COVID, Twitter, 1/17/2021 3:21:11 PM, 245840


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COVID_2021-01-17_00-30-01.xlsx
COVID_2021-01-17_00-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2021
Short Description:
COVID via NodeXL https://bit.ly/2LUnKau
@nortonynwa
@borisjohnson
@expert_clinical
@joe_luca2003
@talkradio
@antonioguterres
@granma_digital
@dmelasierpe
@elbarosapm
@angelamassarom1

Top hashtags:
#covid19
#covid
#graciasrusia
#covid_19
#14ene
#coronavirus

Description:
Description
The graph represents a network of 12,371 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 January 2021 at 08:49 UTC.

The requested start date was Sunday, 17 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, 0-minute period from Wednesday, 13 January 2021 at 13:46 UTC to Friday, 15 January 2021 at 13:47 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 : 12371
Unique Edges : 7253
Edges With Duplicates : 11619
Total Edges : 18872
Number of Edge Types : 5
Retweet : 5354
MentionsInRetweet : 6316
Tweet : 3726
Replies to : 841
Mentions : 2635
Self-Loops : 3771
Reciprocated Vertex Pair Ratio : 0.00507238719222234
Reciprocated Edge Ratio : 0.0100935758595311
Connected Components : 4054
Single-Vertex Connected Components : 1116
Maximum Vertices in a Connected Component : 1409
Maximum Edges in a Connected Component : 3064
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.818341
Graph Density : 6.21515086623624E-05
Modularity : 0.586262
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 12,371 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 January 2021 at 08:49 UTC.

The requested start date was Sunday, 17 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, 0-minute period from Wednesday, 13 January 2021 at 13:46 UTC to Friday, 15 January 2021 at 13:47 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
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:
[14] https://www.reuters.com/article/uk-health-coronavirus-pfizer-idUKKBN29K1HW?taid=60019c651a90330001f1aada&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] http://www.granma.cu/cuba-covid-19/2021-01-14/otra-soberana-respuesta-de-cuba-al-bloqueo-y-a-la-pandemia-14-01-2021-00-01-13
[12] https://jp.sputniknews.com/covid-19/202101148080098/
[12] https://www.cnn.com/2021/01/14/politics/andy-slavitt-biden-covid-team/index.html
[11] https://www.newsweek.com/covid-lockdowns-have-no-clear-benefit-vs-other-voluntary-measures-international-study-shows-1561656?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1610642799
[11] https://twitter.com/evangelion_co/status/1349658148215300097
[9] https://www.theneweuropean.co.uk/brexit-news/the-governments-failure-over-covid-6897992
[9] https://www.cbsnews.com/news/china-covid-wuhan-world-health-organization-allowed-in-probe-coronavirus-origin/?ftag=CNM-00-10aab7e&linkId=109124904
[9] https://www.instagram.com/accounts/login/
[8] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-hashimoto-2

Top URLs in Tweet in G1:
[6] https://www.instagram.com/accounts/login/
[3] https://www.bbc.co.uk/news/business-55661702
[3] https://www.bbc.co.uk/news/health-55676637
[3] https://news.met.police.uk/news/the-met-urges-londoners-to-stick-to-the-rules-in-order-to-save-lives-418998
[2] https://www.butac.it/contrattacco-al-vaccino-anti-covid-19/
[2] https://www.lajornadadeoriente.com.mx/puebla/covid-19-sumerge-a-puebla-en-la-crisis-mas-severa-de-los-ultimos-90-anos-economistas/
[2] https://www.pinomerola.com/covid-5-decessi-e-484-nuovi-casi-in-alto-adige/
[2] https://www.news-daily.com/news/covid-vaccination-program-expands-new-provider-tool-launched/article_14a17736-542e-11eb-b28d-eb4af540f6d0.html#utm_campaign=blox&utm_source=twitter&utm_medium=social
[2] https://www.theguardian.com/media/2021/jan/14/covid-uk-influencers-scramble-to-justify-exotic-getaways
[2] http://presidentebolsonaro.com

