Trump War, Twitter, 1/4/2020 3:43:14 AM, 219787


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Trump War_2020-01-03_16-19-38.xlsx
Trump War_2020-01-03_16-19-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 04, 2020
Short Description:
Trump War via NodeXL http://bit.ly/2MRh4rq
@bronandbrow
@realdonaldtrump
@amoneyresists
@tames7759
@revdrbarber
@miekeeoyang
@tomiahonen
@ewarren
@joshuapotash
@mmflint

Top hashtags:
#wwiii
#soleimani
#trump
#iran
#trumpswar
#worldwarthree
#iranwar
#worldwar3

Description:
Description
The graph represents a network of 17,838 Twitter users whose recent tweets contained "Trump War", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 04 January 2020 at 01:14 UTC.

The tweets in the network were tweeted over the 28-minute period from Friday, 03 January 2020 at 23:51 UTC to Saturday, 04 January 2020 at 00:19 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 : 17838
Unique Edges : 21856
Edges With Duplicates : 1383
Total Edges : 23239
Self-Loops : 2459
Reciprocated Vertex Pair Ratio : 0.0016740521910389
Reciprocated Edge Ratio : 0.00334250884781754
Connected Components : 1708
Single-Vertex Connected Components : 768
Maximum Vertices in a Connected Component : 14053
Maximum Edges in a Connected Component : 19333
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.397019
Graph Density : 6.39393733047572E-05
Modularity : 0.817739
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 17,838 Twitter users whose recent tweets contained "Trump War", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 04 January 2020 at 01:14 UTC.

The tweets in the network were tweeted over the 28-minute period from Friday, 03 January 2020 at 23:51 UTC to Saturday, 04 January 2020 at 00:19 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 : TwitterSearch
Graph Term : Trump War
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://www.independent.co.uk/news/world/middle-east/iran-news-war-us-trump-airstrike-iraq-attack-soleimani-latest-a9270001.html
[43] https://thehill.com/homenews/administration/476631-trump-repeatedly-said-obama-would-start-war-with-iran-to-get-elected
[39] https://www.vanityfair.com/news/2020/01/donald-trump-iran-war?utm_source=twitter&utm_medium=social&utm_brand=vf&utm_social-type=owned&mbid=social_twitter
[36] https://www.cnn.com/2020/01/03/politics/kfile-trump-obama-2012-iran-war-reelection/index.html
[29] https://www.businessinsider.com/uk-warns-donald-trump-against-launching-war-iran-qassem-soleimani-2020-1
[20] https://trib.al/duJIfV3
[18] https://theintercept.com/2020/01/03/qassim-suleimani-assassination-trump-administration-war/
[15] https://www.rollingstone.com/politics/politics-news/trump-warned-president-start-war-iran-reelected-933391/
[14] https://theredpillednews.com/rep-ilhan-omar-attacks-president-trump-over-soleimani-assassination-trump-wants-war-its-time-to-step-in-and-stop-him-i-know-i-will/
[14] https://www.breitbart.com/politics/2020/01/03/donald-trump-defends-qasem-soleimani-strike-we-took-action-last-night-to-stop-a-war/

Top URLs in Tweet in G2:
[31] https://thehill.com/homenews/administration/476631-trump-repeatedly-said-obama-would-start-war-with-iran-to-get-elected
[7] https://www.newscorpse.com/ncWP/?p=43651
[4] https://thehill.com/homenews/administration/476700-trump-says-iranian-commander-was-killed-to-stop-a-war
[4] https://www.cnn.com/2020/01/03/politics/kfile-trump-obama-2012-iran-war-reelection/index.html
[3] https://www.dailymail.co.uk/news/article-7848729/Trump-taunts-Iran-saying-never-won-war-ordering-strike-killed-Soleimani.html
[3] https://www.facebook.com/SFNewsfeedus/posts/10156882485765817?__tn__=K-R
[3] https://hannity.com/media-room/warren-reckless-donald-trump-pushing-iran-to-the-brink-of-war/
[3] https://www.vox.com/2020/1/3/21048155/trump-obama-war-iran-tweets?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://twitter.com/joncoopertweets/status/1213093597689585666
[2] https://www.mediaite.com/a/euyrf

