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WELFake

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title stringlengths 1 456 ⌀	text stringlengths 1 143k ⌀	label class label 2 classes
LAW ENFORCEMENT ON HIGH ALERT Following Threats Against Cops And Whites On 9-11By #BlackLivesMatter And #FYF911 Terrorists [VIDEO]	No comment is expected from Barack Obama Members of the #FYF911 or #FukYoFlag and #BlackLivesMatter movements called for the lynching and hanging of white people and cops. They encouraged others on a radio show Tuesday night to turn the tide and kill white people and cops to send a message about the killing of black ...	1real
null	Did they post their votes for Hillary already?	1real
UNBELIEVABLE! OBAMA’S ATTORNEY GENERAL SAYS MOST CHARLOTTE RIOTERS WERE “PEACEFUL” PROTESTERS…In Her Home State Of North Carolina [VIDEO]	Now, most of the demonstrators gathered last night were exercising their constitutional and protected right to peaceful protest in order to raise issues and create change. Loretta Lynch aka Eric Holder in a skirt	1real
Bobby Jindal, raised Hindu, uses story of Christian conversion to woo evangelicals for potential 2016 bid	A dozen politically active pastors came here for a private dinner Friday night to hear a conversion story unique in the context of presidential politics: how Louisiana Gov. Bobby Jindal traveled from Hinduism to Protestant Christianity and, ultimately, became what he calls an “evangelical Catholic.” Over two hours, Ji...	0fake
SATAN 2: Russia unvelis an image of its terrifying new ‘SUPERNUKE’ – Western world takes notice	The RS-28 Sarmat missile, dubbed Satan 2, will replace the SS-18 Flies at 4.3 miles (7km) per sec and with a range of 6,213 miles (10,000km) The weapons are perceived as part of an increasingly aggressive Russia It could deliver a warhead of 40 megatons – 2,000 times as powerful as the atom bombs dropped on Hiroshima a...	1real
About Time! Christian Group Sues Amazon and SPLC for Designation as Hate Group	All we can say on this one is it s about time someone sued the Southern Poverty Law Center!On Tuesday, D. James Kennedy Ministries (DJKM) filed a lawsuit against the Southern Poverty Law Center (SPLC), the charity navigation organization GuideStar, and Amazon, for defamation, religious discrimination, and trafficking i...	1real
DR BEN CARSON TARGETED BY THE IRS: “I never had an audit until I spoke at the National Prayer Breakfast.”	DR. BEN CARSON TELLS THE STORY OF WHAT HAPPENED WHEN HE SPOKE OUT AGAINST OBAMA:	1real
HOUSE INTEL CHAIR On Trump-Russia Fake Story: “No evidence of anything” [Video]		1real
Sports Bar Owner Bans NFL Games…Will Show Only ‘True American’ Sports: ‘I’d like to speak for rural America’ [Video]	The owner of the Ringling Bar, located south of White Sulphur Springs, is standing behind his Facebook post that criticizes NFL players who take a knee during the national anthem to protest police brutality. The post was made on the Ringling Bar s Facebook page Tuesday night and has since received hundreds of comments ...	1real
Latest Pipeline Leak Underscores Dangers Of Dakota Access Pipeline	FILE – In this Sept. 15, 2005 file photo, the marker that welcomes commuters to Cushing, Okla. is seen. (AP Photo/The Oklahoman, Matt Strasen, File) Underscoring once again the dangers of America’s unreliable fossil fuel infrastructure, a significant U.S. oil pipeline has been shut down after a leak was reported Monday...	1real
GOP Senator Just Smacked Down The Most Punchable Alt-Right Nazi On The Internet	The most punchable Alt-Right Nazi on the internet just got a thorough beatdown from Sen. Ben Sasse (R-Neb.) on Twitter during an epic tweetstorm. Richard Spencer, the Alt-Right leader who has become a human punching bag, just got the racism smacked out of him by the Republican Senator on Thursday after the white nation...	1real
May Brexit offer would hurt, cost EU citizens - EU parliament	BRUSSELS (Reuters) - British Prime Minister Theresa May s offer of settled status for EU residents is flawed and will leave them with fewer rights after Brexit, the European Parliament s Brexit coordinator said on Tuesday. A family of five could face a bill of 360 pounds to acquire the new status, Guy Verhofstadt tol...	0fake
