Coronavirus, Twitter, 8/14/2021 2:12:50 PM, 260145
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Coronavirus_2021-08-14_01-48-01.xlsx
Coronavirus_2021-08-14_01-48-01.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3CMKJdo
@washingtonpost
@reallyamerican1
@shannytab
@dwoodru11
@cnn
@occupydemocrats
@alegianedo
@thedailybeast
@who
@jameshohmann

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#corona
#breaking
#iran
#新型コロナウイルス
#venezuela

Description:
Description
The graph represents a network of 9,463 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 Saturday, 14 August 2021 at 09:17 UTC.

The requested start date was Saturday, 14 August 2021 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, 8-minute period from Wednesday, 11 August 2021 at 12:17 UTC to Friday, 13 August 2021 at 12:25 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 : 9463
Unique Edges : 4157
Edges With Duplicates : 12208
Total Edges : 16365
Number of Edge Types : 5
Retweet : 5517
MentionsInRetweet : 5988
Tweet : 2965
Replies to : 397
Mentions : 1498
Self-Loops : 3003
Reciprocated Vertex Pair Ratio : 0.00290697674418605
Reciprocated Edge Ratio : 0.00579710144927536
Connected Components : 2480
Single-Vertex Connected Components : 986
Maximum Vertices in a Connected Component : 1896
Maximum Edges in a Connected Component : 4018
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.337758
Graph Density : 8.47676204576366E-05
Modularity : 0.526918
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,463 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 Saturday, 14 August 2021 at 09:17 UTC.

The requested start date was Saturday, 14 August 2021 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, 8-minute period from Wednesday, 11 August 2021 at 12:17 UTC to Friday, 13 August 2021 at 12:25 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:
[81] https://apnews.com/article/joe-biden-business-health-coronavirus-pandemic-prices-c56b5ffcef37223caaec19e3b3428392
[58] https://newsdigest.jp/pages/coronavirus/
[41] https://trib.al/Xd1EBYb
[24] https://www.thedailybeast.com/coronavirus-kills-4-teachers-in-one-day-in-broward-county-school-district?via=twitter_page
[24] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[23] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-07-01..latest&facet=none&pickerSort=desc&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Align+outbreaks=false&country=JPN~OWID_WRL~Europe~Asia~Oceania~Africa~North+America~South+America
[23] https://trib.al/M4qcltC
[23] https://www.theguardian.com/world/live/2021/aug/12/coronavirus-live-news-england-ends-pingdemic-for-vaccinated-new-zealand-details-plans-to-reopen-border?CMP=share_btn_tw
[20] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[19] https://justthenews.com/politics-policy/coronavirus/coronavirus-lambda-variant-could-be-vaccine-resistant-says-new-study?utm_campaign=ligthouse&utm_content=coronavirus-lambda-variant-could-be-vaccine-resistant-says-new-study&utm_source=social-jsr&utm_medium=twitter

Top URLs in Tweet in G1:
[22] https://www.theguardian.com/world/live/2021/aug/12/coronavirus-live-news-england-ends-pingdemic-for-vaccinated-new-zealand-details-plans-to-reopen-border?CMP=share_btn_tw
[8] https://www.cnn.com/2021/08/13/health/us-coronavirus-friday/index.html
[7] https://apnews.com/article/joe-biden-health-coronavirus-pandemic-fcd36bc56f03fcd46d9ad5839a7b5702
[6] https://apnews.com/article/joe-biden-business-health-coronavirus-pandemic-police-reform-da99a456faafc0a310eb48a2fbab9a67
[6] https://apple.news/Ay7bRwhopRlS88wWzVQ2Yzw
[6] https://noticiasconfirmadasvzla.blogspot.com/2021/08/cientificos-rusos-crean-un-sistema-de.html?utm_source=dlvr.it&utm_medium=twitter
[5] https://www3.nhk.or.jp/news/special/coronavirus/data/
[5] https://www.cnn.com/2021/08/12/us/mississippi-students-coronavirus-quarantine/index.html
[5] https://www.businessinsider.com/israel-approves-coronavirus-vaccine-booster-shots-50-plus-delta-variant-2021-8?utm_source=dlvr.it&utm_medium=twitter
[4] https://vdata.nikkei.com/newsgraphics/coronavirus-japan-vaccine-status/