Top URLs in Tweet in G2:
[6] http://www.minci.gob.ve/expresidente-evo-morales-ayma-dio-positivo-al-covid-19/
[4] http://www.minci.gob.ve/sudafrica-regula-fronteras-para-contener-segunda-ola-de-covid-19/
[4] https://twitter.com/Mippcivzla/status/1349681653464129537
[3] https://www.vtv.gob.ve/romulo-otero-dio-positivo-por-covid-19/
[2] https://www.vtv.gob.ve/covid-19-dia-304-casos-1301202/
[2] https://bit.ly/3ibawCc
[2] https://bit.ly/3nKSc3U
[2] http://www.minci.gob.ve/coronavirus-covid-19/
[2] https://mazo4f.com/argentina-supera-los-45000-decesos-por-covid-19-contagios
[2] https://mazo4f.com/este-miercoles-venezuela-registro-512-nuevos-casos-y-seis-fallecidos-por-covid-19

Top URLs in Tweet in G3:
[2] https://www.ctvnews.ca/health/coronavirus/covid-19-infection-grants-immunity-for-five-months-u-k-study-suggests-1.5266475?taid=60004ae34156da00013ed124&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/johnson-and-johnson-likely-to-seek-eu-approval-for-covid-19-vaccine-in-february-lawmaker-1.5264731?taid=5ffef9608844f3000174942f&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.washingtonpost.com/us-policy/2021/01/14/biden-stimulus-covid-relief/
[1] https://twitter.com/CNN/status/1349310249610698752
[1] https://buildbackbetter.gov/press-releases/readout-of-president-elect-biden-and-vice-president-elect-harriss-latino-cabinet-nominees-meeting-with-latino-leaders/
[1] https://www.pscp.tv/w/cs-E0DFXZ0tnR3lERERLdlB8MU1uR25seVJlUk94Tz1032ddAN_mfinWtP-CAxyy_FlsT2-MvV_pyr4v0t67
[1] https://twitter.com/AmberD1116/status/1350072316147888130
[1] https://on.msnbc.com/2XGuawH
[1] https://abcn.ws/3qnjWNM
[1] https://abcn.ws/3iarBwf

Top URLs in Tweet in G4:
[8] https://www.theneweuropean.co.uk/brexit-news/the-governments-failure-over-covid-6897992
[2] https://www.mirror.co.uk/news/uk-news/exhausted-nurses-picture-highlights-gruelling-23302566
[2] https://www.youtube.com/watch?v=C3b8kjF-EcM&feature=youtu.be

[2] https://onlinelibrary.wiley.com/doi/10.1111/eci.13484?cookieSet=1
[2] https://www.politicshome.com/thehouse/article/excluding-millions-from-support-is-a-huge-injustice-and-a-stain-on-this-governments-financial-response-to-covid?fbclid=IwAR1hGQWXf6xjnRD37u96D16QW8XGJiKa_irePzBCl2W6CdGLReDNbWO8Cgg
[1] https://www.youtube.com/watch?v=DN68l7HZuKE&feature=youtu.be

[1] https://www.heraldscotland.com/news/19012891.downing-street-protest-nhs-staff-gather-outside-protest-governments-handling-covid-pandemic/
[1] https://twitter.com/HarryFarls/status/1349988416314863617
[1] https://www.bbc.co.uk/news/uk-55666407
[1] https://www.theguardian.com/society/2021/jan/15/i-cry-a-lot-on-the-train-home-london-medics

Top URLs in Tweet in G5:
[4] https://probabilityandlaw.blogspot.com/search/label/COVID?m=1
[2] https://onlinelibrary.wiley.com/doi/10.1111/eci.13484?cookieSet=1
[2] https://www.bmj.com/content/369/bmj.m1932/rr-24
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932750-1%2Ffulltext&rc=0
[1] https://youtu.be/Hhat2vJ5PV4
[1] https://www.cnn.com/2021/01/08/health/childhood-obesity-covid-19-pandemic-wellness/index.html
[1] https://onlinelibrary.wiley.com/doi/epdf/10.1111/eci.13484?cookieSet=1
[1] https://www.aier.org/article/what-they-said-about-lockdowns-before-2020/
[1] https://twitter.com/skynews/status/1350054134746140675
[1] https://twitter.com/samfr/status/1349711728725123074

