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Ilhan Omar_2019-04-15_08-24-01.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
April 15, 2019
Short Description:
Ilhan Omar via NodeXL http://bit.ly/2UZswpT
@ilhanmn
@realdonaldtrump
@education4libs
@realsaavedra
@ilhan
@speakerpelosi
@shaunking
@edkrassen
@xstrategiesdc
@imamofpeace

Top hashtags:
#ilhanomar
#islam
#istandwithilhan
#foxnews
#trump
#standwithilhan

Description:
Description
The graph represents a network of 15,244 Twitter users whose recent tweets contained "Ilhan Omar", 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, 15 April 2019 at 16:18 UTC.

The tweets in the network were tweeted over the 1-hour, 45-minute period from Monday, 15 April 2019 at 13:42 UTC to Monday, 15 April 2019 at 15:27 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 : 15244
Unique Edges : 21882
Edges With Duplicates : 3353
Total Edges : 25235
Self-Loops : 2171
Reciprocated Vertex Pair Ratio : 0.00182901092716785
Reciprocated Edge Ratio : 0.00365134350716225
Connected Components : 1257
Single-Vertex Connected Components : 951
Maximum Vertices in a Connected Component : 13459
Maximum Edges in a Connected Component : 23276
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.842568
Graph Density : 9.19332304293983E-05
Modularity : 0.686107
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[244] https://trib.al/MlrisfI
[122] https://trib.al/OGvwQbK
[112] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[100] https://davidharrisjr.com/politics/cair-plans-to-protest-president-trump-in-minn-to-support-ilhan-omar/
[94] https://www.foxnews.com/politics/ilhan-omar-911-trump-video-direct-threats-on-my-life
[92] https://freebeacon.com/politics/top-house-democrats-defend-omars-9-11-comment-i-saw-nothing-wrong-with-it/
[86] https://www.foxnews.com/opinion/qanta-ahmed-ilhan-omar-is-a-disgrace-to-islam-and-doesnt-represent-my-muslim-religion
[76] https://hillreporter.com/fox-news-was-not-comfortable-showing-full-ilhan-omar-video-that-trump-tweeted-31103
[75] https://therightscoop.com/breaking-trump-slams-pelosi-after-her-defense-of-ilhan-omar/
[58] https://www.nytimes.com/2019/04/15/us/politics/ilhan-omar-trump-muslims-2020.html

Top URLs in Tweet in G1:
[28] https://www.washingtonexaminer.com/opinion/rep-ilhan-omar-quietly-deletes-inaccurate-attack-on-students-from-covington-catholic
[26] https://hillreporter.com/fox-news-was-not-comfortable-showing-full-ilhan-omar-video-that-trump-tweeted-31103
[17] https://trib.al/MlrisfI
[14] https://www.politico.com/story/2019/04/15/ilhan-omar-progressives-solidarity-1274616
[14] https://www.foxnews.com/opinion/qanta-ahmed-ilhan-omar-is-a-disgrace-to-islam-and-doesnt-represent-my-muslim-religion
[13] https://kagdaily.com/2019/04/nancy-pelosi-publicly-embarrasses-aoc-and-ilhan-omar/
[13] https://shareblue.com/trump-smearing-muslim-congresswoman-ilhan-omar-despite-death-threats/
[11] https://www.nytimes.com/2019/04/15/us/politics/ilhan-omar-trump-muslims-2020.html
[8] https://www.foxnews.com/politics/pelosi-moves-ilhan-omar-safety-trump-video
[8] https://townhall.com/columnists/kevinmccullough/2019/04/14/yes-representative-ilhan-omar-somebody-did-do-something-an-open-letter-n2544748

