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 | 33.644777 | -112.358899 | 3 | 56 | 1 | 2 | null | null | null | 0 | 89 | 9,263 | 0 |
1 | 33.652301 | -112.368917 | 3 | 91 | 1 | 2 | null | null | null | 0 | 89 | 27,981 | 0 |
1 | 33.650192 | -112.365627 | 3 | 20 | 1 | 2 | null | null | null | 0 | 89 | 746 | 0 |
1 | 33.65485 | -112.373782 | 4.5 | 134 | 1 | 2 | null | null | null | 0 | 89 | 26,626 | 0 |
14 | 36.053163 | -115.241381 | 4.5 | 237 | 2 | 1 | null | null | null | 0 | 90 | 25,572 | 0 |
1 | 33.495399 | -112.005249 | 4 | 784 | 1 | 1 | null | null | null | 0 | 91 | 19,064 | 0 |
1 | 33.495285 | -111.995708 | 3.5 | 60 | 2 | 1 | null | null | null | 0 | 91 | 35,311 | 0 |
1 | 33.507108 | -112.030785 | 4.5 | 13 | 1 | 2 | null | null | null | 0 | 91 | 23,850 | 0 |
1 | 33.495385 | -112.00007 | 3 | 201 | 1 | 2 | null | null | null | 0 | 91 | 32,426 | 0 |
1 | 33.494489 | -111.995106 | 4 | 651 | 1 | 2 | null | null | null | 0 | 91 | 24,804 | 0 |
1 | 33.512673 | -112.0741 | 4.5 | 940 | 1 | 2 | null | null | null | 0 | 92 | 9,532 | 0 |
1 | 33.469201 | -112.047393 | 4 | 1,694 | 1 | 2 | null | null | null | 0 | 92 | 24,846 | 0 |
1 | 33.473845 | -112.013207 | 4.5 | 207 | 2 | 1 | null | null | null | 0 | 92 | 8,805 | 0 |
1 | 33.475349 | -111.925658 | 3.5 | 25 | 1 | 2 | null | null | null | 0 | 92 | 16,683 | 0 |
1 | 33.475411 | -111.925542 | 4.5 | 130 | 1 | 1 | null | null | null | 0 | 92 | 10,939 | 0 |
1 | 33.476628 | -112.0129 | 2.5 | 13 | 1 | 2 | null | null | null | 0 | 92 | 33,203 | 0 |
1 | 33.502111 | -111.996339 | 4.5 | 1,186 | 1 | 1 | null | null | null | 0 | 92 | 32,855 | 0 |
1 | 33.512673 | -112.0741 | 4.5 | 940 | 1 | 2 | null | null | null | 0 | 92 | 9,532 | 0 |
1 | 33.491695 | -111.925624 | 4 | 42 | 0 | 1 | null | null | null | 0 | 92 | 1,089 | 0 |
1 | 33.481747 | -112.014646 | 3.5 | 19 | 1 | 2 | null | null | null | 0 | 92 | 19,200 | 0 |
1 | 33.476644 | -112.073697 | 2.5 | 13 | 1 | 1 | null | null | null | 0 | 92 | 21,386 | 0 |
1 | 33.494221 | -112.030498 | 4 | 243 | 1 | 2 | null | null | null | 0 | 92 | 35,852 | 0 |
1 | 33.498505 | -111.926277 | 2 | 13 | 0 | 1 | null | null | null | 0 | 92 | 12,152 | 0 |
1 | 33.49413 | -111.977756 | 3.5 | 397 | 1 | 2 | null | null | null | 0 | 92 | 27,774 | 0 |
1 | 33.495514 | -111.979848 | 3.5 | 621 | 1 | 1 | null | null | null | 0 | 92 | 5,304 | 0 |
1 | 33.501051 | -111.92849 | 3.5 | 226 | 1 | 1 | null | null | null | 0 | 92 | 3,832 | 0 |
1 | 33.508713 | -112.027536 | 4.5 | 107 | 0 | 1 | null | null | null | 0 | 92 | 36,095 | 0 |
1 | 33.506856 | -112.073396 | 4 | 16 | 1 | 2 | null | null | null | 0 | 92 | 21,703 | 0 |
1 | 33.490325 | -111.926479 | 3.5 | 85 | 2 | 1 | null | null | null | 0 | 92 | 12,338 | 0 |
1 | 33.475302 | -111.925588 | 3.5 | 20 | 1 | 2 | null | null | null | 0 | 92 | 26,946 | 0 |
1 | 33.500223 | -111.926858 | 3.5 | 220 | 1 | 1 | null | null | null | 0 | 92 | 630 | 0 |
1 | 33.509198 | -111.988715 | 3.5 | 183 | 1 | 1 | null | null | null | 0 | 92 | 24,858 | 0 |
1 | 33.495446 | -112.001103 | 4 | 319 | 2 | 1 | null | null | null | 0 | 92 | 17,500 | 0 |
