Impeachment, Twitter, 10/31/2019 8:46:49 PM, 214934
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Impeachment_2019-10-31_10-50-26.xlsx
Impeachment_2019-10-31_10-50-26.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
October 31, 2019
Short Description:
Impeachment via NodeXL http://bit.ly/3360jhY
@realdonaldtrump
@gopleader
@joncoopertweets
@repadamschiff
@rudygiuliani
@housegop
@potus
@aoc
@rvawonk
@stevescalise

Top hashtags:
#impeachment
#impeachmentvote
#impeachmentinquiry
#breaking
#trump
#halloween

Description:
Description
The graph represents a network of 13,887 Twitter users whose recent tweets contained "Impeachment", 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, 31 October 2019 at 18:45 UTC.

The tweets in the network were tweeted over the 7-minute period from Thursday, 31 October 2019 at 17:42 UTC to Thursday, 31 October 2019 at 17:50 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 : 13887
Unique Edges : 24149
Edges With Duplicates : 2615
Total Edges : 26764
Self-Loops : 2266
Reciprocated Vertex Pair Ratio : 0.00161901921520174
Reciprocated Edge Ratio : 0.0032328044578672
Connected Components : 1059
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 11865
Maximum Edges in a Connected Component : 24669
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.722304
Graph Density : 0.000121912590482463
Modularity : 0.635783
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 13,887 Twitter users whose recent tweets contained "Impeachment", 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, 31 October 2019 at 18:45 UTC.

The tweets in the network were tweeted over the 7-minute period from Thursday, 31 October 2019 at 17:42 UTC to Thursday, 31 October 2019 at 17:50 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 : Impeachment
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:
[285] https://twitter.com/realdonaldtrump/status/1189897137984876545
[123] https://www.politico.com/news/2019/10/31/trump-impeachment-senators-donor-062084
[68] https://www.rawstory.com/2019/10/trump-is-straight-up-bribing-gop-senators-to-back-him-against-impeachment-report/
[66] https://twitter.com/brianschatz/status/1189900733770092545
[39] https://www.nytimes.com/interactive/2019/10/31/us/politics/trump-impeachment-inquiry-house-vote.html
[37] https://twitter.com/jakesherman/status/1189912044386103301
[34] https://www.rawstory.com/2019/10/republicans-just-voted-against-the-impeachment-rules-theyve-demanded-for-weeks-lawfare-editor/
[33] https://www.newsweek.com/trump-committing-felony-bribery-giving-fundraising-cash-gop-senators-ahead-impeachment-trial-1468946
[30] https://www.washingtonpost.com/politics/national-security-council-official-set-to-testify-in-impeachment-inquiry-is-leaving-his-post/2019/10/30/261285c6-fb62-11e9-8190-6be4deb56e01_story.html
[29] https://www.palmerreport.com/analysis/bribe-senators-donald-trump-impeachment-votes/22528/

Top URLs in Tweet in G1:
[13] https://trendingpolitics.com/standing-united-not-one-republican-voted-in-favor-of-impeachment-inquiry/?utm_source=realjack&utm_medium=twitter
[11] https://www.thegatewaypundit.com/2019/10/boom-rep-steve-scalise-goes-there-accuses-pelosi-schiff-of-soviet-style-impeachment-proceedings-video/
[10] https://news.yahoo.com/house-formalize-trump-impeachment-investigation-061523863.html
[8] https://www.pscp.tv/w/cIr8gzEyNzY2NDd8MVprS3pBcWdOWVd4doB-6CgkJGNIvVTk-gymuA5MPWcZJbzqtol5WUeam13X
[6] https://thedcpatriot.com/house-passes-partisan-impeachment-inquiry-vote-232-196/
[6] https://meadows.house.gov/forms/form/?ID=4#.XbsbSjl7rGM.twitter
[5] https://www.thegatewaypundit.com/2019/10/wow-demonic-pelosi-goes-to-house-floor-and-lies-about-giving-gop-equal-rights-as-democrats-and-adam-schiff-in-impeachment-process-video/
[5] https://www.foxnews.com/opinion/liz-harrington-democrats-holding-soviet-style-show-trial-to-overthrow-trump-not-an-impeachment-inquiry
[5] https://www.foxnews.com/politics/gop-rep-matt-gaetz-files-formal-ethics-complaint-against-schiff-cites-unprofessional-and-divisive-conduct-in-impeachment-inquiry
[4] https://www.washingtonpost.com/politics/im-not-for-impeachment-pelosi-says-potentially-roiling-fellow-democrats/2019/03/11/894b3f80-442d-11e9-90f0-0ccfeec87a61_story.html

