COVID, Twitter, 1/6/2022 11:49:23 AM, 269559


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COVID_2022-01-06_02-34-14.xlsx
COVID_2022-01-06_02-34-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 06, 2022
Short Description:
COVID via NodeXL https://bit.ly/3JG1uut
@nytimes
@sahilmehta_14
@kurejiiu
@timesofindia
@narendramodi
@nhsengland
@rodbamberry
@dr_sksrivastav
@who
@edmjbg

Top hashtags:
#covid_19
#covid
#covid19
#omicron
#berlin
#macron
#coronavirus
#forjadoresdepatria

Description:
Description
The graph represents a network of 12,165 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 Thursday, 06 January 2022 at 10:56 UTC.

The requested start date was Thursday, 06 January 2022 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, 1-minute period from Monday, 03 January 2022 at 12:18 UTC to Wednesday, 05 January 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 : 12165
Unique Edges : 6945
Edges With Duplicates : 11671
Total Edges : 18616
Number of Edge Types : 5
Replies to : 946
Mentions : 2287
Retweet : 5325
MentionsInRetweet : 6152
Tweet : 3906
Self-Loops : 3937
Reciprocated Vertex Pair Ratio : 0.00330542089026003
Reciprocated Edge Ratio : 0.00658906215681968
Connected Components : 4040
Single-Vertex Connected Components : 1122
Maximum Vertices in a Connected Component : 946
Maximum Edges in a Connected Component : 1858
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 10.547399
Graph Density : 6.15373969099928E-05
Modularity : 0.578671
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,165 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 Thursday, 06 January 2022 at 10:56 UTC.

The requested start date was Thursday, 06 January 2022 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, 1-minute period from Monday, 03 January 2022 at 12:18 UTC to Wednesday, 05 January 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:
[12] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[12] https://www.lindependant.fr/2022/01/03/covid-grace-a-omicron-le-danemark-annonce-la-fin-de-lepidemie-dans-deux-mois-10024970.php
[11] https://www.theguardian.com/commentisfree/2022/jan/05/long-covid-research-microclots
[10] https://trib.al/IR3OUGJ
[10] https://www.soompi.com/article/1506686wpp/bts-suga-recovers-from-covid-19
[9] https://www.lefigaro.fr/elections/presidentielles/covid-19-emmanuel-macron-a-tres-envie-d-emmerder-les-non-vaccines-20220104
[7] https://newatlas.com/health-wellbeing/patent-free-coronavirus-vaccine-protein-subunit/
[6] https://www.theguardian.com/commentisfree/2022/jan/04/a-shambolic-mess-the-only-example-australia-is-giving-the-world-now-is-how-not-to-manage-covid
[6] https://www.lemonde.fr/les-decodeurs/article/2022/01/04/covid-19-la-majorite-des-patients-en-reanimation-sont-bien-non-vaccines_6108190_4355770.html
[6] https://www.telegraph.co.uk/news/2022/01/03/fourth-covid-jab-cant-vaccinate-planet-every-six-months-says/

Top URLs in Tweet in G1:
[4] https://www.instagram.com/accounts/login/
[3] https://www.diariocontraste.com/2022/01/secretario-de-defensa-de-eeuu-da-positivo-para-covid-19/
[3] https://www.atv.pe/noticia/covid-19-pacientes-madrugan-buscando-pruebas-de-descarte
[2] https://centracare.adventhealth.com/urgent-care/covid-19-testing-orlando-international-airport
[2] https://thefrontierpost.com/nz-says-no-plan-to-prosecute-british-dj-over-covid-breach/
[2] https://www.cnn.com/2022/01/03/health/texas-childrens-hospital-covid-surge/index.html
[2] https://www.france24.com/fr/am%C3%A9riques/20220104-covid-19-plus-d-un-million-de-nouveaux-cas-aux-%C3%A9tats-unis-un-record-mondial?ref=tw_i
[2] https://ocuboblog.com/2022/01/04/uso-de-mascara-nao-afeta-a-respiracao-nem-resposta-cardiovascular-durante-exercicio-fisico/
[2] https://www.nytimes.com/2022/01/04/us/school-closing-omicron-covid.html
[2] https://www.telegraph.co.uk/news/2022/01/03/fourth-covid-jab-cant-vaccinate-planet-every-six-months-says/

