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Socio-cultural and geo analysis of cooperative businesses in Barcelona

Socio-cultural and geo analysis of cooperative businesses in Barcelona
Data from National Institute of Statistics Data from Catalonia's Register ofCooperative Businesses Data cleaning and processing Create URL to retrieve data fromNominatim (OSM) via GET request (https://nominatim.org/release-docs/latest/api/Search/) Extract coordinates and polygons andvisualize data Socio-cultural and geo analysis of cooperative businesses in BarcelonaThis workflow reads in data from the National Institute of Statistics, and Catalonia's Register of Cooperative Businesses, wrangles and pre-processes it to retrieve coordinates and polygonsof municipalities in the Province of Barcelona from Nominatim (OSM), and finally displays the results in a socio-cultural and geo dashboard.Nominatim API (OSM): https://nominatim.org/release-docs/latest/api/Search/ Sex by municipalityEducation level bymunicipalityRecords ofcooperative businessesOn municipalitynameNormalize municipalitynames for URL creationSocio-culturaland geo dashboard CSV Reader CSV Reader CSV Reader Joiner GET Request Normalize for URL Extract Coordinates& Polygons Visualization Aggregate &clean data Aggregate &clean data Data from National Institute of Statistics Data from Catalonia's Register ofCooperative Businesses Data cleaning and processing Create URL to retrieve data fromNominatim (OSM) via GET request (https://nominatim.org/release-docs/latest/api/Search/) Extract coordinates and polygons andvisualize data Socio-cultural and geo analysis of cooperative businesses in BarcelonaThis workflow reads in data from the National Institute of Statistics, and Catalonia's Register of Cooperative Businesses, wrangles and pre-processes it to retrieve coordinates and polygonsof municipalities in the Province of Barcelona from Nominatim (OSM), and finally displays the results in a socio-cultural and geo dashboard.Nominatim API (OSM): https://nominatim.org/release-docs/latest/api/Search/ Sex by municipalityEducation level bymunicipalityRecords ofcooperative businessesOn municipalitynameNormalize municipalitynames for URL creationSocio-culturaland geo dashboard CSV Reader CSV Reader CSV Reader Joiner GET Request Normalize for URL Extract Coordinates& Polygons Visualization Aggregate &clean data Aggregate &clean data

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