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 | 36.065138 | -115.11907 | 3 | 108 | 1 | 2 | null | null | null | 0 | 554,297 | 4,445 | 0 |
14 | 36.066667 | -115.047807 | 3.5 | 133 | 2 | 1 | null | null | null | 0 | 554,297 | 15,267 | 0 |
14 | 36.072264 | -115.07488 | 3 | 147 | 0 | 1 | null | null | null | 0 | 554,297 | 8,452 | 0 |
14 | 36.088381 | -115.150688 | 1.5 | 31 | 1 | 2 | null | null | null | 0 | 554,297 | 33,716 | 0 |
17 | 41.499074 | -81.690421 | 3.5 | 927 | 1 | 2 | null | null | null | 0 | 554,298 | 9,806 | 0 |
17 | 41.136731 | -81.633668 | 3 | 39 | 2 | 1 | null | null | null | 0 | 554,298 | 5,372 | 0 |
17 | 41.498746 | -81.688499 | 4.5 | 62 | 1 | 2 | null | null | null | 0 | 554,298 | 10,631 | 0 |
17 | 41.393879 | -81.640454 | 3 | 20 | 1 | 1 | null | null | null | 0 | 554,298 | 8,260 | 0 |
17 | 41.348715 | -81.68369 | 2 | 23 | 1 | 1 | null | null | null | 0 | 554,298 | 36,076 | 0 |
17 | 41.31413 | -81.658592 | 2.5 | 20 | 2 | 1 | null | null | null | 0 | 554,298 | 27,254 | 0 |
1 | 33.496205 | -112.021235 | 1.5 | 13 | 1 | 1 | null | null | null | 0 | 554,299 | 18,624 | 0 |
1 | 33.510734 | -112.073319 | 4 | 17 | 2 | 1 | null | null | null | 0 | 554,299 | 6,094 | 0 |
1 | 33.510378 | -112.046608 | 3 | 91 | 1 | 2 | null | null | null | 0 | 554,299 | 4,463 | 0 |
1 | 33.509345 | -112.058837 | 4 | 137 | 1 | 1 | null | null | null | 0 | 554,299 | 10,108 | 0 |
1 | 33.509031 | -112.071295 | 4 | 1,322 | 1 | 2 | null | null | null | 0 | 554,299 | 35,700 | 0 |
1 | 33.580813 | -111.926948 | 3.5 | 82 | 1 | 1 | null | null | null | 0 | 554,299 | 35,773 | 0 |
1 | 33.580813 | -111.926948 | 3.5 | 82 | 1 | 1 | null | null | null | 0 | 554,299 | 35,773 | 0 |
1 | 33.48859 | -111.96035 | 3.5 | 316 | 2 | 1 | null | null | null | 0 | 554,299 | 3,290 | 0 |
1 | 33.495833 | -111.932901 | 4.5 | 97 | 1 | 2 | null | null | null | 0 | 554,299 | 36,202 | 0 |
1 | 33.492404 | -111.930993 | 4 | 378 | 2 | 1 | null | null | null | 0 | 554,299 | 14,834 | 0 |
1 | 33.509529 | -112.060958 | 2.5 | 55 | 1 | 2 | null | null | null | 0 | 554,299 | 18,682 | 0 |
1 | 33.537871 | -112.055161 | 4 | 157 | 1 | 2 | null | null | null | 0 | 554,299 | 17,455 | 0 |
1 | 33.510168 | -112.044911 | 4 | 511 | 1 | 2 | null | null | null | 0 | 554,299 | 14,754 | 0 |
1 | 33.510456 | -112.028389 | 4 | 422 | 1 | 2 | null | null | null | 0 | 554,299 | 31,039 | 0 |
1 | 33.509619 | -112.037493 | 2.5 | 36 | 1 | 1 | null | null | null | 0 | 554,299 | 32,564 | 0 |
1 | 33.508018 | -112.027017 | 2.5 | 24 | 0 | 1 | null | null | null | 0 | 554,299 | 23,953 | 0 |
1 | 33.547917 | -112.047124 | 3 | 138 | 1 | 1 | null | null | null | 0 | 554,299 | 30,495 | 0 |
1 | 33.538016 | -112.063202 | 4 | 207 | 1 | 1 | null | null | null | 0 | 554,299 | 10,660 | 0 |
1 | 33.53893 | -112.063828 | 4 | 61 | 1 | 2 | null | null | null | 0 | 554,299 | 17,022 | 0 |
1 | 33.537334 | -112.047065 | 3.5 | 347 | 1 | 1 | null | null | null | 0 | 554,299 | 27,466 | 0 |
1 | 33.495166 | -111.989884 | 4.5 | 179 | 1 | 1 | null | null | null | 0 | 554,299 | 12,749 | 0 |
1 | 33.523043 | -112.026657 | 3.5 | 195 | 1 | 1 | null | null | null | 0 | 554,299 | 27,699 | 0 |
1 | 33.494397 | -111.995508 | 4.5 | 72 | 1 | 2 | null | null | null | 0 | 554,299 | 21,861 | 0 |
