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COVID_2022-06-24_00-42-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2022
Short Description:
COVID via NodeXL https://bit.ly/3ydWuJN
@us_fda
@holylawler
@johncunnington5
@michel__leclair
@caudehenrion
@cdcgov
@sajidjavid
@alexander_tin
@cdcdirector
@martinkulldorff

Top hashtags:
#covid
#preveniressalud
#44735
#covid19
#covid_19
#refuerzatuvacuna
#monkeypox

Description:
Description
The graph represents a network of 11,695 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, 24 June 2022 at 07:56 UTC.

The requested start date was Friday, 24 June 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, 3-minute period from Tuesday, 21 June 2022 at 12:16 UTC to Thursday, 23 June 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 : 11695
Unique Edges : 7211
Edges With Duplicates : 11160
Total Edges : 18371
Number of Edge Types : 5
Retweet : 5056
MentionsInRetweet : 6092
Replies to : 1462
Tweet : 2904
Mentions : 2857
Self-Loops : 2951
Reciprocated Vertex Pair Ratio : 0.00690425423900904
Reciprocated Edge Ratio : 0.0137138247453867
Connected Components : 3249
Single-Vertex Connected Components : 996
Maximum Vertices in a Connected Component : 1769
Maximum Edges in a Connected Component : 3813
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 11.09153
Graph Density : 7.25131877556324E-05
Modularity : 0.600853
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,695 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, 24 June 2022 at 07:56 UTC.

The requested start date was Friday, 24 June 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, 3-minute period from Tuesday, 21 June 2022 at 12:16 UTC to Thursday, 23 June 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:
[18] https://dailysceptic.org/2022/06/22/covid-vaccines-more-likely-to-put-you-in-hospital-than-keep-you-out-bmj-editors-analysis-of-pfizer-and-moderna-trial-data-finds/
[17] https://www.cbsnews.com/news/airlines-face-mask-covid-rules-flights-canceled/
[11] https://www.dailymail.co.uk/news/article-10930501/WHO-chief-believes-Covid-DID-leak-Wuhan-lab-catastrophic-accident-2019.html
[10] https://www.foxnews.com/politics/epa-spends-millions-bidens-covid-bill-climate-change-pruning
[9] https://www.tampabay.com/news/health/2022/06/22/publix-wont-give-covid-vaccine-to-children-under-5/
[9] https://childrenshealthdefense.org/defender/cdc-vaers-covid-vaccine-safety/
[8] https://legalinsurrection.com/2022/06/im-an-md-suspended-by-twitter-for-tweeting-a-link-to-a-scientific-article-on-covid-19-vaccine-lowering-sperm-counts/
[8] https://qg.media/blog/laurent-mucchielli/pourquoi-loffice-parlementaire-qui-enquete-sur-les-effets-secondaires-des-vaccins-covid-ne-rend-il-pas-publics-tous-ses-debats/
[7] https://www.breitbart.com/europe/2022/06/22/are-you-serious-eurocrat-claims-bloc-never-pushed-people-into-getting-covid-jab/
[6] https://nypost.com/2022/06/22/toddler-tears-as-the-nations-children-begin-to-receive-covid-shots/#5

Top URLs in Tweet in G1:
[5] https://www.foxnews.com/politics/epa-spends-millions-bidens-covid-bill-climate-change-pruning
[4] https://3eravoz.com/sucesos/venezuela-registra-127-casos-y-una-muerte-por-covid-19/
[4] https://www.nytimes.com/live/2022/06/22/world/covid-19-mandates-vaccine-cases
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=5b8ab8a3-f225-11ec-83c0-71696a704854&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNi0yMC9jaGluYS1vdXRicmVha3Mtc2hpZnQtdG8tc291dGgtd2l0aC1zaGVuemhlbi1tYWNhdS1vbi1hbGVydD9zcm5kPWFzaWEtcG9saXRpY3M=
[3] https://www.diariocontraste.com/2022/06/ruben-dario-gallo-en-merida-debe-haber-mas-responsabilidad-por-la-lucha-contra-el-covid/
[3] https://twitter.com/icorlyy/status/1539592808595685377
[2] https://www.thestar.co.uk/business/rail-strike-sheffield-rmt-has-misjudged-timing-of-stoppage-as-network-recovers-from-covid-3738992
[2] https://twitter.com/jordanbpeterson/status/1539553955042234368
[2] https://childrenshealthdefense.org/defender/cdc-vaers-covid-vaccine-safety/
[2] https://simepar.org.br/pesquisadores-identificam-metodo-capaz-de-prever-gravidade-da-covid-19/

