public health, Twitter, 3/8/2021 8:17:40 AM, 250329


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public health_2021-03-07_04-40-31.xlsx
public health_2021-03-07_04-40-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2021
Short Description:
public health via NodeXL https://bit.ly/2OA5Tqt
@chrislhayes
@cheridinovo
@yearcovid
@roman_baber
@deb_wils1531
@nytimes
@sheridan543
@19thpresident
@imgrund
@dfisman

Top hashtags:
#covid19
#covid
#publichealth
#nhs
#coronavirus
#budget
#health
#childlabouriscrime

Description:
Description
The graph represents a network of 9,749 Twitter users whose tweets in the requested range contained "public health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 March 2021 at 12:51 UTC.

The requested start date was Saturday, 06 March 2021 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, 47-minute period from Wednesday, 03 March 2021 at 11:28 UTC to Friday, 05 March 2021 at 12:15 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 : 9749
Unique Edges : 4988
Edges With Duplicates : 12251
Total Edges : 17239
Number of Edge Types : 5
Retweet : 5775
MentionsInRetweet : 7115
Replies to : 773
Tweet : 1541
Mentions : 2035
Self-Loops : 1575
Reciprocated Vertex Pair Ratio : 0.0113672580473813
Reciprocated Edge Ratio : 0.0224789915966387
Connected Components : 1829
Single-Vertex Connected Components : 509
Maximum Vertices in a Connected Component : 3679
Maximum Edges in a Connected Component : 7827
Maximum Geodesic Distance (Diameter) : 35
Average Geodesic Distance : 9.462719
Graph Density : 0.000100175462794854
Modularity : 0.575477
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 9,749 Twitter users whose tweets in the requested range contained "public health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 March 2021 at 12:51 UTC.

The requested start date was Saturday, 06 March 2021 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, 47-minute period from Wednesday, 03 March 2021 at 11:28 UTC to Friday, 05 March 2021 at 12:15 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 : public health
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:
[56] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[46] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[23] https://www.theatlantic.com/ideas/archive/2021/02/how-public-health-messaging-backfired/618147/
[20] https://www.macleans.ca/news/canada/good-job-bruce-the-guy-behind-north-americas-top-public-health-twitter-account/
[10] https://www.canada.ca/en/public-health/services/immunization/national-advisory-committee-on-immunization-naci/rapid-response-extended-dose-intervals-covid-19-vaccines-early-rollout-population-protection.html
[9] https://www.nytimes.com/2021/03/04/nyregion/cuomo-nursing-home-deaths.html
[6] https://www.theguardian.com/us-news/2021/mar/05/arkansas-black-sororities-fraternities-covid-vaccines
[6] https://www.cp24.com/news/toronto-and-peel-to-enter-grey-zone-of-covid-19-framework-retail-stores-can-reopen-1.5334881
[6] http://covid19-phwstatement.nhs.wales
[6] https://www.journaldemontreal.com/2021/03/02/un-autre-hotel-ferme-ses-portes-en-raison-de-la-pandemie-1?fbclid=IwAR0mcjUsCzqoUXdh8c6X1S_xwXvYraAz_SKN9d9sJYnRdT2jdemgJ13epXw

Top URLs in Tweet in G1:
[5] https://www.democracynow.org/2021/3/2/headlines/cdc_director_warns_against_states_rollback_of_coronavirus_public_health_measures
[1] https://www.cleveland.com/open/2021/03/gov-mike-dewine-provides-a-benchmark-for-removal-of-coronavirus-public-health-orders.html?utm_source=twitter&utm_medium=social&utm_campaign=cleve_sf
[1] https://abc11.com/10389078/
[1] https://themarkup.org/citizen-browser/2021/03/04/official-information-about-covid-19-is-reaching-fewer-black-people-on-facebook
[1] https://www.washingtonpost.com/health/2021/03/02/children-flu-deaths/
[1] https://www.beckershospitalreview.com/public-health/states-ranked-by-confirmed-covid-19-cases-july-1.html