1 | 33.480672 | -112.073647 | 3 | 13 | 1 | 1 | null | null | null | 0 | 92 | 13,109 | 0 |
14 | 36.117151 | -115.138437 | 4 | 1,116 | 1 | 2 | null | null | null | 0 | 93 | 4,951 | 0 |
14 | 36.117151 | -115.138437 | 4 | 1,116 | 1 | 2 | null | null | null | 0 | 93 | 4,951 | 0 |
14 | 36.102896 | -115.170199 | 3.5 | 223 | 1 | 1 | null | null | null | 0 | 93 | 25,242 | 0 |
14 | 36.08316 | -115.145248 | 2.5 | 145 | 1 | 1 | null | null | null | 0 | 93 | 20,043 | 0 |
14 | 36.11079 | -115.171411 | 3 | 82 | 1 | 2 | null | null | null | 0 | 93 | 11,961 | 0 |
14 | 36.102907 | -115.155708 | 4.5 | 18 | 1 | 2 | null | null | null | 0 | 93 | 34,741 | 0 |
1 | 33.480746 | -112.000693 | 4 | 148 | 1 | 1 | null | null | null | 0 | 94 | 5,318 | 0 |
19 | 40.446277 | -80.180976 | 4 | 196 | 1 | 2 | null | null | null | 0 | 95 | 10,865 | 0 |
1 | 33.635499 | -112.234848 | 4 | 204 | 1 | 1 | null | null | null | 0 | 96 | 35,646 | 0 |
1 | 33.6548 | -112.187962 | 4 | 145 | 1 | 1 | null | null | null | 0 | 96 | 5,589 | 0 |
1 | 33.64007 | -112.149822 | 4 | 429 | 1 | 1 | null | null | null | 0 | 96 | 1,886 | 0 |
1 | 33.652708 | -112.185302 | 4 | 86 | 1 | 1 | null | null | null | 0 | 96 | 13,182 | 0 |
1 | 33.654284 | -112.234899 | 3.5 | 197 | 1 | 1 | null | null | null | 0 | 96 | 31,817 | 0 |
1 | 33.317289 | -111.977711 | 4 | 96 | 2 | 1 | null | null | null | 0 | 96 | 25,003 | 0 |
1 | 33.639548 | -112.174261 | 4 | 203 | 1 | 1 | null | null | null | 0 | 96 | 15,311 | 0 |
1 | 33.624651 | -111.944245 | 4 | 219 | 1 | 2 | null | null | null | 0 | 96 | 35,224 | 0 |
1 | 33.6388 | -112.1826 | 2.5 | 17 | 1 | 1 | null | null | null | 0 | 96 | 26,446 | 0 |
1 | 33.62597 | -111.932718 | 4 | 239 | 1 | 1 | null | null | null | 0 | 96 | 31,300 | 0 |
1 | 33.639101 | -112.063097 | 3.5 | 139 | 1 | 2 | null | null | null | 0 | 96 | 9,133 | 0 |
1 | 33.654605 | -112.152695 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 96 | 18,351 | 0 |
1 | 33.653085 | -112.168291 | 3.5 | 28 | 1 | 1 | null | null | null | 0 | 96 | 9,681 | 0 |
1 | 33.654284 | -112.234899 | 3.5 | 197 | 1 | 1 | null | null | null | 0 | 96 | 31,817 | 0 |
1 | 33.639803 | -112.151248 | 3.5 | 41 | 1 | 1 | null | null | null | 0 | 96 | 13,629 | 0 |
1 | 33.639548 | -112.174261 | 3.5 | 49 | 1 | 1 | null | null | null | 0 | 96 | 19,917 | 0 |
1 | 33.59742 | -112.012384 | 3.5 | 10 | 2 | 1 | null | null | null | 0 | 96 | 29,287 | 0 |
1 | 33.591743 | -112.063272 | 4 | 421 | 1 | 1 | null | null | null | 0 | 96 | 16,102 | 0 |
1 | 33.626432 | -112.132467 | 4 | 53 | 1 | 2 | null | null | null | 0 | 96 | 8,633 | 0 |
1 | 33.582636 | -112.221389 | 3 | 61 | 1 | 1 | null | null | null | 0 | 96 | 20,966 | 0 |
1 | 33.588779 | -112.119859 | 5 | 26 | 1 | 2 | null | null | null | 0 | 96 | 5,623 | 0 |
1 | 33.583918 | -112.014179 | 4 | 135 | 1 | 1 | null | null | null | 0 | 96 | 16,945 | 0 |
1 | 33.597933 | -111.979162 | 3.5 | 126 | 1 | 2 | null | null | null | 0 | 96 | 34,331 | 0 |
1 | 33.577529 | -112.117949 | 3 | 110 | 1 | 2 | null | null | null | 0 | 96 | 889 | 0 |
1 | 33.610772 | -111.996335 | 4.5 | 206 | 1 | 1 | null | null | null | 0 | 96 | 28,917 | 0 |
