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 | 36.197276 | -115.22319 | 3 | 21 | 2 | 1 | null | null | null | 0 | 554,340 | 35,208 | 0 |
14 | 36.108445 | -115.152635 | 3.5 | 167 | 1 | 1 | null | null | null | 0 | 554,340 | 20,969 | 0 |
14 | 36.114653 | -115.309789 | 4 | 203 | 1 | 2 | null | null | null | 0 | 554,340 | 643 | 0 |
14 | 36.011899 | -115.062841 | 4 | 861 | 1 | 2 | null | null | null | 0 | 554,340 | 32,963 | 0 |
14 | 36.041904 | -115.170383 | 2.5 | 76 | 1 | 1 | null | null | null | 0 | 554,340 | 13,338 | 0 |
14 | 36.218284 | -115.126022 | 3 | 38 | 1 | 2 | null | null | null | 0 | 554,340 | 2,372 | 0 |
14 | 36.060785 | -115.040553 | 3 | 219 | 1 | 2 | null | null | null | 0 | 554,340 | 8,219 | 0 |
14 | 36.158413 | -115.100748 | 2.5 | 34 | 1 | 2 | null | null | null | 0 | 554,340 | 16,086 | 0 |
14 | 36.167291 | -115.286953 | 3 | 80 | 1 | 1 | null | null | null | 0 | 554,340 | 23,947 | 0 |
14 | 36.144086 | -115.194345 | 4 | 327 | 1 | 2 | null | null | null | 0 | 554,340 | 15,926 | 0 |
14 | 36.124292 | -115.207833 | 4 | 177 | 1 | 1 | null | null | null | 0 | 554,340 | 25,703 | 0 |
14 | 36.221629 | -115.329061 | 2.5 | 18 | 2 | 1 | null | null | null | 0 | 554,340 | 11,467 | 0 |
14 | 36.124842 | -115.243492 | 4 | 125 | 1 | 2 | null | null | null | 0 | 554,340 | 18,933 | 0 |
14 | 36.143082 | -115.253626 | 2.5 | 80 | 2 | 1 | null | null | null | 0 | 554,340 | 14,843 | 0 |
14 | 36.095921 | -115.296673 | 3.5 | 40 | 1 | 1 | null | null | null | 0 | 554,340 | 34,138 | 0 |
14 | 36.11926 | -115.154634 | 4 | 846 | 1 | 2 | null | null | null | 0 | 554,340 | 32,262 | 0 |
14 | 36.029665 | -115.136153 | 3.5 | 62 | 1 | 2 | null | null | null | 0 | 554,340 | 32,126 | 0 |
14 | 36.011911 | -115.136116 | 4 | 184 | 1 | 2 | null | null | null | 0 | 554,340 | 3,670 | 0 |
14 | 36.127227 | -115.27994 | 4.5 | 293 | 1 | 1 | null | null | null | 0 | 554,340 | 1,843 | 0 |
14 | 36.108898 | -115.151261 | 4.5 | 3,262 | 1 | 2 | null | null | null | 0 | 554,340 | 25,859 | 0 |
14 | 36.145734 | -115.333382 | 2.5 | 237 | 1 | 1 | null | null | null | 0 | 554,340 | 22,686 | 0 |
14 | 36.094995 | -115.298202 | 3.5 | 190 | 1 | 2 | null | null | null | 0 | 554,340 | 15,752 | 0 |
14 | 36.127719 | -115.224063 | 3 | 40 | 1 | 1 | null | null | null | 0 | 554,340 | 17,551 | 0 |
14 | 36.124755 | -115.168501 | 3 | 241 | 1 | 1 | null | null | null | 0 | 554,340 | 28,107 | 0 |
14 | 36.063175 | -115.03686 | 3.5 | 11 | 1 | 1 | null | null | null | 0 | 554,340 | 20,475 | 0 |
14 | 36.020586 | -115.127524 | 2.5 | 38 | 1 | 1 | null | null | null | 0 | 554,340 | 34,509 | 0 |
14 | 36.102714 | -115.13616 | 4 | 105 | 1 | 1 | null | null | null | 0 | 554,340 | 1,138 | 0 |
14 | 36.055205 | -115.250935 | 4 | 73 | 1 | 1 | null | null | null | 0 | 554,340 | 1,466 | 0 |
14 | 36.124441 | -115.243702 | 4 | 73 | 1 | 1 | null | null | null | 0 | 554,340 | 19,648 | 0 |
14 | 36.114872 | -115.209034 | 2 | 31 | 1 | 1 | null | null | null | 0 | 554,340 | 12,144 | 0 |
14 | 36.10353 | -115.172342 | 3 | 77 | 1 | 2 | null | null | null | 0 | 554,340 | 20,460 | 0 |
14 | 36.100688 | -115.101083 | 4.5 | 47 | 2 | 1 | null | null | null | 0 | 554,340 | 21,363 | 0 |
14 | 36.143528 | -115.279399 | 3.5 | 35 | 1 | 2 | null | null | null | 0 | 554,340 | 5,632 | 0 |
