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GOPLeader_2019-11-23_08-21-10.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
November 23, 2019
Short Description:
GOPLeader via NodeXL http://bit.ly/2KNrcjO
@gopleader
@ericswalwell
@w_prophetbalik
@realdonaldtrump
@senatemajldr
@zatchry
@alimontelina
@readyletsgo27
@devinnunes
@theonlydnk

Top hashtags:
#devinnunesgotcaught
#nunesiscompromised
#moscowmitch
#impeachtrump
#gop

Description:
Description
The graph represents a network of 16,519 Twitter users whose recent tweets contained "GOPLeader", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 23 November 2019 at 19:07 UTC.

The tweets in the network were tweeted over the 5-hour, 58-minute period from Saturday, 23 November 2019 at 10:22 UTC to Saturday, 23 November 2019 at 16:21 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 : 16519
Unique Edges : 41887
Edges With Duplicates : 28354
Total Edges : 70241
Self-Loops : 215
Reciprocated Vertex Pair Ratio : 0.00680923724048893
Reciprocated Edge Ratio : 0.0135263702171665
Connected Components : 95
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 16387
Maximum Edges in a Connected Component : 70086
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.234922
Graph Density : 0.000177196550613884
Modularity : 0.399364
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 16,519 Twitter users whose recent tweets contained "GOPLeader", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 23 November 2019 at 19:07 UTC.

The tweets in the network were tweeted over the 5-hour, 58-minute period from Saturday, 23 November 2019 at 10:22 UTC to Saturday, 23 November 2019 at 16:21 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 : GOPLeader
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7058] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[55] https://twitter.com/ericswalwell/status/1198128658793164800
[46] https://twitter.com/gopleader/status/1198237888288370692
[45] https://twitter.com/GOPLeader/status/1198237888288370692
[42] https://twitter.com/GOPLeader/status/1197542482927636483
[16] https://twitter.com/gopleader/status/1197880104409583616
[14] https://twitter.com/thehill/status/1198086267562594308
[14] https://twitter.com/GOPLeader/status/1197880104409583616
[13] https://twitter.com/gopleader/status/1196540421771595777
[11] https://twitter.com/tracybeanz/status/1198066888326168576

Top URLs in Tweet in G1:
[6766] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[33] https://twitter.com/ericswalwell/status/1198128658793164800
[12] https://twitter.com/thehill/status/1198086267562594308
[9] https://twitter.com/gopleader/status/1198237888288370692
[5] https://twitter.com/GOPLeader/status/1197542482927636483
[5] https://twitter.com/GOPLeader/status/1198237888288370692
[5] https://www.cnsnews.com/article/washington/melanie-arter/mccarthy-not-one-person-heard-trump-say-there-were-conditions-aid
[5] https://twitter.com/deejay90192/status/1198097614916460544
[4] https://www.americanoversight.org/state-department-releases-ukraine-documents-to-american-oversight
[4] https://twitter.com/dgordon52/status/1197854265194233856?s=20

Top URLs in Tweet in G2:
[212] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[19] https://twitter.com/ericswalwell/status/1198128658793164800
[6] https://twitter.com/TheBeatWithAri/status/1197582264365932544?s=20
[6] https://twitter.com/gopleader/status/1198237888288370692
[6] https://amp.cnn.com/cnn/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html?__twitter_impression=true
[4] https://twitter.com/davidlaufmanlaw/status/1198245817712349184
[4] https://twitter.com/ryanlizza/status/1198068211851223041
[4] https://twitter.com/funder/status/1198116647082582016
[4] https://twitter.com/GOPLeader/status/1197880104409583616
[3] https://twitter.com/votevets/status/1198065955261337600

Top URLs in Tweet in G3:
[19] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[3] https://www.washingtonpost.com/opinions/global-opinions/trump-campaign-guts-gops-anti-russia-stance-on-ukraine/2016/07/18/98adb3b0-4cf3-11e6-a7d8-13d06b37f256_story.html
[1] https://twitter.com/joshtpm/status/1198217034124943360
[1] https://twitter.com/jesusbuiltmy/status/1140622522154659845?s=21

