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#CDC_2021-01-13_02-41-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
#CDC via NodeXL https://bit.ly/3nB2S5e
@cdcgov
@viralvideovlogs
@stephanieinnes
@realdonaldtrump
@donwayne0615
@sixandlaura
@patentmasks
@jamesarelonhard
@loboryan
@donnayoungdc

Top hashtags:
#cdc
#covid19
#coronavirus
#covid
#arizona
#fda
#who
#pandemic
#rent

Description:
Description
The graph represents a network of 4,995 Twitter users whose tweets in the requested range contained "#CDC", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 10:51 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 53-minute period from Wednesday, 30 December 2020 at 01:02 UTC to Wednesday, 13 January 2021 at 00:55 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 : 4995
Unique Edges : 3260
Edges With Duplicates : 6455
Total Edges : 9715
Number of Edge Types : 5
Retweet : 2374
MentionsInRetweet : 2964
Mentions : 1555
Replies to : 559
Tweet : 2263
Self-Loops : 2503
Reciprocated Vertex Pair Ratio : 0.00853714813105676
Reciprocated Edge Ratio : 0.0169297643559826
Connected Components : 1445
Single-Vertex Connected Components : 877
Maximum Vertices in a Connected Component : 1759
Maximum Edges in a Connected Component : 4399
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.07894
Graph Density : 0.000175225285357444
Modularity : 0.497455
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,995 Twitter users whose tweets in the requested range contained "#CDC", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 10:51 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 53-minute period from Wednesday, 30 December 2020 at 01:02 UTC to Wednesday, 13 January 2021 at 00:55 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 : #CDC
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.amazon.com/Richard-I-Levine/e/B00CLHB0LI/ref=dp_byline_cont_ebooks_1
[22] https://vaers.hhs.gov
[17] https://news.nifty.com/article/world/korea/12211-921809/
[16] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html#table1
[16] https://intothelight.news/files/2020-12-30-university-labs-suing-cdc.php
[15] https://www.instagram.com/accounts/login/
[15] https://www.cdc.gov/nchs/nvss/vsrr/covid19/index.htm
[14] https://www.sciencedaily.com/releases/2015/04/150422121724.htm
[13] https://campralquitsmoking.com/
[12] https://www.nethealth.com/what-to-know-about-the-covid-19-vaccine/

Top URLs in Tweet in G1:
[12] https://www.nethealth.com/what-to-know-about-the-covid-19-vaccine/
[11] https://www.instagram.com/accounts/login/
[7] https://www.artesaniasdecaldas.com.co/
[5] https://news.nifty.com/article/world/korea/12211-921809/
[4] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[4] https://www.youtube.com/watch?v=uDbQNBla6aU&feature=youtu.be

[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[3] https://www.mediaite.com/news/jaw-dropping-new-cdc-figures-suggest-true-u-s-coronavirus-death-toll-approaching-half-a-million/
[3] https://twitter.com/realDonaldTrump/status/1345720107255926784
[3] https://www.cdc.gov/ncbddd/birthdefects/index.html

Top URLs in Tweet in G3:
[8] http://smartdissent.com/article/trump-officials-interfering-cdcs-vital-covid-19-reports
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[2] https://www.mentaldaily.com/article/2020/12/study-shows-shrugging-cdc-guidelines-results-in-anxiety-and-anger-in-the-workplace
[2] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[2] https://twitter.com/GodivaRides/status/1290686405513895937
[2] https://www.yahoo.com/news/surgeon-general-defends-official-covid-143501334.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/about-vaccines/vaccine-benefits.html
[2] https://www.cdc.gov/nchs/nvss/vsrr/covid_weekly/index.htm?fbclid=IwAR0fUcThh_Dn2PL3FqFmpNqJPUX1pFJKkaw5oNtwZsiOn-xr96v9gnxhmYE#Comorbidities
[2] https://www.esquire.com/news-politics/politics/a35003571/trump-health-appointee-we-want-them-infected/

