signals intelligence, Twitter, 2/11/2023 7:22:29 PM, 289170


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signals intelligence_2023-02-11_11-12-01.xlsx
signals intelligence_2023-02-11_11-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2023
Short Description:
signals intelligence via NodeXL https://bit.ly/3jNSgUT
@igorsushko
@angry_staffer
@jackdetsch
@bkj741
@cnn
@augtamara
@gop
@washingtonpost
@nbcnews
@georgevsilva

Top hashtags:
#china
#chinesespyballoon
#us
#spyballoon
#breaking
#ukraine
#ai
#oxro
#chinese

Description:
Description
The graph represents a network of 5,888 Twitter users whose recent tweets contained "signals intelligence", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 19:15 UTC.

The tweets in the network were tweeted over the 2643-day, 6-hour, 16-minute period from Monday, 16 November 2015 at 18:06 UTC to Saturday, 11 February 2023 at 00:22 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5888
Unique Edges : 2719
Edges With Duplicates : 8683
Total Edges : 11402
Number of Edge Types : 9
Retweet : 2953
MentionsInRetweet : 3193
Quote : 62
Tweet : 1353
Replies to : 1236
MentionsInReplyTo : 2293
MentionsInQuote : 30
Mentions : 276
MentionsInQuoteReply : 6
Self-Loops : 1626
Reciprocated Vertex Pair Ratio : 0.0215014577259475
Reciprocated Edge Ratio : 0.0420977524081341
Connected Components : 1315
Single-Vertex Connected Components : 773
Maximum Vertices in a Connected Component : 2478
Maximum Edges in a Connected Component : 5565
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.344396
Graph Density : 0.000161730249407316
Modularity : 0.528062
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,888 Twitter users whose recent tweets contained "signals intelligence", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 19:15 UTC.

The tweets in the network were tweeted over the 2643-day, 6-hour, 16-minute period from Monday, 16 November 2015 at 18:06 UTC to Saturday, 11 February 2023 at 00:22 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : signals intelligence
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:
[111] https://theprint.in/world/us-official-says-chinese-balloon-was-capable-of-conducting-signals-intelligence-collection-operations-report/1364703/
[104] https://www.nbcnews.com/politics/national-security/chinese-spy-balloon-carried-multiple-antennas-collecting-signals-intel-rcna69898
[74] https://www.firstpost.com/world/us-says-chinese-military-behind-vast-aerial-spy-program-12132772.html
[72] https://apnews.com/article/chinese-balloon-military-involvement-e45c759cb00294e83989fa35970935bc
[18] https://www.cnbc.com/2023/02/09/chinese-spy-balloon-carried-multiple-antennas-for-collecting-signals-intelligence-state-dept-says.html?__source=sharebar|twitter&par=sharebar
[14] https://twitter.com/AlexandruC4/status/1623829141781880832/photo/1
[13] https://www.cnn.com/2023/02/09/politics/spy-balloon-technology/index.html
[12] https://www.trade-ideas.com/?transaction_id=102826909b4af4e6931abe860cece8&offer_id=6&aff_id=1780
[9] https://twitter.com/Pismo_B/status/1623789107708313600/photo/1
[9] https://dailytechtop.com/us-says-china-balloon-could-collect-intelligence-signals-the-denver-post/

Top URLs in Tweet in G1:
[99] https://theprint.in/world/us-official-says-chinese-balloon-was-capable-of-conducting-signals-intelligence-collection-operations-report/1364703/
[74] https://www.firstpost.com/world/us-says-chinese-military-behind-vast-aerial-spy-program-12132772.html
[43] https://www.nbcnews.com/politics/national-security/chinese-spy-balloon-carried-multiple-antennas-collecting-signals-intel-rcna69898
[32] https://apnews.com/article/chinese-balloon-military-involvement-e45c759cb00294e83989fa35970935bc
[9] https://dailytechtop.com/us-says-china-balloon-could-collect-intelligence-signals-the-denver-post/
[9] https://dailytechtop.com/us-says-china-balloon-could-collect-intelligence-signals-twin-cities/
[6] https://www.cnn.com/2023/02/09/politics/spy-balloon-technology/index.html
[6] https://www.washingtonpost.com/national-security/2023/02/09/chinese-balloon-surveillance-program/
[6] https://www.cnbc.com/2023/02/09/chinese-spy-balloon-carried-multiple-antennas-for-collecting-signals-intelligence-state-dept-says.html?__source=sharebar|twitter&par=sharebar
[5] https://www.cnn.com/2023/02/09/politics/spy-balloon-technology

