COVID-19, Twitter, 5/13/2022 7:50:21 AM, 276219


FAQ | Problem?

COVID-19_2022-05-13_00-00-01.xlsx
COVID-19_2022-05-13_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 13, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3MeAQcR
@ap_politics
@franceinfo
@ap
@menuet_morgan
@7b73f39b85e1415
@afpfr
@who
@foxnews
@realmackenzied
@abc

Top hashtags:
#covid19
#covid_19
#covid
#44692
#pfizer
#coronavirus
#cz43capital
#produciresindependencia
#covidー19

Description:
Description
The graph represents a network of 9,868 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 Friday, 13 May 2022 at 07:19 UTC.

The requested start date was Friday, 13 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, 15-minute period from Tuesday, 10 May 2022 at 12:02 UTC to Thursday, 12 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 : 9868
Unique Edges : 5471
Edges With Duplicates : 11265
Total Edges : 16736
Number of Edge Types : 5
Retweet : 4995
MentionsInRetweet : 5893
Tweet : 3129
Mentions : 2195
Replies to : 524
Self-Loops : 3193
Reciprocated Vertex Pair Ratio : 0.00822634924591799
Reciprocated Edge Ratio : 0.0163184571640499
Connected Components : 2917
Single-Vertex Connected Components : 1282
Maximum Vertices in a Connected Component : 1471
Maximum Edges in a Connected Component : 3236
Maximum Geodesic Distance (Diameter) : 37
Average Geodesic Distance : 13.897879
Graph Density : 8.30769542988221E-05
Modularity : 0.553474
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,868 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 Friday, 13 May 2022 at 07:19 UTC.

The requested start date was Friday, 13 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, 15-minute period from Tuesday, 10 May 2022 at 12:02 UTC to Thursday, 12 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:
[20] https://news.sky.com/story/covid-19-mandatory-wearing-of-face-mask-in-airports-and-european-flights-no-longer-recommended-12610457
[17] https://www.abc.net.au/news/2022-05-12/united-states-passes-1-million-deaths-from-covid-19/101062676
[16] https://www.youtube.com/watch?v=W0WZ8x3Wf98&list=PLiLzVxC2rM99wrimJo9xqT1QkSdONr4dT&index=1&t=4s

[15] https://www.youtube.com/watch?v=6zCjV3ja5Jc&feature=youtu.be

[15] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-en-commun-a-partir-du-lundi-16-mai-annonce-olivier-veran_5131891.html#xtor=CS2-765-%5Bautres%5D-
[14] https://www.rt.com/news/555276-bill-gates-covid-symptoms/
[13] https://trib.al/pRs8tGq
[12] https://timesofindia.indiatimes.com/india/over-3-crore-children-in-12-14-age-group-administered-first-dose-of-covid-19-vaccine/articleshow/91457583.cms
[12] https://www.tf1info.fr/sante/coronavirus-epidemie-de-covid-19-fin-du-port-du-masque-obligatoire-dans-les-transports-en-commun-metro-trains-le-lundi-16-mai-2219402.html?utm_medium=Social&utm_source=Twitter&Echobox=1652270892#xtor=CS5-113
[11] https://www.foxnews.com/media/biden-the-blamer-white-house-inflation-high-gas-prices-on-putin-corporate-greed-covid-19-and-more

Top URLs in Tweet in G1:
[10] https://www.foxnews.com/media/biden-the-blamer-white-house-inflation-high-gas-prices-on-putin-corporate-greed-covid-19-and-more
[9] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fkuatbaca.com%2Fterbaru%2Fhari-perawat-internasional-puan-pandemi-covid-jadi-evaluasi-pentingnya-investasi-keperawatan-1652355094466-211518&ct=ga&cd=CAIyGjU4MmM5MWMxNTljNTI1NmE6Y29tOmlkOlVT&usg=AOvVaw2CoBpTN52iKjvtOo4rYB9T&utm_source=dlvr.it&utm_medium=twitter
[6] https://news.sky.com/story/covid-19-mandatory-wearing-of-face-mask-in-airports-and-european-flights-no-longer-recommended-12610457
[6] https://instagram.com/imakta_untar/
[5] https://m.epochtimes.fr/letat-profond-travaillait-contre-trump-reponse-covid-19-ancien-conseiller-departement-de-sante-devoile-2021175.html
[4] https://grandesmedios.com/hacer-ejercicio-covid-19/
[4] https://grandesmedios.com/vitamina-c-en-covid-19/
[4] https://www.cnn.com/2022/05/11/health/unvaccinated-covid-deaths-growing/index.html
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-en-commun-a-partir-du-lundi-16-mai-annonce-olivier-veran_5131891.html#xtor=CS2-765-%5Bautres%5D-
[4] https://www.abc.net.au/news/2022-05-12/united-states-passes-1-million-deaths-from-covid-19/101062676

