COVID, Twitter, 8/22/2022 1:32:12 PM, 280528


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COVID_2022-08-22_01-30-01.xlsx
COVID_2022-08-22_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
COVID via NodeXL https://bit.ly/3AgP8ow
@cdcgov
@flsurgeongen
@vprasadmdmph
@grobisr
@meetjess
@danaparish
@allisonpearson
@telegraph
@berniespofforth
@dmodoscutter

Top hashtags:
#covid
#covid19
#prevención
#longcovid
#19ago
#covid_19
#envideo
#1x10delbuengobierno

Description:
Description
The graph represents a network of 10,913 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 Monday, 22 August 2022 at 08:42 UTC.

The requested start date was Monday, 22 August 2022 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, 3-minute period from Thursday, 18 August 2022 at 12:16 UTC to Sunday, 21 August 2022 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 : 10913
Unique Edges : 6371
Edges With Duplicates : 11859
Total Edges : 18230
Number of Edge Types : 5
Retweet : 5402
MentionsInRetweet : 6525
Tweet : 2669
Replies to : 1310
Mentions : 2324
Self-Loops : 2713
Reciprocated Vertex Pair Ratio : 0.00498442367601246
Reciprocated Edge Ratio : 0.00991940483570986
Connected Components : 2704
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 2105
Maximum Edges in a Connected Component : 4400
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 11.563037
Graph Density : 8.12712810167754E-05
Modularity : 0.582741
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 10,913 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 Monday, 22 August 2022 at 08:42 UTC.

The requested start date was Monday, 22 August 2022 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, 3-minute period from Thursday, 18 August 2022 at 12:16 UTC to Sunday, 21 August 2022 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:
[39] https://www.telegraph.co.uk/news/2022/08/18/lockdown-effects-feared-killing-people-covid/
[26] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20220819-1
[24] https://terrabrasilnoticias.com/2022/08/bomba-oms-nao-recomenda-4a-dose-de-vacinas-contra-covid-para-populacao-geral/
[20] https://special.usps.com/testkits
[15] https://www.dailymail.co.uk/news/article-8793235/Matt-Hancock-wrongly-claims-vitamin-D-doesnt-work-Covid-19.html
[14] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20220819-2?utm_source=dynamic&utm_campaign=bfsharetwitter
[13] https://live2fightanotherday.substack.com/p/lasting-legacy-of-trojan-horses
[13] https://www.irishtimes.com/health/2022/08/19/insufficient-vitamin-d-linked-to-fourfold-increase-in-risk-of-death-among-covid-19-patients/?utm_source=dlvr.it&utm_medium=twitter
[13] https://www.vtv.gob.ve/dia-888-lucha-covid-20082022-2/
[12] https://www.cnn.com/2022/08/16/health/biden-administration-covid-19-vaccines-tests-treatments/index.html

Top URLs in Tweet in G1:
[12] https://www.casaitaliaradio.com/
[8] https://twitter.com/FredLAFernandes/status/1560286332026556419
[4] https://www.wsj.com/articles/fauci-and-walensky-double-down-on-failure-covid-pandemic-evidence-data-lockdowns-mask-mandates-restrictions-public-health-experts-11660855180
[4] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20220819-2?utm_source=dynamic&utm_campaign=bfsharetwitter
[3] https://www.wsj.com/articles/twitter-becomes-a-tool-of-government-censors-alex-berenson-twitter-facebook-ban-covid-misinformation-first-amendment-psaki-murthy-section-230-antitrust-11660732095
[3] https://apple.news/Aq1WXwyzzQ3mTFbZDTSb0Zg
[3] https://www.theguardian.com/us-news/2022/aug/19/us-covid-cases-mandates-deaths?CMP=share_btn_tw
[3] https://www.diariocontraste.com/2022/08/oms-recomienda-el-segundo-refuerzo-contra-la-covid-para-los-grupos-de-riesgo/
[3] http://kec.pa
[3] https://www.cnn.com/2022/08/21/africa/jerry-eze-online-platform-nigeria-intl-cmd/index.html

