COVID, Twitter, 7/9/2022 11:27:19 AM, 279251


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COVID_2022-07-09_00-19-13.xlsx
COVID_2022-07-09_00-19-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2022
Short Description:
COVID via NodeXL https://bit.ly/3IxzUiL
@drericding
@kit_yates_maths
@dave2307
@joegrowling
@who
@borisjohnson
@marietattersall
@lisa_iannattone
@harryilesmann
@sworkalliancerm

Top hashtags:
#covid
#covid19
#covid_19
#longcovid
#cuba
#youngjae
#pfizer
#got7
#corona

Description:
Description
The graph represents a network of 11,195 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 Saturday, 09 July 2022 at 07:33 UTC.

The requested start date was Saturday, 09 July 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, 05 July 2022 at 12:16 UTC to Thursday, 07 July 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 : 11195
Unique Edges : 6394
Edges With Duplicates : 11513
Total Edges : 17907
Number of Edge Types : 5
Retweet : 5294
MentionsInRetweet : 6294
Replies to : 1272
Mentions : 2128
Tweet : 2919
Self-Loops : 2960
Reciprocated Vertex Pair Ratio : 0.00561555075593952
Reciprocated Edge Ratio : 0.0111683848797251
Connected Components : 3076
Single-Vertex Connected Components : 904
Maximum Vertices in a Connected Component : 1999
Maximum Edges in a Connected Component : 4001
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 11.148851
Graph Density : 7.43076568406654E-05
Modularity : 0.583524
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,195 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 Saturday, 09 July 2022 at 07:33 UTC.

The requested start date was Saturday, 09 July 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, 05 July 2022 at 12:16 UTC to Thursday, 07 July 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:
[29] https://www.soompi.com/article/1534570wpp/got7s-youngjae-halts-all-activities-after-testing-positive-for-covid-19
[23] https://www.telegraph.co.uk/news/2022/07/05/excess-deaths-rise-not-covid/
[15] https://www.voiceforscienceandsolidarity.org/videos-and-interviews/dont-vaccinate-your-children-with-covid-vaccines-ever
[14] https://www.independent.co.uk/news/health/covid-uk-rapid-test-lateral-flow-b2116326.html
[12] https://www.wsj.com/articles/why-the-rush-for-toddler-vaccines-covid-pandemic-children-fda-pfizer-moderna-medicine-evidence-11656951993
[10] https://www.lemonde.fr/planete/article/2022/07/05/covid-19-les-nouveaux-variants-mettent-en-echec-les-anticorps-monoclonaux_6133419_3244.html
[10] https://rumble.com/v1b2iq9-finally-medical-proof-the-covid-jab-is-murder.html
[9] https://marktaliano.net/will-the-tragic-fate-of-world-stars-like-celine-dion-and-justin-bieber-open-the-eyes-of-their-fans-impacts-of-covid-19-vaccine-by-dr-nicole-delepine/
[9] https://www.elobservador.com.uy/nota/juez-intimo-al-gobierno-y-a-pfizer-a-que-presenten-en-48-horas-toda-la-informacion-sobre-las-vacunas-contra-el-covid-19-20227219938
[8] https://www.allkpop.com/article/2022/07/got7s-youngjae-halts-activities-due-to-covid-19

Top URLs in Tweet in G1:
[4] https://www.wired.com/story/ihealth-covid-19-antigen-rapid-test-deal-july-2022/
[3] https://www.elobservador.com.uy/nota/juez-intimo-al-gobierno-y-a-pfizer-a-que-presenten-en-48-horas-toda-la-informacion-sobre-las-vacunas-contra-el-covid-19-20227219938
[3] https://www.theguardian.com/australia-news/2022/jul/06/more-australians-to-be-eligible-for-fourth-dose-of-covid-vaccine-as-omicron-infections-rise?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/Tuluhantekeli/status/1544044952837029891
[2] https://reddeapoyobogota.wixsite.com/home/post/boletin-covid-19-notired-red-de-apoyo-22abr22
[2] https://reiwa-shinsengumi.com/covid-19-policy202008/
[2] https://www.cbc.ca/news/canada/prince-edward-island/pei-2nd-booster-covid-vaccine-1.6511450
[2] https://www.nih.gov/news-events/news-releases/small-nih-study-reveals-how-immune-response-triggered-covid-19-may-damage-brain
[2] https://weather.com/health/coronavirus/video/you-could-have-long-covid-and-not-even-know-it
[2] https://twitter.com/P_McCulloughMD/status/1544655095740219392

