COVID, Twitter, 6/13/2022 11:07:49 AM, 278221


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COVID_2022-06-13_01-30-01.xlsx
COVID_2022-06-13_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2022
Short Description:
COVID via NodeXL https://bit.ly/3tUK0Ev
@ehworld1
@picardonhealth
@bigbeewithitch
@cpho_canada
@justintrudeau
@lauren_southern
@sajidjavid
@drzoehyde
@nytimes
@davidanber

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#health
#pfizer
#cdnpoli
#covidisnotover

Description:
Description
The graph represents a network of 11,160 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, 13 June 2022 at 08:42 UTC.

The requested start date was Monday, 13 June 2022 at 00:01 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, 3-minute period from Thursday, 09 June 2022 at 12:15 UTC to Sunday, 12 June 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 : 11160
Unique Edges : 6397
Edges With Duplicates : 11249
Total Edges : 17646
Number of Edge Types : 5
Retweet : 5101
MentionsInRetweet : 5948
Replies to : 1350
Tweet : 2872
Mentions : 2375
Self-Loops : 2902
Reciprocated Vertex Pair Ratio : 0.00426043259777147
Reciprocated Edge Ratio : 0.00848471663222017
Connected Components : 3062
Single-Vertex Connected Components : 975
Maximum Vertices in a Connected Component : 2629
Maximum Edges in a Connected Component : 5769
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 12.916256
Graph Density : 7.38189371550553E-05
Modularity : 0.583016
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,160 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, 13 June 2022 at 08:42 UTC.

The requested start date was Monday, 13 June 2022 at 00:01 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, 3-minute period from Thursday, 09 June 2022 at 12:15 UTC to Sunday, 12 June 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:
[55] https://news.sky.com/story/covid-19-infections-increase-in-uk-for-the-first-time-in-two-months-12631373
[40] https://publichealth.jhu.edu/2022/covid-and-the-heart-it-spares-no-one
[23] https://www.zerohedge.com/medical/studies-highlight-potential-long-term-impacts-covid-19-pandemic-teens
[18] https://www.hilltimes.com/2022/06/09/massive-majority-of-liberal-caucus-wants-trudeau-to-drop-federal-covid-mandates-say-liberal-mps/366667
[18] https://www.ladepeche.fr/2022/06/08/covid-19-que-va-changer-le-nouveau-texte-de-loi-presente-en-conseil-des-ministres-le-22-juin-prochain-10346408.php
[16] https://www.publicsenat.fr/article/parlementaire/effets-secondaires-des-vaccins-contre-la-covid-les-parlementaires-regrettent?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1654855006
[14] https://www.dailymail.co.uk/news/article-10906969/Woman-38-died-complications-AstraZeneca-Covid-jab-coroner-rules.html
[12] https://www.reuters.com/world/china/beijings-bar-linked-covid-outbreak-is-ferocious-official-says-2022-06-12/?taid=62a5d8cbb64e860001a9b397&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062939/
[12] https://www.reuters.com/world/china/china-reports-275-new-covid-cases-june-11-vs-210-day-earlier-2022-06-12/?taid=62a5d672b64e860001a9b388&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[18] https://news.sky.com/story/covid-19-infections-increase-in-uk-for-the-first-time-in-two-months-12631373
[10] https://transfer-2.com/p/XCH6/0CBt/wRRH
[4] https://reiwa-shinsengumi.com/covid-19-policy202008/
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062939/
[4] https://publichealth.jhu.edu/2022/covid-and-the-heart-it-spares-no-one
[4] https://transfer-2.com/blockedvisit
[3] https://www.nytimes.com/2022/06/09/briefing/covid-race-deaths-america.html
[3] https://www.nytimes.com/2022/06/10/us/politics/us-testing-travel-mandate-covid.html?campaign_id=24&emc=edit_tl_20220611&instance_id=63748&nl=travel-dispatch®i_id=57045497&segment_id=94880&smid=url-share&te=1&user_id=9c8585e4180957a441f2a2c152cfa77b&fs=e&s=cl
[3] https://journals.lww.com/jpgn/Abstract/9900/Long_COVID_19_Liver_Manifestation_in_Children.84.aspx
[3] https://www.diariocontraste.com/2022/06/los-casos-de-covid-19-en-italia-aumentan-un-287-en-la-ultima-semana/

