mail ballot, Twitter, 5/30/2020 8:39:02 PM, 228529


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mail ballot_2020-05-30_09-33-41.xlsx
mail ballot_2020-05-30_09-33-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 30, 2020
Short Description:
mail ballot via NodeXL https://bit.ly/3ew1IUz
@scavino45
@realdonaldtrump
@c_3c_3
@jennycohn1
@violetreads
@dipaologeno
@pastatedept
@mclibertea
@marilynrmarks1
@nasedorg

Top hashtags:
#votebymail
#vote
#pennsylvaniademocrats
#voterfraud
#trustedinfo2020
#votespa

Description:
Description
The graph represents a network of 18,671 Twitter users whose recent tweets contained "mail ballot", 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, 30 May 2020 at 16:52 UTC.

The tweets in the network were tweeted over the 23-hour, 31-minute period from Friday, 29 May 2020 at 17:02 UTC to Saturday, 30 May 2020 at 16:33 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 : 18671
Unique Edges : 23082
Edges With Duplicates : 1200
Total Edges : 24282
Number of Edge Types : 5
Retweet : 15865
Replies to : 1824
Mentions : 2235
Tweet : 1012
MentionsInRetweet : 3346
Self-Loops : 1071
Reciprocated Vertex Pair Ratio : 0.00394556013654298
Reciprocated Edge Ratio : 0.00786010774529718
Connected Components : 1028
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 16075
Maximum Edges in a Connected Component : 21628
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 3.954869
Graph Density : 6.49650244270041E-05
Modularity : 0.729515
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 18,671 Twitter users whose recent tweets contained "mail ballot", 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, 30 May 2020 at 16:52 UTC.

The tweets in the network were tweeted over the 23-hour, 31-minute period from Friday, 29 May 2020 at 17:02 UTC to Saturday, 30 May 2020 at 16:33 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 : mail ballot
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[107] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[63] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[53] https://www.vote.org/
[53] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem
[37] https://www.dictionary.com/e/absentee-ballot-vs-mail-in-ballot/
[34] https://www.ksvotes.org/
[33] https://www.kansascity.com/news/politics-government/article243052656.html
[27] https://www.breitbart.com/politics/2020/05/21/doj-democrats-paid-pennsylvania-election-officials-to-stuff-ballot-box/
[22] https://www.washingtonexaminer.com/news/trump-claims-victory-as-texas-supreme-court-rules-lack-of-coronavirus-immunity-doesnt-qualify-as-disability-requiring-mail-in-ballot
[21] https://thehill.com/opinion/campaign/500049-twitter-joins-democrats-to-boost-mail-in-voting-heres-why

Top URLs in Tweet in G1:
[7] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem
[3] https://www.washingtonexaminer.com/news/trump-claims-victory-as-texas-supreme-court-rules-lack-of-coronavirus-immunity-doesnt-qualify-as-disability-requiring-mail-in-ballot
[2] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem.amp?__twitter_impression=true
[2] hTtPs://wWw.fOxNeWs.cOm/oPiNiOn/tExAs-aG-KeN-PaXtOn-tRuMp-iS-RiGhT-AnD-TwItTeR-Is-wRoNg-iS-SaYiNg-mAiL-In-bAlLoT-FrAuD-Is-a-rEaL-PrObLeM
[1] https://www.texastribune.org/2017/07/23/texas-senate-panel-targets-mail-ballot-fraud/

Top URLs in Tweet in G2:
[56] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[21] https://thehill.com/opinion/campaign/500049-twitter-joins-democrats-to-boost-mail-in-voting-heres-why
[15] https://www.cnn.com/2020/05/26/politics/mail-in-ballot-vote-by-mail-trump/index.html
[13] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[10] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem
[8] https://www.snopes.com/fact-check/mail-in-ballot-voter-fraud/
[5] https://www.npr.org/2019/07/30/746800630/north-carolina-gop-operative-faces-new-felony-charges-that-allege-ballot-fraud
[5] https://www.npr.org/sections/coronavirus-live-updates/2020/04/07/829323152/fact-check-is-mail-ballot-fraud-as-rampant-as-president-trump-says-it-is
[4] https://pjmedia.com/election/jeff-reynolds/2020/05/28/twitter-suspends-oregon-account-my-vote-changed-after-claims-of-mail-in-ballot-errors-n441548
[3] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem.amp?__twitter_impression=true

