NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

Coronavirus_2021-10-11_02-05-44.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/2X21bXg
@coronaupdatebot
@washingtonpost
@rwmalonemd
@ap
@skynews
@_shotamandown
@corona_tweet
@nst_online
@tigressellie
@nytimes

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#venezuela
#vaccine

Description:
Description
The graph represents a network of 8,213 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 October 2021 at 09:33 UTC.

The requested start date was Monday, 11 October 2021 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 3-day, 0-hour, 13-minute period from Tuesday, 05 October 2021 at 12:12 UTC to Friday, 08 October 2021 at 12:25 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 : 8213
Unique Edges : 3739
Edges With Duplicates : 11415
Total Edges : 15154
Number of Edge Types : 5
Retweet : 4698
MentionsInRetweet : 5085
Tweet : 3491
Replies to : 354
Mentions : 1526
Self-Loops : 3540
Reciprocated Vertex Pair Ratio : 0.00428003668602874
Reciprocated Edge Ratio : 0.00852359208523592
Connected Components : 2183
Single-Vertex Connected Components : 975
Maximum Vertices in a Connected Component : 1881
Maximum Edges in a Connected Component : 4356
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.120441
Graph Density : 9.74124813352052E-05
Modularity : 0.492403
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,213 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 October 2021 at 09:33 UTC.

The requested start date was Monday, 11 October 2021 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 3-day, 0-hour, 13-minute period from Tuesday, 05 October 2021 at 12:12 UTC to Friday, 08 October 2021 at 12:25 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 : Coronavirus
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:
[134] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[77] https://newsdigest.jp/pages/coronavirus/
[49] https://www.dailymail.co.uk/news/article-10062775/US-Chinese-scientists-planning-create-brand-new-coronavirus-leaked-proposals-show.html
[49] https://www.npr.org/sections/coronavirus-live-updates/2020/05/20/859814085/researchers-nearly-half-of-accounts-tweeting-about-coronavirus-are-likely-bots?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[38] https://asia.nikkei.com/Spotlight/Coronavirus/China-PCR-test-orders-soared-before-first-confirmed-COVID-case
[26] https://apnews.com/article/coronavirus-pandemic-technology-business-health-misinformation-fbe9d09024d7b92e1600e411d5f931dd
[17] https://www.theguardian.com/politics/2021/oct/07/coronavirus-report-warned-of-impact-on-uk-four-years-before-pandemic
[17] https://www.nationalreview.com/news/leaked-grant-proposal-confirms-chinese-and-american-scientists-planned-to-create-novel-coronavirus/
[17] https://hindi.news18.com/news/nation/coronavirus-fight-india-set-example-in-world-under-pm-narendra-modi-leadership-3779881.html
[16] https://www3.nhk.or.jp/news/special/coronavirus/data/

Top URLs in Tweet in G1:
[13] https://apnews.com/article/coronavirus-pandemic-technology-business-health-misinformation-fbe9d09024d7b92e1600e411d5f931dd
[11] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827
[8] https://hindi.news18.com/news/nation/coronavirus-fight-india-set-example-in-world-under-pm-narendra-modi-leadership-3779881.html
[8] https://finance.yahoo.com/news/adp-private-payrolls-september-2021-employment-labor-market-coronavirus-121614244.html
[6] https://www.dailymail.co.uk/news/article-10062775/US-Chinese-scientists-planning-create-brand-new-coronavirus-leaked-proposals-show.html
[6] https://globalnews.ca/news/8244969/covid-grocery-store-surfaces-guelph/
[5] https://www3.nhk.or.jp/news/special/coronavirus/data/
[5] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[5] https://www.clinicaltrials.gov/
[4] https://www.cnn.com/2021/10/06/health/us-coronavirus-wednesday/index.html

