COVID, Twitter, 11/20/2021 10:25:03 AM, 266738


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COVID_2021-11-20_00-18-01.xlsx
COVID_2021-11-20_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2021
Short Description:
COVID via NodeXL https://bit.ly/3x843zj
@amrit_lohia
@createperhaps
@borisjohnson
@hoppysaul
@gmb
@ljohnarnold100
@pierrekory
@sandyboots2020
@sharonpentay
@milliganglenne

Top hashtags:
#covid_19
#covid
#covid19
#coronavirus
#corona
#estadodealarma
#toquedequeda

Description:
Description
The graph represents a network of 11,951 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, 20 November 2021 at 08:37 UTC.

The requested start date was Saturday, 20 November 2021 at 01:01 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, 2-minute period from Wednesday, 17 November 2021 at 12:17 UTC to Friday, 19 November 2021 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 : 11951
Unique Edges : 7027
Edges With Duplicates : 11253
Total Edges : 18280
Number of Edge Types : 5
Replies to : 1134
Mentions : 2611
Retweet : 5094
MentionsInRetweet : 5900
Tweet : 3541
Self-Loops : 3593
Reciprocated Vertex Pair Ratio : 0.0041076640363204
Reciprocated Edge Ratio : 0.00818172031435031
Connected Components : 3694
Single-Vertex Connected Components : 1025
Maximum Vertices in a Connected Component : 467
Maximum Edges in a Connected Component : 809
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.035666
Graph Density : 6.50424379325762E-05
Modularity : 0.588002
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,951 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, 20 November 2021 at 08:37 UTC.

The requested start date was Saturday, 20 November 2021 at 01:01 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, 2-minute period from Wednesday, 17 November 2021 at 12:17 UTC to Friday, 19 November 2021 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:
[19] https://www.theguardian.com/world/2021/nov/17/wearing-masks-single-most-effective-way-to-tackle-covid-study-finds?CMP=Share_iOSApp_Other
[14] https://www.express.co.uk/news/uk/1521786/Gibraltar-news-covid-cases-rise-Christmas-lockdown
[11] https://www.theguardian.com/world/2021/nov/17/wearing-masks-single-most-effective-way-to-tackle-covid-study-finds
[10] https://www.bmj.com/content/375/bmj-2021-068302
[9] https://www.zerohedge.com/covid-19/austria-imposes-full-lockdown-vow-penalties-those-who-resist-germany-may-follow
[9] https://www.theepochtimes.com/fda-asks-court-for-55-years-to-fully-release-pfizer-covid-19-vaccine-data_4110761.html/amp
[9] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[9] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[8] https://news.sky.com/story/covid-19-austria-to-enter-full-national-lockdown-amid-record-case-surge-as-fourth-wave-sweeps-europe-12472233
[8] https://elpais.com/ciencia/2021-11-18/la-siguiente-pandemia-ya-ha-empezado-la-covid-ha-acelerado-la-aparicion-de-superbacterias.html

Top URLs in Tweet in G1:
[6] COVID
[6] support
[6] scheme
[6] grants
[6] to
[6] HMRC&utm_source=linkedin
[6] company
[6] page&utm_medium=social
[6] media
[6] https://pkn.id/

Top URLs in Tweet in G2:
[2] https://twitter.com/ark_tara/status/1460608473800994821?t=or59rPl8oUF0UBKj_gzoDg&s=19
[2] https://www.newindianexpress.com/world/2021/nov/19/south-korea-sees-recordjump-in-covid-cases-as-thousands-take-college-exam-2385566.html
[2] https://www.indiatoday.in/coronavirus-outbreak/story/south-korea-record-jump-covid-19-cases-thousands-college-exam-1878144-2021-11-18

Top URLs in Tweet in G3:
[4] https://www.express.co.uk/news/uk/1522592/NHS-news-mortuaries-fill-panic-deaths-inquiry-covid
[2] https://www.telegraph.co.uk/news/2021/11/17/children-have-had-covid-should-wait-three-months-get-vaccine/
[2] https://news.sky.com/story/covid-19-austria-to-enter-full-national-lockdown-amid-record-case-surge-as-fourth-wave-sweeps-europe-12472233
[1] https://www.bbc.co.uk/news/world-europe-59343650
[1] https://www.bbc.co.uk/news/uk-northern-ireland-59325108
[1] https://twitter.com/cnn/status/1461157989478502402
[1] https://fit.thequint.com/hindi/covid-19-vaccine-related-rumors-fact-check-with-rj-sayema
[1] https://www.dailymail.co.uk/news/article-10220735/Europes-Covid-crisis-Austria-makes-vaccines-mandatory-EVERYONE.html
[1] https://twitter.com/JuliaHB1/status/1461632701283328000
[1] https://wwcorrigan.blogspot.com/2021/11/the-case-for-non-pharmaceutical-covid.html

