SenWarren OR %22Elizabeth Warren%22 OR elizabethforma, Twitter, 2/19/2019 5:11:46 AM, 187221


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SenWarren OR %22Elizabeth Warren%22 OR elizabethforma_2019-02-18_19-46-15.xlsx
SenWarren OR "Elizabeth Warren" OR elizabethforma_2019-02-18_19-46-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2019
Short Description:
SenWarren OR "Elizabeth Warren" OR elizabethforma via NodeXL http://bit.ly/2SIxjfc
@senwarren
@philosophrob
@1776stonewall
@allresistnews
@realdonaldtrump
@krassenstein
@wornduglsgraves
@fortiores_una
@rjnewsflash
@ewarren

Top hashtags:
#presidentsday
#socialism

Description:
Description
The graph represents a network of 5,684 Twitter users whose tweets in the requested range contained "SenWarren OR "Elizabeth Warren" OR elizabethforma", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 February 2019 at 03:47 UTC.

The requested start date was Tuesday, 19 February 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 24-minute period from Sunday, 17 February 2019 at 17:07 UTC to Monday, 18 February 2019 at 19:32 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 : 5684
Unique Edges : 9319
Edges With Duplicates : 3726
Total Edges : 13045
Number of Edge Types : 3
Mentions : 11335
Tweet : 832
Replies to : 878
Self-Loops : 832
Reciprocated Vertex Pair Ratio : 0.0107880406863249
Reciprocated Edge Ratio : 0.0213458019922749
Connected Components : 643
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 4575
Maximum Edges in a Connected Component : 11947
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.645657
Graph Density : 0.000304561563228627
Modularity : 0.591091
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[177] https://hillreporter.com/warren-officials-have-responsibility-to-invoke-25th-amendment-if-trump-is-incompetent-24795
[107] https://www.redjournalists.com/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/
[81] https://www.thegatewaypundit.com/2019/02/fake-indian-elizabeth-warren-heckled-at-campaign-stop-over-her-native-american-claims-video/
[77] http://www.msn.com/en-us/news/politics/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/ar-BBTJSNv?ocid=st
[73] https://www.foxnews.com/politics/elizabeth-warren-heckled-about-native-american-ancestry-at-georgia-campaign-stop-why-did-you-lie
[68] https://www.breitbart.com/politics/2019/02/17/heckler-elizabeth-warren-georgia-rally-why-did-you-lie/
[28] http://betshort.com/herstory/
[27] https://www.nytimes.com/2019/02/18/us/politics/elizabeth-warren-native-american.html
[25] https://www.nytimes.com/2019/02/18/us/politics/elizabeth-warren-native-american.html?partner=IFTTT
[23] https://www.chicksonright.com/blog/2019/02/17/lol-elizabeth-warren-may-want-to-think-through-complaining-about-a-stolen-race/

Top URLs in Tweet in G1:
[4] https://www.nytimes.com/2019/02/18/upshot/warren-wealth-tax.html?smid=nytcore-ios-share
[4] https://www.washingtonexaminer.com/news/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office
[4] https://www.thegatewaypundit.com/2019/02/fake-indian-elizabeth-warren-heckled-at-campaign-stop-over-her-native-american-claims-video/
[3] https://trib.al/4BwU8hv
[3] http://ados101.com/
[2] http://www.msn.com/en-us/news/politics/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/ar-BBTJSNv?ocid=st
[2] https://www.washingtonexaminer.com/report-nearly-all-998-of-illegal-drugs-shipped-to-us-from-mexico
[2] https://twitter.com/gallahercaren/status/1097526268218740737
[2] https://www.redjournalists.com/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/
[2] http://www.freedomworks.org/content/freedomworks-calls-supporters-green-new-deal-resolution-identify-which-aspects-faq-include

