COVID, Twitter, 8/18/2021 10:08:39 PM, 260465


FAQ | Problem?

COVID_2021-08-18_01-52-01.xlsx
COVID_2021-08-18_01-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2021
Short Description:
COVID via NodeXL https://bit.ly/3ss4p1H
@kylegriffin1
@govrondesantis
@nitenitemelissa
@thedailybeast
@msnbc
@lindyli
@potus
@prufrokalfredj
@notpdctzn
@greenmo54996466

Top hashtags:
#covid_19
#covid
#covid19
#lawan
#whatshappeninginmyanmar
#coronavirus

Description:
Description
The graph represents a network of 11,639 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 August 2021 at 09:10 UTC.

The requested start date was Tuesday, 17 August 2021 at 00:01 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 4-day, 0-hour, 0-minute period from Thursday, 12 August 2021 at 12:18 UTC to Monday, 16 August 2021 at 12:19 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 : 11639
Unique Edges : 6147
Edges With Duplicates : 12093
Total Edges : 18240
Number of Edge Types : 5
Retweet : 5524
MentionsInRetweet : 6247
Tweet : 3713
Mentions : 1870
Replies to : 886
Self-Loops : 3748
Reciprocated Vertex Pair Ratio : 0.00355341586428244
Reciprocated Edge Ratio : 0.00708166761850371
Connected Components : 3713
Single-Vertex Connected Components : 965
Maximum Vertices in a Connected Component : 1260
Maximum Edges in a Connected Component : 2781
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.615001
Graph Density : 6.46341630332128E-05
Modularity : 0.561801
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,639 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 August 2021 at 09:10 UTC.

The requested start date was Tuesday, 17 August 2021 at 00:01 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 4-day, 0-hour, 0-minute period from Thursday, 12 August 2021 at 12:18 UTC to Monday, 16 August 2021 at 12:19 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 : COVID
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:
[38] https://www.cvs.com/immunizations/covid-19-vaccine
[15] https://businesstech.co.za/news/trending/513318/south-africa-to-open-covid-19-vaccines-to-all-adults-in-the-next-week-health-minister/
[12] https://www.rwmalonemd.com/news/tmlbdkpmg8plk35fdnlmx2xgzc8b2r
[11] https://twitter.com/LyaHaru/status/1426132613056454658
[9] http://trib.al/FKVJwJg
[8] https://www.texastribune.org/2021/08/12/texas-rsv-covid-19-childrens-hospitals/
[8] https://miami.cbslocal.com/2021/08/13/broward-educators-lose-battle-with-covid/
[8] https://www.malaymail.com/news/malaysia/2021/08/13/dr-noor-hisham-no-reports-of-covid-19-cluster-from-lawan-rally/1997430
[7] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-okabe-17-3
[7] https://floridapolitics.com/archives/449866-tallahassee-hospital-confirms-first-childhood-covid-19-death-amid-push-for-masks-in-schools/

Top URLs in Tweet in G1:
[38] https://www.cvs.com/immunizations/covid-19-vaccine
[11] https://twitter.com/LyaHaru/status/1426132613056454658
[4] https://www.instagram.com/accounts/login/
[4] https://track2training.com/2021/08/13/countries-that-havent-reported-a-single-case-of-covid-19/
[3] https://www.oliberal.com/cultura/maisa-silva-recebe-1-dose-da-vacina-contra-a-covid-19-e-comemora-nas-redes-1.422786
[2] https://racurs.ua/ua/n158662-yak-perenesenyy-covid-19-vplyvaie-na-nervovu-systemu-vidpovid-vchenyh.html
[2] https://www.rawstory.com/ron-desantis-donald-trump-2654643399/
[2] https://impactoespananoticias.com/contenido/4175/vacuna-made-in-spain-contra-la-covid-19
[2] https://mynewsify.com/cdc-urges-pregnant-women-to-get-covid-vaccine-in-light-of-highly-transmissible-delta-variant-the-nation-coronavirus/
[2] https://mynewsify.com/south-korea-turns-covid-19-testing-booth-contactless-latest-news/

