Democrats, Twitter, 3/20/2019 7:46:23 PM, 191082
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Democrats_2019-03-20_09-08-57.xlsx
Democrats_2019-03-20_09-08-57.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
March 20, 2019
Short Description:
Democrats via NodeXL http://bit.ly/2JrbqNl
@realdonaldtrump
@charliekirk11
@elienyc
@berniesanders
@therickwilson
@angryblacklady
@lindseygrahamsc
@ilhanmn
@mwangp01
@gopchairwoman

Top hashtags:
#democrats
#maga
#scotus
#dimwit
#comradecortez
#victory
#cody45

Description:
Description
The graph represents a network of 16,131 Twitter users whose recent tweets contained "Democrats", 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, 20 March 2019 at 17:31 UTC.

The tweets in the network were tweeted over the 1-hour, 10-minute period from Wednesday, 20 March 2019 at 14:58 UTC to Wednesday, 20 March 2019 at 16:08 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 : 16131
Unique Edges : 22641
Edges With Duplicates : 3391
Total Edges : 26032
Self-Loops : 2232
Reciprocated Vertex Pair Ratio : 0.00363832367605444
Reciprocated Edge Ratio : 0.00725026852846402
Connected Components : 1428
Single-Vertex Connected Components : 811
Maximum Vertices in a Connected Component : 13526
Maximum Edges in a Connected Component : 23403
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.139409
Graph Density : 8.58747061748733E-05
Modularity : 0.688532
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[123] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[70] https://www.washingtonpost.com/opinions/2019/03/19/how-democrats-can-defeat-trump-his-ugly-ideas-according-pete-buttigieg/
[58] https://davidharrisjr.com/politics/900000-illegal-aliens-voted-in-2018-says-judicial-watch/
[54] https://judiciary.house.gov/sites/democrats.judiciary.house.gov/files/documents/3.19.2019%20Letter%20to%20Engel.pdf
[49] https://www.thenation.com/article/impeach-brett-kavanaugh-supreme-court/
[43] https://www.breitbart.com/politics/2019/03/20/fact-check-no-democrats-the-electoral-college-was-not-created-because-of-slavery/
[36] https://dailycaller.com/2019/03/19/electoral-college-steve-cohen/
[32] https://www.thegatewaypundit.com/2019/03/stunning-border-patrol-apprehends-400-illegal-aliens-in-5-minutes-in-el-paso-but-democrats-and-rinos-say-there-is-no-border-emergency/
[31] https://trib.al/ZR58d0n
[25] https://babylonbee.com/news/reanimated-che-guevara-announces-2020-run-quickly-criticized-as-too-moderate

Top URLs in Tweet in G1:
[14] https://twitter.com/realDonaldTrump/status/1108217768187449344
[6] https://twitter.com/Matthewcogdeill/status/1100475234094927872
[6] https://freebeacon.com/politics/trump-democrats-only-want-to-expand-supreme-court-to-catch-up/
[5] https://dailycaller.com/2019/03/18/ocasio-cortez-justice-democrats-pac/
[5] https://starpolitical.com/minnesota-democrats-make-move-to-remove-ilhan-omar-from-congress/
[5] https://freebeacon.com/politics/continetti-democrats-want-to-change-the-structure-of-the-united-states-to-win-elections/
[4] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[4] https://davidharrisjr.com/politics/900000-illegal-aliens-voted-in-2018-says-judicial-watch/
[4] https://dailycaller.com/2019/03/18/minnesota-democrats-omar-trump/
[3] https://dailycaller.com/2019/03/20/trump-john-mccain-democrats/