Top URLs in Tweet in G2:
[3] https://www.nytimes.com/2022/08/17/us/politics/cdc-rochelle-walensky-covid.html
[2] https://hongkongfp.com/2022/08/17/almost-20-of-hong-kong-children-infected-during-fifth-wave-suffered-from-long-covid-hospital-finds/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432319/
[2] https://www.youtube.com/watch?v=WsYtY9qgvMU&feature=youtu.be

[2] https://brownstone-org.cdn.ampproject.org/c/s/brownstone.org/articles/cdc-quietly-ends-differentiation-on-covid-vaccination-status/amp/
[2] https://www.theepochtimes.com/exclusive-marine-faces-court-martial-for-not-taking-covid-19-vaccine-refuses-to-be-sent-back-to-us-for-trial_4671159.html?utm_source=ref_share&utm_campaign=tw&rs=SHRHHRPB
[1] https://www.cnn.com/2022/08/16/health/biden-administration-covid-19-vaccines-tests-treatments/index.html
[1] https://www.ctvnews.ca/health/coronavirus/covid-19-hospitalizations-due-to-omicron-are-vastly-underreported-grassroots-organization-1.6030947
[1] https://twitter.com/greeninglab/status/1561224536703619073
[1] https://www.bbc.com/future/article/20220815-the-hunt-for-a-universal-covid-19-jab

Top URLs in Tweet in G3:
[7] https://consents.prismamedia.com?redirectHost=https%3A%2F%2Fwww.capital.fr&redirectUri=%2feconomie-politique%2fcovid-19-letat-va-interdire-les-affiches-antivax-a-toulouse-1444184
[5] https://www.francesoir.fr/videos-les-debriefings/panneaux-antivaccins-covid-vincent-pavan-reinfoliberte-repond
[5] http://www.capital.fr/
[5] https://www.cnews.fr/france/2022-08-19/toulouse-letat-va-interdire-les-affiches-hostiles-la-vaccination-contre-le-covid
[3] https://www-naturalnews-com.translate.goog/2022-08-16-top-8-admissions-cdc-fda-fauci-immunologists-about-covid-19-vaccines.html?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=fr
[3] https://france3-regions.francetvinfo.fr/occitanie/haute-garonne/toulouse/affiches-anti-vaccin-covid-19-a-toulouse-la-secretaire-d-etat-sonia-backes-annonce-un-arrete-d-interdiction-2598480.html
[3] https://www.tmrjournals.com/article.html?J_num=4&a_id=2275
[3] https://ctiapchcholet.blogspot.com/2022/08/vaccins-contre-la-covid-19-lopecst.html?m=0
[2] https://openvaers.com/covid-data/mortality
[2] https://www.telegraph.co.uk/news/2022/08/18/lockdown-effects-feared-killing-people-covid/

Top URLs in Tweet in G5:
[13] https://www.vtv.gob.ve/dia-888-lucha-covid-20082022-2/
[10] https://venezuela-news.com/dia-888-pandemia-venezuela-135-nuevos-casos-covid-19/
[7] https://www.vtv.gob.ve/dia-885-lucha-covid-17082022/
[2] https://www.youtube.com/watch?v=v2ARo7uZgY0&feature=youtu.be

[2] https://ultimasnoticias.com.ve/noticias/el-informante/covid-no-es-gripe/
[1] https://www.youtube.com/watch?v=fMcSOj3W2h0&feature=youtu.be

[1] https://venezuela-news.com/a-886-dias-de-la-pandemia-en-venezuela/
[1] https://www.vtv.gob.ve/presidente-maduro-bioseguridad-vacunacion-covid/

Top URLs in Tweet in G6:
[1] https://www.hindustantimes.com/kerala/murder-convict-s-presence-at-wedding-of-kerala-cm-s-daughter-kicks-up-row/story-agBF7MziporGbwzE6ViRrO.html
[1] https://jp.reuters.com/article/japan-pm-covid-idJPKBN2PR04N
[1] https://www.citti.net/