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1345168113160040449
[1] https://www.msn.com/en-us/news/us/feds-may-cut-moderna-vaccine-doses-in-half-so-more-people-get-shots-warp-speed-adviser-says/ar-BB1cr6K8?ocid=msedgntp
[1] https://twitter.com/i/web/status/1344355129307373570
[1] https://www.msn.com/en-us/news/us/here-s-why-the-last-mile-of-vaccine-distribution-is-going-so-slowly/ar-BB1cnIXs?ocid=msedgntp
[1] https://twitter.com/i/web/status/1345100737118920705
[1] https://twitter.com/i/web/status/1345175092700057600
[1] https://twitter.com/i/web/status/1347731551807795200
[1] https://twitter.com/i/web/status/1348044556579856385
[1] https://twitter.com/i/web/status/1348683776323366915
[1] https://www.msn.com/en-us/news/politics/biden-plans-to-release-nearly-all-available-covid-19-vaccine-doses/ar-BB1cAGtt?ocid=msedgntp

Top URLs in Tweet in G5:
[4] https://covid.cdc.gov/covid-data-tracker/#vaccinations
[4] https://www.cdc.gov/media/releases/2021/0106-covid-19-Update.html
[4] https://www.anesthesiologynews.com/Online-First/Article/12-20/Overdose-Deaths-Accelerating-During-COVID-19/61544?utm_source=Social&utm_medium=twitter&utm_campaign=x0106ove
[4] https://www.pharmacypracticenews.com/Covid-19/Article/01-21/COVID-19-Vaccine-Benefits-Outweigh-Anaphylaxis-Risk/62192?utm_source=Social&utm_medium=twitter&utm_campaign=0107risk
[4] https://www.ebay.com/itm/254549748446
[4] https://www.ebay.com/itm/254701937618
[4] https://www.paypal.me/AppliedResearchTx
[3] https://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/more-covid-19-vaccine-allergic-reactions-reported-but-us-cdc-calls-cases-rare-62000314
[3] https://www.idse.net/Covid-19/Article/01-21/COVID-19-Vaccine-Benefits-Outweigh-Anaphylaxis-Risk/62191?utm_source=Social&utm_medium=twitter&utm_campaign=0107ana
[2] https://www.c-span.org/video/?507613-1/operation-warp-speed-briefing

Top URLs in Tweet in G6:
[5] https://www.reuters.com/video/watch/idPMvY?now=true
[1] https://twitter.com/i/web/status/1347716738906021888
[1] https://twitter.com/i/web/status/1348886168931356672
[1] https://twitter.com/i/web/status/1348792654826500099
[1] https://twitter.com/i/web/status/1348792387519340549
[1] https://finance.yahoo.com/news/cdc-admits-opioid-prescribing-guidelines-193445178.html?soc_src=community&soc_trk=tw
[1] https://www.practicalpainmanagement.com/resources/news-and-research/cdc-opioid-overdose-death-rates-over-reported-half
[1] https://twitter.com/nytimes/status/1347593935082967040
[1] https://www.reuters.com/article/us-health-coronavirus-usa-cdc-idUSKBN2980KS?taid=5ff21433e9b1eb00011df37a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/i/web/status/1345073114443632641

Top URLs in Tweet in G7:
[9] https://www.youtube.com/watch?v=SdmwNFzHy-E&feature=youtu.be

[5] https://www.natlawreview.com/article/michigan-anti-retaliation-covid-19-law-update
[4] https://www.wsws.org/en/articles/2020/12/31/vacc-d31.html
[3] https://www.natlawreview.com/article/covid-19-us-state-policy-report-december-29-2020
[3] https://www.cnbc.com/2021/01/12/covid-vaccine-trump-administration-to-expand-eligibility-to-everyone-65-and-older.html?__source=sharebar|twitter&par=sharebar
[3] https://www.cdc.gov/cpr/zombie/
[2] https://blogs.cdc.gov/publichealthmatters/2011/05/preparedness-101-zombie-apocalypse/
[2] https://www.youtube.com/watch?v=2yDMwhWsa4U&feature=youtu.be

[2] https://www.cnbc.com/2021/01/08/white-house-covid-task-force-warns-of-possible-new-usa-variant-driving-spread.html
[2] https://www.chicagotribune.com/coronavirus/fl-ne-miami-doctor-vaccine-death-20210107-afzysvqqjbgwnetcy5v6ec62py-story.html?fbclid=IwAR3thDf9ea6AEeID0-7pwR4s9Rl8HY20LIOHlnMSOcIiG7HBeYf-D18d5-c