Top URLs in Tweet in G3:
[13] https://www.independent.co.uk/news/world/middle-east/iran-news-war-us-trump-airstrike-iraq-attack-soleimani-latest-a9270001.html
[8] https://www.commondreams.org/news/2020/01/03/sen-tim-kaine-files-war-powers-resolution-stop-trump-stumbling-war-iran?utm_campaign=shareaholic&utm_medium=referral&utm_source=facebook
[8] https://twitter.com/RichardEngel/status/1213245422992424961
[8] https://www.cnn.com/2020/01/03/politics/kfile-trump-obama-2012-iran-war-reelection/index.html
[7] https://twitter.com/richardengel/status/1213245422992424961
[6] https://www.cnn.com/2020/01/03/politics/donald-trump-iran-statement/index.html
[5] https://news.sky.com/story/donald-trump-we-do-not-want-to-start-a-war-with-iran-11900706
[4] https://www.rt.com/news/477426-no-war-regime-change-iran-trump/
[4] https://www.express.co.uk/news/world/1221422/world-war-3-russia-iran-china-military-drills-gulf-of-oman-gulf-oil-trump-us-sanctions
[4] https://twitter.com/AP/status/1213246471740542977

Top URLs in Tweet in G4:
[5] https://twitter.com/taveljimena/status/1213203041677123587
[2] https://twitter.com/mmpadellan/status/1213229852058431489
[2] https://twitter.com/JuliaDavisNews/status/1213211924629987328
[1] https://twitter.com/nytimes/status/1213122933339688961
[1] https://twitter.com/realDonaldTrump/status/1212924762827046918
[1] https://twitter.com/realDonaldTrump/status/141604554855825408
[1] https://twitter.com/tinaissa/status/901825812130824194
[1] https://twitter.com/repadamschiff/status/1212854924108816385
[1] https://twitter.com/sengillibrand/status/1213207220311199751
[1] https://twitter.com/kyledcheney/status/1213153769111863303

Top URLs in Tweet in G5:
[20] https://trib.al/duJIfV3
[16] https://theintercept.com/2020/01/03/qassim-suleimani-assassination-trump-administration-war/
[10] https://www.haaretz.com/us-news/trump-on-soleimani-killing-we-took-action-to-prevent-war-with-iran-not-start-one-1.8352011
[8] https://trib.al/97LkdRd
[6] http://inthesetimes.com/article/22237/trump-war-iran-democrats-sanctions-ndaa-meddling
[3] https://sojo.net/articles/will-we-see-through-fog-war-time
[2] https://electronicintifada.net/content/why-trump-escalating-us-israeli-war-iran/29231
[2] https://www.codepink.org/01042020
[2] https://twitter.com/NewsBreaking/status/1213231640094199809
[2] https://twitter.com/ShoebridgeC/status/1213210312733843456

Top URLs in Tweet in G6:
[2] https://dailysoundandfury.com/trump-has-triggered-a-state-of-war-with-iran-to-save-his-re-election/
[1] https://www.snopes.com/fact-check/donald-trump-civil-war-monument/
[1] https://twitter.com/WSJ/status/1213157955455135745
[1] https://www.theroot.com/trump-predicted-war-with-iran-in-2011-to-win-re-electio-1840792043?utm_medium=sharefromsite&utm_source=theroot_twitter
[1] https://www.redletterchristians.org/red-letter-christians-lament-the-assassination-of-general-qassem-soleimani/
[1] https://twitter.com/ezraklein/status/1212959402728181765
[1] https://twitter.com/mmpadellan/status/1213163845646241792
[1] https://www.youtube.com/watch?v=gTbg11pCwOc

