Messing Trump, Twitter, 9/2/2019 2:47:03 AM, 208405
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Messing Trump_2019-09-01_13-55-53.xlsx
Messing Trump_2019-09-01_13-55-53.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 02, 2019
Short Description:
Messing Trump via NodeXL http://bit.ly/2PzIPs0
@debramessing
@proudresister
@realdonaldtrump
@marksimoneny
@palmerreport
@mmpadellan
@thehill
@waynedupreeshow
@strandjunker
@funder

Top hashtags:
#trump
#debramessing
#foxnews
#beverlyhills
#odessa
#hurricanedorian

Description:
Description
The graph represents a network of 13,793 Twitter users whose recent tweets contained "Messing 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 Monday, 02 September 2019 at 01:35 UTC.

The tweets in the network were tweeted over the 5-hour, 19-minute period from Sunday, 01 September 2019 at 15:47 UTC to Sunday, 01 September 2019 at 21:06 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 : 13793
Unique Edges : 23347
Edges With Duplicates : 3835
Total Edges : 27182
Self-Loops : 1073
Reciprocated Vertex Pair Ratio : 0.00104110273601799
Reciprocated Edge Ratio : 0.00208003993676679
Connected Components : 753
Single-Vertex Connected Components : 617
Maximum Vertices in a Connected Component : 12813
Maximum Edges in a Connected Component : 26190
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.195998
Graph Density : 0.000126360793993658
Modularity : 0.590898
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[688] https://www.foxnews.com/entertainment/debra-messing-black-trump-supporters-ill
[421] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[297] https://dailycaller.com/2019/09/01/debra-messing-black-trump-supporters-mental-ill/
[99] https://trib.al/Bjryp1m
[88] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people?__twitter_impression=true
[87] https://www.politicususa.com/2019/09/01/debra-messing-trump.html
[85] https://twitter.com/i/events/1168187294890614784
[83] https://www.palmerreport.com/analysis/debra-messing-trump-gets-donald/20527/
[76] https://www.thegatewaypundit.com/2019/09/president-trump-nukes-washed-up-trump-hating-actress-debra-messing-she-called-me-sir/
[56] https://www.independent.co.uk/news/world/americas/us-politics/trump-news-latest-hurricane-dorian-debra-messing-will-and-grace-apprentice-a9087601.html

Top URLs in Tweet in G1:
[102] https://www.foxnews.com/entertainment/debra-messing-black-trump-supporters-ill
[34] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[30] https://dailycaller.com/2019/09/01/debra-messing-black-trump-supporters-mental-ill/
[26] https://celebrityinsider.org/eric-mccormack-and-debra-messing-face-backlash-over-response-to-hollywood-trump-fundraiser-316633/
[15] https://www.breitbart.com/entertainment/2019/09/01/trump-mocks-debra-messing/
[14] https://www.foxnews.com/entertainment/debra-messing-eric-mccormack-trump-fundraiser-blacklist
[11] http://variety.com/?p=1203320671
[10] https://pagesix.com/2019/08/31/debra-messing-eric-mccormack-angry-over-hollywood-trump-fundraiser/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[9] https://www.independent.co.uk/news/world/americas/us-politics/trump-news-latest-hurricane-dorian-debra-messing-will-and-grace-apprentice-a9087601.html
[8] https://nypost.com/2019/09/01/trump-rips-debra-messing-for-wanting-to-shame-his-campaign-donors/?utm_campaign=iosapp&utm_source=twitter_app

