Schiff, Twitter, 1/22/2020 8:54:47 PM, 220209
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Schiff_2020-01-22_07-09-40.xlsx
Schiff_2020-01-22_07-09-40.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 22, 2020
Short Description:
Schiff via NodeXL http://bit.ly/37j12Pf
@charliekirk11
@repadamschiff
@realdonaldtrump
@marklevinshow
@dbongino
@walterdellinger
@rudygiuliani
@girlsreallyrule
@politico
@gatewaypundit

Top hashtags:
#avenatti
#adamschiffrocks
#schiffshow
#impeachmenttrial
#schiff

Description:
Description
The graph represents a network of 12,627 Twitter users whose recent tweets contained "Schiff", 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, 22 January 2020 at 16:22 UTC.

The tweets in the network were tweeted over the 28-minute period from Wednesday, 22 January 2020 at 14:41 UTC to Wednesday, 22 January 2020 at 15:09 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 : 12627
Unique Edges : 19856
Edges With Duplicates : 2915
Total Edges : 22771
Number of Edge Types : 5
Retweet : 13576
MentionsInRetweet : 4745
Replies to : 1472
Mentions : 1661
Tweet : 1317
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.00154205839924389
Reciprocated Edge Ratio : 0.00307936823283997
Connected Components : 561
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 11598
Maximum Edges in a Connected Component : 21775
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.556194
Graph Density : 0.000126288585462592
Modularity : 0.635872
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 12,627 Twitter users whose recent tweets contained "Schiff", 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, 22 January 2020 at 16:22 UTC.

The tweets in the network were tweeted over the 28-minute period from Wednesday, 22 January 2020 at 14:41 UTC to Wednesday, 22 January 2020 at 15:09 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 : Schiff
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:
[303] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[230] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[125] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832
[54] https://www.breitbart.com/politics/2020/01/21/jay-sekulow-demolishes-adam-schiff-on-executive-privilege-by-quoting-him/
[41] https://dailycaller.com/2020/01/21/pat-cipollone-adam-schiff-holding-evidence-scif/
[37] https://www.thegatewaypundit.com/2020/01/breaking-exclusive-we-caught-him-rep-adam-schiff-caught-leaking-classified-information-from-house-committee-in-effort-to-damage-president-trump/
[31] https://www.washingtontimes.com/news/2019/sep/26/devin-nunes-rips-adam-schiffs-hunt-naked-trump-pho/
[25] https://www.thegatewaypundit.com/2020/01/want-hope-that-schiff-and-soros-might-go-down-look-to-missouri-where-a-soros-funded-prosecutor-is-set-to-plead-fifth-for-secret-work-with-lawyer-politician/
[21] https://www.thegatewaypundit.com/2020/01/rep-elise-stefanik-adam-schiff-is-being-completely-hypocritical-the-process-is-unfair-and-unconstitutional-video/
[19] https://www.dailywire.com/news/breaking-new-documents-show-democrat-adam-schiff-mischaracterized-evidence-in-impeachment-report-suggests/

Top URLs in Tweet in G1:
[4] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[3] https://townhall.com/tipsheet/leahbarkoukis/2020/01/22/report-schiff-may-have-mischaracterized-piece-of-evidence-in-impeachment-n2559918?229
[3] https://davidharrisjr.com/mark/trumps-lawyer-sekulow-absolutely-destroyed-schiff-as-impeachment-trial-begins-in-the-senate-opinion/
[2] https://twitter.com/lawyer4laws/status/1219992996151726082
[2] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2020/jan/21/record-breaking-100000-people-want-tickets-to-trum/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[2] https://hotair.com/archives/ed-morrissey/2020/01/22/politico-schiff-mischaracterize-parnas-texts/
[2] https://dailycaller.com/2020/01/21/pat-cipollone-adam-schiff-holding-evidence-scif/
[2] https://davidharrisjr.com/steven/did-adam-schiff-just-get-caught-leaking-classified-information-to-buzzfeed/
[2] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832