Top URLs in Tweet in G2:
[17] https://www.ladepeche.fr/2022/06/08/covid-19-que-va-changer-le-nouveau-texte-de-loi-presente-en-conseil-des-ministres-le-22-juin-prochain-10346408.php
[3] https://www.anguillesousroche.com/videos/bill-gates-previent-que-lhumanite-a-eu-de-la-chance-avec-le-covid-un-virus-qui-mettra-fin-a-la-societe-est-a-lhorizon/
[2] https://www.public.fr/News/Covid-19-ces-femmes-qui-doivent-subir-une-ablation-de-l-uterus-apres-avoir-ete-vaccinee-1704615
[2] https://www.naturalnews.com/2022-06-09-australia-fully-vaccinated-covid-deaths-spiking.html
[2] https://www.youtube.com/watch?app=desktop&v=f-jWyhxTP3s
[2] https://www.publicsenat.fr/article/parlementaire/effets-secondaires-des-vaccins-contre-la-covid-les-parlementaires-regrettent?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1654855006
[2] https://www2.assemblee-nationale.fr/15/les-delegations-comite-et-office-parlementaire/office-parlementaire-d-evaluation-des-choix-scientifiques-et-technologiques/secretariat/a-la-une/rapport-sur-les-effets-indesirables-des-vaccins-contre-la-covid-19-et-le-systeme-de-pharmacovigilance-francais
[2] https://pgibertie.com/2022/06/08/exclusif-de-nouvelles-publications-dans-le-lancet-prouvent-que-les-vaccins-arn-tuent-plus-par-les-cardiopathies-quils-ne-protegent-contre-la-covid/
[2] https://www.youtube.com/watch?v=7wrLs7rrOLQ&feature=youtu.be

[2] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19/dp/2368452915

Top URLs in Tweet in G3:
[4] https://www.canada.ca/index.html
[3] https://nationalpost.com/news/politics/seventh-covid-wave-possible-this-fall-tam-tells-mps-the-pandemic-is-not-over
[3] https://nationalpost.com/news/politics/seventh-covid-wave-possible-this-fall-tam-tells-mps-the-pandemic-is-not-over?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1654733754
[2] https://torontosun.com/opinion/columnists/furey-be-on-guard-for-attempts-to-bring-back-covid-rules-this-fall?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1654984374
[2] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html
[2] https://townhall.com/tipsheet/scottmorefield/2022/06/05/new-study-mask-mandates-associated-with-increased-covid-death-rate-n2608241
[1] https://tnc.news/2022/06/09/theresa/
[1] https://tnc.news/2022/06/11/no-specific-numbers-to-support-mandates-phac/
[1] https://ottawacitizen.com/news/local-news/a-tsunami-of-long-covid-cases-is-about-to-hit-and-some-say-the-health-care-system-isnt-ready
[1] https://www.cbc.ca/news/canada/calgary/alberta-pandemic-omicron-deadliest-year-1.6481840

Top URLs in Tweet in G4:
[1] https://www.conservativewoman.co.uk/covid-passes-and-coercion-are-here-to-stay/
[1] https://www.medrxiv.org/content/10.1101/2022.05.16.22274439v1

Top URLs in Tweet in G5:
[2] https://www.aninews.in/news/national/general-news/sonia-gandhi-admitted-to-delhis-ganga-ram-hospital-due-to-covid-related-issues20220612151147/
[2] https://indianexpress.com/article/india/cant-rule-out-possibility-of-more-mini-covid-waves-says-who-chief-scientist-7961505/
[1] https://economictimes.indiatimes.com/news/economy/finance/indias-economy-recovered-strongly-despite-3-covid-waves-says-us-treasury-report/articleshow/92139237.cms?from=mdr
[1] https://newindian.in/sonia-gandhi-in-delhi-hospital-due-to-covid-issues-condition-stable/