Top URLs in Tweet in G2:
[2] https://www.kcci.com/article/china-spy-balloon-intelligence-signals/42815073?utm_campaign=snd-autopilot
[1] https://www.washingtonpost.com/national-security/2023/02/09/chinese-balloon-surveillance-program/?pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJpZCI6IjQ3NjM4NjkwIiwicmVhc29uIjoiZ2lmdCIsIm5iZiI6MTY3NTkxODgwMCwiaXNzIjoic3Vic2NyaXB0aW9ucyIsImV4cCI6MTY3NzIxNDc5OSwiaWF0IjoxNjc1OTE4ODAwLCJqdGkiOiJjMWY0NjZiMi05MjQ5LTQwMmYtYjk2MS0wMDk5NjBhNGRjMjIiLCJ1cmwiOiJodHRwczovL3d3dy53YXNoaW5ndG9ucG9zdC5jb20vbmF0aW9uYWwtc2VjdXJpdHkvMjAyMy8wMi8wOS9jaGluZXNlLWJhbGxvb24tc3VydmVpbGxhbmNlLXByb2dyYW0vIn0.p-lzvhaBrxzmhOVMm_4JgXkgjLIzL1eHKxjnOUdbZ0M&itid=gfta
[1] https://www.kcci.com/article/china-spy-balloon-intelligence-signals/42815073

Top URLs in Tweet in G3:
[2] https://www.nbcnews.com/politics/national-security/chinese-spy-balloon-carried-multiple-antennas-collecting-signals-intel-rcna69898
[1] https://www.telegraph.co.uk/world-news/2023/02/03/exclusive-german-football-coach-unmasked-russian-double-agent/
[1] https://theprint.in/world/us-official-says-chinese-balloon-was-capable-of-conducting-signals-intelligence-collection-operations-report/1364703/

Top URLs in Tweet in G4:
[1] https://twitter.com/JatIkhwan/status/1621433021625663489

Top URLs in Tweet in G5:
[14] https://twitter.com/AlexandruC4/status/1623829141781880832/photo/1
[4] https://www.nbcnews.com/politics/national-security/chinese-spy-balloon-carried-multiple-antennas-collecting-signals-intel-rcna69898
[1] https://twitter.com/wesleysmorgan/status/1624056118585487371
[1] https://www.cnn.com/2023/02/10/politics/us-balloon-tracking-method/index.html
[1] https://www.washingtonpost.com/national-security/2023/02/10/us-special-operations-ukraine-surrogate-program/?pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJpZCI6IjQ1MDk3NjkiLCJyZWFzb24iOiJnaWZ0IiwibmJmIjoxNjc2MDA1MjAwLCJpc3MiOiJzdWJzY3JpcHRpb25zIiwiZXhwIjoxNjc3MzAxMTk5LCJpYXQiOjE2NzYwMDUyMDAsImp0aSI6IjU0MmZiZDhhLTAyOTAtNGUxYS04Mzk4LWY1OWViODZiOWM1YSIsInVybCI6Imh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS9uYXRpb25hbC1zZWN1cml0eS8yMDIzLzAyLzEwL3VzLXNwZWNpYWwtb3BlcmF0aW9ucy11a3JhaW5lLXN1cnJvZ2F0ZS1wcm9ncmFtLyJ9.L_QNMvPTIXBmukA1XtKQ9I-0Rl1HTSBk1lLZondwOyc&itid=gfta
[1] https://www.smh.com.au/world/europe/the-software-giant-warning-ukraine-where-russia-plans-to-strike-20230122-p5cejx.html
[1] https://topsecretumbra.substack.com/p/yourint-sitrep-09-feb-2023

