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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | 43.844027 | -79.535445 | 3.5 | 25 | 1 | 2 | null | null | null | 0 | 554,392 | 1,725 | 0 |
18 | 43.777878 | -79.344654 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 554,392 | 15,597 | 0 |
18 | 43.670966 | -79.384656 | 3.5 | 10 | 1 | 1 | null | null | null | 0 | 554,392 | 2,178 | 0 |
18 | 43.828577 | -79.534947 | 2 | 45 | 2 | 1 | null | null | null | 0 | 554,392 | 31,159 | 0 |
18 | 43.775717 | -79.262807 | 2.5 | 35 | 2 | 1 | null | null | null | 0 | 554,392 | 22,904 | 0 |
18 | 43.687768 | -79.438749 | 4 | 18 | 1 | 0 | null | null | null | 0 | 554,392 | 35,470 | 0 |
18 | 43.814417 | -79.323702 | 3 | 27 | 1 | 2 | null | null | null | 0 | 554,392 | 19,773 | 0 |
18 | 43.82214 | -79.298508 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 554,392 | 27,653 | 0 |
18 | 43.843712 | -79.355401 | 4 | 81 | 1 | 1 | null | null | null | 0 | 554,392 | 25,563 | 0 |
18 | 43.790741 | -79.418296 | 4.5 | 13 | 2 | 1 | null | null | null | 0 | 554,392 | 28,840 | 0 |
18 | 43.659029 | -79.749481 | 4 | 10 | 1 | 0 | null | null | null | 0 | 554,392 | 8,502 | 0 |
18 | 43.656656 | -79.375763 | 4 | 17 | 0 | 1 | null | null | null | 0 | 554,392 | 1,560 | 0 |
18 | 43.678362 | -79.611713 | 2.5 | 168 | 2 | 1 | null | null | null | 0 | 554,392 | 22,690 | 0 |
18 | 43.70557 | -79.312798 | 3.5 | 46 | 1 | 2 | null | null | null | 0 | 554,392 | 32,917 | 0 |
18 | 43.671327 | -79.387639 | 2.5 | 13 | 2 | 1 | null | null | null | 0 | 554,392 | 23,658 | 0 |
18 | 43.669938 | -79.393383 | 3.5 | 52 | 1 | 0 | null | null | null | 0 | 554,392 | 14,427 | 0 |
18 | 43.668205 | -79.387917 | 3 | 69 | 1 | 2 | null | null | null | 0 | 554,392 | 17,017 | 0 |
18 | 43.669567 | -79.388594 | 3 | 43 | 1 | 2 | null | null | null | 0 | 554,392 | 13,196 | 0 |
18 | 43.677557 | -79.389933 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 554,392 | 11,333 | 0 |
18 | 43.665612 | -79.471707 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 554,392 | 17,390 | 0 |
18 | 43.7715 | -79.413284 | 3.5 | 121 | 1 | 2 | null | null | null | 0 | 554,392 | 4,187 | 0 |
18 | 43.844822 | -79.383865 | 3 | 103 | 2 | 1 | null | null | null | 0 | 554,392 | 28,908 | 0 |
18 | 43.712228 | -79.681188 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 554,392 | 30,780 | 0 |
18 | 43.805067 | -79.28742 | 3.5 | 22 | 2 | 1 | null | null | null | 0 | 554,392 | 2,054 | 0 |
18 | 43.855305 | -79.256967 | 4 | 27 | 2 | 1 | null | null | null | 0 | 554,392 | 34,689 | 0 |
18 | 43.716649 | -79.45631 | 2.5 | 14 | 2 | 1 | null | null | null | 0 | 554,392 | 12,636 | 0 |
18 | 43.845755 | -79.431828 | 3 | 29 | 1 | 1 | null | null | null | 0 | 554,392 | 24,972 | 0 |
18 | 43.85938 | -79.304338 | 3.5 | 33 | 2 | 1 | null | null | null | 0 | 554,392 | 4,596 | 0 |
18 | 43.737956 | -79.700318 | 4 | 23 | 2 | 1 | null | null | null | 0 | 554,392 | 8,582 | 0 |
18 | 43.864533 | -79.382178 | 3 | 13 | 2 | 1 | null | null | null | 0 | 554,392 | 17,719 | 0 |
18 | 43.775953 | -79.325334 | 3 | 36 | 2 | 1 | null | null | null | 0 | 554,392 | 1,894 | 0 |
18 | 43.678972 | -79.343453 | 4.5 | 51 | 1 | 1 | null | null | null | 0 | 554,392 | 14,605 | 0 |
18 | 43.672513 | -79.387826 | 2.5 | 27 | 1 | 1 | null | null | null | 0 | 554,392 | 22,508 | 0 |