Top URLs in Tweet in G2:
[81] https://davidharrisjr.com/politics/cair-plans-to-protest-president-trump-in-minn-to-support-ilhan-omar/
[6] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[6] https://babylonbee.com/news/ilhan-omar-withdraws-support-from-bill-to-save-the-earth-after-learning-thats-where-israel-is
[5] https://www.diamondandsilk.com/blog/2019/04/01/ungrateful-congresswoman-and-somali-refugee-ilhan-omar-slams-living-in-america-its-an-everyday-assault/
[5] https://truepundit.com/ilhan-omar-no-one-can-threaten-my-unwavering-love-for-america/
[4] https://thedcpatriot.com/insane-ilhan-omar-compares-herself-to-george-w-bush-on-9-11/
[4] https://thedcpatriot.com/ilhan-omar-calls-jewish-stephen-miller-a-white-nationalist/
[2] https://therightscoop.com/breaking-trump-slams-pelosi-after-her-defense-of-ilhan-omar/
[2] https://kagdaily.com/2019/04/nancy-pelosi-publicly-embarrasses-aoc-and-ilhan-omar/
[2] https://freebeacon.com/politics/top-house-democrats-defend-omars-9-11-comment-i-saw-nothing-wrong-with-it/

Top URLs in Tweet in G3:
[193] https://trib.al/MlrisfI
[105] https://trib.al/OGvwQbK
[21] https://www.msnbc.com/am-joy/watch/right-wing-media-coverage-of-rep-ilhan-omar-critiqued-1492124739708?cid=sm_npd_ms_tw_jy
[19] https://www.nytimes.com/2019/04/14/opinion/ilhan-omar-minority-women.html
[11] http://www.cnn.com/2019/04/14/politics/ilhan-omar-death-threats/index.html
[11] https://www.bet.com/news/national/2019/03/13/rep--ilhan-omar-says-trump-is-really-not-human-when-a-fox-news-r.html
[8] http://www.newsweek.com/ilhan-omar-says-she-has-received-increase-death-threats-following-donald-1395997?utm_source=Twitter&utm_medium=Social&utm_campaign=NewsweekTwitter
[8] https://www.youtube.com/watch?v=tuKHkHi-w4s&feature=youtu.be

[8] https://thinkprogress.org/white-house-stands-by-islamaphobic-rhetoric-as-threats-against-ilhan-omar-rise-2b1aa7daf706/
[7] https://www.nytimes.com/2019/04/15/us/politics/trump-ilhan-omar.html?smid=nytcore-ios-share

Top URLs in Tweet in G4:
[22] https://www.cnn.com/2019/04/14/politics/ilhan-omar-death-threats/index.html
[20] https://www.foxnews.com/opinion/qanta-ahmed-ilhan-omar-is-a-disgrace-to-islam-and-doesnt-represent-my-muslim-religion
[18] https://www.nytimes.com/2019/04/14/opinion/ilhan-omar-minority-women.html
[17] https://www.nytimes.com/2019/04/15/us/politics/trump-ilhan-omar.html?partner=IFTTT
[16] http://www.msn.com/en-us/news/politics/trump-campaign-aide-blames-ilhan-omar-for-death-threats/ar-BBVXjYc?ocid=st
[15] https://www.bbc.co.uk/news/world-us-canada-47938268
[14] https://www.nytimes.com/2019/04/15/us/politics/ilhan-omar-trump-muslims-2020.html
[14] https://www.nytimes.com/2019/04/15/us/politics/trump-ilhan-omar.html?partner=rss&emc=rss
[13] https://www.foxnews.com/politics/ilhan-omar-911-trump-video-direct-threats-on-my-life
[12] https://www.huffpost.com/entry/trump-tweets-nancy-pelosi-ilhan-omar_n_5cb489b7e4b098b9a2d72b14

Top URLs in Tweet in G5:
[12] https://dailycaller.com/2019/04/15/ilhan-o-bar-blames-trump-violent-crimes-acts-hate/?utm_source=Twitter&utm_medium=Social&utm_campaign=atdailycaller
[12] https://twitter.com/timesofisrael/status/1117372814422446080
[6] https://www.foxnews.com/opinion/qanta-ahmed-ilhan-omar-is-a-disgrace-to-islam-and-doesnt-represent-my-muslim-religion
[6] https://zenith.news/ilhan-omar-is-a-disgrace-to-american-muslims/
[6] https://dailycaller.com/2019/04/15/liberals-not-victims-ilhan-omar-911-podcast/
[5] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[3] https://twitter.com/Ilhan/status/1117611712679694336
[3] https://www.fox9.com/news/minnesota-isis-sentencing-ilhan-omar-letter
[3] https://davidharrisjr.com/politics/cair-plans-to-protest-president-trump-in-minn-to-support-ilhan-omar/
[3] https://www.opslens.com/2019/04/ilhan-omar-gets-a-proper-endorsement/