Top URLs in Tweet in G2:
[14] https://www.washingtonexaminer.com/politics/elizabeth-warren-volunteer-says-her-fighting-the-rich-rhetoric-made-him-walk-out-of-her-speech
[11] https://www.foxnews.com/politics/elizabeth-warren-heckled-about-native-american-ancestry-at-georgia-campaign-stop-why-did-you-lie
[7] https://www.altpress.com/news/staind-aaron-lewis-elizabeth-warren/
[5] https://www.washingtonexaminer.com/news/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office
[4] https://slate.com/news-and-politics/2019/02/elizabeth-warren-corporate-board-plan-2020.html?via=rss_socialflow_twitter
[3] http://www.msn.com/en-us/news/politics/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/ar-BBTJSNv?ocid=st
[3] https://www.thegatewaypundit.com/2019/02/fake-indian-elizabeth-warren-heckled-at-campaign-stop-over-her-native-american-claims-video/
[3] https://twitter.com/loufromct/status/1097514746096562177
[3] https://twitter.com/senwarren/status/1096452688764653571
[3] https://twitter.com/rjnewsflash/status/1097520372268838915

Top URLs in Tweet in G3:
[66] http://www.msn.com/en-us/news/politics/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/ar-BBTJSNv?ocid=st
[25] https://www.nytimes.com/2019/02/18/us/politics/elizabeth-warren-native-american.html?partner=IFTTT
[20] https://www.foxnews.com/politics/elizabeth-warren-heckled-about-native-american-ancestry-at-georgia-campaign-stop-why-did-you-lie
[20] https://www.nytimes.com/2019/02/18/us/politics/elizabeth-warren-native-american.html
[10] https://www.thegatewaypundit.com/2019/02/fake-indian-elizabeth-warren-heckled-at-campaign-stop-over-her-native-american-claims-video/
[9] https://www.dailywire.com/news/43578/watch-elizabeth-warren-gets-rattled-heckler-ryan-saavedra
[8] https://www.nytimes.com/2019/02/18/upshot/warren-wealth-tax.html
[7] http://www.blabbermouth.net/news/stainds-aaron-lewis-calls-elizabeth-warren-a-fking-lying-bitch-over-native-american-ancestry-claims/
[7] https://www.nytimes.com/2019/02/18/upshot/warren-wealth-tax.html?partner=rss&emc=rss&utm_source=dlvr.it&utm_medium=twitter
[7] https://www.nytimes.com/2019/02/18/us/politics/elizabeth-warren-native-american.html?partner=rss&emc=rss

Top URLs in Tweet in G4:
[57] https://www.breitbart.com/politics/2019/02/17/heckler-elizabeth-warren-georgia-rally-why-did-you-lie/
[47] https://www.thegatewaypundit.com/2019/02/fake-indian-elizabeth-warren-heckled-at-campaign-stop-over-her-native-american-claims-video/
[19] https://dailycaller.com/2019/02/18/warren-use-25th-amendment-trump/
[17] https://www.chicksonright.com/blog/2019/02/17/lol-elizabeth-warren-may-want-to-think-through-complaining-about-a-stolen-race/
[11] https://dailycaller.com/2019/02/18/natelson-warren-harvard/
[8] https://www.foxnews.com/politics/elizabeth-warren-heckled-about-native-american-ancestry-at-georgia-campaign-stop-why-did-you-lie
[5] https://dailycaller.com/2019/02/18/warren-use-25th-amendment-trump/?utm_medium=Social&utm_campaign=atdailycaller&utm_source=Twitter
[3] https://www.bizpacreview.com/2019/02/17/elizabeth-warrens-rough-campaign-stop-interrupted-by-heckler-asking-embarrassing-questions-724762
[3] https://www.redjournalists.com/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office/
[3] https://www.youtube.com/watch?v=-zzMOnAzRgE&feature=youtu.be


Top URLs in Tweet in G5:
[172] https://hillreporter.com/warren-officials-have-responsibility-to-invoke-25th-amendment-if-trump-is-incompetent-24795
[4] https://thenevadaindependent.com/article/warren-if-officials-believe-trump-cannot-fulfill-duties-they-must-invoke-25th-amendment
[2] https://www.thepetitionsite.com/316/988/247/all-dem-candidates-should-support-elizabeth-warrens-wealth-tax/?taf_id=61192084&cid=twitter
[1] https://www.washingtonexaminer.com/news/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office
[1] https://twitter.com/theswprincess/status/1097499510102728707

