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 | 33.509444 | -112.271832 | 3 | 61 | 1 | 1 | null | null | null | 0 | 118 | 32,662 | 0 |
1 | 33.532863 | -112.260772 | 3 | 120 | 1 | 1 | null | null | null | 0 | 118 | 7,488 | 0 |
1 | 33.59723 | -112.152193 | 3 | 32 | 1 | 2 | null | null | null | 0 | 118 | 24,245 | 0 |
1 | 33.479341 | -112.073688 | 3 | 61 | 1 | 1 | null | null | null | 0 | 118 | 1,289 | 0 |
14 | 36.119371 | -115.173715 | 4.5 | 533 | 1 | 2 | null | null | null | 0 | 119 | 11,277 | 0 |
1 | 33.552504 | -112.134713 | 3.5 | 14 | 1 | 2 | null | null | null | 0 | 120 | 29,778 | 0 |
1 | 33.569389 | -112.074131 | 4 | 239 | 1 | 1 | null | null | null | 0 | 120 | 3,402 | 0 |
1 | 33.465476 | -112.082169 | 4.5 | 690 | 1 | 1 | null | null | null | 0 | 120 | 3,746 | 0 |
1 | 33.595647 | -112.152177 | 4 | 278 | 1 | 2 | null | null | null | 0 | 120 | 34,399 | 0 |
1 | 33.583204 | -112.185717 | 3.5 | 111 | 1 | 1 | null | null | null | 0 | 120 | 20,643 | 0 |
1 | 33.465893 | -111.685827 | 3.5 | 192 | 1 | 2 | null | null | null | 0 | 120 | 16,510 | 0 |
1 | 33.554095 | -112.100138 | 3.5 | 67 | 1 | 1 | null | null | null | 0 | 120 | 20,188 | 0 |
1 | 33.552762 | -112.133257 | 4.5 | 53 | 1 | 1 | null | null | null | 0 | 120 | 28,531 | 0 |
1 | 33.553348 | -112.170899 | 3.5 | 13 | 1 | 2 | null | null | null | 0 | 120 | 29,841 | 0 |
1 | 33.568584 | -112.151302 | 3 | 15 | 1 | 1 | null | null | null | 0 | 120 | 25,578 | 0 |
1 | 33.585606 | -111.976599 | 4.5 | 61 | 1 | 1 | null | null | null | 0 | 120 | 32,155 | 0 |
1 | 33.583171 | -112.184123 | 4 | 41 | 1 | 2 | null | null | null | 0 | 120 | 34,968 | 0 |
1 | 33.576417 | -112.118004 | 3 | 69 | 1 | 2 | null | null | null | 0 | 120 | 351 | 0 |
1 | 33.538461 | -112.184583 | 4.5 | 17 | 1 | 2 | null | null | null | 0 | 120 | 370 | 0 |
1 | 33.584266 | -111.976787 | 2 | 17 | 1 | 1 | null | null | null | 0 | 120 | 34,249 | 0 |
1 | 33.596186 | -112.036124 | 3.5 | 10 | 0 | 1 | null | null | null | 0 | 120 | 5,129 | 0 |
1 | 33.573486 | -112.125764 | 4.5 | 61 | 1 | 1 | null | null | null | 0 | 120 | 31,648 | 0 |
1 | 33.611411 | -112.112965 | 2 | 17 | 1 | 1 | null | null | null | 0 | 120 | 14,050 | 0 |
1 | 33.573752 | -112.124477 | 4.5 | 23 | 1 | 2 | null | null | null | 0 | 120 | 32,019 | 0 |
1 | 33.625151 | -111.941818 | 3 | 146 | 2 | 1 | null | null | null | 0 | 120 | 16,627 | 0 |
1 | 33.465893 | -111.685827 | 3.5 | 192 | 1 | 2 | null | null | null | 0 | 120 | 16,510 | 0 |
1 | 33.553457 | -112.098337 | 3.5 | 91 | 1 | 2 | null | null | null | 0 | 120 | 19,651 | 0 |
1 | 33.583617 | -111.976137 | 4 | 118 | 1 | 2 | null | null | null | 0 | 120 | 2,237 | 0 |
1 | 33.552856 | -112.100092 | 2.5 | 22 | 1 | 2 | null | null | null | 0 | 120 | 29,170 | 0 |
1 | 33.638407 | -112.183795 | 4 | 313 | 1 | 2 | null | null | null | 0 | 120 | 24,994 | 0 |
1 | 33.607114 | -112.062733 | 4.5 | 154 | 1 | 2 | null | null | null | 0 | 120 | 20,571 | 0 |
1 | 33.602745 | -111.983224 | 4 | 11 | 1 | 1 | null | null | null | 0 | 120 | 5,270 | 0 |
1 | 33.599281 | -111.981976 | 3.5 | 58 | 2 | 1 | null | null | null | 0 | 120 | 26,392 | 0 |
