public health, Twitter, 3/4/2023 1:05:28 PM, 290197


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public health_2023-03-04_04-48-01.xlsx
public health_2023-03-04_04-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2023
Short Description:
public health via NodeXL PERMANENTLY_REMOVED
@rwmalonemd
@vigilantfox
@drjbhattacharya
@joerogan
@erictopol
@beansprouts_mom
@jchilton666
@robertgauss5
@grandbeggar
@drstaceybutters

Top hashtags:
#mrna
#covid19
#chelseaclinton
#rachellevine
#moh
#nug
#onpoli

Description:
Description
The graph represents a network of 6,411 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 12:52 UTC.

The tweets in the network were tweeted over the 1082-day, 0-hour, 46-minute period from Tuesday, 17 March 2020 at 00:14 UTC to Saturday, 04 March 2023 at 01:00 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 : 6411
Unique Edges : 3433
Edges With Duplicates : 10351
Total Edges : 13784
Number of Edge Types : 9
Retweet : 4025
MentionsInRetweet : 5326
Replies to : 869
MentionsInReplyTo : 2027
Tweet : 735
MentionsInQuote : 114
Mentions : 500
Quote : 124
MentionsInQuoteReply : 64
Self-Loops : 1056
Reciprocated Vertex Pair Ratio : 0.0188450666307713
Reciprocated Edge Ratio : 0.0369929977539966
Connected Components : 988
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 2884
Maximum Edges in a Connected Component : 7146
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.731442
Graph Density : 0.000184185186780424
Modularity : 0.548553
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,411 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 12:52 UTC.

The tweets in the network were tweeted over the 1082-day, 0-hour, 46-minute period from Tuesday, 17 March 2020 at 00:14 UTC to Saturday, 04 March 2023 at 01:00 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:
[33] https://www.npr.org/2023/03/02/1160784530/tennessee-ban-public-drag-shows-transgender-health-care-youth
[21] https://www.npr.org/2023/03/02/1160784530/tennessee-ban-public-drag-shows-transgender-health-care-youth?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[11] https://www.pinalcentral.com/casa_grande_dispatch/area_news/board-discusses-countys-outreach-for-covid-vaccine/article_9216f41c-d075-5e20-a8dc-69edee0b9b19.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[7] https://adastraholdings.ca/adastra-labs-clarifies-and-retracts-certain-disclosure-related-to-its-receipt-of-health-canada-approval-for-the-amendment-to-include-cocaine-under-its-controlled-substances-licence/
[6] https://twitter.com/viennasky/status/1631703443030016003/photo/1
[6] https://www.theepochtimes.com/federal-public-servants-can-claim-75k-for-sex-change-under-new-health-benefits-as-of-july-1_5092952.html
[6] https://twitter.com/LauraMiers/status/1589278845710266368/photo/1
[6] 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.canada.ca/en/public-health/services/immunization/national-advisory-committee-on-immunization-naci/naci-membership-representation.html
[5] https://twitter.com/c_plushie/status/1631741491071848448

Top URLs in Tweet in G1:
[4] https://twitter.com/SeguraBlake/status/1631801860435615744/photo/1
[1] https://rwmalonemd.substack.com/p/sars-cov-wiv?sd=pf
[1] https://twitter.com/banthebbc/status/1631544291444113413/video/1
[1] https://twitter.com/i/web/status/1630676052421779462
[1] https://twitter.com/EricTopol/status/1630967233328578560?s=20
[1] https://www.phi.org/press/breakthrough-infection-study-compares-decline-in-vaccine-effectiveness-and-consequences-for-mortality/
[1] https://www.canada.ca/en/public-health/services/immunization/national-advisory-committee-on-immunization-naci/guidance-covid-19-vaccine-booster-doses-initial-considerations-2023.html
[1] https://www.hsph.harvard.edu/news/hsph-in-the-news/pfizer-moderna-boosters-both-effective-against-severe-covid-19-outcomes/
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/articles/coronaviruscovid19latestinsights/vaccines
[1] https://www.canada.ca/en/public-health/services/immunization-vaccines/vaccination-webinars-webcasts-health-professionals/understanding-vaccine-injury-support-program.html

