CekatAI Sentiment

Advanced sentiment analysis dashboard utilizing Logistic Regression & TF-IDF to accurately map public opinion.

Overview

CekatAI is an AI-powered sentiment analysis platform leveraging Natural Language Processing (NLP). Using a Logistic Regression model and TF-IDF feature extraction, this system classifies public opinions from social media with high accuracy. Data visualization provides instant insights into positive, negative, and neutral sentiment trends.

Key Features

  • Sentiment Analysis Engine
  • TF-IDF Feature Extraction
  • Interactive Data Visualization
  • Social Media Scraper Integration
  • Real-time Processing

Technologies Used

Python
Python
React JS
React JS
Flask
Flask
Hugging Face
Hugging Face