Top URLs in Tweet in G2:
[2] https://venezuela-news.com/experto-revista-the-lancet-aseguro-covid-19-salio-laboratorio-eeuu/
[1] https://twitter.com/LawrenceDunhill/status/1544215753301184513
[1] https://twitter.com/ONS/status/1544962400989872130
[1] https://www.independent.co.uk/news/health/covid-uk-rapid-test-lateral-flow-b2116326.html
[1] https://medicalxpress.com/news/2022-06-covid-positive-patients-higher-neurodegenerative.html
[1] https://www.covid-datascience.com/post/does-mccullough-s-paper-really-establish-a-mechanistic-framework-for-mrna-vaccine-harm
[1] https://www.ajol.info/index.php/mmj/article/view/227544
[1] https://www.hsj.co.uk/coronavirus/exclusive-high-covid-rates-spark-blood-supply-crisis/7032744.article

Top URLs in Tweet in G3:
[1] https://twitter.com/CovidJusticeUK/status/1544991784127926275

Top URLs in Tweet in G4:
[2] https://www.wsj.com/articles/why-the-rush-for-toddler-vaccines-covid-pandemic-children-fda-pfizer-moderna-medicine-evidence-11656951993
[1] https://twitter.com/OBerruyer/status/1543884076624580608
[1] https://www.ninds.nih.gov/news-events/press-releases/small-nih-study-reveals-how-immune-response-triggered-covid-19-may-damage-brain
[1] https://www.reuters.com/legal/government/fda-will-not-require-clinical-trial-data-authorize-redesigned-covid-boosters-2022-06-30/
[1] https://www.riotimesonline.com/brazil-news/modern-day-censorship/moment-of-truth-pfizer-must-prove-efficacy-and-safety-of-its-vaccine-within-48-hours-in-uruguay/
[1] https://youtu.be/B-LuCWEQ5zc
[1] https://www.telegraph.co.uk/news/2022/07/05/excess-deaths-rise-not-covid/
[1] https://twitter.com/Le_General_off_/status/1544377658615758849
[1] https://drees.solidarites-sante.gouv.fr/publications-communique-de-presse/etudes-et-resultats/covid-19-prise-en-charge-des-patients-en

Top URLs in Tweet in G5:
[10] https://www.lemonde.fr/planete/article/2022/07/05/covid-19-les-nouveaux-variants-mettent-en-echec-les-anticorps-monoclonaux_6133419_3244.html
[2] https://tvadp.fr/
[1] https://www.lepoint.fr/societe/exclusif-covid-secrets-d-etat-06-07-2022-2482323_23.php
[1] https://m.epochtimes.fr/lancien-vice-president-pfizer-declare-failles-vaccin-intentionnelles-2064421.html?utm_source=twitter&utm_medium=sharedFromMember&via=EpochTimesFR
[1] https://m.epochtimes.fr/mise-en-garde-augmentation-cancers-analyse-recente-leucemie-vaccins-covid-2060900.html?utm_source=twitter&utm_medium=sharedFromMember&via=EpochTimesFR
[1] https://childrenshealthdefense.org/defender/patrick-provost-canada-covid-vaccines-children/
[1] https://twitter.com/drpguerin/status/1544398340527456256
[1] https://ccforum.biomedcentral.com/articles/10.1186/s13054-022-04038-5
[1] https://rumble.com/v1baqtn-dmographie-responsable-nicolas-sarkozy-.html
[1] https://www.titrespresse.com/34848452205/avignon-covid-infirmiere-hopital-malade-contrainte-travaillerl

