Coronavirus, Twitter, 7/28/2022 3:17:50 PM, 279610
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Coronavirus_2022-07-28_03-09-21.xlsx
Coronavirus_2022-07-28_03-09-21.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3JciGaV
@wsjp_insight
@lisa_iannattone
@nbcnews
@bb45_colorado
@skynews
@davidhenrymd
@who
@curioshiki
@asafy627
@hephaistos_ai

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

Description:
Description
The graph represents a network of 8,243 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, 28 July 2022 at 10:31 UTC.

The requested start date was Thursday, 28 July 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, 7-minute period from Monday, 25 July 2022 at 11:17 UTC to Wednesday, 27 July 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 : 8243
Unique Edges : 4001
Edges With Duplicates : 11641
Total Edges : 15642
Number of Edge Types : 5
Retweet : 5149
MentionsInRetweet : 5886
Replies to : 566
Mentions : 1528
Tweet : 2513
Self-Loops : 2582
Reciprocated Vertex Pair Ratio : 0.0037910699241786
Reciprocated Edge Ratio : 0.00755350398657155
Connected Components : 2011
Single-Vertex Connected Components : 1019
Maximum Vertices in a Connected Component : 1772
Maximum Edges in a Connected Component : 4713
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.937416
Graph Density : 0.000105227047999637
Modularity : 0.506706
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,243 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, 28 July 2022 at 10:31 UTC.

The requested start date was Thursday, 28 July 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, 7-minute period from Monday, 25 July 2022 at 11:17 UTC to Wednesday, 27 July 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://newsdigest.jp/pages/coronavirus/
[70] https://dailycaller.com/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/
[66] https://www3.nhk.or.jp/news/special/coronavirus/data/
[55] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[46] https://wwbb.me/us/nbb/the-identity-of-coronavirus-is-flu/
[41] https://justthenews.com/politics-policy/coronavirus/covid-expert-deborah-birx-says-she-knew-vaccines-were-not-going-protect?utm_source=breaking&utm_medium=email&utm_campaign=newsletter
[37] https://web.sapmed.ac.jp/canmol/coronavirus/index.html
[32] https://www.worldometers.info/coronavirus/
[31] https://thehill.com/homenews/house/3575581-house-passes-bill-for-research-on-cognitive-effects-of-coronavirus-69-republicans-vote-no/
[30] https://www.wa.de/hamm/coronavirus-in-hamm-sti1428766/corona-komplett-veraendert-chefarzt-aus-hamm-fordert-neue-denkweise-91682415.html

Top URLs in Tweet in G1:
[23] https://www3.nhk.or.jp/news/special/coronavirus/data/
[20] https://gigazine.net/news/20220726-face-mask-deactivate-coronavirus/
[15] https://jp.reuters.com/article/health-coronavirus-australia-idJPKBN2P10CQ
[9] https://fij.info/coronavirus-feature/overseas#tempo0211
[7] https://www.washingtonpost.com/science/2022/07/26/coronavirus-origin-wuhan-market/
[6] https://www.washingtonpost.com/science/2022/07/26/coronavirus-origin-wuhan-market/?tid=ss_tw
[5] https://jp.reuters.com/article/health-coronavirus-eu-commissioner-idJPKBN2P00RA
[5] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fgesundheit%2F2022-07%2Fcoronavirus-pandemie-lebenserwartung
[5] https://www.huffpost.com/entry/new-studies-bolster-theory-coronavirus-emerged-from-wuhan-market_n_62e1043fe4b06e213fc57bff
[5] https://thehill.com/homenews/house/3575581-house-passes-bill-for-research-on-cognitive-effects-of-coronavirus-69-republicans-vote-no/