Top URLs in Tweet in G2:
[4] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-casos/
[2] https://www.youtube.com/watch?v=7LruRTJX9JM&feature=youtu.be

[2] https://venezuela-news.com/dia-787-pandemia-venezuela-40-nuevos-casos-un-fallecido-covid/
[1] https://www.vtv.gob.ve/lucha-covid-venezuela-contagios-fallecido-08052022-2/
[1] https://www.youtube.com/watch?v=8HwcBys1mb8&feature=youtu.be

[1] https://www.vtv.gob.ve/lucha-covid-venezuela-contagios-fallecido-10052022/
[1] https://video.twimg.com/ext_tw_video/1521486263194472461/pu/vid/636x360/GVdDAv9E7wq-7tQ5.mp4?tag=12
[1] https://nuevodia.com.ve/2022/05/12/venezuela-40-nuevos-casos-y-un-fallecido-por-covid-19-el-11m/
[1] https://twitter.com/Cmdtegaesanz/status/1524339749783285762/photo/1
[1] http://www.laradiodelsur.com.ve/covid-19-en-las-ultimas-horas-se-detectaron-36-nuevos-casos-35-por-transmision-comunitaria-y-1-importado/

Top URLs in Tweet in G3:
[11] https://www.tf1info.fr/sante/coronavirus-epidemie-de-covid-19-fin-du-port-du-masque-obligatoire-dans-les-transports-en-commun-metro-trains-le-lundi-16-mai-2219402.html?utm_medium=Social&utm_source=Twitter&Echobox=1652270892#xtor=CS5-113
[5] https://www.cnews.fr/france/2022-05-11/covid-19-le-masque-ne-sera-plus-obligatoire-dans-les-transports-des-lundi-16-mai
[4] https://www.msn.com/en-au/news/uknews/weekly-covid-19-death-registrations-in-england-and-wales-stay-above-1-000/ar-AAX6sCZ?ocid=msedgntp&cvid=07325eeb18004127bf40ca95b240f724
[3] https://www.reuters.com/world/europe/poland-says-it-wont-take-or-pay-more-covid-19-vaccines-now-2022-04-19/
[2] https://www.tf1info.fr/international/covid-19-premier-cas-de-coronavirus-en-coree-du-nord-kim-jong-un-confine-tout-le-pays-2219492.html?utm_medium=Social&utm_source=Twitter&Echobox=1652334178#xtor=CS5-113
[2] https://www.tf1info.fr/international/interview-covid-19-en-chine-a-shanghai-si-votre-enfant-etait-positif-vous-etiez-separes-un-francais-raconte-ses-51-jours-de-confinement-2219307.html?utm_medium=Social&utm_source=Twitter&Echobox=1652199327#xtor=CS5-113
[2] https://www.ladepeche.fr/2022/05/10/depression-phobie-scolaire-la-sante-mentale-des-jeunes-toujours-impactee-par-le-covid-19-10286974.php#xtor=%5B%5Bddm-ladepechedumidi%5D%5D
[2] https://nicepresse.com/covid-19-le-masque-dans-les-transports-cest-fini-des-le-lundi-16-mai/?utm_campaign=post-auto&utm_medium=twitter&utm_source=default
[1] https://abcnews.go.com/Health/breakthrough-deaths-comprise-increasing-proportion-died-covid-19/story?id=84627182
[1] https://jessicar.substack.com/p/is-covid-19-injection-induced-myocarditis?s=w

Top URLs in Tweet in G4:
[7] https://www.wsws.org/en/articles/2022/05/11/lxjd-m11.html
[1] https://www.bmj.com/content/373/bmj.n1072
[1] https://www.wsws.org/en/articles/2022/05/11/kkkf-m11.html
[1] https://news.met.police.uk/news/op-hillman-covid-19-regulation-breaches-update-447740

