COVID, Twitter, 1/3/2022 10:40:09 AM, 269336


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COVID_2022-01-03_01-23-49.xlsx
COVID_2022-01-03_01-23-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2022
Short Description:
COVID via NodeXL https://bit.ly/3eMnO7u
@nikkifried
@lisamarieboothe
@mimi_lovinglife
@jedediahbila
@amoneyresists
@missydemeanor29
@borisjohnson
@redsteeze
@fjbandfauci
@aqua_art

Top hashtags:
#covid
#covid19
#covid_19
#omicron
#valimai
#extraattemptforall

Description:
Description
The graph represents a network of 11,742 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, 03 January 2022 at 09:45 UTC.

The requested start date was Monday, 03 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 Thursday, 30 December 2021 at 12:18 UTC to Saturday, 01 January 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 : 11742
Unique Edges : 6182
Edges With Duplicates : 11849
Total Edges : 18031
Number of Edge Types : 5
Retweet : 5489
MentionsInRetweet : 6086
Tweet : 3753
Replies to : 977
Mentions : 1726
Self-Loops : 3787
Reciprocated Vertex Pair Ratio : 0.00375763269140442
Reciprocated Edge Ratio : 0.00748713149274684
Connected Components : 3887
Single-Vertex Connected Components : 989
Maximum Vertices in a Connected Component : 379
Maximum Edges in a Connected Component : 830
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.274299
Graph Density : 6.20036633226614E-05
Modularity : 0.563043
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,742 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, 03 January 2022 at 09:45 UTC.

The requested start date was Monday, 03 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 Thursday, 30 December 2021 at 12:18 UTC to Saturday, 01 January 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:
[16] https://www.telegraph.co.uk/news/2021/05/14/scientists-admit-totalitarian-use-fear-control-behaviour-covid/
[7] https://www.telegraph.co.uk/news/2021/12/31/irrational-ruin-lives-save-nhs/
[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
[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
[5] https://www.zerohedge.com/covid-19/psychological-cruelty-denying-natural-immunity
[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.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
[2] https://analisisurbano.org/colombia-cierra-el-2021-a-las-puertas-de-la-cuarta-ola-de-contagios-de-covid/182552/
[2] https://triblive.com/lifestyles/food-drink/surging-covid-prompts-some-pittsburgh-area-restaurants-to-cancel-holiday-service/?+-+Morning+Headlines

Top URLs in Tweet in G2:
[2] https://www.dailymail.co.uk/news/article-10352697/England-Covid-patients-number-SEVEN-TIMES-lower-devastating-second-wave.html?ito=social-twitter_dailymailUK
[2] https://trib.al/U8tscL0
[2] https://coronavirus-yellowcard.mhra.gov.uk/
[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://www.panoramictrial.org/
[1] https://www.dailymail.co.uk/news/article-10359549/SAJID-JAVID-Im-acutely-aware-cost-curbs-try-live-Covid.html
[1] https://www.theguardian.com/world/2021/dec/31/im-a-uk-covid-scientist-heres-a-sample-of-the-abuse-in-my-inbox
[1] https://twitter.com/ONS/status/1476886507776618500
[1] https://www.cambridge-news.co.uk/news/uk-world-news/covid-common-side-effects-booster-22504129

Top URLs in Tweet in G4:
[1] https://twitter.com/l3onx/status/1475758427213336579
[1] https://twitter.com/Surabees/status/1476651970404433921
[1] https://twitter.com/andrewbostom/status/1476840916027588608
[1] https://twitter.com/tigergyroscope/status/1474495052424843264
[1] https://twitter.com/FLSurgeonGen/status/1475986674744180742
[1] https://rwmalonemd.substack.com/p/covid-19-today?r=ta0o1&utm_campaign=post&utm_medium=web
[1] https://gettr.com/post/pkrl087116

Top URLs in Tweet in G5:
[2] https://www.rawstory.com/who-warns-of-tsunami-as-omicron-fuels-record-surges/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.politico.com/news/2021/12/30/marines-kick-out-troops-covid-vaccine-526266?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nbcnews.com/politics/politics-news/florida-democrats-blast-mia-gov-ron-desantis-covid-cases-surge-n1286785
[1] https://twitter.com/NikkiFried/status/1476306228095684608
[1] https://twitter.com/flyingwithsara/status/1476337502223056896
[1] https://hillreporter.com/with-no-sense-of-irony-or-shame-gov-greg-abbott-asks-for-femas-help-to-stop-covid-spread-in-texas-121345
[1] https://www.politicalflare.com/2021/12/desantis-hasnt-been-seen-for-two-weeks-white-hot-rumor-torches-net-that-he-has-serious-case-of-covid/?utm_source=dlvr.it&utm_medium=twitter
[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://twitter.com/adamnpeck/status/1476573781250527234