Top URLs in Tweet in G4:
[2] https://www.lifesitenews.com/news/holocaust-survivor-warns-against-covid-mandates-new-fascist-dictatorship/
[1] https://twitter.com/disclosetv/status/1461641578771099652
[1] https://www.newscientist.com/definition/indian-covid-19-variant-b-1-617/
[1] http://www.fda.gov/coronavirus-disease-2019-covid-19/comirnaty-and-pfizer-biontech-covid-19-vaccine?fbclid=IwAR0UcF9PtS1C_G1zzp1Qw4BKfMSnzncQu4Jw4A1YRveFk8CxPiutpQAOjeA
[1] https://www.gov.uk/government/news/pm-announces-100-day-target-to-create-new-vaccines

Top URLs in Tweet in G5:
[5] https://www.theguardian.com/world/2021/nov/19/storm-clouds-over-europe-but-uk-covid-rates-remain-higher?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1637324199
[5] https://trib.al/7B6N0eR
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=6160c558-4931-11ec-b211-4a6261644b43&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0xOS9hdXN0cmlhLXRvLWxvY2stZG93bi1pbi1iaWQtdG8taGFsdC1yZWNvcmQtY292aWQtc3VyZ2UtcmVwb3J0cw==
[4] https://trib.al/8BBt0rf
[2] https://trib.al/UkdOrYV
[2] https://trib.al/PHrGBPN
[2] https://www.nytimes.com/2021/11/18/health/covid-wuhan-market-lab-leak.html?referringSource=articleShare
[2] https://www.channelnewsasia.com/world/germanys-covid-19-situation-dramatic-says-merkel-2319981?utm_source=dlvr.it&utm_medium=twitter
[2] https://abcnews.go.com/Health/live-updates/coronavirus/?id=81174715
[2] https://www.nytimes.com/2021/11/17/world/europe/covid-vaccine-germany-europe.html?campaign_id=154&emc=edit_cb_20211117&instance_id=45674&nl=coronavirus-briefing®i_id=123299845&segment_id=74688&te=1&user_id=fb76a1dadb2855e7c343320c89981f18

Top URLs in Tweet in G6:
[5] https://pgibertie.com/2021/11/19/mortalite-covid-les-deux-doses-moins-proteges-que-les-non-vaccines-six-mois-apres-linjection/#Pfizergate
[3] https://www.huffingtonpost.fr/entry/covid-19-pour-le-chef-de-reanimation-hopital-bichat-cest-suicidaire-de-ne-pas-se-faire-vacciner_fr_61970f23e4b044a1cc051d9d?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1637294355
[2] https://www.dhnet.be/regions/luxembourg/covid-19-la-police-veille-au-respect-strict-des-mesures-sanitaires-619790049978e25ff08dfc7c
[2] https://www.rtbf.be/info/monde/europe/detail_l-allemagne-n-est-pas-assez-severe-dans-ses-mesures-anti-covid-selon-son-autorite-sanitaire?id=10881811
[1] https://pgibertie.com/2021/11/16/les-antilles-ont-tue-la-covid-et-ce-nest-pas-le-vaccin/
[1] https://www.bfmtv.com/sante/covid-19-l-autriche-annonce-un-confinement-de-toute-sa-population-et-rend-la-vaccination-obligatoire_AD-202111190153.html
[1] https://www.youtube.com/watch?v=TcWbwnkbZMc&feature=youtu.be

[1] https://www.express.co.uk/news/uk/1521786/Gibraltar-news-covid-cases-rise-Christmas-lockdown
[1] https://www.bfmtv.com/sante/covid-19-macron-n-ecarte-pas-une-generalisation-de-la-3e-dose_AD-202111180534.html
[1] https://www.irishtimes.com/news/ireland/irish-news/fresh-data-show-co-waterford-worst-affected-by-coronavirus-1.4719638

