Final project (individual) for "Text Analytics and Natural Language Processing", a curricular course attended throughout the fall semester of my second master's degree in Business Analytics at Hult International Business School. Given WallStreetBets historical data, the objective of the present analysis is to identify any post linked to GameStop to properly investigate any early indication or signal of GameStop's ground advance, early symptom of an imminent move towards the short squeeze. This project helped me to improve my skills in the following areas:
- Text mining
- String Manipulation
- Corpus Definition
- Term Frequency Analysis
- Term Association Analysis
- Word Clouds Creation
- Polarization and Sentiment Analysis