"@SenatorCollins", Twitter, 2/12/2020 6:25:41 PM, 221022


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"@SenatorCollins" Twitter NodeXL SNA Map and Report for Wednesday, 12 February 2020 at 17:59 UTC
"@SenatorCollins" Twitter NodeXL SNA Map and Report for Wednesday, 12 February 2020 at 17:59 UTC
From:
Michael__Lieberman
Uploaded on:
February 12, 2020
Short Description:
"@SenatorCollins" via NodeXL http://bit.ly/2vvrTJy
@senatorcollins
@umaineextension
@lisamurkowski
@bosa6688
@realdonaldtrump
@a_fly_guy
@johnrmoffitt
@jasonkarov
@70formula
@quealyj

Top hashtags:
#trump
#impeachtrumpagain
#gop
#gopcowards
#maine
#corruption

Description:
Description
The graph represents a network of 4,937 Twitter users whose recent tweets contained ""@SenatorCollins"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 12 February 2020 at 18:00 UTC.

The tweets in the network were tweeted over the 1-hour, 44-minute period from Wednesday, 12 February 2020 at 16:14 UTC to Wednesday, 12 February 2020 at 17:59 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 : 4937
Unique Edges : 11091
Edges With Duplicates : 4238
Total Edges : 15329
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.00297212627520283
Reciprocated Edge Ratio : 0.0059266378343745
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 4937
Maximum Edges in a Connected Component : 15329
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.283371
Graph Density : 0.000512371603435048
Modularity : 0.411006
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,937 Twitter users whose recent tweets contained ""@SenatorCollins"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 12 February 2020 at 18:00 UTC.

The tweets in the network were tweeted over the 1-hour, 44-minute period from Wednesday, 12 February 2020 at 16:14 UTC to Wednesday, 12 February 2020 at 17:59 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 : "@SenatorCollins"
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Relationship
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:
[35] https://twitter.com/gtconway3d/status/1227410662193844225
[24] https://twitter.com/leahgreenb/status/1227366478158159875
[24] https://twitter.com/noahshachtman/status/1227428677287280640
[21] https://twitter.com/briankarem/status/1227370190213668865
[21] https://twitter.com/realdonaldtrump/status/1227561237782855680
[18] https://twitter.com/mkraju/status/1227640810814025731
[18] https://twitter.com/repadamschiff/status/1227626156553318400
[15] https://twitter.com/briankarem/status/1227370190213668865?s=21
[14] https://twitter.com/RepAdamSchiff/status/1227626156553318400
[13] https://twitter.com/senschumer/status/1227587930757181441

Top URLs in Tweet in G1:
[22] https://twitter.com/noahshachtman/status/1227428677287280640
[20] https://twitter.com/leahgreenb/status/1227366478158159875
[14] https://twitter.com/realdonaldtrump/status/1227561237782855680
[13] https://twitter.com/mkraju/status/1227640810814025731
[8] https://twitter.com/senatorcollins/status/1227392951497756677
[8] https://twitter.com/briankarem/status/1227370190213668865
[8] https://twitter.com/Leahgreenb/status/1227366478158159875
[7] https://twitter.com/mkraju/status/1227595813850886144
[7] https://twitter.com/DearAuntCrabby/status/1227638843744059392
[7] https://twitter.com/realDonaldTrump/status/1227561237782855680

Top URLs in Tweet in G2:
[11] https://twitter.com/briankarem/status/1227370190213668865?s=21
[10] https://twitter.com/briankarem/status/1227370190213668865
[4] https://twitter.com/SenatorCollins/status/1227392951497756677
[3] https://twitter.com/adamgoldmannyt/status/1227407192942424066?s=21
[3] https://twitter.com/adamgoldmannyt/status/1227407192942424066
[3] https://twitter.com/kyledcheney/status/1227415212279652353?s=21
[3] https://twitter.com/kyledcheney/status/1227415212279652353
[2] https://twitter.com/philiprucker/status/1227431451836211201?s=21
[2] https://twitter.com/philiprucker/status/1227431451836211201
[2] https://twitter.com/mkraju/status/1227640810814025731

