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 | 36.02071 | -115.089833 | 2.5 | 50 | 2 | 1 | null | null | null | 0 | 554,357 | 22,837 | 0 |
14 | 36.126229 | -115.213507 | 4.5 | 241 | 1 | 1 | null | null | null | 0 | 554,358 | 270 | 0 |
1 | 33.45751 | -112.074124 | 3.5 | 71 | 1 | 1 | null | null | null | 0 | 554,359 | 22,461 | 0 |
1 | 33.45751 | -112.074124 | 3.5 | 71 | 1 | 1 | null | null | null | 0 | 554,359 | 22,461 | 0 |
1 | 33.45897 | -112.077487 | 4.5 | 336 | 1 | 2 | null | null | null | 0 | 554,359 | 27,015 | 0 |
1 | 33.458383 | -112.07377 | 4 | 52 | 1 | 2 | null | null | null | 0 | 554,359 | 31,126 | 0 |
1 | 33.455843 | -112.073526 | 4 | 849 | 1 | 2 | null | null | null | 0 | 554,359 | 13,667 | 0 |
1 | 33.45885 | -112.077134 | 4 | 211 | 1 | 2 | null | null | null | 0 | 554,359 | 30,188 | 0 |
1 | 33.458871 | -112.077177 | 3.5 | 20 | 1 | 1 | null | null | null | 0 | 554,359 | 34,144 | 0 |
1 | 33.459014 | -112.077468 | 3.5 | 331 | 1 | 2 | null | null | null | 0 | 554,359 | 24,282 | 0 |
1 | 33.458383 | -112.07377 | 4 | 52 | 1 | 2 | null | null | null | 0 | 554,359 | 31,126 | 0 |
1 | 33.455843 | -112.073526 | 4 | 849 | 1 | 2 | null | null | null | 0 | 554,359 | 13,667 | 0 |
14 | 36.191879 | -115.305119 | 2 | 67 | 2 | 1 | null | null | null | 0 | 554,360 | 3,263 | 0 |
14 | 36.072455 | -115.243511 | 3.5 | 381 | 1 | 2 | null | null | null | 0 | 554,360 | 19,197 | 0 |
14 | 36.101784 | -115.297884 | 3.5 | 133 | 1 | 1 | null | null | null | 0 | 554,360 | 27,662 | 0 |
14 | 36.086549 | -115.243866 | 4 | 215 | 1 | 2 | null | null | null | 0 | 554,360 | 8,185 | 0 |
14 | 36.072455 | -115.243511 | 3.5 | 381 | 1 | 2 | null | null | null | 0 | 554,360 | 19,197 | 0 |
14 | 36.110724 | -115.172169 | 4 | 5,447 | 1 | 1 | null | null | null | 0 | 554,360 | 22,992 | 0 |
14 | 36.10134 | -115.2983 | 4 | 96 | 1 | 1 | null | null | null | 0 | 554,360 | 16,937 | 0 |
14 | 36.171328 | -115.244875 | 4 | 155 | 1 | 2 | null | null | null | 0 | 554,360 | 28,442 | 0 |
14 | 36.143766 | -115.269056 | 4 | 23 | 1 | 2 | null | null | null | 0 | 554,360 | 25,362 | 0 |
14 | 36.164099 | -115.289728 | 4 | 459 | 1 | 2 | null | null | null | 0 | 554,360 | 16,118 | 0 |
14 | 36.158529 | -115.250291 | 4 | 313 | 1 | 1 | null | null | null | 0 | 554,360 | 3,620 | 0 |
14 | 36.115558 | -115.300178 | 4.5 | 27 | 1 | 1 | null | null | null | 0 | 554,360 | 33,147 | 0 |
14 | 36.157591 | -115.285658 | 4 | 642 | 1 | 1 | null | null | null | 0 | 554,360 | 6,221 | 0 |
14 | 36.160224 | -115.291511 | 3.5 | 81 | 1 | 2 | null | null | null | 0 | 554,360 | 26,373 | 0 |
14 | 36.166727 | -115.286842 | 2.5 | 34 | 1 | 1 | null | null | null | 0 | 554,360 | 5,441 | 0 |
14 | 36.14402 | -115.297186 | 3 | 21 | 2 | 1 | null | null | null | 0 | 554,360 | 1,572 | 0 |
14 | 36.157691 | -115.29188 | 3 | 225 | 1 | 2 | null | null | null | 0 | 554,360 | 2,432 | 0 |
14 | 36.165169 | -115.244802 | 2.5 | 39 | 1 | 1 | null | null | null | 0 | 554,360 | 2,921 | 0 |
14 | 36.14356 | -115.26095 | 4 | 11 | 1 | 1 | null | null | null | 0 | 554,360 | 21,524 | 0 |
14 | 36.159557 | -115.24518 | 4.5 | 23 | 2 | 1 | null | null | null | 0 | 554,360 | 3,578 | 0 |
1 | 33.640793 | -112.117885 | 2.5 | 124 | 1 | 1 | null | null | null | 0 | 554,360 | 8,437 | 0 |