1 | 33.49413 | -111.977756 | 3.5 | 397 | 1 | 2 | null | null | null | 0 | 554,299 | 27,774 | 0 |
1 | 33.509625 | -112.025377 | 3 | 10 | 1 | 1 | null | null | null | 0 | 554,299 | 17,059 | 0 |
1 | 33.53087 | -111.964106 | 4 | 58 | 1 | 1 | null | null | null | 0 | 554,299 | 4,397 | 0 |
1 | 33.531786 | -111.961181 | 4 | 397 | 1 | 1 | null | null | null | 0 | 554,299 | 32,022 | 0 |
1 | 33.494981 | -111.989878 | 4 | 122 | 1 | 1 | null | null | null | 0 | 554,299 | 8,082 | 0 |
1 | 33.497622 | -111.929255 | 4 | 525 | 1 | 2 | null | null | null | 0 | 554,299 | 26,193 | 0 |
1 | 33.523227 | -112.023252 | 4 | 93 | 1 | 1 | null | null | null | 0 | 554,299 | 22,153 | 0 |
1 | 33.507683 | -112.045969 | 3.5 | 87 | 1 | 2 | null | null | null | 0 | 554,299 | 16,105 | 0 |
1 | 33.52417 | -112.047841 | 4.5 | 757 | 1 | 1 | null | null | null | 0 | 554,299 | 27,038 | 0 |
14 | 36.19418 | -115.025472 | 2 | 12 | 2 | 1 | null | null | null | 0 | 554,300 | 13,335 | 0 |
14 | 36.167739 | -115.205902 | 4.5 | 198 | 1 | 2 | null | null | null | 0 | 554,300 | 9,035 | 0 |
14 | 36.296161 | -115.288577 | 3 | 11 | 2 | 1 | null | null | null | 0 | 554,300 | 13,766 | 0 |
14 | 36.167739 | -115.205902 | 4.5 | 198 | 1 | 2 | null | null | null | 0 | 554,300 | 9,035 | 0 |
14 | 36.216522 | -115.118967 | 3.5 | 29 | 1 | 2 | null | null | null | 0 | 554,300 | 10,485 | 0 |
14 | 36.240192 | -115.120915 | 4.5 | 586 | 1 | 1 | null | null | null | 0 | 554,300 | 10,678 | 0 |
14 | 36.196787 | -115.150455 | 4.5 | 24 | 2 | 1 | null | null | null | 0 | 554,300 | 9,242 | 0 |
14 | 36.259933 | -115.155854 | 3.5 | 26 | 1 | 1 | null | null | null | 0 | 554,300 | 13,193 | 0 |
14 | 36.169225 | -115.061145 | 3.5 | 63 | 2 | 1 | null | null | null | 0 | 554,300 | 9,476 | 0 |
14 | 36.240263 | -115.116185 | 3 | 103 | 1 | 1 | null | null | null | 0 | 554,300 | 328 | 0 |
14 | 36.218584 | -115.092758 | 4 | 42 | 2 | 1 | null | null | null | 0 | 554,300 | 4,273 | 0 |
14 | 36.169273 | -115.062847 | 2.5 | 35 | 1 | 1 | null | null | null | 0 | 554,300 | 17,178 | 0 |
14 | 36.171068 | -115.143135 | 2.5 | 363 | 1 | 1 | null | null | null | 0 | 554,300 | 31,850 | 0 |
14 | 36.197995 | -115.192156 | 3.5 | 114 | 1 | 2 | null | null | null | 0 | 554,300 | 19,432 | 0 |
14 | 36.19606 | -115.143333 | 2 | 33 | 2 | 1 | null | null | null | 0 | 554,300 | 30,485 | 0 |
14 | 36.271655 | -115.207102 | 2 | 43 | 1 | 1 | null | null | null | 0 | 554,300 | 19,950 | 0 |
19 | 40.443145 | -80.001104 | 4 | 1,476 | 1 | 2 | null | null | null | 0 | 554,301 | 11,547 | 0 |
19 | 40.443145 | -80.001104 | 4 | 1,476 | 1 | 2 | null | null | null | 0 | 554,301 | 11,547 | 0 |
19 | 40.470474 | -79.960431 | 3.5 | 70 | 1 | 1 | null | null | null | 0 | 554,301 | 34,552 | 0 |
19 | 40.464217 | -79.966385 | 4 | 72 | 1 | 1 | null | null | null | 0 | 554,301 | 561 | 0 |
19 | 40.45059 | -79.984283 | 2.5 | 292 | 1 | 2 | null | null | null | 0 | 554,301 | 22,887 | 0 |
19 | 40.464571 | -79.966165 | 3.5 | 93 | 1 | 2 | null | null | null | 0 | 554,301 | 16,988 | 0 |
14 | 36.044124 | -115.242939 | 4 | 338 | 1 | 2 | null | null | null | 0 | 554,302 | 23,248 | 0 |
14 | 36.046372 | -115.243589 | 4 | 273 | 1 | 2 | null | null | null | 0 | 554,302 | 32,392 | 0 |
14 | 36.107825 | -115.175532 | 3.5 | 75 | 1 | 1 | null | null | null | 0 | 554,302 | 33,626 | 0 |
