Web Data Scraping
GitHubScraped data from multiple websites using BeautifulSoup and Scrapy; performed cleaning and preprocessing for analysis.
Scraped data from multiple websites using BeautifulSoup and Scrapy; performed cleaning and preprocessing for analysis.
Analyzed a DVD rental database to uncover viewing patterns, payment behavior, and store performance; presented insights with visualization.
Built an interactive Python program to analyze bike share usage across Chicago, NYC, and Washington; improved via refactoring and version control.
Interactive dashboards and visual analytics showcasing business insights, customer behavior, and data trends.
Explore the full list of projects, details, and outcomes on my LinkedIn profile.