COVID-19, Twitter, 9/19/2020 9:20:44 AM, 235461


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COVID-19_2020-09-19_00-00-01.xlsx
COVID-19_2020-09-19_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2RHojnK
@realdonaldtrump
@joebiden
@tuckercarlson
@mmpadellan
@amarujalanews
@cnn
@who
@johncooper4nash
@ghostwick14
@johnnybgde

Top hashtags:
#covid19
#covid_19
#covid__19
#coronavirus
#covid
#bidentownhall
#envideo

Description:
Description
The graph represents a network of 10,401 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 07:18 UTC.

The requested start date was Saturday, 19 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, 2-minute period from Wednesday, 16 September 2020 at 03:15 UTC to Friday, 18 September 2020 at 03:17 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 : 10401
Unique Edges : 5298
Edges With Duplicates : 13210
Total Edges : 18508
Number of Edge Types : 5
Retweet : 6032
MentionsInRetweet : 7022
Tweet : 2844
Mentions : 2114
Replies to : 496
Self-Loops : 2884
Reciprocated Vertex Pair Ratio : 0.00349116299367227
Reciprocated Edge Ratio : 0.00695803435529463
Connected Components : 2536
Single-Vertex Connected Components : 703
Maximum Vertices in a Connected Component : 3154
Maximum Edges in a Connected Component : 6797
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.879336
Graph Density : 8.5032504271039E-05
Modularity : 0.548064
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 10,401 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 07:18 UTC.

The requested start date was Saturday, 19 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, 2-minute period from Wednesday, 16 September 2020 at 03:15 UTC to Friday, 18 September 2020 at 03:17 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 : COVID-19
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:
[90] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[65] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19/amp
[61] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[61] http://fox17.com/error
[28] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[20] https://thediplomat.com/2020/09/pakistans-fight-against-covid-19-has-made-imran-khan-stronger/
[20] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[17] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5
[16] https://www.filingsearch.com/omp/202009147541/ex
[12] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/

Top URLs in Tweet in G1:
[8] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[7] http://fox17.com/error
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5
[3] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[2] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[2] https://www.ctvnews.ca/health/coronavirus/for-some-covid-19-patients-the-first-symptom-is-not-a-cough-but-a-stroke-1.5106398
[2] https://www.infobae.com/america/tendencias-america/2020/09/15/cientificos-descubren-un-componente-de-anticuerpo-que-neutraliza-el-covid-19/
[2] https://twinybots.ch/
[2] https://www.elperiodista.cl/brasil-vuelve-a-superar-1-000-muertes-en-un-dia-causadas-por-covid-19/
[2] https://selangorkini.my/2020/09/covid-19-antara-faktor-operasi-hospital-medan-coxs-bazar-ditamat-awal/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[5] https://helaco.org/
[3] https://www.zerohedge.com/medical/rogue-chinese-virologist-joins-twitter-publishes-evidence-covid-19-created-lab
[3] https://www.washingtonexaminer.com/news/cdc-slammed-on-twitter-for-warning-that-cloth-masks-dont-offer-protection-from-wildfire-smoke
[2] https://www.spectator.co.uk/article/covid-19-and-the-false-positive-trap
[2] https://data.cdc.gov/NCHS/Provisional-COVID-19-Death-Counts-by-Sex-Age-and-S/9bhg-hcku/data
[2] https://www.reuters.com/article/us-health-coronavirus-canada-idCAKBN26301J?taid=5f5c35019ce301000129bbe2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-who-idUSKBN2661GF?taid=5f60aa9552e7ef0001208b55&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/health-coronavirus-vaccine-spain-idUSKBN2662NL?taid=5f617e8a07638d00018d0fc3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/health-coronavirus-astrazeneca-int-idUSKBN2672YJ?taid=5f6252b9feb41b00014701c8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://twitter.com/HelenBranswell/status/1306239673312960512