Top URLs in Tweet in G2:
[12] https://www.courier-journal.com/story/news/politics/2020/03/05/coronavirus-outbreak-rand-paul-threatens-block-emergency-bill/4961989002/
[5] https://www.nbcdfw.com/news/coronavirus/no-pediatric-icu-beds-available-in-north-texas-as-covid-19-cases-surge/2717300/?_osource=SocialFlowTwt_DFWBrand
[2] https://news.yahoo.com/florida-texas-account-for-nearly-40-of-new-coronavirus-hospitalizations-183033703.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.yahoo.com/huffpost/rep-marjorie-taylor-greene-ripped-081623655.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.ktnv.com/news/coronavirus/clark-county-school-district-reporting-almost-400-positive-cases-including-staff-and-students
[2] https://www.nbcdfw.com/news/coronavirus/parkland-needs-470-nurses-amid-covid-surge-some-pregnant-patients-transferred/2717404/?_osource=db_npd_nbc_kxas_twt_shr
[2] https://www.kark.com/news/health/coronavirus/bryant-school-district-host-vaccination-clinic-before-school-starts-next-week/?utm_campaign=socialflow&utm_source=t.co&utm_medium=referral
[1] https://www.cnbc.com/2020/03/23/coronavirus-sec-warns-on-insider-trading-after-loeffler-sales.html
[1] https://twitter.com/juliejohnsonTX/status/1425912030846984193
[1] https://www.nbcdfw.com/news/coronavirus/abbott-dshs-announce-deployment-of-2500-medical-personnel-to-help-hospitals/2716440/?_osource=SocialFlowTwt_DFWBrand

Top URLs in Tweet in G3:
[4] https://www.reuters.com/article/us-health-coronavirus-canada-sex-idUSKBN25T2Y9
[3] https://apnews.com/article/andrew-cuomo-business-health-coronavirus-pandemic-9f5c0b3d55cdb7cd5c3101f38edb673e
[2] https://www.9news.com.au/national/australia-breaking-news-live-coronavirus-updates-headlines-august-12-2021-tougher-sydney-lockdown-powers-melbourne-protest-arrests/ba0487ac-6ea1-498a-a305-5488c2f0e88f
[1] https://association-victimes-coronavirus-france.org/recours-contre-medecins-qui-refusent-detre-medecins-traitants-de-patients-non-vaccines/
[1] https://sciencewithdrdoug.com/2020/08/01/is-a-coronavirus-vaccine-a-ticking-time-bomb/
[1] https://mexiconewsdaily.com/news/coronavirus/capital-not-maximum-risk-for-covid/
[1] https://www.axios.com/coronavirus-vaccines-pfizer-moderna-delta-biden-e9be4bb0-3d10-4f56-8054-5410be357070.html
[1] https://housing.uwo.ca/coronavirus/june-23-2021.html
[1] https://twitter.com/imgrund/status/1425584760362053633

Top URLs in Tweet in G4:
[1] https://apnews.com/article/health-coronavirus-pandemic-myanmar-than-shwe-9dcf1c2eb5609db5266191594eb8c75b?fbclid=IwAR1_MaMu6Zy2GqY5CYI7Y7ksY-KkY97olk8LlbVA8Iw4eYbg5hSNdUHH2L0

Top URLs in Tweet in G5:
[35] https://trib.al/Xd1EBYb
[2] https://trib.al/dNa7bHQ
[2] https://trib.al/T9b6T06
[2] https://www.bbc.com/news/world-asia-china-57817591
[1] https://wapo.st/3lSGfvN
[1] https://wapo.st/3fVLZBd
[1] https://wapo.st/2VUGrju
[1] https://www.kiro7.com/news/trending/coronavirus-extra-vaccine-approved-people-with-weak-immune-systems/DS6NDBDHFVDG7FFCD2KQLW7JQI/
[1] https://twitter.com/JuliaDavisNews/status/1425989494965248000?s=20
[1] https://www.washingtonpost.com/politics/2021/08/11/rand-paul-gilead-stock/?utm_medium=social&utm_source=twitter&utm_campaign=wp_main

