Ningze123/cis5190-news-source-deberta-v3
Text Classification • 0.2B • Updated • 1
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https://www.foxnews.com/lifestyle/jack-carrs-eisenhower-d-days-memo-noble-undertaking | Jack Carr recalls Gen. Eisenhower's D-Day memo about 'great and noble undertaking' | FoxNews |
https://www.foxnews.com/entertainment/bruce-willis-demi-moore-avoided-doing-one-thing-while-co-parenting-daughter-says | Bruce Willis, Demi Moore avoided doing one thing while co-parenting, daughter says | FoxNews |
https://www.foxnews.com/politics/blinken-meets-with-qatars-prime-minister.print | Blinken meets Qatar PM, says Israeli actions are not 'retaliation,' but 'defending the lives of its people' | FoxNews |
https://www.foxnews.com/entertainment/emily-blunt-says-toes-curl-when-people-their-kids-want-act-want-say-dont-do-it | Emily Blunt says her ‘toes curl’ when people tell her their kids want to act: 'I want to say, don’t do it!' | FoxNews |
https://www.foxnews.com/media/the-view-co-host-cnn-commentator-ana-navarro-host-night-2-democratic-national-convention | 'The View' co-host, CNN commentator Ana Navarro to host night 2 of Democratic National Convention | FoxNews |
https://www.foxnews.com/politics/striking-boeing-workers-boo-after-democrat-sen-maria-cantwell-criticizes-trump.print | Striking Boeing workers boo after Democratic Sen. Maria Cantwell criticizes Trump | FoxNews |
https://www.foxnews.com/politics/white-house-grilled-harris-gun-ownership-mandatory-gun-buybacks.print | White House grilled on Harris' gun ownership, mandatory gun buybacks | FoxNews |
https://www.foxnews.com/media/tom-cotton-turns-tables-cnns-dana-bash-guns-brings-up-harris-past-remarks-school-shootings | Tom Cotton turns tables on CNN's Dana Bash on guns, brings up Harris' past remarks on school shootings | FoxNews |
https://www.foxnews.com/politics/kamala-rides-tsunami-positive-press-skeptics-see-risky-choice | Kamala rides tsunami of positive press, but skeptics see a risky choice | FoxNews |
https://www.foxnews.com/politics/harris-running-mate-faces-renewed-scrutiny-weird-socialism-comparison-resurfaces | Harris' running mate faces renewed scrutiny after his 'weird' socialism comparison resurfaces | FoxNews |
https://www.foxnews.com/world/israeli-american-reservist-killed-hezbollah-missile-israel-idf-says | Israeli-American reservist killed by Hezbollah missile in Israel, IDF says | FoxNews |
https://www.foxnews.com/us/david-mccullough-american-historian-presidential-medal-freedom-recipient-dies | David McCullough, American historian and Presidential Medal of Freedom recipient, dies at 89 | FoxNews |
https://www.foxnews.com/politics/lorie-smith-web-designer-free-speech | Web designer who refuses to create sites for same-sex weddings says Colorado law violates free speech rights | FoxNews |
https://www.foxnews.com/entertainment/simon-cowell-reveals-son-changed-judging-style-empathy | Simon Cowell reveals how his son changed his judging style: ‘I have much more empathy’ | FoxNews |
https://www.foxnews.com/lifestyle/walking-dead-syndrome-rare-conditions-baffle-doctors-researchers | Rare Disease Day: Walking Dead Syndrome and other rare conditions baffle doctors and researchers | FoxNews |
https://www.foxnews.com/media/cnn-calls-out-harris-using-trumps-border-wall-campaign-ad-after-condemning-years | CNN calls out Harris for using Trump's border wall in campaign ad after condemning it for years | FoxNews |
https://www.foxnews.com/entertainment/taylor-swift-steals-nyc-spotlight-dinner-blake-lively-sophie-turner-brittany-mahomes | Taylor Swift steals NYC spotlight during dinner with Blake Lively, Sophie Turner and Brittany Mahomes | FoxNews |