Top URLs in Tweet in G3:
[10] https://twitter.com/repadamschiff/status/1227626156553318400
[8] https://twitter.com/RepAdamSchiff/status/1227626156553318400
[6] https://www.cnn.com/videos/politics/2020/02/12/trump-impeachment-acquittal-roger-stone-john-avlon-reality-check-newday-vpx.cnn
[6] https://twitter.com/senschumer/status/1227587930757181441
[5] https://twitter.com/jimsciutto/status/1227569062143811584
[5] https://twitter.com/SenSchumer/status/1227587930757181441
[5] https://twitter.com/realdonaldtrump/status/1227561237782855680
[4] https://twitter.com/jeremyherb/status/1227643749322366977
[4] https://www.cnn.com/2020/02/12/politics/donald-trump-justice-department-roger-stone/index.html
[4] https://twitter.com/Leahgreenb/status/1227366478158159875

Top URLs in Tweet in G4:
[34] https://twitter.com/gtconway3d/status/1227410662193844225
[2] https://twitter.com/RepAdamSchiff/status/1227626156553318400
[2] https://twitter.com/atrupar/status/1227352806992072704
[1] http://www.mfal.me
[1] https://www.axios.com/justice-department-roger-stone-sentencing-change-71e4253f-624a-465e-95b9-ea270faadfc6.html
[1] https://twitter.com/briankarem/status/1227370190213668865
[1] https://twitter.com/windsormann/status/1227582861454213120
[1] https://cnn.it/2Soe7BQ
[1] https://twitter.com/rawstory/status/1227332231900868609
[1] https://talkingpointsmemo.com/news/schumer-calls-on-graham-to-hold-emergency-hearing-on-roger-stone-sentencing-mess

Top URLs in Tweet in G5:
[2] https://www.pressherald.com/2020/02/11/letter-to-the-editor-collins-impeachment-rationale-signals-her-time-in-senate-needs-to-end/
[1] https://twitter.com/kyledcheney/status/1227415212279652353
[1] https://www.cnn.com/2020/02/12/politics/donald-trump-justice-department-roger-stone/index.html
[1] https://twitter.com/SJThompsonPhD/status/1225922253294047233?s=20
[1] https://twitter.com/ndwbb12/status/1227418085809889280
[1] https://twitter.com/davidfrum/status/1227437351258988548
[1] http://Saragideon.com
[1] https://twitter.com/rawstory/status/1227634713965232128
[1] https://twitter.com/kylegriffin1/status/1227600775335088129
[1] https://twitter.com/senschumer/status/1227587930757181441

Top URLs in Tweet in G6:
[1] https://secure.actblue.com/donate/gideon2020?refcode=ads-190701-gs-evergreen_dtd-natl-searchers_brandedkeys-ad3-sara%20gideon&gclid=CjwKCAiAvonyBRB7EiwAadauqQp5EhjcASnmEMgt-7aqn91NQcC7xlF91QNhm5jntXBoU_MnishBGBoCWMoQAvD_BwE
[1] https://twitter.com/ThePlumLineGS/status/1227611843293777921
[1] https://twitter.com/briankarem/status/1227370190213668865?s=21
[1] https://twitter.com/briankarem/status/1227370190213668865

Top URLs in Tweet in G7:
[2] https://twitter.com/leahgreenb/status/1227366478158159875
[1] https://twitter.com/greenfield64/status/1093715286589505536
[1] https://twitter.com/mkraju/status/1227640810814025731?s=19

Top URLs in Tweet in G8:
[1] https://twitter.com/realdonaldtrump/status/1227561237782855680
[1] https://twitter.com/LALewman/status/1227643293019885569
[1] https://twitter.com/mkraju/status/1227598320362717184
[1] https://twitter.com/SenatorCollins/status/1227392973589094400
[1] https://nymag.com/intelligencer/2020/02/trump-fires-defense-official-refusing-to-break-law-elaine-mccusker.html
[1] https://twitter.com/rfaraon/status/1227626998123679744

Top URLs in Tweet in G9:
[1] https://twitter.com/AaronBlake/status/1227629183615979521
[1] https://twitter.com/ASlavitt/status/1227629399203287041
[1] https://twitter.com/funder/status/1227597371984445443
[1] https://twitter.com/CaslerNoel/status/1227638831991656449
[1] https://vimeo.com/249680506

Top Domains
Top Domains in Tweet in Entire Graph:
[654] twitter.com
[35] cnn.com
[17] actblue.com
[12] rawstory.com
[9] washingtonpost.com
[7] saragideon.com
[5] youtu.be
[5] mfal.me
[4] nytimes.com
[3] usatoday.com