Schumer calls on Trump to appoint official to oversee Puerto Rico relief	WASHINGTON (Reuters) - Charles Schumer, the top Democrat in the U.S. Senate, called on President Donald Trump on Sunday to name a single official to oversee and coordinate relief efforts in hurricane-ravaged Puerto Rico. Schumer, along with Representatives Nydia Velàzquez and Jose Serrano, said a “CEO of response and r...	0fake
WATCH: HILARIOUS AD Calls Into Question Health Of Aging Clinton Crime Family Bosses	After watching this telling video, you ll wonder if instead of working so hard to get back into the White House, Hillary s time would be better spent looking into an assisted living situation for her and Bill	1real
No Change Expected for ESPN Political Agenda Despite Huge Subscriber Decline - Breitbart	As more and more sports fans turn off ESPN to protest the network’s social and political agenda, parent company Disney’s decision to extend current CEO Bob Iger’s contract through 2019 means the “world’s leader in sports entertainment” will continue on its merry way of alienating a large segment of Americans. [Breitb...	0fake
Billionaire Odebrecht in Brazil scandal released to house arrest	RIO DE JANEIRO/SAO PAULO (Reuters) - Billionaire Marcelo Odebrecht, the highest-profile executive imprisoned in Brazil s massive graft scandal, was released from jail on Tuesday to continue his sentence for corruption under house arrest, according to a federal court. The former chief executive officer of Odebrecht SA [...	0fake
BRITISH WOMAN LOSES VIRGINITY To Asylum Seeking Rapist On Her Way To Church	Europe is likely not going to be a top destination for families with young daughters, and they have no one to blame but themselves for this idiocy. Political correctness will be the death of Europe as we know it. Do Americans have the fortitude to stop the bleeding here, before the invasion of foreigners on our soil is...	1real
U.N. seeks humanitarian pause in Sanaa where streets "battlegrounds"	GENEVA (Reuters) - The United Nations called on Monday for a humanitarian pause in the Yemeni capital of Sanaa on Tuesday to allow civilians to leave their homes, aid workers to reach them, and the wounded to get medical care. Jamie McGoldrick, U.N. humanitarian coordinator in Yemen, said in a statement that the street...	0fake
MAJOR LIBERAL RAG RELUCTANTLY PUBLISHES Article On President Trump’s Outstanding Accomplishments…It’s How They Explain His Successes That Has Everyone Laughing	The Atlantic, a publication that wouldn t know unbiased journalism if it bit them in the a$$ published what appears to be a reluctant piece on President Trump s outstanding accomplishments during his first 6 months in office. Most of the people reading this piece by The Atlantic are fans of their writing because they v...	1real
Second judge says Clinton email setup may have been in 'bad faith'	NEW YORK (Reuters) - A second federal judge has taken the rare step of allowing a group suing for records from Hillary Clinton’s time as U.S. secretary of state to seek sworn testimony from officials, saying there was “evidence of government wrong-doing and bad faith.” The language in Judge Royce Lamberth’s order under...	0fake
America gives Grand Piano to horse	Wednesday 9 November 2016 by Lucas Wilde America gives Grand Piano to horse America has given a grand piano to a horse and is expecting some quality tunes. “I’m particularly looking forward to Beethoven’s Ninth,” beamed horse supporter and piano enthusiast, Jay Cooper. “A horse has never been given a piano before be...	1real
Hillary’s crime family: End of days for the U.S.A	Hillary’s crime family: End of days for the U.S.A Based on the foregoing, SOMEONE got to Comey—somewhere along the line By Daily Coin - November 8, 2016 An investor in Dave’s fund emailed him asking which way Colorado would vote tomorrow. He replied: “Depends on who counts the votes. I don’t believe this is a fair ele...	1real