Top URLs in Tweet in G6:
[34] https://www.nbcnews.com/politics/national-security/chinese-spy-balloon-carried-multiple-antennas-collecting-signals-intel-rcna69898
[2] https://www.politico.com/news/2023/02/09/u-s-to-explore-punishing-china-over-spy-balloon-official-says-00082015
[2] https://www.wdsu.com/article/china-spy-balloon-intelligence-signals/42815073?utm_campaign=snd-autopilot
[2] https://apnews.com/article/chinese-balloon-military-involvement-e45c759cb00294e83989fa35970935bc
[1] https://trib.al/1YdFYEI
[1] https://trib.al/n7mBNY8
[1] https://twitter.com/NBCNightlyNews/status/1623841830889553920/video/1
[1] https://twitter.com/therecount/status/1622242540387799042/video/1
[1] https://twitter.com/MeetThePress/status/1622238518490664963/video/1
[1] https://twitter.com/MeetThePress/status/1623796748127813632/video/1

Top URLs in Tweet in G7:
[1] https://www.msnbc.com/rachel-maddow-show/maddowblog/pentagon-shoots-chinese-balloon-gop-claims-day-rcna69273?cid=sm_npd_ms_tw_ma&taid=63e47a6e69067d0001ccbddc&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[1] https://trib.al/iHsOkcO
[1] https://twitter.com/MSNBC/status/1623720996325687296/video/1
[1] https://www.usatoday.com/story/news/politics/2023/02/09/china-spy-balloon-sought-us-communications-state-department/11219163002/
[1] https://www.cbsnews.com/news/chinese-spy-balloon-equipment-intelligence-equipment/?ftag=CNM-00-10aab7e&linkId=200787680
[1] https://www.mynews13.com/fl/orlando/news/2023/02/08/officials-china-spy-balloons-larger-program
[1] https://www.cbsnews.com/news/chinese-spy-balloon-equipment-intelligence-equipment/
[1] https://www.msnbc.com/jose-diaz-balart/watch/chinese-balloon-contained-antennas-capable-of-collecting-signals-intelligence-162980421623

Top URLs in Tweet in G8:
[2] https://twitter.com/rockfish31/status/1623718363825573888
[1] https://www.cnn.com/2023/02/09/politics/spy-balloon-technology/index.html
[1] https://www.stripes.com/theaters/us/2023-02-09/china-balloon-spying-communications-9089164.html
[1] https://www.thetimes.co.uk/article/chinese-spy-balloon-was-clearly-for-surveillance-us-says-8fsk0bc6d?utm_medium=Social&utm_source=Twitter#Echobox=1675967029

Top URLs in Tweet in G9:
[2] https://twitter.com/BAIZUOPatrol/status/1623910033082961920/photo/1
[1] https://twitter.com/RepMTG/status/1622674379158036524/video/1
[1] https://twitter.com/RepMTG/status/1623529234613563394/video/1
[1] https://www.wsj.com/articles/chinese-spy-balloon-biden-administration-trump-administration-pentagon-glen-vanherck-11675724569?mod=MorningEditorialReport&mod=djemMER_h
[1] https://twitter.com/MarshaBlackburn/status/1623767295959990272/video/1
[1] https://twitter.com/RepMattGaetz/status/1621575003790622721/video/1
[1] https://twitter.com/RepMattGaetz/status/1621575003790622721
[1] https://www.theatlantic.com/international/archive/2023/02/chinese-spy-balloon-incident-china-west-divide/673011/
[1] https://trib.al/t8eH7Or
[1] https://twitter.com/BBCWorld/status/1621493797665267713/video/1

Top URLs in Tweet in G10:
[1] https://www.cbsnews.com/news/chinese-spy-balloon-equipment-intelligence-equipment/?ftag=CNM-00-10aab8d&linkId=200816500
[1] https://www.cbsnews.com/news/chinese-spy-balloon-equipment-intelligence-equipment/?linkId=200907569
[1] https://twitter.com/CBSMornings/status/1624025718807052289/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[467] twitter.com
[114] nbcnews.com
[111] theprint.in
[90] apnews.com
[74] firstpost.com
[43] msn.com
[34] trib.al
[28] cnn.com
[25] cnbc.com
[18] youtube.com

Top Domains in Tweet in G1:
[99] theprint.in
[74] firstpost.com
[73] twitter.com
[50] nbcnews.com
[44] apnews.com
[26] msn.com
[18] dailytechtop.com
[17] cnn.com
[10] cnbc.com
[9] trib.al

