COVID, Twitter, 1/22/2022 9:36:40 AM, 270482


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COVID_2022-01-22_00-18-01.xlsx
COVID_2022-01-22_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2022
Short Description:
COVID via NodeXL https://bit.ly/3nNuIho
@chrischirp
@dgurdasani1
@independentsage
@narendramodi
@olivierruthen
@youtube
@helmsinki
@rickjon78125320
@pmoindia
@himantabiswa

Top hashtags:
#covid
#covid19
#covid_19
#20ene
#stopofflineexams
#omicron
#coronavirus

Description:
Description
The graph represents a network of 12,144 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, 22 January 2022 at 08:39 UTC.

The requested start date was Saturday, 22 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 Wednesday, 19 January 2022 at 12:19 UTC to Friday, 21 January 2022 at 12:20 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 : 12144
Unique Edges : 7089
Edges With Duplicates : 11466
Total Edges : 18555
Number of Edge Types : 5
Retweet : 5271
MentionsInRetweet : 6061
Tweet : 3830
Mentions : 2384
Replies to : 1009
Self-Loops : 3866
Reciprocated Vertex Pair Ratio : 0.00405523893029373
Reciprocated Edge Ratio : 0.00807772077284139
Connected Components : 4004
Single-Vertex Connected Components : 1072
Maximum Vertices in a Connected Component : 396
Maximum Edges in a Connected Component : 920
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.565788
Graph Density : 6.21233875586893E-05
Modularity : 0.581313
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,144 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, 22 January 2022 at 08:39 UTC.

The requested start date was Saturday, 22 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 Wednesday, 19 January 2022 at 12:19 UTC to Friday, 21 January 2022 at 12:20 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:
[29] 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
[19] https://news.sky.com/story/omicron-sub-lineage-ba2-designated-as-covid-variant-under-investigation-says-ukhsa-12521718
[19] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[18] 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
[15] https://www.ft.com/content/8d6bdc5d-1020-4322-98c5-1bc3f61d4b02
[9] https://www.mhlw.go.jp/content/000698300.pdf
[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
[7] https://www.theguardian.com/commentisfree/2022/jan/19/science-covid-ineradicable-disease-prevention

Top URLs in Tweet in G1:
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/
[3] https://news.sky.com/story/omicron-sub-lineage-ba2-designated-as-covid-variant-under-investigation-says-ukhsa-12521718
[2] http://ow.ly/ATqQ50HxPPb
[2] https://www.telediario.mx/salud/esperan-3-obtener-prueba-covid-leon
[2] https://www.covidtests.gov/
[2] https://www.theregister.com/2022/01/19/covid_working_culture_column/
[2] https://www.instagram.com/accounts/login/
[2] https://www.francetvinfo.fr/replay-radio/le-billet-vert/covid-19-76-des-effets-indesirables-des-vaccins-sont-lies-a-l-effet-nocebo-d-apres-des-chercheurs_4905773.html
[2] https://www.redbolivision.tv.bo/noticia/en-estos-lugares-no-se-exigira-el-carnet-de-vacunacion/
[2] https://www.zerohedge.com/covid-19/dr-peter-mccullough-official-covid-narrative-has-crumbled

Top URLs in Tweet in G2:
[7] https://www.mygov.in/covid-19
[2] https://twitter.com/Covid19Crusher/status/1451198052778217489?s=20
[2] https://www.livemint.com/news/india/covid-vaccination-young-youthful-india-is-showing-the-way-says-pm-modi-11642566045197.html
[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://odysee.com/@DrMobeenSyed:1/covid-preparation-now:4
[1] https://www.tribuneindia.com/news/nation/covid-deaths-in-third-wave-majorly-lower-than-second-due-to-high-vaccine-uptake-362953
[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
[1] https://twitter.com/GaganPratapMath/status/1484125654874734598

Top URLs in Tweet in G3:
[1] https://www.jagran.com/uttar-pradesh/lucknow-city-chief-secretary-instructions-to-all-district-magistrates-celebrate-republic-day-celebrations-with-covid-protocol-22394974.html
[1] https://www.ndtv.com/india-news/coronavirus-assam-coronavirus-assam-coronavirus-cases-assams-highest-1-day-covid-spike-is-worrying-its-largest-city-guwahati-2716161

