COVID-19, Twitter, 9/21/2020 10:36:02 AM, 235580


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COVID-19_2020-09-21_00-00-01.xlsx
COVID-19_2020-09-21_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/33JyNZr
@realdonaldtrump
@joebiden
@amarujalanews
@who
@adrianh23960172
@narendramodi
@jeanethpino
@drtedros
@vtvcanal8
@johnnybgde

Top hashtags:
#covid19
#covid__19
#covid_19
#coronavirus
#envideo
#covid
#bidentownhall

Description:
Description
The graph represents a network of 10,441 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 September 2020 at 07:19 UTC.

The requested start date was Monday, 21 September 2020 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 2-day, 0-hour, 2-minute period from Thursday, 17 September 2020 at 03:15 UTC to Saturday, 19 September 2020 at 03:17 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 : 10441
Unique Edges : 5303
Edges With Duplicates : 13366
Total Edges : 18669
Number of Edge Types : 5
Retweet : 5941
MentionsInRetweet : 6967
Tweet : 2981
Replies to : 471
Mentions : 2309
Self-Loops : 3023
Reciprocated Vertex Pair Ratio : 0.00357621814930711
Reciprocated Edge Ratio : 0.00712694877505568
Connected Components : 2628
Single-Vertex Connected Components : 773
Maximum Vertices in a Connected Component : 3094
Maximum Edges in a Connected Component : 6951
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 9.114436
Graph Density : 8.23822676664094E-05
Modularity : 0.538028
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 10,441 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 September 2020 at 07:19 UTC.

The requested start date was Monday, 21 September 2020 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 2-day, 0-hour, 2-minute period from Thursday, 17 September 2020 at 03:15 UTC to Saturday, 19 September 2020 at 03:17 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-19
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:
[87] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[65] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19/amp
[45] http://fox17.com/error
[43] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[32] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[20] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5
[17] https://www.complex.com/life/2020/09/over-500-las-vegas-wynn-resorts-employees-test-positive-for-covid-19?utm_campaign=complexmag&utm_source=twitter.com&utm_medium=social
[16] https://mazo4f.com/ab8-medicamento-creado-por-cientificos-de-pittsburgh-capaz-de-prevenir-y-tratar-el-covid-19
[16] https://www.filingsearch.com/omp/202009147541/ex
[14] https://thedcpatriot.com/shock-study-finds-covid-19-lockdowns-10-times-more-deadly-than-virus/

Top URLs in Tweet in G1:
[9] https://www.wuestdevelopment.de/
[8] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5
[3] http://fox17.com/error
[2] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/
[2] https://voxeu.org/article/role-prostitution-markets-domestic-violence-during-covid-19#.X2G6AsmrDzI.twitter
[2] https://twinybots.ch/
[2] https://www.cnn.com/2020/09/17/asia/indonesia-coronavirus-grave-diggers-intl-hnk-scli/index.html
[2] https://twitter.com/stevekrak/status/1306761279365885955
[2] https://www.youtube.com/watch?v=St_tZL1bl0I&feature=youtu.be


Top URLs in Tweet in G2:
[5] https://trib.al/htuOczl
[3] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[2] https://trib.al/kyKgMgM
[2] https://www.youtube.com/watch?v=f0j6adNroo4&feature=youtu.be
[1] https://twitter.com/FOXNashville/status/1306412830422454273
[1] https://twitter.com/blairbrandt/status/1306024924453240835
[1] https://www.pscp.tv/w/cjES6TFvUEVMQkJiT2xyS2R8MVBsSlFOeUREVnZ4RdXz2tXlSUuh8je36teVZIM-Yo3P43WwnhlHq1J688KZ
[1] https://bit.ly/2Ehg1Qs
[1] https://www.msnbc.com/11th-hour/watch/trump-covid-19-deaths-are-lower-if-you-ignore-the-blue-states-91953733504
[1] https://www.nbcnews.com/news/latino/trump-administration-doubles-down-opposition-puerto-rico-funding-drawing-criticism-n988181