Top URLs in Tweet in G2:
[27] https://dailycaller.com/2020/01/21/pat-cipollone-adam-schiff-holding-evidence-scif/
[15] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832
[10] https://www.thegatewaypundit.com/2020/01/breaking-exclusive-we-caught-him-rep-adam-schiff-caught-leaking-classified-information-from-house-committee-in-effort-to-damage-president-trump/
[9] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[9] https://www.dailywire.com/news/breaking-new-documents-show-democrat-adam-schiff-mischaracterized-evidence-in-impeachment-report-suggests/
[8] https://dailycaller.com/2020/01/22/schiff-false-ukraine-texts/
[6] https://www.breitbart.com/politics/2020/01/21/jay-sekulow-demolishes-adam-schiff-on-executive-privilege-by-quoting-him/
[5] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[4] https://legalinsurrection.com/2020/01/branco-cartoon-by-the-book/
[4] https://www.msn.com/en-us/news/politics/impeachment-weary-trump-tees-off-on-sleazebags-nadler-and-schiff-says-hed-love-to-attend-trial/ar-BBZdomE?li=BBnb7Kz

Top URLs in Tweet in G3:
[39] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[25] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832
[11] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[4] https://www.breitbart.com/politics/2020/01/21/jay-sekulow-demolishes-adam-schiff-on-executive-privilege-by-quoting-him/
[3] https://dailycaller.com/2020/01/21/pat-cipollone-adam-schiff-holding-evidence-scif/
[3] https://www.zerohedge.com/political/we-need-full-investigation-bannon-accuses-maddow-schiff-and-pelosi-colluding-11th-hour
[3] https://www.politico.com/newsletters/california-playbook/2020/01/22/schiff-lofgren-launch-trump-impeachment-trial-uc-tuition-battle-rages-on-steinberg-endorses-biden-jerry-browns-doomsday-clock-prediction-la-city-council-wants-dodgers-declared-world-series-winners-billionaires-rule-bloomberg-steyer-lead-ad-spending-488120
[2] https://www.politico.com/amp/news/2020/01/21/schiff-parnas-trump-evidence-101832
[2] https://warroom.org/schiff-may-have-mischaracterized-parnas-evidence/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://twitter.com/tppatriots/status/1219822104750755841

Top URLs in Tweet in G4:
[156] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[13] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832
[12] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[4] https://www.breitbart.com/politics/2020/01/21/jay-sekulow-demolishes-adam-schiff-on-executive-privilege-by-quoting-him/
[3] https://hannity.com/media-room/sekulow-to-senate-house-judiciary-committees-impeachment-hearings-violated-the-constitution/
[3] https://hannity.com/media-room/adam-schiff-to-senate-americans-want-a-fair-impeachment-trial/
[3] https://thehill.com/blogs/in-the-know/477257-dr-drew-talks-potential-congressional-run-against-schiff-but-only-if-he-has#.XiR9u2DDCmU.twitter
[3] https://www.breitbart.com/politics/2020/01/21/schiff-trump-guilty-if-senate-rejects-democrats-demand-for-new-witnesses-evidence/
[3] https://www.youtube.com/watch?v=HiW5wET9JX4&feature=youtu.be

[2] https://twitter.com/TomFitton/status/1216055525613490177

Top URLs in Tweet in G5:
[3] https://twitter.com/GhostOfLuv3/status/1219707113104166914
[2] https://twitter.com/shimonpro/status/1219846373262155778
[1] https://news.yahoo.com/schiff-mauls-cipollone-on-impeachment-trials-first-day-233710133.html
[1] https://trib.al/0G50th8
[1] https://www.nbcnews.com/politics/trump-impeachment-inquiry/live-blog/live-trump-impeachment-senate-trial-coverage-n1119061/ncrd1119981#liveBlogHeader
[1] https://trib.al/GpdiP0c
[1] https://www.washingtonpost.com/opinions/2020/01/21/democrats-already-have-these-four-victories/
[1] https://twitter.com/JudgeJeanine/status/1219711606868914176
[1] https://www.huffpost.com/entry/trump-impeachment-defense-false_n_5e276f41c5b65dd838c0460f?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuaHVmZnBvc3QuY29tLw&guce_referrer_sig=AQAAAEdS1m_6k8oOvTjCUil6qPfYEekgmCYx8t1O_hV2JEr6k15BFCDyxL7ktst-faAjx7uO2909TsmgkN3UKZ0gQx2U-jKJqmkWj5gBfInjUOXsEBhMdCs2IMJl9CVtuskXv4YmaVbJeeAGzkcZO4ItEM5UE_LU3cbhBMQwzrAMygzA
[1] https://twitter.com/Impeach_Convict/status/1219784480149213184

