Feel free to visit FinViz website for fundamental ratios, technical indicators to news headlines and insider training data, it is a perfect stock screener. Furthermore, it has updated information on the performance of each sector, industry and any major stock index. Loaded the saved HTML files by identifying the folder path and directing BeautifulSoup to ‘read’ the table of headlines Parsed the scraped text into data and time, and Organized the data for Visualization and Analysis Implemented NLTK VADER for Sentiment Analysis, and Customized the Sentiment Scoring System Merged Sentiment scores and Headlines Data, and removed the duplicates to visualize the results Performed and Visualized the Sentiment on one single trading day for Facebook Stock Tesla: Facebook: Link to GitHub Repository

Scraped twitter tweets using Twitter Scraper Successfully applied VADER sentimental analysis tool to get peoples sentiments Applied Langdetect to extract English (‘en’) language tweets Compared Avengers: Endgame 2019 movie sentiments to previous year Avengers: Infinity war movie Link to GitHub Repository