COVID, Twitter, 9/23/2020 9:18:57 AM, 235798


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COVID_2020-09-23_00-32-21.xlsx
COVID_2020-09-23_00-32-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 23, 2020
Short Description:
COVID via NodeXL https://bit.ly/2RSYZva
@realdonaldtrump
@joebiden
@the_moccasin_
@msnavlin
@yhwhisgod4ever
@clarajeffery
@steveisaacs7
@mikenificent813
@goldpearl9
@jreinermd

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#covid__19
#payrollsupportprogram

Description:
Description
The graph represents a network of 11,547 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, 23 September 2020 at 07:47 UTC.

The requested start date was Wednesday, 23 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 3-day, 0-hour, 2-minute period from Saturday, 19 September 2020 at 03:17 UTC to Tuesday, 22 September 2020 at 03:19 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 : 11547
Unique Edges : 6871
Edges With Duplicates : 12270
Total Edges : 19141
Number of Edge Types : 5
Retweet : 5702
MentionsInRetweet : 7129
Tweet : 3031
Replies to : 979
Mentions : 2300
Self-Loops : 3063
Reciprocated Vertex Pair Ratio : 0.00521251002405774
Reciprocated Edge Ratio : 0.0103709613083367
Connected Components : 3192
Single-Vertex Connected Components : 830
Maximum Vertices in a Connected Component : 1454
Maximum Edges in a Connected Component : 3067
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.079076
Graph Density : 7.52165840836878E-05
Modularity : 0.5855
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 11,547 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, 23 September 2020 at 07:47 UTC.

The requested start date was Wednesday, 23 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 3-day, 0-hour, 2-minute period from Saturday, 19 September 2020 at 03:17 UTC to Tuesday, 22 September 2020 at 03:19 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:
[22] https://www.t13.cl/noticia/nacional/investigacion-fiscalia-muertes-covid-declaracion-johanna-acevedo-minsal-cifras-21-09-20
[22] https://www.foxnews.com/politics/biden-says-200-million-die-from-covid
[12] https://www.sinembargo.mx/20-09-2020/3861038
[9] https://noticias.r7.com/saude/dengue-pode-fornecer-imunidade-contra-a-covid-19-diz-estudo-21092020
[8] https://www.rawstory.com/2020/09/trump-loving-former-republican-official-who-hated-face-masks-dies-from-19/
[8] https://www.npr.org/sections/health-shots/2020/09/20/914374901/advances-in-icu-care-are-saving-more-patients-who-have-covid-19
[7] https://www.politicususa.com/2020/09/21/rachel-maddow-blasts-trump-for-refusing-to-acknowledge-200000-americans-who-have-died-of-covid.html
[7] https://www.route-fifty.com/public-safety/2020/09/tennessee-police-covid-funding/168603/
[7] https://trib.al/5mGKqPw
[7] https://www.cnnindonesia.com/nasional/20200921091509-20-548772/menteri-agama-fachrul-razi-positif-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed

Top URLs in Tweet in G1:
[5] https://wowplus.net/1st-elementary-school-in-ontario-closes-after-students-staff-test-positive-for-covid-19/
[3] https://www.foxnews.com/politics/biden-says-200-million-die-from-covid
[3] https://naijatell.com/buzz/africa-buzz/ghana/full-text-akufo-addos-17th-update-on-covid-19/
[2] https://www.viva.co.id/gaya-hidup/kesehatan-intim/1303523-kemenkes-klaster-covid-19-terbanyak-6-cara-cegah-penularan-di-kantor?utm_source=dlvr.it&utm_medium=twitter
[2] https://twinybots.ch/
[2] https://www.theguardian.com/us-news/live/2020/sep/18/donald-trump-joe-biden-minnesota-us-election-coronavirus-covid-live-updates?CMP=Share_iOSApp_Other
[2] https://www.pscp.tv/w/ci8aRjFlV0t5QUpxQXBiS0F8MWRSSlpaT2VucnpKQr1upXohISPNmo3QMlGY4I3nnQjqT00zj_Nr8bsYq9IB
[2] https://www.cnnindonesia.com/nasional/20200921091509-20-548772/menteri-agama-fachrul-razi-positif-covid-19
[2] https://twitter.com/Porfsamanda/status/1307765411287629830
[2] https://twitter.com/501awani/status/1307819580127981568

