COVID, Twitter, 11/29/2021 3:59:48 PM, 267190


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COVID_2021-11-29_01-23-50.xlsx
COVID_2021-11-29_01-23-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
COVID via NodeXL https://bit.ly/31cRpUn
@sajidjavid
@borisjohnson
@who
@detoff
@carlosdelrio7
@cnbc
@aadakula
@independent
@jamesfwells
@toadmeister

Top hashtags:
#covid
#covid19
#upscextraattempt
#covid_19
#coronavirus
#omicron
#novaccinepassports
#últimahora

Description:
Description
The graph represents a network of 12,060 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 Monday, 29 November 2021 at 09:41 UTC.

The requested start date was Monday, 29 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 3-day, 0-hour, 1-minute period from Thursday, 25 November 2021 at 12:18 UTC to Sunday, 28 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 : 12060
Unique Edges : 7259
Edges With Duplicates : 12572
Total Edges : 19831
Number of Edge Types : 5
Retweet : 5187
MentionsInRetweet : 6287
Tweet : 3746
Replies to : 1110
Mentions : 3501
Self-Loops : 3783
Reciprocated Vertex Pair Ratio : 0.0048150804220879
Reciprocated Edge Ratio : 0.00958401305057096
Connected Components : 3814
Single-Vertex Connected Components : 1033
Maximum Vertices in a Connected Component : 1111
Maximum Edges in a Connected Component : 2280
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 10.853065
Graph Density : 6.74406665844287E-05
Modularity : 0.569132
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,060 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 Monday, 29 November 2021 at 09:41 UTC.

The requested start date was Monday, 29 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 3-day, 0-hour, 1-minute period from Thursday, 25 November 2021 at 12:18 UTC to Sunday, 28 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:
[12] https://g1.globo.com/saude/coronavirus/noticia/2021/11/26/covid-o-que-se-sabe-sobre-nova-variante-detectada-na-africa-do-sul.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[11] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[11] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations
[10] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/371463007251815113277772771891719747324454848709009608880510524168140226561
[9] https://www.nytimes.com/2021/11/24/world/united-states-death-toll-covid.html
[8] https://www.thesun.co.uk/health/16849417/new-covid-variant-infecting-vaccinated/
[8] https://trib.al/9vFVoXd
[7] https://www.theguardian.com/world/2021/nov/17/wearing-masks-single-most-effective-way-to-tackle-covid-study-finds
[7] https://www.soompi.com/article/1500316wpp/blackpinks-lisa-diagnosed-with-covid-19-other-members-awaiting-results
[6] https://covidnow.moh.gov.my/

Top URLs in Tweet in G1:
[4] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[3] https://news.sky.com/story/covid-19-eu-regulator-authorises-pfizer-vaccine-for-children-aged-five-to-11-12478309
[3] https://3eravoz.com/internacionales/ee-uu-casos-de-covid-19-en-ninos-aumentaron-un-32-en-dos-semanas/
[3] https://www.businessinsider.com/elon-musk-jeff-bezos-warren-buffett-covid-variant-africa-finance-2021-11?utm_source=dlvr.it&utm_medium=twitter
[3] https://blog.goo.ne.jp/xvcov1/e/4719f5a9ac3d02075cc830c7d403541d
[2] https://www.who.int/news/item/24-11-2021-interim-statement-on-covid-19-vaccination-for-children-and-adolescents
[2] https://genomediscovery.org/?s=COVID-19
[2] https://genomediscovery.org/?s=SARS+CoV
[2] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations
[2] https://www.dailyrecord.co.uk/lifestyle/long-covid-21-symptoms-nhs-25543812

Top URLs in Tweet in G2:
[4] https://trib.al/8iuTNvx
[3] https://trib.al/vOTqJDN
[2] https://www.theguardian.com/world/2021/nov/27/boris-johnson-ignored-my-plan-to-tackle-deadly-covid-variants-senior-official
[2] https://trib.al/8MzYc9Q
[2] https://trib.al/6U1awt9
[2] https://www.wsws.org/en/articles/2021/11/22/pers-n22.html
[1] https://www.gov.uk/government/news/pregnant-women-urged-to-get-covid-19-vaccine-following-new-uk-safety-data
[1] https://twitter.com/lbc/status/1464626010998165514
[1] https://english.alarabiya.net/coronavirus/2021/11/27/Oman-suspends-entry-from-seven-countries-including-South-Africa-over-COVID-19
[1] https://www.telegraph.co.uk/news/2021/11/16/nhs-delays-height-pandemic-linked-thousands-extra-non-covid/

