.494121 | -111.922762 | 3.5 | 10 | 1 | 2 | null | null | null | 0 | 8 | 12,736 | 0 |
12 | 35.228362 | -80.842779 | 3.5 | 542 | 1 | 2 | null | null | null | 0 | 8 | 6,340 | 0 |
1 | 33.494567 | -111.922222 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 8 | 20,615 | 0 |
12 | 35.224271 | -80.84514 | 4 | 374 | 2 | 1 | null | null | null | 0 | 8 | 13,091 | 0 |
1 | 33.494768 | -111.926404 | 2 | 60 | 2 | 1 | null | null | null | 0 | 8 | 31,420 | 0 |
1 | 33.497277 | -111.924514 | 4 | 62 | 1 | 2 | null | null | null | 0 | 8 | 25,231 | 0 |
1 | 33.640576 | -111.908868 | 3.5 | 68 | 0 | 1 | null | null | null | 0 | 8 | 28,593 | 0 |
1 | 33.581646 | -111.924063 | 4.5 | 21 | 1 | 2 | null | null | null | 0 | 8 | 29,590 | 0 |
1 | 33.699876 | -111.888688 | 3.5 | 22 | 1 | 1 | null | null | null | 0 | 8 | 17,864 | 0 |
22 | 34.96492 | -80.853761 | 3 | 55 | 2 | 1 | null | null | null | 0 | 8 | 13,673 | 0 |
1 | 33.618806 | -111.876247 | 4 | 53 | 1 | 2 | null | null | null | 0 | 8 | 32,531 | 0 |
12 | 35.201827 | -80.843863 | 3 | 53 | 1 | 2 | null | null | null | 0 | 8 | 14,477 | 0 |
14 | 36.107825 | -115.175532 | 3.5 | 75 | 1 | 1 | null | null | null | 0 | 8 | 33,626 | 0 |
1 | 33.832924 | -111.95533 | 4 | 271 | 1 | 2 | null | null | null | 0 | 8 | 23,983 | 0 |
22 | 35.095748 | -80.936188 | 2 | 22 | 1 | 1 | null | null | null | 0 | 8 | 31,526 | 0 |
14 | 36.010688 | -115.137128 | 3.5 | 182 | 1 | 2 | null | null | null | 0 | 8 | 31,196 | 0 |
1 | 33.509689 | -111.995524 | 2.5 | 10 | 2 | 1 | null | null | null | 0 | 8 | 9,727 | 0 |
1 | 33.766059 | -111.984159 | 3 | 61 | 1 | 2 | null | null | null | 0 | 8 | 26,485 | 0 |
1 | 33.57489 | -112.326093 | 4.5 | 21 | 1 | 1 | null | null | null | 0 | 8 | 21,153 | 0 |
1 | 33.609811 | -112.119194 | 3.5 | 34 | 1 | 2 | null | null | null | 0 | 8 | 30,331 | 0 |
1 | 33.579602 | -111.925695 | 3 | 39 | 1 | 1 | null | null | null | 0 | 8 | 7,205 | 0 |
1 | 33.700067 | -111.924849 | 4.5 | 112 | 1 | 2 | null | null | null | 0 | 8 | 5,137 | 0 |
1 | 33.639538 | -112.071755 | 4 | 16 | 1 | 1 | null | null | null | 0 | 8 | 12,309 | 0 |
1 | 33.484299 | -112.365252 | 2.5 | 62 | 1 | 2 | null | null | null | 0 | 8 | 36,036 | 0 |
1 | 33.672047 | -111.90506 | 4 | 186 | 1 | 2 | null | null | null | 0 | 8 | 9,812 | 0 |
1 | 33.467823 | -112.029639 | 4 | 51 | 2 | 1 | null | null | null | 0 | 8 | 20,313 | 0 |
1 | 33.573762 | -111.537672 | 2.5 | 53 | 1 | 2 | null | null | null | 0 | 8 | 34,050 | 0 |
1 | 33.611354 | -111.998559 | 4.5 | 95 | 1 | 2 | null | null | null | 0 | 8 | 21,961 | 0 |
1 | 33.568054 | -112.185395 | 2 | 14 | 1 | 1 | null | null | null | 0 | 8 | 23,119 | 0 |
14 | 36.08044 | -115.146097 | 2.5 | 34 | 2 | 1 | null | null | null | 0 | 8 | 13,587 | 0 |
14 | 36.14345 | -115.14278 | 4 | 3,964 | 1 | 1 | null | null | null | 0 | 9 | 12,440 | 0 |
14 | 36.061374 | -115.040919 | 4 | 115 | 1 | 2 | null | null | null | 0 | 10 | 15,783 | 0 |
14 | 36.063113 | -115.038228 | 4 | 117 | 1 | 2 | null | null | null | 0 | 10 | 3,390 | 0 |
1 | 33.640074 | -112.028933 | 1.5 | 14 | 1 | 1 | null | null | null | 0 | 10 | 7,805 | 0 |
1 | 33.609377 | -112.329007 | 2 | 10 | 2 | 1 | null | null | null | 0 | 10 | 35,665 | 0 |
Subsets and Splits