Top URLs in Tweet in G7:
[2] https://sharylattkisson.com/2021/11/read-22-states-challenge-covid-19-vaccine-mandate/
[2] https://childrenshealthdefense.org/about-us/sign-up/?utm_source=BKtwitter&utm_medium=defender
[2] https://childrenshealthdefense.org/defender/biden-administration-covid-vaccine-mandates/
[2] https://sante.journaldesfemmes.fr/fiches-maladies/2738049-valneva-vaccin-francais-covid-quand-france-efficacite-composition-effet-secondaire-disponibilite/
[2] https://www.lesechos.fr/idees-debats/editos-analyses/covid-les-effets-secondaires-du-vaccin-vont-couter-cher-a-laustralie-1364543
[2] https://pgibertie.com/2021/11/19/mortalite-covid-les-deux-doses-moins-proteges-que-les-non-vaccines-six-mois-apres-linjection/
[1] https://childrenshealthdefense.org/defender/sharyl-attkisson-full-measure-covid-vaccine-mandates-freedom-government-control/
[1] https://childrenshealthdefense.org/defender/jeremy-hunt-fauci-gates-covid-vaccines-boosters/
[1] https://childrenshealthdefense.org/defender/science-studies-covid-vaccine-mandates/
[1] https://sharylattkisson.com/2021/11/physician-assistant-my-bosses-didnt-want-me-to-report-covid-19-vaccine-side-effects-podcast/

Top URLs in Tweet in G8:
[4] https://www.bmj.com/content/375/bmj-2021-068302
[2] https://trib.al/OPqdAOR
[2] https://trib.al/GKXDYXV
[2] https://www.bbc.co.uk/news/live/world-59329996?ns_mchannel=social&ns_source=twitter&ns_campaign=bbc_live&ns_linkname=619632491b17f0262dc3f3b7%26Croatian%20president%20triggers%20Covid%20row%20with%20Austria%262021-11-18T11%3A15%3A06.475Z&ns_fee=0&pinned_post_locator=urn:asset:37d63c86-4f23-4543-8507-b03fcc0f75a8&pinned_post_asset_id=619632491b17f0262dc3f3b7&pinned_post_type=share
[1] https://news.yahoo.com/florida-becomes-first-state-impose-024926789.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://news.yahoo.com/california-couple-swindled-millions-covid-045218914.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://cassandravoices.com/science-environment/science/chay-bowes-hse-perpetuates-dysfunction/
[1] https://es.noticias.yahoo.com/covid-19-austria-vuelve-ordenar-112324356.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://uk.news.yahoo.com/covid-19-austria-style-lockdown-111158391.html?soc_src=community&soc_trk=tw
[1] https://twitter.com/NPEU_UKOSS/status/1447461088744857602

Top URLs in Tweet in G9:
[5] https://www.gala.fr/l_actu/news_de_stars/un-pcr-nest-pas-un-cas-de-covid-le-dr-gerald-kierzek-jette-un-pave-dans-la-mare_480961
[2] https://www.lefigaro.fr/covid-19-la-carte-des-departements-qui-reimposent-le-port-du-masque-en-exterieur-20211117
[1] https://lemediaen442.fr/larcheveque-carlo-maria-vigano-appelle-a-une-alliance-anti-mondialiste-internationale/
[1] https://www.reuters.com/legal/government/wait-what-fda-wants-55-years-process-foia-request-over-vaccine-data-2021-11-18/
[1] https://www.lemonde.fr/les-decodeurs/article/2021/11/18/onze-fois-plus-de-vaccines-a-l-hopital-comment-faire-mentir-de-vraies-statistiques-sur-le-covid-19_6102599_4355770.html
[1] https://www.lefigaro.fr/international/covid-19-l-autriche-va-rendre-la-vaccination-obligatoire-a-partir-du-1er-fevrier-20211119
[1] https://www.gouvernement.fr/info-coronavirus/vaccins?xtor=SEC-3-GOO-[]-[511245726400]-S-[%2Bvaccin%20%2Bcovid
[1] https://twitter.com/cnews/status/1461611340519428101
[1] https://infodujour.fr/politique/54068-lautriche-se-souleve-contre-la-dictature-sanitaire
[1] https://www.thelocal.se/20211117/analysis-will-sweden-introduce-covid-vaccine-passes/

