Coronavirus, Twitter, 9/25/2020 9:47:36 AM, 235961


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Coronavirus_2020-09-25_01-18-53.xlsx
Coronavirus_2020-09-25_01-18-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2020
Short Description:
Coronavirus via NodeXL https://bit.ly/3j5R3CD
@cheese24k
@realdonaldtrump
@kylegriffin1
@coronaupdatebot
@abc
@atrupar
@marklevinshow
@govrondesantis
@cnn
@marienottoli7

Top hashtags:
#coronavirus
#covid19
#maddow
#covid_19
#cooperativaencasa
#breaking
#trumpvirus

Description:
Description
The graph represents a network of 9,478 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 September 2020 at 08:40 UTC.

The requested start date was Friday, 25 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 4-minute period from Tuesday, 22 September 2020 at 03:21 UTC to Thursday, 24 September 2020 at 03:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 9478
Unique Edges : 3843
Edges With Duplicates : 13737
Total Edges : 17580
Number of Edge Types : 5
Retweet : 6250
MentionsInRetweet : 6941
Tweet : 2532
Mentions : 1477
Replies to : 380
Self-Loops : 2568
Reciprocated Vertex Pair Ratio : 0.00120656370656371
Reciprocated Edge Ratio : 0.00241021932995903
Connected Components : 2046
Single-Vertex Connected Components : 615
Maximum Vertices in a Connected Component : 3634
Maximum Edges in a Connected Component : 8188
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.494034
Graph Density : 9.23816778075764E-05
Modularity : 0.51759
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,478 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 September 2020 at 08:40 UTC.

The requested start date was Friday, 25 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 4-minute period from Tuesday, 22 September 2020 at 03:21 UTC to Thursday, 24 September 2020 at 03:25 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Coronavirus
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://www.townandcountrymag.com/society/politics/a34108443/robert-f-kennedy-grandson-max-jared-kushner-trump-coronavirus-whistleblower/?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[33] https://www.cbsnews.com/news/americans-susceptible-covid-19-coronavirus-cdc-director/?ftag=CNM-00-10aab7e&linkId=100342763
[32] https://jp.reuters.com/article/health-coronavirus-cdc-airborne-idJPKCN26C2E2?taid=5f691b871266d20001590299&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[15] https://www.nytimes.com/2020/09/23/arts/music/metropolitan-opera-cancels-coronavirus.html
[14] https://www.palmerreport.com/analysis/coronavirus-vaccine-election-stunt-just-went-down-the-tubes/32470/
[13] https://www.thedailybeast.com/missouris-first-lady-teresa-parson-contracts-coronavirus
[12] https://trib.al/NkPh52p
[11] https://www.buzzfeednews.com/article/amberjamieson/coronavirus-200000-mourning-the-dead
[10] https://www.reuters.com/article/health-coronavirus-australia-state-int-idUSKCN26E3LV?taid=5f6c106ec73641000194c60c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.complex.com/life/2020/09/pentagon-spent-1-billion-coronavirus-body-armor-jet-engines?utm_campaign=complexmag&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G1:
[6] https://www.foxnews.com/media/kayleigh-mcenany-jim-acosta
[4] https://www.univision.com/shows/noticiero-univision/covid-19-la-vacuna-solo-estara-disponible-cuando-sea-segura-y-sin-presion-politica-dice-el-director-de-la-fda-video?utm_campaign=Aqu%C3%AD+y+Ahora,Primer+Impacto,Univision+Noticias,UnivisionSalud&utm_medium=social&utm_source=facebook
[3] https://www.foxnews.com/media/chelsea-clinton-trump-coronavirus-death-toll
[3] https://www.thedailybeast.com/missouris-first-lady-teresa-parson-contracts-coronavirus
[3] https://t.co/AS9RUrJG03
[2] https://www.cnn.com/2020/09/21/asia/taiwan-model-coronavirus-hnk-intl/index.html
[2] https://www.nbcnews.com/news/us-news/ex-nashville-council-member-coronavirus-skeptic-dies-covid-19-n1240645
[2] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fcoronavirus-judges-qcs-call-on-daniel-andrews-to-drop-covid19-omnibus-bill%2fnews-story%2fed5d1771d7800d15ca5f96a14f2cc306
[2] https://justthenews.com/politics-policy/coronavirus/hold-new-congressional-report-says-china-and-who-could-have-helped
[2] https://www.reuters.com/article/health-coronavirus-cdc-airborne-idJPKCN26C2E2