1 | 33.566092 | -112.056659 | 4 | 36 | 2 | 1 | null | null | null | 0 | 120 | 16,049 | 0 |
1 | 33.582022 | -112.012003 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 120 | 33,072 | 0 |
1 | 33.574496 | -112.065478 | 4 | 76 | 1 | 2 | null | null | null | 0 | 120 | 33,189 | 0 |
1 | 33.583478 | -112.013456 | 4 | 597 | 1 | 2 | null | null | null | 0 | 120 | 30,805 | 0 |
1 | 33.611238 | -112.16621 | 4 | 88 | 1 | 2 | null | null | null | 0 | 120 | 24,853 | 0 |
1 | 33.624817 | -112.131005 | 4 | 170 | 2 | 1 | null | null | null | 0 | 120 | 218 | 0 |
1 | 33.511471 | -111.986076 | 4.5 | 717 | 1 | 2 | null | null | null | 0 | 120 | 33,269 | 0 |
1 | 33.60681 | -112.06565 | 3 | 80 | 1 | 2 | null | null | null | 0 | 120 | 15,836 | 0 |
1 | 33.457756 | -112.067231 | 4 | 55 | 1 | 0 | null | null | null | 0 | 120 | 25,960 | 0 |
1 | 33.553471 | -112.099212 | 3 | 28 | 1 | 2 | null | null | null | 0 | 120 | 15,944 | 0 |
1 | 33.677854 | -111.978579 | 4 | 25 | 1 | 2 | null | null | null | 0 | 120 | 17,822 | 0 |
1 | 33.54086 | -112.183314 | 4 | 11 | 1 | 0 | null | null | null | 0 | 120 | 316 | 0 |
1 | 33.508269 | -112.031716 | 4.5 | 71 | 1 | 2 | null | null | null | 0 | 120 | 10,074 | 0 |
1 | 33.641789 | -111.994731 | 3.5 | 98 | 1 | 2 | null | null | null | 0 | 120 | 24,989 | 0 |
1 | 33.602472 | -111.978173 | 3.5 | 46 | 1 | 1 | null | null | null | 0 | 120 | 29,265 | 0 |
1 | 33.611848 | -112.183582 | 4 | 150 | 2 | 1 | null | null | null | 0 | 120 | 28,411 | 0 |
1 | 33.583264 | -111.978471 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 120 | 21,141 | 0 |
1 | 33.509939 | -112.100504 | 3 | 13 | 2 | 1 | null | null | null | 0 | 120 | 30,282 | 0 |
1 | 33.654605 | -112.152695 | 3 | 75 | 2 | 1 | null | null | null | 0 | 120 | 19,221 | 0 |
1 | 33.631458 | -112.11195 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 120 | 13,148 | 0 |
1 | 33.68319 | -112.097922 | 3.5 | 118 | 1 | 1 | null | null | null | 0 | 120 | 20,283 | 0 |
1 | 33.425307 | -111.939717 | 3 | 39 | 1 | 1 | null | null | null | 0 | 120 | 30,342 | 0 |
1 | 33.456965 | -112.089245 | 4 | 86 | 0 | 1 | null | null | null | 0 | 120 | 32,134 | 0 |
1 | 33.449749 | -112.075331 | 4.5 | 906 | 1 | 2 | null | null | null | 0 | 120 | 16,404 | 0 |
1 | 33.596568 | -111.976601 | 4.5 | 16 | 1 | 2 | null | null | null | 0 | 120 | 16,680 | 0 |
1 | 33.448425 | -112.074802 | 3.5 | 96 | 1 | 1 | null | null | null | 0 | 120 | 16,780 | 0 |
1 | 33.459525 | -112.168352 | 3 | 16 | 2 | 1 | null | null | null | 0 | 120 | 29,352 | 0 |
1 | 33.602745 | -112.036532 | 4 | 71 | 1 | 2 | null | null | null | 0 | 120 | 4,315 | 0 |
1 | 33.424141 | -111.940074 | 3.5 | 128 | 1 | 2 | null | null | null | 0 | 120 | 1,499 | 0 |
1 | 33.624143 | -112.130226 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 120 | 35,862 | 0 |
1 | 33.569389 | -112.074131 | 4 | 239 | 1 | 1 | null | null | null | 0 | 120 | 3,402 | 0 |
1 | 33.451878 | -112.122275 | 4 | 13 | 2 | 1 | null | null | null | 0 | 120 | 29,896 | 0 |
1 | 33.599378 | -111.989477 | 4 | 393 | 1 | 1 | null | null | null | 0 | 120 | 29,750 | 0 |
1 | 33.508559 | -112.027652 | 3 | 33 | 1 | 2 | null | null | null | 0 | 120 | 28,919 | 0 |
