COVID, Twitter, 5/25/2022 3:18:41 PM, 277020


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COVID_2022-05-25_00-34-41.xlsx
COVID_2022-05-25_00-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2022
Short Description:
COVID via NodeXL https://bit.ly/3wUZ9rj
@cherrymcg23
@who
@joebiden
@billmurphytalks
@timjsherman
@peterhotez
@pfizer
@us_fda
@texasfightnow
@pierrekory

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#monkeypox
#cuba
#varioledusinge
#24mayıs2022
#44705
#โควิด19

Description:
Description
The graph represents a network of 11,362 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 Wednesday, 25 May 2022 at 07:47 UTC.

The requested start date was Wednesday, 25 May 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 2-day, 0-hour, 4-minute period from Sunday, 22 May 2022 at 12:15 UTC to Tuesday, 24 May 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 : 11362
Unique Edges : 6541
Edges With Duplicates : 11569
Total Edges : 18110
Number of Edge Types : 5
Retweet : 5232
MentionsInRetweet : 6172
Tweet : 2890
Replies to : 1200
Mentions : 2616
Self-Loops : 2926
Reciprocated Vertex Pair Ratio : 0.00499840476443688
Reciprocated Edge Ratio : 0.00994708994708995
Connected Components : 3141
Single-Vertex Connected Components : 955
Maximum Vertices in a Connected Component : 1825
Maximum Edges in a Connected Component : 3835
Maximum Geodesic Distance (Diameter) : 44
Average Geodesic Distance : 13.468648
Graph Density : 7.32083238840367E-05
Modularity : 0.58568
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,362 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 Wednesday, 25 May 2022 at 07:47 UTC.

The requested start date was Wednesday, 25 May 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 2-day, 0-hour, 4-minute period from Sunday, 22 May 2022 at 12:15 UTC to Tuesday, 24 May 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:
[15] https://twitter.com/amyklobuchar/status/1528161729494102021
[15] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[15] https://oantagonista.uol.com.br/brasil/governo-usa-quase-r-90-mi-do-combate-a-covid-para-comprar-tratores/
[14] https://www.huffpost.com/entry/trump-county-covid-death-rates-more-than-twice-as-high_n_62893743e4b0415d4d782ad2
[13] http://www.cubadebate.cu/noticias/2022/05/22/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas/
[12] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[12] https://report24.news/pathologe-prof-burkhardt-die-fortfuehrung-der-covid-impfungen-ist-kriminell/
[11] https://www.granma.cu/mundo/2022-05-22/cuba-es-lider-mundial-en-la-vacunacion-anti-covid-19-por-cada-cien-habitantes
[9] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[9] https://www.allkpop.com/article/2022/05/twices-nayeon-tzuyu-and-momo-all-test-positive-for-covid-19

Top URLs in Tweet in G1:
[5] https://www.nytimes.com/live/2022/05/23/world/covid-19-mandates-vaccine-cases/pfizer-kids-moderna?partner=IFTTT
[4] https://docquity.app.link/measles
[4] http://despiertaalfuturo.blogspot.com/2022/05/representantes-de-missouri-aprueban.html
[3] https://www.diariocontraste.com/2020/07/cientificos-advierten-de-potencial-ola-de-lesiones-cerebrales-relacionadas-al-covid-19/
[3] https://twitter.com/sblitagent/status/1528368646388695040
[3] https://twitter.com/amyklobuchar/status/1528161729494102021
[3] https://twitter.com/JYPETWICE/status/1528630336808050689
[3] https://www.bmj.com/content/377/bmj.o1284.short?rss=1&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.deccanherald.com/national/leaders-at-wef-hail-indias-covid-19-vaccine-equity-manufacturing-1111803.html
[2] https://www.johnsoncitypress.com/news/figures-show-improved-employment-numbers-in-tennessee/article_f81783b4-d850-11ec-8b53-03193b6945b7.html

