COVID, Twitter, 9/19/2020 9:58:59 AM, 235462


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COVID_2020-09-19_00-17-34.xlsx
COVID_2020-09-19_00-17-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
COVID via NodeXL https://bit.ly/3cbEmnj
@realdonaldtrump
@joebiden
@kylegriffin1
@mmpadellan
@senkamalaharris
@caronaupdates
@pythoroshan
@daaktardush
@sardesairajdeep
@richardgrenell

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

Description:
Description
The graph represents a network of 11,177 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 Saturday, 19 September 2020 at 07:29 UTC.

The requested start date was Saturday, 19 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, 1-minute period from Wednesday, 16 September 2020 at 03:18 UTC to Friday, 18 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 : 11177
Unique Edges : 5800
Edges With Duplicates : 12431
Total Edges : 18231
Number of Edge Types : 5
Replies to : 883
Retweet : 5837
MentionsInRetweet : 6709
Mentions : 1911
Tweet : 2891
Self-Loops : 2924
Reciprocated Vertex Pair Ratio : 0.00247844827586207
Reciprocated Edge Ratio : 0.00494464151349027
Connected Components : 2964
Single-Vertex Connected Components : 747
Maximum Vertices in a Connected Component : 2880
Maximum Edges in a Connected Component : 5961
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.951933
Graph Density : 7.44751483402777E-05
Modularity : 0.569158
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 11,177 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 Saturday, 19 September 2020 at 07:29 UTC.

The requested start date was Saturday, 19 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, 1-minute period from Wednesday, 16 September 2020 at 03:18 UTC to Friday, 18 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:
[40] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[29] 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
[29] http://fox17.com/error
[22] 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
[20] 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
[12] https://people.com/human-interest/pastor-told-congregation-didnt-have-to-wear-masks-icu-coronavirus/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=5f64268752e7ef00013090fe
[10] 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
[9] https://www.youtube.com/watch?v=f0j6adNroo4&feature=youtu.be

[9] https://thediplomat.com/2020/09/pakistans-fight-against-covid-19-has-made-imran-khan-stronger/
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5

Top URLs in Tweet in G1:
[5] http://fox17.com/error
[5] 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
[3] https://www.foxnews.com/media/chinese-virologist-government-intentionally-coronavirus
[3] https://twitter.com/davenewworld_2/status/1306068005235896320
[3] https://twitter.com/i/events/1306694486249148418
[2] http://conservativewing.org/acomnews/chinese-virologist-chinas-government-intentionally-released-covid-19/
[2] https://twitter.com/yogendars55/status/1304708018282479616?s=09
[2] https://twitter.com/yogendars55/status/1298539566198960130?s=09
[2] http://cconoticias.com/2020/09/15/ssa-reporta-676487-casos-acumulados-de-covid-19-y-71678-decesos/
[2] https://www.cnn.com/2020/09/16/politics/trump-republicans-covid-stimulus/index.html

Top URLs in Tweet in G2:
[29] 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
[2] https://people.com/human-interest/anti-maskers-forced-to-dig-coronavirus-graves-in-indonesia/
[1] https://www.cnn.com/2020/09/17/politics/former-pence-aide-coronvirus-task-force-slams-trump/index.html
[1] https://bloombg.org/3kq24Py
[1] https://twitter.com/sciam/status/1305854127721910275
[1] https://www.pscp.tv/w/cjES6TFvUEVMQkJiT2xyS2R8MVBsSlFOeUREVnZ4RdXz2tXlSUuh8je36teVZIM-Yo3P43WwnhlHq1J688KZ
[1] https://secure.actblue.com/donate/octobertvinfectus
[1] https://twitter.com/FOXNashville/status/1306412830422454273
[1] https://twitter.com/blairbrandt/status/1306024924453240835
[1] 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

Top URLs in Tweet in G3:
[6] https://www.youtube.com/watch?v=f0j6adNroo4&feature=youtu.be