Top URLs in Tweet in G2:
[10] https://apnews.com/article/coronavirus-pandemic-technology-business-health-misinformation-fbe9d09024d7b92e1600e411d5f931dd
[3] https://s.nikkei.com/3DgnCr0
[2] http://trib.al/ZklLeA7
[2] https://apnews.com/article/coronavirus-pandemic-business-unemployment-health-bf233e99f16690a3e37cf102021b956a
[2] https://trib.al/8Qcfr24
[2] https://apnews.com/article/coronavirus-pandemic-business-endowments-health-race-and-ethnicity-2d55eda3e946f809a9b7315b364a355f
[1] http://trib.al/1kaon18
[1] http://trib.al/5tGzDF4
[1] http://trib.al/7Sbavob
[1] http://trib.al/QLhiQ6B

Top URLs in Tweet in G3:
[11] https://www.weforum.org/agenda/2021/10/covid-19-coronavirus-pandemic-8-october-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=08/10/2021+13:00
[10] https://pastorolita.wixsite.com/mysite/post/covid-19-official-name-of-coronavirus-means-angel-of-the-bottomless-pit-sheep-slaughter
[5] https://www.abc.net.au/news/2021-10-05/qld-coronavirus-covid-hospital-funding-government/100514712
[4] https://www.scmp.com/news/world/russia-central-asia/article/3151394/russia-coronavirus-deaths-jump-record-amid-delta?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1633522375
[4] http://www.dawn.com/live-blog/
[3] https://www.khaleejtimes.com/coronavirus-pandemic/uae-47154-covid-vaccine-doses-administered-in-24-hours
[3] https://news.stv.tv/politics/support-for-halloween-celebrations-as-events-sector-given-more-cash
[2] https://wef.ch/3laUjzY
[2] https://www.express.co.uk/news/science/1501817/coronavirus-wuhab-lab-leak-china-usa-scientists-create-new-virus-darpa-covid-latest
[2] https://nation.africa/kenya/covid

Top URLs in Tweet in G4:
[1] https://www.lci.fr/sante/covid-coronavirus-pass-sanitaire-le-conseil-scientifique-preconise-sa-levee-entre-le-15-novembre-et-fin-2021-2198352.html
[1] https://www.ouest-france.fr/sante/virus/coronavirus/pass-sanitaire/la-prolongation-du-passe-sanitaire-sera-debattue-par-l-assemblee-nationale-le-19-octobre-c00d7c88-25bf-11ec-8f5c-0c9e47d7d846
[1] https://asia.nikkei.com/Spotlight/Coronavirus/China-PCR-test-orders-soared-before-first-confirmed-COVID-case
[1] https://www.dailymail.co.uk/news/article-10062775/US-Chinese-scientists-planning-create-brand-new-coronavirus-leaked-proposals-show.html
[1] https://www.foxnews.com/politics/peter-navarro-calls-fauci-evil-says-he-urged-trump-to-fire-him

Top URLs in Tweet in G5:
[127] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[1] https://www.washingtonpost.com/washington-post-live/2021/07/30/coronavirus-vaccines-variants-with-rachel-l-levine-md/
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions
[1] https://www.theguardian.com/world/2021/oct/06/dystopian-world-singapore-patrol-robots-stoke-fears-of-surveillance-state
[1] https://www.dailymail.co.uk/news/article-10062775/US-Chinese-scientists-planning-create-brand-new-coronavirus-leaked-proposals-show.html
[1] https://www.washingtonpost.com/education/2021/10/04/kids-covid-cases-tennessee/

Top URLs in Tweet in G6:
[13] https://wapo.st/3iypMKU
[2] https://trib.al/3Ra06Th
[2] https://wapo.st/2YrBnEA
[2] https://www.thedailybeast.com/10-year-old-teresa-sperry-died-of-covid-after-teacher-made-her-be-nurse-to-sick-kids-parents-say?via=twitter_page
[1] https://www.washingtonpost.com/health/2021/10/07/pfizer-biontech-childrens-vaccine-fda/
[1] https://wapo.st/3mu8m3h
[1] https://www.forbes.com/sites/gabeklein/2020/03/04/is-coronavirus-and-its-economic-impact-a-taste-of-whats-to-come-with-climate-change/
[1] https://bit.ly/3A8YHnu
[1] https://www.npr.org/sections/coronavirus-live-updates/2021/09/09/1035489298/tiktok-covid-vaccination-megan-blankenbiller-hospital?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2021-10-06/a-290-billion-funding-shortfall-is-slowing-africa-s-revival?cmpid%3D=socialflow-twitter-politics&utm_campaign=socialflow-organic&utm_content=politics&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[19] https://www.dailymail.co.uk/news/article-10062775/US-Chinese-scientists-planning-create-brand-new-coronavirus-leaked-proposals-show.html
[7] https://asia.nikkei.com/Spotlight/Coronavirus/China-PCR-test-orders-soared-before-first-confirmed-COVID-case
[2] https://www.youtube.com/watch?v=4BWY7gbw-Tk

