COVID-19, Twitter, 5/25/2022 2:36:28 PM, 277018


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COVID-19_2022-05-25_00-00-01.xlsx
COVID-19_2022-05-25_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3MLMegA
@drjohnb2
@toadmeister
@pfizer
@who
@shannonjuliano
@banounhelene
@w_t_r_k
@albertbourla
@dover63a
@juanalb67662157

Top hashtags:
#covid19
#covid_19
#cuba
#covid
#44703
#cz43capital
#vamoscontodo
#d431
#44704
#44705

Description:
Description
The graph represents a network of 9,583 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 Wednesday, 25 May 2022 at 07:18 UTC.

The requested start date was Wednesday, 25 May 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, 0-hour, 20-minute period from Sunday, 22 May 2022 at 11:57 UTC to Tuesday, 24 May 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 : 9583
Unique Edges : 4963
Edges With Duplicates : 11456
Total Edges : 16419
Number of Edge Types : 5
Tweet : 2981
Retweet : 5171
MentionsInRetweet : 5972
Replies to : 489
Mentions : 1806
Self-Loops : 3050
Reciprocated Vertex Pair Ratio : 0.00487992808527032
Reciprocated Edge Ratio : 0.00971246006389776
Connected Components : 2791
Single-Vertex Connected Components : 1191
Maximum Vertices in a Connected Component : 1046
Maximum Edges in a Connected Component : 2541
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 9.732921
Graph Density : 8.5217088381806E-05
Modularity : 0.545932
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,583 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 Wednesday, 25 May 2022 at 07:18 UTC.

The requested start date was Wednesday, 25 May 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, 0-hour, 20-minute period from Sunday, 22 May 2022 at 11:57 UTC to Tuesday, 24 May 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:
[89] http://www.cubadebate.cu/noticias/2022/05/22/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas/
[56] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[31] https://www.allkpop.com/article/2022/05/twices-nayeon-tzuyu-and-momo-all-test-positive-for-covid-19
[23] https://www.deccanherald.com/national/leaders-at-wef-hail-indias-covid-19-vaccine-equity-manufacturing-1111803.html
[22] https://www.granma.cu/mundo/2022-05-22/cuba-es-lider-mundial-en-la-vacunacion-anti-covid-19-por-cada-cien-habitantes
[13] https://www.tf1info.fr/sante/vaccin-covid-19-effets-secondaires-y-a-t-il-une-augmentation-des-troubles-du-cycles-menstruels-et-des-avc-2220607.html?utm_medium=Social&utm_source=Twitter&Echobox=1653241666#xtor=CS5-113
[13] https://www.granma.cu/cuba/2022-05-21/el-85-por-ciento-de-los-farmacos-contra-la-covid-19-en-cuba-son-de-factura-nacional
[12] http://videos.senat.fr/video.2908931_628cbfd4c67cf.declaration-analyse-et-communication-autour-des-effets-indesirables-des-vaccins-contre-la-covid-19
[9] https://www.cbc.ca/news/canada/toronto/ontario-tourism-recovery-program-covid-19-100-million-1.6396178
[9] https://www.presidencia.gob.cu/es/noticias/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas/

Top URLs in Tweet in G1:
[8] https://www.deccanherald.com/national/leaders-at-wef-hail-indias-covid-19-vaccine-equity-manufacturing-1111803.html
[5] https://www.nytimes.com/live/2022/05/23/world/covid-19-mandates-vaccine-cases/pfizer-kids-moderna?partner=IFTTT
[4] https://www.foxnews.com/media/cnns-jake-tapper-infuriated-colleagues-taped-broadcast-covid-19
[3] https://grandesmedios.com/hacer-ejercicio-covid-19/
[3] https://github.com/CSSEGISandData/COVID-19
[3] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[3] https://www.diariocontraste.com/2020/07/cientificos-advierten-de-potencial-ola-de-lesiones-cerebrales-relacionadas-al-covid-19/
[3] https://globalnews.ca/
[3] https://thehungersite.greatergood.com/clicktogive/ths/petition/HRSA-fund?utm_source=ths&utm_medium=social-twit&utm_content=ta-share&utm_campaign=Keep%20COVID-19%20Testing%20Free%20For%20All
[3] https://www.npr.org/2022/05/23/1100664131/pfizer-covid-vaccine-under-5

