COVID, Twitter, 8/24/2022 2:43:28 PM, 280628


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COVID_2022-08-24_00-34-41.xlsx
COVID_2022-08-24_00-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 24, 2022
Short Description:
COVID via NodeXL https://bit.ly/3CrRhjU
@cdcgov
@chantz_y
@drelidavid
@stevecue
@arpette71
@france_soir
@dover63a
@drjbhattacharya
@cristina_b
@twitter

Top hashtags:
#refuerzatuvacuna
#22ago
#covid
#covid19
#covid_19
#longcovid
#1x10delbuengobierno

Description:
Description
The graph represents a network of 10,837 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 Wednesday, 24 August 2022 at 07:45 UTC.

The requested start date was Wednesday, 24 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 2-day, 0-hour, 5-minute period from Sunday, 21 August 2022 at 12:14 UTC to Tuesday, 23 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 : 10837
Unique Edges : 6505
Edges With Duplicates : 12959
Total Edges : 19464
Number of Edge Types : 5
Retweet : 5455
MentionsInRetweet : 7063
Replies to : 1385
Mentions : 3109
Tweet : 2452
Self-Loops : 2505
Reciprocated Vertex Pair Ratio : 0.00765456329735034
Reciprocated Edge Ratio : 0.0151928320997273
Connected Components : 2587
Single-Vertex Connected Components : 673
Maximum Vertices in a Connected Component : 2207
Maximum Edges in a Connected Component : 4597
Maximum Geodesic Distance (Diameter) : 37
Average Geodesic Distance : 12.33917
Graph Density : 8.74395251110681E-05
Modularity : 0.566977
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 10,837 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 Wednesday, 24 August 2022 at 07:45 UTC.

The requested start date was Wednesday, 24 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 2-day, 0-hour, 5-minute period from Sunday, 21 August 2022 at 12:14 UTC to Tuesday, 23 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:
[22] https://www.casaitaliaradio.com/
[19] https://revistaoeste.com/brasil/fiocruz-aponta-eficacia-de-vitamina-b12-para-atenuar-covid-19/
[15] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20220819-1
[13] https://twitter.com/KNH_hospital/status/1561628560611221504?s=20&t=0bxBxSIvVh60tEuSVQd4OA
[13] https://childrenshealthdefense.org/defender/vaccinated-higher-risk-dying-covid-vaccine-canadian-province-manitoba/
[10] https://www.latimes.com/opinion/story/2022-08-21/long-covid-treatment-research
[9] https://thehill.com/blogs/blog-briefing-room/news/legislation/healthcare/3609018-covid-19-associated-with-increased-risk-of-brain-disorders-2-years-after-infection-study/
[9] https://www.zerohedge.com/geopolitical/un-recruited-over-100000-digital-first-responders-push-establishment-covid-narrative
[9] https://www.dailymail.co.uk/news/article-8793235/Matt-Hancock-wrongly-claims-vitamin-D-doesnt-work-Covid-19.html
[9] https://www.vtv.gob.ve/dia-888-lucha-covid-20082022-2/

Top URLs in Tweet in G1:
[22] https://www.casaitaliaradio.com/
[3] https://apnews.com/article/gun-violence-covid-health-chicago-c912ecc5619e925c5ea7447d36808715
[2] https://www.newsmag.gr/iaponia-thetikos-stin-covid-19-o-prothypoyrgos-kisinta-meta-tin-epistrofi-toy-apo-diakopes/
[2] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20220819-1
[2] https://www.tennisworldusa.org/tennis/news/Novak_Djokovic/119117/us-senator-sounds-off-on-novak-djokovic-us-entry-ban/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.rietilife.com/2022/08/22/covid-21-nuovi-casi-e-60-guariti-ora-il-totale-scende-sotto-a-600/
[2] https://www.rietilife.com/2022/08/21/covid-44-guariti-e-47-positivi-lieve-risalita-ora-il-totale-va-a-628/
[2] https://twitter.com/EchoUruguay/status/1559952870358876163
[2] https://knewsonline.com/targeting-covid-19-vaccine-hesitancy-residents-want-robust-awareness-in-rural-liberia/
[2] https://blog.benchmarkemail.com/es/covid-19-email-marketing-crisis

