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Mail Ballot_2020-05-28_22-52-01.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
May 29, 2020
Short Description:
Mail Ballot via NodeXL https://bit.ly/3dgkA9F
@realdonaldtrump
@brithume
@tomfitton
@kellyo
@scavino45
@whitehouse
@jack
@twittersafety
@marcthiessen
@benbaca2015

Top hashtags:
#kentucky
#psychojoescarborough
#lauraloomer
#votebymail
#foxnews
#voterfraud

Description:
Description
The graph represents a network of 17,937 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 Friday, 29 May 2020 at 07:41 UTC.

The tweets in the network were tweeted over the 8-hour, 47-minute period from Thursday, 28 May 2020 at 21:03 UTC to Friday, 29 May 2020 at 05:51 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 : 17937
Unique Edges : 26557
Edges With Duplicates : 2110
Total Edges : 28667
Number of Edge Types : 5
Retweet : 15058
MentionsInRetweet : 6202
Replies to : 3503
Mentions : 3003
Tweet : 901
Self-Loops : 960
Reciprocated Vertex Pair Ratio : 0.00278059594934806
Reciprocated Edge Ratio : 0.00554577134934612
Connected Components : 899
Single-Vertex Connected Components : 421
Maximum Vertices in a Connected Component : 15922
Maximum Edges in a Connected Component : 26647
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.256498
Graph Density : 8.29515207279398E-05
Modularity : 0.756936
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 17,937 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 Friday, 29 May 2020 at 07:41 UTC.

The tweets in the network were tweeted over the 8-hour, 47-minute period from Thursday, 28 May 2020 at 21:03 UTC to Friday, 29 May 2020 at 05:51 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:
[1107] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[452] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[100] 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
[59] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[58] https://www.cnn.com/2020/05/26/politics/mail-in-ballot-vote-by-mail-trump/index.html
[46] https://www.tpr.org/post/texas-supreme-court-rules-lack-immunity-covid-19-alone-isnt-enough-mail-ballot
[42] https://www.snopes.com/fact-check/mail-in-ballot-voter-fraud/
[39] https://www.foxnews.com/politics/trump-claims-big-win-after-texas-court-rules-lack-of-coronavirus-immunity-not-valid-for-mail-in-ballot.amp?__twitter_impression=true
[37] https://pjmedia.com/election/jeff-reynolds/2020/05/28/twitter-suspends-oregon-account-my-vote-changed-after-claims-of-mail-in-ballot-errors-n441548
[27] https://www.vote.org/

Top URLs in Tweet in G1:
[37] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[17] 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
[16] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[14] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[10] https://www.snopes.com/fact-check/mail-in-ballot-voter-fraud/
[7] https://www.cnn.com/2020/05/26/politics/mail-in-ballot-vote-by-mail-trump/index.html
[5] https://www.usatoday.com/story/news/politics/elections/2020/05/28/texas-supreme-court-coronavirus-risk-not-justification-mail-ballot/5272867002/
[4] https://www.texastribune.org/2020/05/27/texas-vote-by-mail-coronavirus/
[4] https://twitter.com/realdonaldtrump/status/1266172570983940101
[4] https://www.postandcourier.com/politics/after-charleston-absentee-ballots-found-in-maryland-sc-considers-cutting-ties-with-printer/article_1da1a578-9ad8-11ea-a600-d3ff845d1c9b.html

Top URLs in Tweet in G2:
[1063] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[18] https://pjmedia.com/election/jeff-reynolds/2020/05/28/twitter-suspends-oregon-account-my-vote-changed-after-claims-of-mail-in-ballot-errors-n441548
[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
[4] 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
[1] https://texasscorecard.com/local/texas-ag-launches-mail-ballot-voter-fraud-probe-in-harris-county/
[1] https://www.redstate.com/sister-toldjah/2020/05/28/kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits/?utm_source=Twitter&utm_medium=social&utm_term=kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits&utm_content=3&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/05/27/media-becomes-triggered-after-kayleigh-mcenany-fact-checks-twitter-over-mail-in-ballot-fraud-claims/?utm_source=Twitter&utm_medium=social&utm_term=media-becomes-triggered-after-kayleigh-mcenany-fact-checks-twitter-over-mail-in-ballot-fraud-claims&utm_content=6&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/05/28/kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits/?utm_source=Twitter&utm_medium=social&utm_term=kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits&utm_content=1&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/05/28/kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits/?utm_source=Twitter&utm_medium=social&utm_term=kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits&utm_content=2&utm_campaign=PostPromoterPro
[1] https://trib.al/8XCeKQ3

