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COVID-19-News-NLP

COVID-19 has impacted every field in our life. By analyzing the news text with textual analysis and machine learning techniques, one can figure out the underlying trend in the news as well as comparing the attitude and action done by the different organizations.

Data source: COVID-19 News Articles Open Research Dataset, which comes from CBC news's own search result regarding coronavirus.

Exploratory Analysis

Word Frequency by Month

word frequency by month

Sentiment Analysis

polarity subjectivity