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 | 36.087803 | -115.190521 | 3 | 15 | 2 | 1 | null | null | null | 0 | 554,340 | 26,445 | 0 |
14 | 36.125537 | -115.211241 | 3.5 | 92 | 1 | 2 | null | null | null | 0 | 554,340 | 20,521 | 0 |
14 | 36.1428 | -115.278464 | 3 | 136 | 1 | 2 | null | null | null | 0 | 554,340 | 16,711 | 0 |
14 | 36.086854 | -115.196193 | 3 | 13 | 1 | 1 | null | null | null | 0 | 554,340 | 31,287 | 0 |
14 | 36.175727 | -115.223712 | 2.5 | 26 | 1 | 1 | null | null | null | 0 | 554,340 | 11,075 | 0 |
14 | 36.113657 | -115.261482 | 4.5 | 14 | 1 | 2 | null | null | null | 0 | 554,340 | 30,386 | 0 |
14 | 36.158604 | -115.236715 | 4 | 12 | 2 | 1 | null | null | null | 0 | 554,340 | 33,727 | 0 |
14 | 36.147955 | -115.164572 | 3 | 115 | 2 | 1 | null | null | null | 0 | 554,340 | 27,469 | 0 |
14 | 36.179804 | -115.204896 | 4.5 | 13 | 1 | 1 | null | null | null | 0 | 554,340 | 4,197 | 0 |
14 | 36.115157 | -115.232014 | 5 | 36 | 1 | 1 | null | null | null | 0 | 554,340 | 26,013 | 0 |
14 | 36.169941 | -115.139829 | 5 | 14 | 1 | 2 | null | null | null | 0 | 554,340 | 32,131 | 0 |
14 | 36.203013 | -115.241581 | 4.5 | 49 | 1 | 1 | null | null | null | 0 | 554,340 | 10,713 | 0 |
14 | 36.115804 | -115.104711 | 3.5 | 81 | 1 | 2 | null | null | null | 0 | 554,340 | 25,487 | 0 |
14 | 36.197769 | -115.280417 | 4.5 | 100 | 1 | 2 | null | null | null | 0 | 554,340 | 24,421 | 0 |
14 | 36.243284 | -115.235218 | 5 | 13 | 2 | 1 | null | null | null | 0 | 554,340 | 694 | 0 |
14 | 36.124269 | -115.32541 | 3.5 | 195 | 1 | 2 | null | null | null | 0 | 554,340 | 19,975 | 0 |
14 | 36.167293 | -115.139217 | 4 | 71 | 1 | 1 | null | null | null | 0 | 554,340 | 9,165 | 0 |
14 | 36.095492 | -115.175835 | 2.5 | 680 | 1 | 2 | null | null | null | 0 | 554,340 | 6,315 | 0 |
14 | 36.107069 | -115.17764 | 3 | 1,961 | 1 | 2 | null | null | null | 0 | 554,340 | 12,748 | 0 |
14 | 36.140954 | -115.142007 | 4 | 17 | 1 | 2 | null | null | null | 0 | 554,340 | 28,057 | 0 |
14 | 36.10652 | -115.176957 | 4 | 588 | 1 | 2 | null | null | null | 0 | 554,340 | 17,836 | 0 |
14 | 36.239532 | -115.249402 | 3.5 | 120 | 1 | 1 | null | null | null | 0 | 554,340 | 7,011 | 0 |
14 | 36.238926 | -115.162763 | 3.5 | 44 | 2 | 1 | null | null | null | 0 | 554,340 | 11,627 | 0 |
14 | 36.257675 | -115.230413 | 2.5 | 37 | 1 | 1 | null | null | null | 0 | 554,340 | 6,020 | 0 |
14 | 36.116175 | -115.225628 | 2.5 | 31 | 1 | 1 | null | null | null | 0 | 554,340 | 29,425 | 0 |
14 | 36.130313 | -115.274574 | 4 | 90 | 1 | 2 | null | null | null | 0 | 554,340 | 16,756 | 0 |
14 | 36.188423 | -115.224109 | 4 | 21 | 2 | 1 | null | null | null | 0 | 554,340 | 4,988 | 0 |
14 | 36.113961 | -115.09092 | 4 | 174 | 1 | 0 | null | null | null | 0 | 554,340 | 32,652 | 0 |
14 | 36.115656 | -115.172535 | 2.5 | 22 | 2 | 1 | null | null | null | 0 | 554,340 | 16,966 | 0 |
14 | 36.101049 | -115.099966 | 4 | 510 | 1 | 2 | null | null | null | 0 | 554,340 | 36,186 | 0 |
14 | 36.157313 | -115.31363 | 3 | 40 | 1 | 2 | null | null | null | 0 | 554,340 | 9,838 | 0 |
14 | 36.163431 | -115.207229 | 3 | 18 | 2 | 1 | null | null | null | 0 | 554,340 | 23,228 | 0 |
14 | 36.169964 | -115.142874 | 2 | 14 | 1 | 1 | null | null | null | 0 | 554,340 | 3,260 | 0 |
