Impeach, Twitter, 12/12/2019 7:58:03 PM, 218763
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Impeach_2019-12-12_08-40-21.xlsx
Impeach_2019-12-12_08-40-21.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
December 12, 2019
Short Description:
Impeach via NodeXL http://bit.ly/2RHvSvX
@realdonaldtrump
@diamondandsilk
@repswalwell
@usatoday
@repjayapal
@repmattgaetz
@speakerpelosi
@kevinmkruse
@dbongino
@potus

Top hashtags:
#impeach
#impeachmentdebate
#impeachmenthearings
#articlesofimpeachment

Description:
Description
The graph represents a network of 16,295 Twitter users whose recent tweets contained "Impeach", 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 Thursday, 12 December 2019 at 17:46 UTC.

The tweets in the network were tweeted over the 1-hour, 36-minute period from Thursday, 12 December 2019 at 15:03 UTC to Thursday, 12 December 2019 at 16:40 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 : 16295
Unique Edges : 25749
Edges With Duplicates : 3455
Total Edges : 29204
Self-Loops : 1700
Reciprocated Vertex Pair Ratio : 0.00400981040993499
Reciprocated Edge Ratio : 0.00798759208995735
Connected Components : 1162
Single-Vertex Connected Components : 726
Maximum Vertices in a Connected Component : 14418
Maximum Edges in a Connected Component : 27349
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.869543
Graph Density : 9.71335508738197E-05
Modularity : 0.707265
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 16,295 Twitter users whose recent tweets contained "Impeach", 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 Thursday, 12 December 2019 at 17:46 UTC.

The tweets in the network were tweeted over the 1-hour, 36-minute period from Thursday, 12 December 2019 at 15:03 UTC to Thursday, 12 December 2019 at 16:40 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 : Impeach
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[654] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[116] https://twitter.com/CNNPolitics/status/1205146296962682884
[100] https://www.orlandosentinel.com/opinion/editorials/os-op-impeach-donald-trump-editorial-20191212-7sb3uedyqfdonh5o3eypyxk7um-story.html
[90] https://thehill.com/homenews/administration/474220-pences-office-denies-schiff-request-to-declassify-call-more
[66] https://twitter.com/thedailybeast/status/1205160405305307142
[59] https://www.impeach.org/
[45] https://twitter.com/naretevduorp/status/1204858858579091457
[43] https://neonnettle.com/news/6333-petition-to-impeach-nancy-pelosi-for-treason-goes-viral
[39] https://act.moveon.org/event/impeach-and-remove-attend/126230
[38] https://thehill.com/homenews/house/474265-gaetz-we-didnt-impeach-obama-even-though-a-lot-of-constituents-think-he-abused

Top URLs in Tweet in G1:
[34] https://neonnettle.com/news/6333-petition-to-impeach-nancy-pelosi-for-treason-goes-viral
[17] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[17] https://petitions.whitehouse.gov/petition/impeach-nancy-pelosi-crimes-treason
[13] https://www.thegatewaypundit.com/2019/12/snoozefest-democrats-try-to-impeach-president-trump-and-only-994-people-tune-in-to-watch-compared-to-31000-who-watched-trump-rally-online/
[12] https://www.washingtonpost.com/news/post-politics/wp/2017/01/20/the-campaign-to-impeach-president-trump-has-begun/
[12] https://twitter.com/CNNPolitics/status/1205146296962682884
[11] https://www.thegatewaypundit.com/2019/12/dem-backbencher-deutch-makes-it-clear-democrats-want-to-impeach-trump-because-of-they-dont-like-him-video/
[8] https://theredpillednews.com/white-house-petition-goes-viral-impeach-nancy-pelosi-for-treason/
[5] https://theredpillednews.com/rep-karen-bass-attacked-trumps-re-election-in-2020-even-if-donald-trump-wins-again-the-house-will-impeach-him-once-again/
[5] https://www.foxnews.com/media/karen-bass-impeach-trump-2020

