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#ImpeachmentHearing_2019-12-05_08-21-27.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
December 05, 2019
Description:
Description
The graph represents a network of 14,986 Twitter users whose recent tweets contained "#ImpeachmentHearing", 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 Thursday, 05 December 2019 at 17:03 UTC.

The tweets in the network were tweeted over the 4-hour, 9-minute period from Thursday, 05 December 2019 at 12:12 UTC to Thursday, 05 December 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 : 14986
Unique Edges : 21479
Edges With Duplicates : 2120
Total Edges : 23599
Self-Loops : 623
Reciprocated Vertex Pair Ratio : 0.000318790418070863
Reciprocated Edge Ratio : 0.000637377646255406
Connected Components : 305
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 14353
Maximum Edges in a Connected Component : 22873
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.633195
Graph Density : 9.78112326481916E-05
Modularity : 0.687541
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 14,986 Twitter users whose recent tweets contained "#ImpeachmentHearing", 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 Thursday, 05 December 2019 at 17:03 UTC.

The tweets in the network were tweeted over the 4-hour, 9-minute period from Thursday, 05 December 2019 at 12:12 UTC to Thursday, 05 December 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 : #ImpeachmentHearing
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:
[48] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[35] https://www.youtube.com/watch?v=EZ4f-m93LvQ&feature=youtu.be

[28] https://thegreggjarrett.com/rep-doug-collins-reads-nadler-quotes-destroys-impeachment-narrative/
[19] https://www.washingtontimes.com/news/2019/dec/4/white-house-slams-impeachment-witness-classless-ba/
[12] https://flagandcross.com/high-crimes/
[8] https://twitter.com/rvawonk/status/1202380186316095494
[7] https://www.usatoday.com/picture-gallery/opinion/2019/10/01/political-cartoons-trump-impeachment-politics-democrats/3827381002/
[7] https://hannity.com/media-room/impeachment-collapse-prof-tells-democrats-its-their-abuse-of-power-if-trump-is-impeached/
[7] https://www.vox.com/2019/12/4/20995296/pamela-karlan-doug-collins-impeachment-hearing-house-judiciary
[6] https://dworkinreport.com/2019/12/04/malcolm-nance-just-debunked-gop-conspiracy-theories-and-the-trump-russia-truthers-who-push-them/

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=MUSQaYHJAiI

[1] https://www.foxnews.com/media/mark-levin-trump-impeachment-hearing-professors-constitution
[1] https://www.foxnews.com/media/sean-hannity-on-the-latest-impeachment-hearing-democrats-look-really-really-stupid
[1] https://twitter.com/washingtonpost/status/1202547243330494465

Top URLs in Tweet in G2:
[1] https://twitter.com/cspan/status/1202234102725980160
[1] https://www.newsweek.com/rudy-giuliani-wont-say-why-ukraine-cant-confirm-location-impeachment-donald-trump-viktor-shokin-1475676
[1] https://twitter.com/jason_howerton/status/1202333624105865216
[1] https://twitter.com/RoscoeBDavis1/status/1202345653839511552
[1] https://thegreggjarrett.com/rep-doug-collins-reads-nadler-quotes-destroys-impeachment-narrative/
[1] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html

Top URLs in Tweet in G3:
[11] https://flagandcross.com/high-crimes/
[2] https://twitter.com/peaceandteachin/status/1202308024536223745
[2] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[1] https://twitter.com/seanhannity/status/1202360701249081344
[1] https://apnews.com/b496ef278381dac38f47305438520d13
[1] https://twitter.com/BonginoReport/status/1202595168253284353
[1] https://twitter.com/HoarseWisperer/status/1202434406415249409
[1] https://twitter.com/HouseJudiciary/status/1202351809546932224
[1] https://twitter.com/byronyork/status/1202576952172929026
[1] https://twitter.com/RNCResearch/status/1202288895917998080

Top URLs in Tweet in G4:
[35] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[3] https://secure.actblue.com/donate/firejordan?refcode=Respond
[2] https://www.politicususa.com/2019/12/04/impeachment-witnesses-vote.html
[2] https://www.politicususa.com/2019/12/04/matt-gaetz-pamela-karlan.html
[2] https://www.c-span.org/person/?noahfeldman
[2] https://www.youtube.com/watch?v=MUSQaYHJAiI

