Update utils2.py
Browse files
utils2.py
CHANGED
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@@ -30,365 +30,365 @@ tree_amenities = cKDTree(amenity_coords)
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| 30 |
# ]
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| 31 |
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DATASET_COLUMNS = [
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| 33 |
-
"Community and Government > Education"
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| 34 |
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"Landmarks and Outdoors > Structure"
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| 35 |
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"Arts and Entertainment > Art Gallery"
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| 36 |
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"Arts and Entertainment > Movie Theater"
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| 37 |
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"Retail > Department Store"
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| 38 |
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"Business and Professional Services > Office"
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| 39 |
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"Travel and Transportation > Road"
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| 40 |
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"Dining and Drinking > Restaurant"
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| 41 |
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"Community and Government > Residential Building"
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| 42 |
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"Dining and Drinking > Breakfast Spot"
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| 43 |
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"Business and Professional Services"
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| 44 |
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"Arts and Entertainment > Amusement Park"
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| 45 |
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"Travel and Transportation > Lodging"
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| 46 |
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"Arts and Entertainment"
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| 47 |
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"Dining and Drinking > Food Truck"
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| 48 |
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"Dining and Drinking > Bar"
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| 49 |
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"Retail > Sporting Goods Retail"
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| 50 |
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"Retail > Computers and Electronics Retail"
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| 51 |
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"Arts and Entertainment > Arcade"
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| 52 |
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"Dining and Drinking > Cafe, Coffee, and Tea House"
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| 53 |
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"Travel and Transportation > Transport Hub"
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| 54 |
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"Health and Medicine > Physician"
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| 55 |
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"Community and Government > Government Building"
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| 56 |
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"Business and Professional Services > Convention Center"
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| 57 |
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"Arts and Entertainment > Performing Arts Venue"
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| 58 |
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"Landmarks and Outdoors > Field"
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| 59 |
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"Business and Professional Services > Financial Service"
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| 60 |
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"Landmarks and Outdoors > Park"
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| 61 |
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"Sports and Recreation > Water Sports"
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| 62 |
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"Landmarks and Outdoors > Other Great Outdoors"
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| 63 |
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"Event > Convention"
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| 64 |
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"Retail > Shopping Mall"
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| 65 |
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"Business and Professional Services > Distribution Center"
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| 66 |
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"Business and Professional Services > Automotive Service"
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| 67 |
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"Health and Medicine > Hospital"
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| 68 |
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"Dining and Drinking > Snack Place"
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| 69 |
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"Business and Professional Services > Event Space"
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| 70 |
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"Dining and Drinking > Food Court"
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| 71 |
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"Travel and Transportation > Bike Rental"
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| 72 |
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"Travel and Transportation > Parking"
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| 73 |
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"Business and Professional Services > Radio Station"
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| 74 |
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"Health and Medicine > Dentist"
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| 75 |
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"Landmarks and Outdoors > Beach"
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| 76 |
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"Retail > Flea Market"
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| 77 |
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"Retail > Fashion Retail"
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| 78 |
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"Retail > Food and Beverage Retail"
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| 79 |
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"Retail > Office Supply Store"
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| 80 |
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"Community and Government > Spiritual Center"
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| 81 |
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"Health and Medicine > Medical Center"
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| 82 |
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"Dining and Drinking > Bakery"
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| 83 |
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"Dining and Drinking > Cafeteria"
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| 84 |
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"Retail > Convenience Store"
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| 85 |
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"Arts and Entertainment > Public Art"
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| 86 |
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"Retail > Newsstand"
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| 87 |
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"Retail > Furniture and Home Store"
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| 88 |
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"Business and Professional Services > Auditorium"
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| 89 |
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"Landmarks and Outdoors > Garden"
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| 90 |
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"Community and Government > Library"
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| 91 |
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"Community and Government > Organization"
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| 92 |
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"Business and Professional Services > Health and Beauty Service"
