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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | 40.519777 | -80.032522 | 4 | 26 | 2 | 1 | null | null | null | 0 | 554,315 | 18,961 | 0 |
17 | 41.14335 | -81.508115 | 4 | 59 | 2 | 1 | null | null | null | 0 | 554,315 | 1,840 | 0 |
19 | 40.603786 | -79.928449 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 554,315 | 5,487 | 0 |
19 | 40.452143 | -79.934368 | 3.5 | 27 | 1 | 2 | null | null | null | 0 | 554,315 | 696 | 0 |
19 | 40.515759 | -80.022309 | 3.5 | 26 | 1 | 0 | null | null | null | 0 | 554,315 | 14,762 | 0 |
19 | 40.633089 | -79.93983 | 4 | 58 | 1 | 1 | null | null | null | 0 | 554,315 | 19,560 | 0 |
17 | 41.147466 | -81.470802 | 4 | 74 | 1 | 1 | null | null | null | 0 | 554,315 | 12,549 | 0 |
19 | 40.45241 | -79.950668 | 1.5 | 15 | 1 | 1 | null | null | null | 0 | 554,315 | 30,964 | 0 |
17 | 41.392576 | -81.53715 | 3.5 | 62 | 1 | 0 | null | null | null | 0 | 554,315 | 17,372 | 0 |
19 | 40.548214 | -80.035508 | 3.5 | 21 | 1 | 1 | null | null | null | 0 | 554,315 | 26,939 | 0 |
19 | 40.496404 | -80.259822 | 3 | 85 | 1 | 1 | null | null | null | 0 | 554,315 | 13,868 | 0 |
19 | 40.604613 | -80.007391 | 3.5 | 164 | 2 | 1 | null | null | null | 0 | 554,315 | 14,408 | 0 |
19 | 40.444809 | -79.94844 | 4 | 312 | 1 | 1 | null | null | null | 0 | 554,315 | 23,913 | 0 |
19 | 40.472935 | -80.074179 | 4 | 16 | 2 | 1 | null | null | null | 0 | 554,315 | 35,897 | 0 |
17 | 41.340908 | -81.417629 | 3.5 | 29 | 2 | 1 | null | null | null | 0 | 554,315 | 17,538 | 0 |
19 | 40.505375 | -80.223159 | 3.5 | 87 | 1 | 2 | null | null | null | 0 | 554,315 | 1,588 | 0 |
19 | 40.446002 | -79.9935 | 4 | 572 | 1 | 1 | null | null | null | 0 | 554,316 | 23,274 | 0 |
14 | 36.113766 | -115.177402 | 4 | 193 | 1 | 1 | null | null | null | 0 | 554,317 | 25,965 | 0 |
14 | 36.114388 | -115.180976 | 2.5 | 51 | 1 | 2 | null | null | null | 0 | 554,317 | 20,178 | 0 |
14 | 36.117327 | -115.176501 | 3.5 | 27 | 1 | 2 | null | null | null | 0 | 554,317 | 15,009 | 0 |
14 | 36.112847 | -115.175815 | 4 | 177 | 1 | 1 | null | null | null | 0 | 554,317 | 29,604 | 0 |
14 | 36.107389 | -115.18159 | 4 | 390 | 1 | 2 | null | null | null | 0 | 554,317 | 22,890 | 0 |
1 | 33.511254 | -111.995652 | 4 | 1,193 | 1 | 1 | null | null | null | 0 | 554,318 | 11,296 | 0 |
1 | 33.511254 | -111.995652 | 4 | 1,193 | 1 | 1 | null | null | null | 0 | 554,318 | 11,296 | 0 |
23 | 43.050423 | -89.474746 | 3.5 | 81 | 1 | 2 | null | null | null | 0 | 554,318 | 34,948 | 0 |
1 | 33.511254 | -111.995652 | 4 | 1,193 | 1 | 1 | null | null | null | 0 | 554,318 | 11,296 | 0 |
23 | 43.057148 | -89.500764 | 3 | 66 | 1 | 2 | null | null | null | 0 | 554,318 | 14,253 | 0 |
23 | 43.057837 | -89.513627 | 2.5 | 25 | 1 | 2 | null | null | null | 0 | 554,318 | 13,517 | 0 |
23 | 43.014974 | -89.457884 | 3.5 | 89 | 1 | 0 | null | null | null | 0 | 554,318 | 3,448 | 0 |
23 | 43.014974 | -89.457884 | 3.5 | 89 | 1 | 0 | null | null | null | 0 | 554,318 | 3,448 | 0 |
23 | 43.061579 | -89.495937 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 554,318 | 3,699 | 0 |
23 | 43.072554 | -89.430098 | 4 | 168 | 1 | 1 | null | null | null | 0 | 554,318 | 7,316 | 0 |
23 | 43.074811 | -89.39252 | 3.5 | 69 | 2 | 1 | null | null | null | 0 | 554,318 | 32,552 | 0 |