Top URLs in Tweet in G4:
[4] https://twitter.com/GOPLeader/status/1198003037559762944
[2] https://irannewswire.org/iran-officials-threaten-protesters-with-severe-backlash/
[1] https://twitter.com/stacylstiles/status/1197646729396588544
[1] https://www.thegatewaypundit.com/2019/11/revealed-adam-schiff-connected-to-both-companies-named-in-7-4-billion-burisma-us-ukraine-corruption-case/
[1] https://thebl.com/us-news/fifth-day-without-internet-secretary-pompeo-urges-iranians-to-send-images-of-the-repression-of-the-regime.html#.Xdkm3QpEoNB.twitter
[1] https://www.pscp.tv/DebFreedomsVoice/1PlJQVQmqrdxE?t=2m59s

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=-m4QgmU4zts&feature=youtu.be

[1] https://www.youtube.com/watch?v=qSRlMCSB-UU&feature=youtu.be

[1] https://www.youtube.com/watch?v=ZclUlLERVC8&feature=youtu.be

[1] https://www.pacer.gov/

Top URLs in Tweet in G6:
[11] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[2] https://time.com/5737518/ukraine-naftogaz-ceo-preparing-giuliani-probe-testimony/
[2] https://www.washingtonpost.com/world/national-security/house-majority-leader-to-colleagues-in-2016-i-think-putin-pays-trump/2017/05/17/515f6f8a-3aff-11e7-8854-21f359183e8c_story.html
[2] https://twitter.com/funder/status/1198116647082582016
[2] https://twitter.com/gopleader/status/1198237888288370692
[1] https://amp.usatoday.com/amp/2084052002
[1] https://www.cnn.com/videos/politics/2019/11/23/devin-nunes-vienna-ukrainian-prosecutor-biden-ward-cpt-vpx.cnn
[1] https://www.forbes.com/sites/danalexander/2017/02/06/obama-donated-over-1-million-to-charity-as-president-heres-where-the-money-went/
[1] https://twitter.com/RyanLizza/status/1198068211851223041
[1] https://www.dailywire.com/news/breaking-devin-nunes-will-take-swift-legal-action-against-cnn-for-demonstrably-false-story

Top URLs in Tweet in G7:
[3] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[2] https://www.salon.com/2019/11/22/lindsey-graham-launches-senate-investigation-into-bidens-burisma-and-ukraine/
[1] https://www.theguardian.com/us-news/2019/nov/23/trump-impeachment-released-documents-reveal-giuliani-pompeo-links
[1] https://www.washingtonpost.com/world/national-security/house-majority-leader-to-colleagues-in-2016-i-think-putin-pays-trump/2017/05/17/515f6f8a-3aff-11e7-8854-21f359183e8c_story.html
[1] https://twitter.com/GOPLeader/status/1198237888288370692
[1] https://mediabiasfactcheck.com/the-atlantic/
[1] https://trendingpolitics.com/breaking-republicans-plan-on-hitting-hunter-biden-and-whistleblower-with-subpoena/
[1] https://www.snopes.com/fact-check/shane-patrick-boyle-died-after-starting-a-gofundme-campaign-for-insulin/
[1] https://twitter.com/gopleader/status/1197880104409583616

Top URLs in Tweet in G8:
[21] https://www.cnn.com/2019/11/22/politics/nunes-vienna-trip-ukrainian-prosecutor-biden/index.html
[1] https://www.theguardian.com/us-news/2017/may/17/putin-pays-donald-trump-kevin-mccarthy-recording
[1] https://threadreaderapp.com/thread/1198078683011059712.html
[1] https://amp.theatlantic.com/amp/article/513848/

Top URLs in Tweet in G9:
[31] https://twitter.com/GOPLeader/status/1197542482927636483
[1] https://twitter.com/gopleader/status/1197542482927636483
[1] https://twitter.com/gopleader/status/1197880104409583616

Top URLs in Tweet in G10:
[2] https://twitter.com/gopleader/status/1198003037559762944
[1] https://twitter.com/TomFitton/status/1198107151396409345
[1] https://www.reuters.com/article/us-usa-trump-impeachment-burisma/ukraine-widens-probe-against-burisma-founder-to-embezzlement-of-state-funds-idUSKBN1XU2N7
[1] https://www.youtube.com/watch?v=sVzvRsl4rEM

[1] https://twitter.com/morethanmysle/status/1197926798694199296
[1] https://twitter.com/thomasfines/status/1174466706103779328
[1] https://twitter.com/thomasfines/status/1173989613553061889
[1] https://www.americanswhotellthetruth.org/portraits/major-general-smedley-butler
[1] https://twitter.com/thomasfines/status/1170794141107683328
[1] https://twitter.com/thomasfines/status/1189075591993024513

