COVID-19, Twitter, 10/12/2021 10:13:28 PM, 264401


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COVID-19_2021-10-12_00-00-01.xlsx
COVID-19_2021-10-12_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3v5Dnyk
@rwmalonemd
@michael13584052
@andyhollums
@dockaurg
@strikeoilnow
@who
@realcandaceo
@drericding
@tarey_a
@bsmartcrypto1

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#passsanitaire
#44475
#venezuela
#fanb
#44480

Description:
Description
The graph represents a network of 10,495 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 Tuesday, 12 October 2021 at 07:23 UTC.

The requested start date was Tuesday, 12 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 5-day, 0-hour, 4-minute period from Wednesday, 06 October 2021 at 12:13 UTC to Monday, 11 October 2021 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 : 10495
Unique Edges : 5362
Edges With Duplicates : 11892
Total Edges : 17254
Number of Edge Types : 5
Retweet : 5410
MentionsInRetweet : 6023
Mentions : 1878
Tweet : 3513
Replies to : 430
Self-Loops : 3563
Reciprocated Vertex Pair Ratio : 0.00690867981409371
Reciprocated Edge Ratio : 0.0137225548902196
Connected Components : 3292
Single-Vertex Connected Components : 1134
Maximum Vertices in a Connected Component : 928
Maximum Edges in a Connected Component : 1918
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.88523
Graph Density : 7.27837127919827E-05
Modularity : 0.542765
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,495 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 Tuesday, 12 October 2021 at 07:23 UTC.

The requested start date was Tuesday, 12 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 5-day, 0-hour, 4-minute period from Wednesday, 06 October 2021 at 12:13 UTC to Monday, 11 October 2021 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:
[32] https://timesofindia.indiatimes.com/india/over-94-crore-covid-19-vaccine-doses-administered-in-india-so-far/articleshow/86910680.cms
[28] 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
[19] https://covidnow.moh.gov.my/
[17] https://www.nichd.nih.gov/newsroom/news/083021-COVID-19-vaccination-menstruation
[14] https://www.theepochtimes.com/mkt_breakingnews/federal-judge-rules-against-natural-immunity-claim-challenging-covid-19-vaccine-mandate_4041544.html
[14] https://www.mentealternativa.com/acusan-a-pfizer-de-experimentar-con-bebes-huerfanos-para-probar-su-vacuna-covid-19/
[13] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[12] https://www.reuters.com/business/healthcare-pharmaceuticals/aurobindo-pharma-stop-molnupiravir-trial-moderate-covid-19-patients-2021-10-08/?taid=616033f1d5012e00018e1b26&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[11] https://nypost.com/2021/10/10/covid-19-breakthrough-cases-linked-to-smoking-marijuana-study-finds/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[11] https://rumble.com/vndh8i-covid-19-points-to-ponder-from-a-pathologists-perspective.html

Top URLs in Tweet in G1:
[5] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[5] https://www.poandpo.com/
[5] https://timesofindia.indiatimes.com/india/india-exports-covid-19-vaccine-doses-to-myanmar-nepal-bangladesh-iran/articleshow/86909125.cms?from=mdr
[5] https://www.netwerk24.com/netwerk24/nuus/covid-19/regstreeks-covid-19-inentings-steeks-19-miljoen-kerf-oor-20211011
[4] https://timesofindia.indiatimes.com/india/over-94-crore-covid-19-vaccine-doses-administered-in-india-so-far/articleshow/86910680.cms
[3] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827
[3] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-le-texte-rejete-en-commission-au
[3] https://www.zerohedge.com/covid-19/biden-doesnt-know-vaccinated-individuals-can-spread-covid
[3] https://news.sky.com/story/covid-19-jab-trial-participants-to-be-offered-approved-vaccine-doses-so-they-can-travel-abroad-12429057
[3] https://arstechnica.com/science/2021/10/prior-infection-vs-vaccination-why-everyone-should-get-a-covid-19-shot/

