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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | 36.124604 | -115.168988 | 3.5 | 614 | 1 | 2 | null | null | null | 0 | 554,326 | 14,493 | 0 |
14 | 36.11808 | -115.172432 | 3.5 | 2,674 | 1 | 1 | null | null | null | 0 | 554,326 | 10,600 | 0 |
14 | 36.129417 | -115.166117 | 4 | 700 | 1 | 1 | null | null | null | 0 | 554,326 | 19,996 | 0 |
14 | 36.118933 | -115.173752 | 4.5 | 2,024 | 1 | 2 | null | null | null | 0 | 554,326 | 10,827 | 0 |
14 | 36.116137 | -115.175053 | 3 | 72 | 1 | 2 | null | null | null | 0 | 554,326 | 33,089 | 0 |
14 | 36.124268 | -115.169507 | 2.5 | 329 | 1 | 2 | null | null | null | 0 | 554,326 | 1,323 | 0 |
14 | 36.116219 | -115.174572 | 3 | 68 | 2 | 1 | null | null | null | 0 | 554,326 | 11,889 | 0 |
14 | 36.121822 | -115.168855 | 4 | 2,490 | 1 | 1 | null | null | null | 0 | 554,326 | 14,101 | 0 |
14 | 36.117453 | -115.176688 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,326 | 17,583 | 0 |
14 | 36.117125 | -115.174793 | 4 | 3,012 | 1 | 1 | null | null | null | 0 | 554,326 | 19,620 | 0 |
14 | 36.115992 | -115.171309 | 3.5 | 164 | 1 | 2 | null | null | null | 0 | 554,326 | 432 | 0 |
14 | 36.11753 | -115.169618 | 3.5 | 526 | 1 | 2 | null | null | null | 0 | 554,326 | 7,287 | 0 |
14 | 36.114277 | -115.170976 | 3 | 14 | 1 | 1 | null | null | null | 0 | 554,326 | 28,426 | 0 |
14 | 36.11569 | -115.171394 | 3 | 12 | 1 | 2 | null | null | null | 0 | 554,326 | 33,091 | 0 |
14 | 36.127224 | -115.171551 | 2.5 | 13 | 2 | 1 | null | null | null | 0 | 554,326 | 9,967 | 0 |
14 | 36.114145 | -115.171989 | 4 | 108 | 2 | 1 | null | null | null | 0 | 554,326 | 3,754 | 0 |
14 | 36.128561 | -115.17113 | 3.5 | 22 | 2 | 1 | null | null | null | 0 | 554,326 | 3,579 | 0 |
14 | 36.12269 | -115.170194 | 3 | 88 | 1 | 2 | null | null | null | 0 | 554,326 | 30,990 | 0 |
14 | 36.122643 | -115.170356 | 3 | 2,094 | 1 | 1 | null | null | null | 0 | 554,326 | 8,606 | 0 |
14 | 36.112358 | -115.170221 | 1.5 | 84 | 1 | 2 | null | null | null | 0 | 554,326 | 26,482 | 0 |
14 | 36.114321 | -115.170866 | 3.5 | 91 | 1 | 2 | null | null | null | 0 | 554,327 | 14,096 | 0 |
21 | 45.47023 | -73.831201 | 2.5 | 16 | 1 | 1 | null | null | null | 0 | 554,328 | 18,193 | 0 |
21 | 45.484017 | -73.803674 | 3.5 | 76 | 1 | 1 | null | null | null | 0 | 554,328 | 11,844 | 0 |
21 | 45.472082 | -73.61235 | 4 | 27 | 0 | 1 | null | null | null | 0 | 554,328 | 27,836 | 0 |
21 | 45.47272 | -73.610956 | 4.5 | 83 | 1 | 2 | null | null | null | 0 | 554,328 | 172 | 0 |
21 | 45.484017 | -73.803674 | 3.5 | 76 | 1 | 1 | null | null | null | 0 | 554,328 | 11,844 | 0 |
21 | 45.47023 | -73.831201 | 2.5 | 16 | 1 | 1 | null | null | null | 0 | 554,328 | 18,193 | 0 |
21 | 45.485142 | -73.803744 | 3 | 33 | 1 | 2 | null | null | null | 0 | 554,328 | 30,922 | 0 |
21 | 45.485142 | -73.803744 | 3 | 33 | 1 | 2 | null | null | null | 0 | 554,328 | 30,922 | 0 |
21 | 45.449047 | -73.609315 | 4 | 12 | 2 | 1 | null | null | null | 0 | 554,328 | 17,524 | 0 |
21 | 45.469653 | -73.617834 | 4.5 | 39 | 2 | 1 | null | null | null | 0 | 554,328 | 14,348 | 0 |
21 | 45.46211 | -73.621762 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 554,328 | 27,080 | 0 |
21 | 45.46769 | -73.638412 | 4 | 16 | 2 | 1 | null | null | null | 0 | 554,328 | 15,333 | 0 |