Top URLs in Tweet in G3:
[1] https://twitter.com/Soleha88/status/1464849201884385287
[1] https://twitter.com/Manisha_suhasd/status/1464855141308190721
[1] https://twitter.com/Soleha88/status/1464850076065402884
[1] https://twitter.com/NEYU4INDIA/status/1464851600204177409
[1] https://www.youtube.com/watch?v=MUZW9OfdM7Y&feature=youtu.be

[1] https://twitter.com/extraattempt/status/1464845644120543235
[1] https://twitter.com/upscextra/status/1464887892715606018
[1] https://twitter.com/upscextra/status/1464849279948779522
[1] https://twitter.com/upscextra/status/1464886833200840706
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms

Top URLs in Tweet in G4:
[4] https://www.itv.com/news/2021-11-26/german-air-force-to-transfer-covid-patients-as-hospitals-run-out-of-icu-beds
[3] https://www.theguardian.com/world/2021/nov/26/b11529-covid-variant-most-worrying-weve-seen-says-top-uk-medical-adviser?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1637916956
[2] https://www.cdc.gov/mmwr/volumes/70/wr/mm7047e2.htm?s_cid=mm7047e2_e
[1] https://un-women.medium.com/covid-19-and-violence-against-women-what-the-data-tells-us-b89c1f1dd458
[1] https://www.telegraph.co.uk/global-health/science-and-disease/new-covid-variant-called-omicron-not-xi-avoid-offending-chinese/
[1] https://www.who.int/news/item/24-11-2021-interim-statement-on-covid-19-vaccination-for-children-and-adolescents
[1] https://www.theguardian.com/commentisfree/2021/nov/26/new-covid-variant-rich-countries-hoarding-vaccines?CMP=Share_AndroidApp_Other
[1] https://www.walesonline.co.uk/news/health/doctor-long-covid-found-multiple-22277494
[1] https://www.theguardian.com/commentisfree/2021/nov/26/new-covid-variant-rich-countries-hoarding-vaccines
[1] https://www.nytimes.com/2020/11/18/world/asia/covid-cleaning.html

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=pEylzZav9rs&feature=youtu.be

[2] https://www.rte.ie/news/coronavirus/2021/1125/1263101-ema-covid-vaccine/
[1] https://bit.ly/3cSAf0q
[1] https://twitter.com/i/broadcasts/1eaKbNoQebrKX
[1] https://mobile.twitter.com/NACREspirale/status/1464314620231966724
[1] https://www.ecdc.europa.eu/en/covid-19/situation-updates/weekly-maps-coordinated-restriction-free-movement
[1] https://www.9news.com.au/national/omicron-strain-of-coronavirus-australias-first-cases-of-new-omicron-variant-of-covid19-detected-in-sydney/e1289e12-c5c8-414b-b359-5e32d3d718d6?ocid=Social-9NewsS
[1] https://www.lalibre.be/international/europe/2021/11/25/portugal-retour-des-restrictions-pour-freiner-la-propagation-du-covid-19-65ZSXQTQVZEGRELGLPENC6PJCA/
[1] https://www.lemonde.fr/planete/article/2021/11/25/covid-19-le-vaccin-de-pfizer-approuve-pour-les-enfants-de-5-a-11-ans-annonce-le-regulateur-europeen_6103575_3244.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[1] https://www.rtve.es/radio/c4/directo/