Top URLs in Tweet in G2:
[9] https://www.vtv.gob.ve/dia-888-lucha-covid-20082022-2/
[6] https://venezuela-news.com/dia-888-pandemia-venezuela-135-nuevos-casos-covid-19/
[5] https://twitter.com/Mippcivzla/status/1561645617717420033?t=fYzW2Vghey8pok5vmQZdXA&s=09
[4] https://www.vtv.gob.ve/dia-889-lucha-covid-22082022/
[4] https://twitter.com/Mippcivzla/status/1561687382293987330?t=6cUMXiH5VwqXzqyf7QXNmA&s=09
[2] https://www.vtv.gob.ve/dia-890-lucha-covid-22082022/
[2] https://twitter.com/Mippcivzla/status/1561645617717420033
[1] https://www.dailymotion.com/video/x8d6yz6
[1] https://venezuela-news.com/dia-889-de-pandemia-en-venezuela-83-nuevos-casos-por-covid-19/
[1] https://twitter.com/AnibalGarzon/status/1561379586847514629

Top URLs in Tweet in G4:
[3] https://www.telegraph.co.uk/columnists/2022/08/23/nhs-isnt-buying-covid-wonder-drug-excuse-makes-no-sense/
[3] https://www.washingtonpost.com/health/2022/08/19/long-covid-brain-effects
[2] https://news.westernu.ca/2022/08/western-requires-covid-19-booster-masking-instructional-spaces-this-fall/
[2] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[2] https://www.change.org/p/centers-for-disease-control-and-prevention-stop-covid-with-gold-standard-14-day-isolation
[2] https://blog.petrieflom.law.harvard.edu/2022/08/18/cdc-walensky-covid-response/
[1] https://twitter.com/singingsox/status/1561003840077529088
[1] https://www.rollingstone.com/culture/culture-commentary/cdc-response-covid-19-monkeypox-polio-screwed-1234578485/
[1] https://www.wsj.com/articles/biden-administration-plans-for-end-of-covid-19-shot-treatment-coverage-11660838418
[1] https://www.dailymail.co.uk/health/article-10565993/Cloth-masks-allow-90-particles-filter-giving-little-ability-prevent-Covid.html?ito=native_share_article-masthead

Top URLs in Tweet in G6:
[3] https://www.mayoclinicproceedings.org/article/S0025-6196(12)61858-8/fulltext
[2] https://gript.ie/look-for-ways-to-increase-insecurity-anxiety-and-uncertainty-zero-covid-document/
[2] https://www.redbubble.com/i/sticker/Covid-Wars-Hero-Sunetra-Gupta-by-stephensmith999/120458844.EJUG5?asc=u
[2] https://lemediaen442.fr/apres-avoir-temoigne-au-senat-sur-les-effets-des-vaccins-covid-le-dr-amine-umlil-est-convoque-pour-mesure-disciplinaire/
[1] 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
[1] https://www.newsweek.com/how-fauci-fooled-america-opinion-1643839
[1] https://twitter.com/MartinKulldorff/status/1340352565481975812
[1] https://gbdeclaration.org/
[1] https://twitter.com/FaceTheNation/status/1561368312981905413
[1] https://www.wsj.com/articles/the-centers-for-disease-politics-rochelle-walensky-center-for-disease-control-and-prevention-covid-vaccines-11660859044?mod=e2two

