COVID, Twitter, 9/7/2021 9:58:59 AM, 261400


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COVID_2021-09-07_01-52-01.xlsx
COVID_2021-09-07_01-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 07, 2021
Short Description:
COVID via NodeXL https://bit.ly/3zSrRrN
@jamesmelville
@drericding
@kasperkepp
@claragu05568105
@devisridhar
@duty2warn
@wmh3thinker
@reportsdanews
@rosethornne
@johnruddick2

Top hashtags:
#covid
#covid19
#covid_19
#whatshappeninginmyanmar
#sep6coup

Description:
Description
The graph represents a network of 11,860 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 September 2021 at 09:09 UTC.

The requested start date was Tuesday, 07 September 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 3-day, 0-hour, 1-minute period from Friday, 03 September 2021 at 12:18 UTC to Monday, 06 September 2021 at 12:19 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 : 11860
Unique Edges : 6652
Edges With Duplicates : 12332
Total Edges : 18984
Number of Edge Types : 5
Tweet : 3541
Retweet : 5508
MentionsInRetweet : 6487
Mentions : 2398
Replies to : 1050
Self-Loops : 3575
Reciprocated Vertex Pair Ratio : 0.00413661434026305
Reciprocated Edge Ratio : 0.00823914650892574
Connected Components : 3516
Single-Vertex Connected Components : 894
Maximum Vertices in a Connected Component : 1440
Maximum Edges in a Connected Component : 2978
Maximum Geodesic Distance (Diameter) : 39
Average Geodesic Distance : 14.244093
Graph Density : 6.7310004412442E-05
Modularity : 0.574542
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 11,860 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 September 2021 at 09:09 UTC.

The requested start date was Tuesday, 07 September 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 3-day, 0-hour, 1-minute period from Friday, 03 September 2021 at 12:18 UTC to Monday, 06 September 2021 at 12:19 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
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:
[12] https://www.houstonpublicmedia.org/articles/news/politics/2021/09/03/407791/doctors-say-texas-leaders-failed-to-stop-covid-19-from-spreading/
[10] https://www.zerohedge.com/covid-19/rolling-stone-horse-dewormer-hit-piece-debunked-after-hospital-says-no-ivermectin
[9] https://www.rollingstone.com/politics/politics-news/gunshot-victims-horse-dewormer-ivermectin-oklahoma-hospitals-covid-1220608/
[8] https://www.dailymail.co.uk/news/article-9958207/Scientist-reveals-heard-Covid-Wuhan-TWO-WEEKS-Beijing-warned-world.html
[8] https://apple.news/A7N8tCj2LQ0SLXt4coA3KYw
[8] https://news.yahoo.co.jp/articles/ffeace3ec3f0eb28bede1fbfe34e4f202caa8a1d
[7] https://apple.news/ALRfgKDPVQa-D5WgYKd1PIw
[7] https://www.thedailybeast.com/arizona-dad-rishi-rambaran-arrested-after-angry-trio-threatens-to-zip-tie-principal-over-covid-rules
[7] https://www.soompi.com/article/1487180wpp/enhypens-ni-ki-becomes-6th-member-to-test-positive-for-covid-19
[7] https://babylonbee.com/news/infographic-a-guide-to-staying-safe-from-covid