Top URLs in Tweet in G4:
[2] https://rmcsport.bfmtv.com/football/comment-le-covid-peut-impacter-le-coeur-des-sportifs-sur-le-court-et-long-terme_AV-202201180181.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/tests-de-depistage-du-covid-19/covid-19-un-pharmacien-soupconne-d-avoir-detourne-18-millions-d-euros-en-facturant-de-faux-tests_4921561.html
[2] https://www.francetvinfo.fr/monde/afrique/algerie/covid-19-l-algerie-ferme-ses-ecoles-pour-dix-jours_4923585.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vrai-ou-fake-les-vaccines-ont-ils-plus-de-risque-d-etre-infectes-par-le-covid-19-que-les-non-vaccines-comme-l-affirme-un-proche-de-didier-raoult_4922161.html?s=09
[2] https://www.lci.fr/sante/covid-19-variant-omicron-vers-la-fin-de-la-pandemie-plusieurs-scientifiques-y-croient-2207533.html?utm_medium=Social&utm_source=Twitter&Echobox=1642527179#xtor=CS5-113
[2] https://www.youtube.com/watch?v=UFUL7bZBc0s&feature=youtu.be

[1] https://www.lematin.ch/story/sarah-atcho-souffre-dune-pericardite-117824598111
[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.youtube.com/watch?v=QEksM3NwaAM&feature=youtu.be

[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vrai-ou-fake-les-vaccines-ont-ils-plus-de-risque-d-etre-infectes-par-le-covid-19-que-les-non-vaccines-comme-l-affirme-un-proche-de-didier-raoult_4922161.html

Top URLs in Tweet in G5:
[6] https://www.bfmtv.com/sante/26-des-patients-covid-19-sont-hospitalises-pour-un-autre-motif-que-le-coronavirus_AN-202201210170.html
[1] https://www.bfmtv.com/sante/en-direct-conseil-de-defense-sanitaire-greve-a-l-ecole-suivez-l-actualite-de-l-epidemie-de-covid-19_LN-202201200048.html
[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.i24news.tv/fr/actu/israel/1642516691-israel-covid-19-le-ministre-des-finances-demande-l-annulation-du-passeport-vert
[1] https://twitter.com/edwyplenel/status/1483531522732965889
[1] https://twitter.com/BFMTV/status/1484095929351385088

Top URLs in Tweet in G6:
[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://www.ft.com/content/8d6bdc5d-1020-4322-98c5-1bc3f61d4b02
[1] https://twitter.com/nos/status/1484067743162900480

Top URLs in Tweet in G7:
[13] https://www.ft.com/content/8d6bdc5d-1020-4322-98c5-1bc3f61d4b02
[1] https://twitter.com/IndependentSage/status/1484457335397441537
[1] https://www.youtube.com/watch?v=w1BwK64GHjU&feature=youtu.be

[1] https://twitter.com/chrischirp/status/1484462134301970433
[1] https://twitter.com/jburnmurdoch/status/1484235548835336198
[1] https://www.gov.uk/government/publications/face-coverings-and-covid-19-statement-from-an-expert-panel/the-role-of-face-coverings-in-mitigating-the-transmission-of-sars-cov-2-virus-statement-from-the-respiratory-evidence-panel#fnref:1
[1] https://www.theguardian.com/commentisfree/2022/jan/20/covid-england-mask-boris-johnson-omicron
[1] https://www.youtube.com/watch?app=desktop&v=KUmcRCqT53A
[1] https://www.theguardian.com/commentisfree/2022/jan/19/science-covid-ineradicable-disease-prevention
[1] https://twitter.com/snowleopardess/status/1484123648378220546

Top URLs in Tweet in G8:
[3] https://www.wsj.com/articles/prior-covid-19-infection-offered-better-protection-than-vaccination-during-delta-wave-11642619009
[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.theguardian.com/commentisfree/2022/jan/19/science-covid-ineradicable-disease-prevention
[1] https://www.outkick.com/cdc-admits-natural-immunity-provides-better-protection-than-vaccination/
[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://twitter.com/Covid19Critical/status/1483499860498259973
[1] https://www.americaoutloud.com/sen-johnson-to-hold-panel-discussion-covid-19-a-second-opinion/
[1] https://covidmythbuster.substack.com/p/absurd-reasoning-to-kill-an-absurdly?r=4jnik&utm_campaign=post&utm_medium=web
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/prior-covid-infection-more-protective-than-vaccination-during-delta-surge-us-2022-01-19/