[2] https://www.cbsnews.com/news/covid-19-stillbirth-miscarriage-preterm-birth-cdc-report/?ftag=CNM-00-10aab7e&linkId=99793064
[2] https://www.politico.com/news/2020/09/17/olivia-troye-ad-trump-coronavirus-417428
[2] https://crooksandliars.com/2020/09/trump-if-you-take-blue-states-out-equation
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Df0j6adNroo4%26ab_channel%3DRepublicanVotersAgainstTrump&q=EgS4SO-bGNLklvsFIhkA8aeDS75LIs61qbu-SMtRAheJcL0-lf20MgFy
[1] https://www.rollingstone.com/politics/politics-news/trump-homeland-security-official-endorse-biden-blame-trump-covid-1050281/
[1] 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
[1] https://www.wsj.com/articles/hospitals-for-years-banked-on-lean-staffing-the-pandemic-overwhelmed-them-11600351907
[1] https://www.wbrz.com/news/louisiana-teen-who-died-from-virus-had-heart-inflammation-associated-with-covid-19
[1] https://www.washingtonpost.com/politics/secret-service-spending-bedminster/2020/09/17/9e11e1c2-f6a0-11ea-be57-d00bb9bc632d_story.html

Top URLs in Tweet in G4:
[1] https://science.thewire.in/health/covid-19-should-india-join-the-covax-initiative-to-secure-vaccine-doses/
[1] https://twitter.com/aajtak/status/1306792352833515520
[1] https://twitter.com/UFBUIndia/status/1305542974605008897

Top URLs in Tweet in G5:
[8] http://fox17.com/error
[2] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[1] https://fox17.com/news/digging-out/digging-out-hospital-metric-not-usually-reachable-in-normal-times-nashville-covid-19-coronavirus
[1] https://fox17.com/news/local/fox-17-news-reporter-holds-nashville-mayors-office-accountable-for-leaked-covid-19-emails
[1] https://twitter.com/realsaavedra/status/1306763697772085250
[1] https://azcapitoltimes.com/news/2020/08/03/health-director-testifies-in-gym-closure-lawsuit/
[1] https://twitter.com/claytravis/status/1306422272824152065
[1] https://nypost.com/2020/09/17/nashville-accused-of-hiding-covid-19-cases-from-bars-restaurants/amp/
[1] https://www.thegatewaypundit.com/2020/09/stunning-emails-reveal-nashville-mayors-office-colluded-metro-health-hide-actual-covid-numbers-citizens-business-owners-low/
[1] https://www.outkick.com/emails-indicate-nashville-mayors-office-colluded-to-conceal-covid-information-from-public/

Top URLs in Tweet in G6:
[3] https://helaco.org/
[2] https://www.reuters.com/article/us-health-coronavirus-ireland-idUSKBN26733Q?taid=5f62a13707638d0001f2a3ef&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://trib.al/5sPk2UG
[1] https://cnn.it/2ZEs7dV
[1] https://cnn.it/32zjOBU
[1] https://cnn.it/3c2mOKe
[1] https://cnn.it/2FHu2ak
[1] https://cnn.it/3mxCAl6
[1] https://cnn.it/3kn91AE
[1] https://trib.al/VRk6olp

Top URLs in Tweet in G8:
[1] https://time-com.cdn.ampproject.org/v/s/time.com/5875411/trump-covid-19-death-rate-interview/?amp=true&usqp=mq331AQFKAGwASA%3D&_js_v=0.1
[1] https://twitter.com/atrupar/status/1306040312872214536

Top URLs in Tweet in G9:
[2] https://www.latimes.com/entertainment-arts/story/2020-09-17/hollywood-second-home-coworking-space-covid-19
[2] https://www.latimes.com/travel/story/2020-09-16/travel-excitement-provide-covid-19-stress-relief
[1] https://www.latimes.com/environment/story/2020-09-16/how-to-be-sustainable-during-covid-19-pandemic
[1] https://www.latimes.com/california/story/2020-09-16/family-readjusts-losing-liquor-store-covid-19

