COVID, Twitter, 11/27/2021 7:05:40 PM, 267038


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COVID_2021-11-27_00-18-01.xlsx
COVID_2021-11-27_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2021
Short Description:
COVID via NodeXL https://bit.ly/3cXfPn7
@blackpink
@sajidjavid
@hannoverscot
@orchideejaune87
@soompi
@borisjohnson
@letterstolocke
@elodie_a_n
@longcovidhell
@longcovidkids

Top hashtags:
#covid
#covid19
#covid_19
#lisa
#blackpink
#coronavirus
#rosé
#jennie
#jisoo

Description:
Description
The graph represents a network of 11,828 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, 27 November 2021 at 08:36 UTC.

The requested start date was Saturday, 27 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, 1-minute period from Wednesday, 24 November 2021 at 12:18 UTC to Friday, 26 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 : 11828
Unique Edges : 6876
Edges With Duplicates : 11481
Total Edges : 18357
Number of Edge Types : 5
Retweet : 5088
MentionsInRetweet : 5898
Tweet : 3723
Replies to : 1045
Mentions : 2603
Self-Loops : 3759
Reciprocated Vertex Pair Ratio : 0.0053810674280694
Reciprocated Edge Ratio : 0.0107045330420535
Connected Components : 3774
Single-Vertex Connected Components : 1119
Maximum Vertices in a Connected Component : 375
Maximum Edges in a Connected Component : 923
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.260638
Graph Density : 6.54443917966373E-05
Modularity : 0.579683
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,828 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, 27 November 2021 at 08:36 UTC.

The requested start date was Saturday, 27 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, 1-minute period from Wednesday, 24 November 2021 at 12:18 UTC to Friday, 26 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:
[77] https://www.soompi.com/article/1500316wpp/blackpinks-lisa-diagnosed-with-covid-19-other-members-awaiting-results
[16] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations
[16] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[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
[12] https://www.ema.europa.eu/en/news/comirnaty-covid-19-vaccine-ema-recommends-approval-children-aged-5-11
[11] https://news.sky.com/story/covid-19-eu-regulator-authorises-pfizer-vaccine-for-children-aged-five-to-11-12478309
[11] http://www.topstarnews.net/news/articleView.html?idxno=14652249
[10] https://www.nytimes.com/2021/11/24/world/united-states-death-toll-covid.html
[10] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[10] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/371463007251815113277772771891719747324454848709009608880510524168140226561

Top URLs in Tweet in G1:
[4] https://news.sky.com/story/covid-19-eu-regulator-authorises-pfizer-vaccine-for-children-aged-five-to-11-12478309
[4] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[3] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations
[3] https://www.ema.europa.eu/en/news/comirnaty-covid-19-vaccine-ema-recommends-approval-children-aged-5-11
[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
[2] https://endpts.com/europe-changes-its-tune-on-covid-19-vaccine-ip-advocating-now-for-a-targeted-waiver/
[2] https://www.symphonise.consulting/4-business-continuity-lessons-from-covid-19/
[2] https://www.currentnewstv.com/germany-germany-faces-grim-covid-milestone-with-leadership-in-flux-times-of-india/
[2] https://analisisurbano.org/en-cuba-no-reportan-muertes-por-la-covid-19-por-segunda-vez-en-8-dias/174633/

Top URLs in Tweet in G2:
[75] https://www.soompi.com/article/1500316wpp/blackpinks-lisa-diagnosed-with-covid-19-other-members-awaiting-results
[9] http://www.topstarnews.net/news/articleView.html?idxno=14652249
[8] https://entertain.v.daum.net/v/20211124185508966
[6] https://www.koreaboo.com/news/blackpink-jisoo-jennie-rose-test-negative-covid-19/
[4] https://www.allkpop.com/article/2021/11/blackpinks-lisa-tests-positive-for-covid-19-members-awaiting-results
[4] https://www.soompi.com/article/1500430wpp/pentagons-kino-diagnosed-with-covid-19-other-members-test-negative
[4] https://n.news.naver.com/entertain/article/117/0003558164?s=09
[3] https://www.easyrock.com.ph/news/bl%ce%bb%c9%94kpi%d0%b8ks-lisa-tests-positive-covid-19/
[3] https://n.news.naver.com/entertain/article/408/0000139424
[3] https://www.koreaboo.com/news/blackpink-lisa-tests-positive-covid-19/