Top URLs in Tweet in G5:
[1] https://childrenshealthdefense.org/defender/germans-severely-injured-covid-vaccines/
[1] https://www.nexus.fr/actualite/news/observation-effets-secondaires/
[1] https://www.soa.org/48ff80/globalassets/assets/files/resources/research-report/2022/group-life-covid-19-mortality.pdf
[1] https://prepareforchange.net/2022/05/10/cdc-study-finds-covid-19-vaccination-increases-risk-of-suffering-autoimmune-disease-myocarditis-by-13200/
[1] https://twitter.com/storiesofinjury/status/1524226837156708353
[1] https://ansm.sante.fr/dossiers-thematiques/covid-19-vaccins/covid-19-suivi-hebdomadaire-des-cas-deffets-indesirables-des-vaccins

Top URLs in Tweet in G6:
[4] https://trib.al/RYhklzc
[3] https://trib.al/sypJqPm
[2] https://trib.al/RtlMYsl
[2] https://es.marketscreener.com/cotizacion/accion/TESLA-INC-6344549/noticias/El-CEO-de-Lucid-dice-estar-preocupado-por-el-suministro-de-chips-de-China-debido-a-la-COVID-19-40403850/
[1] https://www.newsmax.com/newsfront/biden-covid-global-summit/2022/05/12/id/1069549/
[1] https://bit.ly/3wn0MMW
[1] https://bit.ly/3P8Krns
[1] https://www.dailymail.co.uk/health/article-10801579/New-Covid-strain-makes-43-cases-66-infections-New-York.html
[1] http://abcnews.go.com/Health/fda-limits-jj-covid-19-vaccine-due-rare/story?id=84529851
[1] https://www.abc.net.au/news/2022-05-12/north-korea-confirms-first-covid-case/101060006

Top URLs in Tweet in G7:
[2] https://www.wsj.com/articles/china-censors-who-chiefs-call-to-end-unsustainable-covid-19-strategy-11652270048
[1] https://www.who.int/data/sets/global-excess-deaths-associated-with-covid-19-modelled-estimates
[1] https://bit.ly/3kVrQgC
[1] https://bit.ly/38SJIpM
[1] https://www.telegraph.co.uk/global-health/science-and-disease/covid-19-true-death-toll-three-times-higher-reported-15-million/
[1] https://twitter.com/bdutt/status/1524630438794342402
[1] https://focus2030.org/Financement-de-la-lutte-contre-la-pandemie-de-Covid-19-dans-le-monde-qui-joue
[1] https://twitter.com/GHAFrance/status/1524407477969854465
[1] https://www.abc.net.au/news/2022-05-12/united-states-passes-1-million-deaths-from-covid-19/101062676
[1] https://www.leconomiste.com/flash-infos/covid-19-progression-des-cas-dans-trois-regions-du-monde

Top URLs in Tweet in G8:
[13] https://trib.al/pRs8tGq
[8] https://www.abc.net.au/news/2022-05-12/united-states-passes-1-million-deaths-from-covid-19/101062676?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[4] https://trib.al/QmFyEys
[4] https://www.reuters.com/world/asia-pacific/nkorea-says-it-detected-outbreak-stealth-omicron-virus-state-media-2022-05-12/
[3] https://trib.al/fUPp4Oh
[3] http://abcnews.go.com/Health/unthinkable-tragedy-us-covid-19-death-toll-surpasses/story?id=84502918
[2] https://www.rfi.fr/fr/am%C3%A9riques/20220512-covid-19-le-seuil-du-million-de-morts-franchi-aux-etats-unis?ref=tw_i
[2] http://abcnews.go.com/Health/breakthrough-deaths-comprise-increasing-proportion-died-covid-19/story?id=84627182
[2] https://www.gmanetwork.com/news/topstories/nation/831365/109-new-covid-19-cases-logged-lowest-daily-tally-since-april-2020/story/
[2] https://www.wxyz.com/news/coronavirus/new-covid-19-outbreaks-in-washtenaw-county-schools-may-not-have-been-spread-in-classrooms