Top URLs in Tweet in G1:
[3] https://news.sky.com/story/covid-19-parental-consent-will-be-needed-if-12-to-15-year-olds-are-offered-a-vaccine-nadhim-zahawi-says-12399616
[3] https://news.sky.com/story/covid-19-will-come-back-to-haunt-us-and-could-affect-vaccinated-if-jabs-arent-sent-to-africa-ex-pm-says-12399658
[2] https://kvia.com/news/2021/09/03/282-pediatric-covid-patients-hospitalized-in-texas-2-in-el-paso-region/
[2] http://www.msn.com/en-us/news/us/as-covid-surges-more-florida-school-districts-revolt-against-governors-mask-ban/ar-AAO3IG4?ocid=st
[2] https://www.nytimes.com/article/breakthrough-infections-covid-19-coronavirus.html
[2] https://www.radarbandung.id/2021/09/03/berhasil-atasi-pandemi-covid-19-menko-airlangga-momentum-wujudkan-visi-indonesia-2045berhasil-atasi-pandemi-covid-19-menko-airlangga-momentum-wujudkan-visi-indonesia-2045/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/EliasMazian/status/1433753946905063426
[2] https://francais.rt.com/international/90119-cela-doit-cesser-guitariste-eric-clapton-sort-morceau-contre-mesures-sanitaires-covid-19#.YTFQrtgZiwA.twitter
[2] https://www.neuqueninforma.gob.ar/la-expo-salud-cuidarte-contara-con-un-dispositivo-de-vacunacion-covid-19/
[2] https://www.ouest-france.fr/sante/virus/coronavirus/pass-sanitaire/covid-19-le-passe-sanitaire-soutenu-par-pres-de-deux-tiers-des-francais-c4f27696-0c8c-11ec-8f66-1caeab7b63b1

Top URLs in Tweet in G2:
[3] https://trib.al/jiChbFO
[2] https://news.sky.com/story/covid-19-forcing-all-nhs-staff-to-have-coronavirus-jab-not-necessary-says-major-health-group-12399759
[2] https://news.sky.com/video/covid-19-vaccines-minister-zahawi-says-jabs-for-children-would-require-parental-consent-12399624
[2] https://www.juliusruechel.com/2021/09/the-snake-oil-salesmen-and-covid-zero.html?fbclid=IwAR18m_h8wE8PP9Iznox-fyrLxSPJWYpQIIveJ770eLISZqiXLjerxr_m2a8
[2] https://ft.trib.al/i3OlQIl
[1] https://www.science.org/content/article/having-sars-cov-2-once-confers-much-greater-immunity-vaccine-vaccination-remains-vital?cookieSet=1
[1] https://www.crowdjustice.com/case/challenge-to-mhra-approval-of/
[1] https://www.telegraph.co.uk/news/2021/08/19/double-jabbed-people-carry-levels-covid-unvaccinated/
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-covid-third-vaccine-children-schools-tests/
[1] http://news.sky.com/story/covid-19-will-come-back-to-haunt-us-and-could-affect-vaccinated-if-jabs-arent-sent-to-africa-ex-pm-says-12399658?dcmp=snt-sf-twitter

Top URLs in Tweet in G3:
[2] https://www.thenewcivilrightsmovement.com/2021/09/joe-rogan-flattened-by-ex-gop-lawmaker-for-still-spreading-vaccine-bull-after-getting-covid/
[1] https://www.cnn.com/travel/article/flight-attendants-unruly-passengers-covid/index.html
[1] https://mycanyonlake.com/all-kindergarten-teachers-at-kinder-ranch-test-positive-for-covid-19/
[1] https://on.msnbc.com/3kTgVE4
[1] https://on.msnbc.com/3h9DSS6
[1] https://on.msnbc.com/3BDKHTS
[1] https://twitter.com/factandrumor/status/1434833803109965833
[1] https://nbcnews.to/3zRad7w
[1] https://trib.al/dXayAAx
[1] https://nbcnews.to/3tjMqLk

Top URLs in Tweet in G4:
[2] https://twitter.com/drjengunter/status/1433976593064464385
[2] https://twitter.com/drericding/status/1433134944398848008
[2] https://fbanews.org/2021/08/09/covid-outbreak-hits-carnival-cruise-despite-every-guest-and-staff-member-being-vaccinated/
[2] https://www.theguardian.com/world/2021/sep/04/schoolchildren-in-uk-should-be-given-covid-vaccine-says-scientist?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/world/2021/sep/04/let-parents-decide-on-covid-jab-for-12--to-15-year-olds-say-vaccine-advisers?CMP=Share_iOSApp_Other
[2] https://twitter.com/karamballes/status/1432482157101035522
[1] https://www.aftonbladet.se/nyheter/a/eEag5R/sjukhuset-hade-gett-upp--nu-har-gosta-82-cyklat-vatternrundan
[1] https://www.telegraph.co.uk/news/2021/09/04/parents-vow-keep-children-home-school-covid-vaccination-campaign/
[1] https://twitter.com/karamballes/status/1432398973076189188?s=19
[1] https://twitter.com/DGBassani/status/1434566128467066882

