Several schools close in Seoul, South Korea after 6-year old student infected with coronavirus https://t.co/ZFkPR19UDP https://twitter.com/MarketWatch/status/1264851172168478723
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New guidance available for businesses and employees working in vehicles during #coronavirus, including 🔽 ➡️ couriers ➡️ mobile workers ➡️ lorry drivers More info on working safely 🔽 https://t.co/bEo0TeDykN #StayAle https://t.co/kv4eDMX0xC https://twitter.com/DHSCgovuk/status/1264851198596661248
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CORONAVIRUS LATEST: https://t.co/kHOkNEM5Xu • Authorities in Houston say they have received hundreds of social distancing complaints over Memorial Day weekend. • Pandemic has killed over 345,000 people worldwide. • More than 5.4 million people diagnosed with COVID-19. https://twitter.com/ABC/status/1264852459836583936
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Abe's 'own goals' slash suppo rates even as Japan's coronavirus emergency set to be lifted https://t.co/0dX47KTt6M https://t.co/Al59hDGeY7 https://twitter.com/Reuters/status/1264852465205338114
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Japan Prime Minister Shinzo Abe (file pic) has lifted the state of emergency imposed nationally to combat coronavirus following a sharp decline in the number of new cases: AFP news agency https://t.co/AkOpJkuBOy https://twitter.com/ANI/status/1264858438238003202
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- Crowded public places caused officials to fear a possible rise in coronavirus cases - Two Missouri hairstylists potentially exposed 140 clients as they worked for up to eight days while symptomatic, health officials said Here's the latest news: https://t.co/23GAlTdH1o https://t.co/TnsgsGttrd https://twitter.com/NewDay/status/1264863444014116864
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Brazilian President Jair Bolsonaro was called a "killer" and "trash" by an angry crowd as he went out for a hotdog and drink on Saturday. Brazil became the country with the second-highest number of Covid-19 cases in the world over the weekend. https://t.co/HZBb9tRavU https://twitter.com/cnni/status/1264866574017728523
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Crowds packed beaches in several states over the weekend. Many people ventured out without masks and others failed to keep their distance even as officials highlighted the importance of both in order to prevent another surge of coronavirus cases. https://t.co/j0vRkaDQr1 https://twitter.com/CNN/status/1264870109413347328
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Gujarat High Court, while delivering an order on poor conditions in Ahmedabad's Civil Hospital, quotes anonymous letter written by a resident doctor which claims that "mismanagement" and "irregularities" there could turn doctors like him into "super spreaders" of coronavirus. https://twitter.com/PTI_News/status/1264852519815020544
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We have approved a €9 billion Italian "umbrella” scheme to suppo the economy in the context of the #coronavirus outbreak. The scheme will suppo Italian businesses in continuing their operations in these difficult times and help preserve jobs. More: https://t.co/kQ6UgwsjRj https://t.co/g79OoaI8SI https://twitter.com/EU_Commission/status/1264864349799297024
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This is maddening: The world still doesn’t know whether sending kids to school fuels #Covid19 transmission in communities. Sweden, which didn’t close schools, could have studied the question. But it didn’t. By @GretchenVogel1 https://t.co/JijWFCGeEs https://twitter.com/HelenBranswell/status/1264863639506386947
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Coronavirus curfew extended in Himachal Pradesh's Hamirpur district till June 30: Official https://twitter.com/PTI_News/status/1264855959609851908
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Sma Re-openings Will Save Lives. Lessons from 1918. "Cities that closed schools and banned public gatherings fared better against the flu. They had both lower peak and total overall morbidity and mortality cases and deaths.” https://t.co/plnDBio22T https://twitter.com/JoeNBC/status/1264855697361121281
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This is what Boris Johnson’s arrogance, stupidity & cowardice has done. #Marr asks Transpo Minister whether an individual who has coronavirus would be an infection risk to others. The Minister responds that he doesn’t know the answer to that question https://t.co/xf4rYPT4Bt https://twitter.com/PeterStefanovi2/status/1264854508028538882
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Chancellor Angela Merkel has managed to steer Germany clear of the worst effects of the #coronavirus. Her leadership style has a lot to do with it: https://t.co/Dl4yCaH1UG https://twitter.com/dwnews/status/1264860258519957505
