COVID, Twitter, 8/12/2022 7:07:25 PM, 279914


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COVID_2022-08-12_00-42-59.xlsx
COVID_2022-08-12_00-42-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2022
Short Description:
COVID via NodeXL https://bit.ly/3zUUQMP
@youarelobbylud
@meetjess
@biffandfinn
@augersmonster
@ozraeliavi
@amapresident
@ct_degroot
@vicausmidwife
@janespeysdogs
@albomp

Top hashtags:
#covid
#covid19
#prevención
#11ago
#longcovid
#covid_19
#venezuelaendesarrollo

Description:
Description
The graph represents a network of 10,849 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 August 2022 at 07:53 UTC.

The requested start date was Friday, 12 August 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, 4-minute period from Tuesday, 09 August 2022 at 12:15 UTC to Thursday, 11 August 2022 at 12:19 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 : 10849
Unique Edges : 5875
Edges With Duplicates : 11646
Total Edges : 17521
Number of Edge Types : 5
Retweet : 5351
MentionsInRetweet : 6199
Tweet : 2561
Replies to : 1335
Mentions : 2075
Self-Loops : 2595
Reciprocated Vertex Pair Ratio : 0.00476190476190476
Reciprocated Edge Ratio : 0.00947867298578199
Connected Components : 2846
Single-Vertex Connected Components : 781
Maximum Vertices in a Connected Component : 788
Maximum Edges in a Connected Component : 1640
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 9.892573
Graph Density : 7.70923927303497E-05
Modularity : 0.574524
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 10,849 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 August 2022 at 07:53 UTC.

The requested start date was Friday, 12 August 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, 4-minute period from Tuesday, 09 August 2022 at 12:15 UTC to Thursday, 11 August 2022 at 12:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://dailysceptic.org/2022/08/10/excess-non-covid-deaths-top-12500-in-14-weeks-as-oxford-professor-joins-call-for-government-to-investigate-alarming-trend/
[16] https://medicospelavidacovid19.com.br/noticias/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-profilaxia-da-covid-19/
[12] https://www.covidhub.ch/
[12] https://www.covidhub.ch/vaccins-covid-la-desillusion-apparait-au-grand-jour/
[10] https://www.bloomberg.com/tosv2.html?vid=&uuid=273f0da6-164f-11ed-887c-5572456a5a47&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNS9jb3ZpZC1pbi1zY2hvb2xzLW1hc2tzLXNob3RzLWhlbHBlZC1wcm90ZWN0LWNvbGxlZ2Utc3R1ZGVudHMtZnJvbS1pbmZlY3Rpb24=
[9] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[9] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/kenkou_iryou/dengue_fever_qa_00018.html#Q6-1
[9] https://fr.news.yahoo.com/apres-covid-nouveau-virus-detecte-chine-35-personnes-infectees-134128067.html
[8] https://rumble.com/vbcicr-catholic-priest-in-rome-exposes-covid-scamdemic-and-freemasonry.html
[8] https://www.berliner-zeitung.de/news/corona-warn-app-impfstatus-wird-an-farbe-erkennbar-sein-karl-lauterbach-impfung-infektionsschutzgesetz-li.255036

Top URLs in Tweet in G1:
[8] https://www.casaitaliaradio.com/
[2] https://twitter.com/elmundoes/status/1556966736825663488
[2] https://fortune.com/well/2022/08/10/long-covid-impacting-black-americans/
[2] https://www.gov.uk/foreign-travel-advice/papua-new-guinea
[2] https://www.cnn.com/2022/08/10/health/covid-plateau-uncertainty/index.html
[2] https://www.marketwatch.com/story/google-search-suffers-rare-but-brief-outage-monday-night-11660014347
[2] https://tradeforprofit.net/2022/08/head-of-the-lancets-covid-19-investigation-is-convinced-it-came-out-of-a-lab/
[2] https://www.washingtonpost.com/lifestyle/2022/08/09/ashton-kutcher-vasculitis-symptoms-covid/
[2] https://hellenicrevenge.blogspot.com/2022/08/covid-19.html?spref=tw
[2] https://www.reuters.com/world/asia-pacific/nkoreas-kim-declares-victory-battle-against-covid-19-kcna-2022-08-10/