Top URLs in Tweet in G2:
[4] https://www.vtv.gob.ve/presidente-retomar-cuidados-covid/
[4] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios-22062022/
[3] https://www.youtube.com/watch?v=b_iGsptl5y0&feature=youtu.be

[2] https://twitter.com/Mippcivzla/status/1539930037981483013
[2] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-contagios/
[2] https://www.youtube.com/watch?v=a0Z4AVvFANI&feature=youtu.be

[1] https://twitter.com/InfocentrosBar1/status/1539942266873253888
[1] https://twitter.com/FUNDELEC_VZLA/status/1539943955978149888
[1] https://twitter.com/WuilmerVarela/status/1539941061790924802
[1] https://twitter.com/GNB_tachira/status/1539924229147295747

Top URLs in Tweet in G3:
[2] https://dailysceptic.org/2022/06/22/covid-vaccines-more-likely-to-put-you-in-hospital-than-keep-you-out-bmj-editors-analysis-of-pfizer-and-moderna-trial-data-finds/
[1] https://jdrucker.substack.com/p/conspiracy-theory-confirmed-covid
[1] https://t.me/noalvaccino/36532
[1] https://twitter.com/unrollhelper/status/1537831549118427136
[1] https://jdee.substack.com/p/non-covid-care-home-deaths
[1] https://twitter.com/KashPrime/status/1495481300219830279
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902867-1%2Ffulltext&rc=0
[1] https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/vital-events/general-publications/weekly-and-monthly-data-on-births-and-deaths/deaths-involving-coronavirus-covid-19-in-scotland
[1] https://alasdairmunro.substack.com/p/children-are-really-really-unlikely/comment/7261155
[1] https://www.cdc.gov/nchs/fastats/deaths.htm

Top URLs in Tweet in G4:
[7] https://legalinsurrection.com/2022/06/im-an-md-suspended-by-twitter-for-tweeting-a-link-to-a-scientific-article-on-covid-19-vaccine-lowering-sperm-counts/
[2] https://www.conservativewoman.co.uk/vaccine-was-on-the-way-before-covid-was-confirmed-part-1/
[2] https://brownstone.org/articles/there-is-no-basis-for-the-fda-to-authorize-covid-vaccines-for-toddlers/
[2] https://www.cnn.com/2022/05/17/health/us-reports-1-million-covid-deaths/index.html
[1] https://nypost.com/2022/06/22/toddler-tears-as-the-nations-children-begin-to-receive-covid-shots/
[1] https://www.theguardian.com/business/2022/jun/22/moderna-build-uk-mrna-vaccine-research-manufacturing-centre-covid?CMP=share_btn_tw
[1] https://www.theepochtimes.com/vaccination-increases-risk-of-covid-19-but-infection-without-vaccination-gives-immunity-study_4544042.html
[1] https://expose-news.com/2022/06/23/w-h-o-study-risks-outweigh-benefits-covid-vaccination/
[1] https://twitter.com/rupasubramanya/status/1539598382649458689
[1] https://twitter.com/BenjaminNorton/status/1526357490488705029?s=20&t=fgrROKpaCZRF0bSnu7HHlQ

Top URLs in Tweet in G5:
[3] https://www.publico.es/sociedad/familias-mayores-fallecidos-covid-residencias-madrid-violaron-derechos-humanos.html?utm_source=twitter&utm_medium=social&utm_campaign=web
[1] https://elpais.com/espana/madrid/2022-06-23/ayuso-defiende-el-cierre-de-las-urgencias-de-los-centros-de-salud-de-madrid-a-los-madrilenos-les-mato-el-covid-no-yo.html

