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COVID-19_2020-07-14_00-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 14, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2C3hl8u
@realdonaldtrump
@who
@nicolasmaduro
@qthestormuk
@ncdalliance
@drtedros
@hkrassenstein
@thepubliususa
@suzie462
@infolastorres

Top hashtags:
#covid_19
#covid19
#covid__19
#coronavirus
#covid
#venezuela
#últimahora

Description:
Description
The graph represents a network of 7,658 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 Tuesday, 14 July 2020 at 07:01 UTC.

The requested start date was Tuesday, 14 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 2-minute period from Sunday, 12 July 2020 at 12:15 UTC to Monday, 13 July 2020 at 12:17 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 : 7658
Unique Edges : 3932
Edges With Duplicates : 8413
Total Edges : 12345
Number of Edge Types : 5
Retweet : 3922
MentionsInRetweet : 4427
Tweet : 2298
Replies to : 333
Mentions : 1365
Self-Loops : 2329
Reciprocated Vertex Pair Ratio : 0.00573065902578797
Reciprocated Edge Ratio : 0.0113960113960114
Connected Components : 2297
Single-Vertex Connected Components : 600
Maximum Vertices in a Connected Component : 1053
Maximum Edges in a Connected Component : 2137
Maximum Geodesic Distance (Diameter) : 37
Average Geodesic Distance : 10.302195
Graph Density : 0.000101761155261806
Modularity : 0.55775
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 7,658 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 Tuesday, 14 July 2020 at 07:01 UTC.

The requested start date was Tuesday, 14 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 2-minute period from Sunday, 12 July 2020 at 12:15 UTC to Monday, 13 July 2020 at 12:17 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:
[35] https://actualidad.rt.com/actualidad/359642-rusia-completar-ensayos-clinicos-vacuna-coronavirus
[25] https://abc13.com/baby-dies-from-coronavirus-corpus-christi-nuces-county-death-covid/6311428/
[16] https://news.sky.com/story/coronavirus-73-contract-covid-19-after-outbreak-on-herefordshire-farm-12026954
[15] https://thehill.com/homenews/state-watch/506962-florida-records-more-than-15000-new-covid-19-cases-in-one-day-the
[15] https://www.elmundo.es/ciencia-y-salud/salud/2020/07/13/5f0aeae7fc6c83727c8b46e6.html
[13] https://www.elmundo.es/ciencia-y-salud/salud/2020/07/12/5f0aca71fc6c831f408b4717.html
[12] http://www.astroawani.com/berita-dunia/aishwarya-rai-anak-perempuan-juga-positif-covid-19-250896
[12] https://trib.al/89O4oAC
[11] https://www.theguardian.com/world/2020/jul/12/immunity-to-covid-19-could-be-lost-in-months-uk-study-suggests
[9] https://www.republicworld.com/world-news/uk-news/world-can-learn-sustainable-living-from-india-prince-charles.html

Top URLs in Tweet in G1:
[3] https://www.theguardian.com/news/2020/jul/13/super-rich-call-for-higher-taxes-on-wealthy-to-pay-for-covid-19-recovery?CMP=Share_iOSApp_Other
[2] https://martechseries.com/sales-marketing/acosta-finds-third-shoppers-worse-off-financially-pre-covid-19/
[2] https://news.sky.com/story/coronavirus-73-contract-covid-19-after-outbreak-on-herefordshire-farm-12026954
[2] https://www.gov.scot/coronavirus-covid-19/
[2] https://elpais.com/mexico/2020-07-12/el-ultimo-vuelo-de-245-mexicanos-desde-nueva-york.html
[2] https://www.sciencedaily.com/releases/2020/07/200710212240.htm
[2] https://www.sciencedaily.com/releases/2020/07/200710212247.htm
[2] https://coronavirus.jhu.edu/from-our-experts/early-herd-immunity-against-covid-19-a-dangerous-misconception
[2] https://inside.com/campaigns/inside-security-2020-07-09-23721
[2] https://www.theguardian.com/world/2020/jul/12/immunity-to-covid-19-could-be-lost-in-months-uk-study-suggests?CMP=Share_iOSApp_Other

