public health, Twitter, 12/10/2022 1:10:01 PM, 285952


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public health_2022-12-10_04-48-01.xlsx
public health_2022-12-10_04-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2022
Short Description:
public health via NodeXL https://bit.ly/3FkLPzl
@draseemmalhotra
@dr_ellie
@cdcgov
@inforenique
@bachyns
@alexander_minh
@santacruzshark
@senronjohnson
@pennydaflos
@thelancet

Top hashtags:
#soniagandhi
#cphia2022
#covid19
#publichealth
#gn
#ncd
#health
#5thntbconf22

Description:
Description
The graph represents a network of 9,523 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 Saturday, 10 December 2022 at 12:59 UTC.

The requested start date was Saturday, 10 December 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, 2-hour, 13-minute period from Wednesday, 07 December 2022 at 08:53 UTC to Friday, 09 December 2022 at 11:07 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 : 9523
Unique Edges : 5818
Edges With Duplicates : 11908
Total Edges : 17726
Number of Edge Types : 5
Replies to : 900
Retweet : 5524
MentionsInRetweet : 7264
Mentions : 2438
Tweet : 1600
Self-Loops : 1653
Reciprocated Vertex Pair Ratio : 0.0132610006027728
Reciprocated Edge Ratio : 0.0261748958953004
Connected Components : 1743
Single-Vertex Connected Components : 612
Maximum Vertices in a Connected Component : 4180
Maximum Edges in a Connected Component : 9922
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 8.802007
Graph Density : 0.000111228736106085
Modularity : 0.583886
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,523 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 Saturday, 10 December 2022 at 12:59 UTC.

The requested start date was Saturday, 10 December 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, 2-hour, 13-minute period from Wednesday, 07 December 2022 at 08:53 UTC to Friday, 09 December 2022 at 11:07 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:
[48] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report
[36] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?CMP=share_btn_tw
[17] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1670544058
[13] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?CMP=Share_iOSApp_Other
[13] https://www.canada.ca/en/public-health/services/diseases/group-a-streptococcal-diseases/health-professionals.html
[12] https://pha.site/public-urged-alert-signs-group-strep-hsc-public-health-agency
[11] https://dailycaller.com/2022/12/08/house-republicans-greg-murphy-call-biden-end-covid-public-health-emergency/
[11] https://www.gov.uk/government/news/ukhsa-update-on-scarlet-fever-and-invasive-group-a-strep
[9] https://childrenshealthdefense.org/defender/cdc-hhs-research-vaccine-misinformation-trends/
[8] https://www.bbc.co.uk/news/health-63890726

Top URLs in Tweet in G1:
[18] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report
[11] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?CMP=share_btn_tw
[11] https://www.gov.uk/government/news/ukhsa-update-on-scarlet-fever-and-invasive-group-a-strep
[7] https://www.bbc.co.uk/news/health-63890726
[7] https://tweetedtimes.com/media/guardian/science
[6] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?CMP=Share_iOSApp_Other
[5] https://www.washingtonpost.com/opinions/2022/12/07/covid-rsv-influenza-public-health-vaccines/
[5] https://phw.nhs.wales/news/igas-infection-remains-rare-say-public-health-experts/
[3] https://whatsnew2day.com/victorian-cho-brett-sutton-on-public-health-orders-hiv-care-and-lgbt-community/
[2] https://english.alahednews.com.lb/68997/393

Top URLs in Tweet in G2:
[7] https://www.sahealth.sa.gov.au/wps/wcm/connect/public+content/sa+health+internet/about+us/our+performance/our+hospital+dashboards/about+the+ed+dashboard/emergency+department+dashboard
[5] https://www.sahealth.sa.gov.au/wps/wcm/connect/public+content/sa+health+internet/about+us/our+performance/our+hospital+dashboards/about+the+ambulance+service+dashboard/ambulance+service+dashboard
[4] https://www.sahealth.sa.gov.au/COVID-19
[2] https://www.abc.net.au/news/2022-12-03/catholic-hospitals-denying-womens-healthcare-australia-hospitals/101712558
[1] https://twitter.com/americanhealth/status/1600163476412010496
[1] https://twitter.com/ColRoseH/status/1600585757336297472
[1] https://twitter.com/RobertB24039377/status/1600678646057816065
[1] https://twitter.com/amytanmd/status/1600654642547142656
[1] https://www.exposedbycmd.org/2022/11/03/koch-funded-legal-group-fights-to-protect-online-covid-misinformation
[1] https://twitter.com/SofiaAnnieW/status/1600463324374003712