Top URLs in Tweet in G2:
[16] https://www.thegatewaypundit.com/2019/03/stunning-border-patrol-apprehends-400-illegal-aliens-in-5-minutes-in-el-paso-but-democrats-and-rinos-say-there-is-no-border-emergency/
[14] https://www.thegatewaypundit.com/2019/03/exclusive-source-claims-fox-news-host-secretly-worked-to-get-jeanine-pirro-suspended-to-curry-favor-with-democrats/
[11] https://www.usnews.com/news/politics/articles/2019-03-20/shifting-hopes-as-republicans-democrats-wait-for-mueller
[10] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[8] https://redpillpundit.online/2019/03/democrats-are-cruising-for-obama-2-0/
[7] https://www.lifezette.com/2018/08/what-democrats-said-about-mccain-that-they-now-want-you-to-forget/
[6] https://dailycaller.com/2019/03/18/ocasio-cortez-justice-democrats-pac/
[4] https://www.blabber.buzz/conservative-news/526510-why-democrats-want-to-abolish-electoral-college-pack-supreme-court-special
[3] https://dailycaller.com/2019/03/19/electoral-college-steve-cohen/
[3] https://www.washingtonexaminer.com/opinion/damn-socialism-why-are-you-chasing-me-chinese-americans-see-ghost-of-communism-in-democrats-leftward-turn

Top URLs in Tweet in G3:
[8] https://www.periscope.tv/YourVoiceAmerica/1kvJpEvNewwxE
[8] https://www.periscope.tv/YourVoiceAmerica/1YpKkVwpnZZxj
[6] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[6] https://twitter.com/thehill/status/1108382215170334721
[3] https://www.steadfastandloyal.com/politics/gop-to-change-senate-rules-to-stop-democrats-delaying-tactics/
[2] https://www.thegatewaypundit.com/2019/03/exclusive-source-claims-fox-news-host-secretly-worked-to-get-jeanine-pirro-suspended-to-curry-favor-with-democrats/
[2] https://www.westernjournal.com/hermancain/dhs-nielsen-democrats-stop-telling-us-not-enforce-law-dont-like-law-change/?utm_source=twitter&utm_medium=thenewvoice&utm_content=2019-03-18
[2] https://www.westernjournal.com/ap-democrats-strain-to-claim-they-have-2020-fundraising-chops/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.krqe.com/news/new-mexico/three-suspects-in-gas-station-attendant-s-murder-avoid-jail-time/1862097462
[2] http://feeds.feedburner.com/~r/DrudgeReportFeed/~3/vYGdjUD8Ra8/unlikely-democrats-find-new-formula-for-making-the-2020-debate-stage-memes-pleas-and-charities?utm_source=feedburner&utm_medium=twitter&utm_campaign=drudgefeed

Top URLs in Tweet in G4:
[37] https://www.breitbart.com/politics/2019/03/20/fact-check-no-democrats-the-electoral-college-was-not-created-because-of-slavery/
[6] https://dailycaller.com/2019/03/20/liberals-hate-electoral-college-middle-america-podcast/
[3] https://twitter.com/ewarren/status/1107813046695673857
[3] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[2] http://thefederalist.com/2019/03/13/every-time-democrats-talk-want-vote-trump-twice/
[2] https://www.thegatewaypundit.com/2019/03/stunning-border-patrol-apprehends-400-illegal-aliens-in-5-minutes-in-el-paso-but-democrats-and-rinos-say-there-is-no-border-emergency/
[2] https://twitter.com/realDonaldTrump/status/1108190837257764864
[2] https://davidharrisjr.com/politics/900000-illegal-aliens-voted-in-2018-says-judicial-watch/
[2] https://www.wnd.com/2019/03/muslim-terrorists-in-new-mexico-tied-to-democrats/
[1] https://www.youtube.com/watch?v=yADzGNxOuZw&feature=youtu.be


Top URLs in Tweet in G5:
[9] https://www.breitbart.com/politics/2019/03/20/fact-check-no-democrats-the-electoral-college-was-not-created-because-of-slavery/?utm_medium=social&utm_source=facebook
[7] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[7] https://twitter.com/SaraCarterDC/status/1108380596458450944
[7] https://www.foxnews.com/opinion/tucker-carlson-democrats-want-to-change-american-institutions-so-they-can-regain-power-whatever-it-takes
[7] https://twitter.com/realDonaldTrump/status/1108217768187449344
[6] https://www.huffpost.com/entry/house-democrats-trump-investigations_n_5c923237e4b0f7ed945e3ab3
[5] https://www.washingtonpost.com/opinions/2019/03/20/bernie-is-being-bernie-plenty-democrats-dont-like-it/
[5] https://www.foxnews.com/politics/beto-orourke-ate-dirt-with-regenerative-powers-after-losing-to-rep-ted-cruz-report
[5] https://www.wnd.com/2019/03/muslim-terrorists-in-new-mexico-tied-to-democrats/
[4] https://www.washingtonexaminer.com/opinion/damn-socialism-why-are-you-chasing-me-chinese-americans-see-ghost-of-communism-in-democrats-leftward-turn

