SenWarren OR %22Elizabeth Warren%22 OR elizabethforma, Twitter, 9/11/2019 3:32:06 AM, 209379


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SenWarren OR %22Elizabeth Warren%22 OR elizabethforma_2019-09-10_19-40-11.xlsx
SenWarren OR "Elizabeth Warren" OR elizabethforma_2019-09-10_19-40-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
SenWarren OR "Elizabeth Warren" OR elizabethforma via NodeXL http://bit.ly/2A4HbUW
@ewarren
@senwarren
@trumpwarroom
@meralee727
@joe7993
@mmpadellan
@philosophrob
@breitbartnews
@govmikehuckabee
@paulsperry_

Top hashtags:
#talibantraitortrump
#losers
#warren

Description:
Description
The graph represents a network of 5,252 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 Wednesday, 11 September 2019 at 02:41 UTC.

The requested start date was Tuesday, 10 September 2019 at 00:01 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, 0-hour, 55-minute period from Sunday, 08 September 2019 at 17:24 UTC to Monday, 09 September 2019 at 18:20 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 : 5252
Unique Edges : 6966
Edges With Duplicates : 1332
Total Edges : 8298
Number of Edge Types : 3
Mentions : 7336
Replies to : 352
Tweet : 610
Self-Loops : 610
Reciprocated Vertex Pair Ratio : 0.00423295869216173
Reciprocated Edge Ratio : 0.00843023255813954
Connected Components : 365
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 4514
Maximum Edges in a Connected Component : 7565
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.866729
Graph Density : 0.000249471938975683
Modularity : 0.737733
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[142] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[116] https://dailycaller.com/2019/09/07/report-clinton-working-behind-scenes-elizabeth-warren/
[88] https://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[84] https://trib.al/HmLBsza
[80] https://www.thegatewaypundit.com/2019/09/elizabeth-warren-promises-to-put-millions-of-americans-out-of-work-her-first-day-in-office/
[35] https://www.texastribune.org/2019/09/09/elizabeth-warren-endorses-texas-us-rep-henry-cuellars-democratic-prima/
[22] https://www.breitbart.com/politics/2019/09/08/report-hillary-clinton-speaking-to-elizabeth-warren-behind-the-scenes/
[19] https://www.thedailybeast.com/elizabeth-warren-backs-jessica-cisneros-a-justice-democrat-primarying-rep-henry-cuellar-in-texas
[17] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html?action=click&module=Top%20Stories&pgtype=Homepage
[14] https://www.washingtonexaminer.com/news/elizabeth-warren-using-hillary-clinton-as-confidant-in-potential-face-off-with-trump

Top URLs in Tweet in G1:
[26] https://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[4] https://www.nbcnews.com/politics/2020-election/warren-clinton-talk-behind-scenes-2020-race-intensifies-n1049701
[3] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[3] https://www.foxnews.com/us/ms13-gang-members-illegal-immigrants-maryland-stabbing-deadly-ice
[2] https://magamedia.org/2019/09/08/reportelizabeth-warren-and-hillary-clinton-teaming-up-to-take-out-democrat-candidates/
[2] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html#click=https://t.co/kb7r4ZDozN
[2] https://twitter.com/tytpolitics/status/1170446747493117952
[2] http://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[2] https://twitter.com/BreitbartNews/status/1170365113053962241
[1] https://oig.hhs.gov/oas/reports/region12/121920001.pdf

