10000 tweet IDs, Twitter, 1/15/2020 8:53:16 AM, 220028


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Q3 CSPAN since 2019-10-13
Q3 CSPAN since 2019-10-13
From:
Connected Action NodeXL-Reports
Uploaded on:
January 15, 2020
Short Description:
10000 tweet IDs via NodeXL http://bit.ly/2Nvzzlw
@cspan
@realdonaldtrump
@atrupar
@justinamash
@cspanwj
@speakerpelosi
@lindaleewhite
@senmikelee
@repadamschiff
@sharoncarbine

Top hashtags:
#impeachmenthearing
#trump
#impeachmenthearings
#impeachment
#trump2020

Description:
Description
The graph represents a network of 7,765 Twitter users whose recent tweets were included in a list of 10000 tweet IDs, or who were replied to or mentioned in those tweets. The network was obtained from Twitter on Tuesday, 14 January 2020 at 19:10 UTC.

The tweets in the network were tweeted over the 92-day, 3-hour, 23-minute period from Monday, 14 October 2019 at 01:22 UTC to Tuesday, 14 January 2020 at 04:45 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 : 7765
Unique Edges : 13562
Edges With Duplicates : 7662
Total Edges : 21224
Number of Edge Types : 5
MentionsInRetweet : 4414
Replies to : 3584
Retweet : 4308
Tweet : 1324
Mentions : 7594
Self-Loops : 1338
Reciprocated Vertex Pair Ratio : 0.00108430468961778
Reciprocated Edge Ratio : 0.00216626049282426
Connected Components : 378
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 7062
Maximum Edges in a Connected Component : 20572
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.636346
Graph Density : 0.000245026080050478
Modularity : 0.460989
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,765 Twitter users whose recent tweets were included in a list of 10000 tweet IDs, or who were replied to or mentioned in those tweets. The network was obtained from Twitter on Tuesday, 14 January 2020 at 19:10 UTC.

The tweets in the network were tweeted over the 92-day, 3-hour, 23-minute period from Monday, 14 October 2019 at 01:22 UTC to Tuesday, 14 January 2020 at 04:45 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 : TwitterIDList
Graph Term : 10000 tweet IDs
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[207] https://twitter.com/cspan/status/1202622105130549248
[125] https://twitter.com/cspan/status/1187770972255981569
[100] https://twitter.com/cspan/status/1206661617800372224
[87] https://www.c-span.org/video/?466988-2/washington-journal-news-headlines-viewer-calls
[84] https://www.c-span.org/video/?467370-2/washington-journal-news-headlines-viewer-calls&live
[59] https://twitter.com/cspan/status/1189967739248693249
[48] https://twitter.com/cspan/status/1202361840786923527
[46] https://twitter.com/cspan/status/1207764403761942541
[34] https://www.c-span.org/video/?467912-2/washington-journal-news-headlines-viewer-calls
[30] https://twitter.com/cspan/status/1187098428737753091

Top URLs in Tweet in G1:
[19] https://www.c-span.org/video/?466134-1/impeachment-hearing-william-taylor-george-kent
[13] https://twitter.com/i/broadcasts/1BRKjqQNeZVxw
[13] https://www.c-span.org/video/?465674-1/marianne-williamson-peace-department-proposal
[12] https://www.c-span.org/video/?465765-1/us-house-debates-impeachment-inquiry-resolution
[12] https://www.c-span.org/video/?466135-1/impeachment-hearing-ukraine-ambassador-marie-yovanovitch
[12] https://twitter.com/cspan/status/1202622105130549248
[11] https://www.c-span.org/video/?465287-2/us-house-debates-resolution-opposing-us-troop-withdrawal-syria
[10] https://www.c-span.org/video/?466378-1/impeachment-inquiry-hearing-eu-ambassador-gordon-sondland
[10] https://www.c-span.org/video/?467441-1/us-house-debates-articles-impeachment
[9] https://www.c-span.org/

