ballot harvesting, Twitter, 10/27/2020 9:27:25 PM, 238948
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ballot harvesting_2020-10-27_12-42-41.xlsx
ballot harvesting_2020-10-27_12-42-41.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
October 27, 2020
Short Description:
ballot harvesting via NodeXL https://bit.ly/2HKnoks
@tulsigabbard
@brithume
@realdonaldtrump
@errolwebber
@gopchairwoman
@pnjaban
@ilhanmn
@joebiden
@3days3nights
@adamlaxalt

Top hashtags:
#voterfraud
#winning
#election2020
#imatrumpchump
#trumppence2020

Description:
Description
The graph represents a network of 18,632 Twitter users whose recent tweets contained "ballot harvesting", 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 Tuesday, 27 October 2020 at 20:56 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 53-minute period from Monday, 19 October 2020 at 22:48 UTC to Tuesday, 27 October 2020 at 19:42 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 : 18632
Unique Edges : 23200
Edges With Duplicates : 2472
Total Edges : 25672
Number of Edge Types : 5
Retweet : 14390
Replies to : 2871
MentionsInRetweet : 4041
Mentions : 3372
Tweet : 998
Self-Loops : 1062
Reciprocated Vertex Pair Ratio : 0.00410154563509196
Reciprocated Edge Ratio : 0.00816958335124909
Connected Components : 1114
Single-Vertex Connected Components : 548
Maximum Vertices in a Connected Component : 15800
Maximum Edges in a Connected Component : 22628
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.867506
Graph Density : 6.69974157900934E-05
Modularity : 0.738863
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 18,632 Twitter users whose recent tweets contained "ballot harvesting", 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 Tuesday, 27 October 2020 at 20:56 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 53-minute period from Monday, 19 October 2020 at 22:48 UTC to Tuesday, 27 October 2020 at 19:42 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 : ballot harvesting
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:
[1726] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[473] https://judicialwatch.org/election-integrity-crisis-dirty-voter-rolls-ballot-harvesting-mail-in-voting-risks/
[399] https://www.protectthevote.com/
[139] https://twitter.com/mikeroman/status/1316833363169284104
[133] https://twitter.com/CAGOP/status/1318999086381420544
[102] https://pjmedia.com/election/rick-moran/2020/10/20/democrat-ballot-harvesting-in-california-backfiring-spectacularly-n1072749
[68] https://www.thegatewaypundit.com/2020/09/joe-bidens-texas-political-director-dallas-jones-accused-illegal-ballot-harvesting/
[65] https://nationalfile.com/exclusive-texas-poll-watcher-testifies-on-2020-voter-fraud-in-houston-has-photos/
[57] https://www.reviewjournal.com/opinion/opinion-columns/victor-joecks/victor-joecks-county-lowers-confidence-level-for-ballot-signatures-2156478/
[56] https://twitter.com/TulsiGabbard/status/1320821586371375104

Top URLs in Tweet in G1:
[24] https://twitter.com/tulsigabbard/status/1320821586371375104
[13] https://www.newsweek.com/stop-ballot-harvesting-before-it-threatens-2020-election-opinion-1536081?amp=1&__twitter_impression=true
[7] https://twitter.com/TulsiGabbard/status/1320821586371375104
[3] https://twitter.com/TulsiGabbard/status/1307067070283218952
[2] https://www.govtrack.us/congress/bills/116/hr8582
[2] https://www.protectthevote.com/
[2] https://twitter.com/TulsiGabbard/status/1318239994088022017
[1] https://twitter.com/repdmp/status/1321172543265509377
[1] https://twitter.com/Project_Veritas/status/1321134895016673280?s=19
[1] https://www.youtube.com/watch?v=WAhTVMikqgU&feature=youtu.be


