WikiHow Scrape
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Scraped article titles and captions for upskilling in structured data extraction.
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Scraped article titles and captions for upskilling in structured data extraction.
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Emoji Translator is a web app that converts English sentences into emoji sequences. Built with a Python backend using Beautiful Soup to scrape and structure emoji definitions from Unicode data sources into a searchable CSV dataset, paired with a JavaScript frontend that maps words and phrases to their closest emoji match in real time. The translator handles synonyms, common slang, and multi-word expressions to produce surprisingly accurate emoji translations. Originally built as a fun experiment in web scraping and natural language matching, it demonstrates practical use of data extraction pipelines feeding into an interactive UI.
Freelancer Scrape is a Python web scraper that extracts job listing data from Freelancer.com using Beautiful Soup for HTML parsing. The script collects structured fields including job title, description, required skills, budget range, bid count, and posting date, then exports everything to a clean CSV file for analysis. Built to explore the freelance job market and identify trending skills and pricing patterns across categories like web development, data science, and design. This project was a hands-on exercise in structured data extraction, handling pagination, and cleaning messy real-world HTML into usable datasets.
Can you beat the AI, or will it guess your thoughts? A UI consisting of yes/no buttons. You think of any thing and the AI will attempt the narrow down the answer in 20 questions.