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UN coronavirus aid going to Palestinian terror-linked groups including money from Canada — for purposes not necessarily to do w/ virus relief but rather political activity. @NGOmonitor https://t.co/5Do2yOj7g4 https://twitter.com/LindaFrum/status/1264866797326667777
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A 46-year-old migrant labourer died on a Shramik Express train after having had nothing to eat or drink for 60 hours, a nephew accompanying him has alleged. Raveesh Yadav said no food or water was served on the train in violation of railway regulations. https://t.co/SNojKT2DU8 https://twitter.com/ttindia/status/1264854244504399874
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Please just #stayathome. UK hospital closes A&E and no longer accepting new patients due to high number of coronavirus cases https://t.co/lO05MSKSOg https://twitter.com/juniordrblog/status/1264865922797522944
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Heartbreaking. 💔 N.Y. vets buried alone without ceremonial honors due to coronavirus. https://t.co/69p2qDjTlP https://twitter.com/JaniceDean/status/1264869474236280832
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Colorado: An inmate jailed on a child abuse conviction & released because of coronavirus concerns is now accused of strangling a woman & fracturing her arm in the process. Christopher A. Vecchiarelli, 36, is currently at-large. https://t.co/kkLjPpTET2 https://t.co/cfFvGXudlN https://twitter.com/MrAndyNgo/status/1264957389154816000
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New York nursing homes were forced to accept more than 4,500 coronavirus patients from hospitals thanks to an order from New York Gov. Andrew Cuomo. https://t.co/3kxWZRCxfX https://t.co/roQ4YI2ua0 https://twitter.com/DailyCaller/status/1264955946675195905
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Michigan Gov. Gretchen Whitmer said that she censors herself when speaking publicly about Trump in order to ensure continued federal assistance to her state amid the coronavirus pandemic. https://t.co/Q0c3ekugSi https://twitter.com/kylegriffin1/status/1264919147118395392
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China’s decision to impose tough new security laws on Hong Kong risks undermining the city’s status as a global financial center. That could compound the challenge Beijing is facing in rejuvenating an economy hit by the coronavirus pandemic https://t.co/NyAMv0zRpL https://t.co/sTR39WpLW7 https://twitter.com/Reuters/status/1264899406047961090
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Joe Biden, who has been campaigning from his home for more than 2 months amid the coronavirus crisis, made his first public appearance since mid-March for a Memorial Day visit to a veterans memorial in Delaware https://t.co/JZEBZKCs2W https://twitter.com/nytimes/status/1264954439703691271
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Clad in face masks amid the continued coronavirus pandemic, former Vice Pres. Joe Biden with his wife Dr. Jill Biden pay their respects to fallen service members on Memorial Day at Delaware Memorial Bridge Veteran's Memorial Park. https://t.co/gao20nv04c https://t.co/0gWZmBpBtZ https://twitter.com/ABC/status/1264950841435398144
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Derry man jailed after driving 280 miles to Kerry to buy puppies https://t.co/0mZCJQHXhy https://twitter.com/mrjamesob/status/1264871726703312896
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Must read: There were 8,000 more deaths than normal in Mexico City from Jan-May 20 this year. More than 4x higher than the official coronavirus deaths figure of 1,800. No anonymous sources, no anecdotes. Just cold, hard death certificate data. https://t.co/7BRTIQVGUe @mariorz https://t.co/VHjE6to76u https://twitter.com/chrissiemurray/status/1264902859734253568
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Any Governor who would commit to having a mass gathering months from now would be a moron. Especially an event where you have thousands of non mask wearing Trump fanatics from all over who think coronavirus is a hoax. NC Gov Roy Cooper should tell Trump he’s not welcome in NC. https://twitter.com/funder/status/1264960033584033794
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Horowitz: The CDC confirms remarkably low coronavirus death rate. Where is the media? https://t.co/iNGtIRYr9y https://twitter.com/chuckwoolery/status/1264934531221598209
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The mother of Dutch PM Mark Rutte died on May 13, and it has just been made public. He couldn’t see her in the weeks before her death because of coronavirus restrictions. Didn’t drive there, didn’t claim that it would be "acting like any son.” https://t.co/Yj9xv7Bx3D https://twitter.com/pierrebri/status/1264924509871669249
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Seven Abuses of Power Carried Out by Local Governments During the Coronavirus Crisis 👇🏻👇🏻👇🏻 https://t.co/cH7gOYELHA https://twitter.com/dbongino/status/1264882691197095937