Top Domains in Tweet in G2:
[3] kcci.com
[1] washingtonpost.com

Top Domains in Tweet in G3:
[2] nbcnews.com
[1] co.uk
[1] theprint.in

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

Top Domains in Tweet in G5:
[15] twitter.com
[4] nbcnews.com
[1] cnn.com
[1] washingtonpost.com
[1] com.au
[1] substack.com

Top Domains in Tweet in G6:
[34] nbcnews.com
[6] twitter.com
[2] trib.al
[2] politico.com
[2] wdsu.com
[2] apnews.com
[1] msn.com
[1] washingtonpost.com
[1] cnn.com
[1] com.au

Top Domains in Tweet in G7:
[2] msnbc.com
[2] cbsnews.com
[1] trib.al
[1] twitter.com
[1] usatoday.com
[1] mynews13.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] cnn.com
[1] stripes.com
[1] co.uk

Top Domains in Tweet in G9:
[14] twitter.com
[2] theatlantic.com
[1] wsj.com
[1] trib.al
[1] youtube.com
[1] nsa.gov
[1] msn.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] china
[75] chinesespyballoon
[67] us
[48] spyballoon
[31] breaking
[27] ukraine
[21] ai
[21] oxro
[18] chinese
[14] chinaballoon



Top Hashtags in Tweet in G1:
[15] china
[14] chinesespyballoon
[11] us
[8] spyballoon
[6] intelligence
[6] ai
[6] chinaspyballoon
[5] chineseballoon
[5] chinaballoon
[4] balloon

Top Hashtags in Tweet in G2:
[1] chinaspyballoon
[1] formorenews
[1] chinaballoon
[1] spyballoon

Top Hashtags in Tweet in G3:
[1] russia
[1] ukraine

Top Hashtags in Tweet in G6:
[7] spyballoon
[3] 60seconds
[2] chinesespyballoon
[2] china
[1] mtpnow
[1] msnbc
[1] opreassurance
[1] democratsdeliver
[1] biden
[1] joebiden

Top Hashtags in Tweet in G9:
[1] sotu
[1] chinesespyballoon
[1] chinesespyballon

Top Words
Top Words in Tweet in Entire Graph:
[3759] signals
[3737] intelligence
[2740] balloon
[1486] spy
[1433] chinese
[1169] capable
[1000] china
[888] collect
[689] down
[571] collecting

Top Words in Tweet in G1:
[731] balloon
[724] intelligence
[696] signals
[379] china
[369] collect
[303] chinese
[280] spy
[226] surveillance
[215] administration
[199] capable

Top Words in Tweet in G2:
[410] signals
[406] capable
[400] coming
[400] patreon
[400] folks
[400] chat
[400] information
[400] night
[400] angry_staffer
[400] week

Top Words in Tweet in G3:
[359] intelligence
[344] igorsushko
[344] bnd
[343] tasked
[343] within
[343] spies
[343] foreign
[343] department
[343] candidates
[343] head

Top Words in Tweet in G4:
[324] signalling
[163] tell
[162] way
[162] one
[162] wealth
[162] worthy
[162] flaunting
[162] attention
[162] others
[161] display

Top Words in Tweet in G5:
[167] intelligence
[157] signals
[138] spy
[136] chinese
[135] collect
[118] balloon's
[118] transmit
[118] unit
[118] ability
[118] passed

Top Words in Tweet in G6:
[172] signals
[160] balloon
[135] chinese
[128] collecting
[125] spy
[116] capable
[111] nbcnews
[90] multiple
[90] antennas
[79] days

Top Words in Tweet in G7:
[124] balloon
[88] spy
[85] high
[78] chinese
[59] capable
[58] over
[56] tech
[56] down
[56] last
[56] weekend

Top Words in Tweet in G8:
[98] signals
[91] intelligence
[88] capable
[87] balloon
[84] spy
[84] chinese
[79] conducting
[77] collection
[77] antennas
[77] multiple

Top Words in Tweet in G9:
[63] intelligence
[63] signals
[47] balloon
[28] china
[24] traffic
[23] chinese
[23] down
[20] spy
[16] over
[15] repmtg