Top URLs in Tweet in G3:
[6] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[5] https://www.factcheck.org/2020/04/trumps-latest-voter-fraud-misinformation/
[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
[1] https://nbcnews.trib.al/CoTcLke
[1] https://twitter.com/elseagee/status/1266114666612178944
[1] https://twitter.com/eliehonig/status/1266120742988627969
[1] https://twitter.com/Wayward888/status/1266119336651116545
[1] https://twitter.com/Mr_Segundus/status/1266115541200183296
[1] https://twitter.com/RickBritt61/status/1266116016200916992
[1] https://www.snopes.com/fact-check/mail-in-ballot-voter-fraud/

Top URLs in Tweet in G4:
[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
[1] https://twitter.com/brithume/status/1266186048872296456
[1] https://www.indy100.com/article/kellyanne-conway-cupcakes-vote-mail-in-ballots-9536621
[1] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[1] https://twitter.com/adamhousley/status/1265895644218052608
[1] https://www.breitbart.com/entertainment/2020/04/20/tom-hanks-rita-wilson-michelle-obama-vote-by-mail/
[1] https://twitter.com/EricTrump/status/1265413531345866754?s=09

Top URLs in Tweet in G5:
[383] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[35] https://www.foxnews.com/politics/trump-claims-big-win-after-texas-court-rules-lack-of-coronavirus-immunity-not-valid-for-mail-in-ballot.amp?__twitter_impression=true
[14] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[5] 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.msn.com/en-us/news/us/west-virginia-mail-carrier-charged-with-attempted-absentee-ballot-application-fraud/ar-BB14Dns4
[4] https://deadline.com/2020/05/donald-trump-mail-in-ballot-twitter-1202945652/
[4] https://pittsburgh.cbslocal.com/2020/05/26/feds-say-west-virginia-mail-carrier-altered-ballot-requests/
[3] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[3] https://www.journalnow.com/news/national/feds-west-virginia-mail-carrier-altered-ballot-requests/article_207e9c5f-5e62-5208-a44a-2ec523b764f2.html
[2] 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

Top URLs in Tweet in G6:
[37] https://www.tpr.org/post/texas-supreme-court-rules-lack-immunity-covid-19-alone-isnt-enough-mail-ballot
[10] https://www.fox5dc.com/news/feds-west-virginia-mail-carrier-facing-charges-over-altered-ballot-requests
[4] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[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
[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.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[1] https://townhall.com/tipsheet/leahbarkoukis/2020/05/28/nadler-expressing-concern-over-mail-in-ballot-fraud-in-2004-n2569588?2823
[1] https://www.lisa4nevada.com/vote
[1] https://www.redstate.com/sister-toldjah/2020/05/28/kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits/?utm_source=rsafternoonbriefing
[1] https://dennismichaellynch.com/just-in-texas-supreme-court-rules-on-whether-lack-of-coronavirus-immunity-qualifies-as-disability-requiring-mail-in-ballot/

