Pompeo, Twitter, 6/19/2019 8:52:52 PM, 200507


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Pompeo_2019-06-19_11-10-23.xlsx
Pompeo_2019-06-19_11-10-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
Pompeo via NodeXL http://bit.ly/2Y0vQzl
@secpompeo
@atrupar
@moveon
@jrubinblogger
@juliettekayyem
@marcorubio
@realdonaldtrump
@garlandnixon
@in_pubs
@scottchickee

Top hashtags:
#trump
#pompeo
#iran
#nowarwithiran
#salviniusa
#bolton
#salvini
#ایران
#آمریکا

Description:
Description
The graph represents a network of 5,703 Twitter users whose tweets in the requested range contained "Pompeo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 19 June 2019 at 18:12 UTC.

The requested start date was Tuesday, 18 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 1-hour, 27-minute period from Friday, 14 June 2019 at 19:30 UTC to Monday, 17 June 2019 at 20:57 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 : 5703
Unique Edges : 6346
Edges With Duplicates : 670
Total Edges : 7016
Number of Edge Types : 3
Mentions : 5333
Tweet : 929
Replies to : 754
Self-Loops : 929
Reciprocated Vertex Pair Ratio : 0.00345721694036301
Reciprocated Edge Ratio : 0.00689061154177433
Connected Components : 847
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 3747
Maximum Edges in a Connected Component : 5011
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.099385
Graph Density : 0.000178513736147657
Modularity : 0.82624
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[142] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.0f70bd1366c2
[41] https://www.youtube.com/watch?v=wYeMBpAkOko&feature=youtu.be

[29] https://www.nbcnews.com/news/world/pompeo-meet-u-s-commanders-amid-growing-crisis-iran-n1018356
[28] https://twitter.com/atrupar/status/1140296627011371008
[21] https://talkingpointsmemo.com/news/scarborough-pompeo-fool-trump
[20] https://www.washingtontimes.com/news/2019/jun/16/pompeo-unmistakeable-iran-carried-out-attacks-on-o/
[19] https://theintercept.com/2019/06/14/mike-pompeo-iran-war-authorization/
[17] https://www.dailykos.com/stories/2019/6/16/1865182/-As-Trump-allies-try-to-sell-the-public-on-a-new-war-Mike-Pompeo-dodges-and-blusters
[15] https://thehill.com/homenews/media/448869-scarborough-what-a-joke-for-pompeo-to-say-foxs-wallace-asks-ridiculous
[12] https://www.nbcnews.com/news/world/japanese-tanker-owner-contradict-u-s-officials-over-explosives-used-n1017556

Top URLs in Tweet in G1:
[15] https://www.dailykos.com/stories/2019/6/16/1865182/-As-Trump-allies-try-to-sell-the-public-on-a-new-war-Mike-Pompeo-dodges-and-blusters
[9] https://www.nbcnews.com/news/world/pompeo-meet-u-s-commanders-amid-growing-crisis-iran-n1018356
[8] https://twitter.com/atrupar/status/1140296627011371008
[7] https://www.huffpost.com/entry/trump-administration-allies-iran-tanker-pompeo_n_5d072ea3e4b0985c419ff17d
[5] https://www.jpost.com/Middle-East/Iran-News/UN-officials-US-is-planning-a-tactical-assault-in-Iran-592832
[4] https://twitter.com/soledadobrien/status/1140326510672453634
[3] https://www.nytimes.com/2019/06/14/world/middleeast/oil-tanker-attack-gulf-oman.html
[3] https://thehill.com/homenews/media/448869-scarborough-what-a-joke-for-pompeo-to-say-foxs-wallace-asks-ridiculous
[3] https://www.nbcnews.com/news/world/pompeo-meet-u-s-commanders-amid-growing-crisis-iran-n1018356?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.youtube.com/watch?v=wYeMBpAkOko&feature=share


Top URLs in Tweet in G2:
[6] https://sputniknews.com/business/20190617/1075917695/india-braces-tough-time-pompeo.html?utm_source=short_direct&utm_medium=short_url&utm_content=mFs2&utm_campaign=URL_shortening
[3] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.c1aaed2b8b42
[2] https://www.youtube.com/watch?v=xvbda4FYyWM&feature=youtu.be

