Coronavirus, Twitter, 9/4/2021 12:10:06 PM, 261104


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Coronavirus_2021-09-04_01-48-02.xlsx
Coronavirus_2021-09-04_01-48-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3gZj7Zy
@cnn
@momonamission30
@cdcgov
@mediavenir
@viralvideovlogs
@jessekellydc
@greatestevermd
@coronaupdatebot
@washingtonpost
@essexpr

Top hashtags:
#coronavirus
#covid19
#covid
#nouvellecalédonie
#covid_19
#新型コロナウイルス
#corona

Description:
Description
The graph represents a network of 9,201 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 Saturday, 04 September 2021 at 09:18 UTC.

The requested start date was Saturday, 04 September 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 2-day, 0-hour, 11-minute period from Wednesday, 01 September 2021 at 12:14 UTC to Friday, 03 September 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 : 9201
Unique Edges : 4530
Edges With Duplicates : 11482
Total Edges : 16012
Number of Edge Types : 5
Retweet : 5094
MentionsInRetweet : 5792
Replies to : 432
Tweet : 3161
Mentions : 1533
Self-Loops : 3198
Reciprocated Vertex Pair Ratio : 0.00435314923139709
Reciprocated Edge Ratio : 0.00866856291480428
Connected Components : 2675
Single-Vertex Connected Components : 1181
Maximum Vertices in a Connected Component : 1937
Maximum Edges in a Connected Component : 4290
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 9.134253
Graph Density : 8.72187805673296E-05
Modularity : 0.529158
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 9,201 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 Saturday, 04 September 2021 at 09:18 UTC.

The requested start date was Saturday, 04 September 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 2-day, 0-hour, 11-minute period from Wednesday, 01 September 2021 at 12:14 UTC to Friday, 03 September 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:
[77] https://newsdigest.jp/pages/coronavirus/
[48] https://trib.al/vzUEfW4
[37] https://www.worldometers.info/coronavirus/
[27] https://www.miamiherald.com/news/coronavirus/article253796898.html
[26] https://trib.al/JGFi8bF
[23] https://trib.al/jiChbFO
[21] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&facet=none&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Confirmed+cases&Interval=New+per+day&Relative+to+Population=false&Align+outbreaks=false&country=~ISR
[21] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[21] https://www.theguardian.com/world/live/2021/sep/02/coronavirus-live-news-taiwan-receives-first-pfizer-doses-being-vaccinated-almost-halves-chance-of-long-covid-study?CMP=share_btn_tw
[20] https://www.ctvnews.ca/health/coronavirus/do-vaccine-mandates-violate-canadians-charter-rights-1.5569971

Top URLs in Tweet in G1:
[21] https://www.theguardian.com/world/live/2021/sep/02/coronavirus-live-news-taiwan-receives-first-pfizer-doses-being-vaccinated-almost-halves-chance-of-long-covid-study?CMP=share_btn_tw
[11] https://www.cnn.com/2021/09/02/health/us-coronavirus-thursday/index.html
[10] https://spectrumlocalnews.com/nc/charlotte/news/2021/09/03/hurricane-ida-s-toll-grows-with-deaths-of-louisiana-nursing-home-residents?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[8] https://hidot.hawaii.gov/airports/covid-19/
[7] https://www.washingtonpost.com/world/2021/09/01/masks-study-covid-bangladesh/
[5] https://fij.info/coronavirus-feature/overseas#tempo0211
[4] https://www.nytimes.com/2021/09/01/opinion/covid-pandemic-global-economy-politics.html?smid=tw-share
[4] https://www.jpost.com/health-and-wellness/coronavirus/covid-19-new-mu-variant-from-colombia-could-be-vaccine-resistant-who-678428
[4] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[4] https://apnews.com/article/business-health-coronavirus-pandemic-idaho-09941b507483a5c7b0183dcbf03a8254