Top URLs in Tweet in G2:
[15] https://www.zerohedge.com/political/nsc-official-morrison-schiff-nothing-illegal-trump-zelensky-call
[9] https://www.washingtonpost.com/politics/im-not-for-impeachment-pelosi-says-potentially-roiling-fellow-democrats/2019/03/11/894b3f80-442d-11e9-90f0-0ccfeec87a61_story.html
[4] https://www.foxnews.com/politics/who-broke-ranks-on-impeachment-resolution-vote
[4] https://www.waynedupree.com/devin-nunes-calls-schiff-democrats-cult/
[3] https://hannity.com/media-room/breaking-house-approves-formal-impeachment-inquiry-along-party-lines-two-dems-side-with-gop/
[3] https://news.yahoo.com/state-department-agrees-to-turn-over-ukraine-documents-potentially-providing-democrats-with-impeachment-fodder-134930553.html
[3] https://trendingpolitics.com/standing-united-not-one-republican-voted-in-favor-of-impeachment-inquiry/?utm_source=realjack&utm_medium=twitter
[3] https://twitter.com/Neoavatara/status/1189938292881530881
[2] https://podcasts.apple.com/us/podcast/war-room-impeachment/id1485351658
[2] https://www.waynedupree.com/tom-brokaw-andrea-mitchell-impeachment/

Top URLs in Tweet in G3:
[51] https://www.rawstory.com/2019/10/trump-is-straight-up-bribing-gop-senators-to-back-him-against-impeachment-report/
[43] https://www.politico.com/news/2019/10/31/trump-impeachment-senators-donor-062084
[21] https://www.palmerreport.com/analysis/bribe-senators-donald-trump-impeachment-votes/22528/
[19] https://www.rawstory.com/2019/10/republicans-just-voted-against-the-impeachment-rules-theyve-demanded-for-weeks-lawfare-editor/
[14] https://twitter.com/brianschatz/status/1189900733770092545
[13] https://twitter.com/realdonaldtrump/status/1189897137984876545
[12] https://www.salon.com/2019/10/30/how-can-gop-senators-serve-as-impeachment-jurors-when-theyre-implicated-in-trumps-misdeeds/
[10] https://www.emptywheel.net/2019/10/31/the-republican-closing-argument-against-impeachment-is-personally-implicated-in-the-scandal/?fbclid=IwAR1GjnTk_O8Cc_QQUNMD9-ZtUWZvct3PYk658gMwxKr7CATJ0TkblUqbZBo
[9] https://www.rawstory.com/2019/10/trump-has-a-plan-to-destroy-every-impeachment-witness-against-him-report/
[6] https://www.mediaite.com/a/jpbnv

Top URLs in Tweet in G4:
[17] https://twitter.com/joncoopertweets/status/1189927844207628288
[13] https://www.cbsnews.com/live-news/trump-impeachment-house-resolution-vote-latest-today-2019-10-31-live-updates/
[13] https://trib.al/ooYLLxk
[8] https://www.foxnews.com/politics/house-votes-resolution-impeachment
[7] https://www.youtube.com/watch?v=yNKIVKluC8Q&feature=youtu.be

[6] https://www.rawstory.com/2019/10/trump-is-straight-up-bribing-gop-senators-to-back-him-against-impeachment-report/
[6] https://twitter.com/realdonaldtrump/status/1189897137984876545
[5] https://www.pscp.tv/w/cIsBnzM3Mzg2fDFlYUtiQVJaemJyeFjKfXM2pn02r-s9CzLZ95W_UICi-u3yL4fn2Yo8TjOVxQ==
[4] https://pjmedia.com/trending/adam-schiff-accused-of-witness-tampering-in-impeachment-inquiry/
[4] https://truepundit.com/trump-lets-loose-on-shifty-adam-schiff-accuses-him-of-committing-crimes-in-impeachment-hoax/

