Biden, Twitter, 8/5/2020 11:43:55 PM, 231969


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Biden_2020-08-05_15-06-07.xlsx
Biden_2020-08-05_15-06-07.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 05, 2020
Short Description:
Biden via NodeXL https://bit.ly/2PFvM5T
@realdonaldtrump
@joebiden
@charliekirk11
@billkristol
@ddale8
@projectlincoln
@natashabertrand
@funder
@trumpwarroom
@politico

Top hashtags:
#biden
#joebiden
#trump2020
#onev1
#lincolnvoter
#biden2020
#trump
#votejoe

Description:
Description
The graph represents a network of 16,965 Twitter users whose recent tweets contained "Biden", 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 Wednesday, 05 August 2020 at 22:58 UTC.

The tweets in the network were tweeted over the 19-minute period from Wednesday, 05 August 2020 at 21:46 UTC to Wednesday, 05 August 2020 at 22:06 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 : 16965
Unique Edges : 23096
Edges With Duplicates : 3663
Total Edges : 26759
Number of Edge Types : 5
Retweet : 14295
Tweet : 2499
MentionsInRetweet : 2786
Replies to : 3292
Mentions : 3887
Self-Loops : 2564
Reciprocated Vertex Pair Ratio : 0.00528700906344411
Reciprocated Edge Ratio : 0.0105184072126221
Connected Components : 1632
Single-Vertex Connected Components : 772
Maximum Vertices in a Connected Component : 13688
Maximum Edges in a Connected Component : 23531
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.454511
Graph Density : 7.86221379119931E-05
Modularity : 0.729979
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 16,965 Twitter users whose recent tweets contained "Biden", 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 Wednesday, 05 August 2020 at 22:58 UTC.

The tweets in the network were tweeted over the 19-minute period from Wednesday, 05 August 2020 at 21:46 UTC to Wednesday, 05 August 2020 at 22:06 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 : Biden
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:
[407] https://www.cnn.com/2020/08/05/politics/fact-check-trump-fox-friends-pandemic-biden-protests/index.html
[365] https://www.politico.com/news/2020/08/05/cia-biden-senate-probe-391479
[187] https://www.politico.com/news/2020/08/05/sally-yates-obama-biden-flynn-investigation-391817
[179] https://www.rawstory.com/2020/08/sign-of-desperation-trump-slammed-for-anti-religious-bigotry-over-new-ad-on-joe-biden/#.XyrzngC65ZI.twitter
[156] https://twitter.com/i/events/1291091122895245312
[152] https://twitter.com/NoticiasCaracol/status/1291126898064609280
[116] https://twitter.com/joebiden/status/1291111736167211008
[109] https://twitter.com/JoeBiden/status/1291111736167211008
[104] https://twitter.com/trumpwarroom/status/1291062194004688898
[99] https://www.breitbart.com/politics/2020/08/05/watch-joe-biden-snaps-at-black-reporter-over-cognitive-test-question-are-you-a-junkie/

Top URLs in Tweet in G1:
[103] https://twitter.com/trumpwarroom/status/1291062194004688898
[62] https://davidharrisjr.com/steven/fbi-raids-us-company-with-ties-to-ukrainian-bank-tied-to-hunter-bidens-burisma-lost-billions-in-imf-and-us-funds/
[56] https://twitter.com/arifleischer/status/1291005803009323009
[49] https://www.foxnews.com/politics/trump-calls-for-presidential-debate-to-be-moved-up-due-to-mail-in-voting
[38] https://www.politico.com/news/2020/08/04/trump-joe-biden-campaign-door-knockers-391454
[32] https://twitter.com/USAmbIsrael/status/1291041977199472643
[30] https://www.mediaite.com/tv/axios-jonathan-swan-breaks-down-his-shocking-interview-with-trump-i-wasnt-trying-to-score-a-point-or-gotcha/
[28] https://twitter.com/DailyCaller/status/1291128100638601216
[27] https://www.foxnews.com/politics/biden-scraps-plans-to-travel-to-milwaukee-for-nomination-acceptance-citing-coronavirus-concerns
[25] https://www.cnsnews.com/article/washington/melanie-arter/biden-im-constantly-tested-cognitive-decline

