Analyzing a few map statistics...

Number of nodes and ways:
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Users involved in creating the data:
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Displaying types of amenities:
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 {u'_id': u'college', u'count': 17},
 {u'_id': u'bicycle_rental', u'count': 15},
 {u'_id': u'arts_centre', u'count': 14},
 {u'_id': u'charging_station', u'count': 14},
 {u'_id': u'townhall', u'count': 13},
 {u'_id': u'veterinary', u'count': 13},
 {u'_id': u'hospital', u'count': 12},
 {u'_id': u'research_institute', u'count': 12},
 {u'_id': u'ferry_terminal', u'count': 12},
 {u'_id': u'marketplace', u'count': 11},
 {u'_id': u'bbq', u'count': 9},
 {u'_id': u'community_centre', u'count': 9},
 {u'_id': u'cinema', u'count': 9},
 {u'_id': u'retirement_home', u'count': 9},
 {u'_id': u'swimming_pool', u'count': 8},
 {u'_id': u'childcare', u'count': 7},
 {u'_id': u'gambling', u'count': 7},
 {u'_id': u'drinking_water', u'count': 7},
 {u'_id': u'casino', u'count': 7},
 {u'_id': u'university', u'count': 6},
 {u'_id': u'ice_cream', u'count': 6},
 {u'_id': u'campfire', u'count': 6},
 {u'_id': u'bus_station', u'count': 6},
 {u'_id': u'brothel', u'count': 6},
 {u'_id': u'embassy', u'count': 6},
 {u'_id': u'youth_club', u'count': 5},
 {u'_id': u'shop', u'count': 5},
 {u'_id': u'music_school', u'count': 5},
 {u'_id': u'clinic', u'count': 5},
 {u'_id': u'social_club', u'count': 4},
 {u'_id': u'watering_place', u'count': 4},
 {u'_id': u'dancing_school', u'count': 4},
 {u'_id': u'courthouse', u'count': 4},
 {u'_id': u'compressed_air', u'count': 4},
 {u'_id': u'mobile_library', u'count': 4},
 {u'_id': u'fitness_center', u'count': 3},
 {u'_id': u'photo_booth', u'count': 3},
 {u'_id': u'shower', u'count': 3},
 {u'_id': u'parking_aisle', u'count': 2},
 {u'_id': u'water', u'count': 2},
 {u'_id': u'stripclub', u'count': 2},
 {u'_id': u'fireplug', u'count': 2},
 {u'_id': u'hunting_blind', u'count': 2},
 {u'_id': u'motorcycle_parking', u'count': 2},
 {u'_id': u'canteen', u'count': 2},
 {u'_id': u'public_bookcase', u'count': 2},
 {u'_id': u'locker', u'count': 2},
 {u'_id': u'register_office', u'count': 2},
 {u'_id': u'studio', u'count': 2},
 {u'_id': u'kinderharten', u'count': 1},
 {u'_id': u'security_control', u'count': 1},
 {u'_id': u'trolley_bay', u'count': 1},
 {u'_id': u'chaning_rooms', u'count': 1},
 {u'_id': u'changing_rooms', u'count': 1},
 {u'_id': u'association', u'count': 1},
 {u'_id': u'crypt', u'count': 1},
 {u'_id': u'waste_transfer_station', u'count': 1},
 {u'_id': u'office', u'count': 1},
 {u'_id': u'storage', u'count': 1},
 {u'_id': u'commercial', u'count': 1},
 {u'_id': u'preschool', u'count': 1},
 {u'_id': u'prison', u'count': 1},
 {u'_id': u'stage', u'count': 1},
 {u'_id': u'concert_hall', u'count': 1},
 {u'_id': u'stables', u'count': 1},
 {u'_id': u'taxi_phone', u'count': 1},
 {u'_id': u'sauna', u'count': 1},
 {u'_id': u'bicycle_repair_station', u'count': 1},
 {u'_id': u'kneipp_water_cure', u'count': 1},
 {u'_id': u'dive_centre', u'count': 1},
 {u'_id': u'yes', u'count': 1},
 {u'_id': u'music_venue', u'count': 1},
 {u'_id': u'multi-purpose room', u'count': 1},
 {u'_id': u'dance_school', u'count': 1},
 {u'_id': u'construction', u'count': 1},
 {u'_id': u'moneychanger', u'count': 1},
 {u'_id': u'cooking_school', u'count': 1},
 {u'_id': u'coworking_space', u'count': 1},
 {u'_id': u'lockbox', u'count': 1},
 {u'_id': u'lawyer', u'count': 1},
 {u'_id': u'food_court', u'count': 1},
 {u'_id': u'exhibition_hall', u'count': 1},
 {u'_id': u'bistro', u'count': 1},
 {u'_id': u'training', u'count': 1},
 {u'_id': u'boat_rental', u'count': 1},
 {u'_id': u'gym', u'count': 1},
 {u'_id': u'healthcare occupational_therapist', u'count': 1},
 {u'_id': u'adult_gaming_centre', u'count': 1},
 {u'_id': u'community_hall', u'count': 1},
 {u'_id': u'artwork', u'count': 1},
 {u'_id': u'language_school', u'count': 1},
 {u'_id': u'baby_hatch', u'count': 1},
 {u'_id': u'vacant', u'count': 1},
 {u'_id': u'Chauffeurservice', u'count': 1},
 {u'_id': u'post_office:type=post_partner', u'count': 1},
 {u'_id': u'check_in', u'count': 1},
 {u'_id': u'hospice', u'count': 1},
 {u'_id': u'education', u'count': 1}]
Saved plot of data to: data/stats_amenities.png