Top URLs in Tweet in G2:
[9] https://www.nbcnews.com/politics/2020-election/warren-clinton-talk-behind-scenes-2020-race-intensifies-n1049701
[8] https://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[7] https://www.chicagotribune.com/columns/john-kass/ct-elizabeth-warren-bernie-sanders-kass-20190904-xy5zcqboujeazpsyduqiid6vhm-story.html
[7] https://time.com/3695581/elizabeth-warren-medical-device-lobbyists-obamacare/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[6] https://www.washingtonexaminer.com/news/elizabeth-warren-using-hillary-clinton-as-confidant-in-potential-face-off-with-trump
[5] https://www.salon.com/2019/09/09/dear-bernie-heres-how-you-can-still-win-but-the-chance-may-soon-slip-away/
[4] https://www.pscp.tv/w/cEUdeTFsWkVwWXduQk9HUW58MWRqR1hSYlJ5TmR4WhcIea4PrVfGpxxlmzdvdmM03Go4CH6N6-TD7x__yyQk
[3] https://www.huffpost.com/entry/elizabeth-warren-cherokee-apology_n_5d5ed7e6e4b0dfcbd48a1b01
[3] http://inthesetimes.com/article/22049/elizabeth-warren-2020-bernie-sanders-hillary-clinton-democratic-party-dnc
[3] https://www.washingtonpost.com/politics/joe-biden-ahead-in-democratic-race-with-sens-bernie-sanders-and-elizabeth-warren-also-forming-the-top-tier/2019/09/07/0bdba9fa-d0cc-11e9-87fa-8501a456c003_story.html

Top URLs in Tweet in G4:
[26] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[9] https://www.teenvogue.com/story/elizabeth-warren-women-candidates-support
[6] https://www.texastribune.org/2019/09/09/elizabeth-warren-endorses-texas-us-rep-henry-cuellars-democratic-prima/
[5] https://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[5] https://www.motherjones.com/environment/2019/09/give-me-a-break-elizabeth-warren-just-cut-through-the-dumbest-climate-argument/
[5] https://dailycaller.com/2019/09/07/report-clinton-working-behind-scenes-elizabeth-warren/
[4] https://www.reddit.com/r/Pete_Buttigieg/comments/d1t0wp/sen_elizabeth_warren_mayor_pete_buttigieg_will/?utm_source=ifttt
[4] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html?smid=nytcore-ios-share
[4] https://www.cbsnews.com/news/elizabeth-warren-says-she-knows-how-to-fight-as-cbs-news-poll-shows-rise-voters-think-she-could-beat-trump/
[3] https://twitter.com/dannyolearynh/status/1170503140405387265

Top URLs in Tweet in G5:
[1] https://www.politico.com/story/2019/09/07/new-hampshire-democratic-candidates-2020-1484590
[1] https://www.thedailybeast.com/donald-trump-and-elizabeth-warren-trumpworld-anxiety-grows-over-the-massachusetts-democrat?source=articles&via=rss
[1] https://news.yahoo.com/bernie-sanders-elizabeth-warren-split-progressives-130038672.html?soc_src=hl-viewer&soc_trk=tw
[1] https://www.breitbart.com/politics/2019/09/08/report-hillary-clinton-speaking-to-elizabeth-warren-behind-the-scenes/?fbclid=IwAR0JQdOqoh95W8HpW9LO-bbO2KFmxJwsTWbgT4PhNrhUjrOOlI79mlxpDQM
[1] https://time.com/3695581/elizabeth-warren-medical-device-lobbyists-obamacare/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article

Top URLs in Tweet in G6:
[5] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[5] https://neonnettle.com/news/8723-hillary-clinton-advising-elizabeth-warren-on-how-to-beat-trump-in-2020?utm_source=Neon+Nettle+News&utm_campaign=fd1f1cff58-EMAIL&utm_medium=email&utm_term=0_463f93dbc0-fd1f1cff58-72270997
[1] https://metro.co.uk/2019/09/08/protesters-wear-make-hong-kong-great-hats-ask-donald-trump-help-10705849/
[1] https://twitter.com/paulsperry_/status/1171103844572565504

Top URLs in Tweet in G7:
[72] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[11] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://twitter.com/thehill/status/1171041814880509952
[1] https://www.washingtonexaminer.com/opinion/elizabeth-warren-would-appreciate-it-if-everyone-stopped-pointing-out-that-climate-change-alarmists-want-to-ban-everyday-items
[1] https://www.merkley.senate.gov/news/press-releases/senators-urge-department-of-energy-to-uphold-energy-efficiency-standards-2019
[1] https://twitter.com/TrumpWarRoom/status/1169432615474094082
[1] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html?emc=rss&partner=rss
[1] https://www.thegatewaypundit.com/2019/09/elizabeth-warren-promises-to-put-millions-of-americans-out-of-work-her-first-day-in-office/#
[1] https://neonnettle.com/news/8723-hillary-clinton-advising-elizabeth-warren-on-how-to-beat-trump-in-2020?utm_source=Neon+Nettle+News&utm_campaign=fd1f1cff58-EMAIL&utm_medium=email&utm_term=0_463f93dbc0-fd1f1cff58-72270997
[1] https://twitter.com/thehill/status/1170925045528633344