Top URLs in Tweet in G6:
[4] https://www.thetimes.co.uk/article/brexit-and-covid-leave-uk-trailing-behind-rivals-qshrwl0sv
[2] https://www.theguardian.com/politics/2022/jun/11/boris-johnson-stands-make-millions-after-no-10
[1] https://www.theguardian.com/society/2022/jun/10/4bn-of-nhs-covid-ppe-to-be-burned-as-it-is-unusable-says-committee-report?CMP=share_btn_tw
[1] https://www.theguardian.com/society/2022/jun/10/4bn-of-nhs-covid-ppe-to-be-burned-as-it-is-unusable-says-committee-report
[1] https://twitter.com/danielgoyal/status/1535917535207514118
[1] https://twitter.com/acweyand/status/1535060704629235717
[1] https://twitter.com/CMO_England/status/1534927473011564548

Top URLs in Tweet in G7:
[2] https://www.nytimes.com/2022/06/09/briefing/covid-race-deaths-america.html
[2] https://www.popsci.com/science/moderna-vaccine-booster-omicron-variant/
[2] https://www.youtube.com/watch?v=szyHCvtsJ_c&feature=youtu.be

[2] https://www.nytimes.com/interactive/2022/02/26/science/covid-virus-wuhan-origins.html
[2] https://www.cbc.ca/news/canada/new-brunswick/nb-death-rate-high-1.6483838?__vfz=medium%3Dsharebar
[2] https://catalannews.com:443/covid-19/item/coronavirus-in-catalonia-daily-figures-explained-in-graphs
[1] https://twitter.com/FourWinns298/status/1535936861037789185
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7123e2.htm?s_cid=mm7123e2_w&fbclid=IwAR180_mNirfbbpasy1ndJwTTC16ExM1vfkr_aRcQ-lQSSJYj4X3OVmh6S7o
[1] https://covid19resources.ca/data-discussions/
[1] https://trib.al/6vh4xgt

Top URLs in Tweet in G8:
[2] https://www.tes.com/magazine/news/general/nadhim-zahawi-orders-long-covid-schools
[1] https://twitter.com/MarcusJBall/status/1533804069994766336
[1] https://www.independent.co.uk/news/health/hospital-covid-masks-uk-b2098500.html
[1] https://www.dailymail.co.uk/news/article-10906969/Woman-38-died-complications-AstraZeneca-Covid-jab-coroner-rules.html
[1] https://www.rebelnews.com/fda_positions_to_authorize_covid_jabs_for_6-month-olds
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[1] https://www.gov.uk/government/speeches/health-and-social-care-secretary-sajid-javid-hsj-digital-transformation-summit-speech
[1] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1
[1] https://twitter.com/gbnews/status/1534997932616863750
[1] https://dailysceptic.org/2022/06/09/whats-behind-the-5000-non-covid-excess-deaths-in-the-last-five-weeks/

Top URLs in Tweet in G9:
[3] https://ottawacitizen.com/news/local-news/a-tsunami-of-long-covid-cases-is-about-to-hit-and-some-say-the-health-care-system-isnt-ready?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1654947244
[2] https://academic.oup.com/rheumatology/article/60/SI/SI90/6225015
[2] https://dailysceptic.org/2022/05/07/vaccinated-hospitalised-for-non-covid-reasons-at-five-times-the-rate-of-the-unvaccinated-u-k-government-data-show/
[2] https://www.msn.com/en-au/travel/news/aussies-will-no-longer-need-to-provide-a-negative-covid-19-test-to-enter-the-united-states/ar-AAYkHKQ?ocid=msedgntp&cvid=4abcd2fdb39549c3f98e2d8a02d0d051
[2] https://abcnews.go.com/Health/wireStory/virus-testing-normal-china-sticks-covid-85279143
[2] https://www.abc.net.au/news/2022-06-10/pandemic-origin-obscured-by-lack-of-chinese-data-says-who-panel/101141182
[2] https://www.cbc.ca/news/health/who-covid-pandemic-china-data-1.6483210
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=995c581a-e7ee-11ec-82aa-517575667757&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wNi0wNy9uLXktbXRhLWxpZnRpbmctY292aWQtdGVzdGluZy1ydWxlLWZvci11bnZhY2NpbmF0ZWQtd29ya2Vycw==
[1] https://ottawacitizen.com/news/politics/seventh-covid-wave-possible-this-fall-tam-tells-mps-the-pandemic-is-not-over/wcm/d0617a98-56bd-4238-b7f0-5f04e5a7e7d8?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1654774471
[1] https://dailysceptic.org/2022/06/10/funding-of-promising-research-into-covid-19-treatment-withdrawn-without-explanation/

