Scaramucci, Twitter, 10/17/2020 3:52:23 AM, 238135


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Scaramucci_2020-10-16_19-34-58.xlsx
Scaramucci_2020-10-16_19-34-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 17, 2020
Short Description:
Scaramucci via NodeXL https://bit.ly/31h1ZGK
@scaramucci
@realjameswoods
@projectlincoln
@jaketapper
@gtconway3d
@realdonaldtrump
@timcast
@ap
@thebradfordfile
@stevescully

Top hashtags:
#foxnews
#trumpderangementsyndrome
#nyc
#bidenharris2020
#trump
#vote
#trump2020

Description:
Description
The graph represents a network of 15,364 Twitter users whose recent tweets contained "Scaramucci", 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 Saturday, 17 October 2020 at 03:03 UTC.

The tweets in the network were tweeted over the 1-day, 0-hour, 23-minute period from Friday, 16 October 2020 at 02:11 UTC to Saturday, 17 October 2020 at 02:34 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 : 15364
Unique Edges : 25517
Edges With Duplicates : 9094
Total Edges : 34611
Number of Edge Types : 5
Replies to : 11278
Retweet : 7756
Tweet : 1004
Mentions : 9316
MentionsInRetweet : 5257
Self-Loops : 1060
Reciprocated Vertex Pair Ratio : 0.00889537003281079
Reciprocated Edge Ratio : 0.0176338801763388
Connected Components : 783
Single-Vertex Connected Components : 633
Maximum Vertices in a Connected Component : 14310
Maximum Edges in a Connected Component : 33535
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.914775
Graph Density : 0.000117244264771019
Modularity : 0.528393
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 15,364 Twitter users whose recent tweets contained "Scaramucci", 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 Saturday, 17 October 2020 at 03:03 UTC.

The tweets in the network were tweeted over the 1-day, 0-hour, 23-minute period from Friday, 16 October 2020 at 02:11 UTC to Saturday, 17 October 2020 at 02:34 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 : Scaramucci
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:
[1092] https://twitter.com/scaramucci/status/1316831142755082240
[858] https://twitter.com/scaramucci/status/1317186680487661570
[418] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5
[185] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[128] https://www.foxnews.com/media/scaramucci-decries-cancel-culture-after-steve-scully-suspended-for-lying-about-twitter-hack
[97] https://www.dailymail.co.uk/news/article-8845149/C-SPAN-suspends-political-editor-Steve-Scully-LYING-twitter-account-hacked.html
[94] https://twitter.com/scaramucci/status/1316924145633054721
[89] https://twitter.com/samstein/status/1314569235302092801
[81] https://twitter.com/Scaramucci/status/1316924145633054721
[80] https://twitter.com/Scaramucci/status/1316831142755082240

Top URLs in Tweet in G1:
[54] https://twitter.com/scaramucci/status/1316831142755082240
[52] https://nationalpost.com/news/world/weaker-sicker-poorer-anthony-scaramucci-on-donald-trumps-legacy-and-the-u-s-election?utm_source=Twitter&utm_medium=organic_fb_tw&utm_campaign=broadsheet_promo#Echobox=1602866966
[36] https://twitter.com/scaramucci/status/1309816066772791297
[15] https://www.sltrib.com/news/politics/2020/10/16/utah-politics-podcast/
[15] https://twitter.com/scaramucci/status/1317186680487661570
[11] https://twitter.com/davidmackau/status/1316822775357734912
[10] https://twitter.com/Scaramucci/status/1316831142755082240
[9] https://twitter.com/SteveSchmidtSES/status/1317202350315065348
[9] https://twitter.com/Scaramucci/status/1316924145633054721
[8] https://www.foxnews.com/media/scaramucci-decries-cancel-culture-after-steve-scully-suspended-for-lying-about-twitter-hack

Top URLs in Tweet in G2:
[94] https://www.dailymail.co.uk/news/article-8845149/C-SPAN-suspends-political-editor-Steve-Scully-LYING-twitter-account-hacked.html
[70] https://www.foxnews.com/media/scaramucci-decries-cancel-culture-after-steve-scully-suspended-for-lying-about-twitter-hack
[43] https://thepostmillennial.com/breaking-c-span-suspends-political-editor-indefinitely-after-admitting-he-lied-about-his-twitter-being-hacked
[40] https://twitter.com/scaramucci/status/1317186680487661570
[35] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5
[24] https://twitter.com/Scaramucci/status/1317186680487661570
[18] https://twitter.com/scaramucci/status/1316831142755082240
[16] https://twitter.com/scaramucci/status/1316924145633054721
[10] https://twitter.com/scaramucci/status/1317105976336670724
[8] https://twitter.com/scaramucci/status/1317131557744816128