Top URLs in Tweet in G2:
[5] https://www.theatlantic.com/ideas/archive/2021/02/how-public-health-messaging-backfired/618147/
[4] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[3] https://www.whitehouse.gov/briefing-room/press-briefings/2021/03/01/press-briefing-by-white-house-covid-19-response-team-and-public-health-officials-9/
[3] https://lfpress.com/news/local-news/top-public-health-docs-in-london-norfolk-get-six-figure-ot-pay
[3] http://www.mcrccandidatenews.com/PUBLIC-NOTICES-ORG--NEWS.html
[2] https://apnews.com/article/joe-biden-pandemics-public-health-health-coronavirus-pandemic-35a1e534f83860a074f09b85eadbaa71
[2] https://www.macleans.ca/news/canada/good-job-bruce-the-guy-behind-north-americas-top-public-health-twitter-account/
[2] https://news.yahoo.com/colorado-lawmakers-hear-bill-doxing-011103017.html
[2] https://go.umd.edu/givesph
[2] https://twitter.com/GregAbbott_TX/status/1366846908480815106

Top URLs in Tweet in G3:
[1] https://www.asa.org.uk/rulings/easy-shopping-4-home-ltd-cas-599607-q7j8x2.html
[1] https://www.bbc.com/news/uk-51729647
[1] https://www.express.co.uk/news/uk/1248073/coronavirus-london-uk-news-face-masks-coronavirus-advice-public-health-england
[1] https://www.reuters.com/article/us-health-coronavirus-slovakia-idUSKCN2AS0QS
[1] https://theconversation.com/budget-2021-strip-away-pandemic-largesse-and-uk-is-banking-on-recovery-with-no-extra-public-spending-156420
[1] https://amp.theguardian.com/world/2021/mar/03/covid-deaths-high-in-countries-with-more-overweight-people-says-report?__twitter_impression=true
[1] https://www.shaap.org.uk/blog/332-alcohol-monopolies.html
[1] https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(21)00031-6/fulltext?utm_campaign=tlcoronavirus21&utm_content=156339985&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292

Top URLs in Tweet in G4:
[4] https://torontosun.com/news/local-news/toronto-public-health-moderates-child-isolation-guidelines
[2] https://tnc.news/2021/03/03/furey-public-health-officials-are-not-perfect/
[1] https://twitter.com/hughes_eilir/status/1367590097663651843
[1] https://torontosun.com/news/provincial/experts-call-peel-guidelines-to-place-children-in-solitary-quarantine-cruel-punishment
[1] https://zachbushmd.com/what-happened-last-year-replay
[1] https://twitter.com/greg_tolan/status/1367233298691469314
[1] https://www.cdc.gov/cpr/zombie/index.htm
[1] https://twitter.com/davidjthunder/status/1366803060710924288
[1] https://torontosun.com/news/provincial/ontario-backs-isolation-of-potentially-exposed-children-but-says-common-sense-needed
[1] https://twitter.com/birb_k/status/1366819044142297089

Top URLs in Tweet in G5:
[1] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/966665/Weekly_Flu_and_COVID-19_report_w9.pdf
[1] https://www.kingsfund.org.uk/blog/2021/02/spring-budget-2021
[1] https://www.theguardian.com/world/2021/mar/03/covid-deaths-high-in-countries-with-more-overweight-people-says-report
[1] https://twitter.com/thedaily_expose/status/1367579199658209285
[1] https://twitter.com/BorisJohnson/status/1367389291391950849
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1001020
[1] https://www.ghwatch.org/sites/www.ghwatch.org/files/D3_0.pdf
[1] https://twitter.com/DailyMailUK/status/1367557987552927745
[1] https://www.bbc.co.uk/news/amp/health-56271627
[1] https://twitter.com/william80781539/status/1367232982390607875

Top URLs in Tweet in G6:
[1] https://twitter.com/wsjny/status/1367662180615782405
[1] https://www.nytimes.com/2021/03/04/nyregion/cuomo-nursing-home-deaths.html
[1] https://nyti.ms/3ba6lVm
[1] https://nyti.ms/3chFCpt
[1] https://www.nytimes.com/2021/03/04/well/alcohol-cancer-risk.html
[1] https://twitter.com/charlesornstein/status/1367674163058606081
[1] https://www.wsj.com/articles/the-perpetual-covid-crisis-11614902148
[1] https://twitter.com/TracyBethHoeg/status/1366908094354124803
[1] https://www.pbs.org/newshour/health/public-needs-to-wear-masks-for-several-several-months-fauci-says
[1] https://www.nytimes.com/2021/02/19/business/privacy-open-data-public.html

