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 | 36.055941 | -115.041292 | 3.5 | 150 | 1 | 2 | null | null | null | 0 | 554,340 | 6,420 | 0 |
14 | 36.151532 | -115.333016 | 4 | 227 | 2 | 1 | null | null | null | 0 | 554,340 | 22,342 | 0 |
14 | 36.147049 | -115.24348 | 2.5 | 16 | 1 | 1 | null | null | null | 0 | 554,340 | 13,237 | 0 |
14 | 36.100513 | -115.18688 | 4 | 55 | 1 | 1 | null | null | null | 0 | 554,340 | 5,711 | 0 |
14 | 36.011541 | -115.175896 | 3.5 | 119 | 1 | 2 | null | null | null | 0 | 554,340 | 32,000 | 0 |
14 | 36.034353 | -115.119162 | 4 | 75 | 1 | 1 | null | null | null | 0 | 554,340 | 7,456 | 0 |
14 | 36.070826 | -115.162891 | 4 | 395 | 1 | 2 | null | null | null | 0 | 554,340 | 20,064 | 0 |
14 | 36.135989 | -115.163124 | 1 | 12 | 1 | 1 | null | null | null | 0 | 554,340 | 16,414 | 0 |
14 | 36.163651 | -115.157749 | 4 | 882 | 1 | 2 | null | null | null | 0 | 554,340 | 9,796 | 0 |
14 | 35.993777 | -115.101582 | 4.5 | 20 | 2 | 1 | null | null | null | 0 | 554,340 | 16,386 | 0 |
14 | 36.158588 | -115.236766 | 4 | 61 | 1 | 0 | null | null | null | 0 | 554,340 | 20,714 | 0 |
14 | 36.165809 | -115.062681 | 4.5 | 14 | 2 | 1 | null | null | null | 0 | 554,340 | 12,599 | 0 |
14 | 36.052737 | -115.242587 | 4 | 44 | 2 | 1 | null | null | null | 0 | 554,340 | 31,408 | 0 |
14 | 36.198853 | -115.280642 | 4 | 10 | 1 | 2 | null | null | null | 0 | 554,340 | 19,115 | 0 |
14 | 36.177446 | -115.176403 | 3.5 | 14 | 1 | 1 | null | null | null | 0 | 554,340 | 29,128 | 0 |
14 | 36.100345 | -115.1343 | 4 | 351 | 1 | 1 | null | null | null | 0 | 554,340 | 9,998 | 0 |
14 | 36.116447 | -115.184894 | 3.5 | 176 | 1 | 1 | null | null | null | 0 | 554,340 | 13,864 | 0 |
14 | 36.108228 | -115.171869 | 4.5 | 4,869 | 1 | 1 | null | null | null | 0 | 554,340 | 8,350 | 0 |
14 | 36.142544 | -115.268731 | 4 | 90 | 2 | 1 | null | null | null | 0 | 554,340 | 34,836 | 0 |
14 | 36.12677 | -115.169178 | 3.5 | 383 | 1 | 1 | null | null | null | 0 | 554,340 | 480 | 0 |
14 | 36.113961 | -115.09092 | 4 | 119 | 2 | 1 | null | null | null | 0 | 554,340 | 919 | 0 |
14 | 36.081466 | -115.137766 | 2.5 | 173 | 1 | 2 | null | null | null | 0 | 554,340 | 19,589 | 0 |
14 | 36.124727 | -115.171765 | 2.5 | 115 | 1 | 2 | null | null | null | 0 | 554,340 | 18,291 | 0 |
14 | 36.102741 | -115.174444 | 3.5 | 607 | 1 | 2 | null | null | null | 0 | 554,340 | 22,168 | 0 |
14 | 36.051624 | -115.244128 | 3.5 | 80 | 2 | 1 | null | null | null | 0 | 554,340 | 8,144 | 0 |
14 | 36.265023 | -115.259213 | 3.5 | 100 | 1 | 2 | null | null | null | 0 | 554,340 | 682 | 0 |
14 | 36.142177 | -115.13641 | 2 | 56 | 2 | 1 | null | null | null | 0 | 554,340 | 14,077 | 0 |
14 | 36.097616 | -115.297818 | 3 | 47 | 1 | 2 | null | null | null | 0 | 554,340 | 28,631 | 0 |
14 | 36.042284 | -115.046792 | 4 | 218 | 1 | 2 | null | null | null | 0 | 554,340 | 34,524 | 0 |
14 | 36.10132 | -115.182186 | 4 | 954 | 1 | 1 | null | null | null | 0 | 554,340 | 29,112 | 0 |
14 | 36.07854 | -115.102523 | 4 | 175 | 1 | 2 | null | null | null | 0 | 554,340 | 24,098 | 0 |
14 | 36.098661 | -115.175095 | 2.5 | 36 | 1 | 1 | null | null | null | 0 | 554,340 | 29,313 | 0 |
14 | 36.114138 | -115.137401 | 3.5 | 59 | 1 | 2 | null | null | null | 0 | 554,340 | 1,378 | 0 |