18 | 43.701559 | -79.39763 | 3 | 41 | 1 | 2 | null | null | null | 0 | 554,392 | 10,970 | 0 |
18 | 43.761943 | -79.295856 | 3 | 10 | 2 | 1 | null | null | null | 0 | 554,392 | 13,839 | 0 |
18 | 43.654982 | -79.386524 | 2.5 | 45 | 1 | 0 | null | null | null | 0 | 554,392 | 27,642 | 0 |
18 | 43.657015 | -79.40675 | 4.5 | 45 | 2 | 1 | null | null | null | 0 | 554,392 | 31,570 | 0 |
18 | 43.661661 | -79.383333 | 3 | 39 | 1 | 2 | null | null | null | 0 | 554,392 | 15,440 | 0 |
18 | 43.814403 | -79.323734 | 2.5 | 64 | 2 | 1 | null | null | null | 0 | 554,392 | 19,728 | 0 |
18 | 43.654291 | -79.398685 | 3 | 36 | 1 | 0 | null | null | null | 0 | 554,392 | 34,125 | 0 |
18 | 43.773305 | -79.321704 | 3 | 10 | 2 | 1 | null | null | null | 0 | 554,392 | 14,154 | 0 |
18 | 43.779362 | -79.417417 | 3 | 10 | 2 | 1 | null | null | null | 0 | 554,392 | 1,536 | 0 |
18 | 43.670743 | -79.328165 | 4.5 | 25 | 2 | 1 | null | null | null | 0 | 554,392 | 20,336 | 0 |
18 | 43.680686 | -79.287543 | 3.5 | 22 | 1 | 2 | null | null | null | 0 | 554,392 | 22,542 | 0 |
18 | 43.786352 | -79.481442 | 4 | 77 | 2 | 1 | null | null | null | 0 | 554,392 | 3,572 | 0 |
18 | 43.797598 | -79.426383 | 3 | 40 | 1 | 0 | null | null | null | 0 | 554,392 | 28,108 | 0 |
18 | 43.669242 | -79.336001 | 3.5 | 105 | 1 | 1 | null | null | null | 0 | 554,392 | 14,892 | 0 |
18 | 43.774208 | -79.498333 | 2.5 | 18 | 1 | 2 | null | null | null | 0 | 554,392 | 24,757 | 0 |
18 | 43.795038 | -79.433792 | 3.5 | 78 | 2 | 1 | null | null | null | 0 | 554,392 | 10,978 | 0 |
18 | 43.762401 | -79.490171 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 554,392 | 25,152 | 0 |
18 | 43.84985 | -79.34767 | 3.5 | 14 | 2 | 1 | null | null | null | 0 | 554,392 | 8,433 | 0 |
18 | 43.651647 | -79.397871 | 3.5 | 74 | 1 | 2 | null | null | null | 0 | 554,392 | 9,130 | 0 |
18 | 43.658896 | -79.349192 | 3 | 16 | 0 | 1 | null | null | null | 0 | 554,392 | 4,061 | 0 |
18 | 43.671101 | -79.394933 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 554,392 | 1,022 | 0 |
18 | 43.645852 | -79.387863 | 4 | 10 | 2 | 1 | null | null | null | 0 | 554,392 | 27,292 | 0 |
18 | 43.778223 | -79.414869 | 3 | 44 | 1 | 0 | null | null | null | 0 | 554,392 | 28,530 | 0 |
18 | 43.776012 | -79.414437 | 3.5 | 13 | 1 | 0 | null | null | null | 0 | 554,392 | 4,886 | 0 |
18 | 43.729503 | -79.403561 | 3 | 18 | 1 | 2 | null | null | null | 0 | 554,392 | 20,518 | 0 |
18 | 43.653701 | -79.394858 | 3.5 | 40 | 2 | 1 | null | null | null | 0 | 554,392 | 1,311 | 0 |
18 | 43.711409 | -79.399323 | 3.5 | 100 | 2 | 1 | null | null | null | 0 | 554,392 | 1,064 | 0 |
18 | 43.658449 | -79.441685 | 3.5 | 37 | 1 | 1 | null | null | null | 0 | 554,392 | 26,302 | 0 |
18 | 43.743383 | -79.303908 | 4.5 | 122 | 1 | 1 | null | null | null | 0 | 554,392 | 34,019 | 0 |
18 | 43.64467 | -79.522711 | 4 | 28 | 2 | 1 | null | null | null | 0 | 554,392 | 15,283 | 0 |
18 | 43.647068 | -79.405689 | 3.5 | 102 | 1 | 0 | null | null | null | 0 | 554,392 | 3,421 | 0 |
18 | 43.798263 | -79.318518 | 2.5 | 21 | 1 | 1 | null | null | null | 0 | 554,392 | 29,327 | 0 |
18 | 43.671993 | -79.678713 | 3.5 | 13 | 1 | 2 | null | null | null | 0 | 554,392 | 23,099 | 0 |