Top Domains in Tweet in G1:
[331] twitter.com
[13] cnn.com
[9] rawstory.com
[8] actblue.com
[6] washingtonpost.com
[4] mfal.me
[3] apple.news
[3] youtu.be
[2] mainebeacon.com
[2] politico.com

Top Domains in Tweet in G2:
[64] twitter.com
[5] actblue.com
[4] cnn.com
[3] saragideon.com
[1] rawstory.com
[1] nytimes.com
[1] cdc.gov
[1] theweek.com
[1] americanindependent.com
[1] crooksandliars.com

Top Domains in Tweet in G3:
[161] twitter.com
[17] cnn.com
[2] washingtonpost.com
[2] usatoday.com
[2] haaretz.com
[2] actblue.com
[1] gq.com
[1] rollingstone.com
[1] axios.com
[1] votesaveamerica.com

Top Domains in Tweet in G4:
[55] twitter.com
[1] mfal.me
[1] axios.com
[1] cnn.it
[1] talkingpointsmemo.com
[1] paybackproject.org
[1] saragideon.com

Top Domains in Tweet in G5:
[11] twitter.com
[2] pressherald.com
[1] cnn.com
[1] saragideon.com
[1] washingtonpost.com
[1] actblue.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] actblue.com

Top Domains in Tweet in G7:
[4] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] nymag.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] trump
[38] impeachtrumpagain
[35] gop
[25] gopcowards
[24] maine
[24] corruption
[24] breaking
[20] mepolitics
[20] impeachment
[17] disappointedsusan



Top Hashtags in Tweet in G1:
[31] trump
[26] gop
[23] corruption
[20] breaking
[17] impeachtrumpagain
[12] mepolitics
[9] maine
[9] impeachbarrnow
[7] susancollins
[7] goptraitors

Top Hashtags in Tweet in G2:
[15] disappointedsusan
[10] trumpcrimesyndicate
[9] susancollinsmustbereplaced
[7] gopbetrayedamerica
[6] maine
[5] gopcowards
[5] gopcoward
[5] gopcorruptionovercountry
[4] gopcomplicittraitors
[4] ruleoflaw

Top Hashtags in Tweet in G3:
[13] impeachtrumpagain
[12] impeachment
[12] gopcowards
[7] trump
[4] bananarepublic
[4] impeachbarrnow
[4] abuseofpower
[4] corruptgop
[4] gop
[4] disbarbarrnow

Top Hashtags in Tweet in G4:
[4] gopcorruptionovercountry
[4] impeachtrumpagain
[4] goptraitors
[3] mepolitics
[2] impeachment
[2] rogerstone
[2] gop
[2] gopdictatorparty2020
[2] disbarbarrnow
[2] impeachbarrnow

Top Hashtags in Tweet in G5:
[9] impeachbarr
[2] trumpcrimesyndicate
[2] susancollinsmustbereplaced
[2] bluewave2020
[2] gop
[2] impeachtrumpagain
[2] pathetic
[2] liarsthievesandconmen
[1] climatechange
[1] climatecrisis

Top Hashtags in Tweet in G6:
[3] obstructionofjustice
[2] 25amendment
[2] voteblue2020andbeyond
[1] opportunity
[1] votebluenomatterwho2020
[1] sheep
[1] saragideon
[1] votethemallout2020
[1] votebluetoendthisnightmare
[1] barrcorruption

Top Hashtags in Tweet in G7:
[1] collinsparasiteaward

Top Hashtags in Tweet in G8:
[1] impotus
[1] ettd
[1] susancollinsisdisappointed
[1] susancollins
[1] votethemout2020

Top Hashtags in Tweet in G9:
[3] mepolitics
[3] mesen
[3] maine
[1] morningjoe
[1] cnn
[1] msnbc
[1] foxnews
[1] amjoy
[1] inners
[1] thelastword

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[122670] Non-categorized Words
[122670] Total Words
[5596] senatorcollins
[1524] lesson
[1379] learned
[1345] umaineextension
[1033] trump

Top Words in Tweet in G1:
[2244] senatorcollins
[784] lesson
[665] learned
[497] trump
[273] thanks
[262] justice
[249] yes
[234] think
[234] sight
[233] plain

Top Words in Tweet in G2:
[1383] senatorcollins
[1259] umaineextension
[226] ticks
[218] trump
[186] disease
[161] s
[159] susan
[155] lyme
[147] maine
[146] lesson