21 | 45.467936 | -73.621392 | 4 | 19 | 2 | 1 | null | null | null | 0 | 554,328 | 2,107 | 0 |
21 | 45.458325 | -73.749247 | 2.5 | 20 | 1 | 1 | null | null | null | 0 | 554,328 | 29,143 | 0 |
21 | 45.452986 | -73.735603 | 3.5 | 29 | 2 | 1 | null | null | null | 0 | 554,328 | 26,306 | 0 |
21 | 45.46961 | -73.618324 | 4 | 16 | 2 | 1 | null | null | null | 0 | 554,328 | 6,937 | 0 |
21 | 45.46491 | -73.785828 | 4.5 | 17 | 2 | 1 | null | null | null | 0 | 554,328 | 23,962 | 0 |
21 | 45.469833 | -73.608586 | 3 | 12 | 2 | 1 | null | null | null | 0 | 554,328 | 14,036 | 0 |
21 | 45.46906 | -73.618356 | 4 | 31 | 1 | 0 | null | null | null | 0 | 554,328 | 8,417 | 0 |
21 | 45.47272 | -73.610956 | 4.5 | 83 | 1 | 2 | null | null | null | 0 | 554,328 | 172 | 0 |
21 | 45.469292 | -73.617952 | 3.5 | 31 | 1 | 0 | null | null | null | 0 | 554,328 | 31,103 | 0 |
21 | 45.462872 | -73.571196 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 554,328 | 30,198 | 0 |
21 | 45.456099 | -73.753125 | 2 | 73 | 2 | 1 | null | null | null | 0 | 554,328 | 2,070 | 0 |
21 | 45.491648 | -73.582084 | 3.5 | 65 | 2 | 1 | null | null | null | 0 | 554,328 | 34,124 | 0 |
21 | 45.482933 | -73.629611 | 4.5 | 11 | 0 | 1 | null | null | null | 0 | 554,328 | 32,447 | 0 |
21 | 45.488479 | -73.568194 | 3.5 | 29 | 2 | 1 | null | null | null | 0 | 554,328 | 26,965 | 0 |
21 | 45.480755 | -73.578898 | 2.5 | 23 | 2 | 1 | null | null | null | 0 | 554,328 | 29,535 | 0 |
21 | 45.475492 | -73.607689 | 4 | 34 | 1 | 1 | null | null | null | 0 | 554,328 | 18,964 | 0 |
21 | 45.45775 | -73.748386 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 554,328 | 4,284 | 0 |
21 | 45.458715 | -73.822842 | 3 | 31 | 1 | 1 | null | null | null | 0 | 554,328 | 24,262 | 0 |
21 | 45.466584 | -73.62357 | 4 | 13 | 2 | 1 | null | null | null | 0 | 554,328 | 24,829 | 0 |
21 | 45.469769 | -73.608037 | 4 | 25 | 2 | 1 | null | null | null | 0 | 554,328 | 21,445 | 0 |
21 | 45.48762 | -73.586567 | 3 | 25 | 1 | 2 | null | null | null | 0 | 554,328 | 5,660 | 0 |
21 | 45.458843 | -73.626937 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 554,328 | 647 | 0 |
21 | 45.453284 | -73.645972 | 3.5 | 47 | 1 | 1 | null | null | null | 0 | 554,328 | 27,498 | 0 |
21 | 45.486253 | -73.587513 | 4 | 34 | 1 | 2 | null | null | null | 0 | 554,328 | 4,031 | 0 |
14 | 36.109754 | -115.173873 | 3.5 | 498 | 1 | 2 | null | null | null | 0 | 554,329 | 10,647 | 0 |
14 | 36.109754 | -115.173873 | 4.5 | 165 | 1 | 1 | null | null | null | 0 | 554,329 | 29,192 | 0 |
14 | 36.109754 | -115.173873 | 3.5 | 498 | 1 | 2 | null | null | null | 0 | 554,329 | 10,647 | 0 |
14 | 36.109754 | -115.173873 | 3.5 | 1,126 | 1 | 2 | null | null | null | 0 | 554,329 | 11,958 | 0 |
14 | 36.115023 | -115.171781 | 3 | 150 | 1 | 2 | null | null | null | 0 | 554,329 | 22,699 | 0 |
14 | 36.162236 | -115.062104 | 1.5 | 10 | 2 | 1 | null | null | null | 0 | 554,329 | 1,502 | 0 |
9 | 40.116214 | -88.207915 | 3.5 | 83 | 1 | 2 | null | null | null | 0 | 554,329 | 20,664 | 0 |
17 | 41.314302 | -81.784687 | 3.5 | 17 | 1 | 1 | null | null | null | 0 | 554,329 | 10,550 | 0 |
14 | 36.127512 | -115.168869 | 4 | 666 | 1 | 2 | null | null | null | 0 | 554,330 | 16,254 | 0 |
14 | 36.112527 | -115.171351 | 3.5 | 480 | 1 | 1 | null | null | null | 0 | 554,330 | 4,303 | 0 |