Top URLs in Tweet in G2:
[3] https://neonnettle.com/news/6333-petition-to-impeach-nancy-pelosi-for-treason-goes-viral
[2] https://twitter.com/JP4141/status/1204940229204836352?s=20
[2] https://www.washingtonexaminer.com/opinion/editorials/the-fbi-didnt-commit-errors-and-omissions-it-abused-its-power
[1] https://www.diamondandsilk.com/blog/2019/12/07/5-3-billion-u-s-aid-misused-in-ukraine-during-obama-administration/
[1] https://theredpillednews.com/rep-karen-bass-attacked-trumps-re-election-in-2020-even-if-donald-trump-wins-again-the-house-will-impeach-him-once-again/
[1] https://twitter.com/Jamierodr14/status/1205122832126099457
[1] https://twitter.com/AnthemRespect/status/1205156139907735553
[1] https://www.youtube.com/watch?v=dKeEXnh6bo4&feature=youtu.be

[1] https://twitter.com/jackposobiec/status/1204981635021787136
[1] https://www.breitbart.com/entertainment/2019/12/10/rob-reiner-promotes-resistance-rallies-to-remove-trump/

Top URLs in Tweet in G3:
[98] https://twitter.com/CNNPolitics/status/1205146296962682884
[3] https://www.breitbart.com/clips/2019/12/11/pelosi-impeachment-has-been-going-on-two-and-a-half-years-actually/
[3] https://neonnettle.com/news/6333-petition-to-impeach-nancy-pelosi-for-treason-goes-viral
[2] https://www.washingtonpost.com/news/post-politics/wp/2017/01/20/the-campaign-to-impeach-president-trump-has-begun/
[2] https://thehill.com/homenews/house/474265-gaetz-we-didnt-impeach-obama-even-though-a-lot-of-constituents-think-he-abused
[2] https://www.dailywire.com/news/democrat-karen-bass-well-impeach-trump-again-if-he-wins-bank-records-could-show-hes-owned-100-by-the-russians/
[2] https://www.youtube.com/watch?v=KgKGjoIkaXU&feature=youtu.be

[2] https://twitter.com/thedailybeast/status/1205160405305307142
[2] https://hannity.com/media-room/nancys-admission-pelosi-admits-drive-to-impeach-trump-began-two-and-a-half-years-ago/
[2] https://www.theamericanconservative.com/articles/can-we-impeach-the-fbi-now/

Top URLs in Tweet in G4:
[20] https://thehill.com/homenews/house/474265-gaetz-we-didnt-impeach-obama-even-though-a-lot-of-constituents-think-he-abused
[9] https://shopjw.org
[8] https://hannity.com/media-room/nancys-admission-pelosi-admits-drive-to-impeach-trump-began-two-and-a-half-years-ago/
[6] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[6] https://twitter.com/CNNPolitics/status/1205146296962682884
[3] https://twitter.com/SecretsBedard/status/1205125746794127360
[2] https://www.foxnews.com/media/karen-bass-impeach-trump-2020
[2] https://www.thegatewaypundit.com/2019/12/snoozefest-democrats-try-to-impeach-president-trump-and-only-994-people-tune-in-to-watch-compared-to-31000-who-watched-trump-rally-online/
[2] https://www.cnbc.com/2019/12/12/stock-market-us-china-trade-war-and-fed-in-focus-on-wall-street.html
[2] https://www.cbsnews.com/news/texas-rep-stockman-threatens-to-impeach-obama-over-gun-control/

Top URLs in Tweet in G5:
[534] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[70] https://www.orlandosentinel.com/opinion/editorials/os-op-impeach-donald-trump-editorial-20191212-7sb3uedyqfdonh5o3eypyxk7um-story.html
[8] https://www.usatoday.com/story/news/politics/2019/12/12/trump-impeachment-house-judiciary-begin-voting-articles/4398725002/
[3] https://www.impeach.org/event/impeach-and-remove-attend/search/
[3] https://www.washingtonpost.com/opinions/the-do-something-democrats-show-they-can-legislate-even-while-they-impeach/2019/12/10/53e1593e-1b72-11ea-87f7-f2e91143c60d_story.html
[2] https://act.moveon.org/event/impeach-and-remove-attend/126230
[2] https://act.moveon.org/event/impeach-and-remove-attend/125688
[1] https://www.impeach.org/
[1] https://twitter.com/realDonaldTrump/status/1205100602025545730
[1] https://www.documentcloud.org/documents/6570566-Majority-Report.html