Top Domains
Top Domains in Tweet in Entire Graph:
[301] twitter.com
[89] co.uk
[58] sky.com
[45] com.br
[42] reuters.com
[40] jhu.edu
[37] theguardian.com
[35] zerohedge.com
[30] youtube.com
[29] nytimes.com

Top Domains in Tweet in G1:
[81] twitter.com
[28] com.br
[20] co.uk
[20] sky.com
[20] transfer-2.com
[12] nytimes.com
[8] theguardian.com
[6] nih.gov
[5] cnn.com
[4] youtube.com

Top Domains in Tweet in G2:
[17] ladepeche.fr
[5] youtube.com
[4] twitter.com
[3] assemblee-nationale.fr
[3] naturalnews.com
[3] anguillesousroche.com
[2] aimsib.org
[2] translate.goog
[2] public.fr
[2] bmj.com

Top Domains in Tweet in G3:
[7] canada.ca
[6] nationalpost.com
[3] twitter.com
[2] tnc.news
[2] torontosun.com
[2] townhall.com
[1] ottawacitizen.com
[1] cbc.ca
[1] blacklocks.ca
[1] hilltimes.com

Top Domains in Tweet in G4:
[1] co.uk
[1] medrxiv.org

Top Domains in Tweet in G5:
[2] aninews.in
[2] indianexpress.com
[1] indiatimes.com
[1] newindian.in

Top Domains in Tweet in G6:
[4] theguardian.com
[4] co.uk
[3] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] nytimes.com
[2] popsci.com
[2] youtube.com
[2] cbc.ca
[2] catalannews.com
[1] cdc.gov
[1] covid19resources.ca
[1] trib.al
[1] nyti.ms

Top Domains in Tweet in G8:
[6] co.uk
[4] twitter.com
[2] tes.com
[1] rebelnews.com
[1] nhs.uk
[1] gov.uk
[1] youtube.com
[1] dailysceptic.org
[1] ampproject.org
[1] archive.org

Top Domains in Tweet in G9:
[7] dailysceptic.org
[4] ottawacitizen.com
[3] twitter.com
[3] cbc.ca
[2] brownstone.org
[2] oup.com
[2] gov.uk
[2] msn.com
[2] go.com
[2] apnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[242] covid
[149] covid19
[71] longcovid
[43] covid_19
[31] health
[25] pfizer
[23] cdnpoli
[21] covidisnotover
[21] شکریہ_عمران_خان
[20] vaccinedeaths



Top Hashtags in Tweet in G1:
[54] covid
[20] health
[19] covid19
[16] poland
[16] beauty
[16] supplements
[16] diets
[16] cosmetics
[16] medicine
[14] police

Top Hashtags in Tweet in G2:
[20] covid
[13] delfraissy
[11] oms
[10] mauricette
[4] pfizer
[3] sudradio
[2] globalgoalunite
[2] maximebeltra
[2] vaccines
[2] creutzfeldtjakob

Top Hashtags in Tweet in G3:
[9] covid19
[3] cdnpoli
[3] longcovid
[3] cdnhealth
[2] coronavirus
[2] endthemandates
[1] cndpoli
[1] abpoli

Top Hashtags in Tweet in G5:
[18] covid
[9] pmoindia
[9] dopt
[5] delhi
[2] demonetisation
[2] telangana
[2] congress
[2] soniagandhi
[2] cha_नर्सेज_आंदोलन_जयपुरday70
[1] kcr

Top Hashtags in Tweet in G6:
[10] monkeypox
[4] covid19
[4] covid
[2] covidisnotover
[2] china
[2] lockdown
[2] vaccines
[2] wef
[1] platinumjubilee

Top Hashtags in Tweet in G7:
[2] covid19
[1] originofcovid
[1] epitwitter
[1] misinformation
[1] covid

