COVID-19, Twitter, 2/3/2022 9:04:01 AM, 271231


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COVID-19_2022-02-03_00-00-01.xlsx
COVID-19_2022-02-03_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3gknBsR
@daradaily
@thaiticketmajor
@trici96950389
@bts_twt
@bighit_music
@annie91a
@celinajiminvn
@forbesscience
@cnn
@imclaireeyy

Top hashtags:
#covid19
#covid_19
#jimin
#aridianlivesmatter
#prevención
#covid
#cuídatedelacovid19

Description:
Description
The graph represents a network of 9,367 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 February 2022 at 08:27 UTC.

The requested start date was Thursday, 03 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 3-minute period from Monday, 31 January 2022 at 12:14 UTC to Wednesday, 02 February 2022 at 12:17 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 : 9367
Unique Edges : 4542
Edges With Duplicates : 12535
Total Edges : 17077
Number of Edge Types : 5
Retweet : 5700
MentionsInRetweet : 6438
Tweet : 3053
Mentions : 1550
Replies to : 336
Self-Loops : 3097
Reciprocated Vertex Pair Ratio : 0.00385059684251059
Reciprocated Edge Ratio : 0.00767165324127349
Connected Components : 2618
Single-Vertex Connected Components : 975
Maximum Vertices in a Connected Component : 1564
Maximum Edges in a Connected Component : 3777
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 10.42913
Graph Density : 8.91471805246477E-05
Modularity : 0.524337
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,367 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 February 2022 at 08:27 UTC.

The requested start date was Thursday, 03 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 3-minute period from Monday, 31 January 2022 at 12:14 UTC to Wednesday, 02 February 2022 at 12:17 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 : COVID-19
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:
[36] https://sites.krieger.jhu.edu/iae/files/2022/01/A-Literature-Review-and-Meta-Analysis-of-the-Effects-of-Lockdowns-on-COVID-19-Mortality.pdf
[26] https://www.soompi.com/article/1510987wpp/momolands-jooe-cancels-all-scheduled-activities-after-testing-positive-for-covid-19
[23] https://venezuela-news.com/dia-688-de-pandemia-venezuela-reporta-1-801-nuevos-contagios-por-covid-19/
[22] https://www.cvs.com/minuteclinic/covid-19-testing
[21] https://www.allkpop.com/article/2022/01/btss-jimin-tests-positive-for-covid-19-receives-surgery-for-acute-appendicitis
[18] https://www.washingtontimes.com/news/2022/jan/31/lockdowns-had-little-or-no-impact-covid-19-deaths-/
[16] https://www.cnn.com/2022/02/01/health/pfizer-covid-vaccine-eua-request-younger-children/index.html
[14] https://www.foxnews.com/us/lockdowns-reduced-covid-19-mortality-by-2-study-finds-lockdowns-should-be-rejected-out-of-hand
[14] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[12] https://www.cnnindonesia.com/nasional/20220201162952-20-753758/indonesia-resmi-masuk-gelombang-ketiga-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed

Top URLs in Tweet in G1:
[22] https://www.cvs.com/minuteclinic/covid-19-testing
[12] https://www.cnn.com/2022/02/01/health/pfizer-covid-vaccine-eua-request-younger-children/index.html
[10] https://finanzasconsentidocomuninnovacion.blogspot.com/2021/12/el-cisne-negrotu-consejo-financiero.html?spref=tw
[7] https://www.instagram.com/accounts/login/
[7] https://www.foxnews.com/us/lockdowns-reduced-covid-19-mortality-by-2-study-finds-lockdowns-should-be-rejected-out-of-hand
[6] https://www.cvs.com/minuteclinic/covid-19-testing/covid-scheduler?symptoms=covid
[5] https://www.washingtontimes.com/news/2022/jan/31/lockdowns-had-little-or-no-impact-covid-19-deaths-/
[4] https://sites.krieger.jhu.edu/iae/files/2022/01/A-Literature-Review-and-Meta-Analysis-of-the-Effects-of-Lockdowns-on-COVID-19-Mortality.pdf
[4] https://www.leparisien.fr/societe/sante/covid-19-futur-protocole-a-lecole-etat-durgence-sanitaire-en-nouvelle-caledonie-ce-quil-faut-retenir-des-annonces-de-gabriel-attal-02-02-2022-ODMAIOAEQRATNNYNU2ANEL5HJ4.php#xtor=AD-1481423553
[3] https://www.desocialesymas.com/ministerio-de-salud-publica-extiende-hasta-el-21-de-febrero-la-presentacion-de-la-tarjeta-con-el-esquema-basico-de-vacunacion-de-tercera-dosis-contra-el-covid-19/

