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 | 36.115162 | -115.15979 | 4 | 890 | 1 | 1 | null | null | null | 0 | 554,288 | 16,078 | 0 |
14 | 36.01658 | -115.118701 | 3 | 17 | 1 | 2 | null | null | null | 0 | 554,288 | 28,561 | 0 |
14 | 36.005901 | -115.111864 | 4.5 | 27 | 1 | 1 | null | null | null | 0 | 554,288 | 32,286 | 0 |
14 | 36.114025 | -115.101408 | 3 | 11 | 2 | 1 | null | null | null | 0 | 554,288 | 17,598 | 0 |
14 | 36.101185 | -115.118517 | 4 | 25 | 2 | 1 | null | null | null | 0 | 554,288 | 24,601 | 0 |
14 | 36.072248 | -115.09903 | 4 | 239 | 1 | 2 | null | null | null | 0 | 554,288 | 2,467 | 0 |
1 | 33.300426 | -111.842268 | 4 | 51 | 1 | 1 | null | null | null | 0 | 554,289 | 1,340 | 0 |
14 | 36.09446 | -115.176113 | 4 | 2,440 | 1 | 1 | null | null | null | 0 | 554,290 | 7,787 | 0 |
12 | 35.116499 | -80.719595 | 3 | 108 | 1 | 2 | null | null | null | 0 | 554,291 | 6,990 | 0 |
12 | 35.096321 | -80.78463 | 3.5 | 27 | 2 | 1 | null | null | null | 0 | 554,291 | 8,829 | 0 |
12 | 35.116499 | -80.719595 | 3 | 108 | 1 | 2 | null | null | null | 0 | 554,291 | 6,990 | 0 |
12 | 35.116499 | -80.719595 | 3 | 108 | 1 | 2 | null | null | null | 0 | 554,291 | 6,990 | 0 |
12 | 35.116499 | -80.719595 | 3 | 108 | 1 | 2 | null | null | null | 0 | 554,291 | 6,990 | 0 |
12 | 35.095642 | -80.779574 | 2.5 | 27 | 1 | 1 | null | null | null | 0 | 554,291 | 23,891 | 0 |
12 | 35.117393 | -80.725534 | 4 | 67 | 2 | 1 | null | null | null | 0 | 554,291 | 1,357 | 0 |
12 | 35.09901 | -80.779382 | 3 | 196 | 1 | 1 | null | null | null | 0 | 554,291 | 28,844 | 0 |
12 | 35.095546 | -80.778753 | 3 | 57 | 1 | 2 | null | null | null | 0 | 554,291 | 21,115 | 0 |
12 | 35.114677 | -80.721356 | 2 | 42 | 1 | 1 | null | null | null | 0 | 554,291 | 33,670 | 0 |
12 | 35.116822 | -80.722003 | 4 | 56 | 1 | 2 | null | null | null | 0 | 554,291 | 30,422 | 0 |
12 | 35.116008 | -80.723322 | 3.5 | 121 | 2 | 1 | null | null | null | 0 | 554,291 | 24,242 | 0 |
12 | 35.117057 | -80.825391 | 3.5 | 57 | 1 | 2 | null | null | null | 0 | 554,291 | 33,246 | 0 |
12 | 35.15167 | -80.839435 | 4 | 283 | 1 | 2 | null | null | null | 0 | 554,291 | 31,814 | 0 |
12 | 35.093967 | -80.865522 | 4.5 | 27 | 1 | 1 | null | null | null | 0 | 554,291 | 16,911 | 0 |
12 | 35.093967 | -80.865522 | 4.5 | 27 | 1 | 1 | null | null | null | 0 | 554,291 | 16,911 | 0 |
12 | 35.095275 | -80.779138 | 4 | 76 | 1 | 1 | null | null | null | 0 | 554,291 | 17,053 | 0 |
12 | 35.088596 | -80.861458 | 4 | 139 | 1 | 2 | null | null | null | 0 | 554,291 | 21,539 | 0 |
12 | 35.095275 | -80.779138 | 4 | 76 | 1 | 1 | null | null | null | 0 | 554,291 | 17,053 | 0 |
12 | 35.085435 | -80.847571 | 3.5 | 19 | 1 | 2 | null | null | null | 0 | 554,291 | 5,778 | 0 |
12 | 35.087562 | -80.859455 | 3 | 16 | 1 | 2 | null | null | null | 0 | 554,291 | 36,044 | 0 |
12 | 35.086498 | -80.848217 | 4 | 50 | 2 | 1 | null | null | null | 0 | 554,291 | 4,060 | 0 |
12 | 35.089045 | -80.867093 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 554,291 | 19,542 | 0 |
12 | 35.086366 | -80.84903 | 3 | 41 | 2 | 1 | null | null | null | 0 | 554,291 | 10,084 | 0 |
12 | 35.140625 | -80.737637 | 4 | 393 | 1 | 2 | null | null | null | 0 | 554,291 | 24,129 | 0 |