[2] https://www.washingtonpost.com/world/saudi-crown-prince-blames-iran-for-tanker-attacks-as-tensions-soar/2019/06/16/7eeb43ca-900c-11e9-b162-8f6f41ec3c04_story.html
[2] https://www.youtube.com/watch?v=wYeMBpAkOko&feature=youtu.be

[2] https://sputniknews.com/business/201906171075917695-india-braces-tough-time-pompeo/
[2] https://www.youtube.com/watch?v=r5NkAnmhP1w&feature=youtu.be

[1] https://twitter.com/LindseyGrahamSC/status/1140713534533320704
[1] https://www.theepochtimes.com/pompeo-tries-rallying-foreign-leaders-in-alleged-oil-attacks_2966321.html
[1] https://www.theepochtimes.com/pompeo-says-iran-behind-oil-tanker-attacks-citing-intelligence_2962287.html

Top URLs in Tweet in G3:
[1] https://www.cnn.com/2019/06/13/politics/us-images-iranian-boat-removing-mine/index.html
[1] https://twitter.com/atrupar/status/1140296627011371008
[1] https://twitter.com/CharlesPPierce/status/1140362135941320710
[1] http://tweetedtimes.com/#!/dbhasin
[1] https://talkingpointsmemo.com/news/scarborough-pompeo-fool-trump
[1] https://www.cbsnews.com/news/transcript-secretary-of-state-mike-pompeo-on-face-the-nation-june-16-2019/

Top URLs in Tweet in G4:
[2] https://twitter.com/ashleyrparker/status/1139511863669075969
[2] https://twitter.com/AP/status/1139391635945451520
[1] https://www.nbcnews.com/news/world/japanese-tanker-owner-contradict-u-s-officials-over-explosives-used-n1017556
[1] https://news.yahoo.com/trump-pompeo-bolton-want-uk-121809909.html
[1] https://twitter.com/FaceTheNation/status/1140333259005595648
[1] https://twitter.com/RukhnamaLives/status/1140695473726119938
[1] https://www.nbcnews.com/think/opinion/trump-blames-iran-tanker-attacks-let-s-be-skeptical-his-ncna1017591

Top URLs in Tweet in G5:
[2] https://www.nytimes.com/2019/03/30/us/politics/pompeo-christian-policy.html
[1] https://www.youtube.com/watch?v=8cS-108JKls&feature=youtu.be


Top URLs in Tweet in G6:
[12] https://twitter.com/reuters/status/1139312892082380800
[2] https://medium.com/@caityjohnstone/seven-reasons-to-be-highly-skeptical-of-the-gulf-of-oman-incident-48958389f53e
[2] https://twitter.com/gesfandiari/status/1139242206370435072
[1] http://bit.ly/2KT6BLD
[1] https://cnn.it/2Zuv2mZ
[1] https://twitter.com/marmar_cpa/status/1139528113958916096
[1] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2019/06/13/deja-vu-iraq-war-lies-mike-pompeo-blames-iran-tanker-attack-without-single-shred%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1
[1] https://twitter.com/business/status/1139417969035902976
[1] https://sputniknews.com/middleeast/201906131075844235-russia-warns-against-attempts-to-blame-iran-for-tanker-incident/
[1] https://twitter.com/khoshbakht_a/status/1139239887435997184

Top URLs in Tweet in G7:
[127] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.0f70bd1366c2
[5] https://www.nbcnews.com/news/world/pompeo-meet-u-s-commanders-amid-growing-crisis-iran-n1018356
[3] https://thehill.com/policy/defense/448800-pompeo-on-oil-tanker-attacks-its-unmistakable-what-happened-here
[1] https://www.realclearpolitics.com/video/2019/06/16/chris_wallace_grills_mike_pompeo_is_accepting_pppo_research_from_a_foreign_government_right_or_wrong.html
[1] https://www.theguardian.com/us-news/2018/jun/30/rudy-giuliani-mek-iran-paris-rally
[1] https://twitter.com/WajahatAli/status/1140355855264747522