Top URLs in Tweet in G3:
[63] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19/amp
[14] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[7] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[5] https://www.msnbc.com/all-in/watch/dr-fauci-says-he-will-raise-flags-if-corners-are-cut-on-covid-19-vaccine-92022341693
[2] https://www.theatlantic.com/ideas/archive/2020/09/duty-warn/616376/
[2] https://www.dailykos.com/stories/1978226
[2] https://twitter.com/amymcgrathky/status/1306700236086226944
[1] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=vanity-fair&utm_social-type=earned
[1] https://www.newyorker.com/tech/annals-of-technology/the-promise-of-designer-protein-in-the-fight-against-covid-19?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[1] https://www.youtube.com/watch?v=NWDAnp0ctTA&feature=youtu.be&t=3388


Top URLs in Tweet in G4:
[2] https://thenevadaindependent.com/article/harris-criticizes-trumps-handling-of-covid-19-touts-bidens-coronavirus-response-plan-at-roundtable-in-first-nevada-visit-as-vp-nominee
[2] https://www.washingtonpost.com/nation/2020/09/18/coronavirus-idaho-pastor-icu/
[2] https://www.drrahulbhatambre.com/latest-update/are-u-feel-sad-or-an/356?utm_source=twitter
[2] https://www.vox.com/2020/9/16/21439089/problem-solvers-caucus-house-senate-stimulus-covid-19
[1] https://twitter.com/realDonaldTrump/status/1306801068186116096
[1] https://cnn.it/3muf6NH
[1] https://cnn.it/3c2mOKe
[1] https://cnn.it/3c2MDdb
[1] https://cnn.it/3mxCAl6
[1] https://cnn.it/3kn91AE

Top URLs in Tweet in G5:
[5] https://www.icmr.gov.in
[4] https://time.com/5887199/coronavirus-vaccine-race/
[3] https://www.naijanews.com/2020/09/18/coronavirus-ncdc-confirms-221-new-covid-19-cases-in-nigeria/
[2] https://www.mohfw.gov.in/
[2] https://www.naijanews.com/2020/09/19/covid-19-fg-stops-emirates-airlines-from-operating-in-nigeria/
[2] https://www.indiatvnews.com/education/news-karnataka-schools-pre-university-colleges-reopen-september-21-education-minister-s-suresh-kumar-650434
[2] https://www.amarujala.com/india-news/itbp-jawans-beating-corona-17-day-old-newborn-and-78-year-old-recover
[2] https://www.amarujala.com/delhi-ncr/cancer-tuberculosis-and-heart-patients-beat-corona-at-itbp-referral-hospital-1150-patients-recovered
[2] https://apple.news/AxCnoZiNcSb2IIC6KxjGXjg
[2] http://dlvr.it/Rgw533

Top URLs in Tweet in G6:
[15] https://mazo4f.com/ab8-medicamento-creado-por-cientificos-de-pittsburgh-capaz-de-prevenir-y-tratar-el-covid-19
[7] https://mazo4f.com/venezuela-alcanza-el-83-de-recuperados-de-covid-19
[7] https://www.laiguana.tv/articulos/803601-balance-general-covid-19-viernes-18s/
[6] https://mazo4f.com/colombia-confirma-7568-casos-de-covid-19-y-187-fallecidos
[6] https://mazo4f.com/ante-segunda-ola-de-covid-19-la-oms-insta-a-vacunarse-contra-la-gripe
[4] https://mazo4f.com/venezuela-registra-890-nuevos-casos-de-covid-19-y-10-fallecidos-en-las-ultimas-24-horas
[4] https://www.vtv.gob.ve/migracion-inversa-en-venezuela-94-de-los-casos-importados-de-covid-19-han-llegado-contagiados-desde-colombia-y-brasil/
[4] https://www.vtv.gob.ve/venezuela-casos-covid-16092020-final-2/
[3] https://mazo4f.com/china-inicio-tercera-fase-de-cuatro-vacunas-contra-la-covid-19
[3] https://mazo4f.com/enterese-para-que-fecha-las-clases-podrian-volver-a-ser-presenciales-covid-19