Top URLs in Tweet in G6:
[2] https://trib.al/HNyyuRu
[2] https://www.wsj.com/articles/dangerous-push-to-give-boosters-to-teens-vacccine-covid-19-omicron-vaxx-requirement-mandate-11640107759
[2] https://www.foxbusiness.com/politics/biden-inks-137m-deal-for-covid-test-strip-factory-to-be-built-over-3-years
[1] https://www.defense.gov/News/Releases/Release/Article/2885655/dod-awards-1367-million-contract-to-milliporesigma-to-establish-domestic-produc/
[1] https://on.msnbc.com/3eAbG9r
[1] https://on.msnbc.com/3JpcagZ
[1] https://on.msnbc.com/3sIkIcR
[1] https://on.msnbc.com/3HrSQh7
[1] https://www.dailymail.co.uk/news/article-10352531/Fox-News-Lisa-Marie-Boothe-talks-replace-McCain-View-refused-vaccine.html
[1] https://thehill.com/opinion/healthcare/587767-abstinence-only-approach-to-covid-failed-in-2021-missed-opportunity-for

Top URLs in Tweet in G7:
[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

Top URLs in Tweet in G8:
[4] https://www.ndtv.com/india-news/molnupiravir-the-covid-pill-for-india-what-we-know-2679943
[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/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.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://trib.al/rRCACU3
[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/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 G9:
[7] https://www.cdc.gov/mmwr/volumes/70/wr/mm705152a1.htm?s_cid=mm705152a1_w
[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://www.who.int/news-room/questions-and-answers/item/coronavirus-disease-covid-19-how-is-it-transmitted
[1] https://twitter.com/jljcolorado/status/1476725398578901020
[1] https://www.latimes.com/business/story/2021-07-28/innova-pasaca-covid-17-antigen-test-british-uk-government
[1] https://twitter.com/ReicherStephen/status/1476546400888442880?s=20
[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://twitter.com/bmj_latest/status/1476525979237588994

Top URLs in Tweet in G10:
[1] https://dailysceptic.org/2022/01/01/sajid-javid-says-new-restrictions-unlikely-as-england-wakes-up-from-hangover/
[1] https://dailysceptic.org/2021/12/31/major-oxford-study-into-vaccine-side-effects-finds-myocarditis-risk-in-younger-males-up-to-14-times-higher-after-vaccination-than-after-infection/
[1] http://www.msn.com/en-gb/news/world/covid-reaches-the-antarctic-polar-researchers-report-outbreak-at-remote-station/ar-AAShK1e?ocid=st

Top Domains
Top Domains in Tweet in Entire Graph:
[318] twitter.com
[111] co.uk
[46] theguardian.com
[32] com.au
[24] trib.al
[21] youtube.com
[20] bit.ly
[19] reuters.com
[18] sky.com
[17] gov.uk

Top Domains in Tweet in G1:
[94] twitter.com
[18] co.uk
[9] com.br
[8] informazione.it
[6] msn.com
[6] texas.gov
[5] nytimes.com
[5] theguardian.com
[4] sky.com
[4] apple.news

Top Domains in Tweet in G2:
[9] co.uk
[5] gov.uk
[3] twitter.com
[2] trib.al
[1] panoramictrial.org
[1] theguardian.com
[1] nhs.uk
[1] safeedforall.com
[1] miramarfl.gov

Top Domains in Tweet in G4:
[5] twitter.com
[1] substack.com
[1] gettr.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] rawstory.com
[2] politico.com
[2] cdc.gov
[1] nbcnews.com
[1] hillreporter.com
[1] politicalflare.com
[1] newsweek.com
[1] nationalreview.com
[1] npr.org

Top Domains in Tweet in G6:
[4] msnbc.com
[3] trib.al
[2] wsj.com
[2] twitter.com
[2] foxbusiness.com
[2] fda.gov
[1] defense.gov
[1] co.uk
[1] thehill.com
[1] buff.ly