Top URLs in Tweet in G10:
[1] http://fox17.com/error
[1] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/
[1] https://www.cnn.com/2020/09/16/politics/barr-justice-department-speech/index.html
[1] https://twitter.com/FOXNashville/status/1306419603325812736
[1] https://www.zerohedge.com/medical/i-am-target-silenced-chinese-virologist-tells-tucker-covid-19-intentionally-released-ccp
[1] https://twitter.com/nypost/status/1304535784335249408
[1] https://www.thedailybeast.com/steve-bannon-linked-groups-push-study-claiming-china-manufactured-covid?ref=home
[1] https://twitter.com/heytammybruce/status/1306025807417159680

Top Domains
Top Domains in Tweet in Entire Graph:
[340] twitter.com
[71] fox17.com
[57] newyorker.com
[56] bit.ly
[53] nypost.com
[49] youtube.com
[31] com.mx
[26] com.br
[24] cnn.com
[23] trib.al

Top Domains in Tweet in G1:
[106] twitter.com
[10] cnn.com
[9] com.mx
[9] youtube.com
[7] google.com
[6] fox17.com
[6] medium.com
[5] foxnews.com
[5] newyorker.com
[4] washingtonpost.com

Top Domains in Tweet in G2:
[30] newyorker.com
[5] twitter.com
[2] cnn.com
[2] pscp.tv
[2] people.com
[2] rawstory.com
[1] bloombg.org
[1] actblue.com
[1] msnbc.com
[1] businessinsider.com

Top Domains in Tweet in G3:
[8] twitter.com
[6] youtube.com
[3] cbsnews.com
[2] google.com
[2] msnbc.com
[2] politico.com
[2] crooksandliars.com
[1] rollingstone.com
[1] newyorker.com
[1] wsj.com

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

Top Domains in Tweet in G5:
[12] fox17.com
[4] twitter.com
[1] azcapitoltimes.com
[1] nypost.com
[1] thegatewaypundit.com
[1] outkick.com
[1] tennesseelookout.com
[1] eater.com

Top Domains in Tweet in G6:
[8] abcn.ws
[7] cnn.it
[4] trib.al
[3] helaco.org
[2] reut.rs
[2] reuters.com
[1] newyorker.com
[1] cbsloc.al
[1] ny.gov
[1] nypost.com

Top Domains in Tweet in G8:
[1] ampproject.org
[1] twitter.com

Top Domains in Tweet in G9:
[6] latimes.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] fox17.com
[1] nypost.com
[1] cnn.com
[1] zerohedge.com
[1] thedailybeast.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[239] covid19
[140] covid
[111] covid_19
[62] coronavirus
[60] covid__19
[43] bidentownhall
[43] envideo
[21] saludyeducaciónencasa
[19] 44090
[18] diálogodemocraciaypaz



Top Hashtags in Tweet in G1:
[32] covid19
[21] coronavirus
[17] covid
[16] covid__19
[13] covid_19
[8] longcovid
[4] china
[4] jaipur
[4] drugmafiaofbollywood
[3] chinavirus

Top Hashtags in Tweet in G2:
[26] bidentownhall
[5] trumpwantstoinfectus
[3] trumptownhall
[2] trumplied200kdied
[1] americaspledge
[1] mesen
[1] flipthesenate
[1] trumpdeathtoll200k
[1] donothingrepublicans
[1] trump2020tosaveamerica

Top Hashtags in Tweet in G3:
[8] covid
[5] trumplied200kdied
[4] covid19
[3] maga
[3] trumpliedpeopledied
[3] trumpknew
[2] 11thhour
[2] usps
[2] trumplied
[2] trumpvirus

Top Hashtags in Tweet in G4:
[7] covid_19
[4] nationalunemploymentday
[3] cancelcompartment_promoteall
[3] postpone_karo_upsc
[3] nojusticenoemi
[3] moratorium3forall
[2] cancelcompartmentexams2020
[2] cancelapdiplomaexams
[2] saveapdiplomastudents
[2] happybirthdaymodiji