Top URLs in Tweet in G2:
[3] https://twitter.com/dennis0805a/status/1282477975548710917
[2] http://www.nestorgomezstoryteller.com/podcast.html
[2] http://www.nestorgomezstoryteller.com/video.html
[2] https://www.civicmc.nhs.uk/files/2020/06/Face-Covering-Exemption-Cards.pdf
[2] https://www.thedailybeast.com/several-attendees-of-massive-michigan-july-4th-party-on-torch-lake-now-have-covid-19?via=twitter_page
[2] https://www.thedailybeast.com/arizona-funeral-homes-running-out-of-room-for-covid-19-victims?via=twitter_page
[1] https://twitter.com/jonfavs/status/1282429649771884544
[1] https://www.latimes.com/opinion/story/2020-07-12/chaplain-covid-hospital-masks
[1] https://twitter.com/chuckwoolery/status/1282499347117215745
[1] https://twitter.com/radiofreetom/status/1281054400736264194

Top URLs in Tweet in G3:
[1] https://gellerreport.com/2020/07/hydroxychloroquine-lowers-coviddeath-rate-henry-ford-health-study-finds-and-hcq-helped-covid-patients-survive-better.html/

Top URLs in Tweet in G4:
[7] https://mazo4f.com/nicolas-maduro-todo-venezolano-que-tenga-covid-19-tiene-que-ser-hospitalizado
[4] https://www.laiguana.tv/articulos/765984-casos-comunitarios-venezuela-estados/
[4] http://www.psuv.org.ve/temas/noticias/despistaje-miranda-videoconferencia-pandemia-coronavirus-miranda-hector-rodriguez/#.XwnwA6FKjIU
[4] https://mazo4f.com/paises-de-america-latina-seran-los-primeros-en-recibir-medicamento-ruso-contra-covid-19
[3] https://mazo4f.com/aislados-1950-casos-sospechosos-de-covid-19-en-maracaibo
[2] https://www.vtv.gob.ve/ee-uu-registra-record-contagios-covid-19/
[2] https://www.vtv.gob.ve/rusia-presenta-america-latina-medicamento-avifavir-covid-19/
[2] http://www.psuv.org.ve/temas/noticias/establecen-medidas-y-sanciones-nueva-esparta-por-incremento-casos-covid-19/#.XwuE6qFKjIU
[2] http://www.psuv.org.ve/temas/noticias/pueblo-merida-jehyson-guzman-coronavirus-pandemia-reflexion-casos-balance/#.Xwnvr6FKjIU
[2] https://www.vtv.gob.ve/astros-de-houston-cancelan-practicas-covid-19/

Top URLs in Tweet in G5:
[2] https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/donate-covid-19-plasma

Top URLs in Tweet in G6:
[3] https://fivethirtyeight.com/features/dr-fauci-partisanship-has-made-it-more-difficult-to-suppress-covid-19/
[2] https://edition.cnn.com/2020/07/10/opinions/schools-reopening-covid-19-pandemic-rabinowitz/index.html
[2] https://www.theguardian.com/commentisfree/2020/jul/12/donald-trump-mitch-mcconnell-covid-19-economy-racism-election-biden?CMP=Share_iOSApp_Other
[1] https://www.houstonchronicle.com/politics/texas/article/cornyn-kids-covid-texas-cases-coronavirus-gop-15399723.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://twitter.com/LindseyGrahamSC/status/1282413083449794570
[1] https://www.cbsnews.com/news/trump-mocks-joe-biden-wear-face-mask-public/
[1] https://twitter.com/chuckwoolery/status/1282499347117215745
[1] https://twitter.com/SXMProgress/status/1281029390781071362
[1] https://www.newyorker.com/magazine/2020/07/20/how-trump-is-helping-tycoons-exploit-the-pandemic
[1] https://www.rawstory.com/2020/07/trump-accused-of-suppressing-cdc-warning-that-full-school-reopenings-pose-highest-risk-of-covid-19-spread/#.XwxOtaR7Mo4.twitter

Top URLs in Tweet in G7:
[25] https://abc13.com/baby-dies-from-coronavirus-corpus-christi-nuces-county-death-covid/6311428/
[11] https://trib.al/89O4oAC
[6] https://twitter.com/nbcdfw/status/1281452872035700736
[4] https://trib.al/SD3xtml
[3] https://www.foxnews.com/media/dr-atlas-coronavirus-surges-linked-mostly-to-protests-and-proximity-to-us-mexico-border?fbclid=IwAR252C40-3f_EHeJQnZ5TjVvlkKHYOkT2pnou7cQF_r5krR88DWY_kYyX8Y
[3] https://www.economist.com/graphic-detail/2020/06/24/when-covid-19-deaths-are-analysed-by-age-america-is-an-outlier?fsrc=scn/tw/te/bl/ed/dailychartwhencovid19deathsareanalysedbyageamericaisanoutliergraphicdetail
[3] https://www.npr.org/2020/07/12/890148660/new-study-says-silent-spreaders-may-be-responsible-for-half-of-u-s-covid-19-case?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.abqjournal.com/1474887
[2] https://trib.al/iewFJWX
[2] https://www.nbcdfw.com/news/local/texas-news/cornyn-on-covid-19-we-still-dont-know-whether-children-can-get-it-and-transmit-it/2403772/?_osource=SocialFlowTwt_DFWBrand