Top URLs in Tweet in G6:
[19] https://justthenews.com/politics-policy/coronavirus/coronavirus-lambda-variant-could-be-vaccine-resistant-says-new-study?utm_campaign=ligthouse&utm_content=coronavirus-lambda-variant-could-be-vaccine-resistant-says-new-study&utm_source=social-jsr&utm_medium=twitter
[2] https://justthenews.com/politics-policy/coronavirus/schwarzenegger-mask-opponents-screw-your-freedom
[2] https://justthenews.com/politics-policy/coronavirus/fda-approves-extra-covid-shot-vulnerable-patients
[2] https://www.cnn.com/us/live-news/coronavirus-pandemic-vaccine-updates-08-13-21/h_8fdb6a2366072239287030899828c9cd?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnn.com/2021/08/13/investing/premarket-stocks-trading/index.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.miamiherald.com/news/coronavirus/article253449129.html#storylink=cpy
[1] https://bit.ly/3Axn8LT
[1] https://justthenews.com/politics-policy/coronavirus/public-health-experts-need-check-egos-door-and-adjust-covid-policy-says
[1] https://justthenews.com/government/white-house/bidens-approval-numbers-now-underwater-coronavirus-surges-inflation-rise?utm_campaign=ligthouse&utm_content=olympus-has-fallen-bidens-approval-dives-below-50-coronavirus-and-inflation-surge&utm_source=social-jsr&utm_medium=twitter
[1] https://justthenews.com/politics-policy/coronavirus/cdc-director-walensky-says-shes-struggling-communicate-americans-about?utm_campaign=ligthouse&utm_content=cdc-director-walensky-says-shes-struggling-communicate-americans-about-covid-19&utm_source=social-jtn&utm_medium=twitter

Top URLs in Tweet in G7:
[3] https://www.ajc.com/news/coronavirus/new-covid-19-surge-overwhelms-hospitals-across-georgia/JV72FKYMHFHCBDKHNRMG74ZSFE/
[2] https://apnews.com/article/coronavirus-vaccine-us-military-requirement-pentagon-3975940c732352f72e41f6e34a3a2669
[1] https://www.washingtonpost.com/politics/2021/08/11/rand-paul-gilead-stock/
[1] https://amp.miamiherald.com/news/coronavirus/article253431679.html?__twitter_impression=true
[1] https://apnews.com/article/health-arkansas-coronavirus-pandemic-7ed21edba1069f6c57e07c42540021fe
[1] https://www.wqad.com/article/news/health/coronavirus/covid-in-louisiana-hospitals/507-c9721547-6914-44ec-8e4a-b111c30699e3?utm_campaign=snd-autopilot
[1] https://www.nola.com/news/coronavirus/article_20a8445c-fb7b-11eb-bbf1-1fa3b35d5990.html
[1] https://www.consumerfinance.gov/coronavirus/mortgage-and-housing-assistance/renter-protections/find-help-with-rent-and-utilities/
[1] https://www.irs.gov/help/browser-update-recommendation
[1] https://healthcare.gov/