Top URLs in Tweet in G5:
[11] https://www.mediamatters.org/trump-impeachment-inquiry/fox-news-anchor-julie-banderas-repeatedly-pushed-blatant-lie-about
[9] https://www.politico.com/news/2019/10/31/trump-impeachment-senators-donor-062084
[7] https://www.theatlantic.com/politics/archive/2019/10/why-women-support-impeachment-more-men/601096/
[5] https://thehill.com/homenews/house/468317-house-approves-trump-impeachment-procedures
[3] https://twitter.com/tomcoleok04/status/1189911989868531712
[3] https://twitter.com/jakesherman/status/1189912044386103301
[2] https://www.rawstory.com/2019/10/trump-is-straight-up-bribing-gop-senators-to-back-him-against-impeachment-report/
[2] https://thehill.com/homenews/administration/468215-top-russia-official-set-to-leave-national-security-council-post-amid
[2] https://thehill.com/homenews/house/468306-pelosi-presiding-over-impeachment-vote
[2] https://twitter.com/brianschatz/status/1189900733770092545

Top URLs in Tweet in G6:
[42] https://twitter.com/brianschatz/status/1189900733770092545
[29] https://www.politico.com/news/2019/10/31/trump-impeachment-senators-donor-062084
[28] https://twitter.com/jakesherman/status/1189912044386103301
[12] https://www.rawstory.com/2019/10/republicans-just-voted-against-the-impeachment-rules-theyve-demanded-for-weeks-lawfare-editor/
[11] https://www.cnn.com/2019/10/31/politics/who-voted-for-against-impeachment-inquiry/index.html
[8] https://www.rawstory.com/2019/10/low-energy-trump-ducking-press-as-impeachment-hearings-surge-onward-report/
[7] https://www.newsweek.com/trump-committing-felony-bribery-giving-fundraising-cash-gop-senators-ahead-impeachment-trial-1468946
[5] https://www.npr.org/2019/10/30/774815627/trumps-russia-director-to-leave-national-security-council-amid-impeachment-inqui
[4] https://www.cnn.com/2019/10/31/politics/mitch-mcconnell-donald-trump-impeachment-senate-republicans/index.html
[3] https://www.thedailybeast.com/trump-rewards-anti-impeachment-senators-with-cash-for-re-election-bids-politico?via=twitter_page

Top URLs in Tweet in G7:
[10] https://www.newsweek.com/trump-committing-felony-bribery-giving-fundraising-cash-gop-senators-ahead-impeachment-trial-1468946
[9] https://www.washingtonpost.com/politics/national-security-council-official-set-to-testify-in-impeachment-inquiry-is-leaving-his-post/2019/10/30/261285c6-fb62-11e9-8190-6be4deb56e01_story.html
[8] https://www.politico.com/news/2019/10/31/trump-impeachment-senators-donor-062084
[7] https://wowplus.net/house-approves-symbolic-impeachment-inquiry-resolution/
[6] https://www.zerohedge.com/political/nsc-official-morrison-schiff-nothing-illegal-trump-zelensky-call
[6] https://www.rawstory.com/2019/10/gohmert-invokes-guns-and-civil-war-on-house-floor-after-democrats-vote-to-move-forward-with-impeachment/
[5] https://www.foxnews.com/politics/house-votes-resolution-impeachment
[4] https://twitter.com/AnnCoulter/status/1189953841707573248
[4] https://thehill.com/homenews/house/468317-house-approves-trump-impeachment-procedures
[4] https://www.huffpost.com/entry/democrats-impeachment-inquiry-vote_n_5dbae216e4b066da552d68e5

Top URLs in Tweet in G8:
[18] https://www.nytimes.com/interactive/2019/10/31/us/politics/trump-impeachment-inquiry-house-vote.html
[2] https://www.youtube.com/watch?v=QA8z1uyt8k0