https://www.foxnews.com/health/ozempic-happy-drug-study-suggests-weight-loss-medications-reduce-depression-anxiety | Ozempic, the happy drug? Study suggests weight-loss medications could reduce depression, anxiety | FoxNews |
https://www.foxnews.com/food-drink/pennsylvania-family-sickened-after-eating-toxic-mushrooms-expected-recover.print | Pennsylvania family sickened after eating toxic mushrooms expected to recover | FoxNews |
https://www.foxnews.com/health/family-selling-dream-home-fund-life-saving-treatment-daughter.print | Family selling dream home to fund life-saving treatment for 5-year-old daughter | FoxNews |
https://www.foxnews.com/world/israel-strikes-hamas-gaza-surprise-attack-exchanges-fire-hezbollah | Israel declares war after Hamas surprise attack, launches retaliatory airstrikes in Gaza | FoxNews |
https://www.foxnews.com/entertainment/taylor-swift-travis-kelce-get-support-from-family-after-surprise-eras-tour-stage-appearance | Taylor Swift, Travis Kelce get support from family after surprise 'Eras Tour' stage appearance | FoxNews |
https://www.foxnews.com/entertainment/jim-morrison-the-doors-memoir-robby-krieger | The Doors' Jim Morrison had ‘a fascination with death’ before passing away at 27, bandmate Robby Krieger says | FoxNews |
https://www.foxnews.com/politics/walz-repeats-georgia-abortion-death-falsehood-decried-doctors-fearmongering | Walz repeats Georgia abortion death falsehood decried by doctors as 'fearmongering' | FoxNews |
https://www.foxnews.com/politics/harris-campaign-wont-give-details-type-gun-she-owns-last-time-she-went-range | Harris campaign won't give details on type of gun she owns, last time she went to range | FoxNews |
https://www.foxnews.com/us/utah-mom-kept-missing-daughter-hidden-cult-compound-months-help-from-adult-sons-prosecutors | Utah mom kept missing daughter, 5, hidden in cult 'compound' for months with help from adult sons: prosecutors | FoxNews |
https://www.foxnews.com/media/kamala-harris-far-left-record-dismissed-accusations-attacks-from-trump-gop-shes-moderate | Kamala Harris' far-left record dismissed as 'accusations,' attacks from Trump and GOP: 'She's moderate' | FoxNews |
https://www.foxnews.com/world/israel-defense-forces-confirm-targeted-strike-beirut | Israel Defense Forces confirm 'targeted strike' on Beirut | FoxNews |
https://www.foxnews.com/world/pope-emeritus-benedict-xvi-dead-95-vatican-says | Pope Emeritus Benedict XVI dead at 95, Vatican says | FoxNews |
https://www.foxnews.com/politics/sheldon-whitehouse-doesnt-denounce-all-white-beach-club-his-family-belongs-to | Sheldon Whitehouse doesn't denounce super-exclusive beach club his family belongs to | FoxNews |
https://www.foxnews.com/sports/san-jose-state-womens-volleyballs-trans-player-raises-eyebrows-brutal-spike-vs-new-mexico.print | San Jose State women's volleyball's trans player raises eyebrows with brutal spike vs New Mexico | FoxNews |
https://www.foxnews.com/entertainment/star-wars-actress-carrie-fisher-honored-star-hollywood-walk-of-fame-amid-family-drama | 'Star Wars' actress Carrie Fisher honored with star on Hollywood Walk of Fame amid family drama | FoxNews |
https://www.foxnews.com/politics/aoc-fires-back-fetterman-accuses-him-bleak-dunk-attempt | AOC fires back at Fetterman, accuses him of 'bleak dunk attempt' | FoxNews |
https://www.foxnews.com/media/harris-calls-americans-move-past-failed-policies-november-draws-mockery.print | Harris calls for Americans to 'move past the failed policies' in November, draws mockery | FoxNews |
https://www.foxnews.com/entertainment/jake-e-lee-guitarist-ozzy-osbourne-broke-rib-damaged-lung-shot-3-times.print | Jake E Lee, former guitarist for Ozzy Osbourne, ‘broke a rib and damaged a lung’ after being shot at 3 times | FoxNews |
