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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | 45.499686 | -73.574147 | 4 | 429 | 1 | 2 | null | null | null | 0 | 150 | 6,185 | 0 |
18 | 43.655404 | -79.381929 | 3.5 | 365 | 1 | 2 | null | null | null | 0 | 151 | 12,613 | 0 |
18 | 43.654289 | -79.398703 | 3 | 18 | 2 | 1 | null | null | null | 0 | 151 | 26,350 | 0 |
18 | 43.655404 | -79.381929 | 3.5 | 365 | 1 | 2 | null | null | null | 0 | 151 | 12,613 | 0 |
18 | 43.642672 | -79.38276 | 3.5 | 112 | 1 | 2 | null | null | null | 0 | 151 | 7,938 | 0 |
18 | 43.724775 | -79.45538 | 3.5 | 39 | 1 | 1 | null | null | null | 0 | 151 | 32,158 | 0 |
18 | 43.649931 | -79.3892 | 3 | 15 | 2 | 1 | null | null | null | 0 | 151 | 11,326 | 0 |
18 | 43.827802 | -79.426352 | 4 | 71 | 1 | 2 | null | null | null | 0 | 151 | 19,864 | 0 |
18 | 43.664963 | -79.411333 | 3 | 19 | 1 | 1 | null | null | null | 0 | 151 | 16,658 | 0 |
18 | 43.662457 | -79.444498 | 3.5 | 42 | 2 | 1 | null | null | null | 0 | 151 | 24,745 | 0 |
18 | 43.646366 | -79.390273 | 3 | 41 | 1 | 2 | null | null | null | 0 | 151 | 805 | 0 |
18 | 43.668709 | -79.386168 | 3.5 | 28 | 1 | 2 | null | null | null | 0 | 151 | 8,984 | 0 |
14 | 36.099702 | -115.208473 | 4 | 681 | 1 | 2 | null | null | null | 0 | 152 | 15,110 | 0 |
1 | 33.388033 | -111.68372 | 3.5 | 55 | 2 | 1 | null | null | null | 0 | 153 | 13,117 | 0 |
1 | 33.388033 | -111.68372 | 3.5 | 55 | 2 | 1 | null | null | null | 0 | 153 | 13,117 | 0 |
1 | 33.378931 | -111.687347 | 3 | 26 | 1 | 2 | null | null | null | 0 | 153 | 32,612 | 0 |
1 | 33.388033 | -111.68372 | 3.5 | 55 | 2 | 1 | null | null | null | 0 | 153 | 13,117 | 0 |
1 | 33.379754 | -111.684999 | 3 | 14 | 1 | 1 | null | null | null | 0 | 153 | 23,642 | 0 |
1 | 33.383225 | -111.683746 | 3 | 40 | 1 | 2 | null | null | null | 0 | 153 | 3,763 | 0 |
1 | 33.355142 | -111.789959 | 4.5 | 842 | 1 | 2 | null | null | null | 0 | 153 | 34,258 | 0 |
1 | 33.379754 | -111.684999 | 3 | 14 | 1 | 1 | null | null | null | 0 | 153 | 23,642 | 0 |
1 | 33.380231 | -111.688561 | 3 | 115 | 2 | 1 | null | null | null | 0 | 153 | 32,990 | 0 |
1 | 33.385161 | -111.687275 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 153 | 10,671 | 0 |
1 | 33.383314 | -111.683903 | 4 | 87 | 1 | 2 | null | null | null | 0 | 153 | 14,657 | 0 |
1 | 33.384676 | -111.684208 | 2.5 | 30 | 1 | 1 | null | null | null | 0 | 153 | 19,139 | 0 |
1 | 33.376975 | -111.787468 | 4.5 | 95 | 1 | 2 | null | null | null | 0 | 153 | 19,032 | 0 |
1 | 33.377989 | -111.689758 | 4 | 264 | 2 | 1 | null | null | null | 0 | 153 | 33,603 | 0 |
1 | 33.365533 | -111.78815 | 3 | 50 | 1 | 1 | null | null | null | 0 | 153 | 21,657 | 0 |
1 | 33.383705 | -111.756665 | 3 | 187 | 1 | 2 | null | null | null | 0 | 153 | 26,655 | 0 |
19 | 40.450964 | -79.984628 | 4 | 40 | 2 | 1 | null | null | null | 0 | 154 | 9,154 | 0 |
19 | 40.450756 | -79.985142 | 3 | 11 | 0 | 1 | null | null | null | 0 | 154 | 14,610 | 0 |
19 | 40.450905 | -79.984949 | 4.5 | 33 | 1 | 1 | null | null | null | 0 | 154 | 30,232 | 0 |
19 | 40.438206 | -79.771586 | 3.5 | 40 | 1 | 1 | null | null | null | 0 | 154 | 20,875 | 0 |
