public health, Twitter, 3/18/2023 12:59:27 PM, 291496


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public health_2023-03-18_04-48-01.xlsx
public health_2023-03-18_04-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
public health via NodeXL https://bit.ly/3YZc3zh
@davidzweig
@drjbhattacharya
@scott_squires
@cdcgov
@nateb_panic
@lee_crollphd
@oneguy83440339
@fordnation
@ltrutter
@epa

Top hashtags:
#covid19
#desantis
#mcstan
#covidmemorialday
#publichealth
#covid
#health
#update

Description:
Description
The graph represents a network of 6,641 Twitter users whose recent tweets contained "public health", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 11:52 UTC.

The tweets in the network were tweeted over the 3081-day, 15-hour, 17-minute period from Thursday, 09 October 2014 at 08:43 UTC to Saturday, 18 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 6641
Unique Edges : 3807
Edges With Duplicates : 10116
Total Edges : 13923
Number of Edge Types : 9
Retweet : 3794
MentionsInRetweet : 4985
Mentions : 581
Tweet : 845
Replies to : 1057
MentionsInReplyTo : 2308
MentionsInQuoteReply : 76
Quote : 138
MentionsInQuote : 139
Self-Loops : 1252
Reciprocated Vertex Pair Ratio : 0.0244974038077486
Reciprocated Edge Ratio : 0.0478232618583496
Connected Components : 1072
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 3297
Maximum Edges in a Connected Component : 8187
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.939065
Graph Density : 0.000174504674321439
Modularity : 0.559822
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,641 Twitter users whose recent tweets contained "public health", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 11:52 UTC.

The tweets in the network were tweeted over the 3081-day, 15-hour, 17-minute period from Thursday, 09 October 2014 at 08:43 UTC to Saturday, 18 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[35] https://news.sky.com/story/covid-19-will-be-over-as-public-health-emergency-this-year-who-says-12836327
[22] https://www.theblaze.com/news/assistant-secretary-of-health-suggests-america-will-soon-embrace-genital-mutilation-of-children?utm_source=theblaze-breaking&utm_medium=email&utm_campaign=20230317Trending-Levine&utm_term=ACTIVE%20LIST%20-%20TheBlaze%20Breaking%20News
[17] https://twitter.com/clif_high/status/1636732134533787648/photo/1
[14] https://twitter.com/Tess_Gorgeous/status/1636719451352571909/photo/1
[8] https://www.cbc.ca/news/politics/internal-documents-rcmp-freedom-convoy-1.6781916
[8] https://www.cnbc.com/2022/11/30/why-long-covid-could-be-the-next-public-health-disaster.html
[7] https://www.uclan.ac.uk/events/listing/health-mela-public-health-and-wellbeing-event
[7] https://www.canada.ca/en/public-health/news/2023/03/government-of-canada-will-remove-covid-19-testing-requirement-for-air-travellers-arriving-from-the-peoples-republic-of-china-hong-kong-or-macao.html
[7] https://www.theepochtimes.com/colossal-failure-did-this-just-become-the-worst-public-health-disaster-in-history_5083672.html?utm_source=prtnrhard&utm_campaign=vigilantf&src_src=prtnrhard&src_cmp=vigilantf
[6] https://cannabishealthnews.co.uk/2023/03/16/cannabis-linked-to-positive-public-health-outcomes/

Top URLs in Tweet in G1:
[4] https://reason.com/2023/03/17/researchers-pressured-twitter-to-treat-covid-19-facts-as-misinformation/
[1] https://davidzweig.substack.com/p/denials-by-fauci-and-collins-of-supporting?r=vwav&utm_campaign=post&utm_medium=web
[1] https://twitter.com/MichaelPSenger/status/1632150149811273728/photo/1
[1] https://www.newsweek.com/who-do-you-trust-opinion-1787783
[1] https://reason.org/backgrounder/why-new-mexico-house-bill-547s-tax-increases-undermine-public-health/
[1] https://twitter.com/nashville_brook/status/1636767537173270528/photo/1
[1] https://www.theaustralian.com.au/world/us-helped-fund-covid19-ex-cdc-director-robert-redfield/news-story/d3effb4ab875b486d5193e188f7ec5a8
[1] https://technofog.substack.com/p/the-cdcs-vaccine-misinformation-list
[1] https://twitter.com/thackerpd/status/1636743116932763648/photo/1
[1] https://ivyexile.substack.com/p/mission-creep