Top URLs in Tweet in G2:
[19] https://covidnow.moh.gov.my/
[5] https://www.astroawani.com/berita-malaysia/kes-harian-covid19-menunjukkan-trend-pemulihan-dr-noor-hisham-324822
[4] https://www.bernama.com/bm/am/news.php?id=2012536#.YWQkPn_NZHE.twitter
[3] http://kpjshoppe.com/catalog/rapid-test-kit
[2] https://www.hmetro.com.my/mutakhir/2021/10/763716/harga-kit-ujian-kendiri-covid-19-akan-diturunkan-lagi-metrotv
[2] https://asset.mkn.gov.my/web/wp-content/uploads/sites/3/2019/08/SOP-PELAN-PEMULIHAN-NEGARA-FASA-3-SARAWAK_GREEN-KEMASKINI-1-OKTOBER-2021-.pdf
[2] https://wa.link/xg75p6
[2] https://www.bernama.com/en/general/news.php?id=2011476#.YV_Qoeqh2jY.twitter
[2] https://www.bernama.com/bm/am/news.php?id=2008773#.YVVfKaJGVdU.twitter
[1] https://www.sinarharian.com.my/article/165660/BERITA/Nasional/Rentas-negeri-secara-haram-punca-kes-Covid-19-Perlis-melonjak?utm_source=Sinar+Harian&utm_medium=Sinar+Harian&utm_campaign=Rentas+negeri+secara+haram+punca+kes+Covid-19+Perlis+melonjak&fbclid=IwAR20WqrbyvzIYx2un908rcQV7ZwvokDrRZiT4xGRxIOz1SFookTPUtDCY_8

Top URLs in Tweet in G3:
[27] 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
[13] https://www.theepochtimes.com/mkt_breakingnews/federal-judge-rules-against-natural-immunity-claim-challenging-covid-19-vaccine-mandate_4041544.html
[9] https://rumble.com/vndh8i-covid-19-points-to-ponder-from-a-pathologists-perspective.html
[4] https://www.reuters.com/business/healthcare-pharmaceuticals/merck-drug-less-effective-against-moderate-covid-india-regulatory-source-2021-10-08/
[3] https://theexpose.uk/2021/10/06/uk-judge-orders-government-to-provide-evidence-in-court-that-justifies-covid-19-vaccination-of-children/
[3] https://theexpose.uk/2021/10/11/evidence-draconian-lockdowns-and-mass-covid-19-vaccination-has-failed-in-australia/
[3] https://www.reuters.com/world/europe/finland-pauses-use-moderna-covid-19-vaccine-young-men-2021-10-07/
[2] https://doctors4covidethics.org/expert-statement-regarding-the-use-of-moderna-covid-19-mrna-vaccine-in-children/
[2] https://news.yahoo.com/finland-pauses-moderna-covid-19-073018651.html
[2] https://www.news-medical.net/news/20210510/Research-suggests-Pfizer-BioNTech-COVID-19-vaccine-reprograms-innate-immune-responses.aspx

Top URLs in Tweet in G4:
[2] http://www.laradiodelsur.com.ve/onu-y-oms-avanzan-en-nuevas-estrategias-para-el-impulso-de-inmunizaciones-anti-covid-19/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fzodi.barinas.96
[1] https://fusernews.com/argentina-completa-el-50-de-la-poblacion-inmunizada-contra-covid-19/
[1] https://www.vtv.gob.ve/dia-574-venezuela-registra-nuevos-contagios-10102021/
[1] https://www.vtv.gob.ve/dia-571-venezuela-registra-nuevos-contagios-07102021/
[1] https://www.vtv.gob.ve/?p=423242
[1] https://cutt.ly/gE1ixlN
[1] https://cutt.ly/lEMPAsU
[1] https://redvolucion.net/2021/10/07/13-de-octubre-vacunacion-covid-embarazadas/
[1] https://redvolucion.net/2021/10/07/programacion-de-vacunacion-voluntaria-para-leon-y-chinandega/