[1] https://www.telegraph.co.uk/world-news/2021/10/05/wuhan-us-scientists-planned-create-new-coronaviruses-funding/
[1] https://www.youtube.com/watch?v=vigaZAuMwuI

[1] https://s3.documentcloud.org/documents/6935295/NIH-Moderna-Confidential-Agreements.pdf

Top URLs in Tweet in G8:
[8] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5258565/coronatoegangsbewijs-qr-code-covid-19-coronavirus-maatregelen
[5] https://english.mojahedin.org/i/iran-coronavirus-news-450700-deaths-20211007
[5] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5258851/coronatoegangsbewijs-qr-code-covid-19-coronavirus-maatregelen
[4] https://www.sueddeutsche.de/1.5434210?utm_source=Twitter&utm_medium=twitterbot&utm_campaign=1.5434210
[4] https://as-human-lu.blogspot.com/2021/10/iran-coronavirus-staggering-death-toll.html?spref=tw
[4] https://www.redactie24.be/coronavirus/van-ranst-onder-vuur-voor-miljoenen-euros-aan-niet-uitgevoerde-coronatests-127966
[2] https://www.ncr-iran.org/fr/communiques-cnri/droits-humains/iran-plus-de-449-700-deces-dus-au-coronavirus/
[2] https://www.ncr-iran.org/en/ncri-statements/iran-coronavirus-staggering-death-toll-exceeds-450700/
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-la-suede-suspend-par-precaution-le-vaccin-moderna-pour-les-moins-de-30-ans_4797133.html
[2] https://www.ncr-iran.org/en/ncri-statements/iran-coronavirus-death-toll-surpasses-449700/

Top URLs in Tweet in G9:
[3] https://www.news.com.au/world/coronavirus/global/covid-cases-plunge-after-norway-abruptly-gets-rid-of-all-restrictions/news-story/d8c810f94ad5d6a5448dd03ac7d09ae0
[1] https://www.wsj.com/articles/aids-panic-covid-19-coronavirus-pandemic-experts-politicized-fauci-follow-science-11633290650
[1] https://humanevents.com/2021/10/04/breaking-china-pcr-test-orders-soared-before-first-reported-covid-case-government-contracts-show-surges-in-wuhan-area-purchases-starting-may-2019/
[1] https://asia.nikkei.com/Spotlight/Coronavirus/China-PCR-test-orders-soared-before-first-confirmed-COVID-case
[1] https://www.skynews.com.au/australia-news/coronavirus/pm-slams-palaszczuk-for-holding-coalition-to-ransom-amid-hospital-funding-stoush/news-story/48a885a1be1c9ccaccd706a0c30df940
[1] https://www.skynews.com.au/australia-news/coronavirus/cfmeu-covid-cluster-grows-to-seven-two-babies-infected-as-fears-grow-over-potential-super-spreader-event/news-story/d9a447df0479b9ccf360d8a17db2f78e
[1] https://www.skynews.com.au/australia-news/coronavirus/secretary-john-setka-says-at-least-a-dozen-cfmeu-protesters-will-be-expelled-from-the-union-following-violent-rally-in-melbourne/news-story/9fc1c2051c14590f1770f8c482dbac7a
[1] https://www.skynews.com.au/australia-news/coronavirus/queensland-police-officers-and-nsw-health-workers-quit-over-covid19-vaccine-mandate/news-story/1c139db637fd55583fe12f50ce6522b9
[1] https://www.skynews.com.au/australia-news/coronavirus/health-minister-labels-qld-healthcare-stoush-a-diversion-backs-pms-extortion-accusation/news-story/15c254529a0cb3139f2c7b5be52b0fba
[1] https://www.news.com.au/world/coronavirus/australia/lieutenant-general-john-frewen-teases-incentives-for-states-territories-lagging-behind-in-covid19-jabs/news-story/7c701cc96c5ef9318cc22e03a5abc8c5