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1348048059142467586
[1] https://twitter.com/i/web/status/1348251784960045062
[1] https://twitter.com/i/web/status/1348104236106567682
[1] https://www.mightycause.com/story/Kmiw8f?share_token=kKmYoUiB4_2&referral_code=twitter&
[1] https://www.instagram.com/accounts/login/
[1] https://www.msn.com/en-ph/news/world/france-had-covid-19-in-november-hospital-says-after-analysis-of-chest-scans/ar-BB13OrC1
[1] https://twitter.com/i/web/status/1345043082081800192

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1349114917060804609

Top Domains
Top Domains in Tweet in Entire Graph:
[1186] twitter.com
[273] cdc.gov
[77] youtube.com
[50] amazon.com
[32] linkedin.com
[31] hhs.gov
[27] nifty.com
[26] blogspot.com
[18] instagram.com
[17] cnbc.com

Top Domains in Tweet in G1:
[519] twitter.com
[64] cdc.gov
[31] linkedin.com
[21] youtube.com
[13] instagram.com
[12] nethealth.com
[9] blogspot.com
[8] reuters.com
[8] mrpyrometer.com
[7] babe.news

Top Domains in Tweet in G3:
[29] cdc.gov
[29] twitter.com
[8] smartdissent.com
[2] mentaldaily.com
[2] yahoo.com
[2] esquire.com
[1] arklatexhomepage.com
[1] effectiveed.tech
[1] cnbc.com
[1] phi-cdcfellows.org

Top Domains in Tweet in G4:
[32] twitter.com
[3] msn.com
[3] youtube.com
[1] apple.news
[1] theepochtimes.com
[1] principia-scientific.com
[1] zdoggmd.com
[1] lifesitenews.com
[1] c-span.org
[1] theresistance.video

Top Domains in Tweet in G5:
[61] twitter.com
[30] cdc.gov
[11] spglobal.com
[8] ebay.com
[6] idse.net
[4] c-span.org
[4] anesthesiologynews.com
[4] pharmacypracticenews.com
[4] paypal.me
[3] hhs.gov

Top Domains in Tweet in G6:
[8] twitter.com
[6] reuters.com
[1] yahoo.com
[1] practicalpainmanagement.com

Top Domains in Tweet in G7:
[46] twitter.com
[28] youtube.com
[9] cdc.gov
[8] natlawreview.com
[8] cnbc.com
[4] wsws.org
[3] blogspot.com
[3] rt.com
[2] chicagotribune.com
[2] ecointernet.org

Top Domains in Tweet in G8:
[4] twitter.com
[1] mightycause.com
[1] instagram.com
[1] msn.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4225] cdc
[1408] covid19
[564] coronavirus
[434] covid
[298] arizona
[246] fda
[194] who
[175] pandemic
[167] rent
[167] landlord



Top Hashtags in Tweet in G1:
[1139] cdc
[395] covid19
[203] coronavirus
[131] maga
[129] cdc7words
[129] bannedwords
[129] orwell
[129] doubleplusgoodspeak
[129] trumphasdementia
[127] covid

Top Hashtags in Tweet in G2:
[290] arizona
[285] cdc
[153] covid19
[137] covid

Top Hashtags in Tweet in G3:
[117] cdc
[53] covid19
[15] covid
[7] vaccine
[7] smartdissent
[7] globalhealth
[7] publichealth
[7] coronavirus
[6] phi
[6] epidemiology

Top Hashtags in Tweet in G4:
[78] cdc
[21] covid19
[19] americans
[15] trump
[12] herdimmunity
[11] woodwardtapes
[10] genocide
[9] coronavirus
[9] gop
[9] republicans

Top Hashtags in Tweet in G5:
[212] cdc
[110] covid19
[61] vaccines
[43] evali
[21] mmwr
[19] timeline
[16] sarscov2
[15] pandemic
[13] fda
[12] vaping

Top Hashtags in Tweet in G6:
[41] cdc
[8] covid19
[6] pain
[4] bidenbebold
[4] edequityorelse
[4] demandsafeschools
[4] dea
[4] propaganda
[4] ama
[3] fda