Top Domains
Top Domains in Tweet in Entire Graph:
[361] twitter.com
[182] co.uk
[74] trib.al
[73] theguardian.com
[48] blogspot.com
[44] com.br
[37] nytimes.com
[35] bit.ly
[32] youtube.com
[28] msn.com

Top Domains in Tweet in G1:
[103] twitter.com
[19] theguardian.com
[18] com.br
[17] co.uk
[11] nytimes.com
[10] msn.com
[7] zerohedge.com
[6] pkn.id
[5] rt.com
[5] trib.al

Top Domains in Tweet in G2:
[2] twitter.com
[2] newindianexpress.com
[2] indiatoday.in

Top Domains in Tweet in G3:
[16] co.uk
[5] twitter.com
[2] dailysceptic.org
[2] sky.com
[1] thequint.com
[1] blogspot.com
[1] ac.uk
[1] againstvaccinepassports.com
[1] substack.com
[1] safezoneproject.eu

Top Domains in Tweet in G4:
[2] lifesitenews.com
[1] twitter.com
[1] newscientist.com
[1] fda.gov
[1] gov.uk

Top Domains in Tweet in G5:
[18] trib.al
[11] nytimes.com
[7] theguardian.com
[5] cnn.it
[5] co.uk
[4] nyti.ms
[4] bloomberg.com
[2] channelnewsasia.com
[2] go.com
[1] co.za

Top Domains in Tweet in G6:
[6] pgibertie.com
[5] lemonde.fr
[4] twitter.com
[3] bfmtv.com
[3] huffingtonpost.fr
[2] dhnet.be
[2] rtbf.be
[2] limportant.fr
[1] youtube.com
[1] co.uk

Top Domains in Tweet in G7:
[7] childrenshealthdefense.org
[3] sharylattkisson.com
[3] twitter.com
[2] journaldesfemmes.fr
[2] lesechos.fr
[2] pgibertie.com
[2] co.uk
[1] europe1.fr
[1] francesoir.fr
[1] bfmtv.com

Top Domains in Tweet in G8:
[5] co.uk
[4] trib.al
[4] yahoo.com
[4] bmj.com
[1] cassandravoices.com
[1] twitter.com
[1] wordpress.com
[1] newscientist.com

Top Domains in Tweet in G9:
[5] gala.fr
[3] lefigaro.fr
[2] twitter.com
[1] lemediaen442.fr
[1] reuters.com
[1] lemonde.fr
[1] gouvernement.fr
[1] infodujour.fr
[1] thelocal.se
[1] msn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[398] covid_19
[272] covid
[213] covid19
[50] coronavirus
[39] corona
[37] estadodealarma
[37] toquedequeda
[36] islaholdukgeridönmeyelim
[34] 44518
[32] vaccine



Top Hashtags in Tweet in G1:
[79] covid_19
[37] covid
[32] covid19
[10] generasicerlang
[8] coronavirus
[8] austria
[5] lockdown
[5] corona
[4] pandemic
[4] whatshappeninginmyanmar

Top Hashtags in Tweet in G2:
[17] upscextraattempt
[6] doterm1hybrid
[5] covid_19
[5] caanrc
[5] covid
[5] jeeadvancedextraattempt
[5] vaccine
[4] maketerm1hybrid
[2] farmlaws
[2] gurupurab

Top Hashtags in Tweet in G3:
[12] covid19
[9] covid_19
[5] coronavirus
[4] datavisualization
[4] datascience
[4] analytics
[4] data
[3] german
[2] brexit
[2] resist

Top Hashtags in Tweet in G5:
[2] covid
[1] coronavirus
[1] covid19
[1] sarscov2
[1] wales
[1] cymru

Top Hashtags in Tweet in G6:
[6] passsanitaire
[3] covid19
[1] antivaxxers
[1] thegreatreset

Top Hashtags in Tweet in G7:
[4] macron
[3] hdpros2
[3] covid_19
[3] covid
[2] thedefender
[2] giletsjaunes
[2] medias
[2] france
[2] touscontremacron
[2] passsanitaire

Top Hashtags in Tweet in G8:
[11] sowhat
[8] covid_19
[5] antigen
[5] schools
[3] rubicon
[3] novaxpassports
[3] longcovid
[2] irish
[1] covidinquirynow
[1] katiepersinger

