Examine relationships between cities and what's trending on twitter.
Run twitter-data.py, and pass names of cities as command line arguments. Cities with many common trends will tend to be closer together.
Try :
$ python twitter-data.py Mumbai,India Delhi,India New_York,United_States Philadelphia,United_States San_Francisco,United_States San_Jose,United_States
City names:
Winnipeg,Canada
Ottawa,Canada
Quebec,Canada
Montreal,Canada
Toronto,Canada
Edmonton,Canada
Calgary,Canada
Vancouver,Canada
Birmingham,United_Kingdom
Blackpool,United_Kingdom
Bournemouth,United_Kingdom
Brighton,United_Kingdom
Bristol,United_Kingdom
Cardiff,United_Kingdom
Coventry,United_Kingdom
Derby,United_Kingdom
Edinburgh,United_Kingdom
Glasgow,United_Kingdom
Hull,United_Kingdom
Leeds,United_Kingdom
Leicester,United_Kingdom
Liverpool,United_Kingdom
Manchester,United_Kingdom
Middlesbrough,United_Kingdom
Newcastle,United_Kingdom
Nottingham,United_Kingdom
Plymouth,United_Kingdom
Portsmouth,United_Kingdom
Preston,United_Kingdom
Sheffield,United_Kingdom
Stoke-on-Trent,United_Kingdom
Swansea,United_Kingdom
London,United_Kingdom
Belfast,United_Kingdom
Santo_Domingo,Dominican_Republic
Guatemala_City,Guatemala
Acapulco,Mexico
Aguascalientes,Mexico
Chihuahua,Mexico
Mexico_City,Mexico
Ciudad_Juarez,Mexico
Nezahualcóyotl,Mexico
Culiacán,Mexico
Ecatepec_de_Morelos,Mexico
Guadalajara,Mexico
Hermosillo,Mexico
León,Mexico
Mérida,Mexico
Mexicali,Mexico
Monterrey,Mexico
Morelia,Mexico
Naucalpan_de_Juárez,Mexico
Puebla,Mexico
Querétaro,Mexico
Saltillo,Mexico
San_Luis_Potosí,Mexico
Tijuana,Mexico
Toluca,Mexico
Zapopan,Mexico
Mendoza,Argentina
Santiago,Chile
Concepcion,Chile
Valparaiso,Chile
Bogotá,Colombia
Cali,Colombia
Medellín,Colombia
Barranquilla,Colombia
Quito,Ecuador
Guayaquil,Ecuador
Caracas,Venezuela
Maracaibo,Venezuela
Maracay,Venezuela
Valencia,Venezuela
Barcelona,Venezuela
Ciudad_Guayana,Venezuela
Turmero,Venezuela
Lima,Peru
Brasília,Brazil
Belém,Brazil
Belo_Horizonte,Brazil
Curitiba,Brazil
Porto_Alegre,Brazil
Recife,Brazil
Rio_de_Janeiro,Brazil
Salvador,Brazil
São_Paulo,Brazil
Campinas,Brazil
Fortaleza,Brazil
Goiânia,Brazil
Manaus,Brazil
São_Luís,Brazil
Guarulhos,Brazil
Córdoba,Argentina
Rosario,Argentina
Barquisimeto,Venezuela
Maturín,Venezuela
Buenos_Aires,Argentina
Gdańsk,Poland
Kraków,Poland
Lodz,Poland
Poznań,Poland
Warsaw,Poland
Wroclaw,Poland
Cork,Ireland
Dublin,Ireland
Galway,Ireland
Bordeaux,France
Lille,France
Lyon,France
Marseille,France
Montpellier,France
Nantes,France
Paris,France
Rennes,France
Strasbourg,France
Toulouse,France
Berlin,Germany
Bremen,Germany
Dortmund,Germany
Dresden,Germany
Dusseldorf,Germany
Essen,Germany
Frankfurt,Germany
Hamburg,Germany
Cologne,Germany
Leipzig,Germany
Munich,Germany
Stuttgart,Germany
Bologna,Italy
Genoa,Italy
Milan,Italy
Naples,Italy
Palermo,Italy
Rome,Italy
Turin,Italy
Den_Haag,Netherlands
Amsterdam,Netherlands
Rotterdam,Netherlands
Utrecht,Netherlands
Barcelona,Spain
Bilbao,Spain
Las_Palmas,Spain
Madrid,Spain
Malaga,Spain
Murcia,Spain
Palma,Spain
Seville,Spain
Valencia,Spain
Zaragoza,Spain
Bergen,Norway
Oslo,Norway
Gothenburg,Sweden
Stockholm,Sweden
Dnipropetrovsk,Ukraine
Donetsk,Ukraine
Kharkiv,Ukraine
Kyiv,Ukraine
Lviv,Ukraine
Odesa,Ukraine
Zaporozhye,Ukraine
Athens,Greece
Thessaloniki,Greece
Bekasi,Indonesia
Depok,Indonesia
Pekanbaru,Indonesia
Surabaya,Indonesia
Makassar,Indonesia
Bandung,Indonesia
Jakarta,Indonesia
Medan,Indonesia
Palembang,Indonesia
Semarang,Indonesia
Tangerang,Indonesia
Singapore,Singapore
Perth,Australia
Adelaide,Australia
Brisbane,Australia
Canberra,Australia
Darwin,Australia
Melbourne,Australia
Sydney,Australia
Kitakyushu,Japan
Saitama,Japan
Chiba,Japan
Fukuoka,Japan
Hamamatsu,Japan
Hiroshima,Japan
Kawasaki,Japan
Kobe,Japan
Kumamoto,Japan
Nagoya,Japan
Niigata,Japan
Sagamihara,Japan
Sapporo,Japan
Sendai,Japan
Takamatsu,Japan
Tokyo,Japan
Yokohama,Japan
Goyang,Korea
Yongin,Korea
Ansan,Korea
Bucheon,Korea
Busan,Korea
Changwon,Korea
Daegu,Korea
Gwangju,Korea
Incheon,Korea
Seongnam,Korea