Top URLs in Tweet in G2:
[34] https://www.breitbart.com/2020-election/2020/08/05/4-unions-defy-joe-biden-reach-deal-to-build-keystone-xl-pipeline/
[27] https://www.breitbart.com/politics/2020/08/05/joe-biden-there-will-not-be-another-foot-of-wall-constructed-in-my-administration/
[23] https://freebeacon.com/2020-election/biden-ah-i-shouldnt-say-that/
[22] https://www.cbsnews.com/news/allan-lichtman-presidential-election-predictions-trump-lose/?ftag=CNM-00-10aab7e&linkId=96177792
[19] https://www.politico.com/news/2020/08/05/joe-biden-reporter-cognitive-test-391771
[17] https://www.reuters.com/article/us-usa-election-china/biden-says-trumps-china-trade-deal-is-failing-badly-idUSKCN25131X
[16] https://www.cbsnews.com/news/biden-campaign-2020-largest-political-ad-buy-presidential-candidate/
[16] https://www.nbcnews.com/politics/2020-election/biden-accept-democratic-nomination-virtually-dnc-further-scales-back-2020-n1235884
[14] https://www.cbsnews.com/live/
[12] https://www.cbsnews.com/live

Top URLs in Tweet in G3:
[25] https://thehill.com/homenews/campaign/510763-biden-says-he-supports-additional-funding-for-the-police
[19] https://joebiden.com/made-in-america/
[16] https://thehill.com/homenews/media/510761-cnns-ana-navarro-to-host-biden-roundtable-on-making-trump-a-one-term-president
[13] https://abcnews.go.com/Politics/biden-campaign-offense-expand-electoral-map-280-million/story?id=72177894
[11] https://www.cbsnews.com/news/biden-campaign-2020-largest-political-ad-buy-presidential-candidate/
[11] https://twitter.com/ProjectLincoln/status/1291053406476541953
[10] https://thehill.com/hilltv/what-americas-thinking/510762-what-americas-thinking-august-5-2020
[8] https://www.nytimes.com/2020/08/05/opinion/bill-barr-trump-biden-2020.html
[6] https://www.politico.com/news/2020/08/05/cia-biden-senate-probe-391479
[6] https://www.cnn.com/2020/08/05/politics/fact-check-trump-fox-friends-pandemic-biden-protests/index.html

Top URLs in Tweet in G4:
[9] https://thenationalpulse.com/commentary/biden-flails-with-hispanics/
[6] https://twitter.com/TrumpWarRoom/status/1290971428813242368
[6] https://www.washingtonexaminer.com/opinion/byron-yorks-daily-memo-what-did-joe-biden-know-about-michael-flynn
[6] https://www.washingtonexaminer.com/opinion/columnists/will-democrats-accept-election-loss-new-report-says-no
[6] https://thefederalist.com/2020/08/05/biden-asks-black-reporter-if-hes-a-junkie-on-cocaine/#.XyrgsWz0rUo.twitter
[6] https://twitter.com/joebiden/status/1291090345103679494
[4] https://www.foxnews.com/politics/trump-calls-for-presidential-debate-to-be-moved-up-due-to-mail-in-voting
[4] https://twitter.com/arifleischer/status/1291005803009323009
[4] https://townhall.com/tipsheet/elliebufkin/2020/08/05/why-the-h-would-i-take-a-test-biden-now-denies-ever-taking-cognitive-ability-test-n2573758
[3] https://twitter.com/cnn/status/1290985175405465604