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| 93 |
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"Dining and Drinking > Food Stand"
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| 94 |
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"Retail > Pharmacy"
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| 95 |
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"Retail > Record Store"
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| 96 |
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"Arts and Entertainment > Night Club"
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| 97 |
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"Landmarks and Outdoors > Farm"
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| 98 |
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"Community and Government > Social Club"
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| 99 |
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"Sports and Recreation > Gym and Studio"
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| 100 |
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"Sports and Recreation > Racquet Sports"
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| 101 |
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"Retail > Costume Store"
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| 102 |
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"Sports and Recreation > Soccer"
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| 103 |
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"Event > Entertainment Event"
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| 104 |
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"Retail > Market"
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| 105 |
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"Sports and Recreation"
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| 106 |
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"Community and Government > Town Hall"
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| 107 |
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"Arts and Entertainment > Water Park"
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| 108 |
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"Landmarks and Outdoors"
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| 109 |
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"Business and Professional Services > Shoe Repair Service"
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| 110 |
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"Retail > Automotive Retail"
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| 111 |
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"Dining and Drinking > Dessert Shop"
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| 112 |
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"Retail > Music Store"
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| 113 |
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"Business and Professional Services > Factory"
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| 114 |
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"Community and Government > Assisted Living"
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| 115 |
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"Travel and Transportation > Transportation Service"
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| 116 |
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"Health and Medicine > Medical Lab"
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| 117 |
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"Retail"
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| 118 |
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"Travel and Transportation > Rest Area"
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| 119 |
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"Landmarks and Outdoors > Hiking Trail"
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| 120 |
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"Sports and Recreation > Martial Arts Dojo"
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| 121 |
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"Business and Professional Services > Laundry Service"
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| 122 |
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"Retail > Pet Supplies Store"
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| 123 |
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"Business and Professional Services > Design Studio"
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| 124 |
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"Community and Government > Housing Development"
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| 125 |
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"Business and Professional Services > Construction"
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| 126 |
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"Business and Professional Services > Real Estate Service"
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| 127 |
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"Landmarks and Outdoors > Historic and Protected Site"
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| 128 |
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"Business and Professional Services > Photography Service"
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| 129 |
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"Landmarks and Outdoors > Plaza"
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| 130 |
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"Business and Professional Services > Child Care Service"
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| 131 |
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"Event > Other Event"
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| 132 |
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"Arts and Entertainment > Comedy Club"
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| 133 |
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"Arts and Entertainment > Strip Club"
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| 134 |
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"Arts and Entertainment > Casino"
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| 135 |
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"Business and Professional Services > Legal Service"
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| 136 |
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"Retail > Miscellaneous Store"
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| 137 |
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"Travel and Transportation"
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| 138 |
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"Retail > Boutique"
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| 139 |
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"Sports and Recreation > Race Track"
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| 140 |
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"Event > Marketplace"
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| 141 |
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"Sports and Recreation > Baseball"
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| 142 |
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"Retail > Arts and Crafts Store"
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| 143 |
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"Travel and Transportation > Moving Target"
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| 144 |
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"Community and Government > Cemetery"
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| 145 |
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"Business and Professional Services > Wholesaler"
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| 146 |
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"Business and Professional Services > Advertising Agency"
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| 147 |
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"Arts and Entertainment > Stadium"
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| 148 |
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"Arts and Entertainment > Country Dance Club"
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| 149 |
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"Landmarks and Outdoors > Bridge"
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| 150 |
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"Health and Medicine > Alternative Medicine Clinic"
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| 151 |
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"Arts and Entertainment > Zoo"
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| 152 |
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"Business and Professional Services > Food and Beverage Service"
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| 153 |
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"Business and Professional Services > Storage Facility"
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| 154 |
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"Business and Professional Services > Recycling Facility"