Top URLs in Tweet in G10:
[11] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-8-octubre_6_8379504_1079038.html
[8] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-8-octubre_6_8379504_1079044.html
[8] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-8-octubre_6_8379504_1079056.html
[8] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-6-octubre_6_8371492_1078866.html
[6] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-8-octubre_6_8379504_1079059.html
[4] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-5-octubre_6_8367540_1078831.html
[3] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-6-octubre_6_8371492_1078899.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-4-octubre_6_8363691_1078705.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-7-octubre_6_8375485_1078958.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-7-octubre_6_8375485_1078952.html

Top Domains
Top Domains in Tweet in Entire Graph:
[811] news.de
[141] kdvr.com
[104] co.uk
[103] apnews.com
[103] twitter.com
[91] bit.ly
[87] blogspot.com
[86] eldiario.es
[83] trib.al
[78] ctvnews.ca

Top Domains in Tweet in G1:
[811] news.de
[35] twitter.com
[33] apnews.com
[28] com.ar
[25] iweller.com
[24] co.uk
[22] nhs.uk
[18] gov.uk
[17] wsj.com
[15] bit.ly

Top Domains in Tweet in G2:
[37] trib.al
[19] apnews.com
[6] cnn.it
[3] nikkei.com
[2] tmj4.com
[2] chapelboro.com
[1] bloomberg.com
[1] cbsn.ws
[1] cnn.com

Top Domains in Tweet in G3:
[13] weforum.org
[12] net.au
[10] wixsite.com
[7] nyti.ms
[5] khaleejtimes.com
[4] abcn.ws
[4] co.uk
[4] scmp.com
[4] dawn.com
[3] trib.al

Top Domains in Tweet in G4:
[1] lci.fr
[1] ouest-france.fr
[1] nikkei.com
[1] co.uk
[1] foxnews.com

Top Domains in Tweet in G5:
[127] kdvr.com
[2] washingtonpost.com
[1] gov.uk
[1] theguardian.com
[1] co.uk

Top Domains in Tweet in G6:
[16] wapo.st
[3] thedailybeast.com
[2] trib.al
[1] washingtonpost.com
[1] forbes.com
[1] bit.ly
[1] npr.org
[1] bloomberg.com
[1] kdvr.com

Top Domains in Tweet in G7:
[20] co.uk
[7] nikkei.com
[3] youtube.com
[1] documentcloud.org

Top Domains in Tweet in G8:
[13] rtlnieuws.nl
[9] ncr-iran.org
[5] sueddeutsche.de
[5] mojahedin.org
[4] blogspot.com
[4] redactie24.be
[3] francetvinfo.fr
[3] buff.ly
[2] spiegel.de
[2] bit.ly

Top Domains in Tweet in G9:
[9] com.au
[1] wsj.com
[1] humanevents.com
[1] nikkei.com
[1] sfgate.com

Top Domains in Tweet in G10:
[74] eldiario.es
[5] rtve.es
[3] elespanol.com
[2] twitter.com
[1] bit.ly
[1] tumblr.com
[1] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[877] coronavirus
[695] covid19
[228] covid_19
[126] covid
[68] venezuela
[67] vaccine
[58] 新型コロペウイルス
[55] corona
[50] covidー19
[45] toquedequeda



Top Hashtags in Tweet in G1:
[210] coronavirus
[100] covid19
[42] covid
[30] covid_19
[18] corona
[13] vaccine
[13] 2019ncov
[11] vaccination
[9] health
[7] nhs