[2] https://twitter.com/heyitscarolyn/status/1189922940432928768
[1] https://secure.actblue.com/donate/members-for-impeachment
[1] https://twitter.com/NRCC/status/1189916583440867333
[1] https://www.nytimes.com/interactive/2019/us/politics/trump-impeachment-congress-list.html
[1] https://www.theatlantic.com/politics/archive/2019/10/nancy-pelosis-predictions-impeachment/601081/
[1] https://www.politico.com/news/2019/10/29/schumer-impeachment-fueled-shutdown-061179
[1] https://twitter.com/brianschatz/status/1189900733770092545
[1] https://twitter.com/trisresists/status/1189933685761597446

Top URLs in Tweet in G9:
[10] https://www.npr.org/2019/10/31/774777869/house-to-vote-to-formalize-outline-impeachment-inquiry
[7] https://www.washingtonpost.com/politics/national-security-council-official-set-to-testify-in-impeachment-inquiry-is-leaving-his-post/2019/10/30/261285c6-fb62-11e9-8190-6be4deb56e01_story.html
[5] https://www.newsweek.com/trump-committing-felony-bribery-giving-fundraising-cash-gop-senators-ahead-impeachment-trial-1468946
[4] https://www.politico.com/news/2019/10/31/trump-impeachment-senators-donor-062084
[3] https://www.alternet.org/2019/10/trump-is-straight-up-bribing-gop-senators-to-back-him-against-impeachment-report/#.Xbsa-F4H_Ew.twitter
[3] https://nytv.to/5kyyL
[2] https://nytv.to/AQQk
[2] https://nytv.to/1p11R
[2] https://twitter.com/djrothkopf/status/1189926390738628609
[2] https://www.dailykos.com/stories/2019/10/30/1896138/-Jason-Chaffetz-How-can-Congress-read-eight-page-impeachment-resolution-in-just-two-days

Top URLs in Tweet in G10:
[17] https://www.pscp.tv/w/cIsDGjFXZ0tnVm9XQURRdlB8MU1ZeE5QWWVObkxHd3eZQpYjG84lr_cbGP02F7L8OhJGKwMUqDP7gaZ1yt-8
[3] https://www.mcclatchydc.com/news/politics-government/congress/article236856433.html
[2] https://www.breitbart.com/politics/2019/10/31/watch-live-house-democrats-hold-first-vote-on-impeachment-process/
[1] https://newsthud.com/nancy-pelosi-receives-unprecedented-ethics-complaint-for-weaponizing-impeachment/
[1] https://rules.house.gov/sites/democrats.rules.house.gov/files/BILLS-116-HRes660.pdf
[1] https://trendingpolitics.com/standing-united-not-one-republican-voted-in-favor-of-impeachment-inquiry/?utm_source=realjack&utm_medium=twitter
[1] https://twitter.com/RepMattGaetz/status/1189634495072346112
[1] https://www.foxnews.com/politics/who-broke-ranks-on-impeachment-resolution-vote
[1] https://twitter.com/NRCC/status/1189916583440867333
[1] https://twitter.com/KatiePavlich/status/1189908969755676672

Top Domains
Top Domains in Tweet in Entire Graph:
[771] twitter.com
[184] rawstory.com
[154] politico.com
[105] trib.al
[104] cnn.com
[82] foxnews.com
[78] washingtonpost.com
[75] youtube.com
[71] nytimes.com
[67] breitbart.com

Top Domains in Tweet in G1:
[32] twitter.com
[26] breitbart.com
[24] foxnews.com
[24] thegatewaypundit.com
[15] trendingpolitics.com
[14] house.gov
[13] youtube.com
[12] pscp.tv
[11] bizpacreview.com
[11] yahoo.com

Top Domains in Tweet in G2:
[20] twitter.com
[15] zerohedge.com
[10] washingtonpost.com
[8] waynedupree.com
[6] foxnews.com
[5] hannity.com
[4] theepochtimes.com
[4] thegreggjarrett.com
[3] thegatewaypundit.com
[3] youtube.com

Top Domains in Tweet in G3:
[90] rawstory.com
[68] twitter.com
[54] politico.com
[21] palmerreport.com
[20] trib.al
[16] cnn.com
[12] salon.com
[10] emptywheel.net
[10] nytimes.com
[9] washingtonpost.com

Top Domains in Tweet in G4:
[59] twitter.com
[23] trib.al
[19] foxnews.com
[18] cbsnews.com
[13] breitbart.com
[9] pscp.tv
[9] youtube.com
[8] rawstory.com
[8] townhall.com
[8] truepundit.com

