Ningze123/cis5190-news-source-headlines

Fox News vs NBC News Headlines Dataset collected for the CIS 4190 / 5190 Applied Machine Learning final project (Spring 2026, Project B: News Source Classification). Summary Task: Binary text classification — predict the source (FoxNews vs NBC) of an English news headline. Rows: ~3,805 unique headlines (after deduplication 3,783). Columns: url — original article URL headline — the headline text source — one of FoxNews or NBC Class balance: roughly 53% FoxNews /… See the full description on the dataset page: https://huggingface.co/datasets/Ningze123/cis5190-news-source-headlines.