Top URLs in Tweet in G6:
[71] https://freebeacon.com/politics/top-house-democrats-defend-omars-9-11-comment-i-saw-nothing-wrong-with-it/
[58] https://therightscoop.com/breaking-trump-slams-pelosi-after-her-defense-of-ilhan-omar/
[53] https://www.foxnews.com/politics/ilhan-omar-911-trump-video-direct-threats-on-my-life
[14] https://www.foxnews.com/politics/pelosi-moves-ilhan-omar-safety-trump-video
[11] https://www.thegatewaypundit.com/2019/04/speaker-pelosi-demands-president-trump-take-down-disrespectful-and-dangerous-ilhan-omar-9-11-video/
[9] https://www.thegatewaypundit.com/2019/04/fake-news-ap-falsely-reported-trump-took-down-ilhan-omar-9-11-video/
[6] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[5] https://www.thegatewaypundit.com/2019/04/boom-war-hero-dan-crenshaw-obliterates-ilhan-omar-with-a-single-tweet/
[4] https://www.thegatewaypundit.com/2019/04/ilhan-omar-issues-statement-blaming-president-trump-for-death-threats-following-9-11-video-still-does-not-explain-some-people-did-something-comment/
[3] https://www.washingtonexaminer.com/news/ilhan-omar-says-shes-experienced-a-spike-in-death-threats-since-trump-tweet-it-has-to-stop

Top URLs in Tweet in G7:
[8] https://ourstand.org/petition-to-impeach-ilhan-omar/
[5] https://freebeacon.com/politics/top-house-democrats-defend-omars-9-11-comment-i-saw-nothing-wrong-with-it/
[4] https://www.foxnews.com/politics/ilhan-omar-911-trump-video-direct-threats-on-my-life
[4] https://davidharrisjr.com/politics/cair-plans-to-protest-president-trump-in-minn-to-support-ilhan-omar/
[4] https://www.usatoday.com/story/news/politics/2019/04/14/nancy-pelosi-security-concern-ilhan-omar-donald-trump/3467004002/
[3] https://twitter.com/markyoungtruth/status/1117626439241744384
[2] https://therightscoop.com/breaking-trump-slams-pelosi-after-her-defense-of-ilhan-omar/
[2] https://kagdaily.com/2019/04/nancy-pelosi-publicly-embarrasses-aoc-and-ilhan-omar/
[2] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[2] https://thefederalist.com/2019/04/15/no-ilhan-omar-alexandria-ocasio-cortez-not-real-victims-9-11/

Top URLs in Tweet in G8:
[10] https://twitter.com/AnandWrites/status/1117806843122921473
[3] https://twitter.com/ilhan/status/1117611712679694336
[3] https://trib.al/MlrisfI
[3] https://hillreporter.com/fox-news-was-not-comfortable-showing-full-ilhan-omar-video-that-trump-tweeted-31103
[2] https://splinternews.com/bernie-sanders-called-ilhan-omar-to-offer-support-durin-1832636757
[2] https://www.cnn.com/2019/03/06/politics/bernie-sanders-defends-ilhan-omar/index.html
[2] https://twitter.com/Ilhan/status/1117611712679694336
[2] https://www.huffpost.com/entry/ilhan-omar-death-threats_n_5cb3e652e4b098b9a2d58fcb
[1] https://trib.al/OGvwQbK
[1] https://www.salon.com/2019/04/15/facebook-and-twitter-urged-to-suspend-donald-trump-after-attack-on-ilhan-omar/

