COVID, Twitter, 11/6/2021 11:08:25 AM, 265613


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COVID_2021-11-06_00-18-01.xlsx
COVID_2021-11-06_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 06, 2021
Short Description:
COVID via NodeXL https://bit.ly/31rGrdi
@rwmalonemd
@potus
@j00d0k1ck
@cdcdirector
@disclosetv
@lavern_spicer
@sstrumello
@alexandra_lynn_
@walgreens
@charlyneeners7

Top hashtags:
#covid
#covid19
#covid_19
#covaxin
#pfizergate
#pfizer
#coronavirus
#annaatthe
#cop26

Description:
Description
The graph represents a network of 11,790 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, 06 November 2021 at 07:40 UTC.

The requested start date was Saturday, 06 November 2021 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, 2-minute period from Tuesday, 02 November 2021 at 12:17 UTC to Friday, 05 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 : 11790
Unique Edges : 6891
Edges With Duplicates : 11280
Total Edges : 18171
Number of Edge Types : 5
Retweet : 5135
MentionsInRetweet : 5979
Tweet : 3607
Replies to : 1026
Mentions : 2424
Self-Loops : 3642
Reciprocated Vertex Pair Ratio : 0.00672324479224071
Reciprocated Edge Ratio : 0.0133566892927524
Connected Components : 3733
Single-Vertex Connected Components : 1135
Maximum Vertices in a Connected Component : 625
Maximum Edges in a Connected Component : 1308
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 9.019229
Graph Density : 6.57158658633704E-05
Modularity : 0.582732
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,790 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, 06 November 2021 at 07:40 UTC.

The requested start date was Saturday, 06 November 2021 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, 2-minute period from Tuesday, 02 November 2021 at 12:17 UTC to Friday, 05 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:
[65] https://www.youtube.com/watch?v=fqWnZRp6qYg&feature=youtu.be

[30] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8437699/pdf/main.pdf
[25] https://newsmax.com/
[25] https://www.newsmax.com/newsfront/covid-stimulus-billionaires-taxes/2021/11/04/id/1043342/
[15] https://www.nytimes.com/2021/11/05/health/pfizer-covid-pill.html
[15] https://www.dailymail.co.uk/news/article-10136275/Unpaid-Covid-fines-taken-bank-accounts-seized-homes-Queensland.html
[12] https://www.dailymail.co.uk/news/article-10156793/Fully-vaccinated-air-passenger-infected-Covid-dead-flight-Turkey-Germany.html
[11] https://justthenews.com/politics-policy/elections/opponents-crt-covid-closures-win-school-board-races-nationwide
[10] https://www.dailymail.co.uk/news/article-10166661/NYC-PAY-children-ages-11-5-100-COVID-shot.html
[10] https://www.bmj.com/content/375/bmj.n2635

Top URLs in Tweet in G1:
[5] https://www.instagram.com/accounts/login/
[3] https://www.scmp.com/news/china/science/article/3154568/zero-covid-still-less-costly-living-it-chinas-top-expert-zhong
[3] https://halturnerradioshow.com/index.php/en/news-page/world/japan-drops-vax-rollout-goes-to-ivermectin-ends-covid-almost-overnight
[3] https://www.nytimes.com/2021/11/05/health/pfizer-covid-pill.html
[2] https://www.pelitabanten.com/
[2] https://blog.goo.ne.jp/xvcov1/e/5741d21170f60dbf8091336077e7bb45
[2] https://www.laselectiondujour.com/index.php?id=148934&L=0&upart=LSDJ-EMPT-TW
[2] https://www.newsweek.com/johnson-johnson-covid-vaccine-recipients-almost-4x-likely-get-blood-clots-study-1645100
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/countries-rush-buy-merck-experimental-covid-19-pill-2021-11-03/?taid=61827d49cbd405000192c8e2&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[2] https://www.youtube.com/watch?v=fqWnZRp6qYg&feature=youtu.be


