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 | 36.128561 | -115.17113 | 3.5 | 22 | 2 | 1 | null | null | null | 0 | 0 | 3,579 | 0 |
14 | 36.126428 | -115.201308 | 3 | 245 | 1 | 1 | null | null | null | 0 | 0 | 10,836 | 0 |
14 | 36.129522 | -115.172779 | 3 | 101 | 1 | 2 | null | null | null | 0 | 0 | 12,568 | 0 |
14 | 36.160552 | -115.318872 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 0 | 16,372 | 0 |
14 | 36.118448 | -115.209104 | 3.5 | 273 | 1 | 1 | null | null | null | 0 | 0 | 5,779 | 0 |
14 | 36.143822 | -115.294084 | 3 | 22 | 1 | 1 | null | null | null | 0 | 0 | 32,463 | 0 |
14 | 36.114277 | -115.170976 | 3.5 | 101 | 1 | 2 | null | null | null | 0 | 0 | 24,660 | 0 |
14 | 36.158624 | -115.204757 | 4.5 | 113 | 1 | 1 | null | null | null | 0 | 0 | 31,091 | 0 |
14 | 36.146494 | -115.155886 | 3.5 | 17 | 1 | 2 | null | null | null | 0 | 0 | 26,603 | 0 |
14 | 36.115263 | -115.226902 | 4 | 49 | 1 | 2 | null | null | null | 0 | 0 | 24,594 | 0 |
14 | 36.126092 | -115.218049 | 4.5 | 11 | 1 | 1 | null | null | null | 0 | 0 | 36,190 | 0 |
14 | 36.116027 | -115.29442 | 3.5 | 210 | 1 | 2 | null | null | null | 0 | 0 | 36,176 | 0 |
14 | 36.104048 | -115.182703 | 4.5 | 11 | 1 | 1 | null | null | null | 0 | 0 | 5,708 | 0 |
14 | 36.12253 | -115.244626 | 4 | 39 | 2 | 1 | null | null | null | 0 | 0 | 24,346 | 0 |
14 | 36.159693 | -115.23027 | 3.5 | 156 | 1 | 2 | null | null | null | 0 | 0 | 13,675 | 0 |
14 | 36.126101 | -115.211285 | 3.5 | 386 | 1 | 2 | null | null | null | 0 | 0 | 21,074 | 0 |
1 | 33.567482 | -112.066228 | 4.5 | 10 | 1 | 1 | null | null | null | 0 | 1 | 8,646 | 0 |
1 | 33.611785 | -112.11052 | 4 | 49 | 1 | 1 | null | null | null | 0 | 1 | 23,938 | 0 |
1 | 33.595369 | -112.099013 | 3.5 | 66 | 1 | 2 | null | null | null | 0 | 1 | 1,677 | 0 |
1 | 33.5678 | -112.0993 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 1 | 35,516 | 0 |
1 | 33.571608 | -112.081336 | 3.5 | 30 | 1 | 2 | null | null | null | 0 | 1 | 14,866 | 0 |
1 | 33.5678 | -112.0993 | 3.5 | 13 | 1 | 1 | null | null | null | 0 | 1 | 35,516 | 0 |
14 | 36.147153 | -115.299976 | 3.5 | 489 | 1 | 2 | null | null | null | 0 | 2 | 31,087 | 0 |
14 | 36.147153 | -115.299976 | 3.5 | 489 | 1 | 2 | null | null | null | 0 | 2 | 31,087 | 0 |
14 | 36.144004 | -115.198714 | 4 | 81 | 2 | 1 | null | null | null | 0 | 2 | 17,434 | 0 |
14 | 36.055339 | -115.225998 | 3.5 | 41 | 2 | 1 | null | null | null | 0 | 2 | 13,566 | 0 |
14 | 36.059982 | -115.279878 | 2.5 | 35 | 1 | 1 | null | null | null | 0 | 2 | 2,415 | 0 |
14 | 36.144001 | -115.206161 | 3 | 72 | 1 | 1 | null | null | null | 0 | 2 | 34,475 | 0 |
1 | 33.833399 | -111.938746 | 4.5 | 138 | 1 | 2 | null | null | null | 0 | 3 | 29,824 | 0 |
14 | 36.084293 | -115.293878 | 4.5 | 1,092 | 1 | 2 | null | null | null | 0 | 4 | 31,074 | 0 |
1 | 33.522735 | -111.900151 | 4.5 | 232 | 1 | 2 | null | null | null | 0 | 5 | 9,895 | 0 |
1 | 33.539308 | -111.922631 | 4 | 138 | 1 | 1 | null | null | null | 0 | 5 | 4,236 | 0 |
1 | 33.555191 | -111.899037 | 4.5 | 553 | 1 | 2 | null | null | null | 0 | 5 | 3,193 | 0 |