Top Hashtags in Tweet in G7:
[148] cdc
[37] covid19
[15] covid
[14] coronavirus
[13] agroovealmosteverydaywillplaytillthepandemicgoaway
[13] briannataylor
[13] justiceforgeorgefloyd
[12] osha
[12] leronlimab
[10] eeoc

Top Hashtags in Tweet in G8:
[27] cdc
[7] fauci
[1] phln
[1] cdna
[1] pcrtest
[1] ctv
[1] evali

Top Hashtags in Tweet in G9:
[78] cdc
[78] โควิด19
[78] pfizer
[78] biontech

Top Hashtags in Tweet in G10:
[12] usa
[8] cdc
[5] covid19
[2] ultimahora
[2] vaccine
[2] vaccinations
[1] pfizer
[1] pfizerbiontech

Top Words
Top Words in Tweet in Entire Graph:
[4194] #cdc
[1407] #covid19
[760] covid
[564] #coronavirus
[563] 19
[520] cases
[435] #covid
[407] cdc
[395] data
[340] vaccine

Top Words in Tweet in G1:
[1134] #cdc
[394] #covid19
[203] #coronavirus
[173] covid
[147] 19
[131] #maga
[129] #cdc7words
[129] #bannedwords
[129] #orwell
[129] #doubleplusgoodspeak

Top Words in Tweet in G2:
[292] cases
[291] rate
[286] stephanieinnes
[281] #arizona
[281] #cdc
[280] data
[278] highest
[276] country
[153] #covid19
[144] second

Top Words in Tweet in G3:
[117] #cdc
[95] cdcgov
[79] î
[53] #covid19
[26] cdc
[23] 19
[21] covid
[21] people
[18] vaccine
[15] #covid

Top Words in Tweet in G4:
[78] #cdc
[65] realdonaldtrump
[22] deaths
[21] #covid19
[21] covid
[19] #americans
[17] cases
[17] virus
[16] far
[15] #trump

Top Words in Tweet in G5:
[203] #cdc
[110] #covid19
[61] #vaccines
[47] sixandlaura
[46] drnancym_cdc
[45] donnayoungdc
[42] #evali
[40] 19
[37] covid
[34] use

Top Words in Tweet in G6:
[41] #cdc
[25] joebiden
[18] schools
[16] kamalaharris
[11] thomasklinemd
[10] reuters
[9] aren
[9] safe
[9] districts
[9] declare

Top Words in Tweet in G7:
[148] #cdc
[37] #covid19
[26] 2020
[25] covid
[19] 19
[18] data
[16] youtube
[16] #covid
[14] #coronavirus
[14] see

Top Words in Tweet in G8:
[51] 99
[27] #cdc
[19] globalnews
[18] covid
[17] survival
[17] rates
[17] 19
[17] 997
[17] 20
[17] 49

Top Words in Tweet in G9:
[80] ม
[79] ร
[79] น
[78] ศ
[78] นย
[78] ป
[78] องก
[78] นและควบค
[78] มโรคแห
[78] งสหร

Top Words in Tweet in G10:
[103] ºðÿ
[102] coronavirusnewv
[82] estados
[82] unidos
[75] millones
[73] ee
[73] uu
[67] casos
[52] cdc
[49] mã

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[489] covid,19
[281] highest,rate
[278] cases,country
[207] #coronavirus,#covid19
[167] #rent,#landlord
[167] #landlord,#landlords
[167] #landlords,#apartmentliving
[167] #apartmentliving,#reviewyourlandlordsafestan
[167] #reviewyourlandlordsafestan,#coronavirus
[167] #covid19,#rentrelief

Top Word Pairs in Tweet in G1:
[129] #cdc,#cdc7words
[129] #cdc7words,#bannedwords
[129] #bannedwords,#orwell
[129] #orwell,#doubleplusgoodspeak
[129] #doubleplusgoodspeak,#maga
[129] #maga,#trumphasdementia
[120] covid,19
[86] #covid19,#corona
[85] #corona,#quarantine
[85] #quarantine,#lockdown