Top URLs in Tweet in G2:
[1] https://www.daradaily.com/news/110785/read
[1] https://overseasidol.com/mew-suppasit-terkonfirmasi-positif-covid-19/
[1] https://workpointtoday.com/mewsuppasit-covid-19/
[1] https://twitter.com/sahamongkolfilm/status/1487259210555535363
[1] https://unicef.or.th/en/donate/campaigns/boxoflife

Top URLs in Tweet in G3:
[23] https://venezuela-news.com/dia-688-de-pandemia-venezuela-reporta-1-801-nuevos-contagios-por-covid-19/
[8] https://www.vtv.gob.ve/alba-tcp-importancia-vacunarse-covid-19/
[7] http://www.psuv.org.ve/temas/noticias/fase-aguda-covid-19-pudiera-terminar-si-logramos-vacunar-al-70-poblacion-mundial/
[5] http://www.psuv.org.ve/temas/noticias/venezuela-investiga-respuesta-inmune-poblacion-infantil-ante-covid-19/
[4] https://www.vtv.gob.ve/dia687-covid19-venezuela-registra-nuevos-contagios/
[4] http://www.psuv.org.ve/temas/noticias/alba-tcp-destaca-importancia-vacunarse-contra-covid-19/
[4] https://bit.ly/3sXyAQx
[3] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-pacientes-2/
[3] https://venezuela-news.com/reporte-covid-19-lunes-1-953-nuevos-contagios-venezuela/
[2] http://rnv.gob.ve/fase-aguda-de-

Top URLs in Tweet in G4:
[5] https://aninews.in/news/entertainment/music/bts-jimin-undergoes-appendicitis-surgery-tests-covid-19-positive20220201083857/
[5] https://www.hindustantimes.com/entertainment/music/bts-jimin-undergoes-appendicitis-surgery-tests-covid-19-positive-big-hit-music-share-statement-101643620949562.html
[5] https://webnewsobserver.com/2022/02/01/bts-jimin-undergoes-surgery-for-appendicitis-tests-positive-for-covid-19/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.aninews.in/news/national/general-news/gate-2022-sc-agrees-to-hear-pleas-seeking-postponement-of-exam-due-to-covid-1920220202142333/
[4] https://www.latestly.com/agency-news/entertainment-news-bts-jimin-undergoes-appendicitis-surgery-tests-covid-19-positive-3314577.html
[4] http://trib.al/saUPo8t
[4] https://tittlepress.com/covid19/1501676/
[4] https://etcanada.com/news/862621/bts-jimin-tests-positive-for-covid-19-as-he-undergoes-appendicitis-surgery/
[3] https://www.indiatvnews.com/entertainment/celebrities/bts-member-jimin-undergoes-surgery-for-acute-appendicitis-infected-with-covid-19-2022-01-31-757245
[3] https://capricho.abril.com.br/entretenimento/bts-jimin-e-operado-por-apendicite-aguda-e-testa-positivo-para-covid-19/

Top URLs in Tweet in G5:
[5] https://www.komchadluek.net/covid-19/503222

Top URLs in Tweet in G7:
[2] https://www.challenges.fr/entreprise/sante-et-pharmacie/vaccins-anti-covid-19-les-liens-financiers-entre-medecins-et-big-pharma-sous-surveillance_740915
[1] https://appgpandemic.org/news/mass-testing-of-children
[1] https://www.lefigaro.fr/sciences/covid-19-l-ivermectine-traitement-miracle-ou-enieme-fausse-piste-20210715
[1] https://www.bmj.com/content/375/bmj.n2635
[1] https://conservativevoicesusa.com/bc-optometrist-refuses-to-treat-unvaccinated-children/