Top URLs in Tweet in G3:
[978] https://twitter.com/scaramucci/status/1316831142755082240
[83] https://twitter.com/samstein/status/1314569235302092801
[17] https://twitter.com/Scaramucci/status/1316831142755082240
[12] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5
[5] https://twitter.com/davidmackau/status/1316822775357734912
[4] https://www.foxnews.com/media/debate-moderator-steve-scully-raises-eyebrows-with-tweet-asking-scaramucci-should-i-respond-to-trump
[3] https://www.foxnews.com/politics/c-span-suspends-steve-scully-indefinitely-after-he-admits-he-lied-about-his-twitter-being-hacked
[3] https://www.independent.co.uk/news/world/americas/cspan-suspends-scully-after-he-admits-to-lie-about-hack-donald-trump-anthony-scaramucci-cspan-hack-news-b1054638.html
[2] https://bigleaguepolitics.com/cspan-suspends-debate-moderator-steve-scully-after-he-admits-to-lying-about-scaramucci-twitter-hack/
[2] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow

Top URLs in Tweet in G4:
[659] https://twitter.com/scaramucci/status/1317186680487661570
[7] https://twitter.com/Scaramucci/status/1316924145633054721
[6] https://eenvandaag.avrotros.nl/item/oud-woordvoerder-trump-voert-nu-campagne-tegen-de-president-hij-was-al-gek-in-2016-en-hij-is-allee/
[4] https://twitter.com/Scaramucci/status/1316901789250297857
[3] https://www.mooch.fm/s-v-date-dr-bandy-lee-matthew-parris/
[2] https://twitter.com/Scaramucci/status/1316885774244118528
[1] https://www.sltrib.com/news/politics/2020/10/16/utah-politics-podcast/
[1] https://twitter.com/scaramucci/status/1317279970448859138
[1] https://twitter.com/ryanobles/status/1317222963058495490
[1] https://twitter.com/scaramucci/status/1309816066772791297

Top URLs in Tweet in G5:
[54] https://www.mooch.fm/s-v-date-dr-bandy-lee-matthew-parris/
[43] https://twitter.com/scaramucci/status/1317186680487661570
[13] https://twitter.com/Scaramucci/status/1316885774244118528
[11] https://www.mooch.fm/
[9] https://twitter.com/scaramucci/status/1309816066772791297
[8] http://salt.org/talks/register?utm_campaign=SALT%20Talks&utm_content=141705065&utm_medium=social&utm_source=twitter&hss_channel=tw-63614947
[7] https://bandylee.com/
[6] https://nationalpost.com/news/world/weaker-sicker-poorer-anthony-scaramucci-on-donald-trumps-legacy-and-the-u-s-election?utm_source=Twitter&utm_medium=organic_fb_tw&utm_campaign=broadsheet_promo#Echobox=1602866966
[4] https://player.siriusxm.ca/live/CanadaTalks
[4] https://twitter.com/SXMCanadaTalks/status/1317158021500407821

Top URLs in Tweet in G6:
[40] https://www.sltrib.com/news/politics/2020/10/16/utah-politics-podcast/
[13] https://www.wsj.com/articles/more-americans-are-renouncing-their-citizenship-11602840602?redirect=amp#click=https://t.co/FaIeymTOQq
[11] https://twitter.com/scaramucci/status/1317186680487661570
[4] https://nationalpost.com/news/world/weaker-sicker-poorer-anthony-scaramucci-on-donald-trumps-legacy-and-the-u-s-election?utm_source=Twitter&utm_medium=organic_fb_tw&utm_campaign=broadsheet_promo#Echobox=1602866966
[3] https://twitter.com/scaramucci/status/1309816066772791297
[2] https://www.mooch.fm/s-v-date-dr-bandy-lee-matthew-parris/
[2] https://www.americanexpatfinance.com/news/item/514-republicans-overseas-calls-for-executive-order-to-help-expats
[2] https://www.wsj.com/articles/more-americans-are-renouncing-their-citizenship-11602840602
[2] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5
[1] https://www.cnn.com/2020/10/16/politics/donald-trump-criticism-from-former-administration-officials/index.html