Top URLs in Tweet in G8:
[3] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html
[1] https://www.nytimes.com/2019/09/09/us/politics/elizabeth-warren-2020.html?emc=rss&partner=rss
[1] https://twitter.com/CuellarCampaign/status/1171110638871072769

Top URLs in Tweet in G9:
[7] https://www.breitbart.com/politics/2019/09/08/report-hillary-clinton-speaking-to-elizabeth-warren-behind-the-scenes/
[5] https://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[5] https://www.thegatewaypundit.com/2019/09/elizabeth-warren-promises-to-put-millions-of-americans-out-of-work-her-first-day-in-office/
[4] https://dailycaller.com/2019/09/07/report-clinton-working-behind-scenes-elizabeth-warren/
[3] https://www.dailywire.com/news/51508/report-elizabeth-warren-hillary-clinton-teaming-emily-zanotti
[3] https://www.dailykos.com/stories/2019/9/3/1883201/-Democrats-most-engaged-voting-bloc-is-gravitating-toward-Elizabeth-Warren?detail=emaildksp
[3] https://www.washingtonpost.com/politics/joe-biden-ahead-in-democratic-race-with-sens-bernie-sanders-and-elizabeth-warren-also-forming-the-top-tier/2019/09/07/0bdba9fa-d0cc-11e9-87fa-8501a456c003_story.html
[2] https://www.infowars.com/hillary-clinton-elizabeth-warrens-secret-talks-ignite-outrage-mockery-on-social-media/
[2] https://theconservativetreehouse.com/2019/09/07/senator-elizabeth-warren-promises-to-rebuild-russian-economy-grow-chinas-influence-and-support-maduro-regime-in-venezuela/
[2] https://s.einnews.com:443/7dTgqwt8VC

Top URLs in Tweet in G10:
[7] https://www.cbsnews.com/amp/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[6] https://thehill.com/homenews/campaign/460517-warren-endorses-texas-democrat-cuellars-primary-challenger
[4] https://www.thedailybeast.com/elizabeth-warren-backs-jessica-cisneros-a-justice-democrat-primarying-rep-henry-cuellar-in-texas?via=twitter_page
[3] https://www.cbsnews.com/news/cbs-news-battleground-tracker-2020-poll-elizabeth-warren-rises-as-joe-biden-clings-to-delegate-edge/
[3] https://www.texastribune.org/2019/09/09/elizabeth-warren-endorses-texas-us-rep-henry-cuellars-democratic-prima/
[1] https://trib.al/iCobDPz
[1] https://www.politifact.com/facebook-fact-checks/statements/2018/dec/19/blog-posting/elizabeth-warren-did-not-say-women-should-be-raped/
[1] https://www.chicagotribune.com/columns/john-kass/ct-elizabeth-warren-bernie-sanders-kass-20190904-xy5zcqboujeazpsyduqiid6vhm-story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[177] nytimes.com
[160] twitter.com
[117] dailycaller.com
[107] cbsnews.com
[97] trib.al
[81] thegatewaypundit.com
[36] texastribune.org
[30] breitbart.com
[27] dailywire.com
[24] thedailybeast.com

Top Domains in Tweet in G1:
[30] twitter.com
[28] cbsnews.com
[6] nbcnews.com
[5] nytimes.com
[4] foxnews.com
[2] hhs.gov
[2] washingtonpost.com
[2] magamedia.org
[2] youtube.com
[2] breitbart.com