14 | 36.12568 | -115.211599 | 3.5 | 170 | 1 | 2 | null | null | null | 0 | 554,360 | 26,095 | 0 |
14 | 36.122084 | -115.168032 | 5 | 17 | 1 | 1 | null | null | null | 0 | 554,360 | 21,652 | 0 |
14 | 36.113847 | -115.280624 | 4.5 | 294 | 1 | 2 | null | null | null | 0 | 554,360 | 7,182 | 0 |
14 | 36.100851 | -115.280992 | 4.5 | 11 | 2 | 1 | null | null | null | 0 | 554,360 | 11,174 | 0 |
1 | 33.421413 | -111.914915 | 4 | 628 | 1 | 2 | null | null | null | 0 | 554,360 | 30,158 | 0 |
1 | 33.596948 | -112.166664 | 3 | 10 | 1 | 2 | null | null | null | 0 | 554,360 | 27,507 | 0 |
14 | 36.113757 | -115.16882 | 3.5 | 388 | 1 | 2 | null | null | null | 0 | 554,360 | 26,825 | 0 |
1 | 33.394803 | -111.908339 | 4 | 137 | 1 | 1 | null | null | null | 0 | 554,360 | 20,637 | 0 |
14 | 36.05885 | -115.119992 | 2.5 | 52 | 1 | 0 | null | null | null | 0 | 554,360 | 30,530 | 0 |
1 | 33.581864 | -111.92405 | 3.5 | 110 | 1 | 2 | null | null | null | 0 | 554,360 | 1,380 | 0 |
1 | 33.425289 | -111.939698 | 3 | 135 | 1 | 1 | null | null | null | 0 | 554,360 | 10,341 | 0 |
14 | 36.013922 | -114.954382 | 3 | 20 | 2 | 1 | null | null | null | 0 | 554,360 | 17,027 | 0 |
14 | 36.172744 | -115.145585 | 3.5 | 28 | 1 | 2 | null | null | null | 0 | 554,360 | 28,114 | 0 |
1 | 33.307426 | -111.874066 | 3.5 | 174 | 1 | 2 | null | null | null | 0 | 554,360 | 17,147 | 0 |
14 | 36.102562 | -115.169277 | 2.5 | 178 | 1 | 2 | null | null | null | 0 | 554,360 | 15,155 | 0 |
1 | 33.671759 | -111.905922 | 4 | 270 | 1 | 1 | null | null | null | 0 | 554,360 | 15,887 | 0 |
1 | 33.458812 | -112.070364 | 4.5 | 188 | 1 | 1 | null | null | null | 0 | 554,360 | 21,859 | 0 |
1 | 33.742803 | -111.978251 | 3.5 | 26 | 1 | 1 | null | null | null | 0 | 554,360 | 4,047 | 0 |
1 | 33.586416 | -111.835554 | 3 | 12 | 1 | 1 | null | null | null | 0 | 554,360 | 34,522 | 0 |
12 | 35.062137 | -80.773105 | 3 | 50 | 1 | 1 | null | null | null | 0 | 554,361 | 13,129 | 0 |
14 | 36.111072 | -115.172452 | 3.5 | 1,128 | 1 | 2 | null | null | null | 0 | 554,361 | 11,878 | 0 |
14 | 36.111072 | -115.172452 | 3.5 | 1,128 | 1 | 2 | null | null | null | 0 | 554,361 | 11,878 | 0 |
12 | 35.213332 | -80.843564 | 3.5 | 169 | 1 | 2 | null | null | null | 0 | 554,361 | 6,677 | 0 |
12 | 35.062137 | -80.773105 | 3 | 50 | 1 | 1 | null | null | null | 0 | 554,361 | 13,129 | 0 |
12 | 35.189745 | -80.87499 | 1.5 | 19 | 1 | 0 | null | null | null | 0 | 554,361 | 29,611 | 0 |
12 | 35.209084 | -80.857952 | 3.5 | 11 | 1 | 2 | null | null | null | 0 | 554,361 | 32,083 | 0 |
12 | 35.221673 | -80.847503 | 3.5 | 44 | 1 | 2 | null | null | null | 0 | 554,361 | 9,253 | 0 |
12 | 35.091398 | -80.876143 | 2 | 13 | 2 | 1 | null | null | null | 0 | 554,361 | 35,689 | 0 |
12 | 35.225324 | -80.842187 | 2.5 | 129 | 1 | 1 | null | null | null | 0 | 554,361 | 35,641 | 0 |
12 | 35.180604 | -80.880154 | 4.5 | 51 | 1 | 2 | null | null | null | 0 | 554,361 | 32,911 | 0 |
12 | 35.226666 | -80.842067 | 3.5 | 301 | 1 | 2 | null | null | null | 0 | 554,361 | 13,577 | 0 |
12 | 35.208225 | -80.860675 | 3 | 102 | 1 | 2 | null | null | null | 0 | 554,361 | 24,949 | 0 |
12 | 35.216618 | -80.854445 | 3 | 152 | 1 | 1 | null | null | null | 0 | 554,361 | 31,373 | 0 |
