This will ensure the sample data sets stay consistent with the search topic and increase the accuracy of the prediction.Īfter the research scope is settled, we can now start scraping. I even narrow down the research scope by setting the language as English and Terrain within the United States. The easiest way to find out the attitude is by collecting all tweets containing the word of coronavirus. Scraping Twitterĭon’t get intimidated by the word “Scraping.” If you can browse the web page, you are able to perform web scraping like a pro, even if you are a newbie. I figured it would be more interesting to hear the real public voice and discover the true sentiment regarding the coronavirus. As more reliable sources get amplified, Twitter becomes more supportive than it was during the early stage of the outbreak. Since the blow up of conspiracy theories around coronavirus, social media platforms like Facebook, Twitter, and Instagram have been actively working on scrutinizing and fact-checking to fight against misinformation.
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