Top URLs in Tweet in G2:
[234] https://dailycaller.com/2019/09/01/debra-messing-black-trump-supporters-mental-ill/
[86] https://trib.al/Bjryp1m
[73] https://www.foxnews.com/entertainment/debra-messing-black-trump-supporters-ill
[54] https://www.thegatewaypundit.com/2019/09/president-trump-nukes-washed-up-trump-hating-actress-debra-messing-she-called-me-sir/
[43] https://www.redjournalists.com/trump-hits-debra-messing-hard-for-wanting-to-shame-his-supporters/
[27] https://www.breitbart.com/entertainment/2019/09/01/trump-mocks-debra-messing/
[26] https://www.breitbart.com/entertainment/2019/09/01/debra-messing-celebrates-sign-calling-black-trump-voters-mentally-ill/
[15] https://www.breitbart.com/entertainment/2019/08/31/debra-messing-calls-for-doxxing-trump-hollywood-fundraiser-attendees/
[14] https://twitchy.com/samj-3930/2019/09/01/boom-dean-cain-refuses-to-be-bullied-by-debra-messing-and-her-hate-list-of-people-attending-beverly-hills-trump-fundraiser/
[14] https://www.redjournalists.com/trump-hits-debra-messing-hard-for-wanting-to-shame-his-supporters/#.XWviOKkSy0A.twitter

Top URLs in Tweet in G3:
[5] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[3] https://uproxx.com/viral/trump-debra-messing-tweet-reactions/
[2] https://www.businessinsider.com/trump-tweet-debra-messing-the-apprentice-sir-nbc-failed-lineup-2019-9?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=desktop&referrer=twitter
[1] https://twitter.com/realDonaldTrump/status/1168153045026463747
[1] https://ir.shareaholic.com/e?a=1&u=https://www.independent.co.uk/news/world/americas/us-politics/trump-news-latest-hurricane-dorian-debra-messing-will-and-grace-apprentice-a9087601.html%3Ffbclid%3DIwAR35c4iLZ_htiMbe3tinKq6hYcxJl0EO9euJ_43rFsugsAHwoI9dMz-uvoQ&r=1
[1] https://twitter.com/DebraMessing/status/1168187859523768320
[1] https://popculture.com/celebrity/2019/09/01/debra-messing-approves-sign-president-donald-trump-supporters-mentally-ill/
[1] https://twitter.com/DebraMessing/status/1167658588384501760
[1] https://www.independent.co.uk/news/world/americas/us-politics/trump-news-latest-hurricane-dorian-debra-messing-will-and-grace-apprentice-a9087601.html?fbclid=IwAR1tDjZ01br3uEU6HR3oqEoWmignmVytxpn_WBSuiM-Kl5KcRFcNsTqt9a4

Top URLs in Tweet in G4:
[360] https://www.foxnews.com/entertainment/debra-messing-black-trump-supporters-ill
[49] https://nypost.com/2019/09/01/trump-rips-debra-messing-for-wanting-to-shame-his-campaign-donors/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[19] https://www.foxnews.com/entertainment/debra-messing-eric-mccormack-trump-fundraiser-blacklist
[13] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[12] https://news.yahoo.com/trump-attacks-will-grace-star-debra-messing-180146531.html
[9] https://dailycaller.com/2019/09/01/debra-messing-black-trump-supporters-mental-ill/
[9] https://www.thegatewaypundit.com/2019/09/president-trump-nukes-washed-up-trump-hating-actress-debra-messing-she-called-me-sir/
[7] https://www.breitbart.com/entertainment/2019/09/01/debra-messing-celebrates-sign-calling-black-trump-voters-mentally-ill/
[5] https://news.yahoo.com/trump-attacks-will-grace-star-debra-messing-180146531.html?soc_src=community&soc_trk=tw
[4] https://nypost.com/2019/09/01/trump-rips-debra-messing-for-wanting-to-shame-his-campaign-donors/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter

Top URLs in Tweet in G5:
[54] https://www.palmerreport.com/analysis/debra-messing-trump-gets-donald/20527/
[4] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[4] https://www.dailykos.com/stories/2019/9/1/1882845/-Weak-Will-and-No-Grace-Trump-Attacks-Debra-Messing-and-She-Fights-Back
[3] https://twitter.com/realDonaldTrump/status/1168153045026463747
[2] https://twitter.com/i/events/1168187294890614784
[2] https://www.vanityfair.com/news/2019/09/trump-debra-messing-hurricane-donors?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=vanity-fair&utm_social-type=earned
[1] https://twitter.com/ap/status/1168230811470127104
[1] https://nypost.com/2019/09/01/trump-rips-debra-messing-for-wanting-to-shame-his-campaign-donors/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[1] https://twitter.com/DebraMessing/status/1168187859523768320
[1] https://news.ntd.com/nbc-actors-asking-for-names-of-those-attending-trumps-beverly-hills-fundraiser_375285.html

