Twitter NLP & Cryptocurrency Recommender
Nicholas Nguyen
Data Scientist
Data Analyst
Data Engineer
Python
X
Twitter scraper in which tweets are scraped, analyzed via Natural Language Processing, assigned numeric values, and connected to coins (CASH TAGS). Coins are then taken for sentiment analysis and chosen from there.
Utilized Tweepy, CoinGecko, and SNScrape API to scrape data
Conducted heavy data engineering and cleaning to identify coins and translate tweets within given tweets
Applied sentiment analysis (NLP) algorithms to quantify emotional tones behind tweets
Deployed Tableau dashboard and created charts in