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Doctors at a hospital in California say they have recorded more deaths from suicide than coronavirus, with a year’s worth of suicides and suicide attempts being recorded in a 4 week period. https://t.co/kJO6EdBmcW https://twitter.com/PrisonPlanet/status/1264892622117765120
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Staten Island has been hit very hard by coronavirus. https://t.co/1ZSZQ8UbUE https://twitter.com/MollyJongFast/status/1264908975776006144
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While the AG of Michigan was complaining about Trump’s mask, retired veterans were getting beaten bloody in her nursing homes by coronavirus patients The absolute state of Detroit https://twitter.com/JackPosobiec/status/1264922946012950530
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More than 400 bills are waiting on Mitch McConnell's desk, everything from coronavirus response to climate change to prescription drug prices. But instead of bringing these up for votes, he’s focused on advancing his judicial nominees. #CapturedCourts https://twitter.com/amyklobuchar/status/1265765379403583495
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Man, FactCheckorg just took a wrecking ball to Joe Biden's serial lies about what he said about the coronavirus. Gutted him like a fish. https://t.co/5hwFxgAfDZ https://twitter.com/MattWolking/status/1265991578952388610
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the accuracy of this meme has intensified since coronavirus wiped out most of my social activities https://t.co/WT6r9Zaf2f https://twitter.com/loishh/status/1265625168451375104
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WHO says it is SUSPENDING its trial of anti-malaria drug hydoxychloroquine in coronavirus patients Of course they are. Because it’s working and doesn’t play into their agenda. https://t.co/nN6zZUktIn https://twitter.com/johncardillo/status/1264976295131099136
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If I was a minister in a government which had presided over the worst coronavirus death rate on earth, I simply would not go on television and laugh manically https://t.co/Is3Pg2vzAU https://twitter.com/OwenJones84/status/1265922654231552006
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JUST IN: More than 100,000 people have now died in the US from the coronavirus, according to figures from Johns Hopkins University. In just four months, the virus has killed almost twice the number of Americans lost during the entire Vietnam War. https://t.co/RNH5IROg3B https://t.co/9baVumuaUc https://twitter.com/CNN/status/1265766289487912962
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BREAKING REPORT: ICMR finds HCQ [Hydroxychloroquine] is effective in preventing coronavirus, expands its use... https://twitter.com/ChuckCallesto/status/1265348058331709441
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Did you know: President Trump donated his most recent paycheck to help fight the Chinese Coronavirus I wonder why Nancy Pelosi isn’t willing to do the same? 🤔 https://twitter.com/charliekirk11/status/1264998432608940032
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Andrew Cuomo is no hero. He's to blame for New York's coronavirus catastrophe | Andrew Cuomo | The Guardian https://t.co/UW6iSHePp3 https://twitter.com/JaniceDean/status/1265017467912544257
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I’d love for a reporter to ask why @NYGovCuomo deleted his March 25th order to force nursing homes to admit recovering #coronavirus patients. Why the coverup? https://t.co/7qeR4e8hHF https://twitter.com/JaniceDean/status/1265251274326409222
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It took @realDonaldTrump one day to issue an #ExecutiveOrder because he was upset Twitter called him out on his lies. It took him 3 months to order PPE to help fight #coronavirus. https://twitter.com/David_Leavitt/status/1265821476390871040
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Sufficient data worldwide now exists to conclude that, to date, the UK has the highest rate of excess deaths in the Coronavirus pandemic in the world Free to read article with @jburnmurdoch 1/ https://t.co/hhmkQp93NT https://twitter.com/ChrisGiles_/status/1265885480144470023
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BREAKING: It is with a heavy hea and with great sadness that I must repo we have just passed over 100,000 confirmed deaths from coronavirus in the US. #TrumpDeathToll100K https://twitter.com/funder/status/1265320407575474178
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Did you know: A Brooklyn field hospital was constructed for $21 MILLION to fight Coronavirus It never saw a single patient. Why didn’t Andrew Cuomo send elderly patients here instead of infecting nursing homes in New York, needlessly killing thousands? 🤔 https://twitter.com/charliekirk11/status/1265506855255752706
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Nearly half of all coronavirus deaths in US are from long-term care facilities: Repo #KillerCuomo https://t.co/9MrrXvFIif https://twitter.com/RealJamesWoods/status/1265805392333824000