Top URLs in Tweet in G8:
[2] http://www.pinkandbluefoundation.com
[1] https://thelogicalindian.com/good-governance/mumbais-dharavi-flattened-covid-19-curve-22259
[1] https://twitter.com/bjp4delhi/status/1282648620718686210
[1] https://www.outlookindia.com/website/story/india-news-pm-modi-googles-pichai-discuss-how-tech-can-transform-lives-emerging-work-culture-in-pandemic/356599
[1] https://www.financialexpress.com/india-news/rajasthan-income-tax-raids-at-minister-dharmendra-rathod-rajiv-arora-residences-amid-political-crisis-ashok-gehlot/2022011/
[1] https://nagalandpage.com/record-spike-of-28701-covid-19-cases-takes-indias-tally-to-878254/
[1] https://mumbaimirror.indiatimes.com/coronavirus/news/pm-narendra-modi-brazil-with-same-population-as-uttar-pradesh-recorded-more-covid-19-deaths/articleshow/76869757.cms
[1] https://www.amarujala.com/india-news/people-testing-negative-for-coronavirus-but-showing-symptoms-should-be-treated-says-experts?pageId=3
[1] https://arogya.maharashtra.gov.in/1175/Novel--Corona-Virus
[1] https://twitter.com/mahi__kumari/status/1282280974261219333

Top URLs in Tweet in G9:
[30] https://actualidad.rt.com/actualidad/359642-rusia-completar-ensayos-clinicos-vacuna-coronavirus
[7] https://actualidad.rt.com/actualidad/359597-paises-latinoamerica-primeros-medicamento-ruso-covid
[3] https://actualidad.rt.com/actualidad/359618-eeuu-registra-primera-vez-mas-71000-coronavirus
[3] http://www.teleamazonas.com/2020/07/virologa-china-asegura-que-su-pais-mintio-sobre-el-covid-19/
[2] https://actualidad.rt.com/actualidad/359624-brasil-confirma-nuevos-positivos-coronavirus
[2] https://actualidad.rt.com/actualidad/359434-oms-descarta-coronavirus-propagar-aire
[2] https://actualidad.rt.com/actualidad/359657-estrella-bollywood-aishwarya-rai-positivo-covid
[2] https://actualidad.rt.com/actualidad/359715-nueva-york-registra-primer-dia-muertes-covid-19
[2] https://www.eluniverso.com/noticias/2020/07/12/nota/7904451/mexico-repatria-cenizas-245-muertos-coronavirus
[2] https://www.eluniverso.com/noticias/2020/07/12/nota/7904097/virologa-china-que-huyo-ee-uu-asegura-que-su-pais-mintio-sobre

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[84] bit.ly
[71] theguardian.com
[69] rt.com
[56] trib.al
[40] elmundo.es
[36] youtube.com
[32] com.br
[29] co.uk
[25] abc13.com

Top Domains in Tweet in G1:
[49] twitter.com
[12] theguardian.com
[9] com.br
[9] cnn.com
[7] co.za
[6] instagram.com
[6] co.uk
[5] youtube.com
[4] msn.com
[4] npr.org

Top Domains in Tweet in G2:
[15] twitter.com
[4] nestorgomezstoryteller.com
[4] thedailybeast.com
[2] nhs.uk
[2] time.com
[1] latimes.com
[1] expressnews.com
[1] youtu.be
[1] theguardian.com
[1] cdc.gov

Top Domains in Tweet in G3:
[1] gellerreport.com

Top Domains in Tweet in G4:
[20] mazo4f.com
[16] gob.ve
[8] org.ve
[4] laiguana.tv
[2] bit.ly
[2] rt.com
[1] twitter.com
[1] instagram.com
[1] pscp.tv