Top Domains in Tweet in G5:
[24] twitter.com
[12] mediamatters.org
[10] thehill.com
[9] politico.com
[7] theatlantic.com
[4] pscp.tv
[2] rawstory.com
[2] breitbart.com
[2] dailykos.com
[2] impeachment.guide

Top Domains in Tweet in G6:
[82] twitter.com
[33] rawstory.com
[30] politico.com
[15] cnn.com
[8] thedailybeast.com
[7] newsweek.com
[5] npr.org
[5] trib.al
[4] nytimes.com
[4] shareblue.com

Top Domains in Tweet in G7:
[79] twitter.com
[24] rawstory.com
[17] washingtonpost.com
[15] cnn.com
[14] msn.com
[14] foxnews.com
[11] youtube.com
[11] newsweek.com
[9] politico.com
[9] thehill.com

Top Domains in Tweet in G8:
[19] nytimes.com
[6] twitter.com
[2] youtube.com
[1] actblue.com
[1] theatlantic.com
[1] politico.com
[1] sltrib.com
[1] rawstory.com

Top Domains in Tweet in G9:
[15] twitter.com
[10] npr.org
[8] washingtonpost.com
[7] nytv.to
[6] newsweek.com
[5] rawstory.com
[4] cnn.com
[4] alternet.org
[4] politico.com
[3] nbcnews.com

Top Domains in Tweet in G10:
[17] pscp.tv
[8] twitter.com
[3] mcclatchydc.com
[3] breitbart.com
[2] foxnews.com
[1] newsthud.com
[1] house.gov
[1] trendingpolitics.com
[1] nytimes.com
[1] thegatewaypundit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[512] impeachment
[508] impeachmentvote
[88] impeachmentinquiry
[81] breaking
[64] trump
[35] halloween
[30] impeachandremove
[30] impeachtrump
[26] happyhalloween
[26] maga



Top Hashtags in Tweet in G1:
[138] impeachment
[46] impeachmentvote
[27] halloween
[26] breaking
[11] witchhunt
[10] impeachmentinquiry
[7] impeachtrump
[7] oann
[7] maga
[7] trump2020

Top Hashtags in Tweet in G2:
[158] impeachmentvote
[16] impeachment
[5] impeachmentinquiry
[5] maga
[5] happyhalloween
[5] trumpmeltdown
[4] coup
[4] new
[4] witchhunt
[4] halloween2019

Top Hashtags in Tweet in G3:
[57] impeachmentvote
[46] impeachment
[21] breaking
[8] impeachmentinquiry
[5] onevoice1
[5] pelosi
[4] robertlivingston
[4] suckers
[4] impeachandremove
[4] impeach

Top Hashtags in Tweet in G4:
[62] impeachment
[53] impeachmentvote
[12] circus
[10] happyhalloween
[10] democrats
[9] trump
[9] impeachmentinquiry
[8] impeachmenthearings
[8] halloween
[7] impeachdonaldtrumpnow

Top Hashtags in Tweet in G5:
[39] impeachment
[17] impeachmentvote
[4] dixiecupnation
[4] russia
[3] breaking
[3] impeachmentinquiry
[2] impeachtrump
[2] lapdoglindsey
[2] igorfruman
[2] levparnas

Top Hashtags in Tweet in G6:
[29] impeachmentvote
[21] impeachment
[10] nj02
[10] mn07
[8] gop
[6] impeachandremove
[6] donothingdemocrats
[5] thomasjefferson
[5] mn01
[4] impeachmentiscoming

Top Hashtags in Tweet in G7:
[47] impeachment
[16] impeachmentinquiry
[15] impeachmentvote
[11] trump
[9] foxnews
[5] politics
[5] donaldtrump
[5] impeachtrump
[4] news
[4] potus

Top Hashtags in Tweet in G8:
[26] impeachmentvote
[18] impeachmentinquiry
[18] impeachment
[1] donothingdemocrats
[1] fakeimpeachment
[1] fakepoliticians
[1] democratsaredestroyingamerica
[1] potus45
[1] democrats
[1] igreport