Top URLs in Tweet in G8:
[3] https://twitter.com/marcorubio/status/1140300687563264000
[1] https://www.nytimes.com/2019/06/13/us/politics/oil-tanker-attack-pompeo.html?smid=nytcore-ios-share
[1] https://www.ncr-iran.org/en/news/terrorism-fundamentalism/26332-pompeo-says-u-s-will-act-to-deter-iranian-regime-from-attacks-in-the-gulf
[1] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.0f70bd1366c2
[1] https://twitter.com/USAmbIsrael/status/1140284207673090048
[1] https://www.yahoo.com/news/trump-administration-providing-false-information-124247066.html?.tsrc=fauxdal
[1] https://twitter.com/WajahatAli/status/1140355855264747522
[1] https://trib.al/Mrg9TUk
[1] https://amp.elnuevoherald.com/noticias/mundo/america-latina/cuba-es/article231494853.html?__twitter_impression=true

Top URLs in Tweet in G9:
[5] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/
[5] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?utm_term=.509722be87b3
[3] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.0f70bd1366c2
[3] https://www.mcclatchydc.com/news/nation-world/national/article208630194.html
[2] https://twitter.com/julianborger/status/1110206920839839744
[2] https://www.usatoday.com/story/news/world/2019/05/03/donald-trump-putin-not-meddling-venezuela-contradicts-pompeo-bolton/1090693001/
[1] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?utm_term=.a30bbeb73897
[1] https://twitter.com/AaronBlake/status/1140673619967795201
[1] https://www.vox.com/2019/6/14/18678809/usa-iran-war-aumf-911-trump-pompeo?utm_campaign=alexwardvox&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.26025362341f

Top URLs in Tweet in G10:
[1] https://twitter.com/atrupar/status/1140296627011371008
[1] https://twitter.com/2HawkEye2020/status/1139532777668382720
[1] https://www.washingtonpost.com/politics/2019/06/17/how-dare-you-ask-mike-pompeo-that-question/?tid=ss_tw&utm_term=.0f70bd1366c2

Top Domains
Top Domains in Tweet in Entire Graph:
[226] twitter.com
[193] washingtonpost.com
[100] youtube.com
[51] nbcnews.com
[30] trib.al
[25] thehill.com
[22] dailykos.com
[21] talkingpointsmemo.com
[21] washingtontimes.com
[21] huffpost.com

Top Domains in Tweet in G1:
[87] twitter.com
[20] dailykos.com
[19] youtube.com
[16] nbcnews.com
[12] washingtonpost.com
[8] nytimes.com
[8] jpost.com
[8] huffpost.com
[5] yahoo.com
[5] thehill.com

Top Domains in Tweet in G2:
[10] twitter.com
[10] washingtonpost.com
[8] sputniknews.com
[7] youtube.com
[2] theepochtimes.com
[2] state.gov
[2] ronpaulinstitute.org
[2] yahoo.com
[2] anca.org
[1] talkingpointsmemo.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] cnn.com
[1] tweetedtimes.com
[1] talkingpointsmemo.com
[1] cbsnews.com

Top Domains in Tweet in G4:
[6] twitter.com
[2] nbcnews.com
[1] yahoo.com

Top Domains in Tweet in G5:
[2] nytimes.com
[1] youtube.com

Top Domains in Tweet in G6:
[18] twitter.com
[2] medium.com
[1] bit.ly
[1] cnn.it
[1] shareaholic.com
[1] sputniknews.com

Top Domains in Tweet in G7:
[127] washingtonpost.com
[5] nbcnews.com
[3] thehill.com
[1] realclearpolitics.com
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] nytimes.com
[1] ncr-iran.org
[1] washingtonpost.com
[1] yahoo.com
[1] trib.al
[1] elnuevoherald.com

Top Domains in Tweet in G9:
[15] washingtonpost.com
[3] twitter.com
[3] mcclatchydc.com
[2] vox.com
[2] usatoday.com
[1] talkingpointsmemo.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[151] trump
[144] pompeo
[139] iran
[136] nowarwithiran
[49] salviniusa
[30] bolton
[28] salvini
[23] ایران
[19] آمریکا
[17] mikepompeo



Top Hashtags in Tweet in G1:
[27] pompeo
[19] iran
[13] trump
[4] news
[4] minister
[3] bolton
[3] mikepompeo
[3] iranwar
[3] sixwordhorror
[3] salvini

Top Hashtags in Tweet in G2:
[48] salviniusa
[42] iran
[22] pompeo
[10] fns
[8] truth
[7] foxnews
[6] usa
[6] nowarwithiran
[6] india
[6] trump

