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The purpose of the project is to replicate the work process used for the case study in the research paper "Prediction of air quality in Jakarta during the COVID-19 outbreak using long short-term memory machine learning" by Wihayati and F W Wibowo 2021 IOP Conf. Ser.: Earth Environ. Sci. 704 012046.