19 | 40.458238 | -79.97509 | 4 | 34 | 1 | 0 | null | null | null | 0 | 154 | 27,178 | 0 |
19 | 40.451972 | -79.983657 | 4.5 | 433 | 1 | 2 | null | null | null | 0 | 154 | 32,097 | 0 |
19 | 40.458238 | -79.97509 | 4 | 34 | 1 | 0 | null | null | null | 0 | 154 | 27,178 | 0 |
19 | 40.451543 | -79.983726 | 4 | 490 | 1 | 1 | null | null | null | 0 | 154 | 29,794 | 0 |
19 | 40.45165 | -79.983172 | 4 | 162 | 1 | 2 | null | null | null | 0 | 154 | 7,745 | 0 |
19 | 40.451543 | -79.983726 | 4 | 490 | 1 | 1 | null | null | null | 0 | 154 | 29,794 | 0 |
19 | 40.454037 | -79.981464 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 154 | 24,985 | 0 |
19 | 40.44042 | -79.956473 | 3.5 | 25 | 1 | 2 | null | null | null | 0 | 154 | 10,165 | 0 |
19 | 40.451655 | -79.984218 | 4 | 546 | 1 | 2 | null | null | null | 0 | 154 | 17,991 | 0 |
19 | 40.443818 | -79.885335 | 4 | 17 | 1 | 2 | null | null | null | 0 | 154 | 1,816 | 0 |
19 | 40.450838 | -79.983908 | 3.5 | 126 | 1 | 1 | null | null | null | 0 | 154 | 11,629 | 0 |
19 | 40.453822 | -79.980285 | 4.5 | 18 | 1 | 1 | null | null | null | 0 | 154 | 2,670 | 0 |
12 | 35.349545 | -80.843984 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 154 | 32,625 | 0 |
12 | 35.219204 | -80.857698 | 4 | 513 | 1 | 1 | null | null | null | 0 | 154 | 28,380 | 0 |
19 | 40.440287 | -80.002585 | 3.5 | 604 | 1 | 0 | null | null | null | 0 | 154 | 34,267 | 0 |
19 | 40.433814 | -80.004955 | 3 | 120 | 1 | 2 | null | null | null | 0 | 154 | 31,833 | 0 |
14 | 36.143528 | -115.279399 | 3.5 | 35 | 1 | 2 | null | null | null | 0 | 155 | 5,632 | 0 |
14 | 36.099237 | -115.301264 | 3.5 | 22 | 2 | 1 | null | null | null | 0 | 155 | 16,953 | 0 |
14 | 36.123192 | -115.279892 | 4.5 | 332 | 1 | 2 | null | null | null | 0 | 155 | 32,071 | 0 |
14 | 36.100078 | -115.244154 | 2.5 | 17 | 1 | 1 | null | null | null | 0 | 155 | 30,885 | 0 |
14 | 36.100877 | -115.31471 | 4 | 95 | 1 | 2 | null | null | null | 0 | 155 | 20,808 | 0 |
14 | 36.144943 | -115.301185 | 2.5 | 59 | 2 | 1 | null | null | null | 0 | 155 | 6,036 | 0 |
14 | 36.113635 | -115.261438 | 4 | 1,169 | 2 | 1 | null | null | null | 0 | 155 | 31,933 | 0 |
14 | 36.144462 | -115.268061 | 3.5 | 33 | 1 | 2 | null | null | null | 0 | 155 | 31,532 | 0 |
14 | 36.05608 | -115.280874 | 4 | 197 | 1 | 2 | null | null | null | 0 | 155 | 13,454 | 0 |
14 | 36.12993 | -115.2759 | 4 | 88 | 2 | 1 | null | null | null | 0 | 155 | 22,056 | 0 |
14 | 36.1433 | -115.25354 | 3.5 | 13 | 1 | 2 | null | null | null | 0 | 155 | 21,166 | 0 |
14 | 36.100395 | -115.304799 | 4 | 142 | 1 | 1 | null | null | null | 0 | 155 | 2,988 | 0 |
14 | 36.097968 | -115.297796 | 3.5 | 130 | 1 | 2 | null | null | null | 0 | 155 | 11,489 | 0 |
14 | 36.100504 | -115.313444 | 3.5 | 54 | 2 | 1 | null | null | null | 0 | 155 | 15,488 | 0 |
14 | 36.094104 | -115.296797 | 2.5 | 21 | 1 | 1 | null | null | null | 0 | 155 | 23,698 | 0 |
14 | 36.114064 | -115.305262 | 2 | 184 | 1 | 2 | null | null | null | 0 | 155 | 23,681 | 0 |
14 | 36.0605 | -115.279 | 2 | 50 | 1 | 1 | null | null | null | 0 | 155 | 768 | 0 |
14 | 36.115399 | -115.262621 | 4 | 10 | 2 | 1 | null | null | null | 0 | 155 | 9,013 | 0 |