Top URLs in Tweet in G2:
[8] https://twitter.com/i/broadcasts/1MnxnkqamqNKO
[1] https://www.aajtak.in/india/politics/story/congress-interim-president-sonia-gandhi-attacks-pm-narendra-modi-hm-amit-shah-covid-second-wave-vaccination-ntc-1351778-2021-11-03
[1] https://twitter.com/yadavakhilesh/status/1456487495202340868
[1] https://indiaaheadnews.com/world/pfizer-says-new-covid-19-pill-cuts-hospital-death-risk-by-90-all-you-need-to-know-69124/
[1] https://www.aajtak.in/india/news/story/covid-19-technical-advisory-group-of-who-recommends-emergency-use-listing-status-for-bharat-biotech-covaxin-sources-ntc-1351939-2021-11-03
[1] https://www.ndtv.com/india-news/covaxin-bharat-biotechs-india-made-covid-vaccine-cleared-by-who-sources-2598395
[1] https://brownstone.org/articles/16-studies-on-vaccine-efficacy/
[1] https://tv.media.jio.com/extras/index.html?channelId=162&referrer=utm_source%3D
[1] https://www.tga.gov.au/periodic/covid-19-vaccine-weekly-safety-report-28-10-2021
[1] https://twitter.com/airnewsalerts/status/1455869551984451587

Top URLs in Tweet in G3:
[62] https://www.youtube.com/watch?v=fqWnZRp6qYg&feature=youtu.be

[7] https://lenirobredo.com/
[4] https://twitter.com/lenirobredo/status/1455843087188516869
[2] https://www.youtube.com/watch?v=DLYg5OXY0xI&feature=youtu.be

[1] https://twitter.com/tedte/status/1455871045349502977
[1] https://newsinfo.inquirer.net/1510594/bayan-lauds-robredos-covid-19-response-plan-its-a-solid-framework-for-recovery?utm_medium=Social&utm_source=Facebook#Echobox=1636032856
[1] https://newsinfo.inquirer.net/1510059/robredos-freedom-from-covid-plan-strong-ph-healthcare-system-needed-to-spur-recovery?utm_medium=Social&utm_source=Twitter#Echobox=1635939488-1
[1] https://www.rappler.com/nation/iloilo-province-kicks-off-pediatric-covid-19-vaccinations?utm_medium=Social&utm_source=Twitter#Echobox=1636113454-1
[1] https://news.abs-cbn.com/news/11/02/21/group-finds-more-red-flags-in-govts-covid-19-deals
[1] https://bit.ly/3nOpAJe

Top URLs in Tweet in G4:
[25] https://newsmax.com/
[25] https://www.newsmax.com/newsfront/covid-stimulus-billionaires-taxes/2021/11/04/id/1043342/
[1] https://thecovidworld.com/florian-dagoury-world-record-holder-in-static-breath-hold-freediving-diagnosed-with-myopericarditis-after-pfizer-vaccine-possible-end-of-career/
[1] https://thecovidworld.com/joe-wise-56-year-old-republican-candidate-for-allegheny-county-council-dies-shortly-after-getting-the-covid-19-vaccine/
[1] https://www.biorxiv.org/content/10.1101/2020.01.30.927871v1
[1] https://nypost.com/2021/08/09/private-jets-and-no-masks-how-obamas-party-was-height-of-elite-hypocrisy/
[1] https://www.sciencedirect.com/science/article/pii/S0896841121001499?via%3Dihub
[1] https://summit.news/2021/11/05/doctor-banned-from-using-social-media-over-masks-do-nothing-claim-takes-case-to-high-court/
[1] https://twitter.com/cnnbrk/status/1456242177680498690
[1] https://www.foxnews.com/politics/cruz-introduces-bill-to-block-federal-government-public-schools-from-mandating-covid-19-vaccines-for-kids