[1] https://www.motherjones.com/politics/2019/06/heres-what-it-would-look-like-if-trump-starts-a-war-with-iran/
[1] https://twitter.com/BlueGirlsRule/status/1213243810819428352

Top URLs in Tweet in G7:
[4] https://ir.shareaholic.com/e?a=1&u=http://nymag.com/intelligencer/2020/01/trump-war-iran-election-nuclear-obama.html%3Ffbclid%3DIwAR0OgCYxmfm9VPsd2D8oRU_Pc8sBcBXIJRrEgqZ17ah-hTchFj45HGWbHRg&r=1
[3] https://thehill.com/homenews/administration/476631-trump-repeatedly-said-obama-would-start-war-with-iran-to-get-elected
[2] https://www.rollingstone.com/politics/politics-news/trump-warned-president-start-war-iran-reelected-933391/
[2] https://link.medium.com/eSbf2O3IW2
[2] https://www.cnn.com/2020/01/03/politics/trump-soleimani-strike-legal-justification/index.html
[2] https://secondnexus.com/donald-trump-obama-war-iran
[1] https://www.documentcloud.org/documents/6595651-Mueller-Memos-Part-3.html
[1] https://twitter.com/realDonaldTrump/status/1213096351296299017
[1] https://www.cnbc.com/2020/01/03/iranian-military-commander-qassim-soleimani-killed-in-baghdad-strike-iraqi-tv.html
[1] https://www.washingtonpost.com/world/iran-strike-live-updates/2020/01/03/3779f55c-2e33-11ea-bcb3-ac6482c4a92f_story.html

Top URLs in Tweet in G9:
[6] https://www.rollingstone.com/politics/politics-news/trump-warned-president-start-war-iran-reelected-933391/
[6] https://www.salon.com/2020/01/03/heres-the-big-question-how-does-trump-personally-benefit-from-war-with-iran/
[4] https://www.rt.com/news/477404-trump-conflict-iran-unprecedented-war/
[4] https://www.dailykos.com/stories/2020/1/2/1909158/-Trump-has-triggered-a-state-of-war-with-Iran-to-save-his-re-election
[3] https://www.cnn.com/videos/tv/2020/01/03/lead-collins-live-jake-tapper.cnn
[1] https://twitter.com/reuters/status/1212930118823432193?s=21
[1] https://twitter.com/nytimes/status/1212931309955366912
[1] https://www.bbc.co.uk/news/world-middle-east-50986185
[1] https://www.bbc.com/news/blogs-the-papers-50989603
[1] https://trib.al/aH54xv7

Top URLs in Tweet in G10:
[24] https://www.businessinsider.com/uk-warns-donald-trump-against-launching-war-iran-qassem-soleimani-2020-1
[8] https://people.com/politics/trump-called-for-iranian-airstrike-to-stop-war/?utm_source=twitter.com&utm_campaign=peoplemagazine&utm_medium=social&xid=socialflow_twitter_peoplemag
[6] http://rss.cnn.com/~r/rss/cnn_allpolitics/~3/qxvCiX7WOC4/index.html
[5] https://www.salon.com/2020/01/03/press-watch-what-the-media-must-do-to-stop-trumps-war-with-iran/
[5] https://www.latimes.com/politics/story/2020-01-03/democratic-presidential-candidates-trump-iran-war
[5] https://www.rawstory.com/2020/01/trumps-unshakably-loyal-base-will-blindly-follow-him-into-a-war-with-iran-columnist/#.Xg-qQloV2BY.twitter
[3] https://people.com/politics/mark-hamill-among-those-calling-out-trump-for-saying-obama-would-start-iran-war-to-get-re-elected/?xid=socialflow_twitter_peoplemag&utm_medium=social&utm_campaign=peoplemagazine&utm_source=twitter.com
[3] https://www.salon.com/2020/01/03/heres-the-big-question-how-does-trump-personally-benefit-from-war-with-iran/
[3] http://nymag.com/intelligencer/2020/01/trump-war-iran-election-nuclear-obama.html?utm_source=tw
[3] https://www.businessinsider.com/trump-claims-us-killed-iranian-general-soleimani-to-stop-war-2020-1?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[474] twitter.com
[122] co.uk
[78] trib.al
[63] cnn.com
[62] thehill.com
[60] youtube.com
[49] businessinsider.com
[42] commondreams.org
[42] vanityfair.com
[25] theredpillednews.com

