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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9 | 40.11007 | -88.239575 | 4 | 54 | 1 | 1 | null | null | null | 0 | 554,307 | 5,207 | 0 |
9 | 40.110199 | -88.240273 | 2.5 | 19 | 0 | 1 | null | null | null | 0 | 554,307 | 28,808 | 0 |
14 | 36.126176 | -115.190938 | 4 | 174 | 1 | 2 | null | null | null | 0 | 554,308 | 26,454 | 0 |
14 | 36.126663 | -115.20992 | 4 | 832 | 2 | 1 | null | null | null | 0 | 554,308 | 1,507 | 0 |
14 | 36.126374 | -115.198116 | 4.5 | 125 | 1 | 2 | null | null | null | 0 | 554,308 | 28,445 | 0 |
14 | 36.126482 | -115.20901 | 1.5 | 10 | 1 | 1 | null | null | null | 0 | 554,308 | 6,423 | 0 |
14 | 36.126211 | -115.209584 | 3 | 13 | 2 | 1 | null | null | null | 0 | 554,308 | 34,807 | 0 |
14 | 36.126437 | -115.1917 | 3.5 | 262 | 1 | 2 | null | null | null | 0 | 554,308 | 23,265 | 0 |
14 | 36.020173 | -115.0891 | 4 | 496 | 1 | 2 | null | null | null | 0 | 554,309 | 35,151 | 0 |
14 | 36.020173 | -115.0891 | 4 | 496 | 1 | 2 | null | null | null | 0 | 554,309 | 35,151 | 0 |
14 | 36.001842 | -115.103058 | 4 | 328 | 1 | 2 | null | null | null | 0 | 554,309 | 4,160 | 0 |
14 | 36.005031 | -115.096043 | 3.5 | 873 | 1 | 2 | null | null | null | 0 | 554,309 | 19,172 | 0 |
14 | 36.006677 | -115.097033 | 3.5 | 10 | 1 | 2 | null | null | null | 0 | 554,309 | 35,625 | 0 |
14 | 36.001842 | -115.103058 | 4 | 328 | 1 | 2 | null | null | null | 0 | 554,309 | 4,160 | 0 |
1 | 33.434255 | -111.925407 | 3.5 | 85 | 1 | 1 | null | null | null | 0 | 554,310 | 32,631 | 0 |
19 | 40.432486 | -79.922856 | 3.5 | 73 | 1 | 2 | null | null | null | 0 | 554,311 | 15,737 | 0 |
19 | 40.428879 | -79.979321 | 3 | 120 | 1 | 2 | null | null | null | 0 | 554,311 | 30,773 | 0 |
19 | 40.427045 | -79.949606 | 4 | 164 | 1 | 2 | null | null | null | 0 | 554,311 | 25,946 | 0 |
19 | 40.427045 | -79.949606 | 4 | 164 | 1 | 2 | null | null | null | 0 | 554,311 | 25,946 | 0 |
19 | 40.395179 | -80.022504 | 3.5 | 85 | 1 | 2 | null | null | null | 0 | 554,311 | 32,376 | 0 |
19 | 40.427409 | -79.938205 | 3 | 15 | 1 | 2 | null | null | null | 0 | 554,311 | 3,862 | 0 |
19 | 40.427409 | -79.938205 | 3 | 15 | 1 | 2 | null | null | null | 0 | 554,311 | 3,862 | 0 |
19 | 40.428879 | -79.979321 | 3 | 120 | 1 | 2 | null | null | null | 0 | 554,311 | 30,773 | 0 |
19 | 40.429652 | -79.923248 | 3.5 | 30 | 1 | 0 | null | null | null | 0 | 554,311 | 17,368 | 0 |
19 | 40.421771 | -79.994268 | 4 | 16 | 2 | 1 | null | null | null | 0 | 554,311 | 27,412 | 0 |
19 | 40.426262 | -79.940331 | 4 | 166 | 1 | 2 | null | null | null | 0 | 554,311 | 23,887 | 0 |
19 | 40.427545 | -79.969148 | 3 | 14 | 1 | 2 | null | null | null | 0 | 554,311 | 8,447 | 0 |
19 | 40.428864 | -79.981052 | 4 | 94 | 1 | 1 | null | null | null | 0 | 554,311 | 24,301 | 0 |
19 | 40.430521 | -80.007524 | 4 | 53 | 2 | 1 | null | null | null | 0 | 554,311 | 6,261 | 0 |
19 | 40.432151 | -79.923402 | 3 | 12 | 1 | 2 | null | null | null | 0 | 554,311 | 5,460 | 0 |
19 | 40.428589 | -79.981039 | 3 | 63 | 2 | 1 | null | null | null | 0 | 554,311 | 34,004 | 0 |
1 | 33.499118 | -111.927144 | 4.5 | 72 | 2 | 1 | null | null | null | 0 | 554,312 | 19,223 | 0 |
1 | 33.421413 | -111.94298 | 4 | 654 | 1 | 2 | null | null | null | 0 | 554,312 | 14,123 | 0 |