Top URLs in Tweet in G6:
[79] https://www.politicususa.com/2019/09/01/debra-messing-trump.html
[10] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[10] https://www.politicususa.com/2019/09/01/debra-messing-trump.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=debra-messing-trump
[5] https://apple.news/Aby6_hkTTStapduOBjOX0Hw
[5] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people#.XWv3MZ8RU6s.twitter
[2] https://www.palmerreport.com/analysis/debra-messing-trump-gets-donald/20527/
[2] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people?__twitter_impression=true
[2] https://pagesix.com/2019/08/31/debra-messing-eric-mccormack-angry-over-hollywood-trump-fundraiser/
[1] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people#.XWwsXPhvBLE.twitter
[1] https://twitter.com/realDonaldTrump/status/1168153045026463747

Top URLs in Tweet in G7:
[2] https://www.palmerreport.com/analysis/debra-messing-trump-gets-donald/20527/
[2] https://www.independent.co.uk/news/world/americas/us-politics/trump-news-latest-hurricane-dorian-debra-messing-will-and-grace-apprentice-a9087601.html
[1] http://www.msn.com/en-us/tv/celebrity/president-trump-responds-to-debra-messing-eric-mccormack-calls-for-outing-emmy-week-fundraiser-attendees/ar-AAGEzmd?ocid=st
[1] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[1] https://www.politicususa.com/2019/09/01/debra-messing-trump.html

Top URLs in Tweet in G8:
[77] https://www.foxnews.com/entertainment/debra-messing-black-trump-supporters-ill
[57] https://twitter.com/i/events/1168187294890614784
[36] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[35] https://www.independent.co.uk/news/world/americas/us-politics/trump-news-latest-hurricane-dorian-debra-messing-will-and-grace-apprentice-a9087601.html
[18] http://www.msn.com/en-us/tv/celebrity/president-trump-responds-to-debra-messing-eric-mccormack-calls-for-outing-emmy-week-fundraiser-attendees/ar-AAGEzmd?ocid=st
[14] https://www.breitbart.com/entertainment/2019/09/01/debra-messing-celebrates-sign-calling-black-trump-voters-mentally-ill/
[13] https://dailycaller.com/2019/09/01/debra-messing-black-trump-supporters-mental-ill/
[10] https://www.mediaite.com/trump/trump-spends-morning-after-latest-shooting-with-hurricane-on-horizon-rage-tweeting-about-debra-messing/
[10] https://apple.news/Aby6_hkTTStapduOBjOX0Hw
[9] https://nypost.com/2019/09/01/trump-rips-debra-messing-for-wanting-to-shame-his-campaign-donors/

Top URLs in Tweet in G9:
[291] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people
[73] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people?__twitter_impression=true
[21] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people?__twitter_impression=true&__twitter_impression=true
[7] https://www.palmerreport.com/analysis/debra-messing-trump-gets-donald/20527/
[7] https://thehill.com/homenews/administration/459562-trump-targets-debra-messing-after-she-calls-for-exposing-people?__twitter_impression=true&__twitter_impression=true&__twitter_impression=true
[4] https://www.breitbart.com/entertainment/2019/08/31/debra-messing-calls-for-doxxing-trump-hollywood-fundraiser-attendees/
[4] https://www.mediaite.com/trump/trump-spends-morning-after-latest-shooting-with-hurricane-on-horizon-rage-tweeting-about-debra-messing/
[4] https://twitter.com/i/events/1168187294890614784
[4] https://trib.al/pBzn734
[3] https://trib.al/Bjryp1m

Top URLs in Tweet in G10:
[3] https://www.palmerreport.com/analysis/debra-messing-trump-gets-donald/20527/
[1] https://twitter.com/i/events/1168187294890614784
[1] https://trib.al/0fyefqO
[1] https://www.politicususa.com/2019/09/01/debra-messing-trump.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=debra-messing-trump