Top URLs in Tweet in G2:
[101] https://twitter.com/cspan/status/1187770972255981569
[40] https://twitter.com/cspan/status/1189967739248693249
[32] https://twitter.com/cspan/status/1207764403761942541
[21] https://twitter.com/cspan/status/1204781544222666752
[16] https://twitter.com/cspan/status/1202622105130549248
[15] https://twitter.com/cspan/status/1207705429859557377
[12] https://twitter.com/cspan/status/1202016761190715392
[9] https://twitter.com/cspan/status/1089843560298545153
[9] https://www.c-span.org/video/?465287-2/us-house-debates-resolution-opposing-us-troop-withdrawal-syria
[9] https://www.c-span.org/video/?c4819347/user-clip-1998-jerry-nadler-the-effect-impeachment-overturn-popular-voters-expressed-national

Top URLs in Tweet in G3:
[139] https://twitter.com/cspan/status/1202622105130549248
[71] https://www.c-span.org/video/?466988-2/washington-journal-news-headlines-viewer-calls
[71] https://www.c-span.org/video/?467370-2/washington-journal-news-headlines-viewer-calls&live
[54] https://twitter.com/cspan/status/1206661617800372224
[37] https://twitter.com/cspan/status/1202361840786923527
[28] https://www.c-span.org/video/?467912-2/washington-journal-news-headlines-viewer-calls
[20] https://twitter.com/cspan/status/1205243249276997633
[18] https://twitter.com/cspan/status/999744989604335621
[16] https://www.c-span.org/video/?467509-2/washington-journal-news-headlines-viewer-calls
[10] https://twitter.com/cspan/status/1196827158464868352

Top URLs in Tweet in G4:
[17] https://twitter.com/cspan/status/1187098428737753091
[11] https://twitter.com/cspan/status/1202622105130549248
[11] https://twitter.com/cspan/status/1187770972255981569
[9] https://www.c-span.org/video/?465865-1/democratic-presidential-candidates-speak-iowa-party-dinner
[7] https://www.c-span.org/video/?465172-1/circuit-hears-oral-argument-president-trumps-tax-returns-audio-only
[7] https://twitter.com/cspan/status/1189967739248693249
[5] https://twitter.com/cspan/status/1202361840786923527
[4] https://www.c-span.org/video/?466988-2/washington-journal-news-headlines-viewer-calls
[4] https://twitter.com/cspan/status/1190406916398186496
[4] https://twitter.com/cspan/status/1207764403761942541

Top URLs in Tweet in G5:
[4] https://www.c-span.org/video/?461811-1/house-foreign-affairs-subcommittee-hearing-iran-policy&start=414&fbclid=IwAR1iu08KjReb-yrZujE89bztqdKwosfghWs-XpoW-p9YMeRNWa5Io4TujLg
[3] https://twitter.com/cspan/status/1215028542813220864
[3] https://twitter.com/cspan/status/1194624456037154817
[2] https://www.c-span.org/video/?c4844963/user-clip-amazing-girl-asked-yang-2-part-question
[2] https://twitter.com/cspan/status/1202361840786923527
[2] https://www.c-span.org/video/?467370-2/washington-journal-news-headlines-viewer-calls&live
[2] https://twitter.com/cspan/status/1204781544222666752
[1] https://twitter.com/joeconchatv/status/1216103337092886530?s=21
[1] https://twitter.com/joeconchatv/status/1216103337092886530
[1] https://twitter.com/cspan/status/999744989604335621

Top URLs in Tweet in G6:
[5] https://twitter.com/windsormann/status/1205961565914185730
[4] https://twitter.com/cspan/status/1197145393773105153
[4] https://twitter.com/cspan/status/1187770972255981569
[3] https://twitter.com/BillKristol/status/1181682899424350209
[2] https://twitter.com/cspan/status/1196849716576825349
[2] https://twitter.com/cspan/status/1207699036536483840
[2] https://twitter.com/cspan/status/1206661617800372224
[2] https://twitter.com/cspan/status/1196965410840682499
[2] https://www.cnn.com/2019/11/21/politics/fiona-hill-opening-remarks-impeachment-hearing/index.html?no-st=9999999999
[1] https://twitter.com/cspan/status/1186730815486599168