Top URLs in Tweet in G3:
[5] https://trib.al/htuOczl
[3] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[2] https://trib.al/kyKgMgM
[2] https://www.youtube.com/watch?v=f0j6adNroo4&feature=youtu.be

[1] https://twitter.com/FOXNashville/status/1306412830422454273
[1] https://twitter.com/blairbrandt/status/1306024924453240835
[1] https://www.pscp.tv/w/cjES6TFvUEVMQkJiT2xyS2R8MVBsSlFOeUREVnZ4RdXz2tXlSUuh8je36teVZIM-Yo3P43WwnhlHq1J688KZ
[1] https://www.nbcnews.com/politics/2020-election/biden-slams-white-house-s-covid-promises-i-trust-vaccines-n1240265
[1] https://twitter.com/donmoyn/status/1306614873502224385
[1] https://twitter.com/realdonaldtrump/status/1306557587375128576

Top URLs in Tweet in G4:
[63] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19/amp
[11] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[7] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[5] https://www.msnbc.com/all-in/watch/dr-fauci-says-he-will-raise-flags-if-corners-are-cut-on-covid-19-vaccine-92022341693
[2] https://www.theatlantic.com/ideas/archive/2020/09/duty-warn/616376/
[2] https://www.dailykos.com/stories/1978226
[2] https://twitter.com/amymcgrathky/status/1306700236086226944
[1] https://cnn.it/2ZNFF6I
[1] https://www.nytimes.com/2020/09/17/health/coronavirus-testing-cdc.html?referringSource=articleShare
[1] https://twitter.com/kylegriffin1/status/1306782494809714688

Top URLs in Tweet in G5:
[21] http://fox17.com/error
[5] https://www.theblaze.com/news/vitamin-d-sunshine-fight-covid
[4] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[2] https://www.theblaze.com/news/house-dems-pass-resolution-condemning-anti-asian-sentiment-related-to-covid-19-including-phrases-like-china-virus
[2] https://fox17.com/news/local/a-slap-in-the-face-leaked-covid-19-emails-from-nashville-mayors-office-leave-broadway-bar-business-owners-furious-tennessee-coronavirus-pandemic
[2] https://tennesseelookout.com/2020/08/04/nashville-restaurants-and-bars-account-for-few-confirmed-covid-19-cases/
[2] https://nypost.com/2020/09/16/joe-biden-urges-covid-19-vaccine-plan-admits-he-didnt-read-trumps/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://www.spectator.co.uk/article/covid-19-and-the-false-positive-trap
[1] https://twitter.com/kevinro32551512/status/1306422861586993154
[1] https://www.theblaze.com/news/covid-19-lockdowns-are-the-greatest-intrusion-on-civil-liberties-in-american-history-besides-slavery-ag-barr-says

Top URLs in Tweet in G6:
[7] https://www.youtube.com/watch?v=f0j6adNroo4&feature=youtu.be

[5] https://people.com/human-interest/pastor-told-congregation-didnt-have-to-wear-masks-icu-coronavirus/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=5f64268752e7ef00013090fe
[3] https://people.com/human-interest/anti-maskers-forced-to-dig-coronavirus-graves-in-indonesia/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=5f640d31feb41b0001c9ae9a
[3] https://rdnewsnow.com/2020/09/17/lindsay-thurber-high-school-confirms-a-case-of-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[2] https://people.com/country/miranda-lambert-music-brought-joy-comfort-coronavirus-pandemic/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=5f62b34107638d0001f2a42d
[2] https://www.youtube.com/watch?v=LT8-QY2fi8U&feature=youtu.be

[2] https://www.cdc.gov/mmwr/volumes/69/wr/mm6937a6.htm?s_cid=mm6937a6_w
[2] https://www.vox.com/2020/9/16/21439089/problem-solvers-caucus-house-senate-stimulus-covid-19
[2] https://www.nationalreview.com/2020/09/scott-atlas-attacked-for-joining-white-house-covid-19-task-force/
[2] https://www.teachers.ab.ca/News%20Room/Issues/COVID-19/2020-School-Re-entry/Pages/Teacher-Pandemic-Pulse-Survey-Results--Fall-2020.aspx