Top URLs in Tweet in G3:
[1] https://www.breitbart.com/politics/2020/05/21/doj-democrats-paid-pennsylvania-election-officials-to-stuff-ballot-box/
[1] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem.amp
[1] https://twitter.com/senmastriano/status/1266406014506733568
[1] https://twitter.com/cnbcmakeit/status/1266397397573406720

Top URLs in Tweet in G4:
[14] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem
[10] https://www.washingtonexaminer.com/news/trump-claims-victory-as-texas-supreme-court-rules-lack-of-coronavirus-immunity-doesnt-qualify-as-disability-requiring-mail-in-ballot
[5] https://www.votespa.com/Voting-in-PA/Pages/Mail-and-Absentee-Ballot.aspx
[5] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[4] https://www.cnn.com/2020/05/26/politics/mail-in-ballot-vote-by-mail-trump/
[4] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[4] https://www.cnn.com/2020/05/26/politics/mail-in-ballot-vote-by-mail-trump/index.html
[3] https://twitter.com/realDonaldTrump/status/1266172570983940101
[3] https://pjmedia.com/election/jeff-reynolds/2020/05/28/twitter-suspends-oregon-account-my-vote-changed-after-claims-of-mail-in-ballot-errors-n441548
[3] https://twitter.com/realdonaldtrump/status/1266172570983940101

Top URLs in Tweet in G5:
[26] https://www.kansascity.com/news/politics-government/article243052656.html
[3] https://www.gpbnews.org/post/still-waiting-your-georgia-absentee-ballot-here-s-what-you-should-do
[2] https://twitter.com/marilynrmarks1/status/1266509833823551492
[1] https://twitter.com/angieinwastate/status/1266450175284797440
[1] https://www.ajc.com/news/state--regional-govt--politics/absentee-ballot-requests-missing-fulton-ahead-georgia-primary/kkXUUbxL0wug5niqAvKTqM/
[1] https://twitter.com/realDonaldTrump/status/1265255835124539392
[1] https://twitter.com/BevHarrisWrites/status/1266506341868175365
[1] https://teresatomlinson.com/endorsements/
[1] https://www.inquirer.com/politics/
[1] https://www.theguardian.com/us-news/2020/may/27/honest-elections-project-conservative-voting-restrictions

Top URLs in Tweet in G6:
[6] https://www.breitbart.com/politics/2020/05/24/pelosi-on-mail-in-ballot-push-were-now-calling-it-voting-at-home/
[5] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[3] https://www.thegatewaypundit.com/2020/05/trump-proven-right-mail-carrier-charged-west-virginia-voter-fraud-case-connection-manipulation-absentee-ballot-requests/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[3] https://www.thegatewaypundit.com/2020/05/trump-proven-right-mail-carrier-charged-west-virginia-voter-fraud-case-connection-manipulation-absentee-ballot-requests/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[3] https://www.breitbart.com/politics/2020/05/19/michigan-uses-4-5-million-in-cares-act-funds-to-push-vote-by-mail/
[2] https://www.breitbart.com/politics/2020/05/21/doj-democrats-paid-pennsylvania-election-officials-to-stuff-ballot-box/
[1] https://www.washingtonexaminer.com/news/trump-claims-victory-as-texas-supreme-court-rules-lack-of-coronavirus-immunity-doesnt-qualify-as-disability-requiring-mail-in-ballot
[1] https://twitter.com/ari_russian/status/1266342896342614027
[1] https://twitter.com/scontorno/status/1265676139290296324
[1] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem

Top URLs in Tweet in G7:
[1] https://www.washingtonpost.com/opinions/2020/05/29/something-very-interesting-is-happening-wisconsin/
[1] https://www.scvotes.org/absentee-voting

