Coronavirus, Twitter, 8/29/2022 5:48:32 PM, 280944


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Coronavirus_2022-08-29_02-15-01.xlsx
Coronavirus_2022-08-29_02-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 29, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3R3cHsm
@stephenmcdonell
@0800_ksmy_ass
@jonathanhannah
@erictopol
@spectatorindex
@recognizesreal
@birgitc
@klaasvandijk5
@golwgymor
@cd57227

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

Description:
Description
The graph represents a network of 8,229 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 Monday, 29 August 2022 at 09:34 UTC.

The requested start date was Monday, 29 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 2-minute period from Friday, 26 August 2022 at 11:23 UTC to Sunday, 28 August 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 : 8229
Unique Edges : 4132
Edges With Duplicates : 11807
Total Edges : 15939
Number of Edge Types : 5
Retweet : 5199
MentionsInRetweet : 5885
Replies to : 798
Mentions : 1820
Tweet : 2237
Self-Loops : 2376
Reciprocated Vertex Pair Ratio : 0.00597663678348275
Reciprocated Edge Ratio : 0.0118822576289495
Connected Components : 1869
Single-Vertex Connected Components : 789
Maximum Vertices in a Connected Component : 679
Maximum Edges in a Connected Component : 1769
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.965223
Graph Density : 0.000109381119087888
Modularity : 0.506896
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8,229 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 Monday, 29 August 2022 at 09:34 UTC.

The requested start date was Monday, 29 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 2-minute period from Friday, 26 August 2022 at 11:23 UTC to Sunday, 28 August 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:
[317] https://newsdigest.jp/pages/coronavirus/
[98] https://www.worldometers.info/coronavirus/country/japan/
[61] https://www.science.org/content/article/rare-cases-coronavirus-vaccines-may-cause-long-covid-symptoms?cookieSet=1
[58] https://trib.al/t7bdbur
[54] https://www.casaitaliaradio.com/
[52] https://www.9news.com.au/national/coronavirus-australia-updates-long-covid-impact-on-workforce-revealed-new-figures/61e1ed3e-5ce9-4def-9fff-5d7d6ef54442
[47] https://www3.nhk.or.jp/news/special/coronavirus/entire/
[34] https://projects.propublica.org/coronavirus/bailouts/
[27] https://www.npr.org/sections/goatsandsoda/2022/07/22/1112894925/coronavirus-faq-i-got-it-on-a-family-vacay-can-my-relatives-stay-relatively-safe
[27] https://www3.nhk.or.jp/news/special/coronavirus/data/

Top URLs in Tweet in G1:
[18] https://www3.nhk.or.jp/news/special/coronavirus/data/
[12] https://www.washingtonpost.com/business/2022/08/26/moderna-pfizer-covid-lawsuit/
[12] https://fij.info/coronavirus-feature/overseas#tempo0211
[11] https://www.gov.uk/coronavirus
[8] https://www.worldometers.info/coronavirus/
[6] http://partydomme.com/news/
[5] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[4] https://projects.propublica.org/coronavirus/bailouts/
[4] https://www.cinconoticias.com/diccionario-del-covid-pandemia-coronavirus-a-z/
[4] https://jp.reuters.com/article/health-coronavirus-moderna-lawsuit-idJPKBN2PW17K

Top URLs in Tweet in G2:
[4] https://www.9news.com.au/national/coronavirus-australia-updates-long-covid-impact-on-workforce-revealed-new-figures/61e1ed3e-5ce9-4def-9fff-5d7d6ef54442
[2] https://www.reuters.com/article/uk-health-coronavirus-macron-idUKKBN218131
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-12-31..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+deaths&Interval=Cumulative&Relative+to+Population=false&Color+by+test+positivity=false&country=~JPN
[1] https://www.coronavirus.tas.gov.au/facts/tasmanian-statistics
[1] https://www.coronavirus.tas.gov.au/facts/tasmanian-statistics/weekly-report
[1] https://www.scmp.com/news/hong-kong/health-environment/article/3190258/coronavirus-hong-kongs-daily-tally-could-cross
[1] https://www.theatlantic.com/health/archive/2022/07/us-failed-monkeypox-virus-response/670994/
[1] https://tweetedtimes.com/ellitweets