Top URLs in Tweet in G8:
[3] https://www.ouest-france.fr/sante/virus/coronavirus/pass-sanitaire/le-passe-sanitaire-obligatoire-dans-les-centres-commerciaux-de-plusieurs-departements-des-lundi-062779f6-fc2d-11eb-b477-54e81b9aa807
[2] https://www.ouest-france.fr/sante/virus/coronavirus/comme-la-france-l-allemagne-va-mettre-un-terme-aux-tests-gratuits-pour-booster-la-vaccination-5807f1ee-f9fb-11eb-87ab-fc8b9821f6ea
[2] https://www.ouest-france.fr/sante/virus/coronavirus/pass-sanitaire/temoignages-conflits-ruptures-quand-le-vaccin-et-le-passe-sanitaire-fracturent-des-familles-8860529a-fa74-11eb-ae6b-59023aa7ebeb
[2] https://www.20minutes.fr/sante/3101279-20210811-coronavirus-nombre-hospitalisations-continue-grimper
[2] https://www.cnews.fr/monde/2021-08-12/direct-coronavirus-la-guadeloupe-est-en-plein-pic-epidemique-1114967
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/l-etat-d-urgence-sanitaire-va-etre-declare-en-polynesie_4734219.html
[1] https://l.francebleu.fr/X7z
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/video-covid-19-tout-tombe-d-en-haut-michel-barnier-critique-une-gestion-un-peu-solitaire-du-pouvoir_4734213.html#xtor=CS2-765-[autres]-
[1] http://live.comune.venezia.it/node/43490
[1] https://translate.google.com/translate?hl=&sl=auto&tl=fr&u=https%3A%2F%2Fwww.tribunnews.com%2Finternasional%2F2021%2F08%2F12%2Fivermectin-jadi-rekomendasi-dokter-jepang-menyembuhkan-penyakit-corona&sandbox=1

Top URLs in Tweet in G9:
[2] https://www.ncr-iran.org/en/ncri-statements/statement-human-rights/iran-the-staggering-number-of-coronavirus-victims-exceeds-358900/
[2] https://www.ncr-iran.org/en/ncri-statements/statement-human-rights/iran-the-staggering-number-of-coronavirus-victims-exceeds-330500/
[2] https://english.mojahedin.org/i/iran-coronavirus-news-358900-deaths-20210812
[2] https://www.nasdaq.com/press-release/coronavirus-targeted-epitopes-claimed-in-enzolytics-pending-patent-applications-are
[1] https://ahmedabadmirror.com/china-forced-covid-19-origins-probe-to-drop-lab-leak-theory-who/81805080.html
[1] https://www.oneindia.com/international/china-rejects-need-for-further-who-coronavirus-origins-probe-3298578.html?story=1
[1] https://www.thedailybeast.com/coronavirus-kills-4-teachers-in-one-day-in-broward-county-school-district?via=twitter_page
[1] https://english.mojahedin.org/id/3953a8bf-231e-436a-8256-62b745a2f96a
[1] https://twitter.com/maryam_rajavi/status/1425486658263191567
[1] https://www.maryam-rajavi.com/en/strategy-bomb-missiles-executioner-doomed-failure-second-day-free-iran-world-summit/

Top URLs in Tweet in G10:
[6] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-en-martinique-des-soignants-submerges-contraints-d-exercer-la-medecine-de-guerre_4735295.html
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-l-oms-demande-a-la-chine-la-publication-de-toutes-les-donnees-sur-les-premiers-cas_4736301.html
[4] https://www.i24news.tv/fr/actu/israel/1628757292-israel-coronavirus-5-946-nouveaux-cas-en-24h-et-421-personnes-dans-un-etat-grave
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-en-guadeloupe-les-appels-au-samu-au-chu-de-pointe-a-pitre-ont-ete-multiplies-par-10_4734431.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/faux-pass-sanitaires-le-medecin-jean-paul-hamon-assume-estimant-qu-il-devait-prendre-ses-responsabilites_4735355.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-israel-impose-le-pass-sanitaire-aux-enfants-a-partir-de-trois-ans_4734769.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/fin-de-la-gratuite-des-tests-covid-la-securite-sociale-ne-peut-pas-continuer-a-depenser-un-milliard-par-mois-pour-ceux-qui-refusent-le-vaccin-estime-un-medecin_4734637.html
[2] https://www.i24news.tv/fr/actu/coronavirus/1628832780-origine-du-covid-la-chine-s-oppose-a-une-nouvelle-enquete-de-l-oms-sur-son-sol
[2] https://www.i24news.tv/fr/actu/israel/1628760333-israel-coronavirus-le-gouvernement-envisage-une-troisieme-dose-de-vaccin-pour-les-israeliens-de-40-ans-et-plus-n-ash
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/info-franceinfo-250-000-manifestants-anti-pass-sanitaire-attendus-ce-week-end-les-renseignements-ne-voient-pas-le-mouvement-s-essouffler-d-ici-la-rentree_4735797.html