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| 155 |
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"Business and Professional Services > Funeral Home"
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| 156 |
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"Arts and Entertainment > Bowling Alley"
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| 157 |
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"Retail > Hardware Store"
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| 158 |
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"Retail > Stationery Store"
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| 159 |
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"Retail > Bookstore"
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| 160 |
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"Retail > Smoke Shop"
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| 161 |
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"Sports and Recreation > Running and Track"
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| 162 |
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"Retail > Vape Store"
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| 163 |
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"Landmarks and Outdoors > Campground"
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| 164 |
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"Retail > Gift Store"
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| 165 |
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"Landmarks and Outdoors > Palace"
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| 166 |
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"Business and Professional Services > Recording Studio"
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| 167 |
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"Landmarks and Outdoors > States and Municipalities"
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| 168 |
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"Community and Government > Community Center"
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| 169 |
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"Travel and Transportation > Fuel Station"
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| 170 |
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"Retail > Cosmetics Store"
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| 171 |
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"Retail > Hobby Store"
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| 172 |
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"Travel and Transportation > Travel Lounge"
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| 173 |
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"Community and Government > Polling Place"
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| 174 |
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"Retail > Baby Store"
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| 175 |
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"Business and Professional Services > Telecommunication Service"
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| 176 |
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"Health and Medicine > Healthcare Clinic"
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| 177 |
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"Dining and Drinking > Donut Shop"
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| 178 |
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"Travel and Transportation > Tourist Information and Service"
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| 179 |
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"Dining and Drinking > Juice Bar"
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| 180 |
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"Retail > Antique Store"
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| 181 |
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"Retail > Toy Store"
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| 182 |
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"Business and Professional Services > Event Service"
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| 183 |
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"Landmarks and Outdoors > Monument"
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| 184 |
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"Sports and Recreation > Snow Sports"
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| 185 |
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"Travel and Transportation > Travel Agency"
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| 186 |
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"Landmarks and Outdoors > Stable"
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| 187 |
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"Arts and Entertainment > Museum"
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| 188 |
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"Business and Professional Services > Home Improvement Service"
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| 189 |
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"Retail > Flower Store"
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| 190 |
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"Business and Professional Services > Technology Business"
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| 191 |
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"Travel and Transportation > Electric Vehicle Charging Station"
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| 192 |
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"Business and Professional Services > Business Center"
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| 193 |
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"Landmarks and Outdoors > Lake"
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| 194 |
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"Business and Professional Services > Film Studio"
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| 195 |
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"Dining and Drinking > Vineyard"
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| 196 |
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"Dining and Drinking > Distillery"
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| 197 |
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"Business and Professional Services > Warehouse"
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| 198 |
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"Business and Professional Services > Pet Service"
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| 199 |
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"Dining and Drinking > Brewery"
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| 200 |
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"Retail > Eyecare Store"
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| 201 |
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"Health and Medicine"
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| 202 |
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"Business and Professional Services > Tailor"
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| 203 |
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"Retail > Board Store"
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| 204 |
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"Sports and Recreation > Golf"
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| 205 |
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"Business and Professional Services > Audiovisual Service"
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| 206 |
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"Business and Professional Services > Manufacturer"
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| 207 |
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"Retail > Shopping Plaza"
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| 208 |
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"Business and Professional Services > Publisher"
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| 209 |
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"Retail > Print Store"
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| 210 |
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"Sports and Recreation > Gymnastics"
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| 211 |
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"Landmarks and Outdoors > Mountain"
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| 212 |
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"Retail > Perfume Store"
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| 213 |
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"Arts and Entertainment > Gaming Cafe"
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| 214 |
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"Travel and Transportation > Boat or Ferry"
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| 215 |
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"Community and Government > Cultural Center"
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| 216 |