Top URLs in Tweet in G7:
[38] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[6] https://nypost.com/2020/09/17/nashville-accused-of-hiding-covid-19-cases-from-bars-restaurants/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[4] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://nypost.com/2020/09/16/joe-biden-urges-covid-19-vaccine-plan-admits-he-didnt-read-trumps/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://nypost.com/2020/09/18/ny-health-department-sued-for-hiding-nursing-home-covid-19-deaths/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[1] https://nypost.com/2020/09/17/nashville-accused-of-hiding-covid-19-cases-from-bars-restaurants/
[1] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus?fbclid=IwAR0fHe9IN9lVXeAej3t1LMr6083IEzH_LtECQAhc06i6cjjFPYEVzd5oQKM
[1] http://fox17.com/error

Top URLs in Tweet in G8:
[18] http://fox17.com/error
[2] https://fox17.com/news/local/a-slap-in-the-face-leaked-covid-19-emails-from-nashville-mayors-office-leave-broadway-bar-business-owners-furious-tennessee-coronavirus-pandemic
[2] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[2] https://tennesseelookout.com/2020/08/04/nashville-restaurants-and-bars-account-for-few-confirmed-covid-19-cases/
[1] https://fox17.com/watch
[1] https://uncoverdc.com/2020/04/07/was-the-covid-19-test-meant-to-detect-a-virus/
[1] https://www.nytimes.com/2020/08/29/health/coronavirus-testing.html
[1] https://justthenews.com/nation/religion/we-should-follow-science-pelosi-disagrees-archbishop-easing-covid-19-restrictions
[1] https://fox17.com/news/local/fox-17-news-reporter-holds-nashville-mayors-office-accountable-for-leaked-covid-19-emails
[1] https://nypost.com/2020/09/17/nashville-accused-of-hiding-covid-19-cases-from-bars-restaurants/amp/

Top URLs in Tweet in G9:
[4] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/
[3] https://www.bbc.com/future/article/20200716-the-people-with-hidden-protection-from-covid-19?ocid=ww.social.link.email
[2] https://trib.al/rXfFmJP
[2] https://www.economist.com/1843/2020/04/08/do-you-speak-corona-a-guide-to-covid-19-slang?fsrc=scn/tw/te/bl/ed/bravenewworddoyouspeakcoronaaguidetocovid19slang1843magazine
[2] https://www.pscp.tv/w/cjN2FzM3Mzg2fDFZcUdvUmpudmp2S3bF2q99GFbHPlinH-gt6INNCYtlpAXhD2LtLVQft0PbtA==
[2] https://www.france24.com/en/20200918-hundreds-of-israelis-protest-new-covid-19-lockdown?ref=tw_i
[2] https://www.france24.com/en/asia-pacific/20200916-four-chinese-citizen-journalists-still-missing-after-investigating-covid-19-in-wuhan?ref=tw_i
[1] https://www.npr.org/sections/health-shots/2020/09/18/912731744/how-the-pandemic-is-widening-the-racial-wealth-gap?utm_medium=social&utm_campaign=npr&utm_source=twitter.com&utm_term=nprnews
[1] https://www.economist.com/briefing/2020/09/17/americas-domination-of-oil-and-gas-will-not-cow-china?fsrc=scn/tw/te/bl/ed/thechanginggeopoliticsofenergyamericasdominationofoilandgaswillnotcowchinabriefing
[1] https://www.economist.com/britain/2020/09/19/why-poor-britons-in-prosperous-places-are-suffering?fsrc=scn/tw/te/bl/ed/unusualemploymentwhypoorbritonsinprosperousplacesaresufferingbritain

Top URLs in Tweet in G10:
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5%3Fsource%3Dsocial.tw
[2] https://elemental.medium.com/its-okay-to-have-questions-about-a-covid-19-vaccine-here-s-what-to-ask-e8196cb8f222
[1] https://elemental.medium.com/the-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5?source=social---tw.elemental
[1] https://elemental.medium.com/why-more-covid-19-patients-are-surviving-the-icu-34e05fe9eba7
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fan-oral-history-of-the-pandemic-told-by-black-essential-workers-d217a59cb5b8
[1] https://elemental.medium.com/what-life-is-like-in-the-er-then-and-now-e05b781eb2c6
[1] https://elemental.medium.com/fe58932950e7?source=social---tw.elemental
[1] https://twitter.com/i/events/1306694486249148418