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We have just reached a very sad milestone with the coronavirus pandemic deaths reaching 100,000. To all of the families & friends of those who have passed, I want to extend my heartfelt sympathy & love for everything that these great people stood for & represent. God be with you! https://twitter.com/realDonaldTrump/status/1266000762057953284
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Delhi records highest single-day spike of 1,295 fresh coronavirus cases, takes tally to 19,844; death toll mounts to 473: Authorities https://twitter.com/PTI_News/status/1267072445627854848
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LIVE | China will give Africa 30 million test kits per month, as well as 10 000 ventilators and 80 million masks, Ramaphosa reveals https://t.co/fMeLiaWR6e https://t.co/M3v1K4E7B5 https://twitter.com/News24/status/1267073916423585793
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Number of Coronavirus cases in Pakistan in the month of May May 1: 18,092 May 31: 70,381 52,289 cases in May Cases increased by 289% in May https://twitter.com/omar_quraishi/status/1267051863741878272
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Sorry, but after the experience of the last three months, it's just mind-blowing that not a single Dem elected official appears to have expressed even the mildest *concern* that a sudden nationwide outbreak of chaotic mass gatherings could worsen the spread of the coronavirus https://twitter.com/mtracey/status/1267075502872895496
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So we’re clear, the coronavirus thingy is over; it’s no longer the MSM’s priority to use as a narrative to damage Trump. And clearly social distancing and masks are for dummies. https://twitter.com/nedryun/status/1267055581887635462
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What happened to the Coronavirus? https://twitter.com/w_terrence/status/1266906793273290752
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All over the World the CoronaVirus, a very bad "gift” from China, marches on. Not good! https://twitter.com/realDonaldTrump/status/1266014911127306240
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Donald Trump called the coronavirus the "Chinese virus” and called black people "thugs” but y’all still think he’s not racist?? https://twitter.com/skaijackson/status/1266447071436922881
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Because the new coronavirus vaccine czar is classified as a contractor, rather than a government employee, he doesn’t have to fully disclose his conflicts or divest from holdings that could pose a conflict of interest. That’s seriously concerning. https://t.co/OuBrhTA3Jg https://twitter.com/CREWcrew/status/1267063448875212802
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We should not suppo the Govt’s easing of #Lockdown Would be premature to do so with class/race inequalities 😢The UK is at #COVID19 Ale 4 😢The R rate is dangerously close to 1 😢Test, track, isolate and trace is non existent 😢UK has highest death rate from #Coronavirus https://twitter.com/ClaudiaWebbe/status/1267071399753121793
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How a decade of privatisation and cuts exposed England to coronavirus https://t.co/4tfuWc6lzQ https://twitter.com/guardian/status/1267067673675993089
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A reminder that you should not be flocking to beauty/tourist spots - or travelling more than around 5 miles from your home for leisure/recreation. Doing so puts yourself and others at risk and increases chance of restrictions having to be reapplied. https://t.co/aHiaupGOkq https://twitter.com/NicolaSturgeon/status/1267062572525682688
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"He is tweeting more frequently, and more frantically, as events have closed in on him. Trailing in the polls and desperate to change the subject from the coronavirus, mid-pandemic Trump has a Twitter feed that is meaner, angrier, and more partisan." https://t.co/l7Fw1YnXU6 https://twitter.com/kylegriffin1/status/1267063276334088194
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High school teacher gets his first bill for #coronavirus treatment: $840,386.94 EIGHT HUNDRED AND FORTY THOUSAND DOLLARS https://t.co/JjiVQLTfTW https://twitter.com/peterdaou/status/1267045856156532737
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Of course you knew bills like this were coming. The wildest pa is that the insurance company *paid* $9,293 for a coronavirus test. https://t.co/DIJyXNjoMw https://twitter.com/sarahkliff/status/1267160603589849088
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The Harlem Gospel Choir performs "Amazing Grace” in honor of the lives tragically lost to the coronavirus pandemic https://t.co/cVryZv2c3J https://twitter.com/CNN/status/1267158101968510976
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Brazil now ahead of US in daily coronavirus cases and deaths. Bolsonaro refusal to suppo quarantines or social distancing taking an incredibly heavy toll on the Brazilian people. (ht @EricTopol) https://t.co/6d6gfxJtnT https://twitter.com/ianbremmer/status/1267162836352057346