Top URLs in Tweet in G7:
[6] https://twitter.com/cspan/status/1204131329786490880
[6] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[3] https://twitter.com/cspan/status/1206661617800372224
[2] https://www.c-span.org/video/?466988-2/washington-journal-news-headlines-viewer-calls
[2] https://twitter.com/cspan/status/1202622105130549248
[2] https://twitter.com/trustrestored/status/1206889567875452929?s=21
[2] https://twitter.com/cspan/status/1202333467905798145
[1] https://www.c-span.org/video/?467370-2/washington-journal-news-headlines-viewer-calls&live
[1] https://www.c-span.org/video/?467552-1/senate-judiciary-committee-chair-lindsey-graham-holds-news-conference
[1] https://www.c-span.org/video/?449772-1/corey-lewandowski-omarosa-selling-books-defends-president&start=2405

Top URLs in Tweet in G8:
[3] http://C-SPAN.org
[3] https://twitter.com/atrupar/status/1197573672313200640
[2] https://www.c-span.org/video/?c4823553/user-clip-trump-flips-women-astronauts&fbclid=IwAR2JGV0zC16PYb_jTAhkKN6ORMpCA3HkZXTgTVfCleNM-I1sMjfkHov7q2c
[2] https://twitter.com/cspan/status/1187098428737753091?s=21
[2] https://www.c-span.org/congress/bills/bill/?116/hr3918
[2] https://www.c-span.org/video/?466450-1/attorney-general-barr-federalist-society-convention
[2] https://www.c-span.org/video/?467441-1/us-house-impeaches-president-trump&live=
[2] https://twitter.com/cspan/status/1207699036536483840
[2] https://twitter.com/TheTrueAmerica5/status/1208059716112224256
[2] https://jezebel.com/mom-calls-c-span-to-yell-at-her-arguing-pundit-sons-1671747153

Top URLs in Tweet in G9:
[6] https://twitter.com/cspan/status/1042412662817280001
[3] https://twitter.com/cspan/status/1202622105130549248
[2] https://twitter.com/cspan/status/1194624456037154817
[2] https://www.c-span.org/video/?425829-1/devin-nunes-confirms-incidental-surveillance-trump-transition-team
[2] https://www.pscp.tv/w/buw9CjFheWpWdlJ6bVZ4anB8MVBsSlF5alJRek1KRf9_cTtpsuwvZtA6nVU09ZBDcMblOUsB78BA_AliBKEU
[2] https://www.c-span.org/video/?467552-1/senate-judiciary-committee-chair-lindsey-graham-holds-news-conference
[1] https://www.impeach.org/event/impeach-and-remove-attend/search/?source=indivisible&s=0
[1] https://twitter.com/cspan/status/1204402157170102275
[1] https://www.c-span.org/video/?465765-1/us-house-approves-impeachment-inquiry-resolution-232-196&live=
[1] https://www.c-span.org/video/?458690-1/intelligence-community-oversight

Top URLs in Tweet in G10:
[3] https://twitter.com/cspan/status/1187738871720796160
[3] https://twitter.com/account/suspended
[2] https://twitter.com/cspan/status/1195011864108904453
[2] https://www.c-span.org/video/?465865-1/democratic-presidential-candidates-speak-iowa-party-dinner
[2] https://twitter.com/IanSams/status/1191444084977807360
[1] https://twitter.com/cspan/status/1189967739248693249
[1] https://twitter.com/cspan/status/1199059281418563592
[1] https://twitter.com/cspanwj/status/1190584969984434177?s=21
[1] https://twitter.com/cspan/status/1190406916398186496
[1] https://twitter.com/AlizaWrites/status/1190659830685556736

Top Domains
Top Domains in Tweet in Entire Graph:
[1662] twitter.com
[1483] c-span.org
[58] youtube.com
[11] thehill.com
[9] washingtonpost.com
[8] rawstory.com
[8] pscp.tv
[7] facebook.com
[7] booktv.org
[5] speaker.gov

Top Domains in Tweet in G1:
[412] c-span.org
[153] twitter.com
[9] youtube.com
[3] washingtonpost.com
[2] whitehouse.gov
[2] span.org
[2] thehill.com
[2] infowars.com
[2] marianne2020.com
[2] threadreaderapp.com

Top Domains in Tweet in G2:
[485] twitter.com
[216] c-span.org
[11] youtube.com
[3] speaker.gov
[3] rawstory.com
[2] esquire.com
[2] nbc.com
[2] npr.org
[2] pscp.tv
[1] home.blog

