COVID, Twitter, 1/27/2022 11:59:49 AM, 270737


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COVID_2022-01-27_02-34-14.xlsx
COVID_2022-01-27_02-34-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
COVID via NodeXL https://bit.ly/3nZZVyk
@jialovedbyevery
@chrischirp
@goden09
@borisjohnson
@10downingstreet
@who
@covidjusticeuk
@mansukhmandviya
@freshairschools
@dgurdasani1

Top hashtags:
#covid
#covid19
#covid_19
#pmqs
#stopofflineexams
#coronavirus
#26ene

Description:
Description
The graph represents a network of 12,369 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, 27 January 2022 at 11:02 UTC.

The requested start date was Thursday, 27 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 6-day, 0-hour, 0-minute period from Thursday, 20 January 2022 at 12:19 UTC to Wednesday, 26 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 : 12369
Unique Edges : 7312
Edges With Duplicates : 11654
Total Edges : 18966
Number of Edge Types : 5
Retweet : 5328
MentionsInRetweet : 6178
Tweet : 3849
Replies to : 1006
Mentions : 2605
Self-Loops : 3898
Reciprocated Vertex Pair Ratio : 0.00444868128376231
Reciprocated Edge Ratio : 0.00885795634292945
Connected Components : 3991
Single-Vertex Connected Components : 1061
Maximum Vertices in a Connected Component : 1473
Maximum Edges in a Connected Component : 3050
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 13.139875
Graph Density : 6.19885795112076E-05
Modularity : 0.58491
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,369 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, 27 January 2022 at 11:02 UTC.

The requested start date was Thursday, 27 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 6-day, 0-hour, 0-minute period from Thursday, 20 January 2022 at 12:19 UTC to Wednesday, 26 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:
[19] https://news.sky.com/story/omicron-sub-lineage-ba2-designated-as-covid-variant-under-investigation-says-ukhsa-12521718
[15] https://www.ft.com/content/8d6bdc5d-1020-4322-98c5-1bc3f61d4b02
[14] https://www.lemonde.fr/les-decodeurs/article/2022/01/19/covid-19-20-des-hospitalisations-ont-une-autre-cause-que-le-virus_6110118_4355770.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[12] https://www.who.int/news/item/19-01-2022-statement-on-the-tenth-meeting-of-the-international-health-regulations-(2005)-emergency-committee-regarding-the-coronavirus-disease-(covid-19)-pandemic
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[9] https://www.tmz.com/2022/01/21/meat-loaf-dead-dies-singer/?adid=social-twa
[8] https://thecovidworld.com/shock-as-10-year-old-luisa-petenuci-suffers-cardiac-arrest-12-hours-after-receiving-pfizer-covid-19-vaccine/
[8] https://www.dailymail.co.uk/sport/sportsnews/article-10339755/Premier-League-field-heart-issues-fuelled-suspicion-Covid-vaccines-players.html
[6] https://www.vtv.gob.ve/portugal-aproxima-contagios-diarios-covid/
[6] https://www.bfmtv.com/sante/26-des-patients-covid-19-sont-hospitalises-pour-un-autre-motif-que-le-coronavirus_AN-202201210170.html