Top URLs in Tweet in G6:
[2] https://www.nursingtimes.net/news/workforce/nursing-groups-criticise-removal-of-special-covid-19-sickness-policies-04-07-2022/
[2] https://torontosun.com/news/national/two-doses-are-no-longer-enough-canadians-required-to-get-covid-shot-every-nine-months
[1] https://twitter.com/nytimes/status/1545014824282640384
[1] https://twitter.com/ByrneBarry/status/1545010247345082368
[1] https://twitter.com/jonsopel/status/1545008575096971265
[1] https://www.newsdrum.in/international/cheerleader-boris-johnson-set-india-uk-partnership-on-comprehensive-course-55821.html
[1] https://rumble.com/v1bbjj1-dr.-bostom-on-browns-concealment-of-a-student-covid-vaccine-myopericarditis.html
[1] https://g1.globo.com/globonews/globonews-em-ponto/video/a-presenca-de-um-autoteste-negativo-nao-isenta-o-individuo-de-medidas-de-protecao-e-isolamento-destaca-virologista-sobre-covid-10735507.ghtml?utm_source=Twitter&utm_medium=Organico&utm_campaign=Gnews&utm_content=Social
[1] https://fxn.ws/3AxO01Q
[1] https://rebelne.ws/3AsmClD

Top URLs in Tweet in G7:
[3] https://news.sky.com/story/chinas-first-covid-19-vaccine-mandate-to-be-introduced-in-beijing-12646826
[2] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1
[2] https://trib.al/tq2h0ok
[1] https://twitter.com/EssexPR/status/1544273335881801728

Top URLs in Tweet in G8:
[1] https://brandequity.economictimes.indiatimes.com/news/advertising/flipkart-introduces-alia-bhatt-as-flipgirl-for-its-new-campaign/92720618

Top URLs in Tweet in G9:
[2] https://www.wsj.com/articles/why-the-rush-for-toddler-vaccines-covid-pandemic-children-fda-pfizer-moderna-medicine-evidence-11656951993?reflink=share_mobilewebshare
[1] https://i708.wordpress.com/2022/07/05/le-projet-de-loi-covid-vient-de-sortir-voici-le-texte-du-projet-de-loi-qui-sera-presente-le-11-juillet-2022-la-verite-vous-rendra-libres/
[1] http://masques.Moi
[1] https://thecountersignal.com/why-did-birth-rates-suddenly-drop/
[1] https://www.reuters.com/legal/government/fda-will-not-require-clinical-trial-data-authorize-redesigned-covid-boosters-2022-06-30/
[1] https://on.wsj.com/3ArYJuz
[1] https://www.wsj.com/articles/why-the-rush-for-toddler-vaccines-covid-pandemic-children-fda-pfizer-moderna-medicine-evidence-11656951993?st=ibkz4roqdw9mcmz&reflink=share_mobilewebshare

Top URLs in Tweet in G10:
[2] https://www.telegraph.co.uk/news/2022/07/05/excess-deaths-rise-not-covid/
[2] https://www.theguardian.com/australia-news/2022/jul/06/more-australians-to-be-eligible-for-fourth-dose-of-covid-vaccine-as-omicron-infections-rise?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1657109264
[1] https://www.science.org/doi/10.1126/science.abj0299#F3
[1] https://twitter.com/ctvcalgary/status/1544445581623541765
[1] https://childrenshealthdefense.org/defender/pfizer-whistleblower-lawsuit-fraud/
[1] https://childrenshealthdefense.org/defender/toddler-covid-vaccines-fda-eua-wall-street-journal/
[1] https://childrenshealthdefense.org/defender/uruguayan-covid-vaccine-kids-pfizer/
[1] https://childrenshealthdefense.org/defender/fda-covid-vaccine-booster-omicron-variant/
[1] https://childrenshealthdefense.org/defender/doctors-uk-government-covid-vaccine-kids/
[1] https://twitter.com/riendebock/status/1544285560994422787

