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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | 40.440423 | -79.997205 | 4 | 82 | 1 | 2 | null | null | null | 0 | 135 | 34,109 | 0 |
19 | 40.466497 | -79.964821 | 3 | 35 | 1 | 2 | null | null | null | 0 | 135 | 3,124 | 0 |
19 | 40.438522 | -79.954807 | 3 | 14 | 1 | 1 | null | null | null | 0 | 135 | 11,145 | 0 |
19 | 40.486729 | -79.973769 | 4 | 19 | 1 | 1 | null | null | null | 0 | 135 | 29,335 | 0 |
19 | 40.530037 | -80.009664 | 3.5 | 22 | 2 | 1 | null | null | null | 0 | 135 | 33,274 | 0 |
19 | 40.444206 | -79.995528 | 4 | 26 | 2 | 1 | null | null | null | 0 | 135 | 15,798 | 0 |
19 | 40.388521 | -80.042494 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 135 | 21,555 | 0 |
19 | 40.392238 | -79.997446 | 3 | 14 | 1 | 1 | null | null | null | 0 | 135 | 33,650 | 0 |
19 | 40.465665 | -79.955744 | 4.5 | 82 | 1 | 1 | null | null | null | 0 | 135 | 33,119 | 0 |
19 | 40.441592 | -79.957276 | 4.5 | 101 | 1 | 0 | null | null | null | 0 | 135 | 15,347 | 0 |
19 | 40.454037 | -79.981464 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 135 | 24,985 | 0 |
19 | 40.426566 | -79.965931 | 2.5 | 15 | 0 | 1 | null | null | null | 0 | 135 | 12,449 | 0 |
19 | 40.440941 | -80.006137 | 4 | 131 | 1 | 2 | null | null | null | 0 | 135 | 16,088 | 0 |
19 | 40.396631 | -80.035797 | 4 | 49 | 1 | 1 | null | null | null | 0 | 135 | 27,890 | 0 |
19 | 40.428796 | -79.976795 | 3 | 16 | 1 | 1 | null | null | null | 0 | 135 | 27,650 | 0 |
19 | 40.442653 | -79.999817 | 3.5 | 49 | 2 | 1 | null | null | null | 0 | 135 | 31,805 | 0 |
19 | 40.428173 | -79.97535 | 4.5 | 103 | 1 | 2 | null | null | null | 0 | 135 | 1,509 | 0 |
19 | 40.469473 | -79.961748 | 3.5 | 43 | 1 | 2 | null | null | null | 0 | 135 | 7,261 | 0 |
19 | 40.448931 | -80.140985 | 3 | 21 | 1 | 2 | null | null | null | 0 | 135 | 26,417 | 0 |
19 | 40.389079 | -80.049528 | 3.5 | 60 | 1 | 2 | null | null | null | 0 | 135 | 34,364 | 0 |
19 | 40.396469 | -80.084942 | 4 | 14 | 1 | 2 | null | null | null | 0 | 135 | 29,085 | 0 |
19 | 40.391956 | -79.987408 | 3 | 14 | 0 | 1 | null | null | null | 0 | 135 | 8,857 | 0 |
19 | 40.450637 | -80.160586 | 3 | 60 | 1 | 1 | null | null | null | 0 | 135 | 3,989 | 0 |
19 | 40.339812 | -79.965456 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 135 | 34,237 | 0 |
19 | 40.395247 | -80.022433 | 4.5 | 54 | 1 | 2 | null | null | null | 0 | 135 | 26,449 | 0 |
19 | 40.352744 | -80.051873 | 4 | 28 | 1 | 2 | null | null | null | 0 | 135 | 23,532 | 0 |
19 | 40.493926 | -80.064692 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 135 | 29,937 | 0 |
19 | 40.429044 | -79.983086 | 4.5 | 111 | 1 | 2 | null | null | null | 0 | 135 | 32,168 | 0 |
19 | 40.279002 | -80.083523 | 3 | 13 | 1 | 2 | null | null | null | 0 | 135 | 36,116 | 0 |
19 | 40.448934 | -80.142341 | 3 | 21 | 1 | 2 | null | null | null | 0 | 135 | 35,047 | 0 |
19 | 40.445901 | -80.011255 | 2.5 | 18 | 1 | 1 | null | null | null | 0 | 135 | 27,272 | 0 |
19 | 40.338482 | -79.968863 | 2 | 67 | 1 | 0 | null | null | null | 0 | 135 | 21,673 | 0 |
19 | 40.44341 | -79.997046 | 4 | 36 | 1 | 2 | null | null | null | 0 | 135 | 9,146 | 0 |