Top URLs in Tweet in G6:
[2] https://www.pscp.tv/w/cquOB3R3LTExMzg1OTI1NDI3NDI3MTIzMjV8MU93eFdWbVltd3FKUWioNQU4BaW5O-GBouFJ8uyN_cdvXOkPcxoIegnpb5f6
[2] https://solyucatan.com/desidia-en-el-gobierno-cobra-3-mil-muertes-por-covid-19/
[1] https://lopezdoriga.com/nacional/muere-hombre-de-nacionalidad-haitiana-tras-presentar-sintomas-de-covid-19-y-no-ser-atendido-en-el-hospital-la-villa/
[1] https://bit.ly/2KaqAYt
[1] https://lopezdoriga.com/vida-y-estilo/salud/infeccion-de-covid-19-proporciona-inmunidad-durante-al-menos-cinco-meses/
[1] https://lopezdoriga.com/internacional/solo-seis-personas-han-tenido-reacciones-alergicas-por-la-vacuna-contra-el-covid-19-en-ee-uu/
[1] https://lopezdoriga.com/vida-y-estilo/expertos-concluyen-que-infeccion-por-covid-19-inmuniza-hasta-9-meses-y-protege-de-reinfeccion/
[1] https://lopezdoriga.com/internacional/reino-unido-descubre-una-segunda-variante-aun-mas-contagiosa-del-virus/
[1] https://lopezdoriga.com/internacional/china-detecta-seis-nuevos-contagios-locales-entre-los-17-casos-registrados-de-covid-19/
[1] https://bit.ly/3oQBvFl

Top URLs in Tweet in G7:
[11] https://www.cnn.com/2021/01/14/politics/andy-slavitt-biden-covid-team/index.html
[2] https://www.cnn.com/2021/01/12/media/sara-sidner-cnn-cries-covid/index.html
[2] https://www.theguardian.com/world/2021/jan/14/brazil-manaus-amazonas-covid-coronavirus
[2] https://boston.cbslocal.com/2021/01/13/conan-harris-ayanna-pressley-husband-tests-positive-for-covid-19-capitol/
[1] https://healthcare.gov/
[1] https://www.cnn.com/2021/01/14/health/covid-immunity-antibodies-intl/index.html
[1] https://www.reuters.com/article/us-health-coronavirus-brazil/amazon-city-resorts-to-mass-graves-as-brazil-covid-19-deaths-soar-idUSKBN22B35Z
[1] https://is.gd/yNhBvL
[1] https://itunes.apple.com/us/podcast/full-disclosure/id903171979?mt=2
[1] https://cnn.it/2K69hYm

Top URLs in Tweet in G8:
[1] https://www.theguardian.com/world/2020/nov/06/how-uk-government-misrepresented-covid-projections-lockdown-explained
[1] https://bit.ly/3oHQLVp
[1] https://www.theguardian.com/media/2021/jan/14/daily-telegraph-rebuked-over-toby-youngs-herd-immunity-covid-column
[1] https://threadreaderapp.com/thread/1349779887238819840.html
[1] https://threadreaderapp.com/thread/1349701110588710916.html
[1] https://lockdownsceptics.org/what-does-endemic-covid-look-like/
[1] https://www.theguardian.com/politics/2021/jan/13/boris-johnson-a-defensive-man-with-much-to-be-defensive-about
[1] https://twitter.com/bbctomedwards/status/1349650712444203008