18 | 43.664932 | -79.459606 | 2 | 21 | 1 | 0 | null | null | null | 0 | 554,392 | 10,759 | 0 |
18 | 43.825467 | -79.307315 | 3.5 | 16 | 2 | 1 | null | null | null | 0 | 554,392 | 17,518 | 0 |
18 | 43.672218 | -79.289782 | 4 | 24 | 1 | 0 | null | null | null | 0 | 554,392 | 35,801 | 0 |
18 | 43.684308 | -79.347016 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 554,392 | 3,968 | 0 |
18 | 43.844226 | -79.535203 | 3 | 15 | 1 | 2 | null | null | null | 0 | 554,392 | 35,585 | 0 |
14 | 36.136258 | -115.151253 | 2 | 75 | 1 | 1 | null | null | null | 0 | 554,393 | 18,345 | 0 |
14 | 36.136258 | -115.151253 | 3 | 35 | 2 | 1 | null | null | null | 0 | 554,393 | 15,554 | 0 |
14 | 36.136258 | -115.151253 | 4 | 61 | 1 | 2 | null | null | null | 0 | 554,393 | 34,304 | 0 |
14 | 36.092866 | -115.175868 | 3.5 | 847 | 1 | 2 | null | null | null | 0 | 554,393 | 32,852 | 0 |
14 | 36.124735 | -115.170783 | 3.5 | 190 | 2 | 1 | null | null | null | 0 | 554,393 | 25,262 | 0 |
14 | 36.108898 | -115.151261 | 3.5 | 400 | 1 | 2 | null | null | null | 0 | 554,393 | 29,828 | 0 |
14 | 36.111072 | -115.172452 | 3.5 | 1,128 | 1 | 2 | null | null | null | 0 | 554,393 | 11,878 | 0 |
14 | 36.113105 | -115.160233 | 4 | 110 | 1 | 1 | null | null | null | 0 | 554,393 | 2,025 | 0 |
14 | 36.121774 | -115.169229 | 4 | 1,032 | 1 | 2 | null | null | null | 0 | 554,394 | 21,828 | 0 |
14 | 36.180774 | -115.258974 | 4 | 321 | 1 | 1 | null | null | null | 0 | 554,395 | 15,146 | 0 |
14 | 36.17182 | -115.142304 | 4 | 907 | 1 | 2 | null | null | null | 0 | 554,395 | 32,528 | 0 |
14 | 36.175273 | -115.223956 | 4.5 | 12 | 1 | 2 | null | null | null | 0 | 554,395 | 2,923 | 0 |
14 | 36.180774 | -115.258974 | 4 | 321 | 1 | 1 | null | null | null | 0 | 554,395 | 15,146 | 0 |
14 | 36.180109 | -115.17855 | 4 | 13 | 1 | 2 | null | null | null | 0 | 554,395 | 29,702 | 0 |
14 | 36.172777 | -115.145593 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,395 | 15,151 | 0 |
14 | 36.124423 | -115.146372 | 3 | 17 | 1 | 2 | null | null | null | 0 | 554,396 | 33,334 | 0 |
14 | 36.124423 | -115.146372 | 3 | 47 | 1 | 2 | null | null | null | 0 | 554,396 | 29,350 | 0 |
14 | 36.124423 | -115.146372 | 3 | 47 | 1 | 1 | null | null | null | 0 | 554,396 | 26,622 | 0 |
14 | 36.124423 | -115.146372 | 3 | 17 | 1 | 2 | null | null | null | 0 | 554,396 | 33,334 | 0 |
17 | 41.415924 | -81.803052 | 5 | 82 | 1 | 1 | null | null | null | 0 | 554,397 | 28,358 | 0 |
1 | 33.422317 | -111.936309 | 4 | 596 | 1 | 1 | null | null | null | 0 | 554,398 | 17,633 | 0 |
1 | 33.422317 | -111.936309 | 4 | 596 | 1 | 1 | null | null | null | 0 | 554,398 | 17,633 | 0 |
1 | 33.334007 | -111.877382 | 3 | 210 | 1 | 2 | null | null | null | 0 | 554,398 | 24,250 | 0 |
1 | 33.413244 | -111.87358 | 2.5 | 65 | 2 | 1 | null | null | null | 0 | 554,398 | 24,332 | 0 |
1 | 33.36369 | -111.874397 | 3.5 | 111 | 2 | 1 | null | null | null | 0 | 554,398 | 17,219 | 0 |
1 | 33.26122 | -111.884879 | 3.5 | 136 | 1 | 2 | null | null | null | 0 | 554,398 | 34,192 | 0 |
18 | 43.642064 | -79.4324 | 4 | 227 | 0 | 1 | null | null | null | 0 | 554,399 | 21,641 | 0 |
18 | 43.641039 | -79.434324 | 4 | 50 | 1 | 0 | null | null | null | 0 | 554,399 | 1,819 | 0 |
18 | 43.642064 | -79.4324 | 4 | 227 | 0 | 1 | null | null | null | 0 | 554,399 | 21,641 | 0 |
Subsets and Splits