Top URLs in Tweet in G1:
[4] https://www.instagram.com/accounts/login/
[2] https://www.zerohedge.com/covid-19/dr-peter-mccullough-official-covid-narrative-has-crumbled
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[2] https://mobile.francetvinfo.fr/sante/maladie/coronavirus/direct-covid-19-un-calendrier-de-levee-des-restrictions-au-menu-d-un-conseil-de-defense-sanitaire-ce-jeudi-matin-a-l-elysee_4923377.amp
[2] https://news.harvard.edu/gazette/story/2021/10/study-confirms-kids-as-spreaders-of-covid-19-and-emerging-variants/
[2] https://web.facebook.com/watch/?v=268070288759424&ref=sharing
[2] https://news.sky.com/story/omicron-sub-lineage-ba2-designated-as-covid-variant-under-investigation-says-ukhsa-12521718
[2] https://www.dailymail.co.uk/sport/sportsnews/article-10339755/Premier-League-field-heart-issues-fuelled-suspicion-Covid-vaccines-players.html
[2] https://twitter.com/pamelaa_zanon/status/1483940742204641289
[2] https://www.thetrentonline.com/next-pandemic-could-be-far-worse-than-covid-bill-gates-warns/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/Shrenikjn10Jain/status/1486310730110746634
[1] https://theriseeast.com/tripura/pm-modi-congratulates-puhabi-chakraborti-for-helping-covid19-patients-winning-rashtriya-bal-puraskar/
[1] https://twitter.com/mansukhmandviya/status/1483446474084347910
[1] https://captajitvadakayil.in/2022/01/21/vadakayil-on-covid-vaccine-induced-autoimmune-thyroid-hormone-disorders-long-anaphylaxis-covid-poll/
[1] https://hindi.news18.com/news/nation/omicron-coronavirus-vaccine-not-needed-to-children-ntagi-member-says-covid-19-news-3911575.html
[1] https://www.news18.com/news/india/no-need-to-vaccinate-children-against-covid-right-now-centre-informed-about-decision-ntagi-member-4577267.html

Top URLs in Tweet in G3:
[4] https://www.vice.com/en/article/bvn743/oral-cbd-prevented-covid-19-infection-in-real-world-patients-study-suggests
[3] https://www.vice.com/en/article/bvn743/oral-cbd-prevented-covid-19-infection-in-real-world-patients-study-suggests?utm_source=motherboard_twitter
[2] https://www.theatlantic.com/science/archive/2021/09/covid-19-long-haulers-pandemic-future/619941/
[2] https://vimeo.com/668007974/d5934fb7b4?fbclid=IwAR2TBpru7MjvVx56CIM2ELpyIHvq8Xy4-iAALr5EfdUQjDhm270B75Mvj1g
[1] https://twitter.com/OntHospitalAssn/status/1485961010284478469
[1] https://www.inspq.qc.ca/covid-19/sondages-attitudes-comportements-quebecois/11-janvier-2022
[1] https://twitter.com/irfandhalla/status/1486107921448640515
[1] https://twitter.com/oni_blackstock/status/1486141788414955520
[1] https://www.vice.com/en/article/bvn7gd/the-scientist-who-discovered-cannabis-can-prevent-covid-19?utm_source=motherboard_twitter
[1] https://plus.lapresse.ca/screens/f90b4590-dfde-4c4b-97e5-a2768b836e88__7C___0.html?utm_content=twitter&utm_source=lpp&utm_medium=referral&utm_campaign=internal+share

Top URLs in Tweet in G4:
[13] https://www.ft.com/content/8d6bdc5d-1020-4322-98c5-1bc3f61d4b02
[1] https://www.imperial.ac.uk/media/imperial-college/institute-of-global-health-innovation/R17_final.pdf
[1] https://www.theguardian.com/commentisfree/2022/jan/12/long-covid-trial-britain-short-term-virus?CMP=Share_AndroidApp_Other
[1] https://news.sky.com/story/covid-19-spike-in-omicron-cases-in-children-could-lead-to-another-surge-in-adults-scientists-suggest-12525420
[1] https://twitter.com/resist_05/status/1486184289117290496
[1] https://www.blf.org.uk/support-for-you/indoor-air-pollution/about-indoor-air-pollution
[1] https://www.academie-medecine.fr/vaccination-des-enfants-de-5-11-ans-contre-la-covid-19-ne-plus-hesiter/?lang=en
[1] https://twitter.com/itosettiMD_MBA/status/1486114241170059264
[1] https://twitter.com/IndependentSage/status/1484457335397441537
[1] https://www.youtube.com/watch?v=w1BwK64GHjU&feature=youtu.be


