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 | 36.075893 | -115.242122 | 3.5 | 159 | 1 | 2 | null | null | null | 0 | 554,320 | 19,305 | 0 |
14 | 36.108874 | -115.171957 | 3 | 186 | 2 | 1 | null | null | null | 0 | 554,320 | 17,726 | 0 |
14 | 36.065548 | -115.046645 | 3 | 146 | 1 | 1 | null | null | null | 0 | 554,320 | 3,619 | 0 |
14 | 36.105021 | -115.173595 | 3.5 | 465 | 2 | 1 | null | null | null | 0 | 554,320 | 25,311 | 0 |
14 | 36.110199 | -115.175373 | 4 | 551 | 1 | 2 | null | null | null | 0 | 554,321 | 33,234 | 0 |
14 | 36.108869 | -115.172193 | 3.5 | 392 | 2 | 1 | null | null | null | 0 | 554,321 | 32,580 | 0 |
14 | 36.110724 | -115.172169 | 4 | 5,447 | 1 | 1 | null | null | null | 0 | 554,321 | 22,992 | 0 |
14 | 36.110724 | -115.172169 | 4 | 5,447 | 1 | 1 | null | null | null | 0 | 554,321 | 22,992 | 0 |
14 | 36.109223 | -115.172007 | 4 | 32 | 1 | 1 | null | null | null | 0 | 554,321 | 15,546 | 0 |
14 | 36.109633 | -115.174134 | 3.5 | 136 | 1 | 2 | null | null | null | 0 | 554,321 | 33,365 | 0 |
14 | 36.109754 | -115.173873 | 4.5 | 165 | 1 | 1 | null | null | null | 0 | 554,321 | 29,192 | 0 |
14 | 36.109494 | -115.173819 | 4 | 1,079 | 2 | 1 | null | null | null | 0 | 554,321 | 4,554 | 0 |
14 | 36.110108 | -115.172477 | 3.5 | 520 | 1 | 1 | null | null | null | 0 | 554,321 | 12,398 | 0 |
14 | 36.109496 | -115.172363 | 4 | 443 | 2 | 1 | null | null | null | 0 | 554,321 | 33,163 | 0 |
14 | 36.109779 | -115.17083 | 3.5 | 40 | 1 | 1 | null | null | null | 0 | 554,321 | 18,143 | 0 |
21 | 45.498237 | -73.573663 | 3.5 | 25 | 1 | 1 | null | null | null | 0 | 554,322 | 784 | 0 |
21 | 45.494806 | -73.574329 | 3.5 | 18 | 2 | 1 | null | null | null | 0 | 554,322 | 14,729 | 0 |
21 | 45.495091 | -73.574143 | 3 | 11 | 1 | 2 | null | null | null | 0 | 554,322 | 19,448 | 0 |
21 | 45.483038 | -73.574847 | 3 | 23 | 0 | 1 | null | null | null | 0 | 554,322 | 33,462 | 0 |
21 | 45.498623 | -73.572289 | 4 | 37 | 0 | 1 | null | null | null | 0 | 554,322 | 22,451 | 0 |
14 | 36.020968 | -115.086202 | 3.5 | 286 | 1 | 2 | null | null | null | 0 | 554,323 | 7,345 | 0 |
14 | 36.143428 | -115.298064 | 4 | 15 | 1 | 1 | null | null | null | 0 | 554,323 | 19,070 | 0 |
14 | 36.144252 | -115.210841 | 2.5 | 21 | 1 | 2 | null | null | null | 0 | 554,323 | 19,935 | 0 |
14 | 36.145118 | -115.20472 | 4 | 145 | 1 | 1 | null | null | null | 0 | 554,323 | 8,293 | 0 |
14 | 36.143822 | -115.294084 | 3 | 22 | 1 | 1 | null | null | null | 0 | 554,323 | 32,463 | 0 |
14 | 36.143372 | -115.157027 | 4 | 646 | 1 | 2 | null | null | null | 0 | 554,323 | 21,959 | 0 |
14 | 36.020968 | -115.086202 | 3.5 | 286 | 1 | 2 | null | null | null | 0 | 554,323 | 7,345 | 0 |
14 | 36.147261 | -115.299659 | 4 | 329 | 1 | 1 | null | null | null | 0 | 554,323 | 6,997 | 0 |
14 | 36.104435 | -115.136785 | 4 | 45 | 1 | 2 | null | null | null | 0 | 554,323 | 1,489 | 0 |
14 | 36.108898 | -115.151261 | 3.5 | 400 | 1 | 2 | null | null | null | 0 | 554,323 | 29,828 | 0 |
14 | 36.142488 | -115.142595 | 4 | 702 | 1 | 2 | null | null | null | 0 | 554,323 | 26,115 | 0 |
14 | 36.076452 | -115.208783 | 3 | 42 | 1 | 1 | null | null | null | 0 | 554,323 | 6,029 | 0 |
14 | 36.06256 | -115.243388 | 3.5 | 94 | 1 | 0 | null | null | null | 0 | 554,323 | 6,613 | 0 |