Top URLs in Tweet in G2:
[9] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[4] https://lemediaen442.fr/gael-monfils-numero-1-francais-declare-forfait-a-cause-de-sa-3e-dose-du-vaccin-anti-covid/
[3] https://globalcovidsummit.org/news/declaration-iv-restore-scientific-integrity
[2] https://abcnews.go.com/Health/officials-expected-decide-covid-19-vaccine-design-early/story?id=84834831
[2] https://childrenshealthdefense.org/defender/injuries-covid-vaccine-vaers-cdc/
[2] https://www.leparisien.fr/societe/sante/covid-19-pfizer-affirme-que-son-vaccin-pour-les-moins-de-5-ans-est-efficace-avec-trois-doses-23-05-2022-YXVYQTEKCFHR3DN2TAIE3FPSI4.php
[2] https://planetes360.fr/comment-la-crise-du-covid-a-fait-la-fortune-des-pharmacies-francaises/?feed_id=168027&_unique_id=628cc565abd3a
[2] https://planetes360.fr/%f0%9f%92%89-vaccination-covid-des-enfants-la-commission-veut-vacciner-les-plus-jeunes-a-la-rentree/?feed_id=167171&_unique_id=6288f40824f25
[2] http://videos.senat.fr/video.2908931_628cbfd4c67cf.declaration-analyse-et-communication-autour-des-effets-indesirables-des-vaccins-contre-la-covid-19
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062939/

Top URLs in Tweet in G3:
[12] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[3] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[2] http://www.pantallazosnoticias.com.co/news/el-60-de-la-poblacion-mundial-ya-esta-vacunado-contra-el-covid-19-oms/
[2] https://www.msn.com/pt-pt/noticias/other/covid-19-os-testes-r%C3%A1pidos-voltam-a-ser-gratuitos-nas-farm%C3%A1cias-mas-com-duas-condi%C3%A7%C3%B5es/ar-AAXCj9n?ocid=ob-tw-ptpt-551
[2] https://www.orm.es/informativos/noticias-2022/region-suma-2-642-nuevos-positivos-y-5-fallecidos-covid-ultimos-5-dias/
[2] https://www.theguardian.com/society/2022/may/23/covid-can-cause-ongoing-damage-to-heart-lungs-and-kidneys-study-finds
[1] https://www.paho.org/es/covid-19-materiales-comunicacion
[1] https://twitter.com/chronicinclude/status/1522252292514369540
[1] https://twitter.com/pandemicaid_net/status/1526537962619654147
[1] https://cnnportugal.iol.pt/covid-19/multas/prisao-ate-oito-anos-e-multas-ate-180-mil-euros-o-que-pode-acontecer-a-quem-violar-o-confinamento-sabendo-que-esta-com-covid-19/20220521/628639b30cf2f9a86ea4c070

Top URLs in Tweet in G4:
[2] https://www.nationalreview.com/2022/05/bidens-covid-policy-is-incoherent-but-thats-politics/
[1] https://twitter.com/ritafinocchi/status/1528513249213390850
[1] https://twitter.com/lanettecrandall/status/1528669109319348226
[1] https://www.lohud.com/story/news/health/2022/05/23/new-york-nursing-home-complaints-covid-database/9805631002/
[1] https://twitter.com/wcbs880/status/1528089343683960833
[1] https://www.dw.com/en/covid-digest-uk-government-broke-law-in-transferring-elderly-patients-to-care-homes/a-61603011
[1] https://www.nydailynews.com/news/politics/new-york-elections-government/ny-covid-cuomo-nursing-homes-donations-immunity-20210224-3zbcgphqynco7leqwkuhh4ssri-story.html
[1] https://www.morrissussexfamilypractice.com/general-3
[1] https://www.foxnews.com/us/air-force-cadets-refused-covid-vaccine-graduate-wont-receive-commissions
[1] https://thenationaldesk.com/news/health/3-covid-19-shots-offer-strong-protection-for-kids-under-the-age-of-5-pfizer-says-coronavirus-pandemic-babies-toddlers-preschoolers-can-my-child-get-a-covid-shot-united-states-food-and-drug-administration-moderna-biontech-fda-criteria-symptoms-antibodies