Top URLs in Tweet in G5:
[4] https://paine.tv/pentagon-requires-covid-19-vaccinations-for-civilian-employees-by-nov-22/
[2] https://trib.al/3gnRrka
[2] https://paine.tv/warriors-andrew-wiggins-says-he-felt-forced-to-get-covid-19-vaccine-or-not-play/
[2] https://paine.tv/antibodies-persist-for-more-than-a-year-after-covid-19-infection-study-finds/
[1] https://trib.al/tgoRHjB
[1] https://on.mktw.net/3mM4vPl
[1] https://www.forbes.com/sites/siladityaray/2021/10/11/new-zealand-mandates-covid-19-vaccines-for-health-workers-teachers-as-it-continues-to-battle-delta-outbreak/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[1] https://www.theepochtimes.com/california-professor-suspended-after-suing-university-over-covid-19-vaccine-mandate_4037222.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/amazon-sued-by-warehouse-workers-over-covid-19-screening-pay_4037056.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://summit.news/2021/10/11/media-now-claims-that-double-jabbed-brits-who-have-bad-colds-are-actually-suffering-from-covid/

Top URLs in Tweet in G6:
[4] https://reinfocovid.fr/science/vaccination-plus-risquee-que-la-covid-19-pour-les-12-17-ans/
[2] https://www.lemonde.fr/planete/article/2021/10/11/covid-19-une-etude-francaise-confirme-l-efficacite-des-vaccins-sur-plus-de-22-millions-de-personnes_6097870_3244.html
[2] https://www.cnn.com/2021/10/06/health/pfizer-vaccine-waning-immunity/index.html
[2] https://amp.ouest-france.fr/sante/vaccin/covid-19-l-islande-suspend-l-usage-du-vaccin-moderna-a-cause-d-un-risque-d-inflammation-cardiaque-2a580240-2861-11ec-991c-dac596d5a249?__twitter_impression=true
[2] https://legrandreveil.co/2021/10/05/le-vaccine-death-report-du-dr-zelenko-enfin-traduit-en-francais/
[2] https://www.thegatewaypundit.com/2021/10/amazing-covid-19-cases-indonesia-plunge-government-authorizes-ivermectin-treatment/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[1] https://www.ouest-france.fr/pays-de-la-loire/saint-calais-72120/covid-19-cinq-residents-decedes-a-l-ehpad-de-saint-calais-le-bilan-s-alourdit-8ecbd792-2519-11ec-8e9f-c33cd54931fd
[1] https://www.ouest-france.fr/pays-de-la-loire/vendee/covid-19-trois-clusters-en-vendee-dont-deux-apres-des-thes-dansants-a965ff32-278b-11ec-a7ed-108a1ef62346
[1] https://threadreaderapp-com.translate.goog/thread/1447475708708601857.html?_x_tr_sl=auto&_x_tr_tl=fr&_x_tr_hl=fr&_x_tr_pto=nui

Top URLs in Tweet in G7:
[2] https://www.who.int/publications/m/item/2021-mid-year-report---who-strategic-action-against-covid-19
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-Post_COVID-19_condition-Clinical_case_definition-2021.1
[2] https://speakingofmedicine.plos.org/2021/10/05/living-with-covid-19-in-ecuador-a-building-blocks-perspective/
[1] https://buffalonews.com/news/local/refresh-takes-life-expectancy-fell-last-year-mostly-because-of-covid-19/article_74a8e580-2532-11ec-87d2-3b084d3c85eb.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect.html
[1] https://bit.ly/CDTVE
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[1] https://www.researchsquare.com/article/rs-940278/v1
[1] https://www.news-medical.net/news/20211008/mRNA-vaccination-associated-with-decreased-risk-of-COVID-19-infection-and-hospitalization-in-US-veterans.aspx
[1] https://news.yahoo.com/finland-pauses-moderna-covid-19-073018651.html

Top URLs in Tweet in G9:
[1] https://twitter.com/sajidjavid/status/1446170493493579782
[1] https://www.lemonde.fr/planete/article/2021/10/11/covid-19-une-etude-francaise-confirme-l-efficacite-des-vaccins-sur-plus-de-22-millions-de-personnes_6097870_3244.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[1] https://twitter.com/drnighatarif/status/1447447726631882754

