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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12 | 35.213588 | -80.82799 | 2 | 16 | 1 | 1 | null | null | null | 0 | 18 | 33,347 | 0 |
12 | 35.220196 | -80.813195 | 3 | 65 | 1 | 2 | null | null | null | 0 | 18 | 29,576 | 0 |
12 | 35.096321 | -80.78463 | 3.5 | 27 | 2 | 1 | null | null | null | 0 | 18 | 8,829 | 0 |
18 | 43.689561 | -79.395045 | 3 | 26 | 1 | 0 | null | null | null | 0 | 19 | 6,661 | 0 |
18 | 43.689561 | -79.395045 | 3.5 | 32 | 1 | 2 | null | null | null | 0 | 19 | 30,230 | 0 |
18 | 43.689561 | -79.395045 | 3.5 | 32 | 1 | 2 | null | null | null | 0 | 19 | 30,230 | 0 |
14 | 36.112827 | -115.172581 | 4 | 7,361 | 1 | 1 | null | null | null | 0 | 20 | 3,022 | 0 |
21 | 45.553933 | -73.602052 | 5 | 14 | 2 | 1 | null | null | null | 0 | 21 | 16,368 | 0 |
14 | 36.11949 | -115.169667 | 2.5 | 36 | 1 | 2 | null | null | null | 0 | 22 | 13,760 | 0 |
14 | 36.121452 | -115.169611 | 3.5 | 158 | 1 | 1 | null | null | null | 0 | 22 | 28,946 | 0 |
14 | 36.121452 | -115.169611 | 3.5 | 158 | 1 | 1 | null | null | null | 0 | 22 | 28,946 | 0 |
14 | 36.120832 | -115.171846 | 2.5 | 208 | 1 | 2 | null | null | null | 0 | 22 | 20,785 | 0 |
14 | 36.11567 | -115.173317 | 3 | 3,910 | 1 | 1 | null | null | null | 0 | 22 | 24,264 | 0 |
17 | 41.131023 | -81.61363 | 3.5 | 69 | 2 | 1 | null | null | null | 0 | 23 | 18,859 | 0 |
17 | 41.131023 | -81.61363 | 3.5 | 57 | 1 | 1 | null | null | null | 0 | 23 | 20,289 | 0 |
1 | 33.797759 | -111.979748 | 3.5 | 244 | 1 | 2 | null | null | null | 0 | 24 | 26,504 | 0 |
14 | 36.127797 | -115.168692 | 3.5 | 778 | 1 | 1 | null | null | null | 0 | 25 | 15,896 | 0 |
14 | 36.059447 | -115.046848 | 3.5 | 518 | 2 | 1 | null | null | null | 0 | 25 | 151 | 0 |
14 | 36.117712 | -115.154609 | 4.5 | 387 | 1 | 1 | null | null | null | 0 | 25 | 208 | 0 |
14 | 36.08293 | -115.150987 | 2.5 | 44 | 1 | 1 | null | null | null | 0 | 25 | 9,859 | 0 |
14 | 36.124231 | -115.168261 | 2.5 | 38 | 1 | 1 | null | null | null | 0 | 25 | 22,359 | 0 |
14 | 36.089494 | -115.138026 | 2.5 | 38 | 1 | 2 | null | null | null | 0 | 25 | 31,263 | 0 |
17 | 41.477164 | -81.695266 | 4 | 385 | 1 | 2 | null | null | null | 0 | 26 | 12,016 | 0 |
21 | 45.507217 | -73.553563 | 4 | 216 | 1 | 0 | null | null | null | 0 | 27 | 26,394 | 0 |
18 | 43.848614 | -79.374391 | 2.5 | 182 | 1 | 2 | null | null | null | 0 | 28 | 7,322 | 0 |
18 | 43.844369 | -79.384662 | 3.5 | 166 | 2 | 1 | null | null | null | 0 | 28 | 18,424 | 0 |
18 | 43.845497 | -79.379744 | 2.5 | 61 | 1 | 2 | null | null | null | 0 | 28 | 36,139 | 0 |
18 | 43.847239 | -79.375839 | 3.5 | 126 | 1 | 1 | null | null | null | 0 | 28 | 3,998 | 0 |
18 | 43.651099 | -79.379162 | 3.5 | 152 | 2 | 1 | null | null | null | 0 | 28 | 34,568 | 0 |
18 | 43.677338 | -79.352841 | 2.5 | 13 | 1 | 2 | null | null | null | 0 | 28 | 5,038 | 0 |
18 | 43.791205 | -79.367711 | 3 | 70 | 2 | 1 | null | null | null | 0 | 28 | 12,217 | 0 |
18 | 43.857409 | -79.324054 | 3.5 | 269 | 1 | 2 | null | null | null | 0 | 28 | 10,455 | 0 |