Top Hashtags in Tweet in G9:
[12] impeachment
[5] bananarepublicans
[3] impeachmentvote
[2] felonybribery
[2] impeachmentinquiry
[2] impeachmenttaskforce
[2] impeachtrump
[1] pelosiownstrump
[1] presidentpelosi
[1] kurds

Top Hashtags in Tweet in G10:
[13] impeachmentvote
[1] patriots
[1] hadenough
[1] tpusa
[1] charliekirk

Top Words
Top Words in Tweet in Entire Graph:
[19166] Words in Sentiment List#1: Positive
[24326] Words in Sentiment List#2: Negative
[244] Words in Sentiment List#3: Angry/Violent
[560925] Non-categorized Words
[604417] Total Words
[20422] impeachment
[5217] vote
[5209] s
[5206] trump
[5085] house

Top Words in Tweet in G1:
[5601] impeachment
[1736] democrats
[1492] pelosi
[1476] s
[1398] vote
[1344] inquiry
[1162] house
[1089] against
[1067] voted
[1031] bipartisan

Top Words in Tweet in G2:
[2749] impeachment
[1212] people
[1199] american
[1185] vote
[1023] today
[921] schiff
[911] pelosi
[854] s
[833] president
[827] voted

Top Words in Tweet in G3:
[2248] impeachment
[1330] trump
[742] s
[624] house
[588] senators
[526] president
[502] inquiry
[502] vote
[490] gop
[371] against

Top Words in Tweet in G4:
[1729] impeachment
[689] president
[618] s
[512] house
[502] vote
[434] trump
[398] resolution
[392] inquiry
[350] democrats
[306] law

Top Words in Tweet in G5:
[1139] impeachment
[490] against
[279] bipartisan
[275] gopleader
[274] vote
[253] democrats
[212] pelosi
[203] hearings
[199] today
[186] clinton

Top Words in Tweet in G6:
[1078] impeachment
[363] against
[341] trump
[294] voted
[271] house
[251] inquiry
[221] s
[206] vote
[193] breaking
[178] housegop

Top Words in Tweet in G7:
[489] impeachment
[208] trump
[170] house
[123] inquiry
[110] vote
[76] democrats
[58] voted
[56] rules
[55] resolution
[52] s

Top Words in Tweet in G8:
[532] impeachment
[422] support
[418] trump
[390] donald
[73] vote
[45] president
[44] inquiry
[37] s
[36] against
[31] house

Top Words in Tweet in G9:
[481] impeachment
[230] trump
[212] president
[163] house
[162] inquiry
[162] s
[101] schiff
[93] jefferson
[86] move
[86] official

Top Words in Tweet in G10:
[704] impeachment
[287] democrats
[227] resolution
[221] president
[206] vow
[202] process
[188] house
[166] vote
[142] one
[127] voted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4065] impeachment,inquiry
[2075] impeachment,resolution
[1946] american,people
[1213] impeachment,vote
[1136] nancy,pelosi
[1074] voted,against
[997] against,impeachment
[979] today,s
[979] speaker,pelosi
[927] adam,schiff

Top Word Pairs in Tweet in G1:
[1105] impeachment,inquiry
[656] impeachment,resolution
[577] nancy,pelosi
[451] american,people
[365] bipartisan,vote
[350] against,impeachment
[335] adam,schiff
[322] democrats,voted
[317] voted,against
[307] due,process

Top Word Pairs in Tweet in G2:
[1167] american,people
[533] impeachment,resolution
[493] impeachment,vote
[471] speaker,pelosi
[453] today,s
[452] against,president
[446] deceive,american
[445] s,vote
[445] designed,deceive
[445] people,impeachment

Top Word Pairs in Tweet in G3:
[436] impeachment,inquiry
[253] gop,senators
[213] trump,s
[192] senators,impeachment
[155] impeachment,vote
[139] van,drew
[137] impeachment,resolution
[136] voted,against
[131] against,trump
[130] against,impeachment

Top Word Pairs in Tweet in G4:
[347] impeachment,inquiry
[261] impeachment,resolution
[175] today,s
[154] s,impeachment
[150] united,states
[145] president,accountable
[144] president,s
[144] hold,president
[144] president,united
[143] rule,law