Top URLs in Tweet in G7:
[55] https://twitter.com/scaramucci/status/1317186680487661570
[48] https://twitter.com/Scaramucci/status/1316924145633054721
[45] https://twitter.com/scaramucci/status/1316924145633054721
[40] https://twitter.com/scaramucci/status/1317105976336670724
[36] https://www.foxnews.com/media/scaramucci-decries-cancel-culture-after-steve-scully-suspended-for-lying-about-twitter-hack
[35] https://twitter.com/Scaramucci/status/1317105976336670724
[34] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5
[34] https://twitter.com/Scaramucci/status/1317186680487661570
[31] https://twitter.com/Scaramucci/status/1316831142755082240
[17] https://twitter.com/scaramucci/status/1316831142755082240

Top URLs in Tweet in G8:
[26] https://www.citizensforethics.org/reports-investigations/crew-reports/president-trumps-3400-conflicts-of-interest/
[8] https://nymag.com/intelligencer/amp/2020/10/biden-emails-burisma-rudy-giulliani-russian-hackers-ukraine-new-york-post.html
[4] http://deal.One
[4] https://twitter.com/scaramucci/status/1317186680487661570
[4] https://publicintegrity.org/politics/elections/fbi-tracked-alleged-russian-mob-ties-of-giuliani-campaign-supporter/
[3] https://twitter.com/Scaramucci/status/1317105976336670724
[3] https://www.thedailybeast.com/man-who-reportedly-gave-hunters-laptop-to-rudy-speaks-out-in-bizarre-interview
[2] https://twitter.com/moscow_project/status/1223078010125004800
[2] https://threadreaderapp.com/thread/1316709187301388288.html
[1] https://www.audible.com/pd/Disloyal-A-Memoir-Audiobook/B08HNG2KC7

Top URLs in Tweet in G9:
[9] https://twitter.com/scaramucci/status/1317186680487661570
[8] https://twitter.com/Scaramucci/status/1317186680487661570
[4] https://twitter.com/projectlincoln/status/1317202951375519746
[3] https://twitter.com/Scaramucci/status/1317112587214114816
[1] https://www.mooch.fm/s-v-date-dr-bandy-lee-matthew-parris/
[1] https://twitter.com/Scaramucci/status/1316885774244118528
[1] https://bandylee.com/
[1] https://in.reuters.com/article/usa-election-electoral-college-explainer-idINKBN26X180
[1] https://www.nytimes.com/2018/09/05/opinion/trump-white-house-anonymous-resistance.html
[1] https://twitter.com/jackdietrich/status/1037538308845449216?s=21

Top URLs in Tweet in G10:
[167] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[13] https://www.independent.co.uk/arts-entertainment/tv/reviews/the-trump-show-review-bbc-white-house-scaramucci-apprentice-b1045336.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1602829338
[6] https://apnews.com/article/virus-outbreak-joe-biden-donald-trump-anthony-scaramucci-4657ccd8f5e51d1ce113290b9304f9d5
[6] https://trib.al/Z2wOYwd
[1] https://www.king5.com/article/news/crime/man-suspected-in-deadly-portland-shooting-reportedly-killed-by-police-in-lacey/281-b5385aed-daa7-4280-9be7-28ee80ece41e
[1] https://twitter.com/scaramucci/status/1317186680487661570
[1] https://twitter.com/scaramucci/status/1317132108389908481
[1] https://www.westernjournal.com/newly-declassified-doc-exposes-obama-role-hillarys-russia-collusion-plot-trump/amp/?__twitter_impression=true
[1] https://twitter.com/Scaramucci/status/1316827187228573696
[1] https://twitter.com/scaramucci/status/1316831142755082240

Top Domains
Top Domains in Tweet in Entire Graph:
[3350] twitter.com
[608] apnews.com
[159] foxnews.com
[122] co.uk
[82] mooch.fm
[74] nationalpost.com
[67] sltrib.com
[57] youtube.com
[43] thepostmillennial.com
[26] citizensforethics.org

Top Domains in Tweet in G1:
[287] twitter.com
[53] nationalpost.com
[17] youtube.com
[15] sltrib.com
[10] foxnews.com
[9] apnews.com
[8] forbes.com
[4] cnn.com
[4] mooch.fm
[4] nypost.com