Top URLs in Tweet in G2:
[3] http://m.theceluv.com/article.php?aid=1600731585343895007#_enliple
[2] https://twitter.com/unicefchief/status/1308194364909334528
[2] http://webtv.un.org/
[1] http://webtv.un.org
[1] https://www.facebook.com/mofakr.kr
[1] https://twitter.com/unicefkorea/status/1308194463244677121?s=19

Top URLs in Tweet in G3:
[3] https://17plus.weebly.com/covid19.html
[2] https://www.cnn.com/videos/politics/2020/09/18/trump-rewrites-covid-19-history-facts-first-vf-dp-orig.cnn
[2] http://smartdissent.com/article/white-house-blocked-postal-service-sending-masks-every-home
[1] https://www.ksl.com/article/50019941/gov-herbert-may-announce-heightened-covid-19-restrictions-tuesday
[1] https://www.chicagotribune.com/coronavirus/ct-nw-cdc-guidelines-coronavirus-airborne-update-20200921-7c5donsnynhq5d3sbkjtzyap7u-story.html
[1] https://twitter.com/senatemajldr/status/1304107662750158848
[1] https://twitter.com/ClaraJeffery/status/1308240816570204162
[1] https://twitter.com/realtuckfrumper/status/1308225704052613120
[1] https://spencerfernando.com/2020/09/21/trudeau-liberals-spending-your-taxpayer-dollars-for-coronavirus-study-on-how-the-black-lives-matter-protests-have-given-quebec-black-young-adults-a-chance-to-recover-from-the-damaging-psychologi/
[1] https://www.thegatewaypundit.com/2020/09/disgraceful-cdc-beclowns-admits-randomly-posted-website-unproven-guidance-covid-19-remains-suspended-air/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons

Top URLs in Tweet in G4:
[6] https://mazo4f.com/argenis-chavez-la-lucha-contra-el-covid-19-no-debe-detenerse-en-esta-semana-de-flexibilizacion
[5] https://mazo4f.com/brasil-es-el-segundo-pais-del-mundo-con-mas-fallecidos-a-causa-del-covid-19
[4] https://mazo4f.com/ab8-medicamento-creado-por-cientificos-de-pittsburgh-capaz-de-prevenir-y-tratar-el-covid-19
[4] https://mazo4f.com/este-domingo-de-registraron-707-nuevos-casos-de-covid-19-en-el-pais
[4] https://mazo4f.com/veinte-dias-pudiera-ser-el-intervalo-mayor-de-infectividad-del-covid-19-estudio
[4] https://mazo4f.com/se-han-recuperado-10000-pacientes-de-covid-19-atendidos-en-hoteles-sanitarios-de-miranda
[4] https://mazo4f.com/direccion-general-de-ddhh-se-mantiene-desplegada-en-la-lucha-contra-el-covid-19
[3] https://mazo4f.com/venezuela-alcanza-el-83-de-recuperados-de-covid-19
[3] https://www.pscp.tv/w/1yoKMXELrWpxQ
[2] https://mazo4f.com/entregan-medicamentos-e-insumos-medicos-para-atender-pacientes-con-covid-19-en-nueva-esparta

Top URLs in Tweet in G5:
[1] https://trib.al/6iN0xro
[1] https://pubmed.ncbi.nlm.nih.gov/32863191/

Top URLs in Tweet in G6:
[3] https://www.cbsnews.com/news/covid-cases-in-uk-surge-as-britain-and-other-european-nations-face-possible-second-lockdowns/?ftag=CNM-00-10aab7e&linkId=100147984
[3] https://trib.al/7V8dnJF
[2] https://www.cbsnews.com/news/covid-19-stillbirth-miscarriage-preterm-birth-cdc-report/?ftag=CNM-00-10aab7e&linkId=100018228
[1] https://trib.al/4PMs8JP
[1] https://cnn.it/2ZQi2dI
[1] https://on.msnbc.com/3cmkfTp
[1] https://action.consumerreports.org/airlinesafety20200819cropetition?recruiter_id=6616290
[1] https://khn.org/news/is-cuomo-directive-to-blame-for-nursing-home-covid-deaths-as-us-official-claims/
[1] https://www.foxnews.com/opinion/coronavirus-vaccine-doctors-congressmen
[1] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/amp/?__twitter_impression=true