19 | 40.338432 | -79.951869 | 3.5 | 29 | 1 | 0 | null | null | null | 0 | 135 | 14,117 | 0 |
19 | 40.438485 | -80.019282 | 2 | 45 | 0 | 1 | null | null | null | 0 | 135 | 14,923 | 0 |
19 | 40.369472 | -80.105083 | 3 | 54 | 1 | 0 | null | null | null | 0 | 135 | 3,317 | 0 |
19 | 40.420751 | -80.064163 | 3.5 | 24 | 2 | 1 | null | null | null | 0 | 135 | 2,943 | 0 |
19 | 40.442228 | -80.003107 | 3.5 | 10 | 0 | 1 | null | null | null | 0 | 135 | 20,211 | 0 |
19 | 40.447151 | -80.006409 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 135 | 12,468 | 0 |
19 | 40.428833 | -79.982204 | 4 | 14 | 1 | 2 | null | null | null | 0 | 135 | 25,174 | 0 |
19 | 40.496348 | -80.057618 | 3 | 18 | 1 | 1 | null | null | null | 0 | 135 | 16,065 | 0 |
19 | 40.440636 | -79.996631 | 2.5 | 49 | 1 | 2 | null | null | null | 0 | 135 | 7,304 | 0 |
14 | 36.117735 | -115.171714 | 3 | 1,105 | 1 | 2 | null | null | null | 0 | 136 | 29,732 | 0 |
14 | 36.117735 | -115.171714 | 3 | 1,105 | 1 | 2 | null | null | null | 0 | 137 | 29,732 | 0 |
18 | 43.645859 | -79.392753 | 3 | 106 | 2 | 1 | null | null | null | 0 | 138 | 9,797 | 0 |
18 | 43.65068 | -79.359526 | 3.5 | 55 | 1 | 1 | null | null | null | 0 | 138 | 22,030 | 0 |
18 | 43.665587 | -79.469824 | 3.5 | 113 | 1 | 2 | null | null | null | 0 | 138 | 14,983 | 0 |
18 | 43.648533 | -79.397303 | 4 | 311 | 1 | 1 | null | null | null | 0 | 138 | 20,027 | 0 |
18 | 43.677338 | -79.352841 | 2.5 | 13 | 1 | 2 | null | null | null | 0 | 138 | 5,038 | 0 |
18 | 43.655808 | -79.409905 | 4 | 39 | 1 | 2 | null | null | null | 0 | 138 | 10,567 | 0 |
18 | 43.652774 | -79.3994 | 4 | 36 | 2 | 1 | null | null | null | 0 | 138 | 4,608 | 0 |
18 | 43.644065 | -79.403361 | 1.5 | 28 | 1 | 1 | null | null | null | 0 | 138 | 16,629 | 0 |
18 | 43.643447 | -79.422665 | 3 | 37 | 1 | 0 | null | null | null | 0 | 138 | 17,839 | 0 |
18 | 43.646095 | -79.408894 | 3.5 | 53 | 1 | 0 | null | null | null | 0 | 138 | 8,312 | 0 |
18 | 43.646818 | -79.404245 | 3 | 18 | 1 | 1 | null | null | null | 0 | 138 | 23,374 | 0 |
18 | 43.643357 | -79.406265 | 3 | 14 | 0 | 1 | null | null | null | 0 | 138 | 30,064 | 0 |
18 | 43.64755 | -79.403865 | 4 | 264 | 1 | 1 | null | null | null | 0 | 138 | 9,258 | 0 |
18 | 43.644119 | -79.400963 | 3.5 | 48 | 2 | 1 | null | null | null | 0 | 138 | 3,643 | 0 |
18 | 43.647615 | -79.402618 | 4 | 23 | 2 | 1 | null | null | null | 0 | 138 | 12,537 | 0 |
18 | 43.644989 | -79.416228 | 3.5 | 195 | 1 | 2 | null | null | null | 0 | 138 | 6,569 | 0 |
18 | 43.643244 | -79.447718 | 4.5 | 16 | 0 | 1 | null | null | null | 0 | 138 | 14,851 | 0 |
18 | 43.651346 | -79.475294 | 3.5 | 72 | 1 | 2 | null | null | null | 0 | 138 | 645 | 0 |
18 | 43.673972 | -79.396098 | 3.5 | 42 | 1 | 1 | null | null | null | 0 | 138 | 2,492 | 0 |
18 | 43.653862 | -79.395197 | 3.5 | 193 | 1 | 0 | null | null | null | 0 | 138 | 4,005 | 0 |
18 | 43.653862 | -79.395197 | 3.5 | 193 | 1 | 0 | null | null | null | 0 | 138 | 4,005 | 0 |
18 | 43.655088 | -79.385179 | 3.5 | 144 | 1 | 0 | null | null | null | 0 | 138 | 19,153 | 0 |
18 | 43.648667 | -79.390427 | 3 | 101 | 1 | 1 | null | null | null | 0 | 138 | 30,920 | 0 |