18 | 43.664844 | -79.38593 | 3.5 | 304 | 2 | 1 | null | null | null | 0 | 28 | 24,536 | 0 |
18 | 43.677537 | -79.351462 | 4 | 33 | 1 | 0 | null | null | null | 0 | 28 | 33,438 | 0 |
18 | 43.655111 | -79.414505 | 4.5 | 63 | 2 | 1 | null | null | null | 0 | 29 | 35,977 | 0 |
18 | 43.651585 | -79.397844 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 29 | 5,827 | 0 |
18 | 43.647992 | -79.393224 | 4 | 101 | 1 | 0 | null | null | null | 0 | 29 | 33,605 | 0 |
18 | 43.657114 | -79.381534 | 3.5 | 97 | 2 | 1 | null | null | null | 0 | 29 | 26,033 | 0 |
18 | 43.652465 | -79.398365 | 3 | 17 | 2 | 1 | null | null | null | 0 | 29 | 27,613 | 0 |
18 | 43.655254 | -79.418896 | 3 | 48 | 1 | 1 | null | null | null | 0 | 29 | 17,682 | 0 |
18 | 43.648417 | -79.42065 | 3.5 | 44 | 1 | 1 | null | null | null | 0 | 29 | 4,772 | 0 |
18 | 43.648887 | -79.420639 | 3 | 68 | 1 | 1 | null | null | null | 0 | 29 | 22,019 | 0 |
18 | 43.653688 | -79.398462 | 3.5 | 79 | 2 | 1 | null | null | null | 0 | 29 | 20,743 | 0 |
18 | 43.655275 | -79.418573 | 3 | 37 | 2 | 1 | null | null | null | 0 | 29 | 20,319 | 0 |
18 | 43.654698 | -79.421806 | 3 | 70 | 1 | 0 | null | null | null | 0 | 29 | 17,544 | 0 |
18 | 43.654379 | -79.423194 | 2.5 | 17 | 1 | 2 | null | null | null | 0 | 29 | 7,104 | 0 |
18 | 43.654909 | -79.414814 | 4.5 | 51 | 1 | 1 | null | null | null | 0 | 29 | 13,215 | 0 |
18 | 43.654581 | -79.402468 | 4 | 16 | 2 | 1 | null | null | null | 0 | 29 | 18,629 | 0 |
18 | 43.653584 | -79.40043 | 4 | 136 | 1 | 0 | null | null | null | 0 | 29 | 29,003 | 0 |
18 | 43.654326 | -79.399023 | 4.5 | 82 | 1 | 0 | null | null | null | 0 | 29 | 4,931 | 0 |
18 | 43.654034 | -79.425004 | 4 | 24 | 1 | 1 | null | null | null | 0 | 29 | 17,142 | 0 |
18 | 43.655787 | -79.41173 | 3.5 | 151 | 1 | 0 | null | null | null | 0 | 29 | 7,403 | 0 |
18 | 43.655898 | -79.393487 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 29 | 27,267 | 0 |
18 | 43.657976 | -79.401749 | 3 | 65 | 1 | 2 | null | null | null | 0 | 29 | 32,206 | 0 |
18 | 43.655003 | -79.400578 | 4 | 16 | 1 | 1 | null | null | null | 0 | 29 | 6,215 | 0 |
18 | 43.654789 | -79.420902 | 4 | 24 | 1 | 2 | null | null | null | 0 | 29 | 21,508 | 0 |
18 | 43.654402 | -79.423591 | 4 | 114 | 1 | 1 | null | null | null | 0 | 29 | 9,435 | 0 |
18 | 43.650919 | -79.412776 | 4.5 | 34 | 1 | 1 | null | null | null | 0 | 29 | 11,402 | 0 |
18 | 43.643784 | -79.396809 | 4 | 340 | 1 | 0 | null | null | null | 0 | 29 | 21,340 | 0 |
18 | 43.64488 | -79.415841 | 4 | 130 | 2 | 1 | null | null | null | 0 | 29 | 9,724 | 0 |
18 | 43.65615 | -79.402692 | 4 | 176 | 1 | 0 | null | null | null | 0 | 29 | 11,139 | 0 |
18 | 43.650053 | -79.391446 | 3 | 161 | 1 | 2 | null | null | null | 0 | 29 | 15,566 | 0 |
18 | 43.671256 | -79.346709 | 4 | 28 | 1 | 2 | null | null | null | 0 | 29 | 16,100 | 0 |
18 | 43.653591 | -79.394825 | 3 | 13 | 1 | 1 | null | null | null | 0 | 29 | 32,947 | 0 |
18 | 43.647111 | -79.39588 | 3 | 133 | 1 | 0 | null | null | null | 0 | 29 | 30,558 | 0 |
18 | 43.649576 | -79.42421 | 3 | 13 | 1 | 1 | null | null | null | 0 | 29 | 13,755 | 0 |