Top URLs in Tweet in G6:
[2] http://www.nhs.uk/Pages/HomePage.aspx
[2] https://www.rnz.co.nz/news/national/456598/expert-says-chronic-fatigue-syndrome-sufferers-should-be-exempt-from-covid-19-vaccination?fbclid=IwAR19frQtYWmMvXr5xVPKu70paFqoTHBOcHLQCMzIQvUx-5cs6yAu2d4ajQw
[1] http://www.nhs.uk/NHSCovidPass
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2109730?cookieSet=1
[1] https://doctors4covidethics.org/doctors-for-covid-ethics-signatories/
[1] https://www.theguardian.com/commentisfree/2021/nov/25/the-guardian-view-on-deaths-in-the-channel-the-tide-of-xenophobia?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G7:
[3] https://www.cnews.fr/france/2021-11-26/covid-19-vivre-avec-des-enfants-augmenterait-de-30-le-risque-detre-contamine
[2] https://www.bfmtv.com/sante/covid-la-validite-des-tests-pcr-reduite-a-24h_AN-202111250264.html
[2] https://www.msn.com/en-in/news/world/taiwan-suspends-2nd-dose-pfizer-covid-vaccine-for-12-17-ages-amid-myocarditis-cases/ar-AAQD03t
[1] https://www.bfmtv.com/sante/en-direct-covid-19-face-a-la-menace-omicron-israel-ferme-ses-frontieres-aux-ressortissants-etrangers_LN-202111280025.html
[1] https://www.bfmtv.com/sante/covid-19-retour-du-port-du-masque-obligatoire-a-l-interieur-et-a-l-exterieur-dans-certaines-zones_AN-202111250274.html
[1] https://www.bfmtv.com/sante/en-direct-nouveau-variant-du-covid-19-un-cas-detecte-en-israel_LN-202111260152.html#article_65972
[1] https://www.bfmtv.com/sante/en-direct-covid-19-la-france-ouvre-sa-campagne-de-rappel-le-variant-omicron-inquiete-la-planete_LN-202111270035.html#article_66333
[1] https://www.thesun.co.uk/health/16849417/new-covid-variant-infecting-vaccinated/
[1] https://lopinion.com/articles/actualite/10480_toulouse-un-garcon-de-16-ans-fait-un-malaise-cardiaque-apres-le-vaccin-contre-le-covid-19
[1] https://www.lci.fr/politique/covid-19-coronavirus-pandemie-epidemie-pass-sanitaire-la-validite-des-tests-pcr-reduite-a-24-heures-2202914.html

Top URLs in Tweet in G8:
[2] http://trib.al/KS2Tmf0
[2] http://trib.al/SoI3FAp
[2] http://trib.al/J8z2DV7
[2] http://trib.al/kTQVOSP
[2] https://www.khaleejtimes.com/coronavirus/covid-19-vaccine-in-uae-all-eligible-residents-receive-one-dose-in-world-first-milestone
[2] https://www.dailymail.co.uk/news/article-10245759/Europe-Covid-Ski-holiday-chaos-France-announces-passports-slopes.html?ito=social-twitter_mailonline
[1] https://www.telegraph.co.uk/news/2021/11/24/vaccines-never-route-eliminating-covid-entirely/
[1] https://www.dailymail.co.uk/debate/article-9386953/DR-JOHN-LEE-darkest-predictions-come-true-effects-lockdowns-catastrophic.html
[1] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[1] https://www.telegraph.co.uk/global-health/science-and-disease/covid-new-south-african-variant-strain-lockdown-restrictions/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1637929097

Top URLs in Tweet in G9:
[4] https://www.vtv.gob.ve/sudafrica-casos-nueva-supervariante-covid-19/
[2] https://fusernews.com/venezuela-reporta-686-contagios-por-covid-19-en-las-ultimas-24-horas/
[2] https://fusernews.com/onu-alerta-sobre-aumento-de-violencia-de-genero-durante-la-pandemia-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/marielcis01/status/1464902117987074053
[1] https://twitter.com/LOISCM1/status/1464926416420675588
[1] https://twitter.com/fjbandres/status/1464929214377910274
[1] https://twitter.com/CMcy2020/status/1464927374282272770
[1] https://twitter.com/Mippcivzla/status/1464923171958763526
[1] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations
[1] https://www.vtv.gob.ve/jornada-vacunacion-covid-maiquetia-beneficiara-viajeros/

Top Domains
Top Domains in Tweet in Entire Graph:
[331] twitter.com
[136] co.uk
[87] theguardian.com
[53] trib.al
[50] reuters.com
[33] bit.ly
[33] bloomberg.com
[31] youtube.com
[26] com.br
[26] nytimes.com