Top Domains in Tweet in G3:
[422] twitter.com
[384] c-span.org
[11] youtube.com
[2] pscp.tv
[2] snopes.com
[2] neonnettle.com
[2] cbslocal.com
[1] washingtonpost.com
[1] lawfareblog.com
[1] thegatewaypundit.com

Top Domains in Tweet in G4:
[191] twitter.com
[115] c-span.org
[7] youtube.com
[6] thehill.com
[2] psychologytoday.com
[2] cnn.com
[2] nbcnews.com
[2] vidrise.com
[2] ados101.com
[2] facebook.com

Top Domains in Tweet in G5:
[33] twitter.com
[20] c-span.org
[1] foxnews.com
[1] whitehouse.gov
[1] washingtonexaminer.com
[1] huffpost.com
[1] netflix.com
[1] opensecrets.org

Top Domains in Tweet in G6:
[35] twitter.com
[10] c-span.org
[2] cnn.com
[1] mediamatters.org

Top Domains in Tweet in G7:
[28] twitter.com
[14] c-span.org
[1] wikipedia.org

Top Domains in Tweet in G8:
[44] c-span.org
[31] twitter.com
[4] youtube.com
[2] facebook.com
[2] michaelelynch.com
[2] jezebel.com
[1] studentcam.org
[1] parliamentlive.tv
[1] rawstory.com
[1] thefunctionalart.com

Top Domains in Tweet in G9:
[20] twitter.com
[17] c-span.org
[2] pscp.tv
[1] impeach.org
[1] mediamatters.org
[1] pbs.org
[1] usatoday.com

Top Domains in Tweet in G10:
[29] twitter.com
[8] c-span.org
[2] actblue.com
[1] detroitnews.com
[1] atlassian.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[103] impeachmenthearing
[84] trump
[81] impeachmenthearings
[58] impeachment
[57] trump2020
[43] usmca
[34] cspan
[34] maga
[28] lj19
[27] qarmy



Top Hashtags in Tweet in G1:
[41] impeachmenthearing
[31] impeachmenthearings
[14] impeachment
[12] usmca
[9] breaking
[7] impeachtrump
[7] marianne2020
[6] impeachmentinquiry
[5] trump2020
[4] scotus

Top Hashtags in Tweet in G2:
[37] trump2020
[25] impeachmenthearing
[20] impeachmenthearings
[19] theresistance
[16] istandwithyovanovitch
[15] impeachment
[9] usa
[8] impeachandconvict
[8] impeachmentinquiry
[6] cspan

Top Hashtags in Tweet in G3:
[25] usmca
[23] qarmy
[21] maga
[17] democrats
[17] qanon
[11] impeachmenthearing
[11] kag
[11] trump2020
[10] fboloud
[10] tcot

Top Hashtags in Tweet in G4:
[18] donaldtrump
[18] ados
[15] lj19
[14] trump
[13] bernieinqueens
[12] berniesback
[8] impeachmenthearing
[6] impeachmenthearings
[6] bernie2020
[5] resist

Top Hashtags in Tweet in G5:
[7] trump
[3] impeachmenthearings
[2] impeachment
[2] maga
[2] impeachinghearings
[2] tx04
[2] betrayerofkurds
[2] shameongop
[2] democrats
[2] trumps

Top Hashtags in Tweet in G6:
[3] impeachmenthearing
[2] drhill
[1] cspanwj
[1] impeachment
[1] khive
[1] shitshow

Top Hashtags in Tweet in G7:
[7] impeachmenthearing
[2] kavanaughlied
[2] impeachandremove45
[2] paidfamilyleave
[1] endlesswars
[1] whiteprivilege
[1] voteredtosaveamerica2020
[1] gopmisinformation
[1] veteransforimpeachment
[1] dershowitz

Top Hashtags in Tweet in G8:
[5] cspan
[4] impeachmentday
[2] impeachmenthearings
[2] impeachment
[2] impeachmentvote
[1] grateful
[1] prochoice
[1] womensrights
[1] notamanschoice
[1] impeachmentinquiry

Top Hashtags in Tweet in G9:
[2] impeachmenthearing
[2] impeachmenthearings
[2] pgh
[1] nobodyisabovethelaw
[1] qarmy
[1] lj19
[1] impeach44

