Coronavirus, Twitter, 10/5/2022 9:51:56 AM, 282377


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Coronavirus_2022-10-05_01-26-42.xlsx
Coronavirus_2022-10-05_01-26-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3rwCXA1
@esaagar
@biorealism
@bastardator
@chrislancashir3
@alienrac3
@dfisman
@rikirikiroo
@verity_france
@matoucosmique
@stabellbenn

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

Description:
Description
The graph represents a network of 8,273 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 Wednesday, 05 October 2022 at 08:42 UTC.

The requested start date was Wednesday, 05 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, 2-hour, 37-minute period from Sunday, 02 October 2022 at 09:47 UTC to Tuesday, 04 October 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 : 8273
Unique Edges : 3627
Edges With Duplicates : 11901
Total Edges : 15528
Number of Edge Types : 5
MentionsInRetweet : 5693
Retweet : 5269
Replies to : 691
Mentions : 1831
Tweet : 2044
Self-Loops : 2187
Reciprocated Vertex Pair Ratio : 0.00478599753862984
Reciprocated Edge Ratio : 0.00952640174197061
Connected Components : 1743
Single-Vertex Connected Components : 768
Maximum Vertices in a Connected Component : 2602
Maximum Edges in a Connected Component : 5948
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 9.236109
Graph Density : 0.000107373126113916
Modularity : 0.509643
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,273 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 Wednesday, 05 October 2022 at 08:42 UTC.

The requested start date was Wednesday, 05 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, 2-hour, 37-minute period from Sunday, 02 October 2022 at 09:47 UTC to Tuesday, 04 October 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:
[241] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[166] https://newsdigest.jp/pages/coronavirus/
[61] https://www.casaitaliaradio.com/
[48] https://www.rtl.fr/actu/debats-societe/coronavirus-le-retour-du-port-du-masque-obligatoire-a-l-etude-7900191851
[47] https://jp.reuters.com/article/health-coronavirus-norwegian-cruise-line-idJPKBN2QY1K2
[28] https://www3.nhk.or.jp/news/special/coronavirus/data/
[25] https://www.pref.yamanashi.jp/koucho/coronavirus/info_coronavirus_prevention.html#toujitsu
[24] https://www.rte.ie/news/coronavirus/2022/0930/1326357-coronavirus-global/
[23] https://www.nbcnewyork.com/news/coronavirus/9-new-york-counties-back-at-high-risk-masking-advised-amid-covid-uptick/3889515/
[18] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/

Top URLs in Tweet in G1:
[18] https://www3.nhk.or.jp/news/special/coronavirus/data/
[10] https://fij.info/coronavirus-feature/overseas#tempo0211
[8] http://partydomme.com/news/
[8] https://www.mortgageshop.com/?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.o
[8] 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
[7] https://jp.reuters.com/article/health-coronavirus-usa-vaccines-idJPKBN2QY01I
[7] https://www.mortgageshop.com/?notes=Morning____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____Best+Wishes%2C____Louanne__Mortgage+Search+Results+0800+092+0800&new_surname=Louanne&new_postcode=Gu31+9qw&new_mobile=070+8048+9823&new_forename=Louanne&new_email=info%40mortgageshop.com&from=Twitter
[6] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[6] https://justthenews.com/politics-policy/coronavirus/national-guardsman-accidentally-given-covid-vax-instead-flu-shot
[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+site%3A+pharmacyoutlets.online

Top URLs in Tweet in G2:
[35] 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
[5] https://www.cnews.fr/sante/2022-10-02/coronavirus-bientot-le-retour-du-masque-dans-les-transports-et-les-endroits-peuples
[3] 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
[2] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[2] 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-
[2] https://www.rtl.fr/actu/debats-societe/coronavirus-les-masques-chirurgicaux-et-en-tissu-nous-empoisonnent-ils-7900093546
[1] https://twitter.com/TheFreds/status/1576267291670585349
[1] https://twitter.com/DrMunyangi/status/1576453430775664640
[1] https://www.lecho.be/economie-politique/europe/general/retour-de-mesures-sanitaires-en-allemagne-pour-l-automne-et-l-hiver/10417604.html

