Impeach Trump, Twitter, 1/17/2020 1:18:46 AM, 220094
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Impeach Trump_2020-01-16_10-30-49.xlsx
Impeach Trump_2020-01-16_10-30-49.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 17, 2020
Short Description:
Impeach Trump via NodeXL http://bit.ly/30rqI9u
@gopleader
@glennkirschner2
@realdonaldtrump
@speakerpelosi
@tsartbot
@jerbon57
@gretcheninok
@itsblonde007
@dartmouthreview
@calebjhull

Top hashtags:
#impeach
#trump
#parnas
#giuliani
#ukraine
#parnasinterview

Description:
Description
The graph represents a network of 18,269 Twitter users whose recent tweets contained "Impeach Trump", 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, 16 January 2020 at 19:29 UTC.

The tweets in the network were tweeted over the 18-hour, 19-minute period from Thursday, 16 January 2020 at 00:13 UTC to Thursday, 16 January 2020 at 18:33 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 : 18269
Unique Edges : 22706
Edges With Duplicates : 1205
Total Edges : 23911
Number of Edge Types : 5
MentionsInRetweet : 5228
Retweet : 11923
Replies to : 2485
Tweet : 1203
Mentions : 3072
Self-Loops : 1262
Reciprocated Vertex Pair Ratio : 0.0022287923584262
Reciprocated Edge Ratio : 0.0044476717799764
Connected Components : 1113
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 16230
Maximum Edges in a Connected Component : 22014
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.360929
Graph Density : 6.60218312748069E-05
Modularity : 0.785296
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 18,269 Twitter users whose recent tweets contained "Impeach Trump", 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, 16 January 2020 at 19:29 UTC.

The tweets in the network were tweeted over the 18-hour, 19-minute period from Thursday, 16 January 2020 at 00:13 UTC to Thursday, 16 January 2020 at 18:33 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 Trump
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:
[41] https://www.rawstory.com/2019/09/impeach-barr-too-critics-demand-attorney-generals-ouster-for-refusing-to-investigate-trump-ukraine-call/
[26] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[26] https://www.washingtonexaminer.com/washington-secrets/two-thirds-voters-say-democrats-want-to-impeach-trump-more-than-help-americans
[17] https://www.rt.com/usa/478450-us-senate-passes-usmca-trump/
[17] https://www.latimes.com/politics/story/2020-01-16/trump-impeach-senate-trial-ukraine
[15] https://www.washingtonpost.com/news/post-politics/wp/2017/01/20/the-campaign-to-impeach-president-trump-has-begun/
[10] https://www.change.org/p/do-not-impeach-president-trump?recruiter=510373907&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[7] https://www.americanthinker.com/articles/2019/10/trump_gave_ukraine_what_obama_withheld.html
[7] https://www.kansascity.com/opinion/readers-opinion/guest-commentary/article230713224.html
[7] https://www.change.org/p/donald-j-trump-impeach-pelosi-and-schumer

Top URLs in Tweet in G1:
[1] https://www.nytimes.com/2020/01/16/us/politics/gao-trump-ukraine.html
[1] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[1] https://www.change.org/p/donald-j-trump-impeach-pelosi-and-schumer/nftexp/fht-14201919-en-us/v8/185817601?recruiter=185817601&utm_source=share_sponsor_thank_you&utm_medium=facebook&utm_campaign=facebook&recruited_by_id=cd564f40-7285-11e4-ab0e-09d16099a0f3&utm_content=fht-14201919-en-us%253Av8
[1] https://twitter.com/eugenedelgaudio/status/1217667488244281344
[1] https://twitter.com/thegeneral_0/status/1217632969923448833
[1] https://thefederalist.com/2020/01/15/pelosi-appoints-steele-dossier-truthers-as-anti-trump-impeachment-managers/

Top URLs in Tweet in G2:
[35] https://www.rawstory.com/2019/09/impeach-barr-too-critics-demand-attorney-generals-ouster-for-refusing-to-investigate-trump-ukraine-call/
[2] https://twitter.com/RWPUSA/status/1217649790655307782
[2] https://www.politicususa.com/2020/01/14/opinion-if-it-takes-a-crime-for-republicans-to-impeach-trump-he-delivered.html
[1] https://twitter.com/atrupar/status/1217849390901219328
[1] https://www.alternet.org/2020/01/yale-psychiatrist-details-how-trumps-psychosis-spread-to-his-rank-and-file-supporters-and-most-of-the-gop/
[1] https://americanindependent.com/susan-collins-impeachment-trial-donald-trump-new-evidence-lev-parnas-rudy-giuliani-senate/
[1] https://twitter.com/angrierwhstaff/status/1217632722455232512
[1] https://twitter.com/MSNBC/status/1217681918545879040
[1] https://www.kansascity.com/opinion/readers-opinion/guest-commentary/article230713224.html

