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Public health orders in Wyoming will be extended through July 31 due to the increasing number of Covid-19 case, Gov. Mark Gordon announced https://t.co/bjIslgdsG3 https://twitter.com/CNN/status/1282883028482654209

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Nearly four months after invoking a 1950s-era law in order to compel businesses to manufacture equipment for the coronavirus fight, the Trump administration has made only sparing use of its authorities, leaving front-line workers in dire need of supplies https://t.co/59ufqWZ515 https://twitter.com/CNNBusiness/status/1282883560626683904

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WHO chief warns: Coronavirus pandemic could "get worse and worse and worse" https://t.co/AyI9l6QNhu https://t.co/YOVPyP7bgQ https://twitter.com/thehill/status/1282884051465011200

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Now picturing Trump selling CoronaVirus merch. https://t.co/L33lMDmHLU https://twitter.com/redsteeze/status/1282884966456659968

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The National Basketball Association and its players' union said in a joint statement that two players have tested positive for Covid-19 at the league’s Orlando campus and a total of 21 NBA players have tested positive for the virus since July 1 https://t.co/MCakU58foe https://twitter.com/CNN/status/1282885056005103622

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Apple employees working remotely can now get tested for the coronavirus without leaving the house. The tech giant will ship Covid-19 test kits to its workers' homes, the company confirms. https://t.co/FGpfLJsGR4 https://twitter.com/CNN/status/1282885540589772801

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After three months of near silence on the topic, the CDC finally weighed in on a question of critical importance to millions of American women and families: How dangerous is the coronavirus for pregnant women and new mothers? https://t.co/6gFB4tlTMe https://twitter.com/propublica/status/1282886336362491904

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#Bihar: AIIMS Patna starts human trial of #CoronaVirus vaccine on 10 volunteers selected by hospital authority. #IndiaFightsCorona https://t.co/AH19yB8Evr https://twitter.com/airnewsalerts/status/1282886341169016833

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Florida Democratic state Rep. Shevrin Jones, who tested positive for coronavirus along with his family, says Gov. Ron DeSantis has been negligent. "He has the power to afford a mandatory mask order. Has that happen? No. Have we asked for it? Yes we have.” https://t.co/bz8JDbtL5c https://twitter.com/CNNTonight/status/1282886434425384961

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Japan said China has been spreading "disinformation" about the coronavirus and its naval activities are a matter of "grave" concern. https://t.co/hqW5DGK5Nm https://twitter.com/rapplerdotcom/status/1282886491660865537

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California orders shutdown of bars and indoor dining as coronavirus cases surge https://t.co/WIeWgEGaIL https://twitter.com/CBSNews/status/1282887544913494016

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Hong Kong adopts toughest-ever coronavirus curbs after case surge https://t.co/dl7jFpX9Kg https://twitter.com/AJEnglish/status/1282887570368626688

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Recovered coronavirus patients could lose immunity within months: scientists https://t.co/iqWBfpcI4l https://t.co/hVjhSFbI8k https://twitter.com/thehill/status/1282887578358894593

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The brain naturally gravitates toward negative thoughts. Here are ways to steel yourself in rocky patches, from deep breathing to caring for others. https://t.co/Whjvz5zUfX https://twitter.com/WSJ/status/1282887595379306497

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The U.S. budget deficit grew to a record $864 billion for June as the federal government pumped huge sums of money into the economy to prop up workers and businesses affected by the coronavirus, the Treasury Department said https://t.co/AvFWsCibcT https://twitter.com/nytimes/status/1282887596046274561

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The coronavirus pandemic could push up to 132 million people into hunger by the end of 2020, according to a new report from the United Nations. https://t.co/SPzhw1bi7h https://twitter.com/NPR/status/1282887802099838976

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London's Heathrow Airport won’t reopen all its terminals until next year, CEO John Holland-Kaye said https://t.co/TVCfOO7xEC https://twitter.com/cnni/status/1282889466600882176

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Denies FBI. Denies CIA. Denies Pentagon. Denies Justice Dept. Denies Supreme Court. Denies Science. Denies Coronavirus task force. Denies anybody who does not agree with him or won’t do as they’re told. #IStandWithFauci https://t.co/FR398QDrHZ https://twitter.com/BillyBaldwin/status/1282889828619612160