Top URLs in Tweet in G2:
[4] https://lcp.fr/actualites/covid-19-la-france-insoumise-propose-de-supprimer-le-passe-sanitaire-et-les-regimes-d
[4] https://www.bfmtv.com/sante/en-direct-emmerder-les-non-vaccines-pass-vaccinal-omicron-suivez-l-actualite-de-l-epidemie-de-covid-19_LN-202201050035.html
[2] https://www.lci.fr/politique/pass-vaccinal-covid-19-gabriel-attal-denonce-un-coup-politique-et-une-volonte-d-obstruction-a-l-assemblee-2206243.html?utm_medium=Social&utm_source=Twitter&Echobox=1641286449#xtor=CS5-113
[2] https://www.dailysabah.com/turkey/turkey-starts-offering-5th-dose-of-covid-19-booster-shots/news
[1] https://twitter.com/le_Parisien/status/1457786009232424964
[1] https://www.francesoir.fr/opinions-entretiens/jean-marc-sabatier-entretien-1
[1] https://www.francesoir.fr/societe-sante/senescences-telomeres-et-telomerase-vieillissement-et-pathologies
[1] https://twitter.com/shyrokee/status/1478688243294085121
[1] https://twitter.com/cote_science/status/1478688003639980041
[1] https://www.mediapart.fr/journal/france/010122/l-hopital-de-grenoble-est-ce-qu-il-faut-laisser-tomber-les-gens-pour-mieux-les-aider?utm_source=global&utm_medium=social&utm_campaign=SharingApp&xtor=CS3-5

Top URLs in Tweet in G3:
[2] https://www.indiatoday.in/education-today/news/story/upsc-aspirants-demand-postpone-of-mains-exam-in-spike-of-covid-19-cases-1895440-2022-01-03
[1] https://twitter.com/UPSCExtraAttmpt/status/1478321325902942211
[1] https://www.mid-day.com/mumbai/mumbai-news/article/lockdown-will-be-clamped-in-mumbai-if-daily-covid-19-cases-cross-20000-mark-says-mayor-kishori-pednekar-23207999
[1] https://twitter.com/bjpbiplab/status/1478288139785424902
[1] https://twitter.com/AITC4Tripura/status/1478294673445715969
[1] https://twitter.com/aitcsudip/status/1478335748713504771

Top URLs in Tweet in G4:
[2] https://www.theguardian.com/australia-news/2022/jan/05/vulnerable-australians-with-covid-could-miss-out-on-lifesaving-treatment-due-to-testing-delays?CMP=Share_iOSApp_Other
[2] https://www.forbes.com/sites/brucelee/2021/12/25/health-advisory-nyc-has-4-fold-increase-in-children-hospitalized-for-covid-19-coronavirus/?sh=6943132f519d
[1] http://www.nhs.uk/Covid-Booster
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[1] https://www.msn.com/en-au/news/world/uk-covid-cases-up-50-in-a-week-as-daily-tally-exceeds-150-000/ar-AASohje?ocid=msedgntp
[1] https://www.mirror.co.uk/news/uk-news/boy-9-almost-goes-blind-25854140?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/nataliahodgins/status/1478592975277944833
[1] https://www.abc.net.au/news/2022-01-05/archibald-prize-winner-craig-ruddy-dies-covid-19-complications/100740144
[1] https://www.bbc.co.uk/news/uk-59870825

Top URLs in Tweet in G5:
[9] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[2] https://www.wpri.com/target-12/covid-positive-health-care-workers-called-into-work-in-rhode-island/
[2] https://www.latimes.com/socal/daily-pilot/entertainment/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[2] https://www.sorryantivaxxer.com/
[2] https://amp.cnn.com/cnn/2021/08/25/opinions/unvaccinated-cant-use-constitutional-rights-excuse-hamilton-offit/index.html
[2] https://www.ocregister.com/2022/01/03/kelly-ernby-deputy-da-and-former-assembly-candidate-has-died-of-covid-19-complications/
[1] https://newsnodes.com/us
[1] https://healthdata.gov/Hospital/COVID-19-Reported-Patient-Impact-and-Hospital-Capa/g62h-syeh
[1] https://twitter.com/craig_a_spencer/status/1242302412607696896
[1] https://twitter.com/latimes/status/1478190353958146049