Top URLs in Tweet in G9:
[83] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[39] https://thefederalist.com/2019/04/15/no-ilhan-omar-alexandria-ocasio-cortez-not-real-victims-9-11/#.XLR1nTs4PgE.twitter
[24] https://www.politico.com/story/2019/04/14/ilhan-omar-pelosi-trump-security-alert-1274074
[24] https://www.salon.com/2019/04/15/facebook-and-twitter-urged-to-suspend-donald-trump-after-attack-on-ilhan-omar/
[19] https://www.nydailynews.com/news/politics/ny-texas-republican-ilhan-omar-fdny-firefighter-attack-20190411-qs7sbccinbd4zhirps2d7g6wpm-story.html
[17] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/
[8] https://nypost.com/2019/04/15/trump-blasts-pelosi-for-defending-ilhan-omar/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[8] https://www.nationalreview.com/the-morning-jolt/criticism-of-congresswoman-ilhan-omar-isnt-the-same-thing-as-violence/
[6] https://www.thedailybeast.com/feds-arrest-new-york-man-for-threatening-to-kill-rep-ilhan-omar?source=twitter&via=desktop
[5] https://twitter.com/davidhogg111/status/1117193819458539522

Top URLs in Tweet in G10:
[7] https://www.waynedupree.com/ilhan-omar-thanks-friends-donald-trump/
[2] https://www.foxnews.com/politics/ilhan-omar-911-trump-video-direct-threats-on-my-life
[2] https://thefederalist.com/2019/04/14/nobody-in-the-gop-is-inciting-violence-against-ilhan-omar/#.XLOksaVYv4E.twitter
[2] https://freebeacon.com/politics/top-house-democrats-defend-omars-9-11-comment-i-saw-nothing-wrong-with-it/
[2] https://www.usatoday.com/story/news/politics/2019/04/14/nancy-pelosi-security-concern-ilhan-omar-donald-trump/3467004002/
[1] https://www.dailywire.com/news/45788/ilhan-omar-trivializes-911-terrorist-attacks-some-ryan-saavedra
[1] https://dailycaller.com/2019/01/23/ilhan-omar-covington-maga/
[1] https://www.waynedupree.com/rep-ilhan-omar-was-bush-downplaying-9-11-terrorist-attack-what-if-he-was-a-muslim/
[1] https://www.politico.com/story/2019/04/15/ilhan-omar-progressives-solidarity-1274616
[1] https://trib.al/OGvwQbK

Top Domains
Top Domains in Tweet in Entire Graph:
[477] trib.al
[265] nytimes.com
[255] foxnews.com
[246] twitter.com
[217] thefederalist.com
[124] theguardian.com
[121] youtube.com
[116] politico.com
[102] davidharrisjr.com
[92] freebeacon.com

Top Domains in Tweet in G1:
[39] foxnews.com
[33] twitter.com
[31] washingtonexaminer.com
[26] hillreporter.com
[24] trib.al
[23] nytimes.com
[21] politico.com
[19] theguardian.com
[16] change.org
[14] kagdaily.com

Top Domains in Tweet in G2:
[82] davidharrisjr.com
[8] thefederalist.com
[8] thedcpatriot.com
[6] babylonbee.com
[5] diamondandsilk.com
[5] truepundit.com
[2] therightscoop.com
[2] kagdaily.com
[2] thegatewaypundit.com
[2] freebeacon.com

Top Domains in Tweet in G3:
[315] trib.al
[49] nytimes.com
[27] msnbc.com
[20] slate.com
[18] cnn.com
[18] newsweek.com
[13] youtube.com
[12] thinkprogress.org
[11] bet.com
[10] co.uk

Top Domains in Tweet in G4:
[117] nytimes.com
[55] foxnews.com
[50] twitter.com
[45] theguardian.com
[39] cnn.com
[33] msn.com
[30] feedburner.com
[28] huffpost.com
[27] yahoo.com
[23] theatlantic.com

Top Domains in Tweet in G5:
[18] dailycaller.com
[18] twitter.com
[10] foxnews.com
[6] zenith.news
[5] thefederalist.com
[4] breitbart.com
[3] co.uk
[3] fox9.com
[3] davidharrisjr.com
[3] thegatewaypundit.com

Top Domains in Tweet in G6:
[71] freebeacon.com
[70] foxnews.com
[59] therightscoop.com
[30] thegatewaypundit.com
[8] thefederalist.com
[6] twitter.com
[5] washingtonexaminer.com
[2] nypost.com
[2] breitbart.com
[2] commentarymagazine.com