Top URLs in Tweet in G6:
[25] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[11] https://twitter.com/realDonaldTrump/status/1205100602025545730
[9] https://twitter.com/RepAdamSchiff/status/1205146194407755779
[6] https://twitter.com/realdonaldtrump/status/1205100602025545730
[5] https://www.impeach.org/
[5] https://www.foxnews.com/politics/dems-plow-ahead-with-impeachment-articles-as-initial-vote-looms
[4] https://www.inquirer.com/opinion/editorials/impeachment-donald-trump-president-philadelphia-editorial-ukraine-20191211.html
[4] https://twitter.com/michaelharriot/status/1204924987100073984
[4] https://www.foxnews.com/opinion/rep-andy-biggs-democrats-continue-baseless-rush-to-impeach-trump-despite-lack-of-evidence-of-wrongdoing
[4] https://twitchy.com/gregp-3534/2019/12/12/blue-check-expert-on-criminal-justice-deletes-tweet-saying-he-wants-to-impeach-trump-over-his-mean-greta-tweet/

Top URLs in Tweet in G7:
[21] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[6] https://www.impeach.org/event/impeach-and-remove-attend/search/
[3] https://www.impeach.org/
[2] https://www.inquirer.com/opinion/editorials/impeachment-donald-trump-president-philadelphia-editorial-ukraine-20191211.html
[2] https://www.orlandosentinel.com/opinion/editorials/os-op-impeach-donald-trump-editorial-20191212-7sb3uedyqfdonh5o3eypyxk7um-story.html
[2] https://www.cnn.com/videos/politics/2017/04/15/maxine-waters-impeach-trump-chant.cnn#
[2] https://www.impeach.org/event/impeach-and-remove-attend/125805/attend/?action_id=332976670&akid=.41524464.L6MfQL&ar=1&rd=1&taf=1
[1] https://thehill.com/homenews/administration/385367-trump-if-dems-win-in-2018-theyll-impeach-me
[1] https://www.latimes.com/opinion/story/2019-12-07/impeach-president-trump
[1] https://www.bostonglobe.com/2019/12/06/opinion/time-impeachment/

Top URLs in Tweet in G8:
[8] https://www.orlandosentinel.com/opinion/editorials/os-op-impeach-donald-trump-editorial-20191212-7sb3uedyqfdonh5o3eypyxk7um-story.html#ed=rss_www.orlandosentinel.com/arcio/rss/category/opinion/
[5] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[5] https://www.orlandosentinel.com/opinion/editorials/os-op-impeach-donald-trump-editorial-20191212-7sb3uedyqfdonh5o3eypyxk7um-story.html
[3] https://twitter.com/ChrisMurphyCT/status/1204979642727309313
[2] https://www.nytimes.com/2019/12/10/opinion/trump-impeachment.html
[2] https://www.vanityfair.com/news/2016/11/republicans-are-already-talking-about-impeaching-clinton
[1] https://www.sandiegouniontribune.com/opinion/editorials/story/2019-12-06/trump-impeachment-pelosi-house-democrats
[1] https://www.inquirer.com/opinion/editorials/impeachment-donald-trump-president-philadelphia-editorial-ukraine-20191211.html
[1] https://twitter.com/naretevduorp/status/1204858858579091457
[1] https://www.theatlantic.com/politics/archive/2019/06/impeachment-trump-chabot/591340/