Top URLs in Tweet in G2:
[8] https://www.vtv.gob.ve/dia-876-lucha-covid-08082022-2/
[5] https://www.vtv.gob.ve/dia-878-lucha-covid-10082022/
[4] https://venezuela-news.com/dia-878-pandemia-venezuela-328-nuevos-casos-y-2-fallecimientos-covid-19/
[3] https://venezuela-news.com/dia-877-pandemia-venezuela-246-nuevos-contagios-covid-19/
[2] https://www.youtube.com/watch?v=3d1QunzA51Q&feature=youtu.be

[2] https://www.bancaynegocios.com/venezuela-registro-328-nuevos-contagios-y-dos-fallecidos-por-covid-19-en-24-horas/
[2] https://www.mincyt.gob.ve/investigadora-llama-a-no-bajar-la-guardia-contra-la-covid-19-ante-nuevos-casos-positivos/
[2] https://www.laiguana.tv/articulos/1071264-venezuela-246-casos-covid-19/
[1] https://www.dailymotion.com/video/x8cxpbj
[1] https://www.vtv.gob.ve/dia-877-lucha-covid-09082022/

Top URLs in Tweet in G4:
[12] https://www.covidhub.ch/
[12] https://www.covidhub.ch/vaccins-covid-la-desillusion-apparait-au-grand-jour/
[4] https://cogiito.com/a-la-une/comment-desintoxifier-la-proteine-spike-apres-un-covid-ou-un-vaccin-covid/
[4] https://www.covidhub.ch/effets-graves-des-vaccins-covid-lheure-de-verite/
[1] https://twitter.com/BernieSpofforth/status/1557629678420393984
[1] https://www.dailymail.co.uk/tvshowbiz/article-11089043/Shaun-Ryder-admits-fears-Covid-booster-jab-triggered-borther-Pauls-sudden-death.html
[1] https://twitter.com/CTVNews/status/1557148761582960641
[1] https://twitter.com/_samedi_/status/1557456873841909761
[1] https://fr.news.yahoo.com/apres-covid-nouveau-virus-detecte-chine-35-personnes-infectees-134128067.html
[1] https://www.berliner-zeitung.de/news/corona-warn-app-impfstatus-wird-an-farbe-erkennbar-sein-karl-lauterbach-impfung-infektionsschutzgesetz-li.255036

Top URLs in Tweet in G5:
[6] https://medicospelavidacovid19.com.br/noticias/estudo-de-harvard-comprova-eficacia-da-hidroxicloroquina-para-profilaxia-da-covid-19/
[4] https://www.cureus.com/articles/110419-catecholamines-are-the-key-trigger-of-covid-19-mrna-vaccine-induced-myocarditis-a-compelling-hypothesis-supported-by-epidemiological-anatomopathological-molecular-and-physiological-findings
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10654-022-00891-4
[1] https://www.researchsquare.com/article/rs-1749502/v1
[1] https://www.aflegal.org/news/afl-files-foia-request-to-uncover-the-facts-about-the-governments-suppression-of-hydroxychloroquine-treatment-for-covid-19
[1] https://medicospelavidacovid19.com.br/noticias/assassinato-em-massa-verdade-sobre-a-pandemia-comeca-a-ser-registrada-na-literatura-cientifica/
[1] https://www.news-medical.net/news/20220325/Study-finds-methylene-blue-is-a-low-micromolar-inhibitor-of-the-the-SARS-CoV-2-spike-protein-and-ACE2-interaction.aspx