Top URLs in Tweet in G6:
[3] https://fusernews.com/audiencia-de-alex-saab-es-postergada-hasta-febrero-por-aumento-en-casos-de-covid-19-en-estados-unidos/
[1] https://libertadparaalexsaab.blogspot.com/2022/01/judicializacion-contra-alex-saab-se.html?m=1
[1] https://libertadparaalexsaab.blogspot.com/2022/01/judicializacion-contra-alex-saab-se.html
[1] https://www.wsj.com/articles/dangerous-push-to-give-boosters-to-teens-vacccine-covid-19-omicron-vaxx-requirement-mandate-11640107759
[1] https://www.nytimes.com/live/2022/01/03/world/omicron-covid-vaccine-tests/fauci-says-hes-more-concerned-about-the-strain-to-hospitals-than-the-record-number-of-cases

Top URLs in Tweet in G7:
[3] https://www.foxnews.com/media/rep-malliotakis-slams-biden-for-focusing-on-covid-mandates-not-treatments
[2] https://www.foxnews.com/media/tomi-lahren-nyc-race-based-covid-treatmeent-plan
[2] https://steveblizard.substack.com/p/bosnia-become-first-country-in-europe
[2] https://www.foxnews.com/politics/biden-admin-afghanistan-border-inflation-covid-lack-of-firings?utm_source=dlvr.it&utm_medium=twitter
[1] https://bit.ly/GuardLetter
[1] https://summit.news/2022/01/05/quebec-to-ban-unvaccinated-from-buying-marijuana-and-hard-liquor/
[1] https://summit.news/2022/01/04/poll-majority-of-germans-dont-trust-pandemic-statistics/
[1] https://summit.news/2022/01/04/jab-chief-says-we-cant-vaccinate-the-planet-every-6-months/
[1] https://twitter.com/peterjhasson/status/1478114145488801795
[1] https://twitter.com/jeanmoorjani/status/1477971545687527425

Top URLs in Tweet in G8:
[10] https://trib.al/IR3OUGJ
[9] https://www.lindependant.fr/2022/01/03/covid-grace-a-omicron-le-danemark-annonce-la-fin-de-lepidemie-dans-deux-mois-10024970.php
[3] https://www.nytimes.com/2021/12/31/health/covid-omicron-lung-cells.html?referringSource=articleShare
[3] https://www.francebleu.fr/infos/politique/covid-19-la-deputee-lrem-de-haute-vienne-marie-ange-magne-votera-contre-le-pass-vaccinal-a-l-1641195375
[2] https://trib.al/0ZutiIQ
[2] http://toi.in/micron/redirect.html?str=PM3qAa38/a24gk
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/australia-push-ahead-with-reopening-amid-record-covid-19-cases-2022-01-03/
[1] https://www.aol.com/news/deputy-district-attorney-opposed-vaccine-134612798.html
[1] https://nyti.ms/3zrR2lq
[1] https://trib.al/MufQXfv

Top URLs in Tweet in G9:
[2] https://www.mirror.co.uk/news/politics/boris-johnson-didnt-self-isolate-25844688?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/talkradio/status/1478665437210685440
[1] https://twitter.com/BBCNews/status/1478414304076603393
[1] https://www.huffingtonpost.co.uk/entry/downing-street-press-conference-covid-christmas_uk_61c0575ee4b0d637ae83c506?d_id=3012546&ncid_tag=tweetlnkukhpmg00000008&utm_medium=Social&utm_source=Twitter&utm_campaign=uk_politics
[1] https://www.bloomberg.com/news/articles/2022-01-05/the-u-k-is-being-consumed-by-brexit-more-than-covid
[1] https://inews.co.uk/news/7000-air-purifiers-promised-schools-nowhere-near-enough-cover-300000-classrooms-1379093
[1] https://nypost.com/2022/01/04/judge-blocks-pentagon-from-punishing-unvaccinated-navy-seals/
[1] https://news.sky.com/story/covid-19-tory-mp-sir-desmond-swayne-urged-anti-vaxxers-to-persist-against-covid-restrictions-12200667
[1] https://www.belfasttelegraph.co.uk/news/uk/registered-weekly-covid-deaths-continue-to-fall-ons-says-41210707.html
[1] https://www.telegraph.co.uk/politics/2022/01/02/backlash-against-face-masks-schools-covid-cases-ease/

