public health, Twitter, 11/29/2020 8:39:36 PM, 242389


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public health_2020-11-28_04-40-31.xlsx
public health_2020-11-28_04-40-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2020
Short Description:
public health via NodeXL https://bit.ly/3qeGwJd
@ossoff
@coribush
@josephsakran
@waytowichneil
@jessbravin
@michaelmina_lab
@michelle_dit
@drericding
@solon594bce
@craig_a_spencer

Top hashtags:
#covid19
#business
#calculus
#exams
#ableg
#history
#onpoli
#biology
#dpa

Description:
Description
The graph represents a network of 9,556 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, 28 November 2020 at 12:50 UTC.

The requested start date was Saturday, 28 November 2020 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, 31-minute period from Wednesday, 25 November 2020 at 02:57 UTC to Friday, 27 November 2020 at 03:29 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 : 9556
Unique Edges : 4582
Edges With Duplicates : 12517
Total Edges : 17099
Number of Edge Types : 5
Mentions : 2004
Retweet : 5849
MentionsInRetweet : 6736
Replies to : 967
Tweet : 1543
Self-Loops : 1575
Reciprocated Vertex Pair Ratio : 0.00618623833297157
Reciprocated Edge Ratio : 0.0122964081544601
Connected Components : 1560
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 4805
Maximum Edges in a Connected Component : 10221
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.414338
Graph Density : 0.000101535929437622
Modularity : 0.562435
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,556 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, 28 November 2020 at 12:50 UTC.

The requested start date was Saturday, 28 November 2020 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, 31-minute period from Wednesday, 25 November 2020 at 02:57 UTC to Friday, 27 November 2020 at 03:29 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:
[20] https://www.foxnews.com/politics/biden-public-health-experts-10-people-max-thanksgiving-gatherings
[14] https://www.alberta.ca/enhanced-public-health-measures.aspx
[13] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/covid-alert.html
[11] https://www.thestar.com/politics/provincial/2020/11/25/ontarios-response-to-covid-19-slowed-by-a-cumbersome-command-structure-that-sidelines-public-health-experts-auditor-general-says.html
[10] https://www.supremecourt.gov/opinions/20pdf/20a87_4g15.pdf
[9] https://www.dallasnews.com/news/public-health/2020/11/26/texas-reports-more-12423-new-coronavirus-cases-206-deaths/?utm_content=bufferbb2fa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://wired.jp/2020/11/17/drug-reform-votes-public-health/
[8] http://www.bccdc.ca/health-info/diseases-conditions/covid-19/public-exposures
[7] https://www.cbsnews.com/news/los-angeles-shut-off-water-power-houses-hosting-large-parties-gatherings/
[6] https://www.ottawapublichealth.ca/Masks

Top URLs in Tweet in G1:
[3] https://twitter.com/coribush/status/1331782591461076993
[1] https://www.mahoningmatters.com/local-news/new-zip-code-data-accompanies-state-covid-19-case-spike-2516434
[1] https://twitter.com/the_wisco_hawk/status/1331619244082081795

Top URLs in Tweet in G2:
[4] https://www.alberta.ca/enhanced-public-health-measures.aspx
[3] https://www.lakelandtoday.ca/local-news/alberta-declares-state-of-public-health-emergency-2907916?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.thestar.com/politics/provincial/2020/11/25/ontarios-response-to-covid-19-slowed-by-a-cumbersome-command-structure-that-sidelines-public-health-experts-auditor-general-says.html
[3] https://twitter.com/i/events/1332021569024000000
[3] https://www.nytimes.com/2020/11/26/nyregion/supreme-court-churches-religious-gatherings.html?referringSource=articleShare
[3] https://www.dailykos.com/stories/2020/11/26/1998413/-Trump-Supreme-Court-shows-how-bad-it-s-going-to-be-with-order-putting-churches-above-public-health
[2] https://nationalpost.com/news/canada/alberta-declares-state-of-public-health-emergency-and-sends-students-home-as-covid-cases-soar
[2] https://myemail.constantcontact.com/subject.html?soid=1101867060869&aid=lcfqHRk_pRo
[2] https://twitter.com/raymondnaguit/status/1331752912616189953
[2] https://www.foxnews.com/health/coronavirus-vaccine-public-health-measures-fauci