Top Domains in Tweet in G7:
[1] news18.com

Top Domains in Tweet in G8:
[11] ndtv.com
[11] reuters.com
[11] com.au
[7] trib.al
[3] net.au
[2] theguardian.com
[2] wsj.com
[1] twitter.com
[1] reut.rs
[1] nyti.ms

Top Domains in Tweet in G9:
[7] cdc.gov
[6] twitter.com
[2] bmj.com
[1] co.za
[1] who.int
[1] latimes.com
[1] newsindia.tv
[1] co.uk
[1] theguardian.com
[1] bylinetimes.com

Top Domains in Tweet in G10:
[2] dailysceptic.org
[1] msn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] covid
[153] covid19
[95] covid_19
[62] omicron
[26] valimai
[22] extraattemptforall
[17] thalapathyvijay
[17] master
[16] whereisron
[15] auspol



Top Hashtags in Tweet in G1:
[48] covid
[29] covid19
[19] covid_19
[12] omicron
[7] coronavirus
[6] health
[6] contigochv
[5] india
[4] thirdwave
[4] omicronvariant

Top Hashtags in Tweet in G2:
[5] covid19
[4] covid
[2] paxlovid
[2] vaccine
[2] jcvi
[1] scottishindependence7
[1] factcheck
[1] safeedforall
[1] makeschoolssafe
[1] johnsonoutnow

Top Hashtags in Tweet in G5:
[9] whereisron
[6] covid
[6] covid19
[2] destupidest
[2] demvoice1
[1] medtwitter
[1] dontlookup
[1] cdcirresponsible

Top Hashtags in Tweet in G6:
[1] vaccinemandates
[1] research
[1] donotcomplyever
[1] covid19
[1] nationalnews
[1] worldnews
[1] whereisron
[1] mypresident

Top Hashtags in Tweet in G7:
[20] extraattemptforall
[14] upscextraattempt
[3] upelections2022
[2] harghardastak
[1] gtuonlineexam

Top Hashtags in Tweet in G8:
[7] covid
[3] omicron
[2] ndtvexclusive
[1] auspol
[1] morrison

Top Hashtags in Tweet in G9:
[4] covid19
[4] longcovid
[3] covax
[2] publichealthmeasures
[2] covidtesting
[2] covid
[2] covid_19
[2] omicron
[2] omicronvariant
[2] omicronisairborne

Top Words
Top Words in Tweet in Entire Graph:
[8957] covid
[1656] 19
[639] people
[578] cases
[452] year
[434] 2022
[358] positive
[356] tests
[354] more
[349] omicron

Top Words in Tweet in G1:
[973] covid
[219] 19
[66] cases
[57] year
[55] 2021
[49] people
[48] #covid
[45] 2022
[43] positive
[36] omicron

Top Words in Tweet in G2:
[106] covid
[29] sajidjavid
[28] doctor_oxford
[23] borisjohnson
[19] hospital
[16] nhs
[14] patients
[14] today
[14] cases
[13] ago

Top Words in Tweet in G3:
[124] negative
[124] things
[124] 2022
[124] covid
[124] tests
[123] swaggywille

Top Words in Tweet in G4:
[132] covid
[43] drelidavid
[31] dr
[30] malone
[27] wrong
[26] aginnt
[26] government
[26] banned
[26] people
[26] vaccines

Top Words in Tweet in G5:
[101] covid
[31] people
[28] florida
[28] vaccines
[23] vaccinated
[20] jasmineforhd108
[17] govrondesantis
[16] catching
[15] nikkifried
[14] cdcgov

Top Words in Tweet in G6:
[89] covid
[41] people
[23] fda
[19] symptoms
[19] vaccinated
[17] vaccine
[17] misinformation
[16] down
[16] little
[16] over

Top Words in Tweet in G7:
[60] covid
[22] year
[20] #extraattemptforall
[20] cases
[18] last
[17] aspirants
[17] 19
[16] narendramodi
[14] #upscextraattempt
[14] students

Top Words in Tweet in G8:
[94] covid
[42] 19
[26] cases
[19] omicron
[18] year
[14] hospital
[14] people
[12] reuters
[12] australia
[11] numbers

Top Words in Tweet in G9:
[60] covid
[17] 19
[12] data
[12] patients
[12] nhs
[12] england
[11] million
[10] hospital
[10] chrischirp
[10] children

Top Words in Tweet in G10:
[91] covid
[64] benshapiro
[32] once
[32] became
[32] clear
[32] fact
[32] pagan
[32] god
[32] visiting
[32] vengeance