Top URLs in Tweet in G10:
[2] https://apnews.com/article/coronavirus-pandemic-science-pandemics-covid-19-pandemic-race-and-ethnicity-72ab35ef81250e5007f5674d7e0af73d
[2] https://www.ctvnews.ca/world/freedom-day-sydney-reopens-as-australia-looks-to-live-with-covid-19-1.5618831?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6163f28e8f36b60001b8abc6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/world/texas-man-sentenced-to-15-months-in-prison-for-posting-covid-19-hoax-on-social-media-1.5612845?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=615d9347b735d700013c8add&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/majority-of-canadians-interested-in-receiving-a-covid-19-booster-shot-nanos-1.5613214?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=615fdae78f36b60001b813ff&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/majority-of-canadians-interested-in-receiving-a-covid-19-booster-shot-nanos-1.5613214?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=615f51877e3a7e000107ef57&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://arabic.cnn.com/health/video/2021/09/29/v111526-jason-arena-tiktok-wife-cancer-covid-19-hospital
[2] https://www.ctvnews.ca/politics/feds-make-vaccines-mandatory-for-public-servants-domestic-travellers-1.5612815
[1] https://www.ctvnews.ca/health/coronavirus/doctors-warn-of-possible-rise-of-debilitating-nervous-system-disorder-in-patients-with-long-covid-19-1.5615322
[1] https://www.moh.gov.sg/news-highlights/details/update-on-local-covid-19-situation_5_October_2021
[1] https://therecord.media/report-new-pcr-test-intelligence-around-wuhan-suggests-covid-19-was-virulent-earlier-than-thought/amp/?__twitter_impression=true

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[90] bit.ly
[57] reuters.com
[56] trib.al
[55] com.br
[51] theexpose.uk
[50] youtube.com
[45] theepochtimes.com
[44] co.uk
[42] zerohedge.com

Top Domains in Tweet in G1:
[48] twitter.com
[25] com.br
[15] youtube.com
[13] theepochtimes.com
[12] zerohedge.com
[12] cnn.com
[11] bit.ly
[11] gov.uk
[10] poandpo.com
[10] indiatimes.com

Top Domains in Tweet in G2:
[23] gov.my
[12] bernama.com
[10] com.my
[6] astroawani.com
[3] kpjshoppe.com
[3] twitter.com
[2] wa.link
[1] kpkesihatan.com
[1] gov.uk
[1] youtube.com

Top Domains in Tweet in G3:
[27] kdvr.com
[15] theepochtimes.com
[14] theexpose.uk
[9] rumble.com
[8] reuters.com
[4] zerohedge.com
[3] twitter.com
[2] doctors4covidethics.org
[2] nih.gov
[2] yahoo.com

Top Domains in Tweet in G4:
[4] gob.ve
[3] com.ve
[2] fusernews.com
[2] cutt.ly
[2] redvolucion.net
[1] facebook.com
[1] twitter.com

Top Domains in Tweet in G5:
[8] paine.tv
[3] trib.al
[3] summit.news
[2] theepochtimes.com
[1] mktw.net
[1] forbes.com
[1] vaccineimpact.com
[1] theexpose.uk

Top Domains in Tweet in G6:
[5] reinfocovid.fr
[4] ouest-france.fr
[3] cnn.com
[3] folkhalsomyndigheten.se
[3] lefigaro.fr
[2] lemonde.fr
[2] legrandreveil.co
[2] thegatewaypundit.com
[2] twitter.com
[1] translate.goog

Top Domains in Tweet in G7:
[5] who.int
[2] cdc.gov
[2] plos.org
[1] buffalonews.com
[1] bit.ly
[1] researchsquare.com
[1] news-medical.net
[1] yahoo.com
[1] folkhalsomyndigheten.se
[1] com.au

Top Domains in Tweet in G9:
[2] twitter.com
[1] lemonde.fr

Top Domains in Tweet in G10:
[12] ctvnews.ca
[6] trib.al
[3] cbc.ca
[2] apnews.com
[2] globalnews.ca
[2] cnn.com
[1] gov.sg
[1] therecord.media
[1] bit.ly
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[469] covid_19
[415] covid19
[142] covid
[74] coronavirus
[49] passsanitaire
[41] 44475
[40] venezuela
[38] fanb
[27] 44480
[27] vaccination



Top Hashtags in Tweet in G1:
[84] covid_19
[78] covid19
[32] coronavirus
[23] covid
[14] covidvislualizations
[14] coviddata
[14] smcanalytics
[11] demokratmeroket
[9] 10/6/2021 12:00:00 AM
[9] news