Top URLs in Tweet in G6:
[3] https://www.vox.com/policy-and-politics/2018/12/21/18150359/beto-orourke-voting-record
[3] https://www.washingtonexaminer.com/policy/healthcare/daily-on-healthcare-democrats-openly-criticize-medicare-for-all
[2] https://twitter.com/Nick_Clamorgan/status/1108111311991463938
[2] https://twitter.com/ewarren/status/1107813046695673857
[2] https://www.independent.co.uk/news/world/americas/us-politics/beto-o-rourke-campaign-donations-fundraising-bernie-sanders-senate-democrats-a8829996.html
[2] https://www.counterpunch.org/2019/03/20/where-have-all-the-flowers-gone-requiem-for-a-fictional-party/
[2] https://twitter.com/Morning_Joe/status/1108319516830978049
[2] https://www.al-monitor.com/pulse/originals/2019/03/2020-democrats-vow-reenter-iran-nuclear-deal-jcpoa.html
[2] https://www.washingtonpost.com/opinions/2019/02/26/whoa-are-democrats-going-let-bernie-get-away-with-this/?tid=ss_tw&utm_term=.1d94247858c4
[2] https://trib.al/DE1kGHI

Top URLs in Tweet in G7:
[5] https://dailycaller.com/2019/03/20/liberals-hate-electoral-college-middle-america-podcast/
[3] https://thehill.com/homenews/campaign/434737-graham-democrats-want-to-abolish-electoral-college-because-they-want-rural
[3] https://thehill.com/homenews/house/434871-house-dems-campaign-arm-hauls-in-record-amount-for-february-report
[2] https://www.foxnews.com/politics/elizabeth-warren-says-she-supports-eliminating-the-electoral-college-during-presidential-town-hall
[2] https://thehill.com/homenews/administration/433199-trump-dems-an-anti-jewish-party
[2] https://spectator.us/democrats-party-jew-haters/
[1] https://dailycaller.com/2019/03/18/2020-democrats-court-packing/
[1] https://www.cnn.com/2019/03/18/politics/cnn-poll-trump-economy-tech/index.html
[1] https://www.foxnews.com/politics/why-democrats-want-to-abolish-electoral-college-pack-supreme-court
[1] https://www.courier-journal.com/story/opinion/2019/03/20/louisville-metro-council-pass-louisville-mayor-greg-fischers-tax-plan/3211126002/

Top URLs in Tweet in G8:
[46] https://judiciary.house.gov/sites/democrats.judiciary.house.gov/files/documents/3.19.2019%20Letter%20to%20Engel.pdf
[29] https://trib.al/ZR58d0n
[17] https://www.thenation.com/article/impeach-brett-kavanaugh-supreme-court/
[1] https://apnews.com/b9895c2a29924230b93a21d9b780047a
[1] https://apnews.com/b9895c2a29924230b93a21d9b780047a?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://twitter.com/fannkfann/status/1108370441335267328

