COVID, Twitter, 1/1/2022 6:54:17 PM, 269312


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COVID_2022-01-01_00-18-01.xlsx
COVID_2022-01-01_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 01, 2022
Short Description:
COVID via NodeXL https://bit.ly/3eEKdn9
@symebros
@nikkifried
@nhsuk
@aqua_art
@sajidjavid
@gbnews
@mimi_lovinglife
@lisamarieboothe
@amoneyresists
@jedediahbila

Top hashtags:
#covid
#covid19
#omicron
#covid_19
#extraattemptforall
#coronavirus
#thalapathyvijay

Description:
Description
The graph represents a network of 12,157 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, 01 January 2022 at 08:34 UTC.

The requested start date was Saturday, 01 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, 29 December 2021 at 12:18 UTC to Friday, 31 December 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 : 12157
Unique Edges : 6635
Edges With Duplicates : 11742
Total Edges : 18377
Number of Edge Types : 5
Retweet : 5411
MentionsInRetweet : 6060
Tweet : 3863
Replies to : 1009
Mentions : 2034
Self-Loops : 3893
Reciprocated Vertex Pair Ratio : 0.00362236812316052
Reciprocated Edge Ratio : 0.00721858786374915
Connected Components : 4020
Single-Vertex Connected Components : 1035
Maximum Vertices in a Connected Component : 426
Maximum Edges in a Connected Component : 925
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 9.094943
Graph Density : 5.99943868098639E-05
Modularity : 0.572055
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,157 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, 01 January 2022 at 08:34 UTC.

The requested start date was Saturday, 01 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, 29 December 2021 at 12:18 UTC to Friday, 31 December 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:
[18] https://www.telegraph.co.uk/news/2021/05/14/scientists-admit-totalitarian-use-fear-control-behaviour-covid/
[7] https://www.cdc.gov/mmwr/volumes/70/wr/mm705152a1.htm?s_cid=mm705152a1_w
[7] https://www.lesechos.fr/monde/afrique-moyen-orient/israel-la-quatrieme-dose-du-vaccin-anti-covid-suspendue-1375396
[7] http://obamaschannel.blogspot.com/2021/12/lo-mejor-de-la-navidad.html?m=1
[6] https://www.nationalreview.com/news/aoc-spotted-in-miami-beach-as-nyc-reports-record-covid-cases/
[6] https://news.sky.com/story/covid-19-great-concern-amid-shortage-of-coronavirus-tests-before-new-years-eve-parties-as-system-may-need-to-be-constrained-further-12506244
[6] https://theethicalskeptic.com/2021/12/30/denial-of-early-covid-19-treatment-a-crime-against-humanity/
[5] https://www.zerohedge.com/covid-19/french-tennis-star-benoit-paire-rages-after-testing-positive-covid-250th-time
[5] https://www.scientificamerican.com/article/a-covid-vaccine-for-all/
[5] https://www.dailymail.co.uk/news/article-10355941/Biden-signs-137M-deal-COVID-test-factory-start-producing-83-3M-tests-month-late-2024.html

Top URLs in Tweet in G1:
[4] https://news.sky.com/story/covid-19-great-concern-amid-shortage-of-coronavirus-tests-before-new-years-eve-parties-as-system-may-need-to-be-constrained-further-12506244
[2] https://www.instagram.com/accounts/login/
[2] https://viuhapa.com/can-i-stay-away-from-work-if-i-am-worried-about-getting-covid-viu-hapa/
[2] https://www.msn.com/en-gb/news/uknews/hospitals-in-england-asked-to-look-for-up-to-4-000-emergency-covid-beds/ar-AASfKFH?ocid=msedgntp
[2] https://www.nytimes.com/live/2021/12/28/world/omicron-covid-vaccine-tests/omicron-variant-might-help-defend-against-delta-a-lab-study-suggests
[2] https://www.bbc.com/news/world-59814661
[2] https://www.news-medical.net/news/20211229/Exploring-the-importance-of-selenium-in-COVID-19-patients.aspx
[2] https://fusernews.com/reportan-203-nuevos-casos-de-covid-19-en-venezuela-durante-la-ultima-jornada/
[2] https://olive92.com/live-updates-covid-wave-dampens-new-year-observances-worldwide/
[2] https://www.gentside.com/sante/covid-19-olivier-veran-tacle-les-non-vaccines-des-personnalites-linsultent-sur-twitter_art101306.html