Top Hashtags in Tweet in G10:
[10] khive
[6] kamalaharris
[5] lj19
[2] kamala2020
[2] aals2020
[2] michigan
[2] trump
[2] impeachment
[1] iacaucus
[1] impeachmenthearings

Top Words
Top Words in Tweet in Entire Graph:
[11007] Words in Sentiment List#1: Positive
[10065] Words in Sentiment List#2: Negative
[67] Words in Sentiment List#3: Angry/Violent
[279543] Non-categorized Words
[300615] Total Words
[5173] cspan
[2520] trump
[2186] president
[1374] span
[1301] impeachment

Top Words in Tweet in G1:
[996] cspan
[570] president
[532] trump
[294] impeachment
[285] live
[265] house
[259] impeached
[204] span
[177] video
[174] full

Top Words in Tweet in G2:
[964] cspan
[814] trump
[666] president
[463] impeachment
[353] house
[348] live
[295] span
[276] support
[272] people
[247] law

Top Words in Tweet in G3:
[792] cspan
[530] president
[488] trump
[315] realdonaldtrump
[292] call
[237] watch
[219] span
[214] talking
[211] keeps
[197] impeached

Top Words in Tweet in G4:
[611] cspan
[226] trump
[146] cnn
[143] president
[134] span
[134] take
[131] msnbc
[131] video
[129] house
[127] aoc

Top Words in Tweet in G5:
[220] cspan
[135] senmikelee
[84] gopleader
[74] trump
[57] american
[53] wrong
[52] military
[51] come
[51] tell
[50] debate

Top Words in Tweet in G6:
[371] cspan
[328] calls
[178] caller
[168] howdy
[167] earlier
[167] impeach
[166] especially
[166] alabama
[166] fucker
[166] day

Top Words in Tweet in G7:
[145] cspan
[69] repmattgaetz
[39] trump
[23] president
[21] people
[21] full
[21] dt
[19] impeachment
[18] gaetz
[17] calls

Top Words in Tweet in G8:
[73] span
[48] cspan
[26] watching
[21] watch
[15] trump
[15] impeachment
[11] live
[10] people
[9] hearings
[8] today

Top Words in Tweet in G9:
[136] cspan
[35] father_mayhem
[35] kstu88
[35] mrdevdotnet
[35] dmills3710
[35] thiscollude
[34] trump
[31] drawandstrike
[29] jcasteph
[22] president

Top Words in Tweet in G10:
[104] cspan
[34] speech
[34] span
[24] kamalaharris
[22] house
[21] trump
[20] one
[19] fiona
[18] last
[18] impeachment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1008] president,trump
[560] trump,impeached
[455] full,video
[452] impeachment,inquiry
[278] cspan,caller
[248] rule,law
[247] impeach,fucker
[245] caller,howdy
[245] fucker,great
[245] great,day

Top Word Pairs in Tweet in G1:
[367] president,trump
[246] trump,impeached
[140] full,video
[122] impeachment,inquiry
[62] katiehill4ca,cspan
[56] articles,impeachment
[41] house,judiciary
[41] cspan,congressmanjvd
[38] inquiry,hearing
[37] judiciary,committee

Top Word Pairs in Tweet in G2:
[200] president,trump
[193] rule,law
[192] impeachment,inquiry
[191] rights,people
[182] undying,support
[150] president,undying
[150] support,allegiance
[150] allegiance,constitution
[150] constitution,duty
[150] duty,uphold

Top Word Pairs in Tweet in G3:
[281] president,trump
[191] trump,impeached
[130] joe,biden
[129] talking,screen
[127] cutting,away
[127] arena,iowa
[127] confused,camera
[108] realdonaldtrump,donaldjtrumpjr
[107] president,trump's
[107] screen,cspan

Top Word Pairs in Tweet in G4:
[111] take,down
[110] down,lies
[96] full,video
[92] repaoc,aoc
[64] cnn,msnbc
[59] president,trump
[58] exchange,between
[57] cmte,hearing
[56] pretty,simple
[56] aoc,mark

