A Natural Language Processing Project: Analysing Viewers' Perceptions about a TV Show

Tools Used: Python and Tableau

PROJECT OVERVIEW

In this project, I used various Natural Language Processing (NLP) techniques to carry out an analysis of tweets about the second season of "The Real Housewives of Lagos", a reality TV series shot in Lagos, Nigeria. First, I used a relatively new Python library at the time, Twscrape, to access X (formerly Twitter) API to mine the tweets. I mined tweets about the show that were created between 29th September, 2023 and 19th December, 2023. After retrieving the tweets, I performed data cleaning, text processing and sentiment analysis to obtain viewers' perceptions about the show. I documented the entire process in an article published in the Medium publication, Level Up Coding. Please read the article here. 

The Jupyter Notebook containing all the python code I wrote to carry out this analysis can be found here. See the abridged version below in PDF.