Top URLs in Tweet in G3:
[4] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[4] https://www.kansascity.com/opinion/readers-opinion/guest-commentary/article230713224.html
[3] https://www.impeach.org/
[3] https://twitter.com/auser72307407/status/1217485676729401346?s=21
[3] https://news.grabien.com/story-things-democrats-have-said-trump-could-be-impeached
[3] https://bongino.com/pelosi-admits-dems-have-been-trying-to-impeach-trump-for-the-last-two-and-a-half-years/
[2] https://twitter.com/stevedmiller/status/1217647612712480768
[2] https://www.change.org/p/do-not-impeach-president-trump?recruiter=510373907&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[2] https://www.change.org/p/united-states-supreme-court-impeachment-of-virginia-governor-northam-for-infringing-on-2nd-amendment-rights?recruiter=977365&utm_source=share_petition&utm_medium=email&utm_campaign=psf_combo_share_message&recruited_by_id=45b4b9bb-4770-49c7-9e6a-3fc8ef799b3b&share_bandit_exp=message-19849858-en-US&share_bandit_var=v0
[2] https://www.youtube.com/watch?v=XN5OWujRG9s&feature=push-fr&attr_tag=zfef-zTPqMqy6bJT:6


Top URLs in Tweet in G4:
[3] https://www.rawstory.com/2019/09/impeach-barr-too-critics-demand-attorney-generals-ouster-for-refusing-to-investigate-trump-ukraine-call/
[2] https://www.change.org/p/donald-j-trump-impeach-pelosi-and-schumer/exp/cl_/cl_sharecopy_14201919_en-US/v4/1033757248?utm_content=cl_sharecopy_14201919_en-US%3Av4&recruiter=1033757248&recruited_by_id=212a0220-34a9-11ea-a50a-a1de9a41b20c&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=035c281df3f44bab9c39549dc814877e&share_bandit_exp=initial-14201919-en-US&share_bandit_var=v3
[2] https://twitter.com/mkraju/status/1217535138151780353
[2] https://www.bitchute.com/video/D1TTapXymT2r/
[2] https://thehill.com/homenews/administration/478557-gao-finds-trump-administration-broke-law-by-withholding-aid-from
[1] https://twitter.com/paulsperry_/status/1217630499277025280
[1] https://twitter.com/jeffsessions/status/1217850695312986112
[1] https://www.change.org/p/donald-j-trump-impeach-pelosi-and-schumer?recruiter=110279475&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=2aea33aa-ec8f-4c79-bcaa-b9a484ba86b8
[1] https://twitter.com/TeamPelosi/status/1217840171908988928
[1] https://civiqs.com/results/trump_impeachment?uncertainty=true&annotations=true&zoomIn=true

Top URLs in Tweet in G5:
[21] https://www.washingtonexaminer.com/washington-secrets/two-thirds-voters-say-democrats-want-to-impeach-trump-more-than-help-americans
[1] https://www.foxnews.com/politics/pelosi-announces-trump-impeachment-managers
[1] https://www.foxnews.com/entertainment/jeopardy-contestants-cant-identify-adam-schiff
[1] https://video.foxnews.com/v/6122937147001/
[1] https://spectator.org/republican-loyalty-to-trump-is-in-short-supply/
[1] https://www.change.org/p/do-not-impeach-president-trump?recruiter=1034623082&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=96c63de0-388d-11ea-b012-816a8c6889b4&share_bandit_exp=initial-18114250-en-US&share_bandit_var=v3
[1] https://secure.winred.com/kathaleenwall/impeachment
[1] https://twitter.com/5b20be6386164f8/status/1217676816674062336
[1] https://www.washingtonexaminer.com/washington-secrets/two-thirds-voters-say-democrats-want-to-impeach-trump-more-than-help-americans?fbclid=IwAR1eHqkNfFn3Uql2_6Kr1NGWusgUVOiAljMiVpqv0STyJuT7r1LmnrwWSbU
[1] https://twitter.com/timrunshismouth/status/1217596688908550145?s=21