1 | 33.434904 | -111.92533 | 4.5 | 361 | 1 | 2 | null | null | null | 0 | 554,312 | 18,736 | 0 |
1 | 33.49586 | -112.014743 | 4.5 | 352 | 1 | 2 | null | null | null | 0 | 554,312 | 1,864 | 0 |
1 | 33.487245 | -112.030553 | 4 | 24 | 1 | 2 | null | null | null | 0 | 554,312 | 12,559 | 0 |
1 | 33.551541 | -112.057969 | 4 | 169 | 2 | 1 | null | null | null | 0 | 554,312 | 24,942 | 0 |
1 | 33.49433 | -111.924289 | 3 | 230 | 1 | 2 | null | null | null | 0 | 554,312 | 12,162 | 0 |
1 | 33.511283 | -112.013696 | 4.5 | 177 | 1 | 2 | null | null | null | 0 | 554,312 | 398 | 0 |
1 | 33.424535 | -111.935203 | 3.5 | 180 | 1 | 2 | null | null | null | 0 | 554,312 | 15,613 | 0 |
1 | 33.511254 | -111.995652 | 4 | 1,193 | 1 | 1 | null | null | null | 0 | 554,312 | 11,296 | 0 |
1 | 33.502067 | -111.933737 | 4 | 28 | 1 | 2 | null | null | null | 0 | 554,312 | 22,476 | 0 |
1 | 33.452829 | -112.068503 | 4 | 53 | 1 | 2 | null | null | null | 0 | 554,312 | 5,101 | 0 |
1 | 33.44735 | -112.07112 | 4 | 106 | 1 | 2 | null | null | null | 0 | 554,312 | 15,166 | 0 |
1 | 33.510899 | -111.9861 | 3.5 | 28 | 1 | 1 | null | null | null | 0 | 554,312 | 8,953 | 0 |
1 | 33.448208 | -112.074709 | 2.5 | 63 | 1 | 2 | null | null | null | 0 | 554,312 | 33,464 | 0 |
1 | 33.39286 | -111.937698 | 4.5 | 23 | 2 | 1 | null | null | null | 0 | 554,312 | 27,815 | 0 |
1 | 33.583425 | -111.976884 | 4 | 10 | 1 | 2 | null | null | null | 0 | 554,312 | 3,423 | 0 |
1 | 33.496901 | -111.929174 | 4 | 28 | 1 | 1 | null | null | null | 0 | 554,312 | 27,316 | 0 |
1 | 33.451347 | -111.981089 | 3 | 16 | 1 | 2 | null | null | null | 0 | 554,312 | 34,025 | 0 |
1 | 33.499099 | -111.925912 | 3.5 | 167 | 1 | 2 | null | null | null | 0 | 554,312 | 5,845 | 0 |
1 | 33.537514 | -112.047195 | 4 | 263 | 1 | 2 | null | null | null | 0 | 554,312 | 7,486 | 0 |
1 | 33.449491 | -112.07412 | 3.5 | 65 | 1 | 1 | null | null | null | 0 | 554,312 | 1,729 | 0 |
1 | 33.495166 | -111.989884 | 4.5 | 179 | 1 | 1 | null | null | null | 0 | 554,312 | 12,749 | 0 |
1 | 33.583472 | -111.976012 | 2 | 32 | 2 | 1 | null | null | null | 0 | 554,312 | 24,502 | 0 |
1 | 33.601554 | -111.983762 | 4.5 | 43 | 2 | 1 | null | null | null | 0 | 554,312 | 320 | 0 |
1 | 33.459347 | -112.064755 | 4 | 108 | 1 | 1 | null | null | null | 0 | 554,312 | 16,939 | 0 |
1 | 33.564937 | -111.92441 | 3 | 100 | 1 | 1 | null | null | null | 0 | 554,312 | 23,666 | 0 |
1 | 33.505471 | -112.037009 | 3 | 282 | 1 | 1 | null | null | null | 0 | 554,312 | 26,125 | 0 |
1 | 33.509984 | -112.083543 | 2 | 33 | 2 | 1 | null | null | null | 0 | 554,312 | 6,688 | 0 |
1 | 33.480132 | -112.082479 | 3 | 36 | 1 | 1 | null | null | null | 0 | 554,312 | 4,189 | 0 |
1 | 33.483413 | -112.075372 | 3 | 13 | 1 | 1 | null | null | null | 0 | 554,312 | 12,360 | 0 |
1 | 33.494981 | -111.989878 | 3 | 22 | 1 | 2 | null | null | null | 0 | 554,312 | 13,131 | 0 |
1 | 33.494221 | -112.030498 | 4 | 243 | 1 | 2 | null | null | null | 0 | 554,312 | 35,852 | 0 |
1 | 33.494586 | -111.98605 | 3.5 | 207 | 2 | 1 | null | null | null | 0 | 554,312 | 9,015 | 0 |
1 | 33.387955 | -111.804679 | 2.5 | 52 | 1 | 2 | null | null | null | 0 | 554,312 | 11,754 | 0 |
1 | 33.557615 | -111.899083 | 4 | 50 | 1 | 1 | null | null | null | 0 | 554,312 | 11,745 | 0 |