Top URLs in Tweet in G5:
[14] https://news.sky.com/story/omicron-sub-lineage-ba2-designated-as-covid-variant-under-investigation-says-ukhsa-12521718
[2] https://trib.al/GAL55HP
[2] https://trib.al/mSFmSc1
[2] https://trib.al/o3St9dR
[1] https://trib.al/OchNgQA
[1] https://www.bbc.co.uk/news/live/uk-politics-60134104
[1] https://www.thetimes.co.uk/article/treasury-writes-off-4-3bn-in-covid-payments-lost-to-fraud-dfkxt5fr7
[1] https://twitter.com/TheBMA/status/1483885518794506251
[1] https://www.theguardian.com/politics/2022/jan/24/minister-resigns-in-protest-at-handling-of-fraudulent-covid-loans
[1] https://twitter.com/PremierScottMoe/status/1483529305279938561

Top URLs in Tweet in G6:
[3] https://www.sciencealert.com/a-new-patent-free-covid-19-vaccine-could-be-a-global-game-changer
[2] https://www.houstonchronicle.com/life/article/Peter-Hotez-fight-for-science-COVID-houston-texas-15982489.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.nytimes.com/live/2022/01/26/world/omicron-covid-vaccine-tests/omicrons-spread-underscores-the-potential-consequences-of-the-global-vaccine-gap-experts-say
[1] https://twitter.com/bretweinstein/status/1483959059346694144
[1] https://twitter.com/nikkimcr/status/1486154086877650945
[1] https://edition.pagesuite.com/popovers/dynamic_article_popover.aspx?artguid=19998b58-ca1b-498c-a6bb-ca7f85597ae6
[1] https://www.globalcitizen.org/en/content/global-covid-19-funding-us-congress-biden/
[1] https://twitter.com/WHO/status/1483147998259466241

Top URLs in Tweet in G7:
[6] https://www.bfmtv.com/sante/26-des-patients-covid-19-sont-hospitalises-pour-un-autre-motif-que-le-coronavirus_AN-202201210170.html
[2] https://www.anguillesousroche.com/sante/choc-des-milliers-de-personnes-sur-twitter-disent-regretter-davoir-recu-le-vaccin-des-effets-secondaires-pires-que-ceux-du-covid/
[2] https://lecourrierdesstrateges.fr/2022/01/24/le-nouveau-reglement-europeen-relatif-aux-essais-cliniques-sapplique-a-la-vaccination-covid/
[2] https://rmcsport.bfmtv.com/football/comment-le-covid-peut-impacter-le-coeur-des-sportifs-sur-le-court-et-long-terme_AV-202201180181.html
[1] https://francais.rt.com/international/95132-administration-biden-contrainte-abandonner-obligation-vaccinale-dans-grandes-entreprises-covid-19
[1] https://www.lemonde.fr/les-decodeurs/article/2022/01/19/covid-19-20-des-hospitalisations-ont-une-autre-cause-que-le-virus_6110118_4355770.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[1] https://www.lematin.ch/story/sarah-atcho-souffre-dune-pericardite-117824598111
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/vaccination-contre-le-covid-19-l-accord-d-un-seul-parent-est-a-nouveau-suffisant-pour-vacciner-les-enfants-de-5-a-11-ans_4929277.html
[1] https://www.leparisien.fr/societe/sante/covid-19-le-taux-dincidence-en-hausse-de-20-dans-toute-la-population-suivez-notre-direct-25-01-2022-FGUXWJJ6BJAHDALYO3RXLH2XP4.php?utm_campaign=twitter_partage&utm_medium=social
[1] https://l.leparisien.fr/Bsb4