Top URLs in Tweet in G9:
[9] https://twitter.com/ewarren/status/1107813046695673857
[3] https://thehill.com/homenews/campaign/434737-graham-democrats-want-to-abolish-electoral-college-because-they-want-rural
[3] https://www.lifezette.com/2018/08/what-democrats-said-about-mccain-that-they-now-want-you-to-forget/
[3] https://ilovemyfreedom.org/boom-supreme-court-delivers-huge-5-4-win-to-trump-illegal-aliens-put-on-notice/?utm_source=trump45&utm_medium=twitter
[2] https://insider.foxnews.com/2019/03/19/lara-trump-2020-election-democrats-calling-abolishing-electoral-college-expanding-supreme
[2] https://www.lifenews.com/2018/09/17/joe-biden-calls-trump-supporters-the-dregs-of-society/
[2] https://www.lifezette.com/2019/03/democrats-2020-dont-know-trumps-booming-economy/
[2] https://www.lifezette.com/2019/03/democrats-compete-to-outdo-each-other-in-the-radicalization-olympics/
[1] https://www.foxnews.com/politics/beto-orourke-ate-dirt-with-regenerative-powers-after-losing-to-rep-ted-cruz-report
[1] https://www.foxnews.com/us/north-carolina-county-passes-symbolic-resolution-declaring-itself-a-gun-sanctuary

Top URLs in Tweet in G10:
[84] https://www.foxnews.com/politics/ocasio-cortez-de-listed-from-board-of-justice-democrats-after-controversy
[8] https://townhall.com/columnists/newtgingrich/2019/03/19/the-democrats-can-block-a-news-networking-from-hosting-a-debate-but-not-the-truth-about-their-radical-agenda-n2543396?utm_source=thdaily&utm_medium=email&utm_campaign=nl&newsletterad=03/20/2019&bcid=50f9700ca025b991ec99066f1d3bdc57&recip=18185326
[5] https://ir.shareaholic.com/e?a=1&u=https://www.lawenforcementtoday.com/ocasio-cortez-quietly-removed-from-justice-democrats-board/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[3] https://twitter.com/realdonaldtrump/status/1108217768187449344
[3] https://www.lawenforcementtoday.com/ocasio-cortez-quietly-removed-from-justice-democrats-board/
[3] https://thewashingtonstandard.com/democrats-use-nazi-policy-to-get-registration-then-confiscation-of-your-guns/
[2] https://dailycaller.com/2019/03/19/2020-democrats-support-slavery-reparations-what-does-this-mean/
[2] https://dailycaller.com/2019/03/20/democrats-destroy-fundraising-records/
[2] https://dailycaller.com/2019/03/20/dems-wrong-more-working-two-jobs-in-trump-economy/
[2] https://www.rushlimbaugh.com/daily/2019/03/18/drive-bys-and-democrats-claim-trump-didnt-condemn-the-new-zealand-shooting/

Top Domains
Top Domains in Tweet in Entire Graph:
[700] twitter.com
[203] foxnews.com
[169] washingtonpost.com
[121] dailycaller.com
[98] trib.al
[68] davidharrisjr.com
[65] breitbart.com
[60] thegatewaypundit.com
[55] house.gov
[50] thenation.com

Top Domains in Tweet in G1:
[64] twitter.com
[24] dailycaller.com
[16] freebeacon.com
[12] foxnews.com
[5] starpolitical.com
[4] davidharrisjr.com
[4] thegatewaypundit.com
[3] politifact.com
[3] npr.org
[2] howiecarrshow.com

Top Domains in Tweet in G2:
[45] twitter.com
[33] thegatewaypundit.com
[16] foxnews.com
[11] usnews.com
[10] dailycaller.com
[8] redpillpundit.online
[7] lifezette.com
[6] washingtonexaminer.com
[6] youtube.com
[5] cnbc.com

Top Domains in Tweet in G3:
[20] twitter.com
[16] periscope.tv
[7] westernjournal.com
[7] steadfastandloyal.com
[6] foxnews.com
[4] thegatewaypundit.com
[2] breitbart.com
[2] washingtonpost.com
[2] krqe.com
[2] feedburner.com

Top Domains in Tweet in G4:
[39] breitbart.com
[18] twitter.com
[7] dailycaller.com
[4] foxnews.com
[3] bizpacreview.com
[2] thefederalist.com
[2] thegatewaypundit.com
[2] davidharrisjr.com
[2] wnd.com
[1] youtube.com