Top URLs in Tweet in G9:
[2] https://trib.al/SBSzbhF
[2] https://trib.al/xuRqQ08
[2] https://www.wsj.com/articles/the-covid-19-death-toll-is-even-worse-than-it-looks-11610636840?mod=hp_lead_pos5
[2] https://www.14ymedio.com/internacional/Evo-Morales-tratamiento-positivo-covid-19_0_3021297842.html
[1] https://www.theguardian.com/business/2021/jan/14/pimlico-plumbers-to-introduce-no-jab-no-job-work-contracts-covid?CMP=fb_gu&utm_medium=Social&utm_source=Facebook&fbclid=IwAR1IGpheInG4qgZ3M5d1hh-t17yxHtvDBqY8BFzK_bUHH2hdh4GL06FvJy8#Echobox=1610624032
[1] https://www.wsj.com/articles/us-economy-december-retail-sales-coronavirus-recovery-11610676272
[1] https://on.wsj.com/35BOK5C
[1] https://www.wsj.com/articles/29-family-members-fell-ill-with-covid-mexico-didnt-count-them-11610642019?st=tjjw518mu6nogwf&reflink=desktopwebshare_twitter
[1] https://www.wsj.com/articles/29-family-members-fell-ill-with-covid-mexico-didnt-count-them-11610642019?st=wolxpvzf8cnpoyj&reflink=desktopwebshare_twitter
[1] https://www.washingtonpost.com/opinions/2021/01/14/meatpacking-plants-covid-outbreaks-nebraska/

Top URLs in Tweet in G10:
[9] https://www.cbsnews.com/news/china-covid-wuhan-world-health-organization-allowed-in-probe-coronavirus-origin/?ftag=CNM-00-10aab7e&linkId=109124904
[3] http://www.cbc.ca/1.5873458
[2] https://ir.novavax.com/news-releases/news-release-details/novavax-finalizes-agreement-commonwealth-australia-51-million
[2] https://newsinteractives.cbc.ca/coronavirustracker/
[2] https://www.soundnlight.in/indian-american-owned-company-in-california-donates-over-6-5-million-masks-across-america/
[2] https://www.soundnlight.in/canadian-cities-lead-the-way-in-the-fight-against-climate-change/
[1] https://www.globaljustice.org.uk/civil-society-letter-pharmaceutical-corporations-making-covid-19-vaccines?utm_medium=social&utm_source=twitter&utm_campaign=Pharma_campaign
[1] https://investors.pfizer.com/events-and-presentations/event-details/2021/39th-Annual-JP-Morgan-Healthcare-Conference--COVID-19-Vaccines-Keynote-Panel/default.aspx
[1] https://inews.co.uk/news/health/covid-calamitous-impact-nhs-care-waiting-list-england-4-5-million-830064
[1] https://www.theguardian.com/politics/2021/jan/15/migrant-healthcare-workers-on-covid-frontline-angry-about-deportation-risk

Top Domains
Top Domains in Tweet in Entire Graph:
[369] twitter.com
[131] co.uk
[76] com.br
[60] theguardian.com
[52] bit.ly
[37] reuters.com
[33] nytimes.com
[30] globo.com
[29] cnn.com
[29] youtube.com

Top Domains in Tweet in G1:
[130] twitter.com
[26] co.uk
[20] com.br
[11] google.com
[10] theguardian.com
[9] cbc.ca
[8] youtube.com
[7] com.mx
[6] instagram.com
[6] com.ar

Top Domains in Tweet in G2:
[24] gob.ve
[6] mazo4f.com
[6] twitter.com
[5] bit.ly
[3] org.ve
[1] granma.cu

Top Domains in Tweet in G3:
[4] twitter.com
[4] ctvnews.ca
[3] msnbc.com
[2] washingtonpost.com
[2] abcn.ws
[2] gov.in
[1] buildbackbetter.gov
[1] pscp.tv
[1] bloombergquint.com
[1] thehindubusinessline.com

Top Domains in Tweet in G4:
[11] co.uk
[4] youtube.com
[3] twitter.com
[3] theguardian.com
[2] wiley.com
[2] politicshome.com
[1] heraldscotland.com
[1] nhs.uk
[1] unian.info
[1] sky.com

