COVID-19, Twitter, 1/21/2021 9:15:36 AM, 246138


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COVID-19_2021-01-21_00-00-01.xlsx
COVID-19_2021-01-21_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3p64LIC
@nicolasmaduro
@khunneung137
@mippcivzla
@mullerelridge
@marisol_bowen
@jairbolsonaro
@narendramodi
@drbiden
@joebiden
@secpompeo

Top hashtags:
#vacunasparalospueblos
#covid19
#18ene
#20ene
#cuarentenaconsciente
#covid_19

Description:
Description
The graph represents a network of 10,322 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, 21 January 2021 at 08:23 UTC.

The requested start date was Thursday, 21 January 2021 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, 2-minute period from Monday, 18 January 2021 at 13:42 UTC to Wednesday, 20 January 2021 at 13:45 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 : 10322
Unique Edges : 5406
Edges With Duplicates : 12722
Total Edges : 18128
Number of Edge Types : 5
Tweet : 3379
Retweet : 5801
MentionsInRetweet : 6661
Mentions : 1947
Replies to : 340
Self-Loops : 3431
Reciprocated Vertex Pair Ratio : 0.00392576730906495
Reciprocated Edge Ratio : 0.00782083185211518
Connected Components : 3128
Single-Vertex Connected Components : 1040
Maximum Vertices in a Connected Component : 970
Maximum Edges in a Connected Component : 3234
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 4.921515
Graph Density : 7.9214621988556E-05
Modularity : 0.532597
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,322 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, 21 January 2021 at 08:23 UTC.

The requested start date was Thursday, 21 January 2021 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, 2-minute period from Monday, 18 January 2021 at 13:42 UTC to Wednesday, 20 January 2021 at 13:45 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:
[43] http://www.minci.gob.ve/inician-proceso-de-vacunacion-masiva-en-rusia-contra-la-covid-19/
[22] https://www.eldiario.es/murcia/politica/mujer-consejero-murciano-salud-vacuno-covid-19_1_6945700.html
[19] https://trib.al/I9y5TqZ
[18] https://hindi.opindia.com/national/kerala-model-covid-19/
[18] https://healthbeautytown.blogspot.com/2020/12/covide-19-second-wave-of-corona-virus.html
[16] https://www.medias-presse.info/un-tribunal-du-perou-accuse-bill-gates-soros-rockefeller-et-les-elites-criminelles-davoir-cree-le-covid-19/138821/
[13] https://www.cnnindonesia.com/nasional/20210119110310-20-595499/istana-tak-tahu-menko-perekonomian-airlangga-sempat-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[12] http://www.granma.cu/cuba-covid-19/2021-01-20/podemos-hacer-las-cosas-mucho-mejor-20-01-2021-00-01-54
[12] https://noticias.uol.com.br/ultimas-noticias/afp/2021/01/18/noruega-estabelece-que-nao-ha-vinculo-entre-mortes-e-vacina-contra-a-covid-19.htm
[12] http://www.minci.gob.ve/iran-anuncia-cuarto-ensayo-clinico-con-vacuna-anti-covid-19/

Top URLs in Tweet in G1:
[18] https://healthbeautytown.blogspot.com/2020/12/covide-19-second-wave-of-corona-virus.html
[6] https://floridadecuba.wordpress.com/2021/01/20/refuerza-cuba-el-trabajo-epidemiologico-ante-alza-de-casos-de-covid-19/
[3] https://smedigest.com.ng/effective-branding-in-a-post-covid-19-world-2.html
[3] https://g1.globo.com/sp/sao-paulo/noticia/2021/01/19/governo-de-sp-retira-quilombolas-de-grupo-prioritario-da-vacinacao-contra-covid-19-liderancas-vao-se-reunir-para-recorrer-da-mudanca.ghtml
[3] http://welcome.netmedical.com/news
[3] https://dailynewscover.com/biontech-pfizer-vaccine-found-effective-against-covid-19-variant/
[2] https://www.bbc.com/mundo/noticias-55583586
[2] https://www.manitobapost.com/Brandon-News/assault-charge-for-covid-cough-120145
[2] https://g1.globo.com/sp/sao-paulo/noticia/2021/01/18/em-cerimonia-em-sp-pazuello-diz-que-vacinacao-contra-a-covid-19-no-pais-comeca-nesta-segunda.ghtml
[2] https://miami.cbslocal.com/2021/01/18/fired-florida-covid-19-data-scientist-rebekah-jones-turns-herself-in-warrant-issued-arrest/