Top URLs in Tweet in G7:
[4] 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.theepochtimes.com/usps-mail-carrier-charged-with-attempted-election-fraud_3366137.html
[3] https://dennismichaellynch.com/just-in-texas-supreme-court-rules-on-whether-lack-of-coronavirus-immunity-qualifies-as-disability-requiring-mail-in-ballot/
[2] https://www.factcheck.org/2020/05/more-false-mail-in-ballot-claims-from-trump/
[2] https://twitter.com/WalshFreedom/status/1265282720944570368
[2] https://www.tpr.org/post/texas-supreme-court-rules-lack-immunity-covid-19-alone-isnt-enough-mail-ballot
[2] https://www.wsj.com/articles/a-vote-by-mail-nightmare-11590189749
[1] https://www.dailymail.co.uk/news/article-3902690/Questions-voter-fraud-man-finds-83-ballots-shipped-single-address-apartment-complex.html?ito=amp_twitter_share-top
[1] https://www.foxnews.com/politics/trump-claims-big-win-after-texas-court-rules-lack-of-coronavirus-immunity-not-valid-for-mail-in-ballot
[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?__twitter_impression=true

Top URLs in Tweet in G8:
[27] 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
[14] https://twitter.com/realdonaldtrump/status/1266172570983940101
[10] https://pjmedia.com/election/jeff-reynolds/2020/05/28/twitter-suspends-oregon-account-my-vote-changed-after-claims-of-mail-in-ballot-errors-n441548
[10] https://twitter.com/realDonaldTrump/status/1266172570983940101
[7] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[7] https://twitter.com/realDonaldTrump/status/1266047584038256640
[7] https://twitter.com/kaitlancollins/status/1266104827001688065
[6] https://www.tpr.org/post/texas-supreme-court-rules-lack-immunity-covid-19-alone-isnt-enough-mail-ballot
[5] https://www.redstate.com/sister-toldjah/2020/05/28/kayleigh-mcenany-punches-back-against-media-gotcha-reports-about-her-mail-in-ballot-voting-habits/
[5] https://twitter.com/RepLoudermilk/status/1266083058144489475

Top URLs in Tweet in G9:
[7] https://www.texastribune.org/2020/05/27/texas-vote-by-mail-coronavirus/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social
[4] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[3] https://www.krgv.com/news/texas-supreme-court-lack-of-immunity-to-coronavirus-alone-isn-t-enough-for-mail-in-ballot
[2] https://www.texastribune.org/2017/07/23/texas-senate-panel-targets-mail-ballot-fraud/
[2] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[2] https://pjmedia.com/election/jeff-reynolds/2020/05/28/twitter-suspends-oregon-account-my-vote-changed-after-claims-of-mail-in-ballot-errors-n441548
[2] https://amp.bnd.com/news/local/article139970493.html?__twitter_impression=true
[2] https://deadline.com/2020/05/donald-trump-mail-in-ballot-twitter-1202945652/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=top_amp&utm_id=1202945652
[1] https://www.wsj.com/articles/a-vote-by-mail-nightmare-11590189749
[1] https://www.thegatewaypundit.com/2020/05/report-new-jersey-naacp-leader-calls-redo-vote-mail-election-massive-irregularities/

Top URLs in Tweet in G10:
[8] https://nextgenamerica.org/act/2020-vote-by-mail-ballot-access/
[4] https://www.vote.org/absentee-ballot/
[3] https://www.npr.org/2019/07/30/746800630/north-carolina-gop-operative-faces-new-felony-charges-that-allege-ballot-fraud
[3] https://www.whsv.com/content/news/Pendleton-County-mail-carrier-charged-with-altering-absentee-ballot-requests-570777221.html
[2] https://www.washingtonpost.com/opinions/2020/05/28/trumps-concern-about-mail-in-ballots-is-completely-legitimate/
[2] 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
[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
[1] https://ohiodems.org/ohio-house-gop-looks-at-chaotic-confusing-primary-election-and-proposes-doing-it-again-in-november/
[1] https://www.snopes.com/fact-check/mail-in-ballot-voter-fraud/
[1] https://twitter.com/WinkProgress/status/1266223564031582208/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1110] washingtonpost.com
[460] whsv.com
[284] twitter.com
[176] foxnews.com
[75] cnn.com
[74] factcheck.org
[47] snopes.com
[46] tpr.org
[40] vote.org
[38] pjmedia.com