14 | 36.144948 | -115.300311 | 1.5 | 46 | 1 | 1 | null | null | null | 0 | 554,340 | 11,225 | 0 |
14 | 36.172078 | -115.14683 | 3 | 28 | 1 | 1 | null | null | null | 0 | 554,340 | 14,542 | 0 |
14 | 36.180109 | -115.17855 | 4 | 13 | 1 | 2 | null | null | null | 0 | 554,340 | 29,702 | 0 |
14 | 36.113711 | -115.307527 | 3 | 85 | 2 | 1 | null | null | null | 0 | 554,340 | 26,185 | 0 |
14 | 36.040723 | -115.099874 | 2.5 | 25 | 1 | 1 | null | null | null | 0 | 554,340 | 28,404 | 0 |
14 | 36.068614 | -115.177662 | 3.5 | 26 | 1 | 2 | null | null | null | 0 | 554,340 | 16,454 | 0 |
14 | 36.108653 | -115.13711 | 5 | 30 | 1 | 2 | null | null | null | 0 | 554,340 | 1,844 | 0 |
14 | 35.999253 | -115.104003 | 3.5 | 31 | 1 | 2 | null | null | null | 0 | 554,340 | 26,114 | 0 |
14 | 36.107069 | -115.17764 | 3 | 1,961 | 1 | 2 | null | null | null | 0 | 554,340 | 12,748 | 0 |
14 | 36.166997 | -115.286525 | 4 | 539 | 1 | 1 | null | null | null | 0 | 554,340 | 1,982 | 0 |
14 | 36.114788 | -115.215983 | 4 | 37 | 2 | 1 | null | null | null | 0 | 554,340 | 20,484 | 0 |
14 | 36.262326 | -115.179486 | 1.5 | 27 | 1 | 1 | null | null | null | 0 | 554,340 | 21,955 | 0 |
14 | 36.100216 | -115.111971 | 4 | 10 | 1 | 2 | null | null | null | 0 | 554,340 | 36,031 | 0 |
14 | 36.10608 | -115.174737 | 4.5 | 268 | 1 | 2 | null | null | null | 0 | 554,340 | 33,592 | 0 |
14 | 36.110559 | -115.16947 | 3 | 340 | 1 | 1 | null | null | null | 0 | 554,340 | 23,589 | 0 |
14 | 36.122409 | -115.13732 | 3 | 16 | 1 | 1 | null | null | null | 0 | 554,340 | 13,094 | 0 |
14 | 36.114483 | -115.194814 | 3 | 114 | 1 | 2 | null | null | null | 0 | 554,340 | 17,222 | 0 |
14 | 36.151742 | -115.151812 | 5 | 43 | 1 | 2 | null | null | null | 0 | 554,340 | 9,679 | 0 |
14 | 36.063113 | -115.038228 | 3 | 114 | 2 | 1 | null | null | null | 0 | 554,340 | 20,238 | 0 |
14 | 36.055788 | -115.17159 | 3.5 | 243 | 2 | 1 | null | null | null | 0 | 554,340 | 5,361 | 0 |
14 | 36.059123 | -115.171866 | 3 | 94 | 2 | 1 | null | null | null | 0 | 554,340 | 33,319 | 0 |
14 | 36.112827 | -115.172581 | 4 | 7,361 | 1 | 1 | null | null | null | 0 | 554,340 | 3,022 | 0 |
14 | 36.126134 | -115.218046 | 4 | 22 | 1 | 1 | null | null | null | 0 | 554,340 | 14,388 | 0 |
14 | 36.074447 | -115.173368 | 3 | 30 | 1 | 1 | null | null | null | 0 | 554,340 | 17,113 | 0 |
14 | 36.148739 | -115.332717 | 4 | 261 | 1 | 2 | null | null | null | 0 | 554,340 | 28,994 | 0 |
14 | 36.11567 | -115.173317 | 3 | 3,910 | 1 | 1 | null | null | null | 0 | 554,340 | 24,264 | 0 |
14 | 36.099662 | -115.117725 | 3.5 | 20 | 1 | 2 | null | null | null | 0 | 554,340 | 22,997 | 0 |
14 | 36.100466 | -115.209222 | 4.5 | 333 | 1 | 1 | null | null | null | 0 | 554,340 | 350 | 0 |
14 | 36.129992 | -115.207404 | 4 | 95 | 1 | 2 | null | null | null | 0 | 554,340 | 2,165 | 0 |
14 | 36.04078 | -115.171652 | 4 | 306 | 1 | 2 | null | null | null | 0 | 554,340 | 34,017 | 0 |
14 | 36.158567 | -115.124752 | 3 | 11 | 2 | 1 | null | null | null | 0 | 554,340 | 23,335 | 0 |
14 | 36.167799 | -115.138203 | 4 | 159 | 1 | 2 | null | null | null | 0 | 554,340 | 667 | 0 |
14 | 36.116219 | -115.174572 | 3.5 | 63 | 1 | 2 | null | null | null | 0 | 554,340 | 2,622 | 0 |
14 | 36.118379 | -115.17262 | 3.5 | 15 | 1 | 2 | null | null | null | 0 | 554,340 | 17,069 | 0 |