Displaying types of leisure activities:
[{u'_id': u'way', u'count': 208813}, {u'_id': u'node', u'count': 1146807}]
Saved plot of data to: data/stats_leisure_activities.png

Displaying prevalence of religions:
[{u'_id': u'christian', u'count': 134},
 {u'_id': u'muslim', u'count': 3},
 {u'_id': None, u'count': 2},
 {u'_id': u'multifaith', u'count': 1},
 {u'_id': u'jewish', u'count': 1}]
Saved plot of data to: data/stats_religions.png

Displaying types of cuisines in restaurants:
[{u'_id': None, u'count': 195},
 {u'_id': u'german', u'count': 31},
 {u'_id': u'italian', u'count': 30},
 {u'_id': u'regional', u'count': 26},
 {u'_id': u'greek', u'count': 20},
 {u'_id': u'asian', u'count': 20},
 {u'_id': u'pizza', u'count': 12},
 {u'_id': u'chinese', u'count': 9},
 {u'_id': u'indian', u'count': 6},
 {u'_id': u'international', u'count': 5},
 {u'_id': u'vietnamese', u'count': 4},
 {u'_id': u'thai', u'count': 4},
 {u'_id': u'spanish', u'count': 3},
 {u'_id': u'japanese', u'count': 3},
 {u'_id': u'turkish', u'count': 3},
 {u'_id': u'fish', u'count': 2},
 {u'_id': u'russian', u'count': 2},
 {u'_id': u'kebab', u'count': 2},
 {u'_id': u'korean', u'count': 2},
 {u'_id': u'sudanese;arabic', u'count': 1},
 {u'_id': u'indian;pizza', u'count': 1},
 {u'_id': u'hungarian', u'count': 1},
 {u'_id': u'syrian', u'count': 1},
 {u'_id': u'vegan', u'count': 1},
 {u'_id': u'buschenschank', u'count': 1},
 {u'_id': u'soup', u'count': 1},
 {u'_id': u'chinese;asian;thai', u'count': 1},
 {u'_id': u'american', u'count': 1},
 {u'_id': u'steak_house', u'count': 1},
 {u'_id': u'pasta', u'count': 1},
 {u'_id': u'croatian', u'count': 1},
 {u'_id': u'Portugiesisches_Restaurant_&_Weinbar', u'count': 1},
 {u'_id': u'german;balkan', u'count': 1},
 {u'_id': u'mexican', u'count': 1},
 {u'_id': u'french', u'count': 1},
 {u'_id': u'cuban', u'count': 1},
 {u'_id': u'mediterranean', u'count': 1},
 {u'_id': u'thai;vietnamese', u'count': 1},
 {u'_id': u'sushi', u'count': 1},
 {u'_id': u'pizza;kebab', u'count': 1},
 {u'_id': u'seafood', u'count': 1},
 {u'_id': u'kebab;pizza', u'count': 1},
 {u'_id': u'lebanese', u'count': 1},
 {u'_id': u'african', u'count': 1},
 {u'_id': u'schnitzel', u'count': 1}]
Saved plot of data to: data/stats_cuisines.png