Top URLs in Tweet in G7:
[4] https://www.nytimes.com/2020/07/14/magazine/covid-19-public-health-texas.html
[2] https://twitter.com/BenjySarlin/status/1366897084415303682
[1] https://twitter.com/SecRaimondo/status/1367283307554222081
[1] https://www.beckershospitalreview.com/public-health/states-ranked-by-percentage-of-covid-19-vaccines-administered.html
[1] https://twitter.com/vabvox/status/1367026239911964679
[1] https://www.washingtonpost.com/nation/2021/03/05/coronavirus-covid-live-updates-us/
[1] https://twitter.com/frakermonica/status/1367200287967088640
[1] https://twitter.com/SenSanders/status/1367215301125881872
[1] https://buff.ly/2O3o47V
[1] https://twitter.com/GovAbbott/status/1366843339836977165?s=20

Top URLs in Tweet in G8:
[1] https://twitter.com/rowlsmanthorpe/status/1365334414708920321
[1] https://twitter.com/robpowellnews/status/1367394416080617476
[1] https://www.theguardian.com/world/2021/mar/01/tory-linked-pr-firm-hired-provide-test-and-trace-reputation-management-covid
[1] https://labour.org.uk/press/chancellor-buries-30bn-cut-to-department-of-health-and-social-care-budgets/
[1] https://twitter.com/lewis_goodall/status/1367115240161349638
[1] https://twitter.com/goddeketal/status/1366752754144796674
[1] https://twitter.com/we_ownit/status/1367053168899678208

Top URLs in Tweet in G9:
[1] https://cnn.it/3895SB4
[1] https://cnn.it/3b9CVqh
[1] https://cnn.it/3069Dm6
[1] https://cnn.it/3c3bAFP
[1] https://www.cnn.com/world/live-news/coronavirus-pandemic-vaccine-updates-03-03-21/index.html?utm_medium=social&utm_source=twCNN&utm_content=2021-03-04T03:20:06
[1] https://trib.al/009C5ic
[1] https://on.msnbc.com/38a6Ixk
[1] https://on.msnbc.com/3sKlxP0
[1] https://www.nytimes.com/2021/03/03/health/coronavirus-vaccination-transmission.html
[1] https://disinformationchronicle.substack.com/p/alex-berezow-hates-science-is-a-menace

Top URLs in Tweet in G10:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931035-7%2Ffulltext&rc=0
[1] https://www.gazettenet.com/Letter-Martin-Kulldorff-38124617
[1] https://twitter.com/JamesTodaroMD/status/1315809517926600705
[1] https://twitter.com/roccogalatilaw/status/1367593246386495489
[1] https://www.vox.com/science-and-health/2019/12/13/21004456/bill-gates-mckinsey-global-public-health-bcg
[1] https://www.wandsworth.gov.uk/health-and-social-care/public-health/coronavirus/lateral-flow-testing-faqs/#vaccine
[1] https://www.telegraph.co.uk/news/2021/03/03/exclusive-pupils-face-mask-apartheid-refuse-told-sit-back-class/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1614807429

Top Domains
Top Domains in Tweet in Entire Graph:
[313] twitter.com
[103] tableau.com
[75] co.uk
[40] bit.ly
[36] gov.uk
[30] nytimes.com
[30] theatlantic.com
[29] ac.uk
[28] org.uk
[25] canada.ca

Top Domains in Tweet in G1:
[5] democracynow.org
[1] cleveland.com
[1] abc11.com
[1] themarkup.org
[1] washingtonpost.com
[1] beckershospitalreview.com

Top Domains in Tweet in G2:
[91] twitter.com
[16] grantwatch.com
[13] co.uk
[6] gov.uk
[5] theatlantic.com
[4] yahoo.com
[4] thehill.com
[4] blogspot.com
[4] canada.ca
[4] linkedin.com

Top Domains in Tweet in G3:
[2] org.uk
[1] bbc.com
[1] co.uk
[1] reuters.com
[1] theconversation.com
[1] theguardian.com
[1] thelancet.com

Top Domains in Tweet in G4:
[6] twitter.com
[6] torontosun.com
[2] tnc.news
[1] zachbushmd.com
[1] cdc.gov
[1] cbc.ca
[1] youtube.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] who.int
[1] gov.uk
[1] org.uk
[1] theguardian.com
[1] plos.org
[1] ghwatch.org
[1] co.uk
[1] bit.ly
[1] spiked-online.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] nytimes.com
[2] nyti.ms
[1] wsj.com
[1] pbs.org

Top Domains in Tweet in G7:
[8] twitter.com
[4] nytimes.com
[1] beckershospitalreview.com
[1] washingtonpost.com
[1] buff.ly
[1] nationalreview.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] theguardian.com
[1] org.uk