14 | 36.12269 | -115.170194 | 3 | 88 | 1 | 2 | null | null | null | 0 | 554,323 | 30,990 | 0 |
14 | 36.118219 | -115.135909 | 2.5 | 20 | 1 | 1 | null | null | null | 0 | 554,323 | 9,893 | 0 |
14 | 36.053381 | -115.279553 | 4 | 59 | 1 | 2 | null | null | null | 0 | 554,323 | 11,447 | 0 |
14 | 36.142869 | -115.174977 | 1.5 | 14 | 1 | 1 | null | null | null | 0 | 554,323 | 16,499 | 0 |
14 | 36.143307 | -115.253548 | 4 | 84 | 1 | 1 | null | null | null | 0 | 554,323 | 743 | 0 |
14 | 36.095424 | -115.175922 | 3.5 | 13 | 2 | 1 | null | null | null | 0 | 554,323 | 23,336 | 0 |
14 | 36.144895 | -115.200171 | 2 | 11 | 1 | 1 | null | null | null | 0 | 554,323 | 1,691 | 0 |
14 | 36.130439 | -115.107634 | 4 | 12 | 1 | 1 | null | null | null | 0 | 554,323 | 26,794 | 0 |
14 | 36.095827 | -115.189283 | 3.5 | 42 | 1 | 2 | null | null | null | 0 | 554,323 | 17,950 | 0 |
14 | 36.147955 | -115.164572 | 3 | 115 | 2 | 1 | null | null | null | 0 | 554,323 | 27,469 | 0 |
14 | 36.126663 | -115.20992 | 4 | 832 | 2 | 1 | null | null | null | 0 | 554,323 | 1,507 | 0 |
14 | 36.12608 | -115.22153 | 4.5 | 87 | 2 | 1 | null | null | null | 0 | 554,323 | 35,670 | 0 |
14 | 36.091864 | -115.175161 | 4 | 523 | 1 | 2 | null | null | null | 0 | 554,323 | 31,646 | 0 |
14 | 36.145287 | -115.295004 | 3 | 34 | 2 | 1 | null | null | null | 0 | 554,323 | 22,536 | 0 |
14 | 36.021138 | -115.119148 | 4.5 | 109 | 1 | 2 | null | null | null | 0 | 554,323 | 31,473 | 0 |
18 | 43.860397 | -79.303184 | 2.5 | 13 | 1 | 1 | null | null | null | 0 | 554,324 | 35,698 | 0 |
18 | 43.860397 | -79.303184 | 3.5 | 255 | 2 | 1 | null | null | null | 0 | 554,324 | 17,984 | 0 |
18 | 43.860397 | -79.303184 | 2.5 | 13 | 1 | 1 | null | null | null | 0 | 554,324 | 35,698 | 0 |
18 | 43.866745 | -79.288101 | 2.5 | 94 | 1 | 1 | null | null | null | 0 | 554,324 | 34,891 | 0 |
18 | 43.860397 | -79.303184 | 3.5 | 255 | 2 | 1 | null | null | null | 0 | 554,324 | 17,984 | 0 |
18 | 43.860397 | -79.303184 | 3.5 | 255 | 2 | 1 | null | null | null | 0 | 554,324 | 17,984 | 0 |
18 | 43.860397 | -79.303184 | 4 | 76 | 2 | 1 | null | null | null | 0 | 554,324 | 19,824 | 0 |
18 | 43.860397 | -79.303184 | 2.5 | 13 | 1 | 1 | null | null | null | 0 | 554,324 | 35,698 | 0 |
14 | 36.147408 | -115.155726 | 4 | 1,190 | 1 | 1 | null | null | null | 0 | 554,325 | 16,190 | 0 |
14 | 36.116347 | -115.172337 | 2.5 | 79 | 1 | 1 | null | null | null | 0 | 554,325 | 2,578 | 0 |
14 | 36.147911 | -115.156585 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 554,325 | 18,885 | 0 |
14 | 36.114388 | -115.180976 | 2.5 | 51 | 1 | 2 | null | null | null | 0 | 554,325 | 20,178 | 0 |
14 | 36.14771 | -115.155206 | 3 | 357 | 1 | 2 | null | null | null | 0 | 554,325 | 26,415 | 0 |
14 | 36.147911 | -115.156585 | 3.5 | 23 | 1 | 2 | null | null | null | 0 | 554,325 | 18,885 | 0 |
14 | 36.124586 | -115.171613 | 3.5 | 29 | 1 | 1 | null | null | null | 0 | 554,325 | 35,811 | 0 |
14 | 36.128561 | -115.17113 | 4.5 | 27 | 1 | 2 | null | null | null | 0 | 554,325 | 24,261 | 0 |
14 | 36.145349 | -115.15602 | 3 | 332 | 2 | 1 | null | null | null | 0 | 554,325 | 17,300 | 0 |
14 | 36.135645 | -115.161512 | 2.5 | 68 | 1 | 2 | null | null | null | 0 | 554,325 | 14,551 | 0 |
14 | 36.123003 | -115.168726 | 3.5 | 755 | 1 | 1 | null | null | null | 0 | 554,325 | 9,892 | 0 |