Top URLs in Tweet in G8:
[4] https://sites.krieger.jhu.edu/iae/files/2022/01/A-Literature-Review-and-Meta-Analysis-of-the-Effects-of-Lockdowns-on-COVID-19-Mortality.pdf
[1] https://newsroom.spotify.com/2022-01-30/spotifys-platform-rules-and-approach-to-covid-19/
[1] https://www.sciencedirect.com/science/article/pii/S016344532100548X
[1] https://bit.ly/32LaL3B
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4022798
[1] https://twitter.com/RMConservative/status/1488177429151731713

Top URLs in Tweet in G9:
[11] https://sites.krieger.jhu.edu/iae/files/2022/01/A-Literature-Review-and-Meta-Analysis-of-the-Effects-of-Lockdowns-on-COVID-19-Mortality.pdf
[5] https://brasilsemmedo.com/em-recorde-historico-cdc-registra-12-mil-mortes-ligadas-as-vacinas-contra-covid-19/
[5] https://brasilsemmedo.com/universidade-e-farmaceutica-do-japao-apontam-para-eficacia-da-ivermectina-contra-a-omicron-e-outras-variantes-da-covid-19/
[2] https://www.reuters.com/article/health-coronavirus-japan-kowa/japans-kowa-says-ivermectin-effective-against-omicron-in-phase-iii-trial-idUSL1N2UB0AV

Top URLs in Tweet in G10:
[25] https://www.soompi.com/article/1510987wpp/momolands-jooe-cancels-all-scheduled-activities-after-testing-positive-for-covid-19
[20] https://www.allkpop.com/article/2022/01/btss-jimin-tests-positive-for-covid-19-receives-surgery-for-acute-appendicitis
[8] https://www.soompi.com/article/1511097wpp/kim-jae-hwan-tests-positive-for-covid-19
[6] https://www.allkpop.com/article/2022/02/momolands-jooe-tests-positive-for-covid-19
[4] https://people.com/music/bts-jimin-appendicitis-covid-diagnosis/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=61f8258937b74f00012448ee
[2] https://www.soompi.com/article/1510576wpp/vivizs-umji-tests-positive-for-covid-19
[2] https://www.soompi.com/article/1510905wpp/btss-jimin-recovering-from-appendicitis-surgery-being-treated-for-covid-19
[2] https://www.koreaboo.com/news/bts-jimin-covid-19-successful-surgery/
[1] https://n.news.naver.com/entertain/article/109/0004549954
[1] https://n.news.naver.com/entertain/now/article/112/0003526785

Top Domains
Top Domains in Tweet in Entire Graph:
[144] twitter.com
[81] com.br
[61] bit.ly
[49] trib.al
[41] reuters.com
[39] jhu.edu
[38] soompi.com
[38] youtube.com
[32] co.uk
[29] cnn.com

Top Domains in Tweet in G1:
[35] com.br
[30] twitter.com
[28] cvs.com
[16] cnn.com
[16] blogspot.com
[10] co.uk
[10] patch.com
[9] washingtontimes.com
[9] or.jp
[8] economist.com

Top Domains in Tweet in G2:
[1] daradaily.com
[1] overseasidol.com
[1] workpointtoday.com
[1] twitter.com
[1] or.th

Top Domains in Tweet in G3:
[26] venezuela-news.com
[20] gob.ve
[16] org.ve
[7] bit.ly
[2] epthelinkdos.tk
[2] covidtests.gov
[1] dailymotion.com
[1] fusernews.com
[1] dailysignal.com

Top Domains in Tweet in G4:
[26] trib.al
[10] com.br
[9] aninews.in
[6] latestly.com
[5] hindustantimes.com
[5] webnewsobserver.com
[5] iweller.com
[4] tittlepress.com
[4] etcanada.com
[4] abs-cbn.com

Top Domains in Tweet in G5:
[5] komchadluek.net

Top Domains in Tweet in G7:
[2] challenges.fr
[1] appgpandemic.org
[1] lefigaro.fr
[1] bmj.com
[1] conservativevoicesusa.com

Top Domains in Tweet in G8:
[4] jhu.edu
[1] spotify.com
[1] sciencedirect.com
[1] bit.ly
[1] ssrn.com
[1] twitter.com