Top Hashtags in Tweet in G3:
[4] pompeo
[4] christiansupremacist
[1] drumsofwar
[1] fakenews
[1] enemyofthepeople

Top Hashtags in Tweet in G4:
[1] oiltanker
[1] gulfofoman
[1] pompeo

Top Hashtags in Tweet in G6:
[12] iran
[3] pompeo
[1] dontattackiran

Top Hashtags in Tweet in G7:
[2] trump
[1] trumpliesmatter
[1] mondaymotivation
[1] truth
[1] pompeo

Top Hashtags in Tweet in G8:
[11] irgc
[4] pompeo
[2] nowarwithiran
[2] liarinchief
[1] iran
[1] wagthedog2019
[1] kansas
[1] liar
[1] littlemarco
[1] trumplies

Top Hashtags in Tweet in G10:
[1] trump
[1] nowarwithiran
[1] iran

Top Words
Top Words in Tweet in Entire Graph:
[4148] Words in Sentiment List#1: Positive
[5467] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[122221] Non-categorized Words
[131837] Total Words
[4258] pompeo
[1670] iran
[1314] trump
[1278] mike
[1120] war

Top Words in Tweet in G1:
[412] pompeo
[174] iran
[110] trump
[90] mike
[82] war
[77] s
[53] bolton
[38] attack
[36] tankers
[35] u

Top Words in Tweet in G2:
[298] pompeo
[198] secpompeo
[142] di
[135] iran
[123] mike
[117] stato
[101] il
[95] e
[93] realdonaldtrump
[91] matteosalvinimi

Top Words in Tweet in G3:
[368] pompeo
[355] atrupar
[291] mike
[288] wallace
[286] chris
[282] asks
[280] news
[279] fox
[278] sunday
[278] very

Top Words in Tweet in G4:
[283] pompeo
[260] iran
[258] juliettekayyem
[257] s
[254] tanker
[252] owner
[251] reason
[251] lie
[251] oil
[250] read

Top Words in Tweet in G5:
[260] pompeo
[258] moveon
[257] again
[256] trump
[256] trying
[256] once
[256] push
[256] war
[256] ve
[256] heard

Top Words in Tweet in G6:
[198] pompeo
[167] mike
[149] cia
[148] director
[88] lied
[88] cheated
[88] entire
[87] garlandnixon
[87] stole
[87] training

Top Words in Tweet in G7:
[180] jrubinblogger
[128] obnoxious
[127] ultimately
[127] chips
[127] down
[127] lacks
[127] credibility
[127] congress
[127] allies
[73] pompeo

Top Words in Tweet in G8:
[193] marcorubio
[185] pompeo
[89] trump
[53] believe
[53] bolton
[48] intelligence
[44] lying
[40] t
[40] war
[36] iran

Top Words in Tweet in G9:
[149] aaronblake
[111] pompeo
[87] t
[85] don
[83] washington
[83] piece
[83] silliness
[82] play
[82] ticky
[82] tack

Top Words in Tweet in G10:
[126] pompeo
[116] iran
[102] s
[101] georgetakei
[99] scary
[99] issue
[99] assertion
[99] responsible
[99] bombing
[99] tankers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1206] mike,pompeo
[435] pompeo,s
[368] trump,pompeo
[331] chris,wallace
[309] fox,news
[302] oil,tanker
[297] wallace,asks
[294] bolton,pompeo
[291] news,sunday
[289] very,straightforward

Top Word Pairs in Tweet in G1:
[88] mike,pompeo
[30] u,s
[18] gulf,oman
[18] pompeo,bolton
[18] pompeo,s
[18] secretary,state
[18] pompeo,meet
[17] meet,u
[17] s,commanders
[17] commanders,amid

Top Word Pairs in Tweet in G2:
[117] di,stato
[117] mike,pompeo
[67] il,segretario
[66] segretario,di
[62] dipartimento,di
[48] ora,italiana
[47] stato,e
[47] italiana,vi
[47] pompeo,secpompeo
[46] grazie,dipartimento