Top URLs in Tweet in G7:
[1] https://rawstory.com/2020/09/everyone-in-america-should-be-outraged-mcconnell-quietly-rams-through-more-lifetime-trump-judges-while-blocking-19-relief/
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/herd-immunity-and-coronavirus/art-20486808
[1] https://americanindependent.com/donald-trump-covid-19-deaths-200000-blue-states/

Top URLs in Tweet in G8:
[6] https://mazo4f.com/ante-segunda-ola-de-covid-19-la-oms-insta-a-vacunarse-contra-la-gripe
[5] https://mazo4f.com/sepa-por-cuanto-tiempo-puede-transmitir-el-virus-un-enfermo-de-covid-19-despues-de-recuperarse
[5] https://mazo4f.com/el-detector-bio-dispositivo-ruso-capaz-de-hallar-covid-19-en-el-aire
[5] https://mazo4f.com/enterese-para-que-fecha-las-clases-podrian-volver-a-ser-presenciales-covid-19
[4] https://www.vtv.gob.ve/oms-rusia-respuestas-sin-precedentes-covid-19/
[4] https://www.vtv.gob.ve/migracion-inversa-en-venezuela-94-de-los-casos-importados-de-covid-19-han-llegado-contagiados-desde-colombia-y-brasil/
[4] https://www.vtv.gob.ve/venezuela-casos-covid-16092020-final-2/
[3] https://www.vtv.gob.ve/canciller-venezuela-rechazo-brasil/
[3] https://www.vtv.gob.ve/dos-millones-509-mil-acciones-desifeccion-ejecutadas-pais-covid-19/
[3] https://www.vtv.gob.ve/ops-carissa-etienne-america-covid19-inicio-actividades/

Top URLs in Tweet in G9:
[10] https://www.icmr.gov.in
[4] https://bit.ly/2ZHeH0G
[3] https://alwaleedphilanthropies.org/news/alwaleed-philanthropies-allocates-30-million-battle-against-covid-19
[2] https://www.ft.com/content/68efa138-73e3-4c36-9f29-2e37d39b2d71
[2] http://ow.ly/cCsB102mjwR
[2] https://heraldodemexico.com.mx/orbe/oms-revela-la-fecha-en-que-cubrebocas-ya-no-sera-necesario-y-el-mundo-supere-el-covid-19/
[2] https://www.20minutes.fr/societe/2863559-20200916-coronavirus-statistiques-sous-estimeraient-ampleur-hecatombe-chez-infirmieres-selon-rapport?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1600290531
[2] https://heraldodemexico.com.mx/opinion/la-normalizacion-del-disparate-amlo-covid-19-lopez-gatell-avion-presidencial-cndh/
[2] https://www.hindustantimes.com/india-news/covid-19-maharashtra-set-to-cross-1-1-million-cases/story-ivrb20H4DFEKHCkhJM567O.html
[1] https://www.unicef.org/documents/considerations-school-related-public-health-measures-context-covid-19

Top URLs in Tweet in G10:
[1] https://azcapitoltimes.com/news/2020/08/03/health-director-testifies-in-gym-closure-lawsuit/
[1] https://twitter.com/claytravis/status/1306422272824152065
[1] http://fox17.com/error
[1] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[1] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab

Top Domains
Top Domains in Tweet in Entire Graph:
[204] twitter.com
[157] fox17.com
[132] nypost.com
[104] bit.ly
[102] newyorker.com
[52] mazo4f.com
[47] gob.ve
[44] youtube.com
[41] com.mx
[35] cnn.com

Top Domains in Tweet in G1:
[47] twitter.com
[13] com.mx
[11] msn.com
[11] fox17.com
[10] cnn.com
[8] newyorker.com
[7] google.com
[7] linkedin.com
[7] tribunnews.com
[7] medium.com