Top URLs in Tweet in G2:
[1290] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[7] https://twitter.com/brithume/status/1318586654899261445
[6] https://nationalfile.com/bidens-texas-political-director-accused-of-illegal-ballot-harvesting-at-texas-supreme-court/
[3] https://slate.com/news-and-politics/2020/10/california-republicans-drop-boxes-ballot-harvesting-fraud.html
[2] https://twitter.com/LtGovDanForest/status/1309152001285124099
[2] https://www.washingtonpost.com/politics/we-got-our-clocks-cleaned-gop-quietly-works-to-expand-ballot-harvesting-in-california-while-criticizing-democrats-for-the-practice/2019/03/13/a432d902-41b7-11e9-922c-64d6b7840b82_story.html
[2] https://www.spreaker.com/user/rightnowjimdaws/john-roberts-allows-ballot-harvesting-ep?autoplay=1
[1] https://www.projectveritas.com/news/texas-ballot-chaser-pressures-voter-to-change-vote-from-cornyn-to-hegar/
[1] https://twitter.com/JamesOKeefeIII/status/1321130149673377793
[1] https://twitter.com/jamesokeefeiii/status/1321125246431301632

Top URLs in Tweet in G3:
[462] https://judicialwatch.org/election-integrity-crisis-dirty-voter-rolls-ballot-harvesting-mail-in-voting-risks/
[129] https://twitter.com/mikeroman/status/1316833363169284104
[41] https://www.judicialwatch.org/press-releases/fitton-testimony-house/
[18] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[17] https://www.politico.com/news/2020/10/16/michigan-court-stops-2-week-absentee-ballot-extension-429998
[17] https://www.judicialwatch.org/election-integrity-crisis-dirty-voter-rolls-ballot-harvesting-mail-in-voting-risks/
[12] https://slate.com/news-and-politics/2020/10/california-republicans-drop-boxes-ballot-harvesting-fraud.html
[12] https://www.protectthevote.com/
[10] https://nationalfile.com/bidens-texas-political-director-accused-of-illegal-ballot-harvesting-at-texas-supreme-court/
[9] https://www.breitbart.com/politics/2020/09/27/breaking-project-veritas-ballot-harvesting-minnesota/

Top URLs in Tweet in G4:
[20] https://www.youtube.com/watch?v=6Ek2WVS-VFc&feature=youtu.be

[10] https://conservativeplaylist.com/2020/10/27/rigged-election-tx-ballot-chaser-illegally-pressures-voters-to-change-votes-i-could-go-to-jail/
[9] https://trishintel.com/follow-the-money-64-of-ilhan-omars-campaign-budget-goes-to-husband/?utm_source=Trish+Intel&utm_campaign=dda960ee60-Oct+20&utm_medium=email&utm_term=0_502738a6ce-dda960ee60-168335758
[8] https://twitter.com/TulsiGabbard/status/1318239994088022017
[7] https://nypost.com/2020/09/27/project-veritas-uncovers-ballot-harvesting-fraud-in-minnesota/
[7] https://www.katychristianmagazine.com/2020/10/01/alleged-voter-ballot-harvesting-goes-all-the-way-to-the-top-in-harris-county/
[6] https://www.foxnews.com/politics/minneapolis-police-omar-ballot-harvesting
[6] https://newspunch.com/joe-bidens-political-director-dallas-jones-accused-of-criminal-ballot-harvesting/
[5] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[4] https://www.youtube.com/watch?v=iYCMuxihv_4&feature=youtu.be


Top URLs in Tweet in G5:
[352] https://www.protectthevote.com/
[32] https://www.forbes.com/sites/shaharziv/2020/05/18/house-democrats-pass-a-hypocritical-135-billion-tax-cut-for-wealthy-in-heroes-act/
[13] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[8] https://dfw.cbslocal.com/2020/10/08/carrollton-mayoral-candidate-zul-mirza-mohamed-arrested-voter-fraud/
[6] https://conservativesjournal.com/democrat-ballot-harvesting-in-california-backfiring-spectacularly
[6] https://twitter.com/jfreewright/status/1318934579441520643
[5] https://pjmedia.com/election/rick-moran/2020/10/20/democrat-ballot-harvesting-in-california-backfiring-spectacularly-n1072749
[4] https://www.youtube.com/watch?v=COr_G9Di-iQ&feature=youtu.be