Top URLs in Tweet in G2:
[3] https://coronavirus-yellowcard.mhra.gov.uk/
[2] http://www.nhs.uk/CovidVaccination
[2] https://gov.uk/
[2] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/we-could-serious-problems-covid-22591494?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://safeedforall.com/mental-health/
[1] https://twitter.com/ClaireCozler/status/1476747019280699392
[1] https://www.express.co.uk/news/science/1543120/pfizer-pill-approved-uk-paxlovid-mhra-hospital-death-covid-cases-omicron-variant
[1] https://www.panoramictrial.org/
[1] https://www.gov.uk/government/news/oral-covid-19-antiviral-paxlovid-approved-by-uk-regulator
[1] https://www.bbc.co.uk/news/uk-59823652

Top URLs in Tweet in G3:
[3] https://www.mygov.in/covid-19
[1] https://www.news18.com/news/opinion/do-vaccines-work-against-omicron-is-it-as-deadly-as-delta-faqs-on-new-covid-variant-answered-4610621.html
[1] https://zeenews.india.com/hindi/india/covid-19-3rd-wave-community-transmission-of-coronavirus-omicron-cases-rise-in-delhi-mumbai-and-bihar/1059081

Top URLs in Tweet in G4:
[2] https://www.goodmorningamerica.com/news/story/cdc-isolation-guidance-ease-covid-related-flight-cancellations-81968778
[1] https://twitter.com/NikkiFried/status/1476306228095684608
[1] https://covid.cdc.gov/covid-data-tracker/#variant-proportions
[1] https://www.newsweek.com/ron-desantis-mia-critics-attack-florida-governor-silence-covid-1664331
[1] https://www.goodmorningamerica.com/news/story/celebrate-years-eve-safely-82003100
[1] https://www.goodmorningamerica.com/news/story/week-travel-woes-8000-flights-canceled-christmas-eve-82005931
[1] https://abcnews.go.com/Health/live-updates/coronavirus/?id=81952698
[1] https://trib.al/0ae8jld
[1] https://twitter.com/flyingwithsara/status/1476337502223056896
[1] https://www.fda.gov/medical-devices/coronavirus-covid-19-and-medical-devices/sars-cov-2-viral-mutations-impact-covid-19-tests

Top URLs in Tweet in G5:
[3] https://www.bfmtv.com/sante/covid-19-aux-etats-unis-les-hospitalisations-d-enfants-bondissent-en-raison-du-variant-omicron_AV-202112310138.html
[2] https://www.bfmtv.com/sante/en-direct-record-de-contaminations-pass-vaccinal-omicron-suivez-l-actualite-de-l-epidemie-de-covid-19-minute-par-minute_LN-202112290040.html#article_72639
[2] https://www.bfmtv.com/sante/en-direct-variant-omicron-le-masque-redevient-obligatoire-en-exterieur-a-paris-des-vendredi_LN-202112300028.html
[2] https://www.bfmtv.com/sante/covid-19-la-dose-de-rappel-protege-fortement-contre-les-formes-symptomatiques-et-severes_AN-202112310167.html
[2] https://www.lci.fr/societe/covid-19-coronavirus-pandemie-epidemie-la-piste-d-une-quatrieme-dose-derappel-de-vaccin-est-sur-la-table-affirme-alain-fischer-2205782.html?utm_medium=Social&utm_source=Twitter&Echobox=1640773307#xtor=CS5-113
[2] https://www.europe1.fr/societe/covid-19-foires-et-salons-pas-concernes-par-les-jauges-selon-jean-baptiste-lemoyne-4085212#utm_term=Autofeed&utm_medium=Social&xtor=CS1-16&utm_source=Twitter&Echobox=1640856110
[2] https://www.europe1.fr/sante/covid-19-lobligation-du-masque-en-exterieur-na-pas-de-sens-estime-gerald-kierzek-4085257#utm_term=Autofeed&utm_medium=Social&xtor=CS1-16&utm_source=Twitter&Echobox=1640866465
[1] https://www.nature.com/articles/s41467-021-26479-2?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_NRJournals
[1] https://www.bfmtv.com/sante/en-direct-record-de-contaminations-pass-vaccinal-omicron-suivez-l-actualite-de-l-epidemie-de-covid-19-minute-par-minute_LN-202112290040.html
[1] https://www.lequipe.fr/Tennis/Actualites/Benoit-paire-positif-au-covid-19-incertain-pour-l-open-d-australie/1307507