Top Hashtags in Tweet in G5:
[1] nashvillemayor
[1] covid
[1] coverup
[1] resign

Top Hashtags in Tweet in G6:
[5] covid19
[2] bidentownhall
[1] theview
[1] trump
[1] philadelphia
[1] hope
[1] masksavelives
[1] trumplied200kdied
[1] trumpdoesntcare
[1] trumpknew

Top Hashtags in Tweet in G7:
[1] trumpknew
[1] trumpvirus

Top Hashtags in Tweet in G10:
[4] covid
[2] chinavirus
[1] biden
[1] dems
[1] smokinggun
[1] foxnews
[1] covid_19
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[7846] covid
[3307] 19
[1218] trump
[764] people
[492] more
[455] president
[448] deaths
[411] pandemic
[377] cases
[371] health

Top Words in Tweet in G1:
[716] covid
[296] 19
[55] trump
[46] people
[32] #covid19
[30] cases
[29] more
[29] casos
[24] dan
[23] need

Top Words in Tweet in G2:
[229] covid
[154] 19
[138] joebiden
[130] trump
[78] americans
[61] more
[55] donald
[53] president
[50] knew
[48] tribelaw

Top Words in Tweet in G3:
[203] covid
[140] realdonaldtrump
[107] trump
[64] 19
[42] people
[29] americans
[26] lawrence
[26] hear
[25] biden
[22] tell

Top Words in Tweet in G4:
[73] क
[72] covid
[53] व
[48] म
[44] त
[36] 19
[29] र
[27] द
[27] य
[27] प

Top Words in Tweet in G5:
[150] covid
[90] 19
[75] foxnashville
[71] nashville
[44] bars
[41] disturbing
[37] arizona
[36] office
[35] restaurants
[35] repandybiggsaz

Top Words in Tweet in G6:
[111] covid
[78] cnn
[55] very
[54] 19
[43] trump
[41] biden
[33] vaccine
[31] coronavirus
[30] mask
[30] meghanmccain

Top Words in Tweet in G7:
[146] covid
[102] kylegriffin1
[83] president
[77] take
[75] deaths
[65] talking
[65] american
[65] start
[65] sentence
[33] trump

Top Words in Tweet in G8:
[113] herd
[95] immunity
[94] million
[84] kyle_feldscher
[84] approximately
[84] 328
[84] people
[84] low
[84] end
[84] 60

Top Words in Tweet in G9:
[104] covid
[103] positive
[101] girlfriend
[101] tested
[101] university
[101] cincinnati's
[101] health
[101] department
[101] instructed
[101] attend

Top Words in Tweet in G10:
[45] covid
[39] chinese
[27] dr
[27] yan
[25] li
[25] meng
[23] tuckercarlson
[21] people
[21] 19
[19] twitter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3218] covid,19
[237] covid,deaths
[196] positive,covid
[195] tested,positive
[164] white,house
[151] herd,immunity
[129] due,covid
[128] health,department
[123] donald,trump
[114] olivia,troye

Top Word Pairs in Tweet in G1:
[282] covid,19
[12] during,covid
[12] died,covid
[11] #coronavirus,#covid19
[10] 19,cases
[10] muertes,covid
[9] due,covid
[9] protokol,kesehatan
[8] casos,covid
[8] positive,covid

Top Word Pairs in Tweet in G2:
[154] covid,19
[53] donald,trump
[39] during,covid
[35] 100,richest
[35] richest,americans
[35] americans,made
[35] made,more
[35] more,300
[35] 300,billion
[35] billion,during

Top Word Pairs in Tweet in G3:
[64] covid,19
[16] listened,latest
[16] latest,woodward
[16] woodward,clip
[16] clip,lawrence
[16] lawrence,played
[16] played,maryltrump
[16] maryltrump,stunning
[16] stunning,hear
[16] hear,trump

Top Word Pairs in Tweet in G4:
[35] covid,19
[22] tested,covid
[17] yesterday,feeling
[17] feeling,weak
[17] weak,consulted
[17] consulted,doctor
[17] doctor,during
[17] during,course
[17] course,check
[17] check,tested