Top URLs in Tweet in G5:
[30] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8437699/pdf/main.pdf
[8] https://lc.org/newsroom/details/110121-lancet-study-finds-covid-shots-do-not-prevent-transmission
[4] https://www-iltempo-it.translate.goog/attualita/2021/10/21/news/rapporto-iss-morti-covid-malattie-patologie-come-influenza-pandemia-disastro-mortalita-bechis-29134543/?_x_tr_sl=it&_x_tr_tl=en&_x_tr_hl=it&_x_tr_pto=nui
[3] https://www.bmj.com/content/375/bmj.n2635
[2] https://vimeo.com/623540275/a13b682bfb
[2] https://www.upi.com/Top_News/World-News/2021/11/04/uk-merck-covid-molnupiravir-approved/7421636026452/
[1] https://brownstone.org/articles/a-review-and-autopsy-of-two-covid-immunity-studies/
[1] https://www.zerohedge.com/covid-19/falsified-data-pfizer-vaccine-trial-had-major-flaws-whistleblower-tells-peer-reviewed
[1] https://globalcovidsummit.org/page/florida
[1] https://brownstone.org/articles/79-research-studies-affirm-naturally-acquired-immunity-to-covid-19-documented-linked-and-quoted/

Top URLs in Tweet in G6:
[2] https://dailysceptic.org/2021/11/03/italian-higher-institute-of-health-adjusts-number-of-deaths-due-to-covid-alone-since-february-2020-downwards-from-over-130000-to-under-4000/
[1] https://aaronsiri.substack.com/p/scientists-sue-the-fda-for-data-it
[1] https://dailysceptic.org/2021/11/05/death-of-the-nhs-covid-pingdemic-app/
[1] https://bit.ly/3EGewop
[1] https://khmezek.substack.com/p/covid-and-the-greater-good
[1] https://twitter.com/doctor_oxford/status/1455620146844798978
[1] https://twitter.com/realcandaceo/status/1455179514342936598
[1] https://twitter.com/disclosetv/status/1454166554271227914
[1] https://aaronsiri.substack.com/p/one-brave-icu-physician-reporting?justPublished=true

Top URLs in Tweet in G7:
[5] https://www.futura-sciences.com/sante/actualites/coronavirus-simple-test-sanguin-predit-vos-chances-survivre-covid-19-82004/
[5] https://www.capital.fr/entreprises-marches/vaccin-contre-le-covid-19-les-lourdes-accusations-contre-un-laboratoire-sous-traitant-de-pfizer-1419054
[4] https://www.leslignesbougent.org/petitions/covid-19-stop-a-la-vaccination-des-enfants-4260/
[3] https://www.anguillesousroche.com/etats-unis/le-maire-de-los-angeles-doublement-vaccine-est-teste-positif-au-covid-a-la-cop26/
[3] https://www.covid-factuel.fr/2021/10/31/quand-pfizer-demontre-linefficacite-du-vaccin/
[3] https://www.msn.com/fr-ca/actualites/quebec-canada/enqu%C3%AAte-sur-la-covid-19-en-chsld-des-patients-euthanasi%C3%A9s-selon-un-m%C3%A9decin/ar-AAQbU9o?ocid=msedgntp
[1] https://www.europarl.europa.eu/doceo/document/B-9-2021-0475_FR.html
[1] https://twitter.com/medscape/status/1456486433414434822
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC8481107/
[1] https://www.health.gov.au/news/atagi-update-following-weekly-covid-19-meeting-3-november-2021

Top URLs in Tweet in G8:
[4] https://cnn.it/3w6n0SK
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=4c1f9255-3e33-11ec-a5d8-6e4f58514578&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMS0wNS9wZml6ZXItdG8tc2Vlay11LXMtbm9kLWZvci1jb3ZpZC1waWxsLWFmdGVyLXN0cm9uZy1yZXN1bHRz
[2] https://www.cambridgeindependent.co.uk/news/addenbrooke-s-ceasing-to-function-as-a-hospital-and-may-se-9224152/
[2] https://trib.al/a03JfwF
[1] https://www.theguardian.com/world/2021/nov/05/ventilate-home-stop-covid-spread-government-uk
[1] https://twitter.com/lbc/status/1456270534006566915
[1] https://news.sky.com/story/covid-19-sir-jeremy-farrar-quits-sage-advisory-group-amid-concerning-coronavirus-transmission-rate-in-the-uk-12458214
[1] https://www.ema.europa.eu/en/news/ema-starts-evaluating-use-covid-19-vaccine-comirnaty-children-aged-5-11
[1] https://www.standard.co.uk/news/uk/robert-halfon-mps-parliament-harlow-teachers-b964018.html
[1] https://www.lancashiretelegraph.co.uk/news/19008362.let-children-young-people-catch-covid-vaccine-not-work-expert-suggests/?s=09