Top Words in Tweet in G10:
[97] balloon
[96] chinese
[95] spy
[73] signals
[71] intelligence
[71] collect
[70] antennas
[70] locating
[70] geo
[70] leslibless

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1503] signals,intelligence
[936] spy,balloon
[924] chinese,spy
[712] collect,intelligence
[618] intelligence,signals
[510] china,balloon
[438] shot,down
[435] capable,signals
[415] week,capable
[415] coming,week

Top Word Pairs in Tweet in G1:
[360] intelligence,signals
[345] collect,intelligence
[308] china,balloon
[231] signals,intelligence
[192] balloon,collect
[165] spy,balloon
[159] 40,countries
[157] more,40
[141] shot,down
[135] chinese,balloon

Top Word Pairs in Tweet in G2:
[400] patreon,chat
[400] night,information
[400] last,night
[400] information,coming
[400] week,capable
[400] folks,patreon
[400] chat,last
[400] coming,week
[400] capable,signals
[399] angry_staffer,folks

Top Word Pairs in Tweet in G3:
[343] bnd,foreign
[343] linke,head
[343] head,bnd
[343] foreign,intelligence
[343] spies,within
[343] vetting,candidates
[343] intelligence,department
[343] catching,spies
[343] carsten,linke
[343] candidates,catching

Top Word Pairs in Tweet in G4:
[162] worthy,attention
[162] signalling,tell
[162] way,signalling
[162] wealth,one
[162] tell,others
[162] attention,flaunting
[162] flaunting,wealth
[162] others,worthy
[162] one,way
[161] signalling,display

Top Word Pairs in Tweet in G5:
[132] intelligence,chinese
[122] chinese,spy
[118] signals,passed
[118] ability,transmit
[118] collect,intelligence
[118] transmit,signals
[118] spy,balloon's
[118] balloon's,ability
[117] jackdetsch,collect
[117] passed,unit

Top Word Pairs in Tweet in G6:
[127] collecting,signals
[118] chinese,spy
[118] spy,balloon
[90] capable,collecting
[90] multiple,antennas
[89] antennas,capable
[78] flew,above
[78] included,multiple
[78] above,eight
[78] days,included

Top Word Pairs in Tweet in G7:
[58] chinese,spy
[57] spy,balloon
[56] tech,equipment
[56] carried,high
[56] high,tech
[56] last,weekend
[56] balloon,shot
[56] shot,down
[56] equipment,capable
[56] weekend,carried

Top Word Pairs in Tweet in G8:
[90] signals,intelligence
[84] spy,balloon
[84] chinese,spy
[79] capable,conducting
[79] conducting,signals
[77] intelligence,collection
[77] multiple,antennas
[76] operations,multiple
[76] collection,operations
[76] balloon,capable

Top Word Pairs in Tweet in G9:
[32] signals,intelligence
[16] spy,balloon
[15] chinese,spy
[12] re,looking
[12] words,re
[12] traffic,leighton
[12] cnn,erin
[12] intelligence,words
[12] leighton,told
[12] phone,traffic

Top Word Pairs in Tweet in G10:
[95] spy,balloon
[95] chinese,spy
[71] signals,intelligence
[71] collect,signals
[70] antennas,collect
[70] intelligence,geo
[70] geo,locating
[70] equipped,multiple
[70] multiple,antennas
[70] balloon,equipped

Top Replied-To
Top Replied-To in Entire Graph:
@foxnews
@therickwilson
@repmtg
@anneapplebaum
@dc_draino
@laurenboebert
@actbrigitte
@itsjefftiedrich
@atrupar
@adamkinzinger

Top Replied-To in G2:
@michaelanewell_
@angry_staffer
@kccinews

Top Replied-To in G3:
@kimzetter
@jeffreystclair3
@igorsushko

Top Replied-To in G5:
@kitzeyes
@altnoaa
@jengriffinfnc
@20committee

Top Replied-To in G6:
@therecount
@meetthepress
@unoparadiso
@nbcnews
@jerome_gillain

Top Replied-To in G7:
@msnbc

Top Replied-To in G9:
@repmtg
@marshablackburn
@elonmusk
@jim_jordan
@repmattgaetz
@atensnut
@bbcworld
@chenweihua
@richardfmeyers1
@palan57

