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 | 36.262326 | -115.179486 | 1.5 | 27 | 1 | 1 | null | null | null | 0 | 554,340 | 21,955 | 0 |
14 | 36.099561 | -115.30696 | 4 | 25 | 1 | 1 | null | null | null | 0 | 554,340 | 33,397 | 0 |
14 | 36.102626 | -115.170398 | 4.5 | 974 | 1 | 1 | null | null | null | 0 | 554,340 | 28,560 | 0 |
14 | 36.158775 | -115.224247 | 2.5 | 27 | 2 | 1 | null | null | null | 0 | 554,340 | 27,637 | 0 |
14 | 36.238279 | -115.119236 | 3 | 90 | 1 | 2 | null | null | null | 0 | 554,340 | 20,347 | 0 |
14 | 36.147695 | -115.156306 | 3 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 31,048 | 0 |
14 | 36.061588 | -115.243158 | 2 | 93 | 1 | 1 | null | null | null | 0 | 554,340 | 31,289 | 0 |
14 | 36.125764 | -115.223789 | 4 | 20 | 1 | 2 | null | null | null | 0 | 554,340 | 23,431 | 0 |
14 | 36.141812 | -115.119151 | 3 | 19 | 1 | 1 | null | null | null | 0 | 554,340 | 32,769 | 0 |
14 | 36.126156 | -115.18964 | 3.5 | 486 | 1 | 1 | null | null | null | 0 | 554,340 | 3,494 | 0 |
14 | 36.191527 | -115.259452 | 3 | 58 | 1 | 2 | null | null | null | 0 | 554,340 | 32,696 | 0 |
14 | 36.121416 | -115.144945 | 4 | 254 | 1 | 2 | null | null | null | 0 | 554,340 | 36,017 | 0 |
14 | 36.171068 | -115.145324 | 3 | 269 | 0 | 1 | null | null | null | 0 | 554,340 | 9,045 | 0 |
14 | 36.262326 | -115.179486 | 1.5 | 27 | 1 | 1 | null | null | null | 0 | 554,340 | 21,955 | 0 |
14 | 36.238988 | -115.18235 | 3.5 | 82 | 1 | 2 | null | null | null | 0 | 554,340 | 29,969 | 0 |
14 | 36.116175 | -115.225628 | 2.5 | 31 | 1 | 1 | null | null | null | 0 | 554,340 | 29,425 | 0 |
14 | 36.125934 | -115.135253 | 3 | 20 | 1 | 1 | null | null | null | 0 | 554,340 | 5,442 | 0 |
14 | 36.133522 | -115.278546 | 4.5 | 22 | 1 | 2 | null | null | null | 0 | 554,340 | 11,198 | 0 |
14 | 36.143354 | -115.251285 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 554,340 | 5,184 | 0 |
14 | 36.239401 | -115.249379 | 2.5 | 23 | 1 | 1 | null | null | null | 0 | 554,340 | 14,769 | 0 |
14 | 36.115804 | -115.104711 | 3.5 | 81 | 1 | 2 | null | null | null | 0 | 554,340 | 25,487 | 0 |
14 | 36.138984 | -115.284115 | 4 | 229 | 1 | 2 | null | null | null | 0 | 554,340 | 27,600 | 0 |
14 | 36.214413 | -115.097588 | 2.5 | 17 | 2 | 1 | null | null | null | 0 | 554,340 | 25,982 | 0 |
14 | 36.175 | -115.136389 | 3 | 11 | 1 | 1 | null | null | null | 0 | 554,340 | 30,778 | 0 |
14 | 36.145366 | -115.173135 | 4.5 | 102 | 2 | 1 | null | null | null | 0 | 554,340 | 35,964 | 0 |
14 | 36.112108 | -115.27939 | 3.5 | 39 | 1 | 2 | null | null | null | 0 | 554,340 | 9,682 | 0 |
14 | 36.188423 | -115.224109 | 4 | 21 | 2 | 1 | null | null | null | 0 | 554,340 | 4,988 | 0 |
14 | 36.271119 | -115.207257 | 3.5 | 65 | 1 | 2 | null | null | null | 0 | 554,340 | 19,955 | 0 |
14 | 36.084682 | -115.208503 | 4 | 10 | 1 | 1 | null | null | null | 0 | 554,340 | 20,463 | 0 |
14 | 36.108228 | -115.171869 | 4.5 | 4,869 | 1 | 1 | null | null | null | 0 | 554,340 | 8,350 | 0 |
14 | 36.106793 | -115.136472 | 4 | 59 | 2 | 1 | null | null | null | 0 | 554,340 | 35,041 | 0 |
14 | 36.21878 | -115.27891 | 2 | 24 | 1 | 1 | null | null | null | 0 | 554,340 | 2,391 | 0 |
14 | 36.143786 | -115.200294 | 4.5 | 59 | 1 | 2 | null | null | null | 0 | 554,340 | 3,883 | 0 |