[2] https://twitter.com/tribelaw/status/1202594528395440128
[2] https://twitter.com/TeaPainUSA/status/1202248798325690369
[2] https://twitter.com/ABC/status/1202403974982381574?s=20
[2] https://twitter.com/girlsreallyrule/status/1202308510995877896

Top URLs in Tweet in G5:
[25] https://thegreggjarrett.com/rep-doug-collins-reads-nadler-quotes-destroys-impeachment-narrative/
[5] https://hannity.com/media-room/impeachment-collapse-prof-tells-democrats-its-their-abuse-of-power-if-trump-is-impeached/
[4] https://twitter.com/realdonaldtrump/status/1202573673049272320
[3] https://www.youtube.com/watch?v=8jC0lrQWfIk&feature=youtu.be

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

[3] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[2] https://twitter.com/FLOTUS/status/1202344441924571136?s=20
[1] https://twitter.com/flotus/status/1202344441924571136
[1] https://twitter.com/kimstrassel/status/1202280409104449537
[1] https://twitter.com/speakerpelosi/status/1202315896762572800

Top URLs in Tweet in G6:
[2] https://twitter.com/charliekirk11/status/1202244587856596993
[1] https://hannity.com/media-room/impeachment-collapse-prof-tells-democrats-its-their-abuse-of-power-if-trump-is-impeached/
[1] https://thegreggjarrett.com/rep-doug-collins-reads-nadler-quotes-destroys-impeachment-narrative/
[1] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment

Top URLs in Tweet in G7:
[5] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[1] https://thegreggjarrett.com/rep-doug-collins-reads-nadler-quotes-destroys-impeachment-narrative/
[1] https://www.breitbart.com/politics/2019/12/04/gohmert-rips-nadlers-claim-of-undisputed-facts-wants-more-witnesses/

Top URLs in Tweet in G8:
[7] https://twitter.com/rvawonk/status/1202380186316095494
[7] https://www.vox.com/2019/12/4/20995296/pamela-karlan-doug-collins-impeachment-hearing-house-judiciary
[4] https://dworkinreport.com/2019/12/04/malcolm-nance-just-debunked-gop-conspiracy-theories-and-the-trump-russia-truthers-who-push-them/
[1] https://twitter.com/repdougcollins/status/1202334815145668608
[1] https://townhall.com/tipsheet/katiepavlich/2019/12/04/democrat-law-professor-no-the-impeachment-standard-has-not-been-met-on-president-trump-n2557463
[1] https://twitter.com/carolecadwalla/status/1199121778058113026
[1] https://secure.actblue.com/donate/impeachment-task-force
[1] https://twitter.com/DevinPandy/status/1202259577137438722
[1] https://twitter.com/NBCNews/status/1202367922775179265
[1] https://www.thenation.com/article/obstruction-congress-trump-impeachment/

Top URLs in Tweet in G9:
[2] https://www.c-span.org/video/?466833-1/judiciary-hearing-constitutional-framework-impeachment
[2] https://nypost.com/2019/12/04/impeachment-hearing-nothing-is-more-convincing-than-liberal-professors-yelling-at-you/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://www.alternet.org/2019/12/top-maga-congressman-mocked-for-threatening-to-retroactively-impeach-obama/#.XekN4ft_bA8.twitter
[1] https://www.alternet.org/2019/12/why-even-the-gops-expert-witness-undermines-trumps-defenses/#.XekOST0vTMw.twitter
[1] https://twitter.com/repfletcher/status/1202387275465863168

Top URLs in Tweet in G10:
[2] https://twitter.com/newsweek/status/1202302801960943619
[2] https://intertheory.threadless.com/
[1] https://saraacarter.com/gaetz-slams-karlan-at-impeachment-hearing-he-used-facts-to-expose-her-extreme-bias/?utm_source=twitter&utm_medium=social&utm_campaign=social-pug
[1] https://dworkinreport.com/2019/12/04/malcolm-nance-just-debunked-gop-conspiracy-theories-and-the-trump-russia-truthers-who-push-them/
[1] https://flagandcross.com/high-crimes/
[1] https://www.washingtonpost.com/opinions/five-myths-about-impeachment/2014/08/01/1f00f4ea-1808-11e4-9e3b-7f2f110c6265_story.html
[1] https://twitter.com/jackking517/status/1201530989396320258
[1] https://saraacarter.com/feldman-who-argued-islamists-never-got-a-chance-to-govern-is-certain-trump-should-be-impeached/?utm_source=twitter&utm_medium=social&utm_campaign=social-pug

