An attempt at cleaning and making sense of viewer's sentiment via YouTube comments on Game of Thrones-Final Season
YouTube Data API, Text Mining, Data Cleaning, Linguistic Features, Natural Language Processing, Bag of Words
Task definition & Key Challenges: An attempt at cleaning and making sense of viewer's sentiment via YouTube comments on Game of Thrones-Final Season
Execution: Extraction of YouTube comments from YouTube Data API, pre-processing text data using stopword removal, Contractions, Bag of Words & analysis using VADER Sentiment and Textblob
Outcome: Analytical comparison of polarities from VADER Sentiment and Textblob