Top URLs in Tweet in G3:
[4] https://www.9news.com.au/national/coronavirus-australia-updates-long-covid-impact-on-workforce-revealed-new-figures/61e1ed3e-5ce9-4def-9fff-5d7d6ef54442?ocid=Social-9NewsS
[2] https://hindi.opindia.com/reports/international/coronavirus-monkeypox-hiv-together-italy-man-sex-with-another-man/
[1] https://www.9news.com.au/national/coronavirus-australia-covid19-isolation-to-be-scaled-back-to-five-days/2d5edbb8-3b9f-4892-8c56-e66de1c10782
[1] https://www.theguardian.com/law/2021/jan/17/jonathan-sumption-cancer-patient-life-less-valuable-others?CMP=share_btn_tw
[1] https://isanidad.com/223942/el-gobierno-elimina-el-uso-obligatorio-de-las-mascarillas-en-los-aeropuertos-pero-no-en-los-aviones/

Top URLs in Tweet in G4:
[60] https://www.science.org/content/article/rare-cases-coronavirus-vaccines-may-cause-long-covid-symptoms?cookieSet=1
[45] https://www3.nhk.or.jp/news/special/coronavirus/entire/
[26] https://www.npr.org/sections/goatsandsoda/2022/07/22/1112894925/coronavirus-faq-i-got-it-on-a-family-vacay-can-my-relatives-stay-relatively-safe
[5] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[3] https://newsdigest.jp/pages/coronavirus/
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-childcare-guidance.html
[1] https://www.worldometers.info/coronavirus/?utm_campaign=ho
[1] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html
[1] https://www3.nhk.or.jp/news/special/coronavirus/data/
[1] https://www.khb-tv.co.jp/news/coronavirus/index.html

Top URLs in Tweet in G5:
[4] https://thebulletin.org/2022/08/nih-to-terminate-ecohealth-alliance-grant-after-its-wuhan-partners-refuse-to-deliver-information-on-coronavirus-studies/
[2] https://www.indiatoday.in/coronavirus-outbreak/story/why-hcq-ivermectin-dropped-india-covid-treatment-protocol-1857306-2021-09-26
[1] https://www.snopes.com/fact-check/zelenko-669-coronavirus-patients/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7587171/
[1] https://www.worldometers.info/coronavirus/country/uk/
[1] https://www.rcm.org.uk/coronavirus-hub/covid-vaccines-for-pregnant-women/vaccine-facts/
[1] https://www.worldometers.info/coronavirus/
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/different-types-of-covid-19-vaccines/art-20506465

Top URLs in Tweet in G6:
[9] https://www.newsnationnow.com/health/coronavirus/vaccine/judge-vaccine-mandate-for-d-c-gov-workers-unlawful/
[7] https://www.repubblica.it/salute/medicina-e-ricerca/2020/03/16/news/coronavirus_non_prendete_ibuprofene_cortisone_o_altri_antinfiammatori_per_proteggervi_dal_covid-19_-251433685/
[2] https://tashkenttimes.uz/national/7444-uzbekistan-developing-edible-vaccine-against-coronavirus
[1] https://www.liberoquotidiano.it/news/commenti-e-opinioni/25548357/giuseppe-remuzzi-pietro-senaldi-ricetta-anti-pandemia-coronavirus-si-cura-da-casa-inutile-aspettare-risultato-tampone.html#.YwiYIBayDII.twitter
[1] https://twitter.com/qlexpipiens/status/1563795551266787331
[1] https://www.ansa.it/canale_saluteebenessere/notizie/sanita/2022/08/26/covid-con-antinfiammatori-riduzione-del-90-dei-ricoveri_6544fefc-ba9a-417c-9b4e-497a10eadb27.html
[1] https://www.libreriadelponte.com/?product=coronavirus-stato-di-paura-ed-economica-di-leonardo-facco-e-gruppo-lao-tse
[1] https://www.ospedalebambinogesu.it/nuovo-coronavirus-i-vaccini-a-rna-come-funzionano-e-perche-sono-sicuri-99303/
[1] https://www.corriere.it/cronache/21_agosto_12/alberto-zangrillo-vaccino-covid-green-pass-coronavirus-oggi-622ac65c-fadb-11eb-ba5f-da3c10b6af90.shtml
[1] https://www.askanews.it/esteri/2021/08/12/media-cinesi-indizi-di-coronavirus-in-italia-prima-che-a-wuhan-pn_20210812_00020/