23 | 43.069535 | -89.389626 | 3.5 | 44 | 1 | 1 | null | null | null | 0 | 554,318 | 6,132 | 0 |
23 | 43.073012 | -89.434145 | 3 | 28 | 1 | 2 | null | null | null | 0 | 554,318 | 14,210 | 0 |
23 | 43.075006 | -89.392136 | 2.5 | 64 | 1 | 2 | null | null | null | 0 | 554,318 | 23,588 | 0 |
23 | 43.068007 | -89.404538 | 3 | 23 | 1 | 1 | null | null | null | 0 | 554,318 | 14,287 | 0 |
23 | 43.067837 | -89.395321 | 3 | 22 | 2 | 1 | null | null | null | 0 | 554,318 | 7,713 | 0 |
23 | 43.075131 | -89.394445 | 3.5 | 170 | 1 | 1 | null | null | null | 0 | 554,318 | 11,289 | 0 |
23 | 43.059549 | -89.502217 | 3.5 | 92 | 2 | 1 | null | null | null | 0 | 554,318 | 34,468 | 0 |
1 | 33.587042 | -111.83469 | 3.5 | 134 | 1 | 2 | null | null | null | 0 | 554,318 | 20,804 | 0 |
1 | 33.620562 | -111.896328 | 3.5 | 151 | 1 | 2 | null | null | null | 0 | 554,318 | 3,548 | 0 |
23 | 43.071559 | -89.524549 | 3.5 | 24 | 1 | 2 | null | null | null | 0 | 554,318 | 16,963 | 0 |
1 | 33.609716 | -111.926258 | 4 | 80 | 2 | 1 | null | null | null | 0 | 554,318 | 16,735 | 0 |
23 | 43.07479 | -89.381207 | 4 | 15 | 1 | 2 | null | null | null | 0 | 554,318 | 24,173 | 0 |
1 | 33.743624 | -111.8463 | 4 | 14 | 0 | 1 | null | null | null | 0 | 554,318 | 30,724 | 0 |
1 | 33.627304 | -111.894767 | 3.5 | 664 | 1 | 1 | null | null | null | 0 | 554,319 | 25,509 | 0 |
1 | 33.466396 | -111.917775 | 4.5 | 389 | 1 | 2 | null | null | null | 0 | 554,319 | 1,896 | 0 |
1 | 33.535752 | -111.915309 | 3.5 | 61 | 1 | 2 | null | null | null | 0 | 554,319 | 9,826 | 0 |
1 | 33.626623 | -111.896234 | 3.5 | 83 | 2 | 1 | null | null | null | 0 | 554,319 | 35,285 | 0 |
1 | 33.621421 | -111.916016 | 3.5 | 72 | 1 | 1 | null | null | null | 0 | 554,319 | 6,080 | 0 |
1 | 33.554825 | -111.899636 | 4.5 | 972 | 1 | 1 | null | null | null | 0 | 554,319 | 11,274 | 0 |
14 | 36.043545 | -115.048153 | 4.5 | 188 | 1 | 1 | null | null | null | 0 | 554,320 | 27,270 | 0 |
14 | 36.113309 | -115.309267 | 3.5 | 191 | 1 | 1 | null | null | null | 0 | 554,320 | 6,396 | 0 |
14 | 36.113309 | -115.309267 | 3.5 | 191 | 1 | 1 | null | null | null | 0 | 554,320 | 6,396 | 0 |
14 | 36.009253 | -115.116984 | 3.5 | 599 | 1 | 2 | null | null | null | 0 | 554,320 | 33,792 | 0 |
14 | 36.033347 | -115.046293 | 3 | 22 | 1 | 1 | null | null | null | 0 | 554,320 | 15,507 | 0 |
14 | 36.059123 | -115.171866 | 3 | 94 | 2 | 1 | null | null | null | 0 | 554,320 | 33,319 | 0 |
14 | 36.014627 | -115.117155 | 4 | 207 | 1 | 2 | null | null | null | 0 | 554,320 | 7,319 | 0 |
14 | 36.005126 | -115.112729 | 3 | 55 | 1 | 1 | null | null | null | 0 | 554,320 | 2,403 | 0 |
14 | 36.013922 | -114.954382 | 3 | 20 | 2 | 1 | null | null | null | 0 | 554,320 | 17,027 | 0 |
14 | 36.024157 | -115.062978 | 3 | 141 | 1 | 2 | null | null | null | 0 | 554,320 | 12,422 | 0 |
14 | 36.013088 | -115.153009 | 4 | 54 | 1 | 2 | null | null | null | 0 | 554,320 | 34,451 | 0 |
14 | 36.052802 | -115.171496 | 3 | 203 | 1 | 2 | null | null | null | 0 | 554,320 | 13,194 | 0 |
14 | 36.053696 | -115.171556 | 3 | 198 | 1 | 2 | null | null | null | 0 | 554,320 | 9,571 | 0 |
14 | 36.052392 | -115.169021 | 3 | 13 | 1 | 0 | null | null | null | 0 | 554,320 | 13,190 | 0 |
14 | 36.024446 | -115.172721 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 554,320 | 4,883 | 0 |