Top URLs in Tweet in G7:
[3] https://www.telegraph.co.uk/news/2022/08/18/lockdown-effects-feared-killing-people-covid/
[2] https://twitter.com/i/events/1560367072743460865
[1] https://news.sky.com/story/first-real-world-study-gives-detailed-new-insights-into-when-people-with-covid-are-infectious-12676334
[1] https://www.express.co.uk/life-style/health/1658074/Covid-lockdown-report-mental-health-nhs
[1] https://www.theguardian.com/world/2022/aug/21/covid-is-over-attitude-may-threaten-autumn-booster-uptake-england-scientists?CMP=share_btn_tw
[1] https://twitter.com/Femi_Sorry/status/1224059196645298179/video/1
[1] https://www.telegraph.co.uk/politics/2022/08/20/liz-truss-halt-nhs-doctor-exodus/
[1] https://linkinghub.elsevier.com/retrieve/pii/S0163445322004790
[1] https://twitter.com/evusheld4theuk/status/1561269154358988800
[1] https://twitter.com/Femi_Sorry/status/1560590248442093568

Top URLs in Tweet in G8:
[3] https://www.theguardian.com/world/2022/aug/21/covid-is-over-attitude-may-threaten-autumn-booster-uptake-england-scientists?CMP=Share_iOSApp_Other
[2] https://www.reuters.com/world/asia-pacific/japan-pm-kishida-infected-with-covid-19-nhk-2022-08-21/
[2] https://www.deccanherald.com/city/top-bengaluru-stories/bengaluru-hospitals-reopening-covid-19-isolation-wings-1137038.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanepe%2Farticle%2FPIIS2666-7762%2821%2900178-2%2Ffulltext&rc=0
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41390-022-02266-7
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpsy%2Farticle%2FPIIS2215-0366%2822%2900260-7%2Ffulltext&rc=0
[1] https://onlinelibrary.wiley.com/doi/10.1002/hsr2.789
[1] https://hongkongfp.com/2022/08/17/almost-20-of-hong-kong-children-infected-during-fifth-wave-suffered-from-long-covid-hospital-finds/
[1] https://www.japantimes.co.jp/news/2022/08/18/world/science-health-world/covid19-brain-long-term-harm/
[1] https://9now.nine.com.au/a-current-affair/coronavirus-aussie-ironwoman-athlete-issues-covid19-warning/f35bb3ac-3e32-42fe-a29f-362ff31bd491

Top URLs in Tweet in G9:
[3] https://www.cnn.com/2022/08/16/health/biden-administration-covid-19-vaccines-tests-treatments/index.html
[3] https://www.thenation.com/article/society/covid-pandemic-cdc-fatigue/
[3] https://www.theatlantic.com/health/archive/2022/03/covid-us-death-rate/626972/
[2] https://www.theguardian.com/world/2022/aug/21/covid-is-over-attitude-may-threaten-autumn-booster-uptake-england-scientists?CMP=share_btn_tw
[2] https://www.healthdata.org/special-analysis/estimation-excess-mortality-due-covid-19-and-scalars-reported-covid-19-deaths
[1] https://www.nytimes.com/2022/08/17/us/politics/cdc-rochelle-walensky-covid.html
[1] https://counterdisinformationproject.substack.com/p/the-blame-game-and-child-vax-part?utm_source=twitter&sd=pf
[1] https://www.nbcnews.com/politics/white-house/biden-urge-cities-spend-covid-relief-money-police-crime-prevention-rcna28656
[1] https://bit.ly/3K0d2sZ
[1] https://bit.ly/3K2GzCr

Top URLs in Tweet in G10:
[3] https://www.telegraph.co.uk/news/2022/08/18/lockdown-effects-feared-killing-people-covid/
[1] https://trib.al/QsGaDyG
[1] https://on.wsj.com/3Pv1GhK
[1] https://on.wsj.com/3pt2wB5
[1] https://www.wsj.com/articles/fauci-and-walensky-double-down-on-failure-covid-pandemic-evidence-data-lockdowns-mask-mandates-restrictions-public-health-experts-11660855180?st=18dn706251s6qt4
[1] https://twitter.com/TomFitton/status/1554953751982739456
[1] https://www.judicialwatch.org/china-key-covid-info/
[1] https://www.wsj.com/articles/fauci-and-walensky-double-down-on-failure-covid-pandemic-evidence-data-lockdowns-mask-mandates-restrictions-public-health-experts-11660855180?st=o2fg8prtjzpm0vi&reflink=share_mobilewebshare
[1] https://twitter.com/steve_hanke/status/1559669285991088134
[1] https://www.wsj.com/articles/fauci-and-walensky-double-down-on-failure-covid-pandemic-evidence-data-lockdowns-mask-mandates-restrictions-public-health-experts-11660855180?st=d5ciyne89fupbdn

