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 | 35.995155 | -115.206351 | 4 | 541 | 1 | 2 | null | null | null | 0 | 554,340 | 3,131 | 0 |
14 | 36.164807 | -115.157581 | 2.5 | 18 | 1 | 2 | null | null | null | 0 | 554,340 | 25,595 | 0 |
14 | 36.159693 | -115.23027 | 3.5 | 156 | 1 | 2 | null | null | null | 0 | 554,340 | 13,675 | 0 |
14 | 36.19559 | -115.040459 | 3.5 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 20,323 | 0 |
14 | 36.144441 | -115.174482 | 4 | 18 | 0 | 1 | null | null | null | 0 | 554,340 | 15,680 | 0 |
14 | 36.099648 | -115.116126 | 3 | 28 | 1 | 1 | null | null | null | 0 | 554,340 | 20,137 | 0 |
14 | 36.057182 | -115.278528 | 2 | 72 | 1 | 1 | null | null | null | 0 | 554,340 | 15,059 | 0 |
14 | 36.240949 | -115.159207 | 3 | 15 | 2 | 1 | null | null | null | 0 | 554,340 | 26,556 | 0 |
14 | 36.113779 | -115.152479 | 3 | 168 | 0 | 1 | null | null | null | 0 | 554,340 | 21,956 | 0 |
14 | 36.127783 | -115.168968 | 4 | 1,250 | 1 | 0 | null | null | null | 0 | 554,340 | 12,650 | 0 |
14 | 36.126371 | -115.191769 | 5 | 240 | 1 | 2 | null | null | null | 0 | 554,340 | 2,766 | 0 |
14 | 36.264954 | -115.251906 | 4.5 | 363 | 1 | 1 | null | null | null | 0 | 554,340 | 16,682 | 0 |
14 | 36.186316 | -115.116184 | 4.5 | 19 | 1 | 1 | null | null | null | 0 | 554,340 | 3,287 | 0 |
14 | 36.198754 | -115.242791 | 4.5 | 277 | 1 | 0 | null | null | null | 0 | 554,340 | 5,875 | 0 |
14 | 36.144441 | -115.174482 | 4 | 18 | 0 | 1 | null | null | null | 0 | 554,340 | 15,680 | 0 |
14 | 36.113277 | -115.063287 | 2.5 | 16 | 0 | 1 | null | null | null | 0 | 554,340 | 17,476 | 0 |
14 | 36.115409 | -115.134947 | 2.5 | 53 | 2 | 1 | null | null | null | 0 | 554,340 | 25,773 | 0 |
14 | 36.159938 | -115.147453 | 4.5 | 547 | 2 | 1 | null | null | null | 0 | 554,340 | 36,122 | 0 |
14 | 36.102907 | -115.155708 | 4.5 | 18 | 1 | 2 | null | null | null | 0 | 554,340 | 34,741 | 0 |
14 | 36.190977 | -115.304085 | 3.5 | 74 | 1 | 2 | null | null | null | 0 | 554,340 | 13,309 | 0 |
14 | 36.107456 | -115.154103 | 3 | 60 | 1 | 2 | null | null | null | 0 | 554,340 | 12,593 | 0 |
14 | 36.020867 | -115.08958 | 2.5 | 32 | 2 | 1 | null | null | null | 0 | 554,340 | 27,058 | 0 |
14 | 36.112856 | -115.242389 | 4 | 419 | 1 | 1 | null | null | null | 0 | 554,340 | 5,317 | 0 |
14 | 36.262041 | -115.178718 | 3 | 14 | 1 | 1 | null | null | null | 0 | 554,340 | 13,494 | 0 |
14 | 36.128429 | -115.314475 | 2.5 | 20 | 1 | 1 | null | null | null | 0 | 554,340 | 33,271 | 0 |
14 | 36.021566 | -115.243871 | 1.5 | 38 | 1 | 1 | null | null | null | 0 | 554,340 | 16,891 | 0 |
14 | 36.125117 | -115.297977 | 3.5 | 132 | 1 | 2 | null | null | null | 0 | 554,340 | 23,596 | 0 |
14 | 36.125537 | -115.211241 | 3.5 | 92 | 1 | 2 | null | null | null | 0 | 554,340 | 20,521 | 0 |
14 | 36.144652 | -115.294935 | 2.5 | 281 | 1 | 2 | null | null | null | 0 | 554,340 | 35,048 | 0 |
14 | 36.16201 | -115.288937 | 1.5 | 20 | 2 | 1 | null | null | null | 0 | 554,340 | 35,414 | 0 |
14 | 36.230871 | -115.161401 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 554,340 | 3,456 | 0 |
14 | 36.095603 | -115.175342 | 3.5 | 727 | 1 | 2 | null | null | null | 0 | 554,340 | 13,172 | 0 |
14 | 36.199435 | -115.241868 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 554,340 | 10,408 | 0 |