Top URLs in Tweet in G5:
[2] https://www.24heures.ch/les-patients-covid-nont-jamais-ete-aussi-presents-en-soins-intensifs-415709019775
[2] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-les-senateurs-ps-deposent-une
[1] https://twitter.com/i24news_fr/status/1434190464803090435
[1] https://leparisien.fr/politique/reforme-des-retraites-de-lassurance-chomage-des-regimes-speciaux-macron-na-pas-dit-son-dernier-mot-05-09-2021-FPNEBYY2XJCFLJHZBIIIYUUYZA.php?xtor=AD-366
[1] https://pgibertie.com/2021/09/03/une-etude-americaine-portant-sur-20-000-soignants-trouve-75-de-covid-symptomatiques-entierement-vaccines/amp/#click=https://t.co/Up41qGkec0
[1] https://twitter.com/bmj_latest/status/1433127870109569024
[1] https://www.leslignesbougent.org/petitions/gestion-covid-19-pour-que-le-respect-de-la-personne-dans-sa-dimension-psychique-soit-toujours-un-droit-inalienable-3299/
[1] https://www.cdc.gov/vaccines/acip/meetings/downloads/slides-2021-08-30/03-COVID-Su-508.pdf
[1] https://twitter.com/philippeherlin/status/1434770584920023042
[1] https://www.bvoltaire.fr/covid-19-la-cour-de-justice-de-la-republique-etouffe-sous-les-milliers-de-plaintes-deposees/?feed_id=6408&_unique_id=6135f3af4cddf

Top URLs in Tweet in G6:
[2] https://www.coronavirus.vic.gov.au/covid-19-vaccine-hindi
[2] https://www.coronavirus.vic.gov.au/covid-19-vaccine-gujarati
[2] https://www.youtube.com/watch?v=RwwYw2XbPCc&feature=youtu.be

[2] https://www.youtube.com/watch?v=meKZJNI-ldA&feature=youtu.be

[1] https://dhhs.vic.gov.au/victorian-coronavirus-covid-19-data
[1] https://www2.health.vic.gov.au/about/news-and-events/News/advice-parents-about-child-mental-health-during-covid-19
[1] https://www.health.qld.gov.au/covid-data
[1] https://www.qld.gov.au/health/conditions/health-alerts/coronavirus-covid-19/current-status/contact-tracing
[1] https://www.health.qld.gov.au/news-events/doh-media-releases/releases/covid-19-update4
[1] https://www.theguardian.com/business/commentisfree/2021/sep/05/australias-carbon-emissions-have-barely-fallen-and-a-massive-task-lies-ahead

Top URLs in Tweet in G7:
[2] https://pubmed.ncbi.nlm.nih.gov/34466270/
[2] https://fee.org/articles/harvard-epidemiologist-says-the-case-for-covid-vaccine-passports-was-just-demolished/
[2] https://www.lifesitenews.com/news/experts-slam-covid-19-shots-for-children/
[2] https://www.dailymail.co.uk/news/article-9958207/Scientist-reveals-heard-Covid-Wuhan-TWO-WEEKS-Beijing-warned-world.html?ito=amp_twitter_share-top
[2] https://thehill.com/homenews/state-watch/570691-az-state-senator-who-saved-gabby-giffordss-life-ends-congressional-bid
[2] https://www.dailymail.co.uk/health/article-9952555/CDC-study-estimates-80-Americans-protected-COVID-19.html
[2] https://www.dailymail.co.uk/news/article-9954849/Boris-Johnson-seeks-extend-draconian-Covid-rules-MARCH.html
[1] https://thefederalist.com/2021/09/01/dr-scott-atlas-science-killed-itself-over-covid-19/
[1] https://www.theepochtimes.com/dr-robert-malone-mrna-vaccine-inventor-on-latest-covid-19-data-booster-shots-and-the-shattered-scientific-consensus_3979206.html
[1] https://www.dailymail.co.uk/news/article-9958207/Scientist-reveals-heard-Covid-Wuhan-TWO-WEEKS-Beijing-warned-world.html?ito=social-twitter_mailonline

