COVID-19, Twitter, 3/19/2023 7:24:08 AM, 291571


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COVID-19_2023-03-19_00-11-26.xlsx
COVID-19_2023-03-19_00-11-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
COVID-19 via NodeXL https://bit.ly/3yQ0nEk
@mtaibbi
@mippcivzla
@yami2336
@jesus41881399
@pamequijada123
@allbitenobark88
@doumerromero10
@drtedros
@who
@eugenio_francio

Top hashtags:
#guerracontralacorrupción
#covid19
#covid_19
#covid
#covidー19
#pfizer
#coronavirus

Description:
Description
The graph represents a network of 5,680 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 07:16 UTC.

The tweets in the network were tweeted over the 1098-day, 2-hour, 9-minute period from Sunday, 15 March 2020 at 21:50 UTC to Sunday, 19 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5680
Unique Edges : 2113
Edges With Duplicates : 10104
Total Edges : 12217
Number of Edge Types : 9
Retweet : 4391
MentionsInRetweet : 4932
Replies to : 503
MentionsInReplyTo : 1003
Tweet : 905
MentionsInQuote : 41
Quote : 58
Mentions : 347
MentionsInQuoteReply : 37
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.00947948983109273
Reciprocated Edge Ratio : 0.0187809458767287
Connected Components : 871
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 2873
Maximum Edges in a Connected Component : 7017
Maximum Geodesic Distance (Diameter) : 37
Average Geodesic Distance : 8.492135
Graph Density : 0.000181574568027995
Modularity : 0.495709
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,680 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 07:16 UTC.

The tweets in the network were tweeted over the 1098-day, 2-hour, 9-minute period from Sunday, 15 March 2020 at 21:50 UTC to Sunday, 19 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[280] https://rumble.com/v2a5fpw-dr-arne-burkhardt-confirms-sperm-has-been-almost-entirely-replaced-by-spike.html
[128] https://www.zerohedge.com/covid-19/africa-starkly-unvaccinated-and-starkly-unvanquished-covid
[128] https://twitter.com/jhmdrei/status/1637238704262770688/photo/1
[52] https://www.akaboo.jp/event/item/20194264.html
[28] https://nypost.com/2023/03/18/novak-djokovic-denied-vaccine-exemption-out-of-miami-open/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[28] https://twitter.com/nypost/status/1637096844202311680/photo/1
[21] https://twitter.com/ByViral24/status/1637135405416951810/video/1
[18] https://twitter.com/COVID19_disease/status/1635883162331955200?t=H8dxJjz23Ec_ez8KbEQZeA&s=19
[16] https://www.open.online/2023/03/17/covid-19-lombardia-bertolaso-zero-terapie-intensive/
[14] https://twitter.com/choquei/status/1637056557690114049/photo/1

Top URLs in Tweet in G1:
[4] https://twitter.com/somosVe96709831/status/1318777548768149514/photo/1
[4] https://twitter.com/cartayabarry/status/1630300675782393857/photo/1
[3] https://twitter.com/NicolasMaduro/status/1496308397733556225/photo/1
[3] https://twitter.com/NicolasMaduro/status/1478385808952500237/photo/1
[3] https://ultimasnoticias.com.ve/noticias/mas-vida/venezuela-reporto-seis-nuevos-casos-de-covid-19-en-las-ultimas-horas/
[2] https://twitter.com/somosVe96709831/status/1287526252144992257/photo/1
[2] https://ultimasnoticias.com.ve/noticias/mas-vida/registraron-seis-nuevos-casos-de-covid-19-en-todo-el-pais/
[2] https://www.youtube.com/watch?v=kEg8Add0lA0&list=PL5UcBz59SvKTDp556YDY1U0-QsNW-e6tY

[2] http://www.minci.gob.ve/venezuela-cierra-el-2021-con-el-90-de-poblacion-vacunada-contra-la-covid-19/
[1] https://twitter.com/Mippcivzla/status/1637189631111299072/photo/1