Top Hashtags in Tweet in G9:
[18] combat
[7] passvaccinal
[5] autriche
[5] police
[5] armée
[5] passsanitaire
[5] liberté
[4] covid19
[3] covid_19
[2] hdpros

Top Hashtags in Tweet in G10:
[26] islaholdukgeridönmeyelim
[15] seninleyiztalha
[15] zamançarkı
[15] kedileraslanolmaz
[15] aytutulmasi
[15] keçiören
[15] bera
[15] dünyaerkeklergünü
[15] ahmetkaya
[15] bitcoin

Top Words
Top Words in Tweet in Entire Graph:
[7733] covid
[2275] 19
[629] people
[603] vaccine
[398] #covid_19
[373] more
[354] vaccinated
[316] die
[304] austria
[293] non

Top Words in Tweet in G1:
[889] covid
[315] 19
[79] #covid_19
[54] 2021
[53] vaccine
[50] people
[46] contra
[40] more
[39] cases
[37] #covid

Top Words in Tweet in G2:
[96] covid
[79] र
[76] न
[75] क
[60] द
[45] ज
[45] म
[42] स
[42] पर
[39] narendramodi

Top Words in Tweet in G3:
[141] covid
[34] full
[32] compulsory
[30] austria
[27] lockdown
[26] juliahb1
[25] go
[25] still
[24] jabs
[24] people

Top Words in Tweet in G4:
[6] covid
[4] mcfunny
[4] takethatct
[4] kathmarval
[3] crabb_vicki
[3] days
[2] cooljamm55
[2] holocaust
[2] survivor
[2] warns

Top Words in Tweet in G5:
[94] covid
[39] nytimes
[33] 19
[25] vaccine
[23] breaking
[23] news
[21] cnn
[20] people
[20] pandemic
[19] plans

Top Words in Tweet in G6:
[100] covid
[39] f_philippot
[30] 19
[25] plus
[21] vérité
[20] après
[19] cas
[18] mois
[18] levée
[18] immédiate

Top Words in Tweet in G7:
[95] covid
[20] effets
[19] vaccin
[18] 19
[15] non
[13] vaccines
[12] mandates
[12] secondaires
[12] plus
[12] rwmalonemd

Top Words in Tweet in G8:
[79] covid
[20] sajidjavid
[15] vaccine
[15] risk
[13] children
[13] unvaccinated
[12] cmo_england
[12] hospital
[11] system
[11] people

Top Words in Tweet in G9:
[36] anciens
[33] covid
[30] sont
[30] ils
[27] même
[24] ce
[23] guadeloupe
[23] appellent
[21] le_general_offl
[21] vaccinés

Top Words in Tweet in G10:
[74] covid
[33] için
[26] #islaholdukgeridönmeyelim
[21] mücadele
[20] veriyoruz
[20] rterdogan
[18] 19
[16] bu
[15] ve
[15] çığlık

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2187] covid,19
[174] contra,covid
[159] covid,vaccine
[139] 19,vaccine
[107] covid,cases
[86] public,health
[85] mask,wearing
[80] fully,vaccinated
[73] due,covid
[72] covid,vaccines

Top Word Pairs in Tweet in G1:
[297] covid,19
[36] contra,covid
[15] secara,daring
[13] covid,vaccine
[13] pandemi,covid
[12] 19,cases
[12] due,covid
[11] tahun,ini
[11] 19,vaccine
[10] during,covid

Top Word Pairs in Tweet in G2:
[34] covid,19
[28] भ,जप
[28] र,ह
[23] extra,attempt
[17] स,क
[16] य,न
[15] र,य
[15] सरक,र
[15] म,द
[14] उत,तर

Top Word Pairs in Tweet in G3:
[23] austria,go
[23] go,full
[23] full,lockdown
[20] breaking,austria
[20] lockdown,monday
[20] monday,covid
[20] covid,surges
[20] surges,jabs
[20] jabs,compulsory
[20] compulsory,feb

Top Word Pairs in Tweet in G4:
[3] mcfunny,takethatct
[2] holocaust,survivor
[2] survivor,warns
[2] warns,against
[2] against,covid
[2] covid,mandates
[2] mandates,fascist
[2] fascist,dictatorship
[2] poll,time
[2] time,many