Top URLs in Tweet in G9:
[4] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[3] https://www.orlandosentinel.com/opinion/editorials/os-op-impeach-donald-trump-editorial-20191212-7sb3uedyqfdonh5o3eypyxk7um-story.html
[2] https://thehill.com/homenews/administration/474220-pences-office-denies-schiff-request-to-declassify-call-more
[1] https://www.inquirer.com/opinion/editorials/impeachment-donald-trump-president-philadelphia-editorial-ukraine-20191211.html
[1] https://www.impeach.org/
[1] https://www.inquirer.com/opinion/editorials/impeachment-donald-trump-president-philadelphia-editorial-ukraine-20191211.html?utm_medium=social&cid=Philly.com+Twitter&utm_source=t.co&utm_campaign=Philly.com+Twitter+Account
[1] https://thehill.com/homenews/house/474265-gaetz-we-didnt-impeach-obama-even-though-a-lot-of-constituents-think-he-abused
[1] https://m.huffpost.com/us/entry/us_5df0dc08e4b01e0f2957944d?ncid=tweetlnkushpmg00000067
[1] https://twitter.com/washingtonpost/status/1205119916258529285
[1] https://twitter.com/funder/status/1205140918640238592

Top URLs in Tweet in G10:
[79] https://thehill.com/homenews/administration/474220-pences-office-denies-schiff-request-to-declassify-call-more
[39] https://twitter.com/naretevduorp/status/1204858858579091457
[35] https://www.impeach.org/
[12] https://www.usatoday.com/story/opinion/2019/12/11/impeach-president-donald-trump-usa-today-editorial-board-editorials-debates/4391506002/
[8] https://www.trumpisnotabovethelaw.org/event/impeach-and-remove/search/
[5] https://www.inquirer.com/opinion/editorials/impeachment-donald-trump-president-philadelphia-editorial-ukraine-20191211.html
[5] https://twitter.com/thomaskaine5/status/1204871924008005634
[3] https://act.moveon.org/event/impeach-and-remove-attend/126239
[3] https://act.moveon.org/event/impeach-and-remove-attend/125924
[2] https://www.vox.com/platform/amp/2019/10/11/20909690/trump-ukraine-nixon-watergate-17-prosecutors-wapo#click=https://t.co/Z85Ys5YVY7

Top Domains
Top Domains in Tweet in Entire Graph:
[764] twitter.com
[688] usatoday.com
[135] thehill.com
[109] orlandosentinel.com
[91] impeach.org
[89] moveon.org
[67] neonnettle.com
[57] youtube.com
[53] inquirer.com
[37] thegatewaypundit.com

Top Domains in Tweet in G1:
[87] twitter.com
[36] neonnettle.com
[25] thegatewaypundit.com
[19] usatoday.com
[17] whitehouse.gov
[16] youtube.com
[15] theredpillednews.com
[13] washingtonpost.com
[8] foxnews.com
[6] thehill.com

Top Domains in Tweet in G2:
[5] twitter.com
[3] neonnettle.com
[2] washingtonexaminer.com
[1] diamondandsilk.com
[1] theredpillednews.com
[1] youtube.com
[1] breitbart.com
[1] whitehouse.gov
[1] dailywire.com

Top Domains in Tweet in G3:
[114] twitter.com
[4] breitbart.com
[3] neonnettle.com
[2] co.uk
[2] washingtonpost.com
[2] thehill.com
[2] trib.al
[2] dailywire.com
[2] youtube.com
[2] hannity.com

Top Domains in Tweet in G4:
[24] twitter.com
[21] thehill.com
[9] shopjw.org
[8] hannity.com
[6] usatoday.com
[3] thegatewaypundit.com
[3] cbsnews.com
[2] foxnews.com
[2] youtube.com
[2] cnbc.com

Top Domains in Tweet in G5:
[544] usatoday.com
[70] orlandosentinel.com
[10] twitter.com
[4] impeach.org
[4] washingtonpost.com
[4] moveon.org
[2] trib.al
[1] documentcloud.org
[1] newsweek.com
[1] piryx.com

Top Domains in Tweet in G6:
[188] twitter.com
[30] usatoday.com
[20] moveon.org
[13] foxnews.com
[12] impeach.org
[6] youtube.com
[4] inquirer.com
[4] cnn.com
[4] huffpost.com
[4] twitchy.com