Top URLs in Tweet in G2:
[11] https://thedcpatriot.com/the-twitter-files-19-by-matt-taibbi-the-great-covid-19-lie-machine/
[6] https://twitter.com/mtaibbi/status/1636729166631432195
[4] https://twitter.com/mtaibbi/status/1636729171995926528/photo/1
[3] https://twitter.com/mtaibbi/status/1636729166631432195?t=Wk6KnTEpYTsIrPSwSwZqWg&s=19
[2] https://twitter.com/mtaibbi/status/1636729197707100162/photo/1
[2] https://twitter.com/tvykruta/status/1637121834557612033/photo/1
[1] https://twitter.com/agitateduser/status/1637229813206331393
[1] https://twitter.com/mtaibbi/status/1636729166631432195/photo/1
[1] https://drive.google.com/file/d/1u2412d1uWlBr4w5wEEWv6H8Cl8PKyIW0/view
[1] https://twitter.com/mtaibbi/status/1636729213616046081/photo/1

Top URLs in Tweet in G3:
[274] https://rumble.com/v2a5fpw-dr-arne-burkhardt-confirms-sperm-has-been-almost-entirely-replaced-by-spike.html
[2] https://makismd.substack.com/p/testicular-turbo-cancer-in-young
[2] https://twitter.com/Nohj_85/status/1622656606117797888?t=yawSNqBeM-J8esIt0Ky2rQ&s=19
[1] https://makismd.substack.com/p/testicular-turbo-cancer-in-young?r=mzal2&utm_campaign=post&utm_medium=web
[1] https://makismd.substack.com/p/alberta-canada-is-now-giving-covid
[1] https://www.thegatewaypundit.com/2023/03/not-a-joke-new-evidence-that-was-actually-obtained-in-early-2020-suggests-raccoon-dogs-responsible-for-covid-19/?utm_source=rss&utm_medium=rss&utm_campaign=not-a-joke-new-evidence-that-was-actually-obtained-in-early-2020-suggests-raccoon-dogs-responsible-for-covid-19
[1] https://www.thegatewaypundit.com/2023/03/fda-grants-emergency-authorization-of-pfizers-bivalent-covid-19-booster-in-children-under-5-years-with-three-monovalent-shots/?utm_source=rss&utm_medium=rss&utm_campaign=fda-grants-emergency-authorization-of-pfizers-bivalent-covid-19-booster-in-children-under-5-years-with-three-monovalent-shots
[1] https://twitter.com/Nohj_85/status/1622656606117797888/video/1
[1] https://www.thegatewaypundit.com/2023/03/fda-grants-emergency-authorization-of-pfizers-bivalent-covid-19-booster-in-children-under-5-years-with-three-monovalent-shots/
[1] https://makismd.substack.com/p/testicular-turbo-cancer-in-young?r=m5ej9&utm_campaign=post&utm_medium=email

Top URLs in Tweet in G4:
[4] https://twitter.com/AlcaldeNochez/status/1637230152731049984/photo/1
[4] https://www.zerohedge.com/covid-19/covid-19-vaccines-can-cause-permanent-disabilities-says-german-health-minister
[4] https://twitter.com/IDTheftScout/status/1637241764162465792/photo/1
[4] https://twitter.com/tareqasfour76/status/1637226272484126721/photo/1
[3] https://www.naturalnews.com/2023-03-17-100000-us-covid-19-deaths-renal-failure-caused-by-remdesivir.html
[2] https://expreso.press/2023/03/18/este-podria-ser-el-animal-transmisor-del-covid-19-segun-un-nuevo-estudio/
[2] https://www.forbes.com/sites/joshuacohen/2023/03/18/lance-reddicks-death-triggers-conspiracy-theorists-to-once-again-blame-the-covid-19-vaccine/
[2] http://www.enlineapuebla.com/notas/continua-vacunacion-contra-covid-19-en-san-mateo-tlaixpan-tecamachalco/index.html
[2] https://laverdaddemonagas.com/2023/03/18/covid-19-en-venezuela-6-casos-en-el-pais-este-viernes-17-de-marzo-de-2023/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://twitter.com/Vampireminstrel/status/1637231279656632320/photo/1

Top URLs in Tweet in G5:
[128] https://www.zerohedge.com/covid-19/africa-starkly-unvaccinated-and-starkly-unvanquished-covid
[128] https://twitter.com/jhmdrei/status/1637238704262770688/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/LionDuNet/status/1637171087661232130/video/1
[1] https://twitter.com/Dover63A/status/1637196083783761924/photo/1
[1] https://twitter.com/i/web/status/1636639296546545666
[1] https://twitter.com/KanekoaTheGreat/status/1636639296546545666/video/1
[1] https://twitter.com/i/web/status/1635098489641373697
[1] https://twitter.com/KanekoaTheGreat/status/1635098489641373697/photo/1
[1] https://doctors4covidethics.org/vascular-and-organ-damage-induced-by-mrna-vaccines-irrefutable-proof-of-causality/
[1] https://twitter.com/i/web/status/1635094126143373312
[1] https://twitter.com/KanekoaTheGreat/status/1637173079100243968/photo/1
[1] https://twitter.com/KanekoaTheGreat/status/1635090849972486144/video/1