Top Domains in Tweet in G5:
[4] blogspot.com
[3] wiley.com
[3] twitter.com
[2] bmj.com
[1] elsevierhealth.com
[1] youtu.be
[1] cnn.com
[1] aier.org
[1] co.uk
[1] newsweek.com

Top Domains in Tweet in G6:
[6] lopezdoriga.com
[2] pscp.tv
[2] bit.ly
[2] reforma.com
[2] solyucatan.com
[1] wsj.com
[1] elmananerodiario.com

Top Domains in Tweet in G7:
[14] cnn.com
[7] cnn.it
[2] theguardian.com
[2] cbslocal.com
[2] twitter.com
[1] healthcare.gov
[1] reuters.com
[1] is.gd
[1] apple.com
[1] trib.al

Top Domains in Tweet in G8:
[3] theguardian.com
[2] threadreaderapp.com
[1] bit.ly
[1] lockdownsceptics.org
[1] twitter.com

Top Domains in Tweet in G9:
[8] wsj.com
[4] trib.al
[2] 14ymedio.com
[1] theguardian.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[10] cbsnews.com
[6] cbc.ca
[4] soundnlight.in
[2] novavax.com
[2] theguardian.com
[1] org.uk
[1] pfizer.com
[1] co.uk
[1] irishexaminer.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[303] covid19
[259] covid
[145] graciasrusia
[108] covid_19
[95] 14ene
[65] coronavirus
[43] covid_19mx
[29] edoméx
[22] covidvaccine
[22] zerocovid



Top Hashtags in Tweet in G1:
[52] covid
[42] covid19
[24] coronavirus
[10] bwhi
[10] bwhiequity
[10] protectblackwomenshealth
[10] bwhipolicy
[10] healthequity
[10] protectblackwomen
[10] protectblackmothers

Top Hashtags in Tweet in G2:
[136] graciasrusia
[86] 14ene
[21] notimippci
[20] enunidadpatriótica
[12] envideo
[9] covid_19
[8] modoactivo
[6] maestrosdelapatria
[6] venezuelanaceenelesequibo
[6] mensajeanual

Top Hashtags in Tweet in G3:
[5] onlineexamsfor9thand11th
[3] covid
[3] गुजरात_आरोग्य_महासंघ_ग्रेडपे_लडत
[3] covaxin
[2] covid19
[2] manipalhospitals
[2] indiafightscorona
[1] onlineexamsforclass9thand11th
[1] 4600_gp_for_pharmacist
[1] નિવેદન_પાછું_લો

Top Hashtags in Tweet in G4:
[4] covid
[4] pmqs
[2] excludeduk
[1] bbcnewsone
[1] uk
[1] covidvaccine
[1] unlockthepolice
[1] gmleojohnson
[1] bestwesternpluscroyden
[1] covid19

Top Hashtags in Tweet in G5:
[1] lockdowns

Top Hashtags in Tweet in G6:
[28] covid_19mx
[21] edoméx
[3] edoméxensemáfororojo
[3] covid
[2] regístrategratis
[2] enportada
[2] bengaluru
[2] congestion
[1] quedateencasa
[1] cubrebocasobligatorio

Top Hashtags in Tweet in G7:
[26] covid19
[17] climatestrikeonline
[1] fridaysforfuture
[1] flattenthecurve
[1] facetheclimateemergency
[1] sarscov2
[1] npr
[1] covid
[1] arequipa
[1] uci

Top Hashtags in Tweet in G8:
[1] forgottenvictims
[1] covidfacts

Top Hashtags in Tweet in G9:
[3] covid19uk
[2] recallfitzgerald
[2] recallvos
[2] wisots
[1] covidmarshal

Top Hashtags in Tweet in G10:
[17] covid19
[7] covid
[3] onpoli
[2] eu
[2] singapore
[2] csr
[2] climatechange
[2] covidー19
[2] efforts
[2] covid19ontario