Top Domains
Top Domains in Tweet in Entire Graph:
[201] apnews.com
[142] trib.al
[121] twitter.com
[93] co.uk
[89] reuters.com
[76] or.jp
[68] washingtonpost.com
[68] cnn.com
[66] thedailybeast.com
[62] cdc.gov

Top Domains in Tweet in G1:
[36] twitter.com
[29] theguardian.com
[28] apnews.com
[26] com.ar
[25] cnn.com
[21] gov.uk
[19] reuters.com
[18] co.uk
[17] washingtonpost.com
[14] com.br

Top Domains in Tweet in G2:
[12] courier-journal.com
[9] nbcdfw.com
[4] yahoo.com
[2] twitter.com
[2] ktnv.com
[2] kark.com
[1] cnbc.com
[1] washingtonpost.com
[1] nytimes.com

Top Domains in Tweet in G3:
[4] reuters.com
[3] apnews.com
[2] com.au
[1] association-victimes-coronavirus-france.org
[1] sciencewithdrdoug.com
[1] mexiconewsdaily.com
[1] axios.com
[1] uwo.ca
[1] twitter.com

Top Domains in Tweet in G4:
[1] apnews.com

Top Domains in Tweet in G5:
[39] trib.al
[3] wapo.st
[2] washingtonpost.com
[2] bbc.com
[2] kff.org
[2] com.au
[1] kiro7.com
[1] twitter.com
[1] fda.gov
[1] boston.com

Top Domains in Tweet in G6:
[26] justthenews.com
[8] cnn.it
[4] cnn.com
[3] trib.al
[1] miamiherald.com
[1] bit.ly
[1] kstp.com
[1] abcn.ws
[1] dlvr.it
[1] nbcnews.to

Top Domains in Tweet in G7:
[3] ajc.com
[3] apnews.com
[1] washingtonpost.com
[1] miamiherald.com
[1] wqad.com
[1] nola.com
[1] consumerfinance.gov
[1] irs.gov
[1] healthcare.gov
[1] rawstory.com

Top Domains in Tweet in G8:
[11] 20minutes.fr
[9] ouest-france.fr
[3] francetvinfo.fr
[2] cnews.fr
[1] francebleu.fr
[1] venezia.it
[1] google.com
[1] bit.ly
[1] lefigaro.fr
[1] aubedigitale.com

Top Domains in Tweet in G9:
[4] ncr-iran.org
[3] mojahedin.org
[2] thedailybeast.com
[2] maryam-rajavi.com
[2] nasdaq.com
[1] ahmedabadmirror.com
[1] oneindia.com
[1] twitter.com
[1] arcgis.com
[1] apnews.com

Top Domains in Tweet in G10:
[26] francetvinfo.fr
[9] i24news.tv
[1] bit.ly
[1] rtbf.be
[1] apnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[803] coronavirus
[606] covid19
[139] covid_19
[103] covid
[58] corona
[57] breaking
[53] iran
[52] 新型コロナウイルス
[50] venezuela
[50] allemande



Top Hashtags in Tweet in G1:
[211] coronavirus
[110] covid19
[42] covid_19
[30] covid
[21] corona
[13] bild
[11] sarscov2
[10] vaccine
[10] coronavirusupdate
[10] coronaviruspandemic

Top Hashtags in Tweet in G2:
[7] breaking
[3] ronaron
[2] coronavirus
[1] profiteer

Top Hashtags in Tweet in G3:
[4] covid19

Top Hashtags in Tweet in G4:
[3] ม็อบ11สิงหา
[1] ม็อบ13สิงหา
[1] whatshappeninginmyanmar
[1] whatshappeninginthailand