Top URLs in Tweet in G8:
[9] https://www.houstonpublicmedia.org/articles/news/politics/2021/09/03/407791/doctors-say-texas-leaders-failed-to-stop-covid-19-from-spreading/
[2] https://twitter.com/houstonpubmedia/status/1433838100652904451
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DMJOaMwacoM4&q=EgS4SO-bGLiP2IkGIhAVVJXOuD4AGdnDTmZECgQRMgFy
[1] https://twitter.com/MSNBC/status/1434139446203625472
[1] https://www.wfaa.com/
[1] https://twitter.com/intent/user?screen_name=wfaa
[1] https://www.houstonpublicmedia.org/articles/news/politics/2021/09/03/407791/doctors-say-texas-leaders-failed-to-stop-covid-19-from-spreading/amp/?utm_source=twitter-share-attachment&utm_medium=button&utm_campaign=hpm-share-link&__twitter_impression=true
[1] https://www.houstonpublicmedia.org/articles/news/politics/2021/09/03/407791/
[1] https://www.forbes.com/sites/alisondurkee/2021/08/17/most-americans-back-mask-mandates-amid-surging-covid-cases-poll-finds-but-republicans-support-them-being-banned/
[1] https://twitter.com/GavinNewsom/status/1434320485878140931

Top URLs in Tweet in G9:
[3] https://www.jacksonville.com/story/news/coronavirus/2021/09/02/covid-19-24-hours-2-children-died-wolfson-childrens-hospital-jacksonville-pediatric-icu/5693254001/
[2] https://www.foxnews.com/media/cnn-panel-biden-admins-mishandling-covid-inability-communicate-clearly-consistently
[2] https://www.foxnews.com/politics/fauci-mu-covid-variant-not-an-immediate-threat-to-americans
[2] https://www.foxnews.com/media/candace-owens-denied-medical-treatment-colorado-lab-cancels-covid-test-appointment
[2] https://apps.apple.com/us/app/bost-app/id1478516141?ls=1
[2] https://play.google.com/store/apps/details?id=com.boropost.application
[1] https://www.reforma.com/se-disparan-en-eu-hospitalizaciones-de-menores-por-covid/ar2252921?utm_source=twitter&utm_medium=social&utm_campaign=promocion_editor
[1] https://childrenshealthdefense.org/defender/2-top-fda-regulators-resign-white-house-approve-boosters/
[1] https://childrenshealthdefense.org/defender/military-service-members-natural-immunity-lawsuit-dod-fda-hhs-covid-vaccine-mandate/
[1] https://www.politicususa.com/2021/09/05/dr-fauci-calls-tucker-carlsons-covid-disinformation-an-enemy-of-public-health.html

Top URLs in Tweet in G10:
[1] https://twitter.com/Asi0734/status/1434477649502613504

Top Domains
Top Domains in Tweet in Entire Graph:
[358] twitter.com
[126] co.uk
[33] theguardian.com
[33] bit.ly
[31] trib.al
[31] com.br
[30] zerohedge.com
[30] youtube.com
[21] nytimes.com
[21] apple.news

Top Domains in Tweet in G1:
[89] twitter.com
[22] co.uk
[12] com.br
[9] sky.com
[7] nytimes.com
[6] msn.com
[6] zerohedge.com
[5] theguardian.com
[4] francetvinfo.fr
[4] foxnews.com

Top Domains in Tweet in G2:
[7] sky.com
[6] twitter.com
[5] trib.al
[4] co.uk
[2] theguardian.com
[2] juliusruechel.com
[1] science.org
[1] crowdjustice.com
[1] thebl.tv
[1] jpost.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] msnbc.com
[2] nbcnews.to
[2] trib.al
[2] thenewcivilrightsmovement.com
[1] cnn.com
[1] mycanyonlake.com
[1] apnews.com
[1] theguardian.com
[1] nbcnews.com

Top Domains in Tweet in G4:
[12] twitter.com
[5] theguardian.com
[4] co.uk
[2] fbanews.org
[2] itv.com
[1] aftonbladet.se
[1] houstonpublicmedia.org
[1] jpost.com
[1] scotsman.com
[1] theatlantic.com