Top URLs in Tweet in G6:
[9] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[7] https://www.latimes.com/politics/story/2020-01-16/trump-impeach-senate-trial-ukraine
[4] https://www.needtoimpeach.com/call-your-rep-demand-impeachment/
[4] https://www.yahoo.com/news/why-unbuilt-moscow-trump-tower-caught-muellers-attention-110432912.html?.tsrc=fauxdal
[4] https://www.foxnews.com/politics/pelosi-impeachment-pens-trump-solemn-somber
[4] https://www.washingtonexaminer.com/washington-secrets/two-thirds-voters-say-democrats-want-to-impeach-trump-more-than-help-americans?fbclid=IwAR1eHqkNfFn3Uql2_6Kr1NGWusgUVOiAljMiVpqv0STyJuT7r1LmnrwWSbU
[3] https://www.cnn.com/2019/12/05/opinions/trump-is-still-winning-jennings/index.html
[3] https://townhall.com/tipsheet/juliorosas/2020/01/15/jerry-nadler-says-democrats-couldnt-wait-to-impeach-trump-because-he-is-trying-to-rig-2020-n2559552
[3] https://www.cnn.com/2020/01/16/politics/gao-report-administration-violated-law-withholding-aid/index.html
[2] https://teespring.com/stores/impeach-the-president-2

Top URLs in Tweet in G7:
[6] https://www.americanthinker.com/articles/2019/10/trump_gave_ukraine_what_obama_withheld.html
[2] https://www.washingtonexaminer.com/washington-secrets/two-thirds-voters-say-democrats-want-to-impeach-trump-more-than-help-americans
[1] https://twitter.com/wdunlap/status/1217651698639896577
[1] https://www.foxbusiness.com/shows/making-money-with-charles-payne
[1] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[1] https://www.breitbart.com/clips/2020/01/15/mccaskill-trump-will-be-known-as-a-president-that-was-impeached-for-the-rest-of-his-career/
[1] https://banned.video/watch?id=5e1f665c1bca3b002523ce43

Top URLs in Tweet in G8:
[2] https://www.qanon.pub/?q=Impeach
[1] https://mobile.twitter.com/cspan/status/1217579083917352960
[1] https://twitter.com/carolmariani1/status/1217729663105228800
[1] https://saraacarter.com/sen-chris-murphy-says-theres-a-small-list-of-gop-senators-considering-impeachment/
[1] https://twitter.com/GregRubini/status/1217578526943125506
[1] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[1] https://twitter.com/CalebJHull/status/1217479125620940801?s=20

Top URLs in Tweet in G9:
[8] https://www.change.org/p/do-not-impeach-president-trump?recruiter=510373907&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[4] https://www.change.org/p/donald-j-trump-impeach-pelosi-and-schumer?recruiter=496193&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=facebook&recruited_by_id=905dcb40-8b78-0130-805a-3c764e04b838
[4] https://www.aclu.org/action/
[2] https://www.foxnews.com/media/kevin-mccarthy-no-greater-contrast-trump-china-deal-democrats-impeachment-trial
[1] https://www.cnn.com/2019/12/05/opinions/trump-is-still-winning-jennings/index.html
[1] https://twitter.com/adriandt31/status/1217414573634019329
[1] https://twitter.com/realDonaldTrump/status/1217610329821237248
[1] https://www.foxbusiness.com/markets/usmca-thumbs-up-hands-trump-victory
[1] https://twitter.com/realDonaldTrump/status/1217804029599920128
[1] https://twitter.com/EvanMcMullin/status/1217808456587075590

Top URLs in Tweet in G10:
[2] https://www.rawstory.com/2019/09/impeach-barr-too-critics-demand-attorney-generals-ouster-for-refusing-to-investigate-trump-ukraine-call/
[1] https://theintercept.com/2019/12/19/a-z-trump-impeachment/
[1] https://twitter.com/i/events/1217600779990601728
[1] https://www.washingtonpost.com/politics/2020/01/16/gao-severely-rebukes-trumps-ukraine-ploy-undermines-his-no-crime-defense/
[1] https://www.nationalreview.com/news/government-accountability-office-finds-trump-administration-broke-the-law-by-withholding-military-aid-from-ukraine/amp/
[1] https://twitter.com/i/web/status/1217863655762595843
[1] https://twitter.com/i/web/status/1217652495863951361
[1] https://twitter.com/i/web/status/1217606614791815168
[1] https://twitter.com/RBReich/status/1217636700203020288
[1] https://twitter.com/i/web/status/1217652444231921667