14 | 36.152231 | -115.332896 | 3.5 | 229 | 1 | 2 | null | null | null | 0 | 554,340 | 26,134 | 0 |
14 | 36.071899 | -115.094113 | 4.5 | 132 | 1 | 2 | null | null | null | 0 | 554,340 | 1,161 | 0 |
14 | 36.089694 | -115.209164 | 5 | 35 | 1 | 1 | null | null | null | 0 | 554,340 | 20,820 | 0 |
14 | 36.04105 | -115.100187 | 3 | 19 | 1 | 1 | null | null | null | 0 | 554,340 | 10,708 | 0 |
14 | 36.115157 | -115.232014 | 2 | 33 | 2 | 1 | null | null | null | 0 | 554,340 | 30,391 | 0 |
14 | 36.118219 | -115.135727 | 3 | 109 | 1 | 0 | null | null | null | 0 | 554,340 | 29,098 | 0 |
14 | 36.058334 | -115.243319 | 4 | 459 | 2 | 1 | null | null | null | 0 | 554,340 | 12,971 | 0 |
14 | 36.126595 | -115.165365 | 3.5 | 159 | 1 | 1 | null | null | null | 0 | 554,340 | 8,379 | 0 |
14 | 36.142326 | -115.156148 | 3.5 | 512 | 1 | 2 | null | null | null | 0 | 554,340 | 11,022 | 0 |
14 | 36.140704 | -115.182314 | 3.5 | 58 | 1 | 2 | null | null | null | 0 | 554,340 | 788 | 0 |
14 | 36.159942 | -115.222234 | 5 | 177 | 2 | 1 | null | null | null | 0 | 554,340 | 33,615 | 0 |
14 | 36.232623 | -115.243267 | 4 | 143 | 1 | 1 | null | null | null | 0 | 554,340 | 16,843 | 0 |
14 | 36.020919 | -115.267301 | 3.5 | 173 | 1 | 2 | null | null | null | 0 | 554,340 | 24,813 | 0 |
14 | 36.069594 | -115.298396 | 2 | 64 | 1 | 1 | null | null | null | 0 | 554,340 | 7,298 | 0 |
14 | 36.144147 | -115.161348 | 2 | 17 | 2 | 1 | null | null | null | 0 | 554,340 | 16,654 | 0 |
14 | 36.129828 | -115.115746 | 4 | 56 | 1 | 2 | null | null | null | 0 | 554,340 | 22,996 | 0 |
14 | 36.159932 | -115.222205 | 4.5 | 30 | 1 | 2 | null | null | null | 0 | 554,340 | 531 | 0 |
14 | 36.197218 | -115.264132 | 3 | 232 | 1 | 2 | null | null | null | 0 | 554,340 | 26,762 | 0 |
14 | 36.196771 | -115.249198 | 3.5 | 50 | 1 | 2 | null | null | null | 0 | 554,340 | 16,713 | 0 |
14 | 36.069052 | -115.298763 | 3 | 36 | 2 | 1 | null | null | null | 0 | 554,340 | 29,893 | 0 |
14 | 36.175273 | -115.223956 | 4.5 | 12 | 1 | 2 | null | null | null | 0 | 554,340 | 2,923 | 0 |
14 | 36.144307 | -115.266171 | 2.5 | 81 | 1 | 2 | null | null | null | 0 | 554,340 | 14,902 | 0 |
14 | 36.143786 | -115.200294 | 4.5 | 59 | 1 | 2 | null | null | null | 0 | 554,340 | 3,883 | 0 |
14 | 36.127754 | -115.224318 | 4 | 87 | 1 | 2 | null | null | null | 0 | 554,340 | 17,669 | 0 |
14 | 36.232623 | -115.243267 | 4 | 143 | 1 | 1 | null | null | null | 0 | 554,340 | 16,843 | 0 |
14 | 36.039711 | -115.198017 | 3 | 42 | 1 | 2 | null | null | null | 0 | 554,340 | 8,815 | 0 |
14 | 36.127429 | -115.224072 | 4 | 1,132 | 1 | 2 | null | null | null | 0 | 554,340 | 8,833 | 0 |
14 | 36.001228 | -115.109716 | 3.5 | 50 | 2 | 1 | null | null | null | 0 | 554,340 | 14,554 | 0 |
14 | 36.131716 | -115.207305 | 4.5 | 95 | 1 | 2 | null | null | null | 0 | 554,340 | 31,124 | 0 |
14 | 36.127197 | -115.241337 | 4 | 11 | 2 | 1 | null | null | null | 0 | 554,340 | 23,760 | 0 |
14 | 36.044874 | -115.2439 | 2 | 105 | 1 | 1 | null | null | null | 0 | 554,340 | 21,342 | 0 |
14 | 36.052996 | -115.279935 | 3.5 | 451 | 1 | 2 | null | null | null | 0 | 554,340 | 1,248 | 0 |
14 | 36.071446 | -115.077229 | 3.5 | 265 | 1 | 2 | null | null | null | 0 | 554,340 | 13,692 | 0 |
14 | 36.044874 | -115.2439 | 2 | 105 | 1 | 1 | null | null | null | 0 | 554,340 | 21,342 | 0 |