Top Domains in Tweet in G5:
[5] twitter.com
[2] 24heures.ch
[2] publicsenat.fr
[1] leparisien.fr
[1] pgibertie.com
[1] leslignesbougent.org
[1] cdc.gov
[1] bvoltaire.fr
[1] liberation.fr
[1] rtl.fr

Top Domains in Tweet in G6:
[11] gov.au
[10] youtube.com
[5] twitter.com
[2] theguardian.com
[1] facebook.com
[1] unherd.com
[1] medrxiv.org
[1] net.au
[1] bit.ly
[1] iltempo.it

Top Domains in Tweet in G7:
[9] co.uk
[2] nih.gov
[2] fee.org
[2] lifesitenews.com
[2] thehill.com
[1] thefederalist.com
[1] theepochtimes.com
[1] nber.org
[1] substack.com

Top Domains in Tweet in G8:
[11] houstonpublicmedia.org
[6] twitter.com
[1] google.com
[1] wfaa.com
[1] forbes.com
[1] nbcmiami.com
[1] yahoo.com
[1] apnews.com
[1] trib.al
[1] reuters.com

Top Domains in Tweet in G9:
[6] foxnews.com
[3] jacksonville.com
[2] childrenshealthdefense.org
[2] apple.com
[2] google.com
[2] twitter.com
[1] reforma.com
[1] politicususa.com
[1] imf.org
[1] democraticunderground.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[237] covid
[161] covid19
[114] covid_19
[46] whatshappeninginmyanmar
[42] sep6coup
[41] asean_supporterofsac
[35] coronavirus
[23] cuba
[21] myanmarcovidsos
[18] auspol



Top Hashtags in Tweet in G1:
[38] covid
[36] whatshappeninginmyanmar
[33] asean_supporterofsac
[33] sep6coup
[28] covid_19
[22] covid19
[18] myanmarcovidsos
[16] coronavirus
[7] corona
[7] india

Top Hashtags in Tweet in G2:
[4] novaccinepassports
[3] vaccinepassport
[2] covid19
[1] novaccinepassportsanywhere
[1] phillips
[1] getvaccinatednow
[1] vaers
[1] whistleblower
[1] nursetwitter
[1] walkthewall

Top Hashtags in Tweet in G3:
[19] covid
[1] medicareforallnow
[1] america
[1] labordayweekend

Top Hashtags in Tweet in G4:
[2] covid19
[2] sarscov2
[2] facemasks
[2] covidvaccine
[2] antivaxxers
[1] c12
[1] wearamask
[1] coronavirus

Top Hashtags in Tweet in G5:
[15] covid
[9] françoismolins
[2] manifs4septembre
[1] ivermectine
[1] azythromycine
[1] retraites
[1] frexit

Top Hashtags in Tweet in G6:
[8] abc730
[4] covid19
[4] covid
[4] obbligovaccinale
[3] lockdown
[2] covid19nsw
[2] speranza
[2] sundayvibes
[2] rtitbot
[2] wrlm

Top Hashtags in Tweet in G8:
[3] covid19
[3] votingrights
[2] getvaccinated
[2] abbottvariant
[2] gopdeathcult
[2] desantisvariant
[1] ม็อบ29สิงหา
[1] wearamask
[1] texascovid
[1] abbotthateschildren

Top Hashtags in Tweet in G9:
[2] delta
[2] covid_19
[2] covid19
[2] alert
[1] msnbcansewers
[1] alabama
[1] covid
[1] maskup
[1] loveisnottourism

Top Hashtags in Tweet in G10:
[2] elkoyduğuntapumuver
[2] tozkoparanıduyanvarmı
[1] mebpcrzulmünüdurdur
[1] fkocaatamaiçintweetatın

Top Words
Top Words in Tweet in Entire Graph:
[8357] covid
[2357] 19
[753] people
[693] vaccine
[466] more
[380] over
[364] vaccinated
[345] 000
[323] vaccination
[316] children