https://www.foxnews.com/sports/nevada-womens-volleyball-captain-slams-trans-athletes-her-sport-team-decides-against-players-refusal.print | Nevada women's volleyball captain slams trans athletes in her sport as team decides against players’ refusal | FoxNews |
https://www.foxnews.com/media/jd-vance-calls-out-deranged-mindset-we-need-illegal-immigrants-build-houses | JD Vance calls out 'deranged' mindset that we need illegal immigrants to build houses | FoxNews |
https://www.foxnews.com/lifestyle/meet-american-who-created-bubble-gum-walter-diemer-home-kitchen-chemist-outwitted-scientists | Meet the American who created bubble gum, Walter Diemer, home-kitchen chemist outwitted scientists | FoxNews |
https://www.foxnews.com/politics/biden-campaign-sends-all-staff-memo-hoping-calm-post-debate-concerns-report | Biden campaign sends all-staff memo hoping to calm post-debate concerns | FoxNews |
https://www.foxnews.com/politics/trump-harris-toss-up-races-key-swing-states-pennsylvania-georgia-nevada-poll.print | Trump and Harris in toss-up races in key swing states Pennsylvania, Georgia, Nevada: poll | FoxNews |
https://www.foxnews.com/politics/harris-supporters-say-shell-fix-immigration-blame-trump-for-border-crisis-immigration-blame-trump-border-crisis | Harris supporters say she'll fix immigration, blame Trump for border crisis | FoxNews |
https://www.foxnews.com/world/israel-says-conducted-retaliatory-strikes-against-hezbollah-lebanon-struck-hamas-gaza.print | Israel says it conducted retaliatory strikes against Hezbollah in Lebanon, struck Hamas in Gaza | FoxNews |
https://www.foxnews.com/entertainment/harrison-ford-mocks-conan-obrien-star-wars-dis-cant-f-ing-remember | Harrison Ford mocks Conan O’Brien after 'Star Wars' dis: ‘You can't f---ing remember' | FoxNews |
https://www.foxnews.com/lifestyle/franklin-grahams-samaritans-purse-sponsors-21-ambulances-israel-replace-destroyed-hamas | Franklin Graham's Samaritan's Purse sponsors 21 ambulances in Israel to replace those destroyed by Hamas | FoxNews |
https://www.foxnews.com/entertainment/bruce-willis-shares-sweet-embrace-daughter-tallulah-makes-funny-faces-playful-snaps.print | Bruce Willis shares sweet embrace with daughter Tallulah and makes funny faces in playful snaps | FoxNews |
https://www.foxnews.com/politics/secret-service-protocol-changed-amid-presidential-assassination-attempts-through-years | How Secret Service protocol has changed amid presidential assassination attempts through the years | FoxNews |
https://www.foxnews.com/world/hezbollah-hits-israel-deadliest-attack-months-long-conflict-idf-says-raising-fears-escalation.print | Hezbollah hits Israel with deadliest attack in months-long conflict, IDF says, raising fears of escalation | FoxNews |
https://www.foxnews.com/media/fox-nation-debut-american-history-series-kelsey-grammer | Fox Nation to debut new American history series hosted by Kelsey Grammer | FoxNews |
https://www.foxnews.com/politics/trump-calls-liz-cheney-low-iq-war-hawk-after-appearance-support-harris | Trump calls Liz Cheney a 'low IQ war hawk' after appearance in support of Harris | FoxNews |
https://www.foxnews.com/media/trump-hints-he-appear-joe-rogan-podcast-i-think-im-doing-it.print | Trump hints he will appear on Joe Rogan podcast: 'I think I'm doing it' | FoxNews |
https://www.foxnews.com/us/stairwell-b-story-14-survivors-north-tower-9-11 | How Stairwell B became the site of a miracle amidst the tragedy of Sept. 11, 2001 | FoxNews |
https://www.foxnews.com/lifestyle/best-vegetables-for-health-nutritionists | The best vegetables for your health, according to nutritionists | FoxNews |