Top Domains in Tweet in G5:
[2] fda.gov

Top Domains in Tweet in G6:
[5] twitter.com
[3] theguardian.com
[3] fivethirtyeight.com
[2] cnn.com
[1] houstonchronicle.com
[1] cbsnews.com
[1] newyorker.com
[1] rawstory.com
[1] businessinsider.com

Top Domains in Tweet in G7:
[25] abc13.com
[19] trib.al
[6] twitter.com
[3] foxnews.com
[3] economist.com
[3] npr.org
[2] abqjournal.com
[2] nbcdfw.com
[1] bbc.in
[1] ksat.com

Top Domains in Tweet in G8:
[2] pinkandbluefoundation.com
[2] twitter.com
[1] thelogicalindian.com
[1] outlookindia.com
[1] financialexpress.com
[1] nagalandpage.com
[1] indiatimes.com
[1] amarujala.com
[1] gov.in

Top Domains in Tweet in G9:
[52] rt.com
[7] teleamazonas.com
[4] eluniverso.com
[2] bit.ly
[2] xinhuanet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[552] covid_19
[206] covid19
[164] covid__19
[117] coronavirus
[109] covid
[38] venezuela
[36] últimahora
[31] unidosporlasalud
[31] justice_with_ews
[26] 0.5



Top Hashtags in Tweet in G1:
[75] covid_19
[42] covid19
[29] coronavirus
[17] covid
[16] covid__19
[7] coronaviruspandemic
[5] zelenkoprotocol
[4] fear
[4] thankatrucker
[3] staysafe

Top Hashtags in Tweet in G2:
[39] covid_19
[13] mondaymotivation
[12] trump
[7] wgdp
[6] covid__19
[4] florida
[4] coronavirus
[4] covid19
[3] putinspussypotus
[2] firefauci

Top Hashtags in Tweet in G3:
[8] covid_19
[1] boycott
[1] chuckwoolery
[1] incompetent

Top Hashtags in Tweet in G4:
[28] unidosporlasalud
[23] covid_19
[15] 7/13/2020 12:00:00 AM
[12] orandopordiosdado
[12] tiempodeelegir
[11] 0.5
[11] AM
[11] envideo
[10] covid
[10] 7/12/2020 12:00:00 AM

Top Hashtags in Tweet in G7:
[51] covid__19
[2] abq

Top Hashtags in Tweet in G8:
[31] justice_with_ews
[5] covid_19
[3] covid19
[3] covid__19
[3] coronavirus
[3] coronavirusindia
[2] india
[2] postponekcet
[2] postponekcet2020
[2] fight_for_ews_right

Top Hashtags in Tweet in G9:
[6] atención
[5] covid_19
[5] iess
[4] covid19
[4] guayas
[4] fiscalíaec
[2] lomásvisto
[2] ahora
[2] quito
[2] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[5055] covid
[4899] 19
[552] #covid_19
[372] cases
[367] positive
[326] tested
[315] people
[288] क
[285] more
[274] trump

Top Words in Tweet in G1:
[498] covid
[496] 19
[75] #covid_19
[42] #covid19
[36] cases
[31] coronavirus
[28] #coronavirus
[26] people
[26] क
[24] trump

Top Words in Tweet in G2:
[114] covid
[108] 19
[76] realdonaldtrump
[56] vote
[39] trump
[39] #covid_19
[36] fauci
[34] dr
[21] hkrassenstein
[17] more

Top Words in Tweet in G3:
[182] covid
[113] chuckwoolery
[108] 19
[102] outrageous
[102] lies
[102] cdc
[102] doctors
[101] ones
[101] everyone
[101] lying

Top Words in Tweet in G4:
[120] 19
[111] covid
[34] prevención
[33] contra
[28] casos
[28] #unidosporlasalud
[26] nicolasmaduro
[23] #covid_19
[22] #13jul
[18] venezolano

Top Words in Tweet in G5:
[140] covid
[140] 19
[130] please
[126] killbillevol1
[126] watch
[126] especially
[126] ve
[126] tested
[126] positive
[126] recovered

Top Words in Tweet in G6:
[96] covid
[95] 19
[71] whether
[70] children
[69] sen
[69] john
[69] cornyn
[69] during
[69] tv
[69] interview

Top Words in Tweet in G7:
[56] covid
[56] 19
[55] children
[51] mommyfourboys
[51] hi
[51] dipshit
[51] pediatric
[51] doctor
[51] treated
[51] #covid__19

Top Words in Tweet in G8:
[44] covid
[36] 19
[31] #justice_with_ews
[29] cases
[18] क
[17] narendramodi
[15] स
[13] india
[13] situation
[12] न