Top URLs in Tweet in G2:
[2] https://www.nbcnews.com/politics/supreme-court/supreme-court-rejects-challenge-indiana-university-s-vaccination-requirement-n1276714
[2] https://news.yahoo.com/4-teachers-died-covid-within-072029730.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://twitter.com/donwinslow/status/1425620623108108294
[2] https://www.rawstory.com/david-byrd-tennessee/
[1] https://wapo.st/3fUPtUO
[1] https://bit.ly/3CIi0GG
[1] https://www.yahoo.com/entertainment/13-old-mississippi-girl-dies-221034144.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://news.yahoo.com/trust-god-healer-covid-19-090018202.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://news.yahoo.com/letters-editor-recalling-newsom-could-100042685.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://www.washingtonpost.com/politics/2021/08/11/rand-paul-gilead-stock/

Top URLs in Tweet in G3:
[5] https://trib.al/HBVv4mN
[2] https://trib.al/3gtbEXC
[2] https://trib.al/1hinZZb
[2] https://trib.al/Nw2dEUg
[2] https://religionnews.com/2021/08/15/cardinal-burke-is-placed-on-ventilator-days-after-testing-positive-for-covid-19/
[2] https://slate.com/podcasts/a-word/2021/08/medical-racism-vaccine-rates-black-americans?via=rss_socialflow_twitter
[1] https://www.msnbc.com/rachel-maddow/watch/doctor-laments-amount-of-young-death-as-covid-patients-jam-mississippi-hospitals-118683717858
[1] https://on.msnbc.com/3CKzzWw
[1] https://on.msnbc.com/3lZWBml
[1] https://on.msnbc.com/3jWw2fw

Top URLs in Tweet in G4:
[3] https://trib.al/Xd1EBYb
[2] https://trib.al/s4gGGTi
[2] https://trib.al/gz1ZvlZ
[2] https://www.washingtonpost.com/health/2021/08/13/children-hospitalizations-covid-delta/
[2] https://www.wesh.com/article/father-son-arrested-after-police-say-they-tried-to-use-fake-covid-19-cards-to-travel/37299788?utm_campaign=snd-autopilot
[2] https://www.cnn.com/us/live-news/coronavirus-pandemic-vaccine-updates-08-13-21/h_8fdb6a2366072239287030899828c9cd?utm_source=dlvr.it&utm_medium=twitter
[1] https://nyti.ms/3ARmwRJ
[1] https://nyti.ms/37AORyU
[1] https://nyti.ms/3xBiXNr
[1] https://nyti.ms/3jQ13S5

Top URLs in Tweet in G5:
[7] https://www.texastribune.org/2021/08/12/texas-rsv-covid-19-childrens-hospitals/
[5] https://www.thedailybeast.com/coronavirus-kills-4-teachers-in-one-day-in-broward-county-school-district?via=twitter_page
[2] https://trib.al/VndNZwo
[2] https://www.local10.com/news/local/2021/08/13/4-broward-educators-with-covid-die-within-2-days-as-school-year-nears/
[2] https://www.ajc.com/news/coronavirus/new-covid-19-surge-overwhelms-hospitals-across-georgia/JV72FKYMHFHCBDKHNRMG74ZSFE/
[1] https://www.sun-sentinel.com/coronavirus/fl-ne-students-quarantined-20210812-tva5ecdlnjdbjbcdxukekzyi4e-story.html
[1] https://www.businessinsider.com/florida-governor-desantis-disavow-ways-to-save-lives-covid-2021-8
[1] https://news.yahoo.com/4-teachers-died-covid-within-072029730.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://miami.cbslocal.com/2021/08/12/broward-educators-lose-battle-with-covid/
[1] https://twitter.com/COSAGOV/status/1427069708050763778

Top URLs in Tweet in G6:
[2] https://www.bernama.com/bm/am/news.php?id=1991970
[1] https://twitter.com/ct_aliey8266/status/1425870107754995712
[1] https://twitter.com/bernamadotcom/status/1425766189955883013

