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 | 40.115017 | -88.246139 | 4 | 21 | 1 | 2 | null | null | null | 0 | 77 | 10,553 | 0 |
19 | 40.428967 | -79.980176 | 4 | 657 | 1 | 1 | null | null | null | 0 | 77 | 12,740 | 0 |
19 | 40.538324 | -79.83441 | 2 | 16 | 2 | 1 | null | null | null | 0 | 77 | 26,099 | 0 |
18 | 43.826363 | -79.534776 | 3.5 | 38 | 2 | 1 | null | null | null | 0 | 77 | 35,922 | 0 |
18 | 43.652557 | -79.398991 | 3 | 175 | 1 | 2 | null | null | null | 0 | 77 | 5,766 | 0 |
18 | 43.648493 | -79.398113 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 77 | 9,184 | 0 |
18 | 43.654617 | -79.399092 | 4 | 47 | 1 | 1 | null | null | null | 0 | 77 | 14,838 | 0 |
19 | 40.437809 | -79.921326 | 4 | 43 | 1 | 2 | null | null | null | 0 | 77 | 17,052 | 0 |
17 | 41.481671 | -81.687058 | 4 | 374 | 1 | 1 | null | null | null | 0 | 77 | 29,014 | 0 |
17 | 41.470966 | -81.146423 | 3.5 | 29 | 1 | 1 | null | null | null | 0 | 77 | 13,383 | 0 |
14 | 36.187165 | -115.116675 | 4 | 35 | 1 | 2 | null | null | null | 0 | 77 | 30,332 | 0 |
18 | 43.645277 | -79.41494 | 3.5 | 12 | 1 | 1 | null | null | null | 0 | 77 | 14,231 | 0 |
17 | 41.509665 | -81.604248 | 3 | 40 | 2 | 1 | null | null | null | 0 | 77 | 35,706 | 0 |
17 | 41.371992 | -81.942666 | 4 | 12 | 2 | 1 | null | null | null | 0 | 77 | 2,956 | 0 |
18 | 43.697683 | -79.389209 | 3.5 | 31 | 1 | 1 | null | null | null | 0 | 77 | 23,322 | 0 |
23 | 43.074099 | -89.382824 | 4.5 | 70 | 1 | 2 | null | null | null | 0 | 77 | 30,770 | 0 |
17 | 41.488526 | -81.937159 | 4 | 42 | 1 | 1 | null | null | null | 0 | 77 | 21,359 | 0 |
18 | 43.660047 | -79.378802 | 3 | 17 | 1 | 0 | null | null | null | 0 | 77 | 28,709 | 0 |
18 | 43.679352 | -79.341659 | 3.5 | 19 | 1 | 2 | null | null | null | 0 | 77 | 12,673 | 0 |
19 | 40.3946 | -80.035252 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 77 | 31,641 | 0 |
18 | 43.625017 | -79.567262 | 4 | 22 | 2 | 1 | null | null | null | 0 | 77 | 34,201 | 0 |
18 | 43.649369 | -79.385922 | 3.5 | 228 | 1 | 2 | null | null | null | 0 | 77 | 32,435 | 0 |
18 | 43.773401 | -79.413659 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 77 | 34,782 | 0 |
17 | 41.374167 | -81.82408 | 3 | 40 | 1 | 2 | null | null | null | 0 | 77 | 4,298 | 0 |
14 | 36.130119 | -115.11657 | 2.5 | 14 | 2 | 1 | null | null | null | 0 | 77 | 21,650 | 0 |
18 | 43.680412 | -79.430742 | 3.5 | 15 | 2 | 1 | null | null | null | 0 | 77 | 20,766 | 0 |
17 | 41.750611 | -81.207302 | 4 | 32 | 2 | 1 | null | null | null | 0 | 77 | 21,344 | 0 |
17 | 41.450297 | -81.920198 | 3.5 | 62 | 1 | 2 | null | null | null | 0 | 77 | 8,681 | 0 |
18 | 43.84367 | -79.377818 | 2.5 | 14 | 1 | 1 | null | null | null | 0 | 77 | 35,150 | 0 |
18 | 43.603958 | -79.589855 | 4 | 16 | 1 | 2 | null | null | null | 0 | 77 | 17,747 | 0 |
18 | 43.832656 | -79.306583 | 3 | 160 | 1 | 1 | null | null | null | 0 | 77 | 6,717 | 0 |
23 | 43.036898 | -89.388215 | 4.5 | 20 | 2 | 1 | null | null | null | 0 | 77 | 14,767 | 0 |
18 | 43.648071 | -79.393418 | 4 | 34 | 0 | 1 | null | null | null | 0 | 77 | 21,145 | 0 |