Top URLs in Tweet in G9:
[2] https://dailyexpose.uk/2022/01/20/ons-admits-just-6k-covid-deaths-since-feb-20/
[1] https://www.ons.gov.uk/aboutus/transparencyandgovernance/freedomofinformationfoi/covid19deathsandautopsiesfeb2020todec2021?fbclid=IwAR2_WvR9iuD_l_4KmvvYK3OeHvBebjLWr5eYTU2jP_XRKzOdPrz0Ishh10Q
[1] https://twitter.com/Reuters/status/1484380231267983361
[1] https://twitter.com/cdmullin/status/1471420065094545411
[1] https://www.dailymail.co.uk/news/article-10415373/Furious-MPs-told-calm-row-Government-modelling-Covid-pandemic.html
[1] https://www.telegraph.co.uk/news/2022/01/20/call-scrap-daily-covid-data-updates-amid-fears-increasingly/
[1] https://www.hartgroup.org/press-release/
[1] https://threadreaderapp.com/thread/1483835947968049152.html
[1] https://www.hartgroup.org/open-letter-to-the-mhra-regarding-child-death-data/
[1] https://twitter.com/gmb/status/1484073636617244673

Top URLs in Tweet in G10:
[5] https://www.youtube.com/watch?v=yccPK47pUbI&feature=youtu.be

[2] https://www.gbnews.uk/news/boris-johnson-plans-to-scrap-all-covid-laws-by-march-to-win-over-backbenchers/208140
[2] https://www.gbnews.uk/news/hong-kong-hamster-owners-say-kill-me-first-as-covid-cops-cull-2000-pets/209736
[2] https://www.theglobeandmail.com/world/article-hong-kong-warns-people-to-stop-trying-to-prevent-covid-19-hamster-cull/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.reuters.com/world/asia-pacific/hong-kong-warns-people-stop-trying-prevent-covid-hamster-cull-2022-01-21/?taid=61ea36ccf89f730001e5ce2c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.the-scientist.com/news-opinion/nocebo-effect-may-cause-majority-of-covid-19-vaccine-symptoms-69617
[1] https://www.gbnews.uk/news/meat-loaf-died-from-covid-after-speaking-out-about-vaccines/210443
[1] https://www.mailplus.co.uk/edition/health/medical-matters/146470/why-we-must-start-treating-covid-like-flu
[1] https://www.theguardian.com/world/2021/dec/18/uk-scientists-curbs-covid-infections-omicron-deaths-restrictions-sage
[1] https://s.nikkei.com/3fJzR5T

Top Domains
Top Domains in Tweet in Entire Graph:
[314] twitter.com
[113] co.uk
[64] com.br
[55] reuters.com
[51] theguardian.com
[45] bit.ly
[37] who.int
[26] globo.com
[26] youtube.com
[24] lemonde.fr

Top Domains in Tweet in G1:
[74] twitter.com
[21] com.br
[18] co.uk
[8] com.ar
[7] theguardian.com
[6] reuters.com
[6] gov.uk
[6] eldiario.com
[5] globo.com
[5] informazione.it

Top Domains in Tweet in G2:
[7] mygov.in
[6] twitter.com
[2] news18.com
[2] livemint.com
[1] captajitvadakayil.in
[1] odysee.com
[1] tribuneindia.com
[1] indiatimes.com

Top Domains in Tweet in G3:
[1] jagran.com
[1] ndtv.com

Top Domains in Tweet in G4:
[11] francetvinfo.fr
[6] youtube.com
[3] lci.fr
[2] lemonde.fr
[2] bfmtv.com
[2] twitter.com
[1] lematin.ch
[1] lesechos.fr
[1] co.uk
[1] timesofisrael.com

Top Domains in Tweet in G5:
[7] bfmtv.com
[2] twitter.com
[1] lemonde.fr
[1] i24news.tv

Top Domains in Tweet in G6:
[2] theatlantic.com
[2] vimeo.com
[1] ft.com
[1] twitter.com

Top Domains in Tweet in G7:
[13] ft.com
[4] twitter.com
[2] youtube.com
[2] theguardian.com
[1] gov.uk
[1] ac.uk

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

Top Domains in Tweet in G9:
[4] twitter.com
[4] co.uk
[2] dailyexpose.uk
[2] hartgroup.org
[1] gov.uk
[1] threadreaderapp.com

Top Domains in Tweet in G10:
[5] youtube.com
[5] gbnews.uk
[2] theglobeandmail.com
[2] reuters.com
[1] the-scientist.com
[1] co.uk
[1] theguardian.com
[1] nikkei.com
[1] twitter.com
[1] channelnewsasia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[241] covid
[216] covid19
[80] covid_19
[39] 20ene
[39] stopofflineexams
[34] omicron
[34] coronavirus
[29] stopofflineclasses
[26] postpone_cgl_mains2020
[25] studentslivesmatter