Top URLs in Tweet in G8:
[14] https://g1.globo.com/educacao/noticia/2022/08/26/bolsonaro-e-definido-como-um-dos-maiores-negacionistas-do-coronavirus-do-mundo-em-livro-didatico-de-escolas-na-noruega.ghtml
[1] https://g1.globo.com/educacao/noticia/2022/08/26/bolsonaro-e-definido-como-um-dos-maiores-negacionistas-do-coronavirus-do-mundo-em-livro-didatico-de-escolas-na-noruega.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[1] https://g1.globo.com/educacao/noticia/2022/08/26/bolsonaro-e-definido-como-um-dos-maiores-negacionistas-do-coronavirus-do-mundo-em-livro-didatico-de-escolas-na-noruega.ghtml?utm_source=twitter&utm_medium=share-bar-desktop&utm_campaign=materias

Top URLs in Tweet in G9:
[311] https://newsdigest.jp/pages/coronavirus/
[3] https://www.pref.yamanashi.jp/koucho/coronavirus/info_coronavirus_data.html#weekly_report
[3] https://www.pref.nara.jp/dd.aspx?menuid=1652
[3] https://www.city.nara.lg.jp/site/coronavirus/
[2] https://www.pref.yamanashi.jp/koucho/coronavirus/info_coronavirus_prevention.html#toujitsu
[2] https://www.city.nara.lg.jp/site/coronavirus/list654-2164.html
[2] https://jp.reuters.com/article/health-coronavirus-china-customs-regulat-idJPKBN2PW06T
[1] https://www.pref.yamanashi.jp/koucho/coronavirus/info_coronavirus_prevention.html
[1] https://www.pref.shizuoka.jp/kousei/ko-480/coronavirus/vaccine/daikibo.html
[1] https://www.city.nara.lg.jp/site/coronavirus/72237.html

Top URLs in Tweet in G10:
[6] https://www.washingtonpost.com/business/2020/06/11/trump-administration-wont-say-who-got-511-billion-taxpayer-backed-coronavirus-loans/
[2] https://projects.propublica.org/coronavirus/bailouts/
[1] https://projects.propublica.org/coronavirus/bailouts/search?q=Los+Angeles+Police+Protect
[1] https://twitter.com/rooflesser/status/1563712623450787840
[1] https://propub.li/3TjvFMA
[1] https://projects.propublica.org/coronavirus/bailouts/search?q=67530
[1] https://projects.propublica.org/coronavirus/bailouts/search?q=

Top Domains
Top Domains in Tweet in Entire Graph:
[317] newsdigest.jp
[285] blogspot.com
[133] worldometers.info
[127] or.jp
[119] twitter.com
[85] propublica.org
[74] com.au
[73] trib.al
[70] reuters.com
[66] science.org

Top Domains in Tweet in G1:
[42] or.jp
[39] twitter.com
[27] blogspot.com
[22] gov.uk
[18] reuters.com
[16] washingtonpost.com
[16] mortgageshop.com
[13] cinconoticias.com
[12] youtube.com
[12] nhs.uk

Top Domains in Tweet in G2:
[4] com.au
[2] gov.au
[2] reuters.com
[1] ourworldindata.org
[1] scmp.com
[1] theatlantic.com
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[5] com.au
[2] opindia.com
[1] theguardian.com
[1] isanidad.com