[4] https://www.nccivitas.org/2020/warnings-three-21st-century-cases-election-fraud-north-carolina/
[4] https://twitter.com/wogelly/status/1313726127517642752

Top URLs in Tweet in G6:
[327] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[119] https://twitter.com/CAGOP/status/1318999086381420544
[49] https://twitter.com/johnmyers/status/1318686131777540096
[22] https://www.youtube.com/watch?v=Ar-wjknqxSw&feature=youtu.be

[13] https://twitter.com/realdonaldtrump/status/1318549645992300544
[10] https://www.protectthevote.com/
[9] https://twitter.com/RepMaxineWaters/status/1316840673522454533
[9] https://pjmedia.com/election/rick-moran/2020/10/20/democrat-ballot-harvesting-in-california-backfiring-spectacularly-n1072749
[8] https://www.dailysignal.com/2020/10/02/protect-elderly-votes-project-aims-to-thwart-ballot-harvesting-fraud/
[6] https://spectrumnews1.com/share/ca/la-east/socal-in-17/2020/10/22/ca-gop-on-unofficial-ballot-drop-boxes---we-are-engaging-in-ballot-harvesting-?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic

Top URLs in Tweet in G7:
[6] https://www.protectthevote.com/
[5] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[4] https://twitter.com/chuckcallesto/status/1319723823453929473
[2] https://www.foxnews.com/politics/pennsylvania-record-voter-registration-election
[2] https://www.waynedupree.com/2020/10/trump-pennsylvania-bad-news-dems/
[2] https://twitter.com/RealJamesWoods/status/1319078012055220224
[2] https://twitter.com/SyntaxXSindoll/status/1319004229785341952
[2] https://www.youtube.com/watch?v=iYCMuxihv_4&feature=youtu.be

[1] https://twitter.com/TulsiGabbard/status/1320821586371375104
[1] https://twitter.com/GOPChairwoman/status/1319758888762224641

Top URLs in Tweet in G8:
[29] https://pjmedia.com/election/rick-moran/2020/10/20/democrat-ballot-harvesting-in-california-backfiring-spectacularly-n1072749
[23] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[16] https://twitter.com/TulsiGabbard/status/1320821586371375104
[14] https://twitter.com/tulsigabbard/status/1320821586371375104
[12] https://tennesseestar.com/2020/09/30/bidens-texas-political-director-implicated-in-massive-mail-in-ballot-harvesting-scheme-in-harris-county/
[6] https://www.judicialwatch.org/videos/flashback-voter-risks/
[6] https://patriotpost.us/articles/74261-dem-hypocrisy-on-ballot-harvesting-in-california-2020-10-20
[6] https://newrightnetwork.com/2020/10/ballot-harvesting-trick-or-threat.html/
[4] https://twitter.com/brithume/status/1318586654899261445
[4] https://www.washingtonexaminer.com/washington-secrets/in-just-one-month-15-cases-of-ballot-errors-theft-harvesting-dumping

Top URLs in Tweet in G9:
[36] https://petersantilli.com/index.php/2020/10/09/source-why-hasnt-the-fbi-arrested-3-masterminds-allegedly-behind-the-nationwide-ballot-fraud-scheme/
[23] https://twitter.com/fox5vegas/status/1320945838676475906
[17] https://twitter.com/EnriqueAleTV/status/1312879770472939521
[5] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[5] https://nypost.com/2020/09/27/project-veritas-uncovers-ballot-harvesting-fraud-in-minnesota/
[4] https://twitter.com/MTVNEWS/status/1316506847780704257
[3] https://thepostmillennial.com/project-veritas-exposes-ilhan-omar-cash-for-votes-ballot-harvesting-fraud
[3] https://richhabits.net/socialism-the-arch-enemy-of-life-liberty-the-pursuit-of-happiness/
[2] https://twitter.com/FOX5Vegas/status/1318220373721317376
[2] https://twitter.com/BarackObama/status/1318741515649372166