Top Domains in Tweet in G5:
[231] twitter.com
[37] foxnews.com
[28] washingtonpost.com
[13] breitbart.com
[12] washingtonexaminer.com
[10] facebook.com
[9] redstate.com
[9] dailycaller.com
[9] blogspot.com
[8] huffpost.com

Top Domains in Tweet in G6:
[21] twitter.com
[7] trib.al
[5] washingtonexaminer.com
[5] vox.com
[4] washingtonpost.com
[3] dailycaller.com
[3] co.uk
[3] al-monitor.com
[3] democrats.org
[2] newrepublic.com

Top Domains in Tweet in G7:
[8] thehill.com
[8] twitter.com
[6] dailycaller.com
[4] foxnews.com
[2] spectator.us
[1] cnn.com
[1] courier-journal.com
[1] house.gov
[1] trib.al
[1] nypost.com

Top Domains in Tweet in G8:
[46] house.gov
[29] trib.al
[17] thenation.com
[2] apnews.com
[1] twitter.com

Top Domains in Tweet in G9:
[15] twitter.com
[8] lifezette.com
[7] ilovemyfreedom.org
[6] foxnews.com
[3] thehill.com
[3] gab.ai
[2] lifenews.com
[1] fox59.com
[1] dailycaller.com
[1] wnd.com

Top Domains in Tweet in G10:
[88] foxnews.com
[11] dailycaller.com
[8] townhall.com
[7] twitter.com
[5] shareaholic.com
[3] lawenforcementtoday.com
[3] thewashingtonstandard.com
[2] thegatewaypundit.com
[2] freebeacon.com
[2] rushlimbaugh.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[372] democrats
[125] maga
[107] scotus
[104] dimwit
[104] comradecortez
[102] victory
[102] cody45
[100] wednesdaywisdom
[89] breaking
[80] democratprivilege



Top Hashtags in Tweet in G1:
[29] democrats
[19] retweet
[13] theresistance
[11] maga
[11] walkaway
[10] resist
[10] enforcethelaw
[10] wakeupamerica
[10] secondamendment
[10] selfdefense

Top Hashtags in Tweet in G2:
[70] cody45
[59] wednesdaywisdom
[47] walkawayfromdemocrats
[42] maga
[40] democrats
[17] hannity
[12] blexit
[12] walkaway
[8] trump
[8] dimwit

Top Hashtags in Tweet in G3:
[6] cody45
[6] maga
[4] democrats
[3] dimwit
[3] comradecortez
[2] socialist
[2] nine2noon
[2] witchhunt
[2] wednesdaywisdom
[2] trump2020

Top Hashtags in Tweet in G4:
[15] democrats
[12] blexit
[8] walkawayfromdemocrats
[7] aag
[7] wednesdaywisdom
[6] democratprivilege
[5] victory
[5] scotus
[5] cody45
[4] breaking

Top Hashtags in Tweet in G5:
[48] democrats
[12] maga
[11] trump
[9] foxnews
[6] walkaway
[6] electoralcollege
[6] wednesdaywisdom
[6] republicans
[5] p2
[5] politics

Top Hashtags in Tweet in G6:
[15] democrats
[5] maga
[5] trump2020
[4] corpmedia
[4] idiocracy
[4] oligarchs
[4] megabanks
[4] union
[4] occupy
[4] nodapl

Top Hashtags in Tweet in G7:
[18] breaking
[18] kavanaugh
[7] democrats
[3] senatorrubio
[2] wednesdaywisdom
[2] walkawayfromdemocrats
[2] america
[2] americafirst
[2] maga
[2] cody45

Top Hashtags in Tweet in G9:
[19] democrats
[5] obamaworld
[4] fixit
[4] trump2020
[4] seattle
[4] detroit
[4] sanfrancisco
[4] socialists
[3] draintheswamp
[2] maga

Top Hashtags in Tweet in G10:
[84] dimwit
[84] comradecortez
[80] victory
[80] scotus
[70] democrats
[22] kkk
[7] msm
[6] cody45
[4] wednesdaywisdom
[4] trump2020