Top Domains
Top Domains in Tweet in Entire Graph:
[304] twitter.com
[139] co.uk
[58] buzzfeed.com
[40] theguardian.com
[35] youtube.com
[31] substack.com
[28] ctvnews.ca
[26] wsj.com
[26] terrabrasilnoticias.com
[22] com.br

Top Domains in Tweet in G1:
[83] twitter.com
[13] co.uk
[12] theguardian.com
[12] casaitaliaradio.com
[10] wsj.com
[9] com.br
[7] informazione.it
[6] washingtonpost.com
[6] buzzfeed.com
[6] geniouxfacts.com

Top Domains in Tweet in G2:
[14] twitter.com
[3] theepochtimes.com
[3] nytimes.com
[3] youtube.com
[3] co.uk
[2] hongkongfp.com
[2] nih.gov
[2] ampproject.org
[1] cnn.com
[1] ctvnews.ca

Top Domains in Tweet in G3:
[7] prismamedia.com
[6] translate.goog
[5] francesoir.fr
[5] capital.fr
[5] co.uk
[5] blogspot.com
[5] cnews.fr
[4] francetvinfo.fr
[4] openvaers.com
[3] twitter.com

Top Domains in Tweet in G5:
[21] gob.ve
[11] venezuela-news.com
[3] youtube.com
[2] com.ve

Top Domains in Tweet in G6:
[1] hindustantimes.com
[1] reuters.com
[1] citti.net

Top Domains in Tweet in G7:
[6] co.uk
[6] twitter.com
[1] sky.com
[1] theguardian.com
[1] elsevier.com
[1] wsws.org

Top Domains in Tweet in G8:
[6] theguardian.com
[5] twitter.com
[2] elsevierhealth.com
[2] reuters.com
[2] deccanherald.com
[1] nature.com
[1] wiley.com
[1] hongkongfp.com
[1] co.jp
[1] com.au

Top Domains in Tweet in G9:
[3] cnn.com
[3] thenation.com
[3] theatlantic.com
[2] nytimes.com
[2] substack.com
[2] theguardian.com
[2] healthdata.org
[2] bit.ly
[1] nbcnews.com
[1] twitter.com

Top Domains in Tweet in G10:
[6] wsj.com
[3] co.uk
[2] twitter.com
[1] trib.al
[1] judicialwatch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[250] covid
[116] covid19
[101] prevención
[51] longcovid
[50] 19ago
[48] covid_19
[41] envideo
[37] 1x10delbuengobierno
[34] 21ago
[30] venezuelaemprende



Top Hashtags in Tweet in G1:
[35] covid
[17] covid19
[17] politica
[15] news
[14] politicaitaliana
[12] coronavirus
[12] casaitaliaradio
[12] webradio
[12] radio
[12] casa

Top Hashtags in Tweet in G2:
[18] longcovid
[11] isme18
[3] covid19
[3] covid
[2] lcpforum
[2] globalpt
[2] pediatrician
[2] cdcguildlinesareajoke
[1] maskswork
[1] mrna

Top Hashtags in Tweet in G3:
[14] covid
[14] censure
[12] accouchement
[12] humanité
[12] désarroi
[12] gynécologue
[10] toulouse
[4] franceinfo
[3] autran
[2] france

Top Hashtags in Tweet in G4:
[22] noolvidamos
[1] bicicleta

Top Hashtags in Tweet in G5:
[99] prevención
[41] envideo
[37] 19ago
[36] 1x10delbuengobierno
[28] 21ago
[27] venezuelaemprende
[25] 18ago
[19] congresonuevaépoca
[13] laguaira
[12] entérate

Top Hashtags in Tweet in G6:
[1] fumiokishida
[1] corona
[1] covid
[1] japan
[1] shorts
[1] hindumisia