Top URLs in Tweet in G7:
[3] https://www.excelsior.com.mx/nacional/insiste-lopez-gatell-en-riesgo-latente-de-rebrote-covid-en-mexico/1406841
[2] https://elpais.com/sociedad/2020-09-17/hackers-chinos-robaron-informacion-de-la-vacuna-espanola-para-la-covid.html
[1] https://twitter.com/waldenevening/status/1308243750750019584
[1] https://www.nbcnews.com/health/health-news/u-s-covid-19-death-toll-surpasses-200-000-n1240034
[1] https://elpais.com/sociedad/2020-09-17/hackers-chinos-robaron-informacion-de-la-vacuna-espanola-para-la-covid.html?ssm=TW_CM
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[1] https://amp.theguardian.com/world/2020/sep/19/scientists-criticise-uks-hands-face-space-campaign-to-control-covid-19-coronavirus?CMP=share_btn_tw&__twitter_impression=true
[1] https://vaccinefinder.org/
[1] https://www.washingtonpost.com/nation/2020/09/21/cdc-covid-aerosols-airborne-guidelines/
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html

Top URLs in Tweet in G8:
[1] https://twitter.com/capaction/status/1308056032174772224
[1] https://www.cnn.com/politics/live-news/us-election-news-09-21-2020/h_4ae908506e3595d5e539b30d22ea2a78
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Ddq-SF0nZmmg&q=EgS4SO-bGOX0q_sFIhkA8aeDS34oKYCnk2bAMvrs_Q2aFGLjYI1gMgFy
[1] https://twitter.com/ClaraJeffery/status/1308240816570204162

Top URLs in Tweet in G9:
[2] https://www.newindianexpress.com/nation/2020/sep/18/ayush-system-of-medicine-useful-in-management-of-covid-19-health-ministry-2198757.html
[1] https://khabar.ndtv.com/news/india/no-data-of-healthcare-staff-died-of-covid-says-government-2295962
[1] https://www.indiatvnews.com/news/world/boris-johnson-uk-second-wave-of-coronavirus-covid-19-restrictions-coronavirus-vaccine-650514
[1] https://www.indiatvnews.com/news/world/us-president-donald-trump-covid-19-vaccine-available-every-american-by-april-650512

Top URLs in Tweet in G10:
[2] https://www.democracydocket.com/cases/south-carolina-covid-19-election-relief/
[2] https://qz.com/1905604/should-i-take-an-at-home-covid-19-test-to-hang-out-with-friends/
[1] https://nbcnews.to/2HmdBRF
[1] https://twitter.com/LindseyGrahamSC/status/1307807075804811270
[1] https://www.democracydocket.com/cases/wisconsin-covid-19-election-relief/
[1] https://www.washingtonpost.com/health/covid-slow-recovery-long-hauler-complications--/2020/09/18/73c2fd20-f45c-11ea-bc45-e5d48ab44b9f_story.html
[1] https://www.washingtonpost.com/coronavirus/ice-air-farmville-protests-covid/2020/09/11/f70ebe1e-e861-11ea-bc79-834454439a44_story.html
[1] https://www.washingtonpost.com/nation/2020/09/21/cdc-covid-aerosols-airborne-guidelines/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D_m7hmR6xpfU%26t%3D4s%26ab_channel%3DRappler&q=EgS4SO-bGMr3q_sFIhkA8aeDSzQDWZ8dIVH2Jbc1ECCbEA6gUZtnMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D_m7hmR6xpfU%26t%3D4s%26ab_channel%3DRappler&q=EgS4SO-bGJf3q_sFIhkA8aeDS7HuMxnd5BXmsKELw8OC1EF7erP2MgFy

