Coronavirus, Twitter, 10/6/2022 2:33:46 PM, 282466


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Coronavirus_2022-10-06_03-09-22.xlsx
Coronavirus_2022-10-06_03-09-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3SI0ZEe
@f_philippot
@stabellbenn
@rasekrasek
@hephaistos_ai
@corona_tweet
@myriamhebuterne
@esaagar
@rosenbusch_
@magdalenamag3
@cyrildufour2

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#prevención
#covidー19

Description:
Description
The graph represents a network of 8,072 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, 06 October 2022 at 10:27 UTC.

The requested start date was Thursday, 06 October 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, 1-hour, 24-minute period from Monday, 03 October 2022 at 11:00 UTC to Wednesday, 05 October 2022 at 12:24 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 : 8072
Unique Edges : 3574
Edges With Duplicates : 11772
Total Edges : 15346
Number of Edge Types : 5
Retweet : 5153
MentionsInRetweet : 5597
Tweet : 2153
Mentions : 1752
Replies to : 691
Self-Loops : 2290
Reciprocated Vertex Pair Ratio : 0.0046643109540636
Reciprocated Edge Ratio : 0.00928531232414181
Connected Components : 1801
Single-Vertex Connected Components : 808
Maximum Vertices in a Connected Component : 2613
Maximum Edges in a Connected Component : 5841
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 8.572033
Graph Density : 0.000109103559231936
Modularity : 0.501055
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,072 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, 06 October 2022 at 10:27 UTC.

The requested start date was Thursday, 06 October 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, 1-hour, 24-minute period from Monday, 03 October 2022 at 11:00 UTC to Wednesday, 05 October 2022 at 12:24 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:
[272] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[154] https://newsdigest.jp/pages/coronavirus/
[67] https://www.casaitaliaradio.com/
[56] https://www.rtl.fr/actu/debats-societe/coronavirus-le-retour-du-port-du-masque-obligatoire-a-l-etude-7900191851
[54] https://jp.reuters.com/article/health-coronavirus-norwegian-cruise-line-idJPKBN2QY1K2
[33] https://www.tagesschau.de:443/inland/leopoldina-long-covid-101.html
[30] https://www3.nhk.or.jp/news/special/coronavirus/data/
[28] https://www.welt.de/regionales/hamburg/article241425673/Krankenkassen-Studie-zum-Coronavirus-So-stark-nahmen-Angststoerungen-bei-Kindern-und-Jugendlichen-zu.html
[26] https://www.pref.yamanashi.jp/koucho/coronavirus/info_coronavirus_prevention.html#toujitsu
[25] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/

Top URLs in Tweet in G1:
[19] https://www3.nhk.or.jp/news/special/coronavirus/data/
[12] https://fij.info/coronavirus-feature/overseas#tempo0211
[10] https://www.mortgageshop.com/?to_subject=Start+Chat&from=Twitter&fbclid=IwAR18KbaGeH3PCOSafLV5uw3x5AGQCtlVrObjicbBumMXPKvQOZH10FRy1UI&client_postcode=32801&client_id=Buy+face+mask+to+protect+your+loved+ones+from+the+deadly+CoronaVirus.++We+wholesale+N95+Masks+and+Surgical+Masks+for+both+adult+and+kids.++The+prices+begin+at+%240.19+each.++If+interested%2C+please+check+our+site%3A+pharmacyoutlets.online
[9] https://www.mortgageshop.com/?to_subject=Start+Chat&from=Twitter&client_postcode=32801&client_id=Buy+face+mask+to+protect+your+loved+ones+from+the+deadly+CoronaVirus.++We+wholesale+N95+Masks+and+Surgical+Masks+for+both+adult+and+kids.++The+prices+begin+at+%240.19+each.++If+interested%2C+please+check+our+site%3A+pharmacyoutlets.online
[8] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[8] https://jp.reuters.com/article/health-coronavirus-usa-variant-idJPKBN2R00BM
[8] http://partydomme.com/news/
[6] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[6] https://www.mortgageshop.com/?to_subject=start+chat&from=Twitter&client_postcode=32801&client_id=buy+face+mask+to+protect+your+loved+ones+from+the+deadly+coronavirus.++we+wholesale+n95+masks+and+surgical+masks+for+both+adult+and+kids.++the+prices+begin+at+%240.19+each.++if+interested%2C+please+check+our+sit
[6] https://www.mortgageshop.com/?notes=Hello+there____Buy+face+mask+to+protect+your+loved+ones+from+the+deadly+CoronaVirus.++We+wholesale+N95+Masks+and+Surgical+Masks+for+both+adult+and+kids.++The+prices+begin+at+%240.19+each.++If+interested%2C+please+visit+our+site%3A+pharmacyoutlets.online____Enjoy%2C____Nelle__Mortgage+Search+Results+0800+092+0800&new_surname=Nelle&new_postcode=3556&new_mobile=035+828+28+71&new_forename=Nelle&new_email=info%40mortgage-shop.co.uk&new_door_no=035+828+28+71&from=Twitter