Top URLs in Tweet in G2:
[8] https://trib.al:443/OHpC73R
[4] https://www.mdr.de/wissen/sars-corona-virus-spikeprotein-verursacht-schaeden-herzgewebe-100.html
[4] https://www.wa.de/hamm/coronavirus-in-hamm-sti1428766/corona-komplett-veraendert-chefarzt-aus-hamm-fordert-neue-denkweise-91682415.html
[2] https://www.swr.de/swraktuell/baden-wuerttemberg/coronavirus-aktueller-live-blog-in-bw-100.html
[2] https://www.oe24.at/coronavirus/regierung-bereitet-sich-auf-lockdown-im-herbst-vor/525633162
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/record-number-covid-hit-australians-hospital-omicron-surges-2022-07-25/?utm_content=bufferc0018&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.theguardian.com/world/2022/jul/22/why-do-the-minority-who-havent-had-covid-account-for-most-new-infections?utm_content=buffer8ccf8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www1.wdr.de/nachrichten/themen/coronavirus/corona-regeln-weihnachten-ungeimpfte-100.html
[2] https://www.tagesschau.de/inland/gesellschaft/coronavirus-impfung-119.html
[2] https://www.vienna.at/protokoll-zeigt-regierung-wollte-angst-vor-coronavirus-verbreiten/6600360

Top URLs in Tweet in G4:
[238] https://newsdigest.jp/pages/coronavirus/
[32] https://web.sapmed.ac.jp/canmol/coronavirus/index.html
[8] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-06-01..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~AUS~TWN~NZL~PHL~IND~IDN~KOR~CHN
[5] https://www3.nhk.or.jp/news/special/coronavirus/entire/
[5] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&facet=none&pickerSort=desc&pickerMetric=new_cases_smoothed_per_million&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[4] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&facet=none&uniformYAxis=0&pickerSort=desc&pickerMetric=new_cases_smoothed_per_million&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=true&country=~KOR
[3] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-12-01..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~Europe~Asia~Oceania~Africa~South+America~CHN~USA~TWN~PRK~KOR
[3] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-12-01..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=Biweekly+change&Relative+to+Population=true&Color+by+test+positivity=true&country=~JPN
[3] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2022-06-21..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=New+per+day&Relative+to+Population=true&Color+by+test+positivity=false&country=JPN~AUS~NZL~KOR
[3] https://www.tokyo-np.co.jp/article/157965

Top URLs in Tweet in G5:
[2] https://www.mediterranee-infection.com/le-coronavirus-en-photos/
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-les-professionnels-de-sante-et-du-secteur-medico-social-peuvent-desormais-beneficier-de-la-deuxieme-dose-de-rappel_5278564.html#xtor=CS2-765-%5Bshare%5D-
[1] https://www.pasteur.fr/fr/espace-presse/documents-presse/institut-pasteur-sequence-genome-complet-du-coronavirus-sars-cov-2
[1] https://nextstrain.org/ncov/gisaid/global/6m
[1] https://www.youtube.com/shorts/pYfE-hIufKE?feature=share

[1] https://www.refinery29.com/en-us/2020/05/9844333/can-you-get-married-online-coronavirus
[1] https://www.futura-sciences.com/sante/actualites/coronavirus-fonctionne-vaccin-arn-84148/

Top URLs in Tweet in G6:
[5] http://www.psuv.org.ve/temas/noticias/comision-presidencial-contra-coronavirus-covid-sigue-circulando/
[3] https://www.vtv.gob.ve/comision-presidencial-coronavirus-covid-circulando/
[1] https://www.reduno.com.bo/noticias/cochabamba-vuelve-a-superar-los-2-mil-casos-de-covid-19-en-un-dia-20227276420
[1] https://runrunes.org/rr-es-plus/479437/nueva-ola-de-covid-19-en-venezuela-reinfeccion-temprana-sintomas/

Top URLs in Tweet in G8:
[11] https://www.alternet.org/2022/07/senate-infections-marriage-equality/?utm_source=dlvr.it&utm_medium=twitter
[9] https://trib.al/ZPDNN99
[5] http://www.snoopbee.com/yup_free_online_tutoring.html
[3] https://www.facebook.com/watch/?v=752404089319585&ref=sharing
[2] https://wapo.st/3PVPvLE
[2] https://leadpakistan.com.pk/news/371-tested-positive-1-succumbs-to-covid-19-in-24-hours/
[2] https://fitntip.com/how-to-get-over-covid-fatigue/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.bbc.co.uk/news/uk-england-london-62001781?at_medium=RSS&at_campaign=KARANGA
[2] https://www.cidrap.umn.edu/news-perspective/2022/07/news-scan-jul-25-2022
[2] https://www.cidrap.umn.edu/news-perspective/2022/07/news-scan-jul-26-2022