Top URLs in Tweet in G3:
[5] https://www.reuters.com/world/asia-pacific/covid-19-japan-tightens-border-controls-arrivals-six-countries-2021-11-26/?taid=61a0cd6d9a8dbd0001047580&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/world/europe/dutch-hospitals-postpone-chemotherapy-organ-transplants-due-covid-19-surge-2021-11-25/?taid=619f7bf5a5e4bc0001bd28ca&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.independent.co.uk/news/covid-variant-south-africa-latest-b1964586.html
[4] https://www.cdc.gov/mmwr/volumes/70/wr/mm7047e2.htm?s_cid=mm7047e2_e
[3] https://www.bloomberg.com/news/articles/2021-11-25/ap-newsalert-european-union-authorizes-pfizer-s-covid-19-vaccine-for-kids-5-to-11?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business
[3] https://www.who.int/news/item/24-11-2021-interim-statement-on-covid-19-vaccination-for-children-and-adolescents
[3] https://www.cnbc.com/2021/11/26/crypto-bitcoin-btc-enters-bear-market-on-new-covid-variant.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1637925904
[3] https://www.japantimes.co.jp/news/2021/11/26/national/japan-tighten-border-6-african-nations/?utm_medium=Social&utm_source=Twitter#Echobox=1637927333
[2] https://www.reuters.com/world/europe/slovakias-covid-cases-rise-by-record-government-prepares-lockdown-2021-11-24/?taid=619e18de9a8dbd00010401b7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/europe/german-covid-19-deaths-pass-100000-mark-fourth-wave-takes-hold-2021-11-25/?taid=619f6de4838dea0001e14110&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=1Dck5WxFs4U

[2] https://timesofindia.indiatimes.com/city/bhubaneswar/53-school-going-girls-22-mbbs-students-test-positive-for-covid-19-in-odisha/articleshow/87868444.cms
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms
[1] https://www.msn.com/en-in/news/other/worse-than-delta-new-covid-variant-triggers-alert-in-india-list-of-strains-you-must-beware/ar-AAR96Yy?ocid=XMMO
[1] https://twitter.com/RahulGandhi/status/1463380065748668417
[1] https://www.deccanherald.com/national/shallow-graves-and-bodies-in-the-river-covid-19-hits-indias-villages-985797.html
[1] https://www.news18.com/news/education-career/why-are-upsc-aspirants-demanding-another-attempts-at-civil-services-exam-4478363.html
[1] https://twitter.com/AlmostIAS/status/1463172816480702476

Top URLs in Tweet in G5:
[3] https://elpais.com/ciencia/2021-11-18/la-siguiente-pandemia-ya-ha-empezado-la-covid-ha-acelerado-la-aparicion-de-superbacterias.html
[2] https://www.standard.co.uk/news/london/sajid-javid-covid-booster-vaccine-jab-pimlico-londoners-b966657.html
[2] https://www.newsweek.com/nu-b-1-1-529-covid-variant-discovered-israel-heavily-mutated-strain-spreads-1653456
[1] https://newsnodes.com/us
[1] https://workpointtoday.com/covid-africa-hk/
[1] https://www.gov.uk/government/news/pregnant-women-urged-to-get-covid-19-vaccine-following-new-uk-safety-data
[1] https://www.diariosur.es/sociedad/salud/diferencias-sintomas-covid-gripe-20211123092719-nt.html
[1] https://twitter.com/mciver1977/status/1463480608517234693
[1] https://twitter.com/itosettiMD_MBA/status/1463819857888223235
[1] https://twitter.com/Roland_tweet/status/1463811639241752582

Top URLs in Tweet in G6:
[5] https://www.thesun.co.uk/health/16849417/new-covid-variant-infecting-vaccinated/
[2] https://www.youtube.com/watch?v=pEylzZav9rs&feature=youtu.be