Top Word Pairs in Tweet in G2:
[276] highest,rate
[275] cases,country
[144] #arizona,second
[144] rate,#covid19
[144] #covid19,cases
[142] stephanieinnes,#arizona
[138] second,highest
[138] country,#cdc
[138] #cdc,based
[138] based,data

Top Word Pairs in Tweet in G3:
[56] î,î
[19] covid,19
[11] #cdc,cdcgov
[8] cdcgov,#cdc
[8] fix,trump
[8] trump,officials
[8] officials,interfered
[8] interfered,cdcgov's
[8] cdcgov's,vital
[8] vital,#covid19

Top Word Pairs in Tweet in G4:
[15] china,virus
[14] doubt,call
[14] call,covid
[14] covid,fake
[14] fake,news
[14] news,realdonaldtrump
[14] realdonaldtrump,number
[14] number,cases
[14] cases,deaths
[14] deaths,china

Top Word Pairs in Tweet in G5:
[53] #covid19,#vaccines
[36] covid,19
[22] cigarette,vaping
[20] associated,lung
[19] product,use
[18] use,associated
[17] allergic,reactions
[16] 19,vaccine
[16] vaping,product
[16] lung,injury

Top Word Pairs in Tweet in G6:
[9] schools,aren
[9] aren,safe
[9] safe,districts
[9] districts,declare
[9] declare,enforce
[9] enforce,#cdc
[9] #cdc,rules
[9] rules,schools
[9] schools,students
[9] students,lives

Top Word Pairs in Tweet in G7:
[18] covid,19
[13] #briannataylor,#justiceforgeorgefloyd
[9] #osha,#eeoc
[9] #eeoc,#cdc
[9] #cdc,#nlrb
[8] #nlrb,#labor
[8] #fda,#cdc
[7] #cdc,order
[7] #covid19,#cdc
[7] #justiceforgeorgefloyd,#jacobblake

Top Word Pairs in Tweet in G8:
[17] covid,survival
[17] survival,rates
[17] rates,#cdc
[17] #cdc,19
[17] 19,99
[17] 99,997
[17] 997,20
[17] 20,49
[17] 49,99
[17] 99,98

Top Word Pairs in Tweet in G9:
[78] ศ,นย
[78] นย,ป
[78] ป,องก
[78] องก,นและควบค
[78] นและควบค,มโรคแห
[78] มโรคแห,งสหร
[78] งสหร,ฐ
[78] ฐ,#cdc
[78] #cdc,พบว
[78] พบว,า

Top Word Pairs in Tweet in G10:
[95] coronavirusnewv,ºðÿ
[82] estados,unidos
[73] ee,uu
[70] ºðÿ,estados
[47] mã,millones
[33] ºðÿ,eeuu
[31] covid,19
[28] unidos,cdc
[28] cdc,casos
[28] casos,siguen

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@latimes
@realdonaldtrump
@billfoxla
@joebiden
@kevinkileyca
@drericding
@pontofrio
@foxnews
@reuters

Top Replied-To in G1:
@itneditor

Top Replied-To in G3:
@cdcgov
@3pidemiology
@realdonaldtrump
@johnny_nomics
@maajidnawaz
@zipflame
@medstarhealth
@nypost
@thefinalfire
@aaron41092365

Top Replied-To in G4:
@realdonaldtrump
@llinwood
@edwardashton30
@wgme
@familyunequal
@danangell11
@marshablackburn
@kristinoem
@jameszad
@senatorloeffler

Top Replied-To in G5:
@nygovcuomo
@cdcgov
@govhowarddean
@juxtaposedjj
@govnedlamont
@twitter
@apwunational
@andrewcuomo
@lrozen
@secazar

Top Replied-To in G6:
@joebiden
@reuters
@eullrich11
@thomasklinemd
@lindamdickson3
@buck_shirley
@ccontrarus
@rlamartini
@dau1776
@soloyochapin

Top Replied-To in G7:
@quintic
@farronbalanced
@repub55
@tragedyandhope
@katsienk
@herbsanddirt

Top Replied-To in G8:
@globalnews
@corybmorgan
@kkeneally
@bowenchris
@msmomster
@justiceforevee
@mtlgazette
@calgaryherald
@kady
@extremesb