14 | 36.147695 | -115.156306 | 3.5 | 46 | 1 | 2 | null | null | null | 0 | 554,325 | 35,503 | 0 |
14 | 36.126595 | -115.165365 | 3.5 | 159 | 1 | 1 | null | null | null | 0 | 554,325 | 8,379 | 0 |
14 | 36.12757 | -115.166312 | 3.5 | 459 | 1 | 2 | null | null | null | 0 | 554,325 | 3,339 | 0 |
14 | 36.14771 | -115.155206 | 3 | 357 | 1 | 2 | null | null | null | 0 | 554,325 | 26,415 | 0 |
14 | 36.116689 | -115.184905 | 2.5 | 28 | 1 | 2 | null | null | null | 0 | 554,325 | 22,592 | 0 |
14 | 36.126595 | -115.165365 | 3.5 | 284 | 1 | 1 | null | null | null | 0 | 554,325 | 21,569 | 0 |
14 | 36.114388 | -115.180976 | 2.5 | 51 | 1 | 2 | null | null | null | 0 | 554,325 | 20,178 | 0 |
14 | 36.142229 | -115.156483 | 3.5 | 16 | 1 | 2 | null | null | null | 0 | 554,325 | 29,079 | 0 |
14 | 36.137179 | -115.16273 | 2.5 | 15 | 2 | 1 | null | null | null | 0 | 554,325 | 30,828 | 0 |
14 | 36.123914 | -115.171518 | 2.5 | 225 | 1 | 2 | null | null | null | 0 | 554,325 | 9,434 | 0 |
14 | 36.127644 | -115.168356 | 4 | 820 | 1 | 2 | null | null | null | 0 | 554,325 | 30,194 | 0 |
14 | 36.126877 | -115.165873 | 4 | 217 | 1 | 1 | null | null | null | 0 | 554,325 | 31,034 | 0 |
14 | 36.117724 | -115.175836 | 3 | 126 | 2 | 1 | null | null | null | 0 | 554,325 | 24,503 | 0 |
14 | 36.147695 | -115.156306 | 3 | 15 | 1 | 1 | null | null | null | 0 | 554,325 | 31,048 | 0 |
14 | 36.142869 | -115.174977 | 1.5 | 14 | 1 | 1 | null | null | null | 0 | 554,325 | 16,499 | 0 |
14 | 36.126506 | -115.165731 | 3.5 | 88 | 1 | 1 | null | null | null | 0 | 554,325 | 12,511 | 0 |
14 | 36.121305 | -115.175582 | 4 | 281 | 1 | 2 | null | null | null | 0 | 554,325 | 4,520 | 0 |
14 | 36.121817 | -115.168706 | 3.5 | 520 | 2 | 1 | null | null | null | 0 | 554,325 | 25,279 | 0 |
14 | 36.118379 | -115.17262 | 4 | 105 | 1 | 1 | null | null | null | 0 | 554,325 | 6,925 | 0 |
14 | 36.120817 | -115.172051 | 3 | 987 | 1 | 1 | null | null | null | 0 | 554,325 | 23,437 | 0 |
14 | 36.144463 | -115.182113 | 4 | 212 | 1 | 1 | null | null | null | 0 | 554,325 | 1,442 | 0 |
14 | 36.116156 | -115.175058 | 3 | 70 | 1 | 1 | null | null | null | 0 | 554,325 | 111 | 0 |
14 | 36.131754 | -115.164273 | 3.5 | 256 | 1 | 0 | null | null | null | 0 | 554,325 | 8,858 | 0 |
14 | 36.124755 | -115.168501 | 3 | 241 | 1 | 1 | null | null | null | 0 | 554,325 | 28,107 | 0 |
14 | 36.117724 | -115.175836 | 3 | 126 | 2 | 1 | null | null | null | 0 | 554,325 | 24,503 | 0 |
14 | 36.117683 | -115.171248 | 4 | 527 | 1 | 2 | null | null | null | 0 | 554,325 | 24,467 | 0 |
14 | 36.120706 | -115.171787 | 3 | 38 | 2 | 1 | null | null | null | 0 | 554,325 | 21,396 | 0 |
14 | 36.121618 | -115.174227 | 3 | 173 | 1 | 2 | null | null | null | 0 | 554,325 | 14,016 | 0 |
14 | 36.133667 | -115.163095 | 4 | 2,703 | 1 | 1 | null | null | null | 0 | 554,325 | 19,603 | 0 |
14 | 36.118933 | -115.173752 | 4.5 | 2,024 | 1 | 2 | null | null | null | 0 | 554,326 | 10,827 | 0 |
14 | 36.112144 | -115.176716 | 3.5 | 814 | 1 | 1 | null | null | null | 0 | 554,326 | 11,628 | 0 |
14 | 36.12186 | -115.168945 | 4 | 1,090 | 1 | 2 | null | null | null | 0 | 554,326 | 24,520 | 0 |
14 | 36.12478 | -115.167966 | 3.5 | 700 | 1 | 2 | null | null | null | 0 | 554,326 | 12,243 | 0 |
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