Top Words in Tweet in G1:
[851] covid
[312] 19
[58] vaccine
[57] people
[39] more
[38] #covid
[36] cases
[36] #whatshappeninginmyanmar
[35] prison
[33] one

Top Words in Tweet in G2:
[103] covid
[27] people
[25] 19
[24] jamesmelville
[20] vaccine
[18] million
[18] children
[18] israel
[16] believe
[16] luck

Top Words in Tweet in G3:
[131] covid
[76] facebook
[47] over
[45] go
[42] hospitals
[41] science
[38] folks
[38] trust
[38] random
[38] articles

Top Words in Tweet in G4:
[128] covid
[19] more
[19] long
[16] 19
[16] pays
[15] schools
[14] student
[14] school
[14] death
[13] devisridhar

Top Words in Tweet in G5:
[94] covid
[31] f_philippot
[30] étais
[29] ce
[27] par
[26] vaccination
[22] philippeherlin
[21] positif
[21] guéri
[21] qu

Top Words in Tweet in G6:
[112] covid
[29] 19
[20] vaccinated
[18] passports
[16] those
[16] prior
[16] disease
[15] vaccine
[15] martinkulldorff
[15] people

Top Words in Tweet in G7:
[93] rwmalonemd
[89] against
[88] efficacy
[87] ivermectin
[87] multifaceted
[87] drug
[87] nobel
[87] prize
[87] honoured
[87] distinction

Top Words in Tweet in G8:
[120] covid
[106] texas
[38] child
[34] more
[33] leads
[30] country
[28] 50
[28] duty2warn
[27] protect
[26] vigilantes

Top Words in Tweet in G9:
[53] covid
[16] 19
[10] cdcgov
[10] foxnews
[10] vaccinated
[9] vaccine
[9] potus
[9] same
[8] against
[8] end

Top Words in Tweet in G10:
[185] covid
[172] mahkumuna
[166] kapali
[164] izni
[70] rterdogan
[54] dbdevletbahceli
[36] kilicdarogluk
[32] abdulhamitgul
[29] meral_aksener
[29] tbmmgenelkurulu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2297] covid,19
[172] mahkumuna,covid
[165] kapali,mahkumuna
[164] covid,izni
[153] contra,covid
[148] covid,vaccine
[140] died,covid
[113] 19,vaccine
[99] positive,covid
[96] nobel,prize

Top Word Pairs in Tweet in G1:
[308] covid,19
[33] #whatshappeninginmyanmar,#sep6coup
[29] #asean_supporterofsac,#whatshappeninginmyanmar
[22] contra,covid
[19] political,prisoners
[19] infected,covid
[17] 19,vaccine
[16] prisoners,unjustly
[16] unjustly,arrested
[16] arrested,military

Top Word Pairs in Tweet in G2:
[25] covid,19
[16] 19,believe
[16] believe,luck
[15] cbouzy,covid
[12] israel,currently
[12] highest,covid
[12] covid,infection
[11] powerfully,true
[11] true,fauci
[11] fauci,dishonest

Top Word Pairs in Tweet in G3:
[38] folks,trust
[38] trust,random
[38] random,facebook
[38] facebook,articles
[38] articles,over
[38] over,medical
[38] medical,science
[38] science,go
[38] go,facebook
[38] facebook,hospitals

Top Word Pairs in Tweet in G4:
[17] long,covid
[14] covid,19
[11] zéro,covid
[9] 12,15
[9] mps,put
[9] put,pressure
[9] pressure,broadcasters
[9] broadcasters,hide
[9] hide,rising
[9] rising,covid

Top Word Pairs in Tweet in G5:
[19] testé,positif
[19] fièvre,douleurs
[17] covid,19
[15] lundi,dernier
[15] dernier,étais
[15] étais,testé
[15] positif,#covid
[15] #covid,fièvre
[15] douleurs,trois
[15] trois,jours

Top Word Pairs in Tweet in G6:
[29] covid,19
[14] prior,covid
[14] covid,disease
[13] passports,those
[13] those,prior
[13] disease,excluding
[13] excluding,vaccinated
[13] vaccinated,weaker
[12] martinkulldorff,passports
[12] weaker,immun