Top Hashtags in Tweet in G2:
[3] 日絜_チャートで見る日本の枥種皶況
[2] チャートで見る日本の接種状況
[2] 日経ビジュアルデータ
[1] lowiqanon

Top Hashtags in Tweet in G3:
[24] coronavirus
[17] covid19
[4] flu
[4] hospital
[3] covid
[3] england
[2] nationnewsplex
[2] us
[2] russia
[2] andinaenglish

Top Hashtags in Tweet in G4:
[6] fauci
[4] passdelahonte

Top Hashtags in Tweet in G5:
[1] dystopian

Top Hashtags in Tweet in G6:
[4] update

Top Hashtags in Tweet in G8:
[34] coronavirus
[32] iran
[15] covid19
[13] covid_19
[6] corona
[4] luxembourg
[4] maskenpflicht
[4] badenwã¼rttemberg
[3] helpiran
[3] children

Top Hashtags in Tweet in G9:
[5] dannext
[1] covid19
[1] sackbrettsutton
[1] sackdanandrews

Top Hashtags in Tweet in G10:
[1] decidamostodo

Top Words
Top Words in Tweet in Entire Graph:
[3498] coronavirus
[1566] covid
[1052] die
[957] 19
[930] æ
[897] corona
[875] #coronavirus
[826] tage
[823] inzidenz
[822] aktuelle

Top Words in Tweet in G1:
[1286] coronavirus
[862] die
[830] corona
[815] inzidenz
[814] tage
[813] rki
[811] aktuelle
[811] zahlen
[811] erfahren
[811] neuesten

Top Words in Tweet in G2:
[184] ap
[93] covid
[86] 19
[57] coronavirus
[54] misinformation
[48] poll
[45] americans
[42] vaccine
[40] agree
[39] pandemic

Top Words in Tweet in G3:
[151] coronavirus
[74] covid
[67] nytimes
[58] 19
[45] number
[45] cases
[38] england
[37] pandemic
[32] countries
[31] seven

Top Words in Tweet in G4:
[190] f_philippot
[154] rã
[154] 2018
[153] chercheurs
[153] amã
[153] ricains
[153] chinois
[153] wuhan
[153] projetaient
[153] crã

Top Words in Tweet in G5:
[136] rwmalonemd
[127] covid
[127] vaccine
[127] organ
[127] transplant
[127] colorado
[127] hospital
[127] decides
[12] coronavirus
[7] many

Top Words in Tweet in G6:
[74] coronavirus
[67] washingtonpost
[54] johnson
[48] colorado
[48] health
[48] patients
[47] organ
[47] vaccinated
[47] against
[46] based

Top Words in Tweet in G7:
[150] rã
[149] vã
[81] dã
[77] ºðÿ
[76] upr_asselineau
[69] explosive
[69] fuites
[69] documents
[69] qu'une
[69] conjointe

Top Words in Tweet in G8:
[34] #coronavirus
[30] #iran
[27] 700
[23] die
[23] 450
[17] death
[16] iran
[16] toll
[15] coronavirus
[15] #covid19

Top Words in Tweet in G9:
[50] masks
[50] sight
[50] talk
[50] vaccine
[50] passports
[50] social
[50] distancing
[50] markers
[50] ground
[50] people

Top Words in Tweet in G10:
[52] eldiarioes
[21] iescolar
[20] tras
[17] españa
[16] poco
[15] partido
[15] casado
[14] pp
[14] coronavirus
[13] gobierno

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[859] covid,19
[817] tage,inzidenz
[811] aktuelle,corona
[811] corona,zahlen
[811] erfahren,die
[811] die,neuesten
[811] neuesten,rki
[811] rki,daten
[811] daten,coronavirus
[811] coronavirus,tage

Top Word Pairs in Tweet in G1:
[811] aktuelle,corona
[811] corona,zahlen
[811] erfahren,die
[811] die,neuesten
[811] neuesten,rki
[811] rki,daten
[811] daten,coronavirus
[811] coronavirus,tage
[811] tage,inzidenz
[790] zahlen,regeln