Top Domains
Top Domains in Tweet in Entire Graph:
[365] twitter.com
[50] foxnews.com
[47] change.org
[42] rawstory.com
[33] washingtonexaminer.com
[30] washingtonpost.com
[27] youtube.com
[23] cnn.com
[19] latimes.com
[17] rt.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] nytimes.com
[1] foxnews.com
[1] change.org
[1] thefederalist.com

Top Domains in Tweet in G2:
[35] rawstory.com
[5] twitter.com
[2] politicususa.com
[1] alternet.org
[1] americanindependent.com
[1] kansascity.com

Top Domains in Tweet in G3:
[47] twitter.com
[6] foxnews.com
[5] change.org
[5] msnbc.com
[4] kansascity.com
[3] impeach.org
[3] go.com
[3] nbcnews.com
[3] youtube.com
[3] grabien.com

Top Domains in Tweet in G4:
[14] twitter.com
[4] change.org
[3] rawstory.com
[2] bitchute.com
[2] thehill.com
[1] civiqs.com
[1] americanthinker.com
[1] breitbart.com
[1] etsy.com
[1] etsy.me

Top Domains in Tweet in G5:
[22] washingtonexaminer.com
[9] twitter.com
[4] foxnews.com
[1] spectator.org
[1] change.org
[1] winred.com
[1] gellerreport.com
[1] joannewrightforcongress.com

Top Domains in Tweet in G6:
[152] twitter.com
[23] foxnews.com
[10] cnn.com
[9] change.org
[8] facebook.com
[8] latimes.com
[7] youtube.com
[7] msn.com
[6] townhall.com
[6] washingtonexaminer.com

Top Domains in Tweet in G7:
[6] americanthinker.com
[2] washingtonexaminer.com
[1] twitter.com
[1] foxbusiness.com
[1] foxnews.com
[1] breitbart.com
[1] banned.video

Top Domains in Tweet in G8:
[4] twitter.com
[2] qanon.pub
[1] saraacarter.com
[1] foxnews.com

Top Domains in Tweet in G9:
[17] change.org
[17] twitter.com
[4] aclu.org
[2] foxnews.com
[1] cnn.com
[1] foxbusiness.com
[1] texastribune.org
[1] time.com
[1] youtube.com
[1] americanthinker.com

Top Domains in Tweet in G10:
[31] twitter.com
[3] washingtonpost.com
[3] cnn.com
[2] rawstory.com
[2] axios.com
[1] theintercept.com
[1] nationalreview.com
[1] youtube.com
[1] thedailybeast.com
[1] legalinsurrection.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[217] impeach
[156] trump
[124] parnas
[98] giuliani
[98] ukraine
[96] parnasinterview
[96] shakedown
[58] impeachment
[45] maddow
[43] schiftyschiff



Top Hashtags in Tweet in G1:
[1] impeachmentsham
[1] maga
[1] draintheswamp
[1] impeachthelosingdemocratsforever
[1] trump2020
[1] electioninterference

Top Hashtags in Tweet in G2:
[4] impeachmenttrial
[1] impeachment
[1] barrknew
[1] sackbarr
[1] impeachbarrnow
[1] parnas
[1] impeach
[1] adderalltrump
[1] republican
[1] america

Top Hashtags in Tweet in G3:
[31] impeach
[21] trump
[20] impeachment
[10] impotus
[10] levparnas
[9] pinocchiopelosi
[9] maga
[6] trump2020
[5] kag
[4] presidentpelosi

Top Hashtags in Tweet in G4:
[93] parnas
[93] parnasinterview
[93] giuliani
[93] shakedown
[25] impeach
[6] trump2020
[6] impeachedforever
[5] trump
[5] resist
[4] democrats

Top Hashtags in Tweet in G5:
[37] schiftyschiff
[37] gaveljerry
[1] trumpwillwin
[1] trusttheplan
[1] trump2020landslide
[1] foxnews
[1] thesepeoplearesick
[1] ca34

Top Hashtags in Tweet in G6:
[48] impeach
[40] trump
[13] maga
[13] impeachment
[11] impeachmenttrial
[10] foxnews
[9] maddow
[9] donaldtrump
[7] gop
[7] ukraine