Top URLs in Tweet in G5:
[4] https://www.cnbc.com/2022/02/28/pfizer-covid-vaccine-was-just-12percent-effective-against-omicron-in-kids-5-to-11-study-finds.html
[2] https://www.pfizer.com/news/press-release/press-release-detail/pfizer-biontech-covid-19-vaccine-demonstrates-strong-immune#.Yot1GuCXsgA.twitter
[2] https://wtop.com/coronavirus/2022/05/pfizer-says-3-covid-shots-protect-children-under-5/
[2] https://www.theepochtimes.com/mkt_app/pfizer-moves-to-dismiss-lawsuit-from-covid-19-vaccine-trial-citing-prototype-agreement_4481422.html
[1] https://thehighwire.com/watch/
[1] https://twitter.com/RCUBED21/status/1527701831920410625
[1] https://www.nti.org/news/nti-bio-munich-security-conference-convene-global-leaders-annual-tabletop-exercise-reducing-high-consequence-biological-threats/
[1] https://www.theepochtimes.com/top-airline-pilot-suffers-cardiac-arrest-between-flights-post-mandatory-covid-vaccination_4477128.html?utm_source=ref_share&utm_campaign=tw&rs=SHRLF
[1] https://www.theepochtimes.com/pfizer-moves-to-dismiss-lawsuit-from-covid-19-vaccine-trial-citing-prototype-agreement_4481422.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://nypost.com/2020/11/09/cuomo-emerges-as-stumbling-block-to-pfizer-covid-19-vaccine-rollout/

Top URLs in Tweet in G7:
[3] https://investors.biontech.de/news-releases/news-release-details/pfizer-biontech-covid-19-vaccine-demonstrates-strong-immune
[1] https://www.nytimes.com/2022/05/16/opinion/covid-nasal-vaccine.html
[1] https://twitter.com/megtirrell/status/1528690786728124418
[1] https://twitter.com/megtirrell/status/1528692652446781441
[1] https://twitter.com/sblitagent/status/1528368646388695040

Top URLs in Tweet in G8:
[9] https://www.huffpost.com/entry/trump-county-covid-death-rates-more-than-twice-as-high_n_62893743e4b0415d4d782ad2
[3] https://acasignups.net/22/05/22/monthly-update-covid-death-rates-partisan-lean-vaccination-rate
[2] https://www.independent.co.uk/asia/east-asia/kim-jong-un-north-korea-covid-outbreak-b2085048.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1653305083
[1] https://www.independent.co.uk/news/world/americas/alex-jones-monkey-pox-conspiracy-b2085088.html
[1] https://twitter.com/realcryptosheet/status/1528098147754557441
[1] https://www.washingtonpost.com/health/2022/05/23/children-coronavirus-vaccine-pfizer-data/
[1] https://www.statnews.com/2022/05/24/paxlovid-rebound-has-covid-researchers-looking-for-theories/
[1] https://www.pfizer.com/news/press-release/press-release-detail/pfizer-biontech-covid-19-vaccine-demonstrates-strong-immune
[1] https://www.cdc.gov/smallpox/clinicians/transmission.html
[1] https://www.mdpi.com/2673-2688/3/2/27/htm

Top URLs in Tweet in G9:
[3] https://www.trip.com/
[3] https://trib.al/wyqr03g
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/germanys-vaccine-panel-says-one-covid-shot-enough-children-2022-05-24/?taid=628cbf695430b80001b73656&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/un-human-rights-chief-due-arrive-china-historic-visit-2022-05-23/?taid=628b74f25430b80001b70161&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/us/manhattan-return-to-office-plans-face-persistent-headwinds-over-covid-safety-2022-05-24/?taid=628c8aa67f522f0001587d53&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/china/beijing-ramps-up-covid-quarantine-shanghai-residents-decry-uneven-rules-2022-05-24/?taid=628c98b75430b80001b73059&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/china/chinas-weibo-bans-tripcom-co-founder-who-questioned-zero-covid-strategy-2022-05-24/?taid=628ca3459c851e00019ded84&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/markets/commodities/oil-prices-ease-concerns-over-recession-weaker-consumption-2022-05-24/?taid=628ca6ca9c851e00019dee39&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/china/taiwan-kept-covid-below-15000-cases-all-2021-now-it-has-80000-day-testing-its-2022-05-24/?taid=628caa4f7f522f00015882ed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.theguardian.com/technology/2022/may/24/airbnb-to-close-in-china-amid-repeated-covid-lockdowns?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1653375861

