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 | 40.522651 | -80.00648 | 3 | 36 | 1 | 1 | null | null | null | 0 | 134 | 15,462 | 0 |
19 | 40.544559 | -80.008739 | 4 | 21 | 1 | 2 | null | null | null | 0 | 134 | 33,231 | 0 |
19 | 40.540687 | -79.961776 | 4 | 21 | 2 | 1 | null | null | null | 0 | 134 | 27,291 | 0 |
19 | 40.543369 | -80.008696 | 3.5 | 10 | 1 | 1 | null | null | null | 0 | 134 | 9,071 | 0 |
19 | 40.551037 | -80.02161 | 4 | 31 | 2 | 1 | null | null | null | 0 | 134 | 21,593 | 0 |
19 | 40.442147 | -79.956513 | 3.5 | 210 | 1 | 1 | null | null | null | 0 | 134 | 11,443 | 0 |
19 | 40.478943 | -79.971441 | 5 | 18 | 1 | 2 | null | null | null | 0 | 134 | 4,386 | 0 |
19 | 40.529273 | -80.007879 | 3 | 41 | 1 | 1 | null | null | null | 0 | 134 | 19,388 | 0 |
19 | 40.443247 | -80.002254 | 3 | 89 | 2 | 1 | null | null | null | 0 | 134 | 11,797 | 0 |
19 | 40.456975 | -79.932036 | 4 | 33 | 1 | 2 | null | null | null | 0 | 134 | 33,909 | 0 |
19 | 40.441087 | -80.00331 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 134 | 32,853 | 0 |
19 | 40.456731 | -79.998897 | 3.5 | 22 | 1 | 1 | null | null | null | 0 | 134 | 31,527 | 0 |
19 | 40.486729 | -79.973769 | 4 | 19 | 1 | 1 | null | null | null | 0 | 134 | 29,335 | 0 |
19 | 40.44261 | -79.999499 | 4 | 13 | 2 | 1 | null | null | null | 0 | 134 | 20,256 | 0 |
19 | 40.443624 | -79.995842 | 2.5 | 11 | 1 | 2 | null | null | null | 0 | 134 | 4,013 | 0 |
19 | 40.434566 | -79.923032 | 4.5 | 94 | 1 | 2 | null | null | null | 0 | 134 | 13,247 | 0 |
19 | 40.437106 | -79.997329 | 4 | 122 | 1 | 1 | null | null | null | 0 | 134 | 12,855 | 0 |
19 | 40.46445 | -79.932571 | 3.5 | 51 | 1 | 1 | null | null | null | 0 | 134 | 15,780 | 0 |
19 | 40.438782 | -79.990515 | 2.5 | 34 | 1 | 1 | null | null | null | 0 | 134 | 4,853 | 0 |
19 | 40.452179 | -79.982793 | 3.5 | 89 | 1 | 1 | null | null | null | 0 | 134 | 25,295 | 0 |
19 | 40.444206 | -79.995528 | 4 | 26 | 2 | 1 | null | null | null | 0 | 134 | 15,798 | 0 |
19 | 40.441879 | -79.956889 | 3 | 67 | 1 | 0 | null | null | null | 0 | 134 | 2,785 | 0 |
19 | 40.428934 | -79.980309 | 3.5 | 24 | 1 | 2 | null | null | null | 0 | 135 | 20,889 | 0 |
19 | 40.396631 | -80.035797 | 4 | 49 | 1 | 1 | null | null | null | 0 | 135 | 27,890 | 0 |
19 | 40.429924 | -79.989257 | 4 | 29 | 0 | 1 | null | null | null | 0 | 135 | 9,411 | 0 |
19 | 40.441127 | -80.002522 | 3.5 | 53 | 1 | 1 | null | null | null | 0 | 135 | 19,793 | 0 |
19 | 40.447581 | -80.00436 | 2.5 | 44 | 1 | 1 | null | null | null | 0 | 135 | 23,257 | 0 |
19 | 40.428743 | -79.976903 | 3 | 10 | 1 | 2 | null | null | null | 0 | 135 | 34,767 | 0 |
19 | 40.452473 | -79.981514 | 4 | 250 | 1 | 1 | null | null | null | 0 | 135 | 35,666 | 0 |
19 | 40.439707 | -80.001261 | 4 | 35 | 1 | 2 | null | null | null | 0 | 135 | 31,423 | 0 |
19 | 40.44162 | -79.956686 | 3 | 43 | 1 | 2 | null | null | null | 0 | 135 | 13,730 | 0 |
19 | 40.442769 | -79.997048 | 3 | 28 | 1 | 2 | null | null | null | 0 | 135 | 25,037 | 0 |
19 | 40.428324 | -79.978097 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 135 | 945 | 0 |