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Translation: "134,000 people have died but I still lie about what causes coronavirus cases to surge.” https://t.co/5EAonx6gph https://twitter.com/TimOBrien/status/1282892185533386753

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Japan says China has used coronavirus to expand territory, influence https://t.co/6vtuc3NY8T https://twitter.com/globeandmail/status/1282895231944282112

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Miami is the "epicenter of the pandemic," said Lilian Abbo, an infectious disease expert. "What we were seeing in Wuhan — six months ago, five months ago — now we are there," she said in a plea for people to take precautions against coronavirus seriously. https://t.co/CjJ63B8KRD https://twitter.com/CNN/status/1282897381105848321

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Florida official who opposed local mask mandate in ‘critical condition’ with coronavirus https://t.co/cMocxeGFIN https://twitter.com/RawStory/status/1282897620449611776

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"The coronavirus outbreak in this country is bigger now than it's ever been... nearly twice as big as ever before," says @andersoncooper, #KeepingThemHonest. "The President likes to be number one, he can certainly take responsibility for this number one ranking." https://t.co/NxBiQ8e0gh https://twitter.com/CNN/status/1282898869441794048

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Former Republican Ohio Gov. John Kasich: President Trump "has bungled the coronavirus. He continues to even do that today." https://t.co/UwLHHpf1dG https://t.co/FthqoPLOyV https://twitter.com/CNN/status/1282903902795358209

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Nearly four months after invoking a 1950s-era law in order to compel businesses to manufacture equipment for the coronavirus fight, the Trump administration has made only sparing use of its authorities, leaving front-line workers in dire need of supplies https://t.co/zmpNxpHHCV https://twitter.com/CNN/status/1282904672890769414

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Germany 🇩🇪 250,000 cases 9,100 deaths UK 🇬🇧 290,000 cases 65,000 deaths My @BylineTimes article on how Germany’s response to the Coronavirus crisis has put the UK to shame. https://t.co/bhI1lzawYV https://twitter.com/JamesMelville/status/1282910335037579264

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A new J. Cole project is comin’ soon 💿 https://t.co/cBxBUzIIt5 https://twitter.com/XXL/status/1282917746196525056

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GDP grew 1.8% in May but was still 24.5% below its level in February, before the full impact of the #coronavirus struck https://t.co/2Ac5CXhKja https://t.co/kfe664wUlm https://twitter.com/ONS/status/1282918067056640000

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Argentina is trying to solve a medical mystery after 57 sailors are infected with the #coronavirus after 35 days at sea, despite the entire crew testing negative before leaving port https://t.co/dQjKl9VvcN https://t.co/UWMgT1aUqB https://twitter.com/AFP/status/1282918375341977600

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Three teachers who shared a summer classroom at an Arizona school all contracted coronavirus last month, leaving one of them dead. "Schools are not ready to open,” says Angela Skillings, one of the teachers diagnosed with Covid-19 after sharing the classroom. https://t.co/n4KBmcQKuI https://twitter.com/CNN/status/1282919002327486465

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Future Ready Railway: Designed to fight Coronavirus, Railways creates 1st ‘Post COVID Coach’ with: ▪️Handsfree amenities ▪️Copper-coated handrails & latches ▪️Plasma air purification ▪️Titanium di-oxide coating For COVID-Free passenger journey! Details: https://t.co/VAVDu6lDST https://t.co/yWakrxt4s2 https://twitter.com/PiyushGoyal/status/1282921165678231552

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UPDATE: France has approved pay rises worth €8bn for health workers, with @EmmanuelMacron praising their role in fighting #coronavirus The deal was signed with trade unions on Monday after weeks of negotiations, and will see wages rise by €183 a month on average https://twitter.com/DarrenEuronews/status/1282944215241154560

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"No one expects [Trump] to do his job, or to be held to account when he doesn’t. That’s how you know the country was broken before coronavirus ever arrived...[The virus] is a natural disaster. The [GOP’s] death-cult fealty to Trump is wholly man-made.” https://t.co/xGogQm3pP8 https://twitter.com/tribelaw/status/1282992458738147329