14 | 36.122917 | -115.168525 | 4.5 | 214 | 1 | 1 | null | null | null | 0 | 554,340 | 22,131 | 0 |
14 | 36.106793 | -115.136472 | 4 | 179 | 1 | 2 | null | null | null | 0 | 554,340 | 15,739 | 0 |
14 | 36.15951 | -115.288652 | 3.5 | 72 | 2 | 1 | null | null | null | 0 | 554,340 | 20,220 | 0 |
14 | 36.126887 | -115.16559 | 3.5 | 4,018 | 1 | 1 | null | null | null | 0 | 554,340 | 2,261 | 0 |
14 | 36.159634 | -115.232721 | 4 | 66 | 1 | 2 | null | null | null | 0 | 554,340 | 8,817 | 0 |
14 | 36.223247 | -115.280128 | 3.5 | 17 | 1 | 1 | null | null | null | 0 | 554,340 | 20,486 | 0 |
14 | 36.196507 | -115.248687 | 4 | 23 | 1 | 1 | null | null | null | 0 | 554,340 | 1,483 | 0 |
14 | 36.125381 | -115.19598 | 3 | 283 | 1 | 2 | null | null | null | 0 | 554,340 | 6,289 | 0 |
14 | 36.114832 | -115.206738 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,340 | 28,792 | 0 |
14 | 36.124423 | -115.146372 | 3 | 47 | 1 | 1 | null | null | null | 0 | 554,340 | 26,622 | 0 |
14 | 36.114771 | -115.206989 | 5 | 14 | 1 | 1 | null | null | null | 0 | 554,340 | 3,800 | 0 |
14 | 36.056414 | -115.278382 | 3.5 | 52 | 1 | 1 | null | null | null | 0 | 554,340 | 27,251 | 0 |
14 | 36.160935 | -115.333537 | 4 | 189 | 1 | 2 | null | null | null | 0 | 554,340 | 21,177 | 0 |
14 | 36.172407 | -115.141844 | 3.5 | 746 | 1 | 1 | null | null | null | 0 | 554,340 | 21,740 | 0 |
14 | 36.099738 | -115.301568 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 24,823 | 0 |
14 | 36.116219 | -115.174572 | 3 | 64 | 1 | 1 | null | null | null | 0 | 554,340 | 35,432 | 0 |
14 | 36.143583 | -115.251559 | 3.5 | 474 | 1 | 2 | null | null | null | 0 | 554,340 | 23,812 | 0 |
14 | 36.126595 | -115.165365 | 3.5 | 284 | 1 | 1 | null | null | null | 0 | 554,340 | 21,569 | 0 |
14 | 36.146274 | -115.301022 | 2.5 | 166 | 1 | 1 | null | null | null | 0 | 554,340 | 11,706 | 0 |
14 | 36.12171 | -115.174189 | 4 | 778 | 1 | 1 | null | null | null | 0 | 554,340 | 2,446 | 0 |
14 | 36.174416 | -115.144906 | 3.5 | 484 | 1 | 2 | null | null | null | 0 | 554,340 | 20,172 | 0 |
14 | 36.161705 | -115.173418 | 4 | 273 | 1 | 2 | null | null | null | 0 | 554,340 | 26,208 | 0 |
14 | 36.143307 | -115.253548 | 4 | 84 | 1 | 1 | null | null | null | 0 | 554,340 | 743 | 0 |
14 | 36.126959 | -115.167225 | 4 | 318 | 0 | 1 | null | null | null | 0 | 554,340 | 8,797 | 0 |
14 | 36.11569 | -115.171394 | 3 | 102 | 1 | 1 | null | null | null | 0 | 554,340 | 24,891 | 0 |
14 | 36.124423 | -115.146372 | 3 | 37 | 2 | 1 | null | null | null | 0 | 554,340 | 16,471 | 0 |
14 | 36.180109 | -115.17855 | 4 | 13 | 1 | 2 | null | null | null | 0 | 554,340 | 29,702 | 0 |
14 | 36.1451 | -115.137 | 1.5 | 31 | 1 | 1 | null | null | null | 0 | 554,340 | 6,273 | 0 |
14 | 36.018226 | -115.117926 | 4 | 19 | 2 | 1 | null | null | null | 0 | 554,340 | 14,823 | 0 |
14 | 36.259933 | -115.155854 | 3.5 | 26 | 1 | 1 | null | null | null | 0 | 554,340 | 13,193 | 0 |
14 | 36.144788 | -115.294971 | 4 | 154 | 2 | 1 | null | null | null | 0 | 554,340 | 35,393 | 0 |
14 | 36.073105 | -115.117571 | 3.5 | 24 | 1 | 0 | null | null | null | 0 | 554,340 | 1,371 | 0 |
14 | 36.2406 | -115.116333 | 3 | 17 | 2 | 1 | null | null | null | 0 | 554,340 | 1,526 | 0 |
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