Top URLs in Tweet in G6:
[40] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[24] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832
[9] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[3] https://www.theblaze.com/news/adam-schiff-apparently-mischaracterized-further-evidence-in-impeachment-report?utm_content=buffer34d16&utm_medium=referral&utm_source=twitter&utm_campaign=tw-theblaze
[3] https://truepundit.com/clinton-whistleblower-feds-probe-adam-schiff-dressed-like-egyptian-at-bizarre-sacrafice-parties-at-ed-bucks-meth-mansion/
[2] https://www.dailywire.com/news/breaking-new-documents-show-democrat-adam-schiff-mischaracterized-evidence-in-impeachment-report-suggests/
[2] https://www.foxnews.com/politics/schiff-senate-impeachment-trial-quietly-fumes-trump-lawyer-allegations
[2] https://www.politico.com/amp/news/2020/01/21/schiff-parnas-trump-evidence-101832
[2] https://www.youtube.com/watch?v=xTp6zOfyHyg

[2] https://www.foxnews.com/opinion/trump-impeachment-schiff-prosecutor-harmeet-dhillon

Top URLs in Tweet in G7:
[160] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[17] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[8] https://www.breitbart.com/politics/2020/01/21/democrat-partisanship-at-senate-impeachment-trial-sours-process-early/
[3] https://twitter.com/mzanona/status/1219785094036099072
[3] https://www.youtube.com/watch?v=2E1mOkNohl8&feature=youtu.be

[2] https://www.foxnews.com/politics/trump-says-he-prefers-witnesses-blasts-sleazebag-nadler-after-impeachment-dustup
[2] https://twitter.com/pirate_puddle/status/1219971307300765696
[2] https://video.foxnews.com/v/6125332361001/
[1] https://www.breitbart.com/politics/2020/01/21/impeachment-trial-adam-schiff-plays-deceptively-edited-video-again-misquoting-trump/
[1] https://twitter.com/charliekirk11/status/1219755987671777280

Top URLs in Tweet in G8:
[11] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[9] https://www.politico.com/news/2020/01/21/schiff-parnas-trump-evidence-101832
[9] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[2] https://www.thegatewaypundit.com/2020/01/he-cant-stop-lying-schiff-tells-senate-he-gave-republicans-equal-time-during-slap-dash-schiff-sham-when-he-blocked-their-witnesses-and-questions-video/
[2] https://www.foxnews.com/politics/schiff-senate-impeachment-trial-quietly-fumes-trump-lawyer-allegations
[2] https://www.thegatewaypundit.com/2020/01/breaking-exclusive-we-caught-him-rep-adam-schiff-caught-leaking-classified-information-from-house-committee-in-effort-to-damage-president-trump/
[2] https://twitter.com/MZanona/status/1219785094036099072
[2] https://www.breitbart.com/politics/2020/01/21/jay-sekulow-demolishes-adam-schiff-on-executive-privilege-by-quoting-him/
[2] https://trendingpolitics.com/adam-schiff-tells-witnesses-they-don-t-have-to-answer-gop-questions/
[2] https://www.washingtontimes.com/news/2019/sep/26/devin-nunes-rips-adam-schiffs-hunt-naked-trump-pho/