Top Hashtags in Tweet in G5:
[36] breaking
[2] 9news

Top Hashtags in Tweet in G6:
[1] nhpolitics

Top Hashtags in Tweet in G7:
[5] helpishere
[1] gapol

Top Hashtags in Tweet in G8:
[8] coronavirus
[6] vaccin
[4] covid19
[3] antilles
[3] outremer
[3] lecornu
[2] ordinanze
[2] vaccinezvousbordel
[2] majoritesilencieusevaccinee
[2] vaccination

Top Hashtags in Tweet in G9:
[34] coronavirus
[14] iran
[12] helpiran
[11] cuba
[9] covid19
[4] covid_19
[4] کرونا
[4] ویروس_کرونا
[3] واکسن_کرونا
[3] بحران_کرونا

Top Hashtags in Tweet in G10:
[8] israël
[4] boycottpasssanitaire
[3] covid
[2] covid19
[1] martinique
[1] wuhan
[1] afp
[1] brucetoussaint
[1] coronavirus
[1] vaccinationcovid

Top Words
Top Words in Tweet in Entire Graph:
[3304] coronavirus
[1640] covid
[1041] 19
[803] #coronavirus
[606] #covid19
[591] vaccinated
[481] pandemic
[479] vaccine
[460] people
[435] more

Top Words in Tweet in G1:
[465] coronavirus
[281] covid
[211] #coronavirus
[199] 19
[110] #covid19
[78] cases
[66] vaccine
[60] contra
[55] delta
[55] people

Top Words in Tweet in G2:
[282] used
[243] sen
[224] make
[216] pandemic
[215] weeks
[214] johnson
[212] video
[212] ron
[212] fortune
[212] confidential

Top Words in Tweet in G3:
[253] coronavirus
[247] alexberenson
[247] article
[246] incredible
[246] israel
[246] nearly
[246] entirely
[246] vaccinated
[246] adult
[246] population

Top Words in Tweet in G4:
[217] during
[217] protest
[217] government's
[217] handling
[211] graphic
[211] warning
[211] man
[211] lost
[211] fingers
[211] seen

Top Words in Tweet in G5:
[175] coronavirus
[87] washingtonpost
[61] rand
[61] paul
[61] wife
[51] late
[49] discloses
[49] 16
[49] months
[49] bought

Top Words in Tweet in G6:
[90] cnn
[68] variant
[57] more
[56] coronavirus
[54] covid
[48] 19
[48] masks
[47] contagious
[47] delta
[47] many

Top Words in Tweet in G7:
[115] stock
[104] occupydemocrats
[104] fully
[103] breaking
[103] news
[103] york
[103] exchange
[103] announces
[103] begin
[103] requiring

Top Words in Tweet in G8:
[142] nagao
[71] japon
[71] témoignage
[71] dr
[71] kazuhiro
[71] président
[71] société
[71] médicale
[71] yuwakai
[71] directeur

Top Words in Tweet in G9:
[34] #coronavirus
[23] coronavirus
[16] iran
[14] #iran
[14] maryam_rajavi
[12] #helpiran
[11] efforts
[11] #cuba
[10] unicef
[10] mullahs

Top Words in Tweet in G10:
[83] ans
[39] personnes
[38] gforestier
[36] franceinfo
[31] 19
[30] train
[30] devoir
[30] déterminer
[30] 30
[30] 20

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[971] covid,19
[290] rand,paul
[269] wife,bought
[265] bought,stock
[250] coronavirus,wave
[248] incredible,article
[248] article,israel
[248] israel,nearly
[248] nearly,entirely
[248] entirely,vaccinated

Top Word Pairs in Tweet in G1:
[187] covid,19
[31] delta,variant
[25] contra,coronavirus
[22] #coronavirus,#covid19
[18] #covid19,#coronavirus
[17] 2021,08
[15] vacuna,contra
[14] casos,activos
[13] #coronavirus,#covid_19
[12] variante,delta