Top URLs in Tweet in G9:
[7] https://www.dailymail.co.uk/news/article-10156793/Fully-vaccinated-air-passenger-infected-Covid-dead-flight-Turkey-Germany.html
[3] https://www.wsj.com/articles/cdc-advisers-to-discuss-pfizer-biontech-covid-19-vaccine-for-young-children-11635845401?mod=djem_b_Feature_1132021%2063019%20AM
[2] https://fusernews.com/farmaco-cubano-garantiza-recuperacion-de-pacientes-con-covid-19/
[2] https://www.cdc.gov/mmwr/volumes/70/wr/mm7044e1.htm?s_cid=mm7044e1_w
[1] https://twitter.com/RiosCorona222/status/1456427971607240705
[1] https://gma.abc/3CTeCIM
[1] https://gma.abc/3q2lZtL
[1] https://apple.news/ADCxOvxFiQP6pB04nwwCGvA
[1] https://www.nbcnews.com/NOW
[1] https://www.gob.pe/institucion/minsa/noticias/551752-minsa-casos-confirmados-por-coronavirus-covid-19-ascienden-a-2-204-424-en-el-peru-comunicado-n-737

Top URLs in Tweet in G10:
[2] https://www.independent.co.uk/news/education/education-news/covid-uk-schools-half-term-cases-b1949810.html
[2] https://www.theguardian.com/politics/2021/nov/02/jcvi-failed-back-youth-covid-jabs-despite-favourable-models?CMP=Share_AndroidApp_Other
[1] https://twitter.com/doctor_oxford/status/1455333192769081350
[1] https://bylinetimes.com/2021/10/07/founders-of-koch-backed-covid-disinformation-organisation-bankroll-new-cross-party-parliamentary-group/
[1] https://twitter.com/dgurdasani1/status/1456196338979311622
[1] https://twitter.com/0bj3ctivity/status/1456583308872241156?s=20
[1] https://www.msn.com/en-gb/news/uknews/mps-staff-told-to-work-from-home-amid-rising-covid-cases-in-westminster/ar-AAQdQGJ
[1] https://www.tes.com/news/covid-triple-lock-proposed-stop-school-closures
[1] https://twitter.com/MetroUK/status/1455847383082938371
[1] https://blogs.glowscotland.org.uk/sl/climateemergencynewsroom/

Top Domains
Top Domains in Tweet in Entire Graph:
[345] twitter.com
[128] co.uk
[97] bit.ly
[95] youtube.com
[55] com.br
[52] newsmax.com
[45] theguardian.com
[39] nytimes.com
[36] trib.al
[35] nih.gov

Top Domains in Tweet in G1:
[94] twitter.com
[22] co.uk
[17] bit.ly
[14] blogspot.com
[13] com.br
[13] ift.tt
[13] informazione.it
[10] cnn.com
[9] nytimes.com
[9] youtube.com

Top Domains in Tweet in G2:
[12] twitter.com
[2] aajtak.in
[2] gov.au
[1] indiaaheadnews.com
[1] ndtv.com
[1] brownstone.org
[1] jio.com
[1] indiatoday.in
[1] lenirobredo.com
[1] bit.ly

Top Domains in Tweet in G3:
[65] youtube.com
[7] lenirobredo.com
[6] twitter.com
[2] inquirer.net
[1] rappler.com
[1] abs-cbn.com
[1] bit.ly
[1] facebook.com