Top URLs in Tweet in G2:
[3] https://www.abc.net.au/news/2020-09-23/how-did-the-uk-end-up-back-under-coronavirus-restrictions/12690190
[1] https://nbcnews.to/2RGUmUM
[1] https://www.motherjones.com/coronavirus-updates/2020/09/dr-fauci-pushes-back-on-rand-pauls-pseudoscience/
[1] https://abcnews.go.com/Politics/trump-kid-aides-argue-joking-slowing-coronavirus-testing/story?id=71404943
[1] https://twitter.com/atrupar/status/1308564962718212096
[1] https://www.independent.co.uk/news/health/coronavirus-vaccine-challenger-trials-imperial-college-london-b561489.html
[1] https://www.floridatoday.com/story/news/2020/09/22/patients-shocked-death-melbourne-doctor-he-had-covid-19/5864676002/

Top URLs in Tweet in G3:
[5] https://www.republicworld.com/world-news/us-news/no-guarantee-coronavirus-vaccines-in-development-would-work-who-chief.html
[5] https://es.panampost.com/efe-panampost/2020/09/22/trump-pide-a-la-onu-que-haga-rendir-cuentas-a-china-por-el-coronavirus/
[5] https://www.kentucky.com/news/coronavirus/article245893935.html
[2] https://www.thesun.co.uk/news/uknews/12741317/wales-covid-rules-curfew-pubs-shops/?utm_medium=Social&utm_campaign=sunmaintwitter&utm_source=Twitter#Echobox=1600865777
[2] https://www.worldometers.info/coronavirus/
[2] https://trib.al/315r8M7
[2] https://www.theatlantic.com/health/archive/2020/09/covid-19-heart-pandemic-coronavirus-myocarditis/616420/
[2] https://www.townandcountrymag.com/society/politics/a34108443/robert-f-kennedy-grandson-max-jared-kushner-trump-coronavirus-whistleblower/
[2] https://www.cnn.com/videos/politics/2020/09/22/white-house-briefing-jim-acosta-kayleigh-mcenany-coronavirus-vpx.cnn
[2] https://www.cbsnews.com/news/covid-it-affects-virutally-nobody-trump-coronavirus-rally/

Top URLs in Tweet in G4:
[29] https://www.cbsnews.com/news/americans-susceptible-covid-19-coronavirus-cdc-director/?ftag=CNM-00-10aab7e&linkId=100342763
[11] https://trib.al/NkPh52p
[9] https://www.reuters.com/article/health-coronavirus-australia-state-int-idUSKCN26E3LV?taid=5f6c106ec73641000194c60c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.newsweek.com/coronavirus-cases-are-rising-again-states-where-they-previously-peaked-1533338?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1600709278
[5] https://www.japantimes.co.jp/news/2020/09/24/world/europe-partial-lockdowns-coronavirus/
[5] https://www.huffpost.com/entry/dogs-sniff-covid-19-helsinki-airport_n_5f6b8253c5b6189caefb1f45?ncid=tweetlnkushpmg00000067
[4] https://www.reuters.com/article/uk-health-coronavirus-britain-lockdown-idUKKCN26C387?taid=5f696b1db2fa5d0001db2443&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.japantimes.co.jp/news/2020/09/23/world/politics-diplomacy-world/us-china-coronavirus-un/
[3] https://www.independent.co.uk/news/uk/politics/coronavirus-latest-uk-matt-hancock-asymptomatic-spread-sage-guidance-infections-b519138.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1600792437
[3] https://www.independent.co.uk/news/world/americas/missouri-governor-opposes-masks-tests-positive-coronavirus-b564175.html?utm_term=Autofeed&utm_medium=Social&utm_content=Echobox&utm_source=Twitter#Echobox=1600912408