Top URLs in Tweet in G7:
[3] https://www.heart.org/en/news/2022/08/22/covid-19-infection-poses-higher-risk-for-myocarditis-than-vaccines
[2] https://twitter.com/SpartaJustice/status/1616293784056127488/video/1
[1] https://petermcculloughmd.substack.com/p/covid-19-vaccine-induced-myocarditis?r=14jb45&utm_campaign=post&utm_medium=web
[1] https://twitter.com/Storiesofinjury/status/1636927330017845248
[1] https://www.trialsitenews.com/a/what-is-the-spectrum-of-vaccine-induced-adverse-reproductive-pregnancy-events-54c74757
[1] https://petermcculloughmd.substack.com/p/covid-19-vaccine-induced-myocarditis-702?r=14jb45&utm_campaign=post&utm_medium=web
[1] https://twitter.com/VacSafety/status/1636425613832769536
[1] https://www.trialsitenews.com/a/central-venous-thrombosis-of-the-brain-after-sars-cov-2-infection-and-mrna-vaccination-ae66bfd0
[1] https://twitter.com/DrAseemMalhotra/status/1636599967698624513
[1] https://petermcculloughmd.substack.com/p/found-dead-at-home-after-covid-19?r=14jb45&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G8:
[2] https://www.country94.ca/2023/03/08/n-b-covid-positivity-rate-remains-near-20/
[2] https://onlinelibrary.wiley.com/doi/10.1111/ceo.14221
[2] https://science.gc.ca/site/science/en/office-chief-science-advisor/initiatives-covid-19/post-covid-19-condition-canada-what-we-know-what-we-dont-know-and-framework-action
[2] https://gothamist.com/news/nyc-records-400-covid-19-deaths-in-2-weeks-as-pcr-testing-plummets
[1] https://www.cbc.ca/news/health/covid-animal-origins-1.6782273
[1] https://www.cbc.ca/news/health/canada-covid-immunity-vaccination-infection-1.6779949
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41443-023-00687-4
[1] https://scopeblog.stanford.edu/2023/03/17/runaway-immune-reactions-cause-long-covid-breathing-problems/
[1] https://www.healthline.com/health-news/researchers-say-covid-19-may-raise-risk-of-alzheimers-parkinsons-stroke
[1] https://www.abc.net.au/news/2023-03-17/covid-19-cases-jump-by-nearly-40-per-cent-in-south-australia/102113576

Top URLs in Tweet in G9:
[9] https://childrenshealthdefense.org/defender/myocarditis-pfizer-covid-vaccine/
[4] https://twitter.com/aston_bebere/status/1636720531968802816/photo/1
[3] https://twitter.com/Dover63A/status/1637196083783761924/photo/1
[2] https://odysee.com/@MKWhiteRabbit:3/%F0%9F%87%AB%F0%9F%87%B7-Fran%C3%A7ais-Qu%27est-ce-que-le-COVID-19-et-quelle-en-est-la-cause-r%C3%A9elle-LA-QUINTA-COLUMNA:0?r=57G3kSEum8cnJXkeqWjVMDosVnz8QT6d
[1] https://www.jpands.org/vol28no1/thorp.pdf
[1] https://twitter.com/Dover63A/status/1636999324860129280/photo/1
[1] https://lemediaen442.fr/des-documents-confidentiels-montrent-que-pfizer-connaissait-les-risques-de-myocardite-lies-a-son-vaccin/
[1] https://twitter.com/Dover63A/status/1636828228936450048/photo/1
[1] https://twitter.com/tatiann69922625/status/1637122025511632899
[1] https://www.doctissimo.fr/sante/maladies/virus-emergents/covid-19/covid-19-le-livre-les-apprentis-sorciers-va-t-il-ouvrir-le-debat-scientifique/c6d1f4_ar.html