19 | 40.428966 | -79.983484 | 3.5 | 29 | 1 | 0 | null | null | null | 0 | 135 | 212 | 0 |
19 | 40.456694 | -79.968363 | 5 | 13 | 1 | 1 | null | null | null | 0 | 135 | 21,086 | 0 |
19 | 40.437105 | -79.996495 | 3.5 | 31 | 1 | 2 | null | null | null | 0 | 135 | 21,387 | 0 |
19 | 40.44555 | -80.011337 | 3.5 | 364 | 1 | 2 | null | null | null | 0 | 135 | 9,450 | 0 |
19 | 40.454037 | -79.981464 | 3.5 | 19 | 1 | 1 | null | null | null | 0 | 135 | 24,985 | 0 |
19 | 40.447151 | -80.006409 | 2.5 | 11 | 1 | 1 | null | null | null | 0 | 135 | 12,468 | 0 |
19 | 40.441628 | -79.958595 | 3.5 | 86 | 1 | 2 | null | null | null | 0 | 135 | 25,472 | 0 |
19 | 40.454629 | -79.990207 | 3.5 | 11 | 2 | 1 | null | null | null | 0 | 135 | 790 | 0 |
19 | 40.437668 | -80.000489 | 3 | 25 | 1 | 1 | null | null | null | 0 | 135 | 10,258 | 0 |
19 | 40.44521 | -79.955705 | 4 | 19 | 1 | 1 | null | null | null | 0 | 135 | 21,210 | 0 |
19 | 40.450964 | -79.984628 | 4 | 40 | 2 | 1 | null | null | null | 0 | 135 | 9,154 | 0 |
19 | 40.446325 | -80.007645 | 2.5 | 91 | 1 | 1 | null | null | null | 0 | 135 | 12,714 | 0 |
19 | 40.439176 | -80.071117 | 4 | 18 | 1 | 1 | null | null | null | 0 | 135 | 13,707 | 0 |
19 | 40.442769 | -79.997048 | 3 | 28 | 1 | 2 | null | null | null | 0 | 135 | 25,037 | 0 |
19 | 40.441487 | -80.001673 | 3.5 | 147 | 1 | 1 | null | null | null | 0 | 135 | 36,058 | 0 |
19 | 40.440703 | -79.95679 | 3 | 33 | 1 | 2 | null | null | null | 0 | 135 | 5,744 | 0 |
19 | 40.438875 | -79.987562 | 4.5 | 28 | 2 | 1 | null | null | null | 0 | 135 | 21,220 | 0 |
19 | 40.450833 | -80.019017 | 1.5 | 18 | 1 | 1 | null | null | null | 0 | 135 | 32,762 | 0 |
19 | 40.451686 | -79.983324 | 3.5 | 206 | 1 | 0 | null | null | null | 0 | 135 | 27,013 | 0 |
19 | 40.242716 | -80.181952 | 3.5 | 13 | 2 | 1 | null | null | null | 0 | 135 | 7,451 | 0 |
19 | 40.396631 | -80.035797 | 4 | 49 | 1 | 1 | null | null | null | 0 | 135 | 27,890 | 0 |
19 | 40.43813 | -79.953671 | 2.5 | 47 | 1 | 0 | null | null | null | 0 | 135 | 21,872 | 0 |
19 | 40.369034 | -80.085138 | 3.5 | 15 | 1 | 0 | null | null | null | 0 | 135 | 16,906 | 0 |
19 | 40.433881 | -80.031424 | 4 | 15 | 2 | 1 | null | null | null | 0 | 135 | 21,882 | 0 |
19 | 40.455887 | -80.006521 | 4 | 167 | 1 | 2 | null | null | null | 0 | 135 | 32,785 | 0 |
19 | 40.382618 | -80.095126 | 2.5 | 50 | 1 | 2 | null | null | null | 0 | 135 | 5,988 | 0 |
19 | 40.388521 | -80.042494 | 3.5 | 18 | 1 | 2 | null | null | null | 0 | 135 | 21,555 | 0 |
19 | 40.452646 | -79.993788 | 3.5 | 19 | 2 | 1 | null | null | null | 0 | 135 | 22,828 | 0 |
19 | 40.449701 | -79.950363 | 4 | 27 | 2 | 1 | null | null | null | 0 | 135 | 24,926 | 0 |
19 | 40.443983 | -79.996418 | 4 | 64 | 1 | 2 | null | null | null | 0 | 135 | 27,915 | 0 |
19 | 40.36493 | -79.984686 | 4 | 12 | 2 | 1 | null | null | null | 0 | 135 | 18,425 | 0 |
19 | 40.426293 | -80.056665 | 4.5 | 15 | 2 | 1 | null | null | null | 0 | 135 | 27,145 | 0 |
19 | 40.426231 | -79.968222 | 4 | 72 | 2 | 1 | null | null | null | 0 | 135 | 2,377 | 0 |
19 | 40.443961 | -79.954287 | 4 | 17 | 2 | 1 | null | null | null | 0 | 135 | 22,902 | 0 |