Top URLs in Tweet in G3:
[7] https://cphia2022.com/
[6] https://cphia2022.com
[3] https://www.afro.who.int/news/bolstering-africas-health-emergency-readiness-and-response
[3] https://www.healthaffairs.org/content/forefront/s-national-public-health-institute-do?cookieSet=1
[3] https://twitter.com/RealHauleGluck/status/1595498997443166214
[2] https://cphia2022.com/registration/
[2] https://frontline.thehindu.com/the-nation/public-health/how-covid-19-has-hit-indias-fight-against-tb/article66230025.ece
[2] https://www.healthaffairs.org/do/10.1377/forefront.20221202.257875/?cookieSet=1
[2] https://todaynewsafrica.com/who-says-no-evidence-of-unfettered-access-to-tigray-a-month-after-well-celebrated-ethiopia-peace-deal-starvation-isolation-and-massacres-by-eritrean-forces-continue-laments-tedr/
[1] https://twitter.com/CPHIA_AfricaCDC/status/1600139922274328577

Top URLs in Tweet in G4:
[1] https://twitter.com/flsurgeongen/status/1600897324200464402
[1] https://twitter.com/maryannedemasi/status/1600650827152384000
[1] https://www.dailymail.co.uk/health/article-11491871/Chris-Whitty-warns-Britain-faces-prolonged-period-excess-deaths.html
[1] https://twitter.com/AntonioTweets2/status/1598165968446181376
[1] https://www.youtube.com/watch?v=RjBxE_LCTYA&feature=youtu.be

[1] https://www.rebelnews.com/federal_contract_indicates_no_end_to_covid_quarantines_and_hints_at_the_return_of_some_restrictions
[1] https://rebelne.ws/3FgZ1oT
[1] https://twitter.com/_janey_j/status/1601000335127945216
[1] https://twitter.com/Dr_Ellie/status/1600076499050065920
[1] https://twitter.com/427windsorman/status/1600739082866659328

Top URLs in Tweet in G5:
[2] https://www.br.de/nachrichten/bayern/bayern-prescht-vor-maskenpflicht-in-bus-und-bahn-faellt-weg,TOZm5rO
[1] https://www.gov.uk/government/publications/technical-report-on-the-covid-19-pandemic-in-the-uk
[1] https://twitter.com/Karl_Lauterbach/status/1600118445198016512
[1] https://twitter.com/ajlamesa/status/1484671632677511169
[1] https://www.unicef-irc.org/publications/pdf/Report-Card-16-Worlds-of-Influence-child-wellbeing.pdf
[1] https://www.gov.uk/government/publications/chief-medical-officers-annual-report-2022-air-pollution
[1] https://www.theguardian.com/environment/2022/dec/08/eco-wood-burners-produce-450-times-more-pollution-than-gas-heating-report
[1] https://twitter.com/drclairetaylor/status/1600624304474955776
[1] https://www.gov.uk/government/news/we-can-and-should-go-further-to-reduce-air-pollution-says-chief-medical-officer
[1] https://twitter.com/HaroonChowdry/status/1600429579767672832

Top URLs in Tweet in G6:
[7] https://www.dailywire.com/news/why-its-time-to-resist-any-new-mask-mandates-from-los-angeles-county-public-health-officials
[2] https://twitter.com/kristenmag/status/1600639414916775936
[2] https://komonews.com/news/local/public-health-leaders-recommend-masks-amid-flu-rsv-coronavirus-surge-king-county-public-health-jeffery-duchin-washington-governor-jay-inslee-tripledemic#
[1] https://twitter.com/townhallcom/status/1600569007240790030
[1] https://gbdeclaration.org/
[1] https://collateralglobal.org/article/editors-note-3/
[1] https://twitter.com/WashburneAlex/status/1601045502690086914
[1] https://buff.ly/3Hjz2zJ
[1] https://twitter.com/swansonfoods/status/1601002050807922688
[1] https://twitter.com/jordanbpeterson/status/1600906908319236097