Top Hashtags in Tweet in G1:
[31] covid19
[28] covid
[15] covid_19
[10] pmqs
[10] coronavirus
[6] omicron
[5] pandemia
[4] news
[3] china
[3] corona

Top Hashtags in Tweet in G2:
[16] postpone_uptet
[11] postpone_cgl_mains2020
[10] sbtebiharonlineexamlo
[9] indiafightscorona
[8] postpone_uptet_exam
[6] covid19
[6] uptet
[5] unite2fightcorona
[5] ibps_po_postpone
[5] covid

Top Hashtags in Tweet in G3:
[30] stopofflineexams
[24] stopofflineclasses
[20] studentslivesmatter
[13] scrap75percentforjee2022
[10] postponefirstmbbsproffexams
[9] covid
[8] ssuhshearourvoice
[7] onlineexam
[6] postponegate2022
[5] studentslivesmatters

Top Hashtags in Tweet in G4:
[13] afp
[4] covid
[3] covid19
[2] djokovic
[1] nice
[1] castex19h
[1] cnews
[1] lci
[1] bfm
[1] antipasssanitaire

Top Hashtags in Tweet in G5:
[13] covid
[10] angleterre
[3] macron
[3] attal
[2] lrem
[2] passevaccinaldelahonte
[2] blanquer
[1] macronmenteur
[1] macron2022
[1] passevaccinal

Top Hashtags in Tweet in G6:
[3] covid19nsw
[2] covid19
[2] onted
[1] auspol
[1] wapol
[1] ontedrealitycheck
[1] onpoli

Top Hashtags in Tweet in G7:
[1] bbcworld
[1] bbcnews
[1] vaccineequity
[1] globalcovideffort
[1] cutdowntransmission
[1] katiepersinger
[1] omicron
[1] longcovidwork
[1] nhs
[1] covid19

Top Hashtags in Tweet in G8:
[1] robertmalone

Top Hashtags in Tweet in G9:
[6] covid19
[6] statisticallysignificant
[5] novaccinemandates
[4] adele
[2] england
[2] covid
[1] uk
[1] wales
[1] openforall

Top Words
Top Words in Tweet in Entire Graph:
[8694] covid
[1991] 19
[629] people
[431] more
[345] vaccine
[337] cases
[330] one
[302] tests
[286] free
[283] restrictions

Top Words in Tweet in G1:
[1024] covid
[296] 19
[47] people
[45] eu
[44] more
[41] não
[39] cases
[36] pra
[35] em
[34] casos

Top Words in Tweet in G2:
[137] covid
[54] क
[44] म
[38] र
[34] ह
[34] students
[29] pmoindia
[28] 19
[28] narendramodi
[27] स

Top Words in Tweet in G3:
[146] covid
[56] cases
[55] students
[51] day
[44] offline
[44] exam
[41] 19
[39] assam
[38] himantabiswa
[37] increasing

Top Words in Tweet in G4:
[68] covid
[22] 19
[19] f_philippot
[19] restrictions
[17] avoir
[16] castex
[14] dit
[13] suisse
[13] ce
[13] annoncer

Top Words in Tweet in G5:
[70] covid
[24] sont
[23] victorsinclair3
[22] 19
[21] demande
[20] contre
[19] être
[19] faut
[18] faire
[17] vacciné

Top Words in Tweet in G6:
[71] covid
[50] year
[50] old
[28] died
[27] last
[27] night
[25] tell
[25] 11
[25] siblings
[25] dad

Top Words in Tweet in G7:
[75] covid
[23] long
[19] kids
[19] chrischirp
[18] restrictions
[15] devisridhar
[13] one
[13] scientists
[13] health
[13] leaders

Top Words in Tweet in G8:
[60] covid
[47] more
[37] vaccine
[24] cdc
[22] claytravis
[21] infection
[21] mask
[19] against
[19] vprasadmdmph
[17] something

Top Words in Tweet in G9:
[63] covid
[17] restrictions
[13] people
[10] sajidjavid
[10] berniespofforth
[10] government
[9] good
[9] essexpr
[9] against
[8] adele