14 | 36.147496 | -115.298065 | 3.5 | 420 | 1 | 2 | null | null | null | 0 | 554,340 | 19,674 | 0 |
14 | 36.169152 | -115.291352 | 3 | 45 | 1 | 2 | null | null | null | 0 | 554,340 | 8,485 | 0 |
14 | 36.238834 | -115.154006 | 3.5 | 159 | 1 | 1 | null | null | null | 0 | 554,340 | 3,784 | 0 |
14 | 36.099863 | -115.061928 | 3 | 32 | 1 | 1 | null | null | null | 0 | 554,340 | 8,492 | 0 |
14 | 36.056616 | -115.039424 | 2.5 | 28 | 1 | 1 | null | null | null | 0 | 554,340 | 27,860 | 0 |
14 | 36.11569 | -115.171394 | 3.5 | 21 | 1 | 2 | null | null | null | 0 | 554,340 | 13,422 | 0 |
14 | 36.131382 | -115.118074 | 4 | 20 | 1 | 2 | null | null | null | 0 | 554,340 | 18,839 | 0 |
14 | 36.214286 | -115.098261 | 2.5 | 22 | 1 | 1 | null | null | null | 0 | 554,340 | 34,995 | 0 |
14 | 36.100888 | -115.079224 | 4 | 24 | 2 | 1 | null | null | null | 0 | 554,340 | 18,621 | 0 |
14 | 36.117021 | -115.090479 | 3 | 119 | 1 | 2 | null | null | null | 0 | 554,340 | 26,399 | 0 |
14 | 36.168849 | -115.139039 | 3 | 142 | 1 | 1 | null | null | null | 0 | 554,340 | 22,659 | 0 |
14 | 36.152902 | -115.243109 | 3 | 20 | 1 | 1 | null | null | null | 0 | 554,340 | 6,570 | 0 |
14 | 36.123719 | -115.167798 | 4 | 103 | 1 | 2 | null | null | null | 0 | 554,340 | 24,387 | 0 |
14 | 36.115208 | -115.293991 | 4 | 75 | 1 | 2 | null | null | null | 0 | 554,340 | 11,837 | 0 |
14 | 36.143907 | -115.279227 | 3.5 | 17 | 1 | 1 | null | null | null | 0 | 554,340 | 2,078 | 0 |
14 | 36.158475 | -115.12655 | 4.5 | 1,363 | 1 | 2 | null | null | null | 0 | 554,340 | 7,752 | 0 |
14 | 36.127783 | -115.168968 | 4 | 1,250 | 1 | 0 | null | null | null | 0 | 554,340 | 12,650 | 0 |
14 | 36.127308 | -115.171459 | 2.5 | 10 | 1 | 2 | null | null | null | 0 | 554,340 | 14,523 | 0 |
14 | 36.107199 | -115.176987 | 4 | 344 | 0 | 1 | null | null | null | 0 | 554,340 | 33,704 | 0 |
14 | 36.199496 | -115.283874 | 4 | 24 | 1 | 1 | null | null | null | 0 | 554,340 | 31,284 | 0 |
14 | 36.098677 | -115.118678 | 3 | 113 | 2 | 1 | null | null | null | 0 | 554,340 | 5,884 | 0 |
14 | 36.100656 | -115.295748 | 2.5 | 93 | 2 | 1 | null | null | null | 0 | 554,340 | 18,349 | 0 |
14 | 36.006095 | -115.13748 | 4.5 | 17 | 1 | 1 | null | null | null | 0 | 554,340 | 2,231 | 0 |
14 | 36.158492 | -115.286441 | 3.5 | 220 | 1 | 1 | null | null | null | 0 | 554,340 | 14,969 | 0 |
14 | 36.064519 | -115.02374 | 4 | 306 | 1 | 1 | null | null | null | 0 | 554,340 | 32,002 | 0 |
14 | 36.190623 | -115.258841 | 3 | 10 | 1 | 1 | null | null | null | 0 | 554,340 | 6,585 | 0 |
14 | 36.126167 | -115.166814 | 4 | 1,048 | 1 | 1 | null | null | null | 0 | 554,340 | 12,840 | 0 |
14 | 36.159238 | -115.110456 | 3 | 46 | 2 | 1 | null | null | null | 0 | 554,340 | 33,481 | 0 |
14 | 36.169111 | -115.291303 | 4 | 74 | 1 | 1 | null | null | null | 0 | 554,340 | 26,927 | 0 |
14 | 36.144283 | -115.062573 | 4 | 16 | 1 | 1 | null | null | null | 0 | 554,340 | 22,697 | 0 |
14 | 36.067039 | -115.046709 | 2.5 | 92 | 2 | 1 | null | null | null | 0 | 554,340 | 24,151 | 0 |
14 | 36.126623 | -115.209963 | 4.5 | 504 | 0 | 1 | null | null | null | 0 | 554,340 | 34,227 | 0 |
14 | 36.113304 | -115.26188 | 4.5 | 323 | 1 | 1 | null | null | null | 0 | 554,340 | 10,514 | 0 |
14 | 36.067039 | -115.046709 | 2.5 | 92 | 2 | 1 | null | null | null | 0 | 554,340 | 24,151 | 0 |