Top URLs in Tweet in G10:
[62] https://nationalfile.com/exclusive-texas-poll-watcher-testifies-on-2020-voter-fraud-in-houston-has-photos/
[26] https://www.pscp.tv/HowleyReporter/1YqKDpoAdEoKV
[10] https://www.youtube.com/watch?v=niD1fypxuCU&feature=youtu.be

[10] https://defeatomar.co/2020a
[7] https://nationalfile.com/bidens-texas-political-director-accused-of-illegal-ballot-harvesting-at-texas-supreme-court/
[7] https://twitter.com/JudicialWatch/status/1310753662407385088
[6] https://www.wsj.com/articles/california-ballot-harvest-boomerang-11603149062
[5] https://www.washingtonexaminer.com/washington-secrets/in-just-one-month-15-cases-of-ballot-errors-theft-harvesting-dumping
[4] https://www.youtube.com/watch?v=WAhTVMikqgU&feature=youtu.be

[3] https://judicialwatch.org/election-integrity-crisis-dirty-voter-rolls-ballot-harvesting-mail-in-voting-risks/

Top Domains
Top Domains in Tweet in Entire Graph:
[1732] wsj.com
[1120] twitter.com
[543] judicialwatch.org
[399] protectthevote.com
[157] youtube.com
[152] thegatewaypundit.com
[103] pjmedia.com
[102] nationalfile.com
[58] reviewjournal.com
[54] nypost.com

Top Domains in Tweet in G1:
[44] twitter.com
[13] newsweek.com
[2] govtrack.us
[2] thegatewaypundit.com
[2] protectthevote.com
[1] youtube.com
[1] wsj.com
[1] cbsnews.com
[1] nationalreview.com

Top Domains in Tweet in G2:
[1290] wsj.com
[13] twitter.com
[6] nationalfile.com
[3] slate.com
[2] washingtonpost.com
[2] spreaker.com
[1] projectveritas.com
[1] politico.com
[1] visaliatimesdelta.com
[1] businessinsider.com

Top Domains in Tweet in G3:
[520] judicialwatch.org
[151] twitter.com
[43] youtube.com
[18] wsj.com
[17] politico.com
[13] slate.com
[12] protectthevote.com
[10] nationalfile.com
[9] breitbart.com
[5] katychristianmagazine.com

Top Domains in Tweet in G4:
[40] twitter.com
[34] youtube.com
[14] nypost.com
[10] conservativeplaylist.com
[9] trishintel.com
[7] katychristianmagazine.com
[6] foxnews.com
[6] newspunch.com
[5] wsj.com
[4] msn.com

Top Domains in Tweet in G5:
[352] protectthevote.com
[36] twitter.com
[32] forbes.com
[14] wsj.com
[8] cbslocal.com
[6] youtube.com
[6] conservativesjournal.com
[5] pjmedia.com
[4] breitbart.com
[4] nccivitas.org

Top Domains in Tweet in G6:
[327] wsj.com
[215] twitter.com
[22] youtube.com
[10] protectthevote.com
[9] pjmedia.com
[8] dailysignal.com
[6] spectrumnews1.com
[5] judicialwatch.org
[4] thegatewaypundit.com
[4] thefulcrum.us

Top Domains in Tweet in G7:
[12] twitter.com
[6] protectthevote.com
[5] wsj.com
[2] foxnews.com
[2] waynedupree.com
[2] youtube.com
[1] cnn.com

Top Domains in Tweet in G8:
[240] twitter.com
[30] pjmedia.com
[24] wsj.com
[13] youtube.com
[12] tennesseestar.com
[9] judicialwatch.org
[7] patriotpost.us
[6] newrightnetwork.com
[5] washingtonexaminer.com
[4] thegatewaypundit.com