14 | 36.123914 | -115.171518 | 2.5 | 225 | 1 | 2 | null | null | null | 0 | 554,340 | 9,434 | 0 |
14 | 36.125431 | -115.196966 | 3.5 | 49 | 1 | 2 | null | null | null | 0 | 554,340 | 5,251 | 0 |
14 | 36.190815 | -115.260023 | 4 | 30 | 1 | 2 | null | null | null | 0 | 554,340 | 30,371 | 0 |
14 | 36.055891 | -115.280423 | 3 | 21 | 1 | 1 | null | null | null | 0 | 554,340 | 18,156 | 0 |
14 | 36.160685 | -115.331591 | 3.5 | 315 | 1 | 1 | null | null | null | 0 | 554,340 | 18,534 | 0 |
14 | 36.102907 | -115.155708 | 3 | 63 | 1 | 2 | null | null | null | 0 | 554,340 | 12,882 | 0 |
14 | 36.100688 | -115.101083 | 4.5 | 47 | 2 | 1 | null | null | null | 0 | 554,340 | 21,363 | 0 |
14 | 36.076473 | -115.298577 | 4.5 | 82 | 1 | 2 | null | null | null | 0 | 554,340 | 1,571 | 0 |
14 | 36.19479 | -115.207574 | 4.5 | 15 | 1 | 1 | null | null | null | 0 | 554,340 | 31,152 | 0 |
14 | 36.172078 | -115.14683 | 4 | 45 | 1 | 1 | null | null | null | 0 | 554,340 | 2,533 | 0 |
14 | 36.102563 | -115.20119 | 4 | 95 | 1 | 1 | null | null | null | 0 | 554,340 | 23,509 | 0 |
14 | 36.126116 | -115.21809 | 4 | 79 | 1 | 2 | null | null | null | 0 | 554,340 | 2,557 | 0 |
14 | 36.194595 | -115.258704 | 4 | 104 | 1 | 2 | null | null | null | 0 | 554,340 | 9,120 | 0 |
14 | 36.152037 | -115.163267 | 3.5 | 115 | 1 | 2 | null | null | null | 0 | 554,340 | 10,681 | 0 |
14 | 36.166783 | -115.286197 | 5 | 91 | 2 | 1 | null | null | null | 0 | 554,340 | 27,202 | 0 |
14 | 36.105494 | -115.172291 | 3.5 | 52 | 1 | 1 | null | null | null | 0 | 554,340 | 8,168 | 0 |
14 | 36.103892 | -115.169319 | 3 | 65 | 1 | 1 | null | null | null | 0 | 554,340 | 422 | 0 |
14 | 36.144462 | -115.296446 | 3.5 | 39 | 1 | 2 | null | null | null | 0 | 554,340 | 12,248 | 0 |
14 | 36.158293 | -115.157989 | 4 | 931 | 1 | 2 | null | null | null | 0 | 554,340 | 33,125 | 0 |
14 | 36.169111 | -115.291303 | 4 | 74 | 1 | 1 | null | null | null | 0 | 554,340 | 26,927 | 0 |
14 | 36.125389 | -115.194432 | 4 | 80 | 1 | 1 | null | null | null | 0 | 554,340 | 298 | 0 |
14 | 36.150794 | -115.153456 | 4 | 25 | 1 | 1 | null | null | null | 0 | 554,340 | 28,340 | 0 |
14 | 36.186441 | -115.224319 | 2 | 15 | 2 | 1 | null | null | null | 0 | 554,340 | 28,806 | 0 |
14 | 36.158426 | -115.292048 | 3 | 58 | 2 | 1 | null | null | null | 0 | 554,340 | 16,242 | 0 |
14 | 36.276936 | -115.207848 | 3.5 | 221 | 1 | 1 | null | null | null | 0 | 554,340 | 14,476 | 0 |
14 | 36.183143 | -115.308819 | 4 | 374 | 1 | 2 | null | null | null | 0 | 554,340 | 17,251 | 0 |
14 | 36.197769 | -115.280417 | 4.5 | 100 | 1 | 2 | null | null | null | 0 | 554,340 | 24,421 | 0 |
14 | 36.047855 | -115.224473 | 4.5 | 106 | 1 | 2 | null | null | null | 0 | 554,340 | 33,183 | 0 |
14 | 36.171547 | -115.144279 | 3.5 | 16 | 1 | 2 | null | null | null | 0 | 554,340 | 35,201 | 0 |
14 | 36.171068 | -115.143135 | 3 | 78 | 1 | 1 | null | null | null | 0 | 554,340 | 18,925 | 0 |
14 | 36.160481 | -115.17233 | 3.5 | 17 | 1 | 1 | null | null | null | 0 | 554,340 | 25,621 | 0 |
14 | 36.112821 | -115.17013 | 3 | 180 | 1 | 0 | null | null | null | 0 | 554,340 | 16,381 | 0 |
14 | 36.099702 | -115.208473 | 4 | 681 | 1 | 2 | null | null | null | 0 | 554,340 | 15,110 | 0 |
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