Top URLs in Tweet in G2:
[87] http://www.cubadebate.cu/noticias/2022/05/22/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas/
[21] https://www.granma.cu/mundo/2022-05-22/cuba-es-lider-mundial-en-la-vacunacion-anti-covid-19-por-cada-cien-habitantes
[13] https://www.granma.cu/cuba/2022-05-21/el-85-por-ciento-de-los-farmacos-contra-la-covid-19-en-cuba-son-de-factura-nacional
[9] https://www.presidencia.gob.cu/es/noticias/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas/
[6] https://www.juventudrebelde.cu/internacionales/2022-05-23/expone-cuba-en-asamblea-mundial-de-la-salud-logros-en-el-control-de-la-covid-19
[6] https://www.radioreloj.cu/noticias/salud/cuba-lidera-a-nivel-mundial-administracion-de-vacunas-contra-la-covid-19/
[5] https://www.granma.cu/cuba/2022-05-21/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas
[3] http://www.cubadebate.cu/noticias/2022/05/21/cuba-lidera-la-administracion-de-vacunas-contra-la-covid-19-a-nivel-mundial/
[2] https://www.granma.cu/mundo/2022-05-24/cuba-controlo-la-covid-19-gracias-sobre-todo-a-su-sistema-de-justicia-social-24-05-2022-01-05-02
[2] https://www.pcc.cu/noticias/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas-0

Top URLs in Tweet in G3:
[13] https://www.tf1info.fr/sante/vaccin-covid-19-effets-secondaires-y-a-t-il-une-augmentation-des-troubles-du-cycles-menstruels-et-des-avc-2220607.html?utm_medium=Social&utm_source=Twitter&Echobox=1653241666#xtor=CS5-113
[4] https://actu.fr/societe/coronavirus/temoignages-covid-19-les-soignants-non-vaccines-reintegres-le-metier-d-infirmiere-c-est-fini_51074762.html
[3] http://videos.senat.fr/video.2908931_628cbfd4c67cf.declaration-analyse-et-communication-autour-des-effets-indesirables-des-vaccins-contre-la-covid-19
[1] https://igorchudov.substack.com/p/vaccine-shedding-finally-proven?utm_source=/profile/15579919-igor-chudov&utm_medium=reader2&s=r
[1] https://twitter.com/IamBrookJackson/status/1528358786041368576
[1] https://www.ameli.fr/alpes-maritimes/assure/covid-19/symptomes-gestes-barrieres-cas-contact-et-isolement/covid-long-symptomes-prolonges-du-covid-19/covid-long-symptomes-prolonges-covid-19
[1] https://twitter.com/joshg99/status/1528350080226496513
[1] https://www.lejdd.fr/Societe/covid-19-les-garanties-effectives-des-libertes-et-droit-fondamentaux-des-citoyens-doivent-etre-repensees-4112871
[1] https://actu.fr/normandie/sandouville_76660/covid-19-renault-condamne-en-cassation-dans-le-dossier-de-la-reouverture-du-site-de-sandouville_51176923.html
[1] https://www.theepochtimes.com/mkt_app/pfizer-moves-to-dismiss-lawsuit-from-covid-19-vaccine-trial-citing-prototype-agreement_4481422.html?slsuccess=1

Top URLs in Tweet in G4:
[15] https://www.deccanherald.com/national/leaders-at-wef-hail-indias-covid-19-vaccine-equity-manufacturing-1111803.html
[5] https://www.icmr.gov.in
[2] https://pubmed.ncbi.nlm.nih.gov/35222797/
[2] https://servicios.covid19.cdmx.gob.mx/storage/app/media/Reportes
[2] CSP/CS_REPORTE
[2] 23_MAYO_compressed.pdf
[2] https://www.devdiscourse.com/article/international/1046532-gender-equality-post-covid-19-rising-inequalities-ask-for-gender-sensitive-policies
[2] https://www.devdiscourse.com/article/technology/1048026-covid-19-threatens-to-widen-the-digital-gender-divide
[2] https://www.republicworld.com/world-news/rest-of-the-world-news/jamaica-lauds-india-pm-modis-generosity-for-sending-covid-19-jabs-amid-pandemic-articleshow.html
[2] https://www.ugc.ac.in/ugc_notices.aspx?id=NDIwNA==