Sean Spicer Baffles Reporters, Claims Trump Isn’t Responsible For Hiring Flynn (VIDEO)	On Tuesday, White House Propaganda Minister Sean Spicer once again baffled reporters and other thinking individuals by once again saying the dumbest thing imaginable.Asked why the White House refuses to provide documents related to former National Security Advisor and registered foreign agent Michael Flynn s hiring, Sp...	1real
UNHOLY ALLIANCE: Hillary Clinton’s Saudi Sponsors Support Terrorism, Islamist Extremism	21st Century Wire says Amid the tossing and turning of media hit pieces and partisan mud slinging in advance of the US presidential vote in November, very little focus is given on the actual record and policies of Hillary Clinton as Secretary of State.With this week s damning revelations regarding Gulf Arab monarchs b...	1real
Even Trump’s Best Friend Joe Scarborough Can’t Handle His ‘Disqualifying’ KKK Support (VIDEO)	Recently, Joe Scarborough has found himself the subject of, shall we say, criticism because of his insanely pro-Trump bias something that bothers pretty much everyone at MSNBC. In fact, their relationship has traditionally been so strong that Scarborough bragged about giving The Donald debate tips. Recently Scarborou...	1real
BOOM! Danish Government Considers Seizing Migrant’s Valuables To Pay For Benefits	Is the European gravy train finally coming to an end?The Danish parliament is considering a bill to seize migrants valuables to pay for their benefits.The leftists are very upset about this commonsense legislation. Daily Sabah reported:A controversial Danish bill to seize migrants valuables to pay for their stay in a...	1real
Supreme Court Won’t Hear Appeal From Texas on Voter ID Case - The New York Times	WASHINGTON — The Supreme Court rejected on Monday an appeal from Texas officials seeking to restore the state’s strict voter ID law. As is the court’s custom, its brief order in the case, Abbott v. Veasey, No. gave no reasons for turning down the appeal. But Chief Justice John G. Roberts Jr. issued an unusual stat...	0fake
Islamic State driven out of last stronghold in northern Iraq	BAGHDAD (Reuters) - Iraqi forces announced on Thursday they had captured Islamic State s last stronghold in northern Iraq, leaving the militant group holed up near the Syrian border as its self-proclaimed caliphate shrinks further. The town of Hawija and the surrounding areas fell in an offensive by U.S.-backed Iraqi...	0fake
Senators Propose Giving States Option to Keep Affordable Care Act - The New York Times	WASHINGTON — Several Republican senators on Monday proposed a partial replacement for the Affordable Care Act that would allow states to continue operating under the law if they choose, a proposal meant to appeal to critics and supporters of former President Barack Obama’s signature health law. But the plan was atta...	0fake
Do You Belong To An Extraterrestrial Lineage?	According to Sitchin’s interpretation of Mesopotamian iconography and symbolism, outlined in his 1976 book The 12th Planet and its sequels, there is an undiscovered planet beyond Neptune that follows a long, elliptical orbit, reaching the inner solar system roughly every 3,600 years. This planet is called Nibiru (altho...	1real
Zimbabwe's Mugabe appears in public for first time since coup	HARARE (Reuters) - Zimbabwe President Robert Mugabe arrived at a university graduation ceremony in the capital on Friday, his first public appearance since a military seizure of power that political sources say is aimed at ending his 37 years in office. Wearing a blue and yellow academic gown and mortar board hat, the ...	0fake
Credit Suisse Boss Faces Revolt From Bankers Over Strategy Shift - The New York Times	When Tidjane Thiam took over at Credit Suisse last July, he laid out a new direction for a financial giant with a storied investment banking history: Do less investment banking. And he used forceful language in doing so. He has referred to once core businesses — such as trading in distressed bonds and derivatives —...	0fake