Top Domains in Tweet in G4:
[50] newsmax.com
[2] thecovidworld.com
[1] biorxiv.org
[1] nypost.com
[1] sciencedirect.com
[1] summit.news
[1] twitter.com
[1] foxnews.com
[1] vaccines.gov

Top Domains in Tweet in G5:
[30] nih.gov
[8] lc.org
[5] bmj.com
[4] twitter.com
[4] translate.goog
[2] vimeo.com
[2] brownstone.org
[2] upi.com
[1] zerohedge.com
[1] globalcovidsummit.org

Top Domains in Tweet in G6:
[3] substack.com
[3] dailysceptic.org
[3] twitter.com
[1] bit.ly

Top Domains in Tweet in G7:
[6] twitter.com
[5] futura-sciences.com
[5] capital.fr
[4] leslignesbougent.org
[3] anguillesousroche.com
[3] francesoir.fr
[3] covid-factuel.fr
[3] msn.com
[2] nih.gov
[1] europa.eu

Top Domains in Tweet in G8:
[8] cnn.it
[6] twitter.com
[6] bloomberg.com
[4] co.uk
[2] theguardian.com
[2] sky.com
[2] wsj.com
[2] trib.al
[1] europa.eu
[1] macleans.ca

Top Domains in Tweet in G9:
[7] co.uk
[4] twitter.com
[4] cdc.gov
[3] wsj.com
[2] gma.abc
[2] walgreens.com
[2] fusernews.com
[1] apple.news
[1] nbcnews.com
[1] gob.pe

Top Domains in Tweet in G10:
[4] twitter.com
[2] co.uk
[2] theguardian.com
[1] bylinetimes.com
[1] msn.com
[1] tes.com
[1] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[242] covid
[223] covid19
[125] covid_19
[55] covaxin
[34] pfizergate
[32] pfizer
[24] coronavirus
[22] annaatthe
[19] cop26
[16] vaccine



Top Hashtags in Tweet in G1:
[50] covid19
[40] covid
[22] covid_19
[14] pfizer
[8] coronavirus
[8] news
[7] vaccine
[7] covaxin
[5] pandemic
[4] medical

Top Hashtags in Tweet in G2:
[39] covaxin
[11] covid
[8] covid19
[6] who
[6] newstoday
[6] upscextraattempt
[5] covid_19
[5] cancelniosexam2021
[4] tripura
[4] cop26

Top Hashtags in Tweet in G3:
[5] lenikiko2022
[5] kalayaansacovid
[3] letlenilead
[3] kayakayleni
[2] phvote
[2] ancrundown
[2] labanleni2022
[2] kakampinkwednesday
[2] lenirobredo2022
[2] pinkiusap

Top Hashtags in Tweet in G4:
[7] covidvaccine
[2] g20

Top Hashtags in Tweet in G5:
[4] covid
[3] eu
[2] sarscov2
[2] vaccines
[2] kill
[2] yes
[1] istandwithaaronrodgers
[1] usecommonsense
[1] bmjinfographic
[1] tweetiatricians

Top Hashtags in Tweet in G6:
[2] diwali
[1] 4ir
[1] softpower
[1] conditioning
[1] cop26

Top Hashtags in Tweet in G7:
[13] covid_19
[10] pfizergate
[7] scandalepfizer
[6] pfitzergate
[6] mamanslouves
[5] coronavirus
[5] covid19
[5] scandalpfizer
[4] enfants
[4] manif4novembre

Top Hashtags in Tweet in G8:
[5] covid19
[3] covid
[2] edutwitter
[2] askjvt
[1] cnn
[1] bbcqt
[1] fbpe
[1] marr
[1] phillips
[1] newsnight

Top Hashtags in Tweet in G9:
[10] losmuertosdelopez
[5] covid19
[3] covid
[3] acip
[2] navidadesreconciliaciã³n
[2] cooperaciã³ncpi
[2] nobajemoslaguardia
[2] sederrumbaacusacion
[1] lopeznopudo
[1] lequedógrandelasilla

