#WagTheDog2020, Twitter, 1/6/2020 1:39:15 AM, 219822


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#WagTheDog2020_2020-01-05_13-12-27.xlsx
#WagTheDog2020_2020-01-05_13-12-27.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 06, 2020
Short Description:
#WagTheDog2020 via NodeXL http://bit.ly/2SSvMSJ
@realdonaldtrump
@chrislhayes
@lesleyabravanel
@mcspocky
@floradoragirl
@darwunstjames
@shossy2
@foxmanmusic
@beebee5977
@olivier_patti

Top hashtags:
#wagthedog2020
#trumpswar
#wagthedog
#impotus
#wwiii
#wagthedogwar

Description:
Description
The graph represents a network of 11,194 Twitter users whose recent tweets contained "#WagTheDog2020", 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 Sunday, 05 January 2020 at 23:14 UTC.

The tweets in the network were tweeted over the 2-day, 19-hour, 47-minute period from Friday, 03 January 2020 at 01:24 UTC to Sunday, 05 January 2020 at 21:11 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 : 11194
Unique Edges : 15148
Edges With Duplicates : 2470
Total Edges : 17618
Number of Edge Types : 5
MentionsInRetweet : 3321
Replies to : 2924
Mentions : 2099
Tweet : 1741
Retweet : 7533
Self-Loops : 1779
Reciprocated Vertex Pair Ratio : 0.00243029771146966
Reciprocated Edge Ratio : 0.00484881136776887
Connected Components : 890
Single-Vertex Connected Components : 637
Maximum Vertices in a Connected Component : 9863
Maximum Edges in a Connected Component : 16191
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.326694
Graph Density : 0.000118512838741881
Modularity : 0.702347
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 11,194 Twitter users whose recent tweets contained "#WagTheDog2020", 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 Sunday, 05 January 2020 at 23:14 UTC.

The tweets in the network were tweeted over the 2-day, 19-hour, 47-minute period from Friday, 03 January 2020 at 01:24 UTC to Sunday, 05 January 2020 at 21:11 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 : #WagTheDog2020
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:
[102] https://twitter.com/MillenPolitics/status/1213078094392840192
[83] https://twitter.com/TimOBrien/status/1212941912132476929
[81] https://twitter.com/kylegriffin1/status/1213082619589668864
[51] https://www.msnbc.com/morning-joe/watch/trump-predicted-obama-would-attack-iran-to-get-elected-75999813544
[49] https://twitter.com/timobrien/status/1212941912132476929
[35] https://twitter.com/rcallimachi/status/1213421769777909761
[28] https://www.newscorpse.com/ncWP/?p=43651
[20] https://twitter.com/tom_winter/status/1212928980086640647
[17] https://twitter.com/CJ_isnowblue/status/1212939426873192448
[15] https://twitter.com/adamcurry/status/1213870454055849985

Top URLs in Tweet in G1:
[4] https://twitter.com/DisTrumpia/status/1213158029807407104
[1] https://twitter.com/irishson1916/status/1213920831241412608
[1] https://www.newsweek.com/msnbcs-chris-hayes-wants-trump-release-proof-that-iran-was-planning-imminent-attack-1480380
[1] https://twitter.com/thehill/status/1213488533358424065
[1] https://twitter.com/maggienyt/status/1213493823743184896
[1] https://apple.news/A0vk-VAjWTXmFjbGkblf-xA
[1] https://twitter.com/Franktheshank88/status/1212840233584205829
[1] https://twitter.com/ColMorrisDavis/status/1212936439421456384
[1] https://twitter.com/nytimes/status/1213555728478298114
[1] https://twitter.com/SSS_gov/status/1195718689406046208