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"No country...was as prepared as the United States. But the coronavirus ...has shown us that health system capacity alone is almost useless unless you have a government that can unleash that capacity promptly and consistently.” Instead, we had Trump. https://t.co/xGogQm3pP8 https://twitter.com/tribelaw/status/1282993216485298176

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The U.S. government has awarded coronavirus relief loans to several subsidiaries of Chinese companies, including one linked to the Chinese military that drew scrutiny from Congress. https://t.co/vtohuLm5uq https://twitter.com/kylegriffin1/status/1283008346107207680

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Remember, if you vote for Biden, you are voting for a lockdown. https://t.co/xsEj6w73BX https://twitter.com/IngrahamAngle/status/1283035261283303424

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Masks offer much more protection against coronavirus than many think https://t.co/J7zGPJMvDt https://twitter.com/latimes/status/1283035525344108544

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President @realDonaldTrump is taking historic ACTION to combat coronavirus: ✅ Surging personnel to AZ, TX, CA, FL ✅ Surging Remdesivir ✅ Surging test supplies reducing turnaround time ✅ Dr. Birx to visit LA, MS, AL, GA, SC ✅ 19 HHS teams sent to metros; 8 more this week https://twitter.com/PressSec/status/1283037924586594306

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⚠️Worrying: 16 hours of airborne aerosol infectivity for the coronavirus that causes #COVID19 in a study published in a CDC journal. "Collectively, these preliminary data suggest that SARS-CoV-2 is resilient in aerosol form” https://t.co/Qx2UjDFi98 https://twitter.com/DrEricDing/status/1283048949167816712

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German Study: Almost No Coronavirus Spread at Schools That Reopened https://t.co/56O2w3XDs3 https://twitter.com/dbongino/status/1283051664296087552

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Rent is unaffordable in every single state in America, a new report finds https://t.co/r6hvEqAj3X https://twitter.com/Phil_Lewis_/status/1283051909604048903

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There have been no coronavirus deaths in DC for six consecutive days https://t.co/GVXzmljh03 https://twitter.com/JuddLegum/status/1283053435475103744

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1/ Texas hospitals are running out of drugs, beds, ventilators and even staff. Many hospitals are no longer accepting transfer patients in order to maintain space for a surge that’s expected to come. In some parts of Texas, the surge is already here. https://t.co/YcMjbQNRxI https://twitter.com/TexasTribune/status/1283055211532161025

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From California: not one #coronavirus death among the 9 million kids under 18 in the state. NOT ONE. The school districts in Los Angeles and San Diego - which collectively "serve” almost 1 million students - said yesterday they will not have in-person teaching to start the year. https://t.co/XHGwjBTnYx https://twitter.com/AlexBerenson/status/1283088863695691777

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HORROR SHOW. All 366 detainees were tested for coronavirus at this private ICE prison. Only 19 people tested negative. https://t.co/6EOab8UXaw https://twitter.com/NoahShachtman/status/1283096640002363393

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Breaking News: The Trump administration ordered hospitals to bypass the CDC and send key coronavirus information to a Washington database, alarming health officials https://t.co/hb3PHaA9xr https://t.co/nvhPmmfa0P https://twitter.com/nytimes/status/1283119890484867076

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Nearly 3 dozen Florida labs were caught cooking the books re coronavirus cases by a factor of 10x and you want me to just blindly accept numbers being reported?? Mmmm, yeah, I don’t think so. I haven’t and I refuse to and this just adds to it all. Not today, Satan. Not today. https://twitter.com/nedryun/status/1283377122090901511

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BREAKING: Trump is covering up the number of Americans infected and dead from coronavirus by having the data rerouted to his administration, instead of the CDC. This is Trump’s biggest scam ever. It is criminal. https://twitter.com/funder/status/1283432546940915712

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Though the media doesn't report this number as much as it should, 1,626,395 have RECOVERED from the coronavirus. Every time I turn on the news I see the death tally, but hardly ever see this number. It is just as important! https://twitter.com/drdavidsamadi/status/1283506716273971200

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BOUND FOR A BREAKUP?— AG Barr said today that the U.S. has become overly reliant on Chinese goods and services, including face masks, medical gowns and other protective equipment designed to curb the spread of the #coronavirus #NextRevFNC @SteveHiltonx https://t.co/XSYL8RNNlK https://twitter.com/NextRevFNC/status/1283865802672873476