Top Domains in Tweet in G9:
[4] cnn.it
[3] msnbc.com
[1] cnn.com
[1] trib.al
[1] nytimes.com
[1] substack.com
[1] johnpavlovitz.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] elsevierhealth.com
[1] gazettenet.com
[1] vox.com
[1] gov.uk
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] covid19
[71] covid
[26] publichealth
[26] nhs
[23] coronavirus
[23] budget
[22] health
[22] childlabouriscrime
[21] budget2021
[20] worldobesityday



Top Hashtags in Tweet in G1:
[2] citizenbrowser
[1] empathydeficit

Top Hashtags in Tweet in G2:
[20] covid19
[13] covid
[7] coronavirus
[7] business
[7] online
[5] research
[5] health
[3] vaccine
[3] wearamask
[3] wkow

Top Hashtags in Tweet in G3:
[1] oncology
[1] paediatriconcology
[1] newstudy
[1] publichealth

Top Hashtags in Tweet in G4:
[6] lockdown
[5] onpoli
[2] cdnpoli
[2] childabuse
[1] firehillier
[1] unsafeschools
[1] topoli
[1] covid19ontario
[1] germany
[1] stiko

Top Hashtags in Tweet in G5:
[11] happeningnow
[6] worldobesityday
[4] politicslive
[4] worldreportonhearing
[2] fakescience
[2] worldhearingday
[2] covid_19
[1] budget2021
[1] theysufferwesuffer
[1] enddeadlyfur

Top Hashtags in Tweet in G6:
[9] totalharms
[1] cancer
[1] alcohol
[1] dataforgood
[1] future
[1] innovate
[1] privacy

Top Hashtags in Tweet in G7:
[2] leph2021
[1] gregabbottfailedtexas
[1] abbottfailedtexas
[1] fireabbott
[1] openschools
[1] squaretheideologicalcircle

Top Hashtags in Tweet in G8:
[1] budget2021

Top Hashtags in Tweet in G9:
[1] abbottfailedtexasagain
[1] 11thhour

Top Hashtags in Tweet in G10:
[6] academicfreedom
[2] vaccinepassports
[2] covid19
[2] lockdowns
[1] kbf

Top Words
Top Words in Tweet in Entire Graph:
[6669] health
[6607] public
[1172] mask
[1159] measures
[1148] social
[1100] covid
[1074] wearing
[1061] really
[1023] reduce
[1009] distancing

Top Words in Tweet in G1:
[1001] public
[991] health
[986] chrislhayes
[982] measures
[978] really
[977] stat
[977] blew
[977] mind
[977] social
[977] distancing

Top Words in Tweet in G2:
[550] health
[509] public
[77] covid
[58] 19
[49] people
[39] vaccine
[38] more
[33] pandemic
[32] pay
[31] due

Top Words in Tweet in G3:
[248] public
[246] health
[242] 2020
[239] march
[239] england
[238] covid
[237] adverts
[237] promoting
[237] facemasks
[237] protection

Top Words in Tweet in G4:
[193] health
[189] public
[73] toronto
[68] officer
[60] epdevilla
[53] husband
[44] cheridinovo
[41] lockdown
[40] breaking
[39] march

Top Words in Tweet in G5:
[135] public
[117] health
[53] covid
[39] over
[39] days
[38] england's
[38] graph
[38] excess
[38] deaths
[38] shows

Top Words in Tweet in G6:
[135] top
[115] nytimes
[92] cuomo
[91] aides
[90] public
[90] governor
[89] health
[89] mr
[88] central
[88] role

Top Words in Tweet in G7:
[135] crisis
[115] public
[109] health
[74] potus
[69] facing
[68] re
[68] economic
[67] caused
[66] secraimondo
[66] play

Top Words in Tweet in G8:
[116] health
[69] public
[43] true
[41] trace
[39] serco
[38] bad
[37] dido
[37] harding
[36] cost
[36] inspired

Top Words in Tweet in G9:
[126] back
[91] cnn
[63] need
[63] going
[60] understand
[60] normality
[60] set
[60] yourself
[60] completely
[60] push

Top Words in Tweet in G10:
[81] health
[55] public
[34] more
[30] lockdown
[30] mask
[28] experts
[28] make
[26] starts
[26] realize
[25] ianmsc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5299] public,health
[1134] health,measures
[1011] mask,wearing
[1002] social,distancing
[994] hand,washing
[992] stat,blew
[992] blew,mind
[992] mind,public
[992] measures,social
[992] distancing,mask