17 | 41.431313 | -81.707055 | 4.5 | 57 | 1 | 2 | null | null | null | 0 | 77 | 31,247 | 0 |
19 | 40.44133 | -79.956892 | 3.5 | 71 | 1 | 1 | null | null | null | 0 | 77 | 12,554 | 0 |
18 | 43.649132 | -79.450121 | 3 | 19 | 0 | 1 | null | null | null | 0 | 77 | 27,779 | 0 |
18 | 43.644991 | -79.385865 | 3.5 | 83 | 2 | 1 | null | null | null | 0 | 77 | 32,728 | 0 |
19 | 40.464513 | -79.982311 | 4 | 94 | 1 | 1 | null | null | null | 0 | 77 | 23,449 | 0 |
14 | 36.238929 | -115.155669 | 3 | 175 | 2 | 1 | null | null | null | 0 | 77 | 23,086 | 0 |
19 | 40.49976 | -79.867979 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 77 | 10,150 | 0 |
17 | 41.118253 | -81.472701 | 3.5 | 25 | 2 | 1 | null | null | null | 0 | 77 | 14,134 | 0 |
18 | 43.665923 | -79.406822 | 3.5 | 71 | 1 | 2 | null | null | null | 0 | 77 | 6,197 | 0 |
18 | 43.66236 | -79.423976 | 4 | 42 | 1 | 1 | null | null | null | 0 | 77 | 20,892 | 0 |
19 | 40.442903 | -80.002561 | 3.5 | 240 | 1 | 2 | null | null | null | 0 | 77 | 20,628 | 0 |
18 | 43.639332 | -79.715967 | 4 | 299 | 1 | 2 | null | null | null | 0 | 77 | 12,679 | 0 |
14 | 36.144304 | -115.14642 | 3.5 | 24 | 2 | 1 | null | null | null | 0 | 77 | 29,442 | 0 |
19 | 40.437553 | -79.766565 | 3 | 46 | 2 | 1 | null | null | null | 0 | 77 | 17,554 | 0 |
17 | 41.425345 | -81.735593 | 3 | 38 | 1 | 1 | null | null | null | 0 | 77 | 8,759 | 0 |
18 | 43.552602 | -79.584382 | 3 | 42 | 2 | 1 | null | null | null | 0 | 77 | 15,686 | 0 |
19 | 40.440941 | -80.006137 | 4 | 131 | 1 | 2 | null | null | null | 0 | 77 | 16,088 | 0 |
18 | 43.664324 | -79.368153 | 3.5 | 157 | 0 | 1 | null | null | null | 0 | 77 | 7,282 | 0 |
18 | 43.650953 | -79.381961 | 4 | 19 | 2 | 1 | null | null | null | 0 | 77 | 8,999 | 0 |
19 | 40.490192 | -79.904442 | 3.5 | 43 | 0 | 1 | null | null | null | 0 | 77 | 22,222 | 0 |
18 | 43.70755 | -79.398122 | 4 | 59 | 1 | 1 | null | null | null | 0 | 77 | 34,115 | 0 |
18 | 43.790331 | -79.302267 | 4.5 | 217 | 2 | 1 | null | null | null | 0 | 77 | 26,571 | 0 |
17 | 41.385197 | -81.639656 | 3.5 | 21 | 1 | 2 | null | null | null | 0 | 77 | 12,557 | 0 |
18 | 43.70807 | -79.341508 | 4 | 30 | 2 | 1 | null | null | null | 0 | 77 | 18,653 | 0 |
14 | 36.11439 | -114.922614 | 3.5 | 60 | 2 | 1 | null | null | null | 0 | 77 | 31,384 | 0 |
18 | 43.829944 | -79.352981 | 3 | 41 | 1 | 2 | null | null | null | 0 | 77 | 18,032 | 0 |
18 | 43.668182 | -79.388423 | 3.5 | 65 | 1 | 1 | null | null | null | 0 | 77 | 7,672 | 0 |
18 | 43.655606 | -79.385023 | 3 | 222 | 1 | 2 | null | null | null | 0 | 77 | 1,978 | 0 |
19 | 40.43813 | -79.953671 | 2.5 | 47 | 1 | 0 | null | null | null | 0 | 77 | 21,872 | 0 |
17 | 41.498725 | -81.698193 | 3 | 84 | 0 | 1 | null | null | null | 0 | 77 | 13,483 | 0 |
17 | 41.500088 | -81.698027 | 3.5 | 62 | 1 | 0 | null | null | null | 0 | 77 | 18,413 | 0 |
18 | 43.648978 | -79.377977 | 3 | 12 | 2 | 1 | null | null | null | 0 | 77 | 20,856 | 0 |
14 | 36.100611 | -115.092039 | 2.5 | 21 | 1 | 1 | null | null | null | 0 | 77 | 7,782 | 0 |
18 | 43.650062 | -79.390649 | 4.5 | 70 | 2 | 1 | null | null | null | 0 | 77 | 24,998 | 0 |