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1631791372855287810
[1] https://twitter.com/VigilantFox/status/1631791372855287810/video/1
[1] https://twitter.com/i/web/status/1631405811241975809
[1] https://twitter.com/VigilantFox/status/1631405811241975809/video/1
[1] https://stevekirsch.substack.com/p/now-published-in-the-peer-reviewed?utm_source=twitter&utm_campaign=auto_share&r=o7iqo
[1] https://twitter.com/i/web/status/1631483106996748288
[1] https://twitter.com/DailyNoahNews/status/1631483106996748288/video/1
[1] https://twitter.com/Honker0/status/1631792526855385089/photo/1
[1] https://twitter.com/HickieMd/status/1631625555711000578/photo/1
[1] https://twitter.com/constantin_t/status/1631749015023878149/video/1

Top URLs in Tweet in G3:
[13] https://www.npr.org/2023/03/02/1160784530/tennessee-ban-public-drag-shows-transgender-health-care-youth
[11] https://www.pinalcentral.com/casa_grande_dispatch/area_news/board-discusses-countys-outreach-for-covid-vaccine/article_9216f41c-d075-5e20-a8dc-69edee0b9b19.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[6] https://www.npr.org/2023/03/02/1160784530/tennessee-ban-public-drag-shows-transgender-health-care-youth?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[4] https://twitter.com/nutritionpunch/status/1631778725317705728/photo/1
[4] https://twitter.com/CareerTech_TPSD/status/1631784532209803266/photo/1
[4] https://twitter.com/UPManilaOnline/status/1631814948589572096/photo/1
[4] https://twitter.com/fast_epp/status/1631808515307372544/photo/1
[4] https://twitter.com/TiaMarie48375/status/1631647022519394310/photo/1
[4] https://twitter.com/RepDeSaulnier/status/1631777380854382592/photo/1
[3] https://www.dailymail.co.uk/health/article-11813179/Floridians-told-not-tap-water-face-amid-brain-eating-bug-fears.html

Top URLs in Tweet in G4:
[4] https://www.wtvy.com/2023/02/26/epa-announces-2594500-clean-water-infrastructure-upgrade-alabama/
[3] https://twitter.com/RWMaloneMD/status/1631765847000612865?t=K-9Sd6JrIq4njSb4Yspmlw&s=19
[2] https://twitter.com/SpartaJustice/status/1631363125269209088?s=20
[2] https://compactmag.com/article/how-mask-mandates-defaced-us
[1] https://twitter.com/i/web/status/1630926725398790147
[1] https://twitter.com/COVIDSelect/status/1630671743898599424/video/1
[1] https://twitter.com/JanJekielek/status/1631802438960250880/video/1
[1] https://twitter.com/i/web/status/1631389603952205851
[1] https://twitter.com/SpartaJustice/status/1631363125269209088
[1] https://twitter.com/TheChiefNerd/status/1631775618470666240/video/1

Top URLs in Tweet in G5:
[1] https://twitter.com/CarlosGSmith/status/1631753453352484869/photo/1

Top URLs in Tweet in G6:
[3] https://twitter.com/maritstiles/status/1631381061320974344/photo/1
[2] https://cupe.ca/protect-public-health-care-close-loopholes-profit-care
[2] https://twitter.com/PaulCalandra/status/1631756322495504384/photo/1
[2] https://twitter.com/ToddSmithPC/status/1631725717640683520/photo/1
[2] https://us06web.zoom.us/meeting/register/tZctdO6vrj8qHtPT0-Ku3doze01AGRtl7dyh
[2] https://twitter.com/UniforTheUnion/status/1631377183754035202/photo/1
[1] https://twitter.com/ontarionurses/status/1631671395749953536/photo/1
[1] https://twitter.com/theJagmeetSingh/status/1631349696781512705/video/1
[1] https://www.ndp.ca/stop-privatization?source=20220116_SOC_HC_1_AYN_TW_JS_EN_ALL&utm_medium=SOC&utm_source=TW&utm_campaign=Healthcare_ALL&utm_content=20220116_SOC_HC_1_AYN_TW_JS_EN_ALL
[1] https://www.cp24.com/video?clipId=2639455&jwsource=twi