Top Hashtags in Tweet in G7:
[2] covid
[2] monkeypox
[2] hiv

Top Hashtags in Tweet in G8:
[8] sars
[6] evusheld
[4] covid
[3] immunocompromised
[2] longcovid
[2] corsirosenthalbox
[2] ecv
[1] backtoschool
[1] thinkitthrough
[1] winwin

Top Hashtags in Tweet in G9:
[4] covid19
[1] longcovid
[1] covid
[1] brainfog
[1] vaxx
[1] mask
[1] vaxxed
[1] covidisairborne
[1] protectkids
[1] savenhs

Top Words
Top Words in Tweet in Entire Graph:
[7211] covid
[1818] 19
[711] people
[432] more
[365] deaths
[330] vaccine
[285] hoy
[278] hospital
[266] días
[260] long

Top Words in Tweet in G1:
[715] covid
[232] 19
[38] cases
[38] ਰ
[38] ਦ
[37] people
[36] more
[35] #covid
[34] ਹ
[31] ਸ

Top Words in Tweet in G2:
[237] covid
[33] 19
[31] mild
[29] over
[29] deaths
[28] cdcgov
[27] long
[26] danaparish
[25] people
[24] kathyco55115034

Top Words in Tweet in G3:
[170] covid
[50] vaccins
[47] censure
[46] panneaux
[45] f_philippot
[44] 19
[43] affichage
[39] vaccin
[37] sont
[32] france

Top Words in Tweet in G4:
[248] hoy
[246] días
[220] manuelrico
[176] hospital
[168] gobierno
[168] residentes
[164] ayuso
[164] aprobó
[164] protocolo
[164] impedía

Top Words in Tweet in G5:
[270] covid
[260] 19
[123] vtvcanal8
[99] #prevención
[91] venezuela
[91] casos
[75] contra
[68] nuevos
[53] medidas
[52] contagio

Top Words in Tweet in G6:
[136] covid
[122] jpn_pmo
[122] kishida230
[121] narendramodi
[120] recovery
[120] 19
[119] wishing
[119] prime
[119] minister
[119] fumio

Top Words in Tweet in G7:
[130] covid
[72] people
[57] nhs
[37] telegraph
[32] more
[30] femi_sorry
[26] brexit
[25] juliahb1
[25] staff
[25] saying

Top Words in Tweet in G8:
[121] covid
[60] 19
[32] know
[25] during
[23] yash25571056
[21] care
[19] crisis
[18] matt
[18] hancock
[18] mp

Top Words in Tweet in G9:
[108] covid
[36] people
[20] joncoopertweets
[19] myrabatchelder
[17] deaths
[16] times
[16] health
[15] cases
[13] many
[13] clotting

Top Words in Tweet in G10:
[46] concluded
[46] johns
[46] hopkins
[46] meta
[46] analysis
[46] lockdown
[45] iammgraham
[45] university
[45] studies
[45] around

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1738] covid,19
[219] manuelrico,hoy
[195] contra,covid
[164] días,gobierno
[164] gobierno,ayuso
[164] ayuso,aprobó
[164] aprobó,protocolo
[164] protocolo,impedía
[164] impedía,trasladar
[164] trasladar,hospital

Top Word Pairs in Tweet in G1:
[213] covid,19
[17] contra,covid
[14] long,covid
[14] during,covid
[14] covid,cases
[12] leggi,più
[12] più,#casaitaliaradio
[12] #casaitaliaradio,#webradio
[12] #webradio,#radio
[12] #radio,#casa

Top Word Pairs in Tweet in G2:
[31] covid,19
[15] long,covid
[15] mild,covid
[12] long,term
[12] died,covid
[11] problems,such
[11] heart,attack
[11] #isme18,superspreader
[11] superspreader,event
[11] event,half

Top Word Pairs in Tweet in G3:
[44] covid,19
[36] panneaux,affichage
[26] france,gouvernement
[26] gouvernement,censure
[26] censure,panneaux
[26] affichage,covid
[26] covid,vaccins
[26] vaccins,allemagne
[26] allemagne,ministre
[26] ministre,traite