Top URLs in Tweet in G2:
[3] https://twitter.com/MarkRuffalo/status/1636783627567611917/photo/1
[1] https://twitter.com/i/web/status/1636808889462149120
[1] https://twitter.com/SpeakerMcCarthy/status/1636742428127289345/video/1
[1] https://www.youtube.com/watch?v=1YkHtqnfJ00&feature=youtu.be

[1] https://twitter.com/KariHamerschlag/status/1631030515137642496
[1] https://www.reuters.com/business/environment/us-toughen-water-pollution-rules-meat-plants-2023-03-01/
[1] https://twitter.com/markruffalo/status/1636055856637771779
[1] https://twitter.com/IjeomaOparaPHD/status/1630253121036230660/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/NorthwestJourno/status/1636816903187611649/photo/1
[4] https://twitter.com/FieldWhistle/status/1633861692114481152/photo/1
[4] https://twitter.com/RobJamesMcKenna/status/1636821778260709376/photo/1
[4] https://news.sky.com/story/covid-19-will-be-over-as-public-health-emergency-this-year-who-says-12836327
[4] https://twitter.com/mtaibbi/status/1636729261745733633
[3] https://twitter.com/AlenaPa45468101/status/1636811173898391557/photo/1
[3] https://www.canada.ca/en/public-health/services/surveillance/respiratory-virus-detections-canada/2022-2023/week-10-ending-march-11-2023.html
[2] https://twitter.com/mtaibbi/status/1636729166631432195
[2] https://twitter.com/mtaibbi/status/1636729168997109761/photo/1
[2] https://twitter.com/mtaibbi/status/1636729261745733633/photo/1

Top URLs in Tweet in G4:
[11] https://news.sky.com/story/covid-19-will-be-over-as-public-health-emergency-this-year-who-says-12836327
[4] https://childrenshealthdefense.org/defender/ntp-report-fluoride-lower-iq-children/
[4] https://twitter.com/DOHsMombasa/status/1636813537765912580/photo/1
[4] https://twitter.com/GaneshBista/status/1636857059630284802/photo/1
[3] https://twitter.com/AndreiManko/status/1636843170754441221/photo/1
[3] https://twitter.com/ak_action/status/1636840620173180929/photo/1
[3] https://www.canada.ca/en/public-health/news/2023/03/government-of-canada-will-remove-covid-19-testing-requirement-for-air-travellers-arriving-from-the-peoples-republic-of-china-hong-kong-or-macao.html
[3] https://twitter.com/matendechero/status/1636876613680787457/photo/1
[3] https://twitter.com/lavoz933/status/1636817594819723290/photo/1
[2] https://twitter.com/JCConservation/status/1636797911710281732/photo/1

Top URLs in Tweet in G5:
[4] https://dailyclout.io/horowitz-top-10-bombshell-bills-on-medical-freedom-to-put-covid-fascism-into-the-grave/
[2] https://twitter.com/MarkChangizi/status/1350494558589775872/photo/1
[2] https://twitter.com/FLSurgeonGen/status/1635442493591265285/photo/1
[2] https://dailyclout.io/report-62-acute-kidney-injury-and-acute-renal-failure-following-pfizer-mrna-covid-vaccination-33-of-patients-died-pfizer-concludes-no-new-safety-issue/
[1] https://twitter.com/GovRonDeSantis/status/1636447627427364864/video/1
[1] https://rumble.com/v1m7dqa-the-worst-public-health-scandal-in-history.html
[1] https://twitter.com/annmforti/status/1636805179235237902/video/1
[1] https://twitter.com/FLSurgeonGen/status/1636707603915980803/video/1
[1] https://www.theepochtimes.com/covid-19-vaccines-can-cause-permanent-disabilities-says-german-health-minister_5129027.html?utm_source=partner&utm_campaign=vigilantf&src_src=partner&src_cmp=vigilantf
[1] https://twitter.com/i/web/status/1635723064427044870