Top URLs in Tweet in G2:
[25] https://trib.al/JGFi8bF
[22] https://trib.al/jiChbFO
[16] https://www.weforum.org/agenda/2021/09/covid-19-coronavirus-pandemic-2-september-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=02/09/2021+13:00
[6] https://www.reuters.com/world/africa/us-shipping-more-coronavirus-vaccines-african-countries-2021-09-03/
[3] https://www.gov.uk/government/statistics/transport-use-during-the-coronavirus-covid-19-pandemic
[2] https://www.reuters.com/world/australia-announces-pfizer-coronavirus-vaccine-swap-deal-with-britain-2021-09-03/?taid=6131bd69e241150001514b59&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.today.ng/news/nigeria/nigeria-records-631-coronavirus-cases-deaths-386200
[2] https://arynews.tv/australia-lockdowns-end-coronavirus/
[2] https://www.thenationalnews.com/uae/2021/09/02/coronavirus-uae-records-975-cases-and-no-deaths-for-first-time-since-last-year/
[2] https://andina.pe/ingles/noticia-peru-coronavirus-cases-total-2151010-8287518-citizens-fully-vaccinated-859993.aspx

Top URLs in Tweet in G3:
[12] https://www.viveport.com/5e1030e7-a22d-4703-bc61-0b9392675357
[9] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Vaccine+doses&Interval=Cumulative&Relative+to+Population=true&Align+outbreaks=false&country=USA~JPN~GBR
[3] https://tamil.oneindia.com/news/international/poisonous-brazilian-viper-venom-may-become-covid-19-medicine-says-study-431747.html
[2] https://denvergazette.com/news/coronavirus/ive-never-laughed-harder-candace-owens-slams-aspen-lab-for-denying-her-a-covid-19/article_3dee21e1-7e8f-5fc8-9948-b020195ea189.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-01-09-2021/
[2] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-31-08-2021/
[2] https://www.nytimes.com/live/2021/09/02/world/covid-delta-variant-vaccine?name=styln-coronavirus®ion=TOP_BANNER&block=storyline_menu_recirc&action=click&pgtype=Interactive&variant=1_Show&is_new=false#covid-booster-shots-delta
[2] https://latinus.us/2021/09/01/mexico-acumula-3-millones-369-mil-contagios-covid-17-mil-ultimas-horas-coronavirus/
[2] https://www.eleconomista.com.mx/politica/Variante-Delta-el-coronavirus-con-esteroides-20210829-0002.html
[1] https://thewest.com.au/news/coronavirus/covid-19-in-wa-doherty-institutes-updated-modelling-forecasts-almost-1000-deaths-in-six-months-ng-b881991112z?utm_campaign=share-icons&utm_source=twitter&utm_medium=social&tid=1630626191963

Top URLs in Tweet in G4:
[1] https://cnn.it/38zYUVz
[1] https://cnn.it/2Y78a1c
[1] https://cnn.it/3DHKNfd
[1] https://cnn.it/38sqB2o
[1] https://cnn.it/38x5snK
[1] https://cnn.it/38zVIJw
[1] https://www.bloomberg.com/news/articles/2021-09-03/oxygen-shortage-forces-texas-oil-refinery-to-curtail-operations?utm_source=twitter&utm_campaign=socialflow-organic&utm_content=business&utm_medium=social&cmpid=socialflow-twitter-business
[1] https://www.bloomberg.com/news/articles/2021-09-01/pfizer-booster-shot-lowered-coronavirus-infection-risk-in-study?utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&cmpid=socialflow-twitter-business&utm_source=twitter
[1] https://www.bloomberg.com/news/articles/2021-09-01/u-k-s-2-1-million-hidden-jobs-gap-looms-over-the-recovery?cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_source=twitter&utm_content=business&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2021-06-14/-i-weep-all-the-time-trauma-lasts-beyond-india-s-covid-peak?utm_source=twitter&utm_medium=social&utm_content=business&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business

Top URLs in Tweet in G5:
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/vaccination-contre-le-covid-19-israel-rend-la-troisieme-dose-de-vaccin-accessible-a-partir-de-12-ans_4752649.html
[1] https://www.lci.fr/sante/covid-19-coronavirus-pandemie-epidemie-face-au-delta-l-efficacite-des-vaccins-a-arnm-abaissee-a-66-selon-une-etude-americaine-2194561.html
[1] https://coronavirus.nt.gov.au/travel/quarantine/mandatory-supervised-quarantine
[1] https://twitter.com/Alpha_Mind7/status/1433764961025679403
[1] https://twitter.com/rendezmomotchi/status/1432739583213645826
[1] https://www.futura-sciences.com/sante/actualites/coronavirus-israel-pays-plus-vaccines-monde-presente-t-il-pires-taux-infection-93122/