Top Domains
Top Domains in Tweet in Entire Graph:
[332] twitter.com
[61] bit.ly
[48] mazo4f.com
[48] youtube.com
[46] com.mx
[37] trib.al
[33] com.au
[32] co.uk
[26] foxnews.com
[25] t13.cl

Top Domains in Tweet in G1:
[95] twitter.com
[8] com.mx
[8] com.ar
[7] theguardian.com
[7] google.com
[7] youtube.com
[6] com.br
[6] co.id
[6] cnn.com
[6] instagram.com

Top Domains in Tweet in G2:
[3] theceluv.com
[3] un.org
[3] twitter.com
[1] facebook.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] weebly.com
[2] cnn.com
[2] thegatewaypundit.com
[2] co.uk
[2] washingtonpost.com
[2] smartdissent.com
[1] ksl.com
[1] chicagotribune.com
[1] spencerfernando.com

Top Domains in Tweet in G4:
[48] mazo4f.com
[8] gob.ve
[3] pscp.tv
[2] bit.ly
[1] google.com

Top Domains in Tweet in G5:
[1] trib.al
[1] nih.gov

Top Domains in Tweet in G6:
[5] cbsnews.com
[4] trib.al
[2] twitter.com
[1] cnn.it
[1] msnbc.com
[1] consumerreports.org
[1] khn.org
[1] foxnews.com
[1] nypost.com
[1] clearnewswire.com

Top Domains in Tweet in G7:
[4] com.mx
[3] elpais.com
[3] cdc.gov
[2] twitter.com
[1] nbcnews.com
[1] theguardian.com
[1] vaccinefinder.org
[1] washingtonpost.com
[1] google.com
[1] ottawamatters.com

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

Top Domains in Tweet in G9:
[2] indiatvnews.com
[2] newindianexpress.com
[1] ndtv.com

Top Domains in Tweet in G10:
[3] democracydocket.com
[3] washingtonpost.com
[3] google.com
[2] qz.com
[1] nbcnews.to
[1] twitter.com
[1] forbes.com
[1] nationalreview.com
[1] inq.news
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[219] covid19
[160] covid_19
[146] covid
[86] coronavirus
[85] covid__19
[74] payrollsupportprogram
[57] envideo
[28] venezuelacombatealcovid19
[27] covid_19mx
[27] 6dvictoriachavista



Top Hashtags in Tweet in G1:
[30] covid19
[20] covid_19
[19] covid
[17] covid__19
[15] mausehatpakaimasker
[13] coronavirus
[10] taatprokessaatpilkada
[6] polriuntukindonesia
[4] covid2sulut
[4] kotamobagukota

Top Hashtags in Tweet in G2:
[7] btslovemyself
[7] unga
[5] bts
[2] kcamexico
[2] onbts
[2] army
[1] 방탄소년단

Top Hashtags in Tweet in G3:
[5] beijingbiden
[4] covid
[4] coronavirus
[4] china
[4] covid__19
[2] northcarolina
[2] trumplied200kdied
[2] xijinping
[2] us
[2] who

Top Hashtags in Tweet in G4:
[57] envideo
[27] 6dvictoriachavista
[26] venezuelacombatealcovid19
[24] dialogodemocraciaypaz
[20] garantizamoslapaz
[17] covid_19
[17] 9/20/2020 12:00:00 AM
[15] madurolavozdevenezuela
[14] laverdaddevenezuelaenlaonu
[10] 9/21/2020 12:00:00 AM

Top Hashtags in Tweet in G6:
[6] presidementia
[4] trumpbraindroppings
[3] covid
[1] trump
[1] protectpassengers
[1] trumpliesamericansdie
[1] trumpknewanddidnothing
[1] extendpsp
[1] why
[1] baba

Top Hashtags in Tweet in G7:
[3] coronavirus
[3] covid19
[2] covidview
[1] trumpisunwell
[1] trumpisunfitforoffice
[1] deardiary
[1] ventilation
[1] nepean
[1] covid

