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 | 36.125173 | -115.205299 | 3.5 | 467 | 1 | 2 | null | null | null | 0 | 155 | 22,638 | 0 |
14 | 36.159634 | -115.232721 | 4 | 66 | 1 | 2 | null | null | null | 0 | 155 | 8,817 | 0 |
14 | 36.114483 | -115.194814 | 3 | 114 | 1 | 2 | null | null | null | 0 | 155 | 17,222 | 0 |
14 | 36.114805 | -115.277832 | 4.5 | 19 | 2 | 1 | null | null | null | 0 | 155 | 1,848 | 0 |
14 | 36.108414 | -115.27816 | 4 | 122 | 2 | 1 | null | null | null | 0 | 155 | 30,000 | 0 |
14 | 36.161705 | -115.173418 | 3.5 | 51 | 1 | 1 | null | null | null | 0 | 155 | 22,412 | 0 |
14 | 36.113845 | -115.175391 | 3.5 | 605 | 1 | 1 | null | null | null | 0 | 155 | 14,840 | 0 |
14 | 36.129742 | -115.277831 | 3 | 13 | 2 | 1 | null | null | null | 0 | 155 | 32,995 | 0 |
14 | 36.097616 | -115.297818 | 3 | 47 | 1 | 2 | null | null | null | 0 | 155 | 28,631 | 0 |
14 | 36.14283 | -115.268752 | 4.5 | 188 | 1 | 1 | null | null | null | 0 | 155 | 17,786 | 0 |
14 | 36.159932 | -115.222205 | 4 | 36 | 1 | 2 | null | null | null | 0 | 155 | 14,013 | 0 |
14 | 36.098909 | -115.175557 | 2.5 | 309 | 2 | 1 | null | null | null | 0 | 155 | 10,212 | 0 |
14 | 36.148739 | -115.332717 | 4 | 261 | 1 | 2 | null | null | null | 0 | 155 | 28,994 | 0 |
14 | 36.112358 | -115.170221 | 3 | 485 | 1 | 2 | null | null | null | 0 | 155 | 20,528 | 0 |
14 | 36.14496 | -115.332682 | 3.5 | 273 | 2 | 1 | null | null | null | 0 | 155 | 9,081 | 0 |
14 | 36.126194 | -115.193445 | 3.5 | 2,594 | 1 | 2 | null | null | null | 0 | 155 | 35,476 | 0 |
14 | 36.109496 | -115.172363 | 4 | 443 | 2 | 1 | null | null | null | 0 | 155 | 33,163 | 0 |
14 | 36.142869 | -115.174977 | 1.5 | 14 | 1 | 1 | null | null | null | 0 | 155 | 16,499 | 0 |
14 | 36.099532 | -115.198363 | 4.5 | 24 | 2 | 1 | null | null | null | 0 | 155 | 9,132 | 0 |
14 | 36.143362 | -115.298112 | 4 | 149 | 2 | 1 | null | null | null | 0 | 155 | 25,717 | 0 |
14 | 36.116922 | -115.175011 | 4 | 426 | 1 | 2 | null | null | null | 0 | 155 | 25,249 | 0 |
1 | 33.670815 | -112.240359 | 4.5 | 132 | 1 | 2 | null | null | null | 0 | 156 | 3,035 | 0 |
1 | 33.465756 | -111.971828 | 3.5 | 262 | 1 | 1 | null | null | null | 0 | 156 | 635 | 0 |
1 | 33.509826 | -111.987098 | 3 | 238 | 1 | 1 | null | null | null | 0 | 156 | 30,384 | 0 |
1 | 33.625993 | -111.977426 | 3 | 20 | 1 | 2 | null | null | null | 0 | 156 | 18,630 | 0 |
1 | 33.639158 | -112.18511 | 3 | 25 | 1 | 1 | null | null | null | 0 | 156 | 36,172 | 0 |
1 | 33.640375 | -112.224989 | 4.5 | 36 | 2 | 1 | null | null | null | 0 | 156 | 31,327 | 0 |
1 | 33.662726 | -112.187541 | 4 | 22 | 0 | 1 | null | null | null | 0 | 156 | 23,303 | 0 |
1 | 33.670815 | -112.240359 | 4.5 | 132 | 1 | 2 | null | null | null | 0 | 156 | 3,035 | 0 |
1 | 33.637753 | -111.926266 | 4 | 157 | 1 | 1 | null | null | null | 0 | 156 | 22,042 | 0 |
1 | 33.581452 | -111.927895 | 4 | 61 | 1 | 2 | null | null | null | 0 | 156 | 14,753 | 0 |
1 | 33.637858 | -112.204467 | 3.5 | 184 | 1 | 2 | null | null | null | 0 | 156 | 9,792 | 0 |
1 | 33.508555 | -112.027138 | 4.5 | 451 | 1 | 2 | null | null | null | 0 | 156 | 34,878 | 0 |