Top URLs in Tweet in G8:
[4] https://thepublicsradio.org/episode/commentary-amid-a-flawed-mail-ballot-system-we-re-lucky-this-election-has-low-stakes
[2] https://www.sos.state.nm.us/voting-and-elections/voter-information/county-clerk-information/
[2] https://vote.sos.ri.gov/Elections/LocalBoards
[2] https://seventy.org/publications/elections-voting/mail-in-ballot-drop-off-locations
[1] https://portal.sos.state.nm.us/OVR/WebPages/AbsenteeApplication.aspx?AspxAutoDetectCookieSupport=1
[1] https://www.sos.state.nm.us/voting-and-elections/voting-faqs/absentee-voting-by-mail/
[1] http://www.votespa.com/County
[1] https://elections.ri.gov/publications/6-2-20%20PPP%20Poll%20List.pdf
[1] https://www.wsj.com/articles/ballot-collection-battles-split-by-partisanship-move-through-courts-11590755212?shareToken=stbc46362d09934148ab2fa4034e31417b&reflink=article_email_share
[1] https://twitter.com/alexazura/status/1265771559454679044

Top URLs in Tweet in G9:
[3] https://www.npr.org/2020/05/29/864143739/texas-voters-are-caught-in-the-middle-of-a-battle-over-mail-in-voting?utm_campaign=politics&utm_source=twitter.com&utm_term=nprnews&utm_medium=social
[2] http://www.georgiademocrat.org/vote/
[1] https://fairfight.com/vbm-resources/
[1] https://twitter.com/GOPChairwoman/status/1261128738269429762
[1] https://www.mvp.sos.ga.gov/
[1] https://www.npr.org/2020/05/29/864143739/texas-voters-are-caught-in-the-middle-of-a-battle-over-mail-in-voting?utm_medium=social&utm_term=nprnews&utm_source=twitter.com&utm_campaign=npr
[1] https://www.nbcphiladelphia.com/news/local/pennsylvania-mail-in-ballot-didnt-arrive-heres-what-to-do/2412438/

Top URLs in Tweet in G10:
[58] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[6] https://www.foxnews.com/opinion/texas-ag-ken-paxton-trump-is-right-and-twitter-is-wrong-is-saying-mail-in-ballot-fraud-is-a-real-problem
[5] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[108] whsv.com
[91] foxnews.com
[79] vote.org
[73] washingtonpost.com
[43] breitbart.com
[41] thehill.com
[38] dictionary.com
[36] cnn.com
[34] kansascity.com

Top Domains in Tweet in G1:
[11] foxnews.com
[3] washingtonexaminer.com
[1] texastribune.org

Top Domains in Tweet in G2:
[57] whsv.com
[24] twitter.com
[23] thehill.com
[18] foxnews.com
[18] cnn.com
[13] factcheck.org
[10] npr.org
[8] snopes.com
[5] pjmedia.com
[5] vote.org

Top Domains in Tweet in G3:
[2] twitter.com
[1] breitbart.com
[1] foxnews.com

Top Domains in Tweet in G4:
[87] twitter.com
[20] foxnews.com
[10] cnn.com
[10] washingtonexaminer.com
[9] instagram.com
[5] votespa.com
[5] thehill.com
[5] whsv.com
[4] deadline.com
[4] maryland.gov

Top Domains in Tweet in G5:
[26] kansascity.com
[6] twitter.com
[3] gpbnews.org
[2] ajc.com
[1] teresatomlinson.com
[1] inquirer.com
[1] theguardian.com
[1] cbslocal.com
[1] georgiademocrat.org
[1] ny.gov

Top Domains in Tweet in G6:
[11] breitbart.com
[7] thegatewaypundit.com
[5] whsv.com
[2] twitter.com
[1] washingtonexaminer.com
[1] foxnews.com
[1] nationalfile.com