Top Domains in Tweet in G4:
[60] science.org
[52] or.jp
[26] npr.org
[3] newsdigest.jp
[2] ourworldindata.org
[2] cdc.gov
[1] worldometers.info
[1] ac.jp
[1] co.jp

Top Domains in Tweet in G5:
[4] thebulletin.org
[2] indiatoday.in
[2] worldometers.info
[1] snopes.com
[1] nih.gov
[1] org.uk
[1] mayoclinic.org

Top Domains in Tweet in G6:
[9] newsnationnow.com
[7] repubblica.it
[2] tashkenttimes.uz
[1] liberoquotidiano.it
[1] twitter.com
[1] ansa.it
[1] libreriadelponte.com
[1] ospedalebambinogesu.it
[1] corriere.it
[1] askanews.it

Top Domains in Tweet in G8:
[16] globo.com

Top Domains in Tweet in G9:
[311] newsdigest.jp
[6] yamanashi.jp
[6] lg.jp
[3] nara.jp
[2] reuters.com
[1] shizuoka.jp
[1] ac.jp
[1] buff.ly

Top Domains in Tweet in G10:
[6] washingtonpost.com
[5] propublica.org
[1] twitter.com
[1] propub.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1184] coronavirus
[865] covid19
[294] covid
[271] chongqing
[258] covid_19
[242] covidー19
[233] 新型コロナウイルス
[180] prevención
[146] toquedequeda
[122] estadodealarma



Top Hashtags in Tweet in G1:
[210] coronavirus
[120] covid19
[16] covid
[10] covid_19
[10] vaccines
[9] coronavírus
[9] 新型コロナウイルス
[7] corona
[7] pandemic
[6] lulaladraoseulugarenaprisao

Top Hashtags in Tweet in G2:
[268] chongqing
[255] coronavirus
[3] china
[2] covid
[2] covid19

Top Hashtags in Tweet in G3:
[15] sumption
[1] italy
[1] covid19
[1] monkeypox
[1] hiv
[1] nutjob
[1] chongqing

Top Hashtags in Tweet in G4:
[59] ワクチン長期副反応
[59] ワクチン後遺症
[59] コロナ後遺症
[2] 新型コロナウイルス
[1] covid19

Top Hashtags in Tweet in G5:
[1] bloodonyourhands

Top Hashtags in Tweet in G6:
[3] covid
[3] coronavirus
[2] fans
[2] vaccini
[2] redronnie
[1] remuzzi
[1] brufen
[1] vita
[1] bufale
[1] larepubblica

Top Hashtags in Tweet in G7:
[1] bolsonaronopanico

Top Hashtags in Tweet in G8:
[1] g1
[1] lulano1ºturno
[1] vote13

Top Hashtags in Tweet in G9:
[220] 新型コロナウイルス
[159] covid19
[16] 山梨県
[16] 新型コロナ
[5] newsdigest
[1] 狭山市

Top Hashtags in Tweet in G10:
[1] rogermarshallmd
[1] ppp
[1] studentloanforgiveness

Top Words
Top Words in Tweet in Entire Graph:
[2477] coronavirus
[1184] #coronavirus
[1056] covid
[865] #covid19
[594] 19
[503] 詳細は下記urlより
[483] newsdigestweb
[474] vaccine
[424] pfizer
[390] moderna

Top Words in Tweet in G1:
[491] coronavirus
[256] covid
[210] #coronavirus
[168] 19
[120] #covid19
[64] cases
[55] more
[47] vaccine
[46] over
[45] people

Top Words in Tweet in G2:
[268] #chongqing
[265] stephenmcdonell
[255] #coronavirus
[254] pcr
[254] tests
[226] mass
[226] being
[226] rage
[225] images
[225] coming

Top Words in Tweet in G3:
[172] coronavirus
[170] moderna
[170] sue
[170] pfizer
[170] infringing
[170] patents
[170] linked
[170] mrna
[170] technology
[170] used