1 | 33.655684 | -111.930028 | 4 | 43 | 2 | 1 | null | null | null | 0 | 156 | 3,011 | 0 |
1 | 33.509564 | -112.040879 | 4 | 278 | 1 | 1 | null | null | null | 0 | 156 | 18,500 | 0 |
1 | 33.465985 | -112.054037 | 2 | 15 | 2 | 1 | null | null | null | 0 | 156 | 23,165 | 0 |
1 | 33.603741 | -111.9863 | 4 | 75 | 1 | 2 | null | null | null | 0 | 156 | 32,665 | 0 |
1 | 33.502143 | -112.056506 | 4 | 63 | 1 | 2 | null | null | null | 0 | 156 | 11,783 | 0 |
1 | 33.508065 | -112.065452 | 4.5 | 16 | 1 | 2 | null | null | null | 0 | 156 | 10,319 | 0 |
1 | 33.494275 | -111.98725 | 3.5 | 89 | 1 | 2 | null | null | null | 0 | 156 | 20,181 | 0 |
1 | 33.470887 | -112.064765 | 3.5 | 402 | 1 | 2 | null | null | null | 0 | 156 | 18,931 | 0 |
19 | 40.438019 | -79.954209 | 3.5 | 248 | 1 | 1 | null | null | null | 0 | 157 | 1,558 | 0 |
19 | 40.438019 | -79.954209 | 3.5 | 248 | 1 | 1 | null | null | null | 0 | 157 | 1,558 | 0 |
19 | 40.439218 | -79.959718 | 4 | 34 | 2 | 1 | null | null | null | 0 | 157 | 27,432 | 0 |
19 | 40.438913 | -79.993994 | 3 | 16 | 2 | 1 | null | null | null | 0 | 157 | 34,886 | 0 |
19 | 40.438516 | -79.998325 | 4 | 47 | 1 | 2 | null | null | null | 0 | 157 | 13,121 | 0 |
19 | 40.439473 | -79.958244 | 3.5 | 36 | 2 | 1 | null | null | null | 0 | 157 | 12,702 | 0 |
14 | 36.109754 | -115.173873 | 4.5 | 165 | 1 | 1 | null | null | null | 0 | 158 | 29,192 | 0 |
14 | 36.109754 | -115.173873 | 4.5 | 165 | 1 | 1 | null | null | null | 0 | 158 | 29,192 | 0 |
14 | 36.116219 | -115.174572 | 3 | 68 | 2 | 1 | null | null | null | 0 | 158 | 11,889 | 0 |
14 | 36.116219 | -115.174572 | 4 | 203 | 1 | 1 | null | null | null | 0 | 158 | 33,259 | 0 |
14 | 36.116156 | -115.175058 | 3.5 | 21 | 1 | 2 | null | null | null | 0 | 158 | 16,729 | 0 |
14 | 36.11337 | -115.175143 | 4 | 675 | 0 | 1 | null | null | null | 0 | 158 | 16,787 | 0 |
14 | 36.102251 | -115.169968 | 4 | 775 | 1 | 2 | null | null | null | 0 | 159 | 23,364 | 0 |
14 | 36.106552 | -115.17211 | 4 | 332 | 1 | 1 | null | null | null | 0 | 159 | 15,438 | 0 |
14 | 36.102251 | -115.169968 | 3 | 3,444 | 1 | 1 | null | null | null | 0 | 159 | 8,918 | 0 |
14 | 36.106552 | -115.17211 | 4 | 332 | 1 | 1 | null | null | null | 0 | 159 | 15,438 | 0 |
14 | 36.106552 | -115.17211 | 3 | 89 | 1 | 1 | null | null | null | 0 | 159 | 14,916 | 0 |
14 | 36.102896 | -115.170199 | 3.5 | 223 | 1 | 1 | null | null | null | 0 | 159 | 25,242 | 0 |
14 | 36.102251 | -115.169968 | 4 | 33 | 1 | 1 | null | null | null | 0 | 159 | 24,587 | 0 |
14 | 36.105606 | -115.171946 | 4.5 | 13 | 2 | 1 | null | null | null | 0 | 159 | 18,316 | 0 |
14 | 36.085989 | -115.10147 | 4 | 218 | 1 | 2 | null | null | null | 0 | 160 | 7,199 | 0 |
14 | 36.071927 | -115.107034 | 4.5 | 944 | 1 | 2 | null | null | null | 0 | 160 | 17,779 | 0 |
1 | 33.449495 | -112.075442 | 4 | 262 | 1 | 2 | null | null | null | 0 | 160 | 12,562 | 0 |
14 | 36.085989 | -115.10147 | 4 | 218 | 1 | 2 | null | null | null | 0 | 160 | 7,199 | 0 |
14 | 36.085885 | -115.101941 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 160 | 17,908 | 0 |
1 | 33.494097 | -112.337768 | 3.5 | 89 | 1 | 1 | null | null | null | 0 | 160 | 1,206 | 0 |