Top URLs in Tweet in G6:
[4] https://dailycaller.com/2021/08/09/joe-rogan-says-dumb-stuff-coronavirus-vaccine-passports/
[3] https://ncr-iran.org/en/ncri-statements/the-coronavirus-death-toll-in-iran-exceeds-400000/
[3] https://english.mojahedin.org/i/iran-coronavirus-news-394900-deaths-20210830
[2] https://www.ncr-iran.org/en/ncri-statements/iran-coronavirus-death-toll-exceeds-397000/
[2] https://dailycaller.com/2021/09/01/urban-meyer-vaccination-status-coronavirus-roster-decisions-jaguars/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/watch?v=fz-odCKh2A4

[1] https://nymag.com/intelligencer/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[1] https://twitter.com/rob_sheridan/status/1432488050748116998
[1] https://www.nytimes.com/2021/08/28/health/coronavirus-schools-children.html
[1] https://www.wfla.com/community/health/coronavirus/bodies-stacked-to-the-ceiling-as-covid-19-surge-creates-backlog-at-florida-funeral-homes-crematories/amp/?__twitter_impression=true

Top URLs in Tweet in G7:
[18] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/corse-le-pass-sanitaire-suspendu-dans-les-centres-commerciaux_4758865.html
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/emmanuel-macron-rend-hommage-a-samuel-paty-et-montre-la-photo-de-mc-fly-et-carlito_4757563.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/le-pass-sanitaire-maintenu-par-la-justice-dans-les-centres-commerciaux-parisiens_4756335.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-astrazeneca-et-l-ue-mettent-fin-a-leur-contentieux-sur-la-livraison-de-vaccins_4758859.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/emmanuel-macron-n-exclut-pas-une-extension-du-pass-sanitaire-au-dela-du-15-novembre_4757613.html
[2] https://jeminformetv.com/2021/08/29/coronavirus-au-japon-suspension-de-la-vaccination-moderna-apres-plusieurs-deces/
[1] https://www.santepubliquefrance.fr/maladies-et-traumatismes/maladies-et-infections-respiratoires/infection-a-coronavirus/documents/bulletin-national/covid-19-point-epidemiologique-du-2-septembre-2021
[1] https://www.worldometers.info/coronavirus/country/israel
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-une-faille-informatique-rend-accessible-les-donnees-personnelles-de-milliers-de-personnes-testees_4755269.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/fuite-massive-de-resultats-de-tests-covid-19-c-est-un-rappel-a-tous-ceux-qui-creent-des-systemes-numeriques-alerte-un-expert-en-cybersecurite_4755897.html

Top URLs in Tweet in G8:
[47] https://trib.al/vzUEfW4
[2] https://www.washingtonpost.com/world/2021/09/01/britain-beer-shortage-coronavirus-brexit/?utm_source=twitter&utm_medium=acq-intl&utm_campaign=eng-local-world&utm_content=beersupply
[2] https://www.qld.gov.au/health/conditions/health-alerts/coronavirus-covid-19/current-status/contact-tracing
[1] https://wapo.st/3zyePiV
[1] https://wapo.st/3mVp6SY
[1] https://wapo.st/38sDppl
[1] https://www.health.qld.gov.au/covid-data
[1] https://www.9news.com.au/national/coronavirus-queensland-update-one-new-case-in-south-east-queensland-four-year-old-girl/18fe1dc4-99f1-4eeb-8f54-13b83203639e?ocid=Social-9News
[1] https://www.orlandosentinel.com/coronavirus/os-ne-coronavirus-orlando-veterans-affairs-opens-mobile-icu-surge-20210901-xdu4hjbrp5e7xhnapk4x4tt7xi-story.html
[1] https://www.news-press.com/story/news/coronavirus/2021/09/01/covid-19-florida-vaccinations-rising-amid-delta-variant-outbreak/5679887001/