[2] https://france3-regions.francetvinfo.fr/grand-est/marne/reims/covid-19-la-troisieme-dose-il-ne-faudrait-pas-forcement-la-faire-en-vaccin-arn-selon-le-professeur-jacque-cohen-2339239.html
[2] https://rumble.com/vppb4v-la-preuve-mdicale-que-le-vaccin-covid-est-du-meurtre-dr-vernon-coleman.html
[1] https://covid.irsan.eu/fr/documentation/index/voir/5
[1] https://www.ahajournals.org/doi/10.1161/circ.144.suppl_1.10712?cookieSet=1
[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.lalibre.be/international/europe/2021/11/25/portugal-retour-des-restrictions-pour-freiner-la-propagation-du-covid-19-65ZSXQTQVZEGRELGLPENC6PJCA/
[1] https://www.youtube.com/watch?v=_2qSZksPdeM&feature=youtu.be

[1] https://www.lefigaro.fr/vox/societe/ivan-rioufol-prendre-le-droit-d-appeler-un-chat-un-chat-20211125

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.leparisien.fr/politique/apres-jean-castex-la-ministre-brigitte-klinkert-testee-positive-au-covid-19-24-11-2021-LGI6FBWG65GFLED4V3UQJC7ETY.php#xtor=AD-1481423553
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-variant-delta-tres-contagieux-a-reduit-a-40-l-efficacite-des-vaccins-contre-la-transmission-de-la-maladie-alerte-l-oms_4857407.html
[1] https://urlr.me/1KyXn
[1] https://www.leparisien.fr/societe/sante/covid-19-de-nouvelles-annonces-attendues-en-france-360-000-rendez-vous-de-rappel-vaccinal-pris-mercredi-sur-doctolib-un-nouveau-record-suivez-notre-direct-25-11-2021-KQC35X72IFBDFC3GJ63YP5H3QA.php#xtor=AD-1481423553
[1] https://l.leparisien.fr/oFsJ
[1] https://www.lemonde.fr/economie/article/2021/11/17/avec-la-pandemie-de-covid-19-les-riches-privilegient-l-aviation-d-affaires_6102393_3234.html
[1] https://www.ouest-france.fr/politique/jean-castex/jean-castex-positif-au-covid-19-en-termes-d-image-c-est-un-desastre-pour-le-gouvernement-7288973e-4c5e-11ec-b7d5-7a363735a3c8
[1] https://www.ouest-france.fr/pays-de-la-loire/cholet-49300/covid-19-a-l-hopital-de-cholet-la-cinquieme-vague-est-arrivee-plus-tot-360d65ee-4d37-11ec-a0f2-c7fe53b09c00
[1] https://lemediaen442.fr/guadeloupe-les-pompiers-nauront-plus-besoin-detre-vaccines-contre-le-covid/

Top URLs in Tweet in G8:
[2] https://www.khaleejtimes.com/coronavirus/covid-19-vaccine-in-uae-all-eligible-residents-receive-one-dose-in-world-first-milestone
[2] http://trib.al/SoI3FAp
[2] http://trib.al/J8z2DV7
[2] https://www.dailymail.co.uk/news/article-10238113/New-Botswana-variant-32-horrific-mutations-evolved-Covid-strain-EVER.html
[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/global-health/science-and-disease/covid-new-south-african-variant-strain-lockdown-restrictions/
[1] https://www.thedailystar.net/health/disease/coronavirus/events-who/deaths-infections/news/3-covid-19-deaths-recorded-24-hours-positivity-rate-141-2903446
[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
[1] https://www.telegraph.co.uk/news/2021/11/25/eu-set-propose-nine-month-expiry-date-covid-vaccine-passports/
[1] http://trib.al/OXXLIb0

