📰 Python Google News scraper for headlines, summaries & sources. Media monitoring, trend analysis with proxy rotation & automated CSV export.
Matrix-based News Aggregation to Explore Media Bias
A Dashboard which can be utilised by the Financial Analysts to analyse the market trends and news.
An auto-refreshing dataset of major news domains and their X (formerly Twitter) accounts, complete with real-time stats like follower counts and engagement metrics. Made for tracking media trends and analytics at scale.
Fake News Detection system using NLP techniques and TF-IDF vectorization to classify news articles as real or fake. Trained with Logistic Regression and SVM on the Fake and Real News Dataset, with preprocessing, evaluation metrics, and word cloud visualizations.
A fully automated data pipeline that ingests financial news from Finnhub API, stores it in MongoDB Atlas, performs sentiment analysis, and loads results into PostgreSQL — orchestrated using Apache Airflow.
Smart Article Summarizer is a lightweight AI-powered web app that extracts and summarizes the content of any article from the internet. It uses newspaper3k for article parsing and a Large Language Model (LLM) via LangChain and OpenAI to generate concise summaries in natural language.
This project documents the development of a Python-based Forex trading algorithm that integrates technical indicators and news analytics to automate trading strategies on MetaTrader 5.
Python notebook-driven workflow that fetches and processes news headlines for publicly traded companies, applies NLP and sentiment analysis to each headline, and then aligns those sentiment scores with historic stock-price data to explore whether positive or negative media coverage correlates with market movements.
Tool for detecting bias towards entity/people in the news and highlight that to the reader in the form an attractive visualization
RESTful News Analytics Platform
A sophisticated, client-side RSS feed aggregator and AI-powered summarization tool that translates news articles into Arabic and generates comprehensive summaries using advanced language models. Built with privacy and security as core principles, this application runs entirely in your browser without requiring any backend infrastructure.
Inspired by *Managing real-time risks and returns: The Thomson Reuters NewsScope Event Indices*
ProMedia Insight Hub is an AI-powered media analytics dashboard for managing, analyzing, and extracting strategic insights from news data in a modern and efficient way.
🌀 Recursive Currents is a data-driven exploration of global news, clustering 50,000+ articles by shared named entities (people, places, organizations). It reveals how world narratives connect—across borders, topics, and timelines—through the names that keep appearing together. Built with Python, scikit-learn, and Plotly.
End-to-end NLP project with news scraping from major Colombian outlets. Includes preprocessing, topic classification (MLP, SVM, RF), sentiment analysis with BETO, and NER. Features interactive visualizations to explore trends, emotions, and key actors in Colombian media.
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