Top Domains in Tweet in G2:
[8] reuters.com
[7] cnn.it
[7] twitter.com
[5] zerohedge.com
[5] helaco.org
[4] co.uk
[4] washingtonexaminer.com
[3] nytimes.com
[3] france24.com
[2] cdc.gov

Top Domains in Tweet in G3:
[8] trib.al
[5] twitter.com
[4] newyorker.com
[2] cnn.it
[2] youtube.com
[2] cnn.com
[1] pscp.tv
[1] nbcnews.com
[1] msnbc.com
[1] abcn.ws

Top Domains in Tweet in G4:
[81] newyorker.com
[5] msnbc.com
[4] twitter.com
[2] theatlantic.com
[2] dailykos.com
[1] cnn.it
[1] nytimes.com
[1] thedailyrecord.com

Top Domains in Tweet in G5:
[29] fox17.com
[9] theblaze.com
[3] twitter.com
[3] nypost.com
[2] tennesseelookout.com
[1] co.uk
[1] newschannel5.com
[1] justthenews.com
[1] gov.scot

Top Domains in Tweet in G6:
[21] youtube.com
[10] people.com
[4] cdc.gov
[3] rdnewsnow.com
[3] usatoday.com
[2] vox.com
[2] nationalreview.com
[2] ab.ca
[2] politico.com
[1] spokesman.com

Top Domains in Tweet in G7:
[1] rawstory.com
[1] mayoclinic.org
[1] americanindependent.com

Top Domains in Tweet in G8:
[51] mazo4f.com
[47] gob.ve
[6] org.ve
[5] bit.ly
[4] twitter.com
[4] globovision.com
[3] lostiempos.com
[3] com.ve
[2] redradiove.com
[1] dailymotion.com

Top Domains in Tweet in G9:
[10] gov.in
[8] bit.ly
[4] com.mx
[4] twitter.com
[3] ft.com
[3] alwaleedphilanthropies.org
[3] hindustantimes.com
[2] nenow.in
[2] ow.ly
[2] 20minutes.fr

Top Domains in Tweet in G10:
[2] nypost.com
[1] azcapitoltimes.com
[1] twitter.com
[1] fox17.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[366] covid19
[308] covid_19
[147] covid__19
[125] coronavirus
[78] covid
[60] bidentownhall
[44] envideo
[40] saludyeducaciónencasa
[31] diálogodemocraciaypaz
[30] trumplied200kdied



Top Hashtags in Tweet in G1:
[52] covid19
[43] covid__19
[40] covid_19
[29] coronavirus
[16] covid
[15] sb5051
[15] sb5089
[10] corona
[8] news
[8] covidー19

Top Hashtags in Tweet in G2:
[7] covid_19
[6] covid19
[4] maga
[4] covid__19
[3] covid
[3] ccpliedpeopledied
[3] trumptheantichrist
[3] trumplied200kdied
[3] coronavirus
[2] bidentownhall

Top Hashtags in Tweet in G3:
[45] bidentownhall
[3] trumpownseverydeath

Top Hashtags in Tweet in G4:
[4] bidentownhall
[2] ditchmitch
[2] covid__19

Top Hashtags in Tweet in G5:
[2] covid__19
[1] nashville
[1] maga
[1] kag
[1] foxnews
[1] trumprallys
[1] election2020
[1] debate2020
[1] census2020
[1] donaldtrump

Top Hashtags in Tweet in G6:
[21] covid19
[3] corona
[2] nstnation
[2] facemasks
[2] abed
[2] ableg
[2] bidenharris
[2] buildbackbetter
[2] covid_19
[2] bringbackcarrerwillapp

Top Hashtags in Tweet in G7:
[4] trumphidthetruth
[2] bidentownhall
[2] covid_19
[1] trumpwantstoinfectus

Top Hashtags in Tweet in G8:
[44] envideo
[40] saludyeducaciónencasa
[28] diálogodemocraciaypaz
[23] covid_19
[17] unidosnosotrosvenceremos
[14] 6dvictoriachavista
[13] laverdaddevenezuela
[11] 9/16/2020 12:00:00 AM
[10] saludyeducacionencasa
[8] notimippci