Top Domains in Tweet in G7:
[1] washingtonpost.com
[1] scvotes.org

Top Domains in Tweet in G8:
[4] nm.us
[4] thepublicsradio.org
[3] ri.gov
[3] twitter.com
[2] seventy.org
[2] thedailybeast.com
[1] votespa.com
[1] wsj.com
[1] inquirer.com
[1] cbslocal.com

Top Domains in Tweet in G9:
[4] npr.org
[2] georgiademocrat.org
[1] fairfight.com
[1] twitter.com
[1] ga.gov
[1] nbcphiladelphia.com

Top Domains in Tweet in G10:
[58] washingtonpost.com
[6] foxnews.com
[5] whsv.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] votebymail
[71] vote
[60] pennsylvaniademocrats
[45] voterfraud
[39] trustedinfo2020
[37] votespa
[31] dems
[26] ballot
[26] nycvotes
[24] rt



Top Hashtags in Tweet in G1:
[2] foxnews
[1] mailinvoting
[1] voterfraud
[1] voterid
[1] voterfraud2020
[1] trumpverbatim

Top Hashtags in Tweet in G2:
[54] vote
[37] voterfraud
[31] dems
[22] rt
[22] lauraloomer
[18] gop
[18] primary
[18] ballot
[18] mail
[17] usps

Top Hashtags in Tweet in G4:
[7] foxnews
[6] vote
[5] trump
[4] mailinvoting
[3] mailinballots
[3] election2020
[3] votebymail
[3] votebymail2020
[3] paprimary
[2] civicduty

Top Hashtags in Tweet in G5:
[2] georgiagumption
[1] covid19
[1] teamtomlinson
[1] sendperduepacking
[1] gasen
[1] gapol
[1] fromthearchives
[1] 9amhourphoto
[1] primaryjune2
[1] absenteeballot

Top Hashtags in Tweet in G6:
[2] pelosi
[2] usps
[2] dem
[1] mailinballots
[1] trump2020

Top Hashtags in Tweet in G8:
[37] trustedinfo2020
[36] votespa
[3] nmpol
[2] readytovotepa
[2] votebymail
[1] saturdayfact
[1] beavoter
[1] voteswagon
[1] wevote
[1] mo

Top Hashtags in Tweet in G9:
[3] gapol

Top Hashtags in Tweet in G10:
[5] absentee
[1] voterfraud

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[9176] texas
[9176] mail
[9176] ballot
[9173] trump
[9173] fraud
[9171] ag
[9171] ken
[9171] paxton
[9171] right
[9171] twitter

Top Words in Tweet in G2:
[1923] mail
[1806] ballot
[1038] realdonaldtrump
[616] vote
[582] voter
[551] fraud
[510] fact
[493] jack
[460] check
[379] wrong

Top Words in Tweet in G3:
[1340] mail
[1323] ballot
[1135] vote
[1124] riot
[1124] person
[1124] goodbye
[1124] democrat
[1124] dream
[185] fraud
[176] trump

Top Words in Tweet in G4:
[519] mail
[490] ballot
[222] vote
[99] absentee
[86] voting
[71] election
[68] trump
[58] ballots
[58] fraud
[45] june

Top Words in Tweet in G5:
[626] mail
[437] ballot
[254] vote
[228] voters
[205] ballots
[190] saying
[190] wld
[190] prove
[178] ga
[157] back

Top Words in Tweet in G6:
[464] against
[460] mail
[425] ballot
[307] illegal
[294] aliens
[224] voter
[218] harvesting
[213] sanctuary
[213] cities
[184] vote

Top Words in Tweet in G7:
[325] voters
[323] absentee
[317] mail
[317] ballot
[309] sure
[309] people
[309] big
[309] deal
[309] state
[309] wisconsin

Top Words in Tweet in G8:
[312] mail
[297] ballot
[125] voting
[111] absentee
[103] june
[96] voters
[95] drop
[92] gov
[90] vote
[90] parson

Top Words in Tweet in G9:
[416] mail
[293] voters
[276] ballot
[217] voting
[192] ballots
[179] texas
[136] person
[115] absentee
[108] voter
[102] prosecute