Top URLs in Tweet in G7:
[4] https://www.timesofisrael.com/health-officials-predict-thousands-of-seriously-ill-covid-patients-within-month/
[3] https://www.theguardian.com/commentisfree/2021/aug/16/world-billions-covid-vaccine-doses-africa-unprotected?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1629088710
[2] https://www.theguardian.com/commentisfree/2021/aug/16/what-its-like-as-a-contact-tracer-to-tell-someone-they-have-covid-and-what-happens-next?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1629077690
[2] https://www.theguardian.com/world/2021/aug/15/new-covid-variants-will-set-us-back-a-year-experts-warn-uk-government?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1628982849
[1] https://www.cnnphilippines.com/news/2021/8/13/philhealth-releases-12billion-covid-claims.html?fbclid=IwAR34szuRc85_I7Y14yscBGrRvztihq-cx1i95SSJaq8pdcDgliYVno3Va30
[1] https://bit.ly/3xKA5QV
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2109522?query=featured_home&cookieSet=1
[1] https://twitter.com/SanDiegoCounty/status/1425909612239196162
[1] https://twitter.com/hey1steaksauce/status/1425824119132667904
[1] https://www.theguardian.com/world/2021/aug/16/covid-culture-wars-children-risk-politicians

Top URLs in Tweet in G8:
[3] https://www.cbsnews.com/news/florida-covid-mask-schools-letter/?ftag=CNM-00-10aab7e&linkId=127344484
[3] https://www.cbsnews.com/news/rand-paul-wife-stock-trade-covid-19/?ftag=CNM-00-10aab7e&linkId=127476310
[3] https://occupydemocrats.com/2021/08/12/kentucky-gop-anti-mask-senator-caught-hiding-wifes-covid-19-stock-purchases/
[2] https://www.local10.com/news/florida/2021/08/13/florida-breaks-daily-covid-19-record-again-with-nearly-25k-cases/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wplg10
[2] https://www.independent.ie/irish-news/unvaccinated-people-account-for-almost-96pc-of-covid-19-deaths-in-past-four-months-40743717.html
[1] https://www.cnbc.com/2021/08/12/rand-pauls-wife-bought-shares-in-covid-treatment-maker-gilead-as-virus-spread.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fcountdown-health-climate&rc=0
[1] https://cbsn.ws/3g0NxKm
[1] https://cbsn.ws/3AAbYpR
[1] https://www.local10.com/news/florida/2021/08/12/desantis-sets-plan-for-regeneron-and-monoclonal-antibodies-to-fight-covid-19/

Top URLs in Tweet in G9:
[2] https://www.bfmtv.com/sante/covid-19-pour-alain-fischer-l-immunite-collective-est-devenue-un-challenge-tres-ambitieux_AN-202108150064.html
[2] https://www.cnews.fr/monde/2021-08-13/origine-du-covid-la-fuite-dun-laboratoire-de-wuhan-consideree-comme-une-piste
[1] https://www.jpost.com/breaking-news/israelis-flew-to-iceland-30-contracted-covid-report-676835
[1] https://twitter.com/florent_chenu/status/1420741037186719744?s=21
[1] https://www.cnews.fr/videos/france/2021-08-12/nice-la-hausse-des-cas-de-covid-19-chez-les-bebes-inquiete-les-hopitaux

Top URLs in Tweet in G10:
[4] https://www.rte.ie/news/2021/0813/1240580-world-covid-cases/
[2] http://abcnews.go.com/Politics/27-vaccinated-people-test-positive-covid-carnival-ship/story?id=79444265
[1] https://www.rte.ie/news/2021/0814/1240797-world-covid-story/
[1] https://abcn.ws/3CDy24L
[1] https://abcn.ws/37BE2g2
[1] https://abcn.ws/3xB569O
[1] https://abcn.ws/3yJX1RB
[1] https://abcn.ws/3sj7KQn
[1] https://abcn.ws/3skJptr
[1] https://abcn.ws/3jLIsGM

Top Domains
Top Domains in Tweet in Entire Graph:
[334] twitter.com
[90] co.uk
[66] trib.al
[48] theguardian.com
[45] bit.ly
[43] com.br
[41] nytimes.com
[38] cvs.com
[30] com.mx
[28] youtube.com