Top URLs in Tweet in G9:
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00788-y
[3] https://www.npr.org/2022/05/11/1098150761/the-white-house-will-host-a-second-global-covid-19-summit?utm_source=dlvr.it&utm_medium=twitter
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journal-of-hepatology.eu%2Farticle%2FS0168-8278%2820%2930294-4%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journal-of-hepatology.eu%2Farticle%2FS0168-8278%2820%2930218-X%2Ffulltext&rc=0
[2] https://www.statnews.com/2022/04/19/six-covid-mysteries-including-how-it-will-evolve/
[2] https://www.ctvnews.ca/health/coronavirus/shanghai-re-tightens-on-covid-19-frustrating-trapped-residents-1.5896135?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=627a574cb2a94c00017ee9f5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://journals.lww.com/jpgnr/Fulltext/2022/05000/Pediatric_Acute_Liver_Failure_Due_to_Type_2.29.aspx
[1] https://www.statnews.com/2022/05/10/the-five-pandemics-driving-1-million-u-s-covid-deaths/
[1] https://twitter.com/laurieallee/status/1521178772023652352?s=19
[1] https://www.princeton.edu/news/2020/09/30/largest-covid-19-contact-tracing-study-date-finds-children-key-spread-evidence

Top URLs in Tweet in G10:
[1] https://aje.io/9rzcwb
[1] https://www.ugandainvest.go.ug/
[1] https://ugandainvest.go.ug/
[1] https://bit.ly/3P704f0
[1] https://bit.ly/3xmVR0A
[1] https://bit.ly/3wmqFfN
[1] https://twitter.com/UgHealthcreFed/status/1524359058983165952

Top Domains
Top Domains in Tweet in Entire Graph:
[187] twitter.com
[80] com.br
[77] blogspot.com
[73] youtube.com
[72] trib.al
[59] bit.ly
[44] francetvinfo.fr
[32] cnn.com
[31] go.com
[31] sky.com

Top Domains in Tweet in G1:
[52] twitter.com
[37] com.br
[16] cnn.com
[14] google.com
[14] foxnews.com
[12] msn.com
[12] nhs.uk
[10] instagram.com
[10] com.my
[10] francetvinfo.fr

Top Domains in Tweet in G2:
[6] gob.ve
[3] youtube.com
[2] venezuela-news.com
[2] com.ve
[1] twimg.com
[1] twitter.com

Top Domains in Tweet in G3:
[15] tf1info.fr
[5] cnews.fr
[4] msn.com
[3] reuters.com
[2] ladepeche.fr
[2] nicepresse.com
[1] go.com
[1] substack.com
[1] translate.goog
[1] lifesitenews.com

Top Domains in Tweet in G4:
[8] wsws.org
[1] bmj.com
[1] police.uk

Top Domains in Tweet in G5:
[1] childrenshealthdefense.org
[1] nexus.fr
[1] soa.org
[1] prepareforchange.net
[1] twitter.com
[1] sante.fr

Top Domains in Tweet in G6:
[9] trib.al
[2] bit.ly
[2] marketscreener.com
[1] newsmax.com
[1] co.uk
[1] go.com
[1] net.au
[1] alarabiya.net
[1] apple.news
[1] expose-news.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] who.int
[2] bit.ly
[2] wsj.com
[1] co.uk
[1] focus2030.org
[1] net.au
[1] leconomiste.com
[1] thetricontinental.org
[1] indiatimes.com

Top Domains in Tweet in G8:
[23] trib.al
[8] net.au
[5] go.com
[4] abcn.ws
[4] reuters.com
[3] cnn.it
[2] wsj.com
[2] rfi.fr
[2] gmanetwork.com
[2] wxyz.com

Top Domains in Tweet in G9:
[5] nature.com
[4] elsevierhealth.com
[3] statnews.com
[3] twitter.com
[3] npr.org
[2] ctvnews.ca
[1] lww.com
[1] princeton.edu
[1] pbs.org
[1] bangordailynews.com

Top Domains in Tweet in G10:
[3] bit.ly
[2] go.ug
[1] aje.io
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[361] covid19
[257] covid_19
[177] covid
[89] 44692
[78] pfizer
[70] coronavirus
[63] cz43capital
[61] produciresindependencia
[54] covidー19
[49] longcovid



Top Hashtags in Tweet in G1:
[80] covid19
[42] covid
[34] covid_19
[28] coronavirus
[8] news
[8] foxnews
[5] usa
[5] stayhome
[5] omicron
[4] 5/10/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[78] 5/11/2022 12:00:00 AM
[62] cz43capital
[59] produciresindependencia
[43] uesparacotos
[33] 5/10/2022 12:00:00 AM
[27] prevención
[26] negritudrebelde
[19] jornadadevacunación
[12] nuestraaméricaunida
[11] covid_19