Top URLs in Tweet in G10:
[2] https://schoolsweek.co.uk/home-education-rises-34-with-covid-most-likely-to-be-the-reason/
[2] https://www.thestar.com/opinion/star-columnists/2021/11/24/4-million-covid-19-vaccine-doses-are-sitting-in-freezers-why-isnt-ontario-moving-faster-on-boosters.html
[1] https://torontosun.com/opinion/columnists/lilley-a-hybrid-parliament-is-just-a-way-for-trudeaus-liberals-to-hide
[1] https://twitter.com/mroliverbarnes/status/1464197872887513094
[1] https://theconversation.com/covid-19-cases-rise-when-schools-open-but-more-so-when-teachers-and-students-dont-wear-masks-169928
[1] https://twitter.com/mamatoronto/status/1464197029673025551
[1] https://www.theguardian.com/world/2021/nov/24/scientists-warn-of-new-covid-variant-with-high-number-of-mutations?CMP=Share_iOSApp_Other
[1] https://news.sky.com/story/covid-19-eu-regulator-authorises-pfizer-vaccine-for-children-aged-five-to-11-12478309
[1] https://twitter.com/True100101/status/1463656553911779329
[1] https://phys.org/news/2021-11-two-meter-covid-arbitrary-safety.html

Top Domains
Top Domains in Tweet in Entire Graph:
[337] twitter.com
[123] co.uk
[83] soompi.com
[56] theguardian.com
[42] trib.al
[36] reuters.com
[34] bit.ly
[34] bloomberg.com
[30] com.br
[28] francetvinfo.fr

Top Domains in Tweet in G1:
[120] twitter.com
[26] co.uk
[13] catzona.com
[12] theguardian.com
[12] com.br
[8] sky.com
[7] msn.com
[7] info-flash.com
[7] informazione.it
[6] francetvinfo.fr

Top Domains in Tweet in G2:
[79] soompi.com
[16] naver.com
[9] topstarnews.net
[9] koreaboo.com
[8] allkpop.com
[8] daum.net
[3] com.ph
[3] twitter.com
[2] popcrush.com
[2] globo.com

Top Domains in Tweet in G3:
[17] reuters.com
[11] bloomberg.com
[9] cnbc.com
[5] lemonde.fr
[5] co.uk
[4] cdc.gov
[3] who.int
[3] co.jp
[2] twitter.com
[2] ctvnews.ca

Top Domains in Tweet in G4:
[3] indiatimes.com
[2] youtube.com
[2] twitter.com
[1] msn.com
[1] deccanherald.com
[1] news18.com

Top Domains in Tweet in G5:
[4] twitter.com
[3] co.uk
[3] elpais.com
[2] newsweek.com
[1] newsnodes.com
[1] workpointtoday.com
[1] gov.uk
[1] diariosur.es
[1] longcovidkids.org
[1] theguardian.com

Top Domains in Tweet in G6:
[5] co.uk
[4] twitter.com
[3] youtube.com
[2] francetvinfo.fr
[2] rumble.com
[1] irsan.eu
[1] ahajournals.org
[1] lemonde.fr
[1] lalibre.be
[1] lefigaro.fr

Top Domains in Tweet in G7:
[4] leparisien.fr
[4] lefigaro.fr
[3] cnews.fr
[2] ouest-france.fr
[2] twitter.com
[1] francetvinfo.fr
[1] urlr.me
[1] lemonde.fr
[1] lemediaen442.fr
[1] citizen-light.fr

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

Top Domains in Tweet in G10:
[4] twitter.com
[2] co.uk
[2] thestar.com
[1] torontosun.com
[1] theconversation.com
[1] theguardian.com
[1] sky.com
[1] phys.org
[1] cbc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] covid
[235] covid19
[171] covid_19
[171] lisa
[72] blackpink
[53] coronavirus
[48] rosé
[46] jennie
[45] jisoo
[43] últimahora



Top Hashtags in Tweet in G1:
[61] covid
[40] covid19
[38] covid_19
[11] veran
[9] vaccination
[9] coronavirus
[7] corona
[7] infoflash
[6] covidgesetznein
[5] longcovid

Top Hashtags in Tweet in G2:
[155] lisa
[57] blackpink
[47] rosé
[41] jisoo
[40] jennie
[26] getwellsoonlisa
[5] kino
[5] 로제
[4] pentagon
[4] 블랙핑크

Top Hashtags in Tweet in G3:
[17] covid19
[5] covid_19
[4] nvax
[4] novavax
[4] coronavirus
[4] nuvariant
[3] covidisairborne
[2] wearamask
[2] 11/26/2021 12:00:00 AM
[2] letsbuildug