Top URLs in Tweet in G10:
[16] https://www.open.online/2023/03/17/covid-19-lombardia-bertolaso-zero-terapie-intensive/
[4] https://twitter.com/Project_Veritas/status/1636488229909143552/photo/1
[1] https://alschner-klartext.de/2023/03/15/flecken-auf-der-weissen-weste-covid-19-arzneimittelzulassung-a-la-pfizer-was-nicht-passt-wird-passend-gemacht/
[1] https://childrenshealthdefense.org/defender/myocarditis-pfizer-covid-vaccine/
[1] https://twitter.com/i/web/status/1636488229909143552
[1] https://twitter.com/Project_Veritas/status/1618405890612420609/video/1
[1] https://twitter.com/QLexPipiens/status/1637179359722176515/photo/1
[1] https://www.lifesitenews.com/news/white-house-refuses-to-say-whether-biden-will-sign-bill-to-declassify-covid-origin-documents/?utm_source=top_news&utm_campaign=usa
[1] https://twitter.com/mtaibbi/status/1636729166631432195
[1] https://twitter.com/Project_Veritas/status/1636488229909143552

Top Domains
Top Domains in Tweet in Entire Graph:
[1063] twitter.com
[289] rumble.com
[133] zerohedge.com
[94] blogspot.com
[66] akaboo.jp
[38] nypost.com
[36] youtube.com
[26] theepochtimes.com
[19] substack.com
[17] trib.al

Top Domains in Tweet in G1:
[70] twitter.com
[5] com.ve
[4] gob.ve
[2] youtube.com
[1] elsevier.com
[1] facebook.com

Top Domains in Tweet in G2:
[26] twitter.com
[11] thedcpatriot.com
[1] google.com
[1] rumble.com
[1] ca.gov
[1] lbpost.com
[1] threadreaderapp.com
[1] apple.news

Top Domains in Tweet in G3:
[274] rumble.com
[6] substack.com
[6] twitter.com
[3] thegatewaypundit.com
[1] go.jp
[1] theepochtimes.com

Top Domains in Tweet in G4:
[72] twitter.com
[7] nih.gov
[6] forbes.com
[6] com.br
[6] theepochtimes.com
[5] eujournal.org
[5] rumble.com
[4] zerohedge.com
[4] substack.com
[4] blogspot.com

Top Domains in Tweet in G5:
[128] zerohedge.com
[128] twitter.com

Top Domains in Tweet in G6:
[17] twitter.com
[2] t.me
[1] doctors4covidethics.org
[1] francetvinfo.fr
[1] shawlocal.com

Top Domains in Tweet in G7:
[11] twitter.com
[3] substack.com
[3] heart.org
[2] trialsitenews.com
[1] wdr.de
[1] jpands.org
[1] childrenshealthdefense.org
[1] yale.edu
[1] princeton.edu

Top Domains in Tweet in G8:
[13] twitter.com
[2] cbc.ca
[2] country94.ca
[2] net.au
[2] wiley.com
[2] gc.ca
[2] gothamist.com
[1] nature.com
[1] stanford.edu
[1] healthline.com

Top Domains in Tweet in G9:
[12] twitter.com
[9] childrenshealthdefense.org
[4] odysee.com
[2] nih.gov
[1] jpands.org
[1] lemediaen442.fr
[1] doctissimo.fr
[1] wordpress.com
[1] docdroid.net
[1] lilianeheldkhawam.com

Top Domains in Tweet in G10:
[16] open.online
[9] twitter.com
[2] rumble.com
[1] alschner-klartext.de
[1] childrenshealthdefense.org
[1] lifesitenews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[305] guerracontralacorrupción
[187] covid19
[141] covid_19
[77] covid
[71] covidー19
[64] pfizer
[61] coronavirus
[47] 45003
[45] toquedequeda
[30] reisesnafintescilineevetde



Top Hashtags in Tweet in G1:
[277] guerracontralacorrupción
[37] 3/18/2023 12:00:00 AM
[23] atención
[22] sistemapatria
[22] carnetdelapatria
[21] hoy
[21] guarenas
[14] entérate
[12] covid_19
[11] notiipasmcy

Top Hashtags in Tweet in G2:
[3] froggies
[2] 新コ口
[2] ちんわく
[2] ねおcon
[2] bデン
[2] nワo
[2] ツイッターファイル19
[2] twitterfile19
[1] selinciğerci
[1] skandallarortada

Top Hashtags in Tweet in G3:
[1] ableg
[1] cdnpoli
[1] diedsuddenly
[1] truthbetold
[1] covidvaccines
[1] canwetalkaboutit
[1] snpmeltdown
[1] karmaisabitch