Top Domains in Tweet in G2:
[316] twitter.com
[95] co.uk
[82] foxnews.com
[43] thepostmillennial.com
[40] apnews.com
[9] youtube.com
[7] sltrib.com
[6] nationalpost.com
[5] nypost.com
[4] forbes.com

Top Domains in Tweet in G3:
[1087] twitter.com
[14] apnews.com
[7] foxnews.com
[3] co.uk
[2] bigleaguepolitics.com
[2] youtube.com
[1] breakingfirst.com

Top Domains in Tweet in G4:
[682] twitter.com
[6] avrotros.nl
[3] mooch.fm
[1] sltrib.com
[1] msn.com
[1] tmz.com
[1] cnbc.com
[1] youtube.com

Top Domains in Tweet in G5:
[102] twitter.com
[67] mooch.fm
[9] salt.org
[7] bandylee.com
[6] nationalpost.com
[5] forbes.com
[4] siriusxm.ca
[3] apple.com
[2] soundcloud.com
[2] sltrib.com

Top Domains in Tweet in G6:
[40] sltrib.com
[19] twitter.com
[15] wsj.com
[4] nationalpost.com
[3] mooch.fm
[3] apnews.com
[2] americanexpatfinance.com
[1] cnn.com
[1] thedailybeast.com
[1] splinternews.com

Top Domains in Tweet in G7:
[519] twitter.com
[41] foxnews.com
[38] apnews.com
[7] co.uk
[5] redstate.com
[3] tweetedtimes.com
[2] youtube.com
[2] msn.com
[2] avrotros.nl
[2] nationalpost.com

Top Domains in Tweet in G8:
[26] citizensforethics.org
[15] twitter.com
[8] nymag.com
[4] deal.one
[4] publicintegrity.org
[3] thedailybeast.com
[2] mooch.fm
[2] threadreaderapp.com
[1] audible.com
[1] sltrib.com

Top Domains in Tweet in G9:
[28] twitter.com
[1] mooch.fm
[1] bandylee.com
[1] reuters.com
[1] nytimes.com
[1] youtube.com

Top Domains in Tweet in G10:
[173] apnews.com
[14] co.uk
[6] trib.al
[4] twitter.com
[1] king5.com
[1] westernjournal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[99] foxnews
[97] trumpderangementsyndrome
[59] nyc
[52] bidenharris2020
[49] trump
[44] vote
[30] trump2020
[27] votebidenharris2020
[25] crookedjoebiden
[22] turntexasblue



Top Hashtags in Tweet in G1:
[18] delusionaldon
[17] crookedjoebiden
[15] bidenharris2020
[15] trump2020landslide
[9] trump2020
[7] votehimout
[6] vote
[6] votebidenharris2020
[6] votethemallout
[5] unfit

Top Hashtags in Tweet in G2:
[94] trumpderangementsyndrome
[69] foxnews
[29] trump
[21] turntexasblue
[20] stopthecoup
[20] russiareport
[18] vote
[14] bluetsunami
[12] bidenharris2020
[10] joebiden

Top Hashtags in Tweet in G3:
[5] stevescully
[3] trump2020
[3] joebiden
[3] nevertrumper
[3] election2020
[2] democratsarecorrupt
[2] trumplandslide2020
[1] douchebag
[1] kag2020
[1] 4moreyears

Top Hashtags in Tweet in G4:
[2] trump2020landslide
[2] maga
[2] trump2020
[1] vote
[1] confirmacb
[1] trumpisthevirus
[1] voteredtosaveamerica2020
[1] amyconeybarrettscotus
[1] morningjoe
[1] factsmatter

Top Hashtags in Tweet in G5:
[56] nyc
[9] salttalks
[7] krystalnation
[4] siriusxm
[4] billiondollardebt
[3] votelikeyourlifedependsonit
[2] vote
[2] trumpmeltdown
[2] rickgaetz
[2] rickgates

Top Hashtags in Tweet in G6:
[13] utpol
[8] election2020
[6] politics
[6] podcast
[6] news
[3] trump
[2] biden
[2] midgetmooch
[1] trump2020landslide
[1] rudycolludy

Top Hashtags in Tweet in G7:
[16] foxnews
[7] scaramucci
[7] votebidenharris2020
[6] bidenharris2020
[5] election2020
[5] vote
[4] stevescully
[4] biden
[4] blametrump
[3] votebiden