Top URLs in Tweet in G5:
[55] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[8] http://videos.senat.fr/video.2908931_628cbfd4c67cf.declaration-analyse-et-communication-autour-des-effets-indesirables-des-vaccins-contre-la-covid-19
[4] https://reseauinternational.net/covid-19-etat-des-lieux-les-mensonges-devoiles-dans-une-revue-scientifique/
[3] https://abcnews.go.com/Health/officials-expected-decide-covid-19-vaccine-design-early/story?id=84834831
[3] https://www.bfmtv.com/sante/la-peur-de-la-variole-du-singe-est-elle-une-consequence-du-traumatisme-lie-au-covid-19_AN-202205240057.html
[3] https://www.ipreunion.com/actualites-reunion/reportage/2022/05/12/voyages-entre-la-reunion-et-l-hexagone-covid-19-levee-des-motifs-imperieux-pour-les-personnes-non-vaccinees,151857.html
[2] https://medicalxpress.com/news/2022-05-discovery-mechanism-mysterious-covid-symptoms.html
[1] https://nobulart.com/covid-19-vaccine-ingredients/
[1] https://lesdeqodeurs.fr/pfizer-demande-le-rejet-de-laction-en-justice-relative-a-lessai-du-vaccin-covid-19-en-invoquant-laccord-sur-les-prototypes/
[1] https://twitter.com/drjohnb2/status/1529062042472153089

Top URLs in Tweet in G6:
[1] https://renz-law.com/special-notice-regarding-evidentiary-findings-related-to-the-official-renz-law-covid-19-investigation/
[1] https://www.thejournal.ie/debunked-mike-yeadon-pfizer-covid-19-vaccines-5447489-May2021/

Top URLs in Tweet in G7:
[6] https://venezuela-news.com/covid-19-venezuela-pais-registro-28-casos-ultimas-24-horas/
[3] https://rdnoticiasven.net/venezuela-registro-34-nuevos-casos-de-covid-19-este-23may/
[3] https://venezuela-news.com/venezuela-reporta-77-nuevos-contagios-por-covid-19-en-las-ultimas-24-horas/
[2] https://venezuela-news.com/balance-covid-19-venezuela-reporta-34-nuevos-contagios/
[2] https://fusernews.com/advierten-posible-surgimiento-de-nueva-variante-de-covid-19-en-africa/
[2] https://ultimasnoticias.com.ve/noticias/mundo/oms-advierte-que-la-pandemia-del-covid-19-no-ha-terminado/
[1] https://www.vtv.gob.ve/lucha-covid-venezuela-registra-22052022/
[1] https://www.rt.com/news/555863-who-monkeypox-transmission-europe/
[1] https://bit.ly/39zJV1w

Top URLs in Tweet in G8:
[2] https://www.eluniversal.com.mx/ciencia-y-salud/lento-el-desarrollo-de-la-vacuna-patria-contra-el-covid-19
[1] https://www.eluniversal.com.mx/nacion/lopez-gatell-arremete-contra-el-neoliberalismo-debemos-enfrentar-multinacionales
[1] https://bit.ly/3G7QXqq
[1] https://bit.ly/3NAnIiH

Top URLs in Tweet in G10:
[5] https://www.co2.click
[2] https://www.rcreader.com/commentary/masks-dont-work-covid-a-review-of-science-relevant-to-covide-19-social-policy
[2] https://blogs.bmj.com/bmj/2021/01/29/up-the-line-to-death-covid-19-has-revealed-a-mortal-betrayal-of-the-worlds-healthcare-workers/
[1] https://www.khub.net/documents/135939561/656184730/Paediatric+Acute+Hepatitis+Protocol.pdf/4bbd2f05-6586-9338-c77a-c6ebb2c3c397?version=1.0&t=1652962962148&download=true
[1] https://covid-19.hscni.net/get-vaccinated/
[1] https://westerntrust.hscni.net/western-trust-covid-19-information-updates/covid-19-vaccination-programme/
[1] https://twitter.com/EnemyInAState/status/1528523535152562176
[1] https://twitter.com/ONS/status/1528654696583467008
[1] https://twitter.com/neuwirthe/status/1528670896877096960
[1] https://www.pfizer.com/news/press-release/press-release-detail/pfizer-biontech-covid-19-vaccine-demonstrates-strong-immune