12 | 35.146572 | -80.831209 | 4.5 | 42 | 1 | 2 | null | null | null | 0 | 554,291 | 17,657 | 0 |
12 | 35.088117 | -80.861651 | 3 | 74 | 1 | 2 | null | null | null | 0 | 554,291 | 25,732 | 0 |
12 | 35.147486 | -80.833352 | 3.5 | 22 | 1 | 1 | null | null | null | 0 | 554,291 | 7,590 | 0 |
12 | 35.088178 | -80.851091 | 3 | 62 | 1 | 1 | null | null | null | 0 | 554,291 | 18,283 | 0 |
12 | 35.106521 | -80.807368 | 4.5 | 28 | 2 | 1 | null | null | null | 0 | 554,291 | 30,159 | 0 |
12 | 35.086284 | -80.850639 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 554,291 | 13,710 | 0 |
12 | 35.088455 | -80.845816 | 2.5 | 13 | 1 | 2 | null | null | null | 0 | 554,291 | 24,021 | 0 |
12 | 35.095359 | -80.779293 | 2.5 | 14 | 1 | 1 | null | null | null | 0 | 554,291 | 25,053 | 0 |
12 | 35.115887 | -80.856817 | 1.5 | 15 | 1 | 1 | null | null | null | 0 | 554,291 | 34,254 | 0 |
12 | 35.086284 | -80.850639 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 554,291 | 13,710 | 0 |
12 | 35.086393 | -80.848856 | 4 | 107 | 1 | 1 | null | null | null | 0 | 554,291 | 35,605 | 0 |
12 | 35.086498 | -80.848217 | 4 | 50 | 2 | 1 | null | null | null | 0 | 554,291 | 4,060 | 0 |
12 | 35.0979 | -80.783417 | 1.5 | 21 | 1 | 1 | null | null | null | 0 | 554,291 | 28,315 | 0 |
12 | 35.118819 | -80.71962 | 3.5 | 129 | 1 | 2 | null | null | null | 0 | 554,291 | 6,047 | 0 |
12 | 35.088029 | -80.863366 | 3.5 | 88 | 1 | 2 | null | null | null | 0 | 554,291 | 7,843 | 0 |
12 | 35.081887 | -80.728774 | 4 | 26 | 2 | 1 | null | null | null | 0 | 554,291 | 16,003 | 0 |
12 | 35.106521 | -80.807368 | 4.5 | 28 | 2 | 1 | null | null | null | 0 | 554,291 | 30,159 | 0 |
12 | 35.070167 | -80.843508 | 3 | 47 | 1 | 2 | null | null | null | 0 | 554,291 | 567 | 0 |
12 | 35.088178 | -80.851091 | 3 | 62 | 1 | 1 | null | null | null | 0 | 554,291 | 18,283 | 0 |
23 | 43.123155 | -89.314317 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,292 | 3,687 | 0 |
23 | 43.123155 | -89.314317 | 2.5 | 15 | 1 | 1 | null | null | null | 0 | 554,292 | 3,687 | 0 |
23 | 43.079487 | -89.369395 | 4 | 65 | 2 | 1 | null | null | null | 0 | 554,292 | 5,611 | 0 |
23 | 43.07919 | -89.389686 | 3 | 80 | 1 | 1 | null | null | null | 0 | 554,292 | 19,452 | 0 |
23 | 43.114642 | -89.325544 | 2.5 | 90 | 1 | 1 | null | null | null | 0 | 554,292 | 31,950 | 0 |
23 | 43.0752 | -89.385835 | 4 | 173 | 1 | 1 | null | null | null | 0 | 554,292 | 25,405 | 0 |
18 | 43.86359 | -79.016905 | 4.5 | 37 | 1 | 1 | null | null | null | 0 | 554,293 | 21,687 | 0 |
14 | 36.126887 | -115.16559 | 3.5 | 4,018 | 1 | 1 | null | null | null | 0 | 554,294 | 2,261 | 0 |
14 | 36.124423 | -115.146372 | 3 | 17 | 1 | 2 | null | null | null | 0 | 554,294 | 33,334 | 0 |
14 | 36.124423 | -115.146372 | 3 | 17 | 1 | 2 | null | null | null | 0 | 554,294 | 33,334 | 0 |
14 | 36.127061 | -115.169334 | 1.5 | 19 | 2 | 1 | null | null | null | 0 | 554,294 | 4,516 | 0 |
14 | 36.158812 | -115.207285 | 4 | 78 | 1 | 1 | null | null | null | 0 | 554,294 | 16,534 | 0 |
14 | 36.120955 | -115.169853 | 4 | 3,570 | 1 | 1 | null | null | null | 0 | 554,294 | 31,488 | 0 |
14 | 36.127061 | -115.169334 | 1.5 | 19 | 2 | 1 | null | null | null | 0 | 554,294 | 4,516 | 0 |
14 | 36.127308 | -115.171459 | 2.5 | 10 | 1 | 2 | null | null | null | 0 | 554,294 | 14,523 | 0 |