Top URLs in Tweet in G3:
[1] https://www.theepochtimes.com/feds-give-new-coronavirus-grant-to-company-at-center-of-covid-19-lab-leak-allegations_4769611.html?utm_source=ref_share&utm_campaign=tw&rs=0
[1] https://www.theepochtimes.com/nih-continues-pouring-millions-into-organization-that-funded-wuhan-lab_4771828.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://amp.focus.de/gesundheit/coronavirus/wichtige-aenderung-wer-ab-1-oktober-als-vollstaendig-geimpft-gilt-und-wer-nicht-mehr_id_149637954.html
[1] https://twitter.com/bertihuster/status/1576769773613957122
[1] https://www.worldometers.info/coronavirus/

Top URLs in Tweet in G5:
[61] https://www.casaitaliaradio.com/
[19] https://www.rte.ie/news/coronavirus/2022/0930/1326357-coronavirus-global/
[17] https://www.viveport.com/5e1030e7-a22d-4703-bc61-0b9392675357
[14] http://beautifulskinyourin.com/beautiful-skin-your-in-quick-and-dirty-news-brief/
[12] https://thekeystonespeculator.blogspot.com/2022/10/coronavirus-covid-19-chronology-article.html
[8] https://app.powerbi.com/view?r=eyJrIjoiMmVlMzNiMjgtN2VkOC00NTIwLWJhYTgtMjQyZWY4NjljOWRjIiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9
[7] https://time.com/6202983/children-grief-covid-19-pandemic-bereavement/
[7] http://www.snoopbee.com/yup_free_online_tutoring.html
[5] https://agencia.fapesp.br/identificados-tres-compostos-naturais-que-impedem-a-replicacao-do-coronavirus/39718/
[5] https://www.latimes.com/california/story/2022-10-01/new-coronavirus-subvariants-a-worry-for-winter-covid-wave

Top URLs in Tweet in G6:
[203] 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://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 G7:
[7] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-07-04&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Variants&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~FRA~GBR
[3] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~USA
[2] https://www.worldometers.info/coronavirus/country/japan/#graph-deaths-daily
[1] https://www.bundesregierung.de/breg-de/themen/coronavirus/infektionsschutzgesetz-2068856
[1] https://www.pref.hokkaido.lg.jp/hf/kst/ruikei.html
[1] https://web.sapmed.ac.jp/canmol/coronavirus/hokkaido.html?s=y&y=0#date
[1] https://twitter.com/moon_y53036924/status/1574448023920201728?t=wc8Gp4-shgMsmYzbqirtww&s=19
[1] https://covid19.mhlw.go.jp/en/
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-06-02..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=USA~JPN~KOR
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-06-01..latest&facet=none&uniformYAxis=0&pickerSort=asc&pickerMetric=location&Metric=Hospital+patients&Interval=Weekly+change&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~KOR~AUS~USA~TWN~SGP

Top URLs in Tweet in G8:
[3] https://www.schleswig-holstein.de/DE/landesregierung/themen/gesundheit-verbraucherschutz/coronavirus/Bildung-Kultur/Schulen/_documents/corona_dashboard.html
[2] https://www.dgkj.de/fachinformationen-der-kinder-und-jugendmedizin-zum-corona-virus/faqs-maske-kinder-und-coronavirus
[1] https://twitter.com/PrienKarin/status/1577040357984206849
[1] https://www.merkur.de/lokales/starnberg/starnberg-ort29487/klinikum-verhaengt-wieder-besuchsverbot-starnberg-91823351.html
[1] https://coronavirus.house.gov/subcommittee-activity/hearings
[1] https://www.ajpmonline.org/article/S0749-3797(21)00557-2/fulltext#%20
[1] https://www.fhi.no/en/id/vaccines/coronavirus-immunisation-programme/coronavirus-vaccine/#booster-doses
[1] https://www.bgw-online.de/bgw-online-de/corona-navigationsebene/coronavirus/infektionsschutz-im-betrieb-fuer-den-herbst-und-winter-71710
[1] https://www.apotheke-adhoc.de/nachrichten/detail/coronavirus/bei-covid-infektion-nicht-von-zu-hause-aus-arbeiten/
[1] https://www.swissmedic.ch/swissmedic/en/home/news/coronavirus-covid-19/stand-zl-bekaempfung-covid-19.html