Top URLs in Tweet in G8:
[2] https://www.wsj.com/articles/prior-covid-19-infection-offered-better-protection-than-vaccination-during-delta-wave-11642619009
[1] https://www.theguardian.com/commentisfree/2022/jan/19/science-covid-ineradicable-disease-prevention
[1] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D9jMONZMuS2U&q=EgS4SO-bGMvyyY8GIhBj1p91Mtsj_XXlnHaGho2KMgFy
[1] https://twitter.com/jeremyredfernfl/status/1486179333597192192
[1] https://www.outkick.com/cdc-admits-natural-immunity-provides-better-protection-than-vaccination/
[1] https://www.youtube.com/channel/UCSGtu74el4AjQN6nJcvcMbw
[1] https://www.heraldsun.com.au/remote/check_cookie.html?url=https%3a%2f%2fwww.heraldsun.com.au%2fnews%2fopinion%2frita-panahi%2frita-panahi-ivf-debacle-like-playground-ban-all-over-again%2fnews-story%2fa1eac98ff5d951c20e88004c5a43a651
[1] https://www.reuters.com/world/uk/uk-pm-johnson-drops-covid-19-restrictions-2022-01-19/
[1] https://www.theepochtimes.com/fourth-shot-of-covid-19-vaccine-cant-prevent-omicron-infection-israeli-study_4218577.html?utm_source=ai_recommender&utm_medium=a_bot_no_ad
[1] https://www.americaoutloud.com/sen-johnson-to-hold-panel-discussion-covid-19-a-second-opinion/

Top URLs in Tweet in G9:
[2] https://dailyexpose.uk/2022/01/23/dr-proves-covid-vaccines-caused-increase-in-miscarriage/
[2] https://www.theblaze.com/news/neil-young-rogan-spotify-covid
[2] https://www.dailymail.co.uk/news/article-10424661/amp/Novak-Djokovic-Russian-tennis-star-Andrey-Rublev-entered-Australia-Covid.html
[1] https://www.lesechos.fr/idees-debats/editos-analyses/covid-les-effets-secondaires-du-vaccin-vont-couter-cher-a-laustralie-1364543
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-vaccinal/covid-19-je-vois-atterrir-les-choses-plutot-vers-la-mi-mars-estime-jean-francois-delfraissy_4928939.html
[1] https://www.bmj.com/content/376/bmj.o102
[1] https://www.welt.de/politik/deutschland/plus236366631/Corona-Demos-Breite-der-Proteste-bis-in-kleinste-Ortschaften-hinein.html
[1] https://news.bloomberglaw.com/health-law-and-business/why-a-judge-ordered-fda-to-release-covid-19-vaccine-data-pronto
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/vaccination-contre-le-covid-19-l-accord-d-un-seul-parent-est-a-nouveau-suffisant-pour-vacciner-les-enfants-de-5-a-11-ans_4929277.html
[1] https://www.independent.co.uk/sport/olympics/antivax-covid-szilveszter-csollany-hungary-b2000002.html

Top URLs in Tweet in G10:
[3] https://uk.finance.yahoo.com/news/rishi-sunak-uk-government-treasury-writes-off-43bn-covid-payments-stolen-fraudsters-000107381.html
[1] https://actionnetwork.org/letters/letter-to-conservative-mps-from-non-bereaved-due-to-covid-19?source=direct_link&

Top Domains
Top Domains in Tweet in Entire Graph:
[336] twitter.com
[138] co.uk
[62] com.br
[45] theguardian.com
[43] reuters.com
[38] bit.ly
[25] sky.com
[22] nytimes.com
[22] lemonde.fr
[22] francetvinfo.fr

Top Domains in Tweet in G1:
[89] twitter.com
[22] co.uk
[17] com.br
[10] nytimes.com
[8] com.ar
[7] theguardian.com
[6] sky.com
[5] reuters.com
[4] instagram.com
[3] bbc.com

Top Domains in Tweet in G2:
[2] twitter.com
[2] news18.com
[1] theriseeast.com
[1] captajitvadakayil.in

Top Domains in Tweet in G3:
[8] vice.com
[4] twitter.com
[2] theatlantic.com
[2] vimeo.com
[1] qc.ca
[1] lapresse.ca
[1] ft.com