Top Domains in Tweet in G2:
[37] thehill.com
[23] twitter.com
[8] co.uk
[8] vox.com
[7] newscorpse.com
[5] mediaite.com
[4] washingtonexaminer.com
[4] cnn.com
[3] trib.al
[3] facebook.com

Top Domains in Tweet in G3:
[143] twitter.com
[43] co.uk
[19] commondreams.org
[18] cnn.com
[8] youtube.com
[7] rt.com
[7] rollingstone.com
[7] foxnews.com
[6] sky.com
[6] trib.al

Top Domains in Tweet in G4:
[21] twitter.com
[1] khn.org
[1] businessinsider.com
[1] politicususa.com
[1] cnn.com
[1] reuters.com
[1] nbcnews.com
[1] cnbc.com
[1] vox.com
[1] rollingstone.com

Top Domains in Tweet in G5:
[31] trib.al
[17] theintercept.com
[10] twitter.com
[10] haaretz.com
[6] inthesetimes.com
[4] codepink.org
[4] sojo.net
[2] electronicintifada.net
[2] commondreams.org
[1] truthout.org

Top Domains in Tweet in G6:
[6] twitter.com
[3] dailysoundandfury.com
[1] snopes.com
[1] theroot.com
[1] redletterchristians.org
[1] youtube.com
[1] motherjones.com
[1] abc7.com
[1] theguardian.com

Top Domains in Tweet in G7:
[8] twitter.com
[4] shareaholic.com
[3] thehill.com
[2] cnbc.com
[2] washingtonpost.com
[2] nymag.com
[2] rollingstone.com
[2] reuters.com
[2] medium.com
[2] cnn.com

Top Domains in Tweet in G9:
[7] rollingstone.com
[6] salon.com
[5] twitter.com
[5] dailykos.com
[4] rt.com
[3] cnn.com
[2] trib.al
[2] youtube.com
[1] co.uk
[1] bbc.com

Top Domains in Tweet in G10:
[30] businessinsider.com
[13] twitter.com
[12] people.com
[8] salon.com
[7] trib.al
[6] cnn.com
[6] rawstory.com
[5] latimes.com
[3] nymag.com
[2] cbsnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[709] wwiii
[300] soleimani
[270] trump
[229] iran
[158] trumpswar
[85] worldwarthree
[71] iranwar
[65] worldwar3
[57] nowarwithiran
[47] worldwariii



Top Hashtags in Tweet in G1:
[2] wwiii

Top Hashtags in Tweet in G2:
[20] trump
[15] iran
[11] soleimani
[9] wwiii
[8] trumpswar
[7] democrats
[6] wagthedog2020
[5] nowarwithiran
[4] war
[3] iranwar

Top Hashtags in Tweet in G3:
[39] trump
[26] wwiii
[23] trumpswar
[17] iran
[11] worldwarthree
[9] war
[9] worldwar3
[8] iranwar
[8] worldwariii
[5] usa

Top Hashtags in Tweet in G4:
[8] trumpswar
[6] iranwar
[6] wwiii
[5] iran
[3] soleimani
[3] impotus
[3] trump
[2] ftr
[2] iraq
[2] idiotinchief

Top Hashtags in Tweet in G5:
[172] soleimani
[21] iran
[4] nowaroniran
[4] maga
[3] nowarwithiran
[2] trump
[1] middleeast
[1] iraq
[1] peace
[1] ftr

