Repository 'cities-brazil'

Repository containing list of Brazilian cities:

• Containing script file (.py) and file (.csv) generated by the .py file
• List of column names contained in the CSV file:
  • ID_IBGE
  • Region
  • UF
  • State
  • Microregion
  • Mesoregion
  • City
  • Latitude
  • Longitude
  • Population

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Extraction bases

• API: servicodados.ibge.gov.br
• XLS: ftp.ibge.gov.br

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Modules used

• Module list:
  • httpx
  • asyncio
  • numpy
  • pandas
  • pandas > json_normalize
  • geopy.geocoders > Nominatim
  • geopy.extra.rate_limiter > RateLimiter
  • tqdm > tqdm
  • time

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create by @eduhardocesar