Top Domains in Tweet in G4:
[13] ft.com
[6] twitter.com
[3] theguardian.com
[1] ac.uk
[1] sky.com
[1] org.uk
[1] academie-medecine.fr
[1] youtube.com
[1] gov.uk
[1] hartgroup.org

Top Domains in Tweet in G5:
[14] sky.com
[7] trib.al
[3] twitter.com
[2] co.uk
[1] theguardian.com
[1] ft.com
[1] chop.edu
[1] threadreaderapp.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] sciencealert.com
[2] houstonchronicle.com
[1] nytimes.com
[1] pagesuite.com
[1] globalcitizen.org

Top Domains in Tweet in G7:
[9] bfmtv.com
[4] leparisien.fr
[2] anguillesousroche.com
[2] lecourrierdesstrateges.fr
[2] twitter.com
[1] rt.com
[1] lemonde.fr
[1] lematin.ch
[1] francetvinfo.fr

Top Domains in Tweet in G8:
[2] reuters.com
[2] wsj.com
[1] theguardian.com
[1] google.com
[1] twitter.com
[1] outkick.com
[1] youtube.com
[1] com.au
[1] theepochtimes.com
[1] americaoutloud.com

Top Domains in Tweet in G9:
[3] theblaze.com
[3] co.uk
[2] dailyexpose.uk
[2] francetvinfo.fr
[1] lesechos.fr
[1] bmj.com
[1] welt.de
[1] bloomberglaw.com
[1] lemonde.fr
[1] ctvnews.ca

Top Domains in Tweet in G10:
[3] yahoo.com
[1] actionnetwork.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[215] covid
[207] covid19
[97] covid_19
[57] pmqs
[39] stopofflineexams
[38] coronavirus
[33] 26ene
[29] stopofflineclasses
[27] omicron
[27] 20ene



Top Hashtags in Tweet in G1:
[40] covid
[31] covid19
[18] covid_19
[15] pmqs
[9] coronavirus
[4] news
[4] cdnpoli
[4] vaccine
[4] omicron
[4] noticias

Top Hashtags in Tweet in G2:
[30] stopofflineexams
[26] justiceforignoustudents
[24] stopofflineclasses
[19] studentslivesmatter
[14] postpone_uptet
[13] sbtebiharonlineexamlo
[13] scrap75percentforjee2022
[10] covid
[10] postponefirstmbbsproffexams
[9] onlineexam

Top Hashtags in Tweet in G3:
[3] covid19nsw
[2] urgencyofnormal
[2] covid19
[1] onted
[1] ontedrealitycheck
[1] onpoli
[1] auspol
[1] wapol
[1] lapresseplus

Top Hashtags in Tweet in G4:
[5] statisticallysignificant
[2] omicron
[2] longcovidkids
[2] covid19
[1] notmild
[1] notreassuring
[1] safeedforall
[1] makeschoolssafe
[1] bbcworld
[1] bbcnews

Top Hashtags in Tweet in G5:
[3] pmqs
[1] suegraybingo
[1] suegray
[1] torycorruption
[1] covid
[1] mainstream
[1] cnn
[1] abc
[1] cbs
[1] nbc

Top Hashtags in Tweet in G6:
[3] covid19
[2] educationcannotwait
[2] eeuuestadesesperado
[1] bidenworstpresidentever
[1] endthepandemic
[1] childrenoftigray
[1] covid

Top Hashtags in Tweet in G7:
[2] covid
[2] passevaccinaldelahonte
[1] touchezpasauxenfants
[1] pelloux
[1] nice
[1] castex19h

Top Hashtags in Tweet in G8:
[1] robertmalone

Top Hashtags in Tweet in G9:
[3] delfraissy
[2] yaelbraun
[1] pfizer
[1] bcpoli

Top Hashtags in Tweet in G10:
[16] pmqs
[4] backto60
[4] 50swomen
[3] covid19
[2] shameonkeirstarmer
[1] fullrestitution
[1] covid
[1] politicslive
[1] votelabourwaitlonger
[1] saveournhs

