Elizabeth Warren, Twitter, 10/22/2019 10:56:25 AM, 213772


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Elizabeth Warren_2019-10-22_03-22-31.xlsx
Elizabeth Warren_2019-10-22_03-22-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 22, 2019
Short Description:
Elizabeth Warren via NodeXL http://bit.ly/2Jd0UXh
@lizcgoodwin
@thehill
@ewarren
@trumpwarroom
@adamcbest
@richncbarn
@stangleskid
@realsaavedra
@senwarren
@bethlynch2020

Top hashtags:
#elizabethwarren
#israel
#president
#warren2020
#jino
#new
#medicareforall
#warren

Description:
Description
The graph represents a network of 5,327 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 October 2019 at 10:23 UTC.

The requested start date was Tuesday, 22 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 41-minute period from Sunday, 20 October 2019 at 21:17 UTC to Monday, 21 October 2019 at 21:58 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[113] https://www.politico.com/news/2019/10/20/elizabeth-warren-senate-lobbyists-record-051514
[105] https://www.bloomberg.com/tosv2.html?vid=&uuid=8628f1d0-f41d-11e9-aafa-254df476e2b8&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0yMS96dWNrZXJiZXJnLW9mZmVyZWQtYWR2aWNlLWluLWhpcmluZy10by1idXR0aWdpZWctaW4tcmFyZS1tb3Zl
[44] https://www.breitbart.com/politics/2019/10/20/elizabeth-warren-transgender-border-crossers-must-released-u-s/
[43] https://twitter.com/lizcgoodwin/status/1186013762614157315
[39] https://uncoverdc.com/2019/10/12/journalists-in-name-only-cover-for-elizabeth-warren/
[27] https://www.usatoday.com/story/news/politics/elections/2019/10/21/iowa-caucuses-pete-buttigieg-elizabeth-warren-joe-biden-top-poll/4025797002/
[23] https://dailycaller.com/2019/10/21/elizabeth-warren-threatens-israel-aid-netanyahu/
[23] https://www.davidharrisjr.com/doug/elizabeth-warren-wants-to-tax-the-stuff-she-cant-outright-ban/
[19] https://www.westernjournal.com/elizabeth-warren-says-transgender-border-crossers-must-released-united-states/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[19] https://www.independent.co.uk/voices/julian-castro-democratic-debate-2020-campaign-joe-biden-elizabeth-warren-a9162161.html

Top URLs in Tweet in G1:
[1] https://politi.co/2HacoK9
[1] https://twitter.com/lizcgoodwin/status/1186013762614157315

Top URLs in Tweet in G2:
[13] https://www.westernjournal.com/elizabeth-warren-says-transgender-border-crossers-must-released-united-states/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[7] https://www.westernjournal.com/elizabeth-warren-says-transgender-border-crossers-must-released-united-states/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[7] https://www.westernjournal.com/elizabeth-warren-says-transgender-border-crossers-must-released-united-states/
[6] https://www.foxnews.com/opinion/justin-haskins-elizabeth-warren-is-pretending-to-be-something-shes-not-lets-not-fall-for-her-masquerade
[5] https://www.politico.com/news/2019/10/20/elizabeth-warren-senate-lobbyists-record-051514
[5] https://www.huffpost.com/entry/elizabeth-warren-michael-novogratz-wealthy-lighten-up_n_5dab8fb9e4b0f34e3a76bba6
[5] https://www.dailykos.com/stories/2019/10/21/1894028/-Elizabeth-Warren-s-education-plan-tackles-privatization-segregation-and-high-stakes-testing
[5] https://newrepublic.com/article/155268/house-representative-katie-porter-schools-ben-carson-orea-jamie-dimon?fbclid=IwAR3QLZG4bd61A9lwpQ0MiyeVL5dmfNpVtGcRorB2fUz9PnaSSkSTtOnKZJs
[4] https://www.westernjournal.com/elizabeth-warren-says-transgender-border-crossers-must-released-united-states/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[4] https://www.washingtonpost.com/education/2019/10/21/elizabeth-warren-calls-billions-new-dollars-reform-prek-schools-fight-privatization-heres-how-she-plans-pay-it/

Top URLs in Tweet in G3:
[2] https://trib.al/GYSmUn9
[1] https://cnn.it/2W4AUTq
[1] https://trib.al/P63kCAz
[1] https://www.politico.com/news/2019/10/20/elizabeth-warren-senate-lobbyists-record-051514