Top Mentioned
Top Mentioned in Entire Graph:
@stephanieinnes
@cdcgov
@real_dargi
@coronavirusnewv
@motorwars
@chitrasd
@realdonaldtrump
@sixandlaura
@lopezgovlaw
@donnayoungdc

Top Mentioned in G1:
@10wallstreet
@borelmedwriter
@haleforthechief
@psychdocconnect
@z3itg3ist
@donovanlawtampa
@tartleofficial
@_migueljaimes

Top Mentioned in G2:
@stephanieinnes
@charrisazrep

Top Mentioned in G3:
@cdcgov
@cdc
@smartdissent
@lservies
@nhlbi_translate
@phicdc
@texasdshs
@msnbc
@cdcglobal
@nunuvurdotbiz

Top Mentioned in G4:
@realdonaldtrump
@potus
@wildatheart46
@cdcgov
@kloeffler
@sendavidperdue
@llinwood
@laboomer68
@01_heiwa
@genflynn

Top Mentioned in G5:
@sixandlaura
@drnancym_cdc
@donnayoungdc
@cdcdirector
@nygovcuomo
@getmygist
@spgmihealthcare
@stevefda
@secazar
@drmermincdc

Top Mentioned in G6:
@joebiden
@kamalaharris
@thomasklinemd
@joeallennewman
@reuters
@stopbaddocs
@lynnrwebstermd
@teachcardona
@edcivilrights
@sarahkirk40

Top Mentioned in G7:
@youtube
@georgewhipple3
@wsj
@ellz_kira
@keithbcollins
@statkeeper
@natlawreview
@hubinsurance
@nineinchbride
@billgates

Top Mentioned in G8:
@globalnews
@potatorustler
@kirky861
@justintrudeau
@ctvnews
@scottmorrisonmp
@who
@snccla
@leonaalleslev
@lraitt

Top Mentioned in G9:
@motorwars

Top Mentioned in G10:
@coronavirusnewv

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@paul_cude
@filafresh
@marcodacostafx
@current_knewz
@threadreaderapp
@alhanda
@nblackthorne
@tinamarie_80s
@chidambara09

Top Tweeters in G1:
@marcodacostafx
@current_knewz
@yoshiki7111
@john_siracusa
@twright55
@schwingcat
@uchida_kawasaki
@rmack2x
@zeusfanhouse
@allentien

Top Tweeters in G2:
@homegypsy
@ecclesias
@macbeestje
@theresaschroe14
@mijomojo1
@nshrubs
@paruchgretchen
@aztanya
@mamalocaz
@azcentral

Top Tweeters in G3:
@chidambara09
@marty713
@morgfair
@dcexaminer
@robertrokdawg
@brendaoncats
@nypost
@amna_news
@drhoctor2
@careerfed

Top Tweeters in G4:
@hyltonrobin
@ncmanoukian
@epuujee
@wgme
@riotwomennn
@msn
@edwardashton30
@flatfeetaxsvc
@wildatheart45
@peggyperez

Top Tweeters in G5:
@threadreaderapp
@gambiste1
@lizditz
@katcapps
@estarianne
@yayayarndiva
@lrozen
@binderfaith1
@laurahennesse11
@scopedbylarry

Top Tweeters in G6:
@reuters
@cmargaronis
@afp
@carolyncolson
@aroguden
@elianok10
@julesofthwood
@lelenapeacock
@ravenzech2
@rlamartini

Top Tweeters in G7:
@cybersec_feeds
@oneindia
@wsj
@ds13_manon
@natlawreview
@beckyjohnson222
@huysuzteyze1
@priscillajudd
@flsatoday
@real_vt16

Top Tweeters in G8:
@4tchat
@ctvnews
@globalnews
@cbcnews
@mtlgazette
@kady
@calgaryherald
@gordbolton
@cbc
@99freemind

Top Tweeters in G9:
@nomi_nee
@zzjittie
@sulovebossss
@motorwars
@catmoon37281461
@iloveu272524
@nahbareew
@supermoon48
@job861006
@huntercat_ning

Top Tweeters in G10:
@rodolfoxoliz
@oscarhaboni
@marisolsolari1
@ojovene
@23alzat
@alitapaz
@zoraidapalacios
@noe_urdangaray
@barrenecheapatt
@luisbremer