COVID, Twitter, 9/17/2020 4:01:13 PM, 235327


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COVID_2020-09-17_02-32-25.xlsx
COVID_2020-09-17_02-32-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
COVID via NodeXL https://bit.ly/3kxakgN
@realdonaldtrump
@kyle_feldscher
@joebiden
@kylegriffin1
@mcfaul
@projectlincoln
@danrather
@irizarr2
@tuckercarlson
@aoc

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#cuarentenaradicaldisciplinada
#covid_19mx
#edoméx

Description:
Description
The graph represents a network of 11,281 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 Thursday, 17 September 2020 at 09:47 UTC.

The requested start date was Thursday, 17 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, 20-hour, 15-minute period from Saturday, 12 September 2020 at 07:04 UTC to Wednesday, 16 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 : 11281
Unique Edges : 5988
Edges With Duplicates : 12495
Total Edges : 18483
Number of Edge Types : 5
Retweet : 5861
MentionsInRetweet : 6827
Tweet : 2879
Replies to : 839
Mentions : 2077
Self-Loops : 2912
Reciprocated Vertex Pair Ratio : 0.00305520438263801
Reciprocated Edge Ratio : 0.00609179708013864
Connected Components : 3015
Single-Vertex Connected Components : 740
Maximum Vertices in a Connected Component : 2337
Maximum Edges in a Connected Component : 4931
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.820165
Graph Density : 7.48214062306483E-05
Modularity : 0.573579
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 11,281 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 Thursday, 17 September 2020 at 09:47 UTC.

The requested start date was Thursday, 17 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, 20-hour, 15-minute period from Saturday, 12 September 2020 at 07:04 UTC to Wednesday, 16 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:
[75] https://breaking911.com/watch-chinese-scientist-claims-she-has-proof-covid-19-was-made-in-wuhan-lab-was-forced-to-flee-china/
[40] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[16] https://nypost.com/2020/09/14/anti-maskers-forced-to-dig-graves-for-covid-19-victims-in-indonesia/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[14] https://www.zerohedge.com/medical/rogue-chinese-virologist-joins-twitter-publishes-evidence-covid-19-created-lab
[12] 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
[11] https://www.thedailybeast.com/steve-bannon-linked-groups-push-study-claiming-china-manufactured-covid
[10] https://www.eldestapeweb.com/internacionales/coronavirus/mandaron-a-anti-barbijos-a-cavar-tumbas-para-muertos-por-covid-en-indonesia-20209142320
[10] https://truepundit.com/thousands-sign-petition-calling-for-nancy-pelosi-to-be-prosecuted-for-covid-violations/
[9] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[8] https://www.youtube.com/watch?v=qFlqXPl_hZQ&feature=youtu.be


Top URLs in Tweet in G1:
[5] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[3] https://ifttt.com/
[2] https://www.bbc.co.uk/news/54116326
[2] https://www.nytimes.com/2020/09/11/world/covid-19-coronavirus.html?partner=IFTTT
[2] https://twitter.com/tommyxtopher/status/1305164232346959873
[2] https://sports.yahoo.com/75-texas-tech-players-have-tested-positive-for-covid-19-024922621.html
[2] https://serendipia.digital/2020/05/muertes-por-covid-19-en-mexico-mapa/
[2] https://www.atiempo.mx/estado/crucial-identificar-riesgo-de-complicaciones-ante-contagio-por-covid-19/
[2] https://extravenezuela.com/2020/09/15/mas-de-mil-nuevos-contagios-reafirmaron-el-auge-sin-freno-del-covid-19-en-venezuela/
[2] https://video.foxnews.com/v/6191134384001/

Top URLs in Tweet in G2:
[15] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[5] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/
[4] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[4] https://nypost.com/2020/09/14/chinese-virologist-posts-report-claiming-covid-19-was-made-in-wuhan-lab/
[3] https://www.thedailybeast.com/trump-says-herd-mentality-will-save-us-all-from-covid
[3] https://www.rawstory.com/2020/09/hhs-official-who-manipulated-cdc-reports-on-19-has-deep-russian-ties-report/
[3] https://www.politico.com/news/2020/09/15/nancy-pelosi-house-coronavirus-deal-415112
[3] https://www.reuters.com/article/us-health-coronavirus-canada-idUSKBN26301J?taid=5f5c54a4721f290001474826&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://nypost.com/2020/09/14/anti-maskers-forced-to-dig-graves-for-covid-19-victims-in-indonesia/
[2] https://secure.actblue.com/donate/ohmygoat