14 | 36.146908 | -115.162372 | 4 | 61 | 1 | 2 | null | null | null | 0 | 554,340 | 12,477 | 0 |
14 | 36.137179 | -115.16273 | 2.5 | 15 | 2 | 1 | null | null | null | 0 | 554,340 | 30,828 | 0 |
14 | 36.004788 | -115.112375 | 4 | 208 | 1 | 1 | null | null | null | 0 | 554,340 | 21,125 | 0 |
14 | 36.079673 | -115.119511 | 3.5 | 39 | 2 | 1 | null | null | null | 0 | 554,340 | 8,025 | 0 |
14 | 36.056353 | -115.277349 | 3.5 | 144 | 1 | 1 | null | null | null | 0 | 554,340 | 25,969 | 0 |
14 | 36.116136 | -115.176521 | 3 | 273 | 1 | 1 | null | null | null | 0 | 554,340 | 28,859 | 0 |
14 | 36.197233 | -115.240477 | 3.5 | 231 | 1 | 1 | null | null | null | 0 | 554,340 | 3,449 | 0 |
14 | 36.063161 | -115.043594 | 3.5 | 133 | 1 | 1 | null | null | null | 0 | 554,340 | 33,854 | 0 |
14 | 36.170044 | -115.144858 | 2.5 | 285 | 1 | 1 | null | null | null | 0 | 554,340 | 13,130 | 0 |
14 | 36.197233 | -115.240477 | 3.5 | 231 | 1 | 1 | null | null | null | 0 | 554,340 | 3,449 | 0 |
14 | 36.127546 | -115.225503 | 4.5 | 12 | 1 | 1 | null | null | null | 0 | 554,340 | 10,507 | 0 |
14 | 36.097571 | -115.119638 | 2.5 | 99 | 1 | 1 | null | null | null | 0 | 554,340 | 10,981 | 0 |
14 | 36.10507 | -115.173328 | 3.5 | 507 | 1 | 2 | null | null | null | 0 | 554,340 | 24,827 | 0 |
14 | 36.118367 | -115.209892 | 3 | 12 | 1 | 2 | null | null | null | 0 | 554,340 | 24,631 | 0 |
14 | 36.169657 | -115.145547 | 3.5 | 203 | 1 | 1 | null | null | null | 0 | 554,340 | 19,296 | 0 |
14 | 36.275158 | -115.179185 | 3.5 | 54 | 2 | 1 | null | null | null | 0 | 554,340 | 28,684 | 0 |
14 | 36.109846 | -115.172381 | 3.5 | 468 | 1 | 2 | null | null | null | 0 | 554,340 | 1,475 | 0 |
14 | 36.01457 | -115.153422 | 3.5 | 132 | 2 | 1 | null | null | null | 0 | 554,340 | 7,126 | 0 |
14 | 36.071196 | -115.207463 | 3 | 52 | 1 | 1 | null | null | null | 0 | 554,340 | 16,795 | 0 |
14 | 36.104974 | -115.135999 | 4.5 | 85 | 1 | 1 | null | null | null | 0 | 554,340 | 21,702 | 0 |
14 | 36.23778 | -115.231774 | 3.5 | 224 | 1 | 1 | null | null | null | 0 | 554,340 | 35,795 | 0 |
14 | 36.058058 | -115.278395 | 3.5 | 42 | 1 | 1 | null | null | null | 0 | 554,340 | 23,525 | 0 |
14 | 36.271474 | -115.260613 | 3 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 26,969 | 0 |
14 | 36.239401 | -115.249379 | 2.5 | 23 | 1 | 1 | null | null | null | 0 | 554,340 | 14,769 | 0 |
14 | 36.218125 | -115.160184 | 3.5 | 52 | 1 | 1 | null | null | null | 0 | 554,340 | 23,459 | 0 |
14 | 36.143853 | -115.118077 | 4 | 71 | 1 | 2 | null | null | null | 0 | 554,340 | 27,764 | 0 |
14 | 36.259933 | -115.155854 | 3.5 | 26 | 1 | 1 | null | null | null | 0 | 554,340 | 13,193 | 0 |
14 | 36.239023 | -115.147222 | 3 | 88 | 2 | 1 | null | null | null | 0 | 554,340 | 24,651 | 0 |
14 | 36.113144 | -115.306061 | 4 | 249 | 1 | 1 | null | null | null | 0 | 554,340 | 19,014 | 0 |
14 | 36.115722 | -115.299032 | 4 | 261 | 1 | 1 | null | null | null | 0 | 554,340 | 8,027 | 0 |
14 | 36.183078 | -115.180708 | 4 | 10 | 1 | 2 | null | null | null | 0 | 554,340 | 23,560 | 0 |
14 | 36.091864 | -115.175161 | 4 | 523 | 1 | 2 | null | null | null | 0 | 554,340 | 31,646 | 0 |
14 | 36.146267 | -115.182987 | 4 | 18 | 2 | 1 | null | null | null | 0 | 554,340 | 9,493 | 0 |
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