Top Domains in Tweet in G2:
[12] twitter.com
[9] nbcnews.com
[9] cbsnews.com
[7] chicagotribune.com
[7] time.com
[6] washingtonexaminer.com
[6] youtube.com
[6] pscp.tv
[5] salon.com
[4] nytimes.com

Top Domains in Tweet in G4:
[32] nytimes.com
[21] twitter.com
[13] teenvogue.com
[10] cbsnews.com
[6] motherjones.com
[6] texastribune.org
[5] dailycaller.com
[4] reddit.com
[4] nyti.ms
[3] politico.com

Top Domains in Tweet in G5:
[1] politico.com
[1] thedailybeast.com
[1] yahoo.com
[1] breitbart.com
[1] time.com

Top Domains in Tweet in G6:
[5] nytimes.com
[5] neonnettle.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G7:
[84] nytimes.com
[3] twitter.com
[1] washingtonexaminer.com
[1] senate.gov
[1] thegatewaypundit.com
[1] neonnettle.com
[1] buff.ly
[1] newsweek.com

Top Domains in Tweet in G8:
[4] nytimes.com
[1] twitter.com

Top Domains in Tweet in G9:
[28] twitter.com
[8] washingtonpost.com
[7] breitbart.com
[5] cbsnews.com
[5] dailykos.com
[5] americanthinker.com
[5] thegatewaypundit.com
[4] dailycaller.com
[4] cnn.com
[4] nytimes.com

Top Domains in Tweet in G10:
[10] cbsnews.com
[6] thehill.com
[4] thedailybeast.com
[3] texastribune.org
[1] trib.al
[1] politifact.com
[1] chicagotribune.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[243] talibantraitortrump
[19] losers
[17] warren
[17] warren2020
[11] new
[8] il03
[6] feelthebern
[6] lgbtqforum
[6] yanggang
[6] teamwarren



Top Hashtags in Tweet in G1:
[6] mqm
[3] ityw
[3] podcast
[3] sc2020
[3] twgrp
[3] foxnews
[3] truenews
[2] brexit
[2] biya
[2] southerncameroons

Top Hashtags in Tweet in G2:
[11] new
[6] feelthebern
[3] medicareforall
[3] neverwarren
[3] sundaymorning
[2] bernie2020
[2] warren
[2] bernie
[2] hillaryclinton
[2] demexit

Top Hashtags in Tweet in G3:
[11] talibantraitortrump

Top Hashtags in Tweet in G4:
[8] il03
[6] lgbtqforum
[6] yanggang
[4] iacaucus
[3] lockedandloaded
[3] teamwarren
[3] winwithwarren
[2] election2020
[2] lipserviceliz
[2] stillwithher

Top Hashtags in Tweet in G5:
[227] talibantraitortrump
[3] warren2020
[1] ppab
[1] winwithwarren

Top Hashtags in Tweet in G6:
[1] fauxcahontas
[1] lieawatha
[1] affirmativeactionfraud

Top Hashtags in Tweet in G7:
[1] maga
[1] wiright

Top Hashtags in Tweet in G9:
[3] rising
[3] thehill
[3] krystalball
[3] saagerenjeti
[2] warren
[2] bernie2020
[2] smartnews
[1] warren2020
[1] g8m
[1] biden

Top Hashtags in Tweet in G10:
[1] lookitup
[1] fuckwarren

Top Words
Top Words in Tweet in Entire Graph:
[3803] Words in Sentiment List#1: Positive
[3235] Words in Sentiment List#2: Negative
[44] Words in Sentiment List#3: Angry/Violent
[111138] Non-categorized Words
[118176] Total Words
[4111] warren
[3386] elizabeth
[1049] hillary
[970] clinton
[770] money

Top Words in Tweet in G1:
[170] senwarren
[76] berniesanders
[50] warren
[49] yougov
[46] cbsnews
[44] latest
[43] polling
[43] nevada
[42] trump
[42] joebiden

Top Words in Tweet in G2:
[510] warren
[355] elizabeth
[177] sanders
[171] philosophrob
[149] 2020
[128] biden
[113] vote
[104] c
[99] cbs
[93] delegates