14 | 36.123559 | -115.168669 | 3.5 | 359 | 1 | 2 | null | null | null | 0 | 554,294 | 21,392 | 0 |
14 | 36.124423 | -115.146372 | 5 | 14 | 1 | 2 | null | null | null | 0 | 554,294 | 25,033 | 0 |
14 | 36.124434 | -115.169069 | 3.5 | 1,474 | 1 | 2 | null | null | null | 0 | 554,294 | 18,649 | 0 |
14 | 36.126371 | -115.191769 | 5 | 240 | 1 | 2 | null | null | null | 0 | 554,294 | 2,766 | 0 |
14 | 36.126557 | -115.203864 | 4 | 23 | 1 | 2 | null | null | null | 0 | 554,294 | 24,530 | 0 |
14 | 36.13266 | -115.172806 | 4 | 13 | 1 | 2 | null | null | null | 0 | 554,294 | 2,809 | 0 |
14 | 36.125937 | -115.189743 | 3.5 | 449 | 1 | 1 | null | null | null | 0 | 554,294 | 24,768 | 0 |
14 | 36.123003 | -115.168726 | 3.5 | 755 | 1 | 1 | null | null | null | 0 | 554,294 | 9,892 | 0 |
14 | 36.124582 | -115.167553 | 4 | 2,101 | 1 | 2 | null | null | null | 0 | 554,294 | 30,145 | 0 |
14 | 36.122917 | -115.168527 | 3.5 | 322 | 1 | 2 | null | null | null | 0 | 554,294 | 23,288 | 0 |
14 | 36.121822 | -115.168855 | 4 | 2,490 | 1 | 1 | null | null | null | 0 | 554,294 | 14,101 | 0 |
14 | 36.126877 | -115.165873 | 3.5 | 20 | 1 | 1 | null | null | null | 0 | 554,294 | 6,426 | 0 |
17 | 41.33678 | -81.529316 | 2.5 | 22 | 1 | 2 | null | null | null | 0 | 554,295 | 30,679 | 0 |
14 | 35.993777 | -115.101582 | 4 | 114 | 1 | 2 | null | null | null | 0 | 554,296 | 6,517 | 0 |
14 | 35.993777 | -115.101582 | 4 | 12 | 1 | 1 | null | null | null | 0 | 554,296 | 14,944 | 0 |
14 | 35.993777 | -115.101582 | 4 | 12 | 1 | 1 | null | null | null | 0 | 554,296 | 14,944 | 0 |
14 | 35.993777 | -115.101582 | 4.5 | 20 | 2 | 1 | null | null | null | 0 | 554,296 | 16,386 | 0 |
14 | 36.0641 | -115.059248 | 3.5 | 52 | 2 | 1 | null | null | null | 0 | 554,297 | 9,670 | 0 |
14 | 36.063066 | -115.045345 | 4 | 165 | 1 | 1 | null | null | null | 0 | 554,297 | 22,571 | 0 |
14 | 36.0641 | -115.059248 | 3.5 | 52 | 2 | 1 | null | null | null | 0 | 554,297 | 9,670 | 0 |
14 | 36.107533 | -115.153061 | 3 | 13 | 2 | 1 | null | null | null | 0 | 554,297 | 34,534 | 0 |
14 | 36.104164 | -115.1376 | 4.5 | 275 | 1 | 1 | null | null | null | 0 | 554,297 | 32,760 | 0 |
14 | 36.089494 | -115.138026 | 2.5 | 84 | 1 | 2 | null | null | null | 0 | 554,297 | 4,586 | 0 |
14 | 36.142664 | -115.137812 | 2.5 | 27 | 1 | 2 | null | null | null | 0 | 554,297 | 23,818 | 0 |
14 | 36.165238 | -115.161221 | 3.5 | 30 | 2 | 1 | null | null | null | 0 | 554,297 | 3,064 | 0 |
14 | 36.128693 | -115.1091 | 3.5 | 66 | 2 | 1 | null | null | null | 0 | 554,297 | 34,365 | 0 |
14 | 36.082948 | -115.152694 | 2 | 69 | 1 | 2 | null | null | null | 0 | 554,297 | 254 | 0 |
14 | 36.10026 | -115.125156 | 4 | 307 | 1 | 1 | null | null | null | 0 | 554,297 | 26,987 | 0 |
14 | 36.114858 | -115.131687 | 3 | 26 | 1 | 2 | null | null | null | 0 | 554,297 | 33,553 | 0 |
14 | 36.109303 | -115.15447 | 4 | 800 | 1 | 2 | null | null | null | 0 | 554,297 | 16,951 | 0 |
14 | 36.069818 | -115.044513 | 3.5 | 247 | 1 | 2 | null | null | null | 0 | 554,297 | 35,951 | 0 |
14 | 36.130109 | -115.110227 | 3 | 11 | 1 | 1 | null | null | null | 0 | 554,297 | 20,707 | 0 |
14 | 36.11654 | -115.15427 | 3 | 85 | 1 | 0 | null | null | null | 0 | 554,297 | 24,343 | 0 |
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