Top Hashtags in Tweet in G7:
[14] impeach
[13] antifa
[1] fakenewsmedia
[1] foxnews

Top Hashtags in Tweet in G8:
[2] impeach
[2] trump
[1] foxnews
[1] schiftyschiff
[1] gaveljerry

Top Hashtags in Tweet in G9:
[6] impeach
[5] trump
[3] trump2020
[2] impeachment
[2] maddow
[2] parnas
[2] russia
[2] convicttrump
[2] thursdayvibes
[1] wethepeople

Top Hashtags in Tweet in G10:
[28] impeachtrump
[8] trump
[8] maga
[8] gymjordon
[7] impeach
[7] levparnas
[6] maddow
[6] pelosi
[5] traitortrump
[4] magaimpeachtrump

Top Words
Top Words in Tweet in Entire Graph:
[16963] Words in Sentiment List#1: Positive
[49411] Words in Sentiment List#2: Negative
[192] Words in Sentiment List#3: Angry/Violent
[639678] Non-categorized Words
[706053] Total Words
[23135] trump
[18349] impeach
[13315] barr
[12391] ukraine
[12292] president

Top Words in Tweet in G1:
[8540] impeachment
[4311] trump
[4310] impeach
[4279] president
[4277] ukraine
[4276] democrats
[4275] before
[4274] wanted
[4273] one
[4273] stop

Top Words in Tweet in G2:
[12131] barr
[6118] trump
[6077] ukraine
[6032] dirty
[6031] deal
[6030] loop
[3083] impeach
[3054] lev
[3053] parnas
[3047] bill

Top Words in Tweet in G3:
[2088] impeach
[2005] trump
[1167] realdonaldtrump
[1054] president
[838] impeachment
[516] become
[508] office
[470] articles
[466] take
[465] democrats

Top Words in Tweet in G4:
[1181] trump
[948] impeach
[733] speakerpelosi
[627] ukraine
[418] 2020
[383] house
[345] election
[322] nancy
[297] evidence
[296] voted

Top Words in Tweet in G5:
[1320] trump
[1210] impeach
[680] president
[438] schiff
[434] adam
[389] trial
[372] senate
[315] again
[311] gop
[311] itsblonde007

Top Words in Tweet in G6:
[700] trump
[675] impeach
[193] president
[103] democrats
[87] pelosi
[85] senate
[84] impeachment
[74] pence
[73] house
[61] dems

Top Words in Tweet in G7:
[1204] 000
[651] president
[603] uses
[602] 00
[560] trump
[442] impeach
[306] pelosi
[303] trade
[302] deal
[302] china

Top Words in Tweet in G8:
[391] trump
[384] impeach
[147] senate
[144] over
[143] acquitted
[138] days
[138] circus
[138] 100
[126] come
[122] ooompaaah

Top Words in Tweet in G9:
[365] trump
[330] impeach
[290] people
[260] iran
[198] democrats
[179] potus
[178] dems
[157] 2020
[143] donaldjtrumpjr
[133] stand

Top Words in Tweet in G10:
[399] trump
[286] impeach
[148] president
[109] gop
[84] impeachment
[65] barr
[64] senate
[59] office
[58] america
[58] articles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7314] president,trump
[6422] barr,dirty
[6422] dirty,ukraine
[6422] ukraine,deal
[6422] deal,loop
[6404] impeach,president
[4827] phone,call
[4805] wanted,impeach
[4748] trump,day
[4748] day,one

Top Word Pairs in Tweet in G1:
[4274] wanted,impeach
[4273] president,trump
[4272] day,one
[4271] before,ukraine
[4271] trump,day
[4270] ukraine,phone
[4270] phone,call
[4270] democrats,wanted
[4270] impeach,president
[4269] six,seven

Top Word Pairs in Tweet in G2:
[6030] barr,dirty
[6030] dirty,ukraine
[6030] ukraine,deal
[6030] deal,loop
[3053] lev,parnas
[3047] parnas,barr
[3047] bill,barr
[3016] impeach,prosecute
[3015] loop,trump
[3015] trump,affirms

Top Word Pairs in Tweet in G3:
[763] president,trump
[459] articles,impeachment
[440] down,president
[440] business,usual
[439] moment,realdonaldtrump
[439] realdonaldtrump,sworn
[439] sworn,office
[439] office,housedemocrats
[439] housedemocrats,giddy
[439] giddy,impeach