Top URLs in Tweet in G10:
[6] https://viewer.microguide.global/SALIS/PIL1#content,1f6fad6a-c374-4517-9c58-6256ef6a99e9
[3] https://www.nytimes.com/wirecutter/blog/can-hepa-air-purifiers-capture-coronavirus/
[1] https://www.theguardian.com/commentisfree/2020/apr/15/uk-government-coronavirus-science-who-advice
[1] https://www.gov.uk/government/speeches/pm-statement-on-coronavirus-18-march-2020
[1] https://www.dutchnews.nl/news/2022/09/co2-monitors-to-be-mandatory-in-all-dutch-classrooms/
[1] https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/reasonsforworkersagedover50yearsleavingemploymentsincethestartofthecoronaviruspandemic/wave2
[1] https://www.asahi.com/ajw/articles/14733632
[1] https://www.youtube.com/watch?v=As4bOxloC9c&feature=youtu.be

[1] https://www.nbcboston.com/news/coronavirus/baker-likens-covid-19-transmission-to-glitter-at-kids-party/2232160/
[1] https://pubmed.ncbi.nlm.nih.gov/34358292/

Top Domains
Top Domains in Tweet in Entire Graph:
[370] blogspot.com
[241] fhi.no
[166] newsdigest.jp
[134] twitter.com
[84] reuters.com
[80] mortgageshop.com
[71] or.jp
[65] nhs.uk
[61] casaitaliaradio.com
[55] co.uk

Top Domains in Tweet in G1:
[80] mortgageshop.com
[41] or.jp
[34] twitter.com
[21] nhs.uk
[17] com.br
[16] co.uk
[14] youtube.com
[11] com.ar
[10] blogspot.com
[10] reuters.com

Top Domains in Tweet in G2:
[38] rtl.fr
[15] planetes360.fr
[15] francetvinfo.fr
[5] cnews.fr
[4] twitter.com
[2] fhi.no
[1] lecho.be
[1] bit.ly
[1] lecourrier-du-soir.com
[1] vague.ni

Top Domains in Tweet in G3:
[2] theepochtimes.com
[1] focus.de
[1] twitter.com
[1] worldometers.info

Top Domains in Tweet in G5:
[61] casaitaliaradio.com
[19] rte.ie
[17] beautifulskinyourin.com
[17] viveport.com
[12] blogspot.com
[9] fapesp.br
[8] powerbi.com
[7] time.com
[7] theperfectenemy.com
[7] cdc.gov

Top Domains in Tweet in G6:
[203] fhi.no
[1] justthenews.com
[1] cnn.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G7:
[13] ourworldindata.org
[2] twitter.com
[2] worldometers.info
[1] bundesregierung.de
[1] lg.jp
[1] ac.jp
[1] go.jp

Top Domains in Tweet in G8:
[3] schleswig-holstein.de
[2] dgkj.de
[1] twitter.com
[1] merkur.de
[1] house.gov
[1] ajpmonline.org
[1] fhi.no
[1] bgw-online.de
[1] apotheke-adhoc.de
[1] swissmedic.ch

Top Domains in Tweet in G10:
[6] microguide.global
[4] nytimes.com
[2] gov.uk
[1] theguardian.com
[1] dutchnews.nl
[1] asahi.com
[1] youtube.com
[1] nbcboston.com
[1] nih.gov
[1] everymum.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[955] coronavirus
[917] covid19
[369] covid
[313] covid_19
[273] covidー19
[204] toquedequeda
[183] prevención
[182] estadodealarma
[168] 新型コロナウイルス
[150] vaccine



Top Hashtags in Tweet in G1:
[204] coronavirus
[144] covid19
[12] rates
[11] covid
[11] pandemic
[11] corona
[10] sarscov2
[9] covid_19
[9] news
[9] mortgage

Top Hashtags in Tweet in G2:
[38] italie
[38] droite
[26] coronavirus
[2] passsanitaire
[1] nonaumasqueobligatoire
[1] vaccin
[1] covid19
[1] fratelliditalia
[1] giorgiameloni
[1] meloni