https://www.foxnews.com/sports/eagles-nick-sirianni-has-heated-spat-fans-after-close-win-vs-browns | Eagles' Nick Sirianni has heated spat with fans after close win vs Browns | FoxNews |
https://www.foxnews.com/lifestyle/americas-unique-thanksgiving-stuffing-preferences-state-by-state | America's 'unique' Thanksgiving stuffing preferences state-by-state | FoxNews |
https://www.foxnews.com/politics/wisconsin-kicks-off-election-season-first-widely-available-absentee-ballots.print | Wisconsin kicks off election season with first widely available absentee ballots | FoxNews |
https://www.foxnews.com/media/kamala-harris-struggling-how-shes-different-biden-the-view-surprises-cnn-panel.print | Kamala Harris struggling to say how she's different than Biden on 'The View' surprises CNN panel | FoxNews |
https://www.foxnews.com/sports/transgender-athlete-defeated-woman-competitor-major-uk-competition-championship-epic-comeback.print | Transgender athlete defeated by woman competitor at major UK competition championship in epic comeback | FoxNews |
https://www.foxnews.com/politics/black-lives-matter-blames-us-praises-cuban-regime-social-media-erupts | Black Lives Matter blames US, praises Cuban regime, social media erupts | FoxNews |
https://www.foxnews.com/politics/how-us-government-dole-out-aid-victims-hurricanes-milton-helene | How US government will dole out aid to victims of Hurricanes Milton, Helene | FoxNews |
https://www.foxnews.com/politics/biden-admin-rushing-industrialize-us-oceans-stop-climate-change-environmental-wrecking-ball | Biden admin is rushing to industrialize US oceans to stop climate change: 'Environmental wrecking ball' | FoxNews |
https://www.foxnews.com/us/honduran-illegal-immigrant-deported-twice-sentenced-texas-burglary-ring | Honduran illegal immigrant deported from US twice, sentenced for leading Texas burglary ring: 'Masterminded' | FoxNews |
https://www.foxnews.com/us/colorado-mayor-speaks-out-after-video-armed-venezuelan-gang-apartment-goes-viral.print | Colorado mayor speaks out after video of armed Venezuelan gang in apartment goes viral: 'Failed policy' | FoxNews |
https://www.foxnews.com/us/remains-of-kansas-priest-who-died-in-korean-war-identified.print | Remains of Kansas Priest Who Died in Korean War Identified | FoxNews |
https://www.foxnews.com/us/anti-israel-yale-protesters-joining-columbia-students-in-tear-down-our-society-ivy-league-movement-law-prof | Anti-Israel Yale protesters joining Columbia students in 'tear down our society' Ivy League movement: Law prof | FoxNews |
https://www.foxnews.com/sports/idaho-gov-praises-boise-states-decision-forfeit-womens-volleyball-match-against-team-trans-player | Idaho gov praises Boise State’s decision to forfeit women’s volleyball match against team with trans player | FoxNews |
https://www.foxnews.com/entertainment/billy-joel-weight-loss-madison-square-garden | Billy Joel unveils 50-pound weight loss at Madison Square Garden following back surgery | FoxNews |
https://www.foxnews.com/food-drink/tequila-more-than-shot-fun-facts-spirit | Tequila is more than just a shot, plus other fun facts about this spirit | FoxNews |
https://www.foxnews.com/lifestyle/americans-need-face-face-civil-discussions-folks-outside-bubble.print | Why Americans need more face-to-face civil discussions 'with folks outside their own bubble' | FoxNews |
https://www.foxnews.com/media/mom-dad-complain-11-year-old-daughter-forced-share-bed-biological-male-school-trip | Christian parents complain after 11-year-old daughter forced to share bed with biological male on school trip | FoxNews |
https://www.foxnews.com/media/slap-face-media-government-downplaying-venezuelan-gangs-says-woman-fled-colorado-apartment | 'Slap in the face': Media, government downplaying Venezuelan gangs, says woman who fled her Colorado apartment | FoxNews |