Top Domains in Tweet in G1:
[110] twitter.com
[25] co.uk
[14] com.br
[10] theguardian.com
[7] info-flash.com
[6] apple.news
[6] nytimes.com
[6] trib.al
[5] sky.com
[5] msn.com

Top Domains in Tweet in G2:
[11] trib.al
[4] theguardian.com
[4] co.uk
[3] twitter.com
[2] wsws.org
[1] gov.uk
[1] alarabiya.net
[1] parliament.uk
[1] longcovidkids.org
[1] cnn.com

Top Domains in Tweet in G3:
[9] twitter.com
[1] youtube.com
[1] indiatimes.com
[1] deccanherald.com

Top Domains in Tweet in G4:
[5] theguardian.com
[4] co.uk
[4] itv.com
[3] twitter.com
[2] cdc.gov
[1] medium.com
[1] who.int
[1] nytimes.com
[1] sky.com
[1] newsweek.com

Top Domains in Tweet in G5:
[3] twitter.com
[3] rte.ie
[2] bit.ly
[2] youtube.com
[1] europa.eu
[1] com.au
[1] lalibre.be
[1] lemonde.fr
[1] rtve.es
[1] torontosun.com

Top Domains in Tweet in G6:
[3] nhs.uk
[2] co.nz
[1] nejm.org
[1] doctors4covidethics.org
[1] theguardian.com

Top Domains in Tweet in G7:
[6] bfmtv.com
[3] cnews.fr
[2] msn.com
[2] ouest-france.fr
[1] co.uk
[1] lopinion.com
[1] lci.fr
[1] youtube.com
[1] francetvinfo.fr
[1] urlr.me

Top Domains in Tweet in G8:
[13] co.uk
[13] trib.al
[2] khaleejtimes.com
[2] apnews.com
[1] lifesitenews.com
[1] thedailystar.net
[1] theglobeandmail.com

Top Domains in Tweet in G9:
[7] gob.ve
[5] twitter.com
[4] fusernews.com
[2] bit.ly
[1] theguardian.com
[1] yahoo.com
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[335] covid
[216] covid19
[204] upscextraattempt
[192] covid_19
[70] coronavirus
[65] omicron
[30] novaccinepassports
[29] últimahora
[28] 4lakhdenahoga
[26] vaccination



Top Hashtags in Tweet in G1:
[54] covid
[38] covid_19
[27] covid19
[10] omicron
[9] coronavirus
[7] infoflash
[7] covidvariant
[5] veran
[5] revuedepresse06
[4] covidー19

Top Hashtags in Tweet in G2:
[9] trevorphillips
[4] covid19
[3] coronavirus
[2] omicron
[2] pierscorbyn
[2] ventilation
[2] education
[2] schools
[2] sarscov2
[2] wales

Top Hashtags in Tweet in G3:
[204] upscextraattempt
[4] upsc
[4] upscextraattemptcivil
[4] omicronvariant
[4] covidvariant
[3] mannkibaat
[3] bte_exam_online_lo
[2] sabkasaathsabkavikas
[2] indiafightscorona
[2] bjp4up

Top Hashtags in Tweet in G4:
[14] covid19
[9] longcovid
[4] 16days
[3] nuvariant
[3] covid_19
[2] orangetheworld
[2] omicron
[2] covidisairborne
[2] africa
[2] variants

Top Hashtags in Tweet in G5:
[5] omicron
[4] portugal
[3] supergreenpass
[3] greenpassbase
[3] covid_19
[3] covid19
[2] totaeuropa
[2] intensivpatienten
[2] merkel
[1] vaccines

Top Hashtags in Tweet in G6:
[1] johnsonout
[1] johnsonthecorruptpm
[1] toryshambles
[1] covid
[1] torybrexitdisaster

Top Hashtags in Tweet in G7:
[3] switzerland
[3] suisse
[3] covid_19
[3] covid19
[2] balancetonavc
[2] balancetoninfarctus
[2] balancetathrombose
[2] 3emedose
[2] propagande
[1] midinews

Top Hashtags in Tweet in G8:
[2] covid19
[2] vaccin
[2] soignante
[2] portugal
[2] pfizer
[1] bangladesh
[1] coronavirusupdates
[1] nphet
[1] holohan