Top Hashtags in Tweet in G3:
[3] ecohealthalliance
[3] newyork
[1] wuhanlab
[1] covid19
[1] irrland

Top Hashtags in Tweet in G4:
[180] prevención
[12] regresoaclases
[6] 10/4/2022 12:00:00 AM
[5] covid19
[3] rostrosdemipueblo
[1] 10/2/2022 12:00:00 AM
[1] 10/3/2022 12:00:00 AM
[1] palestinalibre
[1] freepalestine

Top Hashtags in Tweet in G5:
[224] coronavirus
[121] covid
[114] covid19
[51] news
[48] casaitaliaradio
[44] webradio
[40] radio
[39] home
[38] casa
[38] economia

Top Hashtags in Tweet in G6:
[4] lockdown
[4] costoflivingcrisis
[3] onlinesafetybill

Top Hashtags in Tweet in G7:
[4] 国賛エセ科学・エセ医学デマゴギー

Top Hashtags in Tweet in G8:
[13] n95
[1] covidisnotover
[1] eigenverantwortung
[1] fdpmachtkrankundarm
[1] covid19
[1] coronavirus

Top Hashtags in Tweet in G10:
[11] covid19
[8] covid
[4] coronavirus
[3] sarscov2
[1] auspol

Top Words
Top Words in Tweet in Entire Graph:
[2425] coronavirus
[1342] covid
[953] #coronavirus
[917] #covid19
[890] 19
[543] ils
[518] fauci
[477] ça
[407] 65
[402] ecohealth

Top Words in Tweet in G1:
[457] coronavirus
[242] covid
[204] #coronavirus
[144] #covid19
[143] 19
[94] over
[84] 000
[83] 200
[80] 32
[71] years

Top Words in Tweet in G2:
[527] ils
[454] ça
[307] f_philippot
[307] conseil
[307] étudient
[306] attention
[306] brigitte
[306] autran
[306] dirige
[306] nouveau

Top Words in Tweet in G3:
[352] grant
[352] esaagar
[351] unbelievable
[351] fauci
[351] waning
[351] months
[351] head
[351] niaid
[351] greenlit
[351] 600k

Top Words in Tweet in G4:
[181] vacuna
[180] #prevención
[180] acude
[180] centro
[180] inmunización
[180] cercano
[180] domicilio
[180] lugar
[180] trabajo
[180] ponte

Top Words in Tweet in G5:
[222] #coronavirus
[125] covid
[122] #covid
[114] #covid19
[79] coronavirus
[66] più
[62] 19
[61] leggi
[59] cases
[51] #news

Top Words in Tweet in G6:
[206] covid
[206] years
[205] 19
[203] stabellbenn
[203] norway
[203] recommend
[203] boosters
[203] healthy
[203] individuals
[203] lt

Top Words in Tweet in G7:
[215] 臨時
[215] ドイツ
[215] マスク義務化
[215] おぉ
[215] マスクしている国なんて日本だけだよ
[215] とよく耳にしますが
[215] 感染拡大のドイツは義務化法案9月16日可決10月1日施行
[215] 特に厳しいのは長距離公共交通機関
[215] 飛行機除く
[215] 医療施設利用者は

Top Words in Tweet in G8:
[137] coronavirus
[70] perfekt
[70] angepasst
[70] zeit
[70] schutzmaßnahmen
[70] einhalten
[69] corneliabeeking
[69] deutli
[66] die
[34] interessante

Top Words in Tweet in G9:
[111] cant
[111] remember
[111] used
[111] talk
[111] before
[111] coronavirus
[110] xavierofficials

Top Words in Tweet in G10:
[51] coronavirus
[43] kit_yates_maths
[34] covid
[33] primary
[32] deaths
[31] infections
[31] once
[31] again
[31] rise
[31] secondary

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[819] covid,19
[390] ecohealth,alliance
[363] peter,dzask
[362] dzask,ecohealth
[361] unbelievable,fauci
[361] fauci,waning
[361] waning,months
[361] months,head
[361] head,niaid
[361] niaid,greenlit

Top Word Pairs in Tweet in G1:
[137] covid,19
[80] 200,000
[66] 000,over
[66] over,25
[66] 25,years
[42] 32,mortgage
[36] rates,200
[29] #coronavirus,#covid19
[29] 32,rates
[22] #covid19,#coronavirus