Top URLs in Tweet in G5:
[2] https://www.cnn.com/2020/03/30/world/coronavirus-who-masks-recommendation-trnd/index.html
[1] https://www.theaustralian.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.theaustralian.com.au%2fnation%2fpolitics%2fcoronavirus-mental-health-crisis-bill-is-114bn%2fnews-story%2f49af48cbd25820a6f4a6c2715544cd1e
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://www.mcclatchydc.com/news/coronavirus/article244852012.html
[1] https://swprs.org/covid-in-belarus/
[1] https://www.miamiherald.com/news/nation-world/world/americas/article245600805.html
[1] https://www.tennessean.com/restricted/?return=https:%2F%2Fwww.tennessean.com%2Fstory%2Fnews%2Fhealth%2F2020%2F09%2F18%2Ftennessee-coronavirus-13800-mislabeled-as-active-after-recovery%2F5772201002%2F

Top URLs in Tweet in G6:
[7] https://www.baltimoresun.com/opinion/op-ed/bs-ed-op-0417-trump-coronavirus-good-job-20200416-3erb7wcgrbe25e3afzemnkwl34-story.html
[5] https://www.breitbart.com/politics/2020/09/23/democrats-block-coronavirus-aid-for-small-businesses-workers/
[1] https://www.breitbart.com/economy/2020/09/21/nyt-elites-ghost-their-illegal-migrants-in-coronavirus-crash/
[1] https://trib.al/0hXUAVW

Top URLs in Tweet in G7:
[6] https://www.thedailybeast.com/the-coronavirus-death-toll-in-the-united-states-compared-to-pearl-harbor-september-11-benghazi-and-more/
[2] https://www.politico.com/newsletters/politico-nightly-coronavirus-special-edition/2020/09/23/new-poll-no-vax-bump-for-trump-490416
[2] https://www.washingtonpost.com/nation/2020/09/22/trump-coronavirus-young-people/
[2] https://www.axios.com/trump-coronavirus-death-toll-100000-measures-72b30de4-2297-4766-9775-9e02b2f95b7a.html
[1] https://www.politico.com/news/2020/09/23/missouri-governor-parson-coronavirus-420755
[1] https://www.politico.com/news/2020/09/22/trump-supreme-court-coronavirus-420237
[1] https://politi.co/349xFi3
[1] https://www.politico.com/news/2020/09/23/anthony-fauci-rand-paul-coronavirus-response-420602
[1] https://www.washingtonpost.com/nation/2020/09/22/coronavirus-covid-live-updates-us/
[1] https://twitter.com/bylenasun/status/1308222120774819841?s=19

Top URLs in Tweet in G8:
[6] https://www.pbs.org/newshour/show/how-a-focus-on-cleaning-surfaces-can-distract-from-actual-virus-spread
[3] https://www.washingtonpost.com/health/coronavirus-fall-projections-second-wave/2020/09/04/6edb3392-ed61-11ea-99a1-71343d03bc29_story.html
[3] https://morningconsult.com/2020/09/17/medicaid-fmap-funding-states-coronavirus/
[2] https://twitter.com/drericding/status/1308008060854599686
[2] https://to.pbs.org/2RKWD15
[2] https://www.thedailybeast.com/missouris-first-lady-teresa-parson-contracts-coronavirus
[1] https://www.wsj.com/articles/a-fast-coronavirus-vaccine-without-cutting-corners-11590954444?redirect=amp#click=https://t.co/CdfU6yrV5f
[1] https://www.washingtonpost.com/nation/2020/09/21/cdc-covid-aerosols-airborne-guidelines/
[1] https://www.cnn.com/2020/09/20/health/cdc-coronavirus-airborne-transmission/index.html
[1] https://www.reuters.com/article/us-health-coronavirus-science-idUSKCN26C2X1

Top URLs in Tweet in G9:
[3] https://www.nytimes.com/2020/05/14/opinion/coronavirus-young-people.html?referringSource=articleShare
[2] https://www.buzzfeednews.com/article/danvergano/cdc-coronavirus-aerosol-reversal?utm_source=dynamic&utm_campaign=bftwbuzzfeed&ref=bftwbuzzfeed
[1] https://www.npr.org/sections/coronavirus-live-updates/2020/09/23/916240547/missouri-governor-and-wife-test-positive-for-covid-19?utm_term=nprnews&utm_campaign=npr&utm_medium=social&utm_source=twitter.com
[1] https://www.npr.org/sections/coronavirus-live-updates/2020/09/21/915351325/cdc-publishes-then-withdraws-guidance-on-aerosol-spread-of-coronavirus?utm_campaign=npr&utm_term=nprnews&utm_medium=social&utm_source=twitter.com
[1] https://cnn.it/3cvgICo
[1] https://cnn.it/32NPbsl
[1] https://cnn.it/33JRiNk
[1] https://cnn.it/2Ev7lpK
[1] https://cnn.it/2EoBgja
[1] https://cnn.it/3hNWrJa