Top URLs in Tweet in G2:
[43] http://www.minci.gob.ve/inician-proceso-de-vacunacion-masiva-en-rusia-contra-la-covid-19/
[12] http://www.minci.gob.ve/iran-anuncia-cuarto-ensayo-clinico-con-vacuna-anti-covid-19/
[9] https://www.pscp.tv/w/1OyKAEbOmQMKb
[8] https://mazo4f.com/alba-tcp-crea-banco-de-vacunas-y-tratamientos-para-combatir-el-covid-19-arreaza
[7] https://www.vtv.gob.ve/activan-brigadas-salud-despistaje-covid-19-carabobo/
[7] https://twitter.com/Mippcivzla/status/1351853003846922245
[5] http://www.psuv.org.ve/temas/noticias/grupo-puebla-gobiernos-productores-vacunas-covid-alcance-mundial-farmaco/
[5] http://bitly.ws/?redirect=bh2E
[5] http://rnv.gob.ve/habilitan-44-s
[4] http://www.psuv.org.ve/temas/noticias/espana-aprueba-plan-solidario-vacunacion-contra-covid-19/

Top URLs in Tweet in G4:
[4] https://trib.al/ijibx3c
[3] https://www.youtube.com/watch?v=mSTqSYHwqzw&feature=youtu.be

[2] https://trib.al/bOea0xS
[2] https://www.cnn.com/2021/01/19/politics/biden-covid-victims-memorial/index.html
[1] https://www.pscp.tv/w/ctX-sTFvUEVMQkJiT2xyS2R8MUx5eEJkYnlueUxHTs90CilAT2OvrTTWnX727oUIDzqbyDBsc7Z6cxIlEQ0L
[1] https://www.pscp.tv/w/ctX_OjFheVFWT1Z6eWt4S3B8MXlvS01BbGp3UHpLUfF95V3-gp5GnZlY4NL6nOwKMJ0YUEAj2Cs-DsnPH41v
[1] https://buildbackbetter.gov/press-releases/fact-sheet-president-elect-bidens-day-one-executive-actions-deliver-relief-for-families-across-america-amid-converging-crises/
[1] https://twitter.com/JoeBiden/status/1351653131248041984
[1] https://anchor.fm/acnoticias/episodes/Crecen-dudas-sobre-plan-de-reactivacin-econmica-de-la-4ta-contra-la-crisis-por-Covid-19-ep7jnu
[1] https://www.nytimes.com/2021/01/18/opinion/biden-covid-19-plan.html?referringSource=articleShare

Top URLs in Tweet in G5:
[7] https://www.nbcnews.com/news/us-news/u-s-covid-19-death-toll-nears-400-000-n1254575?cid=eml_nbn_20210119
[1] https://www.nytimes.com/interactive/2021/health/coronavirus-mutations-B117-variant.html
[1] https://www.cnn.com/2021/01/18/us/rebekah-jones-data-scientist-surrender/index.html
[1] https://www.researchgate.net/publication/342300941_Challenges_for_the_female_academic_during_the_COVID-19_pandemic
[1] https://cnn.it/2KsnRtB
[1] https://www.nytimes.com/2021/01/18/opinion/biden-covid-19-plan.html?referringSource=articleShare