Top Domains in Tweet in G9:
[11] jhu.edu
[10] brasilsemmedo.com
[2] reuters.com

Top Domains in Tweet in G10:
[37] soompi.com
[26] allkpop.com
[4] naver.com
[4] people.com
[2] koreaboo.com
[1] twitter.com
[1] expansion.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[341] covid19
[271] covid_19
[229] jimin
[122] aridianlivesmatter
[122] prevención
[118] covid
[82] cuídatedelacovid19
[78] getwellsoonjimin
[60] bts
[53] 44593



Top Hashtags in Tweet in G1:
[84] covid_19
[53] covid19
[32] covid
[21] coronavirus
[11] omicron
[10] news
[10] blog
[10] blogger
[10] libros
[9] 2/2/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[19] getwellsoonmew
[18] mewsuppasit
[8] tseleb
[8] ศุภศิษฏ์จงชีวีวัฒน์
[8] mssconnection
[3] mewsuppasitstudio
[3] ข่าวบันเทิง
[2] ดาราเดลี่
[2] daradaily
[2] มิวศุภศิษฏ์

Top Hashtags in Tweet in G3:
[104] prevención
[78] cuídatedelacovid19
[37] cuidatusalud
[32] víaalterna
[29] sistemapatria
[25] juegosnacionales2022
[23] chávezporsiempre
[23] jornadadevacunación
[22] 2/1/2022 12:00:00 AM
[18] 2/2/2022 12:00:00 AM

Top Hashtags in Tweet in G4:
[56] jimin
[41] bts
[36] getwellsoonjimin
[19] covid19
[17] btsjimin
[11] btsarmy
[10] jimingetwellsoon
[4] parkjimin
[3] weverse
[2] iheartawards

Top Hashtags in Tweet in G6:
[34] jimin
[5] getwellsoonjimin
[2] ttmvariety
[1] mewlions
[1] getwellsoonmew
[1] mewsuppasit
[1] มิวศุภศิษฏ์
[1] thaiticketmajor
[1] bts

Top Hashtags in Tweet in G7:
[3] covid_19
[1] covidtesting
[1] novaccinepassports
[1] nomandatoryvaccines
[1] australiahasfallen

Top Hashtags in Tweet in G8:
[1] joerogan

Top Hashtags in Tweet in G10:
[32] jooe
[29] momoland
[8] kimjaehwan
[5] breakingnews
[5] covid
[2] viviz
[2] sinb
[2] jimin
[1] getwellsoonjimin
[1] 모모랜드

Top Words
Top Words in Tweet in Entire Graph:
[7148] covid
[6787] 19
[779] อ
[681] positive
[670] ม
[664] ว
[660] jimin
[491] า
[457] vaccine
[444] contra

Top Words in Tweet in G1:
[957] covid
[908] 19
[84] #covid_19
[77] 11
[72] 12
[66] 03
[61] 02
[59] contra
[54] 2022
[53] #covid19

Top Words in Tweet in G2:
[661] อ
[603] ว
[427] ศ
[395] ด
[379] 19
[375] covid
[324] ภศ
[321] ม
[298] mew
[292] suppasit

Top Words in Tweet in G3:
[320] covid
[308] 19
[138] vtvcanal8
[119] evitar
[104] #prevención
[97] contra
[88] nuevos
[86] mascarilla
[86] métodos
[83] contagios

Top Words in Tweet in G4:
[289] covid
[286] jimin
[274] 19
[213] positive
[157] appendicitis
[143] surgery
[129] bts
[96] undergoes
[92] tests
[89] tested

Top Words in Tweet in G5:
[284] นแรงกว
[284] า
[145] insomporamin
[142] พบไวร
[142] สโคโรนาชน
[142] ดใหม
[142] เข
[142] าเซลล
[142] มน
[142] ษย

Top Words in Tweet in G6:
[118] foi
[116] ม
[106] จ
[97] covid
[97] 19
[79] apendicite
[78] diagnosticado
[60] uma
[59] อ
[59] bts

Top Words in Tweet in G7:
[120] covid
[112] gives
[107] 19
[89] vaccine
[68] pfizer
[68] government
[57] aaronsirisg
[57] moderna
[56] business
[56] model