Top Word Pairs in Tweet in G5:
[90] covid,19
[35] bars,restaurants
[34] repandybiggsaz,arizona
[29] nashville,bars
[28] mayor's,office
[27] 19,emails
[27] nashville,mayor's
[26] live,foxnashville
[26] foxnashville,9pm
[26] 9pm,covid

Top Word Pairs in Tweet in G6:
[54] covid,19
[27] biden,doing
[27] doing,very
[27] very,very
[27] very,well
[27] well,far
[27] far,cnn
[27] cnn,townhall
[27] townhall,strongest
[27] strongest,retail

Top Word Pairs in Tweet in G7:
[70] covid,deaths
[68] kylegriffin1,president
[65] president,talking
[65] talking,american
[65] american,covid
[65] deaths,start
[65] start,sentence
[65] sentence,take
[21] hard,much
[21] much,faith

Top Word Pairs in Tweet in G8:
[95] herd,immunity
[84] approximately,328
[84] 328,million
[84] million,people
[84] people,low
[84] low,end
[84] end,herd
[84] immunity,60
[83] kyle_feldscher,approximately
[83] 60,popul

Top Word Pairs in Tweet in G9:
[101] girlfriend,tested
[101] tested,positive
[101] positive,covid
[101] covid,university
[101] university,cincinnati's
[101] cincinnati's,health
[101] health,department
[101] department,instructed
[101] instructed,attend
[100] _sotzingg_,girlfriend

Top Word Pairs in Tweet in G10:
[25] dr,li
[25] li,meng
[25] meng,yan
[21] covid,19
[19] chinese,virologist
[16] virologist,dr
[14] chinese,communist
[13] bars,restaurants
[13] yan,suspended
[13] suspended,twitter

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@damailamongan
@ingrahamangle
@kylegriffin1
@cnn
@trumpwarroom
@donaldjtrumpjr
@projectlincoln
@meidastouch
@joebiden

Top Replied-To in G2:
@joebiden
@trumpwarroom
@realdonaldtrump
@kimbomik
@imtooevil
@veronicafm0107
@kayleighmcenany
@inkling61
@write_sense
@steveguest

Top Replied-To in G3:
@realdonaldtrump
@meidastouch
@teamtrump
@trumpwarroom
@eugjhawk
@speakerpelosi
@conservblue2020
@peoplerweird_
@rothbard1776
@kayleighlies

Top Replied-To in G4:
@narendramodi
@swamy39
@nidhiindiatv
@_sanity_v
@doptgoi
@varshaegaikwad
@amitshah
@drjitendrasingh
@emirates

Top Replied-To in G5:
@foxnashville
@cernovich
@johnrich
@nc5
@johncooper4nash
@brianfinley84
@illdiscourse

Top Replied-To in G6:
@cnn
@meghanmccain
@abc
@sarahmucha
@soawokedeb
@justtheobvious1
@lowcountry1girl
@mnjasonstatham
@maddow
@donaldjtrumpjr

Top Replied-To in G7:
@kylegriffin1
@mcfaul
@urielmware
@tobythe36140555
@qirenni

Top Replied-To in G8:
@rick82ramirez
@jordanschachtel
@ktumulty

Top Replied-To in G10:
@marshablackburn
@donaldjtrumpjr
@tuckercarlson
@lizrnc
@jernsmn
@simplyred78
@drawandstrike

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@realdonaldtrump
@kylegriffin1
@_sotzingg_
@kyle_feldscher
@parkermolloy
@cnn
@belpetit
@aoc
@doctormacias

Top Mentioned in G1:
@yogendars55
@cisneros65
@mindyraf
@scrubeustace
@medicasos
@electroboyusa
@brankomilan
@motazedamir
@cocofashion13
@marisalette

Top Mentioned in G2:
@joebiden
@tribelaw
@teapainusa
@kayleighmcenany
@hillaryclinton
@kamalaharris
@sciam
@ericswalwell
@realdonaldtrump
@saragideon