Top Hashtags in Tweet in G9:
[20] covid19
[10] covid_19
[10] icmrfightscovid19
[5] who
[3] covax
[2] children
[2] covid
[2] covid__19
[2] coronavirus
[2] covid19india

Top Hashtags in Tweet in G10:
[1] reopenarizona

Top Words
Top Words in Tweet in Entire Graph:
[6981] covid
[6705] 19
[848] trump
[576] more
[547] people
[477] pandemic
[397] during
[397] chinese
[376] cases
[367] #covid19

Top Words in Tweet in G1:
[641] covid
[636] 19
[54] people
[52] #covid19
[52] trump
[51] क
[45] helps
[43] casos
[43] #covid__19
[40] #covid_19

Top Words in Tweet in G2:
[241] covid
[219] 19
[103] realdonaldtrump
[70] cnn
[41] trump
[31] americans
[30] coronavirus
[30] people
[28] deaths
[27] biden

Top Words in Tweet in G3:
[331] covid
[326] 19
[268] joebiden
[179] americans
[173] trump
[95] more
[93] crisis
[93] pandemic
[92] during
[91] 100

Top Words in Tweet in G4:
[173] troye
[146] olivia
[125] former
[90] conversation
[89] covid
[88] during
[85] struck
[85] young
[84] long
[79] 19

Top Words in Tweet in G5:
[208] covid
[157] 19
[125] nashville
[110] foxnashville
[100] disturbing
[92] office
[72] mayor
[67] emails
[64] mayor's
[61] show

Top Words in Tweet in G6:
[108] covid
[101] 19
[42] vaccine
[37] maddow
[37] pastor
[37] trump
[33] church
[32] opened
[32] large
[32] person

Top Words in Tweet in G7:
[184] 19
[183] covid
[84] more
[66] mmpadellan
[66] states
[63] blue
[58] plan
[58] pandemic
[57] reminder
[57] jared

Top Words in Tweet in G8:
[283] covid
[281] 19
[92] casos
[84] vtvcanal8
[72] venezuela
[64] contra
[53] importados
[44] #envideo
[41] conelmazodando
[40] #saludyeducaciónencasa

Top Words in Tweet in G9:
[60] covid
[59] 19
[31] क
[24] र
[20] #covid19
[14] testing
[14] mohfw_india
[14] pmoindia
[14] स
[13] more

Top Words in Tweet in G10:
[165] covid
[161] 19
[78] lrihendry
[77] arizona
[72] repandybiggsaz
[60] positive
[60] pcr
[58] tests
[57] full
[57] transparency

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6574] covid,19
[199] white,house
[195] chinese,virologist
[190] li,meng
[190] meng,yan
[186] 19,vaccine
[178] go,away
[172] olivia,troye
[165] donald,trump
[163] it'll,go

Top Word Pairs in Tweet in G1:
[618] covid,19
[22] during,covid
[18] 19,vaccine
[17] protokol,kesehatan
[16] casos,covid
[15] 19,pandemic
[15] vote,yes
[15] yes,#sb5051
[15] #sb5051,#sb5089
[15] #sb5089,halting

Top Word Pairs in Tweet in G2:
[216] covid,19
[22] know,measure
[22] measure,failure
[22] failure,regarding
[22] regarding,covid
[22] 19,response
[22] response,chriscuomo
[22] chriscuomo,way
[22] way,kids
[21] cnn,know

Top Word Pairs in Tweet in G3:
[324] covid,19
[91] 19,crisis
[90] 100,richest
[90] richest,americans
[90] americans,made
[90] made,more
[90] more,300
[90] 300,billion
[90] billion,during
[90] during,covid

Top Word Pairs in Tweet in G4:
[146] olivia,troye
[85] struck,during
[85] during,conversation
[79] covid,19
[69] much,more
[65] long,career
[65] career,ahead
[64] troye,much
[64] more,lose
[63] troye,profile