Top URLs in Tweet in G9:
[2] https://www.vtv.gob.ve/comision-presidencial-coronavirus-covid-circulando/
[1] http://www.psuv.org.ve/temas/noticias/comision-presidencial-contra-coronavirus-covid-sigue-circulando/

Top URLs in Tweet in G10:
[8] https://news.sky.com/story/scientists-identify-how-the-coronavirus-spike-protein-causes-heart-damage-12658815
[2] https://news.sky.com/story/scientists-identify-how-the-coronavirus-spike-protein-causes-heart-damage-12658815?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/uk-coronavirus-cases-reach-798-up-208-in-last-24-hours-11957035
[1] https://health-ni.gov.uk/news/availability-covid-19-lateral-flow-testing-extended-august-0
[1] https://nidirect.gov.uk/articles/coronavirus-covid-19-testing-and-isolation-advice
[1] https://nidirect.gov.uk/articles/coronavirus-covid-19-how-stay-safe-and-help-prevent-spread
[1] https://www.stuff.co.nz/national/health/coronavirus/129327062/people-not-wearing-masks-are-like-drunk-drivers-risking-lives-expert-says
[1] https://www.abc.net.au/news/2022-07-22/qld-coronavirus-covid19-hospitals-staff-strain-patient-load/101253574?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[1] https://www.nidirect.gov.uk/testing
[1] https://dailycaller.com/2022/05/24/long-covid-psychosomatic-coronavirus-symptoms-study-nih/

Top Domains
Top Domains in Tweet in Entire Graph:
[241] newsdigest.jp
[166] or.jp
[114] twitter.com
[100] ac.jp
[83] ourworldindata.org
[81] reuters.com
[80] dailycaller.com
[72] trib.al
[64] tagesschau.de
[57] worldometers.info

Top Domains in Tweet in G1:
[49] or.jp
[41] twitter.com
[40] reuters.com
[31] youtube.com
[23] com.ar
[21] com.br
[21] washingtonpost.com
[20] gigazine.net
[18] tradingeconomics.com
[16] co.uk

Top Domains in Tweet in G2:
[8] trib.al
[6] wa.de
[4] mdr.de
[3] tagesschau.de
[3] twitter.com
[3] pei.de
[2] swr.de
[2] oe24.at
[2] reuters.com
[2] theguardian.com

Top Domains in Tweet in G4:
[238] newsdigest.jp
[42] ourworldindata.org
[32] ac.jp
[8] or.jp
[5] reuters.com
[4] co.jp
[2] worldometers.info
[1] outbreak.info
[1] nbcnewyork.com
[1] sanjosespotlight.com

Top Domains in Tweet in G5:
[2] mediterranee-infection.com
[1] francetvinfo.fr
[1] pasteur.fr
[1] nextstrain.org
[1] youtube.com
[1] refinery29.com
[1] futura-sciences.com

Top Domains in Tweet in G6:
[5] org.ve
[3] gob.ve
[1] com.bo
[1] runrunes.org

Top Domains in Tweet in G8:
[12] trib.al
[11] alternet.org
[5] snoopbee.com
[4] umn.edu
[4] asahi.com
[3] wapo.st
[3] facebook.com
[3] com.pk
[3] co.uk
[3] com.my

Top Domains in Tweet in G9:
[2] gob.ve
[1] org.ve

Top Domains in Tweet in G10:
[11] sky.com
[5] gov.uk
[1] co.nz
[1] net.au
[1] dailycaller.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[892] coronavirus
[762] covid19
[199] prevención
[197] 新型コロナウイルス
[172] covid
[75] corona
[65] covid_19
[43] juventuduniversitaria
[42] wuhan
[42] china



Top Hashtags in Tweet in G1:
[177] coronavirus
[106] covid19
[31] covid
[21] google
[21] iphone
[20] coronavac
[20] nolimite
[20] orkut
[20] apple
[20] ios

Top Hashtags in Tweet in G2:
[81] covid19
[21] affenpocken
[15] coronavirus
[7] corona
[5] vaccination
[3] pandemie
[2] omicron
[2] immunity
[2] vaccine
[2] impfstrategie

Top Hashtags in Tweet in G4:
[192] 新型コロナウイルス
[167] covid19
[4] newsdigest
[2] 緊急事態宣言を出して下さい
[1] モニフラ