Top Word Pairs in Tweet in G7:
[87] ivermectin,multifaceted
[87] multifaceted,drug
[87] drug,nobel
[87] nobel,prize
[87] prize,honoured
[87] honoured,distinction
[87] distinction,indicated
[87] indicated,efficacy
[87] efficacy,against
[87] against,global

Top Word Pairs in Tweet in G8:
[29] child,covid
[28] leads,country
[28] country,child
[25] isn,ironic
[25] ironic,texas
[25] texas,unleashed
[25] unleashed,vigilantes
[25] vigilantes,protect
[25] protect,lives
[25] lives,unborn

Top Word Pairs in Tweet in G9:
[15] covid,19
[5] end,covid
[4] little,flashback
[4] flashback,presidential
[4] presidential,debate
[4] debate,joe
[4] joe,discusses
[4] discusses,plan
[4] plan,end
[4] covid,folks

Top Word Pairs in Tweet in G10:
[172] mahkumuna,covid
[165] kapali,mahkumuna
[164] covid,izni
[45] izni,rterdogan
[40] rterdogan,dbdevletbahceli
[27] dbdevletbahceli,kilicdarogluk
[27] kilicdarogluk,meral_aksener
[24] meral_aksener,tbmmgenelkurulu
[15] izni,kapali
[12] avabdullahguler,yilmaztunc

Top Replied-To
Top Replied-To in Entire Graph:
@halukbaskan1
@maddow
@ij_ford
@belindajoconnor
@unscriptedmike
@duty2warn
@realcandaceo
@govrondesantis
@peter_fitz
@donwinslow

Top Replied-To in G2:
@ij_ford
@keir_starmer
@nellyb1979
@laworfiction
@jamesmelville
@nadhimzahawi
@londongbaby1
@bgeeky1
@borisjohnson
@angelah58

Top Replied-To in G3:
@donwinslow
@johnpavlovitz
@aslavitt
@b52malmet
@msnbc
@breenewsome
@getvaxxedstat
@ph_harbin
@spartanderek
@sn0wd3n

Top Replied-To in G4:
@devisridhar
@kateandtheboys
@timspencer1
@conor64
@lensiseethrough
@t_tommygraf
@pennylane1357
@dr_ianjackson
@jmc_starbug
@drajm

Top Replied-To in G5:
@philippeherlin
@lacavernemythe
@cavabiensepass3
@pierre_gtil
@info3re
@devospelican451
@drmartyufml
@jesuis2021
@apresj20
@jeank21l

Top Replied-To in G6:
@peter_fitz
@glenina57
@_marching_ents_
@mcali4
@poursanidis
@freddiesayers
@quentindempster
@leannetonkes
@samanthamaiden

Top Replied-To in G7:
@giubekka
@superno_1111
@gr8cryptoreset
@rwmalonemd

Top Replied-To in G8:
@duty2warn
@oktonygeez
@houstonpubmedia
@michellersmith
@js_edit
@gregabbott_tx
@issashame1

Top Replied-To in G9:
@foxnews
@kellyo
@david_j_koch
@awakenotwoke17
@robertparker108
@missyrunyon
@footballsuz1564
@lilycatsmeow
@cianbug13
@adamkinzinger

Top Replied-To in G10:
@halukbaskan1
@filiz73595313
@nurcan11101
@alisahin343434
@bar57722922
@eso35848952
@dobramadam
@goksannazan
@ibrmdrgn21
@emre06690446

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@rterdogan
@whatkaysays
@dbdevletbahceli
@kilicdarogluk
@rikiswrld
@f_philippot
@drdavidsamadi
@abdulhamitgul
@donwinslow

Top Mentioned in G1:
@skinnergj
@hiremaidea
@pgrvenezuela2
@wendyluuv3
@el_rotativo_mx
@lacotejournal
@catamarcaya
@greennaturetr
@de_l_epoque

Top Mentioned in G2:
@jamesmelville
@cbouzy
@skynews
@tedcruz
@borisjohnson
@marcusrashford
@laworfiction
@nadhimzahawi
@ridgeonsunday
@ij_ford