Top Word Pairs in Tweet in G2:
[86] covid,19
[35] spread,misinformation
[34] americans,agree
[34] misinformation,problem
[26] against,covid
[26] pearson,institute
[26] institute,ap
[26] ap,norc
[26] norc,poll
[26] poll,nearly

Top Word Pairs in Tweet in G3:
[55] covid,19
[35] nytimes,england
[30] england,reduced
[30] reduced,seven
[30] seven,number
[30] number,red
[30] red,list
[30] list,countries
[30] countries,considers
[30] considers,highest

Top Word Pairs in Tweet in G4:
[153] chercheurs,amã
[153] amã,ricains
[153] ricains,chinois
[153] chinois,wuhan
[153] wuhan,projetaient
[153] projetaient,2018
[153] 2018,crã
[153] crã,nouveau
[153] nouveau,coronavirusâ
[153] coronavirusâ,info

Top Word Pairs in Tweet in G5:
[127] covid,vaccine
[127] vaccine,organ
[127] organ,transplant
[127] transplant,colorado
[127] colorado,hospital
[127] hospital,decides
[126] rwmalonemd,covid
[7] consensus,candidate
[7] candidate,genomes
[7] genomes,synthesised

Top Word Pairs in Tweet in G6:
[47] vaccinated,against
[46] colorado,based
[46] based,health
[46] health,system
[46] system,denying
[46] denying,organ
[46] organ,transplants
[46] transplants,patients
[46] patients,vaccinated
[45] washingtonpost,colorado

Top Word Pairs in Tweet in G7:
[149] rã,vã
[69] explosive,fuites
[69] fuites,documents
[67] vã,lation
[67] lation,explosive
[67] documents,ministã
[67] ministã,reðÿ
[67] reðÿ,ºðÿ
[67] ºðÿ,dã
[67] dã,fense

Top Word Pairs in Tweet in G8:
[23] 450,700
[16] death,toll
[14] staggering,death
[14] toll,exceeds
[13] people,died
[12] 700,people
[12] 547,cities
[12] cities,checkered
[11] 31,provinces
[10] coronavirus,staggering

Top Word Pairs in Tweet in G9:
[50] masks,sight
[50] sight,talk
[50] talk,vaccine
[50] vaccine,passports
[50] passports,social
[50] social,distancing
[50] distancing,markers
[50] markers,ground
[50] ground,people
[49] adam_creighton,masks

Top Word Pairs in Tweet in G10:
[11] zapatero,juan
[11] juan,carlos
[11] carlos,necesitamos
[11] necesitamos,aclaración
[11] aclaración,unas
[11] unas,palabras
[11] palabras,rey
[11] rey,emérito
[11] riesgo,bajo
[10] iescolar,zapatero

Top Replied-To
Top Replied-To in Entire Graph:
@nationafrica
@rwmalonemd
@relojero781
@mayravrojasm
@seanhannity
@vincent05551477
@theipaper
@borckabel
@coletrckl
@justintrudeau

Top Replied-To in G1:

Top Replied-To in G2:
@lbrockster
@business
@aaronkeck
@cthulhuhulu

Top Replied-To in G3:
@nationafrica
@spokespersongok
@jwitsenburg
@moh_kenya
@statehousekenya
@moictkenya
@nytimes
@abcnews

Top Replied-To in G5:
@rwmalonemd
@buenrollo13

Top Replied-To in G6:
@scottcities1st
@newsmax
@amandacarpenter

Top Replied-To in G7:
@jeanyvescapo

Top Replied-To in G8:
@neposaugustus
@dbtibet
@een_been_peter

Top Replied-To in G10:
@balys_r
@orla_hegarty

Top Mentioned
Top Mentioned in Entire Graph:
@f_philippot
@ap
@rwmalonemd
@upr_asselineau
@nytimes
@washingtonpost
@naphtalinelebon
@drericding
@mikenavallo
@tigressellie

Top Mentioned in G1:
@noticiasde_
@mbuddma
@laprovinciabsas
@radiocordobaser
@covid_evidence
@marcelonardone
@heelcherrygerry
@tarmo13013
@ironbiologybot
@altaitedias1