Top URLs in Tweet in G6:
[2] https://newsnodes.com/us
[1] https://twitter.com/BRILLER__613/status/1476712806590590977
[1] https://newsindia.tv/international/story/covid-19-breaks-old-record-in-new-york-figures-cross-1000-3739
[1] https://kimgoldbergx1.substack.com/p/mass-formation-how-the-left-got-duped
[1] https://www.dailymaverick.co.za/opinionista/2021-12-29-a-christmas-present-from-who-the-truth-about-how-covid-is-spread-and-what-to-do-about-it/
[1] https://twitter.com/AliNouriPhD/status/1476369203150077955
[1] https://twitter.com/vastleft/status/1476890250156851250
[1] https://www.standard.co.uk/news/health/royal-london-hospital-disaster-mode-nhs-b596196.html?amp
[1] https://twitter.com/chris27795627/status/1475396684314300423
[1] https://bylinetimes.com/2021/03/05/owner-firm-steve-dechan-awarded-275-million-covid-contracts-donates-thousands-conservatives/

Top URLs in Tweet in G8:
[2] https://www.wsj.com/articles/dangerous-push-to-give-boosters-to-teens-vacccine-covid-19-omicron-vaxx-requirement-mandate-11640107759
[1] https://www.fda.gov/medical-devices/coronavirus-covid-19-and-medical-devices/sars-cov-2-viral-mutations-impact-covid-19-tests
[1] https://buff.ly/3qwjfU0
[1] https://www.theatlantic.com/politics/archive/2021/05/liberals-covid-19-science-denial-lockdown/618780/
[1] https://www.usatoday.com/story/news/health/2021/12/14/covid-symptoms-40-coronavirus-cases-asymptomatic-study-finds/6495693001/
[1] https://www.defense.gov/News/Releases/Release/Article/2885655/dod-awards-1367-million-contract-to-milliporesigma-to-establish-domestic-produc/

Top URLs in Tweet in G9:
[4] https://www.ndtv.com/india-news/molnupiravir-the-covid-pill-for-india-what-we-know-2679943
[4] https://www.reuters.com/world/us/covid-19-hospitalization-surge-among-us-children-spurs-new-omicron-concerns-2021-12-30/?taid=61cda2c993d1920001cdef2f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ndtv.com/world-news/israel-leads-the-way-with-4th-covid-vaccine-for-vulnerable-2681701
[3] https://www.reuters.com/world/uk/britain-approves-pfizer-covid-19-pill-2021-12-31/?taid=61cef0cdef2b770001e49832&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/world/gloomy-new-year-many-covid-19-crashes-party-again-2021-12-31/?taid=61cef1edef2b770001e498c4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ndtv.com/india-news/coronavirus-mumbai-37-of-covid-19-cases-are-omicron-according-to-recent-sampling-2681518
[2] https://www.ndtv.com/india-news/covid-vaccines-are-disease-modifying-dont-prevent-infection-icmr-2679937
[2] https://www.reuters.com/world/uk/uks-johnson-says-people-without-covid-boosters-ending-up-hospital-2021-12-29/?taid=61cc4b6e93d1920001cdb6ed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/africa/moroccos-tough-covid-restrictions-hammer-tourism-sector-2021-12-31/?taid=61cef318ef2b770001e498d8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.theguardian.com/world/live/2021/dec/31/new-years-eve-2021-celebrations-around-the-world-amid-concern-over-covid-live-updates?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1640951548