Top Hashtags in Tweet in G8:
[5] nhs
[4] covid19
[3] covid
[2] pmqs
[2] longcovid
[2] worldsmostdeadly
[2] coronavirus
[2] brexit
[1] partygate
[1] deathgate

Top Hashtags in Tweet in G9:
[4] hcn
[1] hagnews2
[1] aoxi_kuaixun
[1] himalayaustralia
[1] gettr
[1] ivermectin
[1] fda
[1] flccc
[1] suing
[1] defundcbc

Top Hashtags in Tweet in G10:
[20] noolvidamos

Top Words
Top Words in Tweet in Entire Graph:
[7493] covid
[1589] 19
[641] people
[394] long
[388] more
[328] one
[314] hospital
[294] health
[287] vaccine
[266] wasn

Top Words in Tweet in G1:
[938] covid
[239] 19
[54] #covid
[44] people
[40] time
[37] eu
[36] more
[36] first
[35] casos
[34] two

Top Words in Tweet in G2:
[202] covid
[44] par
[40] divizio1
[39] médecins
[37] vaccins
[32] ont
[31] 19
[31] être
[31] sont
[27] rien

Top Words in Tweet in G3:
[118] covid
[32] canada
[31] davidanber
[27] justintrudeau
[23] restrictions
[22] numbers
[22] still
[21] country
[20] being
[19] okay

Top Words in Tweet in G4:
[248] wasn
[128] didn
[126] isn
[124] jan
[124] insurrection
[124] trump
[124] collude
[124] russia
[124] kavanaugh
[124] gang

Top Words in Tweet in G5:
[80] क
[77] hospital
[74] covid
[71] म
[71] द
[70] sonia
[70] gandhi
[69] त
[65] admitted
[62] president

Top Words in Tweet in G6:
[107] covid
[54] kit_yates_maths
[45] nhs
[35] long
[29] government
[26] pandemic
[25] work
[24] face
[24] another
[24] wave

Top Words in Tweet in G7:
[119] covid
[75] nytimes
[30] back
[29] dleonhardt
[26] piece
[22] morning
[22] black
[21] jasonsalemi
[21] story
[20] goodness

Top Words in Tweet in G8:
[84] covid
[30] sajidjavid
[19] people
[16] excess
[16] deaths
[16] 000
[15] investigation
[15] behind
[15] vaccine
[14] beverleyturner

Top Words in Tweet in G9:
[106] covid
[23] people
[21] vaccination
[21] miles
[21] guo
[19] toadmeister
[17] 19
[17] organization
[17] 2022
[15] kff

Top Words in Tweet in G10:
[167] hoy
[167] días
[153] manuelrico
[118] hospital
[116] ayuso
[112] residentes
[110] gobierno
[107] aprobó
[107] protocolo
[107] impedía

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1551] covid,19
[249] long,covid
[164] trump,didn
[148] manuelrico,hoy
[129] mon,fils
[127] jan,wasn
[127] wasn,insurrection
[127] insurrection,trump
[127] didn,collude
[127] collude,russia

Top Word Pairs in Tweet in G1:
[233] covid,19
[20] first,time
[20] click,buy
[19] long,covid
[18] time,two
[18] two,months
[16] buy,#health
[16] #health,#beauty
[16] #beauty,#supplements
[16] #supplements,#diets

Top Word Pairs in Tweet in G2:
[31] covid,19
[23] covid,sont
[22] mes,associées
[21] juste,mes
[21] associées,vue
[21] vue,refiler
[21] refiler,covid
[21] covid,par
[21] par,autre
[21] autre,vaccinée

Top Word Pairs in Tweet in G3:
[19] ck,still
[19] still,covid
[19] covid,restrictions
[19] restrictions,flying
[19] flying,within
[19] within,country
[19] country,justintrudeau
[18] member,parliament
[18] parliament,okay
[18] okay,fellow

Top Word Pairs in Tweet in G4:
[124] jan,wasn
[124] wasn,insurrection
[124] insurrection,trump
[124] trump,didn
[124] didn,collude
[124] collude,russia
[124] russia,kavanaugh
[124] kavanaugh,wasn
[124] wasn,gang
[124] gang,rapist