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"Business and Professional Services > Employment Agency"
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| 217 |
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"Arts and Entertainment > Psychic and Astrologer"
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| 218 |
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"Retail > Big Box Store"
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| 219 |
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"Arts and Entertainment > Pool Hall"
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| 220 |
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"Community and Government > Animal Shelter"
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| 221 |
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"Landmarks and Outdoors > Surf Spot"
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| 222 |
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"Landmarks and Outdoors > Castle"
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| 223 |
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"Arts and Entertainment > Internet Cafe"
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| 224 |
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"Health and Medicine > Emergency Service"
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| 225 |
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"Sports and Recreation > Volleyball Court"
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| 226 |
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"Business and Professional Services > Security and Safety"
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| 227 |
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"Sports and Recreation > Basketball"
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| 228 |
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"Business and Professional Services > Shipping, Freight, and Material Transportation Service"
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| 229 |
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"Health and Medicine > Veterinarian"
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| 230 |
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"Health and Medicine > Acupuncture Clinic"
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| 231 |
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"Dining and Drinking > Creperie"
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| 232 |
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"Retail > Outlet Store"
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| 233 |
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"Dining and Drinking > Bagel Shop"
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| 234 |
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"Landmarks and Outdoors > Scenic Lookout"
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| 235 |
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"Dining and Drinking > Winery"
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| 236 |
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"Retail > Garden Center"
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| 237 |
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"Business and Professional Services > Import and Export Service"
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| 238 |
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"Sports and Recreation > Skating"
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| 239 |
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"Health and Medicine > Physical Therapy Clinic"
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| 240 |
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"Landmarks and Outdoors > Botanical Garden"
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| 241 |
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"Travel and Transportation > Train"
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| 242 |
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"Retail > Warehouse or Wholesale Store"
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| 243 |
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"Retail > Luggage Store"
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| 244 |
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"Business and Professional Services > TV Station"
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| 245 |
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"Retail > Pop-Up Store"
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| 246 |
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"Business and Professional Services > Entertainment Service"
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| 247 |
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"Landmarks and Outdoors > Sculpture Garden"
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| 248 |
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"Landmarks and Outdoors > Harbor or Marina"
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| 249 |
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"Health and Medicine > Home Health Care Service"
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| 250 |
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"Retail > Adult Store"
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| 251 |
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"Health and Medicine > Chiropractor"
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| 252 |
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"Health and Medicine > Mental Health Service"
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| 253 |
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"Business and Professional Services > Art Studio"
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| 254 |
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"Business and Professional Services > Metals Supplier"
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| 255 |
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"Landmarks and Outdoors > Island"
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| 256 |
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"Travel and Transportation > RV Park"
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| 257 |
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"Landmarks and Outdoors > Lighthouse"
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| 258 |
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"Retail > Construction Supplies Store"
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| 259 |
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"Business and Professional Services > Plastics Supplier"
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| 260 |
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"Retail > Video Store"
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| 261 |
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"Event > Conference"
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| 262 |
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"Retail > Tobacco Store"
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| 263 |
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"Business and Professional Services > Agriculture and Forestry Service"
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| 264 |
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"Landmarks and Outdoors > River"
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| 265 |
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"Business and Professional Services > Chemicals and Gasses Manufacturer"
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| 266 |
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"Business and Professional Services > Repair Service"
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| 267 |
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"Business and Professional Services > Rubber Supplier"
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| 268 |
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"Landmarks and Outdoors > Roof Deck"
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| 269 |
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"Retail > Vintage and Thrift Store"
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| 270 |
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"Sports and Recreation > Fishing Area"
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| 271 |
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"Sports and Recreation > Sports Club"
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| 272 |
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"Business and Professional Services > Business Service"
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| 273 |
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"Business and Professional Services > Media Agency"
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| 274 |
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"Landmarks and Outdoors > Hot Spring"
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| 275 |
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"Landmarks and Outdoors > Well"
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| 276 |
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"Business and Professional Services > Insurance Agency"