Top Replied-To in G10:
@leslibless

Top Mentioned
Top Mentioned in Entire Graph:
@angry_staffer
@igorsushko
@saifyakhtar
@jackdetsch
@nbcnews
@noampomsky
@kylieatwood
@leslibless
@thedeshbhakt
@marthameyveis

Top Mentioned in G1:
@c_coolidge
@bubbajonz
@tmsnbb
@jazzmanahn
@snddev
@okigo101
@x10sofarsogood
@3d_thomas
@jj56123
@grizzlyjoeshow

Top Mentioned in G2:
@angry_staffer
@mopeng
@utardolt
@kccinews

Top Mentioned in G3:
@igorsushko
@angry_staffer
@anachech
@ridt
@saishopkins
@edocent33
@victorishb123
@kimzetter
@graetz77gd

Top Mentioned in G4:
@saifyakhtar

Top Mentioned in G5:
@jackdetsch
@shashj
@alexandruc4
@altnoaa
@mrbigg450
@igorsushko
@kitzeyes
@guypbenson
@780thc
@msftsecintel

Top Mentioned in G6:
@nbcnews
@alexbward
@nbcnightlynews
@vagalau
@bevhoward40
@mitchellreports
@dave_brown24
@repmiketurner
@angry_staffer
@dmills8

Top Mentioned in G7:
@cbsnews
@usatoday
@msnbc
@maddowblog
@cbsmornings
@jackdetsch
@nbcnews
@mynews13
@igorsushko

Top Mentioned in G8:
@kylieatwood
@nameisnobu
@starsandstripes
@thetimes

Top Mentioned in G9:
@angelliangelo
@repmtg
@marshablackburn
@jim_jordan
@homelandgop
@secdef
@theatlantic
@speakermccarthy
@realmattcouch
@repmattgaetz

Top Mentioned in G10:
@leslibless
@cbsmornings

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@pulpnews
@sectest9
@filafresh
@alerttrade
@andyvermaut
@newsoneplace
@cybersecurityn8
@3novices
@kat4obama

Top Tweeters in G1:
@fkittlerbot
@pulpnews
@andyvermaut
@newsoneplace
@3novices
@globalissuesweb
@yasu_yasuno_sa
@isearch247
@donelichterman
@c_coolidge

Top Tweeters in G2:
@joanisparkles
@tottenbill
@billieo2
@sallyagale
@mrtachilles
@cathleenkucz
@redboybroken
@joanpennnative
@penny_g
@zentaoprincess

Top Tweeters in G3:
@pollsstar
@mog7546
@digyoursoul
@ydanasmithdutra
@silveira2906
@eclectelectric
@guzlomi
@mig30m6
@james_savage15
@mamurphymaureen

Top Tweeters in G4:
@zahidjoep
@emaneous
@dkamrl
@madmusaz
@ashorikxs
@faliahms
@adliamirullah
@daisyydahlia
@azri_akmal98
@l0lomu

Top Tweeters in G5:
@may_roma
@givemepie360
@ungubunugu1274
@anthropic
@clarinetwoman2
@paelarrastre
@vickimo08056436
@jamierjn
@barb_swan
@syawal

Top Tweeters in G6:
@orgetorix
@ginalawriw
@real_infinity95
@richfm39517086
@jorge_c_ny
@maryalicebisho2
@mackabiviper42
@tomflowers
@petchary
@andysugs

Top Tweeters in G7:
@jerseyboy0423
@netminnow
@arriadna
@soaprookie
@usatoday
@livelifezenful
@mayurpatel1661
@pablo_arreola
@cbsnews
@smokeyvera

Top Tweeters in G8:
@kanto2go
@naominakata
@inaxcenter
@kitokunohito
@misasagi_2013
@vail_visconti
@thekeeper2016
@cya_p
@urushizawa_t
@yukitokirishima

Top Tweeters in G9:
@kenkircher1
@jamchrisjoy
@zenman1550
@realmattcouch
@bbcworld
@mauiwahini
@replicantx6
@theatlantic
@sparklingwolf
@twitts4trump

Top Tweeters in G10:
@_silversmith
@donna_west
@becka73266384
@tc1776
@henshallharold
@wagenfire1
@arayaromaz
@bigredkitty7
@cbsnewyork
@saangus


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