Top URLs in Tweet in G5:
[12] https://dailycaller.com/2019/10/21/elizabeth-warren-threatens-israel-aid-netanyahu/
[7] https://www.politico.com/news/2019/10/20/elizabeth-warren-senate-lobbyists-record-051514
[5] https://www.youtube.com/watch?v=xvRCyp3G7As&feature=youtu.be

[4] https://www.youtube.com/watch?v=6Lo1WQY5nSQ&feature=youtu.be

[4] https://www.youtube.com/watch?v=Su668BqEs-s&feature=youtu.be

[3] https://www.politico.com/news/2019/10/14/elizabeth-warren-medicare-for-all-sanders-044457
[2] https://www.oann.com/lobbyists-claim-elizabeth-warrens-record-does-not-match-her-rhetoric/
[2] https://twitter.com/platinumandbold/status/1185913809409576961
[2] https://www.youtube.com/watch?v=uZfokHoYfCY&feature=youtu.be

[2] https://trib.al/Q7abe0P

Top URLs in Tweet in G6:
[8] https://www.businessinsider.com/michael-novogratz-billionaires-feel-like-victims-wealth-tax-elizabeth-warren-2019-10
[6] https://theintercept.com/2019/10/21/charter-movement-continues-taking-losses-with-elizabeth-warrens-new-education-plan/
[6] https://www.politico.com/news/2019/10/20/elizabeth-warren-senate-lobbyists-record-051514
[4] https://www.newsweek.com/billionaire-investor-says-market-drops-25-percent-if-elizabeth-warren-elected-president-1465775?utm_campaign=NewsweekTwitter&utm_source=Twitter&utm_medium=Social
[4] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2019/10/21/elizabeth-warren-invest-600-billion-public-schools-teacher-pay-lunch-debt/4046495002/
[3] https://www.usatoday.com/story/news/politics/elections/2019/10/21/iowa-caucuses-pete-buttigieg-elizabeth-warren-joe-biden-top-poll/4025797002/
[3] https://twitter.com/lizcgoodwin/status/1186013762614157315
[3] https://www.westernjournal.com/elizabeth-warren-says-transgender-border-crossers-must-released-united-states/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://secure.actblue.com/donate/20191007_wfp4warren
[2] https://www.independent.co.uk/voices/julian-castro-democratic-debate-2020-campaign-joe-biden-elizabeth-warren-a9162161.html

Top URLs in Tweet in G7:
[2] https://www.foxnews.com/politics/buttigieg-warren-debate-contradiction
[2] https://www.breitbart.com/politics/2019/10/20/elizabeth-warren-transgender-border-crossers-must-released-u-s/
[2] http://iwf.org/blog/2810855/Elizabeth-Warren-Keeps-Dodging-How-She%E2%80%99ll-Pay-for-Medicare-for-all?fbclid=IwAR0WTK5WQBMKQSljzf7SbnkN1c9A-fIMiBcK3piPNc3xrWyThPna68sPJVw
[2] https://www.foxnews.com/opinion/justin-haskins-elizabeth-warren-is-pretending-to-be-something-shes-not-lets-not-fall-for-her-masquerade
[1] https://www.inquirer.com/news/joe-biden-enthusiasm-philadelphia-sad-watch-parties-elizabeth-warren-grassroots-fundraising-20191020.html
[1] https://hannity.com/media-room/almost-there-elizabeth-warren-says-shes-close-to-figuring-out-how-to-pay-for-health-plan/
[1] https://www.foxnews.com/media/michael-bennet-elizabeth-warren-health-care-lying
[1] https://www.breitbart.com/politics/2019/10/21/elizabeth-warren-education-plan-protect-illegal-aliens-end-parental-choice/
[1] https://www.bloomberg.com/news/articles/2019-10-17/warren-left-30-trillion-short-of-paying-for-her-health-plan?srnd=politics-vp