Top Domains in Tweet in G7:
[21] usatoday.com
[14] impeach.org
[4] twitter.com
[2] thehill.com
[2] inquirer.com
[2] orlandosentinel.com
[2] cnn.com
[1] latimes.com
[1] bostonglobe.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[13] orlandosentinel.com
[8] twitter.com
[5] usatoday.com
[2] inquirer.com
[2] nytimes.com
[2] vanityfair.com
[1] sandiegouniontribune.com
[1] theatlantic.com
[1] impeach.org
[1] vox.com

Top Domains in Tweet in G9:
[4] usatoday.com
[3] orlandosentinel.com
[3] thehill.com
[3] twitter.com
[2] inquirer.com
[2] huffpost.com
[1] impeach.org
[1] moveon.org

Top Domains in Tweet in G10:
[79] thehill.com
[56] twitter.com
[37] impeach.org
[13] usatoday.com
[12] moveon.org
[8] trumpisnotabovethelaw.org
[6] inquirer.com
[2] vox.com
[2] actblue.com
[1] newsweek.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[484] impeach
[297] impeachmentdebate
[236] impeachmenthearings
[136] articlesofimpeachment
[106] impeachandconvict
[97] trump
[86] impeachment
[69] impeachtrump
[62] hoax
[59] impeachmenthoax



Top Hashtags in Tweet in G1:
[138] impeach
[85] impeachmentdebate
[62] hoax
[42] constitution
[36] impeachmenthoax
[28] impeachmenthearings
[28] trump
[26] democrats
[25] maga
[25] magarally

Top Hashtags in Tweet in G2:
[19] impeachmenthearings
[1] spillthebeansandcollardgreens
[1] maga
[1] shamimpeachment
[1] election2020
[1] takebackthehouse
[1] draintheswamp
[1] failedcoupattempt

Top Hashtags in Tweet in G3:
[104] impeachmenthearings
[42] impeachmentdebate
[13] impeachandconvict
[8] impeachment
[7] impeach
[4] independent
[4] abuseofpower
[2] maga
[2] askingforafriend
[2] impeachmenthoax

Top Hashtags in Tweet in G4:
[43] impeach
[15] impeachmentdebate
[14] impeachmenthearings
[5] impeachandconvict
[4] impeachandconvicttrump
[3] gop
[3] thursdaythoughts
[3] trump
[3] democraps
[3] judiciarycommittee

Top Hashtags in Tweet in G5:
[20] impeachtrump
[12] impeachmenteve
[11] impeach
[5] articlesofimpeachment
[5] trump
[4] impeachmentdebate
[3] impeachandconvict
[3] trumpimpeachment
[3] evil
[3] 2020election

Top Hashtags in Tweet in G6:
[85] impeach
[42] impeachmentdebate
[26] impeachmenthearings
[25] impeachandconvict
[14] trump
[12] impeachment
[11] impeachtrump
[6] impeachmentday
[6] democrats
[6] impeachandremovetrump

Top Hashtags in Tweet in G7:
[31] impeachmentdebate
[7] impeachandconvict
[6] impeach
[4] bebest
[3] impeachmenthearings
[2] impeachtrump
[2] gretathunbergoutdidtrump
[2] impeachandremove
[1] impeachment
[1] hypocrite

Top Hashtags in Tweet in G8:
[6] trump
[5] wiunion
[4] impeachmenthearing
[3] impeach
[3] impeachmentdebate
[2] impeachmenthearings
[2] onevoice1
[1] corruptgop
[1] trumpscrimes
[1] potus

Top Hashtags in Tweet in G9:
[4] impeachtrump
[3] impeach
[3] 70schristmaslist
[3] 10schristmaslist
[2] impeachmentdebate
[2] articlesofimpeachment
[1] impeachnow
[1] gameon
[1] checkmate
[1] crimesagainsthumanity

Top Hashtags in Tweet in G10:
[47] impeach
[28] impeachmenteve
[11] demcast
[4] resistance
[4] impeachment
[4] nooneisabovethelaw
[4] impeachtrump
[3] defendourdemocracy
[3] moveon
[3] articlesofimpeachment