Top Word Pairs in Tweet in G4:
[219] manuelrico,hoy
[164] días,gobierno
[164] gobierno,ayuso
[164] ayuso,aprobó
[164] aprobó,protocolo
[164] protocolo,impedía
[164] impedía,trasladar
[164] trasladar,hospital
[164] hospital,residentes
[153] residentes,vulnerab

Top Word Pairs in Tweet in G5:
[253] covid,19
[70] vtvcanal8,#prevención
[68] contra,covid
[61] 19,venezuela
[48] casos,covid
[48] medidas,bioseguridad
[47] 135,nuevos
[46] nuevos,casos
[43] venezuela,registró
[41] #envideo,covid

Top Word Pairs in Tweet in G6:
[120] recovery,covid
[120] covid,19
[119] prime,minister
[119] minister,fumio
[119] fumio,kishida
[119] kishida,speedy
[119] speedy,recovery
[119] jpn_pmo,kishida230
[118] 19,jpn_pmo
[116] wishing,friend

Top Word Pairs in Tweet in G7:
[24] nhs,staff
[24] people,covid
[23] people,attacking
[23] attacking,nhs
[23] nhs,supported
[23] supported,brexit
[23] brexit,despite
[23] despite,single
[23] single,branch
[23] branch,nhs

Top Word Pairs in Tweet in G8:
[59] covid,19
[20] during,covid
[18] matt,hancock
[18] hancock,mp
[18] mp,know
[18] know,during
[18] 19,crisis
[18] crisis,care
[18] care,homes
[18] homes,dido

Top Word Pairs in Tweet in G9:
[12] covid,pts
[11] don,think
[11] think,people
[11] people,realise
[11] realise,means
[11] means,morrison
[11] morrison,hijacked
[11] hijacked,health
[11] health,powers
[11] powers,commandeered

Top Word Pairs in Tweet in G10:
[46] johns,hopkins
[46] meta,analysis
[45] hopkins,university
[45] university,meta
[45] analysis,studies
[45] studies,around
[45] around,world
[45] world,concluded
[45] concluded,lockdown
[45] lockdown,mask

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@karl_lauterbach
@tomilahren
@joncoopertweets
@potus
@gop
@bfmtv
@ksorbs
@juliahb1
@kathyco55115034

Top Replied-To in G2:
@kathyco55115034
@danaparish
@meetjess
@mehdirhasan
@greeninglab
@antonio_caramia
@lensiseethrough
@jerseygirlk8
@vvalkyri
@elizavetaka

Top Replied-To in G3:
@bfmtv
@soniabackes
@banounhelene
@zoomabus
@verity_france
@gg_rmc
@cnews
@cesbrogina
@letitshine69
@jackosp4rrow

Top Replied-To in G5:
@karo_psuv

Top Replied-To in G6:
@pmoindia
@schawla13
@kishida230
@narendramodi

Top Replied-To in G7:
@juliahb1
@kit_yates_maths
@femi_sorry
@greenoaksteve
@geoff19542
@marieannuk
@bobscartoons
@sonofcultdao
@sturzen5
@silentw51848616

Top Replied-To in G8:
@tomhfh
@mildanalyst
@drneenajha
@stevebarclay
@rishisunak
@deborahherron12
@esthermcvey1
@charles71704451
@thecpdiary
@thenickpepper

Top Replied-To in G9:
@joncoopertweets
@aslavitt
@janbrown7
@elizajbarr
@pcrritesgood
@shelley212
@karamballes
@cdpnetworkmap
@myrabatchelder
@deplorablenew

Top Replied-To in G10:
@clarkemicah
@iammgraham
@353_miles_apart
@tomfitton
@tristan_shale

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@vtvcanal8
@jpn_pmo
@kishida230
@narendramodi
@elisevmike
@rshivshankar
@geri_e_l_scott
@erictopol
@f_philippot

Top Mentioned in G1:
@ajlamesa
@jaimeacevedomd
@mbrooksuk
@ray_noble1
@actionwellness0
@antondepierro
@kanekos69
@quepasaweb

Top Mentioned in G2:
@cdcgov
@danaparish
@mehdirhasan
@kathyco55115034
@meetjess
@greeninglab
@nobodyimpawtant
@ahandvanish
@cdcdirector
@elisaperego78