Top Hashtags in Tweet in G9:
[11] usemoseltapaboca
[11] 11/28/2021 12:00:00 AM
[6] cuidatusalud
[5] china
[4] comunicaciónpopularactiva
[4] 11/26/2021 12:00:00 AM
[4] atención
[2] 11/25/2021 12:00:00 AM
[2] portugal
[2] oms

Top Words
Top Words in Tweet in Entire Graph:
[8250] covid
[2254] 19
[1106] variant
[488] vaccine
[465] people
[403] south
[393] more
[382] africa
[338] omicron
[335] #covid

Top Words in Tweet in G1:
[935] covid
[283] 19
[168] variant
[57] africa
[54] #covid
[54] south
[42] omicron
[38] #covid_19
[35] variante
[35] people

Top Words in Tweet in G2:
[109] covid
[28] sajidjavid
[25] very
[24] variant
[24] 19
[19] know
[18] live
[14] more
[14] uk
[14] ends

Top Words in Tweet in G3:
[255] covid
[204] #upscextraattempt
[203] relief
[198] civil
[194] services
[147] pmoindia
[130] narendramodi
[124] amitshah
[86] myogiadityanath
[82] gssjodhpur

Top Words in Tweet in G4:
[76] covid
[25] variant
[19] women
[17] one
[15] countries
[14] #covid19
[14] violence
[14] 19
[12] pandemic
[11] against

Top Words in Tweet in G5:
[72] covid
[34] novembre
[30] f_philippot
[25] 2021
[25] allemagne
[24] 24
[24] 350
[24] morts
[14] 19
[13] eu_commission

Top Words in Tweet in G6:
[16] covid
[8] annadebuisseret
[7] the_ouroboros__
[7] borisjohnson
[6] nhs
[5] nhsuk
[5] others
[5] amcelha3
[5] glenncarr6
[5] try2golf

Top Words in Tweet in G7:
[66] covid
[20] mais
[18] ce
[16] cnews
[15] bfmtv
[15] olivierveran
[14] plus
[14] c'est
[13] cas
[11] comme

Top Words in Tweet in G8:
[92] covid
[28] told
[26] someone
[23] 19
[23] drpoppybhrt
[23] today
[23] job
[21] husband
[21] brother
[21] thanksgiving

Top Words in Tweet in G9:
[80] covid
[47] 19
[17] casos
[16] vtvcanal8
[14] pandemia
[13] potus
[13] joebiden
[11] right
[11] #usemoseltapaboca
[11] #28nov

Top Words in Tweet in G10:
[4] covid
[3] vaccine
[2] usual
[2] time
[2] mcfunny
[2] maureenstroud
[2] kathmarval
[2] stephenbevan15
[2] flu
[2] learnt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2199] covid,19
[422] covid,variant
[283] south,africa
[204] covid,relief
[193] services,covid
[190] civil,services
[187] 19,variant
[152] relief,#upscextraattempt
[152] nueva,variante
[146] contra,covid

Top Word Pairs in Tweet in G1:
[274] covid,19
[64] covid,variant
[45] south,africa
[28] 19,variant
[17] covid,21
[16] variante,covid
[14] variant,covid
[13] omicron,variant
[12] over,covid
[11] nueva,variante

Top Word Pairs in Tweet in G2:
[22] covid,19
[10] learn,live
[9] watching,#trevorphillips
[9] #trevorphillips,absolutely
[9] absolutely,disgusted
[9] disgusted,hear
[9] hear,sajidjavid
[9] sajidjavid,state
[9] state,learn
[8] karenlovecheese,watching

Top Word Pairs in Tweet in G3:
[199] covid,relief
[193] services,covid
[190] civil,services
[152] relief,#upscextraattempt
[112] pmoindia,narendramodi
[104] narendramodi,amitshah
[103] #upscextraattempt,pmoindia
[79] amitshah,gssjodhpur
[70] gssjodhpur,myogiadityanath
[63] myogiadityanath,drdineshbjp

Top Word Pairs in Tweet in G4:
[14] covid,19
[12] covid,variant
[8] violence,against
[8] against,women
[7] covid,update
[7] mutated,#covid19
[7] #covid19,variant
[7] variant,detected
[7] detected,israel
[7] israel,wake