Top Hashtags in Tweet in G4:
[17] covid19
[8] coronavirus
[7] covid_19
[5] covid
[4] vaccine
[3] 3/18/2023 12:00:00 AM
[2] tecamachalco
[2] enlíneapuebla
[2] casos
[2] diedsuddenly

Top Hashtags in Tweet in G6:
[9] ehpad
[1] covid_19
[1] arnaque
[1] pfizer
[1] corrompus
[1] nuremberg2
[1] covid19

Top Hashtags in Tweet in G7:
[21] covidvaccines
[6] covidvaccine
[3] courageousdiscourse
[2] myocarditis
[1] thedefender

Top Hashtags in Tweet in G8:
[9] longcovid
[2] covidnosocomial
[2] covid19
[2] nerienoublier
[1] dontlookdown
[1] surejan

Top Hashtags in Tweet in G9:
[4] covid_19
[1] macronlahonte

Top Hashtags in Tweet in G10:
[19] pfizer
[1] directedevolution

Top Words
Top Words in Tweet in Entire Graph:
[4330] covid
[3846] 19
[690] twitter
[685] mtaibbi
[635] contra
[556] story
[543] venezuela
[476] debemos
[453] seguir
[452] luchado

Top Words in Tweet in G1:
[836] 19
[836] covid
[502] venezuela
[471] contra
[469] debemos
[446] seguir
[445] luchado
[442] mippcivzla
[439] conscientes
[439] siendo

Top Words in Tweet in G2:
[720] covid
[659] mtaibbi
[601] twitter
[522] story
[469] 19
[307] #19
[303] files
[300] lie
[299] great
[299] machine

Top Words in Tweet in G3:
[376] covid
[372] 19
[341] mrna
[339] protein
[339] spike
[276] flu
[274] male
[274] jab
[274] allbitenobark88
[274] sperm

Top Words in Tweet in G4:
[229] covid
[224] 19
[22] vaccine
[20] pandemic
[17] 2023
[17] #covid19
[13] vaccines
[13] news
[13] contra
[13] virus

Top Words in Tweet in G5:
[128] ワクチンをいちばん
[128] コロナに一番弱かった
[128] 打ち続けた日本が
[127] jhmdrei
[48] 19に感染する確率が高くなると発表しました
[48] 医学誌ランセットが
[48] つまりcovid
[48] もうこれでワクチンを接種する意味は全くなくなりました
[48] ワクチンを接種した人は接種しなかった人に比べて
[48] 7ヵ月後にcovid

Top Words in Tweet in G6:
[70] fait
[65] tous
[64] d'etat
[64] chefs
[64] risqué
[64] persiste
[64] autres
[64] macron
[64] jean
[64] signe

Top Words in Tweet in G7:
[83] covid
[54] 19
[34] p_mcculloughmd
[27] spartajustice
[22] vaccine
[21] #covidvaccines
[17] vaccines
[17] bioweapon
[15] states
[15] bioweapons

Top Words in Tweet in G8:
[111] covid
[94] 19
[25] more
[19] people
[19] died
[18] omicron
[18] canada
[17] cases
[17] variant
[17] severe

Top Words in Tweet in G9:
[49] covid
[49] 19
[31] ont
[27] vaccins
[26] s'est
[26] cœur
[26] installé
[26] car
[26] selon
[26] pourquoi

Top Words in Tweet in G10:
[72] pfizer
[49] documents
[49] project_veritas
[48] evidence
[47] confidential
[28] risk
[27] breaking
[25] increased
[25] suggests
[24] company

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3795] covid,19
[600] contra,covid
[452] luchado,contra
[450] debemos,seguir
[447] 19,debemos
[446] conscientes,salir
[446] venezuela,luchado
[446] seguir,siendo
[446] siendo,conscientes
[444] mippcivzla,venezuela

Top Word Pairs in Tweet in G1:
[835] covid,19
[464] contra,covid
[445] luchado,contra
[443] debemos,seguir
[440] 19,debemos
[439] seguir,siendo
[439] conscientes,salir
[439] venezuela,luchado
[439] siendo,conscientes
[437] salir,cas

Top Word Pairs in Tweet in G2:
[468] covid,19
[303] twitter,files
[302] files,#19
[300] 19,lie
[299] great,covid
[299] lie,machine
[293] virality,project
[289] true,stories
[288] censorship,true
[288] stanford,virality