Top Word Pairs in Tweet in G5:
[30] covid,19
[21] breaking,news
[19] covid,vaccine
[17] nytimes,breaking
[14] white,house
[12] news,white
[12] house,plans
[12] plans,spend
[12] spend,billions
[12] billions,expanding

Top Word Pairs in Tweet in G6:
[30] covid,19
[18] levée,immédiate
[18] secret,défense
[14] gestion,covid
[14] cas,covid
[13] covid,exigeons
[13] exigeons,levée
[13] immédiate,scandaleux
[13] scandaleux,secret
[13] défense,vérité

Top Word Pairs in Tweet in G7:
[18] covid,19
[12] effets,secondaires
[8] covid,effets
[8] secondaires,vaccin
[8] vaccin,vont
[8] vont,coûter
[8] coûter,cher
[8] cher,l'australie
[7] interviews,days
[7] days,apart

Top Word Pairs in Tweet in G8:
[11] pregnant,women
[11] admitted,hospital
[10] covid,19
[10] women,admitted
[10] hospital,including
[10] including,icu
[10] icu,covid
[10] covid,unvaccinated
[10] unvaccinated,risk
[9] cmo_england,pregnant

Top Word Pairs in Tweet in G9:
[18] même,anciens
[18] anciens,sont
[18] sont,rue
[18] rue,guadeloupe
[18] guadeloupe,jeunes
[18] jeunes,anciens
[18] anciens,tous
[18] tous,ils
[18] ils,appellent
[18] appellent,#combat

Top Word Pairs in Tweet in G10:
[20] için,mücadele
[20] mücadele,veriyoruz
[18] covid,19
[15] çığlık,atıyorum
[15] atıyorum,olur
[15] olur,duyun
[15] duyun,sesimi
[15] sesimi,sma_talha
[15] sma_talha,#seninleyiztalha
[15] #seninleyiztalha,#zamançarkı

Top Replied-To
Top Replied-To in Entire Graph:
@anncoulter
@f_philippot
@karl_lauterbach
@laastea1
@srfe3c
@arminwolf
@realdenisewelch
@cnews
@stevepricemedia
@guillaumebarucq

Top Replied-To in G2:
@narendramodi
@ajaybhattbjp4uk
@pushkardhami
@dheerajsanghi
@swamy39
@dasananraavan
@rotishkumar6
@sonusood
@amitshah
@railminindia

Top Replied-To in G3:
@freddiesayers
@essexpr
@recina790
@dubfox3
@ashman2017
@realblackirish
@borisjohnson
@donwinslow
@mi6rogue
@potus

Top Replied-To in G4:
@dave_odo
@zeetubes
@kathmarval
@1984kuhn

Top Replied-To in G5:
@psycobunny
@hotsauce365
@gma
@holnburger
@harrylitman
@c_dave
@rwjdingwall
@nytimes
@aerialvisionpro
@anon_moose1

Top Replied-To in G6:
@f_philippot
@ana_anamddk
@edouardhusson
@cstrateges
@fcouilbault1
@verhaeghe
@cote_science
@wuchnerico
@philippemurer
@bfmtv

Top Replied-To in G7:
@cnews
@rwmalonemd
@peter896588
@12b5c416f8e5408
@fredarnator
@gentiltrollvert
@anlv59
@julikadeltogno
@somabrouk
@perezvictorhaim

Top Replied-To in G8:
@realdenisewelch
@jeffreypeel
@sajidjavid
@cmo_england
@bbcnews
@helen_barnowl
@mistadelz
@mythinformedmke
@naomi_long
@bunna79

Top Replied-To in G9:
@whiskey2ooo
@lauronnicolas
@poulin2012

Top Replied-To in G10:
@rbklndr
@ahidevran2023
@e_hzur_rte_
@kald_fadime
@_talha___
@yxlklyc
@efetoru58348693
@mertistann
@rtehacer
@akkadinistanbul

Top Mentioned
Top Mentioned in Entire Graph:
@sleepisocialist
@nytimes
@manuelrico
@narendramodi
@f_philippot
@jjaranaz94
@chuckcallesto
@traselvalle_obc
@gnev2
@charlesbrew

Top Mentioned in G1:
@twitpollnl
@dianehain
@allsteeve
@matyldako
@defendsliberty
@g6sven
@blythe_gryphon