Top URLs in Tweet in G10:
[2] https://www.boston.com/news/coronavirus/2020/08/17/herd-immunity
[1] https://www.washingtonpost.com/health/2020/09/23/houston-coronavirus-mutations/?arc404=true&no_nav=true&tid=a_classic-iphone&p9w22b2p=b2p22p9w00098
[1] https://twitter.com/DrDenaGrayson/status/1308429672859009024?s=20
[1] https://www.reuters.com/article/us-health-coronavirus-science-idUSKCN26C2X1
[1] https://www.washingtonpost.com/health/2020/09/22/fda-covid-vaccine-approval-standard/
[1] https://twitter.com/politicususa/status/1308582648416210944
[1] https://twitter.com/drericding/status/1308879683669422082
[1] https://twitter.com/drdenagrayson/status/1308743854401740803?s=21
[1] https://twitter.com/drdenagrayson/status/1308743854401740803
[1] https://www.floridatoday.com/story/news/2020/09/22/patients-shocked-death-melbourne-doctor-he-had-covid-19/5864676002/

Top Domains
Top Domains in Tweet in Entire Graph:
[162] twitter.com
[150] reuters.com
[105] nytimes.com
[93] co.uk
[82] washingtonpost.com
[75] cnn.com
[73] trib.al
[66] bit.ly
[54] com.au
[42] cbsnews.com

Top Domains in Tweet in G1:
[27] twitter.com
[17] co.uk
[16] nytimes.com
[16] reuters.com
[16] foxnews.com
[15] cnn.com
[12] theguardian.com
[12] com.ar
[12] washingtonpost.com
[11] com.au

Top Domains in Tweet in G2:
[3] net.au
[1] nbcnews.to
[1] motherjones.com
[1] go.com
[1] twitter.com
[1] co.uk
[1] floridatoday.com

Top Domains in Tweet in G3:
[10] cnn.com
[7] twitter.com
[5] republicworld.com
[5] panampost.com
[5] reddit.com
[5] kentucky.com
[4] nytimes.com
[3] co.uk
[3] trib.al
[2] foxnews.com

Top Domains in Tweet in G4:
[37] reuters.com
[33] cbsnews.com
[22] trib.al
[11] co.uk
[9] cnn.it
[9] co.jp
[7] huffpost.com
[7] newsweek.com
[4] reut.rs
[4] washingtonpost.com

Top Domains in Tweet in G5:
[2] cnn.com
[1] com.au
[1] cdc.gov
[1] mcclatchydc.com
[1] swprs.org
[1] miamiherald.com
[1] tennessean.com

Top Domains in Tweet in G6:
[7] baltimoresun.com
[6] breitbart.com
[1] trib.al

Top Domains in Tweet in G7:
[6] politico.com
[6] thedailybeast.com
[3] washingtonpost.com
[2] twitter.com
[2] axios.com
[1] politi.co
[1] nbcnews.com
[1] vox.com

Top Domains in Tweet in G8:
[10] pbs.org
[6] washingtonpost.com
[3] twitter.com
[3] morningconsult.com
[2] cnn.com
[2] thedailybeast.com
[1] wsj.com
[1] reuters.com
[1] theguardian.com
[1] co.uk

Top Domains in Tweet in G9:
[13] cnn.it
[7] nytimes.com
[2] npr.org
[2] trib.al
[2] nyti.ms
[2] buzzfeednews.com
[1] yahoo.com
[1] twitter.com
[1] fox11online.com
[1] reuters.com

Top Domains in Tweet in G10:
[6] twitter.com
[3] washingtonpost.com
[2] nytimes.com
[2] boston.com
[1] reuters.com
[1] floridatoday.com
[1] usatoday.com
[1] nbcnews.com
[1] newsmax.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[783] coronavirus
[456] covid19
[105] maddow
[46] covid_19
[30] cooperativaencasa
[26] breaking
[25] trumpvirus
[25] covid
[20] corona
[19] trumplied200kamericansdied



