x-g85/X_G85_LSTM
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John McCain says NSA chief Keith Alexander 'should resign or be fired'. Senator gives interview to Der Spiegel, saying general should 'be held accountable' for Edward Snowden leaks. | 1 |
If waterboarding was a war crime when the Japanese did it to my father, why isn't it a war crime anymore?... | 0 |
Sydney cafe siege hostage Katrina Dawson was killed by ricocheting police bullets, inquest confirms | 1 |
White House supports House Puerto Rico debt legislation: statementWASHINGTON (Reuters) - The White House said it supports legislation, aimed at helping Puerto Rico dig out of its $70 billion debt crisis, that is set for a vote in the U.S. House of Representatives on Thursday. However, the Obama administration does oppo... | 1 |
German minister urges EU to standardize asylum seeker benefitsBERLIN (Reuters) - Social benefits for asylum seekers in Germany are quite high and they need to be harmonized across Europe, the country s interior minister was quoted on Saturday as saying, two weeks before a national election in which immigration is a k... | 1 |
Ahmadinejad: Iran already a nuclear state, but has no intention of launching attack on Israel | 1 |
Trump Just Threw APPALLING Temper Tantrums At Some Of Our Closest Allies On The PhoneTrump has wasted absolutely no time letting some of our allies know what he really thinks of them. On a phone call with Australian Prime Minister Malcolm Turnbull, he went off about a pledge the U.S. made to accept 1,250 refugees from... | 0 |
Antonin Scalia’s Own Past Ruling Will Hand Obama HUGE Victory On Transgender RightsThe Obama administration recently sent a missive to public schools nationwide, informing them that they must treat students consistently with their gender identity even if it is different from what was biologically assigned to them by... | 0 |
Happening now: Minute-by-minute LIVE coverage of Snowden's meeting with human rights groups. | 1 |
Ex-president George H.W. Bush moved to intensive care; wife hospitalized(Reuters) - Former U.S. President George H.W. Bush has been moved to an intensive-care unit at a Houston hospital with pneumonia and was resting comfortably after doctors performed a procedure to clear his airway, his office said in a statement on ... | 1 |
Macedonia says five Kosovans led the armed group which was involved in clashes with security forces in the northern town of Kumanovo. | 0 |
China tells Myanmar military it wants closer tiesBEIJING (Reuters) - China wants closer ties with Myanmar s military to help protect regional peace and security, a senior Chinese general told the visiting head of the southeast Asian country s army. China and Myanmar have had close diplomatic and economic ties for years... | 1 |
Anti-leak guide gets leaked on to the internet, they \r\nsaid it was unleakable | 1 |
New Zealand forestry a first test in nationalist party's protectionist agendaWELLINGTON (Reuters) - Some New Zealand forest owners are suspending replanting of trees and re-thinking investments as the country s third-largest export earner finds itself in the sights of maverick politician Winston Peters protectionist a... | 1 |
JESSE WATTERS CALLS OUT Liberal Pundit For Racist Assumptions About Trump: “What specifically are you fearful of that Trump will do? [Video].@jessebwatters: What specifically are you fearful of that Trump will do?@Jehmu: He said he wants to Make America Great Again Hmm pic.twitter.com/Xui5G3JSv6 Students for Trump... | 0 |
BREAKING: PROTESTER JUMPS ON STAGE…Grabs Trump…Secret Service REACTS…Trump Reaction Is PRICELESS [Video]A protester tried to attack Trump today at a rally in Dayton, OH but was subdued by the Secret Service. The crowd went nuts! Trump s reaction is PRICELESS: | 0 |
Vatican detains suspect in unauthorised leaks probe | 0 |
CHARLIE DANIELS WARNS LIBERALS: Knock It Off Or “There Will Be Blood In The Streets!”Over a century ago, the United States of America went through a divisive and bloody Civil War that separated the people of this nation bone from marrow. It split friends, families and eventually the nation itself as a line was drawn di... | 0 |
U.S. lawmakers seek temporarily extension to internet spying programWASHINGTON (Reuters) - Republican leaders in the U.S. House of Representatives are working to build support to temporarily extend the National Security Agency’s expiring internet surveillance program by tucking it into a stop-gap funding measure, lawma... | 1 |