Top URLs in Tweet in G6:
[8] https://www.bloomberg.com/tosv2.html?vid=&uuid=273f0da6-164f-11ed-887c-5572456a5a47&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNS9jb3ZpZC1pbi1zY2hvb2xzLW1hc2tzLXNob3RzLWhlbHBlZC1wcm90ZWN0LWNvbGxlZ2Utc3R1ZGVudHMtZnJvbS1pbmZlY3Rpb24=
[3] https://daft.ie/
[2] https://gov.uk/
[1] https://www.federalreserve.gov/econres/notes/feds-notes/long-covid-cognitive-impairment-and-the-stalled-decline-in-disability-rates-20220805.htm
[1] https://www.webmd.com/lung/news/20220810/long-covids-grip-will-likely-tighten-as-infections-continue
[1] https://www.newscientist.com/article/2328799-what-we-know-so-far-about-how-covid-19-affects-sperm/
[1] https://acnr.co.uk/articles/the-adapted-autonomic-profile-aap-home-based-test-for-the-evaluation-of-neuro-cardiovascular-autonomic-dysfunction/
[1] https://twitter.com/EpiEllie/status/1557399498737029122
[1] https://www.stonybrookmedicine.edu/advancedspecialtycare/post_COVID_clinic
[1] https://www.gofundme.com/f/fortinu-covid-recovery-expenses

Top URLs in Tweet in G7:
[1] https://praza.gal/acontece/o-53-das-509-mortes-en-residencias-nos-primeiros-9-meses-da-covid-foron-en-centros-de-domusvi-ou-fundacion-san-rosendo

Top URLs in Tweet in G8:
[3] https://thecountersignal.com/germany-unveils-china-inspired-covid-app/
[1] https://www.extremelyamerican.com/post/cdc-walensky-intentionally-covered-up-the-link-between-the-covid-vaccine-heart-inflammation
[1] https://www.sst.dk/da/corona/vaccination
[1] https://www.ntd.com/multiple-scientists-join-lawsuit-against-biden-administrations-alleged-social-media-censorship-on-covid-19_820957.html
[1] https://fism.tv/prominent-scientists-doctors-sue-biden-admin-over-covid-censorship/
[1] https://www.rebelnews.com/jacinda_ardern_unravelling_as_new_zealand_pm_s_popularity_tanks
[1] https://twitter.com/9newsperth/status/1556603941420498944
[1] https://www.westernstandard.news/news/exclusive-sask-social-workers-vaccinating-foster-kids-for-covid-without-permission/article_4ea63f12-17fe-11ed-9bb7-e767e80fd07e.html
[1] https://www.blacklocks.ca/covid-sunshine-club-up-66/
[1] https://edition.cnn.com/2022/08/07/sport/australia-commonwealth-games-cricket-covid-intl-hnk/index.html

Top URLs in Tweet in G9:
[14] https://dailysceptic.org/2022/08/10/excess-non-covid-deaths-top-12500-in-14-weeks-as-oxford-professor-joins-call-for-government-to-investigate-alarming-trend/
[1] https://www.msn.com/en-gb/travel/news/covid-face-masks-devastating-bird-populations-all-over-the-world/ar-AA10lCX4
[1] https://dailysceptic.org/2022/08/11/denmark-ends-vaccination-for-under-50s-as-it-shifts-to-treating-covid-like-flu/
[1] https://dailysceptic.org/2022/04/24/covid-vaccines-increase-risk-of-severe-heart-inflammation-up-to-120-fold-major-study-finds/
[1] https://dailysceptic.org/2022/08/10/how-many-lives-did-the-vaccines-save-and-how-many-did-they-end/
[1] https://twitter.com/staceyabrams/status/1557373585320206337
[1] https://twitter.com/VPrasadMDMPH/status/1557353760225169414
[1] https://www.wsj.com/articles/covid-vaccine-mandates-heighten-school-inequity-children-education-virus-pandemic-booster-public-health-students-11659992066?reflink=desktopwebshare_permalink&st=zlei2he3yqpsgje
[1] https://www.andrewbostom.org/2022/08/time-for-a-myopericarditis-induced-moratorium-on-covid-19-vaccination-in-healthy-children-2-3-of-thai-adolescent-schoolchildren-3-5-of-males-followed-serially-after-covid-19-mrna-vaccination-develo/
[1] https://expose-news.com/2022/08/09/mortality-rates-lowest-among-unvacinated/