Top URLs in Tweet in G6:
[4] https://www.dailymail.co.uk/news/article-10930501/WHO-chief-believes-Covid-DID-leak-Wuhan-lab-catastrophic-accident-2019.html
[3] https://www.dailymail.co.uk/news/article-10937815/Woman-Brit-120-000-Covid-vaccine-payment-fiance-died-AZ-blood-clot.html?ito=social-twitter_mailonline
[2] https://www.forbes.com/sites/williamhaseltine/2022/04/14/sars-cov-2-actively-infects-and-kills-lymphoid-cells/
[2] https://link.chtbl.com/InTheBubble?sid=twitter
[1] https://www.outkick.com/the-cdc-misrepresented-covid-data-yet-again/
[1] https://www.telegraph.co.uk/news/2022/06/20/long-covid-disability-tribunal-rules-landmark-case/
[1] https://www.dailymail.co.uk/news/article-10940977/New-Covid-variant-Delta-Plus-wont-ruin-summer-say-scientists.html?ito=amp_twitter_share-top
[1] https://twitter.com/dgurdasani1/status/1539174805198479360
[1] https://www.finder.com.au/death-statistics-australia
[1] https://twitter.com/MattStaniek/status/1539912550300672002

Top URLs in Tweet in G7:
[2] https://france3-regions.francetvinfo.fr/provence-alpes-cote-d-azur/alpes-maritimes/nice/covid-la-prefecture-enterine-la-fermeture-des-43-centres-de-vaccination-des-alpes-maritimes-2568972.html
[2] https://www.francetvinfo.fr/vrai-ou-fake/vrai-ou-fake-le-covid-curable-grace-a-la-vitamine-d_5203525.html
[2] https://qg.media/blog/laurent-mucchielli/pourquoi-loffice-parlementaire-qui-enquete-sur-les-effets-secondaires-des-vaccins-covid-ne-rend-il-pas-publics-tous-ses-debats/
[1] https://www.europarl.europa.eu/doceo/document/PV-9-2022-06-23-RCV_FR.pdf
[1] https://odysee.com/@Le_Grand_Jury_en_VF:b
[1] https://www.youtube.com/watch?v=iSm97cS7REk

[1] https://twitter.com/geoestratego/status/1538447316973244416
[1] https://www.lemonde.fr/planete/article/2022/06/21/covid-19-le-gouvernement-appelle-a-accelerer-la-cadence-du-deuxieme-rappel-vaccinal-face-a-la-reprise-de-l-epidemie_6131404_3244.html
[1] https://www.francesoir.fr/opinions-tribunes/depuis-2021-le-monde-est-il-a-normal
[1] https://twitter.com/doc_singing/status/1538707520004440064

Top URLs in Tweet in G8:
[3] https://www.news18.com/news/india/himachal-lab-clears-pill-based-covid-vaccine-for-phase-2-clinical-trials-in-india-5406991.html
[1] https://twitter.com/loscharlos/status/1539324870835572746
[1] https://bit.ly/3HHDwhD
[1] https://www.takeonedigitalnetwork.com/post/union-govt-felicitates-state-surveillance-unit-jammu-for-commendable-job-during-covid-19-pandemic

Top URLs in Tweet in G9:
[2] https://www.bfmtv.com/sante/4e-dose-de-vaccin-anti-covid-pourquoi-ca-ne-prend-pas_AV-202206220160.html
[2] https://www.lyonmag.com/article/123886/lyon-une-manifestation-pour-denoncer-les-effets-secondaires-des-vaccins-anti-covid?utm_medium=feed&utm_source=twitter.com&utm_campaign=Feed%3A+lyonmag
[1] https://www.breitbart.com/europe/2022/06/22/are-you-serious-eurocrat-claims-bloc-never-pushed-people-into-getting-covid-jab/?fbclid=IwAR2_QPBR0eQ1UXuZc86prFLm53uwZrzfg57eGjy9y6vAKdACINZ4h7zyE2E&fs=e&s=cl
[1] https://www.francetvinfo.fr/replay-radio/le-brief-eco/les-arnaques-au-fonds-de-solidarite-covid-19-ont-fait-flamber-les-fraudes-fiscales-en-france-en-2021_5184154.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/video-covid-19-la-c-est-tres-clairement-une-reprise-epidemique-affirme-l-infectiologue-anne-claude-cremieux_5213800.html
[1] https://www.insb.cnrs.fr/fr/cnrsinfo/du-virus-sars-cov2-cache-dans-les-plaquettes-sanguines-predit-lentree-en-phase-critique-de
[1] https://twitter.com/mapiovski/status/1538977832818319361
[1] https://twitter.com/CristianTerhes/status/1539133628847906817?t=IAyEIySmCBmAeMJSqJH6Uw&s=19