Top Words in Tweet in G10:
[231] mail
[215] fraud
[184] side
[184] argument
[152] problem
[131] ballots
[126] keep
[126] hearing
[126] another
[106] ballot

Top Word Pairs
Top Word Pairs in Tweet in G2:
[9176] mail,ballot
[9173] fact,check
[9171] vote,mail
[9171] wasserman,schultz
[9171] debbie,wasserman
[9171] risky,experiment
[9171] ballot,wrong
[9171] wrong,written
[9171] written,over
[9171] wow,debbie

Top Word Pairs in Tweet in G3:
[1034] mail,ballot
[446] riot,vote
[314] vote,person
[252] person,goodbye
[250] goodbye,democrat
[250] democrat,mail
[249] ballot,dream
[249] texas,ag
[249] ag,ken
[248] ken,paxton

Top Word Pairs in Tweet in G4:
[1316] mail,ballot
[1124] absentee,ballot
[1124] vote,mail
[1124] ballot,mail
[1124] mail,ballots
[1124] ballot,fraud
[1124] supreme,court
[175] make,sure
[175] fact,check
[175] voting,mail

Top Word Pairs in Tweet in G5:
[235] mail,ballot
[72] vote,mail
[66] wld,prove
[46] fulton,county
[30] ga,voters
[24] make,sure
[18] keep,saying
[17] saying,problem
[17] problem,vote
[16] mail,fulton

Top Word Pairs in Tweet in G6:
[251] illegal,aliens
[242] ballot,harvesting
[190] sanctuary,cities
[124] vote,mail
[108] voter,id
[104] country,serious
[95] serious,laundry
[95] laundry,clean
[95] clean,need
[95] need,voter

Top Word Pairs in Tweet in G7:
[294] absentee,ballot
[218] sure,people
[213] people,big
[155] big,deal
[149] deal,state
[147] state,wisconsin
[147] wisconsin,agreed
[147] agreed,mail
[147] mail,absentee
[147] ballot,applications

Top Word Pairs in Tweet in G8:
[311] mail,ballot
[309] gov,parson
[309] vote,mail
[309] pm,june
[309] absentee,voting
[309] ballot,received
[309] absentee,ballot
[309] county,election
[309] election,office
[309] parson,sign

Top Word Pairs in Tweet in G9:
[128] absentee,ballot
[90] mail,ballot
[75] texas,officials
[59] officials,resisting
[54] resisting,efforts
[49] efforts,expand
[48] expand,mail
[47] mail,voting
[47] voting,due
[45] due,coronavirus

Top Word Pairs in Tweet in G10:
[115] fraud,problem
[113] mail,ballots
[99] keep,hearing
[99] hearing,fraud
[99] problem,mail
[99] ballots,another
[99] another,side
[99] side,argument
[99] mail,ballot
[99] ballot,fraud

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@jack
@scavino45
@seekhumor
@35thpotus365
@aliciaadamczyk
@seanhannity
@reploudermilk
@speakerpelosi
@jennycohn1

Top Replied-To in G1:
@dazzling_lashes
@scavino45

Top Replied-To in G2:
@realdonaldtrump
@jack
@scavino45
@seekhumor
@reploudermilk
@greeneyedlilo
@puestoloco
@twittersafety
@cnn
@marevikstar

Top Replied-To in G3:
@mitchellvii
@cnbcmakeit
@c_3c_3
@mazurikl
@corporalben

Top Replied-To in G4:

Top Replied-To in G5:
@jennycohn1
@abbydphillip
@angieinwastate
@bevharriswrites
@networkdemonic
@carefulcommuter
@rbreich
@ossoff
@specialk1121
@michsos

Top Replied-To in G6:
@breitbartnews
@feisty_fl
@patrick41004191
@ccraft1959
@catturd2

Top Replied-To in G8:
@pastatedept
@loughlinri1
@ariberman
@pamelafessler
@kathyprojo
@higgymonstah
@ifefiden
@jayrod212
@lisakayevans1