Top Domains in Tweet in G1:
[41] factcheck.org
[24] foxnews.com
[24] twitter.com
[16] whsv.com
[15] washingtonpost.com
[14] cnn.com
[10] snopes.com
[9] texastribune.org
[5] usatoday.com
[5] vote.org

Top Domains in Tweet in G2:
[1063] washingtonpost.com
[18] pjmedia.com
[14] foxnews.com
[5] redstate.com
[4] twitter.com
[1] texasscorecard.com
[1] trib.al
[1] justthenews.com
[1] protectthevote.com
[1] abqjournal.com

Top Domains in Tweet in G3:
[11] factcheck.org
[5] twitter.com
[1] foxnews.com
[1] trib.al
[1] snopes.com

Top Domains in Tweet in G4:
[10] foxnews.com
[3] twitter.com
[1] indy100.com
[1] washingtonpost.com
[1] breitbart.com

Top Domains in Tweet in G5:
[383] whsv.com
[42] foxnews.com
[14] washingtonpost.com
[6] thegatewaypundit.com
[5] factcheck.org
[5] msn.com
[4] deadline.com
[4] cbslocal.com
[3] journalnow.com
[2] redstate.com

Top Domains in Tweet in G6:
[37] tpr.org
[10] fox5dc.com
[4] whsv.com
[3] pjmedia.com
[2] foxnews.com
[1] washingtonpost.com
[1] townhall.com
[1] lisa4nevada.com
[1] redstate.com
[1] dennismichaellynch.com

Top Domains in Tweet in G7:
[6] foxnews.com
[5] twitter.com
[3] theepochtimes.com
[3] dennismichaellynch.com
[2] factcheck.org
[2] tpr.org
[2] wsj.com
[1] co.uk
[1] fl.us
[1] ampproject.org

Top Domains in Tweet in G8:
[130] twitter.com
[36] foxnews.com
[11] pjmedia.com
[8] whsv.com
[6] redstate.com
[6] cnn.com
[6] blabber.buzz
[6] tpr.org
[4] npr.org
[4] deadline.com

Top Domains in Tweet in G9:
[10] texastribune.org
[4] whsv.com
[3] twitter.com
[3] krgv.com
[2] washingtonpost.com
[2] pjmedia.com
[2] bnd.com
[2] deadline.com
[1] wsj.com
[1] thegatewaypundit.com

Top Domains in Tweet in G10:
[8] twitter.com
[8] nextgenamerica.org
[5] npr.org
[4] vote.org
[3] whsv.com
[2] washingtonpost.com
[1] foxnews.com
[1] ohiodems.org
[1] snopes.com
[1] factcheck.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[197] kentucky
[129] psychojoescarborough
[98] lauraloomer
[39] votebymail
[28] foxnews
[23] voterfraud
[23] trustedinfo2020
[22] votespa
[19] westvirginia
[19] vote



Top Hashtags in Tweet in G1:
[15] votebymail
[8] voterfraud
[8] resist
[8] postcardstovoters
[7] factcheck
[6] votega
[5] iddem
[5] idpol
[4] votebymail2020
[4] reclaimidaho

Top Hashtags in Tweet in G2:
[4] icymi
[2] foxnews
[1] sc
[1] hatetrump
[1] facts
[1] nmleg
[1] nmpol
[1] mtpol
[1] voterfraud
[1] election2020

Top Hashtags in Tweet in G3:
[19] votespa
[19] trustedinfo2020
[1] foxnews
[1] fakenews
[1] voteridnow
[1] mailinvoterfraud
[1] votepa
[1] pa
[1] pennsylvaniademocrats
[1] pennsylvania

Top Hashtags in Tweet in G4:
[6] foxnews
[1] coronavirus
[1] trump
[1] voterfraudisreal
[1] qanon
[1] qanons
[1] wwg1wga
[1] ccot
[1] democratsaredestroyingamerica
[1] trump2020

Top Hashtags in Tweet in G5:
[128] psychojoescarborough
[94] lauraloomer
[6] trumprocks
[6] kag2020
[5] factchecktwitter
[5] westvirginia
[4] voterfraud
[4] votebymail
[3] absenteeballots
[3] vote