Top Domains in Tweet in G1:
[109] twitter.com
[38] cvs.com
[15] co.uk
[12] theguardian.com
[12] com.br
[12] msn.com
[11] youtube.com
[9] washingtonpost.com
[9] nytimes.com
[8] cnn.com

Top Domains in Tweet in G2:
[8] yahoo.com
[3] twitter.com
[2] nbcnews.com
[2] rawstory.com
[1] wapo.st
[1] bit.ly
[1] washingtonpost.com

Top Domains in Tweet in G3:
[13] trib.al
[11] msnbc.com
[3] slate.com
[2] religionnews.com
[2] twitter.com
[2] nytimes.com
[2] fox4news.com
[1] theatlantavoice.com
[1] cnn.com
[1] cbslocal.com

Top Domains in Tweet in G4:
[8] trib.al
[5] nyti.ms
[5] cnn.it
[2] n.pr
[2] washingtonpost.com
[2] wesh.com
[2] npr.org
[2] cnn.com
[1] wapo.st
[1] nbcnews.to

Top Domains in Tweet in G5:
[10] thedailybeast.com
[7] texastribune.org
[4] ajc.com
[3] trib.al
[3] twitter.com
[2] local10.com
[2] clarionledger.com
[1] sun-sentinel.com
[1] businessinsider.com
[1] yahoo.com

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

Top Domains in Tweet in G7:
[9] theguardian.com
[5] twitter.com
[4] timesofisrael.com
[3] nejm.org
[3] bmj.com
[1] cnnphilippines.com
[1] bit.ly
[1] worldometers.info
[1] nature.com
[1] researchprofessionalnews.com

Top Domains in Tweet in G8:
[6] cbsnews.com
[4] local10.com
[3] occupydemocrats.com
[2] cbsn.ws
[2] axios.com
[2] independent.ie
[1] cnbc.com
[1] elsevierhealth.com
[1] nytimes.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[3] cnews.fr
[2] bfmtv.com
[1] jpost.com
[1] twitter.com

Top Domains in Tweet in G10:
[7] abcn.ws
[5] rte.ie
[3] go.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[254] covid_19
[241] covid
[164] covid19
[77] lawan
[48] whatshappeninginmyanmar
[32] coronavirus
[31] kenoforiattamustresign
[30] cuba
[25] passsanitaire
[24] covid_19mx



Top Hashtags in Tweet in G1:
[51] covid_19
[39] covid
[37] whatshappeninginmyanmar
[18] recognizenug
[18] aug16coup
[15] aug13coup
[14] covid19
[12] china
[11] coronavirus
[6] news

Top Hashtags in Tweet in G2:
[8] covid
[1] mondaythoughts
[1] mondaymotivation
[1] mondaymorning
[1] nhpolitics
[1] getvaccinatednow

Top Hashtags in Tweet in G3:
[8] covid19
[6] ronaron
[4] vaccine
[4] covid
[2] mog
[2] podcast
[1] covid_19
[1] covidisnotover
[1] january6th
[1] reiders

Top Hashtags in Tweet in G4:
[14] covid_19
[7] covidisairborne
[4] rentree2021
[3] covid19france
[3] talibans
[2] pedsicu
[2] covid19
[2] ice
[1] afganisthan
[1] batonrougegeneral

Top Hashtags in Tweet in G5:
[7] covid19
[4] florida
[4] gapol
[3] tennessee
[2] getvaccinatednow
[2] flapol
[1] hospitalsarefull
[1] noroom
[1] sos
[1] covid

Top Hashtags in Tweet in G6:
[52] lawan
[6] covid19
[3] menangbersama
[3] komunikasikita
[2] mkn50
[2] menangbersamamharungicovid19
[2] covid
[1] wtckl
[1] sihatmilikku
[1] jabatanpenerangan

Top Hashtags in Tweet in G7:
[3] covid19
[2] maroc
[2] covid_19
[1] vaccineswork
[1] mrna
[1] covid19vaccine
[1] immunocompromised
[1] casablanca