Top Words in Tweet in G10:
[42] covid
[12] gbnews
[12] hong
[12] kong
[10] 19
[10] people
[10] average
[9] hamster
[8] plan
[8] restrictions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1875] covid,19
[214] covid,tests
[213] contra,covid
[150] free,covid
[144] covid,cases
[132] covid,restrictions
[119] positive,covid
[110] tested,positive
[101] long,covid
[92] boris,johnson

Top Word Pairs in Tweet in G1:
[284] covid,19
[20] contra,covid
[17] casos,covid
[14] teste,covid
[12] positive,covid
[11] long,covid
[10] covid,cases
[10] covid,test
[9] tested,positive
[8] pra,covid

Top Word Pairs in Tweet in G2:
[28] covid,19
[19] mauritius,one
[19] one,first
[19] first,countries
[19] countries,send
[19] send,covid
[19] covid,vaccines
[17] covid,positive
[13] रह,ह
[12] under,vaccine

Top Word Pairs in Tweet in G3:
[41] covid,19
[38] covid,cases
[21] day,day
[19] increasing,day
[18] cases,increasing
[18] #stopofflineexams,#stopofflineclasses
[16] offline,exam
[13] #stopofflineclasses,#studentslivesmatter
[12] jee,2022
[11] postpone,gate

Top Word Pairs in Tweet in G4:
[13] annoncer,calendrier
[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 G5:
[22] covid,19
[17] contre,covid
[16] japon,être
[16] être,vacciné
[16] vacciné,contre
[16] covid,faut
[16] faut,faire
[16] faire,demande
[16] demande,signer
[16] signer,obligatoirement

Top Word Pairs in Tweet in G6:
[50] year,old
[27] last,night
[25] tell,year
[25] old,11
[25] 11,year
[25] old,siblings
[25] siblings,dad
[25] dad,died
[25] died,last
[25] night,month

Top Word Pairs in Tweet in G7:
[23] 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] dom_perrottet,nswcho

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:
[10] covid,restrictions
[6] uk,office
[6] office,national
[6] national,statistics
[6] statistics,ons
[6] ons,admitted
[6] admitted,#statisticallysignificant
[6] #statisticallysignificant,increase
[6] increase,deaths
[6] deaths,males

Top Word Pairs in Tweet in G10:
[12] hong,kong
[10] covid,19
[8] plan,covid
[6] hamster,cull
[5] podcast,discussing
[5] discussing,tory
[5] tory,mp
[5] mp,christian
[5] christian,wakeford's
[5] wakeford's,defection

Top Replied-To
Top Replied-To in Entire Graph:
@damaresalves
@devisridhar
@motherboard
@himantabiswa
@divizio1
@skynews
@aajtak
@yuri_hsi
@berniespofforth
@napalm51

Top Replied-To in G2:
@aajtak
@incuttarpradesh
@architguptajii
@priyankagandhi
@myogiadityanath
@official_aimsa
@pmoindia
@mohfw_india
@studyforcivils
@nsui

Top Replied-To in G3:
@himantabiswa
@sambitswaraj
@myogiadityanath
@gate_academy

Top Replied-To in G4:
@lci
@oddolionel
@myriamimi2
@jomroniger
@princesserikapr
@saint_frusquin
@bertran55145036
@franceinfo
@drkronbernard
@antiprocovidbx

Top Replied-To in G5:
@divizio1
@bfmtv
@carterj37919661
@pamela_poupou
@baltazar_von
@fabricesimonet

Top Replied-To in G6:
@leahmcelrath
@socialistdogmom
@timlonghurst

Top Replied-To in G7:
@devisridhar
@dom_perrottet
@euan205
@fx1teach
@chrischirp
@njbbari3
@reicherstephen
@wellingtonkoo
@allysonpollock
@independentsage

Top Replied-To in G8:
@claytravis

Top Replied-To in G9:
@berniespofforth
@ipoof
@allisonpearson
@rightsforresid2
@keir_starmer

Top Replied-To in G10:
@gbnews
@dxmmzyy
@thereclaimparty
@fox_claire
@profkarolsikora
@ezekiels_tomb
@jayne_kniphofia
@monkemma
@bradley_mc87
@onporter

Top Mentioned
Top Mentioned in Entire Graph:
@zubymusic
@manuelrico
@clauwild1
@himantabiswa
@pmoindia
@narendramodi
@disclosetv
@borisjohnson
@helmsinki
@sukunabikona7

Top Mentioned in G1:
@anthefacts
@jewishpress
@excel_adicto
@baldwinre
@fattidinapoli
@saracurumilla
@catamarcaya
@article19ma
@politic_talks
@tomoko_chiyo