Top Word Pairs in Tweet in G4:
[332] 2020,election
[295] voted,impeach
[291] house,voted
[290] nancy,speakerpelosi
[290] speakerpelosi,outlines
[290] outlines,avalanche
[290] avalanche,incriminating
[290] incriminating,evidence
[290] evidence,surfaced
[290] surfaced,house

Top Word Pairs in Tweet in G5:
[612] president,trump
[488] impeach,trump
[434] adam,schiff
[310] retweet,agree
[310] agree,itsblonde007
[308] schiff,gop
[308] gop,stopping
[308] stopping,fair
[308] fair,trial
[308] trial,impeach

Top Word Pairs in Tweet in G6:
[232] impeach,trump
[79] president,trump
[64] impeach,president
[51] donald,trump
[35] impeach,remove
[27] trying,impeach
[24] vote,impeach
[22] trade,deal
[21] dems,impeach
[21] trump,impeach

Top Word Pairs in Tweet in G7:
[602] 000,00
[602] 000,000
[346] president,trump
[343] impeach,president
[302] trade,deal
[301] pelosi,uses
[301] uses,000
[301] 00,worth
[301] worth,bullet
[301] bullet,pens

Top Word Pairs in Tweet in G8:
[143] over,trump
[141] impeach,trump
[138] impeach,circus
[138] circus,senate
[138] senate,over
[138] trump,100
[138] 100,acquitted
[122] ooompaaah,looompaaaah
[122] looompaaaah,doopity
[122] doopity,doooooo

Top Word Pairs in Tweet in G9:
[260] people,iran
[131] impeach,dems
[130] speaking,very
[130] very,influential
[130] influential,iranians
[130] iranians,people
[130] iran,thankful
[130] thankful,donaldjtrumpjr
[130] donaldjtrumpjr,potus
[130] potus,people

Top Word Pairs in Tweet in G10:
[184] impeach,trump
[72] president,trump
[49] office,senate
[49] articles,impeachment
[48] america,hold
[48] hold,breath
[48] breath,gop
[48] gop,problem
[48] problem,impeaching
[48] impeaching,president

Top Replied-To
Top Replied-To in Entire Graph:
@speakerpelosi
@realdonaldtrump
@tedlieu
@senatemajldr
@repadamschiff
@teampelosi
@gopleader
@alyssa_milano
@9mmcassy
@timrunshismouth

Top Replied-To in G1:
@gopleader
@debhaslam

Top Replied-To in G2:
@glennkirschner2
@tribelaw
@antonio5591
@senatemajldr
@chrismurphyct
@eightball07
@thesolo_helenv
@my2cnz
@cj_isnowblue
@walterdellinger

Top Replied-To in G3:
@realdonaldtrump
@tedlieu
@senatemajldr
@alyssa_milano
@msnbc
@seanhannity
@senschumer
@lindseygrahamsc
@joncoopertweets
@ingrahamangle

Top Replied-To in G4:
@speakerpelosi
@npr
@teampelosi
@joycewhitevance
@paultflorea
@cuomoprimetime
@chuckcallesto
@normamarcio
@jonvoight
@joannperrone15

Top Replied-To in G5:
@timrunshismouth
@labeachgal1
@alexa_baxter
@kirstyfml
@outnumberedfnc
@hmloeschmck
@bullpup2a
@itsblonde007
@nwgoboating
@mel_faith1

Top Replied-To in G6:
@braniff71

Top Replied-To in G7:
@bakoff333
@realdonaldtrump
@benshapiro
@appeal2dastone
@katszot
@clairecmc
@melissachadders

Top Replied-To in G8:
@2pointofimpact
@latiffani1
@drawandstrike
@jason_howerton
@tony7682
@saracarterdc
@wilhelmdererste
@gaylebesosa

Top Replied-To in G9:
@donaldjtrumpjr
@willchamberlain
@currie14_kelly
@realdonaldtrump
@speakerpelosi
@proudresister
@olganyc1211
@thelastrefuge2
@steveguest
@lrihendry

Top Replied-To in G10:
@gtconway3d
@gop
@senmcsallyaz
@realdonaldtrump
@62walterp
@foxreports
@bettergop
@lucymcaldwell
@grantstern
@senatorsinema