Top URLs in Tweet in G9:
[5] https://news.yahoo.com/schiff-mauls-cipollone-on-impeachment-trials-first-day-233710133.html
[4] https://www.rawstory.com/2020/01/adam-schiff-scolds-pam-bondi-for-trumps-witness-intimidation-to-answer-her-process-complaints/
[3] https://www.rawstory.com/2020/01/chief-justice-john-roberts-admonishes-adam-schiff-for-speech-seeking-john-boltons-testimony/
[3] https://twitter.com/angrierwhstaff/status/1219974736568102912
[3] https://www.vanityfair.com/news/2020/01/adam-schiff-pat-cipollone-impeachment?utm_medium=social&utm_social-type=owned&mbid=social_twitter&utm_brand=vf&utm_source=twitter
[2] https://www.rawstory.com/2020/01/adam-schiff-destroys-trump-lawyers-in-epic-fact-check-the-american-people-are-not-stupid/
[2] https://www.rawstory.com/2020/01/adam-schiff-schools-republican-senators-were-making-it-hard-for-you-to-say-no-to-transparency/
[2] https://www.axios.com/cipillone-schiff-impeachment-hearings-trump-7d580c7e-a44e-452e-b1b1-df9ed6c882b4.html
[2] https://www.vanityfair.com/news/2020/01/adam-schiff-pat-cipollone-impeachment?utm_source=twitter&utm_social-type=owned&mbid=social_twitter&utm_medium=social&utm_brand=vf
[2] https://www.politico.com/amp/news/2020/01/21/schiff-parnas-trump-evidence-101832?__twitter_impression=true

Top URLs in Tweet in G10:
[21] https://www.washingtontimes.com/news/2019/sep/26/devin-nunes-rips-adam-schiffs-hunt-naked-trump-pho/
[8] https://therightscoop.com/breaking-new-report-suggests-schiff-lied-about-parnas-evidence/
[5] https://kerrypicket.com/adam-schiff-mischaracterized-impeachment-evidence/
[2] https://twitter.com/politico/status/1219787118723129344
[2] https://www.theepochtimes.com/schiff-says-calling-hunter-biden-as-impeachment-witness-would-be-illegitimate_3211074.html
[2] https://www.thegatewaypundit.com/2020/01/breaking-exclusive-we-caught-him-rep-adam-schiff-caught-leaking-classified-information-from-house-committee-in-effort-to-damage-president-trump/
[2] https://www.dailywire.com/news/breaking-new-documents-show-democrat-adam-schiff-mischaracterized-evidence-in-impeachment-report-suggests/
[1] https://redstate.com/bonchie/2020/01/22/in-completely-expected-twist-adam-schiff-mischaracterized-evidence-from-lev-parnas/
[1] https://twitter.com/dbongino/status/1219966959686750208
[1] https://hotair.com/archives/ed-morrissey/2020/01/22/politico-schiff-mischaracterize-parnas-texts/

Top Domains
Top Domains in Tweet in Entire Graph:
[303] therightscoop.com
[232] kerrypicket.com
[227] twitter.com
[144] politico.com
[134] thegatewaypundit.com
[106] breitbart.com
[71] youtube.com
[56] dailycaller.com
[55] foxnews.com
[39] washingtontimes.com

Top Domains in Tweet in G1:
[10] twitter.com
[5] davidharrisjr.com
[4] townhall.com
[4] therightscoop.com
[2] shareaholic.com
[2] kerrypicket.com
[2] hotair.com
[2] dailycaller.com
[2] politico.com
[2] realclearinvestigations.com

Top Domains in Tweet in G2:
[35] dailycaller.com
[17] twitter.com
[16] politico.com
[13] breitbart.com
[12] thegatewaypundit.com
[11] dailywire.com
[9] therightscoop.com
[6] waynedupree.com
[6] legalinsurrection.com
[5] foxnews.com

Top Domains in Tweet in G3:
[39] therightscoop.com
[30] politico.com
[22] twitter.com
[11] kerrypicket.com
[6] breitbart.com
[4] dailycaller.com
[4] foxnews.com
[4] trendingpolitics.com
[3] zerohedge.com
[3] hannity.com

Top Domains in Tweet in G4:
[157] kerrypicket.com
[17] twitter.com
[15] politico.com
[12] therightscoop.com
[9] breitbart.com
[6] hannity.com
[5] youtube.com
[5] thegatewaypundit.com
[4] judicialwatch.org
[4] thehill.com

Top Domains in Tweet in G5:
[14] twitter.com
[2] trib.al
[1] yahoo.com
[1] nbcnews.com
[1] washingtonpost.com
[1] huffpost.com
[1] politico.com
[1] c-span.org
[1] foxnews.com
[1] cbs.com

Top Domains in Tweet in G6:
[40] therightscoop.com
[26] politico.com
[9] twitter.com
[9] kerrypicket.com
[4] theblaze.com
[4] foxnews.com
[3] truepundit.com
[2] dailywire.com
[2] youtube.com
[2] thefederalist.com