Top Hashtags in Tweet in G5:
[34] limengyan
[34] coronavirus
[4] gates
[2] punchline
[1] laboratoire
[1] covid19
[1] vaccination
[1] shorts

Top Hashtags in Tweet in G6:
[17] prevención
[10] juventuduniversitaria
[6] ahora
[5] covid19
[5] 455añosdecaracas
[5] puebloenuniónnacional
[3] notisalud
[3] sucreenlanuevaépoca
[2] juntosporcadalatido
[2] cochabamba

Top Hashtags in Tweet in G8:
[55] coronavirus
[49] covid
[33] covid19
[9] omicron
[8] japan
[7] covid_19
[6] travel
[5] math
[5] tutoring
[5] wuhan

Top Hashtags in Tweet in G9:
[180] prevención
[33] juventuduniversitaria
[18] puebloenuniónnacional
[8] corpoelec
[8] coronavirus
[6] covid19
[3] 7/26/2022 12:00:00 AM
[2] 7/25/2022 12:00:00 AM
[2] 455añosdecaracas
[2] 7/27/2022 12:00:00 AM

Top Hashtags in Tweet in G10:
[2] covid
[1] coronavirus
[1] enoughisenough
[1] makeschoolssafer

Top Words
Top Words in Tweet in Entire Graph:
[2813] coronavirus
[1430] covid
[892] #coronavirus
[763] #covid19
[717] 19
[519] pandemic
[507] monkeypox
[489] die
[488] น
[411] wuhan

Top Words in Tweet in G1:
[640] coronavirus
[247] covid
[177] #coronavirus
[148] 19
[133] pandemic
[121] wuhan
[112] more
[110] market
[106] #covid19
[103] studies

Top Words in Tweet in G2:
[277] die
[187] corona
[181] spricht
[180] chefarzt
[178] keine
[176] mehr
[174] zahlen
[173] hamm
[172] massenhaft
[172] tim_roehn

Top Words in Tweet in G3:
[247] 2020s
[247] twin
[247] coronavirus
[247] monkeypox
[247] pandemics
[247] humans
[247] western
[247] countries
[247] decided
[247] best

Top Words in Tweet in G4:
[335] 詳細は下記urlより
[320] newsdigestweb
[192] #新型コロナウイルス
[173] 1日あたり過去最多
[167] #covid19
[156] bb45_colorado
[81] 1人死亡
[81] 過去最多
[73] 2人死亡
[57] 3人死亡

Top Words in Tweet in G5:
[120] coronavirus
[117] chez
[116] pourquoi
[116] l'homme
[116] vaccin
[115] pr
[115] raoult_didier
[115] brutalement
[115] arriverait
[115] trouver

Top Words in Tweet in G6:
[154] delcyrodriguezv
[122] coronavirus
[103] bajar
[103] guardia
[102] reiteramos
[102] importancia
[102] vacunarse
[100] reforzar
[92] virus
[89] podemos

Top Words in Tweet in G7:
[488] น
[327] ม
[326] ป
[164] ก
[163] ญหา
[163] monkeypox
[163] หลายอย
[163] างคล
[163] าย
[163] covid

Top Words in Tweet in G8:
[126] coronavirus
[94] wuhan
[88] market
[84] pandemic
[79] two
[78] studies
[78] animals
[78] sold
[77] live
[75] more

Top Words in Tweet in G9:
[180] #prevención
[166] vtvcanal8
[160] conoce
[160] principal
[160] objetivo
[160] plan
[160] nacional
[160] vacunación
[160] enfermedades
[160] respiratorias

Top Words in Tweet in G10:
[111] spike
[111] protein
[111] heart
[109] skynews
[104] research
[104] found
[104] sars
[104] cov
[104] capable
[104] causing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[660] covid,19
[265] coronavirus,pandemic
[257] coronavirus,monkeypox
[253] western,countries
[252] 2020s,twin
[252] twin,coronavirus
[252] monkeypox,pandemics
[252] pandemics,humans
[252] humans,western
[252] countries,decided

Top Word Pairs in Tweet in G1:
[137] covid,19
[110] coronavirus,pandemic
[85] live,animals
[84] originated,wuhan
[84] market,live
[84] animals,sold
[83] two,studies
[83] studies,provide
[83] provide,more
[83] more,evidence