Top URLs in Tweet in G10:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41577-022-00762-9
[1] https://www.bloomberg.com/news/articles/2022-08-11/striking-drop-in-stress-hormone-predicts-long-covid-in-study
[1] https://gut.bmj.com/cgi/content/short/gutjnl-2022-328319v1
[1] https://www.abc.net.au/news/2022-08-11/long-covid-and-chronic-fatigue-syndrome-pathology-overlap/101318522
[1] https://www.health.gov.au/health-alerts/covid-19/case-numbers-and-statistics
[1] https://www.politico.com/news/2022/06/29/florida-surgeon-general-childhood-vaccine-delays-00043237
[1] https://twitter.com/jaunggyi/status/1556804408545009664
[1] https://www.washingtonpost.com/health/2020/04/24/strokes-coronavirus-young-patients/#click=https://t.co/LINdQhi1aR
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41551-022-00919-w
[1] https://www.pnas.org/doi/10.1073/pnas.2201541119

Top Domains
Top Domains in Tweet in Entire Graph:
[271] twitter.com
[49] co.uk
[39] com.br
[34] youtube.com
[29] covidhub.ch
[26] lg.jp
[25] reuters.com
[23] go.jp
[20] dailysceptic.org
[20] bit.ly

Top Domains in Tweet in G1:
[101] twitter.com
[8] com.br
[8] casaitaliaradio.com
[7] co.uk
[5] reuters.com
[5] youtube.com
[4] cnn.com
[3] marketwatch.com
[3] grandesmedios.com
[3] fortune.com

Top Domains in Tweet in G2:
[16] gob.ve
[7] venezuela-news.com
[4] youtube.com
[2] bancaynegocios.com
[2] laiguana.tv
[1] dailymotion.com

Top Domains in Tweet in G4:
[28] covidhub.ch
[4] cogiito.com
[3] twitter.com
[1] co.uk
[1] yahoo.com
[1] berliner-zeitung.de
[1] lecourrierdesstrateges.fr
[1] newspunch.com
[1] gov.uk
[1] vigiaccess.org

Top Domains in Tweet in G5:
[7] com.br
[4] cureus.com
[1] springer.com
[1] researchsquare.com
[1] aflegal.org
[1] news-medical.net

Top Domains in Tweet in G6:
[8] bloomberg.com
[3] twitter.com
[3] daft.ie
[2] gov.uk
[2] co.uk
[1] federalreserve.gov
[1] webmd.com
[1] newscientist.com
[1] stonybrookmedicine.edu
[1] gofundme.com

Top Domains in Tweet in G7:
[1] praza.gal

Top Domains in Tweet in G8:
[3] thecountersignal.com
[2] twitter.com
[1] extremelyamerican.com
[1] sst.dk
[1] ntd.com
[1] fism.tv
[1] rebelnews.com
[1] westernstandard.news
[1] blacklocks.ca
[1] cnn.com

Top Domains in Tweet in G9:
[17] dailysceptic.org
[2] twitter.com
[1] msn.com
[1] wsj.com
[1] andrewbostom.org
[1] expose-news.com
[1] reuters.com

Top Domains in Tweet in G10:
[4] nature.com
[2] twitter.com
[1] bloomberg.com
[1] bmj.com
[1] net.au
[1] gov.au
[1] politico.com
[1] washingtonpost.com
[1] pnas.org
[1] fastcompany.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[243] covid
[139] covid19
[127] prevención
[109] 11ago
[57] longcovid
[57] covid_19
[50] venezuelaendesarrollo
[49] ワクチン中止を求めます
[45] alrescatedenuestrosbienes
[36] pfizer



Top Hashtags in Tweet in G1:
[33] covid
[14] covid_19
[14] covid19
[10] news
[8] casaitaliaradio
[8] webradio
[8] radio
[8] casa
[8] home
[8] design

Top Hashtags in Tweet in G2:
[124] prevención
[108] 11ago
[50] venezuelaendesarrollo
[42] alrescatedenuestrosbienes
[19] 10ago
[18] 09ago
[17] gaescol
[16] envideo
[16] granmarchasocialista
[8] 9ago

Top Hashtags in Tweet in G4:
[24] pfizer
[23] macron
[10] covid19
[5] danemark
[2] langya
[2] covid_19
[2] oms
[1] passénergétique
[1] valneva
[1] ue