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@speakerpelosi
@housedemocrats
@itsblonde007
@dartmouthreview
@potus
@donaldjtrumpjr
@gop
@neal_katyal
@maddow

Top Mentioned in G1:
@neal_katyal
@sammykoppelman
@dartmouthreview

Top Mentioned in G2:
@realdonaldtrump
@glennkirschner2
@maddow
@gop
@4uzar
@secpompeo
@senatemajldr
@kimhurdman
@speakerpelosi

Top Mentioned in G3:
@realdonaldtrump
@housedemocrats
@devinnunes
@maddow
@senatemajldr
@senategop
@speakerpelosi
@vp
@ingrahamangle
@gopleader

Top Mentioned in G4:
@speakerpelosi
@realdonaldtrump
@hillaryclinton
@dnc
@cspanwj
@senatorcollins
@thedemocrats
@potus
@chriscuomo
@teampelosi

Top Mentioned in G5:
@itsblonde007
@realdonaldtrump
@speakerpelosi
@housedemocrats
@cows4q
@schielbj
@jimmygomez
@hispaniccaucus
@senategop
@hersheysensenig

Top Mentioned in G7:
@repmattshea
@realdonaldtrump
@benshapiro
@robertrokdawg
@richard16211139
@gabrielmalor
@speakerpelosi
@housedemocrats
@tjwitvoet
@dolmenlord

Top Mentioned in G8:
@realdonaldtrump
@itsblonde007
@housedemocrats
@repbrianhiggins
@genflynn
@_hublette
@drawandstrike
@calebjhull
@jenniestaer
@bigrfaze

Top Mentioned in G9:
@potus
@donaldjtrumpjr
@change
@realdonaldtrump
@becingber
@itsblonde007
@mimirocah1
@aclu
@trish_regan
@speakerpelosi

Top Mentioned in G10:
@gop
@realdonaldtrump
@miamipapers
@gtconway3d
@speakerpelosi
@tuffguy2xl
@giltpolitics
@mommamia1217
@peterdaou
@gopchairwoman

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jim_peoples_
@heelleclech
@crewislife
@cloudwanderer3
@mattmurph24
@cagney1991
@joefreedomlove
@sharneal
@independent

Top Tweeters in G1:
@siminuteman1776
@rosatrunk
@joej2020usa
@scribbledpages1
@mary620497
@shoutgracegrace
@votingred1
@joeygiggles
@usatopguns
@petefrt

Top Tweeters in G2:
@mattmurph24
@thereal_rebel
@debilu2
@britpoptarts
@latikia
@stockguy61
@pollsstar
@lisakbromley
@rhiles2760
@vedehimajumdar

Top Tweeters in G3:
@sharneal
@real_infinity95
@myplace4u
@soniaerasmus
@thehill
@jstines3
@wildwillow65
@trump_enemy
@inabsentia9
@laridor1

Top Tweeters in G4:
@joefreedomlove
@debrammason1
@onahunttoday
@sherrilee7
@usalivestrong
@anthonybourque
@tottenbill
@saveaslave
@24hrtvmazi
@kharyp

Top Tweeters in G5:
@jim_peoples_
@missyjo79
@yojudenz
@saveusrepublic2
@miltonespinozaf
@rratkinson
@miller_gwen
@susaniverach
@tea_party_chris
@5b20be6386164f8

Top Tweeters in G6:
@davidjones720
@usrealitycheck
@quorumcall
@cwhross
@kane007
@mauibenjamin
@rabidbadger
@twittdeal
@yportbill
@mauicouponmag

Top Tweeters in G7:
@friendlyjmc
@_yvonneburton
@karriefleetwood
@imsure
@wendydcoe
@valorof1776
@nexus7900
@aliatra1968
@robertrokdawg
@chr1sle1ner

Top Tweeters in G8:
@davealvord164
@mscontrariansci
@drawandstrike
@janiek13
@bkaysac
@cathyspartanj
@sheindie
@hambysr
@gracecourtwrig3
@lorajperkins

Top Tweeters in G9:
@patriot_girl_tx
@dianabialkowski
@quicksilver2723
@lyn1350
@dykstradame
@nmmaduabuch
@lrihendry
@love_on70
@realladyjustice
@sasky1959

Top Tweeters in G10:
@betterw05759703
@fchiusaroli
@lrozen
@ab_owl
@hester_hen
@elizabe18836143
@miamipapers
@cyferptvila
@oteachjohn
@autismfamily01


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