Top Domains
Top Domains in Tweet in Entire Graph:
[173] twitter.com
[75] youtube.com
[54] c-span.org
[28] thegreggjarrett.com
[19] washingtontimes.com
[12] flagandcross.com
[8] usatoday.com
[8] actblue.com
[7] etsy.com
[7] hannity.com

Top Domains in Tweet in G1:
[2] foxnews.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] newsweek.com
[1] thegreggjarrett.com
[1] politicususa.com

Top Domains in Tweet in G3:
[12] twitter.com
[11] flagandcross.com
[2] youtube.com
[2] c-span.org
[1] apnews.com
[1] deseret.com
[1] hannity.com
[1] go.com
[1] breitbart.com
[1] instagram.com

Top Domains in Tweet in G4:
[41] c-span.org
[27] twitter.com
[7] youtube.com
[4] actblue.com
[4] politicususa.com
[2] theoldschoolpatriot.com
[2] breitbart.com
[1] paper.li
[1] radioinfluence.com
[1] redstate.com

Top Domains in Tweet in G5:
[25] thegreggjarrett.com
[21] twitter.com
[6] youtube.com
[5] hannity.com
[3] c-span.org
[2] nbcnews.com
[2] warroom.org
[2] msnbc.com
[1] reuters.com
[1] theblaze.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] hannity.com
[1] thegreggjarrett.com
[1] c-span.org

Top Domains in Tweet in G7:
[5] c-span.org
[1] thegreggjarrett.com
[1] breitbart.com

Top Domains in Tweet in G8:
[12] twitter.com
[7] vox.com
[4] dworkinreport.com
[1] townhall.com
[1] actblue.com
[1] thenation.com
[1] washingtontimes.com

Top Domains in Tweet in G9:
[2] c-span.org
[2] alternet.org
[2] nypost.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] saraacarter.com
[2] threadless.com
[1] dworkinreport.com
[1] flagandcross.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7881] impeachmenthearing
[5097] shameful
[199] repgaetz
[101] trump
[95] impeachmentinquiry
[87] impeachment
[84] impeachmenthoax
[69] biden2020
[68] obamagate
[66] impeachinghearings



Top Hashtags in Tweet in G1:
[3965] impeachmenthearing
[3943] shameful
[2] housedemocrats
[1] impeachmenthoax
[1] impeachinghearings
[1] democrats
[1] ukraine
[1] impeachmentinquiry
[1] criminal
[1] thursdaymorning

Top Hashtags in Tweet in G2:
[541] impeachmenthearing
[489] shameful
[10] impeachinghearings
[4] impeachmenthoax
[4] rudycolludy
[4] ukrainegate
[3] pamelakarlan
[3] fart
[3] blackface
[3] hypocrites

Top Hashtags in Tweet in G3:
[302] impeachmenthearing
[150] shameful
[23] trumpisalaughingstock
[14] fakepotus
[12] impeachmenthoax
[11] nadler
[11] corruptgop
[11] liarinchief
[9] obstructionofjustice
[9] rt

Top Hashtags in Tweet in G4:
[451] impeachmenthearing
[39] shameful
[18] impeachmentinquiry
[18] impeachment
[12] impeachmenthoax
[9] turley
[8] impeachinghearings
[7] repgaetz
[6] impeachmenthearings
[5] impeachtrump

Top Hashtags in Tweet in G5:
[382] impeachmenthearing
[120] shameful
[13] impeachinghearings
[11] america
[11] political
[9] impeachmenthoax
[6] trump2020landslide
[6] kaga2020
[6] votetrump2020
[5] impeachmentinquiry

Top Hashtags in Tweet in G6:
[208] impeachmenthearing
[85] shameful
[13] impeachmenthoax
[12] courageunderfire
[12] jonathanturley
[10] thuglife
[10] spotifywrapped
[10] barrontrump
[10] impeachment
[10] devinnunes

Top Hashtags in Tweet in G7:
[277] impeachmenthearing
[137] shameful
[12] impeachmentinquiry
[2] impeachmenthearings
[1] judiciarycommittee
[1] trump2020
[1] maga2020
[1] makeliberalscryagain
[1] kag