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BREAKING: Sources inside Trump Administration confirm to me that CDC has been misreporting the data for coronavirus to inflate the numbers. https://twitter.com/EmeraldRobinson/status/1284104344225423361

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Eighty-five infants under the age of 12 months have tested positive for coronavirus in one Texas county https://t.co/0iQLr1vxvm https://twitter.com/cnnbrk/status/1284452623450615813

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gun violence coronavirus 🤝 "nothing can be done to prevent it," according to republicans, except whatever every other country did https://twitter.com/ginnyhogan_/status/1284574193514721280

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When Hillary Clinton says she would have saved more lives lost to coronavirus, remind her of the fact she couldn’t save 4 lives in Benghazi. https://twitter.com/RyanAFournier/status/1284614928075292672

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Here is Andrew Cuomo’s March 25th executive order requiring nursing homes to accept coronavirus-infected patients https://t.co/0tcvbpwBAd https://twitter.com/JackPosobiec/status/1285195004550557697

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Coronavirus vaccine developed by Oxford University appears safe and trains the immune system, key early trials show https://t.co/vXdDZlqZ2r https://twitter.com/BBCBreaking/status/1285209008618561536

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Trump tweets a photo of himself in a face mask after 140,000 Americans have died from the coronavirus. https://twitter.com/kylegriffin1/status/1285303573706756096

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The president is about to resume his coronavirus press briefings… Which is great because America needs a daily 2 hour infomercial for whatever bleach the president has recently invested in. https://twitter.com/perlmutations/status/1285312349461573632

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Children over four times more likely to die from flu as from #coronavirus. https://t.co/WjaFiZqssF https://twitter.com/TomFitton/status/1285313913584746496

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Sources: Zero NBA players tested positive for coronavirus out of 346 tested at Orlando campus since last results were announced July 13. https://twitter.com/ShamsCharania/status/1285315240205389827

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BREAKING: No virus after all the NBA is tested. Masks work for exact same reason no NBA player tested positive for Coronavirus in the bubble. When the virus has no place to go, it dies. https://twitter.com/ASlavitt/status/1285328197706555400

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Coronavirus won’t just kill people directly, said Dr. Anthony Fauci, the nation's top infectious disease expert. He noted that people may die from preventable cancers because the pandemic has interrupted routine health care. https://t.co/Ol5ZoC7zlr https://twitter.com/CNN/status/1285399860078927873

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More than 430 babies have tested positive for coronavirus in the four largest counties in North Texas, but the Texas Department of State Health Services is currently only reporting 125 cases in children ages 1 and younger. https://t.co/jlabksrKdd https://twitter.com/kylegriffin1/status/1285412935204876288

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"I don’t think he is reacting to the real carnage occurring across the United States. I think he is reacting to his plummeting poll numbers.” Dr. Jonathan Reiner, former White House medical adviser on President Trump resuming daily coronavirus briefings https://t.co/5n7wF09xGi https://t.co/dsuJoO5DBL https://twitter.com/CNN/status/1285414445120983040

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I just watched the governor of Missouri say kids don’t go to the hospital with Coronavirus. I’m not sure who he is or what his training is but a little more humility & a little less politics will serve him better. We had a death of an infant here today. https://t.co/g2fvqvj0cu https://twitter.com/ASlavitt/status/1285417352700592129

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It’s not ‘greatness’ that tackles outbreaks. It’s ingenuity. This @NPR story outlines how Rwanda - a middle income country in East Africa - has crushed the coronavirus with only a tiny fraction of the means and resources available in places like the US. https://t.co/lkTmBuOoPA https://twitter.com/Craig_A_Spencer/status/1285430041627832323

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He never met somebody else’s dollar he didn’t like. https://t.co/yXAmzZrBCO https://twitter.com/RealJamesWoods/status/1285467973549842432

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Oh my, it seems some teachers are upset because I have pointed out the utter absurdity of giving them a pay increase for "being on the front line during Coronavirus” when many of them have been sitting at home on full pay doing nothing for months. Sorry if truth hurts. 😀 https://twitter.com/DVATW/status/1285468292015173645

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With the coronavirus occupying global attention, there's less regulation of logging and mining. It's worrisome news, because scientists are discovering a strong correlation between deforestation and disease outbreaks. https://t.co/postNaVzG0 https://twitter.com/NPR/status/1285469092288368640