Top URLs in Tweet in G3:
[2] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[2] https://www.usatoday.com/story/news/2020/09/14/covid-19-meat-plants-sought-feds-protection-local-health-depts/5797051002/
[1] https://www.washingtonpost.com/health/2020/09/14/covid-spread-restaurants-bars/?tid=ss_tw
[1] https://www.reviewjournal.com/news/politics-and-government/nevada/in-exclusive-interview-trump-slams-sisolak-defends-indoor-rally-2121257/
[1] https://twitter.com/kylegriffin1/status/1305665212201275396
[1] https://bit.ly/2FA20gU
[1] https://bit.ly/2RvnTAQ
[1] https://www.thedailybeast.com/trump-says-herd-mentality-will-save-us-all-from-covid?via=twitter_page
[1] https://twitter.com/atrupar/status/1306040312872214536

Top URLs in Tweet in G4:
[1] https://www.washingtonpost.com/politics/turning-point-teens-disinformation-trump/2020/09/15/c84091ae-f20a-11ea-b796-2dd09962649c_story.html
[1] https://www.washingtonpost.com/washingtonpost.com/coronavirus/ice-air-farmville-protests-covid/2020/09/11/f70ebe1e-e861-11ea-bc79-834454439a44_story.html?arc404=true
[1] https://twitter.com/thehill/status/1304663800046649345

Top URLs in Tweet in G5:
[3] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[3] https://www.rawstory.com/2020/09/heres-why-trumps-rallies-during-may-cause-an-international-incident/
[1] https://twitter.com/RawStory/status/1306063676429029377
[1] http://link.quibi.com/thereport

Top URLs in Tweet in G6:
[1] https://www.statnews.com/2020/08/24/infection-fatality-rate-shows-covid-19-isnt-getting-less-deadly/

Top URLs in Tweet in G7:
[1] https://www.scientificamerican.com/article/covid-19s-other-unnecessary-death-toll/
[1] https://twitter.com/sciam/status/1305854127721910275
[1] https://bgr.com/2020/07/14/coronavirus-whistleblower-china-coverup-human-to-human-covid-19-transmission/
[1] https://nypost.com/2020/09/14/chinese-virologist-posts-report-claiming-covid-19-was-made-in-wuhan-lab/

Top URLs in Tweet in G8:
[4] https://www.vtv.gob.ve/medicos-cubanos-zulia-fortalecer-lucha-covid-19/
[3] http://www.psuv.org.ve/temas/noticias/venezuela-juventud-y-valentia-zona-roja-covid-19-foto/#.X2DMm_ZKjIU
[2] https://www.vtv.gob.ve/covid-19-supera-29-millones-contagios-mundo/
[2] https://www.vtv.gob.ve/vzla-semana-cuarentena-radical-esquema-77/
[1] https://mazo4f.com/estiman-que-una-persona-recuperada-del-covid-19-aun-puede-transmitir-el-virus-hasta-por-90-dias
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DlWPbuN-nxt0%26feature%3Dyoutu.be%26ab_channel%3Dmultimediosvtv&q=EgS4SO-bGJ3hjPsFIhkA8aeDSx3RrKt1bYQDADn9YGfi2WbXq8v8MgFy
[1] https://www.vtv.gob.ve/venezuela-casos-covid-13092020-final-2/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DTBJRLN6sEo8%26feature%3Dyoutu.be%26ab_channel%3Dmultimediosvtv&q=EgS4SO-bGLbfjPsFIhkA8aeDSyBSeYY_7uZNV3RLCzdwe9Uld9O4MgFy
[1] https://www.vtv.gob.ve/venezuela-casos-covid-15092020-final/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dh6gmHp_qbb8&q=EgS4SO-bGOjfjPsFIhkA8aeDS2bdnHayWzTAjIxNWHW5dMp2N-yDMgFy