14 | 36.099738 | -115.301568 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 24,823 | 0 |
14 | 36.093063 | -115.17631 | 3.5 | 866 | 1 | 1 | null | null | null | 0 | 554,340 | 12,823 | 0 |
14 | 36.159949 | -115.22221 | 3.5 | 66 | 1 | 1 | null | null | null | 0 | 554,340 | 15,295 | 0 |
14 | 36.144608 | -115.132088 | 4 | 16 | 2 | 1 | null | null | null | 0 | 554,340 | 25,328 | 0 |
14 | 36.240347 | -115.113335 | 2.5 | 10 | 1 | 1 | null | null | null | 0 | 554,340 | 11,936 | 0 |
14 | 36.03693 | -114.995706 | 3 | 10 | 1 | 1 | null | null | null | 0 | 554,340 | 34,879 | 0 |
14 | 36.126116 | -115.21809 | 4 | 79 | 1 | 2 | null | null | null | 0 | 554,340 | 2,557 | 0 |
14 | 36.160778 | -115.29141 | 2.5 | 27 | 1 | 1 | null | null | null | 0 | 554,340 | 1,329 | 0 |
14 | 36.143101 | -115.226524 | 3.5 | 33 | 2 | 1 | null | null | null | 0 | 554,340 | 1,117 | 0 |
14 | 36.24007 | -115.065384 | 2.5 | 37 | 1 | 0 | null | null | null | 0 | 554,340 | 25,458 | 0 |
14 | 36.000508 | -115.105592 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 554,340 | 9,284 | 0 |
14 | 36.180824 | -115.258967 | 4 | 387 | 1 | 2 | null | null | null | 0 | 554,340 | 23,537 | 0 |
14 | 36.163213 | -115.144501 | 4.5 | 98 | 1 | 1 | null | null | null | 0 | 554,340 | 35,031 | 0 |
14 | 36.0512 | -115.17154 | 2.5 | 12 | 1 | 1 | null | null | null | 0 | 554,340 | 14,738 | 0 |
14 | 36.036554 | -114.987245 | 4 | 84 | 1 | 2 | null | null | null | 0 | 554,340 | 32,227 | 0 |
14 | 36.078714 | -115.243167 | 3.5 | 23 | 1 | 1 | null | null | null | 0 | 554,340 | 3,879 | 0 |
14 | 36.109223 | -115.172007 | 4 | 32 | 1 | 1 | null | null | null | 0 | 554,340 | 15,546 | 0 |
14 | 36.103679 | -115.137785 | 3.5 | 274 | 1 | 1 | null | null | null | 0 | 554,340 | 93 | 0 |
14 | 36.092249 | -115.208489 | 2.5 | 44 | 1 | 0 | null | null | null | 0 | 554,340 | 31,495 | 0 |
14 | 36.183078 | -115.180708 | 4 | 10 | 1 | 2 | null | null | null | 0 | 554,340 | 23,560 | 0 |
14 | 36.029381 | -115.115198 | 4 | 202 | 1 | 2 | null | null | null | 0 | 554,340 | 19,829 | 0 |
14 | 36.238933 | -115.189942 | 4.5 | 257 | 1 | 1 | null | null | null | 0 | 554,340 | 7,392 | 0 |
14 | 36.164342 | -115.289708 | 4 | 122 | 2 | 1 | null | null | null | 0 | 554,340 | 31,765 | 0 |
14 | 36.23905 | -115.201828 | 2.5 | 25 | 2 | 1 | null | null | null | 0 | 554,340 | 26,143 | 0 |
14 | 36.041472 | -115.189213 | 2 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 12,856 | 0 |
14 | 36.0641 | -115.059248 | 3.5 | 52 | 2 | 1 | null | null | null | 0 | 554,340 | 9,670 | 0 |
14 | 36.100546 | -115.304025 | 4 | 188 | 1 | 1 | null | null | null | 0 | 554,340 | 33,239 | 0 |
14 | 36.099845 | -115.117184 | 4 | 52 | 2 | 1 | null | null | null | 0 | 554,340 | 10,637 | 0 |
14 | 36.170044 | -115.144858 | 2.5 | 285 | 1 | 1 | null | null | null | 0 | 554,340 | 13,130 | 0 |
14 | 36.102247 | -115.170301 | 3.5 | 402 | 1 | 2 | null | null | null | 0 | 554,340 | 29,366 | 0 |
14 | 36.121579 | -115.168664 | 3.5 | 430 | 1 | 2 | null | null | null | 0 | 554,340 | 10,195 | 0 |
14 | 36.143658 | -115.276433 | 3 | 30 | 1 | 2 | null | null | null | 0 | 554,340 | 3,013 | 0 |
14 | 36.194204 | -115.025503 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 554,340 | 4,339 | 0 |
14 | 36.109392 | -115.173773 | 4 | 932 | 1 | 2 | null | null | null | 0 | 554,340 | 20,108 | 0 |