Top Words in Tweet in G3:
[805] senatorcollins
[478] lisamurkowski
[270] senalexander
[194] senategop
[176] lesson
[170] learned
[168] amp
[166] senatemajldr
[155] trump
[149] senmcsallyaz

Top Words in Tweet in G4:
[459] senatorcollins
[364] realdonaldtrump
[284] learned
[269] lesson
[216] think
[205] dear
[35] hell
[32] trump
[31] roger
[31] stone

Top Words in Tweet in G5:
[288] senatorcollins
[216] fault
[190] lindseygrahamsc
[141] lisamurkowski
[76] democracy
[70] responsible
[70] death
[61] senalexander
[53] corygardner
[51] oath

Top Words in Tweet in G6:
[131] senatorcollins
[81] leahgreenb
[54] lesson
[53] learned
[39] lisamurkowski
[21] s
[18] amp
[17] trump
[16] senalexander
[15] joncoopertweets

Top Words in Tweet in G7:
[53] senatorcollins
[34] mollyjongfast
[19] weavebe
[15] level
[13] pattonoswalt
[9] fret
[8] trump
[7] eregraf70
[7] giantironphil
[7] s

Top Words in Tweet in G8:
[42] senatorcollins
[24] joelockhart
[10] trump
[10] therickwilson
[7] thanks
[6] learned
[6] lesson
[5] yes
[5] collins
[4] obstructing

Top Words in Tweet in G9:
[7] senatorcollins
[3] #mepolitics
[3] #mesen
[3] #maine
[3] lisamurkowski
[2] sruhle
[2] senalexander
[2] senategop
[2] mikebloomberg
[2] nra

Top Words in Tweet in G10:
[4] senatorcollins
[4] right
[2] allanmargolin
[2] planteink
[2] dfenton
[2] johnalanjames2
[2] marilougeorge
[2] feistyliblady
[2] isaiahaprophet
[2] samiknowsbest1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1278] senatorcollins,umaineextension
[873] learned,lesson
[378] senatorcollins,lisamurkowski
[299] senatorcollins,learned
[296] senatorcollins,lesson
[293] lesson,think
[282] dear,senatorcollins
[262] yes,senatorcollins
[261] lesson,thanks
[260] plain,sight

Top Word Pairs in Tweet in G1:
[477] learned,lesson
[249] senatorcollins,learned
[235] lesson,thanks
[234] yes,senatorcollins
[233] plain,sight
[232] obstructing,justice
[232] justice,plain
[232] sight,yes
[232] thanks,unleashing
[128] senatorcollins,humanesociety

Top Word Pairs in Tweet in G2:
[1193] senatorcollins,umaineextension
[140] lyme,disease
[110] learned,lesson
[67] deer,ticks
[49] right,now
[46] shut,up
[45] up,susan
[44] umaineextension,parasite
[44] more,harm
[43] parasite,causes

Top Word Pairs in Tweet in G3:
[257] senatorcollins,lisamurkowski
[143] learned,lesson
[110] lisamurkowski,senalexander
[78] lisamurkowski,senatorcollins
[74] senatorcollins,senalexander
[53] senatemajldr,senatorcollins
[45] sure,learned
[42] lisamurkowski,senategop
[42] senatorcollins,corygardner
[41] senjoniernst,senthomtillis

Top Word Pairs in Tweet in G4:
[216] realdonaldtrump,learned
[208] think,realdonaldtrump
[205] lesson,think
[204] dear,senatorcollins
[204] senatorcollins,lesson
[49] senatorcollins,realdonaldtrump
[49] learned,lesson
[31] roger,stone
[25] senators,giving
[25] giving,blank

Top Word Pairs in Tweet in G5:
[70] fault,senatorcollins
[70] senatorcollins,fault
[70] fault,lisamurkowski
[70] lisamurkowski,fault
[70] fault,lindseygrahamsc
[70] responsible,death
[70] death,democracy
[64] lindseygrahamsc,responsible
[54] senalexander,lindseygrahamsc
[47] senatorcollins,lisamurkowski

Top Word Pairs in Tweet in G6:
[42] learned,lesson
[21] leahgreenb,senatorcollins
[16] senatorcollins,lisamurkowski
[12] leahgreenb,joncoopertweets
[11] joncoopertweets,senatorcollins
[11] m,sure
[11] leahgreenb,chrislhayes
[8] lesson,senatorcollins
[8] leahgreenb,man
[7] sure,learned