Top URLs in Tweet in G10:
[2] https://www.theepochtimes.com/aviation-associations-highlight-concerns-of-covid-19-vaccine-injuries-among-pilots-and-cabin-crew_4474835.html
[2] https://trib.al/vrlUlp2
[1] https://twitter.com/sunitapurimd/status/1528035828869615616
[1] https://twitter.com/jeffreyatucker/status/1529050271623561218
[1] https://www.nbcnews.com/politics/justice-department/biggest-fraud-generation-looting-covid-relief-program-known-ppp-n1279664
[1] https://twitter.com/PeteUK7/status/1528108237068939265
[1] https://www.cnn.com/2022/05/20/health/mrna-vaccine-technology-covid-19-durability/index.html
[1] https://cnn.it/3MXlH09
[1] https://trib.al/5FnPvmJ
[1] https://trib.al/CP1Y1qm

Top Domains
Top Domains in Tweet in Entire Graph:
[370] twitter.com
[52] co.uk
[49] theguardian.com
[42] trib.al
[42] com.br
[41] youtube.com
[40] nytimes.com
[26] huffpost.com
[23] theepochtimes.com
[22] reuters.com

Top Domains in Tweet in G1:
[108] twitter.com
[15] nytimes.com
[12] youtube.com
[11] blogspot.com
[9] com.br
[7] theguardian.com
[6] co.uk
[5] yahoo.com
[5] substack.com
[5] washingtonpost.com

Top Domains in Tweet in G2:
[10] planetes360.fr
[9] fda.gov
[8] twitter.com
[6] leparisien.fr
[4] lemediaen442.fr
[4] nih.gov
[3] globalcovidsummit.org
[2] go.com
[2] childrenshealthdefense.org
[2] senat.fr

Top Domains in Tweet in G3:
[17] theguardian.com
[12] twitter.com
[2] com.co
[2] msn.com
[2] orm.es
[1] paho.org
[1] iol.pt
[1] who.int
[1] tulsaworld.com
[1] nursingtimes.net

Top Domains in Tweet in G4:
[4] twitter.com
[2] nationalreview.com
[1] lohud.com
[1] dw.com
[1] nydailynews.com
[1] morrissussexfamilypractice.com
[1] foxnews.com
[1] thenationaldesk.com
[1] com.au

Top Domains in Tweet in G5:
[7] theepochtimes.com
[4] cnbc.com
[4] twitter.com
[4] pfizer.com
[2] cdc.gov
[2] wtop.com
[1] thehighwire.com
[1] nti.org
[1] nypost.com
[1] fda.gov

Top Domains in Tweet in G7:
[3] twitter.com
[3] biontech.de
[1] nytimes.com

Top Domains in Tweet in G8:
[9] huffpost.com
[3] co.uk
[3] twitter.com
[3] acasignups.net
[1] washingtonpost.com
[1] statnews.com
[1] pfizer.com
[1] cdc.gov
[1] mdpi.com
[1] respectfulinsolence.com

Top Domains in Tweet in G9:
[14] reuters.com
[6] sun-sentinel.com
[4] reut.rs
[3] trip.com
[3] bloomberg.com
[3] theguardian.com
[3] trib.al
[2] youtu.be
[2] medriva.com
[1] chtbl.com

Top Domains in Tweet in G10:
[4] trib.al
[4] abcn.ws
[3] twitter.com
[2] theepochtimes.com
[2] cnn.it
[1] nbcnews.com
[1] cnn.com
[1] theatlantic.com
[1] pnas.org
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[217] covid
[141] covid19
[62] longcovid
[50] covid_19
[46] monkeypox
[40] cuba
[24] varioledusinge
[21] 24mayıs2022
[21] 44705
[20] โควิด19



Top Hashtags in Tweet in G1:
[60] covid
[32] covid19
[12] datascience
[11] monkeypox
[11] datavisualization
[11] analytics
[11] healthtech
[11] data
[11] publichealth
[11] globalhealth

Top Hashtags in Tweet in G2:
[11] varioledusinge
[4] borne
[4] covid
[3] covid_19
[3] monkeypox
[2] guerreenukraine
[2] pénuries
[2] ovni
[2] ovnis
[2] billgatesbioterrorist

Top Hashtags in Tweet in G3:
[16] longcovid
[11] covid19
[6] pwlc
[6] tigray
[3] wha75
[3] longcovidkids
[3] supporthr6600
[3] allowaccesstotigray
[2] pandemia
[2] salud