Top Words in Tweet in G4:
[59] 今年1月にscience誌に掲載された
[59] #ワクチン長期副反応
[59] #ワクチン後遺症
[59] の
[59] #コロナ後遺症
[59] 様症状についての記事
[58] k_hirahata
[55] masaru_kaneko
[46] jinkamiya
[45] 参政党

Top Words in Tweet in G5:
[5] share
[5] records
[5] jimeeliberty
[5] skepticalmutant
[5] richykirsh
[5] nuhope2022
[5] trial
[4] biorealism
[4] work
[4] sciencemagazine

Top Words in Tweet in G6:
[180] non
[122] 2020
[121] antinfiammatori
[94] coronavirus
[93] repubblica
[89] prendete
[89] proteggervi
[87] ortigiap
[86] qualcuno
[83] ora

Top Words in Tweet in G7:
[98] coronavírus
[98] bolsonaro
[97] lula
[96] bolsonarosp
[96] enaltecendo
[96] dando
[96] graças
[96] deus
[96] tivemos
[96] vinda

Top Words in Tweet in G8:
[145] noruega
[138] livro
[137] maiores
[137] negacionistas
[137] didático
[134] bolsonaro
[129] coronavírus
[128] definido
[128] 'um
[128] mundo'

Top Words in Tweet in G9:
[496] 詳細は下記urlより
[476] newsdigestweb
[220] #新型コロナウイルス
[159] #covid19
[94] 4人死亡
[81] 3人死亡
[69] 内訳は
[64] 5人死亡
[62] 8人死亡
[59] 6人死亡

Top Words in Tweet in G10:
[208] ppp
[110] loan
[104] loans
[102] propublica
[98] reminder
[98] searchable
[98] tracker
[98] details
[98] 11
[98] million

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[547] covid,19
[347] coronavirus,vaccine
[257] pcr,tests
[254] #coronavirus,pcr
[231] #covid19,#covid_19
[225] images,coming
[225] coming,#chongqing
[225] #chongqing,apocalyptic
[225] apocalyptic,mass
[225] mass,#coronavirus

Top Word Pairs in Tweet in G1:
[156] covid,19
[29] coronavirus,vaccine
[26] pfizer,biontech
[24] sues,pfizer
[23] coronavirus,cases
[22] moderna,sues
[19] #coronavirus,#covid19
[17] #covid19,#coronavirus
[17] patent,infringement
[17] 200,000

Top Word Pairs in Tweet in G2:
[254] #coronavirus,pcr
[254] pcr,tests
[225] images,coming
[225] coming,#chongqing
[225] #chongqing,apocalyptic
[225] apocalyptic,mass
[225] mass,#coronavirus
[225] tests,being
[225] being,carried
[225] carried,bushfires

Top Word Pairs in Tweet in G3:
[170] moderna,sue
[170] sue,pfizer
[170] pfizer,infringing
[170] infringing,patents
[170] patents,linked
[170] linked,mrna
[170] mrna,technology
[170] technology,used
[170] used,coronavirus
[170] coronavirus,vaccine

Top Word Pairs in Tweet in G4:
[59] 今年1月にscience誌に掲載された,#ワクチン長期副反応
[59] #ワクチン長期副反応,#ワクチン後遺症
[59] #ワクチン後遺症,の
[59] の,#コロナ後遺症
[59] #コロナ後遺症,様症状についての記事
[58] k_hirahata,今年1月にscience誌に掲載された
[45] jinkamiya,参政党
[45] 参政党,神谷さん
[45] 神谷さん,第7波の死者数は既にこれまでの波の中で最多レベルになっていますよ
[45] 第7波の死者数は既にこれまでの波の中で最多レベルになっていますよ,政治家ならそれくらいのことは最低レベルの知識として知っていてください