Top Domains
Top Domains in Tweet in Entire Graph:
[753] foxnews.com
[581] thehill.com
[299] dailycaller.com
[213] twitter.com
[146] breitbart.com
[136] co.uk
[120] trib.al
[113] politicususa.com
[97] nypost.com
[83] palmerreport.com

Top Domains in Tweet in G1:
[118] foxnews.com
[47] thehill.com
[32] dailycaller.com
[29] twitter.com
[26] celebrityinsider.org
[22] pagesix.com
[21] breitbart.com
[17] co.uk
[13] nypost.com
[12] variety.com

Top Domains in Tweet in G2:
[234] dailycaller.com
[92] trib.al
[81] breitbart.com
[75] foxnews.com
[57] redjournalists.com
[54] thegatewaypundit.com
[17] thehill.com
[14] twitchy.com
[13] co.uk
[7] twitter.com

Top Domains in Tweet in G3:
[5] thehill.com
[3] twitter.com
[3] uproxx.com
[2] businessinsider.com
[1] shareaholic.com
[1] popculture.com
[1] co.uk

Top Domains in Tweet in G4:
[381] foxnews.com
[54] nypost.com
[23] yahoo.com
[15] thehill.com
[11] breitbart.com
[9] dailycaller.com
[9] thegatewaypundit.com
[5] twitter.com
[3] google.com
[3] independentsentinel.com

Top Domains in Tweet in G5:
[54] palmerreport.com
[7] twitter.com
[5] thehill.com
[4] dailykos.com
[2] vanityfair.com
[1] nypost.com
[1] ntd.com
[1] dailycaller.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[89] politicususa.com
[19] thehill.com
[5] apple.news
[3] twitter.com
[2] nypost.com
[2] msn.com
[2] palmerreport.com
[2] pagesix.com
[1] foxnews.com
[1] unian.info

Top Domains in Tweet in G7:
[2] palmerreport.com
[2] co.uk
[1] msn.com
[1] thehill.com
[1] politicususa.com

Top Domains in Tweet in G8:
[111] twitter.com
[92] foxnews.com
[56] thehill.com
[53] co.uk
[27] msn.com
[22] breitbart.com
[18] yahoo.com
[14] nypost.com
[13] apple.news
[13] dailycaller.com

Top Domains in Tweet in G9:
[398] thehill.com
[9] twitter.com
[7] palmerreport.com
[7] trib.al
[4] breitbart.com
[4] mediaite.com
[2] foxnews.com
[2] pagesix.com
[2] topbuzz.com
[1] themindshield.com

Top Domains in Tweet in G10:
[3] palmerreport.com
[1] twitter.com
[1] trib.al
[1] politicususa.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[206] trump
[170] debramessing
[146] foxnews
[126] beverlyhills
[126] odessa
[81] hurricanedorian
[47] hurricandorian
[46] texasmassshooting
[46] staightpride
[42] democrathate



Top Hashtags in Tweet in G1:
[56] trump
[45] texasmassshooting
[45] staightpride
[45] hurricandorian
[11] debramessing
[10] foxnews
[8] hollywood
[7] blacknotdemocrat
[6] hurricanedorian
[5] liberalismisamentaldisorder

Top Hashtags in Tweet in G2:
[9] leftistlogic
[9] foxnews
[8] tds
[4] democrathate
[4] trump
[3] entertainment
[3] faith
[3] walkaway
[2] aag
[2] trump2020

Top Hashtags in Tweet in G3:
[2] texasshooting
[1] debramessing
[1] trump
[1] trumpiscrazy
[1] sundaymorning
[1] 25thamendment
[1] massacremitch
[1] releasethenames

Top Hashtags in Tweet in G4:
[70] foxnews
[33] democrathate
[19] foxne
[15] blacknotdemocrat
[5] qanon
[3] liberalismisamentaldisorder
[2] kag
[2] perps
[1] trump2020
[1] maga

Top Hashtags in Tweet in G5:
[12] debramessing
[9] trump
[9] beverlyhills
[9] odessa
[8] trumpgibberish
[8] odessashooting
[8] nrabloodmoney
[8] commonsensegunlaws
[2] hurricanedorian
[1] texasshooting