Top URLs in Tweet in G7:
[2] https://www.ouest-france.fr/sante/vaccin/la-question-du-jour-vous-ferez-vous-de-nouveau-vacciner-contre-le-covid-19-6d97199a-1e3f-11ed-b83d-4732997e1808
[1] https://twitter.com/GabinJean3/status/1558877749175111685?s=20&t=yOx18w_8YN17hQ3mlIehGA
[1] https://summit-news.translate.goog/2022/08/18/un-recruited-over-100000-digital-first-responders-to-push-establishment-covid-narrative/?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=en
[1] https://twitter.com/amine_umlil/status/1561758216240889859
[1] https://ansm.sante.fr/uploads/2022/08/01/20220801-covid-19-vaccins-fiche-de-synthese-28072022-2.pdf
[1] http://ctiapchcholet.blogspot.com/2022/08/vaccins-contre-la-covid-19-lopecst.html?m=0
[1] https://www.syndicat-liberte-sante.com/wp-content/uploads/2022/08/confraternel2.pdf
[1] https://lemediaen442.fr/apres-avoir-temoigne-au-senat-sur-les-effets-des-vaccins-covid-le-dr-amine-umlil-est-convoque-pour-mesure-disciplinaire/
[1] https://solidarites-sante.gouv.fr/soins-et-maladies/maladies/maladies-infectieuses/coronavirus/tout-savoir-sur-le-covid-19/article/les-gestes-barrieres
[1] https://reseauinternational.net/apres-avoir-temoigne-au-senat-sur-les-effets-des-vaccins-covid-le-dr-amine-umlil-est-convoque-pour-mesure-disciplinaire/

Top URLs in Tweet in G9:
[9] https://thehill.com/blogs/blog-briefing-room/news/legislation/healthcare/3609018-covid-19-associated-with-increased-risk-of-brain-disorders-2-years-after-infection-study/
[4] https://slate.com/news-and-politics/2021/02/lancet-study-40-percent-u-s-covid-19-coronavirus-deaths-avoidable-unnecessary.html
[2] https://apnews.com/article/biden-inflation-covid-health-greg-abbott-9a3cba6cd4bf72f2c86fdd539b120bf6?taid=6300d4015ea3980001d83bab&utm_campaign=TrueAnthem&utm_medium=AP&utm_source=Twitter&s=09
[1] https://twitter.com/thehill/status/1561250757441191937
[1] https://www.peoplesworld.org/article/rand-paul-spreads-covid-lies-risking-lives-in-low-vaccination-rate-kentucky/
[1] https://www.newsmax.com/health/health-news/monkeypox-treatment-siga-technologies/2022/08/23/id/1084207/
[1] https://www.newsmax.com/politics/eric-schmitt-anthony-fauci-covid/2022/08/22/id/1084110/
[1] https://www.newsmax.com/newsfront/monkeypox-treatment-siga-technologies/2022/08/23/id/1084207/

Top URLs in Tweet in G10:
[4] https://www.francesoir.fr/videos-les-debriefings/panneaux-antivaccins-covid-vincent-pavan-reinfoliberte-repond
[4] https://ansm.sante.fr/uploads/2022/08/01/20220801-covid-19-vaccins-fiche-de-synthese-28072022-2.pdf
[3] https://lemediaen442.fr/apres-avoir-temoigne-au-senat-sur-les-effets-des-vaccins-covid-le-dr-amine-umlil-est-convoque-pour-mesure-disciplinaire/
[3] https://www.bfmtv.com/sante/covid-19-le-ministre-de-la-sante-francois-braun-prevoit-un-rebond-avec-un-nouveau-pic-en-automne_AN-202208230263.html
[2] https://christine-cotton.1ere-page.fr/2022/08/15/lecture-critique-sadarangani-et-al-2022/
[2] https://www.lefigaro.fr/flash-actu/une-bonne-activite-physique-semble-limiter-les-risques-lies-au-covid-20220823
[1] https://twitter.com/afournier89/status/1561772769397932033
[1] https://childrenshealthdefense.org/defender/twitter-censure-un-medecin-scientifique-israelien-de-haut-niveau-blesse-par-le-vaccin-pfizer/?lang=fr
[1] https://twitter.com/libe/status/1561776278604324871
[1] https://twitter.com/felicittina/status/1561722592972529665