Top URLs in Tweet in G6:
[1] https://twitter.com/sues86453/status/1636809995600707586/video/1
[1] https://link.theepochtimes.com/mkt_app/covid-19-vaccines-can-cause-permanent-disabilities-says-german-health-minister_5129027.html?utm_source=andshare
[1] https://twitter.com/DiedSuddenly_/status/1636568380965617665/video/1

Top URLs in Tweet in G7:
[3] https://unblock.federalregister.gov
[2] https://twitter.com/LionAdvocacy/status/1636541616725848066/photo/1
[2] https://twitter.com/Jusrangers/status/1636518168305737731/photo/1
[1] https://twitter.com/i/web/status/1636766215506116608
[1] https://twitter.com/DrJBhattacharya/status/1636835686790877185/photo/1
[1] https://gbdeclaration.org/
[1] https://twitter.com/i/web/status/1624854896540516352
[1] https://twitter.com/DrJBhattacharya/status/1624854896540516352/photo/1
[1] https://www.telegraph.co.uk/news/2023/03/16/number-pupils-missing-majority-school-doubles-since-pandemic/
[1] https://www.serbianmonitor.com/en/worrying-decline-in-child-immunization-in-serbia/

Top URLs in Tweet in G8:
[3] https://twitter.com/lapublichealth/status/1636522085844668416/photo/1
[2] http://resiliencemaps.org/files/fluscim/
[2] https://twitter.com/lapublichealth/status/1636821566486089728/photo/1
[2] https://twitter.com/TheReSisters2/status/1636369184476086274
[1] https://twitter.com/sdaction1/status/1636836826987020290/photo/1
[1] https://www.seattletimes.com/nation-world/report-finds-black-children-hurt-the-most-by-covid/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=29ece237-c583-11ed-a03a-464d774a5466&url=L25ld3MvYXJ0aWNsZXMvMjAyMy0wMy0wNi9iaXZhbGVudC1ib29zdGVycy1wcm90ZWN0aW9uLXdhbmVkLWFmdGVyLXR3by1tb250aHMtc3R1ZHktc2F5cw==
[1] https://twitter.com/nateb_panic/status/1636811443612860417
[1] https://twitter.com/PhilipM44524433/status/1636866762913333249
[1] https://www.cdc.gov/flu/avianflu/spotlights/2022-2023/h5n1-technical-report.htm

Top URLs in Tweet in G9:
[4] https://twitter.com/VitalStrat/status/1636769592914894848/photo/1
[2] https://twitter.com/brajovic_mina/status/1636804874858790923/photo/1
[2] https://en.wikipedia.org/wiki/Charles_V._Chapin
[2] https://twitter.com/frankgrimes_jr/status/1636870530492923904
[1] https://www.parklandinstitute.ca/alberta_budget_2023
[1] https://twitter.com/MigrantRightsCA/status/1630703778864287744
[1] https://twitter.com/DrMariaNeira/status/1636281581047361537/photo/1
[1] https://gulfnews.com/uae/uae-to-highlight-climate-change-risks-to-public-health-at-cop28-1.94482022
[1] https://twitter.com/DrTedros/status/1635627545369649152/photo/1
[1] https://twitter.com/DrTedros/status/1636695852994420737/video/1

Top URLs in Tweet in G10:
[8] https://www.cbc.ca/news/politics/internal-documents-rcmp-freedom-convoy-1.6781916
[4] https://twitter.com/NickMackx/status/1636810741125660693/photo/1
[3] https://www.prnewswire.com/news-releases/suppressed-government-report-finding-fluoride-can-reduce-childrens-iq-made-public-under-epa-lawsuit-301773074.html
[3] https://twitter.com/HeatherMoAndCo/status/1636721969549791232/photo/1
[2] https://twitter.com/SylviaJonesMPP/status/1636799554438693027/photo/1
[2] https://barrie.ctvnews.ca/more-than-a-dozen-nurses-to-be-laid-off-at-stevenson-memorial-hospital-amid-funding-cuts-1.6316817
[1] https://ottawacitizen.com/opinion/pellerin-why-do-we-tolerate-the-underfunding-of-public-health-care
[1] https://www.ona.org/wp-content/uploads/ona_prebudgetsubmission_2023.pdf
[1] https://twitter.com/ontarionurses/status/1636827298232975406/photo/1
[1] https://www.tnonline.com/20230316/fluoridated-water-is-taking-a-bath-again/