Top Word Pairs in Tweet in G5:
[156] covid,19
[64] nashville,mayor's
[64] mayor's,office
[63] 19,emails
[63] emails,nashville
[61] office,show
[61] show,disturbing
[61] disturbing,revelation
[42] live,foxnashville
[42] foxnashville,9pm

Top Word Pairs in Tweet in G6:
[101] covid,19
[32] pastor,opened
[32] opened,large
[32] large,church
[32] church,person
[32] person,services
[32] services,encouraged
[32] encouraged,unmasked
[32] unmasked,congregants
[32] congregants,gather

Top Word Pairs in Tweet in G7:
[183] covid,19
[63] blue,states
[57] reminder,jared
[57] jared,kushner
[55] months,covid
[55] 19,declared
[55] declared,pandemic
[55] pandemic,administration
[55] administration,still
[55] still,court

Top Word Pairs in Tweet in G8:
[281] covid,19
[58] contra,covid
[36] casos,comunitarios
[27] casos,covid
[26] contagios,covid
[26] lucha,contra
[26] venezuela,registra
[26] 51,274
[26] vtvcanal8,#envideo
[25] 19,venezuela

Top Word Pairs in Tweet in G9:
[58] covid,19
[12] 19,testing
[11] testing,update
[10] update,more
[10] more,details
[10] details,visit
[10] visit,mohfw_india
[10] mohfw_india,depthealthres
[10] depthealthres,#icmrfightscovid19
[8] icmrdelhi,covid

Top Word Pairs in Tweet in G10:
[161] covid,19
[70] repandybiggsaz,arizona
[59] positive,pcr
[57] full,transparency
[57] pcr,tests
[56] arizona,give
[56] give,full
[56] transparency,state
[56] state,covid
[56] 19,positive

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@damailamongan
@polreslamongan1
@joebiden
@zbiotech
@marcorubio
@cnn
@nytimes
@ingrahamangle
@projectlincoln

Top Replied-To in G2:
@realdonaldtrump
@marcorubio
@cnn
@nytimes
@projectlincoln
@patricknova6
@realpersonpltcs
@donaldjtrumpjr
@repmattgaetz
@cnnbrk

Top Replied-To in G3:
@joebiden
@pbump
@kylegriffin1
@adamparkhomenko
@seanspicer
@malcolmnance
@patriot906
@hamstersrfunny
@inksonyou
@jsin7701

Top Replied-To in G4:
@waitwha85766617
@tribelaw
@barnprincess74
@billkristol

Top Replied-To in G5:
@seanhannity
@scott74034045
@scavendish
@tinroofnash
@kylamb8
@realdonaldtrump
@kerpen
@foxnews
@samcrowley
@shannonbream

Top Replied-To in G6:
@trumpwarroom
@steveguest
@cdcdirector
@realdonaldtrump
@erictrump
@paulrlepage1
@kayleighlies
@maddow
@biggirlgames1
@momrovin

Top Replied-To in G7:
@realdonaldtrump
@mmpadellan

Top Replied-To in G8:
@misionrsoficial

Top Replied-To in G9:
@pmoindia
@narendramodi
@realdonaldtrump
@cmmadhyapradesh
@who
@cbseindia29
@m_ebrard

Top Replied-To in G10:
@lrihendry

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@elemental
@nowthisnews
@nypost
@realdonaldtrump
@vtvcanal8
@lrihendry
@repandybiggsaz
@foxnashville
@cnn

Top Mentioned in G1:
@psychdocconnect
@elperiodista
@detaxid
@tedinjest
@comunicadordpt
@shadab1on1
@kenameri1
@ippodhu
@media_selangor

Top Mentioned in G2:
@realdonaldtrump
@cnn
@chriscuomo
@donaldjtrumpjr
@joyannreid
@lestatdelc
@vp
@senatemajldr
@karenlance18
@senategop