Top URLs in Tweet in G9:
[4] https://apps.apple.com/us/app/bost-app/id1478516141?ls=1
[4] https://play.google.com/store/apps/details?id=com.boropost.application
[2] https://www.ndtv.com/kerala-news/kerala-coronavirus-cases-strategic-lockdown-to-curb-kerala-covid-surge-government-sources-2525844#pfrom=home-ndtv_topscroll
[2] https://www.atv.pe/noticia/covid-19-en-peru-personas-de-32-y-33-anos-se-podran-vacunar-en-la-7ma-vacunaton
[2] https://www.tv9marathi.com/maharashtra/maharashtra-corona-update-government-guidelines-for-international-travelers-to-india-rtpcr-test-mandatory-for-passengers-arriving-at-mumbai-airport-527182.html
[2] https://datapro.in
[2] https://www.radiosalta.com.ar/nota/2021-9-2-9-15-0-salta-reporto-145-nuevos-casos-de-coronavirus-y-3-fallecimientos
[2] https://tom-gillispie.blogspot.com/2021/08/anti-vax.html
[2] https://www.updatenews360.com/tamilnadu/in-nilgris-liquor-sold-at-tasmac-stores-only-after-vaccination-020921/
[2] https://www.ndtv.com/india-news/tamil-nadu-coronavirus-vaccination-how-tamil-nadu-is-vaccinating-its-young-population-2528431

Top URLs in Tweet in G10:
[16] http://www.msn.com/en-gb/sport/football/revealed-one-third-of-efl-footballers-have-no-plans-to-get-coronavirus-vaccine/ar-AANZt6Y?ocid=st
[2] https://www.ft.com/content/967f2266-9a1e-4a8f-ad9e-5cdc535165e0
[1] https://dailysceptic.org/2021/09/03/boris-seeks-to-renew-emergency-coronavirus-powers/
[1] https://twitter.com/politicsforali/status/1433711128366960658
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting#annex-1-vaccine-analysis-print

Top Domains
Top Domains in Tweet in Entire Graph:
[174] trib.al
[121] twitter.com
[111] ctvnews.ca
[88] reuters.com
[87] com.ar
[87] co.uk
[79] com.br
[77] newsdigest.jp
[74] apnews.com
[68] ourworldindata.org

Top Domains in Tweet in G1:
[43] twitter.com
[42] com.ar
[30] theguardian.com
[27] nhs.uk
[27] co.uk
[24] cnn.com
[22] washingtonpost.com
[19] gov.uk
[18] apnews.com
[17] com.br

Top Domains in Tweet in G2:
[50] trib.al
[17] weforum.org
[8] reuters.com
[8] abcn.ws
[4] com.my
[4] co.uk
[3] today.ng
[3] thenationalnews.com
[3] gov.uk
[2] arynews.tv

Top Domains in Tweet in G3:
[12] viveport.com
[9] ourworldindata.org
[7] latinus.us
[4] oneindia.com
[4] lopezdoriga.com
[3] com.au
[3] nytimes.com
[2] denvergazette.com
[2] com.mx
[1] newswise.com

Top Domains in Tweet in G4:
[6] cnn.it
[6] bloomberg.com
[2] econ.st
[1] philstar.com
[1] bit.ly
[1] org.uk
[1] economist.com
[1] go.com
[1] ctvnews.ca

Top Domains in Tweet in G5:
[2] twitter.com
[1] francetvinfo.fr
[1] lci.fr
[1] gov.au
[1] futura-sciences.com

Top Domains in Tweet in G6:
[6] dailycaller.com
[5] ncr-iran.org
[5] mojahedin.org
[3] twitter.com
[2] co.jp
[2] latimes.com
[2] bit.ly
[2] youtube.com
[1] nymag.com
[1] nytimes.com

Top Domains in Tweet in G7:
[35] francetvinfo.fr
[3] twitter.com
[3] jeminformetv.com
[2] news-medical.net
[1] santepubliquefrance.fr
[1] worldometers.info
[1] on.ca
[1] sortiraparis.com
[1] association-victimes-coronavirus-france.org
[1] francebleu.fr

Top Domains in Tweet in G8:
[47] trib.al
[3] wapo.st
[3] gov.au
[2] washingtonpost.com
[1] com.au
[1] orlandosentinel.com
[1] news-press.com
[1] cantonmercy.org
[1] healthline.com

Top Domains in Tweet in G9:
[6] aajtak.in
[4] ndtv.com
[4] updatenews360.com
[4] apple.com
[4] google.com
[3] com.ar
[3] twitter.com
[3] oneindia.com
[2] atv.pe
[2] amarujala.com

Top Domains in Tweet in G10:
[16] msn.com
[2] ft.com
[1] dailysceptic.org
[1] twitter.com
[1] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[963] coronavirus
[740] covid19
[137] covid
[106] nouvellecalédonie
[84] covid_19
[72] 新型コロナウイルス
[71] corona
[65] covidcausesinflation
[52] news
[47] breaking