Top Word Pairs in Tweet in G2:
[212] sen,ron
[212] ron,johnson
[212] johnson,used
[212] used,pandemic
[212] pandemic,make
[212] fortune,weeks
[184] video,wisconsin
[184] wisconsin,sen
[184] make,fortune
[184] weeks,getting

Top Word Pairs in Tweet in G3:
[246] incredible,article
[246] article,israel
[246] israel,nearly
[246] nearly,entirely
[246] entirely,vaccinated
[246] vaccinated,adult
[246] adult,population
[246] population,expects
[246] expects,coronavirus
[246] coronavirus,wave

Top Word Pairs in Tweet in G4:
[217] during,protest
[217] government's,handling
[211] graphic,warning
[211] warning,man
[211] man,lost
[211] lost,fingers
[211] fingers,seen
[211] seen,during
[211] protest,against
[211] against,government's

Top Word Pairs in Tweet in G5:
[61] rand,paul
[49] paul,discloses
[49] discloses,16
[49] 16,months
[49] months,late
[49] late,wife
[49] wife,bought
[49] bought,stock
[49] stock,company
[49] company,behind

Top Word Pairs in Tweet in G6:
[52] cnn,more
[48] covid,19
[47] contagious,delta
[47] delta,variant
[45] more,contagious
[45] variant,surges
[45] surges,many
[45] many,adults
[45] adults,letting
[45] letting,down

Top Word Pairs in Tweet in G7:
[103] breaking,news
[103] news,york
[103] york,stock
[103] stock,exchange
[103] exchange,announces
[103] announces,begin
[103] begin,requiring
[103] requiring,personnel
[103] personnel,fully
[103] fully,vaccinated

Top Word Pairs in Tweet in G8:
[71] japon,témoignage
[71] témoignage,dr
[71] dr,kazuhiro
[71] kazuhiro,nagao
[71] nagao,président
[71] président,société
[71] société,médicale
[71] médicale,yuwakai
[71] yuwakai,directeur
[71] directeur,clinique

Top Word Pairs in Tweet in G9:
[10] mullahs,ruling
[10] ruling,iran
[10] iran,facilitated
[10] facilitated,spread
[10] spread,#coronavirus
[10] #coronavirus,make
[10] make,serious
[10] serious,efforts
[9] maryam_rajavi,mullahs
[9] efforts,contain

Top Word Pairs in Tweet in G10:
[30] train,devoir
[30] devoir,déterminer
[30] déterminer,personnes
[30] personnes,30
[30] 30,ans
[30] ans,20
[30] 20,ans
[30] ans,bénéficier
[30] bénéficier,priorité
[30] priorité,accès

Top Replied-To
Top Replied-To in Entire Graph:
@govrondesantis
@intlcrimcourt
@newsmax
@potus
@drewholden360
@danielsgoldman
@nytimes
@tnenforcement
@lindyli
@danielcara

Top Replied-To in G1:

Top Replied-To in G2:
@lindyli
@teapainusa

Top Replied-To in G6:
@intlcrimcourt
@secblinken
@wutsittooyah
@small1ldy1
@cnn

Top Replied-To in G7:
@occupydemocrats

Top Replied-To in G9:
@potus
@pubertschlarff
@jackposobiec
@drtomfrieden

Top Replied-To in G10:
@franceinfo
@pierre72520455
@boysaufen

Top Mentioned
Top Mentioned in Entire Graph:
@alexberenson
@reallyamerican1
@shineht50613919
@occupydemocrats
@washingtonpost
@cnn
@mediavenir
@gabinjean3
@soezeya
@donaldjtrumpjr

Top Mentioned in G1:
@economaencrisis
@clintonkowach
@williamsnews24
@gadiooumoul
@damianzapponi
@montesclaroscom
@enfantdabord2
@alexandragsilv
@noticiasde_

Top Mentioned in G2:
@reallyamerican1
@kenklippenstein
@donwinslow
@teapainusa
@lindyli
@nbcdfw
@yahoo
@mhdksafa
@atrupar
@ipicnews