14 | 36.071927 | -115.107034 | 4.5 | 944 | 1 | 2 | null | null | null | 0 | 554,340 | 17,779 | 0 |
14 | 36.125645 | -115.189605 | 3 | 35 | 2 | 1 | null | null | null | 0 | 554,340 | 26,432 | 0 |
14 | 35.997073 | -115.244096 | 4 | 416 | 1 | 2 | null | null | null | 0 | 554,340 | 24,659 | 0 |
14 | 36.271037 | -115.267937 | 3 | 98 | 1 | 2 | null | null | null | 0 | 554,340 | 27,401 | 0 |
14 | 36.160778 | -115.29141 | 2.5 | 27 | 1 | 1 | null | null | null | 0 | 554,340 | 1,329 | 0 |
14 | 36.099646 | -115.2999 | 3 | 44 | 2 | 1 | null | null | null | 0 | 554,340 | 23,225 | 0 |
14 | 36.133533 | -115.191092 | 3.5 | 12 | 1 | 1 | null | null | null | 0 | 554,340 | 11,189 | 0 |
14 | 36.130879 | -115.115003 | 4 | 53 | 1 | 2 | null | null | null | 0 | 554,340 | 33,512 | 0 |
14 | 36.08635 | -115.314811 | 3.5 | 48 | 1 | 2 | null | null | null | 0 | 554,340 | 12,098 | 0 |
14 | 36.108911 | -115.17215 | 3.5 | 63 | 1 | 2 | null | null | null | 0 | 554,340 | 35,950 | 0 |
14 | 36.076968 | -115.298524 | 4 | 176 | 1 | 2 | null | null | null | 0 | 554,340 | 26,878 | 0 |
14 | 36.142338 | -115.156305 | 2 | 46 | 1 | 1 | null | null | null | 0 | 554,340 | 1,063 | 0 |
14 | 36.276982 | -115.208475 | 3.5 | 44 | 1 | 2 | null | null | null | 0 | 554,340 | 16,982 | 0 |
14 | 36.144087 | -115.160892 | 4 | 148 | 1 | 2 | null | null | null | 0 | 554,340 | 35,123 | 0 |
14 | 36.116137 | -115.175053 | 3 | 72 | 1 | 2 | null | null | null | 0 | 554,340 | 33,089 | 0 |
14 | 36.121432 | -115.144578 | 4 | 28 | 1 | 1 | null | null | null | 0 | 554,340 | 6,921 | 0 |
14 | 36.195309 | -115.247749 | 3 | 118 | 1 | 1 | null | null | null | 0 | 554,340 | 28,256 | 0 |
14 | 36.029665 | -115.136153 | 3.5 | 62 | 1 | 2 | null | null | null | 0 | 554,340 | 32,126 | 0 |
14 | 36.109159 | -115.171998 | 3 | 745 | 1 | 2 | null | null | null | 0 | 554,340 | 6,998 | 0 |
14 | 36.218385 | -115.128183 | 4 | 16 | 2 | 1 | null | null | null | 0 | 554,340 | 8,933 | 0 |
14 | 36.172453 | -115.244843 | 2.5 | 24 | 1 | 1 | null | null | null | 0 | 554,340 | 7,563 | 0 |
14 | 36.121117 | -115.174634 | 3 | 278 | 1 | 1 | null | null | null | 0 | 554,340 | 35,267 | 0 |
14 | 36.034574 | -115.001455 | 2 | 22 | 1 | 1 | null | null | null | 0 | 554,340 | 1,449 | 0 |
14 | 36.144494 | -115.313405 | 3.5 | 72 | 1 | 1 | null | null | null | 0 | 554,340 | 10,073 | 0 |
14 | 36.125031 | -115.208013 | 3.5 | 12 | 2 | 1 | null | null | null | 0 | 554,340 | 9,638 | 0 |
14 | 36.143476 | -115.251332 | 4 | 304 | 1 | 1 | null | null | null | 0 | 554,340 | 29,149 | 0 |
14 | 36.086001 | -115.101392 | 3.5 | 13 | 1 | 2 | null | null | null | 0 | 554,340 | 29,602 | 0 |
14 | 36.020642 | -115.278034 | 1.5 | 69 | 1 | 1 | null | null | null | 0 | 554,340 | 7,346 | 0 |
14 | 36.047611 | -115.171724 | 3 | 27 | 1 | 1 | null | null | null | 0 | 554,340 | 4,753 | 0 |
14 | 36.246696 | -115.209172 | 3 | 17 | 2 | 1 | null | null | null | 0 | 554,340 | 23,020 | 0 |
14 | 36.160725 | -115.245362 | 2.5 | 22 | 1 | 0 | null | null | null | 0 | 554,340 | 1,523 | 0 |
14 | 36.264545 | -115.257414 | 3.5 | 266 | 1 | 1 | null | null | null | 0 | 554,340 | 27,886 | 0 |
14 | 36.092951 | -115.177524 | 3.5 | 330 | 1 | 2 | null | null | null | 0 | 554,340 | 5,315 | 0 |
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