Top URLs in Tweet in G2:
[28] https://www.newscorpse.com/ncWP/?p=43651
[6] https://twitter.com/robertjdenault/status/1213104094136672262
[5] https://twitter.com/MerlinofCanada/status/1213167937156079616
[4] https://thehill.com/homenews/state-watch/476752-over-70-protests-planned-across-us-against-soleimani-strike
[4] https://twitter.com/fawfulfan/status/1213107352209149956
[4] https://twitter.com/rcallimachi/status/1213421769777909761
[3] https://v.aa.com.tr/1691892
[3] https://twitter.com/rudawenglish/status/1213830713675591680
[3] https://twitter.com/amvetsupport/status/1213163952567283713
[2] https://twitter.com/sethabramson/status/1213197485772066817

Top URLs in Tweet in G3:
[79] https://twitter.com/MillenPolitics/status/1213078094392840192
[65] https://twitter.com/TimOBrien/status/1212941912132476929
[59] https://twitter.com/kylegriffin1/status/1213082619589668864
[43] https://www.msnbc.com/morning-joe/watch/trump-predicted-obama-would-attack-iran-to-get-elected-75999813544
[17] https://twitter.com/tom_winter/status/1212928980086640647
[11] https://twitter.com/RWPUSA/status/1212957374824296448
[10] https://twitter.com/gtconway3d/status/1213130525537226752
[5] https://twitter.com/jsavoly/status/1213072006394130432
[5] https://twitter.com/Chasedogman/status/1212975935403810816
[4] https://twitter.com/chasedogman/status/1212975935403810816

Top URLs in Tweet in G4:
[6] https://twitter.com/joshuapotash/status/1213133131957624832
[3] https://twitter.com/erinbanco/status/1212931981383753734
[2] https://twitter.com/wordswithsteph/status/1213143849306140676
[2] https://twitter.com/TomPaineToday/status/1213580512243134471
[2] https://twitter.com/MillenPolitics/status/1213078094392840192
[2] https://www.thesun.co.uk/news/10670210/iran-unfurls-red-flag-ready-for-war/
[2] https://twitter.com/GrassrootsSpeak/status/1213295342395035649
[2] https://twitter.com/mcspocky/status/1213270321928818688
[1] https://twitter.com/dvillella/status/1212940001060802560
[1] https://twitter.com/CanadianDivaDi/status/1212962336186621953

Top URLs in Tweet in G5:
[6] https://twitter.com/jaketapper/status/1213191608369328130
[5] https://twitter.com/kylegriffin1/status/1213082619589668864
[4] https://twitter.com/ABC7/status/1213166643842387970
[2] https://www.msnbc.com/morning-joe/watch/trump-predicted-obama-would-attack-iran-to-get-elected-75999813544
[2] https://twitter.com/goldengateblond/status/1213190558610411520
[1] https://twitter.com/HoarseWisperer/status/1213475245711122432
[1] https://www.dailykos.com/stories/2020/1/3/1909205/-Explosive-report-indicates-that-Donald-Trump-s-loans-from-Deutsche-Bank-were-back-by-Russia
[1] https://www.msnbc.com/andrea-mitchell-reports/watch/3-500-more-u-s-troops-headed-to-middle-east-after-soleimani-killing-76011589880
[1] https://twitter.com/lesleyabravanel/status/1213183900211728384
[1] https://twitter.com/BetteMidler/status/1213899329905278977

Top URLs in Tweet in G6:
[4] https://twitter.com/TimOBrien/status/1212941912132476929
[4] https://en.wikipedia.org/wiki/Coup_53
[2] https://twitter.com/AriesaSandino/status/1213555825890996224
[2] https://twitter.com/jillwinebanks/status/1213207042283966464
[2] https://twitter.com/ScottMStedman/status/1213107644027682819
[1] https://www.newyorker.com/magazine/2017/03/13/donald-trumps-worst-deal
[1] https://twitter.com/davidaxelrod/status/1213129758336278528
[1] https://twitter.com/RichardEngel/status/1212944274364522496
[1] https://twitter.com/pastorfriend999/status/1213855031360921603
[1] http://blog.nz-online.de/peltner/2020/01/04/wag-the-dog/

