CovidPrediction

Crawler + Prediction of Covid Cured, Fatal and Infected Cases for Macedonia

Phase1

• Crawler on vlada.mk that crawls the posts of the news and extracts Covid posts and then parses the needed numbers.
• There are days without posts about Corona so I deal with that in Phase 2

Phase2

• Preprocessing - fill in missing dates and fill missing data.
• Visualization
• Models for predicting Infected, Fatal and Cured cases
• Model comparison ARIMA vs Facebook Prophet
• Failed Models

HTML folder - extracted notebooks of relevant models

Technologies

• Beautiful Soup web scrapping https://www.crummy.com/software/BeautifulSoup/bs4/doc/
• ARIMA https://pypi.org/project/pmdarima/
• Facebook Prophet https://facebook.github.io/prophet/