Top Hashtags in Tweet in G7:
[12] westvirginia
[3] electionfraud
[3] absenteeballots
[3] foxnews
[2] voterfraudisreal
[1] superbernietuesday
[1] onceagain
[1] pandemic
[1] voterfraud
[1] securethevote

Top Hashtags in Tweet in G8:
[10] foxnews
[8] votebymail
[5] votebymail2020
[4] trump
[4] vote
[4] covid19
[3] votebluetosaveamerica2020
[2] kag2020
[2] elections
[2] news

Top Hashtags in Tweet in G9:
[1] voterid2020
[1] november
[1] whitehouse
[1] ca
[1] votebymail
[1] ballot
[1] trumplies
[1] kentucky
[1] westvirginia
[1] fakenews

Top Hashtags in Tweet in G10:
[3] votebymail
[2] kentucky
[2] mailinvoterfraud
[2] mailinballots
[1] electionprotection
[1] election2020
[1] tuckfrump
[1] mail
[1] electionballot
[1] law

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:
[4097] tweets
[4025] mail
[3627] ballot
[3344] realdonaldtrump
[2624] vote
[2295] election
[2188] voters
[2123] california
[2085] need
[2080] two

Top Words in Tweet in G2:
[3622] mail
[3480] fraud
[3385] side
[3385] argument
[2362] problem
[2345] ballots
[2325] hearing
[2322] keep
[2322] another
[1315] ballot

Top Words in Tweet in G3:
[1382] ballot
[1379] mail
[1258] voters
[1217] ballots
[1214] fraud
[1209] kids
[1207] president
[1206] mailboxes
[1204] suggests
[1202] includes

Top Words in Tweet in G4:
[2534] ballot
[1444] mail
[1234] election
[1234] #foxnews
[1230] voter
[1228] votes
[1224] one
[1224] man
[1224] pleaded
[1224] guilty

Top Words in Tweet in G5:
[1246] mail
[1102] ballot
[823] jack
[823] fraud
[438] absentee
[400] carrier
[394] virginia
[392] charged
[391] west
[387] application

Top Words in Tweet in G6:
[1096] mail
[1039] ballot
[1002] fraud
[971] problem
[920] twitter
[917] trump
[917] fact
[898] texas
[896] ag
[896] ken

Top Words in Tweet in G7:
[1842] mail
[1579] election
[1067] ballot
[891] fraud
[815] vote
[795] democrats
[765] risky
[765] experiment
[765] stakes
[765] high

Top Words in Tweet in G8:
[480] mail
[430] ballot
[121] vote
[119] fraud
[76] voting
[74] trump
[73] ballots
[61] voter
[55] election
[47] right

Top Words in Tweet in G9:
[460] ballot
[425] mail
[212] voting
[158] harvesting
[157] ballots
[152] absentee
[139] vote
[130] presssec
[126] voter
[94] realdonaldtrump

Top Words in Tweet in G10:
[458] mail
[389] ballot
[166] vote
[103] kaitlancollins
[97] gop
[81] trump
[71] fill
[67] wait
[66] ballots
[62] fraud

Top Word Pairs
Top Word Pairs in Tweet in G2:
[2237] fraud,problem
[2053] mail,ballots
[2043] keep,hearing
[2043] hearing,fraud
[2042] problem,mail
[2042] ballots,another
[2042] another,side
[2042] side,argument
[2042] mail,ballot
[2042] ballot,fraud

Top Word Pairs in Tweet in G3:
[2362] mail,ballot
[2330] ballot,fraud
[2322] suggests,mail
[2322] ballots,mailboxes
[2322] president,suggests
[2322] fraud,includes
[2322] includes,kids
[2322] kids,ripping
[1245] ripping,ballots
[1118] mailboxes,passing

Top Word Pairs in Tweet in G4:
[1270] mail,ballot
[1211] one,man
[1204] man,pleaded
[1203] pleaded,guilty
[1202] guilty,forging
[1202] forging,200
[1202] 200,mail
[1202] ballot,applications
[1202] applications,resulting
[1202] resulting,700