Top Words in Tweet in G8:
[101] lockdowns
[98] hopkins
[95] effect
[76] covid
[65] evidence
[63] 19
[50] mortality
[49] university
[48] reducing
[47] fails

Top Words in Tweet in G9:
[88] clauwild1
[66] não
[61] sabe
[61] aquela
[61] meta
[61] análise
[61] universidade
[61] john
[61] hopkins
[61] mostrando

Top Words in Tweet in G10:
[108] covid
[108] 19
[107] positive
[59] tests
[46] jimin
[39] appendicitis
[38] jooe
[37] surgery
[33] soompi
[33] acute

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6615] covid,19
[481] positive,covid
[387] อ,covid
[365] contra,covid
[338] 19,vaccine
[322] ม,ว
[320] ว,ศ
[320] ศ,ภศ
[298] mew,suppasit
[286] นแรงกว,า

Top Word Pairs in Tweet in G1:
[877] covid,19
[51] contra,covid
[40] 19,vaccine
[26] 19,pandemic
[23] covid,test
[22] positive,covid
[22] test,available
[19] available,today
[19] today,cvs
[18] vaccine,children

Top Word Pairs in Tweet in G2:
[375] covid,19
[315] ม,ว
[314] ว,ศ
[314] ศ,ภศ
[312] อ,covid
[292] mew,suppasit
[270] 19,ด
[203] suppasit,studio
[181] ภศ,ษฏ
[155] ด,วยว

Top Word Pairs in Tweet in G3:
[306] covid,19
[85] contra,covid
[80] #prevención,uso
[80] uso,adecuado
[80] adecuado,mascarilla
[80] mascarilla,indica
[80] indica,métodos
[80] métodos,preventivos
[80] preventivos,efectivos
[80] efectivos,evitar

Top Word Pairs in Tweet in G4:
[274] covid,19
[163] positive,covid
[89] tested,positive
[66] jimin,undergoes
[56] appendicitis,surgery
[50] acute,appendicitis
[50] tests,positive
[46] bts,jimin
[45] surgery,acute
[44] undergoes,appendicitis

Top Word Pairs in Tweet in G5:
[284] นแรงกว,า
[142] พบไวร,สโคโรนาชน
[142] สโคโรนาชน,ดใหม
[142] ดใหม,เข
[142] เข,าเซลล
[142] าเซลล,มน
[142] มน,ษย
[142] ษย,ได
[142] ได,คาดร
[142] คาดร,นแรงกว

Top Word Pairs in Tweet in G6:
[106] จ,ม
[97] covid,19
[78] foi,diagnosticado
[78] diagnosticado,apendicite
[58] อ,covid
[57] ttm,variety
[54] วยเร,วๆ
[54] วๆ,ส
[53] ม,น
[53] น,bts

Top Word Pairs in Tweet in G7:
[107] covid,19
[83] 19,vaccine
[57] pfizer,moderna
[56] moderna,covid
[56] vaccine,business
[56] business,model
[56] model,government
[56] government,gives
[56] gives,billions
[56] billions,gives

Top Word Pairs in Tweet in G8:
[63] covid,19
[50] 19,mortality
[49] hopkins,university
[48] reducing,covid
[47] hopkins,evidence
[47] evidence,fails
[47] fails,confirm
[47] confirm,lockdowns
[47] lockdowns,significant
[47] significant,effect

Top Word Pairs in Tweet in G9:
[61] sabe,aquela
[61] aquela,meta
[61] meta,análise
[61] análise,universidade
[61] universidade,john
[61] john,hopkins
[61] hopkins,mostrando
[61] mostrando,cientificamente
[61] cientificamente,lockdown
[61] lockdown,não

Top Word Pairs in Tweet in G10:
[108] covid,19
[104] positive,covid
[59] tests,positive
[33] acute,appendicitis
[25] #momoland's,#jooe
[25] #jooe,cancels
[25] cancels,scheduled
[25] scheduled,activities
[25] activities,testing
[25] testing,positive

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@insomporamin
@vtvcanal8
@daradaily
@morningnewstv3
@_candyclover
@clauwild1
@msuppasitstudio
@bighit_music
@aaronsirisg
@bts_twt

Top Mentioned in G1:
@yosequehacer2_
@ray_noble1
@stemresources
@artsfundraising
@upmpenyayang
@aprovinciadopa
@scisschools
@radiolasernews
@cricket_speakx