Top URLs in Tweet in G2:
[39] https://www.rtl.fr/actu/debats-societe/coronavirus-le-retour-du-port-du-masque-obligatoire-a-l-etude-7900191851
[15] https://planetes360.fr/des-specialistes-estiment-que-20-millions-de-personnes-sont-deja-mortes-a-cause-de-la-vaccination-covid-et-que-plus-de-2-milliards-ont-ete-blessees/?feed_id=7061&_unique_id=633a6acb718bd
[2] https://www.cnews.fr/sante/2022-10-02/coronavirus-bientot-le-retour-du-masque-dans-les-transports-et-les-endroits-peuples
[2] https://www.20minutes.fr/sante/3197027-20211214-coronavirus-agence-securite-sanitaire-demande-eviter-masques-ffp2-graphene?fbclid=IwAR1S3QlZmFC2wibyUr-qkUGrM6VSHjXzutIwsbwtsO_wOgtfhQrT58Da-_I
[2] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[1] https://www.corriere.it/tecnologia/22_ottobre_03/pfizer-investe-116-milioni-app-grado-individuare-covid-primo-colpo-tosse-ed0de53f-c6ab-420a-abd4-a58f7d9d1xlk.shtml
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-public-concerne-conditions-d-acces-ce-qu-il-faut-savoir-sur-la-nouvelle-campagne-de-vaccination-qui-demarre-lundi_5393575.html#xtor=CS2-765-%5Bautres%5D-
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-la-campagne-de-vaccination-va-demarrer-a-partir-du-3-octobre-avec-l-arrivee-des-nouveaux-vaccins-indique-francois-braun_5383534.html#xtor=CS2-765-%5Bautres%5D-
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-moins-de-50-des-plus-de-60-ans-ont-fait-leur-deuxieme-rappel-il-faut-corriger-ca-estime-la-has_5394727.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-public-concerne-conditions-d-acces-ce-qu-il-faut-savoir-sur-la-nouvelle-campagne-de-vaccination-qui-demarre-lundi_5393575.html

Top URLs in Tweet in G3:
[225] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[1] https://justthenews.com/politics-policy/coronavirus/national-guardsman-accidentally-given-covid-vax-instead-flu-shot
[1] https://www.ctvnews.ca/mobile/health/coronavirus/nearly-354k-surgeries-procedures-consultations-postponed-due-to-covid-19-report-says-1.5334065
[1] https://edition.cnn.com/2020/04/22/africa/coronavirus-famine-un-warning-intl/index.html
[1] https://www.thetelegraphandargus.co.uk/news/22957621.covid-19-gathering-sees-guiseley-man-fined-nearly-500/
[1] https://twitter.com/NadineDorries/status/1576894518703423489

Top URLs in Tweet in G4:
[1] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses

Top URLs in Tweet in G6:
[26] https://www.welt.de/regionales/hamburg/article241425673/Krankenkassen-Studie-zum-Coronavirus-So-stark-nahmen-Angststoerungen-bei-Kindern-und-Jugendlichen-zu.html
[12] https://trib.al:443/ebIr5pP
[3] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[2] https://sicnoticias.pt/especiais/coronavirus/2022-09-30-Covid-19-testes-gratuitos-e-isolamento-caem-com-fim-do-estado-de-alerta-4edd1f6f
[1] https://www.bundesgesundheitsministerium.de/fileadmin/Dateien/3_Downloads/C/Coronavirus/Fachgespraeche/211116_Nagel.pdf
[1] https://www.ndr.de/nachrichten/hamburg/coronavirus/Inzidenz-in-Hamburg-Impfstatus-der-Infizierten-oft-unklar,coronazahlen1530.html
[1] https://www.oe24.at/coronavirus/impfungen/studie-impfschutz-nach-booster-laesst-rasch-nach/532216958
[1] https://www.oe24.at/coronavirus/corona-starker-anstieg-bei-spitalspatienten/532147650
[1] https://t.me/Rosenbusch
[1] https://lua.rlp.de/de/unsere-themen/infektionsschutz/meldedaten-coronavirus/covid-19-wochenberichte/

Top URLs in Tweet in G7:
[3] https://www.washingtonpost.com/health/2022/05/06/fall-winter-coronavirus-wave/
[2] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[2] https://www.news.com.au/world/coronavirus/global/new-covid-symptom-strikes-as-wave-hits-uk/news-story/c53b974ae5f19184d815c64703bcefdc
[1] https://www.wsj.com/articles/vaccine-resistant-ebola-strain-spreads-in-uganda-11664889314
[1] https://www.asahi.com/ajw/articles/14733632
[1] https://www.washingtonpost.com/health/2020/04/24/strokes-coronavirus-young-patients/
[1] https://fortune.com/well/2022/10/04/long-covid-may-be-linked-common-cold-coronavirus-covid19-oc43-pasc/
[1] https://twitter.com/SapiensWell/status/1576074180533313537
[1] https://www.ajpmonline.org/article/S0749-3797(21)00557-2/fulltext#%20
[1] https://www.medscape.com/viewarticle/981791

Top URLs in Tweet in G8:
[149] https://newsdigest.jp/pages/coronavirus/
[4] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[1] https://www3.nhk.or.jp/news/special/coronavirus/data/
[1] https://www.amarujala.com/india-news/breathlessness-after-two-years-of-recovery-from-coronavirus-infection-delhi-aiims-survey-revealed

Top URLs in Tweet in G9:
[3] https://www.nytimes.com/wirecutter/blog/can-hepa-air-purifiers-capture-coronavirus/
[1] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/greater-manchester-covid-hospital-admissions-25166163?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.dw.com/p/4Hchb?maca=en-Twitter-sharing
[1] https://twitter.com/g_commish/status/1310227686405672960
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966828/
[1] https://public.tableau.com/app/profile/phs.covid.19/viz/COVID-19DailyDashboard_15960160643010/Dailyupdate
[1] https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/reasonsforworkersagedover50yearsleavingemploymentsincethestartofthecoronaviruspandemic/wave2
[1] https://www.theguardian.com/world/2022/oct/05/immune-reactions-to-severe-covid-may-trigger-brain-problems-study-finds
[1] https://time.com/5897992/long-haul-coronavirus-me-cfs/
[1] https://www.nytimes.com/2020/04/13/opinion/coronavirus-recovery.html

Top URLs in Tweet in G10:
[2] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[2] https://www.cnn.com/2020/09/01/health/eua-coronavirus-vaccine-history/index.html
[1] https://www.rijksoverheid.nl/onderwerpen/coronavirus-vaccinatie/aanpak-coronavaccinatie/herhaalprik
[1] https://www.rijksoverheid.nl/onderwerpen/coronavirus-vaccinatie/feiten-over-coronavaccinatie
[1] https://www.rivm.nl/coronavirus-covid-19/actueel/wekelijkse-update-epidemiologische-situatie-covid-19-in-nederland
[1] https://twitter.com/containmentnu/status/1577236860824584193
[1] https://twitter.com/realBertBlocken/status/1576657827388850176