Top Domains in Tweet in G7:
[160] therightscoop.com
[17] kerrypicket.com
[10] breitbart.com
[9] twitter.com
[5] foxnews.com
[3] youtube.com
[2] thegatewaypundit.com
[1] politico.com
[1] realclearinvestigations.com
[1] newrightnetwork.com

Top Domains in Tweet in G8:
[12] twitter.com
[11] kerrypicket.com
[10] politico.com
[9] therightscoop.com
[7] thegatewaypundit.com
[7] breitbart.com
[5] foxnews.com
[3] twitchy.com
[2] trendingpolitics.com
[2] redstate.com

Top Domains in Tweet in G9:
[13] rawstory.com
[7] twitter.com
[7] vanityfair.com
[5] yahoo.com
[2] axios.com
[2] politico.com
[1] actionnetwork.org
[1] youtube.com
[1] pscp.tv
[1] shareaholic.com

Top Domains in Tweet in G10:
[21] washingtontimes.com
[8] therightscoop.com
[6] twitter.com
[5] thegatewaypundit.com
[5] kerrypicket.com
[3] theepochtimes.com
[2] dailywire.com
[1] redstate.com
[1] hotair.com
[1] trendingpolitics.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[482] avenatti
[289] adamschiffrocks
[230] schiffshow
[125] impeachmenttrial
[80] schiff
[67] gopcoverup
[44] complicitgop
[40] shamimpeachment
[36] jordansviewexpress
[33] kag



Top Hashtags in Tweet in G1:
[7] adamschiffrocks
[3] adamschiff
[2] gopcoverup
[2] moscowmitchcoverup
[2] trumpisguilty
[2] maga
[2] avenatti
[1] election2020
[1] america1st
[1] 2a4life

Top Hashtags in Tweet in G2:
[21] adamschiffrocks
[17] voteredtosaveamerica
[17] 2a4life
[16] america1st
[16] wwg1wga
[13] schiff
[13] impeachmenttrial
[11] kag
[9] impeachmenthoax
[8] impeachment

Top Hashtags in Tweet in G3:
[13] schiffshow
[13] impeachmenttrial
[10] avenatti
[9] adamschiff
[7] parnas
[6] kag
[6] uspeople
[6] schiff
[5] levparnas
[5] worksforme

Top Hashtags in Tweet in G4:
[154] schiffshow
[22] avenatti
[11] adamschiffrocks
[6] kag
[5] voteblue2020
[4] putinsgop
[4] votebluetosaveamerica
[4] votebluenomatterwho
[4] nancypelosirocks
[4] senate

Top Hashtags in Tweet in G5:
[10] impeachmenttrial
[4] gopcoverup
[3] trumpsremovaltrial
[3] mcconnellcoverup
[3] moscowmitch
[2] schiff
[2] trump
[2] cippolone
[2] senate
[2] adamschiffrocks

Top Hashtags in Tweet in G6:
[47] adamschiffrocks
[9] schiffshow
[8] impeachmenttrial
[8] avenatti
[3] adamschiff
[3] chiefjusticejohnroberts
[2] schiff
[2] whistleblower
[2] fakeimpeachment
[1] impeachmentsham

Top Hashtags in Tweet in G7:
[18] witchhunt
[17] schiffshow
[13] dems
[7] impeachmenthearings
[4] impeachmenttrial
[4] pettifogging
[3] senate
[2] atkinson
[2] trishregan
[2] avenatti

Top Hashtags in Tweet in G8:
[398] avenatti
[30] jordansviewexpress
[30] shamimpeachment
[17] schiffisasleezebag
[17] themoreyouknow
[17] greatawakeningworldwide
[10] schiffshow
[8] foxnews
[8] facebook
[7] exposecnn

Top Hashtags in Tweet in G9:
[144] adamschiffrocks
[44] complicitgop
[41] gopcoverup
[19] schiff
[13] impeachmenttrial
[11] morningjoe
[8] republicans
[8] trump
[7] imawake
[5] impotus

Top Hashtags in Tweet in G10:
[21] unhinged
[12] avenatti
[5] schiffshow
[2] jordansviewexpress
[2] shamimpeachment
[2] impeachmenttrial
[2] senate
[1] patcipollone
[1] cipollone
[1] goodnightvienna