18 | 43.663909 | -79.394484 | 4 | 18 | 1 | 2 | null | null | null | 0 | 138 | 7,214 | 0 |
18 | 43.667228 | -79.378975 | 3.5 | 57 | 1 | 0 | null | null | null | 0 | 138 | 28,106 | 0 |
18 | 43.656051 | -79.402613 | 3.5 | 133 | 1 | 2 | null | null | null | 0 | 138 | 22,055 | 0 |
1 | 33.480492 | -112.049023 | 4 | 186 | 1 | 1 | null | null | null | 0 | 139 | 21,055 | 0 |
1 | 33.493331 | -111.932108 | 3 | 381 | 1 | 2 | null | null | null | 0 | 139 | 29,975 | 0 |
1 | 33.493773 | -111.925924 | 3.5 | 513 | 1 | 2 | null | null | null | 0 | 139 | 5,498 | 0 |
1 | 33.483292 | -111.926713 | 4 | 525 | 1 | 2 | null | null | null | 0 | 139 | 22,038 | 0 |
1 | 33.483292 | -111.926713 | 4 | 525 | 1 | 2 | null | null | null | 0 | 139 | 22,038 | 0 |
1 | 33.484031 | -112.047999 | 4.5 | 143 | 1 | 1 | null | null | null | 0 | 139 | 1,087 | 0 |
1 | 33.4808 | -112.020797 | 3.5 | 106 | 1 | 1 | null | null | null | 0 | 139 | 14,463 | 0 |
1 | 33.479977 | -112.032087 | 3.5 | 161 | 1 | 2 | null | null | null | 0 | 139 | 31,863 | 0 |
1 | 33.508533 | -112.029067 | 3.5 | 164 | 1 | 2 | null | null | null | 0 | 139 | 35,242 | 0 |
1 | 33.628229 | -112.052655 | 2.5 | 29 | 1 | 1 | null | null | null | 0 | 139 | 7,977 | 0 |
1 | 33.522218 | -112.064246 | 4 | 192 | 1 | 2 | null | null | null | 0 | 139 | 8,689 | 0 |
1 | 33.524075 | -112.048411 | 3.5 | 240 | 1 | 2 | null | null | null | 0 | 139 | 25,651 | 0 |
1 | 33.492905 | -111.927749 | 4 | 679 | 1 | 2 | null | null | null | 0 | 139 | 18,337 | 0 |
1 | 33.583068 | -111.976258 | 3.5 | 39 | 1 | 1 | null | null | null | 0 | 139 | 30,219 | 0 |
1 | 33.494594 | -111.989345 | 4 | 337 | 1 | 2 | null | null | null | 0 | 139 | 30,543 | 0 |
1 | 33.495389 | -112.031035 | 3 | 55 | 1 | 2 | null | null | null | 0 | 139 | 15,041 | 0 |
1 | 33.606055 | -112.0664 | 4 | 34 | 1 | 2 | null | null | null | 0 | 139 | 14,533 | 0 |
1 | 33.610058 | -111.926628 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 139 | 1,237 | 0 |
1 | 33.610058 | -111.926628 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 139 | 1,237 | 0 |
1 | 33.599504 | -111.981756 | 3 | 77 | 1 | 1 | null | null | null | 0 | 139 | 26,688 | 0 |
1 | 33.480832 | -112.006989 | 3 | 107 | 2 | 1 | null | null | null | 0 | 139 | 6,416 | 0 |
1 | 33.480157 | -111.993709 | 4 | 419 | 1 | 2 | null | null | null | 0 | 139 | 15,392 | 0 |
1 | 33.477 | -112.064825 | 4 | 38 | 1 | 2 | null | null | null | 0 | 139 | 3,247 | 0 |
1 | 33.476628 | -112.0129 | 4 | 164 | 2 | 1 | null | null | null | 0 | 139 | 22,854 | 0 |
1 | 33.67681 | -111.966607 | 3.5 | 296 | 1 | 2 | null | null | null | 0 | 139 | 3,997 | 0 |
1 | 33.480557 | -112.021773 | 3.5 | 24 | 1 | 2 | null | null | null | 0 | 139 | 16,980 | 0 |
1 | 33.494456 | -111.987432 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 139 | 3,464 | 0 |
1 | 33.49866 | -111.926368 | 4 | 342 | 1 | 2 | null | null | null | 0 | 139 | 29,911 | 0 |
14 | 36.158475 | -115.12655 | 4.5 | 1,363 | 1 | 2 | null | null | null | 0 | 140 | 7,752 | 0 |
14 | 36.159938 | -115.147453 | 4.5 | 547 | 2 | 1 | null | null | null | 0 | 141 | 36,122 | 0 |
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