https://www.foxnews.com/us/seven-deadly-sins-biker-gang-founder-kills-7-people-dog.print | ‘Seven Deadly Sins’ biker gang founder kills seven people and dog | FoxNews |
https://www.foxnews.com/politics/trump-indicted-second-time-election-subversion-case-brought-special-counsel-jack-smith.print | Trump indicted a second time in election subversion case brought by special counsel Jack Smith | FoxNews |
https://www.foxnews.com/sports/san-jose-state-police-battle-womens-volleyball-transgender-culture-war | Inside San Jose State's police battle to protect women's athletes threatened by a transgender culture war | FoxNews |
https://www.foxnews.com/politics/power-rankings-trump-maintains-lead-two-top-issues-ahead-vp-debate | Fox News Power Rankings: Trump maintains lead on 2 top issues ahead of VP debate | FoxNews |
https://www.foxnews.com/entertainment/kate-moss-50-victorias-secret-fashion-show-surprise-appearance-daughter-lila-22 | Kate Moss, 50, takes Victoria's Secret fashion show by storm in surprise appearance with daughter Lila, 22 | FoxNews |
https://www.foxnews.com/politics/5-more-house-democrats-call-biden-drop-out#&_intcmp=fnhpbt5 | Five more House Democrats call on Biden to drop out, third US senator | FoxNews |
https://www.foxnews.com/politics/riley-gaines-visits-rnc-message-new-york-ag-letitia-james-democrats-claiming-party-women.print | Riley Gaines visits RNC with message for New York AG Letitia James, Democrats claiming to be party for women | FoxNews |
https://www.foxnews.com/entertainment/hilary-duff-how-i-met-your-father-series-sequel-hulu | Hilary Duff lands ‘How I Met Your Father’ series sequel role for Hulu | FoxNews |
https://www.foxnews.com/politics/flashback-harris-campaign-senior-adviser-several-insensitive-comments-women-gay-people | FLASHBACK: New Harris campaign senior adviser made several insensitive comments about women, gay people | FoxNews |
https://www.foxnews.com/politics/michigan-becomes-top-gop-senate-target-mike-rogers-ties-dem-opponent-among-older-voters | Michigan becomes a top GOP Senate target as Mike Rogers ties with Dem opponent among older voters | FoxNews |
https://www.foxnews.com/sports/american-women-players-settle-suit-vs-us-soccer-for-24m | American women players settle suit vs. US Soccer for $24M | FoxNews |
https://www.foxnews.com/sports/herschel-walker-says-obama-forgot-our-fight-right-vote-after-scolding-black-voters-against-harris | Herschel Walker says Obama 'forgot our fight for right to vote' after scolding Black voters against Harris | FoxNews |
https://www.foxnews.com/us/would-be-trump-assassin-wants-judge-cannon-recuse-herself-dismissing-document-case.print | Would-be Trump assassin wants Judge Cannon to recuse herself for dismissing document case | FoxNews |
https://www.foxnews.com/politics/nj-announces-emergency-dune-repairs-shore-town-penalized-doing-itself | NJ announces emergency dune repairs in shore town penalized for doing them itself | FoxNews |
https://www.foxnews.com/media/cnn-political-director-warns-trouble-sign-harris-she-lags-white-male-voters-key-states | CNN political director warns of 'trouble sign for Harris' as she lags with White male voters in key states | FoxNews |
https://www.foxnews.com/food-drink/japanese-souffle-pancake-gaining-popularity-us-origin-story-hawaii-15-years-ago | Japanese soufflé pancake gaining popularity in US, yet origin story begins in Hawaii 15 years ago | FoxNews |
https://www.foxnews.com/lifestyle/garlic-planting-roasting-cooking-health-benefits | Garlic: Planting, roasting and understanding the health benefits of the plant | FoxNews |