Top Domains
Top Domains in Tweet in Entire Graph:
[7075] cnn.com
[838] twitter.com
[36] youtube.com
[23] washingtonpost.com
[19] nytimes.com
[7] rawstory.com
[6] foxnews.com
[6] cnsnews.com
[6] breitbart.com
[5] thehill.com

Top Domains in Tweet in G1:
[6772] cnn.com
[193] twitter.com
[12] youtube.com
[11] nytimes.com
[8] washingtonpost.com
[5] cnsnews.com
[4] americanoversight.org
[4] amazon.com
[3] dailywire.com
[3] co.uk

Top Domains in Tweet in G2:
[419] twitter.com
[221] cnn.com
[14] youtube.com
[9] washingtonpost.com
[8] nytimes.com
[6] rawstory.com
[4] foxnews.com
[4] huffpost.com
[4] businessinsider.com
[4] breitbart.com

Top Domains in Tweet in G3:
[19] cnn.com
[3] washingtonpost.com
[2] twitter.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] irannewswire.org
[1] thegatewaypundit.com
[1] thebl.com
[1] pscp.tv

Top Domains in Tweet in G5:
[4] youtube.com
[1] pacer.gov

Top Domains in Tweet in G6:
[12] cnn.com
[8] twitter.com
[2] time.com
[2] washingtonpost.com
[1] usatoday.com
[1] forbes.com
[1] dailywire.com

Top Domains in Tweet in G7:
[3] cnn.com
[2] twitter.com
[2] salon.com
[1] theguardian.com
[1] washingtonpost.com
[1] mediabiasfactcheck.com
[1] trendingpolitics.com
[1] snopes.com

Top Domains in Tweet in G8:
[21] cnn.com
[1] theguardian.com
[1] threadreaderapp.com
[1] theatlantic.com

Top Domains in Tweet in G9:
[33] twitter.com

Top Domains in Tweet in G10:
[10] twitter.com
[1] reuters.com
[1] youtube.com
[1] americanswhotellthetruth.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] devinnunesgotcaught
[56] nunesiscompromised
[46] moscowmitch
[44] impeachtrump
[44] gop
[38] iranprotests
[37] nunesresign
[30] trump
[30] impeachdonaldtrumpnow
[27] bluewave2020



Top Hashtags in Tweet in G1:
[62] devinnunesgotcaught
[27] nunesiscompromised
[24] nunesresign
[23] moscowmitch
[17] moscowmitchtraitor
[16] impeachtrump
[12] iranprotests
[11] impeachmenthearings
[11] gop
[10] usmca

Top Hashtags in Tweet in G2:
[53] devinnunesgotcaught
[30] gop
[30] impeachdonaldtrumpnow
[27] bluewave2020
[26] impeachtrump
[23] nunesiscompromised
[23] trump
[20] moscowmitch
[19] maga
[19] ukraine

Top Hashtags in Tweet in G3:
[1] moscowmccarthy
[1] shillpotus
[1] complicit
[1] putinpaystrump
[1] impeachinghearing

Top Hashtags in Tweet in G4:
[22] iranprotests
[22] internet4iran
[20] stopiranbloodshed
[9] iranptotests
[6] iran
[2] bidencrimefamily
[2] iranportests
[2] 40yearsoffailure
[2] futile_appeasement
[2] dnaofterror_iri

Top Hashtags in Tweet in G5:
[8] freewill
[3] racist
[2] pathetic
[2] racistclown
[1] enmity
[1] christians
[1] whiteprivilege
[1] demonic
[1] fake
[1] rapturedoctrine

Top Hashtags in Tweet in G6:
[4] devinnunesgotcaught
[4] nunesgotcaught
[3] devinnunes
[3] liberatehk
[3] resistbeijing
[2] resignnownunes
[2] devinnunesisstillanidiot
[1] wearebetterthanthat
[1] republicanscolludingwithrussia
[1] nooneisabovethelaw

Top Hashtags in Tweet in G7:
[7] trashystefanik
[2] moscowmitch
[2] trump2020
[1] maga
[1] americafirst
[1] dobbs
[1] devinnunesgotcaught
[1] nunesiscompromised
[1] nunesresign
[1] dirtydevin

Top Hashtags in Tweet in G8:
[1] gopcomplicittraitors
[1] gop

Top Hashtags in Tweet in G9:
[1] impeachmentsham
[1] usmca

Top Hashtags in Tweet in G10:
[2] fakenews
[2] freeiran
[2] iranprotests
[2] impeachmenthearings
[1] nothingtoseehere
[1] lotsofit
[1] istandwithgenflynn
[1] flynnforsenate
[1] kekwillsit
[1] artofwar