1 | 33.499099 | -111.925912 | 3.5 | 167 | 1 | 2 | null | null | null | 0 | 554,312 | 5,845 | 0 |
1 | 33.465878 | -111.90612 | 3.5 | 45 | 1 | 1 | null | null | null | 0 | 554,312 | 22,040 | 0 |
1 | 33.392833 | -111.942989 | 2 | 18 | 2 | 1 | null | null | null | 0 | 554,312 | 18,354 | 0 |
1 | 33.487224 | -112.044719 | 4.5 | 158 | 1 | 2 | null | null | null | 0 | 554,312 | 6,045 | 0 |
1 | 33.497089 | -111.927495 | 4 | 28 | 1 | 2 | null | null | null | 0 | 554,312 | 29,589 | 0 |
1 | 33.432662 | -111.903521 | 3 | 18 | 1 | 2 | null | null | null | 0 | 554,312 | 12,139 | 0 |
1 | 33.509468 | -112.030428 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 554,312 | 2,989 | 0 |
1 | 33.403826 | -112.004574 | 3.5 | 140 | 1 | 2 | null | null | null | 0 | 554,312 | 30,808 | 0 |
1 | 33.598577 | -111.978447 | 2.5 | 54 | 2 | 1 | null | null | null | 0 | 554,312 | 27,098 | 0 |
1 | 33.616638 | -111.87281 | 4 | 14 | 1 | 2 | null | null | null | 0 | 554,312 | 8,041 | 0 |
1 | 33.527367 | -111.928573 | 4.5 | 48 | 1 | 2 | null | null | null | 0 | 554,312 | 5,420 | 0 |
1 | 33.53266 | -111.926098 | 4 | 78 | 1 | 2 | null | null | null | 0 | 554,312 | 3,323 | 0 |
1 | 33.509947 | -112.083205 | 3 | 12 | 1 | 1 | null | null | null | 0 | 554,312 | 8,242 | 0 |
1 | 33.509471 | -112.015518 | 4 | 310 | 1 | 2 | null | null | null | 0 | 554,312 | 4,872 | 0 |
1 | 33.509503 | -112.072739 | 4 | 20 | 1 | 1 | null | null | null | 0 | 554,312 | 17,384 | 0 |
1 | 33.581511 | -111.879218 | 3.5 | 223 | 1 | 2 | null | null | null | 0 | 554,312 | 10,127 | 0 |
1 | 33.495417 | -111.988191 | 3 | 123 | 1 | 1 | null | null | null | 0 | 554,312 | 19,284 | 0 |
1 | 33.391132 | -112.016538 | 4 | 278 | 1 | 1 | null | null | null | 0 | 554,312 | 5,528 | 0 |
1 | 33.436832 | -112.07052 | 4.5 | 71 | 1 | 2 | null | null | null | 0 | 554,312 | 18,306 | 0 |
1 | 33.495125 | -111.99574 | 4 | 128 | 1 | 2 | null | null | null | 0 | 554,312 | 28,148 | 0 |
1 | 33.545344 | -112.043044 | 3.5 | 488 | 1 | 1 | null | null | null | 0 | 554,312 | 11,741 | 0 |
1 | 33.584435 | -112.013558 | 3.5 | 39 | 2 | 1 | null | null | null | 0 | 554,312 | 8,527 | 0 |
1 | 33.465469 | -112.082177 | 4 | 72 | 2 | 1 | null | null | null | 0 | 554,312 | 13,616 | 0 |
1 | 33.492301 | -111.923019 | 4 | 34 | 1 | 2 | null | null | null | 0 | 554,312 | 1,430 | 0 |
1 | 33.480301 | -112.080586 | 4 | 37 | 2 | 1 | null | null | null | 0 | 554,312 | 3,692 | 0 |
1 | 33.459014 | -112.077468 | 3.5 | 331 | 1 | 2 | null | null | null | 0 | 554,312 | 24,282 | 0 |
1 | 33.582898 | -111.930869 | 4.5 | 10 | 1 | 2 | null | null | null | 0 | 554,312 | 11,984 | 0 |
1 | 33.447484 | -112.07463 | 3.5 | 207 | 1 | 2 | null | null | null | 0 | 554,312 | 2,137 | 0 |
1 | 33.578855 | -111.886934 | 3 | 75 | 1 | 2 | null | null | null | 0 | 554,312 | 24,916 | 0 |
1 | 33.42349 | -111.935593 | 4.5 | 13 | 1 | 1 | null | null | null | 0 | 554,312 | 14,778 | 0 |
1 | 33.447453 | -112.074557 | 3 | 110 | 1 | 1 | null | null | null | 0 | 554,312 | 3,394 | 0 |
1 | 33.508354 | -112.043734 | 4 | 73 | 2 | 1 | null | null | null | 0 | 554,312 | 33,242 | 0 |
1 | 33.509529 | -112.060958 | 4.5 | 607 | 1 | 2 | null | null | null | 0 | 554,312 | 11,114 | 0 |
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