14 | 36.094531 | -115.296733 | 3.5 | 26 | 2 | 1 | null | null | null | 0 | 155 | 15,408 | 0 |
14 | 36.07897 | -115.298266 | 3.5 | 300 | 1 | 2 | null | null | null | 0 | 155 | 33,948 | 0 |
14 | 36.099339 | -115.30114 | 4 | 149 | 1 | 2 | null | null | null | 0 | 155 | 30,760 | 0 |
14 | 36.158227 | -115.24463 | 4.5 | 45 | 1 | 2 | null | null | null | 0 | 155 | 15,749 | 0 |
14 | 36.147261 | -115.299659 | 4 | 329 | 1 | 1 | null | null | null | 0 | 155 | 6,997 | 0 |
14 | 36.115224 | -115.293971 | 4 | 28 | 1 | 2 | null | null | null | 0 | 155 | 9,981 | 0 |
14 | 36.11289 | -115.297544 | 3.5 | 86 | 2 | 1 | null | null | null | 0 | 155 | 10,641 | 0 |
14 | 36.144652 | -115.294935 | 2.5 | 281 | 1 | 2 | null | null | null | 0 | 155 | 35,048 | 0 |
14 | 36.143586 | -115.281564 | 3 | 35 | 1 | 1 | null | null | null | 0 | 155 | 23,847 | 0 |
14 | 36.125075 | -115.297973 | 4.5 | 248 | 1 | 2 | null | null | null | 0 | 155 | 19,617 | 0 |
14 | 36.099572 | -115.307222 | 3.5 | 54 | 1 | 2 | null | null | null | 0 | 155 | 1,453 | 0 |
14 | 36.108414 | -115.27816 | 4 | 122 | 2 | 1 | null | null | null | 0 | 155 | 30,000 | 0 |
14 | 36.13842 | -115.284254 | 4 | 176 | 1 | 2 | null | null | null | 0 | 155 | 25,004 | 0 |
14 | 36.077189 | -115.298572 | 4 | 267 | 1 | 2 | null | null | null | 0 | 155 | 30,620 | 0 |
14 | 36.094625 | -115.297747 | 4 | 134 | 1 | 1 | null | null | null | 0 | 155 | 25,427 | 0 |
14 | 36.092965 | -115.199767 | 5 | 24 | 1 | 2 | null | null | null | 0 | 155 | 28,836 | 0 |
14 | 36.165169 | -115.244802 | 2.5 | 39 | 1 | 1 | null | null | null | 0 | 155 | 2,921 | 0 |
14 | 36.086436 | -115.307593 | 4.5 | 98 | 1 | 2 | null | null | null | 0 | 155 | 13,056 | 0 |
14 | 36.157822 | -115.311202 | 4 | 575 | 1 | 2 | null | null | null | 0 | 155 | 35,770 | 0 |
14 | 36.101065 | -115.30239 | 3.5 | 105 | 1 | 2 | null | null | null | 0 | 155 | 7,505 | 0 |
14 | 36.145049 | -115.332824 | 3 | 229 | 2 | 1 | null | null | null | 0 | 155 | 6,526 | 0 |
14 | 36.06836 | -115.17798 | 2 | 355 | 1 | 2 | null | null | null | 0 | 155 | 27,568 | 0 |
14 | 36.16047 | -115.289889 | 3.5 | 207 | 2 | 1 | null | null | null | 0 | 155 | 31,065 | 0 |
14 | 36.113596 | -115.174923 | 4 | 772 | 1 | 2 | null | null | null | 0 | 155 | 16,730 | 0 |
14 | 36.06256 | -115.243388 | 3.5 | 94 | 1 | 0 | null | null | null | 0 | 155 | 6,613 | 0 |
14 | 36.125937 | -115.189743 | 3.5 | 449 | 1 | 1 | null | null | null | 0 | 155 | 24,768 | 0 |
14 | 36.061723 | -115.24188 | 3 | 63 | 1 | 1 | null | null | null | 0 | 155 | 28,667 | 0 |
14 | 36.06299 | -115.251566 | 3.5 | 158 | 1 | 2 | null | null | null | 0 | 155 | 13,973 | 0 |
14 | 36.115066 | -115.20312 | 4 | 328 | 1 | 2 | null | null | null | 0 | 155 | 26,262 | 0 |
14 | 36.126696 | -115.201301 | 4.5 | 205 | 1 | 2 | null | null | null | 0 | 155 | 34,369 | 0 |
14 | 36.113847 | -115.280624 | 4.5 | 294 | 1 | 2 | null | null | null | 0 | 155 | 7,182 | 0 |
14 | 36.066865 | -115.273241 | 4.5 | 1,054 | 1 | 1 | null | null | null | 0 | 155 | 25,611 | 0 |
14 | 36.101513 | -115.314434 | 4.5 | 264 | 1 | 2 | null | null | null | 0 | 155 | 29,292 | 0 |
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