Top Words in Tweet in G9:
[88] covid
[85] 19
[66] contra
[39] vacuna
[37] rusa
[36] última
[36] hora
[33] seguridad
[32] ensayos
[32] clínicos

Top Words in Tweet in G10:
[74] covid
[74] 19
[74] disney
[50] someone
[50] died
[50] minutes
[50] florida
[50] yesterday
[50] opening
[50] tomorrow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4768] covid,19
[263] positive,covid
[244] tested,positive
[139] contra,covid
[129] dr,fauci
[128] please,watch
[128] 19,recovered
[126] watch,especially
[126] especially,ve
[126] ve,tested

Top Word Pairs in Tweet in G1:
[477] covid,19
[14] positive,covid
[13] #covid,19
[12] 19,pandemic
[11] 19,cases
[8] 19,patients
[8] ச,ய
[8] ய,த
[7] tested,positive
[7] during,covid

Top Word Pairs in Tweet in G2:
[104] covid,19
[32] dr,fauci
[26] vote,trump
[13] vote,biden
[13] biden,vote
[13] vote,dr
[13] fauci,science
[13] science,vote
[13] trump,vote
[13] trump,covid

Top Word Pairs in Tweet in G3:
[108] covid,19
[102] outrageous,lies
[101] lies,ones
[101] ones,covid
[101] 19,everyone
[101] everyone,lying
[101] lying,cdc
[101] cdc,media
[101] media,democrats
[101] democrats,doctors

Top Word Pairs in Tweet in G4:
[110] covid,19
[24] contra,covid
[12] 19,#unidosporlasalud
[11] pueblo,venezolano
[10] comisión,presidencial
[10] #covid,19
[10] presidente,nicolasmaduro
[9] casos,covid
[8] casos,comunitarios
[8] recibir,medicamento

Top Word Pairs in Tweet in G5:
[140] covid,19
[126] please,watch
[126] watch,especially
[126] especially,ve
[126] ve,tested
[126] tested,positive
[126] positive,covid
[126] 19,recovered
[125] killbillevol1,please
[6] think,reason

Top Word Pairs in Tweet in G6:
[95] covid,19
[69] sen,john
[69] john,cornyn
[69] cornyn,during
[69] during,tv
[69] tv,interview
[69] interview,last
[69] last,week
[69] week,unclear
[69] unclear,whether

Top Word Pairs in Tweet in G7:
[56] covid,19
[51] hi,dipshit
[51] dipshit,pediatric
[51] pediatric,doctor
[51] doctor,treated
[51] treated,children
[51] children,#covid__19
[50] mommyfourboys,hi
[27] died,covid
[25] story,yesterday

Top Word Pairs in Tweet in G8:
[36] covid,19
[24] #justice_with_ews,#justice_with_ews
[9] congress,ruled
[9] ruled,states
[9] cases,india
[9] 78,254
[9] 19,situation
[8] states,accounts
[8] accounts,29
[8] 29,cases

Top Word Pairs in Tweet in G9:
[83] covid,19
[48] contra,covid
[37] vacuna,rusa
[37] rusa,contra
[36] última,hora
[32] ensayos,clínicos
[32] clínicos,confirman
[32] confirman,seguridad
[32] seguridad,vacuna
[31] rtultimahora,última

Top Word Pairs in Tweet in G10:
[74] covid,19
[50] someone,died
[50] died,minutes
[50] minutes,covid
[50] 19,florida
[50] florida,yesterday
[50] yesterday,opening
[50] opening,disney
[50] disney,tomorrow
[50] tomorrow,wow

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@chuckwoolery
@johncornyn
@whitehouse
@jrubinblogger
@jrehling
@thehill
@cnnindonesia
@realtuckfrumper
@drdavidsamadi

Top Replied-To in G1:
@tlitero_tracy

Top Replied-To in G2:
@realdonaldtrump
@whitehouse
@jrehling
@joncoopertweets
@steffeldman
@therickwilson
@chriscuomo
@potus
@ninibop3
@joeylaf

Top Replied-To in G3:
@chuckwoolery
@usmoneyreserve

Top Replied-To in G4:
@nicolasmaduro

Top Replied-To in G7:
@npr
@abc
@mommyfourboys

Top Replied-To in G8:
@drjitendrasingh
@drashwathcn
@narendramodi

Top Replied-To in G9:
@dcabellor

Top Mentioned
Top Mentioned in Entire Graph:
@killbillevol1
@chuckwoolery
@kylegriffin1
@mommyfourboys
@brandonhonaker1
@realdonaldtrump
@rudygiuliani
@hardoipolice
@rtultimahora
@uppolice

