In this video, I would like to present the result of my social media analysis on Twitter to look at the perspective behind the hashtag #nopalmoil. This Text Mining based on people Tweet-ing can help us to give information and short out topics related to the nopalmoil hashtag, moreover, further analysis is needed to make a correlation and try to explain this perspective. At least, these web scrapping tools are helpful for us in the preliminary stages to identify the topic or narratives that we would like to research further.