Top Domains
Top Domains in Tweet in Entire Graph:
[333] twitter.com
[78] co.uk
[45] theguardian.com
[30] wsj.com
[29] soompi.com
[29] lemonde.fr
[28] nih.gov
[25] youtube.com
[23] reuters.com
[21] com.au

Top Domains in Tweet in G1:
[86] twitter.com
[10] theguardian.com
[10] com.br
[5] com.uy
[5] cbc.ca
[5] nih.gov
[5] co.uk
[5] apple.news
[5] wired.com
[4] youtube.com

Top Domains in Tweet in G2:
[2] twitter.com
[2] co.uk
[2] venezuela-news.com
[1] medicalxpress.com
[1] covid-datascience.com
[1] ajol.info

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] wsj.com
[1] nih.gov
[1] reuters.com
[1] riotimesonline.com
[1] youtu.be
[1] co.uk
[1] gouv.fr

Top Domains in Tweet in G5:
[10] lemonde.fr
[3] twitter.com
[2] epochtimes.fr
[2] tvadp.fr
[1] lepoint.fr
[1] childrenshealthdefense.org
[1] biomedcentral.com
[1] rumble.com
[1] titrespresse.com
[1] les-patriotes.fr

Top Domains in Tweet in G6:
[8] twitter.com
[2] globo.com
[2] nursingtimes.net
[2] torontosun.com
[1] newsdrum.in
[1] rumble.com
[1] fxn.ws
[1] rebelne.ws
[1] rebelnews.com
[1] forbes.com

Top Domains in Tweet in G7:
[3] sky.com
[2] youtube.com
[2] trib.al
[1] twitter.com

Top Domains in Tweet in G8:
[1] indiatimes.com

Top Domains in Tweet in G9:
[4] wsj.com
[1] wordpress.com
[1] masques.moi
[1] thecountersignal.com
[1] reuters.com

Top Domains in Tweet in G10:
[5] childrenshealthdefense.org
[5] theguardian.com
[3] twitter.com
[3] co.uk
[1] science.org
[1] youtube.com
[1] cnn.com
[1] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[324] covid
[168] covid19
[146] covid_19
[71] longcovid
[63] cuba
[39] youngjae
[34] pfizer
[31] got7
[23] corona
[22] covidisnotover



Top Hashtags in Tweet in G1:
[34] covid
[23] covid19
[16] covid_19
[7] coronavirus
[4] publichealth
[3] covidisnotover
[3] news
[3] datavisualization
[3] datascience
[3] analytics

Top Hashtags in Tweet in G2:
[1] johnsonout
[1] venezuelanews
[1] covid

Top Hashtags in Tweet in G3:
[1] covidisnotover
[1] covid19

Top Hashtags in Tweet in G4:
[8] covid_19
[7] covid
[3] vaccin
[3] macron
[2] ukrainerussiawar
[2] pfizer
[2] passsanitaire
[2] veran
[1] effetssecondaires
[1] macronnerie

Top Hashtags in Tweet in G5:
[6] covid
[3] covid_19
[3] directan
[3] avignon
[2] covid19
[2] nupes
[2] quoiquilencoute
[1] soirinfo
[1] soignantssuspendus
[1] liberté

Top Hashtags in Tweet in G6:
[8] longcovid
[7] covid
[5] borisjohnson
[4] ashkenazi
[3] longcovidkids
[3] itshappening
[2] covid19
[2] breakingnews
[2] rwanda
[1] indiauk

Top Hashtags in Tweet in G7:
[2] loancharge
[1] sajidjavid
[1] excluded
[1] fbeua
[1] nevertrustatory
[1] rottentothecore
[1] smallbusiness
[1] covid
[1] ir35
[1] tax

Top Hashtags in Tweet in G8:
[1] aliabhatt
[1] flipkart

Top Hashtags in Tweet in G9:
[1] pfizer

Top Hashtags in Tweet in G10:
[2] covidisairborne
[2] ichoosecovaxin
[1] biafrans
[1] referendum
[1] endsars
[1] endnigerianow
[1] greece