Top URLs in Tweet in G8:
[67] https://www.politico.com/news/2019/10/20/elizabeth-warren-senate-lobbyists-record-051514
[16] https://theintercept.com/2019/10/21/alexandria-ocasio-cortez-aoc-bernie-sanders-endorsement/
[9] https://www.theguardian.com/commentisfree/2019/oct/21/elizabeth-warren-vague-healthcare-strategy?CMP=twt_b-usopinion_c-us
[5] https://jacobinmag.com/2019/09/elizabeth-warren-education-public-schools
[4] https://twitter.com/altochulo/status/1185627245546749953
[3] https://www.currentaffairs.org/2019/10/why-criticize-warren
[3] https://www.currentaffairs.org/2019/10/why-criticize-warren?fbclid=IwAR1C2njwu0o5qUJBmUV4Z2PGzKfLh3oMkRT1xDfXXhkTzZRnx6rSfh4_DEY
[2] https://www.politico.com/magazine/amp/story/2019/04/12/elizabeth-warren-profile-young-republican-2020-president-226613
[1] https://twitter.com/KenHicken/status/1185936021999046656
[1] http://www.surveyusa.com/client/PollReport.aspx?g=3f8c15c0-bab5-4d13-b944-5b368f707417

Top URLs in Tweet in G9:
[2] https://www.axios.com/romney-elizabeth-warren-trump-2020-elections-936cdd17-b637-43f0-9ac7-09c3607b8a71.html
[1] https://www.newsweek.com/trump-losing-democratic-frontrunners-minnesota-poll-1466642
[1] https://www.youtube.com/watch?v=lL6uB1z95gA

[1] https://twitter.com/seaneldridge/status/1186338970160029698

Top URLs in Tweet in G10:
[7] https://dailycaller.com/2019/10/21/elizabeth-warren-threatens-israel-aid-netanyahu/
[6] https://www.foxnews.com/media/elizabeth-warren-wealth-tax-legal-practical-fox-nation
[4] https://www.weaselzippers.us/435771-elizabeth-warren-repeats-the-lie-that-she-was-fired-for-being-pregnant/
[4] https://www.redstate.com/tladuke/2019/10/21/finally-elizabeth-warren-will-unveil-medicare-plan.-still-go-broke-it./
[2] https://www.breitbart.com/politics/2019/10/20/elizabeth-warren-transgender-border-crossers-must-released-u-s/
[1] https://www.theblaze.com/news/elizabeth-warren-undermine-relations-with-israel-if-elected-president
[1] https://twitchy.com/dougp-3137/2019/10/21/are-you-kidding-me-guess-what-elizabeth-i-have-a-plan-for-that-warren-does-not-have-a-plan-for-but-shes-getting-close-video/
[1] https://www.breitbart.com/politics/2019/10/21/elizabeth-warren-education-plan-protect-illegal-aliens-end-parental-choice/
[1] https://www.zerohedge.com/personal-finance/problem-elizabeth-warrens-wealth-tax-plan
[1] https://www.bizpacreview.com/2019/10/21/elizabeth-warren-tells-dhs-it-must-must-release-transgender-border-crossers-into-the-us-84205

Top Domains
Top Domains in Tweet in Entire Graph:
[136] politico.com
[128] twitter.com
[110] bloomberg.com
[61] breitbart.com
[51] westernjournal.com
[45] theguardian.com
[43] trib.al
[39] uncoverdc.com
[38] foxnews.com
[32] usatoday.com

Top Domains in Tweet in G1:
[1] politi.co
[1] twitter.com

Top Domains in Tweet in G2:
[41] westernjournal.com
[26] twitter.com
[18] theguardian.com
[11] politico.com
[10] foxnews.com
[9] huffpost.com
[7] yahoo.com
[5] nationalreview.com
[5] nytimes.com
[5] dailykos.com

Top Domains in Tweet in G3:
[3] trib.al
[1] cnn.it
[1] politico.com

Top Domains in Tweet in G5:
[20] youtube.com
[12] dailycaller.com
[11] politico.com
[5] twitter.com
[3] trib.al
[2] oann.com
[2] bit.ly
[2] politi.co
[1] jacobinmag.com
[1] thestar.com

Top Domains in Tweet in G6:
[10] twitter.com
[10] businessinsider.com
[6] theintercept.com
[6] politico.com
[5] newsweek.com
[5] nytimes.com
[4] usatoday.com
[4] desmoinesregister.com
[3] actblue.com
[3] westernjournal.com

Top Domains in Tweet in G7:
[5] foxnews.com
[3] breitbart.com
[2] iwf.org
[1] inquirer.com
[1] hannity.com
[1] bloomberg.com

Top Domains in Tweet in G8:
[69] politico.com
[16] theintercept.com
[10] theguardian.com
[7] twitter.com
[6] currentaffairs.org
[6] jacobinmag.com
[2] bloomberg.com
[1] surveyusa.com
[1] statuscoup.com
[1] mastodon.social