Top Words
Top Words in Tweet in Entire Graph:
[11684] Words in Sentiment List#1: Positive
[8352] Words in Sentiment List#2: Negative
[121] Words in Sentiment List#3: Angry/Violent
[314213] Non-categorized Words
[334249] Total Words
[17393] gopleader
[7141] watching
[7139] world
[7102] comment
[3279] senatemajldr

Top Words in Tweet in G1:
[12332] gopleader
[6830] watching
[6829] world
[6790] comment
[2303] senatemajldr
[1675] ericswalwell
[1312] now
[1282] party
[1265] republican
[1256] right

Top Words in Tweet in G2:
[3256] gopleader
[1109] devinnunes
[1045] jim_jordan
[742] gop
[705] realdonaldtrump
[645] senatemajldr
[566] ericswalwell
[518] housegop
[486] russian
[437] lindseygrahamsc

Top Words in Tweet in G3:
[278] gopleader
[161] putin
[158] trump
[155] pryan
[153] pays
[151] everyone
[151] secrecy
[109] now
[92] forgotten
[92] 2016

Top Words in Tweet in G4:
[330] gopleader
[256] senatemajldr
[163] richardgrenell
[137] cosweda
[135] realdonaldtrump
[134] surfagogo
[134] khenry657
[134] montchelle66
[134] elizabethqe20
[134] phoebedrobinson

Top Words in Tweet in G5:
[39] lindseykevitch
[35] repfredupton
[33] gopleader
[30] vp
[29] tedlieu
[27] sophiejulia
[25] fox5vegas
[25] kenjeong
[25] greglaurie
[22] ups

Top Words in Tweet in G6:
[244] gopleader
[35] evidence
[34] s
[33] republicans
[29] knew
[28] trump
[24] gop
[24] president
[20] those
[16] ukrainian

Top Words in Tweet in G7:
[206] gopleader
[47] trump
[47] impeachment
[40] dems
[37] ukraine
[37] loudobbs
[34] even
[28] aid
[28] s
[27] votes

Top Words in Tweet in G8:
[225] mccarthy
[156] gopleader
[111] conversation
[111] ryan
[110] remember
[110] came
[110] shortly
[110] both
[110] briefed
[108] russian

Top Words in Tweet in G9:
[84] day
[43] witnesses
[42] schiff
[41] 2
[41] 1
[41] hearings
[40] call
[40] out
[39] house
[39] rule

Top Words in Tweet in G10:
[99] gopleader
[92] thomas1774paine
[92] gatewaypundit
[92] jim_jordan
[92] saracarterdc
[92] chuckwoolery
[90] mitchellvii
[90] tiff_fitzhenry
[90] jali_cat
[90] iheartmindy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7071] world,watching
[7059] gopleader,world
[7040] comment,gopleader
[1749] ericswalwell,gopleader
[1446] senatemajldr,gopleader
[1200] republican,party
[1190] gopleader,kevin
[1186] kevin,mccarthy
[1172] right,now
[1152] great,leadership

Top Word Pairs in Tweet in G1:
[6783] world,watching
[6773] gopleader,world
[6756] comment,gopleader
[1374] ericswalwell,gopleader
[1163] republican,party
[1149] gopleader,kevin
[1144] kevin,mccarthy
[1138] right,now
[1135] senatemajldr,gopleader
[1132] great,leadership

Top Word Pairs in Tweet in G2:
[318] ericswalwell,gopleader
[304] devinnunes,gopleader
[304] jim_jordan,devinnunes
[260] gopleader,jim_jordan
[243] chuckgrassley,senronjohnson
[237] secpompeo,jim_jordan
[220] gopleader,devinnunes
[207] gopleader,world
[207] world,watching
[205] comment,gopleader

Top Word Pairs in Tweet in G3:
[153] putin,pays
[151] pays,trump
[90] gopleader,putin
[88] everyone's,forgotten
[88] forgotten,now
[88] now,transcript
[88] transcript,secret
[88] secret,2016
[88] 2016,conversation
[88] conversation,gopleader

Top Word Pairs in Tweet in G4:
[134] cosweda,ljt_is_me
[134] ljt_is_me,quodverum_
[134] quodverum_,heshmatalavi
[134] heshmatalavi,knowita47918362
[134] realdonaldtrump,richardgrenell
[134] richardgrenell,gopleader
[134] gopleader,senatemajldr
[134] senatemajldr,hanifjazayeri
[134] hanifjazayeri,drlaura2th
[134] drlaura2th,michael_szumega