Top Word Pairs in Tweet in G3:
[372] covid,19
[339] spike,protein
[274] jab,entirely
[274] replaced,male
[274] mrna,covid
[274] 19,flu
[274] flu,jab
[274] male,sperm
[274] entirely,replaced
[274] protein,mrna

Top Word Pairs in Tweet in G4:
[209] covid,19
[14] 19,vaccine
[12] 19,pandemic
[10] contra,covid
[7] 19,vaccines
[6] novak,djokovic
[6] origen,covid
[5] conspiracy,theorists
[5] health,minister
[5] journal,esj

Top Word Pairs in Tweet in G5:
[128] 打ち続けた日本が,コロナに一番弱かった
[128] ワクチンをいちばん,打ち続けた日本が
[127] jhmdrei,ワクチンをいちばん
[48] 7ヵ月後にcovid,19に感染する確率が高くなると発表しました
[48] 19に感染する確率が高くなると発表しました,もうこれでワクチンを接種する意味は全くなくなりました
[48] もうこれでワクチンを接種する意味は全くなくなりました,つまりcovid
[48] 医学誌ランセットが,ワクチンを接種した人は接種しなかった人に比べて
[48] ワクチンを接種した人は接種しなかった人に比べて,7ヵ月後にcovid
[47] つまりcovid,19感染症が増えたのはワクチン
[47] kojikoj94192232,医学誌ランセットが

Top Word Pairs in Tweet in G6:
[64] d'etat,seraient
[64] seraient,fait
[64] vacciner,trop
[64] chefs,d'etat
[64] jean,lassalle
[64] autres,chefs
[64] macron,tous
[64] fait,vacciner
[64] tous,autres
[64] lassalle,persiste

Top Word Pairs in Tweet in G7:
[54] covid,19
[15] covid,vaccines
[14] 19,covid
[14] attack,united
[14] deliberate,bioweapon
[14] states,around
[14] bioweapons,covid
[14] bioweapon,attack
[14] fauci's,bioweapons
[14] united,states

Top Word Pairs in Tweet in G8:
[94] covid,19
[17] variant,covid
[17] frozen,more
[17] 19,count
[17] canadian,kids
[17] more,canadian
[17] kids,died
[17] omicron,variant
[17] died,omicron
[14] wave,winter

Top Word Pairs in Tweet in G9:
[49] covid,19
[26] selon,hôpitaux
[26] corruption,s'est
[26] données,covid
[26] 19,car
[26] ont,falsifié
[26] hôpitaux,ont
[26] s'est,installé
[26] falsifié,données
[26] pourquoi,selon

Top Word Pairs in Tweet in G10:
[47] confidential,pfizer
[47] pfizer,documents
[25] increased,risk
[25] evidence,suggests
[24] company,evidence
[24] thursday,project
[24] veritas,show
[24] project_veritas,breaking
[24] documents,leaked
[24] project,veritas

Top Replied-To
Top Replied-To in Entire Graph:
@pons82pons
@elonmusk
@goddeketal
@brodnig
@mtaibbi
@cbcnews
@justin_hart
@fonckmuriel
@drtedros
@robert900r

Top Replied-To in G2:
@mtaibbi
@longbeachpost
@resttpowered

Top Replied-To in G3:
@themistressrox

Top Replied-To in G6:
@dub_5084
@frcsbraun
@daily_chronicle
@stephenking
@audrey75680274
@grandoldmemes
@mattwallace888
@alicem42morrow

Top Replied-To in G7:
@fonckmuriel
@spartajustice
@p_mcculloughmd
@tomdabassman
@stxhershel
@eileen_mcrae
@jzebrie
@thecoronabakers

Top Replied-To in G8:
@cbcnews
@williamhu43
@oldboatie
@bogochisaac
@deadwebdev
@cnn
@chrischirp
@atla_fan
@accord5speed
@blakemmurdoch

Top Replied-To in G9:
@alasource2
@banounhelene

Top Replied-To in G10:
@statchriscotton

Top Mentioned
Top Mentioned in Entire Graph:
@mtaibbi
@mippcivzla
@allbitenobark88
@vtvcanal8
@jhmdrei
@liondunet
@pfizer
@akaboo_official
@traselvalle_obc
@jjaranaz94