Top Hashtags in Tweet in G6:
[102] debramessing
[100] trump
[100] beverlyhills
[100] odessa
[5] releasethenames
[2] trumpresignnow
[2] smartnews
[1] mog
[1] racistinchief
[1] willandgrace

Top Hashtags in Tweet in G7:
[5] trump
[5] debramessing
[5] beverlyhills
[5] odessa
[2] dohtus
[2] theworldiswatching
[2] moscowmitch
[2] gangofpedophiles
[1] massacremitch
[1] dosomething

Top Hashtags in Tweet in G8:
[37] foxnews
[17] trump
[11] debramessing
[8] smartnews
[5] maga
[4] impeachtrump
[4] massshooting
[4] hollywood
[3] odessashooting
[3] hurricanedorian

Top Hashtags in Tweet in G9:
[13] debramessing
[8] hollywoodtrumpdonors
[8] nhpolitics
[8] hollywood
[5] trump
[4] beverlyhills
[4] odessa
[2] rewritethenews
[1] hurricanedorian
[1] smartnews

Top Hashtags in Tweet in G10:
[2] trump
[2] debramessing
[2] beverlyhills
[2] odessa
[1] hurricanedorian

Top Words
Top Words in Tweet in Entire Graph:
[33305] Words in Sentiment List#1: Positive
[43486] Words in Sentiment List#2: Negative
[272] Words in Sentiment List#3: Angry/Violent
[529125] Non-categorized Words
[605917] Total Words
[17166] trump
[13541] messing
[12659] debra
[7757] s
[4415] hurricane

Top Words in Tweet in G1:
[4218] trump
[3959] s
[3788] debramessing
[2870] messing
[2856] realdonaldtrump
[2678] debra
[1984] power
[1324] people
[1146] president
[1104] attack

Top Words in Tweet in G2:
[1957] trump
[1473] messing
[1419] debra
[1205] people
[919] hollywood
[917] star
[900] grace
[850] two
[850] mccarthyism
[844] trying

Top Words in Tweet in G3:
[1370] trump
[1359] messing
[1358] debra
[1315] hurricane
[1250] 5
[1248] category
[1246] twitter
[1242] attacking
[1240] coast
[1238] getting

Top Words in Tweet in G4:
[1536] trump
[1053] messing
[894] grace
[796] debra
[580] boycott
[576] show
[558] black
[526] voters
[505] ill
[482] calling

Top Words in Tweet in G5:
[2190] trump
[1601] messing
[1444] debra
[1302] s
[937] hurricane
[812] shooting
[766] donald
[691] busy
[639] 5
[637] category

Top Words in Tweet in G6:
[1393] trump
[1213] messing
[1172] debra
[689] s
[586] shooting
[538] mass
[473] donors
[463] actor
[459] list
[458] fundraiser

Top Words in Tweet in G7:
[879] trump
[817] messing
[808] debra
[756] 5
[752] category
[692] shooting
[670] twitter
[584] nothing
[570] actor
[565] man

Top Words in Tweet in G8:
[596] trump
[453] messing
[429] debra
[143] hollywood
[129] president
[120] fundraiser
[113] black
[99] hurricane
[97] actor
[90] calls

Top Words in Tweet in G9:
[627] trump
[610] messing
[590] debra
[417] donors
[416] hollywood
[411] targets
[409] actress
[408] exposing
[404] calls
[122] s

Top Words in Tweet in G10:
[698] trump
[647] messing
[638] debra
[501] donald
[468] patriot
[460] actress
[458] being
[456] came
[456] down
[456] harder

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12505] debra,messing
[3472] category,5
[2799] mass,shooting
[2661] attacking,debra
[2508] 5,hurricane
[2437] trump,s
[1877] messing,disgrace
[1845] east,coast
[1835] trump,twitter
[1826] realdonaldtrump,debramessing

Top Word Pairs in Tweet in G1:
[2652] debra,messing
[1573] realdonaldtrump,debramessing
[1146] trump,s
[1052] debramessing,s
[993] s,debramessing
[991] private,citizens
[990] target,attack
[990] american,people
[990] abuse,power
[989] realdonaldtrump,lose