14 | 36.079432 | -115.101645 | 4 | 44 | 1 | 1 | null | null | null | 0 | 160 | 23,433 | 0 |
14 | 36.071927 | -115.107034 | 4.5 | 944 | 1 | 2 | null | null | null | 0 | 160 | 17,779 | 0 |
14 | 36.041251 | -115.10279 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 160 | 10,402 | 0 |
1 | 33.670506 | -112.23842 | 3.5 | 92 | 2 | 1 | null | null | null | 0 | 160 | 5,031 | 0 |
1 | 33.637173 | -112.235467 | 3.5 | 34 | 1 | 2 | null | null | null | 0 | 160 | 24,361 | 0 |
18 | 43.648013 | -79.383925 | 3.5 | 329 | 1 | 1 | null | null | null | 0 | 161 | 15,441 | 0 |
18 | 43.642678 | -79.380045 | 3.5 | 389 | 1 | 2 | null | null | null | 0 | 161 | 15,626 | 0 |
18 | 43.648177 | -79.389222 | 3.5 | 34 | 1 | 1 | null | null | null | 0 | 161 | 2,434 | 0 |
18 | 43.648064 | -79.384504 | 4 | 15 | 1 | 1 | null | null | null | 0 | 161 | 30,233 | 0 |
18 | 43.648695 | -79.371996 | 4 | 118 | 1 | 2 | null | null | null | 0 | 161 | 20,368 | 0 |
18 | 43.642678 | -79.380045 | 3.5 | 389 | 1 | 2 | null | null | null | 0 | 161 | 15,626 | 0 |
18 | 43.644894 | -79.386167 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 161 | 35,527 | 0 |
18 | 43.647557 | -79.388279 | 3 | 15 | 0 | 1 | null | null | null | 0 | 161 | 26,943 | 0 |
18 | 43.648064 | -79.384504 | 4 | 15 | 1 | 1 | null | null | null | 0 | 161 | 30,233 | 0 |
18 | 43.648368 | -79.375031 | 3.5 | 80 | 1 | 2 | null | null | null | 0 | 161 | 25,331 | 0 |
18 | 43.646337 | -79.389855 | 3.5 | 146 | 1 | 0 | null | null | null | 0 | 161 | 5,001 | 0 |
18 | 43.648534 | -79.384842 | 3.5 | 219 | 2 | 1 | null | null | null | 0 | 161 | 19,559 | 0 |
18 | 43.647539 | -79.376024 | 2.5 | 104 | 1 | 1 | null | null | null | 0 | 161 | 20,762 | 0 |
18 | 43.648561 | -79.374564 | 2 | 22 | 1 | 0 | null | null | null | 0 | 161 | 27,551 | 0 |
18 | 43.64833 | -79.386767 | 3.5 | 116 | 1 | 0 | null | null | null | 0 | 161 | 9,486 | 0 |
18 | 43.648231 | -79.389256 | 3 | 73 | 2 | 1 | null | null | null | 0 | 161 | 21,307 | 0 |
18 | 43.646521 | -79.37788 | 4 | 39 | 1 | 1 | null | null | null | 0 | 161 | 28,103 | 0 |
18 | 43.648558 | -79.381711 | 4 | 113 | 1 | 2 | null | null | null | 0 | 161 | 27,488 | 0 |
18 | 43.648344 | -79.387831 | 3.5 | 214 | 1 | 2 | null | null | null | 0 | 161 | 9,978 | 0 |
18 | 43.647499 | -79.386471 | 3 | 104 | 1 | 0 | null | null | null | 0 | 161 | 9,934 | 0 |
18 | 43.648443 | -79.388226 | 3 | 64 | 1 | 2 | null | null | null | 0 | 161 | 8,911 | 0 |
18 | 43.647906 | -79.378065 | 3.5 | 145 | 1 | 1 | null | null | null | 0 | 161 | 27,649 | 0 |
18 | 43.642653 | -79.383847 | 3.5 | 123 | 1 | 2 | null | null | null | 0 | 161 | 6,002 | 0 |
18 | 43.648558 | -79.381711 | 4 | 113 | 1 | 2 | null | null | null | 0 | 161 | 27,488 | 0 |
18 | 43.649536 | -79.377777 | 3 | 17 | 2 | 1 | null | null | null | 0 | 161 | 15,584 | 0 |
18 | 43.646958 | -79.378503 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 161 | 4,301 | 0 |
18 | 43.64975 | -79.37787 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 161 | 11,158 | 0 |
18 | 43.648064 | -79.384504 | 4 | 15 | 1 | 1 | null | null | null | 0 | 161 | 30,233 | 0 |
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