Top URLs in Tweet in G6:
[11] https://noticias.uol.com.br/ultimas-noticias/afp/2021/01/18/noruega-estabelece-que-nao-ha-vinculo-entre-mortes-e-vacina-contra-a-covid-19.htm
[8] https://noticias.uol.com.br/saude/ultimas-noticias/redacao/2021/01/19/mais-rapida-grave-e-letal-entre-jovens-medicos-relatam-nova-covid-no-am.htm
[6] https://uol.page.link/1vBD6
[5] https://uol.page.link/SQK3P
[4] https://g1.globo.com/am/amazonas/noticia/2021/01/18/enfermeira-indigena-vanda-ortega-e-a-primeira-vacinada-contra-covid-no-amazonas.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[4] https://g1.globo.com/sp/sao-paulo/noticia/2021/01/19/governo-de-sp-retira-quilombolas-de-grupo-prioritario-da-vacinacao-contra-covid-19-liderancas-vao-se-reunir-para-recorrer-da-mudanca.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[3] https://epoca.globo.com/sociedade/covid-19-brasil-deve-enfrentar-pior-fase-da-pandemia-nas-proximas-semanas-1-24846662?%3Futm_source=twitter&utm_medium=social&utm_campaign=post
[3] https://g1.globo.com/rj/rio-de-janeiro/noticia/2021/01/18/veja-a-reacao-de-idosa-ao-saber-que-seria-a-primeira-moradora-do-rio-vacinada.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[3] https://noticias.uol.com.br/saude/ultimas-noticias/redacao/2021/01/18/pazuello-mente-ao-dizer-que-saude-nunca-indicou-remedios-contra-a-covid-19.htm
[2] https://g1.globo.com/sp/sao-jose-do-rio-preto-aracatuba/noticia/2021/01/20/medico-de-28-anos-morto-por-covid-ficou-quase-um-mes-internado-lutou-ate-o-final-diz-irma.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1

Top URLs in Tweet in G7:
[8] https://www.reuters.com/article/health-coronavirus-india-vaccines-idUSKBN29O1HI?taid=6006e14846b67f000161ff83&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/article/us-health-coronavirus-aldi-idUSKBN29O1GN?taid=6006dedd1a90330001f1bf80&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://punchng.com/ondo-pupils-teachers-resume-shun-covid-19-protocols/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1610976355
[3] http://community.thenationonlineng.net/forum/covid-19-96-year-old-woman-becomes-first-spaniard-to-get-second-d?xg_source=twitter
[2] https://www.reuters.com/article/uk-health-coronavirus-blockchain-idUKKBN29O0RW?taid=6006d6aa46b67f000161ff4b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://trib.al/Br0vjp9
[2] https://mb.com.ph/2021/01/19/mayor-isko-leads-simulation-of-covid-19-vaccination/
[2] https://mb.com.ph/2021/01/19/covid-19-cases-in-ph-up-by-1357-norway-vaccine-experience-useful-says-doh/
[2] https://mb.com.ph/2021/01/19/employers-cant-just-sack-kasambahays-if-they-contract-covid-19-oshc/
[2] https://mb.com.ph/2021/01/19/vp-leni-visits-laguna-gives-cash-aid-to-covid-hit-areas/

Top URLs in Tweet in G8:
[3] https://raajje.mv/94011
[2] https://www.pscp.tv/w/ctEY-jMyMjExNTJ8MWxEeExwUWJramF4beR_MHTeU1oeYK6c39Y1WbIgFfA_xJUgTuyKEiLwTDiI
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F410112025768173%2Fposts%2F3606328812813129%2F
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DuzkeqbOj55Y%26feature%3Dyoutu.be&q=EgS4SO-bGNXypIAGIhkA8aeDS1BslLijzAQJHxdIYjUzTq5089Q4MgFy
[1] https://www.thehindu.com/sci-tech/health/number-of-people-vaccinated-against-covid-19-more-than-double-number-of-active-cases-health-ministry/article33610137.ece
[1] https://www.business-standard.com/article/current-affairs/covid-19-vaccines-safe-healthcare-workers-have-no-reason-to-doubt-govt-121011901190_1.html
[1] https://www.business-standard.com/article/economy-policy/uttar-pradesh-emerges-fifth-largest-exporter-during-covid-19-pandemic-121011901024_1.html
[1] https://www.wionews.com/india-news/maldives-to-be-the-first-country-to-receive-indian-covid-19-vaccine-357723
[1] https://www.pscp.tv/w/ctEY9TFZTEVKTlh4RG5ORU58MWt2S3BvcHprZ1Z4RXmrskEuq9Uj1nTE7y1Zapu52PDjVuIzZaeSf6TQ0bOt