Top Hashtags in Tweet in G1:
[112] coronavirus
[72] covid19
[13] corona
[11] covid
[10] covid_19
[7] colombia
[5] smartnews
[5] news
[4] pandemic
[4] virus

Top Hashtags in Tweet in G2:
[6] mnuchin
[6] covid19
[6] coronavirus

Top Hashtags in Tweet in G3:
[20] coronavirus
[15] covid19
[7] trumplied200kamericansdied
[5] wuhan
[5] heroesact2now
[5] trumplied200kdied
[4] eeuu
[4] 30munemployed
[4] stocksplunge
[3] trumpvirus

Top Hashtags in Tweet in G4:
[12] coronavirus
[3] covid19
[2] hospitalceciliagrierson
[2] covid
[2] spagna
[2] politicalcartoons
[2] editorialcartoon
[2] pandemic
[1] republicowards

Top Hashtags in Tweet in G5:
[6] breaking
[1] trump2020
[1] kag

Top Hashtags in Tweet in G7:
[3] coronavirus

Top Hashtags in Tweet in G8:
[12] covid19
[4] byekayleigh
[2] coronavirus
[1] maskup
[1] trumplied200kamericansdied

Top Hashtags in Tweet in G9:
[1] fakenews
[1] trumpvirus
[1] trumpliesamericansdie
[1] coronavirus
[1] covid19

Top Hashtags in Tweet in G10:
[74] coronavirus
[21] covid19
[13] trumpvirus
[13] trumpliesamericansdie
[4] florida
[3] vaccine
[2] byekayleigh
[2] aerosol
[2] mask
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[5156] coronavirus
[1575] 000
[1327] 200
[1168] covid
[1098] 19
[1039] trump
[998] deaths
[783] #coronavirus
[639] president
[619] people

Top Words in Tweet in G1:
[393] coronavirus
[112] #coronavirus
[99] covid
[76] 19
[72] #covid19
[46] trump
[41] cases
[41] क
[35] deaths
[34] र

Top Words in Tweet in G2:
[407] coronavirus
[354] president
[353] 200
[353] 000
[339] day
[339] deaths
[314] kylegriffin1
[290] wearing
[289] tonight
[289] mocked

Top Words in Tweet in G3:
[173] coronavirus
[158] realdonaldtrump
[74] 000
[66] 200
[50] deaths
[49] trump
[42] president
[30] video
[26] whitehouse
[26] one

Top Words in Tweet in G4:
[152] coronavirus
[70] covid
[70] 19
[47] reuters
[44] cdc
[39] more
[38] 000
[33] daily
[31] americans
[30] cbsnews

Top Words in Tweet in G5:
[147] last
[147] infected
[145] week
[145] 99
[145] 20
[144] adam_creighton
[144] 19
[143] govt
[143] updated
[143] survival

Top Words in Tweet in G6:
[144] marklevinshow
[124] deaths
[124] one
[116] surpass
[116] 200
[116] 000
[116] covid
[116] 19
[116] chyron
[116] nightly

Top Words in Tweet in G7:
[159] coronavirus
[129] trump
[128] atrupar
[127] 000
[119] 200
[90] americans
[86] affects
[86] virtually
[86] nobody
[86] killed

Top Words in Tweet in G8:
[106] coronavirus
[102] drericding
[63] need
[62] pandemic
[59] ve
[59] enough
[59] goodbye
[59] naysayers
[59] deniers
[59] dangerous

Top Words in Tweet in G9:
[109] coronavirus
[65] cnn
[37] 000
[34] covid
[34] 19
[33] 20
[33] best
[31] couldn
[31] happened
[31] supposed

Top Words in Tweet in G10:
[113] trump
[86] 000
[84] 200
[82] died
[81] coronavirus
[81] americans
[74] #coronavirus
[65] drdenagrayson
[49] more
[48] kayleigh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1282] 200,000
[921] covid,19
[538] coronavirus,deaths
[456] 000,coronavirus
[354] 000,americans
[323] surpassed,200
[318] face,masks
[303] mocked,wearing
[303] wearing,face
[303] masks,day