Top Hashtags in Tweet in G4:
[8] cancelterm1exam
[6] maketerm1hybrid
[6] upscextraattempt
[5] jeeadvancedextraattempt
[4] icse
[4] cancelterm1
[4] cancelboardexams2022
[3] covid19
[3] cancelterm1exams
[3] republicsummit

Top Hashtags in Tweet in G5:
[4] getboosted
[3] treatlongcovid
[3] ultimahora
[3] covid
[1] nazi_pass
[1] coronavirus
[1] covid19
[1] sarscov2
[1] wales
[1] cymru

Top Hashtags in Tweet in G6:
[4] portugal
[4] véran
[3] covid
[2] rotterdam
[1] touchepasauxenfants
[1] sansnous
[1] followthesilence

Top Hashtags in Tweet in G7:
[5] covid19
[4] covid_19
[3] propagande
[2] touchepasauxenfants
[2] veran
[1] ldde
[1] midinews
[1] transport
[1] mobilité
[1] durable

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

Top Hashtags in Tweet in G10:
[4] cdnpoli
[3] covid19
[2] rapidtests
[2] longcovid
[2] s
[2] onpoli
[2] bcpoli
[2] novaccinemandates
[2] novaccinepassports
[1] parliament

Top Words
Top Words in Tweet in Entire Graph:
[8152] covid
[2542] 19
[752] variant
[411] vaccine
[397] people
[387] lisa
[332] south
[314] more
[311] positive
[306] africa

Top Words in Tweet in G1:
[1050] covid
[342] 19
[122] variant
[61] #covid
[51] africa
[50] south
[49] 11
[47] plus
[40] #covid19
[38] #covid_19

Top Words in Tweet in G2:
[417] covid
[326] 19
[245] lisa
[175] positive
[156] tested
[155] #lisa
[151] blackpink
[145] yg
[139] members
[118] entertainment

Top Words in Tweet in G3:
[122] covid
[59] 19
[45] variant
[25] africa
[24] south
[18] reuters
[18] business
[17] #covid19
[15] deaths
[14] vaccine

Top Words in Tweet in G4:
[60] covid
[19] 19
[15] pmoindia
[13] students
[12] offline
[12] lakh
[11] exams
[11] shri
[10] variant
[10] people

Top Words in Tweet in G5:
[103] covid
[55] variant
[50] bnodesk
[47] south
[36] concern
[35] african
[34] watch
[34] passengers
[34] flight
[34] allowed

Top Words in Tweet in G6:
[97] covid
[52] novembre
[48] f_philippot
[39] allemagne
[38] 24
[38] 350
[38] morts
[33] 2021
[22] france
[21] enfants

Top Words in Tweet in G7:
[75] covid
[28] plus
[18] ce
[18] c'est
[16] cnews
[14] parce
[14] faire
[13] sommes
[13] comme
[12] mandrinvienne

Top Words in Tweet in G8:
[86] covid
[24] someone
[22] today
[22] job
[22] speak
[21] drpoppybhrt
[21] month
[20] husband
[20] brother
[20] thanksgiving

Top Words in Tweet in G9:
[3] covid
[2] mcfunny
[2] maureenstroud
[2] kathmarval
[2] stephenbevan15
[2] flu
[2] learnt
[2] vaccine
[2] trials

Top Words in Tweet in G10:
[67] covid
[37] trishgreenhalgh
[28] scientists
[26] twitter
[26] believe
[26] currently
[26] coordinated
[26] attempt
[26] put
[26] misinformation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2460] covid,19
[302] covid,variant
[231] south,africa
[224] positive,covid
[152] 19,variant
[147] contra,covid
[145] tested,positive
[133] yg,entertainment
[110] nueva,variante
[105] pasaporte,covid

Top Word Pairs in Tweet in G1:
[325] covid,19
[52] covid,variant
[40] south,africa
[23] 19,variant
[21] contra,covid
[17] covid,21
[15] passaport,covid
[15] cas,covid
[14] pasaporte,covid
[14] variante,covid