Top URLs in Tweet in G3:
[4] https://www.alberta.ca/enhanced-public-health-measures.aspx
[4] https://www.cbc.ca/news/canada/edmonton/alberta-covid-19-response-tension-recordings-1.5814877
[2] https://www.thestar.com/politics/provincial/2020/11/25/ontarios-response-to-covid-19-slowed-by-a-cumbersome-command-structure-that-sidelines-public-health-experts-auditor-general-says.html
[2] https://www.vox.com/science-and-health/2019/12/13/21004456/bill-gates-mckinsey-global-public-health-bcg
[1] https://www.alberta.ca/covidab
[1] https://twitter.com/YourAlberta/status/1331393689353011200
[1] https://twitter.com/TheHillTimes/status/1331686625722691589
[1] https://twitter.com/picardonhealth/status/721032280836321280
[1] https://www.facebook.com/rachelnotley/videos/814206486031901/
[1] https://edmonton.ctvnews.ca/kenney-tougher-mask-law-would-create-a-backlash-and-cause-some-rural-albertans-to-unmask-1.5205098

Top URLs in Tweet in G4:
[5] https://www.thestar.com/politics/provincial/2020/11/25/ontarios-response-to-covid-19-slowed-by-a-cumbersome-command-structure-that-sidelines-public-health-experts-auditor-general-says.html
[2] https://twitter.com/Travisdhanraj/status/1331694750777405444
[2] https://www.youtube.com/watch?v=TKiHfw0uAwY

[2] https://www.thestar.com/news/city_hall/2020/11/24/public-health-chief-city-staff-back-plan-to-put-bike-lanes-on-north-yonge-street.html
[1] https://www.youtube.com/watch?v=uoe4g-2qrTk

[1] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-lab-testing-case-management-auditor-report-1.5814949
[1] https://twitter.com/cityoftoronto/status/1331352073661800449
[1] https://toronto.ctvnews.ca/ontario-s-top-doctor-did-not-lead-province-s-covid-19-response-auditor-finds-1.5203603
[1] https://twitter.com/ColinDMello/status/1331606922894729217
[1] https://www.cp24.com/news/stick-with-the-number-crunching-ford-hits-back-at-ag-s-criticism-of-covid-19-response-1.5203562

Top URLs in Tweet in G5:
[3] https://apnews.com/article/travel-public-health-health-coronavirus-pandemic-thanksgiving-415d60326eaa1c33854d2702efb23144
[1] https://time.com/5912705/covid-19-stop-spread-christmas/
[1] https://www.forbes.com/sites/nicholasreimann/2020/11/25/florida-gov-extends-ban-on-cities-imposing-their-own-masks-mandates-critic-calls-move-a-killing-spree/
[1] https://twitter.com/frkadel/status/1331985823068266497
[1] https://www.wfla.com/community/health/coronavirus/florida-coronavirus-gov-desantis-extends-order-suspending-covid-19-related-enforcement-fines/
[1] https://trib.al/CoSTEt0
[1] https://trib.al/Eo0x5MM
[1] https://threadreaderapp.com/thread/1331365749772984333.html

Top URLs in Tweet in G6:
[1] https://twitter.com/TCFdotorg/status/1329032355198234624

Top URLs in Tweet in G7:
[8] http://www.bccdc.ca/health-info/diseases-conditions/covid-19/public-exposures
[5] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19/covid-alert.html
[2] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/guidance-documents/plan-safe-holiday-celebration.html
[2] https://www.canada.ca/en/public-health/news/2020/07/information-and-resources-on-covid-19-epidemiology-and-reducing-your-risks-for-infection-and-spreading-the-virus.htm
[2] https://www2.gov.bc.ca/gov/content/safety/emergency-preparedness-response-recovery/covid-19-provincial-support
[1] https://bit.ly/36a8DkI
[1] https://twitter.com/JustinTrudeau/status/1331978791112093701
[1] https://twitter.com/govofnunavut/status/1331964111924711428
[1] https://twitter.com/JustinTrudeau/status/1331978758031601667
[1] https://www.canada.ca/en/public-health/services/health-promotion/aging-seniors/publications/publications-general-public/you-prevent-falls.html

