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 | 36.056282 | -115.280428 | 4.5 | 952 | 1 | 1 | null | null | null | 0 | 554,340 | 35,890 | 0 |
14 | 36.08635 | -115.314811 | 3.5 | 48 | 1 | 2 | null | null | null | 0 | 554,340 | 12,098 | 0 |
14 | 36.247789 | -115.209653 | 4 | 351 | 1 | 1 | null | null | null | 0 | 554,340 | 15,474 | 0 |
14 | 36.114483 | -115.194814 | 4 | 59 | 1 | 2 | null | null | null | 0 | 554,340 | 35,158 | 0 |
14 | 36.215174 | -115.212311 | 4.5 | 33 | 1 | 2 | null | null | null | 0 | 554,340 | 23,840 | 0 |
14 | 36.163438 | -115.207179 | 4 | 69 | 0 | 1 | null | null | null | 0 | 554,340 | 20,271 | 0 |
14 | 36.084812 | -115.151201 | 3 | 31 | 1 | 1 | null | null | null | 0 | 554,340 | 28,333 | 0 |
1 | 33.581451 | -112.170107 | 2 | 21 | 1 | 1 | null | null | null | 0 | 554,341 | 20,136 | 0 |
1 | 33.581451 | -112.170107 | 2 | 21 | 1 | 1 | null | null | null | 0 | 554,341 | 20,136 | 0 |
1 | 33.581713 | -112.135901 | 3 | 20 | 1 | 1 | null | null | null | 0 | 554,341 | 36 | 0 |
1 | 33.581713 | -112.135901 | 3 | 20 | 1 | 1 | null | null | null | 0 | 554,341 | 36 | 0 |
1 | 33.581451 | -112.170107 | 2 | 21 | 1 | 1 | null | null | null | 0 | 554,341 | 20,136 | 0 |
1 | 33.58148 | -112.133613 | 2.5 | 13 | 1 | 1 | null | null | null | 0 | 554,341 | 19,246 | 0 |
14 | 36.102795 | -115.168508 | 3.5 | 943 | 1 | 1 | null | null | null | 0 | 554,342 | 7,195 | 0 |
12 | 35.199187 | -80.841455 | 4 | 50 | 2 | 1 | null | null | null | 0 | 554,343 | 12,277 | 0 |
12 | 35.225317 | -80.842489 | 3.5 | 158 | 1 | 2 | null | null | null | 0 | 554,343 | 13,388 | 0 |
12 | 35.202495 | -80.844567 | 4 | 170 | 1 | 1 | null | null | null | 0 | 554,343 | 32,684 | 0 |
12 | 35.225317 | -80.842489 | 3.5 | 158 | 1 | 2 | null | null | null | 0 | 554,343 | 13,388 | 0 |
12 | 35.225861 | -80.847712 | 3 | 162 | 1 | 0 | null | null | null | 0 | 554,343 | 33,393 | 0 |
12 | 35.225354 | -80.846147 | 4.5 | 39 | 2 | 1 | null | null | null | 0 | 554,343 | 25,197 | 0 |
12 | 35.226158 | -80.843504 | 2.5 | 11 | 0 | 1 | null | null | null | 0 | 554,343 | 4,231 | 0 |
12 | 35.201827 | -80.843863 | 3 | 53 | 1 | 2 | null | null | null | 0 | 554,343 | 14,477 | 0 |
12 | 35.200479 | -80.852506 | 2.5 | 11 | 1 | 2 | null | null | null | 0 | 554,343 | 35,765 | 0 |
12 | 35.210553 | -80.856673 | 4 | 552 | 1 | 2 | null | null | null | 0 | 554,343 | 7,948 | 0 |
12 | 35.201827 | -80.843863 | 3 | 53 | 1 | 2 | null | null | null | 0 | 554,343 | 14,477 | 0 |
12 | 35.225317 | -80.842488 | 3 | 179 | 1 | 2 | null | null | null | 0 | 554,343 | 3,089 | 0 |
12 | 35.203281 | -80.863991 | 3 | 170 | 1 | 2 | null | null | null | 0 | 554,343 | 24,841 | 0 |
12 | 35.225181 | -80.842261 | 3 | 43 | 1 | 2 | null | null | null | 0 | 554,343 | 11,827 | 0 |
12 | 35.219204 | -80.857698 | 4 | 513 | 1 | 1 | null | null | null | 0 | 554,343 | 28,380 | 0 |
12 | 35.225317 | -80.842489 | 3.5 | 158 | 1 | 2 | null | null | null | 0 | 554,343 | 13,388 | 0 |
12 | 35.208111 | -80.863075 | 4.5 | 109 | 1 | 1 | null | null | null | 0 | 554,343 | 27,338 | 0 |
12 | 35.218922 | -80.836153 | 3 | 27 | 1 | 1 | null | null | null | 0 | 554,343 | 29,859 | 0 |
12 | 35.209886 | -80.835598 | 4 | 377 | 1 | 2 | null | null | null | 0 | 554,343 | 26,896 | 0 |