Top Words
Top Words in Tweet in Entire Graph:
[13550] Words in Sentiment List#1: Positive
[19904] Words in Sentiment List#2: Negative
[780] Words in Sentiment List#3: Angry/Violent
[418916] Non-categorized Words
[452376] Total Words
[14090] democrats
[3391] want
[3100] realdonaldtrump
[2949] college
[2937] electoral

Top Words in Tweet in G1:
[2263] democrats
[1873] realdonaldtrump
[1225] want
[1176] college
[1175] electoral
[1061] abolish
[1054] voting
[1043] age
[907] change
[898] 16

Top Words in Tweet in G2:
[1553] democrats
[417] s
[410] want
[379] aoc
[260] people
[245] electoral
[242] college
[238] trump
[229] realdonaldtrump
[228] removed

Top Words in Tweet in G3:
[1088] democrats
[1000] charliekirk11
[487] history
[482] burglary
[478] driving
[478] drunk
[474] beto's
[474] past
[474] limits
[474] talk

Top Words in Tweet in G4:
[1287] democrats
[320] olds
[265] 16
[261] want
[252] think
[238] yr
[238] s
[230] slavery
[218] vote
[213] party

Top Words in Tweet in G5:
[853] democrats
[145] trump
[119] want
[92] vote
[81] republicans
[78] college
[77] people
[74] electoral
[73] s
[69] t

Top Words in Tweet in G6:
[461] democrats
[121] cnn
[101] berniesanders
[90] bernie
[87] s
[79] democratic
[78] out
[72] t
[68] ewarren
[68] want

Top Words in Tweet in G7:
[384] democrats
[240] want
[216] lindseygrahamsc
[157] electoral
[157] college
[142] abolish
[134] america
[130] idea
[125] rural
[124] desire

Top Words in Tweet in G8:
[418] democrats
[392] kavanaugh
[387] brett
[386] time
[360] elienyc
[344] now
[344] stop
[342] here's
[342] full
[342] argument

Top Words in Tweet in G9:
[278] abolish
[265] democrat
[251] burglary
[250] andrewpollackfl
[245] kids
[244] arrested
[243] frontrunner
[243] dui
[243] wrote
[243] fantasy

Top Words in Tweet in G10:
[431] democrats
[229] realjameswoods
[166] fight
[123] t
[109] history
[88] minutes
[88] scotus
[87] now
[85] voting
[85] age

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2904] electoral,college
[1968] voting,age
[1910] abolish,electoral
[1524] democrats,want
[1419] age,16
[1377] realdonaldtrump,democrats
[1305] want,change
[1204] democrats,getting
[1200] very,strange
[1198] now,want

Top Word Pairs in Tweet in G1:
[1171] electoral,college
[1040] abolish,electoral
[1035] voting,age
[1013] realdonaldtrump,democrats
[881] want,change
[861] democrats,getting
[860] getting,very
[860] very,strange
[857] age,16
[852] now,want

Top Word Pairs in Tweet in G2:
[259] democrats,want
[239] electoral,college
[163] voting,age
[129] age,16
[109] 3,ethics
[109] ethics,complaints
[108] americans,people
[108] aoc,removed
[108] removed,top
[108] top,board

Top Word Pairs in Tweet in G3:
[474] beto's,past
[474] past,history
[474] history,burglary
[474] burglary,drunk
[474] drunk,driving
[474] driving,limits
[474] limits,talk
[474] talk,runs
[473] charliekirk11,beto's
[473] runs,presid

Top Word Pairs in Tweet in G4:
[238] yr,olds
[167] electoral,college
[165] democratic,party
[162] party,america
[162] slavery,democrats
[161] s,far
[161] far,bigger
[161] bigger,stain
[161] stain,democratic
[161] america,divided

Top Word Pairs in Tweet in G5:
[72] electoral,college
[55] democrats,want
[48] supreme,court
[30] don,t
[25] voting,age
[21] want,change
[19] 16,year
[19] year,olds
[19] justice,democrats
[19] change,rules