Top Domains
Top Domains in Tweet in Entire Graph:
[344] twitter.com
[59] co.uk
[41] youtube.com
[37] buzzfeed.com
[25] childrenshealthdefense.org
[25] theguardian.com
[23] com.br
[22] casaitaliaradio.com
[20] revistaoeste.com
[19] reuters.com

Top Domains in Tweet in G1:
[79] twitter.com
[22] casaitaliaradio.com
[9] co.uk
[8] com.br
[7] msn.com
[7] geniouxfacts.com
[5] co.jp
[5] buzzfeed.com
[4] apnews.com
[4] washingtonpost.com

Top Domains in Tweet in G2:
[29] twitter.com
[15] gob.ve
[7] venezuela-news.com
[1] dailymotion.com

Top Domains in Tweet in G4:
[8] twitter.com
[4] co.uk
[3] washingtonpost.com
[2] westernu.ca
[2] nhs.uk
[2] theguardian.com
[2] yahoo.com
[2] change.org
[2] harvard.edu
[1] rollingstone.com

Top Domains in Tweet in G6:
[4] twitter.com
[3] mayoclinicproceedings.org
[2] gript.ie
[2] redbubble.com
[2] lemediaen442.fr
[1] irishtimes.com
[1] newsweek.com
[1] gbdeclaration.org
[1] wsj.com
[1] reuters.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] ouest-france.fr
[1] translate.goog
[1] sante.fr
[1] blogspot.com
[1] syndicat-liberte-sante.com
[1] lemediaen442.fr
[1] gouv.fr
[1] reseauinternational.net
[1] summit.news

Top Domains in Tweet in G9:
[9] thehill.com
[4] slate.com
[3] newsmax.com
[2] apnews.com
[1] twitter.com
[1] peoplesworld.org

Top Domains in Tweet in G10:
[6] twitter.com
[4] francesoir.fr
[4] sante.fr
[3] lemediaen442.fr
[3] bfmtv.com
[3] lefigaro.fr
[2] francetvinfo.fr
[2] 1ere-page.fr
[1] childrenshealthdefense.org
[1] jeminformetv.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[427] refuerzatuvacuna
[349] 22ago
[200] covid
[111] covid19
[75] covid_19
[70] longcovid
[59] 1x10delbuengobierno
[52] venezuelaserespeta
[49] felizlunesatodos
[36] 23ago



Top Hashtags in Tweet in G1:
[43] covid
[28] news
[27] politica
[25] politicaitaliana
[22] casaitaliaradio
[22] webradio
[22] radio
[22] casa
[22] home
[22] design

Top Hashtags in Tweet in G2:
[407] refuerzatuvacuna
[327] 22ago
[50] venezuelaserespeta
[49] 1x10delbuengobierno
[49] felizlunesatodos
[34] 23ago
[28] prevención
[18] organizarunirsumar
[17] felizlunes
[14] 21ago

Top Hashtags in Tweet in G3:
[16] noolvidamos

Top Hashtags in Tweet in G4:
[6] immunocompromised
[5] evusheld
[4] longcovid
[3] covid19
[2] westernu
[2] covidisnotover
[2] covid
[2] ecv
[1] monkeypox
[1] takecare

Top Hashtags in Tweet in G6:
[2] covid19
[2] inquisition
[1] covid

Top Hashtags in Tweet in G7:
[11] covid_19
[2] covid19
[1] masque
[1] covid

Top Hashtags in Tweet in G8:
[1] freshwords

Top Hashtags in Tweet in G9:
[1] gopdontcare

Top Hashtags in Tweet in G10:
[4] covid
[1] covid19
[1] omicron
[1] mauricette

Top Words
Top Words in Tweet in Entire Graph:
[6936] covid
[1794] 19
[562] people
[427] #refuerzatuvacuna
[370] time
[369] more
[350] dr
[349] #22ago
[340] during
[339] juego