Top Domains in Tweet in G7:
[13] twitter.com
[8] ourstand.org
[6] foxnews.com
[6] thefederalist.com
[5] freebeacon.com
[4] davidharrisjr.com
[4] usatoday.com
[2] therightscoop.com
[2] kagdaily.com
[2] thegatewaypundit.com

Top Domains in Tweet in G8:
[19] twitter.com
[4] trib.al
[4] huffpost.com
[3] hillreporter.com
[2] splinternews.com
[2] cnn.com
[1] salon.com
[1] commondreams.org
[1] newsweek.com
[1] theatlantic.com

Top Domains in Tweet in G9:
[143] thefederalist.com
[29] politico.com
[24] salon.com
[20] nydailynews.com
[17] nypost.com
[11] twitter.com
[8] nationalreview.com
[8] amgreatness.com
[7] twitchy.com
[6] thedailybeast.com

Top Domains in Tweet in G10:
[9] waynedupree.com
[4] foxnews.com
[3] thefederalist.com
[2] freebeacon.com
[2] usatoday.com
[1] dailywire.com
[1] dailycaller.com
[1] politico.com
[1] trib.al
[1] davidharrisjr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[385] ilhanomar
[338] islam
[81] istandwithilhan
[43] foxnews
[40] trump
[26] standwithilhan
[23] istandwithilhanomar
[22] maga
[21] democratshateamerica
[21] democratshateusa



Top Hashtags in Tweet in G1:
[39] istandwithilhan
[13] ilhanomar
[7] foxnews
[7] democrats
[7] donaldtrump
[7] maga
[7] ilhanomarmustresign
[6] istandwithilhanomar
[5] standwithilhan
[5] trump

Top Hashtags in Tweet in G2:
[21] democratshateamerica
[21] democratshateusa
[14] democratshateyou
[13] democratsaredestroyingamerica
[8] islam
[8] ilhanomar
[1] resignomar
[1] fakenews
[1] ap
[1] trump

Top Hashtags in Tweet in G3:
[11] ilhanomar
[6] foxnews
[5] maga
[3] trump
[2] americans
[2] islam
[2] sexyliberal
[1] boycottnypost
[1] whitesupremacy
[1] westandwithilhan

Top Hashtags in Tweet in G4:
[20] foxnews
[11] trump
[6] istandwithilhan
[6] ilhanomar
[6] istandwithilhanomar
[6] omar
[5] maga
[5] news
[4] politics
[4] standwithilhan

Top Hashtags in Tweet in G5:
[260] ilhanomar
[253] islam
[3] ilhan
[3] ilhamomar
[3] ilhanomarmustresign
[2] somepeopledidsomething
[2] impeachomar
[2] ilhanomarforcongress
[2] wehaveacountrytosave
[1] istandagainstilhanomar

Top Hashtags in Tweet in G6:
[13] ilhanomar
[11] islam
[8] wearenotfooled
[8] omartheterrorist
[3] wakeupamerica
[2] wwg1wga
[2] maga
[1] patriotsawakened
[1] adjunctprofessr
[1] hiddeninplainsight

Top Hashtags in Tweet in G7:
[16] islam
[16] ilhanomar
[8] nazi
[8] hitler
[2] nahbabynah
[2] operationrestorehope
[2] battleofmogadishu
[1] wewillneverforget
[1] fakenews
[1] ap

Top Hashtags in Tweet in G8:
[10] suspendtrumpsaccount
[5] rt
[2] istandwithilhan
[1] istandwithilhanomar

Top Hashtags in Tweet in G9:
[6] ilhanomar
[4] islam
[3] istandwithilhan
[1] myunpopularopinion
[1] ilhanomarresign
[1] boycottnypost
[1] standwithilhan
[1] donaldtrump
[1] minnesota
[1] morningjolt

Top Hashtags in Tweet in G10:
[12] islam
[12] ilhanomar
[2] foxnews
[1] minnesotans
[1] countouttheomar