Top Mentioned in G3:
@donwinslow
@getvaxxedstat
@b52malmet
@nbcnews
@7veritas4
@breenewsome
@aslavitt
@lindyli
@msnbc
@arimelber

Top Mentioned in G4:
@drericding
@dgurdasani1
@devisridhar
@nicktolhurst
@karamballes
@andrew_lilico
@chrischirp
@safeedforall_uk
@cotswolds_d
@tigressellie

Top Mentioned in G5:
@f_philippot
@philippeherlin
@caudehenrion
@jmblanquer
@francoiducrocq
@emmanuelmacron
@bvoltaire
@intelligencoeur
@niusmarco
@olivierveran

Top Mentioned in G6:
@martinkulldorff
@youtube
@scottmorrisonmp
@glenina57
@gladysb
@annastaciamp
@mrkrudd
@campbellnewman
@criprights
@vicgovdh

Top Mentioned in G7:
@rwmalonemd
@mailonline
@rastaredpill
@pecko178
@bosnerdley
@awakenindiamvmt
@wendylu_1
@axelfischer1985
@gr8cryptoreset
@andrewbostom

Top Mentioned in G8:
@duty2warn
@occupydemocrats
@houstonpubmedia
@joyannreid
@reportsdanews
@drgjackbrown
@joncoopertweets
@tprnews
@js_edit
@vabvox

Top Mentioned in G9:
@cdcgov
@potus
@foxnews
@who
@sebgorka
@robertkennedyjr
@nikkifried
@lximenezfyvie
@cdcdirector
@awakenotwoke17

Top Mentioned in G10:
@rterdogan
@dbdevletbahceli
@kilicdarogluk
@abdulhamitgul
@meral_aksener
@tbmmgenelkurulu
@adalet_bakanlik
@yildizfeti
@yilmaztunc
@avabdullahguler

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@tomthunkitsmind
@rashidaldosari
@kompascom
@detikcom
@elilustrativo
@republikaonline
@jcc_news

Top Tweeters in G1:
@kompascom
@elilustrativo
@jcc_news
@titrespresse
@elpoliticonews
@skinnergj
@elaragueno
@beritasatu
@foggybottomgal
@notifalcon

Top Tweeters in G2:
@mikedesai
@skynews
@dazyjane410
@abc
@annbank41695841
@zhitovic
@carrdiganbutton
@ft
@mssusanmo
@johnnorton7

Top Tweeters in G3:
@pushandpulljlm
@beckyrae12345
@drpatfarrell
@hardknoxfirst
@bob_levitt
@tenajd
@lininohio
@b52malmet
@shirleydebalsi
@iamsophianelson

Top Tweeters in G4:
@independent
@julie34479
@hawkins_carole
@thescotsman
@starterpat
@mryeswecan
@jhilyz91
@cbsthismorning
@rambo82ave
@mysteri_isle

Top Tweeters in G5:
@mfennormandie
@kitty_maggy
@sarah41659531
@merlofr
@obsevydial
@flobga
@bois_dinde
@soganoff
@info3re
@debeaulieu8

Top Tweeters in G6:
@msmwatchdog2013
@letsroc137
@tttezzz
@gailcoastie
@17thcard
@skynewsaust
@newscomauhq
@jenn1964hussey
@randaltsrandal
@catman_rilea

Top Tweeters in G7:
@navroopsingh_
@mailonline
@scotlandrobbed
@keller_lind
@bosnerdley
@usbornnraised
@annforliberty
@lily04022018
@33freeme33
@pecko178

Top Tweeters in G8:
@debilu2
@eykis
@penndragonart
@vabvox
@budgothmog44
@ap
@joncoopertweets
@reportsdanews
@rosethornne
@js_edit

Top Tweeters in G9:
@reforma
@foxnews
@dianerocks52
@cbsnews
@jaketapper
@moonbreeze2
@snowlady09
@austingarcia
@theview
@mitchellreports

Top Tweeters in G10:
@dzgnakbaba
@yuksel_bulbul
@ipeknesrin1
@alisahin343434
@nurcankoc2337
@rzy1027728010
@filiz73595313
@tuba_tuba2733
@gergerliogluof
@asi0734