Top Word Pairs in Tweet in G5:
[1271] mail,ballot
[1224] absentee,ballot
[1224] mail,carrier
[1224] carrier,charged
[1224] west,virginia
[1224] ballot,application
[1224] charged,attempted
[1224] attempted,absentee
[1224] virginia,mail
[1224] application,fraud

Top Word Pairs in Tweet in G6:
[470] mail,ballot
[408] fraud,problem
[399] ballot,fraud
[392] twitter,fact
[391] texas,ag
[380] ag,ken
[379] ken,paxton
[378] paxton,trump
[376] trump,right
[376] right,twitter

Top Word Pairs in Tweet in G7:
[980] mail,ballot
[971] vote,mail
[919] risky,experiment
[917] experiment,election
[896] election,stakes
[896] stakes,high
[896] high,presidential
[896] presidential,election
[896] never,done
[896] done,mail

Top Word Pairs in Tweet in G8:
[966] mail,ballot
[803] vote,mail
[765] ballot,fraud
[765] mail,ballots
[765] absentee,ballot
[765] voter,fraud
[765] ballot,mail
[765] fact,check
[765] fraud,problem
[765] trump,right

Top Word Pairs in Tweet in G9:
[241] ballot,harvesting
[52] mail,ballot
[49] absentee,ballot
[45] mail,voting
[37] vote,mail
[27] voting,mail
[26] against,mail
[25] absentee,voting
[24] rails,against
[22] voting,massive

Top Word Pairs in Tweet in G10:
[157] mail,ballot
[156] vote,mail
[91] fill,mail
[73] request,ballot
[69] ballot,application
[61] under,process
[58] process,voters
[57] voters,postcard
[56] postcard,tells
[56] tells,request

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@jack
@vincentcrypt46
@kaitlancollins
@reploudermilk
@twittersafety
@presssec
@jennycohn1
@thehill
@whitehouse

Top Replied-To in G1:
@realdonaldtrump
@reploudermilk
@twittersafety
@hkrassenstein
@nc_raygerber
@jack
@mollyjongfast
@soledadobrien
@tribelaw
@kateconger

Top Replied-To in G2:
@brithume
@steveontwiter
@businessplayce
@twitter
@rcajun58
@toddschnitt
@rupley77
@rising_serpent
@kenpaxtontx
@presssec

Top Replied-To in G3:
@kellyo
@acyn
@senbobcasey
@jamesgleick
@edgeofsports
@pastatedept
@realdonaldtrump
@jjohnsonlaw
@littlejackie66
@scherazad100

Top Replied-To in G4:
@tomfitton
@gatorfanscott
@kmele

Top Replied-To in G5:
@jack
@vincentcrypt46
@greeneyedlilo
@charliekirk11
@rncresearch
@realjosephklein
@mitchellvii
@actbrigitte
@davidwebbshow
@notnorquist

Top Replied-To in G7:
@whitehouse
@realdonaldtrump
@limelight205
@stayfierce1973
@susanad85731323
@preschoolteac13
@fyrresong
@gtconway3d
@jumagoe
@jch505

Top Replied-To in G8:

Top Replied-To in G9:
@presssec
@whitehouse
@giantslyers
@tx_vet1
@realdonaldtrump
@kaitlancollins
@chriscuomo
@ithinkitscatchy
@elainesharonnyc
@gerrit128

Top Replied-To in G10:
@kaitlancollins
@u2charlene
@imjohneli
@jrehling
@realdonaldtrump
@funder
@marklevinshow
@leshailyes
@mcfaul
@davidpepper

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@marcthiessen
@yoyoel
@jack
@twitter
@lawyerscomm
@aclu
@cnn
@morningmika
@presssec

Top Mentioned in G1:
@realdonaldtrump
@yoyoel
@twitter
@kenpaxtontx
@twittersafety
@potus
@angelabelcamino
@usdot
@dvillella
@facebook