Top Domains in Tweet in G9:
[2] axios.com
[1] newsweek.com
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[7] dailycaller.com
[6] foxnews.com
[4] weaselzippers.us
[4] redstate.com
[3] breitbart.com
[1] theblaze.com
[1] twitchy.com
[1] zerohedge.com
[1] bizpacreview.com
[1] newsweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[71] elizabethwarren
[61] israel
[60] president
[48] warren2020
[39] jino
[35] new
[29] medicareforall
[14] warren
[14] foxnews
[13] yanggang



Top Hashtags in Tweet in G1:
[1] teamwarren
[1] amjoy
[1] warren2020

Top Hashtags in Tweet in G2:
[7] elizabethwarren
[7] smartnews
[4] warren
[3] democrats
[3] medicareforall
[2] bernie2020
[2] wallstreet
[2] media
[2] foxnews
[2] berniesback

Top Hashtags in Tweet in G5:
[5] medicareforall
[4] berniesback
[3] singlepayer
[3] medicare4all
[2] oann
[1] warrendonor
[1] khive
[1] berniesanders
[1] warren2020

Top Hashtags in Tweet in G6:
[7] warren2020
[4] medicareforall
[3] democrats
[2] teamwarren
[2] winwithwarren
[2] aftvotes
[2] us
[2] democrat
[2] lebanon
[1] medicare4all

Top Hashtags in Tweet in G7:
[1] rt

Top Hashtags in Tweet in G8:
[13] medicareforall
[10] berniesanders
[4] khive
[1] compassion
[1] votebluenomatterwho
[1] sanders
[1] hecrushedher

Top Hashtags in Tweet in G9:
[4] impeachment
[4] maga
[1] emolumentsclause

Top Hashtags in Tweet in G10:
[55] israel
[54] elizabethwarren
[54] president
[6] foxnews
[4] hypocrisy
[1] democratshavelostmind
[1] trumplovesisrael
[1] trump2020
[1] leadright
[1] jino

Top Words
Top Words in Tweet in Entire Graph:
[3866] Words in Sentiment List#1: Positive
[3026] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[114217] Non-categorized Words
[121109] Total Words
[4413] warren
[4159] elizabeth
[1288] s
[1041] bernie
[893] plan

Top Words in Tweet in G1:
[344] elizabeth
[342] warren
[339] bernie
[333] lizcgoodwin
[333] work
[331] aoc's
[331] endorsement
[331] fan
[331] congresswoman
[331] done

Top Words in Tweet in G2:
[279] warren
[263] elizabeth
[70] s
[43] plan
[38] transgender
[36] border
[35] crossers
[35] released
[33] united
[33] states

Top Words in Tweet in G3:
[287] elizabeth
[287] warren
[267] adamcbest
[264] responsible
[264] progressive
[263] claim
[263] copy
[263] such
[263] joke
[263] starting

Top Words in Tweet in G4:
[254] elizabeth
[254] warren
[245] bernie
[239] aoc
[238] being
[238] stangleskid
[237] found
[237] secret
[237] supporting
[237] simultaneously

Top Words in Tweet in G5:
[244] elizabeth
[237] warren
[107] thehill
[79] sen
[76] bernie
[73] sanders
[73] pay
[58] being
[54] question
[52] people

Top Words in Tweet in G6:
[142] warren
[113] elizabeth
[109] ewarren
[76] plan
[60] s
[50] education
[33] out
[26] public
[26] candidate
[26] schools

Top Words in Tweet in G7:
[263] warren
[203] elizabeth
[184] medicare
[173] debate
[171] trumpwarroom
[166] answer
[164] pete
[164] buttigieg's
[164] recent
[164] attack

Top Words in Tweet in G8:
[223] warren
[137] elizabeth
[77] s
[60] bethlynch2020
[54] t
[49] campaign
[44] record
[43] rhetoric
[42] bernie
[42] senate

Top Words in Tweet in G9:
[186] pompeo
[186] wanted
[186] more
[186] hated
[186] within
[186] statedept
[186] line
[186] gstephanopoulos
[186] today
[186] certainly

Top Words in Tweet in G10:
[164] warren
[143] plan
[125] elizabeth
[82] transgender
[56] elected
[55] #israel
[54] #elizabethwarren
[54] indicates
[54] undermine
[54] relations

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3952] elizabeth,warren
[373] lizcgoodwin,elizabeth
[373] warren,aoc's
[373] aoc's,bernie
[373] bernie,endorsement
[373] endorsement,fan
[373] fan,congresswoman
[373] congresswoman,done
[373] done,terrific
[373] terrific,work