Top Word Pairs in Tweet in G3:
[287] mike,pompeo
[284] chris,wallace
[281] wallace,asks
[279] fox,news
[278] news,sunday
[278] very,straightforward
[277] straightforward,questions
[277] questions,regarding
[276] sunday,mike
[276] pompeo,nearly

Top Word Pairs in Tweet in G4:
[253] pompeo,s
[250] read,party
[250] party,reason
[250] reason,lie
[250] lie,owner
[250] owner,oil
[250] oil,tanker
[250] tanker,disputing
[250] disputing,key
[250] key,elements

Top Word Pairs in Tweet in G5:
[256] trump,pompeo
[256] pompeo,trying
[256] trying,once
[256] once,again
[256] again,push
[256] push,war
[256] war,ve
[256] ve,heard
[256] heard,before
[256] before,t

Top Word Pairs in Tweet in G6:
[166] mike,pompeo
[148] cia,director
[88] lied,cheated
[87] director,lied
[87] cheated,stole
[87] stole,entire
[87] entire,training
[87] training,courses
[87] courses,mike
[87] pompeo,islamic

Top Word Pairs in Tweet in G7:
[127] obnoxious,ultimately
[127] ultimately,chips
[127] chips,down
[127] down,lacks
[127] lacks,credibility
[127] credibility,congress
[127] congress,allies
[126] jrubinblogger,obnoxious
[47] jrubinblogger,pompeo
[45] pompeo,gets

Top Word Pairs in Tweet in G8:
[33] pompeo,bolton
[22] don,t
[21] trump,pompeo
[21] montyboa99,marcorubio
[20] believe,pompeo
[18] t,trust
[18] pompeo,lying
[18] mike,pompeo
[16] haven't,heard
[15] 4evernevertrump,marcorubio

Top Word Pairs in Tweet in G9:
[85] don,t
[83] washington,piece
[83] piece,silliness
[82] silliness,don
[82] t,play
[82] play,ticky
[82] ticky,tack
[82] tack,make
[82] make,political
[82] political,football

Top Word Pairs in Tweet in G10:
[99] scary,issue
[99] issue,pompeo
[99] pompeo,s
[99] s,assertion
[99] assertion,iran
[99] iran,responsible
[99] responsible,bombing
[99] bombing,tankers
[99] tankers,gulf
[99] gulf,american

Top Replied-To
Top Replied-To in Entire Graph:
@marcorubio
@realdonaldtrump
@atrupar
@secpompeo
@soledadobrien
@parkse
@jrubinblogger
@washingtonpost
@lindseygrahamsc
@chrislhayes

Top Replied-To in G1:
@crlnews

Top Replied-To in G2:
@realdonaldtrump
@secpompeo
@lindseygrahamsc
@matteosalvinimi
@foxnewssunday
@plaid_pompeo
@senatorwicker
@giobalism
@davidcorndc
@marcorubio

Top Replied-To in G3:
@atrupar
@chipgro
@facethenation
@sccollier
@maryannkay
@lindseygrahamsc
@nicoleperlroth
@readeradrift
@gosilent
@b52malmet

Top Replied-To in G4:
@juliettekayyem
@paulkrugman
@joshtpm
@tparsi
@brooklynmarie
@maddow
@jacksondiehl
@nbcnewsthink
@amichaistein1

Top Replied-To in G5:
@moveon

Top Replied-To in G6:
@m_hass40

Top Replied-To in G7:
@jrubinblogger
@adamweinstein
@therynheart
@axios
@craigunger
@marcorubio

Top Replied-To in G8:
@marcorubio
@khwalz
@4evernevertrump
@threadreaderapp
@urocklive1
@linmp1031
@benjaminnorton
@paulhtalk
@mariodb

Top Replied-To in G9:
@aaronblake
@johnjharwood
@ian56789
@haddy54harriet
@den7one
@tvietor08

Top Replied-To in G10:
@georgetakei
@1ironman2020
@wildonnelly
@rgoodlaw
@seattlesportspt

Top Mentioned
Top Mentioned in Entire Graph:
@atrupar
@moveon
@juliettekayyem
@secpompeo
@jrubinblogger
@aaronblake
@in_pubs
@marcorubio
@georgetakei
@garlandnixon

Top Mentioned in G1:
@__bahtiyar
@pragmatiker13
@lulabelldesigns
@multistagecorre
@anthonyo_dali
@franciscoj170
@danonmaga
@amityuground