Top Hashtags in Tweet in G2:
[21] lindungdirilindungsemua
[21] menangbersama
[20] covid19
[14] keluargamalaysia
[7] kualalumpur
[7] jabatanpenerangan
[7] awaninews
[6] awani745
[6] mkn50
[5] komunikasikita

Top Hashtags in Tweet in G4:
[62] covid_19
[33] venezuela
[26] fanb
[21] granmisióntransportevenezuela
[21] covid
[20] 10/8/2021 12:00:00 AM
[17] buenasnoches
[17] laprevensióneslaclave
[17] buenastardes
[17] 10/6/2021 12:00:00 AM

Top Hashtags in Tweet in G5:
[7] amazon
[7] colorado
[7] covid19
[2] vaccinemandate
[1] naturalimmunity
[1] forbessmallbusiness

Top Hashtags in Tweet in G6:
[37] covid_19
[24] passsanitaire
[6] suede
[6] covid19
[4] vaccination
[2] usa
[1] rouletterusse

Top Hashtags in Tweet in G7:
[13] covid19
[3] covid_19
[2] coronavirus
[1] coronavirusupdates
[1] longcovid
[1] díamundialdelasaludmental
[1] worldmentalhealthday
[1] vaccination
[1] covid
[1] mrna

Top Hashtags in Tweet in G9:
[4] wearamask
[2] covid_19
[2] pregnancy
[2] covid
[1] bringbackmasks
[1] gps
[1] doctors
[1] nhs
[1] longcovid
[1] supportingmygp

Top Hashtags in Tweet in G10:
[12] covid19
[2] deltavariant
[1] longcovid
[1] skpoli
[1] cdnpoli
[1] covid19sk
[1] canada

Top Words
Top Words in Tweet in Entire Graph:
[6995] covid
[6669] 19
[755] vaccine
[549] contra
[496] people
[468] #covid_19
[445] 2021
[411] #covid19
[394] time
[374] vaccination

Top Words in Tweet in G1:
[1076] covid
[1008] 19
[131] î
[92] 2021
[84] #covid_19
[82] vaccine
[78] #covid19
[68] contra
[67] cases
[64] 10

Top Words in Tweet in G2:
[282] time
[241] covid
[235] 19
[169] telah
[153] khairykj
[145] terhadap
[143] laporan
[142] law
[141] educate
[141] engage

Top Words in Tweet in G3:
[257] covid
[235] 19
[204] rwmalonemd
[105] judge
[104] vaccination
[97] evidence
[97] court
[96] children
[94] government
[93] uk

Top Words in Tweet in G4:
[178] 19
[157] covid
[106] contra
[87] pueblo
[86] iaim_ve
[80] prevención
[63] clave
[62] #covid_19
[61] nicolasmaduro
[60] jornada

Top Words in Tweet in G5:
[85] realcandaceo
[84] war
[83] looking
[83] happening
[83] australia
[83] confidently
[83] world
[83] upon
[82] mid
[42] covid

Top Words in Tweet in G6:
[54] plus
[44] covid
[42] 19
[42] qu'il
[38] vaccin
[38] millions
[37] #covid_19
[36] cas
[35] n'y
[26] confirme

Top Words in Tweet in G7:
[32] covid
[31] 19
[13] #covid19
[12] pregnant
[8] against
[7] plan
[7] vaccinated
[6] cdcgov
[6] vaccine
[6] possible

Top Words in Tweet in G8:
[104] drug
[96] covid
[96] 19
[88] jail
[52] huge
[52] problem
[52] merck
[52] developed
[52] million
[52] government

Top Words in Tweet in G9:
[110] covid
[82] 19
[69] jujuliagrace
[66] numbers
[50] huge
[50] hundreds
[45] people
[34] expressing
[34] concern
[34] long

Top Words in Tweet in G10:
[64] ø
[54] covid
[54] 19
[44] ù
[34] drericding
[21] against
[21] ap
[20] orphaned
[19] wuhan
[19] suggesting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6391] covid,19
[439] contra,covid
[423] 19,vaccine
[214] 19,vaccination
[176] 19,pandemic
[173] î,î
[166] against,covid
[147] àª,àª
[141] time,educate
[141] educate,engage