Top Hashtags in Tweet in G8:
[383] impeachmenthearing
[18] impeachmenttaskforce
[7] impeachmentinquiry
[6] impeachment
[5] repgaetz
[4] kag
[4] maga
[4] fakeimpeachment
[4] impeachtrump
[4] melania

Top Hashtags in Tweet in G9:
[463] impeachmenthearing
[62] shameful
[8] maga
[7] impeachmenthearings
[6] draintheswamp
[4] impeachmenthoax
[4] foxnews
[3] trump
[1] impeachmentinquiry
[1] kag

Top Hashtags in Tweet in G10:
[173] repgaetz
[69] impeachmenthearing
[15] russia
[7] trump
[7] shameful
[6] bribery
[6] gop
[5] impeachinghearings
[5] undertheinfluence
[5] disgrace

Top Words
Top Words in Tweet in Entire Graph:
[8423] Words in Sentiment List#1: Positive
[22735] Words in Sentiment List#2: Negative
[164] Words in Sentiment List#3: Angry/Violent
[471094] Non-categorized Words
[502254] Total Words
[18548] #impeachmenthearing
[8610] s
[5258] record
[5098] #shameful
[5097] obtained

Top Words in Tweet in G1:
[3970] #impeachmenthearing
[3944] #shameful
[3941] enter
[3941] record
[3940] obtained
[3939] unanimous
[3939] consent
[11] repmikejohnson
[8] president
[7] chairman

Top Words in Tweet in G2:
[4557] s
[4305] #impeachmenthearing
[3718] #impeachinghearings
[3081] report
[2276] look
[2269] president
[1804] maybe
[1802] wiretapping
[1802] political
[1802] opponent

Top Words in Tweet in G3:
[3753] year
[3749] 13
[3749] old
[2618] #impeachmenthearing
[2259] s
[1857] realdonaldtrump
[1570] president
[1380] barron
[1259] prof
[1255] bully

Top Words in Tweet in G4:
[1174] #impeachmenthearing
[355] trump
[268] president
[254] s
[215] karlan
[168] ukraine
[160] impeachment
[136] defeat
[124] here
[122] interference

Top Words in Tweet in G5:
[1108] #impeachmenthearing
[420] s
[290] need
[231] witnesses
[224] t
[203] record
[190] chance
[175] report
[168] attack
[166] curtain

Top Words in Tweet in G6:
[1009] #impeachmenthearing
[639] karlan
[426] 13
[426] year
[426] old
[398] sham
[372] trump
[362] pamela
[346] child
[331] democrats

Top Words in Tweet in G7:
[1118] trump
[984] #impeachmenthearing
[588] barron
[535] karlan
[525] today's
[523] witness
[522] professor
[519] expert
[518] judiciary
[518] committee

Top Words in Tweet in G8:
[521] #impeachmenthearing
[470] out
[357] s
[267] book
[265] read
[265] neal_katyal
[240] really
[240] during
[240] house
[237] republicans

Top Words in Tweet in G9:
[634] #impeachmenthearing
[385] jerry
[385] nadler
[385] democrats'
[255] oops
[255] sleepy
[255] caught
[255] dozing
[255] chaired
[255] house

Top Words in Tweet in G10:
[372] #impeachmenthearing
[346] baron
[224] karlan
[211] prof
[190] trump
[173] #repgaetz
[170] fox
[169] #trump
[169] t
[160] attacked

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5098] #shameful,#impeachmenthearing
[5093] enter,record
[5093] record,#shameful
[5092] obtained,unanimous
[5092] unanimous,consent
[5092] consent,enter
[4548] year,old
[4545] 13,year
[4504] #impeachmenthearing,#impeachinghearings
[2334] political,opponent

Top Word Pairs in Tweet in G1:
[3944] #shameful,#impeachmenthearing
[3940] enter,record
[3940] record,#shameful
[3939] obtained,unanimous
[3939] unanimous,consent
[3939] consent,enter
[7] chairman,nadler
[4] changed,chairman
[4] nadler,#impeachmenthearing
[4] repmikejohnson,obtained

Top Word Pairs in Tweet in G2:
[3546] #impeachmenthearing,#impeachinghearings
[1802] wiretapping,political
[1802] political,opponent
[1802] opponent,impeachable
[1802] impeachable,offense
[1802] offense,look
[1802] look,forward
[1802] forward,reading
[1802] reading,inspector
[1802] inspector,general