Top Domains
Top Domains in Tweet in Entire Graph:
[370] blogspot.com
[272] fhi.no
[154] newsdigest.jp
[103] twitter.com
[99] reuters.com
[80] nhs.uk
[79] mortgageshop.com
[68] or.jp
[67] casaitaliaradio.com
[56] rtl.fr

Top Domains in Tweet in G1:
[79] mortgageshop.com
[36] or.jp
[33] twitter.com
[31] nhs.uk
[18] youtube.com
[18] com.br
[17] co.uk
[15] reuters.com
[12] fij.info
[11] cdc.gov

Top Domains in Tweet in G2:
[39] rtl.fr
[15] planetes360.fr
[6] francetvinfo.fr
[3] cnews.fr
[3] 20minutes.fr
[3] twitter.com
[2] fhi.no
[1] corriere.it
[1] lecourrier-du-soir.com
[1] vague.ni

Top Domains in Tweet in G3:
[225] fhi.no
[1] justthenews.com
[1] ctvnews.ca
[1] cnn.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G4:
[1] fhi.no

Top Domains in Tweet in G6:
[26] welt.de
[12] trib.al
[3] fhi.no
[3] rlp.de
[2] ndr.de
[2] oe24.at
[2] sicnoticias.pt
[1] bundesgesundheitsministerium.de
[1] t.me
[1] regierung-mv.de

Top Domains in Tweet in G7:
[4] washingtonpost.com
[3] com.au
[2] nhs.uk
[2] twitter.com
[2] theguardian.com
[1] wsj.com
[1] asahi.com
[1] fortune.com
[1] ajpmonline.org
[1] medscape.com

Top Domains in Tweet in G8:
[149] newsdigest.jp
[5] or.jp
[1] amarujala.com

Top Domains in Tweet in G9:
[4] nytimes.com
[3] co.uk
[2] nih.gov
[2] theatlantic.com
[1] dw.com
[1] twitter.com
[1] tableau.com
[1] gov.uk
[1] theguardian.com
[1] time.com

Top Domains in Tweet in G10:
[2] fhi.no
[2] rijksoverheid.nl
[2] cnn.com
[2] twitter.com
[1] rivm.nl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1040] coronavirus
[972] covid19
[449] covid
[337] covid_19
[329] prevención
[291] covidー19
[211] toquedequeda
[186] estadodealarma
[172] vaccine
[153] 新型コロナウイルス



Top Hashtags in Tweet in G1:
[207] coronavirus
[145] covid19
[26] corona
[25] virus
[20] sarscov2
[20] impfung
[19] omicron
[18] vaccine
[15] 74d5c6
[15] 74d5c6a8d0fecabaa576e898df47269415115f6c

Top Hashtags in Tweet in G2:
[61] italie
[61] droite
[28] coronavirus
[7] covid
[7] china
[7] lockdown
[5] quarantine
[3] covid19
[2] passsanitaire
[1] australian

Top Hashtags in Tweet in G3:
[4] lockdown
[4] costoflivingcrisis
[3] onlinesafetybill

Top Hashtags in Tweet in G5:
[309] prevención
[12] covid19
[6] 10/4/2022 12:00:00 AM
[5] rostrosdemipueblo
[3] 10/5/2022 12:00:00 AM
[3] venezuelagarantedepaz
[1] 10/3/2022 12:00:00 AM

Top Hashtags in Tweet in G6:
[31] coronavirus
[3] covid19
[3] covid
[3] covid_19
[2] impfpflicht
[2] impfung
[2] impfabo
[2] impfenohnepflicht
[2] corona
[2] sarscov2

Top Hashtags in Tweet in G7:
[10] covid19
[8] n95
[3] coronavirus
[2] xenophobia
[1] covid_19
[1] corona
[1] covid19uk
[1] auspol

Top Hashtags in Tweet in G8:
[147] 新型コロナウイルス
[145] covid19
[12] newsdigest
[1] covid
[1] longcovid

Top Hashtags in Tweet in G9:
[17] covid19
[16] mecfs
[6] coronavirus
[5] sarscov2
[4] longcovid
[2] langzeitcovid
[1] twindemic
[1] covid