Top Word Pairs in Tweet in G2:
[171] corona,keine
[171] keine,massenhaft
[171] massenhaft,todbringende
[171] todbringende,seuche
[171] seuche,mehr
[171] mehr,zeigen
[171] zeigen,die
[171] die,zahlen
[171] zahlen,hamm
[171] hamm,chefarzt

Top Word Pairs in Tweet in G3:
[247] 2020s,twin
[247] twin,coronavirus
[247] coronavirus,monkeypox
[247] monkeypox,pandemics
[247] pandemics,humans
[247] humans,western
[247] western,countries
[247] countries,decided
[247] decided,best
[247] best,course

Top Word Pairs in Tweet in G4:
[190] 詳細は下記urlより,#新型コロナウイルス
[165] #新型コロナウイルス,#covid19
[53] 死亡統計二週間変化率の急上昇,実はこれ
[53] 実はこれ,28一括計上によるノイズが消えて
[53] 28一括計上によるノイズが消えて,過小評価
[53] 過小評価,分母過大
[53] 分母過大,が消えただけで算術的な現象です
[53] が消えただけで算術的な現象です,ずっと指摘してきたでしょう
[53] ずっと指摘してきたでしょう,26に正常化するって
[53] 26に正常化するって,急上昇していますが

Top Word Pairs in Tweet in G5:
[115] pr,raoult_didier
[115] raoult_didier,pourquoi
[115] pourquoi,brutalement
[115] brutalement,chez
[115] chez,l'homme
[115] l'homme,arriverait
[115] arriverait,trouver
[115] trouver,vaccin
[115] vaccin,coronavirus
[114] coronavirus,fonctionne

Top Word Pairs in Tweet in G6:
[103] bajar,guardia
[102] reiteramos,importancia
[99] importancia,vacunarse
[99] vacunarse,reforzar
[89] podemos,bajar
[89] guardia,virus
[89] virus,ido
[89] ido,reiteramos
[88] delcyrodriguezv,podemos
[88] reforzar,protecció

Top Word Pairs in Tweet in G7:
[163] ป,ญหา
[163] ญหา,monkeypox
[163] monkeypox,ม
[163] ม,หลายอย
[163] หลายอย,างคล
[163] างคล,าย
[163] าย,covid
[163] covid,เม
[163] เม,อ
[163] อ,ป

Top Word Pairs in Tweet in G8:
[87] wuhan,market
[78] animals,sold
[76] coronavirus,pandemic
[76] live,animals
[74] two,studies
[74] studies,provide
[74] provide,more
[74] more,evidence
[74] evidence,coronavirus
[74] pandemic,originated

Top Word Pairs in Tweet in G9:
[165] vtvcanal8,#prevención
[160] #prevención,conoce
[160] conoce,principal
[160] principal,objetivo
[160] objetivo,plan
[160] plan,nacional
[160] nacional,vacunación
[160] vacunación,enfermedades
[160] enfermedades,respiratorias
[160] respiratorias,agudas

Top Word Pairs in Tweet in G10:
[111] spike,protein
[104] research,found
[104] found,sars
[104] sars,cov
[104] cov,spike
[104] protein,capable
[104] capable,causing
[104] causing,heart
[104] heart,muscle
[104] muscle,injury

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@ap
@disclosetv
@539th
@stefantroendle
@agenzia_ansa
@musicsuthssouls
@jamesmelville
@alexberenson
@shava23

Top Replied-To in G2:
@jens_140081
@welt
@micliberal
@jetriano1
@grit54776860
@tim_roehn
@isabelruland
@christinaberndt
@korinnahennig

Top Replied-To in G4:
@bluedogeyes1

Top Replied-To in G5:
@catgian1
@simonavignon
@umibo_ozu
@nycparks
@lsailliet

Top Replied-To in G8:
@squawkcnbc
@realtuckfrumper

Top Mentioned
Top Mentioned in Entire Graph:
@newsdigestweb
@lisa_iannattone
@vtvcanal8
@tim_roehn
@bb45_colorado
@manopsi
@delcyrodriguezv
@masaru_kaneko
@raoult_didier
@darkifranky