Top Mentioned in G3:
@realdonaldtrump
@lawrence
@joyannreid
@maryltrump
@neusummits
@b52malmet
@ecmclaughlin
@fahrenthold
@meidastouch
@gop

Top Mentioned in G4:
@narendramodi
@pmoindia
@nitin_gadkari
@politicalkida
@piyushgoyal
@rayyan67714394
@vani_mehrotra
@imranmi97627402
@drrpnishank
@drjitendrasingh

Top Mentioned in G5:
@foxnashville
@repandybiggsaz
@johncooper4nash
@claytravis
@kylamb8
@trumprulzz
@camedwards
@cernovich
@tomilahren
@visitmusiccity

Top Mentioned in G6:
@cnn
@meghanmccain
@abc
@gstephanopoulos
@abc2020
@chriscuomo
@reuters
@secupp
@abcpolitics
@realdonaldtrump

Top Mentioned in G7:
@kylegriffin1
@mcfaul
@arappeport
@sweetfnlucifer
@tamarakeithnpr
@anneapplebaum
@projectlincoln
@alanhutcheson
@joebiden
@lovelistening1

Top Mentioned in G8:
@kyle_feldscher
@ktumulty
@joenbc
@jordanschachtel
@kylegriffin1
@dustinhammond14
@ohwildbill
@skinintown
@seagertp
@joebiden

Top Mentioned in G9:
@_sotzingg_
@latimes
@gustavoarellano

Top Mentioned in G10:
@tuckercarlson
@donaldjtrumpjr
@ryanafournier
@arifleischer
@marshablackburn
@heytammybruce
@oann
@alexsalvinews
@grovernorquist
@repthomasmassie

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@angelus_0923
@lapublicacion
@sumariumcom
@lasillarota
@dichristine
@kompascom
@republikaonline
@noticias24

Top Tweeters in G1:
@la_patilla
@lapublicacion
@lasillarota
@republikaonline
@noticias24
@titrespresse
@informe21
@diariocontraste
@toicitiesnews
@iam360wise

Top Tweeters in G2:
@jeffersonobama
@artis_elemental
@chuckw12
@rosiem1919
@garden4u_wa
@naturefineart
@saftyinnumbers
@o_g_log
@rose52413
@orangeorchards

Top Tweeters in G3:
@frecklesxx20
@njdoc
@royaleight
@nanteos620
@carollarue
@b52malmet
@drmartyfox
@taritac
@carol_clovely4
@lance_bivens

Top Tweeters in G4:
@railminindia
@rakesh26329280
@uppolice
@pib_india
@modifiedakki
@emiratessupport
@pd_vanjari
@saindevenderbjp
@abinash_2k
@amardeepp111

Top Tweeters in G5:
@owlwoman911_
@eternalritewing
@baizuobu
@kellydanes1
@rag_koko
@2braptured777
@pacificnw777
@care_myers
@foxnashville
@nth_dimensions

Top Tweeters in G6:
@onahunttoday
@stockguy61
@mayirmamay14
@reuters
@jocowboys87
@vonkarama
@cnn
@abc
@mrconnies
@cbsphilly

Top Tweeters in G7:
@mortgageconsult
@stevijopayne
@jillsey11
@lulu742
@jeanstarling
@richardestark
@jkorinetz
@pjcobbrocks5
@ms73
@noki36510

Top Tweeters in G8:
@deepvard
@suescoby
@aedaw9i
@lellingw
@machonejack
@webehealthy
@stgh386
@jlq529
@jeannette_1350
@crankycrone1

Top Tweeters in G9:
@radseed
@fangpusskins
@gustavoarellano
@latimes
@he_say_she_say
@meezy0688
@misshuxtable
@vtecpapi
@psowill
@ivylynnr0z3

Top Tweeters in G10:
@drawandstrike
@summer7570
@johnlundin
@bean9986
@frysbaby
@anitawe20391777
@deborah11189
@solmemes1
@2christined
@winningatmylife


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