Top URLs in Tweet in G7:
[15] https://twitter.com/rcallimachi/status/1213421769777909761
[6] https://twitter.com/robertjdenault/status/1213104094136672262
[4] https://twitter.com/tribelaw/status/1213188999138988032
[4] https://twitter.com/rcallimachi/status/1213436210238111744
[3] https://twitter.com/realdonaldtrump/status/141604554855825408
[3] https://twitter.com/Chasedogman/status/1212975935403810816
[3] https://twitter.com/TimOBrien/status/1212941912132476929
[3] https://twitter.com/chasedogman/status/1212975935403810816
[3] https://twitter.com/blakesmustache/status/1213107189394612227
[3] https://twitter.com/mikel_jollett/status/1213110049872023552

Top URLs in Tweet in G8:
[42] https://twitter.com/timobrien/status/1212941912132476929
[3] https://twitter.com/MillenPolitics/status/1213078094392840192
[2] https://twitter.com/Alyssa_Milano/status/1213619544792522752
[2] https://twitter.com/DemWrite/status/1212997496861007872
[1] https://www.dailykos.com/stories/2020/1/3/1909205/-Explosive-report-indicates-that-Donald-Trump-s-loans-from-Deutsche-Bank-were-back-by-Russia
[1] https://www.bbc.com/news/world-middle-east-50982298
[1] https://twitter.com/girlsreallyrule/status/1213102131051483137
[1] https://twitter.com/45rapedkatie5/status/1213466709987860482
[1] https://twitter.com/rcallimachi/status/1213421769777909761
[1] https://twitter.com/newshour/status/1213203629852651520

Top URLs in Tweet in G9:
[2] https://twitter.com/JoyceWhiteVance/status/1213886731734388736
[1] https://twitter.com/PassTheSalty/status/1213481237702152193
[1] https://www.cnn.com/2020/01/04/politics/trump-iran-intel-retaliation-concerns/index.html
[1] https://twitter.com/RudawEnglish/status/1213352240335015936

Top URLs in Tweet in G10:
[3] https://www.msnbc.com/morning-joe/watch/trump-predicted-obama-would-attack-iran-to-get-elected-75999813544
[3] https://twitter.com/MillenPolitics/status/1213078094392840192
[2] https://twitter.com/TimOBrien/status/1212941912132476929
[1] https://twitter.com/kylegriffin1/status/1213082619589668864
[1] https://twitter.com/sandibachom/status/1131587400117956610
[1] https://twitter.com/stengel/status/1213067604673417217
[1] https://twitter.com/ChrisCuomo/status/1213134875940851713
[1] https://twitter.com/tom_winter/status/1212928980086640647

Top Domains
Top Domains in Tweet in Entire Graph:
[1675] twitter.com
[56] msnbc.com
[49] youtube.com
[28] newscorpse.com
[20] rawstory.com
[15] nytimes.com
[14] dailykos.com
[13] newsweek.com
[12] cnn.com
[11] apple.news

Top Domains in Tweet in G1:
[15] twitter.com
[1] newsweek.com
[1] apple.news

Top Domains in Tweet in G2:
[273] twitter.com
[28] newscorpse.com
[10] youtube.com
[4] thehill.com
[3] nytimes.com
[3] com.tr
[3] rawstory.com
[2] washingtonpost.com
[2] usatoday.com
[2] bbc.com

Top Domains in Tweet in G3:
[457] twitter.com
[46] msnbc.com
[7] youtube.com
[4] rawstory.com
[3] nytimes.com
[3] washingtonpost.com
[3] cnn.com
[2] realclearpolitics.com
[2] politicususa.com
[2] nz-online.de

Top Domains in Tweet in G4:
[57] twitter.com
[2] co.uk
[1] dailykos.com

Top Domains in Tweet in G5:
[32] twitter.com
[3] msnbc.com
[1] dailykos.com

Top Domains in Tweet in G6:
[31] twitter.com
[4] wikipedia.org
[1] newyorker.com
[1] nz-online.de

Top Domains in Tweet in G7:
[336] twitter.com
[7] youtube.com
[6] apple.news
[5] cnn.com
[4] theguardian.com
[3] washingtonpost.com
[3] nytimes.com
[2] dailykos.com
[2] amazon.com
[2] blogspot.com