Top Hashtags in Tweet in G8:
[9] dopeydon
[9] covid19
[9] unmaga
[9] humptytrumpty
[9] bidenharrislandslide2020
[6] bidenharris2020
[2] bluetsunami
[2] votebidenharris2020
[2] enoughisenough
[2] patriot

Top Hashtags in Tweet in G9:
[9] bidenharris2020
[8] voteblue2020
[3] votebidenharristoendthisnightmare
[2] trumpstink
[2] vote
[1] whoisanonymous
[1] gopcomplicittraitors
[1] losertrump
[1] trumpisalaughingstock
[1] flushtheturdnov3rd

Top Hashtags in Tweet in G10:
[1] cspan
[1] scully
[1] suspension

Top Words
Top Words in Tweet in Entire Graph:
[14407] scaramucci
[5763] trump
[1868] president
[1853] anthony
[1534] scully
[1504] one
[1337] fired
[1301] well
[1300] job
[1185] hacked

Top Words in Tweet in G1:
[6656] scaramucci
[2157] trump
[770] respond
[407] president
[344] never
[343] right
[290] one
[261] biden
[261] lied
[253] debate

Top Words in Tweet in G2:
[2662] scaramucci
[967] realdonaldtrump
[594] trump
[543] joebiden
[365] cspan
[362] stevescully
[357] anthony
[288] twitter
[277] savannahguthrie
[260] scully

Top Words in Tweet in G3:
[1265] trump
[981] president
[980] fired
[979] well
[976] week
[972] job
[970] served
[968] nation
[318] scaramucci
[124] scully

Top Words in Tweet in G4:
[780] projectlincoln
[669] one
[659] sounds
[659] ad
[657] audience
[230] scaramucci
[57] trump
[24] president
[23] gtconway3d
[21] book

Top Words in Tweet in G5:
[540] michaelcohen212
[507] tonyschwartz
[466] know
[452] scaramucci
[451] truth
[168] 12
[112] agree
[112] issues
[70] anthony
[63] former

Top Words in Tweet in G6:
[854] scaramucci
[760] taylor
[421] jaketapper
[407] people
[398] anthony
[397] former
[397] more
[395] kelly
[383] fiona
[383] rick

Top Words in Tweet in G7:
[137] scaramucci
[94] scully
[92] trump
[69] steve
[47] suspension
[44] 'cancel
[42] one
[42] culture'
[39] decries
[38] anthony

Top Words in Tweet in G8:
[827] scaramucci
[312] trump
[175] daniellecandela
[152] know
[140] biden
[122] matters
[116] book
[111] joe
[111] one
[82] president

Top Words in Tweet in G9:
[520] scaramucci
[107] book
[88] 'it
[83] john_sipher
[71] trump
[64] anonymous
[55] much
[55] read
[49] right
[47] two

Top Words in Tweet in G10:
[355] hacked
[261] scaramucci
[214] trump
[193] political
[190] scully
[186] twitter
[186] being
[183] lying
[181] span
[181] anthony

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1611] anthony,scaramucci
[1370] president,trump
[1081] steve,scully
[1059] week,job
[1057] fired,week
[1054] trump,served
[1054] served,nation
[1054] nation,well
[1054] well,fired
[825] scaramucci,respond

Top Word Pairs in Tweet in G1:
[762] scaramucci,respond
[743] respond,trump
[249] president,trump
[200] debate,moderator
[182] trump,right
[179] second,debate
[178] never,happened
[178] right,everything
[177] moderator,suspended
[177] suspended,indefinitely

Top Word Pairs in Tweet in G2:
[471] scaramucci,realdonaldtrump
[248] savannahguthrie,joebiden
[247] realdonaldtrump,savannahguthrie
[240] anthony,scaramucci
[187] being,hacked
[147] realdonaldtrump,cspan
[142] political,editor
[137] editor,stevescully
[124] twitter,account
[101] lying,twitter

Top Word Pairs in Tweet in G3:
[974] president,trump
[968] trump,served
[968] served,nation
[968] nation,well
[968] well,fired
[968] fired,week
[968] week,job
[115] anthony,scaramucci
[114] steve,scully
[95] being,hacked

Top Word Pairs in Tweet in G4:
[657] sounds,projectlincoln
[657] projectlincoln,audience
[657] audience,one
[657] one,ad
[82] scaramucci,projectlincoln
[26] projectlincoln,scaramucci
[10] anthony,scaramucci
[9] scaramucci,chance
[9] chance,speak
[9] speak,mattered