Top URLs in Tweet in G9:
[5] https://www.hindustantimes.com/india-news/india-s-covid-19-recoveries-highest-in-the-world-john-hopkins-university-data-shows/story-84BFHnfkkYKuTIUPGKP12N.html
[2] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[2] https://nbcnews.trib.al/LPi0WS2
[2] https://nbcnews.trib.al/Y8o1IqQ
[2] https://trib.al/e2tY432
[2] https://www.hindustantimes.com/india-news/covid-19-dcgi-gives-nod-to-serum-institute-of-india-to-resume-clinical-trial-of-oxford-vaccine/story-X0710LMZBHOsVWEowbvG5M.html
[2] https://www.hindustantimes.com/world-news/daily-cases-top-300k-covid-19-lockdown-back-in-israel/story-AkYAYTNBoJwP9Ifd21bjPM.html
[2] https://nation.africa/kenya/newsplex/-covid-19-how-leaders-defiance-brewed-a-pandemic-1936778
[1] https://nbcnews.to/2ZJUSpA
[1] https://nbcnews.to/2Fuio2g

Top URLs in Tweet in G10:
[3] https://www.who.int/news-room/q-a-detail/q-a-children-and-masks-related-to-covid-19
[2] https://www.gob.mx/salud/prensa/nuevo-coronavirus-en-el-mundo-covid-19-comunicado-tecnico-diario-252584
[2] https://www.gob.mx/salud/prensa/nuevo-coronavirus-en-el-mundo-covid-19-comunicado-tecnico-diario-252082
[2] https://twitter.com/JReinerMD/status/1306039799439126533
[2] https://www.eluniversal.com.mx/metropoli/iztapalapa-dara-apoyo-familias-que-perdieron-al-sosten-economico-por-covid-19
[2] https://www.reporteindigo.com/reporte/sheinbaum-destaca-no-hubo-incremento-exponencial-de-hospitalizaciones-por-covid-19/
[1] https://www.vox.com/2020/9/11/21431416/coronavirus-vaccine-china-sinopharm-sinovac-emergency-authorization?campaign_id=154&emc=edit_cb_20200914&instance_id=22190&nl=coronavirus-briefing®i_id=78660036&segment_id=38064&te=1&user_id=71071893f19ee4ce4e10cb7d9c28a8dc
[1] https://twitter.com/lximenezfyvie/status/1306068679621308418
[1] http://uis.unesco.org/en/news/fact-sheet-essential-education-data-collection-during-covid-19-crisis
[1] https://namibia-covid-19-data-hub-nsa-online.hub.arcgis.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[319] twitter.com
[75] breaking911.com
[62] nypost.com
[55] bit.ly
[55] co.uk
[45] politico.com
[42] youtube.com
[28] com.mx
[26] thedailybeast.com
[26] zerohedge.com

Top Domains in Tweet in G1:
[82] twitter.com
[12] co.uk
[10] foxnews.com
[8] nih.gov
[7] com.mx
[5] bhaskar.com
[5] dainikbhaskar.com
[5] nytimes.com
[5] google.com
[4] diena.lt

Top Domains in Tweet in G2:
[20] politico.com
[16] nypost.com
[10] twitter.com
[5] cdc.gov
[5] reuters.com
[4] thedailybeast.com
[4] rawstory.com
[3] cnn.com
[2] actblue.com
[2] talkingpointsmemo.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] bit.ly
[2] politico.com
[2] usatoday.com
[1] washingtonpost.com
[1] reviewjournal.com
[1] thedailybeast.com

Top Domains in Tweet in G4:
[2] washingtonpost.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] politico.com
[3] rawstory.com
[1] twitter.com
[1] quibi.com

Top Domains in Tweet in G6:
[1] statnews.com

Top Domains in Tweet in G7:
[1] scientificamerican.com
[1] twitter.com
[1] bgr.com
[1] nypost.com

Top Domains in Tweet in G8:
[10] gob.ve
[3] org.ve
[3] google.com
[2] bit.ly
[1] mazo4f.com

Top Domains in Tweet in G9:
[9] hindustantimes.com
[8] trib.al
[7] cnn.it
[2] politico.com
[2] nbcnews.to
[2] nyti.ms
[2] nation.africa
[1] nbcnews.com
[1] nytimes.com

Top Domains in Tweet in G10:
[7] com.mx
[5] twitter.com
[5] gob.mx
[3] who.int
[2] reporteindigo.com
[1] vox.com
[1] unesco.org
[1] arcgis.com
[1] reuters.com
[1] regeneracion.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[233] covid_19
[226] covid19
[194] covid
[103] coronavirus
[61] cuarentenaradicaldisciplinada
[36] covid_19mx
[33] edoméx
[30] 44088
[29] deklarasipatuhprokesdidukung
[28] envideo