https://www.foxnews.com/sports/olympic-boxer-deemed-have-male-chromosomes-wins-fight-46-seconds-opponent-left-tears-after-hard-hits | Olympic boxer deemed to have male chromosomes wins fight in 46 seconds, opponent left in tears after hard hits | FoxNews |
https://www.foxnews.com/sports/womens-volleyball-team-transgender-player-getting-police-security-amid-backlash-lawsuit | Women's volleyball team with transgender player getting police protection amid backlash and lawsuit | FoxNews |
https://www.foxnews.com/politics/oprah-winfrey-makes-surprise-dnc-appearance-rail-against-man-she-once-considered-running-office | Oprah Winfrey makes surprise DNC appearance to rail against man she once considered running for office with | FoxNews |
https://www.foxnews.com/media/cnn-brian-stelter-reliable-sources-2021.print | Here are 20 major media stories CNN's Brian Stelter ignored on his so-called media show in 2021 | FoxNews |
https://www.foxnews.com/world/german-bureaucrat-under-fire-trashing-british-wwii-hero-inspired-israeli-army | German bureaucrat under fire for trashing British WWII hero who inspired Israeli army | FoxNews |
https://www.foxnews.com/us/sniper-killed-would-be-trump-assassin-one-million-shot-source | Sniper killed would-be Trump assassin with 'one-in-a-million shot': source | FoxNews |
https://www.foxnews.com/politics/rfk-jr-corporate-media-attacked-more-president-trump | RFK Jr says ‘corporate media’ has attacked him ‘even more than President Trump’ | FoxNews |
https://www.foxnews.com/politics/harris-trump-showdown-leading-law-enforcement-group-takes-sides-presidential-election | Harris-Trump showdown: Group of former law enforcement leaders takes sides in presidential election | FoxNews |
https://www.foxnews.com/media/cnn-brian-stelter-hunter-biden-disinformation-conference | Brian Stelter defends media not covering Hunter Biden in 2020, says critics don't know 'how newsrooms work' | FoxNews |
https://www.foxnews.com/food-drink/tiktok-video-fast-food-restaurant-shows-how-speedy-machine-makes-salad-bowl-no-time | TikTok video at fast-food restaurant shows how speedy machine makes salad bowl in no time | FoxNews |
https://www.foxnews.com/lifestyle/this-day-history-feb-17-1801-jefferson-elected-president-party-politics-nation | On this day in history, February 17, 1801, Jefferson is elected president as party politics divide new nation | FoxNews |
https://www.foxnews.com/media/fox-news-channel-dominates-cnn-msnbc-during-historic-news-cycle-of-third-quarter.print | Fox News Channel dominates CNN, MSNBC during historic news cycle of third quarter as 'The Five' makes history | FoxNews |
https://www.foxnews.com/media/biden-called-out-border-crisis-texas-democrat-absolutely-president-should-be-here | Biden called out on border crisis by Texas Democrat: 'Absolutely the president should be here' | FoxNews |
End of preview. Expand in Data Studio
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 (
FoxNewsvsNBC) of an English news headline. - Rows: ~3,805 unique headlines (after deduplication 3,783).
- Columns:
url— original article URLheadline— the headline textsource— one ofFoxNewsorNBC
- Class balance: roughly 53% FoxNews / 47% NBC.
- Split convention used by our notebooks:
train_test_split(test_size=0.2, random_state=42, stratify=label)after dropping NaN/blank/duplicate headlines.
Source
Headlines were scraped from the public homepages and category landing pages
of foxnews.com and nbcnews.com. URLs are kept for reproducibility but
are not used by our model — only the text of the headline is fed to the
classifier.
Citation
If you use this dataset, please cite the CIS 5190 final project report submitted on May 6, 2026.
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