Top Word Pairs in Tweet in G5:
[24] allemagne,24
[24] 24,novembre
[24] 350,morts
[24] morts,covid
[22] novembre,2021
[12] novembre,2020
[12] 2020,350
[12] covid,allemagne
[12] 2021,350
[11] f_philippot,allemagne

Top Word Pairs in Tweet in G6:
[5] kenneth72712993,keithamccluskey
[5] keithamccluskey,jimdtweet
[5] gordon_dhg,bolzmannmichael
[5] bolzmannmichael,ericwil06256732
[5] wildweatherdan,robhon_
[5] twtthisisnow,tragiicomedy
[5] tragiicomedy,covid_parent
[5] covid_parent,canadianworker2
[5] canadianworker2,iandjbrown2
[5] iandjbrown2,ingersolrobert

Top Word Pairs in Tweet in G7:
[8] covid,19
[7] covid,avons
[7] pass,sanitaire
[6] direct,variant
[6] variant,omicron
[5] contre,covid
[5] jean,michel
[5] michel,blanquer
[5] n'y,aura
[5] aura,plus

Top Word Pairs in Tweet in G8:
[23] covid,19
[21] husband,brother
[21] brother,thanksgiving
[21] thanksgiving,table
[21] table,today
[21] today,someone
[21] someone,job
[21] job,lied
[21] lied,told
[20] drpoppybhrt,husband

Top Word Pairs in Tweet in G9:
[46] covid,19
[10] pandemia,covid
[9] partner,waiting
[9] waiting,ambulance
[9] ambulance,london
[9] london,hours
[9] hours,severe
[9] severe,covid
[9] covid,blood
[9] blood,oxygen

Top Word Pairs in Tweet in G10:
[2] vaccine,trials

Top Replied-To
Top Replied-To in Entire Graph:
@manavlive
@boohoo
@upscextra
@yogitabhayana
@cnews
@rahulgandhi
@shubhankitsriv4
@updatechartuc
@politicsforali
@disclosetv

Top Replied-To in G2:
@sajidjavid
@talkradio
@nselkie
@karenlovecheese
@wagontrain2
@smudge90210
@npjackson123
@grizzlyjenks
@k1482
@lucyofl

Top Replied-To in G3:
@manavlive
@upscextra
@yogitabhayana
@shubhankitsriv4
@poonamshivali
@pmoindia
@sukanya01234
@rc30172977
@abcdef12369311
@poonam20141

Top Replied-To in G4:
@erictopol
@aipartners
@aslavitt
@annatime94
@youarelobbylud
@gowhardr
@achaios

Top Replied-To in G5:
@disclosetv
@eu_commission
@gerardlafrance
@giuliomarini2
@ricdupond3
@vonderleyen
@f_philippot
@mista98berk
@qulbut0ke

Top Replied-To in G6:
@annadebuisseret
@k_b_lvi
@saltaovladimir
@deviatedefiant
@chrissamsdad
@irenegarth1946
@borisjohnson
@oscarswild1
@sandcastle1975
@bigrakadoc

Top Replied-To in G7:
@cnews
@gouvernementfr
@le_parisien
@olivierveran
@publicsenat
@bfmtv
@emilefelts
@poulin2012
@bearimprint
@milanmariners

Top Replied-To in G8:
@redscouseleft
@yatezy84
@bobtoth9
@decaco1
@essexpr

Top Replied-To in G9:
@drericding
@potus
@kamalaharris
@joncoopertweets
@jon_the_d
@drpyser
@briankempga

Top Replied-To in G10:
@londoneye40
@artyshouse
@jccalmond2

Top Mentioned
Top Mentioned in Entire Graph:
@pmoindia
@narendramodi
@amitshah
@myogiadityanath
@gssjodhpur
@doptgoi
@jpnadda
@drdineshbjp
@abvpvoice
@bjp4up

Top Mentioned in G1:
@drlboominathan
@twitpollnl
@albertsolo2
@dnatweets
@maherediadiaz
@diplomatic_the
@777rochat
@333despierta
@vastuullisuus

Top Mentioned in G2:
@sajidjavid
@karenlovecheese
@bbcnews
@10downingstreet
@challam19
@juliahb1
@loriagne2
@jodyhol13179563
@ticerichard
@ukhsa