Top Word Pairs in Tweet in G3:
[3749] 13,year
[3749] year,old
[1267] old,barron
[1233] president,realdonaldtrump
[1233] realdonaldtrump,13
[1233] old,#impeachmenthearing
[1233] #impeachmenthearing,prof
[1233] prof,#pamelakarlan
[1233] #pamelakarlan,bully
[1233] bully,throwing

Top Word Pairs in Tweet in G4:
[86] s,#impeachmenthearing
[85] today's,#impeachmenthearing
[85] pamela,karlan
[84] abuse,power
[74] expert,noahrfeldman
[72] beyond,hearsay
[72] hearsay,now
[72] now,democrat
[72] democrat,expert
[72] noahrfeldman,testifying

Top Word Pairs in Tweet in G5:
[120] obtained,unanimous
[120] unanimous,consent
[120] consent,enter
[120] enter,record
[120] record,#shameful
[120] #shameful,#impeachmenthearing
[111] #impeachmenthearing,#impeachinghearings
[96] today's,#impeachmenthearing
[95] need,factual
[95] factual,witnesses

Top Word Pairs in Tweet in G6:
[426] 13,year
[426] year,old
[358] pamela,karlan
[343] child,#impeachmenthearing
[316] barron,trump
[262] old,barron
[260] trump,#impeachmenthearing
[258] impeachment,sham
[258] sham,going
[258] going,poorly

Top Word Pairs in Tweet in G7:
[586] barron,trump
[522] today's,#impeachmenthearing
[519] expert,witness
[519] professor,karlan
[518] judiciary,committee
[518] committee,expert
[518] witness,professor
[518] karlan,donated
[518] donated,hillary
[518] hillary,clinton

Top Word Pairs in Tweet in G8:
[234] house,judiciary
[234] #impeachmenthearing,republicans
[233] read,book
[233] leaving,out
[231] know,really
[231] really,misleading
[231] misleading,during
[231] during,yesterday
[231] yesterday,s
[231] s,house

Top Word Pairs in Tweet in G9:
[385] jerry,nadler
[255] oops,sleepy
[255] sleepy,jerry
[255] nadler,caught
[255] caught,dozing
[255] dozing,chaired
[255] chaired,house
[255] house,democrats'
[255] democrats',#impeachmenthearing
[255] #impeachmenthearing,sound

Top Word Pairs in Tweet in G10:
[188] prof,karlan
[159] isn,t
[155] #repgaetz,gotten
[155] gotten,fox
[155] fox,news
[155] news,soundbite
[155] soundbite,suggesting
[155] suggesting,wrongly
[155] wrongly,prof
[155] karlan,attacked

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@robingivhan
@repadamschiff
@repmikejohnson
@speakerpelosi
@presssec
@mattgaetz
@lindseygrahamsc
@repmattgaetz
@govmikehuckabee

Top Replied-To in G1:
@repmikejohnson
@seanspicer

Top Replied-To in G2:
@repmattgaetz

Top Replied-To in G3:
@realdonaldtrump
@repmikejohnson
@presssec
@chuckgrassley
@adamparkhomenko
@news_ntd
@owengreaves
@tppatriots
@benshapiro
@speakerpelosi

Top Replied-To in G4:
@repadamschiff
@realdonaldtrump
@speakerpelosi
@gopleader
@byronyork
@thehill
@cnn
@riegerreport
@jonathanturley
@repdougcollins

Top Replied-To in G5:
@robingivhan
@speakerpelosi
@msnbc
@realdonaldtrump
@hughbeaddle
@violacanales
@reuters
@cnnpolitics
@repstevechabot
@cassandrarules

Top Replied-To in G6:
@scottpresler

Top Replied-To in G7:
@timrunshismouth
@donaldjtrumpjr

Top Replied-To in G8:
@funder
@acyn
@kenvogel
@neal_katyal
@realdonaldtrump
@aoc
@angrierwhstaff
@teamtrump
@atrupar
@cdillard65

Top Replied-To in G9:
@trumpwarroom
@rawstory
@kchenette
@briantylercohen

Top Replied-To in G10:
@mattgaetz
@joyannreid
@mayawiley
@jsolomonreports
@therickwilson
@qeyetdogbytes
@cindymclennan
@saracarterdc
@speakerpelosi

