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2026·Full Stack Developer & Product Owner

VideoAnalytics Platform

Analytics and sentiment analysis for YouTube videos/shorts and Instagram reels/posts (In Development)

Overview

VideoAnalytics Platform is an in-development analytics tool designed to provide content creators with deep insights into their video and social media performance. Currently in active development, the platform aims to simplify multi-platform analytics across YouTube and Instagram.

The platform enables creators to paste video or post URLs for instant analysis, providing comprehensive metrics including total views, likes, comments, and engagement rates. It leverages advanced NLP and sentiment analysis to categorize audience sentiment as positive, neutral, or negative, helping creators understand audience perception.

Key features in development include automated extraction of top keywords and hashtags from content, audience demographic analysis, engagement overview visualizations, and intelligent top comments extraction with individual sentiment scoring. The goal is to provide actionable insights that help creators optimize their content strategy across platforms.

Key Highlights

  • Unified analytics dashboard for YouTube and Instagram content
  • Real-time sentiment analysis on video/post comments
  • Comprehensive engagement metrics and audience insights
  • Demographic breakdowns by age and gender
  • Automated keyword and hashtag extraction
  • Top comments analysis with sentiment classification
  • Support for YouTube videos, shorts, and Instagram reels/posts

Tech Stack

Next.jsTypeScriptPythonNLPSentiment AnalysisYouTube APIInstagram APIReactTailwind CSS