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

Top Word Pairs in Tweet in G3:
[351] unbelievable,fauci
[351] fauci,waning
[351] waning,months
[351] months,head
[351] head,niaid
[351] niaid,greenlit
[351] greenlit,600k
[351] 600k,grant
[351] grant,peter
[351] peter,dzask

Top Word Pairs in Tweet in G4:
[180] #prevención,acude
[180] acude,centro
[180] centro,inmunización
[180] inmunización,cercano
[180] cercano,domicilio
[180] domicilio,lugar
[180] lugar,trabajo
[180] trabajo,ponte
[180] ponte,vacuna
[173] vtvcanal8,#prevención

Top Word Pairs in Tweet in G5:
[61] leggi,più
[48] più,#casaitaliaradio
[44] #casaitaliaradio,#webradio
[41] covid,19
[40] #webradio,#radio
[38] #radio,#casa
[37] #casa,#home
[37] #home,#design
[37] #design,#politica
[37] #politica,#interiordesign

Top Word Pairs in Tweet in G6:
[205] covid,19
[203] norway,recommend
[203] recommend,covid
[203] 19,boosters
[203] boosters,healthy
[203] healthy,individuals
[203] individuals,lt
[203] lt,65
[203] 65,years
[203] years,age

Top Word Pairs in Tweet in G7:
[215] 臨時,ドイツ
[215] ドイツ,マスク義務化
[215] マスク義務化,おぉ
[215] おぉ,マスクしている国なんて日本だけだよ
[215] マスクしている国なんて日本だけだよ,とよく耳にしますが
[215] とよく耳にしますが,感染拡大のドイツは義務化法案9月16日可決10月1日施行
[215] 感染拡大のドイツは義務化法案9月16日可決10月1日施行,特に厳しいのは長距離公共交通機関
[215] 特に厳しいのは長距離公共交通機関,飛行機除く
[215] 飛行機除く,医療施設利用者は
[214] geiger_warning,臨時

Top Word Pairs in Tweet in G8:
[70] coronavirus,perfekt
[70] perfekt,angepasst
[70] angepasst,zeit
[70] zeit,schutzmaßnahmen
[70] schutzmaßnahmen,einhalten
[69] corneliabeeking,coronavirus
[69] einhalten,deutli
[35] coronavirus,die
[34] interessante,daten
[34] daten,schweiz

Top Word Pairs in Tweet in G9:
[111] cant,remember
[111] remember,used
[111] used,talk
[111] talk,before
[111] before,coronavirus
[110] xavierofficials,cant

Top Word Pairs in Tweet in G10:
[31] coronavirus,infections
[31] infections,once
[31] once,again
[31] again,rise
[31] rise,primary
[31] primary,secondary
[31] secondary,education
[31] education,minister
[31] minister,dennis
[31] dennis,wiersma

Top Replied-To
Top Replied-To in Entire Graph:
@kiaaababe
@takatitaki_t
@539th
@franceinter
@karl_lauterbach
@armandoseoane
@medical_for_all
@volkskrant
@brynalves
@petemorristwit

Top Replied-To in G2:
@rtlfrance
@idrissaberkane
@myriamhebuterne
@f_philippot
@marc_doyer
@verity_france
@tatiann69922625
@caure_yoann
@resistance_sm
@cnews

Top Replied-To in G3:
@kvoneggert
@esaagar
@springs123

Top Replied-To in G5:
@volkskrant
@psoe
@sanchezcastejon

Top Replied-To in G6:
@drjbhattacharya
@lutherburgsvik
@stabellbenn

Top Replied-To in G7:
@medical_for_all
@ssn788_colorado

Top Replied-To in G8:
@prienkarin
@_ulmerspatz
@wunder2welt
@nimmerfroh
@aya_elephant
@juanreichart
@br24
@gereonas
@marcobuschmann

Top Replied-To in G10:
@cllroliver
@melissacreate15
@ctrssierra
@drlindadykes
@l_cathy_60
@meetjess
@christyfraser
@addaboubou
@peacockflu