1 | 33.495199 | -112.028587 | 3.5 | 15 | 1 | 1 | null | null | null | 0 | 120 | 1,309 | 0 |
1 | 33.609375 | -112.184782 | 3 | 48 | 2 | 1 | null | null | null | 0 | 120 | 28,412 | 0 |
1 | 33.499814 | -111.923403 | 4 | 57 | 1 | 1 | null | null | null | 0 | 120 | 6,676 | 0 |
1 | 33.538724 | -112.177962 | 1.5 | 11 | 2 | 1 | null | null | null | 0 | 120 | 9,714 | 0 |
1 | 33.524374 | -112.149998 | 4 | 52 | 1 | 2 | null | null | null | 0 | 120 | 31,829 | 0 |
1 | 33.478773 | -112.074492 | 4 | 15 | 1 | 2 | null | null | null | 0 | 120 | 16,522 | 0 |
1 | 33.574199 | -111.904636 | 4.5 | 213 | 2 | 1 | null | null | null | 0 | 120 | 15,112 | 0 |
1 | 33.678615 | -111.974607 | 3 | 34 | 1 | 2 | null | null | null | 0 | 120 | 33,525 | 0 |
1 | 33.797557 | -111.97876 | 2.5 | 90 | 2 | 1 | null | null | null | 0 | 120 | 1,878 | 0 |
1 | 33.640412 | -111.994982 | 1.5 | 11 | 1 | 1 | null | null | null | 0 | 120 | 9,959 | 0 |
1 | 33.62839 | -111.893335 | 4 | 550 | 1 | 2 | null | null | null | 0 | 120 | 28,164 | 0 |
1 | 33.622843 | -111.925351 | 3.5 | 81 | 1 | 2 | null | null | null | 0 | 120 | 15,293 | 0 |
1 | 33.451347 | -111.981089 | 3 | 16 | 1 | 2 | null | null | null | 0 | 120 | 34,025 | 0 |
1 | 33.67213 | -111.890508 | 3.5 | 14 | 1 | 2 | null | null | null | 0 | 120 | 12,678 | 0 |
1 | 33.479677 | -111.986105 | 2.5 | 139 | 1 | 1 | null | null | null | 0 | 120 | 33,300 | 0 |
1 | 33.584063 | -111.97976 | 4 | 455 | 1 | 2 | null | null | null | 0 | 120 | 657 | 0 |
1 | 33.596655 | -112.200736 | 3.5 | 32 | 1 | 1 | null | null | null | 0 | 120 | 34,804 | 0 |
1 | 33.700067 | -111.924849 | 4.5 | 112 | 1 | 2 | null | null | null | 0 | 120 | 5,137 | 0 |
14 | 35.991623 | -115.102851 | 4.5 | 840 | 1 | 1 | null | null | null | 0 | 120 | 14,344 | 0 |
1 | 33.480557 | -112.021773 | 3.5 | 24 | 1 | 2 | null | null | null | 0 | 120 | 16,980 | 0 |
14 | 36.01212 | -115.153241 | 3.5 | 24 | 1 | 2 | null | null | null | 0 | 120 | 17,151 | 0 |
1 | 33.450554 | -112.07411 | 3.5 | 108 | 0 | 1 | null | null | null | 0 | 120 | 8,095 | 0 |
1 | 33.424347 | -111.939836 | 3.5 | 109 | 1 | 1 | null | null | null | 0 | 120 | 13,969 | 0 |
14 | 36.114646 | -115.172816 | 4.5 | 23 | 2 | 1 | null | null | null | 0 | 120 | 15,235 | 0 |
14 | 36.01807 | -115.118584 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 120 | 27,896 | 0 |
1 | 33.499725 | -111.919796 | 3.5 | 55 | 1 | 1 | null | null | null | 0 | 120 | 13,145 | 0 |
1 | 33.640851 | -112.029345 | 2.5 | 19 | 1 | 0 | null | null | null | 0 | 120 | 6,194 | 0 |
14 | 36.057301 | -115.128559 | 3 | 51 | 1 | 2 | null | null | null | 0 | 120 | 5,055 | 0 |
1 | 33.546449 | -112.047285 | 4.5 | 166 | 2 | 1 | null | null | null | 0 | 120 | 27,102 | 0 |
1 | 33.492301 | -111.923019 | 4 | 34 | 1 | 2 | null | null | null | 0 | 120 | 1,430 | 0 |
1 | 33.446272 | -112.089368 | 4 | 26 | 2 | 1 | null | null | null | 0 | 120 | 17,320 | 0 |
1 | 33.511946 | -112.074146 | 3 | 69 | 1 | 1 | null | null | null | 0 | 120 | 22,569 | 0 |
1 | 33.455016 | -112.0387 | 4 | 82 | 1 | 2 | null | null | null | 0 | 120 | 11,833 | 0 |
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