14 | 36.0563 | -115.0411 | 4 | 44 | 1 | 1 | null | null | null | 0 | 554,340 | 13,051 | 0 |
14 | 36.072359 | -115.072786 | 2.5 | 67 | 1 | 1 | null | null | null | 0 | 554,340 | 20,155 | 0 |
14 | 36.011911 | -115.136116 | 4 | 184 | 1 | 2 | null | null | null | 0 | 554,340 | 3,670 | 0 |
14 | 36.011479 | -114.99218 | 4 | 146 | 1 | 2 | null | null | null | 0 | 554,340 | 29,344 | 0 |
14 | 36.172105 | -115.114866 | 2 | 13 | 1 | 2 | null | null | null | 0 | 554,340 | 18,211 | 0 |
14 | 36.03067 | -115.135742 | 3.5 | 83 | 2 | 1 | null | null | null | 0 | 554,340 | 10,448 | 0 |
14 | 36.070439 | -115.077341 | 3.5 | 12 | 0 | 1 | null | null | null | 0 | 554,340 | 20,849 | 0 |
14 | 36.169216 | -115.138711 | 3.5 | 77 | 1 | 0 | null | null | null | 0 | 554,340 | 6,049 | 0 |
14 | 36.09954 | -115.207264 | 3.5 | 16 | 0 | 1 | null | null | null | 0 | 554,340 | 16,589 | 0 |
14 | 36.127512 | -115.168869 | 4 | 666 | 1 | 2 | null | null | null | 0 | 554,340 | 16,254 | 0 |
14 | 36.099494 | -115.208365 | 2 | 33 | 2 | 1 | null | null | null | 0 | 554,340 | 7,086 | 0 |
14 | 36.101661 | -115.204289 | 4 | 447 | 1 | 2 | null | null | null | 0 | 554,340 | 32,771 | 0 |
14 | 36.047306 | -115.244158 | 3.5 | 1,118 | 1 | 2 | null | null | null | 0 | 554,340 | 9,960 | 0 |
14 | 36.041935 | -115.120227 | 3 | 12 | 1 | 1 | null | null | null | 0 | 554,340 | 32,627 | 0 |
14 | 36.099106 | -115.114361 | 4.5 | 169 | 1 | 2 | null | null | null | 0 | 554,340 | 34,764 | 0 |
14 | 36.207221 | -115.267956 | 4.5 | 160 | 1 | 1 | null | null | null | 0 | 554,340 | 32,149 | 0 |
14 | 36.068673 | -115.06953 | 4 | 56 | 1 | 2 | null | null | null | 0 | 554,340 | 24,210 | 0 |
14 | 36.223247 | -115.280128 | 3.5 | 17 | 1 | 1 | null | null | null | 0 | 554,340 | 20,486 | 0 |
14 | 36.144925 | -115.062949 | 2.5 | 18 | 1 | 1 | null | null | null | 0 | 554,340 | 20,499 | 0 |
14 | 36.005901 | -115.111864 | 3.5 | 61 | 1 | 1 | null | null | null | 0 | 554,340 | 12,137 | 0 |
14 | 36.136978 | -115.163337 | 3 | 57 | 1 | 1 | null | null | null | 0 | 554,340 | 5,783 | 0 |
14 | 36.01467 | -115.154017 | 3.5 | 80 | 1 | 2 | null | null | null | 0 | 554,340 | 17,547 | 0 |
14 | 36.238131 | -115.119008 | 3 | 30 | 1 | 2 | null | null | null | 0 | 554,340 | 34,533 | 0 |
14 | 36.117707 | -115.209897 | 3.5 | 95 | 1 | 2 | null | null | null | 0 | 554,340 | 3,039 | 0 |
14 | 36.102324 | -115.169228 | 4.5 | 383 | 1 | 2 | null | null | null | 0 | 554,340 | 1,938 | 0 |
14 | 36.005126 | -115.112729 | 4.5 | 59 | 2 | 1 | null | null | null | 0 | 554,340 | 1,372 | 0 |
14 | 36.052879 | -115.244736 | 3.5 | 46 | 1 | 1 | null | null | null | 0 | 554,340 | 34,088 | 0 |
14 | 36.068048 | -115.141921 | 4.5 | 77 | 1 | 1 | null | null | null | 0 | 554,340 | 1,930 | 0 |
14 | 36.159492 | -115.319463 | 2.5 | 104 | 1 | 2 | null | null | null | 0 | 554,340 | 18,355 | 0 |
14 | 36.116219 | -115.174572 | 3 | 68 | 2 | 1 | null | null | null | 0 | 554,340 | 11,889 | 0 |
14 | 35.997426 | -115.101962 | 2 | 26 | 2 | 1 | null | null | null | 0 | 554,340 | 28,292 | 0 |
14 | 36.115074 | -115.2056 | 3.5 | 89 | 1 | 1 | null | null | null | 0 | 554,340 | 7,545 | 0 |
14 | 36.118822 | -115.178192 | 4.5 | 226 | 1 | 1 | null | null | null | 0 | 554,340 | 13,076 | 0 |
14 | 36.031665 | -115.244296 | 4 | 180 | 1 | 1 | null | null | null | 0 | 554,340 | 10,467 | 0 |