Top Mentioned in G1:
@peterstwit77
@neilber15826871
@annasturmsub8
@uknewsnetwork
@i_love_wanko_
@housingitguy
@ukcareguide
@telefeneuquen
@lawstreetj
@rogerf45

Top Mentioned in G2:
@tim_roehn
@stohr_klaus
@heiditheblogger
@shomburg
@chefofmembers
@jens_140081
@remo_baumeler
@thomas_wilckens
@welt
@tomdabassman

Top Mentioned in G3:
@lisa_iannattone

Top Mentioned in G4:
@newsdigestweb
@bb45_colorado
@nanakamado_anno
@angama_market
@pluredro
@bluedogeyes1
@miakiza20100906
@scikat2
@canchemistry

Top Mentioned in G5:
@raoult_didier
@darkifranky
@pam33771
@divizio1
@youtube
@choqlautremonde
@lsailliet
@franceinfo
@andrewsiff4ny
@brunsonsamantha

Top Mentioned in G6:
@delcyrodriguezv
@nicolasmaduro
@vtvcanal8
@maurismarl
@caraboboinsalud
@gpintovzla
@partidopsuv
@magagutierrezv
@minsaludve
@sgg_sucre

Top Mentioned in G7:
@manopsi

Top Mentioned in G8:
@nbcnews
@washingtonpost
@realtuckfrumper
@ajwasahi
@gtourismforum
@ronronkmfa
@pandemiasurvive
@supunmadu22120
@lecho
@bsindia

Top Mentioned in G9:
@vtvcanal8
@dash_help1
@vicmarvikivjam
@joelcolina16
@cpmarp21
@conadecafrove
@221astrofisico
@partidopsuv

Top Mentioned in G10:
@skynews
@healthdpt
@elhopkins
@kunstjonas
@publichealthni
@janellehmiles
@abcaustralia
@nidirect

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@infoitinterno
@filafresh
@simanekomama
@rashidaldosari
@myfavoritescene
@yuuji_k1
@medicinehelp
@sumariuminfo
@andyvermaut

Top Tweeters in G1:
@infoitinterno
@medicinehelp
@sumariuminfo
@andyvermaut
@jacekwierzbicki
@politicalhedge
@mortgage_shop
@yymods
@httweets
@elaragueno

Top Tweeters in G2:
@welt
@thethegrinch7
@vertig0nix
@frisch_fish
@woli2017
@artep21
@besorgtebrgeri2
@bsterix
@deutschzuerst
@sz

Top Tweeters in G3:
@docrocktex26
@thekoolcat01
@bettyb00p00
@hacketttom
@dormousegirl
@lmwortho
@wildfang135
@wordsleadmeon
@horzaedeo
@jaszabella

Top Tweeters in G4:
@simanekomama
@serioustom1
@jun_84
@yochan87
@souun_udoku
@bb45_colorado
@yutakayoshioka
@beerlove_ryo
@sazamaru
@yunishio

Top Tweeters in G5:
@mariabadin18
@nouveau_papy
@vanmoerkercke3
@hervefav
@chriss17031
@philippe_md
@poissenot
@nnfpreturn
@volkoffvitch
@christi82965107

Top Tweeters in G6:
@partidopsuv
@nellypsuvya
@elchamocandanga
@prometeonews
@mercede073
@ivism20
@seniat_oficial
@aycontrerasss
@mano1ju
@nicolasmaduro

Top Tweeters in G7:
@kego_jung
@iamapng
@jhy_c
@h2oh_ok
@soqirl
@purplenimee
@plaplasuchada
@daisyontlsql
@___________int
@goalslalala12

Top Tweeters in G8:
@lechatnoire4
@pollsstar
@iflck
@enrico056
@roripierpont1
@feinberg_linda
@seantheterrible
@realtuckfrumper
@ngourd
@washingtonpost

Top Tweeters in G9:
@vtvcanal8
@jotabelandria
@elpatriotacrp
@tengofe368
@rodalexandre25
@j_urbay
@greybercarrero
@lorenacarrero20
@luciannysy
@seghorizonte

Top Tweeters in G10:
@skynews
@dbashby
@nomoetrouble
@evelynspring8
@pillowprincesse
@sreynolds196777
@loreign83
@freespeech_0
@gamemasterpow
@crednescodpeace


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