Top Hashtags in Tweet in G3:
[23] covid19
[5] pfizer
[3] thread
[2] nice06
[2] cotedazurfrance
[1] hdespros
[1] hdpros

Top Hashtags in Tweet in G4:
[2] breaking
[2] partygate
[1] covid19

Top Hashtags in Tweet in G5:
[36] pfizer
[36] pfizerdocuments
[1] jesuismauricette

Top Hashtags in Tweet in G6:
[8] 疫苗大屠殺
[6] 澳喜要闻
[5] 疫苗暴政
[2] 世界所有战争和灾难的根源就是中国共产党
[1] 1millioncoviddeaths
[1] trumpvirus
[1] trumpfailedus
[1] memakaimasker
[1] menjagajarak
[1] mencucitanganpakaisabun

Top Hashtags in Tweet in G7:
[8] covid19
[4] assamrifles
[4] covid_19
[4] justicefordefencestudents
[3] italia
[2] afp
[2] longcovid
[2] malware
[1] healthdata
[1] globalcovidsummit

Top Hashtags in Tweet in G8:
[4] northkorea
[4] covid_19
[4] lockdown
[2] covid19
[1] uspol
[1] sarscov2

Top Hashtags in Tweet in G9:
[4] breaking
[1] breakingnews
[1] covid19
[1] sars2
[1] worldnews
[1] usanews
[1] covid
[1] longcovid

Top Hashtags in Tweet in G10:
[11] investugturkey22
[7] buildingug
[2] nbsupdates
[2] privatesectorinclusion
[1] monitorupdates
[1] urapressbrief22
[1] absorballcovid19staff
[1] covid19vaccine
[1] eu
[1] au

Top Words
Top Words in Tweet in Entire Graph:
[6960] covid
[6550] 19
[489] pandemic
[445] more
[400] people
[370] health
[361] #covid19
[345] contra
[285] deaths
[278] vaccine

Top Words in Tweet in G1:
[1312] covid
[1280] 19
[117] puan
[82] pandemic
[80] cases
[80] #covid19
[78] more
[70] 2022
[69] yang
[61] deaths

Top Words in Tweet in G2:
[253] covid
[245] 19
[93] bioseguridad
[90] medidas
[78] #11may
[75] cumplir
[67] casos
[64] venezuela
[63] contra
[62] #cz43capital

Top Words in Tweet in G3:
[105] covid
[102] 19
[42] ont
[23] #covid19
[22] été
[20] commission
[20] masque
[19] européenne
[19] pays
[18] obligatoire

Top Words in Tweet in G4:
[132] covid
[132] 19
[120] time
[120] two
[120] weeks
[120] ago
[120] lost
[120] beautiful
[120] year
[120] old

Top Words in Tweet in G5:
[78] covid
[62] ministre
[62] santé
[61] 19
[60] flobga
[60] espagnol
[54] cour
[54] suprême
[53] l'espagne
[53] désormais

Top Words in Tweet in G6:
[127] covid
[119] 19
[67] mild
[67] symptoms
[65] people
[65] public
[64] looking
[64] forward
[64] stop
[64] making

Top Words in Tweet in G7:
[45] covid
[39] 19
[16] afpfr
[11] pandemic
[10] partir
[10] lundi
[10] 16
[10] mai
[10] masque
[10] sera

Top Words in Tweet in G8:
[94] covid
[93] 19
[43] abc
[38] two
[37] cnn
[34] more
[31] positive
[29] first
[28] symptoms
[27] bill

Top Words in Tweet in G9:
[93] covid
[80] 19
[31] deaths
[26] vaccination
[25] switzerland
[24] sailorrooscout
[24] needed
[24] more
[24] proof
[24] vaccines

Top Words in Tweet in G10:
[74] covid
[74] 19
[60] uganda
[36] investment
[29] turkey
[28] trade
[28] tourism
[25] industry
[20] testing
[18] summit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6364] covid,19
[283] contra,covid
[219] 19,pandemic
[168] 19,vaccine
[159] year,old
[149] positive,covid
[145] bill,gates
[133] casos,covid
[126] north,korea
[124] two,weeks