Top Hashtags in Tweet in G8:
[2] qpublican

Top Hashtags in Tweet in G9:
[3] covid_19
[2] passsanitaire
[1] bordeaux
[1] bordeauxmaville
[1] coronavirus
[1] dictaturesanitaire
[1] passsanitairedelahonte
[1] auchan
[1] covidiot
[1] labelleequipe

Top Hashtags in Tweet in G10:
[4] trumpstaliban
[3] covid
[2] texas
[2] abbottvariant
[2] trump
[2] covid19
[2] police
[1] regeneron
[1] regeneronstock
[1] floridakilling

Top Words
Top Words in Tweet in Entire Graph:
[7939] covid
[2682] 19
[735] people
[698] vaccine
[447] more
[362] school
[348] cases
[346] one
[342] vaccinated
[308] hospital

Top Words in Tweet in G1:
[876] covid
[405] 19
[86] people
[77] 2021
[62] vaccine
[51] #covid_19
[51] 13
[50] more
[47] 08
[46] city

Top Words in Tweet in G2:
[169] covid
[82] kylegriffin1
[58] county
[55] day
[53] school
[51] america
[43] students
[39] due
[38] 19
[38] 440

Top Words in Tweet in G3:
[131] covid
[62] people
[52] mmpadellan
[49] made
[45] dying
[44] msnbc
[43] forget
[43] guy
[41] amazing
[41] soon

Top Words in Tweet in G4:
[73] covid
[28] 19
[23] cnn
[22] people
[20] nytimes
[18] rate
[18] washingtonpost
[16] one
[16] vaccine
[14] #covid_19

Top Words in Tweet in G5:
[86] covid
[47] govrondesantis
[40] florida
[28] 19
[27] teachers
[22] county
[21] school
[17] died
[17] one
[16] 24

Top Words in Tweet in G6:
[112] kes
[111] covid
[97] 19
[67] ini
[58] dari
[57] tiada
[57] dilaporkan
[57] farhanzulkefly
[56] setakat
[52] himpunan

Top Words in Tweet in G7:
[88] covid
[37] 19
[34] vaccine
[22] delta
[14] pfizer
[14] doctormacias
[14] méxico
[12] variante
[11] doses
[11] peterhotez

Top Words in Tweet in G8:
[66] covid
[47] lindyli
[46] rand
[44] paul
[44] bought
[43] stock
[42] wife
[38] gilead
[34] time
[31] more

Top Words in Tweet in G9:
[33] infected
[22] covid
[19] fully
[16] craigkellymp
[16] looks
[16] group
[16] israelis
[16] flew
[16] iceland
[16] holiday

Top Words in Tweet in G10:
[33] positive
[31] tested
[30] covid
[28] abc
[26] noitsleviosah
[26] doing
[26] right
[25] best
[25] friend
[25] yesterday

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2559] covid,19
[203] contra,covid
[183] covid,vaccine
[164] rand,paul
[131] due,covid
[119] positive,covid
[115] wife,bought
[104] long,covid
[104] 19,vaccine
[100] covid,cases

Top Word Pairs in Tweet in G1:
[356] covid,19
[41] 08,2021
[39] 13,08
[38] available,appointments
[38] appointments,detected
[38] detected,provider
[38] provider,cvs
[38] cvs,pharmacy
[38] pharmacy,city
[38] registration,link

Top Word Pairs in Tweet in G2:
[38] 440,students
[38] palm,beach
[38] beach,county
[37] covid,19
[35] second,day
[35] day,school
[35] school,440
[35] students,already
[35] already,quarantined
[35] quarantined,florida's

Top Word Pairs in Tweet in G3:
[42] dying,covid
[41] amazing,soon
[41] soon,people
[41] people,forget
[41] forget,guy
[41] guy,golfed
[41] golfed,weekend
[41] weekend,500k
[41] 500k,americans
[41] americans,dying

Top Word Pairs in Tweet in G4:
[28] covid,19
[9] positive,covid
[8] unvaccinated,people
[8] simulation,modeled
[8] modeled,delta
[8] delta,driven
[8] driven,covid
[8] covid,outbreaks
[8] outbreaks,two
[8] two,communities