Top Mentioned in G3:
@joebiden
@cnnpolitics
@repadamschiff
@hillaryclinton
@richardgrenell
@joncoopertweets
@bettemidler
@cnn
@kylegriffin1
@pbump

Top Mentioned in G4:
@tribelaw
@anneapplebaum
@sbg1
@sykescharlie
@oliviatroye
@ac360
@billkristol
@kimberlyeatkins
@newyorker
@radiofreetom

Top Mentioned in G5:
@foxnashville
@kylamb8
@claytravis
@johncooper4nash
@cernovich
@culttture
@mzhemingway
@jasonmillerindc
@theblaze
@govbilllee

Top Mentioned in G6:
@maddow
@youtube
@cdcdirector
@kamalaharris
@cdcgov
@hhsgov
@people
@whitehouse
@swatlashoover
@usatoday

Top Mentioned in G7:
@mmpadellan
@senkamalaharris
@rawstory
@dukewindsor388
@jeffsalome
@essenviews
@joebiden
@maddowblog
@1813doncarlo
@realdonaldtrump

Top Mentioned in G8:
@vtvcanal8
@conelmazodando
@nicolasmaduro
@luchaalmada
@mippcivzla
@partidopsuv
@merida_gnb
@vicevenezuela
@gnboficialve
@globovision

Top Mentioned in G9:
@who
@mohfw_india
@narendramodi
@icmrdelhi
@pmoindia
@depthealthres
@drharshvardhan
@unicef
@unesco
@gavi

Top Mentioned in G10:
@lrihendry
@repandybiggsaz
@pdubdev
@ksorbs
@foxnashville
@nypost
@ianmolony
@kylamb8

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@contrapuntovzla
@sumariumcom
@dolartoday
@okezonenews
@kompascom
@ecodaren

Top Tweeters in G1:
@pulpnews
@contrapuntovzla
@okezonenews
@titrespresse
@elperiodiquito
@notifalcon
@winsportstv
@usrealitycheck
@dlasamericas
@noticiasrcn

Top Tweeters in G2:
@ecodaren
@onahunttoday
@fasting39
@business
@schwingcat
@reuters
@roripierpont1
@world_news_eng
@shareitarie10
@nytimes

Top Tweeters in G3:
@_silversmith
@29361rmsm
@aedaw9i
@celerycaraway
@ubervaper
@flightbomb
@o_g_log
@james_savage15
@1mauricewood
@ghostrider050

Top Tweeters in G4:
@damonbethea1
@tigerbeat
@sylviaz1913
@wismiss3
@iamforeverblue2
@sallyagale
@nanteos620
@deeloralei
@donnadiane1970
@taiping2

Top Tweeters in G5:
@debrammason1
@whosfibbing
@websterelizabet
@knassios
@wtpatty
@foxnews
@championmtager
@trumpcat04
@wtop
@serd1983

Top Tweeters in G6:
@teamyoutube
@elbote
@casablancaric
@udnspeak4me
@tassajarard
@tx_blue_dot
@coronaupdatebot
@politico
@vainsovain
@usatoday

Top Tweeters in G7:
@windmillcharger
@princessbravato
@aceredband1t
@jambie61
@seriousmommadoe
@apachegirl29
@lacadri34
@ceciliaannh
@rawstory
@aprilgreen93

Top Tweeters in G8:
@conelmazodando
@unoticias
@globovision
@vtvcanal8
@partidopsuv
@hectorluis1975
@_dblancog
@lostiemposbol
@nellypsuvya
@251063andy

Top Tweeters in G9:
@httweets
@20minutes
@financialtimes
@marciasgreen
@heraldodemexico
@stratcons
@hindunatl
@htmumbai
@yamlaa4
@imsatyam7800

Top Tweeters in G10:
@owlwoman911_
@maryosb36485285
@lrihendry
@mary_burgess
@dkougar
@ianmolony
@marieastman
@tedcornwell
@annepaeznola
@kellydanes1