Top Word Pairs in Tweet in G2:
[1414] debra,messing
[831] two,horrible
[831] horrible,bigoted
[831] bigoted,people
[831] people,star
[831] star,grace
[831] grace,trying
[831] trying,stop
[831] stop,free
[831] free,speech

Top Word Pairs in Tweet in G3:
[1356] debra,messing
[1248] category,5
[1241] 5,hurricane
[1240] attacking,debra
[1238] hurricane,getting
[1238] getting,ready
[1238] ready,slam
[1238] slam,bahamas
[1238] bahamas,east
[1238] east,coast

Top Word Pairs in Tweet in G4:
[718] debra,messing
[574] show,grace
[521] trump,voters
[476] calling,black
[464] mentally,ill
[456] black,trump
[438] voters,mentally
[426] sign,calling
[361] don,t
[357] grace',star

Top Word Pairs in Tweet in G5:
[1441] debra,messing
[637] category,5
[590] mass,shooting
[554] day,far
[554] impeachment,coming
[554] coming,trump
[553] trump,going
[553] going,prison
[536] donald,trump
[473] 5,hurricane

Top Word Pairs in Tweet in G6:
[1160] debra,messing
[536] mass,shooting
[430] list,donors
[327] beverly,hills
[327] hills,fundraiser
[327] another,mass
[299] messing,twitter
[298] trump,s
[291] trump,targets
[291] targets,debra

Top Word Pairs in Tweet in G7:
[808] debra,messing
[752] category,5
[568] messing,twitter
[556] waking,up
[556] up,trump
[556] trump,attacked
[556] attacked,actor
[556] actor,debra
[556] twitter,account
[556] account,called

Top Word Pairs in Tweet in G8:
[416] debra,messing
[104] president,trump
[86] black,trump
[86] trump,voters
[80] mentally,ill
[79] calling,black
[74] sign,calling
[73] celebrates,sign
[72] voters,mentally
[66] grace',star

Top Word Pairs in Tweet in G9:
[587] debra,messing
[409] trump,targets
[404] actress,calls
[404] calls,exposing
[401] targets,debra
[398] hollywood,donors
[396] messing,actress
[396] exposing,hollywood
[67] category,5
[50] 5,hurricane

Top Word Pairs in Tweet in G10:
[638] debra,messing
[475] donald,trump
[459] actress,debra
[458] messing,being
[456] trump,came
[456] came,down
[456] down,harder
[456] harder,actress
[456] being,patriot
[456] patriot,saudi

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@debramessing
@walshfreedom
@thehill
@bubbaprog
@yahoonews
@devincow
@scaramucci
@funder
@kylegriffin1

Top Replied-To in G1:
@realdonaldtrump
@debramessing
@walshfreedom
@scaramucci
@brandonstraka
@govrondesantis
@realdonaldtrfan
@neeratanden
@jeremynewberger
@abc

Top Replied-To in G2:
@realdonaldtrump
@realsaavedra
@debramessing
@yahoonews
@fandomroseanne
@tiff_fitzhenry
@thehill
@walshfreedom
@lisamei62
@dailycaller

Top Replied-To in G3:
@realdonaldtrump
@proudresister
@atdavidhoffman

Top Replied-To in G4:
@yahoonews
@realdonaldtrump
@debramessing
@nypost
@realcandaceo
@322lbs
@thehill
@potus
@israelusaforevr
@dianelong22

Top Replied-To in G5:
@realdonaldtrump
@palmerreport
@ddale8
@roseserao
@hoarsewisperer
@bryanbehar
@johnastoehr

Top Replied-To in G6:
@realdonaldtrump
@devincow
@thomaskaine5
@b52malmet
@geraldorivera
@debramessing
@coleyworld
@doyouevenlif
@nicole662105650
@davidcayj

Top Replied-To in G7:
@realdonaldtrump
@malcolmnance
@bill_maxwell_

Top Replied-To in G9:
@thehill
@realdonaldtrump
@gtconway3d
@walshfreedom
@mediaite
@tn_snowflake
@dailycaller
@dorothyfrisch1