Top Word Pairs in Tweet in G1:
[991] public,health
[982] health,measures
[977] stat,blew
[977] blew,mind
[977] mind,public
[977] measures,social
[977] social,distancing
[977] distancing,mask
[977] mask,wearing
[977] wearing,hand

Top Word Pairs in Tweet in G2:
[407] public,health
[52] covid,19
[26] mental,health
[17] environment,public
[16] cooperative,agreements
[16] agreements,usa
[16] usa,nonprofits
[16] nonprofits,agencies
[16] agencies,address
[16] address,environment

Top Word Pairs in Tweet in G3:
[243] public,health
[239] health,england
[237] march,2020
[237] 2020,adverts
[237] adverts,promoting
[237] promoting,facemasks
[237] facemasks,protection
[237] protection,covid
[237] covid,banned
[237] banned,uk

Top Word Pairs in Tweet in G4:
[181] public,health
[48] officer,epdevilla
[40] health,officer
[39] breaking,march
[39] march,halton
[38] double,checked
[38] checked,true
[38] true,husband
[38] husband,toronto
[38] toronto,lockdown

Top Word Pairs in Tweet in G5:
[94] public,health
[38] health,england's
[38] england's,graph
[38] graph,excess
[38] excess,deaths
[38] deaths,shows
[38] shows,winter
[38] winter,covid
[38] covid,over
[38] over,fact

Top Word Pairs in Tweet in G6:
[90] governor,top
[89] mr,cuomo
[88] nytimes,central
[88] central,role
[88] role,played
[88] played,governor
[88] top,aides
[88] aides,reflected
[88] reflected,lengths
[88] lengths,mr

Top Word Pairs in Tweet in G7:
[100] public,health
[68] health,crisis
[67] economic,crisis
[66] re,facing
[66] facing,economic
[66] crisis,caused
[66] caused,public
[66] crisis,secraimondo
[66] secraimondo,play
[66] play,crucial

Top Word Pairs in Tweet in G8:
[47] public,health
[37] dido,harding
[36] true,cost
[36] cost,dido
[36] harding,serco
[36] serco,inspired
[36] inspired,track
[36] track,trace
[36] trace,closer
[36] closer,37

Top Word Pairs in Tweet in G9:
[60] understand,need
[60] need,back
[60] back,normality
[60] normality,going
[60] going,set
[60] set,yourself
[60] yourself,back
[60] back,completely
[60] completely,push
[59] cnn,understand

Top Word Pairs in Tweet in G10:
[52] public,health
[28] health,experts
[25] lockdown,mask
[25] mask,religion
[25] religion,espoused
[25] espoused,public
[25] experts,starts
[25] starts,make
[25] make,lot
[25] lot,more

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@tatereeves
@adambravomusic
@drvictoriafox
@gregggonsalves
@calvinrobinson
@stvnews
@fordnation
@skynews
@lbc

Top Replied-To in G1:
@chrislhayes
@joshsa7
@gidmk
@alexhdundon
@dafnalinzer

Top Replied-To in G2:
@byuoritter

Top Replied-To in G4:
@fordnation
@cheridinovo
@qualifyfor
@randomsusla
@semyaza666
@halftwottered
@roman_baber
@l_stone
@sue_suewoo
@epdevilla

Top Replied-To in G5:
@borisjohnson
@who
@davidgni
@jon15790613
@pambeertom
@alanvibe
@sausagestealthy
@frankl55395704
@relisys222
@owrjuwan

Top Replied-To in G6:
@rnova1
@nytimes
@_aswesterman

Top Replied-To in G7:
@chron
@govabbott
@kimfaasse
@kikiposting
@sykescharlie
@mayoradler
@texascable
@ron_bankston
@patricksvitek
@teachcardona

Top Replied-To in G8:
@calvinrobinson
@rowlsmanthorpe
@eslanderkow
@anneliesedodds
@zeheart_aznable
@nadinedorries
@profkarolsikora
@binkum
@sandraweeden
@mrme_2020

Top Replied-To in G9:
@atrupar
@foxnews
@jimmyforrester6
@johnavlon

Top Replied-To in G10:
@peterhotez
@drp_md
@sophier66723937
@macharightnow
@bergerbell
@properlookout
@geenlid
@padraiccleary

Top Mentioned
Top Mentioned in Entire Graph:
@chrislhayes
@yearcovid
@nytimes
@olivialilymarks
@cnn
@danrather
@jimmyvielkind
@potus
@globalhlthtwit
@secraimondo