Top Domains
Top Domains in Tweet in Entire Graph:
[216] twitter.com
[97] cubadebate.cu
[68] fda.gov
[59] com.br
[58] granma.cu
[48] bit.ly
[40] theepochtimes.com
[36] youtube.com
[34] blogspot.com
[34] nhs.uk

Top Domains in Tweet in G1:
[69] twitter.com
[30] com.br
[19] blogspot.com
[16] nhs.uk
[13] deccanherald.com
[12] youtube.com
[11] co.uk
[10] nytimes.com
[9] go.id
[9] shawlocal.com

Top Domains in Tweet in G2:
[92] cubadebate.cu
[51] granma.cu
[9] gob.cu
[8] radioreloj.cu
[6] juventudrebelde.cu
[4] pcc.cu
[2] twitter.com
[2] tribuna.cu
[1] shr.lc

Top Domains in Tweet in G3:
[16] tf1info.fr
[5] actu.fr
[4] senat.fr
[3] twitter.com
[2] leparisien.fr
[1] assemblee-nationale.fr
[1] substack.com
[1] ameli.fr
[1] lejdd.fr
[1] theepochtimes.com

Top Domains in Tweet in G4:
[16] deccanherald.com
[7] twitter.com
[6] gov.in
[4] nih.gov
[4] devdiscourse.com
[3] gob.mx
[2] who.int
[2] republicworld.com
[2] ac.in
[1] tulsaworld.com

Top Domains in Tweet in G5:
[64] fda.gov
[10] senat.fr
[5] twitter.com
[5] reseauinternational.net
[4] go.com
[3] bfmtv.com
[3] ipreunion.com
[2] translate.goog
[2] medicalxpress.com
[1] globalcovidsummit.org

Top Domains in Tweet in G6:
[1] nypost.com
[1] publichealthontario.ca
[1] nih.gov
[1] renz-law.com
[1] thejournal.ie

Top Domains in Tweet in G7:
[11] venezuela-news.com
[9] gob.ve
[3] youtube.com
[3] rdnoticiasven.net
[2] dailymotion.com
[2] fusernews.com
[2] com.ve
[1] rt.com
[1] bit.ly

Top Domains in Tweet in G8:
[4] com.mx
[2] bit.ly
[1] efeservicios.com

Top Domains in Tweet in G10:
[5] co2.click
[4] twitter.com
[2] pfizer.com
[2] hscni.net
[2] rcreader.com
[2] bmj.com
[1] khub.net
[1] drugtargetreview.com
[1] com.au
[1] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[370] covid19
[189] covid_19
[136] cuba
[135] covid
[117] 44703
[116] cz43capital
[97] vamoscontodo
[91] d431
[85] 44704
[80] 44705



Top Hashtags in Tweet in G1:
[84] covid19
[58] 5/22/2022 12:00:00 AM
[56] cz43capital
[53] d431
[49] covid
[34] covid_19
[25] coronavirus
[9] monkeypox
[6] pandemia
[6] lockdown

Top Hashtags in Tweet in G2:
[111] cuba
[93] vamoscontodo
[15] covid19
[13] cubaporlavida
[12] cubaessalud
[12] cubaporlasalud
[10] cubavive
[9] cubasalvavidas
[8] jairbolsonaro
[8] reportando

Top Hashtags in Tweet in G3:
[30] covid_19
[2] bauer
[2] lancet
[2] varioledusinge
[2] vaccination
[1] covid
[1] astrazeneca
[1] allumezvoscerveaux
[1] mauricette
[1] circo9403

Top Hashtags in Tweet in G4:
[15] covid19
[8] unite2fightcorona
[7] staysafe
[5] covid
[5] narendramodi
[5] pmoindia
[4] wha75
[4] indiafightscorona
[4] covid_19
[3] luisenoms