Top URLs in Tweet in G10:
[1] https://twitter.com/joansap/status/1539808498665590788
[1] https://twitter.com/amaurichamorro/status/1539438724789960704
[1] https://twitter.com/radiolacalle/status/1539810054228041728
[1] https://twitter.com/carpo_11/status/1539820015331020801

Top Domains
Top Domains in Tweet in Entire Graph:
[344] twitter.com
[92] co.uk
[34] youtube.com
[26] com.br
[22] theguardian.com
[21] reuters.com
[20] substack.com
[20] cbsnews.com
[18] nypost.com
[18] dailysceptic.org

Top Domains in Tweet in G1:
[119] twitter.com
[19] com.br
[19] co.uk
[10] com.mx
[6] foxnews.com
[5] youtube.com
[4] globo.com
[4] bloomberg.com
[4] childrenshealthdefense.org
[4] 3eravoz.com

Top Domains in Tweet in G2:
[13] twitter.com
[11] gob.ve
[6] youtube.com
[1] dailymotion.com
[1] venezuela-news.com
[1] bit.ly

Top Domains in Tweet in G3:
[3] substack.com
[2] twitter.com
[2] cdc.gov
[2] dailysceptic.org
[1] t.me
[1] elsevierhealth.com
[1] gov.uk
[1] factcheck.org
[1] gov.au
[1] goodsciencing.com

Top Domains in Tweet in G4:
[7] legalinsurrection.com
[5] theepochtimes.com
[4] twitter.com
[2] co.uk
[2] brownstone.org
[2] cnn.com
[1] nypost.com
[1] theguardian.com
[1] expose-news.com
[1] reuters.com

Top Domains in Tweet in G5:
[3] publico.es
[1] elpais.com

Top Domains in Tweet in G6:
[9] co.uk
[5] twitter.com
[2] forbes.com
[2] chtbl.com
[1] outkick.com
[1] com.au
[1] nbc12.com
[1] cnn.com
[1] advisory.com
[1] nfaap.org

Top Domains in Tweet in G7:
[4] francetvinfo.fr
[4] twitter.com
[2] qg.media
[1] europa.eu
[1] odysee.com
[1] youtube.com
[1] lemonde.fr
[1] francesoir.fr

Top Domains in Tweet in G8:
[3] news18.com
[1] twitter.com
[1] bit.ly
[1] takeonedigitalnetwork.com

Top Domains in Tweet in G9:
[2] bfmtv.com
[2] francetvinfo.fr
[2] lyonmag.com
[2] twitter.com
[1] breitbart.com
[1] cnrs.fr

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[249] covid
[174] preveniressalud
[172] 44735
[136] covid19
[76] covid_19
[62] refuerzatuvacuna
[50] monkeypox
[46] longcovid
[37] paronacionalec2022
[28] 44734



Top Hashtags in Tweet in G1:
[55] covid
[44] covid19
[10] ps5
[10] playstation5
[8] monkeypox
[6] news
[6] coronavirus
[6] covid_19
[5] uddhavthackeray
[4] 6/23/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[169] preveniressalud
[167] 6/23/2022 12:00:00 AM
[56] refuerzatuvacuna
[41] covid_19
[25] 6/22/2022 12:00:00 AM
[24] centinelaspermanentes
[19] envideo
[17] unidaddelospueblos
[16] valelapenacuidarse
[16] prevención

Top Hashtags in Tweet in G3:
[2] ltc
[1] covid
[1] canwetalkaboutit
[1] vaccineinjuries
[1] sars2
[1] notmild
[1] vaccinatekids
[1] covid19
[1] cdic2022
[1] data

Top Hashtags in Tweet in G4:
[5] lockdowns
[1] moderna
[1] covidisnotover
[1] climateagenda
[1] agenda2030
[1] pandemics
[1] pwd
[1] liberalhypocrisy
[1] canada
[1] ontario

Top Hashtags in Tweet in G5:
[1] seveíavenir

Top Hashtags in Tweet in G6:
[5] longcovid
[2] covid
[2] hepatitis
[2] monkeypox
[2] polio
[1] cholera
[1] auspol
[1] covid19aus