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1590] covid,19
[248] covid,cases
[165] covid,tests
[160] tested,positive
[152] positive,covid
[140] 2022,covid
[124] negative,things
[124] things,2022
[123] swaggywille,negative
[108] covid,test

Top Word Pairs in Tweet in G1:
[212] covid,19
[23] covid,cases
[17] positive,covid
[14] casos,covid
[14] 19,cases
[13] covid,test
[10] covid,positive
[9] contra,covid
[9] covid,vaccine
[9] tested,positive

Top Word Pairs in Tweet in G2:
[10] sajidjavid,dailymailuk
[10] covid,19
[10] two,weeks
[10] weeks,ago
[10] we've,hearing
[10] hearing,reassuring
[10] reassuring,talk
[10] talk,mini
[10] mini,nightingales
[10] nightingales,cope

Top Word Pairs in Tweet in G3:
[124] negative,things
[124] things,2022
[124] 2022,covid
[124] covid,tests
[123] swaggywille,negative

Top Word Pairs in Tweet in G4:
[27] dr,malone
[24] netherlands,government
[24] government,banned
[24] banned,fireworks
[24] fireworks,punishment
[24] punishment,disobeying
[24] disobeying,covid
[24] covid,law
[24] law,people
[24] people,showed

Top Word Pairs in Tweet in G5:
[16] catching,covid
[14] covid,19
[14] thread,vaccines
[14] vaccines,vaccinated
[14] vaccinated,people
[14] people,catching
[14] covid,vaccines
[14] vaccines,developed
[14] developed,against
[13] jasmineforhd108,thread

Top Word Pairs in Tweet in G6:
[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 Word Pairs in Tweet in G7:
[17] covid,19
[17] last,year
[10] relief,aspirants
[8] during,covid
[8] #extraattemptforall,#upscextraattempt
[8] covid,cases
[7] corona,relief
[6] #upscextraattempt,#extraattemptforall
[6] year,portal
[6] portal,available

Top Word Pairs in Tweet in G8:
[42] covid,19
[13] 19,cases
[8] spread,covid
[7] prime,minister
[6] covid,cases
[6] shortened,quarantines
[6] quarantines,pose
[6] pose,risk
[6] risk,people
[6] people,go

Top Word Pairs in Tweet in G9:
[16] covid,19
[9] nhs,england
[9] million,covid
[7] remarkable,safety
[7] safety,gt
[7] gt,million
[7] covid,vaccinations
[7] vaccinations,children
[7] children,age
[7] age,11

Top Word Pairs in Tweet in G10:
[32] once,became
[32] became,clear
[32] clear,covid
[32] covid,fact
[32] fact,pagan
[32] pagan,god
[32] god,visiting
[32] visiting,vengeance
[32] vengeance,unwashed
[32] unwashed,trump

Top Replied-To
Top Replied-To in Entire Graph:
@sajidjavid
@mediavenir
@officialplt
@marcorubio
@bakhtawarbz
@gary4govsc
@potus
@rwranglebury
@bfmtv
@elonmusk

Top Replied-To in G1:

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

Top Replied-To in G4:
@danielrndmnmbrs
@kb052276
@mikehou82589509

Top Replied-To in G5:
@nikkifried
@dwuhlfelderlaw
@govrondesantis
@drericding
@removeron
@laurie_garrett
@cermwgpsue
@acweyand
@cdcgov
@morning_joe

Top Replied-To in G6:
@potus
@jackposobiec
@martymakary
@redsteeze
@lisamarieboothe
@msnbc
@kristinoem
@negricari
@chuck_ferrer
@dyslexicsrus

Top Replied-To in G7:
@vanathibjp
@mansukhmandviya
@rahulsharmabw
@connect2tanisha
@pibmumbai
@shilpab67296764
@rahulgandhi
@nandkrchoudhry7

Top Replied-To in G8:
@drkerrynphelps
@debwesteinde
@margaretthrosby
@yvettedath
@rob2victory
@youarelobbylud
@joedoesnews
@gbnews
@woodybrum
@cpenguina

Top Replied-To in G9:
@bbcworld
@shaunlintern
@danielrembrandt
@steveirons
@foleyjohnp

Top Replied-To in G10:
@benshapiro

Top Mentioned
Top Mentioned in Entire Graph:
@swaggywille
@benshapiro
@manuelrico
@drelidavid
@yourenotapanda
@jairbolsonaro
@toure
@yamsacm
@itisprashanth
@aginnt