Top Mentioned in G1:
@chrislhayes
@ecclesias
@democracynow
@gidmk
@clevelanddotcom
@jfkboston
@abc11_wtvd
@yourauntemma
@alyssa_milano
@juliaangwin

Top Mentioned in G2:
@_brighttutors
@writer_edison
@accuratewriting
@elite_tutoring_
@annemiikika
@gradeawriters
@lalytatweets
@lupine_online
@trainedwriters1
@gradeelites

Top Mentioned in G3:
@yearcovid
@philrandal
@simonmagus
@collateralglbl
@maxabrahms
@dontbetyet
@petedjackson

Top Mentioned in G4:
@epdevilla
@cheridinovo
@ezralevant
@roman_baber
@sflecce
@greg_tolan
@fordnation
@astrazeneca
@brianlilley
@anthonyfurey

Top Mentioned in G5:
@clarecraigpath
@borisjohnson
@who
@darrenplymouth
@pedwards_phil
@whonigeria
@matthancock
@drtedros
@careunlock
@geggygallus

Top Mentioned in G6:
@nytimes
@jimmyvielkind
@rontkim
@fogelsylvia
@buckeye7254
@petesarich
@j__velasquez
@yearcovid
@drp_md
@voices4seniors

Top Mentioned in G7:
@potus
@secraimondo
@govabbott
@acnewsitics
@scottuhltx
@djrothkopf
@kroger
@ralphsgrocery
@smithsfoods
@billscher

Top Mentioned in G8:
@shuaibkhan26
@eslanderkow
@calvinrobinson
@lewis_goodall
@anneliesedodds
@vinod_d007
@kei
@keir_starmer
@rowlsmanthorpe
@newmumonline

Top Mentioned in G9:
@cnn
@kavitapmd
@apoorva_nyc
@msnbc
@morning_joe
@atrupar
@11thhour
@mahasoxfan
@chriscillizza
@baptiste_regi

Top Mentioned in G10:
@ianmsc
@mirrorart4u
@drp_md
@dockaurg
@martinkulldorff
@bell00david
@cpso_ca
@glenbandiera
@debrobertsonmd
@britainfree

Top Tweeters
Top Tweeters in Entire Graph:
@rojname_com
@rashidaldosari
@threadreaderapp
@pairsonnalites
@phildecarolis
@moonbootica
@5fec93919a544d3
@britpoptarts
@faby_nava77
@_redfrog

Top Tweeters in G1:
@britpoptarts
@joannecangal
@pollsstar
@lizditz
@ecclesias
@tadrow
@_silversmith
@cotey_mary
@urbangem
@castonchris

Top Tweeters in G2:
@rojname_com
@pairsonnalites
@politicalhedge
@libreinfo
@pairsonnalitesn
@denniskoch10
@typewriternews
@voiceofthehwy
@rojname_english
@news5ph

Top Tweeters in G3:
@garthgodsman
@kalashnikovism
@msccollins1
@sistercrow
@philrandal
@seaned75
@treesey
@homa10i
@crazyrichjason
@darklyadapted

Top Tweeters in G4:
@porridgeisgood
@suepeac
@blueravefinn
@theslimdude
@the_book_girl
@ezralevant
@michael82150005
@laurabusse
@barrysh62000603
@waynes21

Top Tweeters in G5:
@relisys222
@lewtonserena5
@eddwilson
@mark45dominic
@carter7raymond
@carol_hulme
@rtaylor_libdem
@irene48
@annasilvani
@mambarabiosa123

Top Tweeters in G6:
@debrammason1
@ssxman2
@nytimes
@mamamadisons
@ffrreemarkets
@cmpimental
@ohioyallers
@dimitri2020llc
@dwf57
@nanbumhall

Top Tweeters in G7:
@manmet80
@purplegarter1
@annie5133
@cinghsian
@radiofreetom
@oemoroniluap
@cliveboyce77
@cammac491
@concernedwhite1
@diabeticcyborgg

Top Tweeters in G8:
@pingachoo
@alanlsg
@lanct22
@themingford
@pwsimerimiaw
@andreadudding
@seanfionn
@1georden
@narcaware
@katecushing2

Top Tweeters in G9:
@5fec93919a544d3
@ikateufel
@purrmonsta
@foxnews
@njmike731
@barbb0925
@cnn
@bresla_linda
@fiona_c1
@bigmanhimself

Top Tweeters in G10:
@cherylscotian1
@duquette_tim
@tjsaggu
@sashagladio
@pjakma
@earthstar44
@liberty_addict
@mashedpotatojk
@charley2021
@arthelow1


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