Top Words
Top Words in Tweet in Entire Graph:
[13843] Words in Sentiment List#1: Positive
[26307] Words in Sentiment List#2: Negative
[1198] Words in Sentiment List#3: Angry/Violent
[377466] Non-categorized Words
[417617] Total Words
[13707] ilhan
[13335] omar
[6006] trump
[4502] s
[3923] against

Top Words in Tweet in G1:
[1981] ilhan
[1789] omar
[1413] realdonaldtrump
[999] s
[909] trump
[742] ilhanmn
[681] death
[678] rep
[609] remember
[604] against

Top Words in Tweet in G2:
[1763] against
[1271] omar
[1191] ilhan
[950] education4libs
[889] violence
[885] saying
[881] ocasio
[881] cortez
[880] criticism
[880] incitement

Top Words in Tweet in G3:
[968] omar
[966] ilhan
[750] trump
[503] threats
[432] death
[337] rep
[312] opinion
[284] s
[273] attacks
[267] tweeted

Top Words in Tweet in G4:
[985] omar
[903] ilhan
[578] trump
[330] threats
[284] death
[197] rep
[184] tweet
[155] 11
[152] s
[150] against

Top Words in Tweet in G5:
[1102] ilhan
[845] omar
[454] realsaavedra
[346] muslim
[303] 11
[301] 9
[288] omar's
[273] t
[271] disgrace
[266] ahmed

Top Words in Tweet in G6:
[573] ilhan
[558] omar
[530] trump
[426] president
[294] against
[294] donald
[277] 9
[274] 11
[263] threats
[231] america

Top Words in Tweet in G7:
[694] ilhan
[687] omar
[581] threats
[559] death
[338] s
[331] saying
[323] people
[289] something
[276] upset
[271] re

Top Words in Tweet in G8:
[513] shaunking
[462] omar
[457] ilhan
[450] trump
[328] harassment
[253] donald
[252] jack
[250] targeted
[240] violated
[239] dear

Top Words in Tweet in G9:
[436] omar
[349] ilhan
[280] trump
[278] 11
[276] 9
[184] s
[131] went
[128] jamilsmith
[92] hate
[92] dancrenshawtx

Top Words in Tweet in G10:
[509] ilhan
[458] omar
[265] imamofpeace
[214] honest
[214] person
[214] believes
[213] genuine
[213] telling
[213] exactly
[213] position

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12134] ilhan,omar
[3107] 9,11
[2286] death,threats
[2022] rep,ilhan
[1315] violence,against
[1271] ocasio,cortez
[1166] defending,ilhan
[1122] incitement,violence
[1103] omar,saying
[1094] cortez,tried

Top Word Pairs in Tweet in G1:
[1595] ilhan,omar
[605] realdonaldtrump,remember
[605] remember,ilhan
[598] ryanhillmi,realdonaldtrump
[481] trump,s
[421] death,threat
[416] against,rep
[410] hate,filled
[407] anti,muslim
[406] rep,ilhanmn

Top Word Pairs in Tweet in G2:
[1183] ilhan,omar
[881] ocasio,cortez
[881] violence,against
[880] incitement,violence
[879] defending,ilhan
[878] cortez,tried
[878] tried,defending
[878] omar,saying
[878] saying,criticism
[878] criticism,against

Top Word Pairs in Tweet in G3:
[940] ilhan,omar
[389] death,threats
[324] rep,ilhan
[267] trump,tweeted
[229] attacks,ilhan
[220] trump,s
[197] incite,hatred
[194] omar,designed
[193] opinion,trump
[193] s,attacks

Top Word Pairs in Tweet in G4:
[868] ilhan,omar
[269] death,threats
[170] rep,ilhan
[146] 9,11
[125] trump,tweet
[95] omar,trump
[73] threats,trump
[70] donald,trump
[66] omar,death
[64] rise,death

Top Word Pairs in Tweet in G5:
[806] ilhan,omar
[301] 9,11
[286] ilhan,omar's
[264] omar,disgrace
[258] muslim,religion
[257] doesn,t
[257] t,represent
[257] represent,muslim
[256] imagine,races
[256] races,reversed