Top Domains in Tweet in G8:
[55] twitter.com
[1] dailykos.com
[1] bbc.com
[1] usnews.com
[1] crooksandliars.com

Top Domains in Tweet in G9:
[4] twitter.com
[1] cnn.com

Top Domains in Tweet in G10:
[10] twitter.com
[3] msnbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6880] wagthedog2020
[2083] trumpswar
[985] wagthedog
[900] impotus
[578] wwiii
[520] wagthedogwar
[253] worldwarthree
[226] deutsche
[222] iranwar
[191] iran



Top Hashtags in Tweet in G1:
[38] wagthedog2020
[5] trumpswar
[3] wagthedogwar
[3] deutschebank
[2] soleimani
[2] trumpisanationalsecuritythreat
[2] putinownstrump
[1] impotus
[1] desperation
[1] trumptwitterban

Top Hashtags in Tweet in G2:
[1412] wagthedog2020
[180] trumpswar
[138] wagthedogwar
[113] wagthedog
[64] impotus
[64] iran
[60] iranwar
[54] wwiii
[47] worldwarthree
[34] nowarwithiran

Top Hashtags in Tweet in G3:
[1293] wagthedog2020
[292] trumpswar
[163] wagthedog
[85] unfitforoffice
[69] wagthedogwar
[65] worldwarthree
[53] impotus
[35] wwiii
[27] impeachmentwar
[24] impeached

Top Hashtags in Tweet in G4:
[93] wagthedog2020
[55] trumpswar
[21] wwiii
[9] deutsche
[6] wagthedogwar
[6] gangof8
[6] villageidiot
[5] impotus
[4] removetrumpnow
[2] worldwarthree

Top Hashtags in Tweet in G5:
[602] impotus
[179] wagthedog2020
[100] trumpswar
[40] trumpisanationalsecuritythreat
[39] impeached
[31] trumpwar
[26] magats
[21] removetrumpnow
[15] suleimani
[8] deutschebank

Top Hashtags in Tweet in G6:
[410] wagthedog
[92] wagthedog2020
[35] wagthedogwar
[29] trumpswar
[25] impotus
[19] trumpwarmongering
[19] gopwarmongering
[19] vetsresistsquadron
[19] resistance
[19] nodino

Top Hashtags in Tweet in G7:
[753] wagthedog2020
[159] trumpswar
[76] wagthedog
[64] wwiii
[52] wagthedogwar
[39] iran
[39] iranwar
[36] worldwarthree
[30] trump
[29] impotus

Top Hashtags in Tweet in G8:
[183] wagthedog2020
[178] deutsche
[117] gangof8
[117] villageidiot
[56] trumpswar
[45] onevoice1
[40] trumpsdistraction
[8] wagthedog
[4] impotus
[4] wagthedogwar

Top Hashtags in Tweet in G9:
[27] wagthedog2020
[9] trumpswar
[9] worldwarthree
[8] impotus
[7] ukrainegate
[4] wagthedogwar
[3] wwiii
[3] wagthedog
[2] trump
[2] soleimani

Top Hashtags in Tweet in G10:
[528] wagthedog2020
[512] trumpswar
[19] impotus
[5] wagthedog
[4] trumpisanationalsecuritythreat
[4] worldwarthree
[3] unfitforoffice
[1] deutsche
[1] impeached
[1] trumpwar

Top Words
Top Words in Tweet in Entire Graph:
[6340] Words in Sentiment List#1: Positive
[16305] Words in Sentiment List#2: Negative
[124] Words in Sentiment List#3: Angry/Violent
[323696] Non-categorized Words
[346344] Total Words
[14208] #wagthedog2020
[6578] trump
[5319] #trumpswar
[3405] war
[2286] proof

Top Words in Tweet in G1:
[1344] #wagthedog2020
[1310] chrislhayes
[1306] trump
[1305] declaring
[1305] accurately
[1305] lies
[1305] everything
[1305] time
[1305] msnbc
[1305] host