Top Domains
Top Domains in Tweet in Entire Graph:
[236] twitter.com
[138] fox17.com
[108] newyorker.com
[93] bit.ly
[90] nypost.com
[58] mazo4f.com
[58] youtube.com
[49] cbc.ca
[39] medium.com
[37] com.mx

Top Domains in Tweet in G1:
[71] twitter.com
[11] com.mx
[10] youtube.com
[9] wuestdevelopment.de
[8] wordpress.com
[8] cnn.com
[8] cbc.ca
[8] newyorker.com
[7] msn.com
[7] co.uk

Top Domains in Tweet in G2:
[8] trib.al
[4] twitter.com
[4] newyorker.com
[2] cnn.com
[2] youtube.com
[1] pscp.tv
[1] bit.ly
[1] msnbc.com
[1] nbcnews.com
[1] cnn.it

Top Domains in Tweet in G3:
[85] newyorker.com
[5] msnbc.com
[4] twitter.com
[2] theatlantic.com
[2] google.com
[2] dailykos.com
[1] vanityfair.com
[1] youtube.com
[1] nytimes.com
[1] washingtonpost.com

Top Domains in Tweet in G4:
[7] twitter.com
[6] cnn.it
[2] thenevadaindependent.com
[2] newyorker.com
[2] washingtonpost.com
[2] drrahulbhatambre.com
[2] vox.com
[1] trib.al
[1] vanityfair.com
[1] fox17.com

Top Domains in Tweet in G5:
[7] gov.in
[5] naijanews.com
[4] amarujala.com
[4] time.com
[3] twitter.com
[3] google.com
[2] indiatvnews.com
[2] apple.news
[2] dlvr.it
[2] conventionofstates.com

Top Domains in Tweet in G6:
[57] mazo4f.com
[34] gob.ve
[7] bit.ly
[7] laiguana.tv
[6] org.ve
[2] dailymotion.com
[2] notiglobo.com
[1] google.com
[1] twitter.com
[1] twimg.com

Top Domains in Tweet in G7:
[52] nypost.com
[1] foxnews.com
[1] fox17.com

Top Domains in Tweet in G8:
[24] fox17.com
[4] thegatewaypundit.com
[2] tennesseelookout.com
[1] uncoverdc.com
[1] nytimes.com
[1] justthenews.com
[1] nypost.com
[1] newschannel5.com
[1] twitter.com

Top Domains in Tweet in G9:
[7] nypost.com
[4] economist.com
[4] france24.com
[3] trib.al
[3] abcn.ws
[3] bbc.com
[2] pscp.tv
[1] npr.org
[1] americanpriority.com
[1] aflds.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[364] covid19
[293] covid__19
[201] covid_19
[114] coronavirus
[84] envideo
[77] covid
[60] bidentownhall
[46] madurolavozdevenezuela
[36] mausehatpakaimasker
[36] 6dvictoriachavista



Top Hashtags in Tweet in G1:
[69] covid__19
[43] covid19
[26] coronavirus
[19] covid_19
[15] sb5051
[15] sb5089
[15] mausehatpakaimasker
[11] covid
[8] corona
[8] virus

Top Hashtags in Tweet in G2:
[44] bidentownhall
[2] trumpownseverydeath
[2] red4ed
[1] covid__19

Top Hashtags in Tweet in G3:
[2] bidentownhall
[2] ditchmitch
[2] covid__19
[1] maga2020

Top Hashtags in Tweet in G4:
[9] covid__19
[8] beijingbiden
[5] bidentownhall
[4] maga
[3] trumplied200kdied
[3] bidenharris
[3] covid19
[3] trumptheantichrist
[2] eviltoxiclawlessliar
[2] hongkong