Top Hashtags in Tweet in G7:
[14] infirmière
[13] covid
[4] covid_19
[2] allemagne
[2] vaccinationobligatoire
[2] soignants
[1] covidー19
[1] ensemblepourleslibertés
[1] banquier
[1] 4emedose

Top Hashtags in Tweet in G8:
[10] covid
[9] gdsresult2022scam
[8] postponejeemains2022
[7] deferjeemains2022
[7] jeemains2022
[4] gds
[4] jeemain2022
[4] covid19
[4] gdsresult
[4] gdsresultscam

Top Hashtags in Tweet in G9:
[2] lyon
[1] passsanitaire
[1] hdpros

Top Hashtags in Tweet in G10:
[28] paronacionalec2022
[5] lasso
[1] paronacionalec
[1] lassoecuadornoteaguantamas
[1] pendeja

Top Words
Top Words in Tweet in Entire Graph:
[8030] covid
[1690] 19
[531] people
[393] more
[391] vaccine
[355] hospital
[353] long
[334] during
[311] vaccines
[292] cara

Top Words in Tweet in G1:
[937] covid
[252] 19
[57] #covid
[46] more
[44] #covid19
[44] people
[39] não
[39] eu
[37] over
[37] cases

Top Words in Tweet in G2:
[274] covid
[169] #preveniressalud
[167] #23jun
[163] día
[152] ido
[137] etiqueta
[129] 19
[116] vacúnate
[65] mippcivzla
[56] #refuerzatuvacuna

Top Words in Tweet in G3:
[69] covid
[27] 19
[14] vaccines
[14] years
[13] deaths
[10] very
[10] ba
[9] article
[9] mainstream
[9] journal

Top Words in Tweet in G4:
[169] covid
[42] justintrudeau
[33] testing
[31] days
[29] sajidjavid
[29] tinoiom
[28] people
[23] vaccine
[21] everyone
[21] positive

Top Words in Tweet in G5:
[273] cara
[260] estoy
[155] covid
[153] ayuso
[144] dar
[135] monica_garcia_g
[133] hospital
[131] pleno
[130] dice
[130] casa

Top Words in Tweet in G6:
[161] covid
[31] year
[27] last
[20] getting
[20] long
[18] told
[16] claytravis
[16] shot
[16] spreading
[16] pfizer

Top Words in Tweet in G7:
[101] covid
[31] européen
[24] plus
[19] prolongation
[19] certificat
[18] ce
[18] bureau
[16] par
[16] cas
[15] suite

Top Words in Tweet in G8:
[72] covid
[22] students
[18] dpradhanbjp
[15] result
[15] give
[15] pmoindia
[14] exams
[13] indiapostoffice
[12] gds
[12] sir

Top Words in Tweet in G9:
[131] covid
[72] f_philippot
[54] vaccination
[54] commence
[52] attention
[52] allemagne
[52] aujourd
[52] hui
[52] établissements
[52] scolaires

Top Words in Tweet in G10:
[118] covid
[60] lasso
[28] #paronacionalec2022
[27] público
[25] lassoguillermo
[25] llevenlo
[25] hospital
[25] vive
[25] carne
[25] propia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1627] covid,19
[237] long,covid
[203] during,covid
[168] covid,vaccine
[146] covid,ido
[145] dar,cara
[144] #preveniressalud,covid
[133] etiqueta,día
[133] covid,cara
[132] pleno,dar

Top Word Pairs in Tweet in G1:
[231] covid,19
[16] during,covid
[15] teste,covid
[13] covid,vaccine
[13] #covid,#covid19
[12] contra,covid
[12] long,covid
[12] 19,pandemic
[12] covid,test
[11] casos,covid

Top Word Pairs in Tweet in G2:
[142] covid,ido
[140] #preveniressalud,covid
[130] etiqueta,día
[129] covid,19
[126] día,#preveniressalud
[119] #23jun,etiqueta
[111] ido,vacúnate
[39] 19,venezuela
[31] contra,covid
[26] mippcivzla,#23jun

Top Word Pairs in Tweet in G3:
[26] covid,19
[9] article,mainstream
[9] mainstream,journal
[9] journal,nejm
[9] nejm,showing
[9] showing,vaccines
[9] vaccines,protect
[9] protect,against
[9] against,covid
[9] 19,based