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| 277 |
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"Community and Government > Summer Camp"
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| 278 |
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"Landmarks and Outdoors > Bay"
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| 279 |
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"Business and Professional Services > Industrial Equipment Supplier"
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| 280 |
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"Retail > Comic Book Store"
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| 281 |
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"Travel and Transportation > Toll Booth"
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| 282 |
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"Dining and Drinking"
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| 283 |
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"Arts and Entertainment > Fair"
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| 284 |
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"Retail > Souvenir Store"
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| 285 |
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"Sports and Recreation > Paintball Field"
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| 286 |
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"Retail > Drugstore"
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| 287 |
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"Arts and Entertainment > Exhibit"
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| 288 |
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"Retail > Supplement Store"
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| 289 |
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"Retail > Outdoor Supply Store"
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| 290 |
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"Arts and Entertainment > Escape Room"
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| 291 |
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"Health and Medicine > Optometrist"
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| 292 |
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"Business and Professional Services > Engineer"
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| 293 |
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"Sports and Recreation > Indoor Play Area"
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| 294 |
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"Retail > Leather Goods Store"
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| 295 |
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"Community and Government > Public Bathroom"
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| 296 |
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"Business and Professional Services > Electrical Equipment Supplier"
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| 297 |
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"Travel and Transportation > Baggage Locker"
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| 298 |
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"Arts and Entertainment > Go Kart Track"
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| 299 |
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"Arts and Entertainment > Circus"
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| 300 |
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"Sports and Recreation > Hockey"
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| 301 |
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"Landmarks and Outdoors > Forest"
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| 302 |
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"Business and Professional Services > Computer Repair Service"
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| 303 |
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"Business and Professional Services > Waste Management Service"
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| 304 |
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"Travel and Transportation > Platform"
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| 305 |
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"Retail > Textiles Store"
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| 306 |
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"Business and Professional Services > Scientific Equipment Supplier"
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| 307 |
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"Landmarks and Outdoors > Pedestrian Plaza"
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| 308 |
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"Community and Government > Utility Company"
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| 309 |
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"Community and Government > Public and Social Service"
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| 310 |
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"Business and Professional Services > Petroleum Supplier"
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| 311 |
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"Business and Professional Services > Wedding Hall"
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| 312 |
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"Landmarks and Outdoors > Nature Preserve"
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| 313 |
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"Business and Professional Services > Ballroom"
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| 314 |
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"Community and Government > Prison"
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| 315 |
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"Sports and Recreation > Recreation Center"
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| 316 |
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"Sports and Recreation > Gun Range"
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| 317 |
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"Dining and Drinking > Smoothie Shop"
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| 318 |
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"Dining and Drinking > Night Market"
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| 319 |
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"Retail > Discount Store"
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| 320 |
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"Business and Professional Services > Welding Service"
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| 321 |
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"Travel and Transportation > Pier"
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| 322 |
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"Landmarks and Outdoors > Bathing Area"
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| 323 |
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"Business and Professional Services > Print, TV, Radio and Outdoor Advertising Service"
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| 324 |
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"Business and Professional Services > Online Advertising Service"
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| 325 |
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"Arts and Entertainment > Aquarium"
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| 326 |
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"Arts and Entertainment > Roller Rink"
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| 327 |
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"Community and Government > Trailer Park"
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| 328 |
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"Business and Professional Services > Paper Supplier"
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| 329 |
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"Retail > Framing Store"
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| 330 |
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"Landmarks and Outdoors > Tunnel"
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| 331 |
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"Health and Medicine > Urgent Care Center"
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| 332 |
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"Community and Government > Rehabilitation Center"
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| 333 |
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"Landmarks and Outdoors > Fountain"
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| 334 |
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"Arts and Entertainment > Planetarium"
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| 335 |
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"Sports and Recreation > Cricket Ground"
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| 336 |
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"Landmarks and Outdoors > Volcano"
