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[Music] ever wondered who is leading the debate on social media who is that one person that everybody mentions and that keeps coming up on our feed today we will learn how to construct a network of mentions and find the most popular account in the bunch we will use the twitter widget to retrieve 500 tweets in english with the hashtag machine learning this will output a subset of the debate on machine learning with all the hashtags add mentions text and so on a quick look in a corpus viewer gives us an idea of what the corpus is about great now we are ready for some pre-processing our aim is to retrieve only app mentions first i will remove everything i don't need lowercase transform and filtering for example secondly i will select the tweet tokenizer since we're dealing with tweets this will keep the add mentions as they are finally i will add a regular expression in the filtering section which will keep only words that start with at the expression can be copy pasted from the descript...