Top Hashtags in Tweet in G6:
[5] covid19
[5] sarscov2
[4] coronavirus
[4] longcovid
[3] covidisairborne
[2] loosewomen
[2] neverforget
[1] shameful
[1] fortinu
[1] covid

Top Hashtags in Tweet in G7:
[23] noolvidamos
[1] transparencia

Top Hashtags in Tweet in G8:
[1] investigatethecdc
[1] investigatethenih
[1] 9news
[1] cdnpoli
[1] information
[1] vaccine
[1] children

Top Hashtags in Tweet in G9:
[2] covid
[2] covid19
[1] corona
[1] coronavirus

Top Hashtags in Tweet in G10:
[9] longcovid
[4] mecfs
[2] covid
[2] cleanair
[1] cva
[1] hepa
[1] covidisairborne

Top Words
Top Words in Tweet in Entire Graph:
[7256] covid
[1804] 19
[496] people
[476] น
[430] long
[369] more
[358] vaccine
[327] ก
[309] días
[252] health

Top Words in Tweet in G1:
[762] covid
[201] 19
[37] still
[37] people
[36] 2022
[32] #covid
[31] time
[28] 10
[26] more
[25] one

Top Words in Tweet in G2:
[349] covid
[312] 19
[131] contra
[124] #prevención
[123] vtvcanal8
[108] #11ago
[71] propagación
[66] mascarilla
[66] vacunación
[65] venezuela

Top Words in Tweet in G3:
[300] ก
[295] น
[195] beautydiarynews
[101] นอนไม
[101] ถ
[100] covid
[100] ำชาโพสต
[100] ig
[100] งอาการหล
[100] งต

Top Words in Tweet in G4:
[163] covid
[65] vaccins
[57] f_philippot
[36] yvespdb
[35] cet
[32] automne
[32] allemagne
[31] vaccination
[26] ils
[26] dit

Top Words in Tweet in G5:
[123] covid
[101] 19
[79] harvard
[77] comprova
[76] em
[69] flaviocadegiani
[68] mrna
[54] eficácia
[54] estudo
[52] hidroxicloroquina

Top Words in Tweet in G6:
[168] covid
[26] deaths
[24] long
[18] child
[18] 19
[18] staff
[16] meetjess
[16] schools
[16] shortages
[15] england

Top Words in Tweet in G7:
[220] hoy
[220] días
[198] manuelrico
[146] hospital
[140] gobierno
[138] ayuso
[137] residentes
[136] aprobó
[136] protocolo
[136] impedía

Top Words in Tweet in G8:
[113] covid
[37] bombshell
[31] under
[29] ozraeliavi
[28] 18s
[26] denmark
[26] stopping
[25] government
[24] media
[23] number

Top Words in Tweet in G9:
[94] covid
[79] more
[42] vaccine
[39] many
[39] children
[38] heart
[38] called
[36] martymakary
[36] studies
[36] revealing

Top Words in Tweet in G10:
[118] covid
[69] live
[66] learning
[35] enhanced
[35] air
[34] masks
[33] ct_degroot
[33] meant
[33] basic
[33] precautions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1752] covid,19
[329] long,covid
[212] contra,covid
[194] manuelrico,hoy
[179] covid,vaccine
[136] días,gobierno
[136] gobierno,ayuso
[136] ayuso,aprobó
[136] aprobó,protocolo
[136] protocolo,impedía

Top Word Pairs in Tweet in G1:
[196] covid,19
[18] contra,covid
[16] long,covid
[14] positive,covid
[13] during,covid
[13] kim,jong
[11] covid,vaccines
[10] covid,test
[8] 19,pandemic
[8] first,time

Top Word Pairs in Tweet in G2:
[312] covid,19
[127] contra,covid
[87] vtvcanal8,#prevención
[60] #prevención,conoce
[60] buenos,días
[49] 19,venezuela
[45] prevención,clave
[45] clave,contra
[45] evita,propagación
[43] nuevos,contagios

Top Word Pairs in Tweet in G3:
[100] น,ำชาโพสต
[100] ำชาโพสต,ig
[100] ig,ถ
[100] ถ,งอาการหล
[100] งอาการหล,งต
[100] งต,ดโคว
[100] ดโคว,ดมาซ
[100] ดมาซ,กพ
[100] กพ,ก
[100] ก,แต