New York’s Attorney General Could Literally Put Trump Out Of BusinessAfter perhaps the worst day in presidential history, something is brewing in New York that could do far more damage than any political scandal ever could. It could put Trump completely out of business.A group in New York State is petitioning New York... | 0 |
Muslim Publics Oppose Al Qaeda's Terrorism, But Agree With Its Goal of Driving US Forces Out | 0 |
Official Chinese Newspaper Calls for War Against Vietnam and the Philippines to Secure Natural Resources in the South China Sea | 0 |
Obama’s Gas-Guzzling Motorcade To Paris Climate Talks Had A Huge Price Tag For The American TaxpayerAre you sitting down? The phony baloney Climate Change Summit put on by our Dictator In Chief costs the American taxpayers close to $2 MILLION DOLLARS. Someone needs to shut this grifter down!Car service, hotels, and acc... | 0 |
White House says opposes House bill on restaurant caloriesWASHINGTON (Reuters) - The White House said on Wednesday it opposes a bill from the U.S. House of Representatives that it said would undercut regulations aimed at requiring fast food and chain restaurants to disclose the calories in food they sell. But the White... | 1 |
Top Senate Democrat urges Justice Department watchdog to probe possible interferenceWASHINGTON (Reuters) - U.S. Senate Democratic Leader Chuck Schumer on Monday called on the Department of Justice’s inspector general to probe any possible political interference in its investigation of contacts between President Donald ... | 1 |
$US 13 billion of the money allocated for reconstruction projects in Iraq was wasted or stolen, with some of it ending up in al-Qaedas coffers | 0 |
BRAVE PRO-TRUMP REPORTER Grabs Microphone At Climate March…Tells Liberal Crowd To Chant “Bill Clinton Is A Rapist!” [Video]A Conservative Reporter was brave enough to grab the mic at the Climate March and instruct people to yell Bill Clinton is a rapist! Everybody raise ya fist Everybody raise ya fist Bill Clinton is ... | 0 |
Both Koreas suffering worst drought in a century: North Korea dispatched soldiers to pour buckets of water on parched fields and South Korean officials scrambled to save a rare mollusk threatened by the heat as the worst dry spell in a century gripped the Korean peninsula. | 1 |
David Cameron rules out any future military action in Syria | 1 |
Trump Has 2 New Candidates For Secretary Of State, And They’re Worse Than Everyone Else CombinedSomeone isn t happy with the current possibilities for Secretary of State and is expanding the search. Apparently, there are two new candidates, and they aren t politicians. They aren t former or current military. They aren... | 0 |
The Internet is a Surveillance State | 1 |
China launches website laying claim to Senkaku Islands | 0 |
Its just amazing how Libor-fixing can make you that much money or lose it if opposite, he wrote. It is a cartel now in London. Royal Bank of Scotland Employee | 1 |
Canada poised to claim ownership of vast underwater territory bigger than Quebec | 1 |
Israeli intelligence agents photographed members of the Rachel Corrie aid mission before the ship left dock in Dundalk. The first mate of the vessel has claimed that during their time in Israeli custody they saw photographs of several members of the group clearly taken in Ireland. | 1 |
Man found with 51 Turtles stuffed in his pants. | 1 |
Obama, Republicans urge Trump to soften toneWASHINGTON (Reuters) - Donald Trump is facing bipartisan pressure to adopt a more presidential tone in his White House run including from Democratic President Barack Obama and Republicans who worry his missteps may do irreparable harm to the party and his campaign. The Repub... | 1 |
Kenyan opposition leader Odinga, who withdrew from vote re-run, calls for protestsMOMBASA, Kenya (Reuters) - Kenyan opposition leader Raila Odinga, who withdrew from a presidential election re-run set for Oct. 26 saying it should only take place once wide-ranging reforms are undertaken, urged his supporters on Sunday t... | 1 |
(VIDEO) GRIFTER HILLARY CLINTON MADE $700K WITHIN 24 HOURS AFTER SAYING SHE WAS DEAD BROKECNN mostly dismisses the Clinton e-mail scandal and just brushes over it but John King makes a great point this morning:Sunday on CNN s Inside Politics, host John King pointed to a Washington Post story detailing that within 2... | 0 |
For Bannon, The Losses Just Keep ComingSteve Bannon is portrayed as the Grim Reaper on Saturday Night Live. There is a President Steve Bannon meme out there from coverage of the controversial advisor. In reality, his influence seems to be headed nowhere but down. First, he totally blew President Donald Trump s healt... | 0 |