Top URLs in Tweet in G8:
[2] https://twitter.com/marieann66/status/1331942636811399168
[2] https://www.supremecourt.gov/opinions/20pdf/20a87_4g15.pdf
[1] https://myemail.constantcontact.com/subject.html?soid=1134000279616&aid=vulWwn34-L0&source_type=twpo&source_id=872b32fb-2628-4669-b8a6-3daa59b12b04
[1] https://www.wsj.com/articles/supreme-court-blocks-covid-19-restrictions-on-church-attendance-in-new-york-11606369004?st=2a5dcdmvjx5c2wm&reflink=article_copyURL_share
[1] https://twitter.com/sahilkapur/status/1332132539134320640
[1] https://twitter.com/JessBravin/status/1332148884643192832
[1] https://twitter.com/stevenmazie/status/1331826974432649218
[1] https://twitter.com/porter_anderson/status/1331968443537616897
[1] https://twitter.com/marieann66/status/1332153293771071488
[1] https://www.theatlantic.com/health/archive/2020/09/k-overlooked-variable-driving-pandemic/616548/

Top URLs in Tweet in G9:
[2] https://www.ama-assn.org/press-center/press-releases/new-ama-policy-recognizes-racism-public-health-threat
[1] https://www.ama-assn.org/delivering-care/public-health/6-things-doctors-wish-patients-knew-about-flying-during-pandemic?utm_source=twitter&utm_medium=social&utm_campaign=covid-19-6-things-doctors-wish-patients-knew-about-flying-during-pandemic&utm_content=twitter-ad
[1] https://nyti.ms/2KDH5vZ
[1] https://hub.jhu.edu/2020/11/22/vijay-ramasamy-johns-hopkins-rhodes-scholar/

Top URLs in Tweet in G10:
[2] https://www.wkbn.com/news/coronavirus/trumbull-co-moves-to-purple-watch-list-in-latest-ohio-public-health-advisory-map/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=twitwkbnmain
[1] http://publichealth.lacounty.gov/phcommon/public/media/mediapubhpdetail.cfm?prid=2828
[1] https://www.foxla.com/news/la-public-health-unable-to-provide-data-to-support-outdoor-dining-restrictions-when-pressed-by-county-leader?taid=5fbdf9f10de7dd000164a735&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://kfiam640.iheart.com/content/2020-11-24-pandemic-school-closures-could-shorten-student-life-spans-researchers-say/?Sc=editorial&Keyid=socialflow&Pname=local_social
[1] https://twitter.com/lapublichealth/status/1331391288852111362
[1] https://twitter.com/CAPublicHealth/status/1331382413616963585
[1] https://twitter.com/lalabor/status/1331419882462662657

Top Domains
Top Domains in Tweet in Entire Graph:
[367] twitter.com
[38] canada.ca
[34] nytimes.com
[33] bit.ly
[29] cbc.ca
[22] alberta.ca
[22] foxnews.com
[20] thestar.com
[19] youtube.com
[18] dallasnews.com

Top Domains in Tweet in G1:
[4] twitter.com
[1] mahoningmatters.com

Top Domains in Tweet in G2:
[97] twitter.com
[9] nytimes.com
[8] cbc.ca
[7] patch.com
[6] alberta.ca
[6] canada.ca
[5] dlvr.it
[4] globalnews.ca
[4] com.au
[3] co.uk

Top Domains in Tweet in G3:
[14] twitter.com
[10] cbc.ca
[9] alberta.ca
[3] globalnews.ca
[2] msn.com
[2] thestar.com
[2] vox.com
[2] macleans.ca
[1] facebook.com
[1] ctvnews.ca

Top Domains in Tweet in G4:
[21] twitter.com
[10] thestar.com
[3] youtube.com
[3] cbc.ca
[2] 680news.com
[1] ctvnews.ca
[1] cp24.com
[1] cochrane.org
[1] globalnews.ca
[1] ontario.ca

Top Domains in Tweet in G5:
[3] apnews.com
[2] trib.al
[1] time.com
[1] forbes.com
[1] twitter.com
[1] wfla.com
[1] threadreaderapp.com

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

Top Domains in Tweet in G7:
[16] canada.ca
[8] twitter.com
[8] bccdc.ca
[3] bc.ca
[2] bit.ly
[2] theglobeandmail.com
[2] cbc.ca
[1] pressprogress.ca
[1] change.org
[1] ontario.ca

Top Domains in Tweet in G8:
[9] twitter.com
[2] supremecourt.gov
[1] constantcontact.com
[1] wsj.com
[1] theatlantic.com
[1] thedailybeast.com