Top Word Pairs in Tweet in G1:
[1232] covid,19
[55] 19,pandemic
[45] puan,maharani
[44] contra,covid
[43] pandemi,covid
[38] 19,vaccine
[38] bill,gates
[30] 19,cases
[27] puan,presiden
[27] presiden,kita

Top Word Pairs in Tweet in G2:
[244] covid,19
[75] medidas,bioseguridad
[71] cumplir,medidas
[62] bioseguridad,combatir
[62] combatir,covid
[54] contra,covid
[50] #11may,#cz43capital
[50] #cz43capital,invita
[50] invita,cumplir
[43] 19,#uesparacotos

Top Word Pairs in Tweet in G3:
[101] covid,19
[22] ont,été
[18] 16,mai
[16] rothschild,ont
[16] ont,breveté
[16] breveté,tests
[16] tests,biométriques
[16] biométriques,covid
[16] 19,2015
[16] 2015,2017

Top Word Pairs in Tweet in G4:
[132] covid,19
[120] time,two
[120] two,weeks
[120] weeks,ago
[120] ago,lost
[120] lost,beautiful
[120] beautiful,year
[120] year,old
[120] old,covid
[120] 19,never

Top Word Pairs in Tweet in G5:
[62] ministre,santé
[61] covid,19
[54] cour,suprême
[53] l'espagne,désormais
[53] désormais,9e
[53] 9e,pays
[53] pays,poursuivre
[53] poursuivre,ministre
[53] santé,justice
[53] justice,gagner

Top Word Pairs in Tweet in G6:
[119] covid,19
[64] looking,forward
[64] forward,people
[64] people,stop
[64] stop,making
[64] making,public
[64] public,announcements
[64] announcements,having
[64] having,covid
[64] 19,mild

Top Word Pairs in Tweet in G7:
[37] covid,19
[10] partir,lundi
[10] lundi,16
[10] 16,mai
[10] mai,masque
[10] masque,sera
[10] sera,plus
[10] plus,obligatoire
[10] obligatoire,l'ensemble
[10] l'ensemble,transports

Top Word Pairs in Tweet in G8:
[92] covid,19
[29] positive,covid
[27] bill,gates
[27] gates,tested
[27] tested,positive
[27] 19,experiencing
[27] experiencing,mild
[27] mild,symptoms
[27] symptoms,adding
[27] adding,fortunate

Top Word Pairs in Tweet in G9:
[80] covid,19
[30] 19,deaths
[24] needed,more
[24] more,proof
[24] proof,vaccines
[24] vaccines,work
[24] work,switzerland
[24] switzerland,reporting
[24] reporting,covid
[24] deaths,vaccination

Top Word Pairs in Tweet in G10:
[74] covid,19
[29] uganda,turkey
[27] investment,trade
[23] trade,industry
[22] turkey,investment
[21] industry,tourism
[19] 19,testing
[18] mandatory,covid
[12] tourism,summit
[11] theme,accelerating

Top Replied-To
Top Replied-To in Entire Graph:
@moriartylab
@covid_19_ger
@speakerpelosi
@reuters
@cnn
@kiorky
@hagerstolz
@gab_h_r
@drericding
@potus

Top Replied-To in G2:
@delcyrodriguezv

Top Replied-To in G3:
@kiorky
@f_philippot
@verity_france
@remilaharie
@olivierveran
@borowskimike
@afpfr
@dleelyan
@clem_autain
@cnews

Top Replied-To in G4:
@jacob_rees_mogg

Top Replied-To in G5:
@flobga

Top Replied-To in G6:
@hamptonsdrone
@foxnews
@donaldjtrumpjr

Top Replied-To in G7:
@drericding
@who
@contrelacensure
@afpfr
@edmundkudzayi
@laurenpelley

Top Replied-To in G8:
@cnn
@wsj
@abc

Top Replied-To in G9:
@moriartylab
@ikgb10
@dgurdasani1
@doc_ontherocks
@feralearthman
@anniekartos
@dfisman

Top Replied-To in G10:
@mofpedu
@nbstv
@deusniyobyose

Top Mentioned
Top Mentioned in Entire Graph:
@livvyssmile
@theofleury14
@alertanews24
@nbsaphiermd
@flobga
@marchfoward
@franceinfo
@vtvcanal8
@gmmtv
@influenzer3

Top Mentioned in G1:
@albertsolo2
@housemedicinal
@shawrtzj
@polda_jambi
@higgins3corp
@veracruz777
@bmtenterprise
@lagarenne
@counselor_2020