Top URLs in Tweet in G5:
[168] https://www.rawstory.com/2020/08/sign-of-desperation-trump-slammed-for-anti-religious-bigotry-over-new-ad-on-joe-biden/#.XyrzngC65ZI.twitter
[93] https://www.politico.com/news/2020/08/05/sally-yates-obama-biden-flynn-investigation-391817
[38] https://twitter.com/i/events/1291091122895245312
[34] https://www.thegazette.com/factchecker/donald-trump-2020-joe-biden-alone-gazette-photo-unauthorized-altered-coralville-hawkeye-game-20200805
[23] https://www.politico.com/news/2020/07/27/joe-biden-vp-running-mate-pick-tracker-377652
[9] https://twitter.com/daveweigel/status/1291027685590863873
[8] https://www.politico.com/news/2020/08/05/cia-biden-senate-probe-391479
[7] https://twitter.com/daveweigel/status/1291092630068240384
[7] https://www.politico.com/news/2020/08/04/trump-joe-biden-campaign-door-knockers-391454
[6] https://www.politico.com/news/2020/08/04/karen-bass-eulogized-communist-party-usa-leader-391455

Top URLs in Tweet in G6:
[27] https://twitter.com/JoeBiden/status/1291111736167211008
[18] https://twitter.com/joebiden/status/1291111736167211008
[17] https://twitter.com/i/events/1291091122895245312
[5] https://www.washingtonpost.com/opinions/2020/08/05/if-biden-wins-post-trump-corruption-purge-will-have-be-epic/
[5] https://www.dailykos.com/stories/2020/8/4/1966493/-Fox-News-host-says-Joe-Biden-considering-Black-women-for-VP-slot-probably-illegal
[5] https://www.foxnews.com/media/joe-rogan-biden-mentally-compromised
[4] https://www.rawstory.com/2020/08/cia-ignores-request-to-brief-gop-senators-trying-to-dig-up-dirt-on-joe-bidens-son-report/
[4] https://twitter.com/joebiden/status/1291090345103679494
[4] https://twitter.com/TrumpWarRoom/status/1291062194004688898
[4] https://www.cnn.com/2020/08/05/politics/fact-check-trump-fox-friends-pandemic-biden-protests/index.html

Top URLs in Tweet in G7:
[16] https://www.politico.com/news/2020/08/05/sally-yates-obama-biden-flynn-investigation-391817
[7] https://www.politico.com/news/2020/08/05/cia-biden-senate-probe-391479
[7] https://www.cnbc.com/2020/08/05/biden-will-beat-trump-says-historian-who-predicted-every-race-since-1984.html
[6] https://www.thedailybeast.com/why-bidens-smart-to-take-his-time-with-his-veep-pick?via=twitter_page
[4] https://twitter.com/i/events/1291091122895245312
[3] https://www.thedailybeast.com/trump-campaign-requests-extra-september-debate-forecasting-widespread-early-voting?via=twitter_page
[2] https://secure.actblue.com/donate/lets-elect-joe-biden-president-ad04
[2] https://www.thedailybeast.com/biden-campaign-preps-offensive-against-trump-death-star?via=twitter_page
[2] https://thehill.com/homenews/campaign/510763-biden-says-he-supports-additional-funding-for-the-police
[2] https://www.reuters.com/article/us-usa-election-china/biden-says-trumps-china-trade-deal-is-failing-badly-idUSKCN25131X

Top URLs in Tweet in G8:
[284] https://www.politico.com/news/2020/08/05/cia-biden-senate-probe-391479
[34] https://www.washingtonpost.com/opinions/2020/08/05/if-biden-wins-post-trump-corruption-purge-will-have-be-epic/
[31] https://www.politico.com/news/2020/08/05/sally-yates-obama-biden-flynn-investigation-391817
[30] https://www.washingtonpost.com/technology/2020/08/05/trump-facebook-ads-false/
[8] https://twitter.com/ThePlumLineGS/status/1291114264586063874
[8] https://twitter.com/i/events/1291091122895245312
[7] https://www.huffpost.com/entry/biden-foreign-policy-dnc_n_5f2adbd3c5b64d7a55ed7fd7?mq7
[7] https://thehill.com/homenews/media/510761-cnns-ana-navarro-to-host-biden-roundtable-on-making-trump-a-one-term-president#.XysrgnYYWXM.twitter
[7] https://www.cbsnews.com/news/biden-campaign-2020-largest-political-ad-buy-presidential-candidate/
[6] https://www.washingtonpost.com/outlook/2020/08/05/black-women-biden-veep/