12 | 35.227594 | -80.844018 | 2.5 | 72 | 1 | 2 | null | null | null | 0 | 554,343 | 158 | 0 |
12 | 35.226268 | -80.843786 | 4 | 390 | 1 | 2 | null | null | null | 0 | 554,343 | 32,469 | 0 |
12 | 35.230158 | -80.8473 | 3 | 30 | 1 | 2 | null | null | null | 0 | 554,343 | 16,273 | 0 |
12 | 35.225437 | -80.842021 | 3.5 | 60 | 2 | 1 | null | null | null | 0 | 554,343 | 26,191 | 0 |
12 | 35.202004 | -80.844516 | 3 | 36 | 1 | 1 | null | null | null | 0 | 554,343 | 2,968 | 0 |
12 | 35.218167 | -80.856737 | 4 | 10 | 1 | 1 | null | null | null | 0 | 554,343 | 34,268 | 0 |
12 | 35.216775 | -80.847337 | 3.5 | 41 | 2 | 1 | null | null | null | 0 | 554,343 | 23,448 | 0 |
12 | 35.208722 | -80.861432 | 4.5 | 284 | 1 | 2 | null | null | null | 0 | 554,343 | 17,190 | 0 |
12 | 35.228886 | -80.842666 | 3.5 | 487 | 1 | 2 | null | null | null | 0 | 554,343 | 35,110 | 0 |
12 | 35.215208 | -80.828196 | 3 | 26 | 2 | 1 | null | null | null | 0 | 554,343 | 31,860 | 0 |
12 | 35.228006 | -80.839001 | 3.5 | 54 | 1 | 1 | null | null | null | 0 | 554,343 | 30,195 | 0 |
12 | 35.203131 | -80.845752 | 3 | 28 | 1 | 2 | null | null | null | 0 | 554,343 | 12,312 | 0 |
12 | 35.227786 | -80.84283 | 4 | 63 | 1 | 2 | null | null | null | 0 | 554,343 | 2,366 | 0 |
12 | 35.227054 | -80.839636 | 3.5 | 86 | 1 | 2 | null | null | null | 0 | 554,343 | 36,197 | 0 |
12 | 35.214165 | -80.826742 | 4 | 29 | 2 | 1 | null | null | null | 0 | 554,343 | 25,863 | 0 |
12 | 35.224055 | -80.845588 | 3.5 | 151 | 1 | 2 | null | null | null | 0 | 554,343 | 31,613 | 0 |
12 | 35.227949 | -80.843216 | 4 | 92 | 1 | 2 | null | null | null | 0 | 554,343 | 20,786 | 0 |
2 | 48.7844 | 9.18084 | 3 | 22 | 1 | 1 | null | null | null | 0 | 554,344 | 28,653 | 0 |
2 | 48.804925 | 9.215051 | 3 | 30 | 1 | 0 | null | null | null | 0 | 554,344 | 2,321 | 0 |
2 | 48.7939 | 9.19212 | 3 | 91 | 1 | 2 | null | null | null | 0 | 554,344 | 5,908 | 0 |
2 | 48.793928 | 9.182902 | 4.5 | 12 | 0 | 1 | null | null | null | 0 | 554,344 | 4,074 | 0 |
2 | 48.784471 | 9.181307 | 4 | 13 | 1 | 1 | null | null | null | 0 | 554,344 | 25,253 | 0 |
2 | 48.7878 | 9.20163 | 4 | 29 | 1 | 1 | null | null | null | 0 | 554,344 | 20,580 | 0 |
1 | 33.355142 | -111.789959 | 4.5 | 842 | 1 | 2 | null | null | null | 0 | 554,345 | 34,258 | 0 |
1 | 33.38179 | -111.805186 | 2.5 | 59 | 1 | 2 | null | null | null | 0 | 554,345 | 13,944 | 0 |
1 | 33.423003 | -111.940656 | 3.5 | 363 | 1 | 2 | null | null | null | 0 | 554,345 | 11,071 | 0 |
1 | 33.355142 | -111.789959 | 4.5 | 842 | 1 | 2 | null | null | null | 0 | 554,345 | 34,258 | 0 |
1 | 33.376553 | -111.858717 | 2.5 | 24 | 2 | 1 | null | null | null | 0 | 554,345 | 6,680 | 0 |
1 | 33.495667 | -111.93304 | 4.5 | 18 | 1 | 2 | null | null | null | 0 | 554,345 | 25,660 | 0 |
1 | 33.393162 | -111.861521 | 4 | 93 | 1 | 1 | null | null | null | 0 | 554,345 | 4,331 | 0 |
1 | 33.363207 | -111.861136 | 4.5 | 31 | 1 | 1 | null | null | null | 0 | 554,345 | 17,126 | 0 |
1 | 33.363946 | -111.861408 | 3 | 14 | 2 | 1 | null | null | null | 0 | 554,345 | 7,340 | 0 |
1 | 33.499725 | -111.919796 | 3.5 | 54 | 1 | 1 | null | null | null | 0 | 554,345 | 18,680 | 0 |
1 | 33.501547 | -111.924147 | 4 | 456 | 1 | 2 | null | null | null | 0 | 554,345 | 8,451 | 0 |