14 | 36.142756 | -115.157875 | 3.5 | 62 | 1 | 1 | null | null | null | 0 | 554,340 | 16,860 | 0 |
14 | 36.190837 | -115.258799 | 3 | 92 | 2 | 1 | null | null | null | 0 | 554,340 | 27,748 | 0 |
14 | 36.122198 | -115.208903 | 4 | 610 | 1 | 1 | null | null | null | 0 | 554,340 | 27,924 | 0 |
14 | 36.071903 | -115.083271 | 4.5 | 172 | 1 | 2 | null | null | null | 0 | 554,340 | 29,231 | 0 |
14 | 36.114814 | -115.203157 | 3.5 | 47 | 1 | 2 | null | null | null | 0 | 554,340 | 34,905 | 0 |
14 | 36.014627 | -115.117155 | 4 | 207 | 1 | 2 | null | null | null | 0 | 554,340 | 7,319 | 0 |
14 | 36.091253 | -115.176881 | 4 | 1,020 | 1 | 1 | null | null | null | 0 | 554,340 | 20,379 | 0 |
14 | 36.052476 | -115.171507 | 4 | 474 | 1 | 1 | null | null | null | 0 | 554,340 | 2,836 | 0 |
14 | 36.194421 | -115.246813 | 3.5 | 105 | 1 | 1 | null | null | null | 0 | 554,340 | 28,294 | 0 |
14 | 36.2406 | -115.08005 | 2.5 | 23 | 1 | 1 | null | null | null | 0 | 554,340 | 29,388 | 0 |
14 | 36.093715 | -115.176623 | 4 | 932 | 1 | 1 | null | null | null | 0 | 554,340 | 23,535 | 0 |
14 | 36.274484 | -115.252556 | 4 | 96 | 1 | 1 | null | null | null | 0 | 554,340 | 14,478 | 0 |
14 | 36.102229 | -115.174585 | 4 | 283 | 1 | 2 | null | null | null | 0 | 554,340 | 10,813 | 0 |
14 | 36.206785 | -115.302374 | 3 | 129 | 1 | 2 | null | null | null | 0 | 554,340 | 31,088 | 0 |
14 | 36.087803 | -115.190521 | 3 | 15 | 2 | 1 | null | null | null | 0 | 554,340 | 26,445 | 0 |
14 | 36.098828 | -115.295732 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 554,340 | 30,346 | 0 |
14 | 36.118221 | -115.172532 | 3 | 103 | 1 | 2 | null | null | null | 0 | 554,340 | 2,717 | 0 |
14 | 36.135517 | -115.152814 | 2.5 | 54 | 1 | 1 | null | null | null | 0 | 554,340 | 9,730 | 0 |
14 | 36.113652 | -115.138382 | 4 | 555 | 1 | 1 | null | null | null | 0 | 554,340 | 24,419 | 0 |
14 | 36.158847 | -115.20751 | 2.5 | 17 | 1 | 1 | null | null | null | 0 | 554,340 | 29,340 | 0 |
14 | 36.076452 | -115.208783 | 3 | 42 | 1 | 1 | null | null | null | 0 | 554,340 | 6,029 | 0 |
14 | 36.157882 | -115.313478 | 4 | 227 | 2 | 1 | null | null | null | 0 | 554,340 | 30,385 | 0 |
14 | 36.262041 | -115.178718 | 3 | 14 | 1 | 1 | null | null | null | 0 | 554,340 | 13,494 | 0 |
14 | 36.197733 | -115.247069 | 4 | 325 | 1 | 2 | null | null | null | 0 | 554,340 | 15,504 | 0 |
14 | 36.08316 | -115.145248 | 2.5 | 145 | 1 | 1 | null | null | null | 0 | 554,340 | 20,043 | 0 |
14 | 36.116349 | -115.172121 | 3 | 22 | 1 | 2 | null | null | null | 0 | 554,340 | 30,992 | 0 |
14 | 36.104435 | -115.136785 | 4 | 45 | 1 | 2 | null | null | null | 0 | 554,340 | 1,489 | 0 |
14 | 36.128998 | -115.137672 | 3 | 26 | 1 | 0 | null | null | null | 0 | 554,340 | 10,962 | 0 |
14 | 36.104435 | -115.136785 | 4.5 | 53 | 1 | 1 | null | null | null | 0 | 554,340 | 9,051 | 0 |
14 | 36.079409 | -115.298031 | 4 | 26 | 2 | 1 | null | null | null | 0 | 554,340 | 35,059 | 0 |
14 | 36.274427 | -115.25362 | 3 | 95 | 1 | 1 | null | null | null | 0 | 554,340 | 10,370 | 0 |
14 | 36.180109 | -115.17855 | 4 | 13 | 1 | 2 | null | null | null | 0 | 554,340 | 29,702 | 0 |
14 | 36.158544 | -115.121042 | 5 | 34 | 2 | 1 | null | null | null | 0 | 554,340 | 12,049 | 0 |
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