Top Word Pairs in Tweet in G6:
[43] jordanchariton,cnn
[43] cnn,puts
[43] puts,out
[43] out,poll
[43] poll,push
[43] push,narrative
[43] narrative,berniesanders
[43] berniesanders,popularity
[43] popularity,shrinking
[43] shrinking,board

Top Word Pairs in Tweet in G7:
[198] democrats,want
[157] electoral,college
[142] abolish,electoral
[124] desire,abolish
[124] college,driven
[124] idea,democrats
[123] driven,idea
[121] rural,america
[117] lindseygrahamsc,desire
[117] go,away

Top Word Pairs in Tweet in G8:
[387] brett,kavanaugh
[344] democrats,stop
[342] here's,full
[342] full,argument
[342] argument,time
[342] time,now
[342] now,congress
[342] congress,investigate
[342] investigate,brett
[342] kavanaugh,democrats

Top Word Pairs in Tweet in G9:
[243] democrat,frontrunner
[243] frontrunner,arrested
[243] arrested,burglary
[243] burglary,dui
[243] dui,wrote
[243] wrote,fantasy
[243] fantasy,killing
[243] killing,kids
[243] kids,abolish
[242] andrewpollackfl,democrat

Top Word Pairs in Tweet in G10:
[84] quickest,fifteen
[84] fifteen,minutes
[84] minutes,congressional
[84] congressional,history
[84] history,dimwit
[84] dimwit,comradecortez
[84] democrats,fight
[83] realjameswoods,quickest
[83] voting,age
[80] fight,tooth

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@saracarterdc
@therickwilson
@ewarren
@speakerpelosi
@donaldjtrumpjr
@seanhannity
@thehill
@senschumer
@gopchairwoman

Top Replied-To in G1:
@realdonaldtrump
@gopchairwoman
@gopleader
@chatbycc
@edkrassen
@diamondandsilk
@acosta
@repswalwell
@asymons33
@therealbillrin

Top Replied-To in G2:
@speakerpelosi
@donaldjtrumpjr
@seanhannity
@senschumer
@ilhanmn
@aoc
@realdonaldtrump
@thedemocrats
@mittromney
@jim_jordan

Top Replied-To in G3:
@charliekirk11
@realmattcouch
@mitchellvii
@mediaite
@govmikehuckabee
@thehermancain
@larryelder
@ewarren
@breaking911
@realdonaldtrump

Top Replied-To in G4:
@dineshdsouza
@breitbartnews
@realjack
@dfbharvard
@4yrstoday
@kimguilfoyle
@johncardillo
@drewstckdle
@thebradfordfile
@aiiamericangiri

Top Replied-To in G6:
@ewarren
@cnn
@brithume
@sensanders
@kamalaharris
@dcexaminer
@betoorourke
@senwarren
@amyklobuchar
@frankluntz

Top Replied-To in G7:
@thehill
@lindseygrahamsc
@realdonaldtrump
@historbilia
@senschumer
@gop
@thehowie
@mattch_almighty
@advicefromno
@jamesokeefeiii

Top Replied-To in G8:
@elienyc
@thenation
@zekejmiller

Top Replied-To in G9:
@steveguest
@jimgeraghty
@agwilson
@andrewpollackfl
@ralfeers
@stew_pac13
@billyjingo
@mittromney
@patriotm1a_
@bakoff333

Top Replied-To in G10:
@realjameswoods
@midwestviews
@atensnut
@politicalkathy
@grimmmeadowpeak
@shefferpatty
@txbonniejean
@ewarren
@ernie_plumley
@manervamcg

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@charliekirk11
@gopchairwoman
@elienyc
@andrewpollackfl
@dbongino
@angryblacklady
@lindseygrahamsc
@realjameswoods
@aoc

Top Mentioned in G1:
@realdonaldtrump
@gopchairwoman
@charliekirk11
@steph93065
@lrihendry
@chatbycc
@diamondandsilk
@ddwiese
@dailycaller
@matthewcogdeill

Top Mentioned in G2:
@aoc
@realdonaldtrump
@rosedixontx
@ilhanmn
@potus
@charliekirk11
@4uconservatives
@buzzman888
@foxnews
@dretiquette