Top Words in Tweet in G1:
[648] covid
[203] 19
[43] #covid
[40] people
[34] 2022
[30] work
[29] still
[29] more
[28] #news
[27] più

Top Words in Tweet in G2:
[622] covid
[407] #refuerzatuvacuna
[327] #22ago
[325] juego
[295] día
[275] 19
[254] etiqueta
[229] mippcivzla
[147] venezuela
[112] guardia

Top Words in Tweet in G3:
[238] hoy
[238] días
[221] manuelrico
[195] protocolo
[183] ayuso
[178] hospital
[174] gobierno
[173] residentes
[171] aprobó
[171] impedía

Top Words in Tweet in G4:
[157] covid
[32] 19
[25] people
[22] still
[22] kathyco55115034
[18] twitter
[16] cdcgov
[16] mild
[15] many
[15] heart

Top Words in Tweet in G5:
[143] felt
[143] day
[143] weird
[143] time
[143] isn
[143] go
[143] yeah
[143] fucking
[143] insane
[143] harry

Top Words in Tweet in G6:
[90] covid
[43] jamesmelville
[35] twitter
[33] drjbhattacharya
[24] having
[23] restrictions
[23] 2021
[23] australian
[23] farmer
[23] ben

Top Words in Tweet in G7:
[66] nuremberg
[55] covid
[47] dr
[45] ont
[34] médecins
[33] milliers
[33] exiger
[33] respect
[33] code
[33] exige

Top Words in Tweet in G8:
[82] maga
[64] trump
[62] biden
[61] over
[60] still
[60] kept
[60] calling
[60] joe
[60] sleepy
[60] already

Top Words in Tweet in G9:
[84] health
[84] during
[83] sense
[82] officials
[82] literally
[82] came
[82] pandemic
[82] pointed
[82] lost
[82] smell

Top Words in Tweet in G10:
[79] covid
[38] vaccins
[35] après
[35] avoir
[34] effets
[29] témoigné
[29] sénat
[29] dr
[29] amine
[29] umlil

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1731] covid,19
[332] covid,juego
[266] #refuerzatuvacuna,covid
[257] etiqueta,día
[249] #22ago,etiqueta
[222] día,#refuerzatuvacuna
[220] manuelrico,hoy
[183] long,covid
[171] días,gobierno
[171] gobierno,ayuso

Top Word Pairs in Tweet in G1:
[196] covid,19
[22] leggi,più
[22] più,#casaitaliaradio
[22] #casaitaliaradio,#webradio
[22] #webradio,#radio
[22] #radio,#casa
[22] #casa,#home
[22] #home,#design
[22] #design,#politica
[22] #politica,#interiordesign

Top Word Pairs in Tweet in G2:
[322] covid,juego
[268] covid,19
[256] #refuerzatuvacuna,covid
[250] etiqueta,día
[242] #22ago,etiqueta
[215] día,#refuerzatuvacuna
[97] contra,covid
[94] mippcivzla,#22ago
[91] bajar,guardia
[90] podemos,bajar

Top Word Pairs in Tweet in G3:
[220] manuelrico,hoy
[171] días,gobierno
[171] gobierno,ayuso
[171] ayuso,aprobó
[171] aprobó,protocolo
[171] protocolo,impedía
[170] impedía,trasladar
[170] trasladar,hospital
[170] hospital,residentes
[162] residentes,vulnerab

Top Word Pairs in Tweet in G4:
[32] covid,19
[14] twitter,slapped
[14] slapped,misleading
[14] misleading,label
[14] label,prevents
[14] prevents,sharing
[14] sharing,expert
[14] expert,report
[14] report,dr
[14] dr,steven

Top Word Pairs in Tweet in G5:
[143] felt,day
[143] day,weird
[143] weird,time
[143] time,isn
[143] isn,go
[143] go,yeah
[143] yeah,fucking
[143] fucking,insane
[143] insane,harry
[143] harry,speaking