Top Mentioned in G2:
@ap
@ap_europe
@cnn
@peterhotez
@tmj4
@business
@sbauerap
@johnanzo
@nikkei
@andrewjbates46

Top Mentioned in G3:
@nytimes
@reuters
@abcnews
@abc
@wef
@oksana
@japantimes
@khaleejtimes
@daily_express
@dawn_com

Top Mentioned in G4:
@f_philippot

Top Mentioned in G5:
@rwmalonemd
@r_h_ebright
@lostemplarios08
@deepities
@martinasisters
@joostbroekers
@hicksonmaike
@farmaceuticoac1
@dracrismarialee
@anabellan76

Top Mentioned in G6:
@washingtonpost
@thedailybeast
@newsmax
@nytimes
@ap
@afp
@keepchangealive
@sykescharlie
@bpolitics
@rwmalonemd

Top Mentioned in G7:
@upr_asselineau
@aldosterone111
@medicalfollower
@f_philippot
@corinnereverbel
@banounhelene
@marcleben
@jeanyvescapo

Top Mentioned in G8:
@rtlnieuws
@who
@mojahedineng
@wernerbartens
@sz
@katrinkuntz
@derspiegel
@iran_policy
@rki_de
@nunl

Top Mentioned in G9:
@adam_creighton
@michaelpsenger
@bucksexton
@annastaciamp
@skynewsaust
@danielandrewsmp
@scottmorrisonmp
@greghuntmp
@thermh

Top Mentioned in G10:
@eldiarioes
@iescolar
@euprepiopadula
@fatymacaballero
@gallaup
@el_pais
@ikaitor
@irecr
@rtvenoticias
@mariano_zafra

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@infoitinterno
@rojname_com
@tomthunkitsmind
@rashidaldosari
@sunoticiero
@berkleybearnews
@zyiteblog
@afropages
@chris_1791

Top Tweeters in G1:
@infoitinterno
@rojname_com
@tomthunkitsmind
@sunoticiero
@berkleybearnews
@zyiteblog
@afropages
@pairsonnalitesa
@venezuelaaldia
@latercera

Top Tweeters in G2:
@serendipitysays
@govkhan
@business
@sallyagale
@dsochoa
@missleighcarter
@brandonmscales
@mel_storni
@africaupdates
@ncfarmer321

Top Tweeters in G3:
@world_news_eng
@insdatainter
@hanayuu
@inquirerdotnet
@daily_express
@reuters
@coronaupdatebot
@nationafrica
@videoneonr
@jot_au

Top Tweeters in G4:
@rosyjour
@fourchetchristi
@danubaud
@barberis888
@ninasouky70
@baboune04
@abou_portant07
@dufailly1
@hervefav
@totozozo5

Top Tweeters in G5:
@noemirosvalenc2
@louiedadawg
@dallas4bernie
@boenasvoabo
@bfurlich
@debsinger2
@loovee3333
@jackied15846926
@__anomali__
@memcovfefe4

Top Tweeters in G6:
@rashidaldosari
@zeeshan_shah_dc
@artis_elemental
@paulmick
@djradar
@laurahennesse11
@washingtonpost
@thedailybeast
@rhapsodynbloom
@tomy2875

Top Tweeters in G7:
@carrionnat
@defredfred
@pontetcathy4
@edithlaine29
@cyprien2402
@andre_manos
@didiercombier
@gentiane45
@chlomaky
@arianewalter

Top Tweeters in G8:
@cmartyluso1
@le_figaro
@telegraaf
@lastampa
@le_parisien
@20minutes
@time
@lemondefr
@nos
@france24

Top Tweeters in G9:
@beank511
@neoavatara
@mpls55418
@skynewsaust
@623sis
@coonavass
@ashzashwash
@ronthorp
@ritapanahi
@malurussally

Top Tweeters in G10:
@1denmadrid
@el_pais
@mariaperezpere
@curritorojo
@quetemuevas
@rtvenoticias
@eldiarioes
@juliansmanzano
@rtve
@felipecametome