FactNews is the first dataset to predict sentence-level factuality of news reporting. Furthemore, we provide baseline results for sentence-level factuality and media bias predicition in Portuguese. The FactNews is composed of 6,191 annotated sentences by factuality and media bias definitions by AllSides.

CRED-1: An Open Multi-Signal Domain Credibility Dataset (2,672 domains)

Predicts credibility score for news articles using machine learning models trained on fake-news datasets and live RSS news feeds. The system performs automated data ingestion, feature engineering, prediction, monitoring, and experiment tracking using Airflow, MLflow, and Evidently. FastAPI and Streamlit services are deployed on Google Cloud Run, w