Top URLs in Tweet in G7:
[17] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1670544058
[14] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?CMP=share_btn_tw
[3] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report?CMP=Share_iOSApp_Other
[3] https://www.theguardian.com/science/2022/dec/08/racism-poses-public-health-threat-to-millions-worldwide-finds-report
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02464-3/fulltext
[2] https://www.ema.europa.eu/en/human-regulatory/overview/public-health-threats/coronavirus-disease-covid-19/treatments-vaccines/vaccines-covid-19/safety-covid-19-vaccines#safety-information-(updated)-section
[1] https://www.forbes.com/sites/roberthart/2022/12/08/racism-and-discrimination-are-a-key-public-health-threat-but-overlooked-and-dismissed-using-poor-science-researchers-warn/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Gordie
[1] https://www.thelancet.com/series/racism-xenophobia-discrimination-health
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01989-4/fulltext
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01972-9/fulltext#.Y5MKt7K2lQg.twitter

Top URLs in Tweet in G8:
[4] https://quadrant.org.au/opinion/public-health/2022/03/a-briefer-on-covid-vaccines-biomechanics-and-efficacy/
[4] https://rumble.com/v1m7dqa-the-worst-public-health-scandal-in-history.html
[1] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[1] https://quadrant.org.au/opinion/public-health/2022/03/a-briefer-on-covid-vaccines-biomechanics-and-efficacy/?s=08
[1] https://qrcode.skynews.com/skynews/politicshub
[1] https://twitter.com/_janey_j/status/1601000335127945216
[1] https://icandecide.org/press-release/cdc-employees-struggle-to-get-research-published-because-its-findings-counter-public-health-dogma/
[1] https://www.iamexpat.de/expat-info/german-expat-news/two-german-states-scrap-face-masks
[1] https://twitter.com/i/broadcasts/1RDGlapQNOdJL
[1] https://www.theepochtimes.com/health/fda-blind-eye_4901497.html?utm_source=substack&utm_medium=email

Top URLs in Tweet in G9:
[8] https://www.canada.ca/en/public-health/services/diseases/group-a-streptococcal-diseases/health-professionals.html
[3] https://bc.ctvnews.ca/b-c-mask-debate-divide-between-frontline-doctors-and-public-health-amid-concerns-of-politicized-office-1.6187509
[2] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/fluwatch/2022-2023/week-47-november-20-november-26-2022.html
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0254734
[2] https://www.mdpi.com/2673-8112/2/12/121
[2] https://fortune.com/2022/05/25/how-often-can-you-get-covid-yearly-modeling-shows/amp/
[2] https://fortune.com/2022/05/08/surviving-pandemic-half-the-battle-long-covid-growing-public-health-crisis-could-affect-a-billion-in-just-a-few-years/amp/
[2] https://bc.ctvnews.ca/b-c-mask-debate-divide-between-frontline-doctors-and-public-health-amid-concerns-of-politicized-office-1.6187509?cid=sm%3Atrueanthem%3Actvvancouver%3Atwitterpost&taid=6392b9d542021e0001d24914&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/majority-of-canadians-support-return-of-face-masks-in-indoor-public-spaces-if-deemed-necessary-survey-1.6144419
[1] https://bc.ctvnews.ca/b-c-health-minister-acknowledges-children-s-flu-deaths-after-leak-doesn-t-explain-secrecy-1.6185372

Top URLs in Tweet in G10:
[2] https://www.nysacho.org/directory/
[1] https://www.washingtonpost.com/wellness/2022/12/07/face-masks-tripledemic-flu-covid-rsv/
[1] https://amp.cnn.com/cnn/2022/11/16/health/covid-influenza-vaccine-holidays-thanksgiving-health-wellness/index.html
[1] https://globalnews.ca/news/9333191/alberta-deputy-chief-medical-officers-of-health-resignations/
[1] https://www.statista.com/statistics/274521/countries-with-the-lowest-life-expectancy-worldwide/#:~:text=Males%20born%20in%20the%20Lesotho,Nigeria%2C%20with%20only%2054%20years
[1] https://gothamist.com/news/why-nyc-isnt-recording-most-at-home-covid-tests-and-what-officials-could-be-missing
[1] https://www.nydailynews.com/news/politics/new-york-elections-government/ny-hochul-winter-health-covid-flu-rsv-20221207-r4totzt5mfdw7mvgtrqafogsxi-story.html
[1] https://twitter.com/lalasoo/status/1600229058607841280
[1] https://www.canada.ca/en/public-health/services/diseases/group-a-streptococcal-diseases/health-professionals.html
[1] https://theweek.com/coronavirus/1008155/noble-lies-are-a-public-health-hazard?amp