Top Hashtags in Tweet in G1:
[34] covid_19
[27] covid
[24] covid19
[17] coronavirus
[7] 3novices
[5] covid__19
[5] covidー19
[4] jaipur
[4] drugmafiaofbollywood
[3] onlinemedia

Top Hashtags in Tweet in G2:
[21] covid19
[8] themoreyouknow
[5] coronavirus
[5] unleashed
[4] trumpvirus
[4] trumpknew
[4] covid_19
[2] covid
[2] chinavirus
[2] climatechange

Top Hashtags in Tweet in G4:
[2] japan
[1] afp
[1] vote

Top Hashtags in Tweet in G5:
[23] trumphidthetruth
[4] covid
[1] theeveningreport

Top Hashtags in Tweet in G7:
[3] america
[2] trumptownhall
[2] trump
[2] rememberinnovember
[2] trumpkillsamericans
[1] potus
[1] antifaterrorists
[1] blm
[1] trumpdestroysamerica
[1] trumplieseverytimehespeaks

Top Hashtags in Tweet in G8:
[60] cuarentenaradicaldisciplinada
[28] envideo
[21] 9/14/2020 12:00:00 AM
[9] covid_19
[8] laverdaddevenezuela
[5] notimippci
[4] quedateencasa
[3] venezuelaclasesadistancia
[3] 15aniversarioceofanb
[3] modoactivo

Top Hashtags in Tweet in G9:
[2] nationnewsplex
[1] s
[1] factsfirst
[1] covidー19

Top Hashtags in Tweet in G10:
[12] covid_19
[8] covid19
[3] veracruz
[3] covid
[3] wearamask
[2] elpeorerror
[2] presupuesto2021
[2] vivas
[2] entrevista
[2] mexico

Top Words
Top Words in Tweet in Entire Graph:
[7456] covid
[2999] 19
[1179] trump
[738] people
[414] cases
[396] more
[387] क
[384] herd
[350] 000
[338] go

Top Words in Tweet in G1:
[690] covid
[318] 19
[54] क
[43] न
[34] #covid_19
[30] र
[30] cases
[29] trump
[29] casos
[28] people

Top Words in Tweet in G2:
[255] covid
[154] realdonaldtrump
[99] 19
[81] trump
[53] reports
[43] amazing
[38] chinese
[38] response
[37] tuckercarlson
[35] people

Top Words in Tweet in G3:
[181] trump
[150] covid
[76] kylegriffin1
[62] cancer
[55] herd
[44] 000
[44] died
[42] trump's
[40] today
[39] mom

Top Words in Tweet in G4:
[194] covid
[116] detainees
[115] mass
[114] astounding
[114] massive
[114] family
[114] separation
[114] operation
[114] sexual
[114] assault

Top Words in Tweet in G5:
[130] yes
[102] danrather
[65] earth
[65] continue
[65] orbit
[65] sun
[65] become
[65] fall
[65] northern
[65] hemisphere

Top Words in Tweet in G6:
[163] kyle_feldscher
[163] end
[162] herd
[162] immunity
[161] approximately
[161] 328
[161] million
[161] people
[161] low
[161] 60

Top Words in Tweet in G7:
[88] covid
[73] down
[68] kayleighmcenany
[66] unconstitutional
[66] businesses
[65] federal
[65] judge
[65] ruled
[65] shut
[65] limit

Top Words in Tweet in G8:
[91] 19
[90] covid
[60] #cuarentenaradicaldisciplinada
[39] casos
[32] venezuela
[30] contra
[28] #envideo
[26] cuarentena
[26] radical
[26] día

Top Words in Tweet in G9:
[101] covid
[61] 19
[46] cnn
[26] wait
[20] long
[20] wolfblitzer
[17] maddowblog
[17] trump
[16] many
[16] people

Top Words in Tweet in G10:
[80] covid
[42] 19
[27] lopezobrador_
[21] hlgatell
[19] mil
[17] muertos
[15] salud
[14] 70
[13] septiembre
[12] coronavirus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2918] covid,19
[229] herd,immunity
[192] go,away
[191] million,people
[170] approximately,328
[170] 328,million
[170] people,low
[170] low,end
[170] end,herd
[170] immunity,60

Top Word Pairs in Tweet in G1:
[304] covid,19
[14] during,covid
[12] क,र
[12] न,क
[10] 19,pandemic
[10] र,न
[10] #covid,19
[10] 19,cases
[9] penyebaran,covid
[8] positive,covid