Top Hashtags in Tweet in G8:
[12] covid_19
[12] trumplied200kamericansdied
[4] therevcoms
[4] outnow
[1] trumpknewanddidnothing
[1] trumpknewvoteblue
[1] trumpresignnow

Top Hashtags in Tweet in G9:
[6] postpone_karo_upsc
[4] ssc
[4] canceldiplomaexams
[3] postponeupsc_prelims
[3] postponeupsc_cse
[2] upsc
[2] postponeupscprelims2020
[1] covid_19
[1] upscprelims2020
[1] savegujaratnre

Top Hashtags in Tweet in G10:
[5] covid19
[4] covid_19
[2] rapplertalk
[1] masks
[1] s
[1] democrat

Top Words
Top Words in Tweet in Entire Graph:
[7856] covid
[3773] 19
[714] people
[612] pandemic
[588] trump
[529] year
[449] 000
[402] more
[365] world
[355] general

Top Words in Tweet in G1:
[789] covid
[362] 19
[46] dan
[43] yang
[36] people
[34] casos
[34] cases
[32] kesehatan
[31] masker
[30] #covid19

Top Words in Tweet in G2:
[333] bts_twt
[310] general
[295] assembly
[217] young
[217] people
[211] world
[209] two
[209] years
[209] ago
[209] inspired

Top Words in Tweet in G3:
[134] covid
[82] realdonaldtrump
[61] 19
[27] trump
[19] people
[18] 000
[17] whitehouse
[16] more
[15] dead
[14] cdc

Top Words in Tweet in G4:
[208] covid
[201] 19
[66] nicolasmaduro
[57] #envideo
[51] casos
[50] venezuela
[43] contra
[37] día
[36] pacientes
[35] vtvcanal8

Top Words in Tweet in G5:
[159] yagirlkat_
[155] heart
[152] attack
[150] old
[149] 21
[148] year
[147] coming
[147] turns
[146] guy
[146] chest

Top Words in Tweet in G6:
[67] covid
[35] 19
[18] people
[16] cnn
[15] msnbc
[15] trump
[15] mmpadellan
[15] mitch
[15] mcconnell
[15] disease

Top Words in Tweet in G7:
[123] covid
[51] 19
[42] trump
[34] way
[33] virus
[30] heads
[30] anybody
[30] country
[30] tests
[30] positive

Top Words in Tweet in G8:
[110] covid
[73] clarajeffery
[72] 4th
[72] largest
[72] mass
[72] casualty
[72] event
[72] history
[72] topped
[72] civil

Top Words in Tweet in G9:
[50] covid
[30] ర
[25] 19
[19] क
[19] र
[16] म
[16] మ
[16] క
[14] న
[13] sir

Top Words in Tweet in G10:
[63] covid
[33] drtomfrieden
[31] people
[27] clear
[25] one
[24] reduce
[22] plenty
[22] room
[22] disagreement
[22] debate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3673] covid,19
[371] 19,pandemic
[318] general,assembly
[227] young,people
[216] around,world
[214] years,ago
[211] two,years
[209] ago,bts_twt
[209] bts_twt,inspired
[209] inspired,young

Top Word Pairs in Tweet in G1:
[349] covid,19
[27] protokol,kesehatan
[22] penyebaran,covid
[19] positive,covid
[17] positif,covid
[14] contra,covid
[13] virus,covid
[11] during,covid
[10] 19,cases
[10] menggunakan,masker

Top Word Pairs in Tweet in G2:
[295] general,assembly
[217] young,people
[209] two,years
[209] years,ago
[209] ago,bts_twt
[209] bts_twt,inspired
[209] inspired,young
[209] people,around
[209] around,world
[209] world,powerful

Top Word Pairs in Tweet in G3:
[59] covid,19
[15] realdonaldtrump,whitehouse
[13] 200,000
[7] died,covid
[6] 000,dead
[6] realdonaldtrump,responsible
[5] dead,covid
[5] realdonaldtrump,rsbnetwork
[5] hey,hey
[5] many,folks