Top Domains
Top Domains in Tweet in Entire Graph:
[324] twitter.com
[147] theguardian.com
[89] co.uk
[29] gov.uk
[26] canada.ca
[22] ac.uk
[21] google.com
[19] gov.au
[18] bit.ly
[17] youtube.com

Top Domains in Tweet in G1:
[82] twitter.com
[40] theguardian.com
[25] co.uk
[16] amazon.com
[14] gov.uk
[12] google.com
[11] quotesaboutaddiction.com
[9] tweetedtimes.com
[6] nhs.wales
[6] washingtonpost.com

Top Domains in Tweet in G2:
[23] twitter.com
[18] gov.au
[2] net.au
[1] exposedbycmd.org
[1] opendemocracy.net
[1] theguardian.com
[1] canada.ca
[1] apple.com
[1] anarchy.works
[1] org.au

Top Domains in Tweet in G3:
[19] twitter.com
[15] cphia2022.com
[5] healthaffairs.org
[4] who.int
[2] linkedin.com
[2] usajobs.gov
[2] bit.ly
[2] europa.eu
[2] thehindu.com
[2] todaynewsafrica.com

Top Domains in Tweet in G4:
[6] twitter.com
[1] co.uk
[1] youtube.com
[1] rebelnews.com
[1] rebelne.ws

Top Domains in Tweet in G5:
[4] twitter.com
[3] gov.uk
[2] br.de
[1] unicef-irc.org
[1] theguardian.com

Top Domains in Tweet in G6:
[8] twitter.com
[7] dailywire.com
[2] komonews.com
[1] gbdeclaration.org
[1] collateralglobal.org
[1] buff.ly
[1] ept.ms
[1] voiceforscienceandsolidarity.org

Top Domains in Tweet in G7:
[37] theguardian.com
[16] co.uk
[6] thelancet.com
[4] europa.eu
[2] forbes.com
[2] youtube.com
[2] webitrent.com
[1] oup.com
[1] bit.ly
[1] elsevier.com

Top Domains in Tweet in G8:
[5] rumble.com
[5] org.au
[2] twitter.com
[1] skynews.com
[1] icandecide.org
[1] iamexpat.de
[1] theepochtimes.com
[1] cdc.gov

Top Domains in Tweet in G9:
[14] twitter.com
[14] canada.ca
[11] ctvnews.ca
[4] fortune.com
[2] plos.org
[2] mdpi.com
[1] facebook.com
[1] abc7.com
[1] cbc.ca
[1] bcmj.org

Top Domains in Tweet in G10:
[2] nysacho.org
[1] washingtonpost.com
[1] cnn.com
[1] globalnews.ca
[1] statista.com
[1] gothamist.com
[1] nydailynews.com
[1] twitter.com
[1] canada.ca
[1] theweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[209] soniagandhi
[120] cphia2022
[86] covid19
[79] publichealth
[55] gn
[46] ncd
[45] health
[43] 5thntbconf22
[40] nodeal
[37] covid



Top Hashtags in Tweet in G1:
[20] finals
[20] exam
[14] covid19
[11] health
[8] publichealth
[6] jobsearch
[6] jobopenings
[5] 世界杯
[4] public
[4] racism

Top Hashtags in Tweet in G2:
[39] nodeal
[14] longcovid
[9] covid19
[6] nhs
[5] mild
[5] organdamage
[5] auspol
[3] covidisnotover
[3] nswpol
[2] freedomfromreligion

Top Hashtags in Tweet in G3:
[101] cphia2022
[27] ypc2022
[12] aubingwa
[9] publichealth
[8] futureleague
[7] covid19
[6] ypc
[6] newpublichealthorder
[5] mpox
[5] nigeria

Top Hashtags in Tweet in G4:
[1] vaccinesideeffects
[1] vaccineinjuries
[1] fifthcolumn
[1] clearandpresentdanger

Top Hashtags in Tweet in G5:
[7] birmingham
[4] gaconference22
[2] gambling
[1] covid
[1] airpollution
[1] sackwhitty
[1] enoughlsenough
[1] gamblingactreview

Top Hashtags in Tweet in G6:
[9] covid19
[5] censor
[1] fireferrer
[1] covid
[1] stoptheshots
[1] medtwitter
[1] heartattack