Top Mentioned in G1:
@mippcivzla
@vtvcanal8
@nicolasmaduro
@chavista0101
@yosoyjaig
@mppsmiranda
@somosrmnoticias
@ipasmemaracay1
@carnetdlapatria

Top Mentioned in G2:
@mtaibbi
@realmattcouch
@qbpodcafe
@fernandoaharo
@longbeachpost
@realoneqman
@o1rqwy1
@halfpennychew
@ail7137107ailll
@kobomasa

Top Mentioned in G3:
@allbitenobark88
@cartlanddavid
@makismd
@fynnderella1
@nbreavington
@mtaibbi
@nohj_85
@witchdrtim
@bruce_mcgonigal
@gatewaypundit

Top Mentioned in G4:
@realredwill
@webdizajn_net
@iownjd
@largeradio
@mhdude1mhdude1
@rightspeaknet
@niacinglutamine
@housingitguy
@politicabr5

Top Mentioned in G5:
@jhmdrei
@kojikoj94192232
@mtaibbi

Top Mentioned in G6:
@liondunet
@kanekoathegreat
@jccombe
@cyberik89
@friedberg
@emmanuelmacron
@dschlopesisback
@stephenking
@mattwallace888
@frcsbraun

Top Mentioned in G7:
@p_mcculloughmd
@spartajustice
@childrenshd
@piotrwitczak_
@fonckmuriel
@leichtfederico
@mtaibbi
@chefofmembers
@tomdabassman
@ncm4ever

Top Mentioned in G8:
@frozen
@meetjess
@cbcnews
@lauramiers
@beingcharisblog
@jcjackson68
@cnn
@adamsmiller
@drferremd
@redpoint511a

Top Mentioned in G9:
@aston_bebere
@lauregonlezamar
@tatiann69922625
@jgalt485
@hervejuvin
@banounhelene
@dover63a
@nicolaspichot6
@liondunet
@_2019_ncov

Top Mentioned in G10:
@pfizer
@project_veritas
@wodarg
@qlexpipiens
@nbreavington
@flsurgeongen
@suelewi89962844
@statchriscotton
@allbitenobark88

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@contrapuntovzla
@tradermarcocost
@unoticias
@lado_mx
@sosorasora3
@sinembargomx
@vtvcanal8
@61k61z61k61z
@kai121

Top Tweeters in G1:
@unoticias
@vtvcanal8
@descifradocom
@avnve
@nanunsc2
@mippcivzla
@lubrio
@chavista0101
@cancilleriave
@esther93955874

Top Tweeters in G2:
@magicdmw
@doodlestrks
@nahbabynah
@twright55
@francvs
@tian_a1
@realmattcouch
@laughingmantwit
@silverkait
@dawnegray3

Top Tweeters in G3:
@wavetossed
@gsawision
@mott_mason
@rlgordon18_ruth
@steveg06322664
@gillianamy2911
@paulajanemorri4
@realgspatton007
@roxyferry
@elainecoulson58

Top Tweeters in G4:
@infoitinterno
@lado_mx
@noticiasveapp
@thedextazlab
@treporta
@dudacionista100
@laverdadmo
@correio
@simmons1
@sylvaners

Top Tweeters in G5:
@shirake_dori373
@zacky_papa_
@anan52509486
@teruko_irf
@kgirls55
@bbfanjun
@bluerose0623
@chiharucatneko
@michi_238ff
@osaru238

Top Tweeters in G6:
@concernedhigh
@porcinettelouis
@magnac3
@chriss17031
@hasoftconcept
@scgarcin
@bonnyjulie3
@odile_bouyon
@natalianausica
@fbl180

Top Tweeters in G7:
@drdaveanddee
@zenjk0
@naniloa1979
@psbaloans4u
@birgit93birgit
@kikuyukuyu
@bdeligiobruno
@patka0091
@chefofmembers
@karlakay0704

Top Tweeters in G8:
@meeksvs
@davwain1
@cnn
@diana_chumley
@bethechange1682
@cbcnews
@jaketapper
@2018_lumi
@prutter_pat
@nolore

Top Tweeters in G9:
@avril_sylvie
@myriamjerome
@gateta30
@auxerroise89
@cyprien2402
@dover63a
@nattyka32
@poucetof1
@latreilleelisa1
@jeanyvescapo

Top Tweeters in G10:
@riki26287444
@virario3
@marcevann
@ladyrosmarino
@carseri
@eleaugusta
@qlexpipiens
@guzzipirelli
@crystianehc
@traiano73