Top Words
Top Words in Tweet in Entire Graph:
[8120] covid
[3330] 19
[680] vaccine
[594] people
[565] contra
[452] não
[383] more
[319] uk
[306] deaths
[303] #covid19

Top Words in Tweet in G1:
[1049] covid
[478] 19
[90] vaccine
[63] people
[55] contra
[52] #covid
[44] more
[44] health
[42] #covid19
[36] cases

Top Words in Tweet in G2:
[148] covid
[146] 19
[136] #graciasrusia
[113] vacuna
[109] minsaludve
[103] sputnik
[93] día
[91] uso
[90] segura
[88] aprobó

Top Words in Tweet in G3:
[103] covid
[45] 19
[30] vaccine
[27] joebiden
[18] take
[18] vaccination
[17] need
[17] people
[16] tomorrow
[16] president

Top Words in Tweet in G4:
[70] covid
[20] 19
[18] vaccine
[16] borisjohnson
[13] government
[13] matthancock
[12] uk
[12] each
[12] winter
[10] peterstefanovi2

Top Words in Tweet in G5:
[56] juliahb1
[40] experts
[38] lockdowns
[37] covid
[32] stanford
[30] study
[28] important
[28] international
[28] university
[28] shows

Top Words in Tweet in G6:
[38] covid
[28] #covid_19mx
[21] reporte
[21] #edoméx
[20] 19
[19] alfredodelmazo
[11] contra
[11] hoy
[10] contagios
[10] salud

Top Words in Tweet in G7:
[50] covid
[30] aslavitt
[28] drericding
[26] #covid19
[20] 19
[19] pandemic
[18] strike
[18] week
[18] doing
[18] manaus

Top Words in Tweet in G8:
[166] covid
[75] neildotobrien
[73] deaths
[68] toadmeister
[68] 19
[65] uk
[65] tragically
[65] hits
[65] record
[65] number

Top Words in Tweet in G9:
[140] covid
[81] 19
[47] more
[43] deaths
[39] drdavidsamadi
[35] media
[33] far
[28] recoveries
[26] makes
[25] relief

Top Words in Tweet in G10:
[35] covid
[19] fordnation
[18] 19
[17] #covid19
[12] finally
[12] wuhan
[10] vaccine
[10] cbsnews
[10] china
[10] lets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3241] covid,19
[459] contra,covid
[218] covid,vaccine
[201] 19,vaccine
[132] tratamento,precoce
[109] 19,deaths
[106] positive,covid
[105] covid,não
[102] precoce,contra
[96] due,covid

Top Word Pairs in Tweet in G1:
[469] covid,19
[41] 19,vaccine
[40] contra,covid
[22] covid,vaccine
[11] during,covid
[10] positive,covid
[10] vacunación,contra
[10] covid,test
[10] #bwhi,#bwhiequity
[10] #bwhiequity,#protectblackwomenshealth

Top Word Pairs in Tweet in G2:
[144] covid,19
[91] uso,sputnik
[89] sputnik,vacuna
[89] vacuna,segura
[87] minsaludve,aprobó
[87] aprobó,uso
[86] segura,eficaz
[79] #graciasrusia,minsaludve
[66] día,#graciasrusia
[65] contra,covid

Top Word Pairs in Tweet in G3:
[45] covid,19
[14] president,elect
[11] re,teeth
[11] teeth,crisis
[11] crisis,need
[11] need,take
[11] take,immediate
[11] immediate,action
[11] action,virus
[11] virus,under

Top Word Pairs in Tweet in G4:
[20] covid,19
[9] biggest,mistake
[9] mistake,uk
[9] uk,made
[9] made,continues
[9] continues,make
[9] make,seeing
[9] seeing,covid
[9] covid,flu
[9] flu,become

Top Word Pairs in Tweet in G5:
[28] important,international
[28] international,study
[28] study,lockdowns
[28] lockdowns,stanford
[28] stanford,university
[28] university,experts
[28] experts,shows
[28] shows,clear
[28] clear,significant
[28] significant,beneficial