Top Word Pairs in Tweet in G2:
[99] covid,19
[36] covid,response
[31] dr,li
[31] li,meng
[31] meng,yan
[31] realdonaldtrump,shot
[31] shot,someone
[31] someone,middle
[31] middle,5th
[31] 5th,avenue

Top Word Pairs in Tweet in G3:
[39] indoor,rally
[37] died,cancer
[32] herd,mentality
[31] kylegriffin1,trump
[25] crying,voter
[25] voter,tells
[25] tells,trump
[25] trump,length
[25] length,mom
[25] mom,fellow

Top Word Pairs in Tweet in G4:
[114] astounding,massive
[114] massive,family
[114] family,separation
[114] separation,operation
[114] operation,mass
[114] mass,sexual
[114] sexual,assault
[114] assault,detainees
[114] detainees,trapping
[114] trapping,immigrants

Top Word Pairs in Tweet in G5:
[65] yes,earth
[65] earth,continue
[65] continue,orbit
[65] orbit,sun
[65] sun,yes
[65] yes,become
[65] become,fall
[65] fall,northern
[65] northern,hemisphere
[65] hemisphere,ll

Top Word Pairs in Tweet in G6:
[162] herd,immunity
[161] approximately,328
[161] 328,million
[161] million,people
[161] people,low
[161] low,end
[161] end,herd
[161] immunity,60
[160] kyle_feldscher,approximately
[160] 60,popul

Top Word Pairs in Tweet in G7:
[65] federal,judge
[65] judge,ruled
[65] ruled,unconstitutional
[65] unconstitutional,shut
[65] shut,down
[65] down,businesses
[65] businesses,limit
[65] limit,indoor
[65] indoor,outdoor
[65] outdoor,gatherings

Top Word Pairs in Tweet in G8:
[89] covid,19
[26] contra,covid
[26] cuarentena,radical
[22] semana,cuarentena
[18] #cuarentenaradicaldisciplinada,semana
[16] casos,comunitarios
[16] radical,disciplinada
[15] vtvcanal8,#envideo
[14] 899,casos
[14] 130,casos

Top Word Pairs in Tweet in G9:
[61] covid,19
[13] industry,changing
[13] changing,rearranging
[13] rearranging,restructuring
[13] restructuring,many
[13] many,businesses
[13] businesses,closed
[13] closed,protect
[13] protect,workers
[13] eli,lipman

Top Word Pairs in Tweet in G10:
[39] covid,19
[14] 70,mil
[14] mil,muertos
[8] 11,septiembre
[8] muertos,covid
[6] recordar,salud
[6] salud,70
[6] covid,economía
[6] economía,18
[6] 18,decrecimiento

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@weareoversight
@atrupar
@rexchapman
@rahulgandhi
@projectlincoln
@mcfaul
@ingrahamangle
@nygovcuomo
@kylegriffin1

Top Replied-To in G2:
@realdonaldtrump
@potus
@senronjohnson
@gop
@eugjhawk
@radiofreetom
@tuckercarlson
@drawandstrike
@jayhawklove
@stevescalise

Top Replied-To in G3:
@kylegriffin1
@ktumulty
@jonathantamari
@funder
@kurteichenwald
@38boog
@jasonb1226

Top Replied-To in G4:
@mcfaul

Top Replied-To in G5:
@mmpadellan
@danrather

Top Replied-To in G6:
@kyle_feldscher

Top Replied-To in G7:
@senschumer
@kayleighmcenany
@rogergoodell
@tvbann
@senatemajldr
@willwammer
@maddoggmike24
@tonygonzaleslv
@jimmenies
@joebiden

Top Replied-To in G8:
@mippcivzla
@nicolasmaduro

Top Replied-To in G9:
@markknoller
@jaketapper
@wolfblitzer
@lalila2015
@cnn
@govkristinoem
@seanspicer
@j_desarno
@govsisolak
@annenjennifer

Top Replied-To in G10:
@m_ebrard
@el_universal_mx
@ricardomonreala
@yeidckol
@mario_delgado
@maribelalonso
@avianca

Top Mentioned
Top Mentioned in Entire Graph:
@kyle_feldscher
@realdonaldtrump
@aoc
@danrather
@kylegriffin1
@breaking911
@kayleighmcenany
@projectlincoln
@mmpadellan
@josh_hammer