Top Hashtags in Tweet in G5:
[1] covid_19

Top Hashtags in Tweet in G7:
[68] pichincha200años
[60] cz43capital
[59] 5/23/2022 12:00:00 AM
[55] 5/24/2022 12:00:00 AM
[38] d431
[36] 5/22/2022 12:00:00 AM
[32] denunciaporvenapp
[29] puebloygobiernoactivos
[21] desurtiuna
[20] envideo

Top Hashtags in Tweet in G8:
[2] girodeitalia2022
[1] efetv
[1] coronavirus
[1] covid_19

Top Hashtags in Tweet in G10:
[1] getboostedni
[1] coronavirus
[1] covid19
[1] sarscov2
[1] covid19at
[1] covid
[1] ridge
[1] costoflivingcrisis
[1] sundaymorning

Top Words
Top Words in Tweet in Entire Graph:
[6843] covid
[6527] 19
[623] vaccine
[516] pfizer
[472] casos
[441] pandemic
[370] #covid19
[336] more
[329] cuba
[305] contra

Top Words in Tweet in G1:
[1223] covid
[1211] 19
[121] vaccine
[96] pfizer
[94] virus
[86] pandemic
[84] #covid19
[81] puan
[75] more
[69] क

Top Words in Tweet in G2:
[373] 19
[372] covid
[298] cuba
[219] diazcanelb
[197] mundial
[165] anti
[164] vacunación
[161] líder
[156] 96
[156] habitantes

Top Words in Tweet in G3:
[99] soignants
[82] covid
[74] non
[63] 19
[51] vaccinés
[51] réintégrés
[50] suisse
[49] sont
[49] gkierzek
[48] exile

Top Words in Tweet in G4:
[128] covid
[120] 19
[41] india
[34] leaders
[25] india's
[23] pandemic
[22] vaccine
[21] narendramodi
[19] app
[18] mansukhmandviya

Top Words in Tweet in G5:
[110] covid
[103] 19
[73] fda
[65] votre
[65] travail
[64] scandaleux
[64] faîtes
[64] journalistes
[64] approuve
[62] banounhelene

Top Words in Tweet in G6:
[3] sharky_vs_evil
[3] tierrahenson
[2] swaledalemutton
[2] lizzy_lang7
[2] iron_patriotrox
[2] robtozer22
[2] teamhercules15
[2] jenjenl49
[2] bnt162b2
[2] showed

Top Words in Tweet in G7:
[233] covid
[233] 19
[107] casos
[94] venezuela
[74] medidas
[74] bioseguridad
[69] nuevos
[68] #pichincha200años
[63] propagación
[62] evitar

Top Words in Tweet in G8:
[104] covid
[99] 19
[92] méxico
[81] casos
[80] esperarse
[80] repunte
[80] seguramente
[80] entrada
[80] subvariantes
[80] ómicron

Top Words in Tweet in G9:
[262] phd
[131] inilah
[131] contoh
[131] bangang
[131] pun
[131] boleh
[131] dapat
[131] saudara
[131] saudari
[131] medicine

Top Words in Tweet in G10:
[117] covid
[114] 19
[60] deaths
[50] death
[41] ons
[33] news
[31] dgurdasani1
[28] over
[27] drzoehyde
[26] those

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6338] covid,19
[377] 19,vaccine
[284] 19,pandemic
[248] contra,covid
[193] anti,covid
[175] líder,mundial
[167] vacunación,anti
[167] medidas,bioseguridad
[156] mundial,vacunación
[156] 19,cien

Top Word Pairs in Tweet in G1:
[1155] covid,19
[88] 19,vaccine
[59] medidas,bioseguridad
[59] virus,covid
[57] evitar,propagación
[57] propagación,virus
[56] 19,pandemic
[56] #cz43capital,haciendo
[56] haciendo,cumplir
[56] cumplir,medidas

Top Word Pairs in Tweet in G2:
[372] covid,19
[164] vacunación,anti
[162] anti,covid
[161] líder,mundial
[153] mundial,vacunación
[150] 96,población
[150] 19,cien
[150] cien,habitantes
[147] población,vacunable
[144] vacunable,cubana