Suwon,Korea
Ulsan,Korea
Seoul,Korea
Kajang,Malaysia
Ipoh,Malaysia
Johor_Bahru,Malaysia
Klang,Malaysia
Kuala_Lumpur,Malaysia
Calocan,Philippines
Makati,Philippines
Pasig,Philippines
Taguig,Philippines
Antipolo,Philippines
Cagayan_de_Oro,Philippines
Cebu_City,Philippines
Davao_City,Philippines
Manila,Philippines
Quezon_City,Philippines
Zamboanga_City,Philippines
Benin_City,Nigeria
Ibadan,Nigeria
Kaduna,Nigeria
Kano,Nigeria
Lagos,Nigeria
Port_Harcourt,Nigeria
Mombasa,Kenya
Nairobi,Kenya
Durban,South_Africa
Johannesburg,South_Africa
Port_Elizabeth,South_Africa
Pretoria,South_Africa
Soweto,South_Africa
Cape_Town,South_Africa
Sharjah,United_Arab_Emirates
Abu_Dhabi,United_Arab_Emirates
Dubai,United_Arab_Emirates
Chelyabinsk,Russia
Khabarovsk,Russia
Krasnodar,Russia
Krasnoyarsk,Russia
Samara,Russia
Voronezh,Russia
Yekaterinburg,Russia
Irkutsk,Russia
Kazan,Russia
Moscow,Russia
Nizhny_Novgorod,Russia
Novosibirsk,Russia
Omsk,Russia
Perm,Russia
Rostov-on-Don,Russia
Saint_Petersburg,Russia
Ufa,Russia
Vladivostok,Russia
Volgograd,Russia
Karachi,Pakistan
Lahore,Pakistan
Multan,Pakistan
Rawalpindi,Pakistan
Faisalabad,Pakistan
Nagpur,India
Lucknow,India
Kanpur,India
Patna,India
Ranchi,India
Kolkata,India
Srinagar,India
Amritsar,India
Jaipur,India
Ahmedabad,India
Rajkot,India
Surat,India
Bhopal,India
Indore,India
Thane,India
Mumbai,India
Pune,India
Hyderabad,India
Bangalore,India
Chennai,India
Mersin,Turkey
Adana,Turkey
Ankara,Turkey
Antalya,Turkey
Bursa,Turkey
Diyarbakır,Turkey
Eskişehir,Turkey
Gaziantep,Turkey
Istanbul,Turkey
Izmir,Turkey
Kayseri,Turkey
Konya,Turkey
Okinawa,Japan
Daejeon,Korea
Auckland,New_Zealand
Albuquerque,United_States
Atlanta,United_States
Austin,United_States
Baltimore,United_States
Baton_Rouge,United_States
Birmingham,United_States
Boston,United_States
Charlotte,United_States
Chicago,United_States
Cincinnati,United_States
Cleveland,United_States
Colorado_Springs,United_States
Columbus,United_States
Dallas-Ft._Worth,United_States
Denver,United_States
Detroit,United_States
El_Paso,United_States
Fresno,United_States
Greensboro,United_States
Harrisburg,United_States
Honolulu,United_States
Houston,United_States
Indianapolis,United_States
Jackson,United_States
Jacksonville,United_States
Kansas_City,United_States
Las_Vegas,United_States
Long_Beach,United_States
Los_Angeles,United_States
Louisville,United_States
Memphis,United_States
Mesa,United_States
Miami,United_States
Milwaukee,United_States
Minneapolis,United_States
Nashville,United_States
New_Haven,United_States
New_Orleans,United_States
New_York,United_States
Norfolk,United_States
Oklahoma_City,United_States
Omaha,United_States
Orlando,United_States
Philadelphia,United_States
Phoenix,United_States
Pittsburgh,United_States
Portland,United_States
Providence,United_States
Raleigh,United_States
Richmond,United_States
Sacramento,United_States
St._Louis,United_States
Salt_Lake_City,United_States
San_Antonio,United_States
San_Diego,United_States
San_Francisco,United_States
San_Jose,United_States
Seattle,United_States
Tallahassee,United_States
Tampa,United_States
Tucson,United_States
Virginia_Beach,United_States
Washington,United_States
Osaka,Japan
Kyoto,Japan
Delhi,India
United_Arab_Emirates,United_Arab_Emirates
Argentina,Argentina
Australia,Australia
Belgium,Belgium
Brazil,Brazil
Canada,Canada
Chile,Chile
Colombia,Colombia
Dominican_Republic,Dominican_Republic
Ecuador,Ecuador
Ireland,Ireland
France,France
Germany,Germany
Greece,Greece
Guatemala,Guatemala
Indonesia,Indonesia
India,India
Italy,Italy
Japan,Japan
Kenya,Kenya
Korea,Korea
Mexico,Mexico
Malaysia,Malaysia
Nigeria,Nigeria
Netherlands,Netherlands
Norway,Norway
New_Zealand,New_Zealand
Peru,Peru
Pakistan,Pakistan
Poland,Poland
Portugal,Portugal
Philippines,Philippines
Russia,Russia
South_Africa,South_Africa
Singapore,Singapore
Spain,Spain
Sweden,Sweden
Turkey,Turkey
United_Kingdom,United_Kingdom
Ukraine,Ukraine
United_States,United_States
Venezuela,Venezuela
Petaling,Malaysia
Hulu_Langat,Malaysia
Okayama,Japan