Coronavirus, Twitter, 3/31/2022 11:33:56 AM, 274036


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Coronavirus_2022-03-31_03-25-37.xlsx
Coronavirus_2022-03-31_03-25-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/36Zmhdu
@reuters
@karl_lauterbach
@bnodesk
@backtopaco
@wsjp_insight
@ap
@welt
@alertanews24
@pottjunge
@perdomoenserio

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#新型コロナウイルス
#corona
#covidー19
#omicron

Description:
Description
The graph represents a network of 8,432 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 Thursday, 31 March 2022 at 10:48 UTC.

The requested start date was Thursday, 31 March 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, 47-minute period from Monday, 28 March 2022 at 11:38 UTC to Wednesday, 30 March 2022 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 : 8432
Unique Edges : 4109
Edges With Duplicates : 11123
Total Edges : 15232
Number of Edge Types : 5
Retweet : 4772
MentionsInRetweet : 5436
Tweet : 2997
Mentions : 1501
Replies to : 526
Self-Loops : 3109
Reciprocated Vertex Pair Ratio : 0.00764044943820225
Reciprocated Edge Ratio : 0.0151650312221231
Connected Components : 2539
Single-Vertex Connected Components : 1223
Maximum Vertices in a Connected Component : 1651
Maximum Edges in a Connected Component : 4173
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.456485
Graph Density : 9.46122075461549E-05
Modularity : 0.507138
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,432 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 Thursday, 31 March 2022 at 10:48 UTC.

The requested start date was Thursday, 31 March 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, 47-minute period from Monday, 28 March 2022 at 11:38 UTC to Wednesday, 30 March 2022 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:
[215] https://newsdigest.jp/pages/coronavirus/
[78] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[65] https://trib.al:443/ZjuIKhc
[38] https://outbreak.info/location-reports?xmin=2021-10-01&xmax=2022-03-29&loc=GBR
[38] https://www3.nhk.or.jp/news/special/coronavirus/data/
[34] https://jp.reuters.com/article/health-coronavirus-asia-cases-idJPKCN2LR0M7?taid=62443f3cb56bf00001757709&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[31] https://m.focus.de/gesundheit/coronavirus/beschlussentwurf-corona-regeln-werden-verlaengert-wie-es-nach-dem-20-maerz-weitergeht_id_75057500.html
[31] https://www.lep.co.uk/health/coronavirus/preston-students-fined-ps21000-after-police-raid-lockdown-flat-party-3138564
[29] https://www.spiegel.de/wissenschaft/medizin/coronavirus-update-vorerst-letzter-ndr-podcast-mit-christian-drosten-und-sandra-ciesek-a-84f52b99-2343-4c8e-bbd6-73c4daf1a492?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[28] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-240-millions-de-doses-de-vaccins-perimees-ont-ete-gaspillees-a-travers-le-monde_5052793.html

Top URLs in Tweet in G1:
[10] https://www.nytimes.com/2022/03/29/health/ba2-variant-covid-cases.html?partner=IFTTT
[9] https://www.nytimes.com/interactive/2022/03/28/opinion/coronavirus-mutation-future.html
[9] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[9] https://outbreaksci.prereview.org/
[8] https://www.theguardian.com/world/commentisfree/2022/mar/30/long-covid-coronavirus-covid-pandemic-health
[7] https://ici.radio-canada.ca/nouvelle/1872402/variant-quebecois-covid-coronavirus-laboratoire-quebec
[7] https://twinybots.ch/
[7] https://race.esa.int/
[7] https://fij.info/coronavirus-feature/overseas#tempo0211
[6] https://www.nytimes.com/interactive/2022/03/28/opinion/coronavirus-mutation-future.html?smid=tw-share

Top URLs in Tweet in G2:
[1] https://twitter.com/AlertaNews24/status/1508684116396589058