Top Word Pairs in Tweet in G5:
[504] michaelcohen212,tonyschwartz
[446] know,truth
[444] truth,michaelcohen212
[112] agree,12
[112] 12,issues
[75] scaramucci,michaelcohen212
[67] anthony,scaramucci
[56] scaramucci,former
[56] former,#nyc
[56] #nyc,mayor

Top Word Pairs in Tweet in G6:
[398] anthony,scaramucci
[382] olivia,troye
[382] alexander,vindman
[382] sally,yates
[382] fiona,hill
[380] troye,alexander
[380] vindman,sally
[380] yates,miles
[380] miles,taylor
[380] taylor,phillip

Top Word Pairs in Tweet in G7:
[65] steve,scully
[42] 'cancel,culture'
[39] scaramucci,decries
[39] scully,suspension
[38] decries,'cancel
[38] culture',steve
[32] anthony,scaramucci
[15] span,suspends
[15] suspension,#foxnews
[13] political,editor

Top Word Pairs in Tweet in G8:
[174] daniellecandela,scaramucci
[108] joe,biden
[68] melania,work
[65] president,trump
[48] michael,cohen
[47] last,night
[46] scaramucci,chance
[46] speak,mattered
[46] book,purchased
[46] bolton's,book

Top Word Pairs in Tweet in G9:
[76] john_sipher,scaramucci
[45] white,house
[44] scaramucci,christopher
[44] christopher,buckley
[44] buckley,white
[44] house,memoirs
[44] memoirs,two
[44] two,themes
[44] themes,'it
[44] 'it,fault'

Top Word Pairs in Tweet in G10:
[181] anthony,scaramucci
[180] being,hacked
[179] political,editor
[179] admitted,lying
[179] lying,twitter
[179] steve,scully
[179] former,trump
[179] trump,aide
[173] twitter,account
[169] span,suspends

Top Replied-To
Top Replied-To in Entire Graph:
@scaramucci
@jaketapper
@realdonaldtrump
@daniellecandela
@sethdillon
@mittromney
@john_sipher
@realjameswoods
@porter_anderson
@deidrescaramuc2

Top Replied-To in G1:
@scaramucci
@sethdillon
@rmielr
@nationalpost
@tombossert
@briantylercohen
@voteisantidote
@stuartpstevens
@lynnlearict
@billfsuny

Top Replied-To in G2:
@scaramucci
@realdonaldtrump
@deidrescaramuc2
@davidfrum
@joebiden
@davemisura1
@avindman
@tducklo
@crypt0e
@tidalwayve

Top Replied-To in G3:
@realjameswoods
@scaramucci
@susanstjames3
@seanmdav
@mikepouraryan
@calitrumplady
@jaketapper
@lodov2417
@trumps1stfan1
@voteisantidote

Top Replied-To in G4:
@scaramucci
@projectlincoln
@gtconway3d
@billkristol
@enes69
@vickyinoregon
@tomvanteinde
@unisourceg
@realdonaldtrump
@karol

Top Replied-To in G5:
@scaramucci
@michaelcohen212
@donald_j_putin
@stuartpstevens
@saltconference
@sicklytheninja
@wineguru007
@otpor17
@montelnoelle
@moochfm

Top Replied-To in G6:
@jaketapper
@scaramucci
@mittromney
@porter_anderson
@palmerreport
@oenophiletravel
@jenniferjjacobs
@steveschmidtses
@zerlinashow
@schotthappens

Top Replied-To in G8:
@scaramucci
@daniellecandela
@_reaalamerican_
@patricknova6
@jmfdsj
@ajdelgado13
@lillygram
@morde110
@davidmweissman
@truthwins22

Top Replied-To in G9:
@scaramucci
@john_sipher
@daniellecandela
@angrierwhstaff
@mominsweats
@chrisdu38195838
@labyrinthweaver
@jackienew182
@urocklive1
@smc429

Top Replied-To in G10:
@brianstelter
@catmandu13
@fromseedtoseed
@ohialehuamaui
@lounar1931
@upcaman
@hippiesmom1964
@codytidwell9
@scaramucci
@modernaphrodite

Top Mentioned
Top Mentioned in Entire Graph:
@scaramucci
@projectlincoln
@realdonaldtrump
@michaelcohen212
@joebiden
@tonyschwartz
@stevescully
@cspan
@savannahguthrie
@gop