1 | 33.581586 | -111.925693 | 4 | 131 | 1 | 1 | null | null | null | 0 | 5 | 32,346 | 0 |
1 | 33.538139 | -111.889439 | 2.5 | 83 | 1 | 1 | null | null | null | 0 | 5 | 1,471 | 0 |
1 | 33.547957 | -111.924799 | 3.5 | 50 | 1 | 2 | null | null | null | 0 | 5 | 5,532 | 0 |
1 | 33.613085 | -111.927283 | 3.5 | 85 | 1 | 1 | null | null | null | 0 | 5 | 18,803 | 0 |
1 | 33.57793 | -111.925334 | 2.5 | 122 | 1 | 0 | null | null | null | 0 | 5 | 4,054 | 0 |
1 | 33.58159 | -111.923224 | 4.5 | 97 | 1 | 1 | null | null | null | 0 | 5 | 25,782 | 0 |
1 | 33.499725 | -111.919796 | 3.5 | 54 | 1 | 1 | null | null | null | 0 | 5 | 18,680 | 0 |
1 | 33.54268 | -111.925143 | 4 | 714 | 1 | 1 | null | null | null | 0 | 5 | 8,471 | 0 |
1 | 33.501982 | -111.918242 | 3.5 | 278 | 1 | 1 | null | null | null | 0 | 5 | 4,417 | 0 |
1 | 33.623502 | -111.926246 | 3.5 | 190 | 1 | 2 | null | null | null | 0 | 5 | 32,844 | 0 |
1 | 33.579787 | -111.924065 | 4 | 181 | 2 | 1 | null | null | null | 0 | 5 | 2,245 | 0 |
1 | 33.565149 | -111.915293 | 3.5 | 62 | 1 | 2 | null | null | null | 0 | 5 | 27,140 | 0 |
1 | 33.62413 | -111.929156 | 4 | 395 | 1 | 1 | null | null | null | 0 | 5 | 20,272 | 0 |
1 | 33.618355 | -111.925244 | 3.5 | 99 | 2 | 1 | null | null | null | 0 | 5 | 32,315 | 0 |
1 | 33.567038 | -111.918465 | 4 | 123 | 1 | 2 | null | null | null | 0 | 5 | 19,785 | 0 |
1 | 33.577653 | -111.927532 | 3.5 | 69 | 2 | 1 | null | null | null | 0 | 5 | 6,915 | 0 |
1 | 33.501078 | -111.925484 | 4 | 190 | 1 | 2 | null | null | null | 0 | 5 | 12,745 | 0 |
1 | 33.579384 | -111.88716 | 3.5 | 30 | 1 | 0 | null | null | null | 0 | 5 | 32,178 | 0 |
1 | 33.623663 | -111.926028 | 4.5 | 540 | 1 | 2 | null | null | null | 0 | 5 | 16,366 | 0 |
1 | 33.565021 | -111.925928 | 2.5 | 16 | 1 | 1 | null | null | null | 0 | 5 | 35,407 | 0 |
1 | 33.507555 | -111.948906 | 3.5 | 69 | 1 | 1 | null | null | null | 0 | 5 | 22,348 | 0 |
1 | 33.499725 | -111.919796 | 3.5 | 55 | 1 | 1 | null | null | null | 0 | 5 | 13,145 | 0 |
1 | 33.622888 | -111.929376 | 3 | 164 | 1 | 2 | null | null | null | 0 | 5 | 33,660 | 0 |
1 | 33.624098 | -111.921646 | 4 | 10 | 1 | 1 | null | null | null | 0 | 5 | 29,544 | 0 |
1 | 33.627288 | -111.89567 | 4.5 | 91 | 1 | 2 | null | null | null | 0 | 5 | 16,461 | 0 |
1 | 33.524244 | -111.899273 | 3.5 | 148 | 1 | 2 | null | null | null | 0 | 5 | 4,480 | 0 |
1 | 33.625409 | -111.925128 | 3.5 | 449 | 1 | 2 | null | null | null | 0 | 5 | 58 | 0 |
1 | 33.583136 | -111.894196 | 3 | 148 | 1 | 2 | null | null | null | 0 | 5 | 18,107 | 0 |
1 | 33.582697 | -111.893726 | 3.5 | 21 | 1 | 1 | null | null | null | 0 | 5 | 30,585 | 0 |
1 | 33.624651 | -111.944245 | 4 | 219 | 1 | 2 | null | null | null | 0 | 5 | 35,224 | 0 |
1 | 33.582512 | -111.92753 | 3 | 11 | 2 | 1 | null | null | null | 0 | 5 | 29,758 | 0 |
1 | 33.528666 | -111.972589 | 3.5 | 132 | 1 | 2 | null | null | null | 0 | 5 | 17,642 | 0 |
1 | 33.500548 | -111.922694 | 2 | 145 | 1 | 2 | null | null | null | 0 | 5 | 9,527 | 0 |
1 | 33.58342 | -111.924273 | 3 | 28 | 1 | 2 | null | null | null | 0 | 5 | 20,216 | 0 |