Top URLs in Tweet in G9:
[344] https://www.cnn.com/2020/08/05/politics/fact-check-trump-fox-friends-pandemic-biden-protests/index.html
[64] https://twitter.com/ddale8/status/1291104947703099392
[61] https://twitter.com/i/events/1291091122895245312
[35] https://www.refinery29.com/en-us/2020/08/9949970/hatch-act-violation-president-trump-administration
[12] https://www.rawstory.com/2020/08/cia-ignores-request-to-brief-gop-senators-trying-to-dig-up-dirt-on-joe-bidens-son-report/
[10] https://www.politico.com/news/2020/08/05/cia-biden-senate-probe-391479
[7] https://twitter.com/Redistrict/status/1290799946267070467
[7] https://twitter.com/realDonaldTrump/status/1291117659086561280
[3] https://www.rawstory.com/2020/08/noted-author-accuses-jared-kushner-of-planning-last-ditch-try-at-disqualifying-biden-ballots-on-election-night-with-barrs-blessing/
[3] https://www.washingtonpost.com/opinions/2020/08/05/if-biden-wins-post-trump-corruption-purge-will-have-be-epic/

Top URLs in Tweet in G10:
[15] https://dailycaller.com/2020/08/05/biden-campaign-280-million-ad-buy-trump/
[7] https://www.foxnews.com/media/cnns-ana-navarro-joe-biden-fundraiser
[5] https://www.theepochtimes.com/in-apparent-reversal-biden-says-he-hasnt-taken-cognitive-test_3451021.html
[4] https://www.youtube.com/watch?v=j29wchSGEk8&feature=youtu.be&t=24

[3] https://www.theepochtimes.com/revolutionary-communist-party-usa-leader-endorses-biden-for-president_3449398.html
[3] https://dailycaller.com/2020/08/05/joe-biden-cognitive-test/
[3] https://twitter.com/americafirstorg/status/1290739756628836356?s=10
[3] https://www.mediaite.com/tv/axios-jonathan-swan-breaks-down-his-shocking-interview-with-trump-i-wasnt-trying-to-score-a-point-or-gotcha/
[2] https://www.cleveland.com/open/2020/07/new-ohio-poll-shows-donald-trump-with-slight-lead-over-joe-biden.html
[2] https://twitter.com/beyondreasdoubt/status/1290474169780535296

Top Domains
Top Domains in Tweet in Entire Graph:
[2110] twitter.com
[741] politico.com
[465] cnn.com
[268] breitbart.com
[266] rawstory.com
[254] trib.al
[189] foxnews.com
[165] thegatewaypundit.com
[159] washingtonpost.com
[148] thehill.com

Top Domains in Tweet in G1:
[466] twitter.com
[106] thegatewaypundit.com
[91] foxnews.com
[62] davidharrisjr.com
[60] breitbart.com
[58] politico.com
[56] trib.al
[31] mediaite.com
[29] twitchy.com
[27] justthenews.com

Top Domains in Tweet in G2:
[88] twitter.com
[80] cbsnews.com
[67] breitbart.com
[35] politico.com
[25] nbcnews.com
[24] freebeacon.com
[24] reuters.com
[20] thegatewaypundit.com
[14] foxnews.com
[13] medium.com

Top Domains in Tweet in G3:
[75] thehill.com
[37] twitter.com
[20] joebiden.com
[18] trib.al
[16] politico.com
[13] go.com
[13] cbsnews.com
[10] nytimes.com
[8] washingtonpost.com
[6] cnn.com

Top Domains in Tweet in G4:
[42] twitter.com
[13] washingtonexaminer.com
[9] thenationalpulse.com
[8] thefederalist.com
[7] townhall.com
[5] foxnews.com
[3] youtube.com
[3] nytimes.com
[3] washingtontimes.com
[3] breitbart.com