Top Hashtags in Tweet in G6:
[16] soleimani
[16] trump
[13] trumpswar
[13] wwiii
[11] sulaimani
[5] wagthedog
[5] wagthedogwar
[5] worldwarthree
[5] worldwariii
[2] wagthedog2020

Top Hashtags in Tweet in G7:
[50] trumpswar
[25] trump
[20] wwiii
[20] iranwar
[19] idiotinchief
[19] impeached
[19] impotus
[19] worldwar3
[19] worldwarthree
[7] maga

Top Hashtags in Tweet in G8:
[369] wwiii

Top Hashtags in Tweet in G9:
[11] iran
[4] trumpswar
[4] american
[3] wwiii
[3] nowarwithiran
[2] japan
[2] trump
[2] morrison
[1] wagthedog
[1] wwlll

Top Hashtags in Tweet in G10:
[3] wwiii
[3] idiot
[3] trump
[2] wagthedog
[2] maga
[2] kag2020
[2] kaga2020
[2] trumpswar
[2] nowariniran
[2] donaldtrump

Top Words
Top Words in Tweet in Entire Graph:
[40261] Words in Sentiment List#1: Positive
[32574] Words in Sentiment List#2: Negative
[914] Words in Sentiment List#3: Angry/Violent
[623987] Non-categorized Words
[696846] Total Words
[24557] war
[22091] trump
[9174] iran
[4026] s
[3929] 3

Top Words in Tweet in G1:
[1441] trump
[1441] world
[1441] war
[1439] 3
[1434] selecting
[1434] best
[1434] shooters
[1434] tryouts
[10] buhari
[5] hey

Top Words in Tweet in G2:
[1186] war
[1004] trump
[436] iran
[435] realdonaldtrump
[255] start
[168] action
[168] s
[159] president
[152] stop
[143] now

Top Words in Tweet in G3:
[836] war
[734] trump
[260] iran
[149] start
[127] s
[95] world
[95] stop
[70] t
[66] president
[66] action

Top Words in Tweet in G4:
[1197] war
[955] trump
[375] s
[347] iran
[260] president
[241] endless
[217] congress
[166] america
[160] action
[160] administration

Top Words in Tweet in G5:
[665] war
[656] trump
[586] iran
[337] iraq
[332] killing
[272] pompeo
[210] s
[200] iraqi
[176] justification
[176] attack

Top Words in Tweet in G6:
[700] war
[636] trump
[631] up
[623] t
[608] blame
[328] now
[314] put
[313] speak
[312] didn
[308] don

Top Words in Tweet in G7:
[887] war
[819] trump
[417] iran
[268] thousands
[185] #trumpswar
[182] more
[173] general
[150] troops
[146] re
[142] leader

Top Words in Tweet in G8:
[477] trump
[477] world
[477] war
[477] 3
[457] pour
[387] l
[369] #wwiii
[267] quand
[257] macron
[257] appeler

Top Words in Tweet in G9:
[742] trump
[628] war
[368] iran
[255] s
[173] start
[156] president
[146] people
[131] warned
[118] voted
[117] re

Top Words in Tweet in G10:
[564] trump
[560] war
[250] iran
[154] election
[135] start
[123] president
[114] obama
[108] donald
[98] win
[95] order

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3739] war,iran
[3579] world,war
[3387] war,3
[2018] start,war
[1892] donald,trump
[1696] stop,war
[1461] trump,selecting
[1461] selecting,best
[1461] best,shooters
[1461] shooters,world

Top Word Pairs in Tweet in G1:
[1441] world,war
[1439] war,3
[1434] trump,selecting
[1434] selecting,best
[1434] best,shooters
[1434] shooters,world
[1434] 3,tryouts
[5] trump,hey
[5] hey,buhari
[5] buhari,america

Top Word Pairs in Tweet in G2:
[239] start,war
[230] war,iran
[124] stop,war
[81] took,action
[75] trump,took
[74] last,night
[74] take,action
[74] action,start
[73] action,last
[73] night,stop