Top Word Pairs in Tweet in G5:
[4] wuhan,institute
[4] institute,virology
[4] share,records
[3] skepticalmutant,tomsirolimus
[2] jbkinney,gtuckerkellogg
[2] gtuckerkellogg,polyvinci
[2] polyvinci,andrewtanyongyi
[2] andrewtanyongyi,circumstantial
[2] circumstantial,evidence
[2] evidence,many

Top Word Pairs in Tweet in G6:
[89] coronavirus,non
[89] non,prendete
[89] prendete,antinfiammatori
[89] antinfiammatori,proteggervi
[89] proteggervi,repubblica
[83] repubblica,2020
[83] 2020,ora
[83] ora,non
[83] non,bastano
[83] bastano,scuse

Top Word Pairs in Tweet in G7:
[96] lula,enaltecendo
[96] enaltecendo,dando
[96] dando,graças
[96] graças,deus
[96] deus,tivemos
[96] tivemos,vinda
[96] vinda,coronavírus
[96] coronavírus,imagina
[96] imagina,fosse
[96] fosse,bolsonaro

Top Word Pairs in Tweet in G8:
[137] maiores,negacionistas
[137] livro,didático
[129] negacionistas,coronavírus
[128] definido,'um
[128] 'um,maiores
[128] coronavírus,mundo'
[128] mundo',em
[128] em,livro
[125] bolsonaro,definido
[124] didático,escolas

Top Word Pairs in Tweet in G9:
[215] 詳細は下記urlより,#新型コロナウイルス
[158] #新型コロナウイルス,#covid19
[44] 詳細は下記urlより,#新型コロナウ
[29] 8人死亡,詳細は下記urlより
[25] 3人死亡,詳細は下記urlより
[24] 大阪府で新たに1万1606人感染確認,大阪府
[24] 大阪府,11606
[24] 11606,合計1882399人
[24] 合計1882399人,うち320人がみなし陽性
[24] うち320人がみなし陽性,70代

Top Word Pairs in Tweet in G10:
[103] ppp,loan
[102] ppp,loans
[98] reminder,searchable
[98] searchable,ppp
[98] loan,tracker
[98] tracker,details
[98] details,11
[98] 11,million
[98] million,approved
[98] approved,ppp

Top Replied-To
Top Replied-To in Entire Graph:
@foxnews
@coronavirus_dz
@539th
@dr_pilgrim
@gop
@gopchairwoman
@pepassss
@smc429
@alpha91160
@jamestmaw

Top Replied-To in G1:
@espacinsularrd

Top Replied-To in G2:
@qewperp
@alanbixter
@3yl7dcuuntfszb2
@maytechummia
@kit_yates_maths
@belindadelucy
@irascibleme

Top Replied-To in G3:
@dom_perrottet

Top Replied-To in G4:
@jinkamiya
@f_zebra

Top Replied-To in G5:
@sciencemagazine
@1979pop
@jbkinney
@profvrr
@degreefjeffrey
@jsmith4966
@zeetubes
@takethatct
@scottstocker4
@saltaovladimir

Top Replied-To in G6:
@redronnie
@veraestronza
@erica55902833
@antikytera
@azangrillo
@barbarab1974
@liaquartapelle
@drpikkolo
@carlopoltronier

Top Replied-To in G7:
@bolsonarosp
@vantektth

Top Replied-To in G10:
@meidastouch
@jillie_alexis
@lisamurkowski
@repmtg
@rogermarshallmd
@sifill_
@budrykzack

Top Mentioned
Top Mentioned in Entire Graph:
@newsdigestweb
@stephenmcdonell
@spectatorindex
@vtvcanal8
@jjaranaz94
@traselvalle_obc
@g1
@propublica
@trilliana_z
@bolsonarosp

Top Mentioned in G1:
@richardlasker8
@careapps
@eldiario_net
@sakuma8238
@orygenv
@larrytenney
@ptsafetylearn
@grancetto
@hackneycarers

Top Mentioned in G2:
@stephenmcdonell
@fergal_whatever
@alanbixter
@meetjess
@meowtorchef
@lmacentyre20888
@bollgare
@dsanjeev19
@jkmccrann
@frantican