Top Word Pairs in Tweet in G1:
[72] covid,19
[27] #coronavirus,#covid19
[21] 200,000
[13] coronavirus,vaccine
[10] contra,coronavirus
[10] coronavirus,pandemic
[10] 000,coronavirus
[9] coronavirus,cases
[9] coronavirus,deaths
[8] 19,cases

Top Word Pairs in Tweet in G2:
[353] 200,000
[339] 000,coronavirus
[339] coronavirus,deaths
[289] tonight,president
[289] president,mocked
[289] mocked,wearing
[289] wearing,face
[289] face,masks
[289] masks,day
[289] day,surpassed

Top Word Pairs in Tweet in G3:
[65] 200,000
[29] president,realdonaldtrump
[27] coronavirus,deaths
[22] 000,coronavirus
[18] haven't,anything
[18] anything,hitting
[18] hitting,200
[16] coronavirus,made
[14] today,president
[14] realdonaldtrump,addressed

Top Word Pairs in Tweet in G4:
[70] covid,19
[29] more,90
[29] 90,americans
[29] americans,still
[29] still,susceptible
[29] susceptible,covid
[29] 19,cdc
[29] cdc,director
[28] cbsnews,more
[26] 200,000

Top Word Pairs in Tweet in G5:
[143] govt,last
[143] last,week
[143] week,updated
[143] updated,survival
[143] survival,rates
[143] rates,infected
[143] infected,covid19
[143] covid19,19
[143] 19,99
[143] 99,997

Top Word Pairs in Tweet in G6:
[116] surpass,200
[116] 200,000
[116] 000,covid
[116] covid,19
[116] 19,deaths
[116] deaths,one
[116] one,chyron
[116] chyron,nightly
[116] nightly,news
[116] news,program

Top Word Pairs in Tweet in G7:
[119] 200,000
[86] affects,virtually
[86] virtually,nobody
[86] coronavirus,killed
[85] 000,americans
[81] nobody,trump
[81] trump,coronavirus
[81] killed,200
[81] americans,counting
[80] atrupar,affects

Top Word Pairs in Tweet in G8:
[59] ve,enough
[59] enough,need
[59] need,goodbye
[59] goodbye,coronavirus
[59] coronavirus,naysayers
[59] naysayers,pandemic
[59] pandemic,deniers
[59] deniers,dangerous
[31] hence,ve
[30] drericding,hence

Top Word Pairs in Tweet in G9:
[34] covid,19
[31] couldn,coronavirus
[31] coronavirus,happened
[31] happened,20
[31] 20,supposed
[31] supposed,best
[31] best,years
[30] karisstrickett,couldn
[26] coronavirus,pandemic
[22] tested,positive

Top Word Pairs in Tweet in G10:
[84] 200,000
[80] americans,died
[79] 000,americans
[54] drdenagrayson,trump
[48] kayleigh,mcenany
[42] trump,minions
[42] minions,keep
[42] keep,lying
[42] lying,deadly
[42] deadly,#coronavirus

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joebiden
@whitehouse
@realvindusingh
@mike_pence
@drdenagrayson
@govkristinoem
@daniellevitt22
@albatrostv
@loudobbs

Top Replied-To in G2:
@kylegriffin1

Top Replied-To in G3:
@realdonaldtrump
@whitehouse
@mike_pence
@donaldjtrumpjr
@governorkayivey
@govkemp
@thehill
@dearauntcrabby
@wisconsinvotes1
@joelockhart

Top Replied-To in G4:
@blackamerican33
@fathasfinest1
@ddave59
@msbattle46
@maga_cdr
@reuters

Top Replied-To in G5:
@giaolson6

Top Replied-To in G7:
@atrupar
@therightmelissa
@acosta
@ecu_alum
@jojofromjerz
@tb_times

Top Replied-To in G8:
@aslavitt

Top Replied-To in G9:
@cnn
@npr

Top Replied-To in G10:
@drdenagrayson
@mccaffreyr3
@meidastouch

Top Mentioned
Top Mentioned in Entire Graph:
@kylegriffin1
@marklevinshow
@adam_creighton
@atrupar
@realdonaldtrump
@drericding
@bts_twt
@cptfunkadunk
@billboard
@speakerpelosi