Top Hashtags in Tweet in G5:
[7] covid19
[5] covid_19
[5] splitfeeintotwoinstallments
[5] icmrfightscovid19
[4] covid__19
[3] indiafightscorona
[3] nationalunemoloymentday
[3] coronavirus
[2] himveers
[2] gumptionglasses

Top Hashtags in Tweet in G6:
[80] envideo
[42] madurolavozdevenezuela
[36] 6dvictoriachavista
[32] diálogodemocraciaypaz
[25] saludyeducaciónencasa
[19] dialogodemocraciaypaz
[16] 9/18/2020 12:00:00 AM
[12] covid_19
[10] deinterés
[10] notimippci

Top Hashtags in Tweet in G8:
[1] nine2noon
[1] nashville
[1] maga
[1] kag
[1] traitortot

Top Hashtags in Tweet in G9:
[2] ampfest2020
[1] bidentownhall
[1] coronavirus
[1] bioweapon
[1] covid
[1] engineered

Top Words
Top Words in Tweet in Entire Graph:
[6885] covid
[6749] 19
[807] trump
[582] more
[486] pandemic
[450] people
[391] casos
[385] during
[365] #covid19
[361] vaccine

Top Words in Tweet in G1:
[715] covid
[705] 19
[69] #covid__19
[59] trump
[54] people
[50] casos
[46] helps
[45] cases
[44] क
[43] #covid19

Top Words in Tweet in G2:
[338] covid
[336] 19
[276] joebiden
[160] americans
[160] trump
[101] more
[98] made
[98] during
[98] crisis
[98] pandemic

Top Words in Tweet in G3:
[181] troye
[152] olivia
[127] former
[94] conversation
[92] during
[88] struck
[88] young
[86] long
[76] much
[74] covid

Top Words in Tweet in G4:
[209] covid
[197] 19
[94] realdonaldtrump
[54] trump
[50] cnn
[37] states
[35] more
[32] blue
[31] going
[30] mmpadellan

Top Words in Tweet in G5:
[113] covid
[105] 19
[54] क
[34] र
[28] न
[27] द
[23] pmoindia
[21] त
[20] 12
[20] health

Top Words in Tweet in G6:
[323] covid
[321] 19
[110] venezuela
[105] vtvcanal8
[103] casos
[80] #envideo
[77] ministro
[74] comunicación
[71] contra
[64] luchaalmada

Top Words in Tweet in G7:
[158] covid
[139] 19
[75] chinese
[60] lrihendry
[52] nypost
[50] lab
[43] virologist
[42] made
[42] wuhan
[38] twitter

Top Words in Tweet in G8:
[95] covid
[76] nashville
[73] 19
[66] foxnashville
[58] mayor
[53] disturbing
[52] office
[41] emails
[38] mayor's
[35] show

Top Words in Tweet in G9:
[90] 19
[89] covid
[40] hcq
[39] physicians
[38] drsimonegold
[38] nevada
[37] 7th
[37] state
[37] quietly
[37] reverse

Top Words in Tweet in G10:
[106] elemental
[79] months
[72] pandemic
[72] ve
[72] learned
[70] six
[70] lot
[70] sars
[70] cov
[70] spreads

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6564] covid,19
[206] positive,covid
[176] olivia,troye
[168] contra,covid
[168] 19,pandemic
[162] during,covid
[149] joe,biden
[144] 19,vaccine
[132] tested,positive
[132] white,house

Top Word Pairs in Tweet in G1:
[686] covid,19
[27] protokol,kesehatan
[23] during,covid
[18] 19,cases
[16] contra,covid
[15] vote,yes
[15] yes,#sb5051
[15] #sb5051,#sb5089
[15] #sb5089,halting
[15] halting,evictions

Top Word Pairs in Tweet in G2:
[334] covid,19
[96] 100,richest
[96] richest,americans
[96] americans,made
[96] made,more
[96] more,300
[96] 300,billion
[96] billion,during
[96] during,covid
[96] 19,crisis

Top Word Pairs in Tweet in G3:
[152] olivia,troye
[88] struck,during
[88] during,conversation
[70] much,more
[66] long,career
[66] career,ahead
[65] troye,much
[65] more,lose
[63] conversation,young
[63] young,long