Top Word Pairs in Tweet in G3:
[61] covid,19
[51] soignants,non
[51] non,vaccinés
[51] vaccinés,réintégrés
[48] réintégrés,exile
[48] exile,suisse
[48] suisse,obligation
[48] obligation,vaccinale
[48] vaccinale,soignants
[48] soignants,ndlr

Top Word Pairs in Tweet in G4:
[119] covid,19
[20] 19,vaccine
[17] 19,pandemic
[17] namo,app
[16] leaders,wef
[16] wef,hail
[16] hail,india's
[16] india's,covid
[16] vaccine,equity
[16] equity,manufacturing

Top Word Pairs in Tweet in G5:
[103] covid,19
[64] scandaleux,faîtes
[64] faîtes,votre
[64] votre,travail
[64] travail,journalistes
[64] journalistes,fda
[64] fda,approuve
[61] approuve,booster
[48] booster,11
[48] 11,ans

Top Word Pairs in Tweet in G6:
[2] robtozer22,teamhercules15
[2] teamhercules15,jenjenl49
[2] bnt162b2,showed
[2] sars,cov
[2] cov,infections
[2] covid,19
[2] chris_f_carson,joecoyle101
[2] joecoyle101,nodictatorship9
[2] nodictatorship9,laughlandmorgan
[2] laughlandmorgan,sharky_vs_evil

Top Word Pairs in Tweet in G7:
[233] covid,19
[74] medidas,bioseguridad
[64] nuevos,casos
[61] evitar,propagación
[60] #cz43capital,haciendo
[60] haciendo,cumplir
[60] cumplir,medidas
[60] bioseguridad,evitar
[60] propagación,virus
[60] virus,covid

Top Word Pairs in Tweet in G8:
[99] covid,19
[80] 19,esperarse
[80] esperarse,repunte
[80] repunte,casos
[80] casos,méxico
[80] méxico,seguramente
[80] seguramente,entrada
[80] entrada,subvariantes
[80] subvariantes,ómicron
[79] doctormacias,covid

Top Word Pairs in Tweet in G9:
[131] inilah,contoh
[131] contoh,bangang
[131] bangang,pun
[131] pun,boleh
[131] boleh,dapat
[131] dapat,phd
[131] phd,saudara
[131] saudara,saudari
[131] saudari,phd
[131] phd,medicine

Top Word Pairs in Tweet in G10:
[112] covid,19
[25] those,aged
[24] 19,death
[24] ons,deaths
[24] deaths,due
[24] due,covid
[24] 19,occurred
[24] occurred,those
[24] aged,over
[24] over,80

Top Replied-To
Top Replied-To in Entire Graph:
@diazcanelb
@gop
@andradebotelho3
@bolhajoao
@beatriztalegon
@ussunsane7
@opsoms
@foxnews
@flying__doc
@robtozer22

Top Replied-To in G1:

Top Replied-To in G2:
@diazcanelb
@alirubioglez
@mmarrerocruz

Top Replied-To in G3:
@senat
@lci
@fnizet
@guillaumebarucq
@mmtchi

Top Replied-To in G4:
@opsoms
@ashoswai
@rbi
@senatorlankford
@kalaignarnews
@drshamamohd
@luisghernan
@kmercedes16
@nsitharaman

Top Replied-To in G5:
@le_parisien
@lerouxarthur10
@laprovence
@zoomabus
@krieger66362259
@dardakos

Top Replied-To in G6:
@robtozer22
@doctorlunge
@hansel21_
@shithappens116
@chris_f_carson

Top Replied-To in G10:
@drzoehyde
@saffiya_khan1
@kprather88
@covidnewsfast
@paulmainwood

Top Mentioned
Top Mentioned in Entire Graph:
@diazcanelb
@azrulazimi
@doctormacias
@banounhelene
@gkierzek
@folha
@jypetwice
@drjohnb2
@1st_army_area
@arouet_v

Top Mentioned in G1:
@tgportalblog
@eldiario_net
@vhstodvdwales
@gosumbarcom
@benali89790792
@zgjspmczadqap5r
@actiontime
@yvimas44doniel
@yvimas33
@roser_ivan