Top Word Pairs in Tweet in G4:
[195] covid,19
[34] contra,covid
[30] ministro,comunicación
[28] pacientes,covid
[27] vtvcanal8,#envideo
[24] lucha,contra
[24] #6dvictoriachavista,#dialogodemocraciaypaz
[20] #envideo,ministro
[19] comunicación,información
[19] información,luchaalmada

Top Word Pairs in Tweet in G5:
[152] heart,attack
[148] 21,year
[148] year,old
[146] old,guy
[146] guy,coming
[146] coming,chest
[146] chest,pain
[146] pain,turns
[146] turns,damn
[146] damn,heart

Top Word Pairs in Tweet in G6:
[33] covid,19
[15] mitch,mcconnell
[15] mcconnell,disease
[15] disease,herpes
[15] herpes,cancer
[15] cancer,cell
[15] cell,attached
[15] attached,covid
[14] mmpadellan,mitch
[9] speaker,pelosi

Top Word Pairs in Tweet in G7:
[51] covid,19
[30] heads,anybody
[30] anybody,country
[30] country,covid
[30] covid,tests
[30] tests,positive
[30] positive,covid
[30] covid,antibodies
[30] antibodies,preexisting
[29] chrismurphyct,heads

Top Word Pairs in Tweet in G8:
[72] covid,4th
[72] 4th,largest
[72] largest,mass
[72] mass,casualty
[72] casualty,event
[72] event,history
[72] history,topped
[72] topped,civil
[72] civil,war
[72] war,wwii

Top Word Pairs in Tweet in G9:
[25] covid,19
[6] सरक,र
[6] द,य
[6] మ,త
[6] త,ర
[6] ల,న
[5] due,covid
[4] due,date
[4] क,ल
[4] म,द

Top Word Pairs in Tweet in G10:
[22] plenty,room
[22] room,disagreement
[22] disagreement,debate
[22] debate,society
[22] society,one
[22] one,thing
[22] thing,clear
[22] clear,masks
[22] masks,reduce
[22] reduce,spread

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@yagirlkat_
@joebiden
@cnnpolitics
@damailamongan
@repsforbiden
@speakerpelosi
@rapsheet
@teampelosi
@mixtapevol1

Top Replied-To in G2:
@bangtan_l0vely
@7_amae

Top Replied-To in G3:
@realdonaldtrump
@ddale8
@stillgray
@apoots12
@senatemajldr
@gamegrouch
@govherbert
@jenminicooper
@denlesks
@naomi90920556

Top Replied-To in G4:
@carloss26601338

Top Replied-To in G5:
@yagirlkat_
@davidfdodge1
@cedarspiced

Top Replied-To in G6:
@cnn
@msnbc
@marklevinshow
@rryancc
@herschelwalker
@darlawoodfork
@astar4ty
@eddiedowdtv
@livelygames
@arcanegoat

Top Replied-To in G7:
@waldenevening
@acosta
@jennifernuzzo
@angie_rasmussen
@christinarenwi4

Top Replied-To in G8:
@clarajeffery
@roguesocks

Top Replied-To in G9:
@apssaef
@shashitharoor
@sonusood
@kishanreddybjp
@pwilsondmk
@inbarcohen13
@narendramodi

Top Replied-To in G10:
@cnnpolitics
@teampelosi
@mixtapevol1
@chelseaclinton
@inquirerdotnet
@drericding
@robreiner
@ryderx90
@rapplerdotcom
@libertycell1

Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@unicefchief
@yagirlkat_
@twulocal591
@clarajeffery
@realdonaldtrump
@nicolasmaduro
@mikenificent813
@lissatoyo
@drdavidsamadi

Top Mentioned in G1:
@fireshikomba
@vivalife_
@ebaello
@speak_visually
@teachathonet
@mukeshk74115646
@highvie00160311
@yaadwearja
@wilivaldogoyo
@pkaranglewas

Top Mentioned in G2:
@bts_twt
@unicefchief
@btsanalytics
@charts_k
@taebokkiii
@bitiiez
@_candyclover
@mamafanbts
@bangtanmighty
@bangbangtan_esp