Top URLs in Tweet in G6:
[14] https://neonnettle.com/news/6543-elizabeth-warren-heckled-during-campaign-speech-why-did-you-lie-
[3] http://neonnettle.com/news/6543-elizabeth-warren-heckled-during-campaign-speech-why-did-you-lie-
[3] https://www.thegatewaypundit.com/2019/02/fake-indian-elizabeth-warren-heckled-at-campaign-stop-over-her-native-american-claims-video/
[1] https://magamedia.org/2019/02/16/the-miseducation-of-alexandria-ocasio-cortez/
[1] https://www.washingtonexaminer.com/news/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office
[1] https://www.blazetv.com/ben
[1] https://www.lifenews.com/2019/02/15/kamala-harris-beto-orourke-cory-booker-and-elizabeth-warren-co-sponsored-bill-for-abortions-up-to-birth/#.XGj4egHTYCI.twitter
[1] https://www.bizpacreview.com/2019/02/17/elizabeth-warrens-rough-campaign-stop-interrupted-by-heckler-asking-embarrassing-questions-724762?utm_source=Push%20Notifications&utm_medium=BPR
[1] https://www.theblaze.com/elizabeth-warren-heckled-native-american
[1] https://magamedia.org/2019/02/07/will-pocahontas-ever-quit/

Top URLs in Tweet in G7:
[2] https://www.foxnews.com/politics/elizabeth-warren-heckled-about-native-american-ancestry-at-georgia-campaign-stop-why-did-you-lie
[1] https://www.ayupp.com/social-viral/massachusetts-democrat-elizabeth-warren-perform-nude-pagan-ritual-14982.html
[1] https://www.chicksonright.com/blog/2019/02/17/lol-elizabeth-warren-may-want-to-think-through-complaining-about-a-stolen-race/
[1] https://www.bizpacreview.com/2019/02/17/elizabeth-warrens-rough-campaign-stop-interrupted-by-heckler-asking-embarrassing-questions-724762

Top URLs in Tweet in G8:
[1] https://twitter.com/ewarren/status/1095343654426693634
[1] https://twitter.com/ewarren/status/1096927345368334338

Top URLs in Tweet in G9:
[3] https://www.bostonglobe.com/news/politics/2019/02/17/elizabeth-warren-other-women-candidates-emphasize-experiences-mother/yI8j0KPEYUTmRwnrBFb4yH/story.html
[3] https://www.bostonglobe.com/news/nation/2019/02/16/far-from-spotlight-warren-secret-weapon/4KkejyyVRGZIe6qLB0TRSP/story.html
[3] https://www.washingtonexaminer.com/news/elizabeth-warren-endorses-use-of-25th-amendment-to-remove-trump-from-office
[2] https://www.newsweek.com/trump-associates-profit-veterans-affairs-elizabeth-warren-1333662
[2] https://www.newsday.com/opinion/commentary/elizabeth-warren-wealth-tax-1.26715823
[2] https://twitter.com/1Romans58/status/1097521773069942785
[2] https://www.foxnews.com/politics/elizabeth-warren-heckled-about-native-american-ancestry-at-georgia-campaign-stop-why-did-you-lie
[2] https://www.breitbart.com/politics/2019/02/17/heckler-elizabeth-warren-georgia-rally-why-did-you-lie/
[2] https://www.snopes.com/news/2017/11/03/donna-brazile-elizabeth-warren-rigged-2016-primary/
[1] http://www.thefiscaltimes.com/2018/03/22/Elizabeth-Warren-Has-New-Plan-Improve-Health-Care-and-It-Isn-t-Medicare-All

Top URLs in Tweet in G10:
[28] http://betshort.com/herstory/
[8] http://betshort.com/prez/
[4] https://www.nytimes.com/2019/02/18/us/politics/elizabeth-warren-native-american.html
[1] https://www.huffingtonpost.com/entry/elizabeth-warren-native-american-conference_us_5c62ed73e4b00ba63e4ae657
[1] https://twitter.com/RWPUSA/status/1096825564290142208
[1] https://hillreporter.com/warren-officials-have-responsibility-to-invoke-25th-amendment-if-trump-is-incompetent-24795
[1] http://www.criticalethnicstudiesjournal.org/blog/2018/12/19/syllabus-elizabeth-warren-cherokee-citizenship-and-dna-testing