Top URLs in Tweet in G9:
[19] https://trib.al/I9y5TqZ
[4] https://trib.al/d4fNEou
[2] https://trib.al/aqiWmDz
[2] https://trib.al/dAkZpqo
[2] https://trib.al/HtxX07k
[1] https://on.wsj.com/2KqvoZV
[1] https://on.wsj.com/2LHd0MU
[1] https://on.wsj.com/2XJhhSl
[1] https://on.wsj.com/3nTMQmY
[1] https://www.wsj.com/articles/blackstones-pre-covid-19-portfolio-shifts-have-turned-out-well-11611061200?reflink=desktopwebshare_twitter

Top URLs in Tweet in G10:
[1] https://www.cbsnews.com/news/biden-president-executive-actions-covid-19-climate-change-immigration/

Top Domains
Top Domains in Tweet in Entire Graph:
[195] twitter.com
[135] com.br
[100] gob.ve
[83] bit.ly
[65] trib.al
[58] co.uk
[56] globo.com
[44] theguardian.com
[41] mazo4f.com
[32] youtube.com

Top Domains in Tweet in G1:
[51] com.br
[43] twitter.com
[25] blogspot.com
[11] theguardian.com
[11] wordpress.com
[11] co.uk
[10] globo.com
[8] cbc.ca
[8] co.za
[7] cnn.com

Top Domains in Tweet in G2:
[100] gob.ve
[41] mazo4f.com
[19] org.ve
[17] twitter.com
[10] pscp.tv
[8] bit.ly
[7] telesurtv.net
[7] com.ve
[5] bitly.ws
[3] sputniknews.com

Top Domains in Tweet in G4:
[6] trib.al
[3] youtube.com
[3] nytimes.com
[2] pscp.tv
[2] twitter.com
[2] cnn.com
[1] buildbackbetter.gov
[1] anchor.fm
[1] nyti.ms

Top Domains in Tweet in G5:
[7] nbcnews.com
[2] nytimes.com
[1] cnn.com
[1] researchgate.net
[1] cnn.it

Top Domains in Tweet in G6:
[27] com.br
[24] globo.com
[13] youtube.com
[12] page.link
[2] ambito.com
[2] prensa-latina.cu
[1] twitter.com
[1] bit.ly
[1] youtu.be

Top Domains in Tweet in G7:
[18] reuters.com
[10] com.ph
[7] punchng.com
[6] abcn.ws
[5] trib.al
[4] bit.ly
[4] inquirer.net
[3] thenationonlineng.net
[2] reut.rs
[1] pscp.tv

Top Domains in Tweet in G8:
[3] raajje.mv
[3] pscp.tv
[2] business-standard.com
[1] facebook.com
[1] google.com
[1] thehindu.com
[1] wionews.com

Top Domains in Tweet in G9:
[29] trib.al
[7] wsj.com
[1] wired.com
[1] rumble.com

Top Domains in Tweet in G10:
[1] cbsnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[379] vacunasparalospueblos
[374] covid19
[289] 18ene
[260] 20ene
[251] cuarentenaconsciente
[186] covid_19
[100] covid
[93] 24ene
[80] notimippci
[78] coronavirus



Top Hashtags in Tweet in G1:
[50] covid19
[24] coronavirus
[23] covid_19
[21] covid
[6] corona
[6] trumpslastday
[6] trump
[5] news
[4] forbes
[3] health

Top Hashtags in Tweet in G2:
[363] vacunasparalospueblos
[248] 18ene
[245] 20ene
[215] cuarentenaconsciente
[83] 24ene
[80] notimippci
[70] envideo
[62] diputadosporlapatria
[32] covid_19
[25] venezuelanaceenelesequibo