Top Hashtags in Tweet in G4:
[1] covid

Top Hashtags in Tweet in G5:
[10] covid19
[4] mrna
[3] pfizer
[1] vaccine
[1] covaxin
[1] endcovidmonopolies
[1] onewordforpharma
[1] usafa
[1] lloydaustin
[1] truth

Top Hashtags in Tweet in G6:
[19] noolvidamos

Top Hashtags in Tweet in G7:
[1] noesunagripe
[1] covid
[1] longcovid

Top Hashtags in Tweet in G8:
[2] paxlovid
[2] urgencyofnormal
[2] coronaphobia
[1] paxlovidrebound

Top Hashtags in Tweet in G9:
[2] wef2022
[2] monkeypox
[2] covax
[2] nigeria
[2] benin
[2] changinglives
[2] covid
[1] foxnewsrundown
[1] podcast
[1] indonesia

Top Words
Top Words in Tweet in Entire Graph:
[7675] covid
[1710] 19
[719] people
[463] vaccine
[455] long
[405] pandemic
[402] more
[305] cdc
[297] pfizer
[297] monkeypox

Top Words in Tweet in G1:
[905] covid
[248] 19
[65] people
[60] #covid
[58] vaccine
[44] more
[43] pfizer
[42] children
[40] pandemic
[38] 2022

Top Words in Tweet in G2:
[215] covid
[57] vaccin
[47] f_philippot
[41] 19
[37] effets
[36] par
[34] scientifiques
[33] 2022
[32] secondaires
[31] plus

Top Words in Tweet in G3:
[128] covid
[71] please
[57] more
[49] borisjohnson
[48] doctor_oxford
[40] read
[39] don
[36] law
[35] express
[35] clearly

Top Words in Tweet in G4:
[229] covid
[169] biden
[168] tests
[161] citizens
[160] bucksexton
[160] cdc
[160] requires
[160] return
[160] country
[160] abroad

Top Words in Tweet in G5:
[59] covid
[26] vaccine
[23] pfizer
[19] jackposobiec
[18] positive
[18] vaccination
[17] tested
[17] breaking
[16] come
[16] near

Top Words in Tweet in G6:
[214] días
[205] hoy
[185] manuelrico
[152] hospital
[147] gobierno
[147] residentes
[144] ayuso
[143] aprobó
[143] protocolo
[143] impedía

Top Words in Tweet in G7:
[141] covid
[115] sblitagent
[98] long
[82] take
[81] today
[81] officially
[81] recognized
[81] cdc
[81] wanna
[81] second

Top Words in Tweet in G8:
[79] remember
[72] old
[70] enough
[70] public
[69] jdcocchiarella
[69] david
[69] perdue
[69] secretly
[69] sold
[69] millions

Top Words in Tweet in G9:
[100] covid
[21] reuters
[17] vaccine
[17] 19
[14] china
[12] during
[10] cases
[10] business
[10] people
[9] drugmaker

Top Words in Tweet in G10:
[54] covid
[22] generated
[20] 19
[17] people
[13] cnn
[13] two
[12] 000
[11] deaths
[11] stevedeaceshow
[11] media

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1657] covid,19
[332] long,covid
[185] manuelrico,hoy
[179] covid,tests
[163] covid,vaccine
[160] biden,cdc
[160] cdc,requires
[160] requires,covid
[160] tests,citizens
[160] citizens,return

Top Word Pairs in Tweet in G1:
[239] covid,19
[18] during,covid
[17] monkey,pox
[17] pfizer,covid
[14] covid,shots
[13] covid,vaccine
[13] children,under
[12] long,covid
[12] casos,covid
[12] 19,vaccine

Top Word Pairs in Tweet in G2:
[40] covid,19
[31] effets,secondaires
[29] 17,000
[23] variole,singe
[23] contre,covid
[22] sommet,scientifique
[22] scientifique,mondial
[22] mondial,covid
[22] covid,mai
[22] mai,2022

Top Word Pairs in Tweet in G3:
[35] express,more
[35] more,clearly
[35] clearly,borisjohnson
[35] borisjohnson,law
[35] law,breaking
[35] breaking,matters
[35] matters,please
[35] please,read
[35] read,please
[35] please,don