Top Mentioned in G2:
@diazcanelb
@partidopcc
@minsapcuba
@granma_digital
@japortalmiranda
@inesmchapman
@canalcaribecuba
@lazarito89sitvc
@jotace7777
@cubaminrex

Top Mentioned in G3:
@gkierzek
@_2019_ncov
@chriscottonstat
@lci
@villanicedric
@anneibiza13
@aileastick1
@amine_umlil
@jeanyvescapo
@rosebianca77

Top Mentioned in G4:
@narendramodi
@who
@mansukhmandviya
@luisabinader
@mygovindia
@ani
@drtedros
@hlgatell
@mohfw_india
@pib_india

Top Mentioned in G5:
@banounhelene
@michelerivasi
@lmucchielli
@laprovence
@maxisecret99
@zoomabus
@dover63a
@le_parisien
@dubreuilhmarcel
@bouchraawake

Top Mentioned in G6:
@sharky_vs_evil
@tierrahenson
@swaledalemutton
@lizzy_lang7
@iron_patriotrox
@teamhercules15
@jenjenl49
@lazlowoodbine42
@andylumm
@joecoyle101

Top Mentioned in G7:
@vtvcanal8
@nicolasmaduro
@mima_carmen
@delcyrodriguezv
@minsaludve
@gnb_pueblo
@yami2336
@cispportuguesa
@agencia_vn
@caraboboinsalud

Top Mentioned in G8:
@doctormacias
@arouet_v
@hectorrossete
@proceso
@el_universal_mx
@efenoticias
@pajaropolitico
@arturoerdely

Top Mentioned in G9:
@azrulazimi

Top Mentioned in G10:
@dgurdasani1
@drzoehyde
@jneill
@paulmainwood
@ukhsa
@jeffgilchrist
@westernhsctrust
@shirleyinaktiv
@youarelobbylud
@fermanaghomagh

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@el_cooperante
@jornalistavitor
@ptjasamarga
@kompascom
@yoshiki7111
@lapublicacion
@detikcom
@stephenoflyf
@chidambara09

Top Tweeters in G1:
@elnacionalweb
@el_cooperante
@ptjasamarga
@yoshiki7111
@lapublicacion
@infoapuntes
@exomedios
@zyitegadgets
@infolecturas
@interdifusion

Top Tweeters in G2:
@telesurtv
@alelross198
@jotace7777
@ernani_neto
@prensalatina_cu
@aitorperosanz
@_mmsc
@saraluna132
@carolinabarrabi
@lizyacosta4

Top Tweeters in G3:
@mi1789
@barberis888
@mdrechsler
@babs_cat33
@poussantg
@marcchastillon
@ehavet
@josettev86
@florencecacault
@humain974

Top Tweeters in G4:
@ndtv
@dev_discourse
@ksp_libs
@aajtak
@justice78602373
@ani
@rizvisalim
@notimex
@amitjha16095574
@pldemex

Top Tweeters in G5:
@bfmtv
@le_parisien
@alek_aloha
@annek993
@laprovence
@paflaragepaf
@albanie_jose
@fondof_animals
@mgn31
@miminedejuin1

Top Tweeters in G6:
@adevotedyogi
@kelliekelly23
@takethatct
@kath2cats
@wjack76995
@mcfunny
@chimera414
@jsaholmes
@breezergalway
@malo_j

Top Tweeters in G7:
@unoticias
@vtvcanal8
@tuitesocialista
@joserafaelbenc2
@luiscarrillo66
@mppeducacion
@alexisbravo67
@mippcivzla
@wilivaldogoyo
@wardofmusic1

Top Tweeters in G8:
@llemj
@el_universal_mx
@pajaropolitico
@jmochoar
@aldu_maria
@thunaer68
@efenoticias
@dianadi58
@1pantonio
@proceso

Top Tweeters in G9:
@amirulhaziqqq
@mdyase
@asyiqinbasri
@_lemonsquizzy
@fadhanafi
@idgafatinnnn
@ahhjuuuu
@trishshines
@mohamadfadzlan
@qiechan516

Top Tweeters in G10:
@godandthebear
@natricer
@marypcbuk
@kingking3107
@saffiya_khan1
@blerdmommy
@countryskills
@cabbidges
@johnwest_jaws
@jaydeewriting