Top Words
Top Words in Tweet in Entire Graph:
[19822] Words in Sentiment List#1: Positive
[44427] Words in Sentiment List#2: Negative
[528] Words in Sentiment List#3: Angry/Violent
[506924] Non-categorized Words
[571179] Total Words
[16846] impeach
[8015] president
[7292] trump
[4268] vote
[4059] house

Top Words in Tweet in G1:
[3231] impeach
[1382] democrats
[1323] trump
[1227] realdonaldtrump
[1049] president
[760] barr
[617] impeachment
[584] s
[583] potus
[468] know

Top Words in Tweet in G2:
[1482] impeach
[1079] american
[1032] house
[1029] democrat
[1029] people
[1022] potus
[1019] judiciary
[1017] sham
[1016] sits
[1016] committee

Top Words in Tweet in G3:
[1666] impeach
[935] president
[772] trump
[639] political
[566] democrats
[424] election
[386] american
[342] really
[330] first
[324] high

Top Words in Tweet in G4:
[1799] impeach
[1114] partisan
[860] repmattgaetz
[757] democrats'
[640] democrats
[556] trying
[536] house
[470] crime
[467] now
[461] america

Top Words in Tweet in G5:
[1210] impeach
[1012] president
[836] editorial
[549] usatoday
[502] trump
[473] usa
[354] astonishingly
[354] strong
[354] especially
[354] coming

Top Words in Tweet in G6:
[682] impeach
[304] trump
[209] president
[119] democrats
[110] vote
[97] s
[97] impeachment
[87] #impeach
[77] t
[65] house

Top Words in Tweet in G7:
[1165] vote
[732] president
[688] impeach
[559] against
[501] trump
[374] america
[339] donald
[320] people
[317] constitution
[312] impeachment

Top Words in Tweet in G8:
[536] president
[487] obstruction
[451] congress
[442] above
[442] law
[440] put
[440] presidents
[440] party
[438] allowing
[438] stand

Top Words in Tweet in G9:
[654] impeach
[551] president
[439] trump
[356] country
[328] economy
[270] crimes
[246] vote
[233] editorial
[227] board
[205] against

Top Words in Tweet in G10:
[381] trump
[280] s
[278] impeachment
[267] night
[267] before
[260] join
[259] 50
[256] states
[240] impeach
[240] going

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4397] impeach,president
[2134] president,trump
[1807] impeach,trump
[1517] vote,impeach
[1411] american,people
[1335] judiciary,committee
[1334] house,judiciary
[1224] committee,impeach
[1222] democrat,sits
[1222] sits,house

Top Word Pairs in Tweet in G1:
[482] impeach,president
[409] impeach,trump
[381] impeach,potus
[367] president,trump
[269] impeach,realdonaldtrump
[245] scared,know
[244] remove,barr
[243] democrats,scared
[243] know,barr
[243] barr,uncovered

Top Word Pairs in Tweet in G2:
[1018] american,people
[1016] democrat,sits
[1016] sits,house
[1016] house,judiciary
[1016] judiciary,committee
[1016] committee,impeach
[1016] impeach,running
[1016] running,sham
[1016] sham,scam
[1016] scam,american

Top Word Pairs in Tweet in G3:
[553] impeach,president
[438] president,trump
[316] high,crime
[314] really,banner
[314] banner,week
[314] week,hapless
[314] hapless,democrats
[314] democrats,first
[314] first,busted
[314] busted,spying

Top Word Pairs in Tweet in G4:
[420] house,democrats
[419] crime,victim
[416] democrats,impeach
[414] repmattgaetz,now
[414] now,crime
[414] victim,house
[414] impeach,agenda
[414] agenda,america
[388] impeach,remove
[372] partisan,vindictive

Top Word Pairs in Tweet in G5:
[916] impeach,president
[354] astonishingly,strong
[354] strong,editorial
[354] editorial,especially
[354] especially,coming
[354] coming,usatoday
[301] president,trump
[296] editorial,board
[241] board,impeach
[237] usa,today

Top Word Pairs in Tweet in G6:
[104] impeach,president
[89] impeach,trump
[53] president,trump
[49] vote,impeach
[33] trying,impeach
[27] don,t
[21] donald,trump
[19] want,impeach
[18] abuse,power
[18] editorial,board