Top URLs in Tweet in G4:
[1] http://trib.al/hDzVUxv

Top URLs in Tweet in G5:
[28] https://www.spiegel.de/wissenschaft/medizin/coronavirus-update-vorerst-letzter-ndr-podcast-mit-christian-drosten-und-sandra-ciesek-a-84f52b99-2343-4c8e-bbd6-73c4daf1a492?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[6] https://www.ndr.de/nachrichten/info/Coronavirus-Update-Der-Podcast-mit-Christian-Drosten-Sandra-Ciesek,podcastcoronavirus100.html
[3] https://www.nytimes.com/interactive/2022/03/28/opinion/coronavirus-mutation-future.html
[2] https://www.tagesspiegel.de/berlin/coronavirus-in-der-hauptstadtregion-corona-inzidenzen-in-berlin-und-brandenburg-sinken-weiter/25655678.html
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-update-vorerst-letzter-ndr-podcast-mit-christian-drosten-und-sandra-ciesek-a-84f52b99-2343-4c8e-bbd6-73c4daf1a492
[1] https://rp-online.de/panorama/coronavirus/corona-regeln-was-suedostasien-urlauber-beachten-muessen-thailand-malaysia-vietnam_aid-67623391
[1] https://focus.de/75969254
[1] https://www.spiegel.de/kultur/coronavirus-freedom-day-oder-nicht-long-covid-ist-ein-ernstes-problem-kolumne-a-a373ab47-6d27-48e1-bfb1-d0b40efd5613?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[1] https://www.donaukurier.de/nachrichten/panorama/Alle-Entwicklungen-zur-aktuellen-Corona-Lage-in-Deutschland;art154670,4503638
[1] https://www.radio912.de/artikel/live-ticker-coronavirus-weltweit-546654.html

Top URLs in Tweet in G6:
[10] http://trib.al/hDzVUxv
[3] https://trib.al/C7PKgZ8
[2] https://eldiario.com/2020/03/19/coronavirus-venezuela/
[1] http://trib.al/T9iKAnQ
[1] http://trib.al/HtOrVyK
[1] http://trib.al/VChJQDU
[1] http://trib.al/OA5qOGz
[1] http://trib.al/CfZ7lqt
[1] http://trib.al/NVxdDO2
[1] https://trib.al/bROTQDJ

Top URLs in Tweet in G7:
[64] https://trib.al:443/ZjuIKhc
[5] https://trib.al:443/Mpmeo9t
[5] https://m.focus.de/gesundheit/coronavirus/beschlussentwurf-corona-regeln-werden-verlaengert-wie-es-nach-dem-20-maerz-weitergeht_id_75057500.html
[3] https://twinybots.ch/
[2] https://www.nature.com/articles/s41598-022-08609-y
[2] https://www.focus.de/gesundheit/coronavirus/beschlussentwurf-corona-regeln-werden-verlaengert-wie-es-nach-dem-20-maerz-weitergeht_id_75057500.html
[1] https://www.ox.ac.uk/news/features/recovery-trial-two-years
[1] https://www.medrxiv.org/content/10.1101/2022.03.24.22272915v1?utm_content=buffera42dd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.annualreviews.org/doi/abs/10.1146/annurev-virology-101416-041718?utm_content=buffer694d3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://de.wikipedia.org/wiki/Scharlatan

Top URLs in Tweet in G8:
[2] https://www.cnn.com/2022/03/30/world/coronavirus-newsletter-intl-30-03-22/index.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.deseret.com/coronavirus/2022/3/16/22980852/ba-2-2-covid-variant-omicron-symptoms-what-to-expect?_amp=true
[1] https://trib.al/r7TVrR0
[1] https://reut.rs/3JNOiTH
[1] https://cnn.it/3IPDeED
[1] https://on.wsj.com/3tI0kbE
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-update-vorerst-letzter-ndr-podcast-mit-christian-drosten-und-sandra-ciesek-a-84f52b99-2343-4c8e-bbd6-73c4daf1a492?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph
[1] https://zeenews.india.com/world/china-to-put-26-million-people-under-lockdown-in-shanghai-due-to-record-covid-19-cases-2448593.html
[1] https://www.wsj.com/articles/shanghai-imposes-staggered-lockdowns-to-keep-coronavirus-at-bay-11648399828
[1] https://www.focus.de/gesundheit/coronavirus/beschlussentwurf-corona-regeln-werden-verlaengert-wie-es-nach-dem-20-maerz-weitergeht_id_75057500.html