Top Domains in Tweet in G9:
[3] ama-assn.org
[1] nyti.ms
[1] jhu.edu

Top Domains in Tweet in G10:
[3] twitter.com
[2] wkbn.com
[1] lacounty.gov
[1] foxla.com
[1] iheart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[458] covid19
[61] business
[59] calculus
[49] exams
[46] ableg
[44] history
[42] onpoli
[40] biology
[38] dpa
[37] music



Top Hashtags in Tweet in G2:
[33] business
[32] calculus
[30] exams
[24] history
[24] biology
[22] music
[19] ecology
[19] coursework
[18] physics
[14] covid19

Top Hashtags in Tweet in G3:
[29] ableg
[16] covid19ab
[11] covid19
[8] abpoli
[7] abhealth
[5] cdnpoli
[3] cdnhealth
[3] covidab
[2] yyc
[2] yeg

Top Hashtags in Tweet in G4:
[23] onpoli
[21] covid19
[18] covid
[14] new
[9] breaking
[7] covid19ontario
[6] votefordout2022
[5] fordfailedthepeople
[3] coronavirusontario
[3] fordisfailing

Top Hashtags in Tweet in G5:
[164] covid19
[1] wearamask
[1] mockdownab

Top Hashtags in Tweet in G6:
[3] covid19
[2] medicareforall
[1] scotus

Top Hashtags in Tweet in G7:
[25] covid19
[12] covidalert
[10] publichealth
[8] bcpoli
[3] fallpreventionmonth
[3] bced
[2] alertecovid
[2] covidalertapp
[2] physicaldistancing
[2] flushot

Top Hashtags in Tweet in G8:
[4] covid
[2] covid19
[1] publichealthwearamask
[1] scotus
[1] publichealth

Top Hashtags in Tweet in G9:
[12] covid19
[11] stayhome

Top Hashtags in Tweet in G10:
[3] covid19

Top Words
Top Words in Tweet in Entire Graph:
[6712] health
[6337] public
[2022] people
[912] covid
[683] year
[666] pandemic
[640] black
[633] white
[624] died
[605] single

Top Words in Tweet in G1:
[1139] people
[568] black
[568] gotten
[568] sicker
[568] died
[568] younger
[568] white
[568] single
[568] year
[568] founding

Top Words in Tweet in G2:
[527] health
[510] public
[87] covid
[59] 19
[53] due
[49] people
[48] pay
[48] officials
[46] chemistry
[45] essays

Top Words in Tweet in G3:
[334] public
[327] health
[92] jkenney
[81] dr
[79] today
[78] covid
[77] pandemic
[71] kenney
[70] cmoh_alberta
[68] 19

Top Words in Tweet in G4:
[354] health
[296] public
[86] covid
[72] 19
[68] auditor
[61] ford
[55] report
[52] business
[52] general
[50] ontario

Top Words in Tweet in G5:
[465] health
[329] public
[304] drericding
[164] #covid19
[164] don
[163] holidays
[162] warnings
[162] travel
[162] thanksgiving
[161] americans

Top Words in Tweet in G6:
[331] health
[330] public
[320] experts
[318] ossoff
[316] empower
[10] don
[9] use
[8] free
[7] galatians
[7] 13

Top Words in Tweet in G7:
[134] health
[129] public
[85] church
[47] break
[44] guidelines
[42] asks
[42] parishioners
[42] business
[42] looking
[41] waytowichneil

Top Words in Tweet in G8:
[181] health
[130] public
[74] court
[72] catholic
[70] roman
[70] diocese
[68] brooklyn
[68] filed
[68] suit
[68] asking

Top Words in Tweet in G9:
[133] health
[132] public
[125] craig_a_spencer
[119] medical
[118] today
[118] promoted
[118] associate
[118] professor
[118] columbia
[118] university

Top Words in Tweet in G10:
[133] health
[127] public
[121] county
[89] billfoxla
[66] supervisors
[65] forward
[64] three
[64] unelected
[64] director
[64] medical

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5514] public,health
[589] white,people
[587] black,people
[586] sicker,died
[586] died,younger
[586] younger,white
[586] single,year
[586] year,founding
[585] people,gotten
[585] gotten,sicker

Top Word Pairs in Tweet in G1:
[568] black,people
[568] people,gotten
[568] gotten,sicker
[568] sicker,died
[568] died,younger
[568] younger,white
[568] white,people
[568] people,single
[568] single,year
[568] year,founding