Top Mentioned in G2:
@daradaily
@morningnewstv3
@msuppasitstudio
@ngnewsgen
@sahamongkolfilm
@theallaboutent
@msuppasittrends
@jiggaban_news
@around_ent
@overseasidol

Top Mentioned in G3:
@vtvcanal8
@catirrusiav
@rnvinformativa
@carnetdlapatria
@incesocialista
@nicolasmaduro
@vilmamechita5
@paisano01
@salainass
@revoltips

Top Mentioned in G4:
@bts_twt
@jiminglobal
@jimimstudio
@bangbangtanesp_
@btsdailyinfo
@ani
@htshowbiz
@latestly
@btsquadinfo
@ani_digital

Top Mentioned in G5:
@insomporamin
@wan_mew

Top Mentioned in G6:
@thaiticketmajor
@byjeonart
@btsxbrazil
@by_rosea
@npomvtt
@btspurplebullet
@daradaily
@kekawuey
@namjoongalaxybr
@bts_twt

Top Mentioned in G7:
@aaronsirisg
@berniespofforth
@bnodesk
@iambrookjackson
@breesanna
@yvespdb
@themarieoakes
@karimamarkhodj1
@ca7era

Top Mentioned in G8:
@scottwatlas
@disclosetv
@ericmmatheny
@vprasadmdmph
@andrewbostom
@proftimnoakes
@newsmax
@weschenbach
@kevinbardosh
@misstrade

Top Mentioned in G9:
@clauwild1
@lordivan22
@bernardokuster2

Top Mentioned in G10:
@soompi
@allkpop
@theseoulstory
@doyou__bangtan
@fansmomoland
@lifeandstylemex
@people
@merriesquadph
@jaenan66
@momolandglobal

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@tomthunkitsmind
@animalsholbox
@jornalistavitor
@knewz_currently
@ptjasamarga
@sunoticiero
@difusion365
@kompascom
@paoloigna1

Top Tweeters in G1:
@knewz_currently
@ptjasamarga
@sunoticiero
@difusion365
@paoloigna1
@jcc_news
@liputan6dotcom
@andyvermaut
@stigmabasea
@elpoliticonews

Top Tweeters in G2:
@new_wonbum
@heybae97
@rewji25401482
@520_wuvmg
@ping_wilawan
@mayererererer
@doublep_rock
@sakura2311995
@ninthippawan
@gracegrace241

Top Tweeters in G3:
@vtvcanal8
@elpitazotv
@partidopsuv
@rnvinformativa
@geopolytica
@_dblancog
@mippcivzla
@luisleotaud
@shermanguerra
@mauraaguedez

Top Tweeters in G4:
@abscbnnews
@manilabulletin
@firstpost
@dna
@indiatvnews
@ani
@hindustantimes
@mbhyun93
@etcanada
@iweller_health

Top Tweeters in G5:
@kaimyth
@turnonlazymode
@pkhaosud
@ployshire
@sayfaii
@byunbreal_
@naruj_np
@shokupanki
@pinnn_14
@booby_bb

Top Tweeters in G6:
@jacksallnanda
@soopyii
@pxxim__
@chimmy_777
@babektch
@honeypeach91
@pratuban
@dcrfoy
@gavusca
@npomvtt

Top Tweeters in G7:
@princessofwails
@yvespdb
@nvania
@laughingmantwit
@isaiahhoward_
@lanibeno
@liomo33
@marctaounate
@vicleea2
@aranaudaniel

Top Tweeters in G8:
@ericmmatheny
@theoxycon
@authorofabsurd
@misstrade
@leslim19
@proftimnoakes
@jhutch43945987
@jsbrads
@thepeoplescube
@senkard44

Top Tweeters in G9:
@limadoc
@geraldo1963
@cecidesantos
@suruagymotta
@itamarciaa
@ricardoroquetti
@angelica_perina
@brfernandoalves
@tricolorspfc00
@roseliiol

Top Tweeters in G10:
@jk_sweetsmile
@bukimoon
@mewsicians
@imy0urb
@people
@rongahjoomma
@xinslon
@wonparery
@allkpop
@bbeeaauuty_627


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