Top Mentioned in G2:
@marcthiessen
@sistertoldjah
@brithume
@rupley77
@realdonaldtrump
@murraygd13
@tomf83643107
@lindseygrahamsc
@gop
@redstate

Top Mentioned in G3:
@kellyo
@realdonaldtrump
@governortomwolf
@nothoodlum
@taymanffb
@kaitlancollins
@pastatedept
@yorkcountypa
@appstatejen
@senbobcasey

Top Mentioned in G4:
@realdonaldtrump
@jack
@4katzbeth
@marcthiessen
@chsommers
@ehill73

Top Mentioned in G5:
@realdonaldtrump
@jack
@morningmika
@repjerrynadler
@laurenboebert
@brett7three
@twitter
@marcthiessen
@gatewaypundit
@charliekirk11

Top Mentioned in G6:
@clouthub
@qanon76
@2runtherace
@americanlll
@40_head
@love4thegameak
@marcthiessen

Top Mentioned in G7:
@realdonaldtrump
@whitehouse
@realdennislynch
@dwstweets
@zxspectrum128
@marthaw19860146
@grace_segers
@carolmswain
@ovierocks1
@loudmouthlira

Top Mentioned in G8:
@rustyweiss74

Top Mentioned in G9:
@presssec
@realdonaldtrump
@texastribune
@maggienyt
@marcthiessen
@whitehouse
@scottadamsshow
@stevegrubershow
@chuckwoolery
@adamcarolla

Top Mentioned in G10:
@gop
@kaitlancollins
@realdonaldtrump
@davidpepper
@kenpaxtontx
@senategop
@housegop
@jrehling
@richardgrenell
@senatemajldr

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@alerttrade
@robinsnewswire
@jim_peoples_
@monicasloves
@matiere
@joefreedomlove
@raybae689
@cagney1991
@angelamortimer2

Top Tweeters in G1:
@jim_peoples_
@matiere
@thepoliticalcat
@homegypsy
@mkues65
@kak089
@stockguy61
@greeeneyedwhwom
@laridor1
@mscontrariansci

Top Tweeters in G2:
@jornalistavitor
@joefreedomlove
@myplace4u
@scribbledpages1
@inabsentia9
@jstines3
@guardian_elite
@cssueta
@toby_dorena
@1catherinesiena

Top Tweeters in G3:
@lehimesa
@bellesapepper37
@patta47cake
@wellness4you13
@solusnan1
@bmangh
@sylviaz1913
@briangrnotabot
@tinyboo49
@gregmroscoe

Top Tweeters in G4:
@lucysullivan888
@lauracgilleslil
@hammerjuan
@mary620497
@ronthornton
@saminhim
@blanken01
@inittowinit007
@lrod49
@oldsalz

Top Tweeters in G5:
@raybae689
@soniaerasmus
@joej2020usa
@tea_party_chris
@jimpolk
@joekoffee
@primal_digest
@craybo23
@drawandstrike
@aliascovfefe

Top Tweeters in G6:
@alerttrade
@debrammason1
@loyaltotrump
@icare4america16
@sherbah46958042
@schwingcat
@jjmac55
@janettxblessed
@vlovesanimals
@boriquagoddess

Top Tweeters in G7:
@miltonespinozaf
@dgendvil
@jtblogs
@pmgeezer
@marty713
@daminous_purity
@shirleyringuet5
@helloteamtrump
@tia6sc
@friendlyjmc

Top Tweeters in G8:
@davidjones720
@ethersvoice
@kstreet111
@fl85
@janiecestaton
@luanamaclac
@iamforeverblue2
@downatthepound
@gulfdogs
@rpstranslations

Top Tweeters in G9:
@kharyp
@teamtrumptex
@grannynannynews
@mariannehofer
@sasky1959
@latamfr
@td21241
@ithinkitscatchy
@songbird4trump
@007rukdme

Top Tweeters in G10:
@robinsnewswire
@cheezwitham
@cindy_52s
@nancyl367
@anoldlefty
@joanpennnative
@tempkt
@motrpolitics1
@stunnedvoter
@nort_lights


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