Top Hashtags in Tweet in G1:
[267] coronavirus
[118] covid19
[68] covid
[48] corona
[40] news
[35] india
[33] usa
[32] breakingnews
[32] breaking
[32] politics

Top Hashtags in Tweet in G2:
[20] coronavirus
[9] nstnation
[8] covid19
[3] uae
[3] vaccination
[3] teachers
[2] tourism
[2] andinaenglish
[2] interstate
[2] breaking

Top Hashtags in Tweet in G3:
[29] covid19
[19] coronavirus
[12] ue4
[12] unrealengine
[12] indiedev
[12] gamer
[12] indiegamedev
[12] indiegames
[11] latinus
[5] informaciónparati

Top Hashtags in Tweet in G5:
[104] covid19
[100] nouvellecalédonie
[32] coronavirus
[29] mu
[2] delta
[2] pfizer
[1] vaccins
[1] colombie
[1] oms
[1] véran

Top Hashtags in Tweet in G6:
[20] iran
[19] coronavirus
[18] covid19
[9] helpiran
[6] واکسن_حق_مردم
[3] deltavariant
[3] muvariant
[3] congo
[3] mu
[2] covid

Top Hashtags in Tweet in G7:
[10] coronavirus
[9] passsanitaire
[2] covid19
[2] postvaxx
[2] covid
[2] propagande
[1] vaccinationobligatoire
[1] nouvellecalédonie
[1] ivermectine
[1] vaccin

Top Hashtags in Tweet in G8:
[7] alert
[2] covid19
[1] 9news
[1] coronavirus
[1] invermectin
[1] washingtonpost

Top Hashtags in Tweet in G9:
[63] coronavirus
[37] covid19
[16] factsvsmyths
[13] covidvislualizations
[13] coviddata
[13] smcanalytics
[13] covid_19
[6] tamilnadu
[5] atvnoticiasediciónmatinal
[5] newsalert

Top Hashtags in Tweet in G10:
[1] vaccinepassports
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3185] coronavirus
[1667] covid
[1105] 19
[959] #coronavirus
[734] #covid19
[582] vaccine
[526] cases
[505] क
[465] more
[389] people

Top Words in Tweet in G1:
[568] coronavirus
[320] covid
[267] #coronavirus
[220] 19
[116] #covid19
[107] vaccine
[99] क
[85] more
[85] cases
[84] people

Top Words in Tweet in G2:
[126] coronavirus
[80] covid
[58] abc
[48] 19
[47] health
[33] vaccines
[32] state
[32] texas
[29] long
[28] cases

Top Words in Tweet in G3:
[178] realidad
[116] covid
[113] 19
[98] méxico
[92] muertes
[91] lopezdoriga
[91] segundo
[89] pinche
[89] ayer
[89] mundo

Top Words in Tweet in G4:
[88] coronavirus
[62] covid
[58] 19
[56] cnn
[56] data
[52] business
[36] high
[33] three
[33] vaccine
[32] protection

Top Words in Tweet in G5:
[132] flash
[131] mediavenir
[104] contre
[104] #covid19
[101] vaccination
[100] devenir
[100] obligatoire
[100] tous
[100] majeurs
[100] #nouvellecalédonie

Top Words in Tweet in G6:
[64] coronavirus
[44] variant
[41] drericding
[40] mu
[35] monitoring
[33] mutations
[32] called
[32] potential
[32] evade
[32] immunity

Top Words in Tweet in G7:
[32] sont
[32] met
[29] franceinfo
[25] exponentielle
[25] vaccination
[24] virus
[24] pass
[24] sanitaire
[24] assocovid
[24] l'association

Top Words in Tweet in G8:
[79] washingtonpost
[59] coronavirus
[55] anti
[47] massive
[47] randomized
[47] study
[47] proof
[47] surgical
[47] masks
[47] limit

Top Words in Tweet in G9:
[159] क
[96] न
[94] र
[75] स
[63] #coronavirus
[62] ल
[60] म
[46] य
[43] covid
[42] coronavirus

Top Words in Tweet in G10:
[114] coronavirus
[77] act
[61] powers
[60] government
[52] uk
[40] months
[39] extend
[33] draconian
[31] emergency
[31] contains