Top Domains
Top Domains in Tweet in Entire Graph:
[185] twitter.com
[177] hillreporter.com
[109] redjournalists.com
[105] nytimes.com
[104] msn.com
[82] thegatewaypundit.com
[82] foxnews.com
[68] breitbart.com
[58] dailycaller.com
[45] washingtonexaminer.com

Top Domains in Tweet in G1:
[55] twitter.com
[7] nytimes.com
[6] washingtonexaminer.com
[5] trib.al
[4] thegatewaypundit.com
[3] msn.com
[3] ados101.com
[2] cnn.it
[2] foxnews.com
[2] redjournalists.com

Top Domains in Tweet in G2:
[56] twitter.com
[19] washingtonexaminer.com
[13] foxnews.com
[9] youtube.com
[7] altpress.com
[5] msn.com
[4] slate.com
[3] thegatewaypundit.com
[3] thehill.com
[3] newsmax.com

Top Domains in Tweet in G3:
[86] msn.com
[76] nytimes.com
[28] twitter.com
[25] foxnews.com
[11] thegatewaypundit.com
[10] dailycaller.com
[10] dailywire.com
[8] theblaze.com
[7] blabbermouth.net
[6] mediaite.com

Top Domains in Tweet in G4:
[57] breitbart.com
[47] thegatewaypundit.com
[39] dailycaller.com
[17] chicksonright.com
[8] foxnews.com
[5] redjournalists.com
[3] theblaze.com
[3] bizpacreview.com
[3] washingtonexaminer.com
[3] youtube.com

Top Domains in Tweet in G5:
[172] hillreporter.com
[4] thenevadaindependent.com
[2] thepetitionsite.com
[1] washingtonexaminer.com
[1] twitter.com

Top Domains in Tweet in G6:
[17] neonnettle.com
[3] thegatewaypundit.com
[2] magamedia.org
[1] washingtonexaminer.com
[1] blazetv.com
[1] lifenews.com
[1] bizpacreview.com
[1] theblaze.com

Top Domains in Tweet in G7:
[2] foxnews.com
[1] ayupp.com
[1] chicksonright.com
[1] bizpacreview.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[7] bostonglobe.com
[5] twitter.com
[3] washingtonexaminer.com
[2] newsweek.com
[2] newsday.com
[2] foxnews.com
[2] breitbart.com
[2] snopes.com
[1] thefiscaltimes.com
[1] nytimes.com

Top Domains in Tweet in G10:
[36] betshort.com
[4] nytimes.com
[1] huffingtonpost.com
[1] twitter.com
[1] hillreporter.com
[1] criticalethnicstudiesjournal.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] presidentsday
[76] socialism
[56] powwow
[41] trump2020
[28] warren2020
[27] jussiesmolletthoax
[24] maga
[21] foxnews
[16] democrats
[14] neonnettle



Top Hashtags in Tweet in G1:
[13] jussiesmolletthoax
[12] greennewdeal
[12] realnationalemergency
[12] wethepeoplestandwithtrump
[10] ampfw
[9] democrats
[6] buildthewall
[6] maga
[4] nationalemergency
[4] democratshateamerica

Top Hashtags in Tweet in G2:
[39] trump2020
[13] warren2020
[10] maga
[6] 25a
[5] dreambigfighthard
[4] prestrump
[4] elizabethwarren
[4] sotu19
[4] representativesnotrulers
[3] metoo

Top Hashtags in Tweet in G3:
[7] foxnews
[4] warren
[3] elizabethwarren
[3] trump
[3] maga
[3] warren2020
[3] fauxcahontas
[2] care2
[2] presidentsday
[2] pocahontas2020

Top Hashtags in Tweet in G4:
[4] foxnews
[2] walkaway
[2] powwow
[1] wakeupamerica
[1] fakeindian
[1] liar
[1] fruad
[1] aag

Top Hashtags in Tweet in G5:
[116] presidentsday
[4] wematter
[2] care2

Top Hashtags in Tweet in G6:
[69] socialism
[14] neonnettle
[4] jussiesmolletthoax
[1] aoc
[1] amazon
[1] sundaythoughts

Top Hashtags in Tweet in G7:
[2] foxnews
[2] fauxcahontas
[1] socialism
[1] tcot
[1] pocahontas
[1] notanindian
[1] elizabethwarrenfake

