INSTASENSE : Sentiment Analysis of Instagram Content
1Shreyas C. Shetty,
Student,
Krutika H. Churi
Assistant Professor
Department of Information Technology S. D. S. M. College, Palghar, Maharashtra, India
Abstract :
INSTASENSE is an intelligent social media analytics application built using Flutter that leverages Instagrapi to perform real-time sentiment and engagenment analysis of Instagram profiles.Unlike conventional analytics tools that focus solely on metrics such as likes or followers, INSTASENSE uses natural language processing (NLP) techniques through VADER Sentiment Analyzer to interpret the emotional tone of captions,comments and posts.It provides a holistic understanding of audience perception by classifying sentiments into positive,neutral and negative categories.Users can input public Instagram handle and INSTASENSE will generate an in-depth analysis report highlighting content performance , emotional insights and engagement insights.Designed for influencers,marketers and analysts, INSTASENSE bridges a gap between social emotion and digital strategy, empowering users to make data-driven content decisions that resonate with their audiences.
Keywords: INSTASENSE, Flutter, Sentiment Analysis, Instagram Analytics, VADER Sentiment Analyzer, Social Media Insights, NLP, Data Visualization.