Top Word Pairs in Tweet in G6:
[463] ilhan,omar
[274] 9,11
[206] anyone,feels
[206] feels,assaulted
[206] assaulted,living
[206] living,america
[206] america,donald
[206] donald,j
[206] j,trump
[206] trump,president

Top Word Pairs in Tweet in G7:
[624] ilhan,omar
[556] death,threats
[286] people,saying
[286] saying,something
[276] omar,upset
[268] xstrategiesdc,ilhan
[268] upset,s
[268] s,receiving
[268] receiving,death
[268] threats,re

Top Word Pairs in Tweet in G8:
[453] ilhan,omar
[244] donald,trump
[237] dear,jack
[237] explanation,man
[236] jack,world
[236] world,deserves
[236] deserves,explanation
[236] man,donald
[236] trump,violated
[236] violated,clear

Top Word Pairs in Tweet in G9:
[335] ilhan,omar
[276] 9,11
[83] anti,american
[80] omar,jew
[80] jew,hating
[80] hating,terrorist
[80] terrorist,sympathizing
[80] sympathizing,9
[80] 11,truthing
[80] truthing,anti

Top Word Pairs in Tweet in G10:
[451] ilhan,omar
[226] imamofpeace,ilhan
[214] honest,person
[213] omar,genuine
[213] genuine,honest
[213] person,telling
[213] telling,exactly
[213] exactly,believes
[213] believes,position
[213] position,power

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@speakerpelosi
@ilhan
@ilhanmn
@realsaavedra
@theharrycherry
@shaunking
@dancrenshawtx
@cnnpolitics
@cnn

Top Replied-To in G1:
@realdonaldtrump
@speakerpelosi
@ilhan
@ilhanmn
@olivermcgee
@cnnpolitics
@aoc
@berniesanders
@natesilver538
@sweetanmad

Top Replied-To in G2:
@sebgorka
@realsaavedra
@realdonaldtrump
@arifleischer
@buzzman888
@pink_about_it
@smalltownandrew
@repandrecarson

Top Replied-To in G3:
@cnn
@washingtonpost
@realdonaldtrump
@tulsigabbard
@gofdenuf
@housedemocrats
@ilhanmn
@nbcnews
@chuckschultheis
@bbcworld

Top Replied-To in G4:

Top Replied-To in G5:
@realsaavedra
@charliekirk11
@missdiagnosis
@dailycaller
@speakerpelosi
@realdonaldtrump
@washingtonpost
@a7xfallenone
@hananyanaftali
@ilhanmn

Top Replied-To in G6:
@ckkirsch1
@diamondandsilk
@yogagenie
@itonill
@repjerrynadler
@deplorablem1ke
@cactusflower_1
@1truthseeker4u
@realdonaldtrump
@chuckwoolery

Top Replied-To in G7:
@davidhogg111
@ananavarro
@kimfreethinker
@michaelleefree3
@greatocalahomes
@geraldorivera
@mathesjohnathan
@nevadajack2
@cotchie1967
@ilhan

Top Replied-To in G8:
@shaunking
@popchassid
@deep_beige
@lifehaspurpose
@davidcorndc
@twittersafety
@twitter
@kamen_ryan
@jack

Top Replied-To in G9:
@dancrenshawtx
@edieconstantine
@scottnevins
@sarabiany
@jilevin
@seanmdav
@necrophidian
@joncoopertweets
@repanniekuster

Top Replied-To in G10:
@waynedupreeshow
@stclairashley
@patrici15767099
@ilhan
@chuckwoolery
@imamofpeace

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@ilhanmn
@education4libs
@realsaavedra
@ryanhillmi
@shaunking
@speakerpelosi
@tribelaw
@ilhan
@edkrassen

Top Mentioned in G1:
@realdonaldtrump
@ilhanmn
@ryanhillmi
@speakerpelosi
@tribelaw
@ilhan
@eugenegu
@strandjunker
@natesilver538
@potus

Top Mentioned in G2:
@education4libs
@aocpress
@davidjharrisjr
@realmattcouch
@realsaavedra
@arifleischer
@missdiagnosis
@seanmdav
@rncastaldo
@carlossimancas