Top Word Pairs in Tweet in G3:
[123] war,iran
[110] start,war
[67] world,war
[52] stop,war
[41] donald,trump
[38] starting,war
[37] war,3
[33] took,action
[30] trump,s
[28] war,trump

Top Word Pairs in Tweet in G4:
[241] endless,war
[238] war,iran
[131] trump,s
[127] president,trump
[123] authority,war
[120] men,women
[119] trump,authority
[119] iran,action
[119] action,well
[119] well,brought

Top Word Pairs in Tweet in G5:
[167] trump,pompeo
[166] big,media
[166] media,repeating
[166] repeating,trump
[166] pompeo,justification
[166] justification,#soleimani
[166] #soleimani,responsible
[166] responsible,killing
[166] killing,600
[166] 600,american

Top Word Pairs in Tweet in G6:
[312] didn,t
[311] speak,up
[307] don,t
[305] trump,now
[305] up,war
[304] please,don
[304] t,blame
[304] blame,trump
[304] now,name
[304] name,those

Top Word Pairs in Tweet in G7:
[249] war,iran
[139] more,troops
[136] jesus,christ
[136] christ,re
[136] re,verge
[136] verge,war
[136] iran,thousands
[136] thousands,more
[136] troops,sent
[136] sent,over

Top Word Pairs in Tweet in G8:
[477] world,war
[477] war,3
[369] 3,#wwiii
[259] pour,world
[257] macron,quand
[257] quand,trump
[198] il,va
[192] trump,il
[192] va,l
[192] l,appeler

Top Word Pairs in Tweet in G9:
[238] war,iran
[177] trump,s
[164] start,war
[105] president,start
[99] flashback,trump
[99] trump,warned
[97] re,elected
[94] iran,re
[93] warned,weak
[93] weak,ineffective

Top Word Pairs in Tweet in G10:
[181] war,iran
[125] start,war
[107] donald,trump
[93] obama,start
[81] order,win
[80] iran,order
[77] re,election
[69] win,re
[68] trump,repeatedly
[62] barack,obama

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@whitehouse
@rashidatlaib
@chrislhayes
@richardengel
@thetehaninicole
@camanpour
@ilhanmn
@aoc
@dnc

Top Replied-To in G2:
@realdonaldtrump
@whitehouse
@camanpour
@dnc
@secpompeo
@thehill
@skyrider4538
@speakerpelosi
@senatemajldr
@gopleader

Top Replied-To in G3:

Top Replied-To in G4:
@mmpadellan
@senschumer
@funder
@rbreich
@jamesrossrjames
@kmicknis
@lorraineresists
@im_angination
@mcspocky
@gayle_nisbet

Top Replied-To in G5:
@sarahlazare
@mehdirhasan
@willwilkinson
@dancohen3000
@rmberger
@nkotbjonasbiebs
@intelcrab
@lukewearechange
@rpyuqt7vjdxn03b
@haaretzcom

Top Replied-To in G6:
@chrislhayes
@mollyjongfast
@davidcorndc
@jaketapper
@leloveluck
@natashabertrand
@colinkahl
@shibleytelhami
@chuckschumer
@revdrbarber

Top Replied-To in G7:
@realdonaldtrump
@joshuapotash
@johnlundin
@billyjack2016
@octoberskeye
@edieconstantine
@williamlegate
@satanicriitual
@jrubinblogger
@_dagenhamdave_

Top Replied-To in G9:
@theleadcnn
@briankarem
@drejaxbx
@508gloryfelix
@rt_com

Top Replied-To in G10:
@richardengel
@cnn
@gtconway3d
@msnbc
@lindseygrahamsc
@nbcnews
@joebiden
@jrubinblogger
@hawaiidelilah
@sensasse

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@dsquareddigest
@wolfblitzer
@cnnsitroom
@nbcnews
@potus
@speakerpelosi
@timkaine
@berniesanders
@youtube