WATCH: GEORGE W. BUSH Offers Somber Memorial Honoring Lives Of Murdered Dallas Police Officers…OBAMA Gives Speech About URGENT Need For GUN CONTROL [VIDEO]These two Presidents could not be more different. George W. Bush is a natural born leader. He inspires others to consider someone other than themselves, to come toge... | 0 |
1/5 of Bahrain's population shows up to protest | 0 |
REPORT: Fox News Might Be Under Investigation By Federal AuthoritiesIf federal authorities discover what they are reportedly looking for, the Republican propaganda network could be in deep sh*t.Last year, Roger Ailes was ousted as Fox News boss because Gretchen Carlson and other female anchors filed sexual harassment ... | 0 |
Traumatic Brain Injuries: Growing evidence shows that Progesterone should be considered as an optional treatment | 1 |
Fidel Castro accepts responsibility for persecution of Cuban gays | 1 |
The NSA Reportedly Has Total Access To The Apple iPhone | 1 |
Indian Illegal Mining Investigation that Led to Arrests of Public Officials Abruptly Ends Without Explanation - Sudden halt sparks concern over extent of corruption uncovered. India ending investigation shows failure to protect vulnerable tribal communities. | 1 |
US foe Cuba sends condolences for marathon attack | 0 |
'I know I have sinned, and I have to be punished. Strangely however, I felt that the caning was not a form of punishment but was an opportunity for me to repent and return to the right path' | 1 |
Trump Asks Advice From The Swamp He Promised To Drain – Americans Are OUTRAGED At What They SaidNot too long after taking office, Trump decided to start asking around about how the government could roll back regulations and make it easier for companies to get their projects approved. But he didn t ask ordinary America... | 0 |
Islamic State (IS) fighters have been targeted by other radical Islamist groups in Libya who have now declared a jihad against the extremist group. | 1 |
Junk mail levels drop by 70% all because of the closure of one web hosting company | 1 |
Captain ‘Murica: Civil War – Theft, Fraud, Booze And Brawling Are Wrecking The Bundy RevolutionThe next American Revolution ended before it ever started, by the hands of the very patriots that claimed they were ready to die for the freedom poachers and arsonists.Ammon Bundy s occupation of misfit militiamen is alrea... | 0 |
CHIP OFF THE OLD BLOCK: Harvard Bound Malia Obama Caught In Frat House Picture With Large Party BongMalia Obama is taking a party gap year before she begins school at the prestigious Harvard University. Even though it was reported that Barack Obama was furious with the pot smoking, twerking, Malia Obama after she was c... | 0 |
The Taliban ambushed a convoy of a female Afghan senator seriously wounding her in the attack and killing her 8-year-old daughter and a bodyguard | 0 |
Did Anonymous Just Release Records PROVING Ted Cruz Ordered Prostitutes Through DC Madam? (SCREENSHOTS)Right-wing blogs are buzzing with what they view as absolute proof that Ted Cruz availed himself of the DC Madam s services while business was still booming on the elite prostitution front. Recently, Rachel Maddow ... | 0 |
The disaster of (American) Indian health care | 1 |
BREAKING: Photo Of Terrorist Who Threatened To Kill 16 “White Devils” At U of Chicago Is Released This is not a joke. I am to do my part to rid the world of the white devils. Jabari Dean (c.) leaves the U.S. Dirksen Federal Courthouse Tuesday with his lawyer (l.). (DNA Info)The black student was released today after th... | 0 |
Kenya opposition, ruling party MPs exchange blows at rival news conferencesNAIROBI (Reuters) - Legislators from Kenya s ruling party and opposition exchanged blows on Thursday, after polls closed in a controversial repeat presidential election. Live national television showed MPs tumbling into a hedge at Nairobi s Pan... | 1 |
I will not forget my childrens blood: Aleppos female sniper vows to take her revenge -- Her fame has spread throughout Aleppo. Her comrades have nicknamed her Guevara, but to many residents she is known simply as the female sniper. | 1 |
Shooting Reported At Capitol; Gunman In CustodyAt 2:40 PM today, an unidentified male entered the U.S. Capitol Visitor Center with a gun. The man was captured, and a police officer and female bystander were reportedly injured, but not seriously. The gunman was also injured and was taken to the hospital.The gunman repo... | 0 |