Top Replied-To in G9:
@nprpolitics
@musicisfuel4u
@npr

Top Replied-To in G10:
@azachparkinson
@michaeltlasley
@brithume

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@jack
@benwikler
@gavinnewsom
@cagovernor
@thehill
@gop
@housegop
@cmarinucci
@isdpersist

Top Mentioned in G1:
@scavino45
@iamjsm1th
@_proud_american

Top Mentioned in G2:
@realdonaldtrump
@jack
@gop
@twitter
@potus
@yoyoel
@joebiden
@cnn
@laurenboebert
@puestoloco

Top Mentioned in G3:
@karlsbadsun
@realdonaldtrump

Top Mentioned in G4:
@jayclaxton

Top Mentioned in G5:
@coalitiongoodgv
@ossoff
@engagednenraged
@jocelynbenson
@jennycohn1
@benwikler
@martina
@friendsofcgg
@teresatomlinson
@nancytoby

Top Mentioned in G6:
@gatewaypundit
@breitbartnews
@gaye_gallops
@realdonaldtrump
@jack
@oneejuice
@billmccombs3
@shellpenns
@dorichats
@governortomwolf

Top Mentioned in G7:
@benwikler

Top Mentioned in G8:
@ri_boe
@committeeof70
@scotmackri
@pastatedept
@phillyvotes
@cbsphilly
@pubintlawctr
@willsommer
@teamjoe
@startchangeri

Top Mentioned in G9:
@lonnypulkrabek
@sarahforiowa
@lucasseminars
@staceyabrams
@fairfightaction
@benwikler

Top Mentioned in G10:
@marcthiessen
@trumpwarroom
@realdonaldtrump
@jack
@twitter
@presssec

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@oldlady12345
@robinsnewswire
@marcodacostafx
@monicasloves
@cloudwanderer3
@solutioneer72
@joefreedomlove
@sharneal
@insdatainter

Top Tweeters in G1:
@marcodacostafx
@joefreedomlove
@myplace4u
@miltonespinozaf
@dclarediane
@k1a1zzz
@soniaerasmus
@jtblogs
@perezguadarrama
@eavesdropann

Top Tweeters in G2:
@robinsnewswire
@isidormeyer1
@yojudenz
@jver1
@fasting39
@reneecarrollaz
@loyaltotrump
@huffpost
@reuters
@baalter

Top Tweeters in G3:
@sharneal
@babysgramma
@lovecovfefe2020
@cssueta
@usatopguns
@aliascovfefe
@z_chrissie
@brandonjlandry
@ymcglaun
@leeleemunster

Top Tweeters in G4:
@pulpnews
@davidjones720
@iam__network
@teckiegirl
@kristenmchugh22
@garthgodsman
@grizzlyjoeshow
@odedonrealitytv
@lorac328
@ukexpat19

Top Tweeters in G5:
@yarosisnancy
@dgendvil
@_silversmith
@b140tweet
@1catherinesiena
@jjj5819
@estarianne
@jcr914
@llstudent08
@burnettcynthia

Top Tweeters in G6:
@inabsentia9
@shirleyringuet5
@darhar981
@rmack2x
@kimmwaters4
@cq2101
@gigito31959
@rockonohio
@buckner_e
@freegalt

Top Tweeters in G7:
@cloudwanderer3
@argojournal
@carolmaewy
@katcapps
@lacunalingua
@amyayers16
@geegeebythesea
@mjohnso27
@boris3324
@upuouo

Top Tweeters in G8:
@solutioneer72
@homegypsy
@alaskarebel
@artis_elemental
@kingscuprun27
@dihoppy
@thedailybeast
@prpeep
@thebigship
@removegopnow

Top Tweeters in G9:
@flipthescript8
@dawnarickelz
@sba1211
@charluv2011
@notcomey
@anchorsend1
@kcookie818
@thomasjankow
@kpheaney
@avonan

Top Tweeters in G10:
@jjwills2
@nancyl367
@imwatchingtoo
@misstozak
@mariannehofer
@chascar731
@lindagarriss
@briandotwalker
@jar_smith
@bulldog665


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