Top Mentioned in G3:
@realdonaldtrump
@whitehouse
@senatemajldr
@johncardillo
@rsbnetwork
@ddale8
@johncornyn
@rudygiuliani
@usps
@gatewaypundit

Top Mentioned in G4:
@nicolasmaduro
@vtvcanal8
@luchaalmada
@conelmazodando
@mippcivzla
@ivssoficial
@iaim_ve
@magagutierrezv
@mercedeslouzaod
@mine_2133

Top Mentioned in G5:
@yagirlkat_
@aemcburney
@zennnati
@raw_em_md
@cedarspiced
@beenthiswayb4
@adambenm
@hbardell1
@feffs
@iq_cath

Top Mentioned in G6:
@mmpadellan
@cnn
@msnbc
@gop
@cbsnews
@johnmtalmadgemd
@seanhannity
@marklevinshow
@realjameswoods
@foxnews

Top Mentioned in G7:
@chrismurphyct
@acosta
@davidelfstrom
@ewarren
@senwarren
@jljcolorado
@cdcgov
@el_pais
@excelsior
@ravinderkapur2

Top Mentioned in G8:
@clarajeffery
@annacabey1
@debramessing
@robertcooper58
@revclubchi
@grandmagrit
@lauferlaw
@realdonaldtrump
@joebiden
@gregpak

Top Mentioned in G9:
@pmoindia
@narendramodi
@rahulgandhi
@finminindia
@drjitendrasingh
@indiatvnews
@ysjagan
@nsitharaman
@pwilsondmk
@shashitharoor

Top Mentioned in G10:
@drtomfrieden
@drericding
@teampelosi
@ronaldklain
@msnavlin
@h
@drbiden
@katherineefoley
@rapplerdotcom
@marceelias

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@movistararg
@extravzla
@ptjasamarga
@detikcom
@kompascom
@dynamocooligan

Top Tweeters in G1:
@pulpnews
@extravzla
@ptjasamarga
@liputan6dotcom
@56perumal
@prensapuntofijo
@jawapos
@record_mexico
@suaradotcom
@larazon_mx

Top Tweeters in G2:
@oilk_land
@bangtanourstars
@bd3mnb92oo9n5ys
@stellausb
@army_yoongijin
@breathseok
@bloomingdaysss
@ladyplscalmdown
@gabewithluv
@janie_kj

Top Tweeters in G3:
@phillyeaglesfa1
@qwertyuiioasdg
@socaledgygal
@lynncatwalters
@mailonline
@ianmolony
@stillgray
@chickilopiccolo
@trth2pwer68
@smartdissent

Top Tweeters in G4:
@conelmazodando
@vtvcanal8
@partidopsuv
@amelia74698445
@aztileyzaid
@_dblancog
@monchingonzalez
@mercedeslouzaod
@oianeb
@mippcivzla

Top Tweeters in G5:
@marciasgreen
@eagleguardian2
@karendevine84
@_xbelleza
@melaniniskey
@michelleg51
@cbae62
@teawithjojo
@zacksoto
@mr_bornlegend

Top Tweeters in G6:
@marylene58
@foxnews
@wetfeathers
@cnn
@thefiretracker2
@cbsnews
@donnawr8
@catikins9
@msnbc
@msspy007

Top Tweeters in G7:
@excelsior
@el_pais
@a3noticias
@takhar_
@kokiethemonster
@rtve
@joselop17273090
@krenner2
@purplerosehani
@dreamingecho

Top Tweeters in G8:
@mtmarilyn2
@deeloralei
@rowaenthe
@wcsek
@marlenes777
@mr_mitchell_2_u
@lauferlaw
@jaykelly26
@dummieyblondiey
@trishtra3

Top Tweeters in G9:
@theofficialsbi
@indiatvnews
@indiantweeter
@milton_01042003
@pti_news
@greatindiankhan
@swamy39
@rupesh_valanju
@shashitharoor
@thatpunekar

Top Tweeters in G10:
@inquirerdotnet
@rapplerdotcom
@tadrow
@spencz1997
@bengin1003
@now_justice
@sisaisagani
@robin5362
@cfraase
@cnnpolitics


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