Top Word Pairs in Tweet in G5:
[175] gopleader,impeachment
[171] impeachment,inquiries
[170] behind,closed
[170] closed,doors
[169] hey,gopleader
[169] inquiries,against
[169] against,nixon
[169] nixon,clinton
[169] clinton,began
[169] began,private

Top Word Pairs in Tweet in G6:
[223] impeachment,inquiry
[189] voted,against
[146] impeachment,hearings
[139] public,impeachment
[132] support,impeachment
[125] housegop,member
[125] member,voted
[125] directly,witnesses
[122] against,1
[122] hearings,2

Top Word Pairs in Tweet in G7:
[106] impeachment,inquiry
[30] trump,impeachment
[27] house,approves
[24] impeachment,vote
[24] impeachment,rules
[24] donald,trump
[21] impeachment,process
[20] impeachment,resolution
[17] gop,senators
[17] inquiry,resolution

Top Word Pairs in Tweet in G8:
[394] support,impeachment
[390] impeachment,donald
[390] donald,trump
[32] impeachment,inquiry
[25] against,president
[18] support,#impeachmentinquiry
[18] #impeachmentinquiry,against
[18] president,trump
[18] trump,vote
[18] vote,#impeachmentvote

Top Word Pairs in Tweet in G9:
[153] impeachment,inquiry
[79] forward,impeachment
[77] move,forward
[63] above,law
[62] impeachment,president
[61] trump,s
[59] chairman,schiff
[59] schiff,solemn
[59] solemn,day
[59] day,history

Top Word Pairs in Tweet in G10:
[145] impeachment,resolution
[132] impeachment,process
[103] process,rolls
[103] rolls,along
[103] along,m
[103] m,asking
[103] asking,vow
[103] vow,god
[103] god,forbid
[103] forbid,somehow

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@ivankatrump
@speakerpelosi
@catturd2
@gopleader
@joncoopertweets
@anncoulter
@lindseygrahamsc
@rudygiuliani
@thehill

Top Replied-To in G1:
@realdonaldtrump
@justinamash
@speakerpelosi
@tomfitton
@stevescalise
@repmarkmeadows
@kellyannepolls
@thedemocrats
@katpa73
@gopchairwoman

Top Replied-To in G2:
@catturd2
@rudygiuliani
@flotus
@seanhannity
@parscale
@chadpergram
@timrunshismouth
@donaldjtrumpjr
@repsusielee
@jackposobiec

Top Replied-To in G3:
@billkristol
@realdonaldtrump
@debthobe
@2hawkeye2020
@heathmayo
@4evernevertrump
@ecclesias
@rwpusa
@cnnpolitics
@joycewhitevance

Top Replied-To in G4:
@speakerpelosi
@realdonaldtrump
@repadamschiff
@teampelosi
@realdonaldscion
@gop
@alley167
@lindseygrahamsc
@conservamomusa
@abc

Top Replied-To in G5:
@gopleader
@thehill
@lindseygrahamsc
@senatemajldr
@tulsigabbard
@gop
@actforamerica
@realdonaldtrump
@normornstein
@kevinmkruse

Top Replied-To in G6:
@speakerpelosi
@boba1959
@congressmanjvd
@mystcole
@stowydad
@realdonaldtrump
@lindseygrahamsc
@defeat_trump2
@owillis
@realjediman1

Top Replied-To in G8:
@joncoopertweets
@fireheather
@xavierholland
@loathingkitty
@1776stonewall

Top Replied-To in G9:
@ivankatrump
@kylegriffin1
@mrjoncryer
@jrubinblogger
@lrozen
@djrothkopf
@socalgirl1208
@juliadavisnews
@debramessing
@joncoopertweets

Top Replied-To in G10:
@charliekirk11
@breakingnlive
@kamalaharris
@repmgriffith
@tracybeanz
@adamschiff
@marc_lotter
@whitehouse
@gopleader
@getongab

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@gopleader
@potus
@speakerpelosi
@housegop
@stevescalise
@repadamschiff
@gop
@judicialwatch
@housedemocrats

Top Mentioned in G1:
@realdonaldtrump
@stevescalise
@potus
@judicialwatch
@loudobbs
@housedemocrats
@gopleader
@repadamschiff
@gatewaypundit
@speakerpelosi