Top Word Pairs in Tweet in G2:
[441] public,health
[57] covid,19
[45] essays,due
[40] health,officials
[32] pay,math
[32] chemistry,statistics
[32] statistics,essays
[30] health,#exams
[29] #calculus,exams
[29] exams,chemistry

Top Word Pairs in Tweet in G3:
[257] public,health
[68] covid,19
[57] jason,kenney
[43] health,emergency
[38] health,measures
[33] come,clean
[31] ve,involved
[31] involved,conducting
[31] conducting,public
[31] public,opinion

Top Word Pairs in Tweet in G4:
[258] public,health
[69] covid,19
[51] auditor,general
[29] doug,ford
[26] health,safety
[26] health,officials
[24] general,physician
[24] physician,office
[24] office,reached
[24] reached,many

Top Word Pairs in Tweet in G5:
[322] public,health
[162] health,warnings
[162] warnings,don
[162] don,travel
[162] travel,thanksgiving
[162] thanksgiving,holidays
[161] holidays,americans
[161] americans,hold
[161] hold,beer
[161] beer,#covid19

Top Word Pairs in Tweet in G6:
[328] public,health
[319] health,experts
[316] empower,public
[315] ossoff,empower
[7] galatians,13
[7] 13,god
[7] god,chose
[7] chose,free
[7] free,don
[7] don,use

Top Word Pairs in Tweet in G7:
[112] public,health
[44] health,guidelines
[42] church,asks
[42] asks,parishioners
[42] parishioners,break
[42] break,public
[42] guidelines,church
[42] church,business
[42] business,looking
[41] waytowichneil,church

Top Word Pairs in Tweet in G8:
[127] public,health
[70] roman,catholic
[70] catholic,diocese
[68] diocese,brooklyn
[68] brooklyn,filed
[68] filed,suit
[68] suit,asking
[68] asking,court
[68] court,lift
[68] lift,york's

Top Word Pairs in Tweet in G9:
[132] public,health
[118] today,promoted
[118] promoted,associate
[118] associate,professor
[118] professor,columbia
[118] columbia,university
[118] university,medical
[118] medical,public
[118] health,schools
[118] schools,guessing

Top Word Pairs in Tweet in G10:
[127] public,health
[65] county,supervisors
[64] three,county
[64] supervisors,unelected
[64] unelected,public
[64] health,director
[64] director,medical
[64] medical,doctor
[64] doctor,pushing
[64] pushing,forward

Top Replied-To
Top Replied-To in Entire Graph:
@cmoh_alberta
@transition46
@thehill
@joebiden
@peterhotez
@tedcruz
@fordnation
@cardinaldolan
@wsj
@harrylitman

Top Replied-To in G2:

Top Replied-To in G3:
@cmoh_alberta
@jkenney
@streetsandpeaks
@ucpcaucus
@epamenzies
@bateson_ab
@jjhutton
@svogelgesang9
@kikkiplanet
@thebreakdownab

Top Replied-To in G4:
@fordnation
@ont_dad
@celliottability
@carmendesantis9
@cp24
@imgrund
@680news
@ontarioauditor
@ezralevant
@customenswell

Top Replied-To in G5:
@drericding
@govrondesantis
@firephrin
@glassmeg
@cinbee

Top Replied-To in G6:
@asahutchinson
@rwpusa
@ossoff

Top Replied-To in G7:
@cpho_canada
@lytzki
@freespiritus
@bygawley
@ironjawswife
@nikadragomira
@adrianabarton
@bethanylindsay
@adriandix
@realreporter

Top Replied-To in G8:
@panarchyjay
@kylegriffin1
@sahilkapur
@chicagobigben
@tucker77664781
@steveschmidtses
@charles_gaba
@wgrz
@joemama71166040

Top Replied-To in G9:
@craig_a_spencer

Top Replied-To in G10:
@elex_michaelson
@danprimack
@zigmanfreud
@yankeeclipper49
@markcriley
@billfoxla
@dontlockdowns
@gorgeoushorror_
@horseychickstar

Top Mentioned
Top Mentioned in Entire Graph:
@coribush
@ossoff
@drericding
@craig_a_spencer
@jkenney
@billfoxla
@cleavon_md
@jessbravin
@breenewsome
@cmoh_alberta