Top Words
Top Words in Tweet in Entire Graph:
[7815] covid
[1523] 19
[771] people
[462] over
[430] more
[378] johnson
[354] non
[347] long
[335] still
[324] #covid

Top Words in Tweet in G1:
[895] covid
[222] 19
[42] people
[39] vaccine
[36] more
[35] eu
[34] #covid
[31] over
[30] test
[30] cases

Top Words in Tweet in G2:
[185] covid
[75] johnson
[72] kit_yates_maths
[58] pandemic
[49] people
[41] tell
[41] over
[41] 19
[40] anyone
[39] mitigation

Top Words in Tweet in G3:
[146] dead
[106] johnson
[100] covid
[81] boris
[81] families
[80] femi_sorry
[79] journalists
[79] eulogising
[79] tragic
[79] hero

Top Words in Tweet in G4:
[158] covid
[47] non
[40] plus
[37] vaccinés
[35] pfizer
[31] sont
[31] cas
[27] bien
[24] vaccins
[24] par

Top Words in Tweet in G5:
[109] covid
[30] 19
[26] sont
[18] autre
[18] ceux
[17] non
[16] pfizer
[15] sanitaire
[15] explique
[14] vaccins

Top Words in Tweet in G6:
[82] covid
[26] borisjohnson
[23] johnson
[21] boris
[17] more
[14] people
[13] world
[12] down
[12] government
[11] before

Top Words in Tweet in G7:
[61] covid
[26] boris
[16] channel4news
[16] cabinet
[15] coup
[15] moments
[15] defined
[15] johnson's
[15] premiership
[11] gbnews

Top Words in Tweet in G8:
[129] company
[129] handhold
[129] local
[129] businesses
[129] during
[129] covid
[129] enabled
[129] safe
[129] seamless
[129] delivery

Top Words in Tweet in G9:
[90] covid
[44] 19
[42] pfizer
[36] haiti
[29] former
[29] employee
[29] injections
[29] being
[29] report
[28] turned

Top Words in Tweet in G10:
[103] covid
[33] fall
[27] kids
[26] mandate
[25] drsimonegold
[25] breaking
[25] nyc
[25] mayor
[25] eric
[25] adams

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1453] covid,19
[237] long,covid
[226] during,covid
[223] boris,johnson
[149] covid,deaths
[129] company,handhold
[129] handhold,local
[129] local,businesses
[129] businesses,during
[129] covid,enabled

Top Word Pairs in Tweet in G1:
[215] covid,19
[17] covid,vaccine
[12] covid,cases
[12] casos,covid
[11] 19,pandemic
[10] during,covid
[10] teste,covid
[10] contra,covid
[9] 19,vaccine
[8] positive,covid

Top Word Pairs in Tweet in G2:
[45] johnson,covid
[41] covid,19
[39] anyone,tell
[39] tell,mitigation
[39] mitigation,johnson
[39] covid,firstly
[39] firstly,pandemic
[39] pandemic,over
[38] kit_yates_maths,anyone
[38] over,sec

Top Word Pairs in Tweet in G3:
[81] boris,johnson
[79] johnson,dead
[79] dead,journalists
[79] journalists,eulogising
[79] eulogising,tragic
[79] tragic,hero
[79] hero,1st
[79] 1st,pm
[79] pm,found
[79] found,guilty

Top Word Pairs in Tweet in G4:
[25] non,vaccinés
[18] vaccins,covid
[16] soignants,non
[14] affirmer,ces
[14] ces,vaccins
[14] covid,arnm
[14] arnm,sont
[14] sont,nécessaires
[14] nécessaires,personnes
[14] personnes,atteintes

Top Word Pairs in Tweet in G5:
[30] covid,19
[22] covid,sont
[13] infectiologue,véronique
[13] véronique,mondain
[13] mondain,explique
[13] explique,bfm
[13] bfm,tv
[13] tv,moitié
[13] moitié,ceux
[13] ceux,hospitalisés

