Change in Approach
Reviewing previous codes tells that if the source of the news(URL) is from particular sites, that is URL contains source of some particular sites, like newsthump.com, ABCNews.com, the onion.com, etc., then the news is considered fake, the approach should be updated with using ML, and NLP on the news sentence, alongside keeping these techniques, and raising different alarms for different criterion used to classify as fake news.