https://chcha.in/tags/express/Recent content in Express on Dev PortfolioHugoen-usThu, 13 Feb 2025 00:00:00 +0000https://chcha.in/projects/sentiment-analysis/Thu, 13 Feb 2025 00:00:00 +0000https://chcha.in/projects/sentiment-analysis/Overview Sentiment-Analysis is a sophisticated hybrid application that bridges Node.js and Python. It uses Node.js/Express for a robust backend API and delegates complex NLP tasks to a Python engine using TextBlob and NLTK. Key Features 🧠 Hybrid Architecture: Seamless integration of Node.js runtime and Python analysis engine 📊 Visual Insights: Generates word clouds and visual data representations ⚡ Real-time Analysis: Instant sentiment classification (Positive, Neutral, Negative) 📁 File Upload: Support for analyzing bulk text data via CSV uploads 🎨 Modern UI: Clean interface built with Vanilla JS and CSS3 variables Tech Stack Technology Purpose Node.