Top Hashtags in Tweet in G8:
[10] scrapthecap
[1] neverwarren
[1] kamalawearsblackface
[1] neverneoliberal
[1] tulsi2020
[1] sandersgabbard2020

Top Hashtags in Tweet in G9:
[6] warren2020
[2] spreadingbull
[2] powwow
[1] elizabethwarren
[1] 2020election
[1] socialism
[1] illegal
[1] unconstitutional
[1] endjustifiesthemeans
[1] communist

Top Hashtags in Tweet in G10:
[1] warren2020

Top Words
Top Words in Tweet in Entire Graph:
[3072] Words in Sentiment List#1: Positive
[5254] Words in Sentiment List#2: Negative
[44] Words in Sentiment List#3: Angry/Violent
[106124] Non-categorized Words
[114452] Total Words
[3454] warren
[3326] elizabeth
[1187] senwarren
[724] trump
[700] s

Top Words in Tweet in G1:
[404] senwarren
[279] kamalaharris
[201] speakerpelosi
[176] corybooker
[172] senschumer
[134] aoc
[130] senfeinstein
[125] sengillibrand
[107] sensanders
[86] repadamschiff

Top Words in Tweet in G2:
[547] senwarren
[198] realdonaldtrump
[176] warren
[169] elizabeth
[89] potus
[74] s
[65] amendment
[64] trump
[63] 25th
[61] loufromct

Top Words in Tweet in G3:
[431] warren
[417] elizabeth
[128] trump
[122] american
[116] native
[106] s
[102] 25th
[101] amendment
[99] remove
[96] ancestry

Top Words in Tweet in G4:
[334] warren
[327] elizabeth
[128] campaign
[126] stop
[124] fake
[119] heckled
[117] american
[117] indian
[116] native
[116] lie

Top Words in Tweet in G5:
[232] voices
[184] elizabeth
[182] warren
[127] krassenstein
[124] thanks
[124] being
[124] afraid
[124] speak
[124] truth
[124] here

Top Words in Tweet in G6:
[291] warren
[223] elizabeth
[207] jobs
[182] campaign
[100] heckled
[99] during
[96] speech
[96] 'why
[85] trump
[83] run

Top Words in Tweet in G7:
[252] elizabeth
[252] warren
[194] 1776stonewall
[184] exposed
[182] think
[182] fake
[182] indian
[181] bad
[181] 2019
[181] left

Top Words in Tweet in G8:
[275] philosophrob
[274] elizabeth
[274] warren
[219] s
[219] bill
[203] cory
[203] booker
[194] harris
[192] kamala
[176] bernie

Top Words in Tweet in G9:
[106] ewarren
[80] warren
[74] elizabeth
[60] s
[59] liar
[55] chowdallas
[55] think
[54] dems
[53] time
[51] start

Top Words in Tweet in G10:
[142] elizabeth
[110] asteadwesley
[99] native
[94] new
[94] think
[93] warren's
[93] american
[92] dc
[92] chatter
[92] twitter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3128] elizabeth,warren
[513] native,american
[452] 25th,amendment
[417] warren,heckled
[391] fake,indian
[386] kamala,harris
[317] campaign,stop
[270] cory,booker
[264] use,25th
[236] endorses,use

Top Word Pairs in Tweet in G1:
[70] kamalaharris,senwarren
[60] elizabeth,warren
[50] speakerpelosi,senschumer
[46] kamalaharris,corybooker
[41] speakerpelosi,senfeinstein
[41] senwarren,corybooker
[37] senfeinstein,senbooker
[37] senbooker,senschumer
[37] senschumer,senblumenthal
[34] corybooker,amyklobuchar

Top Word Pairs in Tweet in G2:
[154] elizabeth,warren
[59] 25th,amendment
[57] potus,realdonaldtrump
[56] senwarren,potus
[45] imdeplorable16,senwarren
[44] senwarren,realdonaldtrump
[42] senwarren,using
[40] remove,senwarren
[40] using,25th
[40] amendment,send

Top Word Pairs in Tweet in G3:
[399] elizabeth,warren
[113] native,american
[99] 25th,amendment
[90] use,25th
[87] amendment,remove
[87] remove,trump
[85] warren,endorses
[84] endorses,use
[84] trump,office
[80] american,ancestry