Top Mentioned in G1:
@autismfamily01
@hub_resource
@daring35991901
@drnkumaribbu
@netlicare
@manmanthbais
@nepalbahas
@realcheeto1
@myarrse
@worldbroadcast3

Top Mentioned in G2:
@realdonaldtrump
@hkrassenstein
@borisjohnson
@surgeon_general
@whitehouse
@foxnews
@ivankatrump
@potus
@tedlieu
@dnc

Top Mentioned in G3:
@chuckwoolery
@rudygiuliani
@tedlieu
@realdonaldtrump
@whitehouse

Top Mentioned in G4:
@nicolasmaduro
@conelmazodando
@vtvcanal8
@partidopsuv
@mippcivzla
@jorgerpsuv
@mary_romerop
@drodriven2
@maperezpirela
@drtedros

Top Mentioned in G5:
@killbillevol1
@mmpadellan
@sunflowersoul71

Top Mentioned in G6:
@kylegriffin1
@rbreich
@deanobeidallah
@wendysiegelman
@craigco62
@safetypindaily
@reptimryan
@harrisonjaime
@glennkirschner2
@sxmprogress

Top Mentioned in G7:
@mommyfourboys
@gtconway3d
@abc
@theeconomist
@bbcworld
@bbcnews
@thepubliususa
@abqjournal
@nprhealth
@jolly_jack

Top Mentioned in G8:
@narendramodi
@swutolia
@pmoindia
@bsybjp
@sundarpichai
@bjp4india
@jpnadda
@dkshivakumar
@bjp4karnataka
@spenamakuri

Top Mentioned in G9:
@rtultimahora
@actualidadrt
@fiscaliaecuador
@teleamazonasec
@eluniversocom
@paultutiven
@dcabellor
@24horasgye
@jessfer78545161
@ecuavisainforma

Top Mentioned in G10:
@brandonhonaker1
@akinolagg

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@pulpnews
@virginmedia
@tomthunkitsmind
@jornalistavitor
@el_cooperante
@extravzla
@lasillarota

Top Tweeters in G1:
@pulpnews
@jornalistavitor
@el_cooperante
@extravzla
@lasillarota
@globalissuesweb
@airtel_ke
@bluradioco
@cheezwitham
@jawapos

Top Tweeters in G2:
@alllibertynews
@phillip92321
@journeyproducti
@jali_cat
@foxnews
@sallyagale
@deejay90192
@therickwilson
@thedailybeast
@goatrancenet

Top Tweeters in G3:
@marty713
@lnorrisatl
@jamess020770
@hambrickro
@kelleyh1961
@indigoace40
@michael_legero
@hollycb2112
@johnkim05416420
@debiswalker

Top Tweeters in G4:
@conelmazodando
@vtvcanal8
@maybel65
@partidopsuv
@amelia74698445
@rnvinformativa
@lilidiaz8
@cemr1969
@redradiove
@gnb_carabobo

Top Tweeters in G5:
@skinglo_afro
@shegreentea
@sunflowersoul71
@_kingdavid
@markleisbest
@willchill_
@mobilevillain
@sainextdoor
@whatshannasays
@mmpadellan

Top Tweeters in G6:
@denniskoch10
@safetypindaily
@lee_in_iowa
@bgheaven
@fluffscruffjrs
@mpresst
@twodogsing
@teddyd66
@cheftacular
@walczaklinda9

Top Tweeters in G7:
@rvp
@bbcnews
@stfuimtweetn0_o
@bbcworld
@abc
@dash_bandy
@djradar
@masky_jay_hoody
@nbcdfw
@theeconomist

Top Tweeters in G8:
@outlookindia
@amarujalanews
@bjp4india
@impressionsas
@salimkaskar3
@saliltoday
@suvarnanewstv
@google
@tv9kannada
@nesscome

Top Tweeters in G9:
@dpiloncita
@actualidadrt
@mercurioec
@teleamazonasec
@eluniversocom
@nikko1947
@paralaje_real
@wltech
@yajairacgarciap
@saulvargasman

Top Tweeters in G10:
@farukhstones
@cloudobo
@pirasara
@brandonhonaker1
@miss_adria
@blackcorvo
@paulaprata_
@my_name_selenaa
@ptrclvs
@boetvyo


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