Top Word Pairs in Tweet in G4:
[196] covid,19
[32] blue,states
[26] jared,kushner
[25] 19,going
[24] reminder,jared
[24] kushner,pulled
[24] pulled,national
[24] national,plan
[24] plan,looked
[24] looked,covid

Top Word Pairs in Tweet in G5:
[101] covid,19
[18] 000,americans
[14] 19,pandemic
[10] americans,died
[10] swine,flu
[10] within,first
[9] roughly,12
[9] 12,000
[9] died,swine
[9] flu,within

Top Word Pairs in Tweet in G6:
[320] covid,19
[72] ministro,comunicación
[64] contra,covid
[53] vtvcanal8,#envideo
[47] comunicación,información
[43] información,luchaalmada
[34] #envideo,ministro
[33] 19,venezuela
[32] venezuela,registra
[31] casos,comunitarios

Top Word Pairs in Tweet in G7:
[139] covid,19
[42] chinese,virologist
[42] 19,made
[42] made,wuhan
[42] wuhan,lab
[38] twitter,suspends
[38] suspends,chinese
[38] virologist,covid
[37] nypost,twitter
[28] walk,covid

Top Word Pairs in Tweet in G8:
[73] covid,19
[38] nashville,mayor's
[38] mayor's,office
[37] 19,emails
[37] emails,nashville
[35] office,show
[35] show,disturbing
[35] disturbing,revelation
[25] live,foxnashville
[25] foxnashville,9pm

Top Word Pairs in Tweet in G9:
[89] covid,19
[37] nevada,7th
[37] 7th,state
[37] state,quietly
[37] quietly,reverse
[37] reverse,decision
[37] decision,block
[37] block,hcq
[37] hcq,prescriptions
[37] prescriptions,covid

Top Word Pairs in Tweet in G10:
[72] ve,learned
[70] six,months
[70] months,pandemic
[70] pandemic,ve
[70] learned,lot
[70] lot,sars
[70] sars,cov
[70] cov,spreads
[70] spreads,quite
[70] quite,thought

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@_2lp_plongoo2
@damailamongan
@diazcanelb
@joebiden
@struggl57775105
@pmoindia
@cbcalerts
@zbiotech
@hughhewitt

Top Replied-To in G1:
@infopuertoplata

Top Replied-To in G2:
@joebiden
@kylegriffin1
@nprpolitics
@livingforsanity
@mamafejdl
@pbump
@adamparkhomenko
@seanspicer
@malcolmnance
@patriot906

Top Replied-To in G3:
@nikkihaley
@mike_pence
@patricksvitek
@waitwha85766617
@sniggihnire
@tribelaw
@timalberta

Top Replied-To in G4:
@realdonaldtrump
@hughhewitt
@joebiden
@cnn
@cbntarmnp
@davidhogg111
@senatemajldr
@pink_lady56
@betsyrose23
@theheavybard

Top Replied-To in G5:
@pmoindia
@narendramodi
@anil_rachamalla
@mrsai93612295
@swamy39
@beardedcyclistz
@realdonaldtrump
@cmmadhyapradesh
@tssbtet
@cbseindia29

Top Replied-To in G7:
@lrihendry
@nypost
@samcrowley

Top Replied-To in G8:
@barnfatherbecky
@scavendish
@tinroofnash
@kylamb8
@donaldjtrumpjr

Top Replied-To in G9:
@overthrow
@acosta
@harvardchansph
@mitchellreports
@athie_gnome
@realjameswoods

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@elemental
@vtvcanal8
@simplydivine22
@realdonaldtrump
@luchaalmada
@tribelaw
@lrihendry
@anneapplebaum
@brithume

Top Mentioned in G1:
@detaxid
@raezartshub
@milesedgeworthy
@ninjaeconomics
@stargtanews
@laviejaguardiaa
@harris_isolda

Top Mentioned in G2:
@joebiden
@richardgrenell
@cnnpolitics
@hillaryclinton
@repadamschiff
@bettemidler
@joncoopertweets
@andrewbatesnc
@shaunking
@rcdimezzo