Top Mentioned in G3:
@spectatorindex
@birgitc
@opindia_in
@adelaidians
@perbess
@stephenmcdonell

Top Mentioned in G4:
@k_hirahata
@masaru_kaneko
@miakiza20100906
@jinkamiya
@dai_jiro
@newsdigestweb
@nshalloween2
@f_zebra
@medical_antique
@dadshonan

Top Mentioned in G5:
@jimeeliberty
@skepticalmutant
@richykirsh
@nuhope2022
@biorealism
@kstateturk
@tonybaduy
@andrewlazarus4
@mcfunny
@fvckyourfear

Top Mentioned in G6:
@ortigiap
@alessandrofusi9
@albertobagnai
@libellularebel
@carlopoltronier
@martinkulldorff
@barbarab1974
@repubblica
@bellingcat
@derspiegel

Top Mentioned in G7:
@bolsonarosp
@taoquei1
@jairbolsonaro
@eliaspatrciojr

Top Mentioned in G8:
@g1
@jani_valverd
@quebrandootabu
@sampaio_eng
@sandroka131

Top Mentioned in G9:
@newsdigestweb
@coronayamanashi
@norichikahorie
@narakencyou
@wakamono_gakari
@naracity_tweets
@citysayama
@osaka_sirokichi

Top Mentioned in G10:
@propublica
@craftbeerlife18
@repmtg
@chavezravinela
@democraticdaisy
@njdembidenboom
@timothywmurray
@meidastouch
@lisamurkowski
@jillie_alexis

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@infoitinterno
@rojname_com
@el_cooperante
@sectest9
@filafresh
@paoloigna1
@zyitegadgets
@tommybrain
@manchan_sub_acc

Top Tweeters in G1:
@infoitinterno
@rojname_com
@zyitegadgets
@3novices
@lado_mx
@mortgage_shop
@cota3143
@noticiasveapp
@socolimeshot
@elaragueno

Top Tweeters in G2:
@bunrxm
@amyayers16
@profsunnysingh
@wise_diva
@gigkagigka
@inforenique
@1feralkat
@hilde57293257
@teajunkie1
@fascinatorfun

Top Tweeters in G3:
@tradermarcocost
@faby_nava77
@chrisbrey1
@yymods
@ranask35
@mumaralid
@stevecypha
@golwgymor
@prayagrajwaale
@bode_bankz

Top Tweeters in G4:
@ecodaren
@sippomagari
@sakeuchi317
@uchida_kawasaki
@niigata06406444
@fearless_taisho
@thouautumn
@benedictine555
@sfharry2
@iriyamazu_b

Top Tweeters in G5:
@paulwiggins
@doritmi
@monstercoyliar
@fillmorewhite
@takethatct
@mcfunny
@breezergalway
@biorealism
@chimera414
@malo_j

Top Tweeters in G6:
@tommybrain
@sonialavera
@marino29b
@repubblica
@lucabattanta
@corriere
@soniabetz1
@vannaricci
@nath67lic
@marcuspascal1

Top Tweeters in G7:
@lelacohen
@fannylt
@evandrelias
@ricardopolessi
@jotafloripa
@mkpadovani
@caravanamccoy
@ritadecassiapl
@solange_elisa
@bronsonhard

Top Tweeters in G8:
@robsongfreire
@argothr
@g1
@jgzzzo
@zelivanderlei
@mac_8219
@candiacrf
@russoisrael
@wavsgirl
@1105garibaldi

Top Tweeters in G9:
@toneunga3
@sunny_days365
@nekokasiya
@kazooooya
@oregakitaworld
@ma_mochizuki
@4823_tanaka
@terako_123
@fvjmac
@osaka_sirokichi

Top Tweeters in G10:
@yarosisnancy
@dianacialino
@jaquebelle
@tjseraphim
@leafwarbler
@democraticdaisy
@carolsott
@njdembidenboom
@niv7
@docdre


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