Top Mentioned in G2:
@vtvcanal8
@nicolasmaduro
@cisplaguaira
@zoditachiran21
@soykarinacarpio
@elgranmarley
@caraboboinsalud
@lavozdelsur_1
@gnb_pueblo
@somosrmnoticias

Top Mentioned in G3:
@cnews
@domroseriom
@lci
@michelerivasi
@olivierveran
@gabinjean3
@bfmtv
@jgalt485
@pascalpraud
@emmanuelmacron

Top Mentioned in G4:
@livvyssmile
@lewis_goodall
@smbarrowcan
@etonjojo
@jacob_rees_mogg
@lbcnews
@docrussjackson

Top Mentioned in G5:
@flobga
@romaindoyer
@gabinjean3
@motivaled
@dover63a
@people1stplanet
@erdeprat
@prepare
@infosfrancaises
@olivierfente

Top Mentioned in G6:
@nbsaphiermd
@texun007
@newsmax
@6forfreedom
@foxnews
@ahnewspace
@jimmyfailla
@seanhannity
@oturisk
@ap

Top Mentioned in G7:
@who
@afpfr
@laveritaweb
@pmoindia
@normanswan
@drericding
@amitshah
@giangolz
@drtedros
@adgpi

Top Mentioned in G8:
@abc
@cnn
@wsj
@toulavlahou
@asher_wolf
@abcaustralia
@amir_nourdine
@trazlersgal
@mopeng

Top Mentioned in G9:
@sailorrooscout
@covid_19_canada
@dgbassani
@jmcrookston
@mackayim
@krld
@krldbarbara
@audacy
@itosettimd_mba
@newshour

Top Mentioned in G10:
@ugandainvest
@minofhealthug
@nbstv
@kagutamuseveni
@mofpedu
@jumuiya
@pmathuki
@wekesa_amos
@janeruth_aceng
@kemigishazoey1

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@ja8yum
@pulpnews
@el_cooperante
@jornalistavitor
@recentlatestvia
@americanair
@contrapuntovzla
@ptjasamarga
@rashidaldosari

Top Tweeters in G1:
@pulpnews
@recentlatestvia
@contrapuntovzla
@ptjasamarga
@opsiin
@temaglobal
@agendaonline
@laredrevela
@afropages
@ultratextual

Top Tweeters in G2:
@vtvcanal8
@laradiodelsur
@nuevodiaenlinea
@metro_caracas
@luiscarrillo66
@mippcivzla
@gnb_tachira
@elisaneris1571
@barrio_tricolor
@vicevenezuela

Top Tweeters in G3:
@altai_armande
@bfmtv
@sarah41659531
@susanchubb1
@cnews
@poussantg
@leblogtvnews
@rubismug
@incflam
@cgttuifrance

Top Tweeters in G4:
@mckinlay_liz
@paulsorrentino3
@victory1261
@deejay90192
@hacketttom
@kalkua1
@sandrahalifax
@j_p_28
@utorgersen
@needannything

Top Tweeters in G5:
@albi2103
@mydaphne
@people1stplanet
@magafrance
@flobga
@g2chaulle
@pixkanaka64
@j2lm4u
@coronis1coronis
@zoubinette1

Top Tweeters in G6:
@rashidaldosari
@radioelshinta
@foxnews
@cadiedorange172
@newsmax
@rtr_chris
@tidepride8
@o_gur
@mautumnum
@lislejoyeux

Top Tweeters in G7:
@nayayoungindia
@afpfr
@rodbamberry
@kunnicoolas
@marcevann
@surfiniae
@fauxpaschick
@e691ccecc0354c0
@saashasingh1
@watinthe_

Top Tweeters in G8:
@govsherazkhan
@asher_wolf
@gmanews
@drrimmer
@soriano310ms
@abc
@cnn
@wsj
@rfi
@joke2power

Top Tweeters in G9:
@ctvnews
@dancygeorgia
@yeswombat
@grrrrangryshark
@lupissicarius
@johnwest_jaws
@ayrshirebog
@newshour
@laf13laf
@bangordailynews

Top Tweeters in G10:
@nbstv
@ajenglish
@beewol
@ntvuganda
@johnlaban256
@dailymonitor
@ugandamediacent
@capitalfmuganda
@ubctvuganda
@urauganda