Top Words in Tweet in G2:
[1633] #wagthedog2020
[469] realdonaldtrump
[451] trump
[265] war
[240] #trumpswar
[161] #wagthedogwar
[150] fox
[149] news
[130] impeachment
[129] secpompeo

Top Words in Tweet in G3:
[1866] #wagthedog2020
[651] realdonaldtrump
[418] #trumpswar
[416] trump
[404] putin
[274] war
[255] one
[243] time
[240] #iranwar
[204] told

Top Words in Tweet in G4:
[1999] trump
[962] #wagthedog2020
[844] #trumpswar
[753] iraq
[620] proof
[609] war
[581] before
[579] impeachment
[579] world
[578] 2011

Top Words in Tweet in G5:
[897] #wagthedog2020
[763] #trumpswar
[655] #removetrumpnow
[594] bank
[590] trump's
[588] russia
[587] loans
[585] dog
[585] donald
[582] interrupt

Top Words in Tweet in G6:
[886] #wagthedog2020
[718] #wagthedogwar
[565] man
[460] war
[417] #iran
[414] #wagthedog
[404] seen
[403] #iranwar
[402] president
[399] today

Top Words in Tweet in G7:
[756] #wagthedog2020
[160] #trumpswar
[115] trump
[95] war
[77] #wagthedog
[64] #wwiii
[55] iran
[53] #wagthedogwar
[44] impeachment
[42] president

Top Words in Tweet in G8:
[648] #wagthedog2020
[373] #onevoice1
[362] bank
[322] #trumpswar
[239] day
[234] war
[234] brief
[185] trump's
[184] loans
[184] trump

Top Words in Tweet in G9:
[573] #wagthedog2020
[535] trump
[512] iran
[491] re
[491] war
[483] potus
[482] start
[482] republicans
[481] remember
[481] warned

Top Words in Tweet in G10:
[558] #wagthedog2020
[533] #trumpswar
[501] one
[501] t's
[501] old
[501] tweets
[501] asterisk
[24] dog
[21] bank
[20] trump's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2753] #trumpswar,#wagthedog2020
[1596] region,#wagthedog2020
[1594] soleimani,planning
[1593] trump,lies
[1592] american,forces
[1592] forces,region
[1591] declaring,accurately
[1591] accurately,trump
[1591] lies,everything
[1591] everything,time

Top Word Pairs in Tweet in G1:
[1305] declaring,accurately
[1305] accurately,trump
[1305] trump,lies
[1305] lies,everything
[1305] everything,time
[1305] time,msnbc
[1305] msnbc,host
[1305] host,chrislhayes
[1305] chrislhayes,proof
[1305] proof,soleimani

Top Word Pairs in Tweet in G2:
[143] fox,news
[119] #trumpswar,#wagthedog2020
[88] #wagthedog2020,#wagthedogwar
[79] #wagthedog2020,trump
[78] realdonaldtrump,#wagthedog2020
[78] impeachment,#wagthedog2020
[73] #wagthedog,#wagthedog2020
[72] trying,distract
[71] war,mongering
[70] distract,americans

Top Word Pairs in Tweet in G3:
[244] #trumpswar,#wagthedog2020
[199] #wagthedog2020,#iranwar
[196] last,week
[195] realdonaldtrump,putin
[195] putin,told
[195] told,last
[195] week,high
[195] high,time
[195] time,one
[195] one,cozy

Top Word Pairs in Tweet in G4:
[784] #trumpswar,#wagthedog2020
[753] iraq,#trumpswar
[578] 2011,trump
[578] trump,lie
[578] lie,turns
[578] turns,trump
[578] trump,projecting
[578] projecting,we've
[578] we've,seen
[578] seen,proof

Top Word Pairs in Tweet in G5:
[624] #trumpswar,#removetrumpnow
[624] #removetrumpnow,#wagthedog2020
[587] trump's,loans
[582] interrupt,#impotus's
[582] #impotus's,rabid
[582] rabid,dog
[582] dog,wagging
[582] wagging,explosive
[582] explosive,report
[582] report,indicates