Top Word Pairs in Tweet in G5:
[20] sellwithstephlv,asavagenation
[20] asavagenation,vp
[20] vp,lindseykevitch
[20] lindseykevitch,marklevinshow
[20] marklevinshow,sophiejulia
[20] sophiejulia,jeremypiven
[20] jeremypiven,ups
[20] ups,ktnv
[20] ktnv,fox5vegas
[20] fox5vegas,jewishjournal

Top Word Pairs in Tweet in G6:
[15] gopleader,s
[13] duly,elected
[13] american,history
[12] probably,knew
[12] gopleader,house
[12] house,republicans
[12] republicans,senate
[12] senate,republicans
[12] republicans,found
[12] found,lacked

Top Word Pairs in Tweet in G7:
[35] gopleader,loudobbs
[20] dems,even
[20] even,votes
[16] mrspleeter,gopleader
[15] forward,impeachment
[14] gopleader,realdonaldtrump
[13] webanalyst3,gopleader
[11] denisewu,gopleader
[11] sure,dems
[11] votes,pass

Top Word Pairs in Tweet in G8:
[110] gopleader,remember
[110] remember,mccarthy
[110] mccarthy,conversation
[110] conversation,came
[110] came,shortly
[110] shortly,both
[110] both,mccarthy
[110] mccarthy,ryan
[110] ryan,briefed
[106] briefed,ukrainian

Top Word Pairs in Tweet in G9:
[39] house,rule
[39] rule,xi
[39] xi,clause
[39] clause,2
[39] 2,j
[39] j,1
[39] 1,minority
[39] minority,gets
[39] gets,additional
[39] additional,day

Top Word Pairs in Tweet in G10:
[90] mitchellvii,tiff_fitzhenry
[90] tiff_fitzhenry,jali_cat
[90] jali_cat,iheartmindy
[90] iheartmindy,aka_realdirty
[90] aka_realdirty,thereals0s
[90] thereals0s,jordan_sather_
[90] jordan_sather_,chuckwoolery
[90] chuckwoolery,paul_serran
[90] paul_serran,prayingmedic
[90] prayingmedic,cordicon

Top Replied-To
Top Replied-To in Entire Graph:
@ericswalwell
@gopleader
@realdonaldtrump
@thehill
@nunesalt
@gop
@devinnunes
@brianbeutler
@devincow
@isletsoflngrhns

Top Replied-To in G1:
@ericswalwell
@gopleader
@realdonaldtrump
@thehill
@wellredneck
@noway7790
@devincow
@omnivoreblog
@eugenegu
@politicsnewsusa

Top Replied-To in G2:
@ericswalwell
@gopleader
@realdonaldtrump
@nunesalt
@devinnunes
@gop
@isletsoflngrhns
@bryandawsonusa
@thehill
@charitable_fury

Top Replied-To in G3:
@brianbeutler
@rachaelraker
@vplus
@gopleader
@grantstern
@jpanzer
@hulibow
@kevin_cracknell
@adamparkhomenko
@trumpfrederick

Top Replied-To in G4:
@gopleader
@rickcrainium
@americanrose8
@condor_law
@sabine_durden
@murphtoday
@charzdesigns
@mizdonna
@coco_bean88
@cyndevita

Top Replied-To in G5:
@sellwithstephlv
@historyofthemcu
@commondefense
@thehill
@judgenap
@thematthill
@berniesanders
@carolejames

Top Replied-To in G6:
@gopleader
@joshtpm
@ericswalwell
@nunesalt
@mikemmarchand
@darooster7
@ericmwebb1
@tregas
@netochiguy
@funder

Top Replied-To in G7:
@gopleader
@mrspleeter
@denisewu
@housecommerce
@webanalyst3
@deplorablenew
@kevinmarriagedr
@windgait
@daxravens06
@rephartzler

Top Replied-To in G8:
@stsa7535
@peaceful_411
@odoylecharlotte
@ericswalwell
@gopleader
@spacialk3
@repwalorski

Top Replied-To in G9:
@boyd_2650
@gopleader

Top Replied-To in G10:
@stickyhammer
@mitchellvii
@thomasfines
@love4thegameak
@adrienne711
@abuelo1932
@ericswalwell
@chuckwoolery
@maga_diane
@a_degeatano

Top Mentioned
Top Mentioned in Entire Graph:
@gopleader
@senatemajldr
@devinnunes
@jim_jordan
@realdonaldtrump
@gop
@housegop
@lindseygrahamsc
@senategop
@secpompeo