‘Pharma Bro’ Faces Prison Time For Offering To Pay People To Assault Hillary ClintonIf you ve spent months or years telling Martin Shkreli, Pharma Bro as he is more commonly known, to go fuck himself, you ll be pleased to know he did just that.Shkreli, known for jacking up the price of life-saving medication, is c... | 0 |
After Iowa, Trump’s Fragile Ego Totally Preparing For Being A Loser Everywhere (VIDEO)According to Donald Trump, he didn t lose in the Republican Iowa Caucus. He came in second, which is really the same thing as winning when you really think about it. Except it s not. However, to Trump s fragile ego, and what he tel... | 0 |
NATO to pull $30B worth of gear from Afghanistan | 1 |
BREAKING: MITT ROMNEY Speaks To Reporters Following Dinner With Trump [VIDEO]https://youtu.be/Ai5ayloRa-0 | 0 |
All-woman Lebanese aid ship to set sail for Gaza Sunday | 0 |
Looks like that Russian ship was carrying missiles to Iran via Algeria | 1 |
Another bombing attempt in Bangkok, no injuries | 0 |
A US drone strike has killed the mastermind of the Westgate Mall massacre | 0 |
Kenya's wild and dangerous west | 0 |
South Africa mulls welfare cuts to fund free higher education: reportJOHANNESBURG (Reuters) - South Africa s government is considering a range of budget cuts that could include slashing social grants for the most vulnerable in order to pay for free tertiary education, a newspaper reported on Friday. South Africa s rand... | 1 |
Germany agreed Thursday to turn more than 60 former military bases into nature preserves, with the aim of creating vast new green oases and sanctuaries for rare species of birds | 0 |
Trump says will quit Pacific trade deal on day one of presidencyWASHINGTON (Reuters) - U.S. President-elect Donald Trump released a video on Monday laying out actions he will take on his first day in office on Jan. 20, including withdrawing the United States from a Trans-Pacific Partnership trade deal. Trump also said ... | 1 |
Osama's neighbours say Pakistan knew: Pakistani security agents told them to stay inside and turn off their lights | 0 |
Murdoch Hacked Us Too --- Excoriating attack on News Corp. Not just a UK issue. And there's a lot more to it than mere tabloid vulgarity and right-wing attack-dog politics | 0 |
Iranians arrested by government for dancing to Pharrell's "Happy" | 1 |
Trump, Koch brothers at odds over 'Trumpcare' voteWASHINGTON (Reuters) - Republicans considering whether or not to back U.S. President Donald Trump’s healthcare reforms in a crucial House of Representatives vote this week face a painful choice. If they vote against, they could face the wrath of a vengeful and combative... | 1 |
Racists Try To Fire Actor For Saying Black Lives Matter, Most Powerful Woman In TV Shuts ‘Em DownRacists and conservatives were very angry that Grey s Anatomy actor Jesse Williams called out racial inequality after receiving a humanitarian award at the recent BET Awards ceremony. In his speech, Williams explained who ... | 0 |
$3.5B later, China has built an empty city in Angola. | 1 |
Puerto Rico draft rescue bill guided by U.S. bankruptcy rulesWASHINGTON/SAN JUAN (Reuters) - A U.S. congressional draft bill to steer Puerto Rico through its economic crisis was released on Tuesday with elements of U.S. bankruptcy law opposed by creditors who want to keep the island’s debt talks out of court. The draft... | 1 |
U.S. appoints new top official at Havana embassy as tensions flareHAVANA (Reuters) - The United States said on Thursday it had designated career diplomat Lawrence Gumbiner as the new chief of its Cuba embassy that has been at the center of a diplomatic crisis due to allegations of mysterious health attacks on its perso... | 1 |
Democrats Need To Mobilize, Stick Together, And Get Out The Vote – And FastHillary Clinton has had a bad two weeks. Whereas it may not be her fault (rather, the fault of a bloodthirsty, spineless media), she s still suffering at the polls. Her chances of winning, all across the board, have declined. The New York Times... | 0 |
U.S. sanctions Chechen leader, four others under Magnitsky ActWASHINGTON (Reuters) - The U.S. Treasury Department on Wednesday imposed new sanctions on five Russians and Chechens, including the head of the Russian republic of Chechnya, for alleged human rights abuses. The new sanctions blacklisted Ramzan Kadyrov, the ... | 1 |
Dozens of Islamist Saudi Arabian clerics have called on Arab and Muslim countries to "give all moral, material, political and military" support to what they term a jihad, or holy war, against Syria's government and its Iranian and Russian backers. | 1 |