Top URLs in Tweet in G7:
[3] https://nypost.com/2023/02/27/10-myths-told-by-covid-experts-now-debunked/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://twitter.com/i/web/status/1631687273812045825
[1] https://twitter.com/DaizToms/status/1631675417559207936
[1] https://gbdeclaration.org/
[1] https://twitter.com/MartinKulldorff/status/1470377597003567112
[1] https://twitter.com/wopizza/status/1631303935532355584/photo/1
[1] https://twitter.com/wopizza/status/1631771720288976897/video/1
[1] https://twitter.com/EndWokeness/status/1631490094648401920/photo/1
[1] https://twitter.com/gutresolution/status/1631808594890096641/video/1
[1] https://twitter.com/gutresolution/status/1631505730581987330/video/1

Top URLs in Tweet in G8:
[1] https://twitter.com/savyrecords/status/1631650924870479872/photo/1

Top URLs in Tweet in G9:
[5] https://peoplescdc.org/2023/02/14/preserve-and-expand-the-public-health-resources-under-the-covid-state-of-emergency/
[4] https://www.cdph.ca.gov/Programs/OPA/Pages/NR23-014.aspx
[4] https://twitter.com/LauraMiers/status/1589278845710266368/photo/1
[4] https://twitter.com/LauraMiers/status/1589307196550303744/photo/1
[2] https://twitter.com/LauraPowellEsq/status/1631779620503830529
[2] https://twitter.com/wadepthealth/status/1631705860417126443
[2] https://twitter.com/WADeptHealth/status/1631705860417126443
[2] https://fortune.com/well/2022/11/01/tripledemic-rsv-flu-covid-flu-like-illness-pediatric-health-emergency-orange-county-southern-california-us-united-states-canada-winter-fall-surge-schools-viral-illness-public-health/
[1] https://twitter.com/senorhettler/status/1630243912542482432
[1] https://twitter.com/senorhettler/status/1631729939077636130

Top URLs in Tweet in G10:
[1] https://twitter.com/VivekGRamaswamy/status/1631796704113565696/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[825] twitter.com
[62] npr.org
[17] substack.com
[16] co.uk
[15] canada.ca
[11] pinalcentral.com
[11] youtube.com
[10] gov.au
[10] ca.gov
[9] org.uk

Top Domains in Tweet in G1:
[9] twitter.com
[2] canada.ca
[1] substack.com
[1] phi.org
[1] harvard.edu
[1] gov.uk

Top Domains in Tweet in G2:
[11] twitter.com
[1] substack.com

Top Domains in Tweet in G3:
[112] twitter.com
[20] npr.org
[11] pinalcentral.com
[9] substack.com
[7] co.uk
[4] theperfectenemy.com
[3] sky.com
[3] yahoo.com
[3] cvsoci.al
[3] patch.com

Top Domains in Tweet in G4:
[16] twitter.com
[4] wtvy.com
[2] compactmag.com
[1] americaoutloud.com
[1] youtube.com
[1] foxnews.com
[1] nytimes.com
[1] trib.al

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[22] twitter.com
[2] cupe.ca
[2] zoom.us
[1] ndp.ca
[1] cp24.com
[1] cbc.ca
[1] newmode.net
[1] rnao.ca
[1] monitormag.ca
[1] valuenurses.ca

Top Domains in Tweet in G7:
[12] twitter.com
[3] nypost.com
[1] gbdeclaration.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[35] twitter.com
[5] peoplescdc.org
[4] ca.gov
[3] harvardpublichealth.org
[2] fortune.com
[2] opb.org
[1] gallup.com
[1] google.com
[1] wa.gov
[1] zoom.us

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] mrna
[40] covid19
[28] chelseaclinton
[28] rachellevine
[21] moh
[21] nug
[15] onpoli
[14] betterstaffingbettercare
[14] health
[12] publichealth



Top Hashtags in Tweet in G1:
[1] mrna

Top Hashtags in Tweet in G3:
[4] coverage
[4] health
[3] telemedicine
[3] publichealth
[2] cdnpoli
[2] digitalhealth
[2] children
[2] coronavirus
[2] raceethnicity
[2] vaccines