Top URLs in Tweet in G9:
[24] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-240-millions-de-doses-de-vaccins-perimees-ont-ete-gaspillees-a-travers-le-monde_5052793.html
[14] https://www.20minutes.fr/societe/3254419-20220317-coronavirus-figures-prisees-antivax-font-colloque-ihu-marseille
[8] https://www.ouest-france.fr/economie/entreprises/crise-du-coronavirus/covid-19-le-nombre-de-salaries-absents-repart-a-la-hausse-7699861?utm_source=fluxpublicactu&utm_medium=fluxrss&utm_campaign=banquedecontenu
[2] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-pourquoi-peut-on-etre-infecte-malgre-4-doses-de-vaccin-et-le-respect-des-gestes-barrieres-b65194ea-ae68-11ec-9246-65b3a25ae7f9?utm_source=filinfo-newssuite-une&utm_medium=fluxrss&utm_campaign=banquedecontenu
[2] https://c.socialife.sony.net/st/rd/share/android.html
[2] https://www.lepoint.fr/afrique/coronavirus-l-algerie-ne-renonce-pas-a-la-chloroquine-26-05-2020-2377057_3826.php
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/un-irresponsable-n-est-plus-un-citoyen-cette-autre-phrase-de-macron-sur-les-non-vaccines-qui-choque_4905037.html
[1] https://www.laprovence.com/actu/en-direct/6706381/coronavirus-contaminations-toujours-en-hausse-hospitalisations-stables.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-actuellement-un-test-surtrois-est-positif-indique-le-president-de-la-federation-des-syndicats-pharmaceutiques_5049649.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-les-recontaminations-peuvent-intervenir-au-bout-d-un-mois-ou-un-mois-et-demi-selon-le-syndicat-des-biologistes_5049988.html

Top URLs in Tweet in G10:
[6] http://ws-jp.co.jp/2020/09/06/science-technology-9-coronavirus-11/
[5] http://ws-jp.co.jp/2020/12/06/science-technology-18-coronavirus-21/
[4] http://ws-jp.co.jp/2021/04/09/science-technology-23-coronavirus-25/
[3] http://ws-jp.co.jp/2020/08/24/world-6/
[2] http://ws-jp.co.jp/2020/10/14/us-115-indiana-2-pharmaceutical-corporations/
[2] http://ws-jp.co.jp/2020/02/15/science-technology-1-coronavirus-1/
[2] http://ws-jp.co.jp/2020/04/08/coronavirus-2-world-3-science-technology-2/
[2] http://ws-jp.co.jp/2020/04/11/coronavirus-3-science-technology-3/
[2] http://ws-jp.co.jp/2020/05/27/coronavirus-7-japan/
[2] http://ws-jp.co.jp/2021/02/19/recent-articles-about-japan-8/

Top Domains
Top Domains in Tweet in Entire Graph:
[215] newsdigest.jp
[155] twitter.com
[144] or.jp
[142] trib.al
[135] blogspot.com
[111] reuters.com
[103] co.uk
[87] nytimes.com
[84] francetvinfo.fr
[82] nhs.uk

Top Domains in Tweet in G1:
[57] twitter.com
[38] com.ar
[37] nytimes.com
[33] nhs.uk
[28] co.uk
[24] reuters.com
[17] theguardian.com
[17] or.jp
[16] com.br
[15] gov.uk

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G4:
[1] trib.al

Top Domains in Tweet in G5:
[31] spiegel.de
[6] ndr.de
[4] nytimes.com
[3] tagesspiegel.de
[2] rp-online.de
[1] focus.de
[1] donaukurier.de
[1] radio912.de
[1] freiepresse.de
[1] twitter.com

Top Domains in Tweet in G6:
[20] trib.al
[2] abcn.ws
[2] tass.com
[2] eldiario.com
[1] bilyonaryo.com
[1] afpforum.com
[1] arcgis.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[69] trib.al
[8] focus.de
[3] nature.com
[3] twinybots.ch
[2] medrxiv.org
[2] ndr.de
[1] ac.uk
[1] annualreviews.org
[1] wikipedia.org
[1] buff.ly

Top Domains in Tweet in G8:
[2] cnn.com
[2] wsj.com
[2] deseret.com
[1] trib.al
[1] reut.rs
[1] cnn.it
[1] spiegel.de
[1] india.com
[1] focus.de

Top Domains in Tweet in G9:
[29] francetvinfo.fr
[14] 20minutes.fr
[10] ouest-france.fr
[2] sony.net
[2] lepoint.fr
[1] laprovence.com
[1] i24news.tv
[1] twitter.com
[1] pasteur.fr
[1] ft.com