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| 337 |
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"Business and Professional Services > Research Laboratory"
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| 338 |
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"Business and Professional Services > Equipment Rental Service"
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| 339 |
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"Community and Government"
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| 340 |
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"Retail > Medical Supply Store"
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| 341 |
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"Landmarks and Outdoors > Bike Trail"
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| 342 |
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"Business and Professional Services > Outdoor Event Space"
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| 343 |
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"Sports and Recreation > Rugby"
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| 344 |
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"Business and Professional Services > Laboratory"
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| 345 |
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"Business and Professional Services > Water Treatment Service"
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| 346 |
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"Business and Professional Services > Entertainment Agency"
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| 347 |
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"Retail > Pawn Shop"
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| 348 |
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"Arts and Entertainment > Salsa Club"
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| 349 |
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"Landmarks and Outdoors > Tree"
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| 350 |
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"Travel and Transportation > Toll Plaza"
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| 351 |
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"Travel and Transportation > Port"
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| 352 |
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"Landmarks and Outdoors > Rock Climbing Spot"
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| 353 |
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"Business and Professional Services > Creative Service"
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| 354 |
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"Business and Professional Services > Research Station"
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| 355 |
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"Business and Professional Services > Refrigeration and Ice Supplier"
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| 356 |
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"Business and Professional Services > Rental Service"
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| 357 |
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"Travel and Transportation > Border Crossing"
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| 358 |
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"Business and Professional Services > Industrial Estate"
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| 359 |
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"Business and Professional Services > Tutoring Service"
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| 360 |
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"Business and Professional Services > Laundromat"
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| 361 |
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"Arts and Entertainment > Mini Golf Course"
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| 362 |
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"Retail > Packaging Supply Store"
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| 363 |
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"Business and Professional Services > Translation Service"
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| 364 |
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"Retail > Duty-free Store"
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| 365 |
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"Community and Government > Observatory"
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| 366 |
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"Retail > Knitting Store"
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| 367 |
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"Travel and Transportation > Cruise"
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| 368 |
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"Business and Professional Services > Management Consultant"
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| 369 |
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"Retail > Betting Shop"
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| 370 |
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"Retail > Outlet Mall"
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| 371 |
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"Retail > Auction House"
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| 372 |
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"Travel and Transportation > Cable Car"
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| 373 |
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"Business and Professional Services > Power Plant"
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| 374 |
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"Landmarks and Outdoors > Dive Spot"
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| 375 |
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"Health and Medicine > Maternity Clinic"
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| 376 |
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"Health and Medicine > Women's Health Clinic"
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| 377 |
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"Health and Medicine > Nutritionist"
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| 378 |
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"Retail > Mobility Store"
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| 379 |
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"Business and Professional Services > Renewable Energy Service"
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| 380 |
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"Landmarks and Outdoors > Hill"
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| 381 |
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"Health and Medicine > Hospice"
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| 382 |
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"Business and Professional Services > Machine Shop"
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| 383 |
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"Landmarks and Outdoors > Memorial Site"
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| 384 |
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"Landmarks and Outdoors > Cave"
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| 385 |
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"Travel and Transportation > Truck Stop"
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| 386 |
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"Business and Professional Services > Logging Service"
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| 387 |
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"Landmarks and Outdoors > Waterfront"
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| 388 |
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"Sports and Recreation > Skydiving Center"
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| 389 |
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"Arts and Entertainment > Disc Golf"
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| 390 |
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"Business and Professional Services > Promotional Item Service"
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| 391 |
-
"Business and Professional Services > Lottery Retailer"
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| 392 |
]
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| 393 |
|
| 394 |
def compute_features(candidate_point, radius=0.005):
|
|
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| 30 |
# ]
|
| 31 |
|
| 32 |
DATASET_COLUMNS = [
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| 33 |
+
"Community and Government > Education",
|
| 34 |
+
"Landmarks and Outdoors > Structure",
|
| 35 |
+
"Arts and Entertainment > Art Gallery",
|
| 36 |
+
"Arts and Entertainment > Movie Theater",
|
| 37 |
+
"Retail > Department Store",
|
| 38 |
+
"Business and Professional Services > Office",
|
| 39 |
+
"Travel and Transportation > Road",
|
| 40 |
+
"Dining and Drinking > Restaurant",
|
| 41 |
+
"Community and Government > Residential Building",
|
| 42 |
+