Top Mentioned in G3:
@charliekirk11
@realdonaldtrump
@larryelder
@mitchellvii
@armastrangelo
@marksimoneny
@king_ramza
@gopchairwoman
@diam
@conservmillen

Top Mentioned in G4:
@realdonaldtrump
@dineshdsouza
@dfbharvard
@realjack
@johncardillo
@charliekirk11
@thebradfordfile
@kayleighmcenany
@realdona
@pink_about_it

Top Mentioned in G5:
@isaac2328
@magadaily
@sfitzg7747
@aroseblush
@dewestmusic243
@holdbackthenite
@donpier27990569
@daytrapurcell
@barbistall
@manny_funes

Top Mentioned in G6:
@cnn
@berniesanders
@jordanchariton
@betoorourke
@sensanders
@ewarren
@jacksnowknows
@kamalaharris
@corybooker
@realdonaldtrump

Top Mentioned in G7:
@lindseygrahamsc
@realdonaldtrump
@senatemajldr
@charliekirk11
@thehill
@gop
@emolclause
@stevescalise
@thehowie
@gaetasusan

Top Mentioned in G8:
@elienyc
@emptywheel
@thenation
@kishamarique
@angryblacklady
@jonlemire
@therickwilson
@joyannreid
@vvincat
@csaresu

Top Mentioned in G9:
@andrewpollackfl
@realdonaldtrump
@vakruta
@charliekirk11
@becketadams
@benshapiro
@lifezette
@jimgeraghty
@ilmforg
@ian_mckelvey

Top Mentioned in G10:
@realjameswoods
@surabees
@realdonaldtrump
@charliekirk11
@john_kissmybot
@cooey1967
@atx_patriot
@trumpstudents
@gopchairwoman
@lindseygrahamsc

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@tomthunkitsmind
@commonpatriot
@immoralreport
@mattmurph24
@crewislife
@missyjo79
@independent
@jondknight

Top Tweeters in G1:
@speedprayers
@mmarty1230
@ntvnyr173
@chatbycc
@casey2513
@kyleraccio
@lindasuhler
@lrihendry
@bbcworld
@elianatrue

Top Tweeters in G2:
@missyjo79
@joefreedomlove
@truckerbooman
@galtsgirl
@debrammason1
@jver1
@dianabialkowski
@miller_gwen
@reneecarrollaz
@carminezozzora

Top Tweeters in G3:
@rratkinson
@debhiers1
@icare4america16
@mariandclough
@fieldroamer
@eversfam
@dserayes
@billyboysdaddy
@vito4224
@wsj

Top Tweeters in G4:
@mkues65
@elgatoweebee
@lyn1350
@conservativegm
@anilns425
@heathrodgirs
@alicia45kag
@bamaperry
@kaggrizz
@cmg_48

Top Tweeters in G5:
@_mrdavidjones
@crewislife
@independent
@jondknight
@rocketnews1
@globalissuesweb
@redostoneage
@breakingnewzman
@paulstewartii
@realtorjairo

Top Tweeters in G6:
@manmet80
@klsouth
@only4rm
@tottenbill
@houstonfan00
@dcexaminer
@flugennock
@humbertozamorar
@eclecticbrotha
@fixer_guy

Top Tweeters in G7:
@yojudenz
@thehill
@betseyross
@richardtburnett
@gaetasusan
@davidf4444
@melissa31920880
@robchristie11
@lacerci65
@thebestcloser

Top Tweeters in G8:
@missb62
@phillip92321
@katcapps
@castonchris
@rhcm123
@isobelcarr
@nartist
@emptywheel
@angelinasnow007
@robirdie23

Top Tweeters in G9:
@residentoffl
@purpledalmation
@mike_beacham
@chr1sle1ner
@saskamare
@wojciehowicz
@eachus
@outhere
@trumpcat04
@bonbee81

Top Tweeters in G10:
@kentpg
@bledsoechuck
@john_kissmybot
@jimw_in_nm
@karmasquirrel17
@tullyframe
@jamierjn
@2anow
@nuzombie4
@voiceoverperson


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