Top Hashtags in Tweet in G10:
[4] wearamask
[1] longcovid
[1] blinkers
[1] newsnight
[1] pmqs
[1] yesscots
[1] scottishindependence
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[8229] covid
[2816] î
[2500] 19
[820] vaccine
[677] pfizer
[587] ãƒ
[555] people
[444] more
[441] ˆà
[419] æ

Top Words in Tweet in G1:
[1060] covid
[426] 19
[356] î
[91] pfizer
[83] vaccine
[63] æ
[57] ç
[57] ãƒ
[52] pill
[50] more

Top Words in Tweet in G2:
[143] covid
[79] vaccine
[69] 19
[65] best
[60] ani
[58] world
[54] narendramodi
[52] vaccination
[45] against
[41] covaxin

Top Words in Tweet in G3:
[287] ang
[260] covid
[238] sa
[169] lenirobredo
[166] ating
[128] plan
[114] mapabilis
[109] paglaya
[109] kailangan
[109] klaro

Top Words in Tweet in G4:
[164] covid
[71] atensnut
[52] vaccine
[43] world
[42] pfizer
[37] diagnosed
[33] right
[30] pill
[30] florian
[30] dagoury

Top Words in Tweet in G5:
[143] covid
[72] rwmalonemd
[72] 19
[69] ãƒ
[42] repost
[39] vaccine
[31] children
[30] vaccinating
[30] against
[26] trial

Top Words in Tweet in G6:
[71] covid
[37] deaths
[32] casesâ
[22] health
[22] institute
[21] people
[20] died
[19] past
[19] toadmeister
[18] neilclark66

Top Words in Tweet in G7:
[89] covid
[35] rã
[30] dã
[25] par
[23] contre
[21] aux
[21] 2021
[20] 19
[20] lâ
[19] pays

Top Words in Tweet in G8:
[89] covid
[20] more
[20] 19
[18] people
[17] deaths
[16] uk
[15] risk
[12] patients
[12] pfizer
[12] virus

Top Words in Tweet in G9:
[77] covid
[41] 19
[20] cdcgov
[17] kids
[13] potus
[13] vaccinated
[13] cdcdirector
[12] vaccine
[12] 11
[12] american

Top Words in Tweet in G10:
[111] covid
[42] deaths
[25] today
[25] doctor_oxford
[24] still
[23] 2021
[23] more
[23] 293
[19] one
[15] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2410] covid,19
[1961] î,î
[344] ãƒ,ãƒ
[218] sa,covid
[210] covid,vaccine
[187] contra,covid
[187] 19,vaccine
[160] ang,ating
[148] îºî,î
[146] ˆà,ˆà

Top Word Pairs in Tweet in G1:
[417] covid,19
[253] î,î
[39] contra,covid
[34] ãƒ,ãƒ
[24] 19,vaccine
[23] covid,vaccine
[19] pfizer,covid
[16] ø,ù
[16] covid,pill
[15] casos,covid

Top Word Pairs in Tweet in G2:
[66] covid,19
[39] against,covid
[34] one,best
[34] best,vaccine
[33] ani,long
[33] long,due
[33] due,covaxin
[33] covaxin,one
[33] vaccine,against
[33] covid,treated

Top Word Pairs in Tweet in G3:
[195] sa,covid
[160] ang,ating
[111] mapabilis,ang
[109] paglaya,sa
[109] covid,ang
[109] ang,kailangan
[109] kailangan,klaro
[109] klaro,malawakan
[109] malawakan,strategic
[109] strategic,mapagpalayang

Top Word Pairs in Tweet in G4:
[30] covid,pill
[30] florian,dagoury
[30] dagoury,world
[30] world,record
[30] record,holder
[30] holder,static
[30] static,breath
[30] breath,hold
[30] hold,freediving
[30] freediving,diagnosed

Top Word Pairs in Tweet in G5:
[72] covid,19
[44] ãƒ,ãƒ
[40] rwmalonemd,repost
[30] repost,vaccinating
[30] vaccinating,children
[30] children,against
[30] against,covid
[24] vaccine,trial
[22] 19,vaccine
[22] immunity,covid