Top URLs in Tweet in G10:
[2] https://www.news18.com/news/movies/bts-members-rm-and-jin-test-negative-for-covid-19-army-calls-it-best-news-ever-4620287.html
[2] https://www.weverse.io/bts/notices/1855
[1] https://www.weverse.io/bts/notices/1864

Top Domains
Top Domains in Tweet in Entire Graph:
[323] twitter.com
[106] co.uk
[62] theguardian.com
[33] bit.ly
[33] trib.al
[28] com.br
[27] youtube.com
[25] gob.ve
[24] nytimes.com
[19] com.au

Top Domains in Tweet in G1:
[103] twitter.com
[25] co.uk
[11] theguardian.com
[7] nytimes.com
[6] foxnews.com
[6] ansa.it
[5] linkedin.com
[5] washingtonpost.com
[5] instagram.com
[4] youtube.com

Top Domains in Tweet in G2:
[8] twitter.com
[7] bfmtv.com
[4] lcp.fr
[2] francesoir.fr
[2] lci.fr
[2] dailysabah.com
[1] mediapart.fr
[1] france24.com
[1] lepoint.fr
[1] lefigaro.fr

Top Domains in Tweet in G3:
[4] twitter.com
[2] indiatoday.in
[1] mid-day.com

Top Domains in Tweet in G4:
[3] nhs.uk
[3] theguardian.com
[3] twitter.com
[3] thedailybeast.com
[2] co.uk
[2] net.au
[2] forbes.com
[1] msn.com
[1] gofund.me

Top Domains in Tweet in G5:
[11] latimes.com
[3] twitter.com
[3] cnn.com
[3] ocregister.com
[2] wpri.com
[2] sorryantivaxxer.com
[1] newsnodes.com
[1] healthdata.gov
[1] sfist.com

Top Domains in Tweet in G6:
[3] fusernews.com
[2] blogspot.com
[1] wsj.com
[1] nytimes.com

Top Domains in Tweet in G7:
[7] foxnews.com
[3] summit.news
[2] twitter.com
[2] substack.com
[1] bit.ly

Top Domains in Tweet in G8:
[13] trib.al
[9] lindependant.fr
[6] nyti.ms
[3] nytimes.com
[3] lefigaro.fr
[3] toi.in
[3] francebleu.fr
[1] reuters.com
[1] aol.com
[1] theguardian.com

Top Domains in Tweet in G9:
[6] co.uk
[2] twitter.com
[1] bloomberg.com
[1] nypost.com
[1] sky.com
[1] thelondoneconomic.com
[1] lifesitenews.com

Top Domains in Tweet in G10:
[3] weverse.io
[2] news18.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[329] covid_19
[267] covid
[167] covid19
[101] omicron
[37] berlin
[33] macron
[30] coronavirus
[29] forjadoresdepatria
[29] passevaccinal
[25] radheshyam



Top Hashtags in Tweet in G1:
[65] covid_19
[50] covid
[27] covid19
[21] omicron
[13] coronavirus
[6] corona
[4] business
[4] lockdown
[4] macron
[3] 3ene

Top Hashtags in Tweet in G2:
[18] covid
[17] directan
[16] passevaccinal
[9] covid_19
[8] covid19
[6] nonvaccinés
[5] passvaccinal
[3] macron
[3] enfants
[2] 5ansdeplus

Top Hashtags in Tweet in G3:
[16] ssc_age_relaxation
[15] covid
[6] upscextraattempt
[4] covid_19
[3] allgovtexamextrachance
[3] extraattemptforall
[3] upsc
[3] postpone_upsc_mains
[3] upscmains
[2] delhipolice

Top Hashtags in Tweet in G4:
[3] madness
[2] getboostednow
[1] covid
[1] staysafe

Top Hashtags in Tweet in G5:
[3] usatoday
[3] johnhopkins
[2] covid19

Top Hashtags in Tweet in G6:
[4] 4dic
[3] freealexsaab
[2] tigrayissuffering
[1] omicron
[1] bidenisafailure
[1] bidendisaster
[1] unityforethiopia