19 | 40.449561 | -79.950504 | 4 | 21 | 1 | 1 | null | null | null | 0 | 135 | 25,341 | 0 |
19 | 40.426387 | -79.967209 | 4 | 84 | 1 | 2 | null | null | null | 0 | 135 | 5,534 | 0 |
19 | 40.372724 | -80.119488 | 4.5 | 64 | 1 | 2 | null | null | null | 0 | 135 | 26,448 | 0 |
19 | 40.436272 | -79.958116 | 3 | 32 | 2 | 1 | null | null | null | 0 | 135 | 25,191 | 0 |
19 | 40.441466 | -79.996787 | 3.5 | 49 | 1 | 1 | null | null | null | 0 | 135 | 31,922 | 0 |
19 | 40.428513 | -79.971327 | 3.5 | 375 | 1 | 2 | null | null | null | 0 | 135 | 21,870 | 0 |
19 | 40.426784 | -80.005652 | 3.5 | 117 | 1 | 1 | null | null | null | 0 | 135 | 24,093 | 0 |
19 | 40.443983 | -79.998256 | 4 | 469 | 1 | 0 | null | null | null | 0 | 135 | 853 | 0 |
19 | 40.441704 | -80.033422 | 4 | 10 | 1 | 1 | null | null | null | 0 | 135 | 10,823 | 0 |
19 | 40.442913 | -80.004554 | 4 | 20 | 2 | 1 | null | null | null | 0 | 135 | 28,065 | 0 |
19 | 40.440774 | -80.004143 | 2.5 | 11 | 2 | 1 | null | null | null | 0 | 135 | 10,527 | 0 |
19 | 40.439127 | -80.146873 | 4 | 13 | 1 | 1 | null | null | null | 0 | 135 | 13,481 | 0 |
19 | 40.39884 | -80.082937 | 4 | 27 | 1 | 1 | null | null | null | 0 | 135 | 22,543 | 0 |
19 | 40.453592 | -80.000807 | 3 | 21 | 2 | 1 | null | null | null | 0 | 135 | 13,555 | 0 |
19 | 40.392238 | -79.997446 | 4.5 | 12 | 2 | 1 | null | null | null | 0 | 135 | 1,630 | 0 |
19 | 40.440556 | -80.001964 | 3.5 | 48 | 1 | 1 | null | null | null | 0 | 135 | 26,557 | 0 |
19 | 40.395001 | -80.02216 | 2.5 | 19 | 1 | 1 | null | null | null | 0 | 135 | 17,553 | 0 |
19 | 40.426293 | -80.056665 | 4.5 | 15 | 2 | 1 | null | null | null | 0 | 135 | 27,145 | 0 |
19 | 40.395532 | -80.022816 | 4.5 | 27 | 1 | 2 | null | null | null | 0 | 135 | 2,946 | 0 |
19 | 40.383069 | -80.015584 | 4 | 68 | 1 | 1 | null | null | null | 0 | 135 | 18,756 | 0 |
19 | 40.429111 | -79.981628 | 3.5 | 28 | 1 | 1 | null | null | null | 0 | 135 | 30,038 | 0 |
19 | 40.428682 | -79.994653 | 2 | 21 | 1 | 0 | null | null | null | 0 | 135 | 10,092 | 0 |
19 | 40.454132 | -79.95183 | 3.5 | 16 | 1 | 1 | null | null | null | 0 | 135 | 2,828 | 0 |
19 | 40.369288 | -80.102255 | 3.5 | 46 | 2 | 1 | null | null | null | 0 | 135 | 7,613 | 0 |
19 | 40.450201 | -79.985722 | 4.5 | 66 | 1 | 2 | null | null | null | 0 | 135 | 3,535 | 0 |
19 | 40.443939 | -80.000606 | 2.5 | 30 | 1 | 1 | null | null | null | 0 | 135 | 32,516 | 0 |
19 | 40.450838 | -79.983908 | 3.5 | 126 | 1 | 1 | null | null | null | 0 | 135 | 11,629 | 0 |
19 | 40.515759 | -80.022309 | 3.5 | 26 | 1 | 0 | null | null | null | 0 | 135 | 14,762 | 0 |
19 | 40.383395 | -79.976904 | 3 | 16 | 1 | 1 | null | null | null | 0 | 135 | 34,591 | 0 |
19 | 40.442362 | -80.000202 | 4.5 | 48 | 0 | 1 | null | null | null | 0 | 135 | 33,448 | 0 |
19 | 40.428606 | -79.986632 | 4.5 | 97 | 1 | 2 | null | null | null | 0 | 135 | 15,729 | 0 |
19 | 40.450111 | -79.985875 | 4 | 200 | 1 | 1 | null | null | null | 0 | 135 | 25,948 | 0 |
19 | 40.441087 | -80.00331 | 3.5 | 35 | 1 | 1 | null | null | null | 0 | 135 | 32,853 | 0 |
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