Top Domains
Top Domains in Tweet in Entire Graph:
[998] twitter.com
[36] sky.com
[32] co.uk
[27] canada.ca
[22] theblaze.com
[20] substack.com
[19] cbc.ca
[13] youtube.com
[13] childrenshealthdefense.org
[12] ac.uk

Top Domains in Tweet in G1:
[9] twitter.com
[4] reason.com
[3] substack.com
[1] newsweek.com
[1] reason.org
[1] com.au

Top Domains in Tweet in G2:
[8] twitter.com
[1] youtube.com
[1] reuters.com

Top Domains in Tweet in G3:
[51] twitter.com
[4] sky.com
[3] canada.ca
[2] thelancet.com
[2] nytimes.com
[1] washex.am
[1] apnews.com
[1] org.nz
[1] youtube.com
[1] co.uk

Top Domains in Tweet in G4:
[142] twitter.com
[11] sky.com
[6] canada.ca
[5] careerarc.com
[4] co.uk
[4] childrenshealthdefense.org
[4] wtrf.com
[3] nytimes.com
[3] theguardian.com
[3] ethicseido.com

Top Domains in Tweet in G5:
[15] twitter.com
[6] dailyclout.io
[3] theepochtimes.com
[1] rumble.com
[1] t.me
[1] beckershospitalreview.com
[1] cnn.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] theepochtimes.com

Top Domains in Tweet in G7:
[22] twitter.com
[3] federalregister.gov
[2] co.uk
[2] substack.com
[1] gbdeclaration.org
[1] serbianmonitor.com
[1] com.au
[1] unherd.com
[1] 1.st
[1] gov.uk

Top Domains in Tweet in G8:
[16] twitter.com
[2] resiliencemaps.org
[2] cdc.gov
[2] lacounty.gov
[1] seattletimes.com
[1] bloomberg.com
[1] ca.gov
[1] aarp.org
[1] europa.eu

Top Domains in Tweet in G9:
[33] twitter.com
[2] wikipedia.org
[1] parklandinstitute.ca
[1] gulfnews.com
[1] co.uk
[1] bloomberg.com
[1] globalhealthnow.org
[1] list-manage.com
[1] vitalstrategies.org
[1] unv.org

Top Domains in Tweet in G10:
[24] twitter.com
[10] cbc.ca
[5] ctvnews.ca
[3] prnewswire.com
[1] ottawacitizen.com
[1] ona.org
[1] tnonline.com
[1] salon.com
[1] cp24.com
[1] thestar.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[114] covid19
[90] desantis
[53] mcstan
[31] covidmemorialday
[20] publichealth
[19] covid
[17] health
[16] update
[14] cities4health
[13] nmleg



Top Hashtags in Tweet in G1:
[3] disinformation
[3] censorship
[2] nmleg

Top Hashtags in Tweet in G2:
[1] pfas
[1] foreverchemicals
[1] exposurebook

Top Hashtags in Tweet in G3:
[5] longcovid
[3] c2ccensorship
[2] c2cpublicsafety
[2] c2chealthcare
[2] c2cbigpharma
[2] c2cstanford
[1] c2ctw19
[1] c2cbiotech
[1] c2cviralityproject
[1] c2cmvb

Top Hashtags in Tweet in G4:
[8] health
[5] covid19
[5] medical
[4] mentalhealth
[3] cvshealth
[3] hiring
[3] science
[3] study
[3] research
[3] scientificpaper

Top Hashtags in Tweet in G5:
[1] desantisisadangertotheusa
[1] desatan
[1] science

Top Hashtags in Tweet in G6:
[87] desantis
[66] covid19

Top Hashtags in Tweet in G7:
[3] covid19
[1] eothwawki
[1] fireferrer

Top Hashtags in Tweet in G8:
[10] h5n1
[2] keepmasksinhealthcare
[2] keepmasksinhealthcareca
[2] westcoastweekofaction
[2] keepmasksinca
[1] h5n1badsoonscenario
[1] patientsafety
[1] publichealth
[1] covid19
[1] 4thpandemicyear