Top Hashtags in Tweet in G7:
[37] berlin
[6] amsterdam
[3] ingrahamangle
[2] hamburg
[1] rupertmurdoch
[1] maga
[1] karma
[1] republicans
[1] covid

Top Hashtags in Tweet in G8:
[8] nonvaccinés
[6] passevaccinal
[4] covid
[3] directan
[2] omicron
[2] onsefoutdenous
[1] groupetémoin
[1] macron
[1] unvaccinated
[1] france

Top Hashtags in Tweet in G9:
[3] covid_19
[2] pmqs
[2] travel
[1] ukgov

Top Hashtags in Tweet in G10:
[12] jin
[11] rm
[7] bts
[6] suga
[3] btsarmy
[3] 방탄소년단
[2] army
[2] butter
[2] bts_butter
[1] arsd

Top Words
Top Words in Tweet in Entire Graph:
[8854] covid
[2084] 19
[606] people
[550] cases
[408] positive
[375] क
[373] more
[351] omicron
[332] test
[329] #covid_19

Top Words in Tweet in G1:
[1021] covid
[232] 19
[65] #covid_19
[50] #covid
[43] people
[41] 2022
[41] positive
[40] omicron
[38] não
[37] more

Top Words in Tweet in G2:
[60] covid
[34] ce
[23] lcp
[22] olivierveran
[18] non
[18] #covid
[17] #directan
[16] gt
[16] #passevaccinal
[15] par

Top Words in Tweet in G3:
[92] covid
[42] क
[29] 19
[22] due
[22] ssc
[21] ल
[19] ह
[18] narendramodi
[18] स
[18] द

Top Words in Tweet in G4:
[63] covid
[22] patient
[16] 19
[14] thatgirl409
[14] take
[13] gave
[13] positive
[13] result
[13] cussed
[13] called

Top Words in Tweet in G5:
[138] covid
[24] 19
[22] gop
[21] assembly
[20] cases
[20] died
[19] state
[19] dies
[19] craig_a_spencer
[18] ernby

Top Words in Tweet in G6:
[22] covid
[12] potus
[10] alex
[8] audiencia
[8] saab
[8] 19
[7] diplomático
[7] highest
[6] venezolano
[6] contra

Top Words in Tweet in G7:
[98] covid
[49] disclosetv
[47] restrictions
[43] police
[43] protest
[43] against
[37] beat
[37] person
[37] reportedly
[37] woman

Top Words in Tweet in G8:
[82] covid
[41] gkierzek
[23] ce
[22] grippe
[21] personnels
[20] urgences
[20] pédiatriques
[20] fermées
[20] faute
[20] arrêts

Top Words in Tweet in G9:
[81] covid
[27] people
[23] keir_starmer
[23] short
[19] juliahb1
[17] time
[16] michaelpsenger
[15] keir
[14] limerick
[14] difficult

Top Words in Tweet in G10:
[100] covid
[94] 19
[65] jin
[57] rm
[44] bts
[37] suga
[37] recovery
[35] full
[34] notice
[27] charts_k

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2030] covid,19
[229] covid,cases
[205] positive,covid
[145] contra,covid
[140] tested,positive
[130] ค,ดด
[111] due,covid
[110] casos,covid
[106] long,covid
[97] covid,test

Top Word Pairs in Tweet in G1:
[228] covid,19
[17] positivo,covid
[15] positive,covid
[13] casos,covid
[12] due,covid
[12] teste,covid
[12] getting,covid
[11] covid,tests
[11] tested,positive
[10] contra,covid

Top Word Pairs in Tweet in G2:
[15] covid,19
[9] non,vaccinés
[9] voilà,ce
[8] #passevaccinal,#directan
[7] #covid,#passevaccinal
[7] jean,pierre
[7] pierre,jeanpierreg9
[7] jeanpierreg9,papanours60
[7] papanours60,publie
[7] publie,ce

Top Word Pairs in Tweet in G3:
[26] covid,19
[15] due,covid
[11] delayed,due
[9] age,relaxation
[7] without,mask
[6] arvindkejriwal,freely
[6] freely,distributing
[6] distributing,covid
[6] 19,virus
[6] virus,world