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Lionel Messi on football post-coronavirus 🗣️ https://t.co/9SbpUAYnBw https://twitter.com/brfootball/status/1267090506925965313
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Holding a briefing with updates on #Coronavirus. Watch Live: https://t.co/OLLoKGRkx9 https://twitter.com/NYGovCuomo/status/1267126362365542400
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In the wake of the coronavirus, a surprising number of middle powers and major powers are increasing their criticism of Chinese behavior. @JapanChair Mike Green discusses whether China is winning the Covid-19 propaganda war. https://t.co/lnsN89gDnB https://twitter.com/CSIS/status/1267123673439170564
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The worst of the coronavirus in #China appears to have passed, but the accompanying surveillance apps aren't going anywhere. https://t.co/swMVnSjluZ https://twitter.com/HRF/status/1267129462958718980
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The media is already trying to cover for rioters on the assumption that their lack of responsibility will lead to a spike in coronavirus cases https://t.co/JKZ5Pa0JiJ https://twitter.com/CalebJHull/status/1267138318887784451
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Trump is trying to distract from his abysmal poll numbers and erratic handling of the #coronavirus crisis. Rather than fueling the flames, he should bring responsibility and dignity to the office that he holds. https://t.co/e4vdsS6uqv https://twitter.com/TeamPelosi/status/1267103785635151872
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How a decade of privatisation and cuts exposed England to coronavirus https://t.co/EVAUIRJmII https://twitter.com/labourlewis/status/1267153747093970944
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Anyone remember all the PRISONERS RELEASED because of the Coronavirus... WHERE ARE THEY NOW? https://twitter.com/ChuckCallesto/status/1267119858015244289
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Not charging these other officers with murder has exposed more Americans to the Coronavirus and could end up killing thousands. https://twitter.com/icecube/status/1267093217943498755
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British Police who’ve put their own lives at risk protecting us all during coronavirus, now getting abused for something that happened the other side of world. Maddening and depressing. What happened to loving our key workers? https://t.co/4QZPrQTVjU https://twitter.com/EssexCanning/status/1267094882872590336
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As coronavirus numbers climb from here, I think it is a safe assumption that Trump will now attempt to blame these protests for the spread rather than his own inadequate and incompetent response. https://twitter.com/Susan_Hennessey/status/1267075559198273536
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In April, blood clots emerged as a mysterious symptom of coronavirus. Soon after, we began hearing reports of Covid-19 patients dying from strokes. Then came "Covid toes.” What do all these symptoms have in common? Impaired blood circulation. https://t.co/GWqHb0cKKy https://twitter.com/elemental/status/1267119897735290880
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Public health experts are worried that the mass protests in the U.S. could lead to a surge of new coronavirus cases. Police using tear gas and pepper spray causes people to tear up and cough, which could increase the risk of transmission. https://t.co/vgcZ1cQ6ys https://twitter.com/nytimes/status/1267240214885478403
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Trump is hiding in a bunker because he's scared of people protesting police killings, but don't forget that he also was too weak to publicly mourn the deaths of over 100,000 Americans who died on his watch from coronavirus. Only cowards hide behind silence. https://twitter.com/meenaharris/status/1267291332357152770
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The government's coronavirus 'policy' is now beyond chaotic. Countless avoidable deaths have already occurred & 'the science' is against the timing & nature of loosening the lockdown. It's terrifying that people who want to help minimise further fatalities don't know what to do. https://twitter.com/mrjamesob/status/1267364975229706241
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Just a reminder for America, Coronavirus is still ravaging our neighborhoods. This administration is finished working on it & they dont want you to notice. How can they pull that off? Use the American military on Americans. Dont ever forget today!!! You are now on your own. https://twitter.com/fred_guttenberg/status/1267623039505752065
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acknowledging the need for reform at all levels: police, eduction, housing, economic opportunity & more. This country desperately needs a real leader at the helm to deal with our racial issues, the #coronavirus, all those who are out of work, climate change and the myriad of(4/5) https://twitter.com/GovCTW/status/1267504843566067714