Top Word Pairs in Tweet in G5:
[28] covid,19
[14] broward,county
[10] died,covid
[10] acnewsitics,govrondesantis
[9] county,florida
[9] 24,hour
[7] 24,hours
[7] three,teachers
[7] teachers,teaching
[7] teaching,assistant

Top Word Pairs in Tweet in G6:
[94] covid,19
[57] kes,covid
[52] setakat,ini
[52] ini,tiada
[52] tiada,kes
[52] 19,dilaporkan
[52] dilaporkan,dari
[52] dari,himpunan
[52] himpunan,#lawan
[52] #lawan,dg

Top Word Pairs in Tweet in G7:
[37] covid,19
[12] variante,delta
[11] covid,vaccine
[9] gordon,brown
[8] hoy,méxico
[8] méxico,alcanzó
[8] alcanzó,récord
[8] récord,casos
[8] casos,nuevos
[8] nuevos,covid

Top Word Pairs in Tweet in G8:
[43] rand,paul
[42] wife,bought
[30] time,10
[30] 10,years
[29] more,damning
[29] damning,thought
[29] thought,gilead
[29] gilead,stock
[29] stock,rand
[29] paul,wife

Top Word Pairs in Tweet in G9:
[16] looks,group
[16] group,fully
[16] fully,israelis
[16] israelis,flew
[16] flew,iceland
[16] iceland,holiday
[16] holiday,infected
[16] infected,infected
[16] infected,flight
[15] craigkellymp,looks

Top Word Pairs in Tweet in G10:
[31] tested,positive
[25] best,friend
[25] friend,tested
[25] positive,yesterday
[25] yesterday,doing
[25] doing,everything
[25] everything,right
[25] right,still
[24] noitsleviosah,best
[24] still,contra

Top Replied-To
Top Replied-To in Entire Graph:
@govrondesantis
@wplglocal10
@gregabbott_tx
@divizio1
@danielsgoldman
@acnewsitics
@teapainusa
@usaa
@donadam68
@karl_lauterbach

Top Replied-To in G2:
@kylegriffin1
@knowyourobama
@anet2111
@iamalittlehappy
@laineymart
@duty2warn
@cfkalola

Top Replied-To in G3:
@msnbc
@betoorourke

Top Replied-To in G4:
@cnn
@nbcnews
@mzhy_99
@cryptopowder
@alihassyason
@green_thumb15
@hazel50988124
@barefootnonna
@wh_cornpop
@neilkatz

Top Replied-To in G5:
@govrondesantis
@acnewsitics
@omarsito_n
@thedailybeast
@thehowie
@smg012275
@danielgothits
@removeblshvk
@girlsreallyrule

Top Replied-To in G6:
@kkmputrajaya
@malaysia_covid

Top Replied-To in G7:
@erictopol
@cnnphilippines
@peterhotez
@lucyham70094979
@us_fda

Top Replied-To in G8:
@wplglocal10
@danielsgoldman
@cbsthismorning
@upr_asselineau
@lindyli
@randpaul

Top Replied-To in G9:
@divizio1
@sylvain_massot
@philipperainant
@ruptator
@autrement_votre
@lenuagedudragon
@mesteve05
@houpette2

Top Replied-To in G10:
@noitsleviosah
@gop

Top Mentioned
Top Mentioned in Entire Graph:
@kylegriffin1
@vitariesocks
@farhanzulkefly
@mmpadellan
@lindyli
@msnbc
@govrondesantis
@iamsophianelson
@cbouzy
@itsbobbih

Top Mentioned in G1:
@ciro_imperato
@factsjustic
@racurs_ua
@impactosumustv
@unfpabf
@rulindodistrict
@karenju35962200
@pksjaksel
@norma93336421

Top Mentioned in G2:
@kylegriffin1
@iamsophianelson
@cbouzy
@duty2warn
@donwinslow
@yahoo
@iamalittlehappy
@drtomfrieden
@owillis
@jameshohmann