Top Domains in Tweet in G5:
[172] rawstory.com
[147] politico.com
[80] twitter.com
[34] thegazette.com
[8] thehill.com
[8] cnn.com
[5] washingtonpost.com
[5] nydailynews.com
[4] politicususa.com
[4] go.com

Top Domains in Tweet in G6:
[261] twitter.com
[16] washingtonpost.com
[14] youtube.com
[14] cnn.com
[13] foxnews.com
[13] rawstory.com
[9] dailykos.com
[8] politico.com
[7] breitbart.com
[7] nytimes.com

Top Domains in Tweet in G7:
[23] politico.com
[12] thedailybeast.com
[7] cnbc.com
[6] twitter.com
[2] actblue.com
[2] thehill.com
[2] reuters.com
[2] rawstory.com
[1] washingtonpost.com
[1] youtube.com

Top Domains in Tweet in G8:
[322] politico.com
[74] washingtonpost.com
[32] twitter.com
[11] huffpost.com
[9] rawstory.com
[7] thehill.com
[7] cbsnews.com
[5] cnn.com
[4] trib.al
[3] postandcourier.com

Top Domains in Tweet in G9:
[344] cnn.com
[152] twitter.com
[35] refinery29.com
[17] rawstory.com
[16] politico.com
[8] washingtonpost.com
[4] thehill.com
[3] buzzfeednews.com
[2] nbcnews.com
[2] axios.com

Top Domains in Tweet in G10:
[25] twitter.com
[20] dailycaller.com
[9] foxnews.com
[8] theepochtimes.com
[7] youtube.com
[3] cnsnews.com
[3] mediaite.com
[2] cleveland.com
[2] nytimes.com
[2] breitbart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[259] biden
[103] joebiden
[70] trump2020
[66] onev1
[57] lincolnvoter
[53] biden2020
[41] trump
[33] votejoe
[33] obamagate
[32] eua



Top Hashtags in Tweet in G1:
[95] biden
[36] joebiden
[28] trump2020
[20] dementiajoe
[13] justsaying
[13] obamagate
[12] wdshow
[11] foxnews
[11] election2020
[10] joehatesblacks

Top Hashtags in Tweet in G2:
[29] votejoe
[16] dumptrump
[13] maga
[11] joebiden
[9] trump2020landslide
[8] biden
[8] trump2020
[8] walkaway
[6] venezuela
[6] election2020

Top Hashtags in Tweet in G3:
[53] lincolnvoter
[20] sendlindseyhome
[15] mtpdaily
[14] republicansforbiden
[10] bluedot
[8] barr
[7] biden
[6] biden2020
[5] indiana
[5] onev1

Top Hashtags in Tweet in G4:
[17] racistjoe
[15] dementia
[11] obamagate
[9] biden
[7] trump2020
[6] senilejoe
[6] elderabuse
[6] voteredtosaveamerica
[6] 2a
[3] bidencognitivedecline

Top Hashtags in Tweet in G5:
[14] deepfake
[14] informationwarfare
[4] breaking
[4] mtpdaily
[3] alwaysprojecting
[2] barr
[2] mog
[2] trumplightsout
[2] biden2020
[2] trumpisanationaldisgrace

Top Hashtags in Tweet in G6:
[21] biden
[11] trump
[6] joebiden
[5] biden2020
[5] maischberger
[4] strongpublicschools
[4] coronavirus
[4] election2020
[4] news
[4] trump2020

Top Hashtags in Tweet in G7:
[8] tre45on
[8] sallyyateshearing
[4] yeswecanagain
[2] obamaday
[2] protect
[2] benghazi
[1] protectourvotes
[1] joebidenforpresident2020
[1] bountyjustice
[1] trumpisalaughingstock

Top Hashtags in Tweet in G8:
[10] joebiden2020
[4] biden
[3] christian
[3] conservative
[3] trump
[3] ridenwithbiden2020
[2] crookedfuckerberg
[1] tonedeaf
[1] maga
[1] trump2020landslide