Top Word Pairs in Tweet in G5:
[69] cspan,senmikelee
[47] senmikelee,acceptable
[46] acceptable,officials
[46] officials,within
[46] within,executive
[46] executive,branch
[46] branch,government
[46] government,come
[46] come,tell
[46] tell,debate

Top Word Pairs in Tweet in G6:
[167] cspan,caller
[166] impeach,fucker
[164] caller,howdy
[164] howdy,apologize
[164] apologize,first
[164] first,foremost
[164] foremost,morons
[164] morons,calls
[164] calls,earlier
[164] earlier,especially

Top Word Pairs in Tweet in G7:
[51] cspan,repmattgaetz
[12] president,trump
[11] matt,gaetz
[10] impeachment,inquiry
[8] trump,impeached
[8] full,video
[8] cspan,caller
[8] caller,howdy
[8] howdy,apologize
[8] apologize,first

Top Word Pairs in Tweet in G8:
[12] watching,span
[4] impeachment,hearings
[3] tune,cspan
[3] rally,span
[3] watching,cspan
[3] cspan,caller
[3] span,caller
[3] people,watching
[3] donald,trump
[2] really,need

Top Word Pairs in Tweet in G9:
[35] father_mayhem,kstu88
[35] kstu88,mrdevdotnet
[35] mrdevdotnet,cspan
[35] cspan,dmills3710
[35] dmills3710,thiscollude
[29] jcasteph,cspan
[29] cspan,drawandstrike
[16] full,video
[13] president,trump
[13] aaronjh1019,jcasteph

Top Word Pairs in Tweet in G10:
[12] last,night
[12] kamala,harris
[10] donald,trump
[10] cspan,caller
[10] andrew,yang
[9] one,thing
[9] thing,warning
[9] warning,cocky
[9] cocky,republican
[9] republican,member

Top Replied-To
Top Replied-To in Entire Graph:
@cspan
@katiehill4ca
@repkatiehill
@father_mayhem
@realdonaldtrump
@troysing
@sarahblueroses
@cspanwj
@lindseygrahamsc
@speakerpelosi

Top Replied-To in G1:
@cspan
@katiehill4ca
@troysing
@joycewhitevance
@jonallendc
@repkatiehill
@minihopa
@doug2150
@gwmacgillivray

Top Replied-To in G2:
@cspan
@repkatiehill
@speakerpelosi
@repadamschiff
@cspanwj
@troysing
@katiehill4ca
@lindseygrahamsc
@repbrianfitz
@donwinslow

Top Replied-To in G3:
@cspan
@realdonaldtrump
@enragedapostate
@cspanwj
@repandybiggsaz
@gaetasusan
@qblueskyq
@repswalwell
@denisekartes
@speakerpelosi

Top Replied-To in G4:
@cspan
@malcolmnance
@lindseygrahamsc
@sharoncarbine
@cheribustos
@annie_andersen
@enragedapostate
@abc
@cnn
@medit8now

Top Replied-To in G5:
@cspan
@gopleader
@djlehmann
@robert_kolbe
@stevescalise
@repmarkmeadows
@harryfreeloader
@wereallmadherej

Top Replied-To in G6:
@cspan
@alexweprin
@brianschatz
@atrupar
@briankarem
@protectalllife
@bear_edmund
@dtzvetkovsky
@idyllsofthekaye
@connieballou

Top Replied-To in G7:
@cspan
@tearsnthematrix
@pettersolbergn
@fishliprip
@edbenson98
@bulldog51501
@jeffreyhwilson
@patriotrebel9
@hd283271

Top Replied-To in G8:

Top Replied-To in G9:
@father_mayhem
@cspan
@partycabsc
@jcasteph
@dpeterparker
@timmayotte
@olunum
@jonesnewsfeed
@metnesq
@thedenature

Top Replied-To in G10:
@cspan
@elienyc
@____taty
@blackwomenviews
@m_mendozaferrer
@helensbiggamble
@daman

Top Mentioned
Top Mentioned in Entire Graph:
@cspan
@speakerpelosi
@realdonaldtrump
@repadamschiff
@senmikelee
@gopleader
@cspanradio
@potus
@aoc
@cnn

Top Mentioned in G1:
@cspan
@jim_jordan
@speakerpelosi
@congressmanjvd
@cspanradio
@marwilliamson
@senjohnkennedy
@gopleader
@pressclubdc
@repadamschiff