"Dining and Drinking > Breakfast Spot",
|
| 43 |
+
"Business and Professional Services",
|
| 44 |
+
"Arts and Entertainment > Amusement Park",
|
| 45 |
+
"Travel and Transportation > Lodging",
|
| 46 |
+
"Arts and Entertainment",
|
| 47 |
+
"Dining and Drinking > Food Truck",
|
| 48 |
+
"Dining and Drinking > Bar",
|
| 49 |
+
"Retail > Sporting Goods Retail",
|
| 50 |
+
"Retail > Computers and Electronics Retail",
|
| 51 |
+
"Arts and Entertainment > Arcade",
|
| 52 |
+
"Dining and Drinking > Cafe, Coffee, and Tea House",
|
| 53 |
+
"Travel and Transportation > Transport Hub",
|
| 54 |
+
"Health and Medicine > Physician",
|
| 55 |
+
"Community and Government > Government Building",
|
| 56 |
+
"Business and Professional Services > Convention Center",
|
| 57 |
+
"Arts and Entertainment > Performing Arts Venue",
|
| 58 |
+
"Landmarks and Outdoors > Field",
|
| 59 |
+
"Business and Professional Services > Financial Service",
|
| 60 |
+
"Landmarks and Outdoors > Park",
|
| 61 |
+
"Sports and Recreation > Water Sports",
|
| 62 |
+
"Landmarks and Outdoors > Other Great Outdoors",
|
| 63 |
+
"Event > Convention",
|
| 64 |
+
"Retail > Shopping Mall",
|
| 65 |
+
"Business and Professional Services > Distribution Center",
|
| 66 |
+
"Business and Professional Services > Automotive Service",
|
| 67 |
+
"Health and Medicine > Hospital",
|
| 68 |
+
"Dining and Drinking > Snack Place",
|
| 69 |
+
"Business and Professional Services > Event Space",
|
| 70 |
+
"Dining and Drinking > Food Court",
|
| 71 |
+
"Travel and Transportation > Bike Rental",
|
| 72 |
+
"Travel and Transportation > Parking",
|
| 73 |
+
"Business and Professional Services > Radio Station",
|
| 74 |
+
"Health and Medicine > Dentist",
|
| 75 |
+
"Landmarks and Outdoors > Beach",
|
| 76 |
+
"Retail > Flea Market",
|
| 77 |
+
"Retail > Fashion Retail",
|
| 78 |
+
"Retail > Food and Beverage Retail",
|
| 79 |
+
"Retail > Office Supply Store",
|
| 80 |
+
"Community and Government > Spiritual Center",
|
| 81 |
+
"Health and Medicine > Medical Center",
|
| 82 |
+
"Dining and Drinking > Bakery",
|
| 83 |
+
"Dining and Drinking > Cafeteria",
|
| 84 |
+
"Retail > Convenience Store",
|
| 85 |
+
"Arts and Entertainment > Public Art",
|
| 86 |
+
"Retail > Newsstand",
|
| 87 |
+
"Retail > Furniture and Home Store",
|
| 88 |
+
"Business and Professional Services > Auditorium",
|
| 89 |
+
"Landmarks and Outdoors > Garden",
|
| 90 |
+
"Community and Government > Library",
|
| 91 |
+
"Community and Government > Organization",
|
| 92 |
+
"Business and Professional Services > Health and Beauty Service",
|
| 93 |
+
"Dining and Drinking > Food Stand",
|
| 94 |
+
"Retail > Pharmacy",
|
| 95 |
+
"Retail > Record Store",
|
| 96 |
+
"Arts and Entertainment > Night Club",
|
| 97 |
+
"Landmarks and Outdoors > Farm",
|
| 98 |
+
"Community and Government > Social Club",
|
| 99 |
+
"Sports and Recreation > Gym and Studio",
|
| 100 |
+
"Sports and Recreation > Racquet Sports",
|
| 101 |
+
"Retail > Costume Store",
|
| 102 |
+
"Sports and Recreation > Soccer",
|
| 103 |
+
"Event > Entertainment Event",
|
| 104 |
+
"Retail > Market",
|
| 105 |
+
"Sports and Recreation",
|
| 106 |
+
"Community and Government > Town Hall",
|
| 107 |
+
"Arts and Entertainment > Water Park",
|
| 108 |
+
"Landmarks and Outdoors",
|
| 109 |
+
"Business and Professional Services > Shoe Repair Service",
|
| 110 |
+
"Retail > Automotive Retail",
|
| 111 |
+
"Dining and Drinking > Dessert Shop",
|
| 112 |
+
"Retail > Music Store",
|
| 113 |
+
"Business and Professional Services > Factory",
|
| 114 |
+
"Community and Government > Assisted Living",
|
| 115 |
+
"Travel and Transportation > Transportation Service",
|
| 116 |
+
"Health and Medicine > Medical Lab",
|
| 117 |
+
"Retail",
|
| 118 |
+
"Travel and Transportation > Rest Area",
|
| 119 |
+
"Landmarks and Outdoors > Hiking Trail",
|
| 120 |
+
"Sports and Recreation > Martial Arts Dojo",
|
| 121 |
+
"Business and Professional Services > Laundry Service",
|
| 122 |
+
"Retail > Pet Supplies Store",
|
| 123 |
+
"Business and Professional Services > Design Studio",
|
| 124 |
+
"Community and Government > Housing Development",
|
| 125 |
+
"Business and Professional Services > Construction",
|
| 126 |
+
"Business and Professional Services > Real Estate Service",
|
| 127 |
+
"Landmarks and Outdoors > Historic and Protected Site",
|
| 128 |
+
"Business and Professional Services > Photography Service",
|
| 129 |
+
"Landmarks and Outdoors > Plaza",
|
| 130 |
+
"Business and Professional Services > Child Care Service",
|
| 131 |
+
"Event > Other Event",
|
| 132 |
+
"Arts and Entertainment > Comedy Club",
|
| 133 |
+
"Arts and Entertainment > Strip Club",
|
| 134 |
+
"Arts and Entertainment > Casino",
|
| 135 |
+
"Business and Professional Services > Legal Service",
|
| 136 |
+
"Retail > Miscellaneous Store",
|
| 137 |
+
"Travel and Transportation",
|
| 138 |
+
"Retail > Boutique",
|
| 139 |
+
"Sports and Recreation > Race Track",
|
| 140 |
+
"Event > Marketplace",
|
| 141 |
+
"Sports and Recreation > Baseball",
|
| 142 |
+
"Retail > Arts and Crafts Store",
|
| 143 |
+
"Travel and Transportation > Moving Target",
|
| 144 |
+
"Community and Government > Cemetery",
|
| 145 |
+
"Business and Professional Services > Wholesaler",
|
| 146 |
+
"Business and Professional Services > Advertising Agency",
|
| 147 |
+
"Arts and Entertainment > Stadium",
|
| 148 |
+
"Arts and Entertainment > Country Dance Club",
|
| 149 |
+
"Landmarks and Outdoors > Bridge",
|
| 150 |
+
"Health and Medicine > Alternative Medicine Clinic",
|
| 151 |
+
"Arts and Entertainment > Zoo",
|
| 152 |
+
"Business and Professional Services > Food and Beverage Service",
|
| 153 |
+
"Business and Professional Services > Storage Facility",
|
| 154 |
+
"Business and Professional Services > Recycling Facility",
|
| 155 |
+
"Business and Professional Services > Funeral Home",
|
| 156 |
+
"Arts and Entertainment > Bowling Alley",
|
| 157 |
+
"Retail > Hardware Store",
|
| 158 |
+
"Retail > Stationery Store",
|
| 159 |
+
"Retail > Bookstore",
|
| 160 |
+
"Retail > Smoke Shop",
|
| 161 |
+
"Sports and Recreation > Running and Track",
|
| 162 |
+
"Retail > Vape Store",
|
| 163 |
+
"Landmarks and Outdoors > Campground",
|
| 164 |
+
"Retail > Gift Store",
|
| 165 |
+
"Landmarks and Outdoors > Palace",
|
| 166 |
+
"Business and Professional Services > Recording Studio",
|
| 167 |
+
"Landmarks and Outdoors > States and Municipalities",
|
| 168 |
+
"Community and Government > Community Center",
|
| 169 |
+
"Travel and Transportation > Fuel Station",
|
| 170 |
+
"Retail > Cosmetics Store",
|
| 171 |
+
"Retail > Hobby Store",
|
| 172 |
+
"Travel and Transportation > Travel Lounge",
|
| 173 |
+
"Community and Government > Polling Place",
|
| 174 |
+
"Retail > Baby Store",
|
| 175 |
+
"Business and Professional Services > Telecommunication Service",
|
| 176 |
+
"Health and Medicine > Healthcare Clinic",
|
| 177 |
+
"Dining and Drinking > Donut Shop",
|
| 178 |
+
"Travel and Transportation > Tourist Information and Service",
|
| 179 |
+
"Dining and Drinking > Juice Bar",
|
| 180 |
+
"Retail > Antique Store",
|
| 181 |
+
"Retail > Toy Store",
|
| 182 |
+
"Business and Professional Services > Event Service",
|
| 183 |
+
"Landmarks and Outdoors > Monument",
|
| 184 |
+
"Sports and Recreation > Snow Sports",
|
| 185 |
+
"Travel and Transportation > Travel Agency",
|
| 186 |
+
"Landmarks and Outdoors > Stable",
|
| 187 |
+
"Arts and Entertainment > Museum",
|
| 188 |
+
"Business and Professional Services > Home Improvement Service",
|
| 189 |
+
"Retail > Flower Store",
|
| 190 |
+
"Business and Professional Services > Technology Business",
|
| 191 |
+
"Travel and Transportation > Electric Vehicle Charging Station",
|
| 192 |
+
"Business and Professional Services > Business Center",
|
| 193 |
+
"Landmarks and Outdoors > Lake",
|
| 194 |
+
"Business and Professional Services > Film Studio",
|
| 195 |
+
"Dining and Drinking > Vineyard",
|
| 196 |
+
"Dining and Drinking > Distillery",
|
| 197 |
+
"Business and Professional Services > Warehouse",
|
| 198 |
+
"Business and Professional Services > Pet Service",
|
| 199 |
+
"Dining and Drinking > Brewery",
|
| 200 |
+
"Retail > Eyecare Store",
|
| 201 |
+
"Health and Medicine",
|
| 202 |
+
"Business and Professional Services > Tailor",
|
| 203 |
+
"Retail > Board Store",
|
| 204 |
+
"Sports and Recreation > Golf",
|
| 205 |
+
"Business and Professional Services > Audiovisual Service",
|
| 206 |
+
"Business and Professional Services > Manufacturer",
|
| 207 |
+
"Retail > Shopping Plaza",
|
| 208 |
+
"Business and Professional Services > Publisher",
|
| 209 |
+
"Retail > Print Store",
|
| 210 |
+
"Sports and Recreation > Gymnastics",
|
| 211 |
+
"Landmarks and Outdoors > Mountain",
|
| 212 |
+
"Retail > Perfume Store",
|
| 213 |
+
"Arts and Entertainment > Gaming Cafe",
|
| 214 |
+
"Travel and Transportation > Boat or Ferry",
|
| 215 |
+
"Community and Government > Cultural Center",
|
| 216 |
+
"Business and Professional Services > Employment Agency",
|
| 217 |
+
"Arts and Entertainment > Psychic and Astrologer",
|
| 218 |
+
"Retail > Big Box Store",
|
| 219 |
+
"Arts and Entertainment > Pool Hall",
|
| 220 |
+
"Community and Government > Animal Shelter",
|
| 221 |
+
"Landmarks and Outdoors > Surf Spot",
|
| 222 |
+
"Landmarks and Outdoors > Castle",
|
| 223 |
+
"Arts and Entertainment > Internet Cafe",
|
| 224 |
+
"Health and Medicine > Emergency Service",