Top Word Pairs in Tweet in G2:
[323] covid,19
[147] positive,covid
[109] yg,entertainment
[103] tested,positive
[79] 19,members
[77] awaiting,results
[77] blackpink's,lisa
[72] members,awaiting
[72] diagnosed,covid
[68] lisa,diagnosed

Top Word Pairs in Tweet in G3:
[59] covid,19
[22] south,africa
[19] covid,variant
[9] variant,identified
[9] identified,south
[8] 19,vaccine
[7] 19,variant
[7] coronavirus,variant
[7] number,mutations
[7] children,adolescents

Top Word Pairs in Tweet in G4:
[19] covid,19
[10] 94,lakh
[10] lakh,accounts
[9] offline,exams
[8] due,covid
[7] during,covid
[5] pmoindia,hmoindia
[5] tamil,nadu
[5] nadu,94
[5] accounts,opened

Top Word Pairs in Tweet in G5:
[51] covid,variant
[34] watch,passengers
[34] passengers,south
[34] south,african
[34] african,flight
[34] flight,allowed
[34] allowed,amsterdam
[34] amsterdam,amid
[34] amid,concern
[34] concern,covid

Top Word Pairs in Tweet in G6:
[38] allemagne,24
[38] 24,novembre
[38] 350,morts
[38] morts,covid
[33] novembre,2021
[19] novembre,2020
[19] 2020,350
[19] covid,allemagne
[19] 2021,350
[18] f_philippot,allemagne

Top Word Pairs in Tweet in G7:
[12] ma,famille
[12] famille,sommes
[12] sommes,exclus
[12] exclus,d'un
[12] d'un,repas
[12] repas,associatif
[12] associatif,parce
[12] parce,n'avons
[12] n'avons,pass
[12] pass,l'un

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

Top Word Pairs in Tweet in G9:
[2] vaccine,trials

Top Word Pairs in Tweet in G10:
[26] scientists,twitter
[26] twitter,believe
[26] believe,currently
[26] currently,coordinated
[26] coordinated,attempt
[26] attempt,put
[26] put,misinformation
[26] misinformation,covid
[25] trishgreenhalgh,scientists
[25] covid,pleas

Top Replied-To
Top Replied-To in Entire Graph:
@boohoo
@disclosetv
@miltonneves
@karl_lauterbach
@olivierveran
@le_general_offl
@cnews
@avorhankircali
@kamalaharris
@gouvernementfr

Top Replied-To in G2:
@griezmannnz
@aashnaharindran

Top Replied-To in G3:
@reuters
@sugiura_ken2
@ukstatsauth
@erictopol
@squawkcnbc
@gowhardr
@nellisa47379324
@r_hughes1
@leslieks
@derthebear2

Top Replied-To in G4:
@iamsaurav_1
@ncert
@shankargopi
@i_m_dj4
@allenkota
@aajtak
@dpradhanbjp
@rajnathsingh
@arvindkejriwal
@tvmohandaspai

Top Replied-To in G5:
@jamesbo24514708
@longcovidhell
@jneill
@hughosmond
@sfh300
@topt326

Top Replied-To in G6:
@disclosetv
@mista98berk
@f_philippot
@spynozette1
@cfa_2019
@paloma29920068
@avocatdupeuple
@bfmcotedazur
@jordanbpeterson
@qulbut0ke

Top Replied-To in G7:
@cnews
@olivierveran
@gouvernementfr
@le_parisien
@publicsenat
@poulin2012
@le_figaro
@bearimprint
@mandrinvienne
@libertad20216

Top Replied-To in G8:
@decaco1
@essexpr
@suec00k

Top Replied-To in G9:
@artyshouse
@jccalmond2

Top Replied-To in G10:
@dgurdasani1
@sado_dan
@annieonherbike
@cv_cev
@ishatreza

Top Mentioned
Top Mentioned in Entire Graph:
@blackpink
@soompi
@bnodesk
@f_philippot
@ema_news
@trishgreenhalgh
@mikeadamonair
@manuelrico
@worldmusicaward
@blackpinkglobal

Top Mentioned in G1:
@drlboominathan
@symphonisec
@lalytatweets
@fairtrials
@suegray834
@malaysia_covid
@ibrahimhkulaber
@simon7patrick
@hiremaidea
@ray_noble1