Top Mentioned in G3:
@mmpadellan
@msnbc
@rvawonk
@ronfilipkowski
@laurie_garrett
@govabbott
@thereidout
@betoorourke
@mehdirhasan
@kylegriffin1

Top Mentioned in G4:
@cnn
@nytimes
@washingtonpost
@le___doc
@npr
@peterbakernyt
@karenvaites
@orlandosentinel
@ojeda4america
@curiositycaty

Top Mentioned in G5:
@govrondesantis
@thedailybeast
@steventdennis
@acnewsitics
@girlsreallyrule
@thetnholler
@sunsentinel
@tnhousegop
@ajc
@smg012275

Top Mentioned in G6:
@farhanzulkefly
@dghisham
@pelabur_bijak
@fendymojoo
@muhyiddinyassin
@jkjavmy
@myhealthkkm
@kkmputrajaya
@silvermillion
@bernamadotcom

Top Mentioned in G7:
@doctormacias
@peterhotez
@nejm
@pfizer
@alexberenson
@maxkaiser75
@erictopol
@moderna_tx
@edpilkington
@guardian

Top Mentioned in G8:
@lindyli
@randpaul
@cbsnews
@danielsgoldman
@wplglocal10
@verhaeghe
@sandibachom
@axios
@meidastouch
@vladduthierscbs

Top Mentioned in G9:
@craigkellymp
@cnews
@autrement_votre
@divizio1
@assocovid
@ruptator
@saraart4
@didiermaisto
@pierre_gtil
@smackenziekerr

Top Mentioned in G10:
@noitsleviosah
@abc
@timhannan
@rte
@gop
@davidjthunder
@blackknight10k
@fivethirtyeight
@linseydavis
@headlines24_7

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@contrapuntovzla
@dolartoday
@kompascom
@lasillarota
@detikcom
@okezonenews
@robinsnewswire
@republikaonline

Top Tweeters in G1:
@caraotadigital
@la_patilla
@dolartoday
@okezonenews
@robinsnewswire
@la_iguanatv
@titrespresse
@vivacoid
@infoiteconomia
@andyvermaut

Top Tweeters in G2:
@jrbkjrbk
@hottakeharry
@daretothink53
@iamsophianelson
@rhapsodynbloom
@cliveboyce77
@pulsa48
@imcosta1
@lirehirsch
@libbystone2

Top Tweeters in G3:
@falconhamada_90
@mog7546
@msochubbard
@slate
@frackhazreveal
@sandykalano
@ltanner70
@funder
@victoria_scherr
@ruthellaowens

Top Tweeters in G4:
@nytimes
@wesh
@washingtonpost
@cnn
@nbcnews
@miamiherald
@gigicaponepr
@wpbf25news
@khanimambobar
@orlandosentinel

Top Tweeters in G5:
@cagney1991
@vmbritsch
@nitenitemelissa
@deelishis_dee
@thedailybeast
@ajc
@jamijturner
@pabloleslie
@lifesafeast
@the_nabster

Top Tweeters in G6:
@bernamadotcom
@rtm_malaysia
@yusurisan
@bernamaradio
@f4izalhassan
@myna92
@arienshahril
@ladyanaaaaaa
@nranksm
@miraeayo

Top Tweeters in G7:
@cotey_mary
@guardian
@cnnphilippines
@colourbars
@golwgymor
@jfjabbo
@marcuschown
@aaronh02056
@wisconajb
@cesar_ss182

Top Tweeters in G8:
@independent_ie
@cbsnews
@pmccy
@cyb3rb0r6
@sandibachom
@wplglocal10
@cbsthismorning
@larry411
@geegeeakili
@_carelessman

Top Tweeters in G9:
@cmartyluso1
@alek_aloha
@cnews
@l_oranaise_
@elianecarrier
@saraart4
@kantikshah
@chamirianm
@jfh82
@gerardbondeau

Top Tweeters in G10:
@lesleygsmith3
@abc
@aviflygirl
@_briaplease
@sngitau
@michele5411
@resistersis20
@sharonflink
@lonestarcelt
@lexsion