Top Replied-To in G10:
@realdonaldtrump
@chuckcallesto
@tedcruz
@jasonrantz

Top Mentioned
Top Mentioned in Entire Graph:
@debramessing
@realdonaldtrump
@ericmccormack
@politicususa
@breitbartnews
@gatewaypundit
@twitchyteam
@nypost
@dailycaller
@foxnews

Top Mentioned in G1:
@debramessing
@realdonaldtrump
@ericmccormack
@gatewaypundit
@pagesix
@thr
@potus
@tonyposnanski
@deadline
@politicususa

Top Mentioned in G2:
@breitbartnews
@debramessing
@gatewaypundit
@twitchyteam
@realdonaldtrump
@dailycaller
@ericmccormack
@mailonline
@nypost
@thewantedemcees

Top Mentioned in G3:
@debramessing
@businessinsider
@realdonaldtrump
@politicususa

Top Mentioned in G4:
@nypost
@debramessing
@realdonaldtrump
@yahoo
@realcandaceo
@gatewaypundit
@larryelder
@breitbartnews
@yahoonews
@foxnews

Top Mentioned in G5:
@debramessing
@realdonaldtrump
@palmerreport
@politicususa
@ntdtvzhongwen
@azlibertad
@gingernell

Top Mentioned in G6:
@politicususa
@debramessing
@realdonaldtrump
@foxnews
@peacetiffini
@devincow

Top Mentioned in G7:
@debramessing
@senatemajldr
@gop
@realdonaldtrump
@politicususa
@gopchairwoman
@johncornyn
@gopleader
@jack

Top Mentioned in G9:
@debramessing
@realdonaldtrump
@thehill
@mediaite
@politicususa
@gtconway3d
@dawncuny

Top Mentioned in G10:
@debramessing
@realdonaldtrump
@politicususa

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@chris_1791
@current_knewz
@jim_peoples_
@commonpatriot
@immoralreport
@monicasloves
@cagney1991
@souljahsingh

Top Tweeters in G1:
@isidormeyer1
@bannerite
@catawu
@phillip92321
@mroopchand143
@debilu2
@onahunttoday
@jver1
@michael2014abc
@yojudenz

Top Tweeters in G2:
@chris_1791
@jim_peoples_
@commonpatriot
@souljahsingh
@joefreedomlove
@jjauthor
@betrayed_pets
@davealvord164
@debrammason1
@ambinc1

Top Tweeters in G3:
@lesleygsmith3
@marieproia
@businessinsider
@damonbethea1
@sheiladecker19
@princessbravato
@syr829
@loulachat
@ecclesias
@ibmlahamad

Top Tweeters in G4:
@immoralreport
@sharneal
@myplace4u
@siminuteman1776
@msavaarmstrong
@eluin_g8
@fasting39
@susaniverach
@lacerci65
@chris11962

Top Tweeters in G5:
@cherokeesher2
@washumom
@mharvey816
@willseattle
@kenkircher1
@lisakbromley
@satirist_indian
@publicoutcrysy
@hijcp
@ishagshafeeg

Top Tweeters in G6:
@debi129
@mog7546
@actdontreact
@theresamax
@phendricks71
@lisahauser8
@magicdmw
@enrico056
@nhdogmom
@marthalynneowe1

Top Tweeters in G7:
@monicasloves
@itseffinjas
@joannecangal
@stockguy61
@anthonybourque
@lindacollins11
@suzanneinlgb
@iamforeverblue2
@jacquelinehine1
@gumboqueen3030

Top Tweeters in G8:
@raybae689
@chidambara09
@backstorymom1
@inspiteoftrump
@hollywoodsblog
@callstadt
@reevynap
@trendolizer
@yogaarmy
@kegan05

Top Tweeters in G9:
@abosife2010
@muzikscribe
@foggybottomgal
@thehill
@sueleugers
@new_narrative
@benstancliff
@janet_yackle
@sandi_childs
@tobesafensound

Top Tweeters in G10:
@cagney1991
@tottenbill
@purplegarter1
@solusnan1
@teram323tere
@armvotedem
@sueglashauser
@royaleight
@miamidecor
@younicks


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