Top Word Pairs in Tweet in G4:
[326] elizabeth,warren
[126] campaign,stop
[119] warren,heckled
[115] native,american
[115] fake,indian
[111] indian,elizabeth
[111] heckled,campaign
[111] stop,over
[111] over,native
[111] american,claims

Top Word Pairs in Tweet in G5:
[182] elizabeth,warren
[124] thanks,elizabeth
[124] warren,being
[124] being,afraid
[124] afraid,speak
[124] speak,truth
[124] truth,here
[123] krassenstein,thanks
[116] presidentsday,lets
[116] lets,amplify

Top Word Pairs in Tweet in G6:
[221] elizabeth,warren
[99] warren,heckled
[96] heckled,during
[96] during,campaign
[96] campaign,speech
[96] speech,'why
[80] it'll,haunt
[80] haunt,right
[80] right,throughout
[80] throughout,unsuccessful

Top Word Pairs in Tweet in G7:
[251] elizabeth,warren
[181] think,bad
[181] bad,2019
[181] 2019,left
[181] left,top
[181] top,3
[181] 3,virginia
[181] virginia,dems
[181] dems,ruined
[181] ruined,elizabeth

Top Word Pairs in Tweet in G8:
[273] elizabeth,warren
[203] cory,booker
[192] kamala,harris
[173] booker,kamala
[173] harris,elizabeth
[173] bernie,sanders'
[171] philosophrob,cory
[130] new,bill
[106] warren,cosponsored
[106] cosponsored,s

Top Word Pairs in Tweet in G9:
[69] elizabeth,warren
[50] heckle,ewarren
[50] ewarren,being
[50] being,liar
[50] liar,think
[50] think,s
[50] s,time
[50] time,start
[50] start,heckling
[50] heckling,dems

Top Word Pairs in Tweet in G10:
[92] new,dc
[92] dc,chatter
[92] chatter,twitter
[92] twitter,think
[92] think,native
[92] native,american
[92] american,controversy
[92] controversy,defining
[92] defining,elizabeth
[92] elizabeth,warren's

Top Replied-To
Top Replied-To in Entire Graph:
@senwarren
@kitcars88557088
@ewarren
@realdonaldtrump
@loufromct
@vir_geaux
@itsgoneawry
@dloesch
@ichampinotu
@thehill

Top Replied-To in G1:
@kitcars88557088
@davycro50709303
@kamalaharris
@speakerpelosi
@senwarren
@freedomworks
@repadamschiff
@melanoidmarkus
@neensca
@corybooker

Top Replied-To in G2:
@senwarren
@loufromct
@realdonaldtrump
@dloesch
@imdeplorable16
@altpress
@usmcsdi69
@freebeacon
@quilts4veterans

Top Replied-To in G4:
@dailycaller
@thedc_opinion
@steph93065
@pink_lady56
@dwarftoss
@squigle13

Top Replied-To in G5:
@krassenstein
@anthony37658511
@msanneboleyn

Top Replied-To in G6:
@lewmoore
@jdawgholland
@secretstranger9
@secupp

Top Replied-To in G7:
@feisty_fl
@azmachman
@1776stonewall

Top Replied-To in G8:
@lyndaobst
@philosophrob
@joyannreid
@alscool1
@geoffmiami
@abo_raghad20112

Top Replied-To in G9:
@ewarren
@senwarren
@redtowel4
@skeeterpence
@kaitmarieox
@gregolear
@roseanndemoro
@palebotterfly66
@chowdallas
@hillaryclinton

Top Replied-To in G10:
@asteadwesley
@neeratanden
@adamcbest
@dax_x98
@welfordwrites
@blmohr
@seawitch64
@kaivanshroff
@daveweigel
@loudthorpe

Top Mentioned
Top Mentioned in Entire Graph:
@senwarren
@kamalaharris
@philosophrob
@realdonaldtrump
@speakerpelosi
@1776stonewall
@senschumer
@aoc
@corybooker
@senfeinstein

Top Mentioned in G1:
@senwarren
@kamalaharris
@speakerpelosi
@corybooker
@senschumer
@aoc
@senfeinstein
@sengillibrand
@sensanders
@amyklobuchar