Top Hashtags in Tweet in G7:
[28] publichealth
[15] publichealthjobs
[15] jobs
[7] racism
[6] discrimination
[4] justtransition
[3] scarletfever
[2] safety
[2] covid19vaccines
[2] wellington

Top Hashtags in Tweet in G8:
[24] covid
[5] stillbirth
[2] shineforautumnact
[1] shineforstillbirth
[1] maternalhealth
[1] johnsoncovidvaxforum
[1] covidaccountablity
[1] forthepeople
[1] letsgettowork

Top Hashtags in Tweet in G9:
[8] bcpoli
[4] covid19
[4] flushot
[4] covid19vaccines
[2] wearamask
[2] kids
[2] teens
[2] rsv
[2] pandemic
[1] handwashing

Top Hashtags in Tweet in G10:
[3] odsp
[2] covid
[1] johnsnowmemo
[1] phlaw
[1] expertisematters

Top Words
Top Words in Tweet in Entire Graph:
[6637] health
[5911] public
[754] covid
[551] people
[544] uk
[420] more
[388] make
[388] current
[388] pandemic
[375] draseemmalhotra

Top Words in Tweet in G1:
[723] health
[657] public
[62] more
[62] engineering
[59] due
[53] literature
[51] dm
[47] covid
[47] people
[45] mental

Top Words in Tweet in G2:
[290] health
[264] public
[120] deaths
[118] covid
[79] time
[69] today
[66] last
[66] victoria
[60] families
[60] iso

Top Words in Tweet in G3:
[406] health
[327] public
[128] africa
[102] conference
[101] #cphia2022
[46] africacdc
[42] cdcgov
[40] kigali
[38] event
[37] side

Top Words in Tweet in G4:
[391] health
[334] draseemmalhotra
[326] public
[242] current
[242] ongoing
[242] ask
[242] toxin
[242] cardio
[242] body
[242] make

Top Words in Tweet in G5:
[384] uk
[272] health
[267] public
[193] dr_ellie
[192] poor
[192] pandemic
[191] lessons
[191] learned
[191] terrible
[191] group

Top Words in Tweet in G6:
[130] public
[128] health
[101] drjbhattacharya
[61] mandates
[60] collins
[60] inwuchang
[59] francis
[59] instead
[56] great
[56] declaration

Top Words in Tweet in G7:
[249] health
[172] public
[96] racism
[63] thelancet
[60] threat
[48] millions
[48] poses
[48] worldwide
[47] richardhorton1
[46] lancet

Top Words in Tweet in G8:
[127] senronjohnson
[108] science
[106] vaccines
[105] 19
[94] current
[91] medical
[87] global
[85] health
[84] covid
[82] meeting

Top Words in Tweet in G9:
[167] public
[164] health
[60] bc
[53] need
[52] right
[45] children
[36] officials
[36] flu
[34] recent
[33] pennydaflos

Top Words in Tweet in G10:
[177] health
[172] public
[85] people
[70] much
[69] home
[68] luckytran
[66] believe
[65] backslid
[65] beg
[65] stay

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4549] public,health
[280] health,plan
[276] current,public
[275] ask,body
[275] cardio,toxin
[275] body,make
[275] plan,ask
[275] toxin,ongoing
[275] ongoing,administration
[275] make,cardio

Top Word Pairs in Tweet in G1:
[491] public,health
[39] mental,health
[36] health,threat
[33] threat,millions
[33] poses,public
[31] millions,worldwide
[30] finds,report
[30] racism,poses
[30] worldwide,finds
[30] covid,19

Top Word Pairs in Tweet in G2:
[221] public,health
[57] condolences,families
[52] time,ve
[52] negative,test
[52] iso,policy
[52] seen,firmly
[52] isn,first
[52] first,time
[52] policy,house
[52] ve,seen

Top Word Pairs in Tweet in G3:
[292] public,health
[77] health,africa
[60] conference,public
[35] side,event
[28] international,conference
[25] pre,conference
[25] youth,pre
[23] africa,#cphia2022
[22] africa,public
[22] dialogue,africa

Top Word Pairs in Tweet in G4:
[324] public,health
[242] plan,ask
[242] make,cardio
[242] cardio,toxin
[242] toxin,ongoing
[242] ask,body
[242] ongoing,administration
[242] current,public
[242] body,make
[242] health,plan