Top Hashtags in Tweet in G9:
[3] in05
[1] joebiden2020
[1] traitorinchief

Top Hashtags in Tweet in G10:
[9] biden
[6] joebiden
[6] breaking
[4] clintonharris2020
[4] clintonrice2020
[3] obamagate
[3] creepyjoe
[3] burisma
[3] ukrainegate
[2] nadieconbiden

Top Words
Top Words in Tweet in Entire Graph:
[19276] biden
[8157] joe
[7258] trump
[2124] test
[1890] black
[1844] president
[1634] make
[1616] obama
[1513] vote
[1491] doing

Top Words in Tweet in G1:
[3873] biden
[1977] joe
[797] test
[716] realdonaldtrump
[547] cognitive
[536] black
[534] asked
[419] president
[410] trump
[341] reporter

Top Words in Tweet in G2:
[1143] biden
[639] joebiden
[468] joe
[413] trump
[139] campaign
[132] president
[102] vp
[97] american
[95] test
[91] vote

Top Words in Tweet in G3:
[1384] biden
[902] trump
[794] debates
[789] tax
[788] returns
[777] doing
[770] 1976
[410] away
[403] make
[391] presidential

Top Words in Tweet in G4:
[1525] biden
[1033] joe
[908] wall
[482] along
[479] considering
[458] another
[455] foot
[455] voted
[455] build
[455] miles

Top Words in Tweet in G5:
[1441] biden
[1177] trump
[687] ad
[652] alone
[465] praying
[431] iowa
[419] second
[419] look
[413] make
[410] basement

Top Words in Tweet in G6:
[766] biden
[268] joe
[250] trump
[68] president
[67] campaign
[59] vote
[45] ad
[42] biden's
[40] going
[38] vp

Top Words in Tweet in G7:
[811] biden
[517] trump
[389] joe
[261] vote
[248] another
[248] everyone
[247] don
[247] having
[246] press
[246] conference

Top Words in Tweet in G8:
[772] biden
[504] cia
[494] led
[411] joe
[341] trump
[298] news
[295] investigation
[267] johnson
[256] gop
[255] senators

Top Words in Tweet in G9:
[1154] trump
[362] left
[361] nato
[361] ventilators
[349] biden
[336] vote
[333] act
[311] away
[310] people
[301] black

Top Words in Tweet in G10:
[588] biden
[468] test
[356] joe
[287] take
[184] man
[159] taken
[152] junkie
[152] hell
[151] taking
[146] haven't

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7208] joe,biden
[1028] tax,returns
[994] cognitive,test
[652] trump,campaign
[629] another,foot
[629] foot,wall
[629] wall,constructed
[627] constructed,administration
[617] sally,yates
[574] biden,another

Top Word Pairs in Tweet in G1:
[1705] joe,biden
[421] cognitive,test
[181] taking,cognitive
[179] interview,cbs
[168] united,states
[168] asked,reporter
[160] democrat,nomination
[160] wrong,guy
[159] biden,interview
[159] cbs,mad

Top Word Pairs in Tweet in G2:
[409] joe,biden
[52] big,news
[42] cognitive,test
[42] news,joe
[42] biden,best
[42] best,candidate
[42] candidate,president
[42] president,retweet
[42] retweet,agree
[39] donald,trump

Top Word Pairs in Tweet in G3:
[788] tax,returns
[387] returns,debates
[386] presidential,debates
[386] make,debating
[386] debating,contingent
[385] ve,presidential
[385] debates,1976
[385] 1976,candidates
[385] candidates,released
[385] released,tax

Top Word Pairs in Tweet in G4:
[936] joe,biden
[453] biden,another
[453] another,foot
[453] foot,wall
[453] wall,constructed
[453] constructed,administration
[453] administration,strange
[453] strange,considering
[453] considering,voted
[453] voted,build

Top Word Pairs in Tweet in G5:
[394] make,look
[384] trump,ad
[306] joe,biden
[254] alone,hiding
[254] hiding,diminished
[254] basement,alone
[253] trump,campaign
[253] edited,make
[251] biden,alone
[250] ad,alleging