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

Top Mentioned in G1:
@medicalscitech
@kathmorrow90
@findcancercure
@mamatoronto
@70sbachchan
@galactr0n
@jayi_wang
@villarricamuni
@_dcristal
@jeffmd_

Top Mentioned in G2:
@f_philippot
@myriamhebuterne
@verity_france
@cheikh_redac
@franceinfo
@rtlfrance
@paulmaxit
@idrissaberkane
@rogezveronique
@cnews

Top Mentioned in G3:
@esaagar
@mgga2021h
@epochtimes
@m_millerman
@verity_france
@buffalorow
@bretweinstein

Top Mentioned in G4:
@vtvcanal8
@delcyrodriguezv
@avils43378519
@utso_04trujillo
@tssvenezuela
@drodriven2
@mirelct
@viera_pili
@65leudi
@mppsp_vzla

Top Mentioned in G5:
@pleccese
@la_resistensia_
@mildanalyst
@beautyskinyourn
@googlychess1
@ceobakshi
@malinovskiy_v_v
@latimes
@covidlive
@sanchezcastejon

Top Mentioned in G6:
@stabellbenn
@usfreedomflyers
@org_scp
@cpsuk
@co_immunity_
@drjbhattacharya
@esaagar
@lutherburgsvik
@f_philippot

Top Mentioned in G7:
@geiger_warning
@bb45_colorado
@medical_for_all
@ssn788_colorado

Top Mentioned in G8:
@corneliabeeking
@ak_meier
@drericding
@madiemousie
@flottebiene86
@dm_ms
@achim_albrecht
@prienkarin
@_protectthekids

Top Mentioned in G9:
@xavierofficials

Top Mentioned in G10:
@kit_yates_maths
@tigresseleanor
@meetjess
@penderyndic
@c_s_wallace
@drgrahamlj
@cllroliver
@longcovidkids
@longcovidwork
@dgurdasani1

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@recentlatestvia
@sunoticiero
@manchan_sub_acc
@jurylady5
@ecodaren
@xaelbot

Top Tweeters in G1:
@infoitinterno
@recentlatestvia
@sunoticiero
@freiewelteu
@titrespresse
@lado_mx
@jacekwierzbicki
@diariocontraste
@mortgage_shop
@dailystar

Top Tweeters in G2:
@rosyjour
@minilicorne69
@nausicalibre
@talullabellefle
@barberis888
@delalande72
@marie_joseph_p
@jazzmanahn
@rtlfrance
@boxcalf1

Top Tweeters in G3:
@mrstone0856
@johndmtb
@dahart66
@dbaug57942
@barbarasm_60
@barryjwoods
@jams45226427
@loreign83
@steveg06322664
@epochtimes

Top Tweeters in G4:
@vtvcanal8
@hoyelidenuncio
@joserafaelbenc2
@luiscarrillo66
@ks7000
@gnb_tachira
@mippcivzla
@juancarlosard16
@guardabosquesai
@luispfz

Top Tweeters in G5:
@xaelbot
@cooperativa
@aaroncuddeback
@fabriciosx
@dataaugmented
@reporteya
@thepixeldevs
@buy1_best
@bbcnews
@mig30m6

Top Tweeters in G6:
@underyourtree
@brunedrot
@theroigner
@kargadan
@cptcookswife
@jjdemul
@d_notices
@derekahunter
@celticcanada
@jamesbranch3

Top Tweeters in G7:
@citrus_kyoto
@chartreuse37
@bb45_colorado
@amn3cats
@atsuji_yamamoto
@kyouji0716
@rurijishan
@moltoke_rumia1p
@fuwarin
@ririri1108

Top Tweeters in G8:
@klang_ruinen
@thomasknorra
@wunderwer
@sixteentender
@br24
@noisy_engineer
@1summertime2
@sascha1982wtal
@topfritte
@miaumiau1975

Top Tweeters in G9:
@amjustasma
@mikailshy
@heisdhammie
@__eggstar
@adam_moody4
@ainahadifah
@iamfavourehis
@sojiimran
@niezam
@lanaszalina

Top Tweeters in G10:
@hawkins_carole
@caz5697
@heather63262308
@yllekonadnerb
@miftyjackson
@xpatjock
@sweetie_tweeter
@drlindadykes
@spoonhead8
@arianrhod11


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