THE ROBBING OF INNOCENCE: 12 Yr Old Students Given CDC Survey About Transgender, Gay And Oral Sex	The left believes these are all perfectly acceptable topics to discuss with our young children. Whatever you do, just don t mention God!A public hearing is taking place Wednesday morning in the Massachusetts State House to look into a controversial sex survey given to middle school and high school students.Developed by...	1real
Schaeuble to head German parliament, unblocking coalition talks	BERLIN (Reuters) - Germany took a first decisive step on Wednesday toward forming a new government when its veteran finance minister, conservative Wolfgang Schaeuble, agreed to become president of the parliament, clearing the way for another party to take his job. Chancellor Angela Merkel will hope that Schaeuble, deep...	0fake
At U.S.-China summit, Trump presses Xi on trade, North Korea; progress cited	PALM BEACH, Fla. (Reuters) - President Donald Trump pressed Chinese President Xi Jinping to do more to curb North Korea’s nuclear program and help reduce the gaping U.S. trade deficit with Beijing in talks on Friday, even as he toned down the strident anti-China rhetoric of his election campaign. Trump spoke publicly o...	0fake
Clinton extends lead over Trump to 7 points: Reuters/Ipsos	NEW YORK (Reuters) - Democratic presidential nominee Hillary Clinton’s lead over Republican rival Donald Trump increased to more than 7 percentage points in a Reuters/Ipsos poll released on Tuesday, from less than 3 points on Thursday. The shift came as Trump struggled to reset his campaign following a stretch of contr...	0fake
JOE BIDEN’S SHOCKING ANNOUNCEMENT: “What the hell, man?” [Video]	VP Joe Biden: Yeah, I m going to run in 2020. Reporter: For what? Biden: For president! What the hell, man? https://t.co/fsRl25AD12 pic.twitter.com/GMco1PkJiL CNN (@CNN) December 6, 2016	1real
Comment une petite fille russe de 4 ans a appris à parler 7 langues	langues , enfants En octobre dernier, Bella est devenue célèbre du jour au lendemain grâce au projet Personnes extraordinaires présenté par la chaîne de télévision Rossiya 1. La vidéo dans laquelle la petite fille répond aux questions, chante des chansons et parle dans plusieurs langues a suscité un grand intérêt sur ...	1real
Emboldened NRA Threatens New York Times: ‘We’re Coming For You’ (VIDEO)	The NRA has a new favorite toy, but there are no bullets involved except maybe the bullet points they include in their scripts. Dana Loesch has transformed herself from useful Fox News idiot to darling of the Second Amendment, and the NRA is more than happy to put her stern but beautiful face on camera.Earlier this y...	1real
Noam Chomsky GOES OFF On Donald Trump: ‘He’s A CLOWN!’ (VIDEO)	It s no secret that world-renowned political theorist Noam Chomsky does NOT want Donald Trump in the White House, and thinks it s an absolute tragedy that the presumptive Republican nominee has even managed to get as far as he has.In an interview with Art Is Power, the author and MIT professor criticized The Donald for...	1real
5 Ways The Media Responded With Butthurt To Donald Trump’s Victory	The media doesn’t even try to hide its shameless pro-Socialist bias these days. Since nobody really pays attention to them anymore, you might have missed some of the more entertaining butthurt spouted by shameless propagandists posing as journalists. 2016 election night coverage on the propaganda news channels is a les...	1real
Iran, Russia and Turkey Agree to Enforce Syria Cease-Fire, but Don’t Explain How - The New York Times	ASTANA, Kazakhstan — Two days of talks over the Syrian civil war concluded on Tuesday with an agreement by Iran, Russia and Turkey to enforce a fragile partial . But neither the Syrian government nor the rebel fighters — who briefly met face to face for the first time in nearly six years of war — signed the a...	0fake
BREAKING: OBAMA POISED To Exact Revenge On PUTIN With Unprecedented Cyber Attack For Allegedly Exposing Hillary Emails…While Campaigning For Hillary	Putin Tells Russian Army To Prepare For WWWIII With U.S While Obama whines about Trump campaigns for Hillary Is our Community Organizer In Chief actually willing to put our nation s security at risk because he believes Putin is responsible for Hillary s email hacks? What kind of sick, reckless and vengeful clown do we ...	1real