Top Word Pairs in Tweet in G6:
[227] joe,biden
[31] trump,campaign
[26] vote,biden
[21] biden,campaign
[19] campaign,ad
[18] against,joe
[18] trump,biden
[17] ad,against
[17] doctored,images
[17] donald,trump

Top Word Pairs in Tweet in G7:
[386] joe,biden
[250] vote,joe
[245] press,conference
[243] watching,trump
[243] trump,ramble
[243] ramble,don
[243] don,yep
[243] yep,having
[243] having,another
[243] another,press

Top Word Pairs in Tweet in G8:
[379] joe,biden
[243] cia,ignored
[243] ignored,requests
[243] requests,brief
[243] brief,senators
[243] senators,part
[243] part,gop
[243] gop,led
[243] led,investigation
[234] sources,methods

Top Word Pairs in Tweet in G9:
[361] trump,left
[361] left,ventilators
[299] black,people
[297] children,immune
[297] immune,virus
[297] virus,going
[297] going,away
[297] away,testing
[297] testing,cause
[297] cause,cases

Top Word Pairs in Tweet in G10:
[282] take,test
[271] joe,biden
[150] hell,take
[148] taken,test
[146] haven't,taken
[146] test,hell
[130] biden,haven't
[130] test,c'mon
[130] c'mon,man
[130] man,saying

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@realdonaldtrump
@projectlincoln
@trumpwarroom
@realjameswoods
@charliekirk11
@cactusflower_1
@washingtonpost
@fras99
@donaldjtrumpjr

Top Replied-To in G1:
@realdonaldtrump
@donaldjtrumpjr
@whitehouse
@seanhannity
@teamtrump
@rudygiuliani
@gopchairwoman
@catturd2
@arifleischer
@marklevinshow

Top Replied-To in G2:
@joebiden
@kellyannepolls
@richardgrenell
@d_jeneration
@hkrassenstein
@cbsnews
@errolbarnett
@meows4all
@brokebackusa
@teapainusa

Top Replied-To in G3:
@projectlincoln
@thehill
@billkristol
@politics_polls
@rvat2020
@msnbc
@mccaslinandy
@katyturnbc
@deadlinewh
@meetthepress

Top Replied-To in G4:
@charliekirk11
@gkeile
@samanthamarika1
@laurenboebert
@cattharmony
@michaeljknowles
@townhallcom
@chuckcallesto
@msavaarmstrong
@leahr77

Top Replied-To in G5:
@sarahmucha
@daveweigel
@sarahburris
@_cingraham
@realkhivequeenb
@biden_brigade
@politico
@philipwegmann
@theswprincess
@lrozen

Top Replied-To in G6:
@tigerfists88

Top Replied-To in G7:
@funder
@mmpadellan
@rbreich
@realdonaldtrump
@akikigate
@angelabelcamino
@politvidchannel
@julius_kim
@lauralitvan

Top Replied-To in G8:
@natashabertrand
@joyannreid
@jeneps
@hollyotterbein
@yafbiden
@kyledcheney
@kellyjeanclair
@theplumlinegs
@swissch33z
@black24boi

Top Replied-To in G9:
@ddale8
@b52malmet
@sarahmucha
@stuartbnyc
@reallyamerican1
@projectlincoln
@kathyrist11
@ericowensdc
@donaldjtrumpjr
@prettygonzo

Top Replied-To in G10:
@trumpwarroom
@dailycaller
@redeaglepatriot
@sohrabahmari
@realdonaldtrump
@simargl4
@julio_rosas11
@djtsavesamerica
@greg_price11
@gertstrydom7

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@joebiden
@rvat2020
@gatewaypundit
@breitbartnews
@mike_pence
@youtube
@aweissmann_
@rgoodlaw
@teamtrump

Top Mentioned in G1:
@realdonaldtrump
@gatewaypundit
@joebiden
@mike_pence
@teamtrump
@rparkerscience
@potus
@breitbartnews
@nypost
@gopchairwoman