Top Word Pairs in Tweet in G4:
[19] covid,vaccines
[19] living,covid
[19] positive,covid
[17] remember,vaccinate
[17] vaccinate,elderly
[17] elderly,ll
[17] ll,come
[17] come,babies
[17] babies,everyone
[17] covid,19

Top Word Pairs in Tweet in G5:
[143] dar,cara
[131] pleno,dar
[130] dice,ayuso
[130] ayuso,estoy
[130] estoy,pleno
[130] cara,estoy
[130] estoy,casa
[130] casa,covid
[130] covid,cara
[130] cara,hospital

Top Word Pairs in Tweet in G6:
[20] long,covid
[19] last,year
[16] covid,shot
[14] year,told
[14] told,covid
[14] shot,protect
[14] protect,getting
[14] getting,spreading
[14] spreading,covid
[14] covid,true

Top Word Pairs in Tweet in G7:
[19] prolongation,certificat
[15] parlement,européen
[15] voter,prolongation
[14] pierre,chaillot
[14] chaillot,fondateur
[14] fondateur,chaîne
[13] covid,19
[13] cas,covid
[10] contre,covid
[9] gros,clash

Top Word Pairs in Tweet in G8:
[9] covid,cases
[7] treat,future
[7] future,doctors
[7] doctors,nta
[7] nta,dpradhanbjp
[7] dpradhanbjp,give
[7] give,lives
[7] lives,front
[7] front,line
[7] line,covid

Top Word Pairs in Tweet in G9:
[54] vaccination,covid
[52] attention,allemagne
[52] allemagne,commence
[52] commence,aujourd
[52] aujourd,hui
[52] hui,vaccination
[52] covid,établissements
[52] établissements,scolaires
[52] scolaires,zéro
[52] zéro,autorisation

Top Word Pairs in Tweet in G10:
[33] lasso,covid
[25] #paronacionalec2022,lasso
[25] covid,llevenlo
[25] llevenlo,hospital
[25] hospital,público
[25] público,vive
[25] vive,carne
[25] carne,propia
[25] propia,maravilloso
[24] pedritoextranja,#paronacionalec2022

Top Replied-To
Top Replied-To in Entire Graph:
@justintrudeau
@covid_parent
@mippcivzla
@potus
@tinoiom
@jordanbpeterson
@richsignorelli
@monica_garcia_g
@astramezzi
@megaphonically

Top Replied-To in G2:
@mippcivzla
@gnb_tachira
@irwinascanio
@nellypsuvya

Top Replied-To in G3:
@jameslynchgtc
@johnmasonmsp
@djchicus
@drbrucescott
@hughosmond
@waltertallen
@angryfleas
@jengleruk
@telecommoner
@andrewgillies9

Top Replied-To in G4:
@justintrudeau
@tinoiom
@reuters
@sajidjavid
@rncresearch
@backtolife_2022
@lkreipe
@joeywreck
@cafreeland
@leaddernoire

Top Replied-To in G5:
@monica_garcia_g
@elvity95

Top Replied-To in G6:
@meetjess
@youarelobbylud
@covid_lives
@konel_valar
@aruyle
@theskylinetrail
@cbroendsholma
@vishwanath_v
@dj1au
@albomp

Top Replied-To in G7:
@alainhoupert
@michelerivasi
@michel_viot
@michel__leclair
@moinepaladin
@gernelle
@seth_massilia
@chjacob77
@doremi_patriote
@upr_asselineau

Top Replied-To in G8:
@dpradhanbjp
@jpnadda
@meenadasnarayan
@indiatoday
@cbseindia29
@indiapostoffice
@dahiyajyoti860

Top Replied-To in G9:
@bfmtv
@yannick_comenge
@pierre_gtil
@franceinfo

Top Replied-To in G10:
@ramiroaguilart
@comunicacionec
@karllvillao

Top Mentioned
Top Mentioned in Entire Graph:
@monica_garcia_g
@manuelrico
@f_philippot
@mippcivzla
@cristianterhes
@imrankhanpti
@toadmeister
@ericmmatheny
@justintrudeau
@nicolasmaduro

Top Mentioned in G1:
@zanupf_patriots
@fcienudelar
@ama__pee
@davidwalsh_m
@tamon0215
@crypto_tolkien
@stemresources
@newsvoir

Top Mentioned in G2:
@mippcivzla
@nicolasmaduro
@vtvcanal8
@gnb_tachira
@gbluisrosalesm
@gnbgarantedepaz
@tonogonzalez18
@libertad003
@zoditachiran21
@candidova12