Top Mentioned in G3:
@alexberenson
@cynthiamckinney
@assocovid
@autrement_votre
@connecticutpar3
@laltrodiego
@janicedean
@soutien_assocov
@westernu
@divizio1

Top Mentioned in G4:
@shineht50613919
@soezeya
@thapyayaung3
@kyawhsanhlaing1

Top Mentioned in G5:
@washingtonpost
@juliadavisnews
@joeroetz
@kff
@bhrenton
@darthputinkgb
@9newsaus
@reallyamerican1
@wsvn
@kiro7seattle

Top Mentioned in G6:
@cnn
@jsolomonreports
@abc
@newscientist
@bnodesk
@zakdesk
@un
@annaforflorida
@gigicaponepr
@elsie_mandel

Top Mentioned in G7:
@occupydemocrats
@crewcrew
@nikkifried
@steventdennis
@ajc
@teampelosi
@reallyamerican1
@realtuckfrumper
@politicalinsidr
@montyboa99

Top Mentioned in G8:
@gabinjean3
@20minutes
@victorsinclair3
@ouestfrance
@lenamaddie18
@thomas4601
@vivelafrance999
@baufmalou
@ecole_oubliee
@jmblanquer

Top Mentioned in G9:
@who
@maryam_rajavi
@unicef
@drtedros
@cristiancrespoj
@potus
@statedept
@usabehfarsi
@eu_eeas
@mikepompeo

Top Mentioned in G10:
@gforestier
@franceinfo
@i24news_fr
@soundtrue2
@reinfocovid
@collcartonjaune
@prudhommechri10
@afpfr
@arkhos94
@le___doc

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@hernanporrasm
@infoitinterno
@tomthunkitsmind
@rashidaldosari
@threadreaderapp
@detikcom
@ecodaren
@cybersec_feeds
@afropages

Top Tweeters in G1:
@caraotadigital
@hernanporrasm
@infoitinterno
@afropages
@jcsura
@2001online
@daily_express
@eldiario
@notifalcon
@ahmadnormaulana

Top Tweeters in G2:
@miss_placed_
@charluv2011
@mchovden1785
@annh1958
@jackhutton
@coupdtrump
@lsfarmer311
@46mingo
@kattompkins
@luvthegrands

Top Tweeters in G3:
@homerwhite
@sustain05
@21stcenturycrim
@therealplayx
@laughingmantwit
@jcpub19
@gamecockssece
@politicalwilli
@barnes_law
@dandaman4us

Top Tweeters in G4:
@_sassynm
@parallaxze
@kxmcy
@bublysuzyx
@muayvipz
@kttyjk
@mangoes1over
@mphendara
@maya_legi
@cheekiiz9am

Top Tweeters in G5:
@_redfrog
@magicdmw
@raygibbs1
@daretothink53
@dazyjane410
@tenajd
@washingtonpost
@liberalyogi
@9newsaus
@kiro7seattle

Top Tweeters in G6:
@govkhan
@abc
@cnn
@tsiser45
@hollaworldwide
@small1ldy1
@gigicaponepr
@stampwords
@northamericann
@intotheforestsb

Top Tweeters in G7:
@beckyrae12345
@cynicalvision50
@my2twh
@lininohio
@concernedwhite1
@realtuckfrumper
@ajc
@rickimayhall
@kprice1234
@r_quazzy

Top Tweeters in G8:
@costeslioneler
@20minutes
@ouestfrance
@wagjuer
@vitot27
@lenamaddie18
@alek_aloha
@dede_alsace_68
@rey_ban64
@menuet_morgan

Top Tweeters in G9:
@silveira2906
@riwired
@oneindia
@wsj
@alhadath
@1zzyzyx1
@arabnews
@parvinfarazmand
@bigm0h
@fereshteh531

Top Tweeters in G10:
@m2bliquis
@afpfr
@franceinfo
@benoit_gregory
@4litanglilou67
@torrox4
@tay_loup
@marcchastillon
@mistercreek
@eloy_sauvan


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