14 | 36.112527 | -115.171351 | 3.5 | 480 | 1 | 1 | null | null | null | 0 | 554,330 | 4,303 | 0 |
14 | 36.113826 | -115.171499 | 3.5 | 944 | 1 | 1 | null | null | null | 0 | 554,330 | 35,589 | 0 |
14 | 36.124727 | -115.171765 | 2.5 | 115 | 1 | 2 | null | null | null | 0 | 554,330 | 18,291 | 0 |
14 | 36.116418 | -115.171345 | 2 | 372 | 1 | 1 | null | null | null | 0 | 554,330 | 13,394 | 0 |
14 | 36.121792 | -115.169553 | 3.5 | 140 | 1 | 2 | null | null | null | 0 | 554,330 | 3,509 | 0 |
14 | 36.108228 | -115.171869 | 4.5 | 4,869 | 1 | 1 | null | null | null | 0 | 554,330 | 8,350 | 0 |
14 | 36.127224 | -115.171551 | 4 | 119 | 1 | 1 | null | null | null | 0 | 554,330 | 25,099 | 0 |
14 | 36.12269 | -115.170194 | 4.5 | 264 | 1 | 2 | null | null | null | 0 | 554,330 | 25,106 | 0 |
14 | 36.127207 | -115.168874 | 4 | 270 | 1 | 2 | null | null | null | 0 | 554,330 | 21,770 | 0 |
14 | 36.108898 | -115.151261 | 3.5 | 400 | 1 | 2 | null | null | null | 0 | 554,330 | 29,828 | 0 |
14 | 36.056926 | -115.056101 | 3 | 20 | 1 | 2 | null | null | null | 0 | 554,330 | 6,398 | 0 |
14 | 36.034573 | -115.0978 | 3 | 66 | 1 | 2 | null | null | null | 0 | 554,330 | 22,218 | 0 |
1 | 33.480203 | -111.982553 | 4.5 | 164 | 1 | 2 | null | null | null | 0 | 554,330 | 18,610 | 0 |
14 | 36.118998 | -115.170383 | 3 | 568 | 1 | 1 | null | null | null | 0 | 554,330 | 18,419 | 0 |
14 | 35.965173 | -115.168773 | 3.5 | 222 | 1 | 2 | null | null | null | 0 | 554,330 | 18,196 | 0 |
1 | 33.501241 | -111.9314 | 4.5 | 785 | 1 | 1 | null | null | null | 0 | 554,330 | 17,417 | 0 |
1 | 33.637798 | -112.168226 | 2 | 10 | 2 | 1 | null | null | null | 0 | 554,330 | 20,589 | 0 |
1 | 33.611249 | -112.186675 | 4.5 | 30 | 1 | 1 | null | null | null | 0 | 554,330 | 32,619 | 0 |
18 | 43.648683 | -79.397329 | 3 | 63 | 2 | 1 | null | null | null | 0 | 554,331 | 21,116 | 0 |
18 | 43.648683 | -79.397329 | 4 | 11 | 1 | 1 | null | null | null | 0 | 554,331 | 1,606 | 0 |
18 | 43.644412 | -79.400125 | 3 | 100 | 1 | 0 | null | null | null | 0 | 554,331 | 35,340 | 0 |
18 | 43.649591 | -79.420385 | 3.5 | 355 | 1 | 2 | null | null | null | 0 | 554,331 | 29,371 | 0 |
18 | 43.644503 | -79.398811 | 4 | 64 | 2 | 1 | null | null | null | 0 | 554,331 | 2,964 | 0 |
18 | 43.648332 | -79.397459 | 4 | 15 | 1 | 1 | null | null | null | 0 | 554,331 | 21,092 | 0 |
18 | 43.648377 | -79.397401 | 3 | 254 | 1 | 2 | null | null | null | 0 | 554,331 | 22,621 | 0 |
18 | 43.649591 | -79.420385 | 3.5 | 355 | 1 | 2 | null | null | null | 0 | 554,331 | 29,371 | 0 |
18 | 43.647024 | -79.417024 | 4 | 12 | 2 | 1 | null | null | null | 0 | 554,331 | 32,859 | 0 |
18 | 43.647068 | -79.405689 | 3.5 | 102 | 1 | 0 | null | null | null | 0 | 554,331 | 3,421 | 0 |
18 | 43.649066 | -79.420338 | 4 | 59 | 0 | 1 | null | null | null | 0 | 554,331 | 11,485 | 0 |
18 | 43.648071 | -79.400286 | 4 | 303 | 1 | 0 | null | null | null | 0 | 554,331 | 25,570 | 0 |
18 | 43.644878 | -79.398798 | 4 | 379 | 2 | 1 | null | null | null | 0 | 554,331 | 18,388 | 0 |
18 | 43.647939 | -79.400349 | 4 | 65 | 1 | 0 | null | null | null | 0 | 554,331 | 1,376 | 0 |
18 | 43.644499 | -79.399761 | 3.5 | 32 | 1 | 0 | null | null | null | 0 | 554,331 | 33,823 | 0 |
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