Top Mentioned in G2:
@joebiden
@cbsnews
@edokeefe
@realdonaldtrump
@davidrutz
@errolbarnett
@nra
@ambassadorrice
@kamalaharris
@allanlichtman

Top Mentioned in G3:
@rvat2020
@thehill
@reuters
@ipsos
@harris_x_
@mikememoli
@joebiden
@projectlincoln
@nicolledwallace
@msnbc

Top Mentioned in G4:
@realpowertie
@billstepien
@joebiden
@thenatpulse
@charliekirk11
@einsteinsmagic
@krissypissy_35
@washtimes
@townhallcom

Top Mentioned in G5:
@arlettesaenz
@politico
@daveweigel
@biden_brigade
@darth
@sarahmucha
@joebiden
@mikememoli
@realkhivequeenb
@politicususa

Top Mentioned in G6:
@tressusa1

Top Mentioned in G7:
@eleanorclift
@realdonaldtrump
@funder
@rbreich
@thedemcoalition
@angelabelcamino
@berserkerneil
@indyria577
@thedailybeast
@jimbosuff

Top Mentioned in G8:
@natashabertrand
@symonedsanders
@andrewdesiderio
@theplumlinegs
@amprog
@samberger_dc
@ananavarro
@hollyotterbein
@joebiden
@hunterjcullen

Top Mentioned in G9:
@facebook
@ddale8
@capaction
@sarahmucha
@geoffrbennett
@nbcnightlynews
@rbreich
@joebiden
@potus
@missb62

Top Mentioned in G10:
@trumpwarroom
@benshapiro
@realdonaldtrump
@simargl4
@erinmperrine
@lisamarieboothe
@dailycaller
@splcenter
@epochtimes
@joebiden

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@missb62
@the_news_diva
@paoloigna1
@odio_nao
@globovision
@immoralreport
@souljahsingh
@languillem
@etrippi2

Top Tweeters in G1:
@immoralreport
@souljahsingh
@yojudenz
@myplace4u
@davealvord164
@stockguy61
@starcoreone02
@scribbledpages1
@actdontreact
@clark7950

Top Tweeters in G2:
@the_news_diva
@backstorymom1
@chrisbrey1
@msavaarmstrong
@greeeneyedwhwom
@eyegloarts
@janettxblessed
@cberrl
@jodotcom
@rolandsmartin

Top Tweeters in G3:
@legallybae
@thehill
@wellness4you13
@tadrow
@reuters
@trixywh
@asmith702
@castonchris
@sueglashauser
@safetypindaily

Top Tweeters in G4:
@jimpolk
@zwoodbutcher
@huffpost
@ladydshops
@kurtschlichter
@susancturlingt1
@lvnancy
@bryan700
@terrydvl
@leahr77

Top Tweeters in G5:
@missb62
@mharvey816
@cahulaan
@akuma_river
@bistycsross
@leehillerlondon
@only4rm
@morgfair
@tinyboo49
@robinmcouch

Top Tweeters in G6:
@globovision
@2001online
@tigerfists88
@foro_tv
@nhdogmom
@ussanews
@gregmroscoe
@kavalonthatsme
@buffaloon
@inmannews

Top Tweeters in G7:
@79topper
@wendycroy888
@princessbravato
@beverly21811568
@markfromhalsey
@jrbkjrbk
@skepmi
@chuckw12
@theriverwanders
@vabvox

Top Tweeters in G8:
@argojournal
@allchanges
@eykis
@katcapps
@eddarrell
@amyayers16
@mlczone
@jorge_c_ny
@betseybess
@trumpwatchnews

Top Tweeters in G9:
@gojira007x
@pollsstar
@carolmaewy
@metaquest
@pas5974
@jjj5819
@reneevoicebrand
@cnbsnana
@skywaker9
@debsomewhere

Top Tweeters in G10:
@pmgeezer
@5b20be6386164f8
@schwingcat
@maryosb36485285
@dawalf
@jennifer_0780
@cherrybaysb
@gracerohlf
@gmiller1952
@jamierjn