Top Hashtags in Tweet in G10:
[3] coronavirus
[1] corona

Top Words
Top Words in Tweet in Entire Graph:
[2109] coronavirus
[1437] covid
[1038] #coronavirus
[972] #covid19
[950] 19
[607] ils
[558] ça
[463] #covid
[436] 65
[358] boosters

Top Words in Tweet in G1:
[499] coronavirus
[276] covid
[207] #coronavirus
[165] 19
[145] #covid19
[102] over
[86] 000
[83] 200
[80] 32
[74] years

Top Words in Tweet in G2:
[589] ils
[527] ça
[316] conseil
[315] f_philippot
[315] attention
[315] brigitte
[315] autran
[315] dirige
[315] nouveau
[315] scientifique

Top Words in Tweet in G3:
[228] years
[227] covid
[226] 19
[225] norway
[225] recommend
[225] boosters
[225] healthy
[225] individuals
[225] lt
[225] 65

Top Words in Tweet in G4:
[209] unbelievable
[209] fauci
[209] waning
[209] months
[209] head
[209] niaid
[209] greenlit
[209] 600k
[209] grant
[209] peter

Top Words in Tweet in G5:
[309] #prevención
[309] acude
[309] centro
[309] inmunización
[309] cercano
[309] domicilio
[309] lugar
[309] trabajo
[309] ponte
[309] vacuna

Top Words in Tweet in G6:
[92] holmenkollin
[89] kinder
[89] erklärt
[88] liebe
[88] melanie
[88] klassensprecherin
[88] expertenrats
[88] bundesregierung
[88] allen
[45] die

Top Words in Tweet in G7:
[56] coronavirus
[44] kit_yates_maths
[39] infections
[32] once
[32] again
[32] rise
[32] primary
[32] secondary
[32] education
[32] minister

Top Words in Tweet in G8:
[147] #新型コロナウイルス
[145] #covid19
[143] 詳細は下記urlより
[115] newsdigestweb
[85] masaru_kaneko
[56] 2人死亡
[45] 死者が増えても本当に何もしない
[45] 今日の感染者数は4万1193人となかなか収まらない
[45] 死者は74人
[45] 累計で4万5225人と着実に増えている

Top Words in Tweet in G9:
[72] covid
[58] rise
[46] coronavirus
[31] deaths
[31] tigresseleanor
[30] 19
[27] infections
[25] joepajak
[25] meanwhile
[25] german

Top Words in Tweet in G10:
[84] wat
[81] geen
[81] boosters
[81] 65
[80] noorwegen
[80] sijpelt
[80] gezond
[80] verstand
[80] door
[80] meer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[870] covid,19
[329] #prevención,acude
[329] acude,centro
[329] centro,inmunización
[329] inmunización,cercano
[329] cercano,domicilio
[329] domicilio,lugar
[329] lugar,trabajo
[329] trabajo,ponte
[329] ponte,vacuna

Top Word Pairs in Tweet in G1:
[160] covid,19
[79] 200,000
[70] 000,over
[70] over,25
[70] 25,years
[43] rates,200
[38] 32,mortgage
[34] 32,rates
[30] coronavirus,pandemic
[24] #covid19,#coronavirus

Top Word Pairs in Tweet in G2:
[315] attention,brigitte
[315] brigitte,autran
[315] autran,dirige
[315] dirige,nouveau
[315] nouveau,conseil
[315] conseil,scientifique
[315] scientifique,vient
[315] vient,cracher
[315] cracher,morceau
[315] morceau,ils

Top Word Pairs in Tweet in G3:
[226] covid,19
[225] norway,recommend
[225] recommend,covid
[225] 19,boosters
[225] boosters,healthy
[225] healthy,individuals
[225] individuals,lt
[225] lt,65
[225] 65,years
[225] years,age

Top Word Pairs in Tweet in G4:
[209] unbelievable,fauci
[209] fauci,waning
[209] waning,months
[209] months,head
[209] head,niaid
[209] niaid,greenlit
[209] greenlit,600k
[209] 600k,grant
[209] grant,peter
[209] peter,dzask