Top Word Pairs in Tweet in G5:
[256] public,health
[191] learned,uk
[191] uk,three
[191] poor,public
[191] lessons,learned
[191] response,lessons
[191] terrible,pandemic
[191] days,group
[191] uk,terrible
[191] health,response

Top Word Pairs in Tweet in G6:
[115] public,health
[59] francis,collins
[57] inwuchang,francis
[56] declaration,gbd
[56] great,barrington
[56] barrington,declaration
[56] attempted,coordinate
[56] takedown',great
[56] coordinate,'devastating
[56] 'devastating,takedown'

Top Word Pairs in Tweet in G7:
[165] public,health
[55] health,threat
[48] threat,millions
[48] racism,poses
[48] millions,worldwide
[43] acknowledging,colonial
[43] lancet,history
[43] colonial,origins
[43] history,acknowledging
[43] important,moment

Top Word Pairs in Tweet in G8:
[105] 19,vaccines
[81] covid,19
[80] today,discuss
[80] researchers,today
[80] meeting,global
[80] medical,researchers
[80] current,science
[80] global,doctors
[80] discuss,current
[80] doctors,medical

Top Word Pairs in Tweet in G9:
[114] public,health
[31] children,died
[30] bc,officials
[30] confirm,children
[30] officials,finally
[30] explain,kept
[30] weeks,explain
[30] flu,recent
[30] recent,weeks
[30] finally,confirm

Top Word Pairs in Tweet in G10:
[161] public,health
[65] health,much
[65] beg,people
[65] believe,backslid
[65] re,sick
[65] much,beg
[65] people,stay
[65] backslid,public
[65] home,re
[65] stay,home

Top Replied-To
Top Replied-To in Entire Graph:
@stephenjamesgbr
@skeptical_2022
@senronjohnson
@americanhealth
@albomp
@drjbhattacharya
@bariweiss
@smpwrgr
@rishisunak
@youarelobbylud

Top Replied-To in G2:
@smpwrgr
@albomp
@youarelobbylud
@1goodtern
@chrisminnsmp
@skognymfe
@markmcgowanmp
@healthb4profits
@robertb24039377
@danielandrewsmp

Top Replied-To in G3:
@africacdc
@profjlundgren
@mdc_martinus
@ukhsa
@potus
@who
@who_zimbabwe
@cdcdirector
@switchpointidea
@andriyklepikov

Top Replied-To in G4:
@usrepmikedoyle
@bhagatram2020
@sharylattkisson
@kingdk
@carolin35224088
@rodricreates
@thierrybreton
@draseemmalhotra

Top Replied-To in G5:
@felly500
@ianlovelanduk
@graham21
@midlandstom
@cmo_england
@itisallacademic
@ellymelly
@bigdamo
@jeremycorbyn
@lucyabeaumont

Top Replied-To in G6:
@skeptical_2022
@drjbhattacharya
@inwuchang
@han_francis
@richard_noggin2
@extinct_herbi
@freedomalternat
@martymakary
@christi78688279
@ijclausen

Top Replied-To in G7:
@dorsie78
@melissasweetdr

Top Replied-To in G8:
@senronjohnson
@janjekielek
@diegohawk666
@bbgrichie
@chris89538871
@flsurgeongen
@aaronsirisg
@mrobertsqld
@thefreds
@nycpoetesss

Top Replied-To in G9:
@libdempatrick
@bcndp
@charliesmithvcr
@brish_ti
@sammons_vanessa
@keddieff
@ubakaogbogu
@drjacobsrad
@susanholt
@lauraleedukesh1

Top Replied-To in G10:
@wsbgnl
@myrabatchelder
@caperloo5
@fkcam
@cnbc
@amandalhu
@berniespofforth
@michaelschwandt
@mskathleenquinn
@not3bad

Top Mentioned
Top Mentioned in Entire Graph:
@draseemmalhotra
@dr_ellie
@yadavtejashwi
@kanimozhidmk
@senronjohnson
@drjbhattacharya
@bachyns
@luckytran
@thelancet
@inwuchang

Top Mentioned in G1:
@donresearch
@medicalworldnig
@sciclo1
@thehaunted2001
@bloompubhealth
@finetunedorange
@wesharegratitud
@lindami56155677
@teye_kojo

Top Mentioned in G2:
@teresabdb62
@caro_dew_
@youarelobbylud
@albomp
@danielandrewsmp
@victoriancho
@catladyactivist
@mirella_phd
@sofiaanniew
@mark_butler_mp