17 | 41.553137 | -81.577032 | 3.5 | 14 | 1 | 2 | null | null | null | 0 | 77 | 7,892 | 0 |
18 | 43.662543 | -79.471128 | 4 | 49 | 1 | 0 | null | null | null | 0 | 77 | 5,327 | 0 |
18 | 43.639069 | -79.445019 | 4.5 | 11 | 1 | 1 | null | null | null | 0 | 77 | 10,265 | 0 |
18 | 43.665616 | -79.351861 | 3.5 | 24 | 2 | 1 | null | null | null | 0 | 77 | 19,179 | 0 |
17 | 41.48417 | -81.589735 | 3 | 73 | 1 | 2 | null | null | null | 0 | 77 | 34,279 | 0 |
18 | 43.770798 | -79.413089 | 3.5 | 46 | 2 | 1 | null | null | null | 0 | 77 | 6,801 | 0 |
23 | 42.989815 | -89.539006 | 4 | 31 | 1 | 1 | null | null | null | 0 | 77 | 12,866 | 0 |
17 | 41.311605 | -81.442175 | 4 | 17 | 2 | 1 | null | null | null | 0 | 77 | 25,640 | 0 |
19 | 40.381348 | -80.043966 | 4 | 29 | 2 | 1 | null | null | null | 0 | 77 | 19,081 | 0 |
18 | 43.754984 | -79.348935 | 4 | 65 | 2 | 1 | null | null | null | 0 | 77 | 28,932 | 0 |
18 | 43.833376 | -79.307775 | 3 | 28 | 1 | 2 | null | null | null | 0 | 77 | 22,775 | 0 |
18 | 43.666421 | -79.374666 | 2 | 21 | 1 | 2 | null | null | null | 0 | 77 | 24,315 | 0 |
17 | 41.622109 | -81.499044 | 4.5 | 10 | 2 | 1 | null | null | null | 0 | 77 | 632 | 0 |
18 | 43.626876 | -79.501089 | 4 | 25 | 2 | 1 | null | null | null | 0 | 77 | 534 | 0 |
19 | 40.465588 | -79.95428 | 3.5 | 28 | 1 | 2 | null | null | null | 0 | 77 | 23,388 | 0 |
18 | 43.672741 | -79.389045 | 4 | 35 | 1 | 0 | null | null | null | 0 | 77 | 28,926 | 0 |
18 | 43.64833 | -79.386767 | 3.5 | 116 | 1 | 0 | null | null | null | 0 | 77 | 9,486 | 0 |
14 | 36.172198 | -115.115679 | 3.5 | 19 | 2 | 1 | null | null | null | 0 | 77 | 18,375 | 0 |
18 | 43.648534 | -79.384842 | 3.5 | 219 | 2 | 1 | null | null | null | 0 | 77 | 19,559 | 0 |
19 | 40.451636 | -79.933392 | 4 | 71 | 1 | 1 | null | null | null | 0 | 77 | 33,461 | 0 |
17 | 41.146193 | -81.473978 | 4 | 32 | 1 | 2 | null | null | null | 0 | 77 | 29,934 | 0 |
19 | 40.458376 | -79.925454 | 3.5 | 78 | 0 | 1 | null | null | null | 0 | 77 | 7,885 | 0 |
18 | 43.650842 | -79.477041 | 4 | 46 | 2 | 1 | null | null | null | 0 | 77 | 24,934 | 0 |
18 | 43.86007 | -79.315062 | 3 | 120 | 1 | 2 | null | null | null | 0 | 77 | 30,712 | 0 |
18 | 43.642848 | -79.407235 | 3 | 61 | 1 | 2 | null | null | null | 0 | 77 | 28,116 | 0 |
18 | 43.727725 | -79.796334 | 4 | 14 | 2 | 1 | null | null | null | 0 | 77 | 27,371 | 0 |
17 | 41.310686 | -81.453473 | 2.5 | 10 | 2 | 1 | null | null | null | 0 | 77 | 22,635 | 0 |
17 | 41.392101 | -81.464559 | 3.5 | 57 | 2 | 1 | null | null | null | 0 | 77 | 17,974 | 0 |
18 | 43.787725 | -79.417175 | 4 | 32 | 1 | 0 | null | null | null | 0 | 77 | 11,446 | 0 |
18 | 43.790881 | -79.418895 | 3.5 | 15 | 1 | 1 | null | null | null | 0 | 77 | 19,218 | 0 |
18 | 43.844822 | -79.383865 | 3 | 103 | 2 | 1 | null | null | null | 0 | 77 | 28,908 | 0 |
18 | 43.79173 | -79.418028 | 3 | 20 | 1 | 2 | null | null | null | 0 | 77 | 28,562 | 0 |
18 | 43.773298 | -79.413928 | 3.5 | 132 | 1 | 2 | null | null | null | 0 | 77 | 12,669 | 0 |
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