Top URLs in Tweet in G10:
[2] https://www.foxbusiness.com/politics/biden-inks-137m-deal-for-covid-test-strip-factory-to-be-built-over-3-years
[1] https://www.dailymail.co.uk/news/article-10352531/Fox-News-Lisa-Marie-Boothe-talks-replace-McCain-View-refused-vaccine.html
[1] https://www.fda.gov/drugs/drug-safety-and-availability/fda-authorizes-regen-cov-monoclonal-antibody-therapy-post-exposure-prophylaxis-prevention-covid-19
[1] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-new-long-acting-monoclonal-antibodies-pre-exposure
[1] https://www.healthline.com/health-news/leaky-vaccines-can-produce-stronger-versions-of-viruses-072715
[1] https://twitter.com/andrew_croxford/status/1476209804666601472
[1] https://twitter.com/BallouxFrancois/status/1475567604504973318
[1] https://twitter.com/michaelzlin/status/1473818094573441030?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[312] twitter.com
[112] co.uk
[39] theguardian.com
[29] trib.al
[25] com.au
[24] reuters.com
[21] bit.ly
[20] youtube.com
[19] gov.uk
[14] blogspot.com

Top Domains in Tweet in G1:
[86] twitter.com
[15] co.uk
[11] com.br
[6] texas.gov
[5] theguardian.com
[5] youtube.com
[5] nytimes.com
[4] nypost.com
[4] sky.com
[4] apple.news

Top Domains in Tweet in G2:
[6] co.uk
[6] gov.uk
[3] nhs.uk
[2] twitter.com
[1] safeedforall.com
[1] panoramictrial.org
[1] miramarfl.gov

Top Domains in Tweet in G3:
[3] mygov.in
[1] news18.com
[1] india.com

Top Domains in Tweet in G4:
[4] twitter.com
[4] goodmorningamerica.com
[2] cdc.gov
[1] newsweek.com
[1] go.com
[1] trib.al
[1] fda.gov
[1] npr.org

Top Domains in Tweet in G5:
[11] bfmtv.com
[4] europe1.fr
[2] lequipe.fr
[2] gouv.fr
[2] lci.fr
[1] nature.com
[1] worldcouncilforhealth.org
[1] lefigaro.fr
[1] lemonde.fr
[1] ourworldindata.org

Top Domains in Tweet in G6:
[5] twitter.com
[4] bylinetimes.com
[2] newsnodes.com
[1] newsindia.tv
[1] substack.com
[1] co.za
[1] co.uk
[1] net.au
[1] uni.cf
[1] enfermeria21.com

Top Domains in Tweet in G8:
[2] wsj.com
[1] fda.gov
[1] buff.ly
[1] theatlantic.com
[1] usatoday.com
[1] defense.gov

Top Domains in Tweet in G9:
[14] reuters.com
[11] ndtv.com
[11] com.au
[5] trib.al
[3] net.au
[2] reut.rs
[2] theguardian.com
[2] wsj.com
[1] nyti.ms
[1] msn.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] foxbusiness.com
[2] fda.gov
[1] co.uk
[1] healthline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[246] covid
[183] covid19
[70] omicron
[62] covid_19
[21] extraattemptforall
[20] coronavirus
[18] thalapathyvijay
[18] master
[16] auspol
[15] passevaccinal



Top Hashtags in Tweet in G1:
[46] covid
[34] covid19
[13] covid_19
[11] omicron
[7] coronavirus
[6] health
[6] contigochv
[4] india
[4] omicronvariant
[4] ndtvexclusive

Top Hashtags in Tweet in G2:
[5] covid19
[2] paxlovid
[2] vaccine
[2] vaccination
[2] jcvi
[1] safeedforall
[1] makeschoolssafe
[1] mhrayellowcard
[1] everyreportcounts
[1] johnsonoutnow

Top Hashtags in Tweet in G3:
[19] extraattemptforall
[13] upscextraattempt
[9] unite2fightcorona
[7] indiafightscorona
[3] upelections2022
[2] harghardastak
[1] gtuonlineexam

Top Hashtags in Tweet in G4:
[11] covid19
[9] whereisron
[7] omicron
[2] demvoice1
[2] ces2022
[2] covid
[2] omicronvariant
[1] dontlookup
[1] cdcirresponsible
[1] cdnpoli

Top Hashtags in Tweet in G5:
[2] covid19
[2] autotest
[2] pcr
[2] optsd
[2] 4edose
[2] vaccin
[1] nba