Top Word Pairs in Tweet in G6:
[23] covid,restrictions
[23] restrictions,2021
[23] 2021,australian
[23] australian,farmer
[23] farmer,ben
[23] ben,jackson
[23] jackson,couldn
[23] couldn,attend
[23] attend,aunt
[23] aunt,funeral

Top Word Pairs in Tweet in G7:
[33] milliers,médecins
[33] médecins,nuremberg
[33] nuremberg,exiger
[33] exiger,respect
[33] respect,code
[33] code,nuremberg
[33] nuremberg,exige
[33] exige,personnes
[33] personnes,consentent
[19] covid,19

Top Word Pairs in Tweet in G8:
[60] still,over
[60] over,kept
[60] kept,calling
[60] calling,joe
[60] joe,biden
[60] biden,sleepy
[60] sleepy,already
[60] already,gotten
[60] gotten,ton
[60] ton,more

Top Word Pairs in Tweet in G9:
[82] health,officials
[82] officials,literally
[82] literally,came
[82] came,during
[82] during,pandemic
[82] pandemic,pointed
[82] pointed,lost
[82] lost,sense
[82] sense,smell
[82] smell,taste

Top Word Pairs in Tweet in G10:
[35] après,avoir
[32] vaccins,covid
[29] avoir,témoigné
[29] témoigné,sénat
[29] sénat,effets
[29] effets,vaccins
[29] covid,dr
[29] dr,amine
[29] amine,umlil
[29] umlil,convoqué

Top Replied-To
Top Replied-To in Entire Graph:
@scottadamssays
@covid_parent
@marshablackburn
@mippcivzla
@randpaul
@covid_1_9
@karenrobinson01
@ronnyjacksontx
@karl_lauterbach
@yanipimentelr

Top Replied-To in G1:
@conadecafrove

Top Replied-To in G2:
@mippcivzla
@yanipimentelr
@estr3mao1411
@arelissnchez18
@carmen_mr23
@arelys_50
@jhoseptaipan
@elneciodeyo
@valeria_gr76
@carol18ing

Top Replied-To in G3:
@redroja4

Top Replied-To in G4:
@karenrobinson01
@kathyco55115034
@cma_docs
@research_long
@erinkoglin
@logicallarryy
@roman_baber
@mhippogriffvert
@martin_eve
@drjulieponesse

Top Replied-To in G6:
@jamesmelville
@drjbhattacharya
@profnfenton
@ian_fraser
@juneoftroy
@mash_6_6
@parkinjim
@jordan120
@newtral

Top Replied-To in G7:
@sante_gouv
@fcouilbault1
@olivierveran

Top Replied-To in G8:
@reedthomas6966
@dashdobrofsky

Top Replied-To in G9:
@mercedesschlapp
@newsmax
@govrondesantis
@rhonda_harbison
@johnrich
@thehill
@serviceswamp
@caseydesantis

Top Replied-To in G10:
@seba1492
@libe
@bfmtv
@letitshine69
@v_joron
@franceinfo
@1968framboisine
@philippeschw
@nicolasberrod
@reinfocovidoff

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@mippcivzla
@updatehld
@michaelwarbur17
@gypsymuvaa
@narendramodi
@jpn_pmo
@kishida230
@valeria_gr76
@mikito_777

Top Mentioned in G1:
@subredsur
@maxamdbar88888
@a_kruschke
@o_franco_aleman
@contodorespetoy
@ciaorinoclub
@mp6000
@shahinashraff

Top Mentioned in G2:
@mippcivzla
@valeria_gr76
@nicolasmaduro
@andrear1510955
@yanipimentelr
@vtvcanal8
@arelissnchez18
@carnetdlapatria
@anyi1587
@karol_trompiz