Top Word Pairs in Tweet in G4:
[16] covid,19
[13] gave,patient
[13] patient,positive
[13] positive,covid
[13] covid,result
[13] result,cussed
[13] cussed,called
[13] called,liar
[13] liar,shit
[13] shit,anymore

Top Word Pairs in Tweet in G5:
[23] covid,19
[16] kelly,ernby
[15] state,assembly
[14] covid,cases
[13] gop,state
[13] assembly,candidate
[13] leaving,long
[13] long,day
[13] day,stunning
[13] stunning,amount

Top Word Pairs in Tweet in G6:
[8] alex,saab
[8] covid,19
[5] presunta,audiencia
[5] audiencia,montado
[5] montado,judicializar
[5] judicializar,diplomático
[4] saab,postergada
[4] #4dic,conoció
[4] conoció,noticia
[4] noticia,presunta

Top Word Pairs in Tweet in G7:
[46] covid,restrictions
[43] protest,against
[43] against,covid
[37] police,beat
[37] beat,person
[37] person,reportedly
[37] reportedly,woman
[37] woman,following
[37] following,arrest
[37] arrest,protest

Top Word Pairs in Tweet in G8:
[20] urgences,pédiatriques
[20] pédiatriques,fermées
[20] fermées,faute
[20] faute,personnels
[20] personnels,arrêts
[20] arrêts,maladie
[20] maladie,grèves
[20] grèves,grippe
[20] grippe,bronchiolites
[20] bronchiolites,ce

Top Word Pairs in Tweet in G9:
[14] limerick,difficult
[14] difficult,time
[14] time,keir_starmer
[14] keir_starmer,julia
[14] julia,aged
[14] aged,53
[14] 53,once
[14] once,mp
[14] mp,called
[14] called,keir

Top Word Pairs in Tweet in G10:
[94] covid,19
[40] rm,jin
[35] full,recovery
[35] recovery,covid
[30] notice,bts
[27] charts_k,notice
[24] fully,recovered
[24] recovered,covid
[22] bts,rm
[22] jin,full

Top Replied-To
Top Replied-To in Entire Graph:
@jimcramer
@djokernole
@jvr926
@skynews
@nottsqueen
@rubikaliyaquat
@pslweb
@p_mcculloughmd
@th_sardote
@ericboehlert

Top Replied-To in G2:
@marcais_olive
@myriamhebuterne
@lesrepublicains
@benji4522
@emmanuelmacron
@catheri33624752
@gwladysiris
@regueyne
@4azzzzi
@divizio1

Top Replied-To in G3:
@rahulgandhi
@drjitendrasingh
@narendramodi
@anjayaatoi
@iam_ayushmann
@preciousbansal
@aapgoa
@arvindkejriwal
@bjpbiplab
@sushantbsinha

Top Replied-To in G4:
@thatgirl409
@mpbev
@yvettedoc50
@blakandblack
@mancunianmedic
@mohamme09073545
@thedailybeast
@nadhimzahawi

Top Replied-To in G5:
@datadrivenmd
@woahtherechi
@wavygaviria
@lb_trojan_fan
@jayquintana_jr
@bright19rainbow
@therecount

Top Replied-To in G6:
@ablinken
@lindat_g
@alimayorkas
@robotoonity
@potus
@jessicam6946
@divaolinda55
@antibolsonaro22

Top Replied-To in G7:
@nidalallis
@prisonplanet
@mollady2
@rusty_pharris

Top Replied-To in G8:
@gkierzek
@le_figaro
@jeanmax97438

Top Replied-To in G9:
@pa
@k_b_lvi
@nikosvilla86
@borisjohnson
@essexpr

Top Mentioned
Top Mentioned in Entire Graph:
@gidt18
@ted6104
@manuelrico
@disclosetv
@jamespearcelfc
@gkierzek
@dani_bloop
@bts_twt
@charts_k
@alanbarrosoa

Top Mentioned in G1:
@vaccineflstate
@mbuddma
@zobrezorpreza
@tonyhussein4
@ap7am
@maneesh312
@carlosa64399451
@decaturlegends
@dcr12cz12