Top Word Pairs in Tweet in G7:
[23] mollyjongfast,senatorcollins
[19] weavebe,mollyjongfast
[9] fret,level
[9] pattonoswalt,senatorcollins
[7] eregraf70,giantironphil
[7] giantironphil,weavebe
[5] mollyjongfast,anyone
[5] anyone,checked
[5] checked,senatorcollins
[5] senatorcollins,level

Top Word Pairs in Tweet in G8:
[9] joelockhart,senatorcollins
[6] therickwilson,senatorcollins
[5] joelockhart,therickwilson
[4] obstructing,justice
[4] justice,plain
[4] plain,sight
[4] sight,yes
[4] yes,senatorcollins
[4] senatorcollins,learned
[4] learned,lesson

Top Word Pairs in Tweet in G9:
[3] #mepolitics,#mesen
[2] #mesen,senatorcollins
[2] senatorcollins,#maine
[2] senatorcollins,lisamurkowski

Top Word Pairs in Tweet in G10:
[2] allanmargolin,planteink
[2] planteink,dfenton
[2] dfenton,johnalanjames2
[2] johnalanjames2,marilougeorge
[2] marilougeorge,feistyliblady
[2] feistyliblady,isaiahaprophet
[2] isaiahaprophet,samiknowsbest1
[2] samiknowsbest1,buckeyejiml
[2] buckeyejiml,mrsrabbitresist
[2] mrsrabbitresist,the_news_diva

Top Replied-To
Top Replied-To in Entire Graph:
@senatorcollins
@mkraju
@leahgreenb
@brespolitico
@gtconway3d
@realdonaldtrump
@repadamschiff
@lisamurkowski
@joelockhart
@tedlieu

Top Replied-To in G1:
@senatorcollins
@mkraju
@brespolitico
@repadamschiff
@susannahcollins
@lisamurkowski
@ronaldklain
@rawstory
@dearauntcrabby
@manmademoon

Top Replied-To in G2:
@senatorcollins
@pattyarquette
@ygalanter
@_reaalamerican_
@kurteichenwald
@nunesalt
@starhistorian
@hootphd
@joenbc
@brasilmagic

Top Replied-To in G3:
@senatorcollins
@gtconway3d
@leahgreenb
@mkraju
@lisamurkowski
@kyledcheney
@realdonaldtrump
@aynrandpaulryan
@dwaynecobb
@sensherrodbrown

Top Replied-To in G4:
@senatorcollins
@tedlieu
@realdonaldtrump
@amberd1116
@hillaryclinton
@belkissobadia
@ida_skibenes
@projectlincoln
@mfalpac
@mapletommy

Top Replied-To in G5:
@senatorcollins
@philiprucker
@kaitlancollins
@sabrina_mcda
@npfandos
@mrbromwich
@jjohnsonlaw
@mkraju
@lisamurkowski
@eliehonig

Top Replied-To in G6:
@leahgreenb
@chris79699884
@repvaldemings
@senatorcollins
@steve_vladeck
@renato_mariotti
@chrislhayes
@othercat
@shaynaxena
@1956atticus

Top Replied-To in G7:
@mollyjongfast
@weavebe
@pattonoswalt
@eregraf70
@idaho_hopeful
@parallelsaf
@kentclarkjoseph
@ajgmarietta
@kubena
@joehenrymusic

Top Replied-To in G8:
@joelockhart
@mkraju
@bradmossesq
@therickwilson
@realdonaldtrump
@senatorcollins
@eggman85
@laitinen_jane
@momof3gngrs
@monicaaday

Top Replied-To in G9:
@mkraju
@seanhannity
@sruhle
@breitbartnews

Top Replied-To in G10:
@allanmargolin
@leahgreenb

Top Mentioned
Top Mentioned in Entire Graph:
@senatorcollins
@umaineextension
@lisamurkowski
@realdonaldtrump
@senalexander
@lindseygrahamsc
@senategop
@senatemajldr
@sencorygardner
@senmcsallyaz

Top Mentioned in G1:
@senatorcollins
@humanesociety
@lisamurkowski
@umaineextension
@potus
@mkraju
@realdonaldtrump
@gop
@saragideon
@steventdennis