Top Hashtags in Tweet in G9:
[14] cities4health
[10] statusforall
[8] covid
[5] covid19
[4] africa
[1] abhealth
[1] ableg
[1] abbudget
[1] yeg
[1] airpollution

Top Hashtags in Tweet in G10:
[8] pierrepoilievre
[6] onpoli
[3] nursing
[2] onthealth
[2] buyerbeware
[2] dougfordcorruption
[2] dougfordisaliar
[2] fordfailedontario
[2] health
[1] supportnurses

Top Words
Top Words in Tweet in Entire Graph:
[4212] public
[4000] health
[673] covid
[551] called
[485] people
[421] research
[384] fauci
[372] more
[366] time
[352] gain

Top Words in Tweet in G1:
[343] public
[318] function
[318] gain
[318] research
[313] records
[313] 2014
[312] collins
[312] called
[312] untruthful
[312] supporting

Top Words in Tweet in G2:
[251] epa
[251] markruffalo
[249] toxic
[249] forever
[249] huge
[249] biden
[249] administration
[249] fight
[249] victory
[249] chemicals

Top Words in Tweet in G3:
[290] public
[279] health
[145] nateb_panic
[139] time
[135] human
[134] warning
[134] first
[133] history
[133] preventing
[132] modern

Top Words in Tweet in G4:
[340] health
[317] public
[45] covid
[41] more
[34] help
[31] 19
[27] writing
[25] people
[25] emergency
[24] over

Top Words in Tweet in G5:
[194] public
[194] health
[166] govrondesantis
[152] protests
[152] ok
[151] remember
[151] called
[151] join
[150] blm
[150] mass

Top Words in Tweet in G6:
[97] public
[93] health
[88] bureaucrats
[88] epidemiologists
[88] saying
[88] 000
[87] sick
[87] details
[87] moment
[87] mentally

Top Words in Tweet in G7:
[133] health
[130] public
[78] drjbhattacharya
[37] kerpen
[36] establishment
[35] wish
[32] behalf
[31] people
[31] beg
[31] forgiveness

Top Words in Tweet in G8:
[204] public
[95] health
[59] lauramiers
[56] soon
[55] consent
[55] manufactured
[55] discover
[55] folks
[55] exactly
[55] consented

Top Words in Tweet in G9:
[92] health
[70] public
[19] cities
[17] partnership
[17] emergency
[15] summit
[14] #cities4health
[13] need
[13] leaders
[11] drtedros

Top Words in Tweet in G10:
[80] public
[72] health
[33] year
[30] nurses
[25] care
[25] ontarionurses
[25] need
[24] ford
[24] doug
[24] government

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2861] public,health
[341] gain,function
[339] function,research
[334] fauci,collins
[333] brazenly,untruthful
[333] 2014,public
[333] denials,fauci
[333] public,records
[333] collins,supporting
[333] supporting,gain

Top Word Pairs in Tweet in G1:
[318] gain,function
[318] function,research
[313] 2014,public
[313] public,records
[312] untruthful,2014
[312] called,brazenly
[312] fauci,collins
[312] supporting,gain
[312] collins,supporting
[312] research,called

Top Word Pairs in Tweet in G2:
[249] biden,administration
[249] forever,chemicals
[249] chemicals,biden
[249] administration,epa
[249] victory,fight
[249] toxic,forever
[249] huge,victory
[249] restrict,toxic
[249] fight,restrict
[248] markruffalo,huge

Top Word Pairs in Tweet in G3:
[274] public,health
[132] human,history
[132] modern,human
[132] first,time
[132] time,modern
[132] warning,preventing
[132] goal,public
[132] health,changed
[132] changed,warning
[132] history,goal

Top Word Pairs in Tweet in G4:
[224] public,health
[31] covid,19
[21] health,emergency
[18] mental,health
[14] health,care
[13] hey,team
[13] assignment,help
[13] supply,chain
[13] service,supply
[13] writing,service