Top Mentioned in G2:
@secpompeo
@matteosalvinimi
@statedept
@realdonaldtrump
@lumorisi
@epochtimes
@shoebridgec
@lindseygrahamsc
@foxnewssunday
@alivaez

Top Mentioned in G3:
@atrupar
@chipgro
@sentomcotton
@margbrennan
@bschapiromd
@readeradrift
@b52malmet
@ushadrons
@bmccoy06_the
@julian_moffit

Top Mentioned in G4:
@juliettekayyem
@tparsi
@nbcnewsthink
@atrupar
@maxboot
@nbc
@realdonaldtrump
@facethenation
@adamweinstein
@thomaswright08

Top Mentioned in G5:
@moveon
@juliettekayyem
@atrupar
@ilhanmn
@mattyscrape

Top Mentioned in G6:
@garlandnixon
@sahouraxo
@caitoz
@sinatoossi
@crowdvbank
@garethporter
@neilclark66
@mtracey
@stwuk
@negarmortazavi

Top Mentioned in G7:
@jrubinblogger
@yougivemefever7
@aaronblake
@chiefster16
@therynheart
@loonyberg
@craigunger
@secofstate7o
@moveon
@monaheart1229

Top Mentioned in G8:
@marcorubio
@montyboa99
@4evernevertrump
@cathyjoegpt
@d1vinman
@ginnymac55
@gop
@khwalz
@americanist4u
@emcconnell96

Top Mentioned in G9:
@aaronblake
@riegerreport
@thefix
@eenaruffini
@jrubinblogger
@juliettekayyem
@alexwardvox
@mjk_4mjk
@dandrezner
@cathleendecker

Top Mentioned in G10:
@georgetakei
@1ironman2020
@rgoodlaw
@paulaptlb
@jdawsey1
@realdonaldtrump
@jrubinblogger
@manx38
@in_pubs
@lexstar

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@occuworld
@missb62
@robinsnewswire
@eluniversal
@phildecarolis
@commonpatriot
@venezolanonews
@gottalaff

Top Tweeters in G1:
@occuworld
@robinsnewswire
@venezolanonews
@globalissuesweb
@atodomomento_
@agenparl
@descifradocom
@darkdarky
@vzla_bizarraofi
@timesnow

Top Tweeters in G2:
@caraotadigital
@alianzave
@paxnostrum
@dcexaminer
@rosenthalellery
@takinyera
@sandralhanlon
@terrigreenusa
@rocky1542
@pgmckim

Top Tweeters in G3:
@boandsunny
@b52malmet
@ambode33
@kchernecky
@dash_bandy
@middleamericams
@katrinahagen2
@paulbaidoa
@legant66
@bradparker_

Top Tweeters in G4:
@stetayen
@jrbkjrbk
@burnettcynthia
@demfromct
@corinneam
@jmoon901
@can_ada
@jhcpw
@tckalways
@dclascelle

Top Tweeters in G5:
@toliro
@broomstick33
@miyamaeyukari
@somaliweynta
@cadetkb
@momness1
@samches
@msrose2343
@joonsgooz
@gregfahlgren

Top Tweeters in G6:
@whirlwindwisdom
@bobsmithwalker
@amborin
@jacobsberg
@moxlonge
@absonjill
@stacyherbert
@gig_42
@sixfieldssid
@drpeterlang

Top Tweeters in G7:
@cblazblaz
@hockeyfangirl12
@wsscherk
@serpentine202
@jebocanegra1
@thomasjankow
@carriesweet2017
@now_justice
@daveweigel
@titijojo

Top Tweeters in G8:
@threadreaderapp
@karolcummins
@matbo2
@linmp1031
@snarkytoes
@winetast3r
@cathyjoegpt
@moscow_a_lago
@intenseca
@kattykissem

Top Tweeters in G9:
@missb62
@gottalaff
@argojournal
@penny_g
@shareitarie10
@evcoc54
@weskusgogga
@freehawk
@bobsarmymom
@mrspc48

Top Tweeters in G10:
@newyorker2212
@manx38
@flyhyland
@lyndablooms
@lotsofuss
@dragonwitch
@nhlabor_news
@fredric_wertham
@shurtis123
@heatherfieldmom