Top Word Pairs in Tweet in G1:
[985] covid,19
[97] î,î
[65] contra,covid
[53] 19,vaccine
[45] 19,pandemic
[19] 19,vaccination
[18] #coronavirus,#covid_19
[18] ø,ù
[18] mental,health
[17] 19,cases

Top Word Pairs in Tweet in G2:
[233] covid,19
[141] time,educate
[141] educate,engage
[141] engage,time
[141] time,enforce
[141] enforce,law
[141] law,saya
[141] saya,telah
[141] telah,minta
[141] minta,laporan

Top Word Pairs in Tweet in G3:
[227] covid,19
[100] 19,vaccination
[92] uk,judge
[92] judge,orders
[92] orders,government
[92] government,provide
[92] provide,evidence
[92] evidence,court
[92] court,justifies
[92] justifies,covid

Top Word Pairs in Tweet in G4:
[157] covid,19
[76] contra,covid
[58] pueblo,venezolano
[44] prevención,clave
[43] simulacro,electoral
[42] luego,finalizada
[42] finalizada,jornada
[42] jornada,simulacro
[42] electoral,envío
[42] envío,acostumbrado

Top Word Pairs in Tweet in G5:
[83] looking,happening
[83] happening,australia
[83] australia,confidently
[83] confidently,world
[83] world,war
[83] war,upon
[82] realcandaceo,looking
[82] upon,mid
[40] covid,19
[8] 19,vaccine

Top Word Pairs in Tweet in G6:
[39] covid,19
[22] millions,personnes
[21] étude,française
[21] plus,22
[21] 22,millions
[21] fait,#passsanitaire
[21] #passsanitaire,soit
[21] soit,maintenu
[21] maintenu,alors
[21] alors,qu'il

Top Word Pairs in Tweet in G7:
[31] covid,19
[6] vaccinated,against
[6] salud,mental
[4] against,covid
[4] urgent,pregnant
[4] pregnant,recently
[4] recently,pregnant
[4] pregnant,plan
[4] plan,pregnant
[4] pregnant,vaccinated

Top Word Pairs in Tweet in G8:
[52] huge,problem
[52] problem,merck
[52] merck,developed
[52] developed,covid
[52] covid,drug
[52] drug,19
[52] 19,million
[52] million,government
[52] government,funding
[52] funding,drug

Top Word Pairs in Tweet in G9:
[76] covid,19
[34] expressing,concern
[34] long,covid
[33] dear,sajid
[33] sajid,javid
[33] javid,expressing
[33] concern,long
[33] covid,numbers
[33] numbers,ignoring
[33] ignoring,huge

Top Word Pairs in Tweet in G10:
[53] covid,19
[34] ø,ø
[26] ø,ù
[24] ù,ø
[20] against,covid
[18] ªvery,strangeâ
[18] strangeâ,wuhan
[18] wuhan,started
[18] started,mass
[18] mass,purchasing

Top Replied-To
Top Replied-To in Entire Graph:
@rwmalonemd
@haskologlu
@foxnews
@jpenerangan
@bmg_bund
@josevrangela
@cspanwj
@washingtonpost
@kemensosri
@khairykj

Top Replied-To in G1:

Top Replied-To in G2:
@jpenerangan
@khairykj
@ismailsabri60

Top Replied-To in G3:
@rwmalonemd
@buzzhollandermd
@johnpeart1
@ghaweb
@wolnyijuz
@rfsquared
@bkg8830

Top Replied-To in G4:
@nicolasmaduro
@mippcivzla
@presidencialven
@luis_bonilla_m
@elarcangeljhon

Top Replied-To in G5:
@kryptickamikaze
@mama_pause
@hugodejonge
@professorpongo

Top Replied-To in G6:
@nassimahdindar
@medic4allhuman
@catturd2
@disclosetv

Top Replied-To in G7:
@tony_vandongen
@matthancock
@lopezobrador_
@nowsgood320

Top Replied-To in G10:
@alinouriphd

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@khairykj
@realcandaceo
@jujuliagrace
@iaim_ve
@nicolasmaduro
@lindyli
@careflokitoken
@dghisham
@macfarlanenews

Top Mentioned in G1:
@hiremaidea
@le_general_off_
@cmdtepfpro
@oldmomster
@cmdteptosan
@kceelake
@microsave