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@neal_katyal
@tribelaw
@flotus
@potus
@repmattgaetz
@seanhannity
@speakerpelosi
@morningsmaria
@foxbusiness

Top Mentioned in G1:
@repandybiggsaz
@repmikejohnson
@flotus
@housejudiciary
@realdonaldtrump
@cnn
@chriscuomo
@cuomoprimetime

Top Mentioned in G2:
@repmattgaetz
@realdonaldtrump
@nnavajojohn
@marthamaccallum
@foxnews

Top Mentioned in G3:
@realdonaldtrump
@morningsmaria
@foxbusiness
@whitehouse
@flotus
@repmikejohnson
@seanhannity
@repmattgaetz
@jonathanturley
@potus

Top Mentioned in G4:
@jim_jordan
@noahrfeldman
@realdonaldtrump
@housegop
@speakerpelosi
@maddow
@jonathanturley
@politicususa
@repmattgaetz
@tedlieu

Top Mentioned in G5:
@flotus
@potus
@seanhannity
@foxnews
@repmattgaetz
@stanfordlaw
@joebiden
@speakerpelosi
@realdonaldtrump
@repstevechabot

Top Mentioned in G6:
@realdonaldtrump
@repmattgaetz
@flotus
@housejudiciary
@marthamaccallum
@foxnews

Top Mentioned in G7:
@realdonaldtrump
@repmattgaetz
@flotus
@marthamaccallum
@foxnews
@potus
@donaldjtrumpjr

Top Mentioned in G8:
@neal_katyal
@tribelaw
@gop
@devinpandy
@repraskin
@housegop
@jonathanturley
@teamtrump
@potus
@realdonaldtrump

Top Mentioned in G9:
@realdonaldtrump
@repfletcher
@kellyannepolls
@repmattgaetz
@foxnews
@flotus
@thebestcloser

Top Mentioned in G10:
@mattgaetz
@saracarterdc
@philehr
@realdonaldtrump
@ewliberty
@patribotics
@joyannreid
@girlsreallyrule
@vbarnett323
@morningsmaria

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jim_peoples_
@drocktrot
@joefreedomlove
@sharneal
@independent
@missyjo79
@isidormeyer1
@manmet80
@dancas2

Top Tweeters in G1:
@babysgramma
@msavaarmstrong
@k1a1zzz
@lovecovfefe2020
@rratkinson
@sandyriccobono
@organic2016
@drofdem
@indecardio
@miltonespinozaf

Top Tweeters in G2:
@jim_peoples_
@isidormeyer1
@miller_gwen
@votingred1
@ladyredwave
@growingaway
@kentpg
@dsdr2011
@bamaperry
@turfline

Top Tweeters in G3:
@debilu2
@israelnewslinks
@cheezwitham
@rockynickydog
@lindacollins11
@joni_looking
@frlarousse2
@sonialavera
@geegeebythesea
@meedgeknowsbest

Top Tweeters in G4:
@davidlance3
@thehill
@tottenbill
@princessbibirf_
@janet_yackle
@billieo2
@dpmax100
@dismisstrump
@buffaloon
@smell3roses

Top Tweeters in G5:
@dclarediane
@debrammason1
@cargo_pal
@mary620497
@fasting39
@mitchiepoo46
@texangalcindy
@lyndag1963
@reuters
@gaetasusan

Top Tweeters in G6:
@sharneal
@missyjo79
@clark7950
@cheri_kentucky
@thornedella
@shirleyringuet5
@ymcglaun
@cc125
@sunnyjl52
@celesteherget

Top Tweeters in G7:
@joefreedomlove
@texasfreedom101
@marty713
@mikedesai
@icare4america16
@hwholcomb
@jackiemcreath1
@dianachic1
@drsue19380
@vlovesanimals

Top Tweeters in G8:
@homegypsy
@joekoffee
@79topper
@tadrow
@wellness4you13
@teram323tere
@castonchris
@sylviaz1913
@jjj5819
@mms5048

Top Tweeters in G9:
@patriot_girl_tx
@lucysullivan888
@davealvord164
@friendlyjmc
@harrietbaldwin
@chris11962
@janiek13
@wendydcoe
@desdeflorida
@jjdj1187

Top Tweeters in G10:
@manmet80
@cindy_52s
@mjgranger1
@kharyp
@therickwilson
@amaliada
@themominatrixx
@multijo1
@gloriaseattlewa
@justininglv