18 | 43.649445 | -79.427766 | 4 | 42 | 1 | 0 | null | null | null | 0 | 29 | 20,025 | 0 |
18 | 43.648623 | -79.381649 | 2.5 | 16 | 1 | 1 | null | null | null | 0 | 29 | 15,781 | 0 |
18 | 43.661136 | -79.386409 | 4 | 73 | 1 | 2 | null | null | null | 0 | 29 | 28,918 | 0 |
18 | 43.657592 | -79.382162 | 4 | 213 | 1 | 2 | null | null | null | 0 | 29 | 4,696 | 0 |
18 | 43.652787 | -79.368247 | 4.5 | 13 | 2 | 1 | null | null | null | 0 | 29 | 18,745 | 0 |
18 | 43.648182 | -79.390206 | 3 | 104 | 1 | 0 | null | null | null | 0 | 29 | 32,861 | 0 |
18 | 43.647892 | -79.390061 | 3 | 38 | 1 | 0 | null | null | null | 0 | 29 | 1,400 | 0 |
18 | 43.656393 | -79.378509 | 3.5 | 51 | 1 | 0 | null | null | null | 0 | 29 | 25,254 | 0 |
18 | 43.647966 | -79.374515 | 4.5 | 53 | 1 | 1 | null | null | null | 0 | 29 | 3,895 | 0 |
18 | 43.654927 | -79.365475 | 4 | 117 | 0 | 1 | null | null | null | 0 | 29 | 3,254 | 0 |
18 | 43.661019 | -79.385701 | 3.5 | 38 | 1 | 2 | null | null | null | 0 | 29 | 24,928 | 0 |
18 | 43.654202 | -79.370486 | 4.5 | 58 | 1 | 0 | null | null | null | 0 | 29 | 20,693 | 0 |
18 | 43.651712 | -79.409499 | 4 | 187 | 1 | 2 | null | null | null | 0 | 29 | 29,600 | 0 |
18 | 43.656713 | -79.383683 | 3 | 28 | 2 | 1 | null | null | null | 0 | 29 | 13,929 | 0 |
18 | 43.645303 | -79.388203 | 3.5 | 34 | 2 | 1 | null | null | null | 0 | 29 | 29,993 | 0 |
18 | 43.649536 | -79.377777 | 3 | 17 | 2 | 1 | null | null | null | 0 | 29 | 15,584 | 0 |
18 | 43.646591 | -79.419813 | 3.5 | 20 | 1 | 0 | null | null | null | 0 | 29 | 3,545 | 0 |
18 | 43.649692 | -79.425713 | 4 | 260 | 1 | 0 | null | null | null | 0 | 29 | 2,689 | 0 |
18 | 43.653378 | -79.401246 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 29 | 33,045 | 0 |
18 | 43.644697 | -79.392395 | 3.5 | 149 | 0 | 1 | null | null | null | 0 | 29 | 20,284 | 0 |
18 | 43.649838 | -79.373966 | 4 | 13 | 1 | 1 | null | null | null | 0 | 29 | 10,270 | 0 |
18 | 43.652474 | -79.374951 | 3 | 177 | 1 | 2 | null | null | null | 0 | 29 | 7,249 | 0 |
18 | 43.654402 | -79.423591 | 4 | 114 | 1 | 1 | null | null | null | 0 | 29 | 9,435 | 0 |
18 | 43.65197 | -79.408214 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 29 | 10,492 | 0 |
18 | 43.655853 | -79.402534 | 5 | 16 | 2 | 1 | null | null | null | 0 | 29 | 30,641 | 0 |
18 | 43.651099 | -79.379162 | 3 | 17 | 1 | 1 | null | null | null | 0 | 29 | 2,273 | 0 |
18 | 43.647829 | -79.3734 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 29 | 23,216 | 0 |
18 | 43.661132 | -79.38637 | 4.5 | 21 | 2 | 1 | null | null | null | 0 | 29 | 1,747 | 0 |
18 | 43.650656 | -79.370261 | 3.5 | 294 | 1 | 0 | null | null | null | 0 | 29 | 8,331 | 0 |
18 | 43.650272 | -79.388705 | 2 | 23 | 1 | 2 | null | null | null | 0 | 29 | 27,322 | 0 |
18 | 43.647557 | -79.388279 | 3 | 15 | 0 | 1 | null | null | null | 0 | 29 | 26,943 | 0 |
18 | 43.653136 | -79.428649 | 3.5 | 96 | 1 | 0 | null | null | null | 0 | 29 | 8,110 | 0 |
18 | 43.657548 | -79.382344 | 3.5 | 19 | 0 | 1 | null | null | null | 0 | 29 | 9,472 | 0 |
18 | 43.661696 | -79.38342 | 4 | 140 | 1 | 2 | null | null | null | 0 | 29 | 12,876 | 0 |
Subsets and Splits