Top Mentioned in G1:
@gopleader
@senatemajldr
@realdonaldtrump
@ericswalwell
@devinnunes
@gop
@devincow
@repstefanik
@mimirocah1
@noway7790

Top Mentioned in G2:
@gopleader
@devinnunes
@jim_jordan
@senatemajldr
@realdonaldtrump
@gop
@housegop
@lindseygrahamsc
@secpompeo
@senategop

Top Mentioned in G3:
@gopleader
@pryan
@brianbeutler
@vickypjward
@devincow
@lolgop
@chriscuomo
@cuomoprimetime
@danarohrabacher
@devinnunes

Top Mentioned in G4:
@gopleader
@senatemajldr
@richardgrenell
@realdonaldtrump
@surfagogo
@khenry657
@montchelle66
@elizabethqe20
@phoebedrobinson
@ms_kux

Top Mentioned in G5:
@gopleader
@vp
@lindseykevitch
@sophiejulia
@repfredupton
@tedlieu
@fox5vegas
@kenjeong
@greglaurie
@drtonyevans

Top Mentioned in G6:
@gopleader
@thedemcoalition
@realdonaldtrump
@devinnunes
@gop
@markmeadows
@jim_jordan
@justinamash
@tedcruz
@senatemajldr

Top Mentioned in G7:
@gopleader
@loudobbs
@potus
@realdonaldtrump
@repgregwalden
@webanalyst3
@repstefanik
@rephartzler
@brucewebber
@cindicam

Top Mentioned in G8:
@gopleader
@peaceful_411
@govhowarddean
@harksong
@gop
@senatemajldr
@senategop
@thenakedparty
@speakerpelosi
@spacialk3

Top Mentioned in G9:
@gopleader
@soaronthewings
@sxdoc
@disings
@ernie_plumley
@sbelle1950
@trumps_always
@duckyv72
@kmggaryde
@hyltonrobin

Top Mentioned in G10:
@gopleader
@thomas1774paine
@gatewaypundit
@jim_jordan
@saracarterdc
@tiff_fitzhenry
@jali_cat
@iheartmindy
@aka_realdirty
@thereals0s

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@immoralreport
@heelleclech
@s9tmt
@manmet80
@lovtoridemytrek
@sddphoto
@lehimesa
@debilu2
@ohiomail

Top Tweeters in G1:
@oldlady12345
@heelleclech
@manmet80
@lovtoridemytrek
@lehimesa
@debilu2
@menabster
@mkues65
@thehill
@eykis

Top Tweeters in G2:
@immoralreport
@s9tmt
@sddphoto
@ohiomail
@onahunttoday
@latikia
@businessinsider
@rhiles2760
@guardian
@huffpost

Top Tweeters in G3:
@metaquest
@sherrikuczeryk
@womensaveusa
@adekleine
@deathtocrazy
@lolgop
@oldsoutherndem
@flightbomb
@ljohn44
@lee_in_iowa

Top Tweeters in G4:
@svagdis
@misstozak
@raslady1
@gmiller1952
@4annegs
@michael_szumega
@nanaziegler
@paulobrienusa
@smillr
@clwtrbkatty

Top Tweeters in G5:
@tmobile
@ew
@theprovince
@cnni
@starbucks
@ktla
@news3lv
@kadezales
@uspshelp
@darrenrovell

Top Tweeters in G6:
@castonchris
@leighlike1234
@france24_en
@bsonder
@mkferrante
@joshtpm
@sabela13
@ericmwebb1
@onacioudyday
@lividdelight

Top Tweeters in G7:
@riskyliberal
@mhoward48
@dunnclan
@88seattle61
@mimiinftworth
@dolly0811
@annableigh
@plbrocks
@theatlantic
@octubrechica

Top Tweeters in G8:
@threadreaderapp
@mayirmamay14
@hijcp
@vi44
@thenakedparty
@jodzio
@queenpeace2017
@sfh2019
@eangels1064
@jlhrdhcotuit

Top Tweeters in G9:
@harrellryan1
@boyd_2650
@knassios
@oldsalz
@doodisgirl
@hyltonrobin
@sl1733
@sxdoc
@daisy49103
@druid999s

Top Tweeters in G10:
@chatbycc
@realtt2020
@jali_cat
@freenaynow
@wvufanagent99
@kristym9
@donnawr8
@linnyt7
@banromulanbirds
@ham87365168


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