Top Word Pairs in Tweet in G5:
[70] sonia,gandhi
[57] ganga,ram
[57] ram,hospital
[51] congress,president
[51] president,smt
[50] smt,sonia
[44] related,issues
[39] gandhi,admitted
[38] covid,related
[38] admitted,ganga

Top Word Pairs in Tweet in G6:
[24] another,wave
[23] face,another
[23] wave,covid
[23] covid,government
[23] government,openly
[23] openly,refusing
[23] refusing,provide
[23] provide,support
[23] support,nhs
[23] nhs,know

Top Word Pairs in Tweet in G7:
[20] goodness,nytimes
[20] nytimes,story
[20] story,david
[20] david,leonhardt
[20] leonhardt,morning
[20] morning,covid
[20] covid,killed
[20] killed,smaller
[20] smaller,percentage
[20] percentage,black

Top Word Pairs in Tweet in G8:
[16] excess,deaths
[14] requires,proper
[14] proper,investigation
[14] investigation,sajidjavid
[14] sajidjavid,behind
[14] behind,000
[14] 000,non
[14] non,covid
[14] covid,excess
[14] deaths,last

Top Word Pairs in Tweet in G9:
[21] miles,guo
[17] covid,19
[17] covid,vaccination
[15] kff,san
[15] san,francisco
[15] francisco,based
[15] based,organization
[15] organization,promotes
[15] promotes,abortion
[15] abortion,access

Top Word Pairs in Tweet in G10:
[147] manuelrico,hoy
[107] días,gobierno
[107] gobierno,ayuso
[107] ayuso,aprobó
[107] aprobó,protocolo
[107] protocolo,impedía
[107] impedía,trasladar
[107] trasladar,hospital
[107] hospital,residentes
[103] residentes,vulnerab

Top Replied-To
Top Replied-To in Entire Graph:
@skynews
@kit_yates_maths
@jim_jordan
@pulte
@depretas
@laurel_bc
@skacel1986
@karl_lauterbach
@sajidjavid
@covid_parent

Top Replied-To in G2:
@alphanumrique2
@divizio1
@france2000mars
@remisalomon
@poulin2012
@spinest2017
@narashi13876794
@chriscottonstat
@_lice40
@verity_france

Top Replied-To in G3:
@omaralghabra
@skacel1986
@davidanber
@nationalpost
@tl89668543
@drjacobsrad
@pierrepoilievre
@empathyamust
@elegantexigence
@gavinnewsom

Top Replied-To in G4:
@jasonmaginnis
@asif198121
@cyndyashibao1
@scottish_ape
@leighadpt

Top Replied-To in G5:
@ranjeet4india
@cecilsah
@kumargautaminc
@nitajune14
@ani_digital
@incindia
@goelgauravbjp
@shubhankrmishra
@abbasansari_
@analystgirish

Top Replied-To in G6:
@kit_yates_maths
@drtomlinsonep
@ramblingproses
@scoop197202
@doctor_oxford
@buzyizzy21
@russjmturner
@zerocovidzoe
@suzeb57
@monkmanfranz

Top Replied-To in G7:
@johndelaney
@peterhotez
@bhunni
@ninjabellfencer
@senatorwicker
@kenolin1
@polish_lil
@jfeldman_epi
@freeshameless
@davidkharman

Top Replied-To in G8:
@sajidjavid
@binitakane
@desmondswayne
@zoeelizabeth_ct
@drtedros
@dhscgovuk
@pfizer
@cyclonepride1
@xallxorxnothing
@benleo444

Top Replied-To in G9:
@ottawacitizen
@drelidavid
@erdocaa
@repstefanik
@martinkulldorff
@toadmeister
@natashafatah
@clarecraigpath
@gurvenc
@theeliklein

Top Replied-To in G10:
@manuelrico

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@jason_meister
@nytimes
@gabinjean3
@aranganathan72
@ecooperauthor
@drzoehyde
@kit_yates_maths
@skynews
@fonsiloaiza

Top Mentioned in G1:
@yabrock
@mamatoronto
@kilsally
@villegasenred
@robsonhcosta

Top Mentioned in G2:
@divizio1
@banounhelene
@f_philippot
@lobservateurli2
@dupontaignan
@ericarchambaul7
@verity_france
@ivanrioufol
@alphanumrique2
@pascalpraud