Top Hashtags in Tweet in G4:
[5] covidmemorial
[2] buenosdias
[2] lasindispensables
[2] covid19
[2] paidleaveforall
[2] mlkday
[1] campeche
[1] deathtoll400000
[1] paidleave
[1] careeconomy

Top Hashtags in Tweet in G5:
[1] icj
[1] thehague

Top Hashtags in Tweet in G6:
[18] g1
[1] covid
[1] corona
[1] impeachementsalvavidas
[1] covid19
[1] mrna
[1] vaccine

Top Hashtags in Tweet in G7:
[2] reuterslive
[1] inaugurationday

Top Hashtags in Tweet in G8:
[7] largestvaccinedrive
[6] agerelaxation_airforce
[5] agerelaxation_airforcexy
[4] indiafightscorona
[4] pmcaresfund
[4] agerelexation_airforcexy
[2] bhutan
[2] india
[2] covid19
[2] uttarpradesh

Top Hashtags in Tweet in G9:
[1] bolsonaro
[1] bolsonarocorruptodoano
[1] vacinaparatodos
[1] bolsonarogenocida
[1] bolsonaronuncamais
[1] covid19
[1] forabolsonaro
[1] bolsonaro171
[1] covid_19
[1] pazuello

Top Words
Top Words in Tweet in Entire Graph:
[7518] covid
[7122] 19
[1005] contra
[669] จ
[665] น
[661] าท
[647] ช
[641] นเคยบอกแล
[641] วว
[641] กอย

Top Words in Tweet in G1:
[974] covid
[933] 19
[82] virus
[82] vaccine
[77] contra
[65] trump
[55] china
[50] more
[50] #covid19
[47] people

Top Words in Tweet in G2:
[668] 19
[666] covid
[363] #vacunasparalospueblos
[330] día
[307] fondo
[299] contra
[299] humanitario
[296] banco
[288] etiqueta
[285] medicinas

Top Words in Tweet in G3:
[641] ช
[641] นเคยบอกแล
[641] วว
[641] าท
[641] กอย
[641] างบนโลกเป
[641] นของอ
[641] จ
[641] นหมดยกเว
[641] น

Top Words in Tweet in G4:
[223] covid
[190] lost
[184] together
[147] joebiden
[144] 400
[142] 000
[137] honor
[134] ve
[132] americans
[130] over

Top Words in Tweet in G5:
[131] 400
[131] 000
[124] over
[82] 19
[80] covid
[69] americans
[69] died
[66] cleaning
[62] dead
[62] donald

Top Words in Tweet in G6:
[96] covid
[81] 19
[52] contra
[29] vacina
[18] uolnoticias
[18] #g1
[17] uol
[17] não
[17] mortes
[15] em

Top Words in Tweet in G7:
[98] covid
[96] 19
[52] vaccine
[36] abc
[34] reuters
[28] over
[27] against
[25] joe
[23] pfizer
[21] flags

Top Words in Tweet in G8:
[37] vaccine
[36] covid
[36] india
[34] 19
[31] maldives
[30] arrived
[30] 000
[30] doses
[30] covishield
[28] ago

Top Words in Tweet in G9:
[65] covid
[65] 19
[38] elect
[29] vaccine
[24] nbcnews
[24] biden
[22] govrondesantis
[22] jupiter
[22] another
[22] update

Top Words in Tweet in G10:
[75] yamiche
[66] office
[63] president
[60] including
[60] national
[59] elect
[59] joe
[59] biden
[59] plans
[59] sign

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6894] covid,19
[881] contra,covid
[646] น,covid
[641] ช,นเคยบอกแล
[641] นเคยบอกแล,วว
[641] วว,าท
[641] าท,กอย
[641] กอย,างบนโลกเป
[641] างบนโลกเป,นของอ
[641] นของอ,จ

Top Word Pairs in Tweet in G1:
[898] covid,19
[73] contra,covid
[47] 19,vaccine
[42] china,virus
[39] 19,china
[17] vacinação,contra
[17] 19,cases
[16] called,covid
[15] 19,pandemic
[15] 400,000