Top Domains in Tweet in G10:
[45] co.jp
[22] twitter.com
[4] medium.com
[4] rte.ie
[3] bloomberg.com
[2] hostnoc.com
[2] inquirer.net
[1] trib.al
[1] nyti.ms
[1] cbsnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1092] coronavirus
[850] covid19
[254] covid
[204] covid_19
[203] 新型コロナウイルス
[113] corona
[107] covidー19
[69] omicron
[65] کپتان_کااصل_شیربزدار
[62] vaccine



Top Hashtags in Tweet in G1:
[312] coronavirus
[177] covid19
[61] covid
[33] corona
[30] news
[22] china
[21] covid_19
[20] coronavirusupdates
[18] pandemia
[14] shanghai

Top Hashtags in Tweet in G2:
[4] china

Top Hashtags in Tweet in G5:
[13] corona
[8] podcast
[7] coronavirusupdate
[6] coronavirus
[6] depressionen
[4] pandemie
[4] berlin
[4] maskenpflicht
[3] covid19
[3] schulen

Top Hashtags in Tweet in G6:
[17] update
[5] covid_19
[4] covid19
[3] coronavirus
[3] 3/30/2022 12:00:00 AM
[2] 3/29/2022 12:00:00 AM
[1] bilyonaryomoney

Top Hashtags in Tweet in G7:
[11] covid19
[10] coronavirus
[6] freedomday
[4] treatment
[4] ehealth
[4] corona
[3] science
[3] lockdown
[3] vaccination
[3] digital

Top Hashtags in Tweet in G8:
[2] coronavirus
[2] chinaexposed
[1] ccp

Top Hashtags in Tweet in G9:
[2] newssuite
[1] vaccin
[1] coronavirus
[1] complementdenquete
[1] zemmourtrocadero
[1] mckinsey
[1] mckinseygate
[1] mckinseymacrongate

Top Hashtags in Tweet in G10:
[24] coronavirus
[9] covid19
[4] コロナウイルス
[4] primeminister
[4] economy
[4] election2021
[3] 新型コロナ
[3] coronaviruspandemic
[2] antibodies
[2] scienceandtechnology

Top Words
Top Words in Tweet in Entire Graph:
[3712] coronavirus
[1522] covid
[1092] #coronavirus
[935] 19
[851] #covid19
[483] casos
[467] cases
[453] people
[444] china
[372] die

Top Words in Tweet in G1:
[690] coronavirus
[373] covid
[312] #coronavirus
[233] 19
[177] #covid19
[94] casos
[92] cases
[84] people
[83] 2022
[77] over

Top Words in Tweet in G2:
[410] coronavirus
[213] china
[212] alertanews24
[195] urgente
[195] contagios
[191] nuevo
[191] máximo
[191] 7051
[191] casos
[191] últimas

Top Words in Tweet in G3:
[177] debido
[177] coronavirus
[177] podíamos
[177] ver
[177] tierra
[177] humanos
[176] multiversotm

Top Words in Tweet in G4:
[190] coronavirus
[173] bnodesk
[169] cases
[162] reports
[126] increase
[83] york
[83] state
[83] last
[83] week
[70] 010

Top Words in Tweet in G5:
[65] danke
[44] coronavirus
[44] die
[42] karl_lauterbach
[39] folge
[38] ndrinfo
[36] letzten
[33] medien
[33] sprechen
[33] angesichts

Top Words in Tweet in G6:
[77] ap
[71] covid
[63] virus
[62] lockdown
[61] update
[59] coronavirus
[49] shanghai
[39] people
[38] tests
[38] prime

Top Words in Tweet in G7:
[88] welt
[70] lauterbach
[64] karl
[64] gesetz
[64] offenbar
[64] gelesen
[60] die
[23] coronavirus
[21] tim_roehn
[21] impfung

Top Words in Tweet in G8:
[91] coronavirus
[83] reuters
[78] ba
[76] variant
[76] omicron
[75] highly
[75] dominant
[74] sub
[73] transmissible
[73] version

Top Words in Tweet in G9:
[48] covid
[36] verity_france
[34] 19
[31] vaccins
[31] avant
[29] mckinsey
[28] doses
[28] été
[28] revoir
[28] notre