Top Mentioned in G3:
@manuelrico
@fiscal_es
@scarlett_gj
@viorg20
@durruti_1896
@jjsb441
@rosamar09939810
@redroja4

Top Mentioned in G4:
@kathyco55115034
@cdcgov
@nchartieret
@publicpriestley
@westernu
@chantz_y
@karenrobinson01
@fourwinns298
@katharinesmart
@dranncollins

Top Mentioned in G5:
@updatehld

Top Mentioned in G6:
@jamesmelville
@drjbhattacharya
@twitter
@clarecraigpath
@martinkulldorff
@emmakennytv
@narashi13876794
@profnfenton
@thomas4humanity
@toniabuxton

Top Mentioned in G7:
@blemontd
@erikloridan
@echabriere
@amine_umlil
@sinedwarrior
@fcouilbault1
@gabinjean3
@toutnierl
@carene1984
@geronimuslll

Top Mentioned in G8:
@mmpadellan
@dashdobrofsky
@lqlana
@jojofromjerz
@christoq
@goodbye56789

Top Mentioned in G9:
@gypsymuvaa
@thehill
@govrondesantis
@newsmax
@rhonda_harbison
@flotus
@tedcruz
@bubbaprog
@theovalpawffice
@mehdirhasan

Top Mentioned in G10:
@yvespdb
@zoomabus
@divizio1
@verity_france
@franceinfo
@chriscottonstat
@marc_doyer
@upr_asselineau
@felicittina
@nicolasberrod

Top Tweeters
Top Tweeters in Entire Graph:
@el_cooperante
@oldlady12345
@ptjasamarga
@guldeen
@andyvermaut
@republikaonline
@xaelbot
@falconhamada_90
@junenattapat
@7b73f39b85e1415

Top Tweeters in G1:
@ptjasamarga
@andyvermaut
@republikaonline
@jacekwierzbicki
@littlebytesnews
@elpitazotv
@daily_express
@cheezwitham
@2001online
@maguyboivin

Top Tweeters in G2:
@vtvcanal8
@partidopsuv
@joserafaelbenc2
@rnvinformativa
@quiskillosa
@luiscarrillo66
@edalge
@luibustilloso
@nellypsuvya
@beatriz77748

Top Tweeters in G3:
@1denmadrid
@mariaperezpere
@biolola
@magallanero965
@jjsb441
@julsaco
@pacodomnguez
@sumarunidaspode
@juanmi_news
@aliciacc69

Top Tweeters in G4:
@pistach01
@riotheatherrr
@joshblacklibert
@donnalburnell
@ojibray
@whenwr64
@j59841320
@lithohedron
@germanionqn
@yahoo

Top Tweeters in G5:
@nomedelangelis
@lwtmymedicine
@amp005xoxo
@lalunalosa_
@lovinmuller
@sunshinelou_x_
@ihsse
@lwtl0ver
@satellitouiss
@louiseiuncesso

Top Tweeters in G6:
@eryngreenfield
@joneefry
@babibelle33
@c_hopp2014
@bam57581565
@sunshinemom74
@heatherpreston1
@__cb__________
@upliftingfam
@zwergie1

Top Tweeters in G7:
@jardifruit
@drolette11
@andre002nicolas
@b07099405
@guyxav
@planetegayah1
@s23sylvain
@aragon_jb
@naomyjoly
@rodogunep

Top Tweeters in G8:
@frackhazreveal
@shareitarie10
@segmentis
@aprairiesong
@jmrbux2
@jolyzoo
@sch531
@medwoman1
@craigliddell58
@spunkkee

Top Tweeters in G9:
@thehill
@rhonda_harbison
@drkwingduck
@sugoishiba
@nicanor254
@slapmydinosaur
@nancychadbourne
@venabme_
@atrishayonce
@la_knight89

Top Tweeters in G10:
@mariabadin18
@costeslioneler
@bfmtv
@yvespdb
@le_parisien
@20minutes
@delalande72
@redragon974
@njee26
@franceinfo


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