Top Words in Tweet in G3:
[449] warren
[446] elizabeth
[443] hillary
[443] clinton
[354] unlikeable
[268] kamala
[268] harris
[267] chrissy
[267] teigen
[267] debra

Top Words in Tweet in G4:
[234] warren
[220] ewarren
[212] elizabeth
[102] s
[79] more
[75] women
[71] office
[70] campaign
[65] big
[62] money

Top Words in Tweet in G5:
[232] mmpadellan
[229] putin
[229] going
[228] taliban
[227] fell
[227] love
[227] believe
[227] secretly
[227] meet
[227] camp

Top Words in Tweet in G6:
[353] warren
[350] elizabeth
[186] new
[165] money
[151] d
[150] beijing
[149] paulsperry_
[148] breaking
[148] raising
[148] dan

Top Words in Tweet in G7:
[371] warren
[288] elizabeth
[192] trumpwarroom
[155] money
[143] big
[124] people
[124] out
[123] annoyed
[123] keep
[123] pointing

Top Words in Tweet in G8:
[199] money
[194] take
[190] raised
[187] illegal
[187] one
[187] office
[187] use
[187] run
[187] another
[187] donors

Top Words in Tweet in G9:
[149] warren
[144] elizabeth
[40] hillary
[35] clinton
[29] s
[16] bernie
[15] biden
[15] out
[15] democratic
[15] behind

Top Words in Tweet in G10:
[220] warren
[156] 8
[142] sanders
[132] supporters
[123] 10
[77] new
[70] enthusiastic
[68] biden
[68] 26
[64] same

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3270] elizabeth,warren
[905] hillary,clinton
[490] kamala,harris
[380] chrissy,teigen
[379] warren,hillary
[378] debra,messing
[314] teigen,elizabeth
[312] clinton,debra
[312] messing,kamala
[290] ocasio,cortez

Top Word Pairs in Tweet in G1:
[44] cbsnews,yougov
[41] berniesanders,leads
[41] leads,latest
[41] latest,cbsnews
[41] yougov,polling
[41] polling,nevada
[34] elizabeth,warren
[21] new,berniesanders
[21] nevada,though
[21] though,joebiden

Top Word Pairs in Tweet in G2:
[335] elizabeth,warren
[117] philosophrob,elizabeth
[86] cbs,article
[86] article,biden
[86] biden,600
[86] 600,delegates
[86] delegates,warren
[86] warren,545
[86] 545,sanders
[86] sanders,286

Top Word Pairs in Tweet in G3:
[446] elizabeth,warren
[443] hillary,clinton
[268] kamala,harris
[267] chrissy,teigen
[267] debra,messing
[266] teigen,elizabeth
[266] warren,hillary
[266] clinton,debra
[266] messing,kamala
[266] harris,alexandria

Top Word Pairs in Tweet in G4:
[199] elizabeth,warren
[66] warren,s
[57] s,campaign
[51] ewarren,doing
[46] big,money
[39] thank,ewarren
[34] fund,raising
[33] supporting,women
[33] open,secret
[33] campaign,big

Top Word Pairs in Tweet in G5:
[227] fell,love
[227] love,believe
[227] believe,putin
[227] putin,going
[227] going,secretly
[227] secretly,meet
[227] meet,taliban
[227] taliban,camp
[227] camp,david
[227] david,#talibantraitortrump

Top Word Pairs in Tweet in G6:
[349] elizabeth,warren
[150] warren,d
[150] d,beijing
[148] breaking,elizabeth
[148] beijing,raising
[148] raising,money
[148] money,dan
[148] dan,mccready
[148] mccready,nc
[148] nc,district

Top Word Pairs in Tweet in G7:
[271] elizabeth,warren
[190] trumpwarroom,elizabeth
[143] big,money
[123] warren,annoyed
[123] annoyed,people
[123] people,keep
[123] keep,pointing
[123] pointing,out
[123] out,brand
[123] brand,climate