Top Word Pairs in Tweet in G6:
[19] died,covid
[16] deaths,low
[16] low,focus
[16] focus,casesâ
[16] casesâ,casesâ
[16] casesâ,plummet
[16] plummet,past
[16] past,week
[16] week,switch
[16] switch,back

Top Word Pairs in Tweet in G7:
[20] covid,19
[14] contre,covid
[10] ºðÿ,aprã
[10] aprã,avoir
[10] avoir,rã
[10] rã,analysã
[10] analysã,tude
[10] tude,rã
[10] rã,alisã
[10] alisã,par

Top Word Pairs in Tweet in G8:
[20] covid,19
[9] 24,hours
[9] high,risk
[8] more,covid
[7] risk,patients
[6] last,24
[5] dispute,amanpour
[5] covid,deaths
[5] jcvi,minutes
[5] pfizer,experimental

Top Word Pairs in Tweet in G9:
[41] covid,19
[10] covid,recovered
[9] #losmuertosdelopez,#losmuertosdelopez
[9] 38,american
[9] american,kids
[9] kids,covid
[8] contra,covid
[8] already,immune
[7] children,ages
[7] porta,voz

Top Word Pairs in Tweet in G10:
[41] covid,deaths
[14] 293,covid
[14] deaths,today
[14] today,one
[14] one,fifth
[14] fifth,total
[14] total,road
[14] road,traffic
[14] traffic,fatalities
[14] fatalities,entire

Top Replied-To
Top Replied-To in Entire Graph:
@write2fite
@anxious_winter2
@henryj17
@disclosetv
@timcast
@nytimes
@ani
@sruhle
@colindmello
@mariodujakovic

Top Replied-To in G1:

Top Replied-To in G2:
@ani
@mansukhmandviya
@cbseindia29
@yadavakhilesh
@sarika_kesari
@greghuntmp
@whittler_e
@shivaroor
@priyankac19

Top Replied-To in G3:
@anjocalimario
@mikebueza
@lenirobredo

Top Replied-To in G4:
@disclosetv
@chmielmaciej
@siplas_62
@lavern_spicer
@januszewskai

Top Replied-To in G5:
@rwmalonemd
@zubymusic
@fujimibythesea
@erictopol
@louisremels
@brookel34305799
@stawiggins
@kurtgirdle
@kristyswansonxo

Top Replied-To in G6:
@fizzy_pickles
@bryanmittler
@js100js100

Top Replied-To in G7:
@xavierlg2
@du_mahault
@anneibiza13
@acchaudre
@sarigue84
@decoder_l
@rousselotsylva1
@mounotella

Top Replied-To in G8:
@trishgreenhalgh
@fyf57769050
@amrit_lohia
@bbcbreakfast
@2catsand3kids
@kit_yates_maths
@drmikeryan
@nickyhutch

Top Replied-To in G9:
@realjameslamb
@jokesonu_inu
@david__magnus
@ninosimon_lara
@usainvestmentl1
@subschneider

Top Replied-To in G10:
@theonlypeterkay
@b_d_a_05
@haughtycharles
@rachel5742
@hellome12378
@0bj3ctivity
@bridgeanne
@thecobbett
@camanpour
@chrischirp

Top Mentioned
Top Mentioned in Entire Graph:
@lenirobredo
@itslinzzzz
@rwmalonemd
@atensnut
@ani
@narendramodi
@iamsrk
@ap
@theskindoctor13
@jburnmurdoch

Top Mentioned in G1:
@radioibizaser
@twitpollnl
@lahpverdad
@albertsolo2
@jjln0468
@enamabula
@backupbackoff
@jasonrmadden3

Top Mentioned in G2:
@ani
@narendramodi
@theskindoctor13
@who
@pmoindia
@supriya23bh
@sardesairajdeep
@sanjaysuri88
@doptgoi
@aajtak