1 | 33.613425 | -111.923871 | 4.5 | 223 | 1 | 2 | null | null | null | 0 | 5 | 9,617 | 0 |
1 | 33.581421 | -111.925694 | 3 | 232 | 1 | 1 | null | null | null | 0 | 5 | 6,419 | 0 |
1 | 33.501982 | -111.918242 | 3.5 | 278 | 1 | 1 | null | null | null | 0 | 5 | 4,417 | 0 |
1 | 33.524201 | -111.901143 | 2.5 | 24 | 1 | 2 | null | null | null | 0 | 5 | 24,155 | 0 |
1 | 33.567024 | -111.925421 | 4 | 363 | 1 | 2 | null | null | null | 0 | 5 | 34,547 | 0 |
1 | 33.56715 | -111.925924 | 2.5 | 18 | 1 | 2 | null | null | null | 0 | 5 | 3,542 | 0 |
1 | 33.515714 | -111.925406 | 4 | 15 | 2 | 1 | null | null | null | 0 | 5 | 13,478 | 0 |
1 | 33.617584 | -111.926245 | 4 | 138 | 1 | 1 | null | null | null | 0 | 5 | 31,808 | 0 |
1 | 33.58422 | -111.922585 | 4.5 | 78 | 1 | 1 | null | null | null | 0 | 5 | 14,960 | 0 |
1 | 33.619486 | -111.898391 | 3.5 | 51 | 1 | 1 | null | null | null | 0 | 5 | 34,574 | 0 |
1 | 33.567081 | -111.924293 | 4 | 158 | 1 | 2 | null | null | null | 0 | 5 | 11,147 | 0 |
1 | 33.510482 | -111.911536 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 5 | 15,206 | 0 |
1 | 33.581421 | -111.925694 | 3 | 232 | 1 | 1 | null | null | null | 0 | 5 | 6,419 | 0 |
1 | 33.555212 | -111.900456 | 3.5 | 263 | 1 | 1 | null | null | null | 0 | 5 | 18,520 | 0 |
1 | 33.501429 | -111.922042 | 3.5 | 122 | 1 | 2 | null | null | null | 0 | 5 | 2,346 | 0 |
1 | 33.499927 | -111.925686 | 4 | 20 | 1 | 2 | null | null | null | 0 | 5 | 12,154 | 0 |
1 | 33.527929 | -111.926105 | 4 | 678 | 1 | 2 | null | null | null | 0 | 5 | 9,222 | 0 |
1 | 33.61416 | -111.926315 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 5 | 30,891 | 0 |
1 | 33.602929 | -111.924842 | 5 | 11 | 1 | 2 | null | null | null | 0 | 5 | 20,565 | 0 |
1 | 33.554553 | -111.876044 | 3.5 | 39 | 2 | 1 | null | null | null | 0 | 5 | 20,833 | 0 |
1 | 33.611012 | -111.927648 | 4 | 219 | 1 | 2 | null | null | null | 0 | 5 | 22,734 | 0 |
1 | 33.611012 | -111.927648 | 4 | 219 | 1 | 2 | null | null | null | 0 | 5 | 22,734 | 0 |
1 | 33.58159 | -111.923224 | 4.5 | 97 | 1 | 1 | null | null | null | 0 | 5 | 25,782 | 0 |
1 | 33.539349 | -111.923908 | 3 | 65 | 1 | 1 | null | null | null | 0 | 5 | 9,017 | 0 |
1 | 33.58159 | -111.923224 | 4.5 | 97 | 1 | 1 | null | null | null | 0 | 5 | 25,782 | 0 |
1 | 33.537052 | -111.906691 | 3 | 14 | 2 | 1 | null | null | null | 0 | 5 | 3,924 | 0 |
1 | 33.555212 | -111.900456 | 3.5 | 263 | 1 | 1 | null | null | null | 0 | 5 | 18,520 | 0 |
1 | 33.613085 | -111.927283 | 3 | 15 | 2 | 1 | null | null | null | 0 | 5 | 6,670 | 0 |
1 | 33.574525 | -111.905347 | 2 | 17 | 0 | 1 | null | null | null | 0 | 5 | 12,759 | 0 |
1 | 33.583142 | -111.926732 | 3.5 | 123 | 1 | 1 | null | null | null | 0 | 5 | 13,067 | 0 |
1 | 33.620127 | -111.876691 | 3.5 | 49 | 2 | 1 | null | null | null | 0 | 5 | 33,929 | 0 |
1 | 33.570941 | -111.887579 | 2.5 | 23 | 1 | 1 | null | null | null | 0 | 5 | 15,733 | 0 |
1 | 33.609716 | -111.926258 | 4 | 80 | 2 | 1 | null | null | null | 0 | 5 | 16,735 | 0 |
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