Top Mentioned in G2:
@realdonaldtrump
@presssec
@whitehouse
@repkatieporter
@senategop
@housegop
@b_bnks
@speakerpelosi
@gopleader
@gatewaypundit

Top Mentioned in G3:
@politico
@realdonaldtrump
@potus
@mkraju
@davidjollyfl
@gop
@cbspolitics
@housegop
@fandmcollege
@gopleader

Top Mentioned in G4:
@speakerpelosi
@realdonaldtrump
@repadamschiff
@gop
@potus
@dnc
@conorlambpa
@adamschiff
@repjerrynadler
@joebiden

Top Mentioned in G5:
@gopleader
@senatemajldr
@realdonaldtrump
@lindseygrahamsc
@carolleonnig
@speakerpelosi
@gop
@tulsigabbard
@potus
@senatorcollins

Top Mentioned in G6:
@housegop
@collinpeterson
@congressmanjvd
@realdonaldtrump
@devinnunes
@jeffvandrew
@thedailybeast
@senatemajldr
@presssec
@rephagedorn

Top Mentioned in G7:
@5news
@spectrum_360

Top Mentioned in G8:
@realdonaldtrump
@kycomer
@thebigruss77
@repcunningham
@repgolden
@sltrib
@ermagarn
@housegop
@limbovinny
@highmilage57

Top Mentioned in G9:
@djrothkopf
@huffpostpol
@devinnunescow
@ivankatrump
@gopleader
@kylegriffin1
@potus
@repleezeldin
@housedemocrats
@senatemajldr

Top Mentioned in G10:
@repdlesko
@rulesreps
@realdonaldtrump
@speakerpelosi
@breitbartnews
@stevescalise
@repdougcollins
@lizrnc
@gopleader
@bostonpatriot

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@the_news_diva
@robinsnewswire
@telesurtv
@odio_nao
@mattmurph24
@alamgirizvi
@inabster
@missyjo79
@cherokeesher2

Top Tweeters in G1:
@rockynickydog
@reneecarrollaz
@bbusa617
@fasting39
@sandyriccobono
@toby_dorena
@skyjones55
@ladydshops
@bluesea1964
@dcexaminer

Top Tweeters in G2:
@patriotmarie
@soniaerasmus
@lauracgilleslil
@_santa_barbara
@schwingcat
@lyn1350
@nvehecnycrrcom1
@_yvonneburton
@dykstradame
@dsdr2011

Top Tweeters in G3:
@cherokeesher2
@bkindngood
@threadreaderapp
@theresamax
@givemepie360
@sophialamar1
@princessbravato
@kerirn
@ecclesias
@lacunalingua

Top Tweeters in G4:
@sherrilee7
@nahbabynah
@lacerci65
@tammywalt61
@clark7950
@patta47cake
@anilns425
@alicia45kag
@mstepczyk
@foxnews

Top Tweeters in G5:
@mattmurph24
@thereal_rebel
@thehill
@wildwillow65
@ladyredwave
@jorge_c_ny
@artis_elemental
@dovewoman1
@edgeoforever
@jamierodr14

Top Tweeters in G6:
@kak089
@ndylan1
@pwm62
@baronianconsult
@jcmarbury
@burcham_don
@betseybess
@mauraleelang
@fran_neena20409
@jonathanjewel

Top Tweeters in G7:
@the_news_diva
@robinsnewswire
@telesurtv
@politicalhedge
@inspiteoftrump
@nkttwebtv
@my234radio
@mdlmurray
@cssueta
@robertloerzel

Top Tweeters in G8:
@journeysnonnie
@flowersoffate
@silver_fox9
@cat_00005
@phillyeaglesfa1
@tombx7m
@fadboo
@kimmoor20918476
@yogagenie
@saftyinnumbers

Top Tweeters in G9:
@davealvord164
@pollsstar
@pgrandee10
@fwdcrocblu
@nadiasindi
@lrozen
@safiyahnoor1
@ranman09
@huffpostpol
@horton47robin

Top Tweeters in G10:
@drawandstrike
@kathysamira
@artmanjanet
@au_bebe
@lrod49
@cherrybaysb
@clantro
@lynnielee5
@ggthinking
@bostonpatriot


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