Top Mentioned in G3:
@f_philippot
@banounhelene
@yvespdb
@bfmtv
@narashi13876794
@erikloridan
@yukinek56432140
@laurencekayser
@divizio1
@interieur_gouv

Top Mentioned in G4:
@manuelrico
@fiscal_es
@danielmontgat
@jjsb441
@angelopezh
@josluisheredero

Top Mentioned in G5:
@vtvcanal8
@gnb_pueblo
@gnbd412
@yami2336
@desttomefpo
@nicolasmaduro
@cmdtedestcha
@1ciacamurichico
@somosrmnoticias
@luiscarrillo66

Top Mentioned in G6:
@jpn_pmo
@kishida230
@narendramodi
@abhishbanerj
@pmoindia
@ssrstan4ever
@ips_nupurprasad
@doptgoi
@nsitharaman
@ips_association

Top Mentioned in G7:
@telegraph
@femi_sorry
@juliahb1
@kit_yates_maths
@devisridhar
@dgurdasani1
@rubiconcapital_
@actuarybyday
@profkarolsikora
@propanegary

Top Mentioned in G8:
@yash25571056
@publicpriestley
@danielgoyal
@stevebarclay
@microbeminded2
@drkerrysmith
@evusheld4theuk
@trussliz
@taylorlorenz
@appg_vgp

Top Mentioned in G9:
@myrabatchelder
@criprights
@joncoopertweets
@weselymd
@heavyredaction
@aslavitt
@thrasherxy
@karamballes
@gregggonsalves
@juliaraifman

Top Mentioned in G10:
@iammgraham
@tomlondon6
@wsjopinion
@wsj
@steve_hanke
@tomfitton
@johntierneynyc
@clarkemicah
@vivekgramaswamy
@michalpur

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@recentlatestvia
@simanekomama
@americanair
@ptjasamarga
@difusion365
@chidambara09
@guldeen
@republikaonline
@gambiste1

Top Tweeters in G1:
@infoitinterno
@ptjasamarga
@difusion365
@republikaonline
@reportes24h
@efectocognitivo
@kanekos69
@infoiteconomia
@diariocontraste
@2001online

Top Tweeters in G2:
@daretothink53
@jeannebartram
@bbddpp
@politico
@cassandranocov
@riotheatherrr
@sweetie_tweeter
@vikkik88
@plepsart
@epochtimes

Top Tweeters in G3:
@bfmtv
@m75sylvie
@yvespdb
@mi1789
@populiste63
@l_oranaise_
@cnews
@jackimbe
@philvelissariou
@grobisr

Top Tweeters in G4:
@mmoli588
@manuela34537619
@oldfanegas
@biolola
@rosira_rosi
@jjsb441
@josepepehz
@leymordaza1
@carlessueiras
@carl0smoreno

Top Tweeters in G5:
@vtvcanal8
@luiscarrillo66
@kfbran
@mercede073
@astudi_ces
@juancarlosard16
@gnb_pueblo
@candidova12
@yami2336
@nicolasmaduro

Top Tweeters in G6:
@innovativehindu
@vinodshadija
@yogi210875
@shailendra_nair
@wavehit
@deep221187
@hnkimma
@saini_51
@jkpanda1234
@veerbahadurch13

Top Tweeters in G7:
@lorettabower3
@telegraph
@zidanesboots
@disparatepost
@ameliaaber
@chrismaslanka
@kim_harding
@simonpease1
@jackcdawes
@willblackwriter

Top Tweeters in G8:
@daily_express
@mckinlay_liz
@saffiya_khan1
@phyl_jones
@itvnews
@katevasey
@sillyshib
@delhi_dave
@sueasmith571
@pmawhorter

Top Tweeters in G9:
@mariecolemanao
@wavesofeuphoria
@joncoopertweets
@jrlaredo
@chrismac1270
@trayvonee
@julie28086389
@costrike
@deplorablenew
@wccjtsan

Top Tweeters in G10:
@ferguson2811
@justmebeingme4
@wsj
@kingmark1st
@oldstinkyone
@indyclacksman
@thelucky7smokes
@livingstonld22
@clarkemicah
@guffynicola


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