Top Word Pairs in Tweet in G5:
[309] #prevención,acude
[309] acude,centro
[309] centro,inmunización
[309] inmunización,cercano
[309] cercano,domicilio
[309] domicilio,lugar
[309] lugar,trabajo
[309] trabajo,ponte
[309] ponte,vacuna
[291] vtvcanal8,#prevención

Top Word Pairs in Tweet in G6:
[88] liebe,kinder
[88] kinder,melanie
[88] melanie,klassensprecherin
[88] klassensprecherin,expertenrats
[88] expertenrats,bundesregierung
[88] bundesregierung,erklärt
[88] erklärt,allen
[87] holmenkollin,liebe
[27] covid,19
[26] immer,mehr

Top Word Pairs in Tweet in G7:
[32] coronavirus,infections
[32] infections,once
[32] once,again
[32] again,rise
[32] rise,primary
[32] primary,secondary
[32] secondary,education
[32] education,minister
[32] minister,dennis
[32] dennis,wiersma

Top Word Pairs in Tweet in G8:
[145] #新型コロナウイルス,#covid19
[135] 詳細は下記urlより,#新型コロナウイルス
[45] 死者が増えても本当に何もしない,今日の感染者数は4万1193人となかなか収まらない
[45] 今日の感染者数は4万1193人となかなか収まらない,死者は74人
[45] 死者は74人,累計で4万5225人と着実に増えている
[45] 累計で4万5225人と着実に増えている,キシダメ統一教会内閣の無能無策ゆえに
[45] キシダメ統一教会内閣の無能無策ゆえに,2022年に入ってから2万6819人が亡くなった
[44] masaru_kaneko,死者が増えても本当に何もしない
[44] 2022年に入ってから2万6819人が亡くなった,コロナ死の約
[26] 丁寧な説明,というだけで何もしないキシダメ

Top Word Pairs in Tweet in G9:
[28] covid,19
[26] covid,deaths
[25] meanwhile,german
[25] german,covid
[25] 19,rules
[25] rules,being
[25] being,introduced
[25] introduced,infections
[25] infections,rise
[25] rise,colder

Top Word Pairs in Tweet in G10:
[80] noorwegen,sijpelt
[80] sijpelt,wat
[80] wat,gezond
[80] gezond,verstand
[80] verstand,door
[80] door,geen
[80] geen,boosters
[80] boosters,meer
[80] meer,gewone
[80] gewone,mensen

Top Replied-To
Top Replied-To in Entire Graph:
@ssn788_colorado
@539th
@holmenkollin
@franceinter
@draseemmalhotra
@prienkarin
@blemontd
@erucsex
@covidsolidarit1
@essexpr

Top Replied-To in G2:
@rtlfrance
@debunkeretoiles
@corynagos
@rasekrasek
@cnews
@idrissaberkane
@myriamhebuterne
@f_philippot
@marc_doyer

Top Replied-To in G3:
@drjbhattacharya

Top Replied-To in G6:
@holmenkollin
@welt_hh
@george_orwell3
@de_veritatis
@prof_freedom

Top Replied-To in G7:
@ragesheen
@covidcanada1
@christyfraser
@bcbrantley
@hoodie_weather1
@meetjess
@purplediscomove
@addaboubou
@peacockflu

Top Replied-To in G9:
@covidsolidarit1
@cllroliver
@melissacreate15
@pariswriters
@rdmorris
@dgurdasani1
@theresecoffey
@hrumpkin

Top Replied-To in G10:
@volkskrant
@roelgrif
@silly87335894
@johndoomen1
@bernard_dokter
@mkeulemans
@realbertblocken

Top Mentioned
Top Mentioned in Entire Graph:
@f_philippot
@vtvcanal8
@myriamhebuterne
@stabellbenn
@esaagar
@traselvalle_obc
@jjaranaz94
@newsdigestweb
@escesarvidal
@geiger_warning

Top Mentioned in G1:
@drdeitrickg
@agenciadelp
@housingitguy
@jordieldandy
@visionri_
@serpalencia
@rapperviper
@ifakarahealth
@noticiasdetnr
@_dcristal