|
| 225 |
+
"Sports and Recreation > Volleyball Court",
|
| 226 |
+
"Business and Professional Services > Security and Safety",
|
| 227 |
+
"Sports and Recreation > Basketball",
|
| 228 |
+
"Business and Professional Services > Shipping, Freight, and Material Transportation Service",
|
| 229 |
+
"Health and Medicine > Veterinarian",
|
| 230 |
+
"Health and Medicine > Acupuncture Clinic",
|
| 231 |
+
"Dining and Drinking > Creperie",
|
| 232 |
+
"Retail > Outlet Store",
|
| 233 |
+
"Dining and Drinking > Bagel Shop",
|
| 234 |
+
"Landmarks and Outdoors > Scenic Lookout",
|
| 235 |
+
"Dining and Drinking > Winery",
|
| 236 |
+
"Retail > Garden Center",
|
| 237 |
+
"Business and Professional Services > Import and Export Service",
|
| 238 |
+
"Sports and Recreation > Skating",
|
| 239 |
+
"Health and Medicine > Physical Therapy Clinic",
|
| 240 |
+
"Landmarks and Outdoors > Botanical Garden",
|
| 241 |
+
"Travel and Transportation > Train",
|
| 242 |
+
"Retail > Warehouse or Wholesale Store",
|
| 243 |
+
"Retail > Luggage Store",
|
| 244 |
+
"Business and Professional Services > TV Station",
|
| 245 |
+
"Retail > Pop-Up Store",
|
| 246 |
+
"Business and Professional Services > Entertainment Service",
|
| 247 |
+
"Landmarks and Outdoors > Sculpture Garden",
|
| 248 |
+
"Landmarks and Outdoors > Harbor or Marina",
|
| 249 |
+
"Health and Medicine > Home Health Care Service",
|
| 250 |
+
"Retail > Adult Store",
|
| 251 |
+
"Health and Medicine > Chiropractor",
|
| 252 |
+
"Health and Medicine > Mental Health Service",
|
| 253 |
+
"Business and Professional Services > Art Studio",
|
| 254 |
+
"Business and Professional Services > Metals Supplier",
|
| 255 |
+
"Landmarks and Outdoors > Island",
|
| 256 |
+
"Travel and Transportation > RV Park",
|
| 257 |
+
"Landmarks and Outdoors > Lighthouse",
|
| 258 |
+
"Retail > Construction Supplies Store",
|
| 259 |
+
"Business and Professional Services > Plastics Supplier",
|
| 260 |
+
"Retail > Video Store",
|
| 261 |
+
"Event > Conference",
|
| 262 |
+
"Retail > Tobacco Store",
|
| 263 |
+
"Business and Professional Services > Agriculture and Forestry Service",
|
| 264 |
+
"Landmarks and Outdoors > River",
|
| 265 |
+
"Business and Professional Services > Chemicals and Gasses Manufacturer",
|
| 266 |
+
"Business and Professional Services > Repair Service",
|
| 267 |
+
"Business and Professional Services > Rubber Supplier",
|
| 268 |
+
"Landmarks and Outdoors > Roof Deck",
|
| 269 |
+
"Retail > Vintage and Thrift Store",
|
| 270 |
+
"Sports and Recreation > Fishing Area",
|
| 271 |
+
"Sports and Recreation > Sports Club",
|
| 272 |
+
"Business and Professional Services > Business Service",
|
| 273 |
+
"Business and Professional Services > Media Agency",
|
| 274 |
+
"Landmarks and Outdoors > Hot Spring",
|
| 275 |
+
"Landmarks and Outdoors > Well",
|
| 276 |
+
"Business and Professional Services > Insurance Agency",
|
| 277 |
+
"Community and Government > Summer Camp",
|
| 278 |
+
"Landmarks and Outdoors > Bay",
|
| 279 |
+
"Business and Professional Services > Industrial Equipment Supplier",
|
| 280 |
+
"Retail > Comic Book Store",
|
| 281 |
+
"Travel and Transportation > Toll Booth",
|
| 282 |
+
"Dining and Drinking",
|
| 283 |
+
"Arts and Entertainment > Fair",
|
| 284 |
+
"Retail > Souvenir Store",
|
| 285 |
+
"Sports and Recreation > Paintball Field",
|
| 286 |
+
"Retail > Drugstore",
|
| 287 |
+
"Arts and Entertainment > Exhibit",
|
| 288 |
+
"Retail > Supplement Store",
|
| 289 |
+
"Retail > Outdoor Supply Store",
|
| 290 |
+
"Arts and Entertainment > Escape Room",
|
| 291 |
+
"Health and Medicine > Optometrist",
|
| 292 |
+
"Business and Professional Services > Engineer",
|
| 293 |
+
"Sports and Recreation > Indoor Play Area",
|
| 294 |
+
"Retail > Leather Goods Store",
|
| 295 |
+
"Community and Government > Public Bathroom",
|
| 296 |
+
"Business and Professional Services > Electrical Equipment Supplier",
|
| 297 |
+
"Travel and Transportation > Baggage Locker",
|
| 298 |
+
"Arts and Entertainment > Go Kart Track",
|
| 299 |
+
"Arts and Entertainment > Circus",
|
| 300 |
+
"Sports and Recreation > Hockey",
|
| 301 |
+
"Landmarks and Outdoors > Forest",
|
| 302 |
+
"Business and Professional Services > Computer Repair Service",
|
| 303 |
+
"Business and Professional Services > Waste Management Service",
|
| 304 |
+
"Travel and Transportation > Platform",
|
| 305 |
+
"Retail > Textiles Store",
|
| 306 |
+
"Business and Professional Services > Scientific Equipment Supplier",
|
| 307 |
+
"Landmarks and Outdoors > Pedestrian Plaza",
|
| 308 |
+
"Community and Government > Utility Company",
|
| 309 |
+
"Community and Government > Public and Social Service",
|
| 310 |
+
"Business and Professional Services > Petroleum Supplier",
|
| 311 |
+
"Business and Professional Services > Wedding Hall",
|
| 312 |
+
"Landmarks and Outdoors > Nature Preserve",
|
| 313 |
+
"Business and Professional Services > Ballroom",
|
| 314 |
+
"Community and Government > Prison",
|
| 315 |
+
"Sports and Recreation > Recreation Center",
|
| 316 |
+
"Sports and Recreation > Gun Range",
|
| 317 |
+
"Dining and Drinking > Smoothie Shop",
|
| 318 |
+
"Dining and Drinking > Night Market",
|
| 319 |
+
"Retail > Discount Store",
|
| 320 |
+
"Business and Professional Services > Welding Service",
|
| 321 |
+
"Travel and Transportation > Pier",
|
| 322 |
+
"Landmarks and Outdoors > Bathing Area",
|
| 323 |
+
"Business and Professional Services > Print, TV, Radio and Outdoor Advertising Service",
|
| 324 |
+
"Business and Professional Services > Online Advertising Service",
|
| 325 |
+
"Arts and Entertainment > Aquarium",
|
| 326 |
+
"Arts and Entertainment > Roller Rink",
|
| 327 |
+
"Community and Government > Trailer Park",
|
| 328 |
+
"Business and Professional Services > Paper Supplier",
|
| 329 |
+
"Retail > Framing Store",
|
| 330 |
+
"Landmarks and Outdoors > Tunnel",
|
| 331 |
+
"Health and Medicine > Urgent Care Center",
|
| 332 |
+
"Community and Government > Rehabilitation Center",
|
| 333 |
+
"Landmarks and Outdoors > Fountain",
|
| 334 |
+
"Arts and Entertainment > Planetarium",
|
| 335 |
+
"Sports and Recreation > Cricket Ground",
|
| 336 |
+
"Landmarks and Outdoors > Volcano",
|
| 337 |
+
"Business and Professional Services > Research Laboratory",
|
| 338 |
+
"Business and Professional Services > Equipment Rental Service",
|
| 339 |
+
"Community and Government",
|
| 340 |
+
"Retail > Medical Supply Store",
|
| 341 |
+
"Landmarks and Outdoors > Bike Trail",
|
| 342 |
+
"Business and Professional Services > Outdoor Event Space",
|
| 343 |
+
"Sports and Recreation > Rugby",
|
| 344 |
+
"Business and Professional Services > Laboratory",
|
| 345 |
+
"Business and Professional Services > Water Treatment Service",
|
| 346 |
+
"Business and Professional Services > Entertainment Agency",
|
| 347 |
+
"Retail > Pawn Shop",
|
| 348 |
+
"Arts and Entertainment > Salsa Club",
|
| 349 |
+
"Landmarks and Outdoors > Tree",
|
| 350 |
+
"Travel and Transportation > Toll Plaza",
|
| 351 |
+
"Travel and Transportation > Port",
|
| 352 |
+
"Landmarks and Outdoors > Rock Climbing Spot",
|
| 353 |
+
"Business and Professional Services > Creative Service",
|
| 354 |
+
"Business and Professional Services > Research Station",
|
| 355 |
+
"Business and Professional Services > Refrigeration and Ice Supplier",
|
| 356 |
+
"Business and Professional Services > Rental Service",
|
| 357 |
+
"Travel and Transportation > Border Crossing",
|
| 358 |
+
"Business and Professional Services > Industrial Estate",
|
| 359 |
+
"Business and Professional Services > Tutoring Service",
|
| 360 |
+
"Business and Professional Services > Laundromat",
|
| 361 |
+
"Arts and Entertainment > Mini Golf Course",
|
| 362 |
+
"Retail > Packaging Supply Store",
|
| 363 |
+
"Business and Professional Services > Translation Service",
|
| 364 |
+
"Retail > Duty-free Store",
|
| 365 |
+
"Community and Government > Observatory",
|
| 366 |
+
"Retail > Knitting Store",
|
| 367 |
+
"Travel and Transportation > Cruise",
|
| 368 |
+
"Business and Professional Services > Management Consultant",
|
| 369 |
+
"Retail > Betting Shop",
|
| 370 |
+
"Retail > Outlet Mall",
|
| 371 |
+
"Retail > Auction House",
|
| 372 |
+
"Travel and Transportation > Cable Car",
|
| 373 |
+
"Business and Professional Services > Power Plant",
|
| 374 |
+
"Landmarks and Outdoors > Dive Spot",
|
| 375 |
+
"Health and Medicine > Maternity Clinic",
|
| 376 |
+
"Health and Medicine > Women's Health Clinic",
|
| 377 |
+
"Health and Medicine > Nutritionist",
|
| 378 |
+
"Retail > Mobility Store",
|
| 379 |
+
"Business and Professional Services > Renewable Energy Service",
|
| 380 |
+
"Landmarks and Outdoors > Hill",
|
| 381 |
+
"Health and Medicine > Hospice",
|
| 382 |
+
"Business and Professional Services > Machine Shop",
|
| 383 |
+
"Landmarks and Outdoors > Memorial Site",
|
| 384 |
+
"Landmarks and Outdoors > Cave",
|
| 385 |
+
"Travel and Transportation > Truck Stop",
|
| 386 |
+
"Business and Professional Services > Logging Service",
|
| 387 |
+
"Landmarks and Outdoors > Waterfront",
|
| 388 |
+
"Sports and Recreation > Skydiving Center",
|
| 389 |
+
"Arts and Entertainment > Disc Golf",
|
| 390 |
+
"Business and Professional Services > Promotional Item Service",
|
| 391 |
+
"Business and Professional Services > Lottery Retailer",
|
| 392 |
]
|
| 393 |
|
| 394 |
def compute_features(candidate_point, radius=0.005):
|