Top Mentioned in G1:
@coribush
@rosemvmt
@jesslhardin
@originalspin

Top Mentioned in G2:
@carolinaonline3
@perfectgraders
@topgrade20
@stanforduni7
@biology_stars
@essaysgrade
@essays_the
@essay_centre24
@diegorispoli
@excel_pro_tutor

Top Mentioned in G3:
@jkenney
@cmoh_alberta
@rachelnotley
@atypicalalbertn
@jeremy_nolais
@hakique
@bymichaeldunn
@shandro
@ubakaogbogu
@thebreakdownab

Top Mentioned in G4:
@drmwarner
@fordnation
@tylerwatt90
@ontarioauditor
@mikeschreiner
@ezralevant
@travisdhanraj
@celliottability
@colindmello
@ont_dad

Top Mentioned in G5:
@drericding
@govrondesantis
@denverpost
@ida_v_e
@marklevinenyc
@jesselynradack
@noahlindquist96
@singerinkansas
@ewarren
@theresaa80

Top Mentioned in G6:
@ossoff
@danadderee
@drericding
@asahutchinson
@surfbrutha
@rwpusa
@repandylevin
@coribush

Top Mentioned in G7:
@waytowichneil
@cpho_canada
@pressprogress
@realreporter
@adriandix
@justintrudeau
@cdcofbc
@shmitzysays
@j_mcelroy
@pattyhajdu

Top Mentioned in G8:
@jessbravin
@nygovcuomo
@scotus
@lawrencegostin
@riwoche
@steveschmidtses
@sahilkapur
@navajocouncil
@marieann66
@bethanyresists

Top Mentioned in G9:
@craig_a_spencer
@amermedicalassn
@columbiaem
@jessbravin
@alldaysfa
@mikebloomberg
@johnshopkins
@angelammills
@columbiapopfam
@terrymmcgovern

Top Mentioned in G10:
@billfoxla
@kevinkileyca
@elex_michaelson
@foxla
@zigmanfreud
@lapublichealth
@foxnews
@lacountybos
@veriberi33
@horseychickstar

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@lennaleprena
@aprinc3ss88
@charlesfrize
@solutioneer72
@ez4u2say_janis
@rjber15
@phillip92321
@inabster
@billm9

Top Tweeters in G1:
@rjber15
@sophialamar1
@amadii
@rodneyclaeys
@benjamin_shider
@sircoach
@pppatticake
@frostbite___
@capatosta122
@ladygagakids

Top Tweeters in G2:
@politicalhedge
@rocketnews1
@usrealitycheck
@ussanews
@haccordingly
@philippinestar
@sunilkumaraus
@getstaywealthy
@datachick
@mnboss1

Top Tweeters in G3:
@ez4u2say_janis
@jmhamiltonblog
@frazzling
@glangendorf01
@uncleree1
@inky_mark
@emgfind
@worldincrisis1
@anniegirl1138
@wavetop

Top Tweeters in G4:
@paulstewartii
@sherrikuczeryk
@garthworld
@real_dr_roy
@torontostar
@char_lawyer
@guelphbugle
@katceccotti
@salosso
@kathy73921688

Top Tweeters in G5:
@washumom
@boogey216
@carollarue
@1luv2
@craigmaccormack
@sherijr
@mznikkinew
@fleurdelisazure
@themistocles_w
@denverpost

Top Tweeters in G6:
@charlesfrize
@ndylan1
@betzmyboyblue11
@deeloralei
@barbaramain07
@rocky1542
@vfw_vet
@mucketymucks
@catalishus2
@catlovercares

Top Tweeters in G7:
@nadalchukwu
@ksp_libs
@chuckw12
@simplemacsmith
@suestroud
@mimi_x4
@news1130
@globalbc
@canageek
@nhl

Top Tweeters in G8:
@dichristine
@backstorymom1
@marthalynneowe1
@katcapps
@gwydion620
@mtmarilyn2
@sallyagale
@jcr914
@jacquelinehine1
@avonan

Top Tweeters in G9:
@lehimesa
@kenkircher1
@beverly21811568
@brontyman
@phendricks71
@sar_oso
@manchuriandevil
@cnbsnana
@monicarivpin
@loraanem

Top Tweeters in G10:
@foxnews
@metz_chance
@nycsouthpaw
@victoriaokane
@n_fatale
@foxla
@zigmanfreud
@newsradio930
@swidrowwe
@wkbn


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