Top Domains in Tweet in G9:
[63] twitter.com
[36] petersantilli.com
[5] wsj.com
[5] nypost.com
[3] thepostmillennial.com
[3] richhabits.net
[2] youtube.com
[2] thegatewaypundit.com
[2] judicialwatch.org
[2] pjmedia.com

Top Domains in Tweet in G10:
[69] nationalfile.com
[26] pscp.tv
[14] youtube.com
[12] twitter.com
[10] defeatomar.co
[6] wsj.com
[5] washingtonexaminer.com
[3] judicialwatch.org
[3] slate.com
[3] protectthevote.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[599] voterfraud
[136] winning
[62] election2020
[53] imatrumpchump
[39] trumppence2020
[35] superspreaderinchief
[33] govote
[30] biden
[30] dallasjones
[26] ccp



Top Hashtags in Tweet in G1:
[3] presidenttrump
[2] democrats
[1] pennsylvania
[1] coronavirus
[1] winning
[1] outnumbered
[1] trump2020

Top Hashtags in Tweet in G2:
[6] dermocat
[6] tx
[3] trump2020
[2] texas
[2] americafirst
[2] ncpol
[2] ncga
[2] burismabiden
[2] russiandisinformation
[2] scotus

Top Hashtags in Tweet in G3:
[524] voterfraud
[9] muslimp
[3] trump2020
[3] maga
[3] electionfraud
[3] markkelly
[3] democrat
[3] democrats
[2] winning
[2] vimeo

Top Hashtags in Tweet in G4:
[12] ballotharvesting
[7] aocdefendsrepublicancorruption
[7] corruptionisbipartisan
[7] votethemallout
[7] votethirdparty
[5] voterfraud
[4] muslimp
[4] democrats
[3] fakenews
[3] trump2020

Top Hashtags in Tweet in G5:
[7] singleissuebills
[5] votersupression
[5] felony
[4] ncpol
[4] winning
[2] democrats
[2] fakenews
[2] gophypocrisy
[2] ppp
[2] letsbehonest

Top Hashtags in Tweet in G6:
[119] winning
[9] electioninterference
[9] electionfraud
[9] electiondisinformation
[6] socalin17
[5] voterfraud
[2] gopvotersuppression
[2] election2020
[2] realmhwilsontweets
[1] biden

Top Hashtags in Tweet in G7:
[3] electionintegrity
[2] voterfraud
[2] muslimp
[2] california
[2] biden

Top Hashtags in Tweet in G8:
[19] voterfraud
[11] election2020
[7] fraud
[6] covid19
[6] ballotharvesting
[6] mailinballotfraud
[5] trump2020
[4] news
[4] vote
[3] vimeo

Top Hashtags in Tweet in G9:
[35] superspreaderinchief
[19] twotierjusticesystem
[17] 2020election
[17] firewray
[6] bidenharris
[6] trumppence2020
[3] voterfraud
[2] mailinvotingfraud
[2] nebraska
[1] votefraud

Top Hashtags in Tweet in G10:
[49] imatrumpchump
[29] voterfraud
[26] biden
[26] dallasjones
[26] ccp
[10] ccpchina
[10] twgrp
[10] grp19
[2] votered
[2] ga06

Top Words
Top Words in Tweet in Entire Graph:
[18554] ballot
[17825] harvesting
[15784] interests
[12037] democrats
[8534] end
[8464] republicans
[8460] calling
[8232] integrity
[8166] together
[8126] party

Top Words in Tweet in G1:
[14778] interests
[8006] harvesting
[8001] ballot
[7873] end
[7652] integrity
[7622] together
[7426] join
[7417] democracy
[7404] democrats
[7403] undermines

Top Words in Tweet in G2:
[2694] democrats
[2580] ing
[1461] ballot
[1460] harvesting
[1295] voter
[1294] legal
[1292] made
[1291] both
[1291] doing
[1291] re