14 | 36.057145 | -115.128609 | 4 | 82 | 2 | 1 | null | null | null | 0 | 554,320 | 1,381 | 0 |
14 | 36.044644 | -115.048 | 4.5 | 283 | 1 | 2 | null | null | null | 0 | 554,320 | 33,154 | 0 |
14 | 36.044715 | -115.100924 | 4.5 | 186 | 2 | 1 | null | null | null | 0 | 554,320 | 33,223 | 0 |
14 | 36.057301 | -115.128559 | 3 | 51 | 1 | 2 | null | null | null | 0 | 554,320 | 5,055 | 0 |
14 | 36.018226 | -115.117926 | 4 | 887 | 1 | 1 | null | null | null | 0 | 554,320 | 8,475 | 0 |
14 | 36.010163 | -115.135231 | 4.5 | 27 | 2 | 1 | null | null | null | 0 | 554,320 | 3,745 | 0 |
14 | 36.029748 | -115.085935 | 4.5 | 221 | 1 | 1 | null | null | null | 0 | 554,320 | 5,979 | 0 |
14 | 36.05347 | -115.083 | 2.5 | 34 | 1 | 1 | null | null | null | 0 | 554,320 | 5,152 | 0 |
14 | 36.006176 | -115.112427 | 3 | 136 | 1 | 2 | null | null | null | 0 | 554,320 | 35,540 | 0 |
14 | 36.03308 | -114.985603 | 3.5 | 34 | 2 | 1 | null | null | null | 0 | 554,320 | 5,669 | 0 |
14 | 36.024446 | -115.172721 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 554,320 | 4,883 | 0 |
14 | 36.062877 | -115.045628 | 4 | 260 | 2 | 1 | null | null | null | 0 | 554,320 | 26,223 | 0 |
14 | 36.011423 | -114.964057 | 4 | 130 | 2 | 1 | null | null | null | 0 | 554,320 | 35,289 | 0 |
14 | 36.012064 | -114.964577 | 3 | 17 | 2 | 1 | null | null | null | 0 | 554,320 | 29,225 | 0 |
14 | 36.01215 | -115.153303 | 2.5 | 12 | 1 | 2 | null | null | null | 0 | 554,320 | 14,199 | 0 |
14 | 36.056796 | -115.046817 | 3.5 | 261 | 2 | 1 | null | null | null | 0 | 554,320 | 8,896 | 0 |
14 | 36.063786 | -115.051968 | 3 | 28 | 2 | 1 | null | null | null | 0 | 554,320 | 4,069 | 0 |
14 | 36.061374 | -115.040919 | 4 | 115 | 1 | 2 | null | null | null | 0 | 554,320 | 15,783 | 0 |
14 | 36.102446 | -115.169506 | 3 | 261 | 1 | 2 | null | null | null | 0 | 554,320 | 4,228 | 0 |
14 | 36.065113 | -115.04538 | 2 | 44 | 2 | 1 | null | null | null | 0 | 554,320 | 19,465 | 0 |
14 | 36.066159 | -115.118989 | 4.5 | 115 | 1 | 2 | null | null | null | 0 | 554,320 | 27,244 | 0 |
14 | 36.102247 | -115.170301 | 3.5 | 402 | 1 | 2 | null | null | null | 0 | 554,320 | 29,366 | 0 |
14 | 36.009507 | -115.11792 | 3.5 | 169 | 1 | 2 | null | null | null | 0 | 554,320 | 15,004 | 0 |
14 | 36.061236 | -115.04036 | 3 | 14 | 2 | 1 | null | null | null | 0 | 554,320 | 1,639 | 0 |
14 | 36.02025 | -115.116936 | 4 | 33 | 1 | 1 | null | null | null | 0 | 554,320 | 3,935 | 0 |
14 | 36.018024 | -115.101225 | 3.5 | 54 | 1 | 2 | null | null | null | 0 | 554,320 | 19,363 | 0 |
14 | 36.105996 | -115.164722 | 4 | 706 | 1 | 2 | null | null | null | 0 | 554,320 | 2,476 | 0 |
14 | 36.068132 | -115.17776 | 4 | 314 | 1 | 2 | null | null | null | 0 | 554,320 | 25,753 | 0 |
14 | 36.024323 | -115.062857 | 4 | 29 | 2 | 1 | null | null | null | 0 | 554,320 | 4,538 | 0 |
14 | 36.012995 | -114.961944 | 4 | 273 | 1 | 1 | null | null | null | 0 | 554,320 | 2,811 | 0 |
14 | 36.021453 | -115.119188 | 2 | 55 | 1 | 1 | null | null | null | 0 | 554,320 | 8,844 | 0 |
14 | 36.020609 | -115.089839 | 3 | 332 | 1 | 2 | null | null | null | 0 | 554,320 | 12,716 | 0 |
14 | 36.009037 | -114.991673 | 2.5 | 131 | 1 | 2 | null | null | null | 0 | 554,320 | 30,489 | 0 |
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