Trump urges U.N. reform to make U.S. investment worthwhileWASHINGTON (Reuters) - President Donald Trump complained on Monday that the United States is shouldering an unfair burden of the cost of the United Nations, but said if the world body reforms how it operates, the investment would be worth it. Trump, who has freq... | 1 |
UK to introduce "two strikes and you're out" mandatory life sentences for serious crimes | 1 |
Kenya's election body appoints key personnel for presidential vote re-runNAIROBI (Reuters) - Kenya s election commission said on Tuesday that different staff will be in charge of the Oct. 17 re-run of the presidential election, after the country s top court last week nullified the result of the August vote. The Supreme... | 1 |
North Korea has carried out 1,400 public executions since 2000, report claims | 0 |
700 metres of the Great Wall of China collapses due to excessive mining | 1 |
Donald Trump Is Staring Down A Criminal Investigation For Buying EndorsementsThe Donald isn t having a very good week at all. His campaign manager was charged with battery for assaulting a lady, multiple protesters are suing him for assault and battery, his communications director quit and told the truth about him, an... | 0 |
Report: Land mine contamination vast in Vietnam. Nearly 35 years after the war's end, Vietnamese civilians are still routinely killed and maimed by leftover mines and other explosives. Vietnam estimates that more than 42,000 people have been killed in such accidents since 1975. | 1 |
FDNY Lieutenant Admitted Plan To Take Down WTC 7 | 0 |
Go home, Tillerson tells Iranian-backed militias in IraqRIYADH/DOHA (Reuters) - U.S. Secretary of State Rex Tillerson said on Sunday it was time for Iranian-backed militias and their Iranian advisers who helped Iraq defeat Islamic State to go home , after a rare joint meeting with the leaders of Iraq and Saudi Arabia.... | 1 |
This Tiny Country Is Going 100% Organic - Bhutan is only country in world that rejects gross domestic product (GDP) as a measure of progress. | 1 |
Catalan independence vote divides region's mayorsBARCELONA (Reuters) - Barcelona s mayor has asked for reassurances that municipal staff would not face legal action or lose their jobs if they helped to organize an Oct. 1 referendum on Catalonia seceding from Spain. However, some of the region s nearly 1,000 mayors have... | 1 |
MALE PAKISTANI IMMIGRANT Dresses As Woman In Burqa…Lures 11 Yr Old Boy From Mosque…Rapes, Strangles Him To DeathA man disguised himself in a burka in order to lure an 11-year-old boy whom he then raped and strangled to death, according to police in Abu Dhabi.The accused was aware that the boy would not accompany him if... | 0 |
Four Breitbart journalists quit after alleged Trump rally assault(Reuters) - Two reporters and two editors from Breitbart News resigned to protest how the conservative website handled an alleged assault last week on one of the reporters by a senior aide to Republican presidential front-runner Donald Trump. Reporter Mic... | 1 |
Guardian reporter beaten and arrested in Cairo: 'People are being hauled out by police and beaten' | 1 |
UNITED AIRLINES KICKS TODDLER Out Of $969 Seat For Standby Passenger [VIDEO]United Airlines should probably consider an extensive training program for their employees who are making such bad decisions, before the airline loses every last customer United Airlines requires children over the age of 2 to have their own tic... | 0 |
Sarrazin's Truths: Political Correctness Is Silencing an Important Debate. "It is clear that intimidation from the politically correct thought police of the media ... no longer work." | 1 |
End of preview. Expand in Data Studio
X_G85 Fake News Dataset
It is a preprocessed dataset that is used to build X_G85 ML Models. The collection of fake news that are collect from the following datasets
Labels
0: Fake News
1: Real News
How to stream dataset & use as pandas dataframe
By streaming the dataset, it won't download on your host computer. Read more here hugging face streaming dataset.
import pandas as pd
from datasets import load_dataset
Note: The following operation may take some time depending on the size of the dataset.
dataset = load_dataset("x-g85/x_g85_fn_dataset", streaming=True)
train = pd.DataFrame(dataset["train"])
valid = pd.DataFrame(dataset["valid"])
test = pd.DataFrame(dataset["test"])
X_train = train["text"]
y_train = train["label"]
X_valid = valid["text"]
y_vaild = valid["label"]
X_test = test["text"]
y_test = test["label"]
Credit
We have used the following datasets to create our own datasets and train models.
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Models trained or fine-tuned on x-g85/x_g85_fn_dataset