Top Words in Tweet in G3:
[698] realdonaldtrump
[659] ballot
[636] harvesting
[586] vote
[540] #voterfraud
[534] mail
[528] judicialwatch
[510] youtube
[504] scheme
[488] google

Top Words in Tweet in G4:
[1142] ballot
[1001] harvesting
[419] ballots
[374] vote
[239] fraud
[218] ilhanmn
[190] voter
[158] people
[138] interests
[128] those

Top Words in Tweet in G5:
[867] ballot
[833] harvesting
[497] democrats
[363] court
[359] already
[358] legalize
[353] attempt
[353] rnc
[353] continue
[353] whatever

Top Words in Tweet in G6:
[987] ballot
[831] harvesting
[466] democrats
[410] vote
[404] wsj
[376] ca
[374] gop
[308] california
[280] collection
[278] object

Top Words in Tweet in G7:
[616] ballot
[614] harvesting
[565] calling
[561] election
[542] ilhan
[542] omar
[542] trump
[540] vote
[538] funny
[537] desperate

Top Words in Tweet in G8:
[634] ballot
[582] harvesting
[114] mail
[106] voter
[106] fraud
[99] election
[91] ballots
[84] vote
[78] voting
[77] democrats

Top Words in Tweet in G9:
[451] ballot
[422] harvesting
[176] vote
[163] ballots
[144] joebiden
[109] fraud
[104] democrats
[102] dead
[102] mail
[92] step

Top Words in Tweet in G10:
[346] ballot
[344] harvesting
[171] republicans
[147] voter
[128] democrats
[119] days
[117] voting
[114] vote
[110] being
[98] give

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17631] ballot,harvesting
[7923] against,ballot
[7900] democrats,republicans
[7895] political,party
[7892] putting,interests
[7892] before,interests
[7891] calling,democrats
[7891] republicans,join
[7891] join,putting
[7891] interests,country

Top Word Pairs in Tweet in G1:
[7991] ballot,harvesting
[7393] democrats,republicans
[7392] against,ballot
[7390] political,party
[7389] calling,democrats
[7389] republicans,join
[7389] join,putting
[7389] putting,interests
[7389] interests,country
[7389] country,before

Top Word Pairs in Tweet in G2:
[1458] ballot,harvesting
[1293] harvesting,legal
[1292] made,ballot
[1290] democrats,made
[1290] legal,both
[1290] both,parties
[1290] parties,doing
[1290] doing,democrats
[1290] democrats,taking
[1290] taking,view

Top Word Pairs in Tweet in G3:
[620] ballot,harvesting
[496] scheme,#voterfraud
[479] censorship,youtube
[479] youtube,google
[479] google,deletes
[479] deletes,judicialwatch
[479] judicialwatch,video
[479] video,security
[479] security,concerns
[479] concerns,leftist

Top Word Pairs in Tweet in G4:
[968] ballot,harvesting
[165] voter,fraud
[114] people,vote
[114] ballots,ballot
[114] harvesting,voter
[108] pick,ballot
[107] harvesting,allows
[107] allows,vote
[107] vote,harvesters
[107] harvesters,pick

Top Word Pairs in Tweet in G5:
[822] ballot,harvesting
[358] legalize,ballot
[352] already,defeated
[352] defeated,democrats
[352] democrats,attempt
[352] attempt,legalize
[352] harvesting,lower
[352] lower,court
[352] court,appeal
[352] appeal,rnc

Top Word Pairs in Tweet in G6:
[828] ballot,harvesting
[279] california,democrats
[278] democrats,object
[278] imitates,vote
[278] vote,collection
[278] collection,methods
[278] methods,repeal
[278] repeal,ballot
[278] harvesting,altogether
[277] object,gop