Top Word Pairs in Tweet in G6:
[20] reporte,#covid_19mx
[20] #covid_19mx,#edoméx
[19] covid,19
[13] alfredodelmazo,reporte
[7] contra,covid
[5] edomex,seguimos
[5] seguimos,trabajando
[5] trabajando,salud
[5] salud,familias
[5] familias,mexiquenses

Top Word Pairs in Tweet in G7:
[20] covid,19
[15] school,strike
[15] strike,week
[15] week,126
[15] 126,ongoing
[15] ongoing,pandemic
[15] pandemic,doing
[15] doing,#climatestrikeonline
[15] #climatestrikeonline,physical
[15] physical,strikes

Top Word Pairs in Tweet in G8:
[68] covid,19
[65] uk,tragically
[65] tragically,hits
[65] hits,record
[65] record,number
[65] number,covid
[65] 19,deaths
[65] deaths,covid
[65] covid,sceptic
[64] sceptic,chief

Top Word Pairs in Tweet in G9:
[81] covid,19
[33] 19,deaths
[25] 19,recoveries
[25] recoveries,far
[25] far,more
[25] more,common
[25] common,covid
[25] deaths,media
[25] media,makes
[25] makes,seem

Top Word Pairs in Tweet in G10:
[18] covid,19
[10] china,finally
[10] finally,lets
[10] lets,wuhan
[10] wuhan,probe
[10] probe,covid
[10] 19,origins
[8] cbsnews,china
[6] #covid19,vaccine
[4] public,health

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@fact_covid
@paulreiddublin
@neildotobrien
@zaidzamanhamid
@kl97177
@essexpr
@jprcampos
@rodrigomaia
@otto_english

Top Replied-To in G2:
@mippcivzla
@nicolasmaduro
@taniapsuv
@minsaludve

Top Replied-To in G3:
@piyushgoyaloffc
@nidhiindiatv
@ahmermkhan
@apurvabarot26
@drharshvardhan
@gmnwrailway
@railminindia
@tedlieu
@msnbc
@theanuragtyagi

Top Replied-To in G4:
@fact_covid
@matthancock
@roadsidemum
@terry_settle
@thechefie
@hjelliwell
@luciemorrismarr
@borisjohnson
@greatalexandor
@doctormacias

Top Replied-To in G5:
@juliahb1
@talkradio
@clarkemicah
@ali79596850
@joedunford200
@entheostuition
@toryalexandrat
@tim47222
@philippentland
@markholmes1978

Top Replied-To in G6:
@a_ausdenruthen
@lopezobrador_
@reforma
@hlgatell

Top Replied-To in G7:
@miguelmontevist
@ktcollopy

Top Replied-To in G8:
@neildotobrien
@toadmeister
@pranger
@planetzuma
@seanfred
@jamesf2021
@stat_o_guy

Top Replied-To in G9:
@govevers
@wsj
@washingtonpost
@drdavidsamadi

Top Replied-To in G10:
@celliottability
@fordnation
@grantrants
@thetorontosun
@leighgt
@cbcalerts

Top Mentioned
Top Mentioned in Entire Graph:
@minsaludve
@zekley
@neildotobrien
@toadmeister
@juliahb1
@stephenking
@mippcivzla
@nicolasmaduro
@386miyamura
@heylizardleigh

Top Mentioned in G1:
@jaireuacredito
@sergiofimbres
@cavnesshr
@norwalkcurtis
@bleuprovence
@classy_jai
@islamandlifeofc
@lvb_com
@pairsonnalites
@stigmabase

Top Mentioned in G2:
@minsaludve
@mippcivzla
@nicolasmaduro
@vtvcanal8
@erikapsuv
@vilma_meche
@conciliaflores
@luis_villegasr
@presidencialve
@luchaalmada

Top Mentioned in G3:
@joebiden
@pmoindia
@narendramodi
@kamalaharris
@bjp4india
@speakerpelosi
@lawrence
@repbonnie
@mohfw_india
@mygovindia

