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Jun 1, 2020
Automatic Reddit Web Scraping and Sentiment Analysis
Pipeline for collecting Reddit content in real time and applying NLP-based sentiment modeling for domain-specific insights.
Built an automated scrape-to-database-to-model pipeline for continuous sentiment analysis.
PythonSeleniumBeautifulSoupSQLNLP
Overview
Developed an automated pipeline to ingest posts/comments and analyze sentiment around data science job discussions.
Focus
- Real-time data capture and cleaning pipeline
- SQL-backed storage for reusable downstream analysis
- NLP model development for sentiment classification