Top Mentioned in G2:
@f_philippot
@myriamhebuterne
@verity_france
@cheikh_redac
@rasekrasek
@beatrice_rosen
@rtlfrance
@franceinfo
@paulmaxit
@zoomabus

Top Mentioned in G3:
@stabellbenn
@usfreedomflyers
@org_scp
@cpsuk
@co_immunity_
@drjbhattacharya
@guardian
@sunetragupta
@lutherburgsvik
@esaagar

Top Mentioned in G4:
@esaagar
@verity_france
@m_millerman
@stabellbenn

Top Mentioned in G5:
@vtvcanal8
@tssvenezuela
@utso_04trujillo
@mirelct
@viera_pili
@65leudi
@mppsp_vzla
@mppsp_egresados
@r_andina_dgresp

Top Mentioned in G6:
@holmenkollin
@welt
@welt_hh
@rosenbusch_
@george_orwell3
@martinmeinung
@docharry08
@meowmuhcow
@prof_freedom
@janinisabel

Top Mentioned in G7:
@kit_yates_maths
@meetjess
@lauramiers
@drericding
@bigbaddenis
@mildanalyst
@c_s_wallace
@apsmunro
@ons
@ukhsa_southwest

Top Mentioned in G8:
@newsdigestweb
@masaru_kaneko
@rpshahmemorial1

Top Mentioned in G9:
@tigresseleanor
@joepajak
@enemyinastate
@loy_daniel_de
@telegraph
@covidsolidarit1
@dmodoscutter
@penderyndic
@theatlantic
@dgurdasani1

Top Mentioned in G10:
@thierrybaudet
@mkeulemans
@volkskrant
@marcbonten
@ginnymooy
@realbertblocken
@peenee2
@vanderkris
@rudybouma
@anneliesdezeeuw

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@sunoticiero
@manchan_sub_acc
@andyvermaut
@xaelbot
@jatirado
@kzooooo

Top Tweeters in G1:
@infoitinterno
@tomthunkitsmind
@sunoticiero
@andyvermaut
@jacekwierzbicki
@diariocontraste
@mortgage_shop
@dailystar
@mounmir
@personalfitnes3

Top Tweeters in G2:
@lunace2pama
@rosyjour
@minilicorne69
@nausicalibre
@yvespdb
@talullabellefle
@branemark1
@barberis888
@delalande72
@marie_joseph_p

Top Tweeters in G3:
@guardian
@underyourtree
@brunedrot
@theroigner
@kargadan
@cptcookswife
@jjdemul
@gateta30
@dringcarol
@avalon709

Top Tweeters in G4:
@johndmtb
@dahart66
@loreign83
@playstrumpcard
@plhcrawford
@rickmcsmith
@pamsta67
@hartfordwolf
@libertytrader17
@daviefae

Top Tweeters in G5:
@vtvcanal8
@hoyelidenuncio
@juancarlosard16
@moutainguide
@luispfz
@rodalexandre25
@guille21105286
@erick_bas1988
@yuleimarodrig16
@atilio_1973

Top Tweeters in G6:
@welt
@skuemy
@hackenstad
@pipo1245671
@witzigwalter
@manou77633472
@jeana_luft
@blogerpisarz
@b_kraupa
@seefahrt24

Top Tweeters in G7:
@yllekonadnerb
@sweetie_tweeter
@lacunalingua_3
@chrislancashir3
@inkfacefahz
@iancooke25
@victorg14tdc
@bastgoddess7
@lauramiers
@henryscat2020

Top Tweeters in G8:
@kzooooo
@sosorasora3
@warabisilver
@akira_5884
@mutoh_z
@matsuko318
@joetsuki
@solyase4423
@hannahumming
@leonguardiangel

Top Tweeters in G9:
@dingabelle
@fiona_fionnagal
@telegraph
@hawkins_carole
@caz5697
@lillylyle
@heather63262308
@time
@miftyjackson
@sallymos

Top Tweeters in G10:
@peter_porto
@macharoesink
@volkskrant
@verkerksok
@rafios
@mjm_alert
@roelgrif
@jampagyatso
@swordandhatchet
@pegeert


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