Top Word Pairs in Tweet in G1:
[342] elizabeth,warren
[331] lizcgoodwin,elizabeth
[331] warren,aoc's
[331] aoc's,bernie
[331] bernie,endorsement
[331] endorsement,fan
[331] fan,congresswoman
[331] congresswoman,done
[331] done,terrific
[331] terrific,work

Top Word Pairs in Tweet in G2:
[245] elizabeth,warren
[35] border,crossers
[34] transgender,border
[33] united,states
[33] warren,transgender
[32] released,united
[24] crossers,'must'
[24] 'must',released
[16] elizabeth,warren's
[15] warren,s

Top Word Pairs in Tweet in G3:
[287] elizabeth,warren
[263] claim,elizabeth
[263] warren,copy
[263] copy,such
[263] such,joke
[263] joke,responsible
[263] responsible,starting
[263] starting,wave
[263] wave,progressive
[262] adamcbest,claim

Top Word Pairs in Tweet in G4:
[254] elizabeth,warren
[237] found,secret
[237] secret,supporting
[237] supporting,elizabeth
[237] warren,simultaneously
[237] simultaneously,being
[237] being,mad
[237] mad,aoc
[237] aoc,endorsing
[237] endorsing,bernie

Top Word Pairs in Tweet in G5:
[223] elizabeth,warren
[67] bernie,sanders
[61] sen,elizabeth
[49] question,saying
[49] saying,elizabeth
[49] warren,bernie
[49] sanders,being
[49] being,straight
[49] straight,people
[49] people,pay

Top Word Pairs in Tweet in G6:
[104] elizabeth,warren
[15] public,education
[15] education,plan
[14] mark,zuckerberg
[14] put,out
[14] out,plan
[13] plan,over
[13] over,next
[13] next,few
[13] few,weeks

Top Word Pairs in Tweet in G7:
[203] elizabeth,warren
[164] pete,buttigieg's
[164] buttigieg's,recent
[164] recent,attack
[164] attack,elizabeth
[164] warren,over
[164] over,medicare
[164] medicare,contradicts
[164] contradicts,previous
[164] previous,debate

Top Word Pairs in Tweet in G8:
[129] elizabeth,warren
[59] bethlynch2020,warren
[54] warren,s
[42] s,senate
[42] senate,record
[42] record,doesn
[42] doesn,t
[42] t,match
[42] match,campaign
[42] campaign,rhetoric

Top Word Pairs in Tweet in G9:
[186] pompeo,wanted
[186] wanted,more
[186] more,hated
[186] hated,within
[186] within,statedept
[186] statedept,line
[186] line,gstephanopoulos
[186] gstephanopoulos,today
[186] today,certainly
[186] certainly,going

Top Word Pairs in Tweet in G10:
[103] elizabeth,warren
[54] #elizabethwarren,indicates
[54] indicates,plan
[54] plan,undermine
[54] undermine,relations
[54] relations,#israel
[54] #israel,elected
[54] elected,#president
[54] #president,states
[54] transgender,border

Top Replied-To
Top Replied-To in Entire Graph:
@ewarren
@pamkeithfl
@danteatkins
@thehill
@realdonaldtrump
@paulangelo7371
@tamaradraut
@adamcbest
@savagejoymarie1
@bakari_sellers

Top Replied-To in G1:
@lizcgoodwin
@marisakabas

Top Replied-To in G3:
@adamcbest
@lucinda_david
@bowerskorey

Top Replied-To in G4:
@stangleskid

Top Replied-To in G5:
@thehill
@sun_berry
@staten73
@atrain007
@dailycaller
@amyklobuchar
@tripgabriel
@30aseawitch
@jacob__castillo
@joshring4yang

Top Replied-To in G6:
@ewarren
@buniculatv
@thizgirltho
@teenietv
@joshtpm
@pawarnhoff
@thesmockinggun2
@michelefife
@rweingarten
@leahmcelrath

Top Replied-To in G8:
@danteatkins
@ewarren
@savagejoymarie1
@carolburris
@johncause
@berniebrostar
@bourgeoisalien
@jilevin
@jvgraz
@krystalball

Top Replied-To in G9:
@ljbreedlove

Top Replied-To in G10:
@itonill

Top Mentioned
Top Mentioned in Entire Graph:
@lizcgoodwin
@adamcbest
@stangleskid
@statedept
@gstephanopoulos
@glennkesslerwp
@trumpwarroom
@realsaavedra
@ewarren
@senwarren