12 | 35.171698 | -80.849907 | 4 | 28 | 1 | 1 | null | null | null | 0 | 554,361 | 593 | 0 |
12 | 35.154793 | -80.876561 | 3.5 | 55 | 1 | 2 | null | null | null | 0 | 554,361 | 21,376 | 0 |
12 | 35.086145 | -80.849974 | 3 | 18 | 2 | 1 | null | null | null | 0 | 554,361 | 14,571 | 0 |
12 | 35.135719 | -80.878744 | 4.5 | 14 | 1 | 1 | null | null | null | 0 | 554,361 | 31,912 | 0 |
12 | 35.223188 | -80.846627 | 3.5 | 120 | 1 | 2 | null | null | null | 0 | 554,361 | 23,683 | 0 |
12 | 35.202137 | -80.781657 | 4.5 | 54 | 1 | 0 | null | null | null | 0 | 554,361 | 30,109 | 0 |
12 | 35.170768 | -80.850212 | 3.5 | 17 | 1 | 2 | null | null | null | 0 | 554,361 | 25,950 | 0 |
12 | 35.035623 | -80.804183 | 3.5 | 80 | 1 | 2 | null | null | null | 0 | 554,361 | 4,051 | 0 |
12 | 35.199986 | -80.844183 | 3.5 | 100 | 1 | 2 | null | null | null | 0 | 554,361 | 8,709 | 0 |
12 | 35.102467 | -80.99095 | 3 | 20 | 2 | 1 | null | null | null | 0 | 554,361 | 20,778 | 0 |
12 | 35.206507 | -80.860258 | 4 | 44 | 2 | 1 | null | null | null | 0 | 554,361 | 7,500 | 0 |
1 | 33.4998 | -111.923509 | 4.5 | 66 | 1 | 2 | null | null | null | 0 | 554,361 | 11,448 | 0 |
12 | 35.213641 | -80.826168 | 4.5 | 152 | 1 | 2 | null | null | null | 0 | 554,361 | 14,517 | 0 |
12 | 35.206798 | -80.835124 | 2 | 15 | 1 | 0 | null | null | null | 0 | 554,361 | 26,768 | 0 |
12 | 35.106521 | -80.807368 | 4.5 | 28 | 2 | 1 | null | null | null | 0 | 554,361 | 30,159 | 0 |
1 | 33.501547 | -111.924147 | 4 | 456 | 1 | 2 | null | null | null | 0 | 554,361 | 8,451 | 0 |
12 | 35.17441 | -80.839424 | 4 | 51 | 1 | 2 | null | null | null | 0 | 554,361 | 14,869 | 0 |
12 | 35.200463 | -80.852509 | 3.5 | 102 | 1 | 2 | null | null | null | 0 | 554,361 | 53 | 0 |
1 | 33.655825 | -112.062315 | 4 | 15 | 2 | 1 | null | null | null | 0 | 554,361 | 32,048 | 0 |
1 | 33.480359 | -111.969993 | 3.5 | 69 | 1 | 2 | null | null | null | 0 | 554,361 | 33,856 | 0 |
1 | 33.670506 | -112.23842 | 3.5 | 92 | 2 | 1 | null | null | null | 0 | 554,361 | 5,031 | 0 |
1 | 33.623994 | -111.928747 | 4 | 558 | 1 | 1 | null | null | null | 0 | 554,361 | 5,015 | 0 |
14 | 36.104416 | -115.13676 | 3 | 195 | 1 | 2 | null | null | null | 0 | 554,361 | 18,904 | 0 |
12 | 35.482927 | -80.86002 | 4.5 | 30 | 1 | 2 | null | null | null | 0 | 554,361 | 9,562 | 0 |
1 | 33.507309 | -112.037358 | 4.5 | 93 | 1 | 1 | null | null | null | 0 | 554,361 | 10,083 | 0 |
14 | 36.10086 | -115.13865 | 2.5 | 35 | 2 | 1 | null | null | null | 0 | 554,361 | 11,215 | 0 |
1 | 33.509597 | -112.20502 | 1 | 10 | 1 | 1 | null | null | null | 0 | 554,361 | 28,900 | 0 |
1 | 33.696764 | -111.916072 | 3.5 | 128 | 1 | 2 | null | null | null | 0 | 554,361 | 7,387 | 0 |
1 | 33.641016 | -112.092452 | 2.5 | 62 | 1 | 2 | null | null | null | 0 | 554,361 | 10,849 | 0 |
12 | 35.220266 | -80.943221 | 2 | 318 | 1 | 2 | null | null | null | 0 | 554,361 | 8,121 | 0 |
14 | 36.118181 | -115.17158 | 4 | 4,774 | 1 | 2 | null | null | null | 0 | 554,362 | 24,422 | 0 |
1 | 33.638668 | -112.223374 | 3.5 | 226 | 1 | 2 | null | null | null | 0 | 554,362 | 35,974 | 0 |
14 | 36.040303 | -115.047595 | 4 | 34 | 1 | 2 | null | null | null | 0 | 554,362 | 12,755 | 0 |
14 | 36.007007 | -115.146243 | 3.5 | 119 | 2 | 1 | null | null | null | 0 | 554,362 | 7,589 | 0 |
Subsets and Splits