Top Words
Top Words in Tweet in Entire Graph:
[13762] Words in Sentiment List#1: Positive
[28899] Words in Sentiment List#2: Negative
[194] Words in Sentiment List#3: Angry/Violent
[580242] Non-categorized Words
[622902] Total Words
[19127] schiff
[9900] adam
[5707] house
[5614] impeachment
[4614] trump

Top Words in Tweet in G1:
[1963] schiff
[1842] adam
[1723] impeachment
[1653] house
[1598] trump
[1597] later
[1593] whistleblower
[1591] breaking
[1588] according
[1586] team

Top Words in Tweet in G2:
[1780] schiff
[710] adam
[548] repadamschiff
[370] trump
[335] people
[333] house
[308] impeachment
[307] american
[289] one
[272] today

Top Words in Tweet in G3:
[2494] schiff
[1282] adam
[904] senate
[879] impeachment
[695] witnesses
[540] house
[395] democrats
[382] evidence
[369] process
[368] call

Top Words in Tweet in G4:
[1693] schiff
[777] realdonaldtrump
[719] adam
[668] impeachment
[569] coup
[508] house
[491] democrats
[441] evidence
[414] senate
[381] president

Top Words in Tweet in G5:
[1226] schiff
[509] adam
[295] cipollone
[247] vote
[236] gop
[232] chamber
[230] trump
[230] full
[213] impeachment
[210] trial

Top Words in Tweet in G6:
[1545] schiff
[986] adam
[400] lies
[368] senate
[349] democrats
[344] well
[334] one
[334] #adamschiffrocks
[290] impeachment
[277] conspiracy

Top Words in Tweet in G7:
[1384] schiff
[920] house
[820] democrats
[695] adam
[449] evidence
[423] president
[405] case
[387] republicans
[381] make
[379] information

Top Words in Tweet in G8:
[1288] schiff
[441] adam
[427] lawyer
[411] great
[398] #avenatti
[357] president
[317] parnas
[306] mr
[295] lev
[286] show

Top Words in Tweet in G9:
[1042] schiff
[697] adam
[516] people
[501] #adamschiffrocks
[495] trial
[313] american
[311] trump
[267] best
[252] asleep
[245] one

Top Words in Tweet in G10:
[777] schiff
[306] lies
[293] one
[289] lying
[277] today
[271] mr
[260] text
[260] many
[260] members
[259] impossible

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9592] adam,schiff
[2435] schiff,team
[2426] white,house
[2343] sean,misko
[2342] alleged,whistleblower
[2341] need,take
[2340] breaking,according
[2340] according,multiple
[2340] multiple,white
[2340] house,sources

Top Word Pairs in Tweet in G1:
[1838] adam,schiff
[1579] breaking,according
[1579] according,multiple
[1579] multiple,white
[1579] white,house
[1579] house,sources
[1579] sources,alleged
[1579] alleged,whistleblower
[1579] whistleblower,heard
[1579] heard,discussing

Top Word Pairs in Tweet in G2:
[649] adam,schiff
[294] american,people
[210] schiff,good
[207] good,today
[207] today,one
[207] one,impressive
[207] impressive,performances
[207] performances,lawyer
[207] lawyer,seen
[112] fair,trial

Top Word Pairs in Tweet in G3:
[1257] adam,schiff
[254] american,people
[210] down,road
[146] schiff,mischaracterized
[144] parnas,evidence
[136] lev,parnas
[129] lecture,senate
[129] duly,elected
[127] schiff,lecture
[127] senate,fairness

Top Word Pairs in Tweet in G4:
[710] adam,schiff
[277] coup,update
[235] house,democrats
[193] pelosi,schiff
[165] coup,cabal
[164] white,house
[160] breaking,according
[160] according,multiple
[160] multiple,white
[160] house,sources

Top Word Pairs in Tweet in G5:
[504] adam,schiff
[165] gop,senators
[160] senators,vote
[160] vote,acquit
[160] acquit,something
[160] something,truly
[160] truly,cleansing
[160] cleansing,national
[160] national,conscience
[160] conscience,see

