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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01ASethi04 /cis5190-fox-nbc-headlines License Code and metadata under MIT. Headlines retain their original copyrights. texttext-classification10K<n<100K0 likes48 downloads5mo agoHugging Face02PudgySquirrel /cis5190-news-headlinestext10K<n<100K0 likes34 downloads5mo agoHugging Face03DanielW0527 /cis5190_team52_news_collected_datatext1K<n<10K0 likes18 downloads9mo agoHugging Face04Ningze123 /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 / 47%… See the full description on the dataset page: https://huggingface.co/datasets/Ningze123/cis5190-news-source-headlines.texttext-classification1K<n<10K0 likes17 downloads5mo agoHugging Face05CIS5190ml /Datasettabular10K<n<100K0 likes8 downloads2y agoHugging Face06Maxwell938 /CIS5190ProjectDataset for Group 58's 5190 Final Project :D text10K<n<100K0 likes7 downloads5mo agoHugging Face07CIS5190ml /test_20_rowstabularn<1K0 likes5 downloads2y agoHugging Face08CIS5190Project /testdatatabularn<1K0 likes5 downloads2y agoHugging Face09CIS5190kr /News_Resource_Classificationtabular10K<n<100K0 likes4 downloads2y agoHugging Face10CIS5190abcd /headlines_testtextn<1K0 likes4 downloads2y agoHugging Face11CIS5190ml /NewDatatext1K<n<10K0 likes4 downloads2y agoHugging Face12CIS5190Project /adjustedtabular1K<n<10K0 likes3 downloads2y agoHugging Face13CIS5190abcd /headlines_traintext1K<n<10K0 likes3 downloads2y agoHugging Face14CIS-5190-Project /dataset_updatedtabular1K<n<10K0 likes3 downloads2y agoHugging Face15CIS5190Project /finalcleanedtabular1K<n<10K0 likes2 downloads2y agoHugging Face16CIS5190ml /NewData2tabular1K<n<10K0 likes2 downloads2y agoHugging Face17katieseas /cis5190_news_headlinestext10K<n<100K0 likes2 downloads9mo agoHugging Face18SGavin /CIS5190_NewsSourcetext1K<n<10K0 likes2 downloads6mo agoHugging Face19shafaam09 /cis_5190_team_newsdatatext1K<n<10K0 likes2 downloads5mo agoHugging Face20lihinir2 /CIS_5190_Final_Project_B_gatedThis dataset is the result of our initial scraping and the data most of our models trained on. Once the dataset url_with_headlines was released, the remainder of our models were trained on that. text1K<n<10K0 likes2 downloads5mo agoHugging Face21fangxufangxu /cis5190-news-headlines-cleanedtext1K<n<10K0 likes2 downloads5mo agoHugging Face22mheinen08 /CIS5190_Final_project_Group38text1K<n<10K0 likes2 downloads5mo agoHugging Face23cindy12 /CIS_5190_Datasettext1K<n<10K0 likes2 downloads5mo agoHugging Face24iherman10 /cis-5190-news-classifier-expanded-headlines Expanded News Headlines (Fox vs NBC) A dataset of recent U.S. news headlines from Fox News and NBC News, built for binary news-source classification (Track B of UPenn CIS 5190's final project). Contents ~30k headlines spanning Nov 2025 – Apr 2026 Two columns: url — original article URL headline — the article headline as published How it was built Started from a course-supplied URL list scraped directly from each outlet, then expanded via topic- and… See the full description on the dataset page: https://huggingface.co/datasets/iherman10/cis-5190-news-classifier-expanded-headlines.text10K<n<100K0 likes2 downloads5mo agoHugging Face25dbuck182 /CIS5190Group47tabular1K<n<10K0 likes2 downloads5mo agoHugging Face26yunzhedeng /CIS5190_FinalProject_DatasetThis dataset contains 3127 headlines with label collected from url_data_only.csv from CIS 5190 final project given sample. Each sample includes: 'url': original article URL 'headline': the extracted headline text 'label': article category (e.g., politics, entertainment, lifestyle) text10K<n<100K0 likes1 downloads10mo agoHugging Face27henryho123456 /CIS5190_FInal_Project_Datasettext1K<n<10K0 likes1 downloads10mo agoHugging Face28ChristinaShan /Group_27_CIS5190text1K<n<10K0 likes1 downloads10mo agoHugging Face29mfeinst /cis5190finalprojecttext10K<n<100K0 likes1 downloads10mo agoHugging Face30Cateen /CIS_5190_Dataset_45text100K<n<1M0 likes1 downloads10mo agoHugging Face

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