Top Word Pairs in Tweet in G6:
[703] #wagthedogwar,#wagthedog2020
[398] #wagthedog2020,#trump
[397] learned,something
[397] something,today
[397] today,haven't
[397] haven't,seen
[397] seen,movie
[397] movie,#wagthedog
[397] #wagthedog,used
[397] used,political

Top Word Pairs in Tweet in G7:
[63] #trumpswar,#wagthedog2020
[32] #wagthedog,#wagthedog2020
[29] #wagthedog2020,#trumpswar
[23] #wagthedog2020,#wagthedogwar
[20] war,iran
[19] #wagthedog2020,#wagthedog
[18] wag,dog
[18] #wagthedogwar,#wagthedog2020
[17] #wagthedog,#wagthedogwar
[15] #wwiii,#wagthedog2020

Top Word Pairs in Tweet in G8:
[295] #wagthedog2020,#onevoice1
[255] #trumpswar,#wagthedog2020
[182] trump's,loans
[179] lindsey,graham
[178] whistle,blower
[178] blower,confirms
[178] confirms,trump's
[178] loans,#deutsche
[178] #deutsche,bank
[178] bank,funded

Top Word Pairs in Tweet in G9:
[491] iran,re
[482] start,war
[482] war,iran
[481] remember,trump
[481] trump,warned
[481] warned,republicans
[481] republicans,letting
[481] letting,potus
[481] potus,start
[481] re,elected

Top Word Pairs in Tweet in G10:
[510] #trumpswar,#wagthedog2020
[501] one,t's
[501] t's,old
[501] old,tweets
[501] tweets,asterisk
[501] asterisk,#trumpswar
[20] trump's,loans
[19] interrupt,#impotus's
[19] #impotus's,rabid
[19] rabid,dog

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@secpompeo
@whitehouse
@ny_runaway
@mike_pence
@atrupar
@marcorubio
@gop
@thehill
@senatemajldr

Top Replied-To in G1:
@thedemcoalition
@chrislhayes
@lindseygrahamsc
@realdonaldtrump
@sdisbeautiful1
@stopcra

Top Replied-To in G2:
@realdonaldtrump
@secpompeo
@whitehouse
@atrupar
@marcorubio
@gop
@thehill
@presssec
@statedept
@senatemajldr

Top Replied-To in G3:
@realdonaldtrump
@secpompeo
@politico
@maggienyt
@jvharris65
@briansnewheart
@deanobeidallah
@boba1959
@whitehouse
@senjohnkennedy

Top Replied-To in G4:
@abcpolitics
@realdonaldtrump
@melisagillett
@mcspocky
@secpompeo
@shawnee_leath
@whitehouse

Top Replied-To in G5:
@realdonaldtrump
@realtuckfrumper
@lesleyabravanel
@secpompeo
@detroithrbarbie
@danielfaust6
@sakarischick
@lesbowen
@thomtillis
@quinhillyer

Top Replied-To in G6:
@amarimow
@sss_gov
@secpompeo
@realdonaldtrump
@aynrandpaulryan
@ejgolf
@alyssa_milano
@gopleader

Top Replied-To in G8:
@ny_runaway
@helenhs
@kimforsc
@tipsy_in_texas
@passthesalty
@naudrey_st
@andyostroy
@mommamia1217
@tweetmommybop
@samdagher

Top Replied-To in G9:
@heavenorhellgod
@eorlins
@briansnewheart
@conflicts
@regularresister
@realdonaldtrump
@gbmcd1
@dearauntcrabby
@gopleader

Top Replied-To in G10:
@realdonaldtrump
@cfr_org
@floradoragirl
@nightlypolitics

Top Mentioned
Top Mentioned in Entire Graph:
@chrislhayes
@realdonaldtrump
@huffpostpol
@potus
@gop
@secpompeo
@msnbc
@senatemajldr
@lindseygrahamsc
@foxnews