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1053] covid,19
[156] 19,vaccine
[133] mediavenir,flash
[126] coronavirus,cases
[124] coronavirus,variant
[117] contra,coronavirus
[112] texas,republicans
[111] coronavirus,pandemic
[110] contre,#covid19
[108] tous,majeurs

Top Word Pairs in Tweet in G1:
[208] covid,19
[34] #covid,#coronavirus
[33] contra,coronavirus
[31] #covid19,#coronavirus
[31] #coronavirus,#india
[30] #imageindiamagazine,#இம
[30] #இம,ஜ
[30] ஜ,இந
[30] இந,த
[30] த,ய

Top Word Pairs in Tweet in G2:
[48] covid,19
[31] coronavirus,vaccines
[28] long,covid
[27] world,health
[25] vaccines,cut
[25] cut,risk
[25] risk,long
[25] covid,study
[25] study,finds
[24] bbcnews,coronavirus

Top Word Pairs in Tweet in G3:
[111] covid,19
[91] méxico,segundo
[89] realidad,pinche
[89] pinche,realidad
[89] realidad,ayer
[89] ayer,méxico
[89] segundo,muertes
[89] muertes,mundo
[89] mundo,covid
[88] lopezdoriga,realidad

Top Word Pairs in Tweet in G4:
[58] covid,19
[30] three,doses
[30] doses,covid
[30] 19,vaccine
[30] vaccine,needed
[30] needed,full
[30] full,protection
[30] protection,dr
[30] dr,anthony
[30] anthony,fauci

Top Word Pairs in Tweet in G5:
[129] mediavenir,flash
[104] contre,#covid19
[100] flash,vaccination
[100] vaccination,contre
[100] #covid19,devenir
[100] devenir,obligatoire
[100] obligatoire,tous
[100] tous,majeurs
[100] majeurs,#nouvellecalédonie
[98] #nouvellecalédonie,person

Top Word Pairs in Tweet in G6:
[38] coronavirus,variant
[35] monitoring,coronavirus
[32] variant,called
[32] called,mu
[32] mu,mutations
[32] mutations,potential
[32] potential,evade
[32] evade,immunity
[31] drericding,monitoring
[7] japan,confirmed

Top Word Pairs in Tweet in G7:
[24] pass,sanitaire
[24] l'association,met
[24] met,disposition
[24] disposition,courriers
[24] courriers,télécharger
[24] télécharger,pr
[24] pr,salariés
[24] salariés,privé
[24] privé,public
[24] public,refusant

Top Word Pairs in Tweet in G8:
[47] massive,randomized
[47] randomized,study
[47] study,proof
[47] proof,surgical
[47] surgical,masks
[47] masks,limit
[47] limit,coronavirus
[47] coronavirus,spread
[47] spread,authors
[46] washingtonpost,massive

Top Word Pairs in Tweet in G9:
[28] क,र
[21] र,न
[21] #covid19,#coronavirus
[20] स,क
[18] र,क
[16] coronavirus,#factsvsmyths
[16] र,ज
[15] क,स
[15] covid,19
[14] क,न

Top Word Pairs in Tweet in G10:
[76] coronavirus,act
[32] draconian,powers
[31] act,contains
[31] contains,draconian
[31] powers,introduced
[31] introduced,uk
[31] uk,thankfully
[31] thankfully,crisis
[31] crisis,point
[30] daviddavismp,coronavirus

Top Replied-To
Top Replied-To in Entire Graph:
@psoe
@docohm47
@essexpr
@cnn
@cest__carre
@cat_coronavirus
@us_fda
@adamgrimsley
@varimak
@timcast

Top Replied-To in G2:
@bimbedisergio
@trtman368888
@manish_2089
@este28100
@trumpeldor1

Top Replied-To in G4:
@cnn
@elienyc

Top Replied-To in G5:
@cest__carre
@mediavenir

Top Replied-To in G6:
@dailycaller
@4freedominiran
@mojahedineng

Top Replied-To in G8:
@washingtonpost
@ian_fraser
@unfunnyaidan
@iamthegregman

Top Replied-To in G9:
@kemenkesri
@foxnews
@nytimes
@mohfw_india

Top Replied-To in G10:
@ballouxfrancois

Top Mentioned
Top Mentioned in Entire Graph:
@mediavenir
@lopezdoriga
@washingtonpost
@tak53381102
@nytimes
@abc
@cnn
@lsferguson
@iescolar
@business