Top Mentioned in G2:
@blackpink
@soompi
@mikeadamonair
@worldmusicaward
@blackpinkglobal
@theseoulstory
@popcrave
@kpop_herald
@pinkshvts
@kjjs0c1

Top Mentioned in G3:
@who
@business
@reuters
@cnbc
@infobae
@independent
@cdcgov
@reddit
@robinhoodapp
@carlosdelrio7

Top Mentioned in G4:
@pmoindia
@narendramodi
@doptgoi
@cbseindia29
@eduminofindia
@hmoindia
@dpradhanbjp
@mansukhmandviya
@ashokgehlot51
@narendramodi_in

Top Mentioned in G5:
@bnodesk
@sajidjavid
@offchainon
@amyboylanwrites
@ukhsa
@sandyboots2020
@roslemusmartin
@navroopsingh_
@nadhimzahawi
@tigressellie

Top Mentioned in G6:
@f_philippot
@rene_chiche
@aldosterone111
@ivanrioufol
@fcouilbault1
@youtube
@realcarlvernon
@c
@disclosetv
@jordanbpeterson

Top Mentioned in G7:
@cnews
@mandrinvienne
@victorsinclair3
@olivierveran
@le_figaro
@lecatalex
@le_parisien
@e2villiers
@francois_ruffin
@jmblanquer

Top Mentioned in G8:
@drpoppybhrt
@thehill
@davidkurten
@mailonline
@essexpr
@telegraph
@suec00k
@drbarnesbangor
@ap
@telglobalhealth

Top Mentioned in G9:
@mcfunny
@maureenstroud
@kathmarval
@stephenbevan15
@sultanealexand1
@t_ftop
@zeetubes
@consequentialbr
@juanfaizer
@iainmulady

Top Mentioned in G10:
@trishgreenhalgh
@mamatoronto
@fordnation
@other_mrs
@dgurdasani1
@brianlilley
@justintrudeau
@charles83230639
@adamjschwarz
@nathanstall

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@zazoomblog
@tomthunkitsmind
@jornalistavitor
@mrdjones
@detikcom
@berkleybearnews
@neoinformes
@liputan6dotcom
@gambiste1

Top Tweeters in G1:
@zazoomblog
@jornalistavitor
@berkleybearnews
@liputan6dotcom
@andyvermaut
@raymond_norman
@elpoliticonews
@cpa_breda
@scotland4me
@noticiasveapp

Top Tweeters in G2:
@detikcom
@ateezsure
@bemustbad
@leeshsn1a
@shinxxi
@luvatiney
@psnhy_amorebiti
@cyberred97
@namineheartilly
@renjunnarak

Top Tweeters in G3:
@gambiste1
@independent
@eldiario
@infobae
@reuters
@business
@welt
@dzmmteleradyo
@mindiespe
@cnbc

Top Tweeters in G4:
@cnbctv18live
@i_rahul29
@timesnow
@1stindianews
@indiatvnews
@aajtak
@etnowlive
@republic
@khushi4justice
@the_hindu

Top Tweeters in G5:
@rhiles2760
@monty_chadha
@navroopsingh_
@drdind
@hualaan_7824
@miftyjackson
@fagankara
@cernusson
@janet_jane
@tahirbinhussai2

Top Tweeters in G6:
@edira2
@nigelcameron
@pastoralview
@delagealine
@bearone4
@js158855
@johntchance5
@orchideejaune87
@redge05155833
@jyclisboa

Top Tweeters in G7:
@le_figaro
@dorimene2
@le_parisien
@mi1789
@baboune04
@m75sylvie
@patureaumarie
@cnews
@rtenfrancais
@mandrinvienne

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

Top Tweeters in G9:
@tony__heller
@michaelbranniga
@monstercoyliar
@takethatct
@mcfunny
@sharpiedj
@breezergalway
@wendyorent
@amanda_pompili
@geoffschuler

Top Tweeters in G10:
@bruce_arthur
@jaydeewriting
@uksophism
@ingramglynis
@kittyhundal
@vdweller
@cbc
@ojibray
@bellwhitworth
@trudyta95329047


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