Top Word Pairs in Tweet in G6:
[910] adam,schiff
[275] conspiracy,theories
[267] absolutely,one
[267] one,lies
[267] lies,promotes
[267] promotes,conspiracy
[267] theories,well
[267] well,adam
[267] schiff,best
[267] best,equal

Top Word Pairs in Tweet in G7:
[751] house,democrats
[691] adam,schiff
[377] schiff,house
[373] mcconnell,republicans
[373] republicans,letting
[373] letting,schiff
[373] democrats,make
[373] make,arguments
[373] arguments,based
[373] based,information

Top Word Pairs in Tweet in G8:
[425] adam,schiff
[398] great,lawyer
[295] lev,parnas
[255] president,zelensky
[255] documents,show
[255] founder,burisma
[252] meeting,president
[250] unredacted,documents
[247] mykola,zlochevsky
[246] schiff,claimed

Top Word Pairs in Tweet in G9:
[647] adam,schiff
[311] american,people
[179] people,see
[178] see,going
[175] one,best
[175] best,moments
[175] moments,yesterday
[175] yesterday,midnight
[175] midnight,adam
[175] schiff,reminds

Top Word Pairs in Tweet in G10:
[259] impossible,address
[259] address,lying
[259] lying,today
[259] today,schiff
[259] schiff,deliberately
[259] deliberately,editing
[259] editing,text
[259] text,perpetrate
[259] perpetrate,fraud
[259] fraud,concerning

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@repadamschiff
@byronyork
@dbongino
@marklevinshow
@jennaellisesq
@seanhannity
@mzanona
@walterdellinger
@tribelaw

Top Replied-To in G1:
@charliekirk11
@chadpergram
@lawyer4laws
@billythekid8821
@johnauten1
@barbchelette
@bcarniello
@tatobin2
@liquidlaugh
@alf_alfuller6

Top Replied-To in G2:
@repadamschiff
@walterdellinger
@tribelaw
@senatemajldr
@speakerpelosi
@lynzforcongress
@inittowinit007
@alyssa_milano
@realdonaldtrump
@cnn

Top Replied-To in G3:
@jennaellisesq
@mzanona
@marshablackburn
@repandybiggsaz
@politico
@lindseygrahamsc
@ghostofluv3
@kellabel
@gentlemanrki
@seagirl50

Top Replied-To in G4:
@realdonaldtrump
@seanhannity
@judgejeanine
@tomfitton
@jonward11
@reprickallen
@gtconway3d
@jaysekulow
@rudygiuliani
@jaketapper

Top Replied-To in G5:
@maddow
@jonward11
@davidjollyfl
@msnbc
@sethabramson
@glennkirschner2
@theplumlinegs
@jrubinblogger
@mmpadellan
@hoarsewisperer

Top Replied-To in G6:
@dbongino
@mzhemingway
@amyklobuchar
@chidinwatu
@realdonaldtrump
@apfactcheck
@repadamschiff
@ingrahamangle
@billoreilly
@timrunshismouth

Top Replied-To in G7:
@marklevinshow
@realdonaldtrump
@jasonmillerindc
@repandybiggsaz
@catmandu50
@drs295stratton
@ryanafournier
@jennaellisesq
@domenicadelia22
@congressmanhice

Top Replied-To in G8:
@byronyork
@prayingmedic
@bucksexton
@barnes_law
@bennyjohnson
@johnwhuber
@yourkiddingme5
@jaysekulow
@sykescharlie
@karluskap

Top Replied-To in G9:
@realdonaldtrump
@carmanpat2
@jillmartin0
@maddenifico
@deanobeidallah
@connieschultz
@sjredmond
@shannonfreshour
@gop
@rawstory

Top Replied-To in G10:
@varneyco
@rudygiuliani
@ices256
@randyrrquaid
@shaunbowm

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@repadamschiff
@politico
@gatewaypundit
@tomfitton
@dbongino
@judicialwatch
@breitbartnews
@jaysekulow
@potus

Top Mentioned in G1:
@politico
@realdonaldtrump
@charliekirk11
@repadamschiff
@adamschiff
@dbongino
@judicialwatch
@gatewaypundit
@calder_price
@zollie76

Top Mentioned in G2:
@repadamschiff
@realdonaldtrump
@agpambondi
@dailycaller
@potus
@gatewaypundit
@walterdellinger
@senatemajldr
@politico
@senategop