Top Mentioned in G2:
@lcp
@olivierveran
@emmanuelmacron
@bfmtv
@mlp_officiel
@jlmelenchon
@idrissaberkane
@lci
@martinewonner
@francois_ruffin

Top Mentioned in G3:
@arvindkejriwal
@narendramodi
@pmoindia
@doptgoi
@drjitendrasingh
@priyankagandhi
@shefvaidya
@erbmjha
@hemantrajora_
@aamaadmiparty

Top Mentioned in G4:
@thatgirl409
@vanessa_rn_er
@nhsengland
@nadhimzahawi
@pmgpsc
@yvettedoc50
@edmjbg
@ladypoop2
@julieecowarrior
@whterbbnadvocat

Top Mentioned in G5:
@craig_a_spencer
@bnodesk
@datadrivenmd
@rliumd
@latimes
@rvawonk
@therealhoarse
@roththereporter
@rachel_dillin
@rmc031

Top Mentioned in G6:
@potus
@joebiden
@precaucion2021
@fusernews_
@roilopezrivas
@usambun
@thuka_contessa
@us_fda
@fuser_news
@aunsoypichacosa

Top Mentioned in G7:
@disclosetv
@prisonplanet
@foxnews
@gop
@gregabbott_tx
@seanhannity
@ingrahamangle
@lucasfoxnews
@nidalallis
@lcp

Top Mentioned in G8:
@gkierzek
@nytimes
@bbcworld
@europe1
@remitell
@le_figaro
@alainhoupert
@timesofindia
@marieangemagne
@usatoday

Top Mentioned in G9:
@keir_starmer
@juliahb1
@michaelpsenger
@essexpr
@davidschneider
@borisjohnson
@doctor_oxford
@asemhamdy55
@thattimwalker
@bestforbritain

Top Mentioned in G10:
@bts_twt
@charts_k
@bighit_music
@btspublicity
@_candyclover
@kpop_herald
@qg_barmys
@bi
@bts
@italianarmyfam_

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@infoitsport
@mrdjones
@juanmuriangoski
@tesco
@threadreaderapp
@detikcom
@berkleybearnews
@republikaonline

Top Tweeters in G1:
@caraotadigital
@infoitsport
@berkleybearnews
@zyitegadgets
@medicinehelp
@newsoneplace
@matiere
@bisniscom
@diariocontraste
@jawapos

Top Tweeters in G2:
@bfmtv
@rtlfrance
@patureaumarie
@lehmanndrc
@pasclair
@jrs55963004
@andre002nicolas
@laurentsegnis
@ensembleemacron
@n0passaran

Top Tweeters in G3:
@ndtv
@muraliks_11
@pib_india
@bjplive
@jayeshjani_
@desaidipal
@kumaran1573
@dhar_moushumi
@shefvaidya
@aamaadmiparty

Top Tweeters in G4:
@lennaleprena
@roblwilson
@pckj3627
@rjstrikers
@wgarnews
@dr_shibley
@rbjron
@opa1420
@ladypoop2
@rodbamberry

Top Tweeters in G5:
@soaprookie
@latimes
@hpfulcanadian
@comeonnoles
@donaldverger
@rameshlaus
@marycarstensen
@bright8694
@kingehizojie
@reneearnett

Top Tweeters in G6:
@lilidiaz8
@resist__fascist
@miamiherald
@annas_gdottir
@roilopezrivas
@virgiliosamani1
@telemundonews
@awlatlanta
@jessicam6946
@parasamuel

Top Tweeters in G7:
@chris_1791
@foxnews
@tiffanypy35
@cruzcoaching
@roswell2001
@drsprat
@desertpuma
@crzydug
@wellnessfr
@opuscopus1

Top Tweeters in G8:
@timesofindia
@le_figaro
@nytimes
@haaretzcom
@europe1
@baboune04
@usatoday
@dailymailuk
@bbcworld
@shafeeu

Top Tweeters in G9:
@mambear04
@therightarticle
@lurigdramacdall
@roylilley
@magenta_17
@essexpr
@amainsight
@juliahb1
@rumbleboffin
@pa

Top Tweeters in G10:
@tteera97
@zinay37767493
@mochiminju
@_vantewithluv
@lmpp0324
@dxborahh_2
@mirian_mia11
@kimsjgem
@jeong_haneul129
@namcares


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