Top Hashtags in Tweet in G6:
[7] covid
[7] covid19
[5] longcovid
[4] omicron
[4] immuni
[3] publichealthmeasures
[3] covidtesting
[3] covid_19
[3] omicronvariant
[3] omicronisairborne

Top Hashtags in Tweet in G8:
[1] mypresident

Top Hashtags in Tweet in G9:
[9] covid
[4] ndtvexclusive
[3] omicron
[2] justin
[2] london
[2] covid19
[1] morrison

Top Hashtags in Tweet in G10:
[1] whereisron

Top Words
Top Words in Tweet in Entire Graph:
[9187] covid
[1736] 19
[643] people
[573] cases
[393] omicron
[379] positive
[366] more
[354] year
[339] test
[315] vaccine

Top Words in Tweet in G1:
[1027] covid
[250] 19
[62] cases
[51] people
[51] 2021
[46] #covid
[40] positive
[40] year
[39] omicron
[36] vaccine

Top Words in Tweet in G2:
[104] covid
[28] doctor_oxford
[26] borisjohnson
[20] sajidjavid
[14] enough
[14] 19
[13] stephtaitwrites
[13] hospital
[12] today
[12] nhs

Top Words in Tweet in G3:
[67] covid
[29] स
[22] क
[22] year
[21] 19
[20] cases
[19] র
[19] #extraattemptforall
[19] last
[16] narendramodi

Top Words in Tweet in G4:
[92] covid
[32] people
[30] vaccines
[24] florida
[21] jasmineforhd108
[18] vaccinated
[18] against
[17] catching
[17] 19
[15] thread

Top Words in Tweet in G5:
[77] covid
[31] vont
[28] demain
[28] certains
[28] choper
[28] vih
[28] soirée
[28] quelle
[28] performance
[27] yamsacm

Top Words in Tweet in G6:
[67] covid
[20] 19
[14] cases
[12] bnodesk
[12] jamesmelville
[10] million
[10] transmission
[10] learn
[10] live
[9] year

Top Words in Tweet in G7:
[76] covid
[62] both
[33] unvaccinated
[32] vaccinated
[31] toure
[31] saw
[31] tweet
[31] saying
[31] catch
[31] doctor

Top Words in Tweet in G8:
[78] covid
[30] today
[26] mrsjmdk
[25] sister
[25] appointment
[25] test
[25] testing
[25] place
[25] closed
[25] everyone

Top Words in Tweet in G9:
[73] covid
[45] 19
[24] cases
[19] omicron
[16] people
[15] reuters
[14] year
[12] australia
[11] hospital
[11] sbsnews

Top Words in Tweet in G10:
[62] covid
[31] people
[16] symptoms
[16] vaccinated
[15] little
[15] over
[15] month
[15] ago
[15] shut
[15] down

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1672] covid,19
[231] covid,cases
[170] positive,covid
[159] tested,positive
[149] covid,test
[123] casos,covid
[104] contra,covid
[95] pasaporte,covid
[89] covid,vaccines
[88] 19,cases

Top Word Pairs in Tweet in G1:
[247] covid,19
[20] covid,cases
[19] casos,covid
[17] positive,covid
[14] covid,test
[14] contra,covid
[13] 19,cases
[12] covid,vaccine
[8] 19,vaccine
[8] getting,covid

Top Word Pairs in Tweet in G2:
[14] covid,19
[10] we've,hearing
[10] hearing,reassuring
[10] reassuring,talk
[10] talk,mini
[10] mini,nightingales
[10] nightingales,cope
[10] cope,surging
[10] surging,covid
[10] covid,well

Top Word Pairs in Tweet in G3:
[21] covid,19
[17] last,year
[10] relief,aspirants
[8] #extraattemptforall,#upscextraattempt
[8] covid,cases
[7] #indiafightscorona,#unite2fightcorona
[7] সম,পর
[7] পর,ক
[7] during,covid
[7] corona,relief

Top Word Pairs in Tweet in G4:
[17] catching,covid
[17] covid,19
[15] thread,vaccines
[15] vaccines,vaccinated
[15] vaccinated,people
[15] people,catching
[15] covid,vaccines
[15] vaccines,developed
[15] developed,against
[14] jasmineforhd108,thread