Top Mentioned in G3:
@pmoindia
@narendramodi
@amitshah
@myogiadityanath
@gssjodhpur
@doptgoi
@jpnadda
@drdineshbjp
@abvpvoice
@bjp4up

Top Mentioned in G4:
@who
@drkerrynphelps
@aslavitt
@doctor_imf
@cdcgov
@akin_adesina
@mattwridley
@guardian
@itvnews
@un

Top Mentioned in G5:
@f_philippot
@eu_commission
@rene_chiche
@ecdc_eu
@palazzo_chigi
@ministerosalute
@ladyonorato
@ele156053280
@giuliomarini2
@brianlilley

Top Mentioned in G6:
@the_ouroboros__
@borisjohnson
@nhsuk
@amcelha3
@glenncarr6
@try2golf
@kenneth72712993
@keithamccluskey
@jimdtweet
@4clearsky

Top Mentioned in G7:
@bfmtv
@olivierveran
@cnews
@jjohana
@poulin2012
@ricraf9
@lecatalex
@thethreecolts
@jmblanquer
@abirballan

Top Mentioned in G8:
@drpoppybhrt
@thehill
@essexpr
@telegraph
@suec00k
@mailonline
@realcandaceo
@_henrybolton
@ap
@drbarnesbangor

Top Mentioned in G9:
@vtvcanal8
@joebiden
@potus
@joncoopertweets
@davidqhog
@mls_dave
@nicolasmaduro
@amabdel1973
@dcabellor
@kamalaharris

Top Mentioned in G10:
@mcfunny
@maureenstroud
@kathmarval
@stephenbevan15
@zdzichudyrma
@mikebatson5d
@vicster82
@sultanealexand1
@t_ftop
@zeetubes

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@zazoomblog
@tomthunkitsmind
@jornalistavitor
@mrdjones
@berkleybearnews
@robinsnewswire
@okezonenews
@zyitegadgets

Top Tweeters in G1:
@zazoomblog
@jornalistavitor
@berkleybearnews
@robinsnewswire
@zyitegadgets
@liputan6dotcom
@raymond_norman
@elpoliticonews
@cpa_breda
@billm9

Top Tweeters in G2:
@monty_chadha
@navroopsingh_
@catherinemginn
@bbcnews
@miftyjackson
@saffiya_khan1
@iromg
@k1482
@isnttony105
@exiledbitch

Top Tweeters in G3:
@aajtak
@khushi4justice
@itsridhs
@tali189
@blacksheep_119
@remember8_13jun
@nona95903460
@ashishsinghlive
@sujitsingh9
@priyank98741509

Top Tweeters in G4:
@sallyrmelb
@guardian
@zidanesboots
@itvnews
@walesonline
@sir_alex52
@acwzywabit
@mcsharma_25
@bdgeorges
@firedingo

Top Tweeters in G5:
@thestephenralph
@edira2
@cathyby
@9newssyd
@efisio31251859
@jamnandasgodan
@piero42395724
@delagealine
@annamariasummon
@bearone4

Top Tweeters in G6:
@tartancobweb
@robmeekel
@oscarswild1
@willblackwriter
@the_ouroboros__
@takethatct
@ninnyd101
@chimera414
@dawntj90
@fillmorewhite

Top Tweeters in G7:
@bfmtv
@le_parisien
@mi1789
@sandrafellous_
@cnews
@momotoutcourt
@trabajareuropa
@daniel_hva
@alexquiec
@valerie0768

Top Tweeters in G8:
@thehill
@coronaupdatebot
@telegraph
@carolymorrisse1
@mailonline
@livesquawk
@ap
@mariannesansum
@tea4gunssc
@3genevieve

Top Tweeters in G9:
@telesurtv
@vtvcanal8
@roadwarrior29
@actualidadrt
@hurtadonorlix
@wechoosewisdom
@virgilioponce
@nestor7184
@avelinosalazar7
@joncoopertweets

Top Tweeters in G10:
@tony__heller
@michaelbranniga
@zdzichudyrma
@monstercoyliar
@mcfunny
@sharpiedj
@breezergalway
@wendyorent
@amanda_pompili
@geoffschuler