Top Word Pairs in Tweet in G4:
[33] vaccins,covid
[32] cet,automne
[29] f_philippot,allemagne
[25] ses,vaccins
[24] l'honneur,d'une
[23] monstrueux,bénéfices
[23] bénéfices,ses
[23] vaccins,contestens
[23] contestens,#pfizer
[23] #pfizer,acheté

Top Word Pairs in Tweet in G5:
[101] covid,19
[68] 19,mrna
[48] estudos,randomizados
[48] duplo,cego
[47] harvard,comprova
[47] comprova,eficácia
[47] eficácia,hidroxicloroquina
[45] urgente,harvard
[45] hidroxicloroquina,em
[45] em,estudos

Top Word Pairs in Tweet in G6:
[27] covid,covid
[16] long,covid
[16] staff,shortages
[13] covid,19
[11] covid,deaths
[11] covid,taught
[11] taught,anything
[10] child,covid
[9] meetjess,covid
[9] question,happens

Top Word Pairs in Tweet in G7:
[194] manuelrico,hoy
[136] días,gobierno
[136] gobierno,ayuso
[136] ayuso,aprobó
[136] aprobó,protocolo
[136] protocolo,impedía
[136] impedía,trasladar
[134] trasladar,hospital
[133] hospital,residentes
[126] residentes,vulnerab

Top Word Pairs in Tweet in G8:
[28] under,18s
[26] denmark,stopping
[26] stopping,covid
[22] those,doubting
[22] doubting,accuracy
[22] accuracy,claims
[22] claims,denmark
[22] covid,vaxx
[22] vaxx,under
[22] 18s,'not

Top Word Pairs in Tweet in G9:
[41] covid,vaccine
[36] more,studies
[36] studies,revealing
[36] revealing,covid
[36] vaccine,affects
[36] affects,heart
[36] heart,children
[36] children,many
[36] many,called
[36] called,more

Top Word Pairs in Tweet in G10:
[66] learning,live
[33] live,covid
[33] covid,meant
[33] meant,learning
[33] live,basic
[33] basic,precautions
[33] precautions,masks
[33] masks,enhanced
[33] enhanced,air
[33] air,handling

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@newstalkfm
@potus
@bbcworld
@crazycdn2
@disclosetv
@staceyabrams
@karl_lauterbach
@inquirerdotnet
@zubymusic

Top Replied-To in G2:
@karo_psuv
@guacamaroja
@yami2336
@magafunes88

Top Replied-To in G4:
@glantrac
@beatrice_rosen
@polpelloco

Top Replied-To in G5:
@brom_elisa

Top Replied-To in G6:
@stephenking
@ranjitrao1
@patriciafacquet
@mitch___lowe
@long_covid
@sammy4723
@annjsmall
@drjohnhhess
@shasha55
@evusheld4theuk

Top Replied-To in G7:
@manuelrico
@zoidoji
@eossoriocrespo

Top Replied-To in G8:
@oldcynicalsad
@gyrfalc63587709
@9newsperth
@garriovalere
@whitford747
@alexc59710883
@thatsnotmine125
@deebo8997
@ozraeliavi

Top Replied-To in G9:
@vprasadmdmph
@kajakallas
@secnate
@saada_vsaada
@ralphdamato
@e247j
@prisonplanet
@gvdbossche

Top Replied-To in G10:
@peterhotez
@drsajumathew
@youarelobbylud
@ct_degroot

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@beautydiarynews
@vtvcanal8
@sukunabikona7
@flaviocadegiani
@f_philippot
@disclosetv
@kazumarugou
@brazilfight
@inconforme75

Top Mentioned in G1:
@penny_rage
@volontariste
@vipiu_it
@viveksehgal1974
@largeradio
@__thekuxel
@rob__carson
@pmotion21
@trinivibe14

Top Mentioned in G2:
@vtvcanal8
@gnbtrujillo_gdp
@enanagorda1
@col_cmdte
@puesto_lalaja
@gabrielasjr
@maurismarl
@gnb_pueblo
@cmdtevallado212
@mercede073