Top Words
Top Words in Tweet in Entire Graph:
[8791] covid
[2073] 19
[593] people
[465] more
[360] vaccine
[312] one
[292] cases
[291] hospital
[290] patients
[284] positive

Top Words in Tweet in G1:
[1011] covid
[279] 19
[48] eu
[48] people
[47] não
[40] #covid
[40] em
[38] more
[32] cases
[32] pra

Top Words in Tweet in G2:
[191] covid
[83] exam
[65] students
[51] 19
[43] offline
[42] please
[41] cases
[34] iitkgp
[34] many
[32] eduminofindia

Top Words in Tweet in G3:
[96] covid
[52] year
[50] old
[28] 11
[28] last
[28] died
[27] night
[25] tell
[25] siblings
[25] dad

Top Words in Tweet in G4:
[119] covid
[24] long
[20] chrischirp
[19] children
[18] restrictions
[17] scientists
[17] england
[14] health
[14] fastest
[13] kit_yates_maths

Top Words in Tweet in G5:
[77] covid
[21] people
[20] many
[19] skynews
[18] hospital
[17] tested
[17] positive
[16] omicron
[15] under
[14] 'sub

Top Words in Tweet in G6:
[36] covid
[16] potus
[15] 19
[12] one
[10] people
[10] joebiden
[9] year
[8] more
[8] vaccine
[8] tests

Top Words in Tweet in G7:
[74] covid
[26] f_philippot
[26] personnes
[22] victorsinclair3
[21] vaccin
[17] sont
[17] avoir
[15] 19
[15] être
[14] contre

Top Words in Tweet in G8:
[64] covid
[49] more
[39] vaccine
[21] mask
[19] against
[18] something
[18] cdc
[18] vprasadmdmph
[17] deeply
[17] broken

Top Words in Tweet in G9:
[54] covid
[29] disclosetv
[19] more
[18] protests
[17] never
[17] history
[17] germany
[17] widespread
[17] weeks
[17] same

Top Words in Tweet in G10:
[64] covid
[30] borisjohnson
[19] today
[17] live
[16] #pmqs
[15] boris
[13] keir_starmer
[13] hiding
[13] days
[12] deaths

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1990] covid,19
[222] contra,covid
[144] positive,covid
[110] covid,tests
[108] tested,positive
[104] covid,cases
[104] covid,restrictions
[98] long,covid
[96] covid,deaths
[83] boris,johnson

Top Word Pairs in Tweet in G1:
[267] covid,19
[19] contra,covid
[18] teste,covid
[14] positive,covid
[13] positivo,covid
[11] boris,johnson
[11] covid,cases
[11] tested,positive
[11] due,covid
[10] covid,test

Top Word Pairs in Tweet in G2:
[51] covid,19
[18] covid,cases
[18] #stopofflineexams,#stopofflineclasses
[15] offline,exam
[13] cases,increasing
[13] increasing,day
[13] covid,positive
[13] #stopofflineclasses,#studentslivesmatter
[12] online,exam
[12] iitkgp,eduminofindia

Top Word Pairs in Tweet in G3:
[50] year,old
[27] 11,year
[27] last,night
[25] tell,year
[25] old,11
[25] old,siblings
[25] siblings,dad
[25] dad,died
[25] died,last
[25] night,month

Top Word Pairs in Tweet in G4:
[21] long,covid
[13] scientists,health
[13] health,leaders
[13] leaders,warn
[13] warn,danger
[13] danger,england
[13] england,covid
[13] covid,restrictions
[13] restrictions,end
[12] chrischirp,scientists

Top Word Pairs in Tweet in G5:
[17] tested,positive
[17] positive,covid
[14] omicron,'sub
[14] 'sub,lineage'
[14] lineage',ba
[14] ba,designated
[14] designated,covid
[14] covid,variant
[14] variant,under
[14] under,investigation