Top Mentioned in G1:
@jpgupta37340514
@saabelieves
@iamnoticias
@jimpeoples7
@opulent_creates
@greene896
@stigmabase
@yossigestetner
@noticiasupdate1
@duelesmexico_

Top Mentioned in G2:
@kylegriffin1
@mollyjongfast
@dwuhlfelderlaw
@andyostroy
@jimrhoughton
@allinwithchris
@peteralexander
@atrupar

Top Mentioned in G3:
@realdonaldtrump
@whitehouse
@mike_pence
@senatemajldr
@joebiden
@ewarren
@federalreserve
@ivankatrump
@thejusticedept
@presssec

Top Mentioned in G4:
@reuters
@cbsnews
@cnni
@washingtonpost
@cnnbrk
@huffpost
@independent
@financialtimes
@japantimes
@aynrandpaulryan

Top Mentioned in G5:
@adam_creighton
@thedatadonald
@aginnt
@stevedeaceshow
@ozraeliavi
@wyn1745
@johnquiggin
@brettkelman
@foxnashville
@starultranova

Top Mentioned in G6:
@marklevinshow
@breitbartnews
@mspdcali
@luanamaclac
@markbednar

Top Mentioned in G7:
@atrupar
@politico
@acosta
@noahshachtman
@teampelosi
@kylegriffin1
@jasonmillman
@jojofromjerz
@joannekenen
@jeffrus31916331

Top Mentioned in G8:
@drericding
@aslavitt
@newshour
@motherjones
@thestephsy
@meidastouch
@seungminkim
@wmbrangham
@drdenagrayson
@alinouriphd

Top Mentioned in G9:
@cnn
@karisstrickett
@npr
@alexnazaryan
@nytopinion
@ashishkjha
@theleadcnn
@maragay
@fox11news
@erictopol

Top Mentioned in G10:
@drdenagrayson
@peteralexander
@keithboykin
@windsormann
@projectlincoln
@chrislu44
@kylegriffin1
@meidastouch
@therickwilson
@justnoreen

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@kakusan_rt
@pulpnews
@zazoomblog
@missb62
@tomthunkitsmind
@americanair
@oldlady12345
@extravzla
@contrapuntovzla

Top Tweeters in G1:
@pulpnews
@zazoomblog
@extravzla
@contrapuntovzla
@pairsonnalites
@portaldiarioar
@mitimoto3
@orgetorix
@2001online
@agenparl

Top Tweeters in G2:
@angelakorras
@ydanasmithdutra
@limeylizzie
@chuckw12
@lindakws1
@serabbi
@lininohio
@thebigship
@carstarr6
@stevgole

Top Tweeters in G3:
@56perumal
@thehill
@businessinsider
@thesun
@rcdewinter
@simplify77
@stcom
@cnbc
@jambie61
@asoldiersvoice

Top Tweeters in G4:
@independent
@reuters
@huffpost
@leocullen4
@world_news_eng
@lorettabower3
@eigensinn83
@le_parisien
@corriere
@washingtonpost

Top Tweeters in G5:
@socaledgygal
@wyn1745
@jillian19743032
@foxnashville
@innreach
@cyndi7whale
@killermicrobe
@guinnbonnie
@luvofcountry
@nana4trump2020

Top Tweeters in G6:
@yojudenz
@mmarty1230
@ocraziocornpop
@luanamaclac
@accident
@doc_tarry3
@usacit1970
@bakersbits
@mspdcali
@patriciascrens1

Top Tweeters in G7:
@roripierpont1
@lauriespoon
@gadflyquebec
@politico
@colleenholt20
@calatayud7
@ashqui_ventures
@mmehenriquez
@denali99
@tb_times

Top Tweeters in G8:
@bulldoghill
@upchuck66
@stageyaneu
@vainsovain
@writer6
@carriweatherwax
@motherjones
@debrahange1
@violetreads
@fahyhallowell

Top Tweeters in G9:
@larryswaiiows
@whirledcitizen_
@stacymichelleb
@njmike731
@violue
@cnn
@orchidlady303
@jdignum
@dummieyblondiey
@buzzfeed

Top Tweeters in G10:
@beverlynotmypre
@therickwilson
@alexanderkaty
@jimenezana
@55andwhat
@o_moh9
@celestebyrne3
@fluffysays
@bbonnie123
@caroles54218418


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