Top Words in Tweet in G10:
[45] coronavirus
[34] two
[27] wsjp_insight
[24] #coronavirus
[19] cbsnews
[18] city
[18] lockdown
[17] phase
[17] china's
[17] biggest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[871] covid,19
[236] coronavirus,cases
[231] 24,horas
[225] últimas,24
[221] coronavirus,china
[208] contagios,coronavirus
[202] 詳細は下記urlより,#新型コロナウイルス
[201] nuevo,máximo
[198] máximo,contagios
[197] urgente,coronavirus

Top Word Pairs in Tweet in G1:
[211] covid,19
[44] #coronavirus,#covid19
[36] #covid19,#coronavirus
[35] coronavirus,pandemic
[32] contra,coronavirus
[22] casos,coronavirus
[22] coronavirus,cases
[20] 03,2022
[20] nuovi,casi
[20] 19,booster

Top Word Pairs in Tweet in G2:
[213] coronavirus,china
[195] urgente,coronavirus
[191] coronavirus,nuevo
[191] nuevo,máximo
[191] máximo,contagios
[191] contagios,coronavirus
[191] china,7051
[191] 7051,casos
[191] casos,últimas
[191] últimas,24

Top Word Pairs in Tweet in G3:
[177] debido,coronavirus
[177] coronavirus,podíamos
[177] podíamos,ver
[177] ver,tierra
[177] tierra,humanos
[176] multiversotm,debido

Top Word Pairs in Tweet in G4:
[162] coronavirus,cases
[83] york,state
[83] state,reports
[83] cases,increase
[83] last,week
[78] bnodesk,york
[70] reports,010
[70] 010,coronavirus
[70] increase,83
[70] 83,last

Top Word Pairs in Tweet in G5:
[33] medien,sprechen
[33] sprechen,angesichts
[33] angesichts,letzten
[33] letzten,regulären
[33] regulären,folge
[33] folge,ndrinfo
[33] ndrinfo,coronavirus
[33] coronavirus,updates
[33] updates,abschied
[33] abschied,tages

Top Word Pairs in Tweet in G6:
[61] virus,update
[59] ap,virus
[38] prime,minister
[36] minister,boris
[36] boris,johnson
[36] johnson,staff
[34] update,shanghai
[34] shanghai,lockdown
[34] lockdown,tests
[34] tests,'zero

Top Word Pairs in Tweet in G7:
[64] karl,lauterbach
[64] lauterbach,gesetz
[64] gesetz,offenbar
[64] offenbar,gelesen
[63] welt,karl
[20] tim_roehn,welt
[20] welt,befund
[20] befund,coronavirus
[20] coronavirus,inzwischen
[20] inzwischen,weitgehend

Top Word Pairs in Tweet in G8:
[75] ba,dominant
[74] sub,variant
[73] variant,highly
[73] highly,transmissible
[73] transmissible,omicron
[73] omicron,version
[73] version,coronavirus
[73] coronavirus,known
[73] known,ba
[73] dominant,worldwide

Top Word Pairs in Tweet in G9:
[34] covid,19
[28] revoir,notre
[28] notre,sujet
[28] sujet,réalisé
[28] réalisé,avant
[28] avant,l'enquête
[28] l'enquête,sénat
[28] sénat,liens
[28] liens,étroits
[28] étroits,mckinsey

Top Word Pairs in Tweet in G10:
[17] two,phase
[17] phase,lockdown
[17] lockdown,china's
[17] china's,biggest
[17] biggest,coronavirus
[17] coronavirus,closure
[17] closure,city
[17] city,wuhan
[17] wuhan,shuttered
[17] shuttered,two

Top Replied-To
Top Replied-To in Entire Graph:
@washingtonpost
@bag_ofsp_ufsp
@mirjam152
@_martinhagen
@medrxivpreprint
@jim_jordan
@reuters
@539th
@lorenzostoakes
@breda

Top Replied-To in G2:
@alertanews24

Top Replied-To in G5:
@tagesspiegel
@antonbaronafd
@kirmeskopp
@c_drosten

Top Replied-To in G6:
@abc

Top Replied-To in G7:
@markus_soeder
@tim_roehn
@danysah82467005
@phoenix_de
@dpiffl
@karl_lauterbach

Top Replied-To in G8:
@reuters
@asiatimesonline
@wsj
@cnn

Top Replied-To in G9:
@mauriceiarm2022
@iceksy
@docamine_
@marc_doyer
@verity_france
@deongenevieve1
@leaastree
@medic4allhuman
@immortellexiii
@_tuvok01