Top Mentioned in G3:
@davidanber
@justintrudeau
@lauren_southern
@omaralghabra
@cpho_canada
@weeyball
@pierrepoilievre
@yakkstack
@truenorthcentre
@ebennett74

Top Mentioned in G4:
@jason_meister
@cyndyashibao1
@kathyconwom
@marksteynonline
@amgdriver01
@joeygilbertinc
@mr_me_v3
@lozzafox
@cm677427
@anniethroughout

Top Mentioned in G5:
@incindia
@ashokgehlot51
@rssurjewala
@vaibhavup65
@ani
@narendramodi
@sunainaholey
@supriya23bh
@mansukhmandviya
@revanth_anumula

Top Mentioned in G6:
@kit_yates_maths
@danielgoyal
@angelarayner
@danielanadj
@zerocovidzoe
@premnsikka
@lesleyriddoch
@sandypuke
@pasturebnb
@euromovescot

Top Mentioned in G7:
@nytimes
@dleonhardt
@jasonsalemi
@gregggonsalves
@ebonyjhilton_md
@tylerblack32
@potus
@claytravis
@jfeldman_epi
@peterhotez

Top Mentioned in G8:
@sajidjavid
@beverleyturner
@borisjohnson
@gbnews
@desmondswayne
@dhscgovuk
@pfizer
@benleo
@pwc
@org_scp

Top Mentioned in G9:
@toadmeister
@repthomasmassie
@hagnews2
@martinkulldorff
@theeliklein
@clarecraigpath
@drelidavid
@ottawacitizen
@texun007
@2_auxipr_cn

Top Mentioned in G10:
@manuelrico
@fiscal_es
@black_strobes
@maribel60780973

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@dogandwinelover
@recentlatestvia
@americanair
@kompascom
@berkleybearnews
@detikcom
@zyitegadgets
@falconhamada_90
@s9tmt

Top Tweeters in G1:
@zazoomblog
@recentlatestvia
@kompascom
@berkleybearnews
@zyitegadgets
@diariocontraste
@billm9
@beritasatu
@noticiaaldia
@torreon

Top Tweeters in G2:
@lunace2pama
@nausicalibre
@fleur2108
@avril_sylvie
@vicmahec
@grobisr
@nanou75bis
@delagealine
@rubismug
@555_azerty

Top Tweeters in G3:
@debrammason1
@lyndae222
@ksp_libs
@nationalpost
@mpg25mary
@denlusk13
@thetorontosun
@lisamar91564392
@brownyasmine
@ezralevant

Top Tweeters in G4:
@sozzinski
@mzbodie
@8wild_card8
@stevesmithereen
@lynnrusso88
@angelalambert14
@always_on_hold
@scottiesi2008
@joeygilbertinc
@miraaikie

Top Tweeters in G5:
@1stindianews
@ani
@ajitkumar_kanan
@ihardikshah
@rajuvegesena
@ilovemyindia21
@manojsansare143
@bjp4india
@shafimalka
@secularsharad

Top Tweeters in G6:
@sandradunn1955
@catwoman1979
@saffiya_khan1
@octagot
@sweetie_tweeter
@funkbutcher
@mikefealey
@cripttext
@spayrechaynge
@julie_dutto

Top Tweeters in G7:
@fusasippona
@nytimes
@bluechern
@michele5411
@wimthetim
@adzo72
@deduped_nytimes
@edasante77
@kristiwelshies
@bledwine

Top Tweeters in G8:
@heathrodgirs
@telegraph
@shambles151
@petuniasforever
@lance63
@boblister_poole
@beddoeroger
@rec777777
@hookie62
@alcocan

Top Tweeters in G9:
@all435reps
@mutalabala
@ottawacitizen
@rexglacer
@cbcnews
@cobbstevenj
@mautumnum
@orme_duncan
@lgraass
@erdocaa

Top Tweeters in G10:
@oldfanegas
@marialfv
@anajurador
@fcantero
@angel66336414
@nubecitaverde7
@pilarna86136526
@black_strobes
@maricruzperealo
@franchogamo


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