Top Word Pairs in Tweet in G7:
[612] ballot,harvesting
[542] ilhan,omar
[538] harvesting,vote
[537] omar,calling
[537] calling,trump
[537] trump,desperate
[537] desperate,lol
[537] lol,funny
[537] funny,consider
[537] consider,accused

Top Word Pairs in Tweet in G8:
[554] ballot,harvesting
[49] voter,fraud
[35] harvesting,california
[30] mail,ballot
[27] democrat,ballot
[27] california,backfiring
[27] backfiring,spectacularly
[25] fraud,ballot
[23] voter,id
[23] illegal,ballot

Top Word Pairs in Tweet in G9:
[418] ballot,harvesting
[86] dead,alive
[63] mouthbreathing,leftists
[63] leftists,going
[63] going,well
[63] well,lies
[63] lies,everything
[63] everything,true
[63] true,democrats
[63] democrats,allowed

Top Word Pairs in Tweet in G10:
[344] ballot,harvesting
[100] voting,ballot
[76] voter,fraud
[66] republicans,local
[66] local,level
[66] 11,days
[62] harvesting,exposed
[61] massive,voter
[61] fraud,illegal
[61] illegal,voting

Top Replied-To
Top Replied-To in Entire Graph:
@tulsigabbard
@ilhanmn
@realdonaldtrump
@senschumer
@joebiden
@realjameswoods
@gopchairwoman
@jamesokeefeiii
@speakerpelosi
@legacypolitics

Top Replied-To in G1:
@tulsigabbard
@blainecarey5
@rjmhudson
@scrunchable
@mitchmack84
@dcrainjr
@rodneydavis
@bigbrobrah
@alan_poirier
@wefightbacknow

Top Replied-To in G2:
@adam4004
@brithume
@usatoday
@tmz
@unpcfrombc
@govabbott
@dhstone4
@megynkelly
@scrowello
@ewerickson

Top Replied-To in G3:
@realdonaldtrump
@aubrey_huff
@trumptraina1
@tomfitton
@democracyinn
@donaldjtrumpjr
@jeremyswallace
@judicialwatch
@breitbartnews
@123rhgreen

Top Replied-To in G4:
@ilhanmn
@tulsigabbard
@jamesokeefeiii
@tsunamipapi
@bambo_18
@bettymccollum04
@aaronmasser
@dave_pine
@aoc
@nytimes

Top Replied-To in G5:
@senschumer
@gopchairwoman
@speakerpelosi
@dbongino
@devinnunes
@seanhannity
@repmattgaetz
@cbsnews
@abcpolitics
@realdonaldtrump

Top Replied-To in G6:
@johnmyers
@pnjaban
@agbecerra
@harrisvotes
@gavinnewsom
@needmoreclones
@brithume
@latimes
@alexpadilla4ca
@izengabe_

Top Replied-To in G7:
@sharylattkisson
@realdonaldtrump
@nowchurchrepent
@realjameswoods
@buffaloguy1991
@jason_mavis
@janedone15
@errolwebber

Top Replied-To in G8:
@bette8066

Top Replied-To in G9:
@joebiden
@realjameswoods
@kamalaharris
@senkamalaharris
@darshunkendrick
@davidhogg111
@benshapiro
@kelliwardaz
@jesserodriguez
@gobiged

Top Replied-To in G10:
@potus
@foxnews
@darlenelewis100
@realdonaldtrump
@hillaryclinton
@rexchapman
@newsguygreg
@dd_chuck
@donnapz78
@arlenparsa

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@judicialwatch
@youtube
@google
@wsj
@cagop
@tulsigabbard
@ilhanmn
@joebiden
@gatewaypundit

Top Mentioned in G1:
@tulsigabbard
@rodneydavis
@repjimbaird
@thefixxer513
@blainecarey5
@carolynemas
@heytammybruce
@cody4congressnj
@repjoseserrano
@thelionsdawn

Top Mentioned in G2:
@brithume
@cagop
@jj_mccullough
@aghamilton29
@rupertmurdoch
@wsjopinion
@spreaker
@txag
@txsecofstate
@votetexas