14 | 36.115402 | -115.280675 | 4.5 | 59 | 1 | 2 | null | null | null | 0 | 554,346 | 14,827 | 0 |
14 | 36.122985 | -115.22429 | 3.5 | 120 | 1 | 2 | null | null | null | 0 | 554,346 | 2,230 | 0 |
14 | 36.124441 | -115.243702 | 4 | 73 | 1 | 1 | null | null | null | 0 | 554,346 | 19,648 | 0 |
14 | 36.115402 | -115.280675 | 4.5 | 59 | 1 | 2 | null | null | null | 0 | 554,346 | 14,827 | 0 |
14 | 36.124492 | -115.279386 | 2.5 | 21 | 1 | 1 | null | null | null | 0 | 554,346 | 329 | 0 |
14 | 36.122985 | -115.22429 | 3.5 | 120 | 1 | 2 | null | null | null | 0 | 554,346 | 2,230 | 0 |
14 | 36.123005 | -115.224101 | 3.5 | 65 | 1 | 2 | null | null | null | 0 | 554,346 | 30,763 | 0 |
14 | 36.119243 | -115.279717 | 4.5 | 63 | 2 | 1 | null | null | null | 0 | 554,346 | 21,764 | 0 |
14 | 36.123112 | -115.279897 | 4.5 | 128 | 1 | 2 | null | null | null | 0 | 554,346 | 113 | 0 |
14 | 36.119113 | -115.279733 | 4 | 617 | 1 | 2 | null | null | null | 0 | 554,346 | 5,511 | 0 |
14 | 36.115493 | -115.24112 | 3.5 | 192 | 1 | 2 | null | null | null | 0 | 554,346 | 34,997 | 0 |
18 | 43.657592 | -79.382162 | 4 | 213 | 1 | 2 | null | null | null | 0 | 554,347 | 4,696 | 0 |
18 | 43.657592 | -79.382162 | 4 | 213 | 1 | 2 | null | null | null | 0 | 554,347 | 4,696 | 0 |
18 | 43.651791 | -79.380199 | 4 | 15 | 2 | 1 | null | null | null | 0 | 554,347 | 24,217 | 0 |
18 | 43.653895 | -79.380187 | 3 | 108 | 1 | 2 | null | null | null | 0 | 554,347 | 24,125 | 0 |
18 | 43.657268 | -79.381418 | 1.5 | 10 | 2 | 1 | null | null | null | 0 | 554,347 | 15,538 | 0 |
18 | 43.655508 | -79.380466 | 3 | 231 | 1 | 1 | null | null | null | 0 | 554,347 | 9,072 | 0 |
19 | 40.450706 | -79.985588 | 3.5 | 1,101 | 1 | 2 | null | null | null | 0 | 554,348 | 27,892 | 0 |
1 | 33.587654 | -112.115796 | 4 | 1,165 | 1 | 1 | null | null | null | 0 | 554,349 | 34,343 | 0 |
19 | 40.443039 | -80.002436 | 4 | 236 | 1 | 2 | null | null | null | 0 | 554,350 | 28,172 | 0 |
19 | 40.566402 | -80.210501 | 3.5 | 111 | 1 | 2 | null | null | null | 0 | 554,350 | 18,810 | 0 |
19 | 40.566402 | -80.210501 | 3.5 | 111 | 1 | 2 | null | null | null | 0 | 554,350 | 18,810 | 0 |
19 | 40.449815 | -80.018722 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,350 | 1,359 | 0 |
19 | 40.454472 | -80.032407 | 4 | 37 | 1 | 2 | null | null | null | 0 | 554,350 | 10,428 | 0 |
19 | 40.447212 | -80.157692 | 3 | 23 | 1 | 2 | null | null | null | 0 | 554,350 | 22,225 | 0 |
19 | 40.44935 | -80.174279 | 2.5 | 25 | 1 | 2 | null | null | null | 0 | 554,350 | 25,786 | 0 |
19 | 40.566402 | -80.210501 | 3.5 | 111 | 1 | 2 | null | null | null | 0 | 554,350 | 18,810 | 0 |
19 | 40.443723 | -80.145312 | 4 | 72 | 2 | 1 | null | null | null | 0 | 554,350 | 5,468 | 0 |
19 | 40.440941 | -80.006137 | 4 | 131 | 1 | 2 | null | null | null | 0 | 554,350 | 16,088 | 0 |
19 | 40.396909 | -80.183365 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,350 | 19,870 | 0 |
19 | 40.546446 | -80.019029 | 3.5 | 93 | 1 | 2 | null | null | null | 0 | 554,350 | 21,594 | 0 |
19 | 40.529066 | -80.008721 | 3 | 31 | 1 | 1 | null | null | null | 0 | 554,350 | 25,304 | 0 |
19 | 40.451403 | -80.161831 | 3.5 | 45 | 1 | 2 | null | null | null | 0 | 554,350 | 29,235 | 0 |
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