Top Mentioned in G3:
@africacdc
@cdcgov
@aubingwa
@rwandahealth
@cphia_africacdc
@whoafro
@gatesfoundation
@who
@winnie_byanyima
@laktarr001

Top Mentioned in G4:
@draseemmalhotra
@rebelnews_ca
@senatorrennick
@clarecraigpath
@usrepmikedoyle
@repohalleran
@repkinzinger
@drcole12
@gouda_kalpana
@bhagatram2020

Top Mentioned in G5:
@dr_ellie
@cmo_england
@ajlamesa
@gambleaware
@waseemzaffar
@ellymelly
@hbowdenjonesobe
@scullyp
@uklabour
@dawnaspi

Top Mentioned in G6:
@drjbhattacharya
@inwuchang
@morninginusa123
@houmanhemmati
@draseemmalhotra
@martymakary
@gbdeclaration
@jreinermd
@nih

Top Mentioned in G7:
@thelancet
@richardhorton1
@crageshri
@eu_health
@guardian
@eu_commission
@drmishalk
@drkatelovett
@andrewgregory
@pash22

Top Mentioned in G8:
@senronjohnson
@thejikky
@leelasik
@highwiretalk
@draseemmalhotra
@annmforti
@skynews
@1979pop
@flsurgeongen
@aaronsirisg

Top Mentioned in G9:
@pennydaflos
@ubakaogbogu
@drdagly
@lisa_iannattone
@skgandhimd
@brish_ti
@cdcofbc
@tryangregory
@cpho_canada
@ctvvancouver

Top Mentioned in G10:
@luckytran
@berniespofforth
@myrabatchelder
@wsbgnl
@fenitn
@saoirse_morgan
@twpiggott
@jaywill41942585
@mandatemasksny
@mskathleenquinn

Top Tweeters
Top Tweeters in Entire Graph:
@souljahsingh
@chidambara09
@jurylady5
@gambiste1
@stigmabaseo
@s9tmt
@stigmabaseu
@joni_looking
@sosorasora3
@lizditz

Top Tweeters in G1:
@stigmabaseo
@stigmabaseu
@stigmabasee
@stigmabasen
@lean4lifetime
@canoncitynews
@tian_a1
@bostonglobe
@merlinofcanada
@ajblackston

Top Tweeters in G2:
@rousseauagnes
@darylgibson
@wgarnews
@fedupofpollys
@thebigship
@colleenmmck618
@thisisraysblog
@theheraldsun
@littlesparrow9
@ianrslack2

Top Tweeters in G3:
@sexygirl798
@inforenique
@wingcdrsharma
@nuruklara
@msep0003
@hrit_hailu
@tembieneyti14
@mikeperryavatar
@dharmapalabum
@junub_bot

Top Tweeters in G4:
@mutalabala
@panickeruma
@richlin11a
@prasadhemant
@bristolcomsense
@elainecoulson58
@deejayhome
@pastoralview
@fjordman1
@dghdavies

Top Tweeters in G5:
@s9tmt
@allchanges
@suegray834
@david96212152
@birdonthewire3
@tristramwyatt
@kingmark1st
@mrichalan
@walshheyjude
@curlyclaretoo

Top Tweeters in G6:
@madanabhat
@klsouth
@komonews
@kjpritchard4
@adversaerialone
@yazzy_321
@imchaffie
@48rieck
@fjvjjo
@philomathyjen

Top Tweeters in G7:
@lilygabet
@guardian
@caz5697
@mrpshropshire
@forbes
@melissasweetdr
@monitor_ph
@pash22
@ange_patricia
@scieducation1

Top Tweeters in G8:
@skynews
@june4th
@1artniece2
@guse_guse
@danrisky
@lalaruefrench75
@humblee2
@rmedinaenator
@bobrebelles
@karengilly

Top Tweeters in G9:
@frazzling
@suestroud
@wavetop
@forgerat
@miftyjackson
@nationalpost
@wordsleadmeon
@perfectrose2011
@stinginthetail
@lindcalgary

Top Tweeters in G10:
@lizditz
@ailsaforshaw
@cnbc
@suki3hunna
@ojigbeready
@blerdmommy
@rgc_bppa
@mitzi_delvervrc
@micheal_olainn
@activisthat_


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