Top Mentioned in G2:
@cspan
@speakerpelosi
@cspanradio
@repadamschiff
@senatemajldr
@justinamash
@repswalwell
@repjerrynadler
@gopleader
@amashoffice

Top Mentioned in G3:
@realdonaldtrump
@cspan
@potus
@donaldjtrumpjr
@speakerpelosi
@cspanwj
@devinnunes
@senmikelee
@foxnews
@stormisuponus

Top Mentioned in G4:
@cspan
@aoc
@cnn
@msnbc
@repaoc
@joebiden
@lindseygrahamsc
@realdonaldtrump
@pbs
@kamalaharris

Top Mentioned in G5:
@senmikelee
@gopleader
@cspan
@gop
@speakerpelosi
@realdonaldtrump
@stevescalise
@potus
@garretthaake
@repmarkmeadows

Top Mentioned in G6:
@cspan
@michelleinbklyn
@realdonaldtrump
@speakerpelosi
@vp
@hillaryclinton
@repadamschiff
@senmikelee
@joebiden
@atrupar

Top Mentioned in G7:
@repmattgaetz
@cspan
@gopleader
@jim_jordan
@jump_totheleft
@stevescully
@walshfreedom
@boogstersu2
@skenczewicz
@senatemajldr

Top Mentioned in G8:
@michaelelynch

Top Mentioned in G9:
@cspan
@kstu88
@mrdevdotnet
@dmills3710
@thiscollude
@drawandstrike
@jcasteph
@aaronjh1019
@repmaxinewaters
@kevinpaz822

Top Mentioned in G10:
@cspan
@kamalaharris
@thedemocrats
@iansams
@m_mendozaferrer
@speakerpelosi
@housedemocrats
@senatedems
@adamslily

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@chris_1791
@mattmurph24
@joefreedomlove
@gottalaff
@thepoliticalcat
@bannerite
@threadreaderapp
@just_old_joe
@thehill

Top Tweeters in G1:
@mattmurph24
@threadreaderapp
@jilevin
@jamesw91183
@windmillcharger
@tea_party_chris
@docrocktex26
@alaskarebel
@karoli
@franley12

Top Tweeters in G2:
@gottalaff
@mog7546
@morgfair
@rolandsmartin
@cmarpa
@cindycrum
@johnapp63499667
@570karen
@jjaazzee1
@thetxembassy

Top Tweeters in G3:
@bbusa617
@trump_enemy
@jimpolk
@gaetasusan
@kharyp
@ouchinagirl
@chatbycc
@vlovesanimals
@shelleybean01
@nancy73gg

Top Tweeters in G4:
@bannerite
@damonbethea1
@business
@mterr337
@foxnews
@bbcnews
@fran_neena20409
@nytimes
@godandthebear
@jali_cat

Top Tweeters in G5:
@joefreedomlove
@dutyofapatriot
@dsochoa
@therickwilson
@seldengadawgs
@djmincey11
@pineywoozle
@cruellaisdevine
@cb618444
@zerlinamaxwell

Top Tweeters in G6:
@wfrolik
@50nsexy2014
@kennymack1971
@mminpgh
@politicussarah
@stylemstrg_jon
@robdromb
@angelostzelepis
@redpenmamapgh
@shaunking

Top Tweeters in G7:
@tomthunkitsmind
@msavaarmstrong
@knuckldraginsam
@awhatdafudge
@amsmadwoman
@billperiman
@wsj
@pghdrew
@rowdygirlinmt
@goldenpanther12

Top Tweeters in G8:
@mcgarrygirl78
@avnblogfeed
@killermartinis
@elizabethamber
@muldowney
@closer2fine
@babylon151
@crossingbroad
@thurrott
@exfkaty

Top Tweeters in G9:
@drawandstrike
@mrpshropshire
@benktallmadge
@mccuebillie
@almostjingo
@trthaber
@donwilliamson3
@bourgeoisalien
@tannngl
@pcarenza

Top Tweeters in G10:
@thepoliticalcat
@metaquest
@deemoney521
@da_osorio
@reesetheone1
@carollarue
@alasscanisback
@travelingus
@owillis
@charlesthomas


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