Top Mentioned in G3:
@beautydiarynews

Top Mentioned in G4:
@f_philippot
@yvespdb
@fawkesguy9
@sergiodde
@brainlessreborn
@fcouilbault1
@aldosterone111
@naphtalinelebon
@saintete_pepe
@sandra120814

Top Mentioned in G5:
@flaviocadegiani
@brazilfight
@mpvcovid19
@brom_elisa
@zimermanricardo
@ivanacantogiran
@iserrapilheira
@mellziland
@epimeme
@lorenzoridolfi

Top Mentioned in G6:
@meetjess
@danielgoyal
@theresa_chapple
@tigresseleanor
@cooleydude74
@_mbdr_
@theipaper
@long_covid
@longcovidsos
@stephenking

Top Mentioned in G7:
@manuelrico
@fiscal_es
@74p14d0r
@comunidadmadrid
@maribel60780973
@nunezfeijoo
@guardiacivil
@eossoriocrespo
@g_caballero_m
@zoidoji

Top Mentioned in G8:
@ozraeliavi
@profnfenton
@9newsperth
@martinkulldorff
@cricketwyvern
@lisamarieboothe
@hollyanndoan
@lourennie9
@drjbhattacharya
@lizrob92

Top Mentioned in G9:
@martymakary
@prisonplanet
@kajakallas
@nknewsorg
@usmortality
@toadmeister
@vprasadmdmph
@anish_koka
@clarecraigpath
@theresadismay

Top Mentioned in G10:
@ct_degroot
@erictopol
@coviddatareport
@kunstjonas
@pnasnews
@drsajumathew
@mhdksafa
@natrevimmunol
@peterhotez
@drstephaniecoo1

Top Tweeters
Top Tweeters in Entire Graph:
@angelus_0923
@el_cooperante
@sarah052794
@zyitegadgets
@infoapuntes
@andyvermaut
@republikaonline
@gambiste1
@tuitores
@la_iguanatv

Top Tweeters in G1:
@el_cooperante
@zyitegadgets
@infoapuntes
@andyvermaut
@republikaonline
@tuitores
@lado_mx
@politicalhedge
@venezolanonews
@tempodotco

Top Tweeters in G2:
@la_iguanatv
@vtvcanal8
@hoyelidenuncio
@bancaynegocios
@memaemma53
@quiskillosa
@edalge
@mippcivzla
@bandre_de
@mercede073

Top Tweeters in G3:
@hunze_vbvb
@mdoublee_me
@smilehopebi
@chnkbam
@itkth_cfdtlt
@pia3213
@_2kimhyun
@myjunmyxoxo
@luizry9
@qnqelion_

Top Tweeters in G4:
@yvespdb
@clemence442
@talullabellefle
@l_oranaise_
@jackimbe
@tyranosaure2
@van83720
@petitoursonnes
@daniesteimer
@dlfparis16

Top Tweeters in G5:
@ligiadeassis
@marizmarcella
@aspasia_maria
@schifter71
@about_di
@jhoao
@olelias
@jotafloripa
@celoreis10
@scandal_pan

Top Tweeters in G6:
@tinu
@susanchubb1
@john68richmond
@sweetie_tweeter
@globalnews
@theipaper
@kim_crawley
@marcusfitzsimon
@ramblingproses
@bledwine

Top Tweeters in G7:
@juanygar63
@oldfanegas
@boletusedulius
@trobsky
@angelriverogarc
@malapunta
@ralphcymru
@argiagirre
@deemian666
@doblerron

Top Tweeters in G8:
@lyndae222
@103blinddog
@alcocan
@godlak_1
@daveatherton20
@annejackson18
@k4ats
@renkostyranka
@fayezbayzid
@legendaryenergy

Top Tweeters in G9:
@porridgeisgood
@disguisedevilin
@pitrko
@pal29b
@standtalleurope
@pjmugs
@europabridge1
@007dijon
@ljzumpano
@christiancnserv

Top Tweeters in G10:
@bwtibbitts
@washingtonpost
@robbychu
@fastcompany
@postopinions
@baerhealth
@millennials4_wp
@kathymahar
@0bj3ctivity
@miatheoreo