Top Word Pairs in Tweet in G4:
[160] biden,cdc
[160] cdc,requires
[160] requires,covid
[160] covid,tests
[160] tests,citizens
[160] citizens,return
[160] return,country
[160] country,abroad
[160] abroad,strand
[159] bucksexton,biden

Top Word Pairs in Tweet in G5:
[15] saw,jake
[15] jake,tapper
[15] tapper,tested
[15] tested,positive
[15] positive,covid
[15] covid,recently
[15] recently,refused
[15] refused,isolate
[15] isolate,staff
[15] staff,made

Top Word Pairs in Tweet in G6:
[185] manuelrico,hoy
[143] días,gobierno
[143] gobierno,ayuso
[143] ayuso,aprobó
[143] aprobó,protocolo
[143] protocolo,impedía
[143] impedía,trasladar
[143] trasladar,hospital
[143] hospital,residentes
[137] residentes,vulnerab

Top Word Pairs in Tweet in G7:
[94] long,covid
[81] today,officially
[81] officially,long
[81] covid,recognized
[81] recognized,cdc
[81] cdc,wanna
[81] wanna,take
[81] take,second
[81] second,explain
[81] explain,happening

Top Word Pairs in Tweet in G8:
[69] old,enough
[69] enough,remember
[69] remember,david
[69] david,perdue
[69] perdue,secretly
[69] secretly,sold
[69] sold,millions
[69] millions,dollars
[69] dollars,worth
[69] worth,stocks

Top Word Pairs in Tweet in G9:
[17] covid,19
[13] covid,vaccine
[9] drugmaker,astrazeneca
[9] astrazeneca,covid
[9] vaccine,vaxzevria
[9] vaxzevria,approved
[9] approved,european
[9] european,union
[9] union,bloc's
[9] bloc's,drugs

Top Word Pairs in Tweet in G10:
[20] covid,19
[11] generated,media
[11] media,coverage
[11] coverage,generated
[11] generated,ton
[11] ton,two
[11] two,columbia
[11] columbia,professors
[11] professors,write
[11] write,essay

Top Replied-To
Top Replied-To in Entire Graph:
@amyklobuchar
@potus
@sajidjavid
@beatriztalegon
@f_philippot
@chriscottonstat
@sblitagent
@cspanwj
@diazcanelb
@marcorubio

Top Replied-To in G2:
@f_philippot
@chriscottonstat
@dr_l_alexandre
@jesslovesmjk
@laprovence
@le_parisien
@banounhelene
@lspjerem
@55bellechasse
@doxys_

Top Replied-To in G3:
@sajidjavid
@mvankerkhove
@connordoner
@bbcbreaking
@chrisweir5
@sanjoseisanally
@hlgatell
@sirrogergale
@cv_cev
@ricardodgps

Top Replied-To in G4:
@chrishammy67
@bucksexton
@stevebenedict17
@andrewcuomo
@ctvtoronto
@thewatcher_no6

Top Replied-To in G5:
@docdeezwhat
@doctorlunge
@carlosdelrio7
@secdef
@testosteronman
@rickwhufc
@howrealislife
@repthomasmassie

Top Replied-To in G7:
@sblitagent
@susielindau
@lorrainedwilke
@mathesonvikki
@dhamerican
@doritodog1
@jeff_hink
@taemantiger
@williamogilvie1
@tingkun55

Top Replied-To in G8:
@independent
@peterhotez
@farid__jalali
@kassandrasdream
@gorskon
@jdcocchiarella
@charles_gaba

Top Replied-To in G9:
@foxnews
@jebbush
@unclelukereal1
@hunterharpy
@reuters
@pretty_bland
@spinnaker_10
@kyesh16
@dwntwnt
@wef

Top Replied-To in G10:
@cnn
@jamesflames55
@christinapushaw
@themattring
@johnjharwood
@doctorkarl
@texaslindsay
@bkdavs
@juliemason
@ewoodhouse7

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@bucksexton
@sblitagent
@rche_types
@jdcocchiarella
@who
@doctor_oxford
@borisjohnson
@diazcanelb
@loloverruled