Top Word Pairs in Tweet in G6:
[20] boris,johnson
[11] covid,19
[9] stevegford,otforlc
[9] otforlc,occ4lifeltd
[9] occ4lifeltd,ot_skiff
[9] ot_skiff,lmaloney01
[9] lmaloney01,anita_atwal
[9] anita_atwal,rcot_lauren
[6] untold,numbers
[6] numbers,canadians

Top Word Pairs in Tweet in G7:
[15] covid,cabinet
[15] cabinet,coup
[15] coup,moments
[15] moments,defined
[15] defined,boris
[15] boris,johnson's
[15] johnson's,premiership
[14] channel4news,covid
[5] herd,mentality
[4] daveangie138,danwootton

Top Word Pairs in Tweet in G8:
[129] company,handhold
[129] handhold,local
[129] local,businesses
[129] businesses,during
[129] during,covid
[129] covid,enabled
[129] enabled,safe
[129] safe,seamless
[129] seamless,delivery
[129] delivery,doorsteps

Top Word Pairs in Tweet in G9:
[44] covid,19
[29] former,pfizer
[29] pfizer,employee
[28] employee,turned
[28] turned,whistleblower
[28] whistleblower,main
[28] main,goal
[28] goal,covid
[28] 19,injections
[28] injections,falsely

Top Word Pairs in Tweet in G10:
[25] breaking,nyc
[25] nyc,mayor
[25] mayor,eric
[25] eric,adams
[25] adams,plans
[25] plans,mandate
[25] mandate,covid
[25] covid,injections
[25] injections,kids
[25] kids,fall

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@thedutchsimmons
@deborahmeaden
@potus
@borisjohnson
@nicole_lee_sch
@kit_yates_maths
@karl_lauterbach
@skynews
@danielle_mors

Top Replied-To in G1:

Top Replied-To in G2:
@kit_yates_maths
@letsthinkdeeply
@jason_banks_
@andythomas631
@capitalismevil
@chris_f_carson
@j_b_kennedy
@yash25571056
@paulbranditv
@barryjohnreid21

Top Replied-To in G3:
@bloxymiku
@sjk415
@femi_sorry

Top Replied-To in G4:
@planetes360
@marc04771855
@aomame1q
@divizio1
@gandalf59624584
@niusmarco
@anouar_____

Top Replied-To in G5:
@lcp
@alainpiriou
@brigitte92000
@houberte
@dupontaignan
@bretag_romantiq
@branis31

Top Replied-To in G6:
@borisjohnson
@zacgoldsmith
@michaeltakemp
@arwenstar
@thercot
@thor_6723
@globonews
@sarahbarleymc
@loscharlos
@macroliter

Top Replied-To in G7:
@skynews
@gbnews
@daveangie138
@restispolitics
@mark_j_harper
@bethrigby
@sajidjavid
@danwootton
@campbellclaret
@gmb

Top Replied-To in G9:
@christinapushaw
@mlp_officiel
@punctuationamok
@nannystateaus1
@jonathanchait
@zoomabus
@mazagan_ft

Top Replied-To in G10:
@benmazer
@covid_priest
@zoricalukic69
@drsimonegold
@reicherstephen
@magic14272090
@fusionptcapital
@puffinforever
@em_lickspittle
@robertkennedyjr

Top Mentioned
Top Mentioned in Entire Graph:
@priyanka_s7
@f
@manuelrico
@femi_sorry
@kit_yates_maths
@doctor_oxford
@chakrabortty
@jonlevybu
@femiyahtzee
@maracepeda

Top Mentioned in G1:
@caesarianadima1
@kowisalzburg
@championzelda
@ambumilmaturin
@lechiendechaine
@yabrock
@wasoutlooks
@hectorparrargz
@woodyal19092646
@weeze_missmyfam

Top Mentioned in G2:
@kit_yates_maths
@devisridhar
@yash25571056
@mattgreencomedy
@thelancet
@breezergalway
@jneill
@sharky_vs_evil
@mumontherun01
@shamezladhani