Top Mentioned in G1:
@thailande_pays
@yogendars55
@akreationsindia
@loriagne2
@regionnet_ar
@flaurentneuhaus

Top Mentioned in G2:
@realdonaldtrump
@tuckercarlson
@repswalwell
@cdcgov
@heytammybruce
@drdenagrayson
@politico
@dwuhlfelderlaw
@karluskap
@erictopol

Top Mentioned in G3:
@kylegriffin1
@ddale8
@kurteichenwald
@ktumulty
@joenbc
@crampell
@funder
@maggienyt
@therecount
@mcfaul

Top Mentioned in G4:
@aoc
@mcfaul
@tribelaw
@ericgarland
@ricksmithshow
@_oliver_yates
@mollymckew
@afpphoto
@ctriballeau
@karobinson47_3

Top Mentioned in G5:
@danrather
@mmpadellan
@volinxx
@mhdksafa
@inspiringu2
@drbiden
@minsooklee
@ecmclaughlin
@whatifisaidit
@kylegriffin1

Top Mentioned in G6:
@kyle_feldscher
@marshallcohen
@elynnbarstar
@crampell
@ericcolumbus

Top Mentioned in G7:
@kayleighmcenany
@joebiden
@senatemajldr
@girlsreallyrule
@sciam
@speakerpelosi
@realdonaldtrump
@senschumer
@govrondesantis
@cuban_manny

Top Mentioned in G8:
@vtvcanal8
@nicolasmaduro
@mippcivzla
@luchaalmada
@nellypsuvya
@partidopsuv
@hectorodriguez
@cojedesgnb
@gnboficialve
@fabiozavarsep

Top Mentioned in G9:
@cnn
@wolfblitzer
@maddowblog
@nbcnews
@mehdirhasan
@chriscuomo
@nytimes
@httweets
@jaketapper
@seanspicer

Top Mentioned in G10:
@lopezobrador_
@hlgatell
@who
@ssalud_mx
@gavi
@doctormacias
@wadelacruz
@claudiashein
@el_universal_mx
@lajornadaonline

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@pulpnews
@angelus_0923
@informacija
@tomthunkitsmind
@americanair
@extravzla
@thaitvnews
@detikcom
@kompascom

Top Tweeters in G1:
@pulpnews
@informacija
@thaitvnews
@republikaonline
@3novices
@titrespresse
@56perumal
@globalissuesweb
@ricky_alvarado_
@magnifyk

Top Tweeters in G2:
@tomthunkitsmind
@vedehimajumdar
@mooncindylu
@usatopguns
@drawandstrike
@reuters
@msrock4ever
@catlover1943
@royaleight
@foxnews

Top Tweeters in G3:
@mattmurph24
@gwydion620
@deepvard
@rhcm123
@barbaramain07
@suescoby
@pameladubsky49
@taiping2
@stevijopayne
@aedaw9i

Top Tweeters in G4:
@vnatale
@rosiem1919
@joshuajreynold1
@carollarue
@ceciliaannh
@mangobeach
@irishlass2157
@paula_dockery
@mariahaskins
@annemorrowcoop1

Top Tweeters in G5:
@funnagan
@multijo1
@janrobinjackson
@connielnash
@davaldod
@hsmcnp
@hillbeverlyhill
@jayneedwards2
@phoenixwmn
@i_am_lisar

Top Tweeters in G6:
@ungubunugu1274
@loulachat
@jacquelinehine1
@theblackkaner88
@lellingw
@webehealthy
@vader671
@llunatrexing
@haightstrecords
@jlq529

Top Tweeters in G7:
@tammywalt61
@janmareesmith2
@sundncefn
@prpeep
@lamoonlynn
@badov49
@petluvers4trump
@barmore27
@notagentsmith
@hankentwhistle

Top Tweeters in G8:
@vtvcanal8
@partidopsuv
@amelia74698445
@aztileyzaid
@mppeducacion
@luibustilloso
@nellypsuvya
@gobmonagas_
@mippcivzla
@carmenalde

Top Tweeters in G9:
@httweets
@nationafrica
@tigerbeat
@yojora
@noybsk2017
@nytimes
@robert_hove
@redhed67
@bandersdavidson
@njmike731

Top Tweeters in G10:
@el_universal_mx
@edgardogarciasa
@reforma
@lynncatwalters
@avianca
@lajornadaonline
@capital_21
@nu_online
@adn40
@jenarovillamil


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