Top Word Pairs in Tweet in G5:
[188] public,health
[150] blm,protests
[150] called,public
[150] join,blm
[150] health,experts
[150] gatherings,join
[150] remember,called
[150] experts,ok
[150] mass,gatherings
[150] ok,mass

Top Word Pairs in Tweet in G6:
[92] public,health
[88] 000,epidemiologists
[88] health,bureaucrats
[87] letter,saying
[87] bureaucrats,mentally
[87] mentally,sick
[87] sick,000
[87] moment,knew
[87] knew,public
[87] write,letter

Top Word Pairs in Tweet in G7:
[120] public,health
[36] drjbhattacharya,kerpen
[36] health,establishment
[32] behalf,public
[31] kerpen,wish
[31] forgiveness,behalf
[31] beg,forgiveness
[31] wish,beg
[30] establishment,anyth
[28] health,figure

Top Word Pairs in Tweet in G8:
[93] public,health
[56] lauramiers,public
[55] exactly,consented
[55] consented,global
[55] manufactured,folks
[55] public,consent
[55] folks,soon
[55] discover,exactly
[55] consent,manufactured
[55] global,public

Top Word Pairs in Tweet in G9:
[65] public,health
[16] health,emergency
[11] healthy,cities
[11] cities,summit
[11] partnership,healthy
[11] health,care
[10] need,stand
[10] rights,join
[10] join,#statusforall
[10] migrant,rights

Top Word Pairs in Tweet in G10:
[40] public,health
[23] budget,fiscal
[23] year,nurses
[23] ford,releases
[23] government,invest
[23] need,government
[23] 23,doug
[23] nurses,need
[23] invest,public
[23] releases,budget

Top Replied-To
Top Replied-To in Entire Graph:
@tedcruz
@mtaibbi
@walshfreedom
@dwallacewells
@rohitjoycpa
@robertclark62
@_seanogrady
@abridgen
@drjbhattacharya
@ccsavage21

Top Replied-To in G1:
@ccsavage21
@bdomenech
@pro_pupfish
@naffects
@wurzer_joseph
@sergiovengeance

Top Replied-To in G2:
@speakermccarthy
@brittlestar
@markruffalo

Top Replied-To in G3:
@mtaibbi
@nateb_panic
@lee_crollphd
@boydmath
@brianmarlatt
@alenapa45468101
@fieldwhistle
@robjamesmckenna
@northwestjourno
@alterivan1

Top Replied-To in G5:
@vigilantfox
@govrondesantis
@flsurgeongen
@sbg4lf
@maddogbraddock
@ryan_ranting
@donahueband
@dailyclout
@avigdore
@maytrix16

Top Replied-To in G6:
@diedsuddenly_
@crazyh0rse22
@sues86453
@elonmusk
@chromedohmm
@rhosking252
@manifesto2000

Top Replied-To in G7:
@drjbhattacharya
@monicagandhi9
@ingridasimonyte
@cdog1962
@ewoodhouse7
@sdbaral
@kerpen
@ajlamesa
@laurapowellesq
@shivenchabria

Top Replied-To in G8:
@virginiabuysse
@helenbranswell
@dj_znuh
@jo_lev
@counsellingsam
@joycecaroloates
@capublichealth
@lauramiers

Top Replied-To in G9:
@drtedros
@sdg13un

Top Replied-To in G10:
@sylviajonesmpp
@btp1960
@cpbh01
@concern70732755
@mareadelportill
@sue_innovates
@bramptongraham
@govcanhealth
@barryhunt008

Top Mentioned
Top Mentioned in Entire Graph:
@davidzweig
@epa
@markruffalo
@govrondesantis
@nateb_panic
@sues86453
@scottatlas_it
@drjbhattacharya
@jasonrantz
@elonmusk

Top Mentioned in G1:
@davidzweig
@bdomenech
@reason
@ggreenwald
@michaelpsenger
@sergiovengeance
@thackerpd
@naffects
@mtaibbi
@shellenbergermd

Top Mentioned in G2:
@epa
@markruffalo
@politicsusa46
@speakermccarthy
@ewg
@yalesph
@fordnation
@abcnewslive
@yale
@remirol1956