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Was the Coronavirus arrested during the riot? https://twitter.com/w_terrence/status/1267315250153443328
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Dr. Anthony Fauci, director of NIAID & member of Coronavirus Task Force, tells me he has not spoken or met with President in 2 weeks & his contact w/Trump has become much less frequent. Their last interaction was May 18, during teleconference with the nation’s governors. https://twitter.com/jimsciutto/status/1267534165571973120
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Today Texas had the fewest #COVID19 fatalities since March 30th. We also had the fewest Texans testing positive for COVID in the past 6 weeks. And, we have the 2nd most recoveries from COVID in America. #txlege #coronavirus https://t.co/O7SxGBUU76 https://twitter.com/GregAbbott_TX/status/1267652251675504640
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NEW: Chicago Public Schools has suspended its meal distribution program "based on the evolving nature of activity across the city." The district has given out more than 12.5 million meals since sta of the coronavirus pandemic. Remote learning continues, though. Story tk. https://twitter.com/NaderDIssa/status/1267297605601673216
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BREAKING No10 admits coronavirus ale level is still 4 - despite easing lockdown https://t.co/bnrLqr1rq1 https://twitter.com/danbloom1/status/1267431049224753152
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This is a gigantic lie told by Joe Biden. He DID NOT call for a nationwide lockdown in January in response to the coronavirus. If that were true, why did he keep holding campaign rallies into the 2nd week of March? He can’t be allowed to revise history. https://t.co/jitSxuiu46 https://twitter.com/TimMurtaugh/status/1267488563928719360
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The best pa of this story is that @BilldeBlasio has made it illegal for New Yorkers to go to work for MONTHS, because of the #coronavirus. But it’s perfectly safe out there for his daughter to assist riots and protests! https://twitter.com/RealCandaceO/status/1267427235516100613
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A number of cadets from US Military Academy class of 2020 who were brought back for graduation where Pres Trump is giving address now tested positive for coronavirus. Army spox: "about 1.5 percent” of Class of 2020 who were brought back have tested positive per @barbarastarrcnn https://twitter.com/KristenhCNN/status/1267252133822435330
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15 West Point cadets, who Trump forced back to school so he could give a speech, have now tested positive for the Coronavirus. https://t.co/CS9KhSeQGi https://twitter.com/aravosis/status/1267542243134582793
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First they burned down our economy, impoverishing millions through the lie of #coronavirus virulence. Now they suppo burning down entire cities. This year has been an act of war against @realDonaldTrump and the people that voted for him. The Democrats are truly evil. https://twitter.com/RealCandaceO/status/1267163158772408320
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Main Topical Groups:
N/A
+ ⤓ ?The topics are the nodes (words) that tend to co-occur together in the same context (next to each other).
We use a combination of clustering and graph community detection algorithm (Blondel et al based on Louvain) to identify the groups of nodes are more densely connected together than with the rest of the network. They are aligned closer to each other on the graph and are given a distinct color.
We use a combination of clustering and graph community detection algorithm (Blondel et al based on Louvain) to identify the groups of nodes are more densely connected together than with the rest of the network. They are aligned closer to each other on the graph and are given a distinct color.
Most Influential Elements:
N/A
+ ⤓ ↻ ?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.
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.
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Undo Select Export: PNG Gexf Bigrams
Action Advice:
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Structural Gap
(ask a research question that would link these two topics):N/A
?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.
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.
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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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).
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):loading...
Most Influential Words
(main topics and words according to LDA):loading...
LDA works only for English-language texts at the moment. More support is coming soon, subscribe @noduslabs to be informed.