Top Mentioned in G3:
@stephanieseneff
@drbrucescott
@johnmasonmsp
@jameslynchgtc
@nswhealth
@shocktraumarn
@mpc_xetts
@lazlowoodbine42
@albowers1
@iiiiii_x_iiiiii

Top Mentioned in G4:
@justintrudeau
@sajidjavid
@tinoiom
@leaddernoire
@kathyconwom
@rubiconcapital_
@backtolife_2022
@epochtimes
@franchiefmate
@rncresearch

Top Mentioned in G5:
@monica_garcia_g
@eduardofrub
@vivamosahora
@manuelrico
@cvelayos
@elhuffpost
@hugomabarca
@rosamariaartal
@publico_es
@monica_garcia_

Top Mentioned in G6:
@claytravis
@youarelobbylud
@meetjess
@aslavitt
@mailonline
@ragesheen
@chuckwurster
@albomp
@covid_priest
@danpfeiffer

Top Mentioned in G7:
@michelerivasi
@doremi_patriote
@ligne__droite
@lesinfirmieres1
@chriscottonstat
@a__samedi
@amine_umlil
@senat
@nathal44

Top Mentioned in G8:
@dpradhanbjp
@pmoindia
@indiapostoffice
@dg_nta
@narendramodi
@nta
@ashwini56068062
@mrbondhuin
@eduminofindia
@drrpnishank

Top Mentioned in G9:
@f_philippot
@yannick_comenge
@victorsinclair3
@tegnererik
@pascalpraud
@cnews
@pierre_gtil
@sarah41659531
@mariemonon
@franceinfo

Top Mentioned in G10:
@lassoguillermo
@pedritoextranja
@alejolalaleo
@kinttolucas
@relicheandres
@philipamlc
@comunicacionec
@ap_kost
@lenin_sarzosa
@victorina100pre

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@knewz_currently
@recentlatestvia
@oldlady12345
@grandesmedios
@berkleybearnews
@odio_nao
@detikcom
@okezonenews
@medicinehelp

Top Tweeters in G1:
@knewz_currently
@recentlatestvia
@grandesmedios
@berkleybearnews
@okezonenews
@medicinehelp
@republikaonline
@diariocontraste
@venezolanonews
@tempodotco

Top Tweeters in G2:
@vtvcanal8
@partidopsuv
@joserafaelbenc2
@rnvinformativa
@nellypsuvya
@alexisbravo67
@mireyave
@mippcivzla
@gnb_tachira
@wardofmusic1

Top Tweeters in G3:
@chuddles11
@heathrodgirs
@andyhammers
@natricer
@tmzedg
@srb1970rita
@andrewr_physics
@leighluscious1
@takethatct
@kath2cats

Top Tweeters in G4:
@reuters
@rhonda_harbison
@shirleyyoung2
@mutalabala
@jwahjwah
@sheelaghg
@pjpaton
@knitagran
@mortimer4kim
@micheal_olainn

Top Tweeters in G5:
@juanygar63
@elhuffpost
@publico_es
@vivamosahora
@mariaredondo18
@rosamariaartal
@juan_ll1
@tenesmo
@harrypedro7
@mvillafruela

Top Tweeters in G6:
@doodlestrks
@mailonline
@horshamgardener
@neoavatara
@rolynhome
@caramia200
@kjelenfy
@marcusfitzsimon
@askgerbil
@jamesldewitt

Top Tweeters in G7:
@lagrosta
@botliberalisme
@edira2
@alek_aloha
@zoreil1945
@dufailly1
@gmirlt
@lepoint
@plyrique
@dett67

Top Tweeters in G8:
@indiatoday
@1stindianews
@indiapostoffice
@etnowlive
@abpnews
@zeenews
@meenadasnarayan
@naturelovernk
@bappamanab
@greta

Top Tweeters in G9:
@bfmtv
@sarah41659531
@franceinfo
@cnews
@urbany73
@saraart4
@kittylt
@nathounut
@thierryparra46
@yukinek56432140

Top Tweeters in G10:
@forajida57
@lorbalfigor
@k151090
@condorecuador
@duranfuerza
@creatrabajos
@radio_pichincha
@teremosquera
@kamicazu
@thechipi


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