14 | 36.117556 | -115.18814 | 3.5 | 504 | 1 | 2 | null | null | null | 0 | 554,302 | 36,098 | 0 |
14 | 36.107325 | -115.176579 | 4 | 1,042 | 1 | 1 | null | null | null | 0 | 554,302 | 19,718 | 0 |
14 | 36.121237 | -115.174105 | 3 | 1,252 | 1 | 1 | null | null | null | 0 | 554,302 | 14,450 | 0 |
14 | 36.117556 | -115.18814 | 3.5 | 504 | 1 | 2 | null | null | null | 0 | 554,302 | 36,098 | 0 |
14 | 36.072046 | -115.243501 | 4 | 490 | 1 | 1 | null | null | null | 0 | 554,302 | 13,132 | 0 |
14 | 36.116156 | -115.175058 | 3 | 12 | 1 | 2 | null | null | null | 0 | 554,302 | 13,187 | 0 |
14 | 36.105006 | -115.175298 | 3.5 | 31 | 1 | 1 | null | null | null | 0 | 554,302 | 17,560 | 0 |
14 | 36.115367 | -115.174912 | 4.5 | 281 | 1 | 1 | null | null | null | 0 | 554,302 | 14,782 | 0 |
14 | 36.114539 | -115.195684 | 3 | 138 | 1 | 2 | null | null | null | 0 | 554,302 | 27,130 | 0 |
14 | 36.117125 | -115.174793 | 4 | 3,012 | 1 | 1 | null | null | null | 0 | 554,302 | 19,620 | 0 |
14 | 36.11199 | -115.177001 | 4 | 385 | 1 | 1 | null | null | null | 0 | 554,302 | 22,313 | 0 |
14 | 36.118831 | -115.175638 | 4 | 1,056 | 1 | 1 | null | null | null | 0 | 554,302 | 13,044 | 0 |
14 | 36.118776 | -115.186568 | 2.5 | 40 | 1 | 1 | null | null | null | 0 | 554,302 | 26,359 | 0 |
14 | 36.102781 | -115.174136 | 3.5 | 140 | 2 | 1 | null | null | null | 0 | 554,302 | 9,063 | 0 |
14 | 36.102719 | -115.201984 | 4 | 112 | 1 | 2 | null | null | null | 0 | 554,302 | 2,175 | 0 |
14 | 36.115068 | -115.237872 | 5 | 14 | 1 | 1 | null | null | null | 0 | 554,302 | 3,120 | 0 |
14 | 36.064201 | -115.241566 | 3.5 | 211 | 2 | 1 | null | null | null | 0 | 554,302 | 26,566 | 0 |
14 | 36.094457 | -115.208867 | 3.5 | 135 | 1 | 2 | null | null | null | 0 | 554,302 | 30,114 | 0 |
14 | 36.067896 | -115.177586 | 3.5 | 264 | 1 | 1 | null | null | null | 0 | 554,302 | 13,842 | 0 |
14 | 36.114923 | -115.241355 | 3 | 113 | 1 | 2 | null | null | null | 0 | 554,302 | 30,193 | 0 |
14 | 36.109564 | -115.17422 | 3.5 | 189 | 1 | 2 | null | null | null | 0 | 554,302 | 6,072 | 0 |
14 | 36.116113 | -115.176222 | 4 | 7,009 | 1 | 2 | null | null | null | 0 | 554,302 | 15,987 | 0 |
14 | 36.116156 | -115.175058 | 3 | 12 | 1 | 2 | null | null | null | 0 | 554,302 | 13,187 | 0 |
14 | 36.114832 | -115.206738 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,302 | 28,792 | 0 |
14 | 36.116175 | -115.225628 | 2.5 | 31 | 1 | 1 | null | null | null | 0 | 554,302 | 29,425 | 0 |
19 | 40.519359 | -80.004266 | 3 | 37 | 1 | 0 | null | null | null | 0 | 554,303 | 17,459 | 0 |
19 | 40.44555 | -80.011337 | 3.5 | 364 | 1 | 2 | null | null | null | 0 | 554,304 | 9,450 | 0 |
1 | 33.639152 | -112.063087 | 2.5 | 24 | 1 | 2 | null | null | null | 0 | 554,305 | 23,915 | 0 |
14 | 36.128377 | -115.178283 | 3.5 | 337 | 1 | 1 | null | null | null | 0 | 554,306 | 17,981 | 0 |
9 | 40.098726 | -88.24709 | 3.5 | 98 | 1 | 1 | null | null | null | 0 | 554,307 | 7,399 | 0 |
9 | 40.110568 | -88.232582 | 4 | 158 | 2 | 1 | null | null | null | 0 | 554,307 | 3,710 | 0 |
9 | 40.099566 | -88.244382 | 4.5 | 10 | 2 | 1 | null | null | null | 0 | 554,307 | 15,132 | 0 |
9 | 40.11047 | -88.233118 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 554,307 | 28,604 | 0 |
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