Top Hashtags in Tweet in G4:
[4] alabama
[1] america
[1] ww3
[1] ukraine
[1] ccp
[1] covid
[1] wuhan
[1] evt
[1] stroketwitter

Top Hashtags in Tweet in G6:
[14] betterstaffingbettercare
[8] onpoli
[6] supportnurses
[4] cdnpoli
[3] catholicteachers
[3] solidarity
[3] cryinpaul
[3] unifor
[2] onted
[1] fordisaliar

Top Hashtags in Tweet in G7:
[5] covid19
[1] lockdownfiles
[1] rightandleftglutealmuscles
[1] mrnaindeltoidmuscle
[1] omicron
[1] publichealth
[1] lied
[1] lockdown

Top Hashtags in Tweet in G9:
[3] keepmasksinhealthcare
[2] keepmasksinhealthcareca
[1] medicareforall
[1] operationstopcoviddenial
[1] teamreality
[1] mapoli
[1] patientscantwait
[1] climategrief
[1] climatechange
[1] climateemergency

Top Hashtags in Tweet in G10:
[43] mrna

Top Words
Top Words in Tweet in Entire Graph:
[4046] health
[3396] public
[1101] people
[752] millions
[710] bill
[694] care
[654] government
[647] covid
[606] advice
[597] follow

Top Words in Tweet in G1:
[491] people
[490] rwmalonemd
[488] cov
[488] wiv
[488] united
[488] government
[488] sars
[488] millions
[488] states
[488] furthermore

Top Words in Tweet in G2:
[520] follow
[520] bill
[519] joerogan
[518] health
[518] public
[517] cking
[517] gates'
[517] wild'
[517] 'f
[512] advice

Top Words in Tweet in G3:
[268] health
[242] public
[54] covid
[37] 19
[35] care
[29] people
[25] county
[24] march
[23] department
[23] more

Top Words in Tweet in G4:
[176] janjekielek
[175] single
[173] part
[173] gov
[173] intervention
[173] dr
[173] robert
[173] malone
[173] made
[173] 'public

Top Words in Tweet in G5:
[396] health
[387] care
[194] millions
[194] floridians
[194] losing
[193] laser
[193] chair
[193] carlosgsmith
[193] services
[193] human

Top Words in Tweet in G6:
[107] health
[99] public
[98] thejagmeetsingh
[93] parliament
[91] 30
[85] calling
[84] staff
[84] 000
[83] visit
[83] 70

Top Words in Tweet in G7:
[132] covid
[104] drjbhattacharya
[104] health
[102] public
[89] lockdown
[61] wrong
[60] fundamental
[58] catastrophically
[58] decision
[58] revealed

Top Words in Tweet in G8:
[278] interference
[149] public
[148] health
[142] savyrecords
[139] lots
[139] monster
[139] elections
[139] china's
[139] talk
[139] 's

Top Words in Tweet in G9:
[125] health
[116] public
[51] covid
[42] senorhettler
[36] 000
[31] emergency
[25] biden
[24] sensanders
[23] people
[22] healthcare

Top Words in Tweet in G10:
[126] health
[86] people
[82] democracy
[82] actually
[82] feel
[82] measure
[82] percentage
[82] best
[82] free
[81] vivekgramaswamy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2611] public,health
[592] follow,bill
[584] advice,matters
[573] matters,public
[544] united,states
[536] sars,cov
[535] killed,millions
[535] furthermore,people
[535] government,killed
[535] accept,government

Top Word Pairs in Tweet in G1:
[488] united,states
[488] states,accept
[488] wiv,furthermore
[488] people,united
[488] cov,wiv
[488] furthermore,people
[488] government,killed
[488] killed,millions
[488] sars,cov
[488] accept,government

Top Word Pairs in Tweet in G2:
[520] follow,bill
[517] wild',follow
[517] 'f,cking
[517] bill,gates'
[517] cking,wild'
[517] joerogan,'f
[516] public,health
[512] advice,matters
[509] gates',advice
[500] matters,public