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#COVID19 | Why the government wants you to stop wearing valved N95 face masks? Avoid wearing a mask which has valves or openings on the front as it might be a 'one-way valve' which is only going to protect the person wearing it Read 👇 https://t.co/7rvGC6gCJh https://t.co/SLD96zNzxD https://twitter.com/timesofindia/status/1285472021820829697

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Record increase of 40,000+ coronavirus cases takes India's tally beyond 11 lakh Death toll rises to 27,497 with 681 new fatalities & Still UGC wants to conduct exams. Are these statistics not enough to cancel them ? #WakeUpMHRD https://t.co/mBWeYD84hM.. https://twitter.com/nsui/status/1285477795045376000

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Our teachers, doctors, armed forces personnel, and public sector workers have responded to the unprecedented challenges of coronavirus. To recognise their efforts on the front line, we will be increasing their pay this year. https://t.co/tnPA46Whvs https://twitter.com/BorisJohnson/status/1285483788684992512

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Delhi Doctor, 42, Dies Of Coronavirus; Had Been On Frontline Since March https://t.co/Xxi3gO0u9K https://t.co/JX6ru5QK97 https://twitter.com/ndtv/status/1285483810360967168

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Thanks to Brexit the UK dodges a bullet – costing 80bn Euros - as we escape the EU coronavirus bailout fund via ⁦@BrexitWatch5⁩ https://t.co/MGRWWaqFLp https://twitter.com/MartinDaubney/status/1285486631366152194

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#COVID19 CASES IN PH EXCEED 70,000 As of July 21, the Philippines now has 70,764 total confirmed coronavirus infections as 1,951 new cases were reported on Tuesday. 45,646 are active cases Recoveries up by 209 to 23,381 Death toll at 1,837 with 2 new deaths | @kristinesabillo https://t.co/Lxsa5RGkd2 https://twitter.com/ABSCBNNews/status/1285500691868299265

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Im proud to support @WarChildUK in helping to raise crucial funds to protect vulnerable children facing Coronavirus in war zones. Follow the link below to enter the prize draw to win a one on one video call with me - https://t.co/rOsBdefBNs #KeepThemSafe https://t.co/CTZ4p5dMYM https://twitter.com/Louis_Tomlinson/status/1285501487070797825

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When the White House coronavirus briefings resume, President Trump should not take the podium. Every time he takes the podium he’s a threat to public health. https://twitter.com/SenSchumer/status/1285554918221373440

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BREAKING: Trump’s doing a coronavirus propaganda briefing today at 5pm, but doesn’t plan on having Dr. Fauci or task force members there. What a fricking joke. I’ll watch this train wreck so you don’t have to. https://twitter.com/funder/status/1285579982727786496

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.@PressSec: "I think in many cases the media has tried to scare the American people." Note: There are more than 3.8 million coronavirus cases in the United States and more than 140,900 Americans have died from COVID-19. The facts are scary all on their own. https://twitter.com/Yamiche/status/1285598888959909888

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New York had more people die of coronavirus in nursing homes than Florida had in the entire state. Yet Cuomo is a hero and DeSantis is a villain. https://twitter.com/AsheSchow/status/1285602528571383809

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Let me just cancel the suspicion for some folks who don't want to call a thing a thing. A #coronavirus briefing without any member from the task force is not a briefing. It's going to be a campaign rally. We should treat it, and him, like Ye. https://twitter.com/TiffanyDCross/status/1285602689729146881

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#Coronavirus deaths 'may be less than half official toll - as docs wrongly mark certificates', says ex-WHO chief https://t.co/RogsQJKymG https://twitter.com/TomFitton/status/1285603779136585728

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Coronavirus outbreaks could be stopped if everyone used masks, washed their hands and kept apart from others, a new study finds https://t.co/iOmQN5Xln8 https://twitter.com/CNN/status/1285756718761353216

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Why are Dem actively defending communist China for COVERING UP the Wuhan coronavirus, which has killed over 500k people worldwide? https://t.co/K9VkOBbOPX https://twitter.com/tedcruz/status/1285781925580374017