Top Mentioned in G1:
@lizcgoodwin
@mattyglesias
@huntcw
@maddenifico
@mikeyfranklin
@sharpton
@proudresister

Top Mentioned in G2:
@skjultster
@fan_tonk
@robjh1
@krissekris
@cfcpac
@leaveyourstamp
@exrayfusion
@ben_geye
@genz4warren

Top Mentioned in G3:
@adamcbest
@lizcgoodwin
@cnnpolitics
@markus841
@dvglasgow
@organizingpower
@randelporter

Top Mentioned in G4:
@stangleskid
@lizcgoodwin
@adamcbest
@boatman_jw

Top Mentioned in G5:
@thehill
@philosophrob
@politico
@youtube
@amyklobuchar
@dailycaller
@bidar411
@tulsigabbard
@admiralmpj
@oann

Top Mentioned in G6:
@ewarren
@rmc031
@businessinsider
@juliancastro
@kumarraonyc
@ca_for_warren
@buniculatv
@dimi
@aoc
@taylornrogers

Top Mentioned in G7:
@trumpwarroom
@seanhannity
@francisbrennan
@foxbusiness
@diamondandsilk
@brad_polumbo
@yogagenie
@lrihendry
@charliekirk11
@realsaavedra

Top Mentioned in G8:
@bethlynch2020
@ryangrim
@aoc
@organizingpower
@queeninyeiiow
@heyredrose
@nathanjrobinson
@bernforbernie20
@danteatkins
@geminiwahhaj

Top Mentioned in G9:
@statedept
@gstephanopoulos
@glennkesslerwp
@ellievan65
@lizcgoodwin
@linc0lnpark
@sahilkapur
@chuckwendig
@crawlieswithcri
@stangleskid

Top Mentioned in G10:
@darhar981
@aramaithea
@dfbharvard
@itonill
@laylaalisha11
@jrinpueblo
@cig_kingjames
@thegreatfeather
@bamajaxx
@faagifts

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@the_news_diva
@alllibertynews
@jurylady5
@phildecarolis
@chris_1791
@vrai777
@immoralreport
@commonpatriot

Top Tweeters in G1:
@paxnostrum
@solusnan1
@markfromhalsey
@billieo2
@jrbkjrbk
@antipandemonium
@rrnunez
@ant95four
@cmarpa
@ab_owl

Top Tweeters in G2:
@the_news_diva
@vrai777
@marciojmsilva
@libertea2012
@mapocoloco
@dmataconis
@fl85
@beatricelacy
@dubvnow
@watchlatestnews

Top Tweeters in G3:
@feministajones
@radlein
@marconavarrolor
@amyayers16
@morr_1980
@stacymichelleb
@herecomesrow
@fightnightatjoe
@m_k_fletcher
@mumbly_joe

Top Tweeters in G4:
@n7irl
@msjbe20a
@anthropic
@arthur_affect
@kerseilannister
@heysyd
@lechatsavant
@raspmarytea
@shirozora
@corlesshanson

Top Tweeters in G5:
@alizardx
@thehill
@margaritateresa
@godandthebear
@politico
@dailycaller
@cosmomaniabruce
@laura_lthomp
@thebling_vote
@admiralmpj

Top Tweeters in G6:
@businessinsider
@damonbethea1
@politicalant
@llstudent08
@gonzalobarria
@lbpyyz
@chinghizm
@mdtoorder
@leahmcelrath
@forbes

Top Tweeters in G7:
@joefreedomlove
@usatopguns
@icare4america16
@24hrtvmazi
@rncat50
@theconservitar3
@emmy600
@vhalen67
@lumezgo77
@dontrumpeone

Top Tweeters in G8:
@drdaveanddee
@jilevin
@ganbare__ginkun
@washingtonpost
@miyamaeyukari
@truman_town
@whattheplucked
@bill_owen
@dmatkins137
@cujowasagoodboy

Top Tweeters in G9:
@monicasloves
@debi129
@new_narrative
@noholidayforgop
@mms5048
@burcham_don
@everyhumanknows
@debsomewhere
@glpiman
@chuckwendig

Top Tweeters in G10:
@yojudenz
@jimdwrench
@saminhim
@darhar981
@boyd_2650
@spacema09104056
@hlaurora63
@cs00582scs
@deenie7940
@rubylu18