Top Mentioned in G1:
@noticiasde_
@nextbillion
@laprovinciabsas
@stw_ics
@cwpt_nhs
@denutrients
@anniehnet
@gt_law
@matenews
@betterknowyou

Top Mentioned in G2:
@abc
@bbcnews
@reuters
@wef
@thewire_in
@i24news_fr
@reutersafrica
@nst_online
@eternalenglish
@todayng

Top Mentioned in G3:
@lopezdoriga
@latinus_us
@beltrandelrio
@bakshiharsh55
@minesoh
@doctormacias
@doctormime
@eastsussexccg
@9newssyd
@thatstamil

Top Mentioned in G4:
@cnn
@business
@theeconomist
@ryanstruyk
@newday
@mentalhealth
@philippinestar
@abc
@washingtonpost
@meetjess

Top Mentioned in G5:
@mediavenir
@didiermaisto
@breizhou420
@corinnereverbel

Top Mentioned in G6:
@who
@drericding
@japantimes
@drtedros
@dailycaller
@latimes
@usabehfarsi
@unicef
@joepajak
@mostafame4

Top Mentioned in G7:
@franceinfo
@assocovid
@philippejeanpr1
@maya29854628
@niusmarco
@paulmaxit
@sars_cov_21
@louan07
@mediavenir
@tomsav67

Top Mentioned in G8:
@washingtonpost
@qldhealthnews
@9newsqueensland
@joerogan
@jukehorse50
@tomspeed420
@ian_fraser
@obi1inatree
@wackattack69
@segarrajs

Top Mentioned in G9:
@ndtv
@aajtak
@pti_news
@amarujalanews
@dainikbhaskar
@pmoindia
@mohfw_india
@adgpi
@northerncomd_ia
@whiteknight_ia

Top Mentioned in G10:
@daviddavismp
@toadmeister
@unitynewsnet
@garethicke
@martindaubney
@sailawayonblue
@berniespofforth
@mshopkins4

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@tomthunkitsmind
@mrdjones
@americanair
@rashidaldosari
@sunoticiero
@robinsnewswire
@zyiteblog
@alhanda

Top Tweeters in G1:
@robinsnewswire
@portaldiarioar
@tommybrain
@iacobellist
@pairsonnalitesa
@poandpo
@usrealitycheck
@deesbarbara
@stiripesurse_ro
@class987fm

Top Tweeters in G2:
@world_news_eng
@inquirerdotnet
@rajkshroff
@govkhan
@reuters
@coronaupdatebot
@fieryreddragon
@anakreontyk
@c3kenneth
@agencia_andina

Top Tweeters in G3:
@sisimomo2011
@corona_ssyt
@lopezdoriga
@thatstamil
@catyann0
@harvest57688777
@tooru_mihori
@ingare_rev
@9newssyd
@minesoh

Top Tweeters in G4:
@business
@philippinestar
@dokscho
@cnn
@adiscover
@cindygallop
@teawithray
@saultgirldonna
@libbystone2
@theeconomist

Top Tweeters in G5:
@diabolo741
@dede_alsace_68
@kevindav
@bernardsala
@ydahoydaho
@amourdemapatrie
@smash_ondeck
@cykrilus
@yabastamiguel
@_nebja

Top Tweeters in G6:
@chris_1791
@dailymirror
@blanketcrap
@thesun
@drmaggiesa
@latimes
@politico
@dailycaller
@voz_populi
@dian_supolo

Top Tweeters in G7:
@mariabadin18
@thalassa2008
@mazenod10
@mfennormandie
@franceinfo
@vaneay
@dufailly1
@myriamjerome
@lvassiliev
@pointelg

Top Tweeters in G8:
@avonan
@jomajority
@qldaah
@letsroc137
@planetscape
@washingtonpost
@guytaur
@mosesdiditbest
@sisterwriter
@syawal

Top Tweeters in G9:
@cnnnews18
@ndtv
@aajtak
@seetharamakota3
@indigo6e
@republic
@airnewsalerts
@ndtvfeed
@oneindiahindi
@amarujalanews

Top Tweeters in G10:
@tracyga20473477
@anonymous4835
@iwontcalmdown
@33freeme33
@drmand1
@juliahb1
@harryriedl
@jeanett49751382
@garethicke
@stuartshields75