Top Mentioned in G1:
@erlesen
@lai_dama
@gsnoticiascol
@ddurwent
@_dizilover_
@_colosalred_
@hubertjrz
@d0lly_gutz
@proindio

Top Mentioned in G2:
@doctor_oxford
@sajidjavid
@borisjohnson
@dailymailuk
@dminghella
@mhragovuk
@nhsuk
@bbcnews
@cmo_england
@awoodall19

Top Mentioned in G3:
@swaggywille

Top Mentioned in G4:
@drelidavid
@aginnt
@michaelpsenger
@thebradfordfile
@rwmalonemd
@donaldjtrumpjr
@elissaperkins
@assumptionuma
@assumptionprez
@mrddmia

Top Mentioned in G5:
@jasmineforhd108
@govrondesantis
@nikkifried
@cdcgov
@drericding
@chungk1031
@delta
@dwuhlfelderlaw
@removeron
@mtosterholm

Top Mentioned in G6:
@jedediahbila
@martymakary
@fda
@potus
@msnbc
@lisamarieboothe
@agirlhasnogoats
@michell92668981
@cnnbrk
@redsteeze

Top Mentioned in G7:
@narendramodi
@pmoindia
@nsitharaman
@rajnathsingh
@sudhirgparmar
@myogiadityanath
@doptgoi
@drjitendrasingh
@amitshah
@jpnadda

Top Mentioned in G8:
@reuters
@sbsnews
@scottmorrisonmp
@dom_perrottet
@youarelobbylud
@ndtv
@wsj
@gbnews
@ndtvfeed
@apfactcheck

Top Mentioned in G9:
@chrischirp
@who
@erictopol
@cdcmmwr
@bts_twt
@un
@unicef
@jljcolorado
@shaunlintern
@jolyonmaugham

Top Mentioned in G10:
@benshapiro
@toadmeister
@tvkev
@garethicke
@nataliegwinters
@bradjamin3

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@threadreaderapp
@rashidaldosari
@detikcom
@infoitcultura
@medicinehelp
@rk70534
@lennaleprena
@world_news_eng
@telesurtv

Top Tweeters in G1:
@caraotadigital
@infoitcultura
@medicinehelp
@elpoliticonews
@cpa_breda
@newsfilterio
@dev_discourse
@infoitsalute
@camz99
@michellecaissi1

Top Tweeters in G2:
@bbcnews
@telegraph
@hacketttom
@pennytindall
@dailymailuk
@janeygodley
@jeromethegnome
@rolynhome
@timmyvoe
@domdyer70

Top Tweeters in G3:
@stephthegroupie
@yoonmewmew
@graciejazmin
@strugglemanusia
@anushka_benari
@popdodd
@shnpablo
@sofilogon
@algareona
@henderymalfoy

Top Tweeters in G4:
@innovativehindu
@fabiomoraes
@deltacrook
@waikikibeech
@gamedina28
@antoniomonegro
@patrick_jonah
@ljcb12
@dispicable2020
@dfbharvard

Top Tweeters in G5:
@delta
@realtuckfrumper
@palomacreative
@chargrille
@tedward3870
@joefrancisco5
@carlala_74
@thewebbix
@theoldpeeps
@joyannreid

Top Tweeters in G6:
@ateacher97
@rodbamberry
@1_blk_beauty
@msnbc
@bobbyd0414
@amoneyresists
@foxbusiness
@truthswarm
@gixrard
@itunes65

Top Tweeters in G7:
@the_hindu
@tv9gujarati
@bjp4india
@zee24kalak
@thewire_in
@inishant4
@payalbhayana
@bjp4delhi
@incometaxindia
@bjp4up

Top Tweeters in G8:
@rashidaldosari
@world_news_eng
@3wombats
@ndtv
@reuters
@carolymorrisse1
@wsj
@ndtvfeed
@abcnews
@syawal

Top Tweeters in G9:
@bbcworld
@miftyjackson
@fascinatorfun
@jamdodger4
@noplaceforsheep
@jiminimis
@valerimelnyczuk
@ramblingproses
@nickreeves9876
@bylinetimes

Top Tweeters in G10:
@mjc_cook
@roosterpisces
@tvkev
@benshapiro
@venator_7
@hjacksonajh
@cj29933879
@kola_nick
@garethicke
@linneyannette


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