Top Word Pairs in Tweet in G2:
[664] covid,19
[289] fondo,humanitario
[280] contra,covid
[280] humanitario,banco
[278] banco,medicinas
[273] etiqueta,día
[258] crea,fondo
[227] medicinas,través
[222] #vacunasparalospueblos,crea
[210] día,#vacunasparalospueblos

Top Word Pairs in Tweet in G3:
[641] ช,นเคยบอกแล
[641] นเคยบอกแล,วว
[641] วว,าท
[641] าท,กอย
[641] กอย,างบนโลกเป
[641] างบนโลกเป,นของอ
[641] นของอ,จ
[641] จ,นหมดยกเว
[641] นหมดยกเว,น
[641] น,covid

Top Word Pairs in Tweet in G4:
[184] lost,covid
[142] 400,000
[131] 000,americans
[131] americans,ve
[131] ve,lost
[127] over,400
[126] tonight,washington
[126] washington,nation
[126] nation,came
[126] came,together

Top Word Pairs in Tweet in G5:
[131] 400,000
[124] over,400
[80] covid,19
[69] 000,americans
[69] americans,died
[69] died,covid
[62] 19,over
[62] 000,dead
[62] dead,donald
[62] donald,administration's

Top Word Pairs in Tweet in G6:
[81] covid,19
[52] contra,covid
[27] vacina,contra
[13] uolnoticias,uol
[11] prefeito,itabi
[11] itabi,em
[11] em,sergipe
[11] sergipe,'fura
[11] 'fura,fila'
[11] fila',vacina

Top Word Pairs in Tweet in G7:
[96] covid,19
[43] 19,vaccine
[20] pfizer,biontech
[20] national,mall
[20] field,flags
[18] infectious,variant
[18] sun,rises
[18] rises,over
[18] over,national
[18] mall,field

Top Word Pairs in Tweet in G8:
[34] covid,19
[30] 000,doses
[30] doses,covishield
[26] short,ago
[26] ago,flight
[26] flight,india
[26] india,100
[26] 100,000
[26] covishield,vaccine
[26] vaccine,arrived

Top Word Pairs in Tweet in G9:
[65] covid,19
[26] 19,vaccine
[22] govrondesantis,jupiter
[22] jupiter,another
[22] another,covid
[22] vaccine,update
[22] update,appears
[22] appears,late
[22] late,someone
[22] someone,screamed

Top Word Pairs in Tweet in G10:
[59] yamiche,president
[59] president,elect
[59] elect,joe
[59] joe,biden
[59] biden,plans
[59] plans,sign
[59] sign,17
[59] 17,executive
[59] executive,actions
[59] actions,today

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@vonderleyen
@jlsteeg
@elmundoes
@alvaradoc_salud
@acosta
@mirellabbrito
@cwrawakadang
@lopezobrador_
@cancilleriave

Top Replied-To in G2:
@mippcivzla
@alvaradoc_salud
@cancilleriave
@chrisbelisario
@carnetdlapatria
@viejoroye
@sachallorenti
@guejhonny23
@merce_fina1
@milicia_b1

Top Replied-To in G4:
@acosta
@joebiden
@msnbc
@repsforbiden
@chartreuseloose

Top Replied-To in G6:
@uiuiui28857687
@bruolipimenta
@aragonez_pedro
@leme52411308
@c4pinalds
@urubullish
@ntodxs
@mnf41389943
@niiicsouzaa
@thecapistrano

Top Replied-To in G8:
@covidnewsbymib

Top Replied-To in G9:
@morning_joe
@mitchellreports
@secpompeo
@jairbolsonaro

Top Mentioned
Top Mentioned in Entire Graph:
@khunneung137
@mippcivzla
@joebiden
@vtvcanal8
@nicolasmaduro
@yamiche
@maryltrump
@drbiden
@jaarreaza
@numbers28

Top Mentioned in G1:
@urduactivities
@atlantico_fr
@haber_alanya
@gazcon
@resoluterenee
@deguantanamo
@ceutaldia