Top Mentioned in G4:
@borisjohnson
@matthancock
@peterstefanovi2
@devisridhar
@marcusrashford
@carolinelucas
@doctormacias
@youtube
@dhscgovuk
@nadhimzahawi

Top Mentioned in G5:
@juliahb1
@talkradio
@dockaurg
@michaelyeadon3
@dpjhodges
@darrenplymouth
@clarkemicah
@neilclark66
@paulembery
@ollybishop

Top Mentioned in G6:
@alfredodelmazo
@lopezdoriga
@lopezobrador_
@edomex
@hlgatell
@ssalud_mx
@reforma
@hectorastudillo
@brozoxmiswebs
@sspgro

Top Mentioned in G7:
@aslavitt
@drericding
@gretathunberg
@cnn
@ayannapressley
@sarasidnercnn
@mollymckew
@cmsgov
@reppressley
@atul_gawande

Top Mentioned in G8:
@neildotobrien
@toadmeister
@stat_o_guy
@clarecraigpath
@realjoelsmalley
@ukstatsauth
@matthancock
@jengleruk
@pjw6466
@jta_fire

Top Mentioned in G9:
@drdavidsamadi
@wsj
@stevehofstetter
@davidluhnow
@speakervos
@senfitzgerald
@wisgop
@wiassemblygop
@washingtonpost
@scott180142

Top Mentioned in G10:
@fordnation
@cbsnews
@who
@justintrudeau
@pfizer
@astrazeneca
@googlenews
@cbcalerts
@jkenney
@janebrownnews

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@zazoomblog
@rojname_com
@tesco
@el_cooperante
@contrapuntovzla
@ptjasamarga
@kompascom
@laredrevela

Top Tweeters in G1:
@elnacionalweb
@zazoomblog
@rojname_com
@el_cooperante
@contrapuntovzla
@ptjasamarga
@laredrevela
@pairsonnalites
@watsupafrica
@milenio

Top Tweeters in G2:
@conelmazodando
@vtvcanal8
@amelia74698445
@partidopsuv
@yasmi70
@rnvinformativa
@gustavoviloriar
@nilsonvivas1
@quiskillosa
@luibustilloso

Top Tweeters in G3:
@railwayseva
@indiatoday
@teram323tere
@railminindia
@timesofindia
@indiatvnews
@revmagdalen
@feinberg_linda
@abc
@variety

Top Tweeters in G4:
@unojen_wood
@heraldscotland
@drwintadd
@fionn114
@glaikitgeezer
@brexitlalaland
@omitbdf
@andy_n2000
@carlyjay20
@trivium21c

Top Tweeters in G5:
@mmjblair
@phebeohyes
@emmakennedy
@lianamurphy
@dpjhodges
@clarkemicah
@js100js100
@juliahb1
@tomwho4
@elainecoulson58

Top Tweeters in G6:
@adrianat9735
@v_shakthi
@reforma
@nicochan33
@shicooks
@lopezdoriga
@rwang0
@gvalan
@josecardenas1
@pvynckier

Top Tweeters in G7:
@cheezwitham
@gezgintrk
@myradsirois1
@sandykalano
@cnn
@sobertj
@saleemulhuq
@sonyabaker2
@getgiddygirl
@futaleufufufu

Top Tweeters in G8:
@threadreaderapp
@petuniasforever
@landorcan
@carlark3
@patrickandrews
@creativeblock_
@merman1974
@philp83
@wood5y
@2primates

Top Tweeters in G9:
@washingtonpost
@yeah_tyler
@josbondi
@susanvermazen
@wsj
@rdtbook
@iromg
@wahcamia
@cmodowd
@krispaap

Top Tweeters in G10:
@laurahennesse11
@mini_bubbly
@medit8now
@cbsnews
@j0ann3
@gperdikaris
@thetorontosun
@roundlike
@cbcalerts
@vxx46


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