Displaying types of beers in bars and pubs:
[{u'_id': None, u'count': 555},
 {u'_id': u'Radeberger', u'count': 9},
 {u'_id': u'Dresdner Felsenkeller', u'count': 2},
 {u'_id': u'Rechenberger', u'count': 1},
 {u'_id': u'Warsteiner', u'count': 1},
 {u'_id': u'Feldschl\xf6\xdfchen;Schwarzer Steiger', u'count': 1},
 {u'_id': u'Feldschl\xf6\xdfchen', u'count': 1},
 {u'_id': u'Eibauer', u'count': 1},
 {u'_id': u'Freiberger', u'count': 1},
 {u'_id': u'Freiberger;Jever;Astra;Lech;Tyskie;B\xf6hmisch Brauhaus',
  u'count': 1},
 {u'_id': u'Kulmbacher', u'count': 1},
 {u'_id': u"Neustadt Helles;Lenin's Hanf", u'count': 1},
 {u'_id': u'Feldschl\xf6\xdfchen;Paulaner;Schwarzer Steiger', u'count': 1},
 {u'_id': u'Radeberger;Eibauer', u'count': 1}]
Saved plot of data to: data/stats_beers.png

Displaying types of sports in stadiums and sport centres:
[{u'_id': None, u'count': 106},
 {u'_id': u'multi', u'count': 52},
 {u'_id': u'9pin', u'count': 5},
 {u'_id': u'soccer', u'count': 4},
 {u'_id': u'climbing', u'count': 2},
 {u'_id': u'equestrian', u'count': 2},
 {u'_id': u'gymnastics', u'count': 2},
 {u'_id': u'tennis', u'count': 2},
 {u'_id': u'judo', u'count': 2},
 {u'_id': u'athletics', u'count': 2},
 {u'_id': u'water_ski', u'count': 1},
 {u'_id': u'table_tennis', u'count': 1},
 {u'_id': u'ice_hockey', u'count': 1},
 {u'_id': u'Karate', u'count': 1},
 {u'_id': u'taekwondo', u'count': 1},
 {u'_id': u'volleyball', u'count': 1},
 {u'_id': u'yoga', u'count': 1},
 {u'_id': u'dancing', u'count': 1},
 {u'_id': u'skateboard;bmx;unicycle', u'count': 1},
 {u'_id': u'fitness', u'count': 1},
 {u'_id': u'shooting', u'count': 1},
 {u'_id': u'karate', u'count': 1},
 {u'_id': u'swimming', u'count': 1},
 {u'_id': u'10pin', u'count': 1},
 {u'_id': u'canoe', u'count': 1}]
Saved plot of data to: data/stats_sports.png

Where to dance in Dresden:
[u'Dancing Joy',
 u'Tango im Salon',
 u'Studio24',
 u'La Academia Tango',
 u'Tanzschule Herrmann-Nebl',
 u'TSC Casino Dresden e.V.',
 u'Tanzschule Nebl',
 u'Tanzsportklub RESIDENZ Dresden',
 u'TC Saxonia',
 u'Tanzschule Lax',
 u'Gare de la lune',
 u'Tanzzentrum Dresden',
 u'Milonga & Wein']