Top Mentioned in G3:
@nytimes
@washingtonpost
@charlesmblow
@bbcworld
@nbcnews
@cnn
@realdonaldtrump
@latimes
@corybooker
@slate

Top Mentioned in G4:
@seventhmatrix
@demcrats
@studiosseahorn
@libertarian_z3
@uytitulares
@psomathingornot
@league2734
@ngeact64
@s_ww_resist

Top Mentioned in G5:
@realsaavedra
@missdiagnosis
@timrunshismouth
@education4libs
@infantry101a
@dailycaller
@hananyanaftali
@imamofpeace
@ericmmatheny
@politicalelle

Top Mentioned in G6:
@diamondandsilk
@marklevinshow
@realjack
@trumpwarroom
@education4libs
@gatewaypundit
@itonill
@chuckwoolery
@realsaavedra
@xstrategiesdc

Top Mentioned in G7:
@xstrategiesdc
@rncastaldo
@michaelleefree3
@sweetkat111
@education4libs
@realsaavedra
@gayrepublicswag
@chowdallas
@officeofmike
@missdiagnosis

Top Mentioned in G8:
@shaunking
@jack
@_waleedshahid
@realdonaldtrump
@sairasameerarao
@ilhanmn
@wajahatali
@twittersupport
@ryanhillmi
@jbendery

Top Mentioned in G9:
@jamilsmith
@dancrenshawtx
@seanmdav
@ilhanmn
@joncoopertweets
@nypost
@davidharsanyi
@potus
@jilevin
@fdrlst

Top Mentioned in G10:
@imamofpeace
@stclairashley
@doranimated
@realsaavedra
@patrici15767099
@foramerica
@education4libs
@missdiagnosis
@xstrategiesdc
@waynedupreeshow

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@zazoomblog
@missb62
@robinsnewswire
@globovision
@jim_peoples_
@eaglestarnet
@thenewsglobe
@_sound_around_
@housecracka

Top Tweeters in G1:
@gus_802
@joec1776
@asteris
@_silversmith
@haloefekti
@monaeltahawy
@linda1746
@dcexaminer
@ouchinagirl
@shaktilila

Top Tweeters in G2:
@usatopguns
@rodstryker
@jts_1957
@darroyo04
@abbavitch
@johnfromcranber
@jetstreamnews
@realmattcouch
@garysteveneaton
@gwgillett

Top Tweeters in G3:
@independent
@saragomezaranci
@lisakbromley
@huffpost
@kinshasaweb
@monalisazelf
@rolandsmartin
@sws_edu
@thejoshuablog
@slate

Top Tweeters in G4:
@pulpnews
@zazoomblog
@robinsnewswire
@eaglestarnet
@thenewsglobe
@_sound_around_
@davidjones720
@rocketnews1
@globalissuesweb
@aha1r

Top Tweeters in G5:
@4freedom4ever
@bkaysac
@thomas_195813
@heathrodgirs
@rednationrising
@dailycaller
@jarjarbug
@mike_beacham
@_proud_american
@gingermarple

Top Tweeters in G6:
@jim_peoples_
@joefreedomlove
@cargo_pal
@bbusa617
@mommags2579
@gaetasusan
@davidf4444
@elianatrue
@misstree18
@ltoddwood

Top Tweeters in G7:
@nahbabynah
@harrietbaldwin
@drawandstrike
@billyboysdaddy
@jeanee5tam
@katzekraus
@casuperrunner
@clint4usa
@danielc2010
@dunbdav

Top Tweeters in G8:
@drdaveanddee
@tam_resist
@jonups_
@takinyera
@ayshamoolla
@khabirm
@nysportsguys5
@jonathancohn
@jend1974
@agentlinton

Top Tweeters in G9:
@jilevin
@grainofsands
@fieryreddragon
@eddarrell
@schwingcat
@mills_abbot
@anilns425
@bamaperry
@elizbethlmaness
@airlift1300

Top Tweeters in G10:
@boovay7
@johnrealsmith
@usatoday
@pa4taxpayers
@jimboazil
@bigdave74tex
@waynedupreeshow
@lizzydebbie
@lindamo60594098
@outlawrobin92


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