1 | 33.582363 | -112.149885 | 4 | 66 | 1 | 1 | null | null | null | 0 | 96 | 13,119 | 0 |
1 | 33.587355 | -111.977633 | 2.5 | 16 | 1 | 1 | null | null | null | 0 | 96 | 28,272 | 0 |
1 | 33.640753 | -112.070341 | 3.5 | 32 | 2 | 1 | null | null | null | 0 | 96 | 17,882 | 0 |
1 | 33.596962 | -112.169466 | 4 | 103 | 1 | 1 | null | null | null | 0 | 96 | 29,152 | 0 |
1 | 33.582041 | -112.008269 | 3 | 15 | 1 | 2 | null | null | null | 0 | 96 | 31,635 | 0 |
1 | 33.635846 | -112.232985 | 4.5 | 109 | 1 | 1 | null | null | null | 0 | 96 | 24,958 | 0 |
1 | 33.6133 | -112.167784 | 4.5 | 203 | 1 | 2 | null | null | null | 0 | 96 | 14,454 | 0 |
1 | 33.430177 | -111.932673 | 3.5 | 177 | 1 | 1 | null | null | null | 0 | 96 | 33,343 | 0 |
1 | 33.495044 | -112.014707 | 3.5 | 47 | 1 | 1 | null | null | null | 0 | 96 | 4,308 | 0 |
1 | 33.64087 | -111.97508 | 3.5 | 23 | 1 | 1 | null | null | null | 0 | 96 | 18,387 | 0 |
1 | 33.480771 | -112.09158 | 4 | 156 | 1 | 2 | null | null | null | 0 | 96 | 7,313 | 0 |
1 | 33.576333 | -112.065512 | 4 | 735 | 1 | 2 | null | null | null | 0 | 97 | 5,368 | 0 |
14 | 36.167739 | -115.205902 | 4.5 | 198 | 1 | 2 | null | null | null | 0 | 98 | 9,035 | 0 |
14 | 36.168728 | -115.140222 | 4.5 | 31 | 1 | 1 | null | null | null | 0 | 99 | 31,148 | 0 |
14 | 36.168728 | -115.140222 | 4.5 | 31 | 1 | 1 | null | null | null | 0 | 99 | 31,148 | 0 |
14 | 36.168728 | -115.140222 | 4.5 | 31 | 1 | 1 | null | null | null | 0 | 99 | 31,148 | 0 |
14 | 36.102091 | -115.171778 | 2.5 | 1,005 | 1 | 2 | null | null | null | 0 | 99 | 292 | 0 |
14 | 36.143762 | -115.169916 | 3 | 40 | 1 | 2 | null | null | null | 0 | 99 | 15,039 | 0 |
14 | 36.127546 | -115.225503 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 99 | 24,218 | 0 |
14 | 36.107711 | -115.153094 | 2.5 | 77 | 1 | 2 | null | null | null | 0 | 99 | 34,010 | 0 |
14 | 36.048165 | -115.244255 | 4.5 | 180 | 1 | 2 | null | null | null | 0 | 99 | 29,700 | 0 |
14 | 36.110867 | -115.177622 | 4 | 280 | 1 | 2 | null | null | null | 0 | 99 | 24,317 | 0 |
14 | 36.107711 | -115.153094 | 2.5 | 77 | 1 | 2 | null | null | null | 0 | 99 | 34,010 | 0 |
14 | 36.099351 | -115.175441 | 4 | 440 | 2 | 1 | null | null | null | 0 | 99 | 4,213 | 0 |
14 | 36.159983 | -115.225259 | 4 | 38 | 1 | 2 | null | null | null | 0 | 99 | 13,945 | 0 |
14 | 36.102209 | -115.202485 | 4 | 119 | 1 | 2 | null | null | null | 0 | 99 | 22,104 | 0 |
14 | 36.114878 | -115.237874 | 4 | 211 | 1 | 2 | null | null | null | 0 | 99 | 28,238 | 0 |
14 | 36.098527 | -115.148446 | 3.5 | 33 | 2 | 1 | null | null | null | 0 | 99 | 10,379 | 0 |
14 | 36.150794 | -115.153456 | 4 | 25 | 1 | 1 | null | null | null | 0 | 99 | 28,340 | 0 |
14 | 36.136258 | -115.151253 | 2.5 | 166 | 1 | 2 | null | null | null | 0 | 99 | 21,237 | 0 |
14 | 36.098705 | -115.242484 | 4 | 201 | 1 | 2 | null | null | null | 0 | 99 | 31,452 | 0 |
14 | 36.085042 | -115.15119 | 2 | 63 | 1 | 1 | null | null | null | 0 | 99 | 6,501 | 0 |
14 | 36.124268 | -115.169507 | 2.5 | 329 | 1 | 2 | null | null | null | 0 | 99 | 1,323 | 0 |
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