Top Mentioned in G2:
@mippcivzla
@vtvcanal8
@nicolasmaduro
@jaarreaza
@conelmazodando
@gobjustonoguera
@partidopsuv
@alvaradoc_salud
@drodriven2
@albatcp

Top Mentioned in G3:
@khunneung137

Top Mentioned in G4:
@joebiden
@drbiden
@kamalaharris
@msnbc
@ezraklein
@themadstone
@esglaude
@tony__heller
@helenarmstrong5
@philabundance

Top Mentioned in G5:
@maryltrump
@kylegriffin1
@sbeasss
@carlosdelrio7
@yamiche
@scottoskier
@shehla_rashid
@nytopinion

Top Mentioned in G6:
@uolnoticias
@uol
@youtube
@g1
@blogdonoblat
@revistaepoca
@ambitocom
@vladimiraras
@plprensalatina
@danopaquette

Top Mentioned in G7:
@abc
@reuters
@manilabulletin
@mobilepunch
@consequence
@philippinestar
@inquirerdotnet
@peter_tl
@travelgov
@abcpolitics

Top Mentioned in G8:
@ibusolih
@narendramodi
@mohfw_india
@rubidilaik
@iaf_mcc
@drharshvardhan
@fmbhutan
@er_ks07
@rajnathsingh
@pmoindia

Top Mentioned in G9:
@nbcnews
@govrondesantis
@areksarkissian
@wsj
@jairbolsonaro
@flotus
@filippalentzos
@nbcnewsthink
@nbc
@narendramodi

Top Mentioned in G10:
@yamiche
@coribush
@drbiden

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@zazoomblog
@el_cooperante
@extravzla
@dolartoday
@kompascom
@detikcom
@myfavoritescene
@ecodaren

Top Tweeters in G1:
@la_patilla
@zazoomblog
@extravzla
@dolartoday
@loupo85
@wgmunowplaying
@watsupafrica
@beritasatu
@naijawhatsup
@ancalerts

Top Tweeters in G2:
@conelmazodando
@telesurtv
@vtvcanal8
@laradiodelsur
@irr644
@amelia74698445
@partidopsuv
@avnve
@yasmi70
@rnvinformativa

Top Tweeters in G3:
@imsleepyhead96
@mayupong_111
@yoyo_exol
@cheniizkim
@umphanglee
@ppshaww
@itsmeauuu
@pangpnt
@umeshubabie
@kamarder

Top Tweeters in G4:
@budgothmog44
@bandislife2004
@manthapaige13
@pragobots
@tomsingleton4
@msnbc
@tony__heller
@nytopinion
@electrotech11
@csrolines

Top Tweeters in G5:
@maryalicebisho2
@garden4u_wa
@saukel
@pamelafbrockman
@cindygallop
@shanchan_37
@aprilgreen93
@ndngenuity
@salzenbart
@1zzyzyx1

Top Tweeters in G6:
@g1
@elbote
@uolnoticias
@uol
@supervisora
@blogdonoblat
@antonia_lula
@ambitocom
@tagravadobrasil
@antoniosous

Top Tweeters in G7:
@ecodaren
@inquirerdotnet
@world_news_eng
@manilabulletin
@reuters
@newscenterphl1
@anakreontyk
@philippinestar
@mobilepunch
@abc

Top Tweeters in G8:
@baarahk
@nemityadav1
@bsindia
@pib_india
@ddnewslive
@wionews
@raajjemv
@mib_india
@srini791751
@alihashimsmith1

Top Tweeters in G9:
@zeeshan_shah_dc
@reggiebub
@vmbritsch
@rcarr57
@wsj
@nbcnews
@blimadelima
@carolymorrisse1
@michele5411
@amisij

Top Tweeters in G10:
@windmillcharger
@uscgamecockboy
@clf_423
@deborahalcorn
@jasamgurlie
@enough_2016
@drdoodlie1994
@jolyzoo
@erudite1914
@ankleztwisted


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