Top Mentioned in G3:
@politico
@realdonaldtrump
@jaysekulow
@dbongino
@repadamschiff
@potus
@repmarkmeadows
@donaldjtrumpjr
@lindseygrahamsc
@gop

Top Mentioned in G4:
@realdonaldtrump
@tomfitton
@judicialwatch
@stevedoocy
@foxandfriends
@politico
@repadamschiff
@gatewaypundit
@dbongino
@rudygiuliani

Top Mentioned in G5:
@clairecmc
@repadamschiff
@maddow
@norahodonnell
@waltshaub
@medit8now
@davidjollyfl
@msnbc
@tdwhy1
@olganyc1211

Top Mentioned in G6:
@dbongino
@realdonaldtrump
@politico
@repadamschiff
@pnjaban
@rudygiuliani
@ap
@senatemajldr
@potus
@lindseygrahamsc

Top Mentioned in G7:
@realdonaldtrump
@marklevinshow
@dbongino
@repadamschiff
@politico
@jaysekulow
@jasonmillerindc
@gatewaypundit
@rising_sunbeam
@orcusa1

Top Mentioned in G8:
@realdonaldtrump
@politico
@housedemocrats
@cspanwj
@repadamschiff
@gatewaypundit
@dbongino
@rudygiuliani
@byronyork
@potus

Top Mentioned in G9:
@repadamschiff
@clairecmc
@vanityfair
@sxmprogress
@repjasoncrow
@kons21
@kylegriffin1
@whitehouse
@hughjasoull

Top Mentioned in G10:
@realdonaldtrump
@rudygiuliani
@repadamschiff
@politico
@gatewaypundit
@potus
@scottadamssays
@epochtimes
@dbongino
@marklevinshow

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@jim_peoples_
@commonpatriot
@mattmurph24
@cagney1991
@sharneal
@gottalaff
@davidjones720
@debrammason1
@dclarediane

Top Tweeters in G1:
@israelnewslinks
@roylmurry425
@miller_gwen
@mjgranger1
@riggyqueen
@artmanjanet
@patriciabride
@raghuaiyar
@nexus7900
@goldwaterkid65

Top Tweeters in G2:
@alerttrade
@debrammason1
@thehill
@rhiles2760
@windmillcharger
@billieo2
@petefrt
@alicia45kag
@dcexaminer
@wltx

Top Tweeters in G3:
@miltonespinozaf
@joec1776
@owlwoman911_
@zwoodbutcher
@tia6sc
@friendlyjmc
@thornedella
@dykstradame
@jamierodr14
@debtarkon

Top Tweeters in G4:
@sharneal
@texasfreedom101
@icare4america16
@au_bebe
@sunilkumaraus
@holmesdonna1
@lindasuhler
@beanfrompa
@terrydvl
@siaayrom

Top Tweeters in G5:
@cagney1991
@kenkircher1
@justwhatnowwhy
@lindacollins11
@mdjacksondallas
@castonchris
@sylviaz1913
@jrbkjrbk
@newsofmideast
@stormyvnv

Top Tweeters in G6:
@patriotmarie
@mdlmurray
@ladyredwave
@usacsmret
@jtlol
@markosket
@kahlersabrina
@gcamp4
@tony_sanky
@mom2gbd

Top Tweeters in G7:
@reneecarrollaz
@usalivestrong
@drawandstrike
@jetrotter
@maryosb36485285
@noprezzie2012
@cookielucky13
@emmy600
@frodo3245
@realwendyteresa

Top Tweeters in G8:
@1catherinesiena
@jimdwrench
@danna_palmer
@jjmac55
@cheri_kentucky
@healthmaturesex
@vivianmtl
@eversfam
@gracecourtwrig3
@wvtrump

Top Tweeters in G9:
@gottalaff
@yarosisnancy
@ggg_says
@mog7546
@phendricks71
@princessbravato
@afaduln2
@bmangh
@sandi_childs
@chholte

Top Tweeters in G10:
@bfrasier1951
@horseshort
@thereseosulliv2
@mindfulnesswins
@dgaliger2
@gmanfan45
@roket_gal
@coyhamp
@livnwlupus
@shortman5427


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