Top Mentioned in G2:
@senwarren
@realdonaldtrump
@potus
@imdeplorable16
@loufromct
@msnbc
@cnn
@foxnews
@gopchairwoman
@aoc

Top Mentioned in G3:
@lasvegassun
@laststand2019
@ryanmather6060
@wolvereneme
@nhssabine

Top Mentioned in G4:
@gatewaypundit
@cristinalaila1
@breitbartnews
@dougs1978
@asimplepatriot
@dailycaller
@i2idotorg
@thedc_opinion
@chicksonright
@birdle2963

Top Mentioned in G5:
@krassenstein
@allresistnews
@edkrassen
@ralstonreports
@speakerpelosi
@proudresister
@senwarren
@cnnpolitics
@575haiku
@aoc

Top Mentioned in G6:
@secretstranger9
@flyingeagle555
@robjh1
@neonnettle
@blazetv
@dutchsheets
@secupp
@joewonthegame
@lewmoore
@asimplepatriot

Top Mentioned in G7:
@1776stonewall
@feisty_fl
@senwarren
@maxinewaters
@marypatriott
@patriotsofmars
@robinhurley10
@dogwalkingdame
@speakerpelosi
@aoc

Top Mentioned in G8:
@philosophrob
@senwarren
@people4bernie
@mahamosa
@berniesanders
@donnabrazile
@mnmanofhour
@thedemocrats
@teddy_cat1
@vanessabeeley

Top Mentioned in G9:
@ewarren
@chowdallas
@senwarren
@jessbidgood
@redtowel4
@kamalaharris
@cronus4
@dannycalidonia
@dankeberhart
@tulsigabbard

Top Mentioned in G10:
@asteadwesley
@loudthorpe
@senwarren
@sensanders
@senkamalaharris
@adamcbest
@danpfeiffer
@lawrence
@midusamom
@dgrimes2

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@davidjones_now
@soulsdefence
@crewislife
@housecracka
@ez4u2say_janis
@jjauthor
@joefreedomlove
@blkberrycastle
@dancas2

Top Tweeters in G1:
@crewislife
@onahunttoday
@newsgirl123456
@ltd_to_two
@nytimes
@washingtonpost
@puestoloco
@stips620
@abcnews
@soniapernetti_

Top Tweeters in G2:
@jjauthor
@jilevin
@inspiteoftrump
@yojudenz
@huffpost
@indecardio
@mmarty1230
@foxnews
@vetapologist
@slate

Top Tweeters in G3:
@blkberrycastle
@politicalhedge
@statesperson
@texasfreedom101
@buffaloon
@intelwar
@tvthirdeyem
@summedupusa
@bryan700
@quorumcall

Top Tweeters in G4:
@joefreedomlove
@souljahsingh
@mdlmurray
@kentpg
@ingodidotrust
@anilns425
@ophidianpilot
@norvilgirl
@ymcglaun
@bledsoechuck

Top Tweeters in G5:
@kak089
@cindy_52s
@w55unicorn
@penndragonart
@robinball1961
@575haiku
@eddyrogerparker
@thor_2000
@debbiec50234788
@debbidelicious

Top Tweeters in G6:
@joej2020usa
@sandyriccobono
@mousseaujim
@susaniverach
@ouchinagirl
@6549lmartin
@len21878832
@superyayadize
@alicia45kag
@jamierodr10

Top Tweeters in G7:
@patvpeters
@helloteamtrump
@saveaslave
@dianachic1
@bikerbd
@turntablekittah
@jantxnc
@putzie63
@nancy73gg
@brendag38323989

Top Tweeters in G8:
@billm9
@ggg_says
@dgendvil
@senseof_outrage
@flugennock
@brianswiftie13
@starsparkle_uk
@bernieupstateny
@missabsinthe
@mobygrapefan

Top Tweeters in G9:
@dancas2
@edwardcalame
@votingred1
@harjo111
@pgutierrez630
@usvetram
@madmamma4
@chowdallas
@lindamo60594098
@gradyhughes4

Top Tweeters in G10:
@willseattle
@carolmaewy
@mrmurder37
@welfordwrites
@janeface15
@nycsouthpaw
@burcham_don
@fifthhousesun
@midusamom
@thomasjankow


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