Top Word Pairs in Tweet in G3:
[161] public,health
[36] covid,19
[20] health,care
[16] health,emergency
[13] department,health
[13] public,education
[12] 19,public
[12] health,services
[12] drag,shows
[11] considered,extending

Top Word Pairs in Tweet in G4:
[173] single,'public
[173] intervention,made
[173] dr,robert
[173] part,gov
[173] malone,single
[173] 'public,health'
[173] made,part
[173] gov,wrong
[173] health',intervention
[173] robert,malone

Top Word Pairs in Tweet in G5:
[194] health,care
[194] losing,health
[194] floridians,losing
[194] millions,floridians
[193] services,care
[193] care,gop
[193] chair,health
[193] human,services
[193] less,laser
[193] gop,chair

Top Word Pairs in Tweet in G6:
[83] member,parliament
[83] calling,each
[83] 000,surgery
[83] decide,staff
[83] parliament,decide
[83] each,member
[83] 30,000
[83] surgery,calling
[83] doctor,visit
[83] visit,30

Top Word Pairs in Tweet in G7:
[78] public,health
[59] covid,lockdown
[58] catastrophically,failed
[58] making,revealed
[58] fundamental,problems
[58] lockdown,decision
[58] revealed,fundamental
[58] decision,making
[58] failed,covid
[58] wrong,catastrophically

Top Word Pairs in Tweet in G8:
[148] public,health
[139] interference,elections
[139] talk,china's
[139] china's,interference
[139] 's,public
[139] elections,interference
[139] health,monster
[139] interference,'s
[139] lots,talk
[138] savyrecords,lots

Top Word Pairs in Tweet in G9:
[86] public,health
[24] 000,000
[13] health,committee
[13] over,public
[13] health,emergency
[13] senate,health
[12] year,biden
[12] tsa,budget
[12] emergency,declaration
[12] economic,activity

Top Word Pairs in Tweet in G10:
[82] percentage,people
[82] health,democracy
[82] democracy,percentage
[82] measure,health
[82] best,measure
[82] feel,free
[82] free,actually
[82] people,feel
[81] vivekgramaswamy,best
[81] actually,thin

Top Replied-To
Top Replied-To in Entire Graph:
@thejagmeetsingh
@wadepthealth
@endwokeness
@opb
@picardonhealth
@michaelpsenger
@gop
@drjbhattacharya
@totalcytopath
@imkatiern

Top Replied-To in G1:
@rwmalonemd
@andrewm36013517
@patty_heilmann
@robertgauss5
@grandbeggar
@lysandrax5
@king_broadbent

Top Replied-To in G2:
@totalcytopath
@deguello2034
@vigilantfox
@stkirsch
@gersonpaull_md
@freegazanias
@hickiemd

Top Replied-To in G4:
@thechiefnerd
@robschneider
@rwmalonemd
@renztom
@janjekielek
@jennifersey
@newsmax
@cpac
@kelly_laco
@thehill

Top Replied-To in G5:
@carlosgsmith

Top Replied-To in G6:
@thejagmeetsingh
@chemvalley78
@asjen
@brian_downey1
@makismd
@bogochisaac
@raghu_venugopal
@toddsmithpc
@paulcalandra
@drbobbell

Top Replied-To in G7:
@endwokeness
@drjbhattacharya
@jessekellydc
@wopizza
@spectator20211
@daiztoms
@dannyknapp5
@freedomalternat
@mistahbuhau
@scolerkolo

Top Replied-To in G8:
@savyrecords

Top Replied-To in G9:
@wadepthealth
@opb
@suesuecurious
@laurapowellesq
@capublichealth
@ca4governance
@wsbgnl
@erinbjackson
@concernedmomwa
@mmeblackballoon

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@joerogan
@vigilantfox
@carlosgsmith
@janjekielek
@savyrecords
@drjbhattacharya
@thejagmeetsingh
@vivekgramaswamy
@banthebbc

Top Mentioned in G1:
@rwmalonemd
@banthebbc
@lexfridman
@robertgauss5
@andrewm36013517
@drjbhattacharya
@jennsing3
@mythinformedmke
@vigilantfox
@joerogan