Top Mentioned in G3:
@realdonaldtrump
@judicialwatch
@youtube
@google
@donaldjtrumpjr
@breitbartnews
@lindseygrahamsc
@tomfitton
@chuckwoolery
@noneatall1234

Top Mentioned in G4:
@ilhanmn
@tulsigabbard
@project_veritas
@ilhan
@aoc
@oann
@jamesokeefeiii
@realdonaldtrump
@fiorella_im
@thedemocrats

Top Mentioned in G5:
@gop
@speakerpelosi
@devinnunes
@senschumer
@realdonaldtrump
@pbcelections
@floridagop
@palmbeachgop
@gopchairwoman
@housedemocrats

Top Mentioned in G6:
@wsj
@cagop
@realdonaldtrump
@agbecerra
@gavinnewsom
@alexcoheninla
@michellesteelca
@youtube
@google
@judicialwatch

Top Mentioned in G7:
@errolwebber
@aoc
@coreytphoto
@waynedupreeshow
@youtube
@kirkwald

Top Mentioned in G9:
@joebiden
@kamalaharris
@nebraskadems
@dncwarroom
@asanderford
@realdonaldtrump
@benshapiro
@thedemocrats
@howleyreporter
@ilhanmn

Top Mentioned in G10:
@nationalfile
@potus
@tedlieu
@foxnews
@hillaryclinton
@realdonaldtrump
@youtube
@google
@judicialwatch
@no_silenced

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@federicoalves
@insdatainter
@parthpa07241800
@serendipitysays
@britpoptarts
@myplace4u
@patriotmarie
@politicalhedge
@davidjones720

Top Tweeters in G1:
@parthpa07241800
@250praveen
@cssueta
@noncontacthogg
@chris11962
@satirist_indian
@jjwills2
@nwrmbing
@mzee26
@russmove

Top Tweeters in G2:
@turfline
@4annegs
@embeesweb
@kahlersabrina
@corrcomm
@commonguy123
@bassaces1
@admomof3
@cookingconquest
@melissatweets

Top Tweeters in G3:
@eavesdropann
@tea_party_chris
@clark7950
@quicksilver2723
@jamierodr14
@michaelbarger1
@hawleysjadefav
@pretoriana81
@stonekeeper3
@realgrace_kelly

Top Tweeters in G4:
@homerwhite
@nytimes
@abc13houston
@nexus7900
@binderfaith1
@nypost
@mrsopie88
@realmattcouch
@e__strobel
@parisw2010

Top Tweeters in G5:
@insdatainter
@jimpolk
@reuters
@jjmac55
@peristerara
@freedomconnect_
@slate
@euridiceguerra
@paulsorrentino3
@irritatedwoman

Top Tweeters in G6:
@serendipitysays
@serafinos
@mjgranger1
@cnbsnana
@au_bebe
@calling12001
@mtrushmore2016
@donna_west
@kyleraccio
@beanfrompa

Top Tweeters in G7:
@lynn_weiser
@cbinflux
@jennifer_0780
@dianachic1
@jantxnc
@gigito31959
@ldga123456
@2thedogpound
@ohio_buckeye_us
@famdoc7

Top Tweeters in G8:
@davidjones720
@israelnewslinks
@justiceoutcry
@jimdwrench
@patrick_fenelon
@ajcalmaga
@cbprincess5
@arauz2012
@_ncpatriot_
@memomoment

Top Tweeters in G9:
@chester55555555
@hlaurora63
@dcexaminer
@kharyp
@riwired
@perviver
@hotepjesus
@eclectelectric
@sassysouthern10
@goldnemovesgold

Top Tweeters in G10:
@myplace4u
@patriotmarie
@drofdem
@anzers
@foxnews
@theeleanordavis
@noprezzie2012
@twittachicca
@wtpbn
@realwendyteresa


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