Top Mentioned in G2:
@narendramodi
@pmoindia
@doptgoi
@rekonzza
@dpradhanbjp
@rahulgandhi
@drjitendrasingh
@amitshah
@scottmorrisonmp
@bhavikakapoor5

Top Mentioned in G3:
@juliahb1
@essexpr
@borisjohnson
@dubfox3
@suzanneevans1
@talkradio
@rwtaylors
@potus
@battleaxebrit1
@alanvibe

Top Mentioned in G4:
@mcfunny
@takethatct
@crabb_vicki
@kathmarval
@cooljamm55
@maureenstroud
@thisisnothappen
@bottomleyfiona
@tony__heller
@tonybaduy

Top Mentioned in G5:
@nytimes
@cnn
@telegraph
@guardian
@ashishkjha
@cemas_io
@gstephanopoulos
@gma
@alfredlandecker
@n

Top Mentioned in G6:
@f_philippot
@bfmtv
@lemondefr
@cstrateges
@dragonduclos
@philippemurer
@besse_pascale
@davidpujadas
@jwaintraub
@lesrepublicains

Top Mentioned in G7:
@yvespdb
@medic4allhuman
@robertkennedyjr
@cnews
@rwmalonemd
@veroniquegenest
@sharylattkisson
@pchaibriant
@carene1984
@nc_vert

Top Mentioned in G8:
@sajidjavid
@cmo_england
@bbcnews
@dr2nisreenalwan
@boweschay
@mythinformedmke
@yahoo
@suewilson91
@realdenisewelch
@daveatherton20

Top Mentioned in G9:
@le_general_offl
@marchri37519183
@philippejeanpr1
@lauronnicolas
@philippeherlin
@poulin2012
@maxdelvallee
@diogene_2020
@charlesfyda
@laissonslespre1

Top Mentioned in G10:
@rterdogan
@sma_talha
@dbdevletbahceli
@yorgun_yllarm77
@yilmaztunc
@adalet_bakanlik
@abdulhamitgul
@avcahitozkan
@dobramadam
@drfahrettinkoca

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@tomthunkitsmind
@mrdjones
@tesco
@kompascom
@detikcom
@robinsnewswire
@republikaonline
@kanekos69

Top Tweeters in G1:
@caraotadigital
@la_patilla
@robinsnewswire
@andyvermaut
@diariotalcual
@bisniscom
@elpoliticonews
@jacekwierzbicki
@derekjohnbryant
@jenkers_en

Top Tweeters in G2:
@railminindia
@justice78602373
@greatairi
@sanjeevchadha8
@batman2715
@salimkaskar3
@bjp4india
@ddnewslive
@an_mukherjee
@jalanjalans

Top Tweeters in G3:
@viralvideovlogs
@cliveboyce77
@inclinepress
@bobilly10
@iromg
@tvkev
@bettybunny23
@essexpr
@elainecoulson58
@jdawsontweets

Top Tweeters in G4:
@doritmi
@scepticalaussie
@_mamadeb
@tony__heller
@michaelbranniga
@denutrients
@monstercoyliar
@markready47
@takethatct
@frankdelia7

Top Tweeters in G5:
@world_news_eng
@guardian
@brandonmscales
@channelnewsasia
@ikateufel
@nytimes
@telegraph
@passarelliallan
@npazderski
@b52malmet

Top Tweeters in G6:
@limportant_fr
@bfmtv
@maryse_mars
@rtbfinfo
@ladh
@lemondefr
@johndartois
@sudinfo_be
@lehuffpost
@iamthemoi

Top Tweeters in G7:
@ouestfrance
@yvespdb
@torquetj
@ailsaforshaw
@alek_aloha
@cnews
@12b5c416f8e5408
@flobga
@waitstw
@opuscopus1

Top Tweeters in G8:
@bbcnews
@garrylloydthom2
@hillww1
@daveatherton20
@yahoo
@lw00l
@tomlondon6
@adamjwest
@louise_katz
@gooner40

Top Tweeters in G9:
@radiocanadainfo
@pradier_marc
@dlfparis16
@aellenaegon
@bougon1337
@chriss17031
@monique_barret
@mona87284429
@manni477
@rebeccannelle

Top Tweeters in G10:
@mertistann
@_talha___
@hasan19566
@yilmanaysegul
@glamin6
@davamizdayiz
@zehraek65245850
@akparti
@akkadinistanbul
@halukbaskan1


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