Top Mentioned in G2:
@joerogan
@vigilantfox
@dailynoahnews
@neputewellness
@constantin_t
@rwmalonemd
@gersonpaull_md
@emeraldrobinson
@abirballan

Top Mentioned in G3:
@dowbboy
@npsw
@tzuyuseyelash
@n_carich
@anniefoundation
@hooperjasmine00
@toddbohannon
@tiamarie48375
@kool_foot_luke
@roudtartly

Top Mentioned in G4:
@janjekielek
@spartajustice
@thechiefnerd
@rwmalonemd
@nikkihaley
@cpac
@galexybrane
@nytimes
@jennifersey
@delbigtree

Top Mentioned in G5:
@carlosgsmith
@thatgrimes

Top Mentioned in G6:
@thejagmeetsingh
@ontarionurses
@raghu_venugopal
@fordnation
@wayne_gates
@maritstiles
@ndp
@ontariohealthc
@cupenat
@sylviajonesmpp

Top Mentioned in G7:
@drjbhattacharya
@wopizza
@danielhadas2
@rwmalonemd
@martinkulldorff
@martymakary
@endwokeness
@gutresolution
@jessekellydc
@musicyouhavent1

Top Mentioned in G8:
@savyrecords
@vigilantfox
@joerogan
@drjbhattacharya
@joshuaactionnb
@puddy2763
@wopizza
@scottb7490

Top Mentioned in G9:
@senorhettler
@sensanders
@wsbgnl
@capublichealth
@wadepthealth
@equalityalec
@sdaction1
@myrabatchelder
@suesuecurious

Top Mentioned in G10:
@vivekgramaswamy
@drcraigwax
@rwmalonemd
@janjekielek
@dollarntzen
@banthebbc

Top Tweeters
Top Tweeters in Entire Graph:
@souljahsingh
@jurylady5
@yarosisnancy
@lizditz
@bannerite
@pckj3627
@porridgeisgood
@magicdmw
@openletterbot
@jjj5819

Top Tweeters in G1:
@souljahsingh
@magicdmw
@rosa29240097
@donnyharris1956
@julie34479
@takiwasa
@claudiagcbell
@usaborn3
@emastrro
@gillianamy2911

Top Tweeters in G2:
@lizditz
@rogersurfacings
@lcmarsh2
@mdmak33
@walley1027
@jaford57
@trumpstersteve
@mogicrz
@fortymilefrank
@majeh19

Top Tweeters in G3:
@jmhamiltonblog
@usrealitycheck
@theeddie24ful
@thai_city
@renissance_1
@cbs21news
@monkey_viral
@timmins316
@pinksheepnews
@crystal82028223

Top Tweeters in G4:
@thehill
@doodlestrks
@debrabuenik
@nytimes
@alvarez_nimer
@reneedahl5
@daniellenorgedm
@sunni_in_socal
@crzyredhead2018
@sasky19591

Top Tweeters in G5:
@carrybeyond
@washumom
@micjojd
@billieo2
@rhonda_harbison
@nakesha_horsey
@linda1746
@tallyannae
@ae4ca
@nobiggovduh

Top Tweeters in G6:
@chuckw12
@jodikoberinski
@vicgrams
@rexannakeats
@whaaf
@justwatchme14
@23courtug
@millerd99
@signsaresaying
@llynneirwin

Top Tweeters in G7:
@sustain05
@wavetossed
@annasilvani
@todomejorqenada
@nylerobin
@berniceness
@teeisme1
@soncharm
@lyndsay_hopkins
@msoswald

Top Tweeters in G8:
@steevesralph
@fosgate1337
@thomasmcrae2
@onecrusader1
@sewwhocares
@mick12346
@mikederaiche
@big_dmb
@sayingitlouder
@freedom4canada1

Top Tweeters in G9:
@jjj5819
@soaprookie
@joejaggi
@scott_squires
@randomjeweler
@wydmindfeersart
@lacunalingua_3
@morgandawn6
@zephyrzeitgeist
@pamacious

Top Tweeters in G10:
@cptcookswife
@ohioyallers
@yona1959
@akazo
@lou05316597
@zephryus47
@vgat9300
@bartb1067
@nahbabeenah
@klark77


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