Top Mentioned in G1:
@scaramucci
@bensasse
@rmielr
@magician603
@realdonaldtrump
@projectlincoln
@cjbaum0317
@rednordic
@joebiden
@sethdillon

Top Mentioned in G2:
@scaramucci
@realdonaldtrump
@joebiden
@cspan
@stevescully
@savannahguthrie
@gop
@joyannreid
@tducklo
@twitter

Top Mentioned in G3:
@scaramucci
@projectlincoln
@stevescully
@realjameswoods
@realdonaldtrump
@ericmmatheny
@frenchblonde35
@psychometalhed
@potus
@visitor22

Top Mentioned in G4:
@projectlincoln
@scaramucci
@gtconway3d
@eenvandaag
@therickwilson
@johnpavlovitz
@repsforbiden
@johnwdean
@walshfreedom
@joebiden

Top Mentioned in G5:
@michaelcohen212
@tonyschwartz
@scaramucci
@moochfm
@bandyxlee1
@projectlincoln
@ltghrmcmaster
@svdate
@saltconference
@skybridge

Top Mentioned in G6:
@scaramucci
@mittromney
@schotthappens
@sltrib
@jaketapper
@maryltrump
@realdonaldtrump
@michaelcohen212
@projectlincoln
@tonyschwartz

Top Mentioned in G8:
@scaramucci
@daniellecandela
@rockiesfan7
@allicia19771
@lillygram
@ajdelgado13
@davidmweissman
@truthwins22
@philly_texan
@irishgalinoz

Top Mentioned in G9:
@scaramucci
@john_sipher
@juliem0rcombe
@daniellecandela
@melodyfritchley
@angrierwhstaff
@jackienew182
@kurtbardella
@chrisdu38195838
@realdonaldtrump

Top Mentioned in G10:
@scaramucci
@brianstelter
@dbauder
@eric_williams_1
@fromseedtoseed
@codytidwell9
@ap
@lounar1931
@moon32535996
@meherinlondon

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriangoski
@filafresh
@chris_1791
@threadreaderapp
@cloudwanderer3
@cagney1991
@independent
@jjauthor
@saki_tokyojapan
@britpoptarts

Top Tweeters in G1:
@cloudwanderer3
@patriot_girl_tx
@princessbibirf_
@mooncindylu
@castonchris
@jayoung1892
@c_coolidge
@dinaj
@biasedgirl
@sunnyblondie

Top Tweeters in G2:
@filafresh
@chris_1791
@onahunttoday
@pollsstar
@denniskoch10
@twright55
@mdlmurray
@tallyannae
@rolandsmartin
@mardigroan

Top Tweeters in G3:
@juanmuriangoski
@jjauthor
@starcoreone02
@usalivestrong
@schwingcat
@pitoloco2021
@mzee26
@ele9061
@kurtschlichter
@euridiceguerra

Top Tweeters in G4:
@paulstewartii
@unlewis
@micjojd
@linda1746
@reevynap
@buffaloon
@rrnunez
@redboybroken
@vg123e
@squirrel1110

Top Tweeters in G5:
@79topper
@teram323tere
@mjgarciakcmo
@ajgma
@hockeyfangirl12
@lllwry
@deathtocrazy
@debrob1947
@snw106
@dwntwndave

Top Tweeters in G6:
@cagney1991
@debilu2
@paxnostrum
@lisakbromley
@antarianrani
@riseupabove
@samy45
@moveprofphd
@kakabouie
@frankie5563

Top Tweeters in G7:
@andyvermaut
@davidjones720
@mdjacksondallas
@supermanhotmale
@starrick1
@srauer20
@maripuerta
@wakeupcanada1
@dianesbaker1
@vajapeyam

Top Tweeters in G8:
@threadreaderapp
@whirledcitizen_
@boandsunny
@_reaalamerican_
@cabird6
@swoozyqyah
@thedailybeast
@dianacialino
@1401bonniek
@pimamanggala

Top Tweeters in G9:
@britpoptarts
@beverly21811568
@burnettcynthia
@glassriverjewel
@kcolaizzo
@weskusgogga
@_dralaterdzo
@herbsistah
@bengin1003
@stunnedvoter

Top Tweeters in G10:
@independent
@mikedesai
@russmove
@wildangel6
@pebblegreen2
@pelleg1gabriell
@jeb1149
@ruchiohu
@ap
@thereisanocean