Top Mentioned in G3:
@nateb_panic
@enemyinastate
@lee_crollphd
@katieklocksin
@meetjess
@cdcgov
@mtaibbi
@rochandamitche1
@justaneighsayer
@ebonyjhilton_md

Top Mentioned in G4:
@assignmenthelpq
@ispotify1
@peterprincipas
@ptboexaminer
@natlawhealthlaw
@wcmunews
@nc_dmf
@andykirkham9
@gregvanommeren

Top Mentioned in G5:
@govrondesantis
@vigilantfox
@markchangizi
@flsurgeongen
@dailyclout
@franklin_graham
@retsefl
@patrickfullman
@davidzweig
@justincase1234y

Top Mentioned in G6:
@sues86453
@elonmusk
@truetruthtoday
@diedsuddenly_
@nbptrocks
@rethink_x
@davidzweig
@orroz44
@penelopekjones
@mrmauro3

Top Mentioned in G7:
@drjbhattacharya
@kerpen
@lionadvocacy
@unherd
@bjornanilsson
@freddiesayers
@ajlamesa
@monicagandhi9
@vprasadmdmph
@jusrangers

Top Mentioned in G8:
@lauramiers
@sdaction1
@oaklandtina
@dare2bwell
@helenbranswell
@lapublichealth
@nateb_panic
@geoffypjohnston
@theresisters2
@joycecaroloates

Top Mentioned in G9:
@who
@friendsmedicare
@mayoroflondon
@drtedros
@bloombergdotorg
@danielturnerptf
@drkellyhenning
@pigreen1
@cop27p
@wael_aboulmagd

Top Mentioned in G10:
@ontarionurses
@fordnation
@dickzoutman
@ontariohealthc
@chandrapasma
@rcmpgrcpolice
@heathermoandco
@mrdash109
@oneguy83440339
@sylviajonesmpp

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@stigmabaseo
@kat4obama
@kenkircher1
@marthalynneowe1
@cheezwitham
@john1966olsen
@givemepie360
@inquirerdotnet
@ligayaloyola

Top Tweeters in G1:
@bassaces1
@purpledalmation
@plivestrong
@jtlol
@carolehope2
@jamierjn
@cptcookswife
@arbara0728b
@willcollier
@neoavatara

Top Tweeters in G2:
@cheezwitham
@b1e56df9ce6549f
@joanisparkles
@jamestoupin
@changetocindy
@carollarue
@remirol1956
@burnettcynthia
@ambeautifulshow
@redz041

Top Tweeters in G3:
@alizardx
@debp197
@heather63262308
@susanchubb1
@scott_squires
@axman643
@aasaraiko
@ameliaaber
@cabbidges
@bobittyboop

Top Tweeters in G4:
@stigmabaseo
@jmhamiltonblog
@jimmyroybloom
@nwjs_jobs
@andym6769
@murfad
@suriyasubraman
@prison_health
@sylvaners
@tsarina_muna

Top Tweeters in G5:
@idomain8
@sheelaghg
@googwaba
@ctironman
@galvezprimo
@kraft_ja
@matthew_9000
@htownharold
@mike___elliott
@rz88tom

Top Tweeters in G6:
@skb_sara
@toscaausten
@boxersforlife
@rhosking252
@rrnicholas22
@bookersparticus
@pauwitkowski
@crrja5
@thewriterme
@75otingocni

Top Tweeters in G7:
@maegan_laporte
@lisamar91564392
@saraart4
@juliecraighead
@botantipass
@drubald
@kerpen
@nanhayworth
@nicolettagiust1
@ajlamesa

Top Tweeters in G8:
@ligayaloyola
@jjj5819
@ghostcatbce
@monasmitte
@joejaggi
@geoffypjohnston
@saffiya_khan1
@sfdirewolf
@tvmcca
@joelscribes

Top Tweeters in G9:
@darylgibson
@wwf
@basuashis
@legsidelizzy
@jhpadillaleal
@holly2360
@chitkwesumanetu
@madube_
@jumaabdukarim
@pigreen1

Top Tweeters in G10:
@dianneathome
@shoos4u
@ctvnews
@nnorma192
@stuckncalgary
@globalnews
@cbcnews
@justwatchme14
@ctvcalgary
@kensmith001