null	True. Hillary needs a distraction and what better than a real "wag the dog" with Russia.	1real
Trump says Brexit to be 'a great thing', wants quick trade deal with UK	LONDON (Reuters) - U.S. President-elect Donald Trump said that Brexit would turn out to be a great thing and other countries would follow Britain out of the European Union but promised to strike a swift bilateral trade deal with the United Kingdom. Speaking in an interview with The Times of London newspaper five days b...	0fake
Sekulow: Expect ‘Whining Testimony’ from Comey ‘He Needs to ‘Grow up and Act Like an Adult’	Jay Sekulow, Chief Counsel of the American Center for Law and Justice joined Breitbart News Daily SiriusXM host Raheem Kassam on Wednesday to discuss the coming testimony of former FBI Director James Comey and the case of Reality Winner, who was arrested for leaking secrets from the National Security Agency. [Said Seku...	0fake
Mayday on the Carolina Queen - The New York Times	The seven fishermen aboard the Carolina Queen III, a scalloping boat that set out from Norfolk, Va. had been at sea for four days when the skies darkened off the coast of the Rockaways. A powerful storm system that had already lashed the East Coast, bringing tornadoes, thunder, lightning, high winds and heavy rains, ...	0fake
Illinois House passes $5 billion tax package, spending plan	CHICAGO (Reuters) - Illinois’ Democratic-controlled House of Representatives passed big, permanent increases in income tax rates and a $36 billion fiscal 2018 spending plan on Sunday with the help of some Republican votes as the cash-strapped state scrambled to stave off a bond rating downgrade to junk. The $5 bill...	0fake
AT&T, Time Warner and the Death of Privacy	AT&T, Time Warner and the Death of Privacy By Amy Goodman and Denis Moynihan AT&T plans to buy Time Warner for $85.4 billion. ( Mark Lennihan / AP ) It has been 140 years since Alexander Graham Bell uttered the first words through his experimental telephone, to his lab assistant: “Mr. Watson—come here—I want to see...	1real
An Architect Who Built His Career on Resuscitating New York Landmarks - The New York Times	Grand Central Terminal, the main building on Ellis Island and the Enid A. Haupt Conservatory at the New York Botanical Garden — all among the greatest New York City landmarks — look better today than they have since their earliest years. Many hands were responsible. John Belle was the common denominator. Mr. Bell...	0fake
American dream, revisited	by Pepe Escobar for the Strategic Culture Foundation Will Trump pull a Brexit times ten? What would it take, beyond WikiLeaks, to bring the Clinton (cash) machine down? Will Hillary win and then declare WWIII against her Russia/Iran/Syria “axis of evil”? Will the Middle East totally explode? Will the pivot to Asia tot...	1real
Fear of Iranian general left Iraqi Kurdish oil fields deserted	BAGHDAD/LONDON (Reuters) - When the Iraqi army and Iranian-backed Shi ite militia entered a key oil processing facility in Iraq s north to retake it from Kurdish Peshmerga forces last week, the installation was deserted and its alarm bells ringing. Engineers and workers on the facility, which processes oil from two maj...	0fake

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Dataset Summary

We designed a larger and more generic Word Embedding over Linguistic Features for Fake News Detection (WELFake) dataset of 72,134 news articles with 35,028 real and 37,106 fake news. For this, we merged four popular news datasets (i.e. Kaggle, McIntire, Reuters, BuzzFeed Political) to prevent over-fitting of classifiers and to provide more text data for better ML training.

Dataset contains four columns: Serial number (starting from 0); Title (about the text news heading); Text (about the news content); and Label (0 = fake and 1 = real).

There are 78098 data entries in csv file out of which only 72134 entries are accessed as per the data frame.