Top Mentioned in G3:
@tribelaw
@anneapplebaum
@sbg1
@sykescharlie
@oliviatroye
@billkristol
@newyorker
@kimberlyeatkins
@peterbakernyt
@radiofreetom

Top Mentioned in G4:
@realdonaldtrump
@cnn
@mmpadellan
@joyannreid
@kamalaharris
@senatemajldr
@gop
@lestatdelc
@senategop
@rudygiuliani

Top Mentioned in G5:
@pmoindia
@narendramodi
@mohfw_india
@drharshvardhan
@uberfacts
@ktrtrs
@icmrdelhi
@swamy39
@itbp_official
@harvardbiz

Top Mentioned in G6:
@vtvcanal8
@luchaalmada
@conelmazodando
@nicolasmaduro
@mippcivzla
@minsaludve
@partidopsuv
@teleiguana
@drtedros
@maperezpirela

Top Mentioned in G7:
@lrihendry
@nypost
@claytravis
@drdavidsamadi
@mchooyah
@queenalmamarie
@jasonmillerindc
@wdunlap
@silver_fox9
@ksorbs

Top Mentioned in G8:
@foxnashville
@johncooper4nash
@kylamb8
@donaldjtrumpjr
@cernovich
@culttture
@govmikehuckabee
@visitmusiccity
@carolmswain
@dc_draino

Top Mentioned in G9:
@drsimonegold
@realjameswoods
@abc
@theeconomist
@joe_warmington
@usda
@1843mag
@france24
@michaelcoudrey
@limengyan119

Top Mentioned in G10:
@elemental
@smithdanag
@msavener
@brenebrown
@scbegley
@ideagov
@cityfoodlover
@untergrundmanng

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@contrapuntovzla
@sumariumcom
@lasillarota
@ptjasamarga
@kompascom
@republikaonline

Top Tweeters in G1:
@pulpnews
@contrapuntovzla
@titrespresse
@notifalcon
@soupa_sewedo
@rapplerdotcom
@diariopanorama
@usrealitycheck
@dlasamericas
@mediaindonesia

Top Tweeters in G2:
@_silversmith
@ruthieredsox
@balind8
@aedaw9i
@celerycaraway
@ubervaper
@o_g_log
@chispasos9
@james_savage15
@robertbrickner

Top Tweeters in G3:
@tigerbeat
@wismiss3
@sallyagale
@nanteos620
@donnadiane1970
@taiping2
@radiofreetom
@citizengatsby
@xeni
@egeogh

Top Tweeters in G4:
@onahunttoday
@drawandstrike
@roripierpont1
@dsochoa
@shareitarie10
@electricboyo
@trumpcat04
@cnn
@stockscout1
@klingensmith_j

Top Tweeters in G5:
@time
@spencerkarter
@syawal
@asyoureadthis
@uberfacts
@kumar_ranjeet
@marymarlans
@hindunatl
@nigerianewsdesk
@cleve69_alan

Top Tweeters in G6:
@conelmazodando
@elperiodiquito
@vtvcanal8
@partidopsuv
@avnve
@fornerinojl
@dokanshinkarate
@aztileyzaid
@agiraudg
@_dblancog

Top Tweeters in G7:
@willsdarlin
@xvmaximum
@lrihendry
@nypost
@silver_fox9
@jeb1149
@felizflorecita1
@patriciascrens1
@trocbe
@romanjaworowic3

Top Tweeters in G8:
@fasting39
@whosfibbing
@wtpatty
@ex_lefty
@clanu2
@ggma5757
@nani_booboo
@mkjkimk
@dbargen
@smilelylorilynn

Top Tweeters in G9:
@viriyabot
@world_news_eng
@riyadhalrifai
@france24
@abc
@annika1021
@theeconomist
@ggdove
@npr
@lnair123

Top Tweeters in G10:
@shootarrow
@demsfight4u
@ideagov
@debbiebb15
@ksmth2000
@db_bae_aos
@carefree_people
@enthahotness
@jjyo_4
@msunielsen