Top Mentioned in G3:
@femi_sorry
@chakrabortty
@david_conn
@richardjmurphy
@kit_yates_maths
@devisridhar
@ledredman
@chrisgreybrexit
@peterjukes
@finn_mackay

Top Mentioned in G4:
@jgalt485
@marseille_jeff
@fcouilbault1
@jonquille1234
@marc04771855
@blemontd
@poulin2012
@lemay_vero
@le_general_off_
@medic4allhuman

Top Mentioned in G5:
@borowskimike
@verity_france
@cstrateges
@lcp
@dupontaignan
@thelemastain
@banounhelene
@f_philippot
@raquelgarridofr
@hamelinmd

Top Mentioned in G6:
@borisjohnson
@stevegford
@otforlc
@occ4lifeltd
@ot_skiff
@lmaloney01
@anita_atwal
@rcot_lauren
@nycmayor
@rebelnewsonline

Top Mentioned in G7:
@channel4news
@sajidjavid
@gbnews
@campbellclaret
@rishisunak
@bbcnews
@danwootton
@janewinward
@skynews
@worldofnc

Top Mentioned in G8:
@priyanka_s7
@f
@flipkart

Top Mentioned in G9:
@operator1n
@frankgrimes_jr
@chuckcallesto
@christinapushaw
@erichhartmann
@wsj
@hjgtweet
@saudet80
@mazagan_ft
@keriksenv2

Top Mentioned in G10:
@drsimonegold
@robertkennedyjr
@sophiefloating
@dgurdasani1
@ericbkennedy
@reicherstephen
@guardian
@togetherdec
@dgbassani
@rivm

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@sectest9
@recentlatestvia
@detikcom
@zyitegadgets
@afropages
@gambiste1
@kanekos69
@titrespresse
@karadenizli0808

Top Tweeters in G1:
@zazoomblog
@recentlatestvia
@zyitegadgets
@afropages
@radioelshinta
@cbmsc193
@_m6ly
@actusnonstop
@spothitos
@owen_author

Top Tweeters in G2:
@wildwalkerwoman
@glynmoody
@golwgymor
@donnadiane1970
@adevotedyogi
@zuluzim909
@spoonhead8
@johnwest_jaws
@suenieland
@jentoo44

Top Tweeters in G3:
@scott1984fp
@kevthecheff
@amandajs11
@londonyc
@clairesiegely
@peterjukes
@ledredman
@elomusicale
@generalquixote
@joneyi1

Top Tweeters in G4:
@fleur2108
@mrigalon
@mrjumper02
@chacha78180
@chantal_colland
@domferlet
@dendir35
@titiknty
@odilecsr
@albanie_jose

Top Tweeters in G5:
@titrespresse
@edira2
@domjdom
@fleuravr
@diogene2607
@cnews
@lanissarda
@myriamjerome
@lehmanndrc
@reginevalsot

Top Tweeters in G6:
@foxnews
@starfortress
@pjmugs
@lacunalingua_3
@metropoles
@pandamoanimum
@globonews
@chrisrbarry
@plathelibrarian
@rsmorrow1964

Top Tweeters in G7:
@moonbootica
@skynews
@bbcnews
@trackntracer
@slthompson29
@jccordero28
@ios_grizlywolf
@itvnews
@brewdog1950
@therealfes

Top Tweeters in G8:
@alex07225372
@gelaskotakk
@markcityyx__
@anspwer
@sara_sara_97
@hanitzy_
@lluckysoo__
@_winscutiex
@123456chil
@axznoce

Top Tweeters in G9:
@cjsienna55
@freedomlosing
@wsj
@lnair123
@patmann1
@walkfromdems
@kerpen
@nath29021
@denmother90
@syriasonline

Top Tweeters in G10:
@gambiste1
@business
@guardian
@endsarsbot_
@cielnow
@thetimes
@pverbeeck2
@new_joerg
@sandyhi2244
@mickbrooks666