Top Mentioned in G2:
@realdonaldtrump
@potus
@acosta
@whitehouse
@secpompeo
@voxdotcom
@tulsigabbard
@thedemocrats
@mailonline
@housedemocrats

Top Mentioned in G3:

Top Mentioned in G4:
@senschumer
@realdonaldtrump
@politicususa
@mmpadellan
@972_834
@anonymousada
@88seattle61
@ladysif_demcast
@drummike2012
@prissybritchez

Top Mentioned in G5:
@jeremyscahill
@nytopinion
@michaelarria
@sarahlazare
@theplumlinegs
@codepink
@sojourners
@berniesanders
@inthesetimesmag
@answercoalition

Top Mentioned in G6:
@realdonaldtrump
@chuckschumer
@repjoekennedy
@chrislhayes
@nbcnews
@natashabertrand
@jaketapper
@dailysoundnfury
@motherjones
@danspinelli902

Top Mentioned in G7:
@concernedvets
@petebuttigieg
@psychmd1
@sysarch
@jfinn6511
@brucewilson
@kanjousa
@johnlundin
@med4pete
@flythaimma

Top Mentioned in G9:
@rollingstone
@kaitlancollins
@bbcworld
@jaketapper
@huffpostpol
@chrismurphyct

Top Mentioned in G10:
@nbcnews
@msnbc
@cnn
@businessinsider
@wolfblitzer
@intelligencer
@lindseygrahamsc
@amandamarcotte
@hc_richardson
@asharangappa_

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@tomthunkitsmind
@oldlady12345
@gocoo
@filafresh
@alllibertynews
@jurylady5
@chris_1791
@rk70534

Top Tweeters in G1:
@xxxrafa03
@oty_riley_
@jajankenboy
@kreezyozah
@jusnette_norim
@304stunnah
@delenatruefire
@damnnn_d
@iammisskess
@bullywashere

Top Tweeters in G2:
@alllibertynews
@chris_1791
@onahunttoday
@thehill
@mmarty1230
@huffpost
@owlwoman911_
@pitoloco2021
@dcexaminer
@alaskarebel

Top Tweeters in G3:
@portaldiarioar
@raybae689
@jondknight
@davidlance3
@raybeckerman
@analyticaglobal
@stiffmidlefinga
@beenewsdaily
@patrick_fenelon
@supercross_fans

Top Tweeters in G4:
@eykis
@only4rm
@princessbravato
@patta47cake
@betterw05759703
@sar_oso
@reuters
@1chefdiva
@cherokeenative3
@jcr914

Top Tweeters in G5:
@daveyk317
@k810mt
@mckinlay_liz
@noe_urdangaray
@sandra_miria
@dementedbonxie
@evan_welch
@passarelliallan
@las2950
@taiping2

Top Tweeters in G6:
@lechatnoire4
@disasterpastor
@lllwry
@suepeac
@dbble5
@yatpundit
@lkgrube
@laurendownsouth
@ponytail122
@gryphonmom

Top Tweeters in G7:
@occuworld
@linda1746
@teram323tere
@antipandemonium
@johnlundin
@barbaraward235
@tatzanx
@wismiss3
@goddess1345
@dianesatx

Top Tweeters in G8:
@forcingdebnam
@lrdscottmns
@clarissegvl
@une_polak
@sbl_xb
@alnsdt
@ladyperlou
@kyrielissima__
@stateofanger_
@_ledynho

Top Tweeters in G9:
@filafresh
@willseattle
@astwisa
@gpwriter
@makedni
@asmith702
@everyhumanknows
@rt_com
@deathtocrazy
@bbcworld

Top Tweeters in G10:
@commonpatriot
@cherokeesher2
@lesleygsmith3
@jilevin
@businessinsider
@riskyliberal
@hugofeijo
@melissajpeltier
@darhar981
@izzysroses