Top Word Pairs in Tweet in G7:
[325] donald,trump
[297] vote,impeach
[286] vote,constitution
[286] constitution,people
[286] people,america
[286] america,deeply
[286] deeply,worth
[284] trump,vote
[279] impeach,vote
[279] vote,against

Top Word Pairs in Tweet in G8:
[442] above,law
[439] president,above
[438] allowing,obstruction
[438] obstruction,stand
[438] stand,unchallenged
[438] unchallenged,put
[438] put,president
[438] law,permanently
[438] permanently,damage
[438] damage,congress

Top Word Pairs in Tweet in G9:
[408] impeach,president
[226] editorial,board
[206] vote,impeach
[193] philadelphia,inquirer
[191] inquirer,editorial
[189] board,endorse
[189] endorse,vote
[189] president,removal
[189] removal,office
[189] office,unlikely

Top Word Pairs in Tweet in G10:
[267] night,before
[256] 50,states
[229] trump,s
[227] s,impeachment
[227] re,going
[226] protests,organized
[226] organized,50
[226] states,night
[226] before,trump
[226] impeachment,raise

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@repadamschiff
@repmattgaetz
@thehill
@speakerpelosi
@repdougcollins
@jim_jordan
@lindseygrahamsc
@charliekirk11
@scottpresler

Top Replied-To in G1:
@realdonaldtrump
@repadamschiff
@speakerpelosi
@scottpresler
@whitehouse
@hillaryclinton
@gop
@repdougcollins
@repmikejohnson
@housejudiciary

Top Replied-To in G2:
@christianllamar
@diamondandsilk
@erictrump
@kcnaija
@patriqtscott
@lindaro83487738
@jamierodr14
@rudygiuliani
@jim_jordan
@hollywilhelm4

Top Replied-To in G3:
@rudygiuliani
@saracarterdc
@dbongino
@washingtonpost
@rashidatlaib
@lrihendry
@realsaavedra
@carpedonktum
@jennybethm
@bucksexton

Top Replied-To in G4:
@repmattgaetz
@thehill
@lindseygrahamsc
@jim_jordan
@repdougcollins
@realdonaldtrump
@repratcliffe
@repandybiggsaz
@seanhannity
@mattgaetz

Top Replied-To in G5:
@klasfeldreports
@congressmanjvd
@repleezeldin
@kyledcheney
@dcboyisangry
@usatoday
@thecontemptor
@vp
@wajahatali
@juliadavisnews

Top Replied-To in G6:
@artzent

Top Replied-To in G7:
@repvaldemings
@repjeffries
@repjayapal
@cbsnews
@realdonaldtrump
@repraskin
@sentoomey
@repescobar
@repcohen
@repgregsteube

Top Replied-To in G8:
@repswalwell
@qasimrashid
@realdonaldtrump
@swingleft
@tfrogdotcom
@abcnewslive
@adamparkhomenko
@indictmentduck
@repvaldemings
@wookietim

Top Replied-To in G9:
@funder
@politvidchannel
@jaketapper
@olganyc1211
@michaelander45
@j0shmiller
@repleezeldin
@huffpost
@grantstern
@jorgastevens

Top Replied-To in G10:
@alyssa_milano
@thomaskaine5
@rkasmiskie
@blueroseduo
@ryanafournier
@daxboom
@trueblu96574291
@jcdwms
@rosie
@shonuffdown

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@repmattgaetz
@usatoday
@potus
@speakerpelosi
@gop
@repmartharoby
@rashidatlaib
@repadamschiff
@gatewaypundit

Top Mentioned in G1:
@realdonaldtrump
@potus
@gop
@speakerpelosi
@repadamschiff
@gatewaypundit
@repdlesko
@repjerrynadler
@housedemocrats
@foxandfriends

Top Mentioned in G2:
@realdonaldtrump
@potus
@jim_jordan
@azlongof4
@aishambuhari
@lori_tech
@timesupjokers
@erictrump
@semperfisusie
@sarahluvsjames