Top Mentioned in G2:
@umaineextension
@senatorcollins
@saragideon
@eversollae
@pattyarquette
@humanesociety
@digitaldart
@lisamurkowski
@lungmd01
@realdonaldtrump

Top Mentioned in G3:
@senatorcollins
@lisamurkowski
@senalexander
@senategop
@senatemajldr
@senmcsallyaz
@sencorygardner
@senjoniernst
@lamaralexander
@marcorubio

Top Mentioned in G4:
@senatorcollins
@realdonaldtrump
@umaineextension
@foxandfriends
@tuckercarlson
@senschumer
@gop
@lisamurkowski
@senategop
@housejudiciary

Top Mentioned in G5:
@senatorcollins
@lindseygrahamsc
@lisamurkowski
@senalexander
@corygardner
@senatorromney
@maddow
@senschumer
@umaineextension
@senatemajldr

Top Mentioned in G6:
@senatorcollins
@lisamurkowski
@leahgreenb
@senalexander
@joncoopertweets
@sensusancollins
@chrislhayes
@joycewhitevance
@senategop
@jiminhofe

Top Mentioned in G7:
@senatorcollins
@mollyjongfast
@weavebe
@pattonoswalt
@giantironphil
@eregraf70
@lisamurkowski
@governermccheez
@gop
@amy_siskind

Top Mentioned in G8:
@senatorcollins
@therickwilson
@radiofreetom
@senalexander
@bradleywhitford
@delavegalaw
@lisamurkowski
@lindseygrahamsc
@johnjudyhagmail
@joelockhart

Top Mentioned in G9:
@senatorcollins
@lisamurkowski
@senalexander
@senategop
@mikebloomberg
@nra
@sarahhuckabee
@katyturnbc
@nicolledwallace
@kasie

Top Mentioned in G10:
@senatorcollins
@planteink
@dfenton
@johnalanjames2
@marilougeorge
@feistyliblady
@isaiahaprophet
@samiknowsbest1
@buckeyejiml
@mrsrabbitresist

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@the_news_diva
@debilu2
@onahunttoday
@paxnostrum
@talkintou
@padakitty
@just_old_joe
@thehill
@stockguy61

Top Tweeters in G1:
@missb62
@debilu2
@onahunttoday
@talkintou
@mog7546
@carolmaewy
@anthonybourque
@lindacollins11
@79topper
@ecclesias

Top Tweeters in G2:
@tinyboo49
@lorisums
@pinchandscrimp
@kate_hawkins776
@sueglashauser
@gumboqueen3030
@beverlynotmypre
@jonathanjewel
@snw106
@overunderclover

Top Tweeters in G3:
@just_old_joe
@stockguy61
@marthalynneowe1
@princessbravato
@betterw05759703
@sar_oso
@castonchris
@pgrandee10
@asmith702
@llstudent08

Top Tweeters in G4:
@padakitty
@grandpooba5440
@girlzinger
@buffaloon
@kalaax008
@nytimes
@tam_resist
@jacquelinehine1
@pushandpulljlm
@debrob1947

Top Tweeters in G5:
@thehill
@only4rm
@cunningham_cch
@nasty_woman2
@jjohnsonlaw
@corlesshanson
@republicanswine
@maggienyt
@meloniasherban
@demin240

Top Tweeters in G6:
@paxnostrum
@dovewoman1
@yemayah777
@courtpencil
@james_savage15
@sonyabaker2
@adnildyob
@joncoopertweets
@chrislhayes
@kathfyt

Top Tweeters in G7:
@mollyjongfast
@kevinmkruse
@benson2_k
@dsneydiva
@sheilab25000494
@amy_siskind
@whatdivawants
@pattonoswalt
@jojofromjerz
@kpwills

Top Tweeters in G8:
@therickwilson
@radiofreetom
@janattheocean
@klyne_donald
@djfmdotcom
@muthrbear
@hairgoddess1221
@bradleywhitford
@bleigh6
@crackers28

Top Tweeters in G9:
@jackposobiec
@breitbartnews
@juliegrey13
@heritage
@larryelder
@scrowder
@ingrahamangle
@alivelshi
@tomfitton
@kasie

Top Tweeters in G10:
@the_news_diva
@eykis
@lolgop
@a_fly_guy
@marilougeorge
@myserenity69
@johnrmoffitt
@cljmo
@cowboytexas
@johnalanjames2


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