Top Mentioned in G1:
@chrislhayes
@realdonaldtrump
@funder
@secpompeo

Top Mentioned in G2:
@realdonaldtrump
@secpompeo
@potus
@gop
@senatemajldr
@lindseygrahamsc
@speakerpelosi
@senategop
@gopleader
@marcorubio

Top Mentioned in G3:
@realdonaldtrump
@msnbc
@chrislhayes
@huffpostpol
@debramessing
@dididarrer
@doxie53
@dumpthescum2020
@eaglewarrior427
@ejziem41

Top Mentioned in G4:
@chrislhayes
@realdonaldtrump
@huffpostpol
@mmpadellan
@vietthanhsports

Top Mentioned in G5:
@chrislhayes
@nicholasrasmu15
@realdonaldtrump
@msnbc
@gop
@esaagar
@krystalball
@anakasparian
@cenkuygur
@mattduss

Top Mentioned in G6:
@chrislhayes
@realdonaldtrump
@tagz23
@williamgrassie
@whybirdssing
@coup53
@erictrump
@boogaloo_now
@royblunt

Top Mentioned in G7:

Top Mentioned in G8:
@chrislhayes
@realdonaldtrump
@vo3662
@raynadragon
@og_dbl_lo_g
@sergeivote
@nicoxw1
@kokomothegreat
@samiknowsbest1
@shossy2

Top Mentioned in G9:
@chrislhayes
@realdonaldtrump
@debramessing
@dididarrer
@doxie53
@dumpthescum2020
@eaglewarrior427
@ejziem41
@elder_jodi
@empressrootsgal

Top Mentioned in G10:
@msnbc
@chrislhayes
@cnn

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@sumariumcom
@edinburghwatch
@monicasloves
@s9tmt
@mattmurph24
@cagney1991
@ez4u2say_janis
@inabster
@independent

Top Tweeters in G1:
@billm9
@bannerite
@sophialamar1
@liverpotlian
@bethsinniresist
@phillygirl1441
@vi44
@antipandemonium
@ken_crichlow
@kath2252

Top Tweeters in G2:
@rjber15
@thehill
@russelltim151
@eykis
@huffpost
@afaduln2
@reuters
@pwm62
@jgionova
@bbcnews

Top Tweeters in G3:
@mharvey816
@debilu2
@just_old_joe
@purplegarter1
@hijcp
@politicalant
@summer7570
@americaduped
@anoldlefty
@cindycrum

Top Tweeters in G4:
@cheezwitham
@b140tweet
@anthonybourque
@trump_enemy
@awelab1956
@pgrandee10
@dismisstrump
@tinamorphis
@girlzinger
@alinatede

Top Tweeters in G5:
@cagney1991
@chuddles11
@paxnostrum
@politicalbee
@marthalynneowe1
@joni_looking
@kerirn
@sherrikuczeryk
@sexygirl798
@jorge_c_ny

Top Tweeters in G6:
@drdaveanddee
@backstorymom1
@dupouvoirdachat
@chriskirouac
@johnczer1
@bob_stinson1234
@wellness4you13
@pythoncxde
@jentromans
@caffreyej

Top Tweeters in G7:
@reggiebub
@akaxochi
@wendymarcinkie1
@vivs1man
@cybertaters
@superspacedad
@tamranyc
@angela2132
@crankycyborg
@ferrariera

Top Tweeters in G8:
@s9tmt
@gpwriter
@itswanda
@betterw05759703
@sylviaz1913
@jcmarbury
@innrdreams
@ecwpunk81
@bellablue1060
@michelejeanson1

Top Tweeters in G9:
@monicasloves
@astraea_styx
@ami_tvdfan
@journeyproducti
@jayoung1892
@chelleb36
@dsochoa
@jadejensen29
@tmmckinney777
@riskalert

Top Tweeters in G10:
@ohiomail
@cosmomaniabruce
@hrhstillstacie
@horus_xero
@vv4change
@kchernecky
@ablnk
@socialcontrol
@moisturevapor8r
@hl10pm