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This video provides an overview of a data cleaning process using the dataset "public drinking water fountains in Ottawa" available from the Ottawa open data portal. The dataset includes 91 records with information on the location, address, name, and opening hours of each fountain. The video shows a chart and map indicating the availability and closing hours of the fountains. To access the complete dataset, viewers are instructed to click on download and choose between shapefile and kml formats. Shapefile is a zip file, while kml is a kml file.