Top Word Pairs in Tweet in G6:
[15] covid,19
[5] covid,vaccine
[5] free,covid
[5] one,year
[5] president,biden
[4] dear,potus
[4] potus,consider
[4] consider,firing
[4] firing,postmaster
[4] postmaster,louis

Top Word Pairs in Tweet in G7:
[15] covid,19
[12] athlète,sarah
[12] sarah,atcho
[12] atcho,souffre
[12] souffre,péricardite
[12] péricardite,journal
[12] journal,suisse
[12] suisse,matin
[12] matin,rapporte
[12] rapporte,ceci

Top Word Pairs in Tweet in G8:
[17] something,deeply
[17] deeply,broken
[17] broken,covid
[17] covid,policy
[17] policy,more
[17] more,vaccine
[17] vaccine,doses
[17] doses,arm
[17] arm,more
[17] more,layers

Top Word Pairs in Tweet in G9:
[17] never,history
[17] history,germany
[17] germany,more
[17] more,widespread
[17] widespread,protests
[17] protests,weeks
[17] weeks,same
[17] same,day
[16] disclosetv,never
[16] day,prote

Top Word Pairs in Tweet in G10:
[10] prime,minister
[9] accusing,pm
[9] learn,live
[8] disgusting,lie
[8] lie,keir_starmer
[8] keir_starmer,accusing
[8] pm,hiding
[8] hiding,away
[8] away,days
[8] days,knows

Top Replied-To
Top Replied-To in Entire Graph:
@damaresalves
@gate_academy
@motherboard
@randolfeap
@himantabiswa
@devisridhar
@sbernsteinmd
@phyxx
@kit_yates_maths
@bfmtv

Top Replied-To in G2:
@gate_academy
@himantabiswa
@aajtak
@incindia
@incuttarpradesh
@priyankagandhi
@myogiadityanath
@official_aimsa
@architguptajii
@pmoindia

Top Replied-To in G3:
@motherboard
@timmarchman
@ottawadaddy
@dolleyolley
@audreyjcarleton
@leahmcelrath
@dfisman
@timlonghurst

Top Replied-To in G4:
@devisridhar
@kit_yates_maths
@statsguyuk
@matthancock
@victimofmaths
@cmo_england
@talentedfergal
@hopeandscience
@danieljhannan
@alexgallagher2

Top Replied-To in G5:
@skynews
@wombleway
@bbcpolitics
@alexeiromanov13
@msnbc
@ailsagirvan
@allisonpearson
@bernierandall8
@larochecs

Top Replied-To in G6:
@potus
@joebiden
@justintrudeau
@joec91650246
@cnewsgovhk
@ustreasury
@silence_demort2
@ambrice46
@who

Top Replied-To in G7:
@bfmtv
@victorsinclair3
@100drine_juste
@oddolionel
@myriamimi2
@divizio1
@princesserikapr
@pamela_poupou

Top Replied-To in G8:
@jhowardbrainmd
@karol
@claytravis

Top Replied-To in G9:
@johnb_3rd
@disclosetv

Top Replied-To in G10:
@borisjohnson
@keir_starmer
@toryboypierce
@behonest65
@peterstefanovi2
@1vezzz
@the_rhf

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@odpfaye
@eduminofindia
@danielgoyal
@zubymusic
@borisjohnson
@clauwild1
@f_philippot
@disclosetv
@iitkgp

Top Mentioned in G1:
@anthefacts
@donaldducksit
@politic_talks
@tomoko_chiyo
@ingerhesthammer
@carolehers
@dominiquelunel
@blanketcrap
@lavendernred
@monjitphukan12

Top Mentioned in G2:
@eduminofindia
@iitkgp
@himantabiswa
@pmoindia
@narendramodi
@dpradhanbjp
@officialignou
@ignouvc
@ranojpeguassam
@aboyobbhuyan

Top Mentioned in G3:
@helmsinki
@thepedipals
@francoislegault
@motherboard
@sflecce
@cdube_sante
@lisa_iannattone
@bababooie42
@dfisman
@robyn_leggatt