Top Mentioned in G2:
@pmoindia
@narendramodi
@myogiadityanath
@cmofficeup
@mohfw_india
@mygovindia
@upgovt
@mansukhmandviya
@abpnews
@yadavakhilesh

Top Mentioned in G3:
@himantabiswa
@eduminofindia
@iitkgp
@aboyobbhuyan
@ranojpeguassam
@keshab_mahanta
@iamsaurav_1
@dpradhanbjp
@aktabtahmid
@dy365

Top Mentioned in G4:
@f_philippot
@afpfr
@franceinfo
@zemmoureric
@youtube
@echabriere
@pierre_gtil
@andrebercoff
@hope56568200
@raoult_didier

Top Mentioned in G5:
@victorsinclair3
@bfmtv
@dupontaignan
@gkierzek
@carterj37919661
@divizio1
@children044
@ordre_medecins
@isabellenuel
@gilleswell

Top Mentioned in G6:
@helmsinki
@thepedipals
@occupydemocrats
@sflecce
@bababooie42
@robyn_leggatt
@uncvrngthetruth
@barriecassidy
@emma_husar
@rettopnoj

Top Mentioned in G7:
@chrischirp
@nswcho
@njbbari3
@dom_perrottet
@dgurdasani1
@devisridhar
@independentsage
@zubhaque
@reicherstephen
@briefcasemike

Top Mentioned in G8:
@claytravis
@vprasadmdmph
@akheriaty
@bretweinstein
@drjbhattacharya
@pierrekory
@migueldiazok1
@martinkulldorff
@ritapanahi
@abirballan

Top Mentioned in G9:
@sajidjavid
@essexpr
@berniespofforth
@bigbrotherwatch
@laworfiction
@gmb
@dontbrexitfixit
@nhs100k
@dhscgovuk
@allisonpearson

Top Mentioned in G10:
@gbnews
@sonia_elijah
@drcharlesl
@thefreds
@pjhlaw
@danwootton
@sikhfortruth
@fox_claire
@garysidley
@deborahj77

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@ja8yum
@tomthunkitsmind
@animalsholbox
@simanekomama
@americanair
@detikcom
@berkleybearnews
@odio_nao

Top Tweeters in G1:
@la_patilla
@berkleybearnews
@yoshiki7111
@zyitegadgets
@elpoliticonews
@bisniscom
@abscbnnews
@diario24horas
@chronlaw
@timesnow

Top Tweeters in G2:
@aajtak
@indigo6e
@raisinaseries
@abpnews
@thetribunechd
@pib_india
@bjp4india
@ddnewslive
@ndtvindia
@prajwal_gowda1

Top Tweeters in G3:
@jagrannews
@harshbisaria
@sambitswaraj
@dpradhanbjp
@newsliveghy
@guwahatiplus
@raajthakor73
@benhar407
@dy365
@hannanahmed_

Top Tweeters in G4:
@yvespdb
@afpfr
@tsipora777
@franceinfo
@til1988
@pfaliph
@pascalcostanti1
@nanou75bis
@franky_974
@sangbleublanc

Top Tweeters in G5:
@bfmtv
@breizh2008
@sims_templar
@dufailly1
@cykrilus
@jeanndanielle
@rudebot666
@rubismug
@bainvelcorinne
@volkoffvitch

Top Tweeters in G6:
@catalishus2
@kingsfoil2550
@leahmcelrath
@brandilynn4ever
@helmsinki
@korstraw
@bababooie42
@curnowbronwyn
@norargh1
@gandoflam

Top Tweeters in G7:
@spanishdan1
@kerryannsmith1
@rolynhome
@senseichanning
@martinremains
@crednescodpeace
@snowleopardess
@joelucking66
@markdsimmons
@guardianopinion

Top Tweeters in G8:
@ritapanahi
@claytravis
@wendiethompson
@r_topiquin
@klehmann63
@neutrino_p
@alfonsaagricola
@bonestuff
@jjp2263
@alicat2329

Top Tweeters in G9:
@sallymos
@beddoeroger
@johnwest_jaws
@libertygirlnova
@kurlykrissy
@madywaterer
@wairarapajane
@essexpr
@a_liberty_rebel
@dontbrexitfixit

Top Tweeters in G10:
@channelnewsasia
@globeandmail
@gilljames54
@reutersasia
@fox_claire
@nikkeiasia
@welsh_scarlet
@danwootton
@fatemperor
@iainmulady