Top Mentioned in G3:
@rashidatlaib
@washingtonpost
@realdonaldtrump
@jim_jordan
@potus
@repalgreen
@rudygiuliani
@dbongino
@saracarterdc
@foramerica

Top Mentioned in G4:
@repmattgaetz
@realdonaldtrump
@repmartharoby
@judicialwatch
@jim_jordan
@repdougcollins
@mattgaetz
@lindseygrahamsc
@repratcliffe
@potus

Top Mentioned in G5:
@usatoday
@vp
@housedemocrats
@usatodayopinion
@maxboot
@realdonaldtrump
@lucy_persona
@resisterforever
@shaspea
@ilene_talley

Top Mentioned in G6:
@zeldinrecord
@rustyweiss74

Top Mentioned in G7:
@repjeffries
@realdonaldtrump
@repjayapal
@gretathunberg
@housejudiciary
@jacksonleetx18
@cbsnews
@repescobar
@repjoeneguse
@repvaldemings

Top Mentioned in G8:
@repswalwell
@rashidatlaib
@housejudiciary
@realdonaldtrump
@gop
@yellowpaiges
@usatoday
@abcnewslive
@qasimrashid
@1984mikae

Top Mentioned in G9:
@repjeffries
@realdonaldtrump
@rudygiuliani
@devinnunes
@speakerpelosi
@repadamschiff
@jaketapper
@politvidchannel
@funder
@usatoday

Top Mentioned in G10:
@moveon
@alyssa_milano
@realdonaldtrump
@gop
@thomaskaine5
@shellyresists
@waldenrt
@housegop
@rosie
@angelaedgemusic

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@robinsnewswire
@chris_1791
@jim_peoples_
@hrblock_21
@theagood
@mlnangalama
@solutioneer72
@sharneal

Top Tweeters in G1:
@sharneal
@inspiteoftrump
@just_old_joe
@joej2020usa
@lauracgilleslil
@reneecarrollaz
@number007bond
@scribbledpages1
@fasting39
@shoutgracegrace

Top Tweeters in G2:
@jim_peoples_
@theagood
@cssueta
@frespirit01
@maryosb36485285
@jamierodr14
@maegan_laporte
@justonepatriot
@nmmaduabuch
@dutyofapatriot

Top Tweeters in G3:
@lovtoridemytrek
@roswellstalkfm
@msavaarmstrong
@justmepammy
@tea_party_chris
@rentonmagauk
@ladydshops
@betseyross
@jetrotter
@chatbycc

Top Tweeters in G4:
@hrblock_21
@jjauthor
@dclarediane
@soniaerasmus
@thehill
@cargo_pal
@saveusrepublic2
@miltonespinozaf
@laridor1
@rafaelgil251051

Top Tweeters in G5:
@missb62
@robinsnewswire
@gottalaff
@phillip92321
@paulstewartii
@minotauresse
@givemepie360
@magicdmw
@trump_enemy
@micjojd

Top Tweeters in G6:
@leehillerlondon
@castonchris
@shirleycolleen
@newsaboutlife
@entwistletx
@freedomchild3
@lovelibra_t
@briefing__room
@motrpolitics1
@conlibrarian

Top Tweeters in G7:
@solutioneer72
@paxnostrum
@bmangh
@vi44
@jameskthompson1
@kate_hawkins776
@cheryl_marlin
@stacymichelleb
@drdind
@karoagono

Top Tweeters in G8:
@morgfair
@jcmarbury
@mterr337
@granny_st
@inglamwetrust
@auntsophie1
@knight201701
@augusteve2012
@soaprookie
@mhai56

Top Tweeters in G9:
@dancas2
@trishpalmeryvr
@stockguy61
@huffpost
@enrico056
@princessbravato
@loulachat
@mlczone
@mayread3
@netdog713

Top Tweeters in G10:
@ambinc1
@awelab1956
@emersonfan1
@safetypindaily
@dawnarickelz
@jsnyder555
@summer7570
@safiyahnoor1
@iamforeverblue2
@blubdha


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