Top Mentioned in G2:
@khairykj
@dghisham
@kkmputrajaya
@jpenerangan
@jkjavmy
@bernamadotcom
@japensarawak
@501awani
@annuarmusa
@zahidizainui

Top Mentioned in G3:
@rwmalonemd
@sambraslow
@andrewbostom
@expecte02304588
@idonotconsent6
@rfsquared
@drobertalacerda
@covid19crusher
@edwinrankin
@ssr57

Top Mentioned in G4:
@iaim_ve
@nicolasmaduro
@habreumrt
@libertad003
@dhernandezlarez
@prensacmdtegral
@gbcmdte21gnb
@gnb_tachira
@chavistaganadr
@vladimirpadrino

Top Mentioned in G5:
@realcandaceo
@forbes
@prisonplanet
@epochtimes
@marketwatch
@thomas1774paine
@ucirvine
@justlaelisa17
@bentkees
@hugodejonge

Top Mentioned in G6:
@fcouilbault1
@p_duval
@medic4allhuman
@corinnereverbel
@le_figaro
@yvespdb
@fquedeville
@disclosetv
@smackenziekerr
@gatewaypundit

Top Mentioned in G7:
@who
@cdcgov
@erictopol
@ourworldindata
@drtedros
@lopezobrador_
@maxcroser
@deptvetaffairs
@dlm_asistencia
@geiselmed

Top Mentioned in G8:
@lindyli
@macfarlanenews

Top Mentioned in G9:
@jujuliagrace
@reicherstephen
@everydoctoruk
@geordie_nurse
@theda_uk
@bnar

Top Mentioned in G10:
@drericding
@ap
@ctvnews
@cbcnews
@melissainjax
@globalnews
@morris5021
@alinouriphd
@iowapublicradio
@macfarlanenews

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@animalsholbox
@el_cooperante
@contrapuntovzla
@ptjasamarga
@sunoticiero
@opsiin

Top Tweeters in G1:
@contrapuntovzla
@ptjasamarga
@opsiin
@berkleybearnews
@okezonenews
@zyiteblog
@afropages
@portaldiarioar
@noticias24
@liputan6dotcom

Top Tweeters in G2:
@akmalarif90
@q1_3_1q
@501awani
@bernamadotcom
@carahhhhhhhhh
@ashrafariff
@do_sarang
@hxnxid
@hmetromy
@ahmnorman

Top Tweeters in G3:
@palomastovall
@pedsscrub
@joke2power
@jeremy_hume
@louiedadawg
@mr_sandtoes
@ssr57
@ladyrosmarino
@borrelligerlach
@liszewsk

Top Tweeters in G4:
@vtvcanal8
@laradiodelsur
@memaemma53
@patriotacombate
@luibustilloso
@jcy126kerubin
@carlosyyyace
@gloriamaria057
@enferguilliani
@mippcivzla

Top Tweeters in G5:
@coronaupdatebot
@marketwatch
@forbes
@ayeemami001
@vannschaffner
@epochtimes
@adarpe
@thomas1774paine
@redhatchristy
@mystaraccess

Top Tweeters in G6:
@le_figaro
@fleur2108
@yvespdb
@levyloiseau
@pierre_1er
@moussya
@minoss_
@porcinettelouis
@urbany73
@micky91

Top Tweeters in G7:
@estigiaed
@ygjumi
@rob_kimbell
@thebuffalonews
@lifenewshq
@mott_mason
@therealstranded
@margieblondon
@jeremymallin
@michael13584052

Top Tweeters in G8:
@joanisparkles
@billieo2
@themusecompels
@bozzione
@terri2cat
@jwhallin
@segmentis
@theshugmovement
@dragonfly34343
@raehanbobby

Top Tweeters in G9:
@xraypat
@heather63262308
@davieboy0906
@paolimichele
@rositastef
@chrismaslanka
@jessicahol
@lorelei_174
@austchloe
@skhowden

Top Tweeters in G10:
@grannynannynews
@johnnydee62
@mini_bubbly
@rhapsodynbloom
@potenspuella
@ap
@ctvnews
@mandykilpatric4
@globalnews
@cbcnews