Top Word Pairs in Tweet in G5:
[28] demain,certains
[28] certains,vont
[28] vont,choper
[28] choper,covid
[28] covid,vih
[28] vih,soirée
[28] soirée,quelle
[28] quelle,performance
[27] yamsacm,demain
[19] covid,19

Top Word Pairs in Tweet in G6:
[17] covid,19
[10] learn,live
[5] covid,update
[5] dutch,economist
[5] economist,robin
[5] robin,fransman
[5] fransman,founder
[5] founder,anti
[5] anti,lockdown
[5] lockdown,group

Top Word Pairs in Tweet in G7:
[31] saw,tweet
[31] tweet,saying
[31] saying,both
[31] both,vaccinated
[31] vaccinated,unvaccinated
[31] unvaccinated,catch
[31] catch,covid
[31] covid,doctor
[31] doctor,responded
[31] responded,both

Top Word Pairs in Tweet in G8:
[25] sister,appointment
[25] appointment,today
[25] today,covid
[25] covid,test
[25] test,covid
[25] covid,testing
[25] testing,place
[25] place,closed
[25] closed,everyone
[25] everyone,working

Top Word Pairs in Tweet in G9:
[45] covid,19
[13] 19,cases
[8] spread,covid
[7] shortened,quarantines
[7] quarantines,pose
[7] pose,risk
[7] risk,people
[7] people,go
[7] go,spread
[7] 19,isolation

Top Word Pairs in Tweet in G10:
[15] little,over
[15] over,month
[15] month,ago
[15] ago,shut
[15] shut,down
[15] down,labeled
[15] labeled,misinformation
[15] misinformation,network
[15] network,tv
[15] tv,vaccinated

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@mediavenir
@gary4govsc
@rwranglebury
@lci
@bfmtv
@mansukhmandviya
@vanathibjp
@dwuhlfelderlaw
@jaxfan112

Top Replied-To in G1:
@subnormaliacat

Top Replied-To in G2:
@sajidjavid
@borisjohnson
@doctor_oxford
@10downingstreet
@alanmcn1
@dminghella
@gbnews
@i_petersen
@trisha_f_2579
@fanaticrealist

Top Replied-To in G3:
@mansukhmandviya
@vanathibjp
@rahulsharmabw
@connect2tanisha
@pibmumbai
@shilpab67296764
@rahulgandhi
@nandkrchoudhry7
@prudentgoa

Top Replied-To in G4:
@dwuhlfelderlaw
@nikkifried
@cermwgpsue
@acweyand
@cdcgov
@morning_joe
@therecount
@pensivemusings
@kellda

Top Replied-To in G5:
@lci
@bfmtv
@cnews
@electre999
@simmonetj
@europe1
@hrm41606749
@juli_anne77
@anncathmoretti
@boutaour

Top Replied-To in G6:
@bbcworld
@jamesmelville
@steveirons
@mikegalsworthy
@_rudykipling
@tepperleen
@michaelrosenyes

Top Replied-To in G7:
@grahamwalker

Top Replied-To in G8:
@potus
@martymakary
@kristinoem
@negricari
@chuck_ferrer
@ja__abby

Top Replied-To in G9:
@drkerrynphelps
@rob2victory
@gbnews
@woodybrum
@cpenguina
@skane2600
@amapresident

Top Replied-To in G10:
@redsteeze
@lisamarieboothe
@dyslexicsrus
@monicagandhi9
@theeliklein

Top Mentioned
Top Mentioned in Entire Graph:
@benshapiro
@manuelrico
@drelidavid
@toure
@yamsacm
@locuralamia
@earthangeleve
@doctor_oxford
@yourenotapanda
@mrsjmdk

Top Mentioned in G1:
@erlesen
@lai_dama
@gsnoticiascol
@twoface632
@el_niiiiicooooo
@cronicaglobal
@carrillonavasg
@ddurwent
@_dizilover_

Top Mentioned in G2:
@doctor_oxford
@borisjohnson
@sajidjavid
@stephtaitwrites
@dminghella
@nhsuk
@mhragovuk
@pfizer
@dgurdasani1
@leilanidowding