Top Mentioned in G4:
@chrischirp
@kit_yates_maths
@jneill
@dgurdasani1
@sajidjavid
@danieljhannan
@nadhimzahawi
@independentsage
@devisridhar
@dhscgovuk

Top Mentioned in G5:
@skynews
@statsjamie
@cnn
@bbcpolitics
@samstreetwrites
@gmb
@bbcnews
@campbellclaret
@niall_boylan
@watsonsph

Top Mentioned in G6:
@potus
@joebiden
@peterhotez
@who
@mikepompeo
@dearauntcrabby
@presssec
@justintrudeau
@un
@nato

Top Mentioned in G7:
@f_philippot
@victorsinclair3
@krieger66362259
@bfmtv
@gkierzek
@anarchistele
@anonymecitoyen
@le_parisien
@divizio1
@ordre_medecins

Top Mentioned in G8:
@vprasadmdmph
@claytravis
@senronjohnson
@akheriaty
@bretweinstein
@ritapanahi
@p_mcculloughmd
@monicagandhi9
@pierrekory
@drjbhattacharya

Top Mentioned in G9:
@disclosetv
@yvespdb
@covid19crusher
@ozraeliavi
@dupontmarieest1
@joerogan
@lisamarieboothe
@theblaze
@scrowder
@corinnereverbel

Top Mentioned in G10:
@borisjohnson
@keir_starmer
@helen_spirit1
@bobjsweeney
@conservatives
@doctor_oxford
@jamesrobvincent
@janetbailes
@ohchrissavidge
@toryboypierce

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@ja8yum
@tomthunkitsmind
@animalsholbox
@el_cooperante
@mrdjones
@simanekomama
@rashidaldosari
@detikcom

Top Tweeters in G1:
@la_patilla
@mrdjones
@berkleybearnews
@afropages
@zyitegadgets
@elpoliticonews
@jenkers_ru
@latercera
@abscbnnews
@tvnnoticias

Top Tweeters in G2:
@ndtv
@aajtak
@abpnews
@zeenews
@bjp4india
@jagrannews
@ndtvindia
@prajwal_gowda1
@ddnewshindi
@incindia

Top Tweeters in G3:
@catalishus2
@kingsfoil2550
@leahmcelrath
@helmsinki
@korstraw
@bababooie42
@curnowbronwyn
@jdouglaslittle
@norargh1
@gandoflam

Top Tweeters in G4:
@spanishdan1
@rolynhome
@senseichanning
@libertygirlnova
@martinremains
@susannaamala5
@crednescodpeace
@mwarhurst
@alexgallagher2
@breezergalway

Top Tweeters in G5:
@ikateufel
@skynews
@bbcnews
@jrdm_rose
@cnn
@saffiya_khan1
@msnbc
@trdisoprtr
@cnnpolitics
@bbcscotlandnews

Top Tweeters in G6:
@houstonchron
@amarilis439
@nm_che56
@xhnews
@coopsgreenteam
@mamatealrose
@cgtnofficial
@davereaboi
@abraxasspa
@jojonyc45

Top Tweeters in G7:
@lunace2pama
@bfmtv
@breizh2008
@le_parisien
@tsipora777
@cykrilus
@rudebot666
@rubismug
@georges_resist
@alainagde

Top Tweeters in G8:
@ritapanahi
@ecsullie
@claytravis
@wendiethompson
@r_topiquin
@klehmann63
@karol
@lakabash
@bonestuff
@jjp2263

Top Tweeters in G9:
@yvespdb
@johndartois
@blueyes9445
@fartfromamerika
@ctvvancouver
@casex13
@theblaze
@oddwhims
@contriteship89
@stevedeaceshow

Top Tweeters in G10:
@hawkins_carole
@rabberoonies
@dallo100
@tessaoutlook
@ohchrissavidge
@skinmysunshine
@sw10etseq
@rolands13014285
@greekboy8
@grraarrgh


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