Top Mentioned in G1:
@duncan_james66
@raj_p33
@nipfp_org_in
@johnbarnesuk
@spinatuit
@willgreggs
@bruce2bbruce
@maguyboivin

Top Mentioned in G2:
@f_philippot
@docteurpeb1
@jesslovesmjk
@gkierzek
@michelerivasi
@gabinjean3
@chriscottonstat
@banounhelene
@verity_france
@yvespdb

Top Mentioned in G3:
@who
@doctor_oxford
@borisjohnson
@sajidjavid
@hlgatell
@long_covid
@msmirandasawyer
@claudiashein
@bbcbreaking
@jon_trickett

Top Mentioned in G4:
@bucksexton
@janicedean
@andrewcuomo
@healthnygov
@charlescwcooke
@andrewbostom
@garretkramer
@cdnfreedomgirl
@carlheastie
@rontkim

Top Mentioned in G5:
@jackposobiec
@pfizer
@draseemmalhotra
@biontech_group
@us_fda
@cdcgov
@akheriaty
@epochtimes
@elonmusk
@p_mcculloughmd

Top Mentioned in G6:
@manuelrico
@fiscal_es
@jesusmarana
@errebreton

Top Mentioned in G7:
@sblitagent
@onekeys
@sukunabikona7
@datadrivenmd
@han_silvs
@rapica3
@susielindau
@viruses
@tm_quencher
@pgrecycles

Top Mentioned in G8:
@jdcocchiarella
@peterhotez
@independent
@charles_gaba
@theliamnissan
@drericding
@gorskon
@sabinehazanmd
@tmprowell
@sblitagent

Top Mentioned in G9:
@reuters
@business
@govrondesantis
@foxnews
@greenpeace
@worldbank
@vabvox
@wbg_health
@gavi
@amandalitman

Top Mentioned in G10:
@stevedeaceshow
@cnn
@drjbhattacharya
@abc
@doctorkarl
@rdns_tai
@cernovich
@carolinathinks
@fynn_fan
@rmconservative

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@ja8yum
@infoitinterno
@knewz_currently
@tesco
@americanair
@kompascom
@sunoticiero
@detikcom
@chidambara09

Top Tweeters in G1:
@infoitinterno
@knewz_currently
@sunoticiero
@infoapuntes
@republikaonline
@andyvermaut
@pparzival
@diariocontraste
@tempodotco
@beritasatu

Top Tweeters in G2:
@yvespdb
@le_parisien
@alek_aloha
@boxcalf1
@g0rille
@natpat6477
@poussantg
@gmirlt
@lepoint
@laprovence

Top Tweeters in G3:
@hazelglasgow
@ricardocipago
@josbondi
@hacketttom
@kevthecheff
@kingsmeadmrt
@saffiya_khan1
@bel_nagy
@robinhadley1
@cristyp2000

Top Tweeters in G4:
@jdjwhite54
@hopeeternall
@rollypoly31
@cielnow
@skynewsaust
@aghamilton29
@peterpalumbo1
@amywmigopteam
@wisconajb
@domenicadelia22

Top Tweeters in G5:
@realblack212
@newsweek
@waikikibeech
@cstu05
@nowthisnews
@beverlyera1
@epochtimes
@texasamerica
@vickideejay
@realpunkspirit

Top Tweeters in G6:
@manelsaa99
@mabelfigueruelo
@fitocorleone
@jrealjavireal
@ribes_pascual
@manssiniuno
@sllopisortega
@negropaez23
@65_rodero
@tavinchy06

Top Tweeters in G7:
@otakutokkai
@ayanekotunami
@nayasala
@oteachjohn
@itsweezie
@paj90s
@peakyhoosier
@dohbee
@graytommykent
@venillabean

Top Tweeters in G8:
@independent
@debr3322
@jcr914
@denniscardiff
@charles_gaba
@aplebeianlife
@cmcc1975
@tina12312
@jiminclwr
@larry_du_nord

Top Tweeters in G9:
@reuters
@business
@jrbkjrbk
@guardian
@tottenbill
@trumpwatchnews
@summer7570
@overunderclover
@foxnews
@vabvox

Top Tweeters in G10:
@zerohedge
@abc
@cnn
@pjmugs
@cernovich
@marinavanzyl
@johnjharwood
@debrahatesdonal
@ny1patriot
@rmconservative