Top Mentioned in G3:
@narendramodi
@pmoindia
@mohfw_india
@nsitharaman
@rajnathsingh
@sudhirgparmar
@mansukhmandviya
@doptgoi
@drjitendrasingh
@myogiadityanath

Top Mentioned in G4:
@jasmineforhd108
@nikkifried
@cdcgov
@drericding
@dwuhlfelderlaw
@gma
@removeron
@cdcdirector
@mtosterholm
@delta

Top Mentioned in G5:
@yamsacm
@bfmtv
@pierre_gtil
@olivierveran
@lequipe
@cnews
@sante_gouv
@europe1
@lci
@flo_bzh29

Top Mentioned in G6:
@bnodesk
@jamesmelville
@who
@bts_twt
@un
@unicef
@jujuliagrace
@allthecitizens
@jljcolorado
@everydoctoruk

Top Mentioned in G7:
@toure
@occupydemocrats
@grahamwalker
@weinsteinlaw
@mikevcella
@out5p0ken
@nathaliejacoby1
@tiredunionnurse
@integrityishard

Top Mentioned in G8:
@mrsjmdk
@fda
@martymakary
@potus
@us_fda
@benshapiro
@cwebbonline
@seccardona
@whodat9nola
@audiomagnate

Top Mentioned in G9:
@reuters
@sbsnews
@ndtv
@scottmorrisonmp
@wsj
@gbnews
@ndtvfeed
@apfactcheck
@ap
@andreweborn

Top Mentioned in G10:
@jedediahbila
@michell92668981
@lisamarieboothe
@jackposobiec
@ballouxfrancois
@redsteeze
@agirlhasnogoats
@amoneyresists
@theeliklein
@alwaystheself

Top Tweeters
Top Tweeters in Entire Graph:
@infoitsport
@filafresh
@threadreaderapp
@rashidaldosari
@danielpilotte1
@detikcom
@medicinehelp
@rk70534
@lennaleprena
@unoticias

Top Tweeters in G1:
@infoitsport
@medicinehelp
@elpoliticonews
@cpa_breda
@newsfilterio
@camz99
@gg3428
@sinaronline
@medical_news_j
@marketsday

Top Tweeters in G2:
@npazderski
@hacketttom
@pennytindall
@jeromethegnome
@firehorsep
@domdyer70
@jgraddon
@topazlight
@artboy1
@acgrayling

Top Tweeters in G3:
@the_hindu
@sanatni_hindu
@tv9gujarati
@pib_india
@bjp4india
@zee24kalak
@thewire_in
@inishant4
@payalbhayana
@incindia

Top Tweeters in G4:
@filafresh
@delta
@evankirstel
@rosenchild
@brandonmscales
@pebblegreen2
@palomacreative
@algierslady
@gma
@joyannreid

Top Tweeters in G5:
@bfmtv
@ngourd
@europe1
@nordsud6213
@kitty_maggy
@cnews
@lequipe
@gauthiert
@christiandomine
@florencemehrez

Top Tweeters in G6:
@dailymirror
@godandthebear
@juliecuninghame
@bbcworld
@michaelrosenyes
@folucar
@arianrhod11
@frank3davies
@noplaceforsheep
@jiminimis

Top Tweeters in G7:
@bookcrossingfan
@drb4eva
@laurajmg
@out5p0ken
@pecriel
@pedroiafan
@richardcruzc
@deecee110gmail
@jim_zakany
@paulinetourlady

Top Tweeters in G8:
@ateacher97
@spoonhead8
@aadaamaa20
@amztlshhda
@honeytellastory
@negricari
@audiomagnate
@iwantmynbn
@jessy_uzorr
@scottpresler

Top Tweeters in G9:
@rashidaldosari
@world_news_eng
@3wombats
@ndtv
@reuters
@carolymorrisse1
@wsj
@ndtvfeed
@syawal
@ap

Top Tweeters in G10:
@berna_bm
@bobbyd0414
@amoneyresists
@foxbusiness
@gixrard
@alwaystheself
@redsteeze
@jackposobiec
@mywordsmarked
@guydemory


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