Top Mentioned in G3:
@lenirobredo
@manilabulletin
@jepoymd_
@inquirerdotnet
@cnnphilippines
@rapplerdotcom
@tedte
@anjocalimario
@nicoquejano
@barrygutierrez3

Top Mentioned in G4:
@atensnut
@disclosetv
@lavern_spicer
@prisonplanet
@ejs0896
@drjohnb2
@jessekellydc
@hhsgov
@mz_gov_pl
@gunthereagleman

Top Mentioned in G5:
@rwmalonemd
@bmj_latest
@erictopol
@brookel34305799
@aaronrodgers12
@erdocaa
@alzhacker
@lifebiomedguru
@djlange
@hanahelena

Top Mentioned in G6:
@toadmeister
@neilclark66
@sharylattkisson
@denisrancourt
@realcandaceo
@mdbreathe
@aaronsirisg
@jeremycorbyn
@josefkalfsgran
@danielfooksart

Top Mentioned in G7:
@le_general_offl
@medic4allhuman
@gaumontrene
@acchaudre
@france_soir
@p_duval
@decoder_l
@cab2626
@gkierzek
@docteurpeb1

Top Mentioned in G8:
@business
@cnn
@trishgreenhalgh
@ukiswitheu
@kit_yates_maths
@sandyboots2020
@nadhimzahawi
@dgurdasani1
@davidschneider
@emergmeddr

Top Mentioned in G9:
@cdcgov
@potus
@cdcdirector
@whitehouse
@dr_francisco_
@noorchashm
@mercola
@mippcivzla
@lopezobrador_
@joebiden

Top Mentioned in G10:
@doctor_oxford
@chrischirp
@borisjohnson
@conservatives
@sajidjavid
@uk_domain_names
@andyjh1965
@implausibleblog
@lozzafox
@10downingstreet

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@infoitinterno
@jornalistavitor
@americanair
@gocoo
@streamerwall
@kompascom
@paoloigna1
@lasillarota

Top Tweeters in G1:
@la_patilla
@infoitinterno
@paoloigna1
@berkleybearnews
@okezonenews
@yoshiki7111
@liputan6dotcom
@newsoneplace
@lado_mx
@marisascruz

Top Tweeters in G2:
@indiatoday
@cnnnews18
@ndtv
@navroopsingh_
@vinodshadija
@aajtak
@ani
@pokaabhii
@_shiva108
@supremeharish

Top Tweeters in G3:
@inquirerdotnet
@rapplerdotcom
@manilabulletin
@mxnoelle
@cnnphilippines
@maclizzie
@lq_azalea
@prutasnadilawan
@infinit05105976
@troobie_md

Top Tweeters in G4:
@losemarrp
@lifenewshq
@petersthoughts
@jdj1112
@dalebow54243415
@doembon
@distiller60
@vekafitzfrancis
@linfield1641
@vlad333_

Top Tweeters in G5:
@mtrushmore2016
@nfl
@loren_ch
@zoniman
@cozza_86
@antov2401
@zubymusic
@prolongingcovid
@robhage
@jaggegm

Top Tweeters in G6:
@teachesl
@markwrightuk88
@champagnedosser
@andyrv1960
@cdekeane
@js100js100
@realdailywire
@hairymarx1
@danielfooksart
@egopor

Top Tweeters in G7:
@loudl
@d5343313
@gmirlt
@vicmahec
@diab0l029
@kittylt
@didierjean050
@nc4415
@volkoffvitch
@miminedejuin1

Top Tweeters in G8:
@americanair
@southwestair
@business
@valsadie
@alykhansatchu
@cnn
@wsj
@bbcworld
@echenze
@s_rewritten

Top Tweeters in G9:
@gma
@mippcivzla
@donnayoungdc
@marcopolototti
@stratcons
@kenin_nunez
@missy_12080
@mex_libertario
@sstrumello
@nicolasmaduro

Top Tweeters in G10:
@sandradunn1955
@madmontesaurus
@daisybelll
@wimthetim
@phbaumann
@iceman_cometh1
@bridgeanne
@implausibleblog
@phil_jones01
@katecushing2


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