Top Replied-To in G10:
@cioonline
@inc
@sirpatterson

Top Mentioned
Top Mentioned in Entire Graph:
@alertanews24
@bnodesk
@multiversotm
@newsdigestweb
@welt
@reuters
@ap
@masaru_kaneko
@jjaranaz94
@daughterofsoil_

Top Mentioned in G1:
@jobs_jobringer
@sperlock222
@cronicadirecto
@agencypia
@covid_evidence
@samayamtamil
@ap7am
@cricket_speakx
@kraigliebphoto

Top Mentioned in G2:
@alertanews24
@ewtnespanol
@florcis_paredes

Top Mentioned in G3:
@multiversotm

Top Mentioned in G4:
@bnodesk

Top Mentioned in G5:
@karl_lauterbach
@ndrinfo
@musician1980
@ciesek
@cieseksandra
@c_drosten
@antonbaronafd
@risikofamilie
@dpa_live
@tagesspiegel

Top Mentioned in G6:
@ap
@abc
@afp
@bbgafrica
@whowpro
@tassagency_en
@eldiario
@reuters
@alertanews24
@cnnee

Top Mentioned in G7:
@welt
@tim_roehn
@sylk1966
@thomas_wilckens
@musikutiv
@r_feuerbach
@markus_soeder
@csu
@nature
@stanleyepstein

Top Mentioned in G8:
@reuters
@dokhollidays
@radiofreeasia
@ryanstruyk
@cnn
@wsj
@boycotthegemony
@saynotosino
@tibetpeople
@gigicaponepr

Top Mentioned in G9:
@verity_france
@cdenquete
@banounhelene
@bfmtv
@immortellexiii
@olivierveran
@romaindoyer
@albertbourla
@assocovid
@brienico

Top Mentioned in G10:
@wsjp_insight
@cbsnews
@rtenews
@business
@bbcnews
@nytimesworld
@thehackersnews
@microsoft
@entrepreneur
@ap

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@ja8yum
@infoitinterno
@tomthunkitsmind
@animalsholbox
@el_cooperante
@knewz_currently
@mrdjones
@simanekomama
@myfavoritescene

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@knewz_currently
@zyitegadgets
@portaldiarioar
@andyvermaut
@jacekwierzbicki
@cityreport
@diariocontraste
@mortgage_shop

Top Tweeters in G2:
@orlando_garnica
@jabh44
@alvaror57
@carola_66
@jettablack85
@andresmora23
@colombiasangra
@josemmg93
@reyneldaniel
@fabridenis17

Top Tweeters in G3:
@piapaulette
@deivid_cn
@_130990
@lucia_hormigo
@paulrivas88
@guerrerogh_
@reruxxi
@fluoxepam
@_albertmartin
@romuloavh

Top Tweeters in G4:
@tres444
@avonan
@vmbritsch
@carolymorrisse1
@jonups_
@shirleydebalsi
@kimbru49
@sammysettanni
@1stfanofchicago
@dmspinharney

Top Tweeters in G5:
@btkrth
@tagesspiegel
@besorgtebrgeri2
@zeitonline
@electroheinz
@mattinavonrom
@am__am123
@snowy_carpender
@manou77633472
@positivchen

Top Tweeters in G6:
@bdnews24
@may_roma
@govsherazkhan
@eldiario
@tates5a
@mel_storni
@macbeestje
@maripuerta
@jazmasigan_2
@ngowigold

Top Tweeters in G7:
@welt
@caring_mobile
@stanleyepstein
@gefrkamnitzer
@jekra70
@ellecome222
@wellnessfr
@brischleu
@yp142
@inselkind16

Top Tweeters in G8:
@reuters
@darrellpmwest
@amb0306
@joclau53
@cnn
@angelomilano17
@wsj
@gigicaponepr
@caroltpsworld
@msgigicapone

Top Tweeters in G9:
@bfmtv
@m75sylvie
@gmirlt
@valerie0768
@jtjaniec
@raslebo75750522
@pm3883
@etdespoussieres
@perrinc12
@darioritum

Top Tweeters in G10:
@inquirerdotnet
@lalachanka62
@britonanddane
@business
@viriyabot
@guardian
@businessinsider
@irishtimes
@manson_marina
@ezzelarablaila


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