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Janice Dean: COVID-19 killed my in-laws after Cuomo's reckless New York nursing home policy https://t.co/euuKg6oPUJ via @usatoday https://twitter.com/JaniceDean/status/1285881208178696192

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A powerful and important piece by ⁦@JaniceDean⁩ in ⁦@USATODAY⁩ on Cuomo, Covid & the death of 6500 seniors in NY nursing homes, including both of her in-laws. Proud of you JD. https://t.co/Ph34S02OOC https://twitter.com/megynkelly/status/1285894822956539907

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My buddy was waiting in a drive through #coronavirus testing site. He filled out the form but had to leave before he got tested. He got a call 4 days later.....he tested positive for #Covid_19. 🤔 https://twitter.com/aubrey_huff/status/1285951983736598528

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BOMBSHELL ADMISSION: Chinese State Media Claims Coronavirus Is A Tool To ‘Beat’ Trump https://t.co/2ohxZIOYIg https://twitter.com/RaheemKassam/status/1285992932479246340

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Dear @KellyannePolls: A reminder that @realDonaldTrump explicitly told governors to open up at a time when no state had met the @WhiteHouse coronavirus guidelines for reopening. Remember all the "liberate” tweets from Trump? This is as much Trump’s fault as these governors. https://t.co/ZK9j3PO3Zl https://twitter.com/tedlieu/status/1286044512914087936

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Trump cooked up a new boogeyman by fear mongering about violence in cities and WITHIN DAYS allocated $61 MILLION in grants to hire more cops. If he *wanted* to do something about coronavirus, he would have. He chose not to. https://twitter.com/briantylercohen/status/1286051903202160640

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We use the Jenks elbow cutoff algorithm to select the top prominent nodes that have significantly higher influence than the rest.

Click the Reveal Non-obvious button to remove the most influential words (or the ones you select) from the graph, to see what terms are hiding behind them.

The most influential nodes are either the ones with the highest betweenness centrality — appearing most often on the shortest path between any two randomly chosen nodes (i.e. linking the different distinct communities) — or the ones with the highest degree.

Network Structure:
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Modularity
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Influence Distribution
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Topics Nodes in Top Topic Components Nodes in Top Comp
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Nodes Av Degree Density  
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Action Advice:
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Structural Gap
(ask a research question that would link these two topics):
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Reveal the Gap   ?
 
A structural gap shows the two distinct communities (clusters of words) in this graph that are important, but not yet connected. That's where the new potential and innovative ideas may reside.

This measure is based on a combination of the graph's connectivity and community structure, selecting the groups of nodes that would either make the graph more connected if it's too dispersed or that would help maintain diversity if it's too connected.

Latent Topical Brokers
:
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These are the latent brokers between the topics: the nodes that have an unusually high rate of influence (betweenness centrality) to their freqency — meaning they may appear not as often as the most influential nodes but they are important narrative shifting points.

These are usually brokers between different clusters / communities of nodes, playing not easily noticed and yet important role in this network, like the "grey cardinals" of sorts.

Emerging Topics
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Top Relations
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⤓ Download   ⤓ Directed Bigrams   ?

The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default as it allows us to better detect general patterns.

As an option, you can also downloaded directed bigrams above, in case the direction of the relations is important (for any application other than language).

 
Main Topics
(according to Latent Dirichlet Allocation):
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Most Influential Words
(main topics and words according to LDA):
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LDA works only for English-language texts at the moment. More support is coming soon, subscribe @noduslabs to be informed.

 
download data: CSV  Excel
Please, enter a search query to visualize the difference between what people search for (related queries) and what they actually find (search results):

 
We will build two graphs:
1) Google search results for your query;
2) Related searches for your query (Google's SERP);
Click the Missing Content tab to see the graph that shows the difference between what people search for and what they actually find, indicating the content you could create to fulfil this gap.
Find a market niche for a certain product, category, idea or service: what people are looking for but cannot yet find*

 
We will build two graphs:
1) the content that already exists when you make this search query (informational supply);
2) what else people are searching for when they make this query (informational demand);
You can then click the Niche tab to see the difference between the supply and the demand — what people need but do not yet find — the opportunity gap to fulfil.
Please, enter your query to visualize the search results as a graph, so you can learn more about this topic:

 
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Enter a search query to analyze the Twitter discourse around this topic (last 7 days):

 
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