Top Word Pairs in Tweet in G8:
[187] illegal,take
[187] take,money
[187] money,raised
[187] raised,one
[187] one,office
[187] office,use
[187] use,run
[187] run,another
[187] another,donors
[187] donors,gave

Top Word Pairs in Tweet in G9:
[136] elizabeth,warren
[34] hillary,clinton
[10] behind,scenes
[9] warren,hillary
[9] bernie,sanders
[8] social,media
[8] warren,s
[8] report,hillary
[7] joe,biden
[7] clinton,speaking

Top Word Pairs in Tweet in G10:
[122] 8,10
[70] warren,supporters
[62] sanders,supporters
[61] 10,sanders
[61] supporters,enthusiastic
[61] enthusiastic,warren
[61] warren,becomes
[61] becomes,nominee
[61] nominee,8
[61] 10,warren

Top Replied-To
Top Replied-To in Entire Graph:
@senwarren
@ewarren
@olegrdnr
@misafrancoo
@realdonaldtrump
@antitrumpmarine
@breitbartnews
@philosophrob
@proudresister
@psalm7115

Top Replied-To in G1:
@senwarren
@realdonaldtrump
@stewardshipamer
@speakerpelosi
@berniesanders
@xorjeo
@skipworthkaren
@richiefed
@chidinwatu
@badasvlad

Top Replied-To in G2:
@philosophrob
@presumptuousbug
@rocknrollzilla
@jackox48
@chicagotribune
@katalin_pota
@axcomrade
@lauren_steiner
@statuscoup
@milmore

Top Replied-To in G4:
@ewarren
@edwardthardy
@joshfoxfilm
@adamgreen
@fox_c4ew
@nh_for_warren
@cinematiczodiac
@rokhanna
@jerm1111
@bj141cox

Top Replied-To in G5:
@resistersiano
@omgno2trump
@frantzrunnem

Top Replied-To in G6:
@realsaavedra
@paulsperry_

Top Replied-To in G7:
@pink_about_it
@trumpwarroom
@jackposobiec

Top Replied-To in G8:
@virginiaconser7

Top Replied-To in G10:
@calltoart
@theplumlinegs
@iamjulesward

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@meralee727
@senwarren
@mmpadellan
@trumpwarroom
@govmikehuckabee
@philosophrob
@aliceblumm
@paulsperry_
@berniesanders

Top Mentioned in G1:
@senwarren
@berniesanders
@yougov
@cbsnews
@joebiden
@realdonaldtrump
@senschumer
@speakerpelosi
@thisalextin
@aoc

Top Mentioned in G2:
@philosophrob
@presumptuousbug
@ewarren
@kurthackbarth
@benjaminnorton
@ppollingnumbers
@woobietuesday
@berniesanders
@carakorte
@dnc

Top Mentioned in G3:
@meralee727
@aliceblumm
@mmpadellan
@hesiod2k11
@resistersiano

Top Mentioned in G4:
@ewarren
@shanegoldmacher
@motherjones
@creynoldsnc
@senwarren
@therealarmyvet
@nytimes
@andrewyang
@hillaryclinton
@liuba4congress

Top Mentioned in G5:
@mmpadellan
@resistersiano
@omgno2trump
@meralee727
@aliceblumm
@sophie_rose_b
@admiralmpj
@theplumlinegs
@philosophrob
@breitbartnews

Top Mentioned in G6:
@paulsperry_
@realsaavedra
@rednationrising
@lionelmedia
@govmikehuckabee
@trumpwarroom
@ilmforg
@cosmopurplerain
@mattwolking

Top Mentioned in G7:
@trumpwarroom
@comfortablysmug
@soaronthewings
@andrewhclark
@pink_about_it
@paulsperry_
@joyreaper
@agwillliambarr
@rednationrising
@realdonaldtrump

Top Mentioned in G8:
@govmikehuckabee
@mattwolking
@trumpwarroom
@cuellarcampaign
@paulsperry_
@realsaavedra
@joyreaper
@nytimes

Top Mentioned in G9:
@rudyhavenstein
@lindamontano18

Top Mentioned in G10:
@ryangrim
@thehill
@theplumlinegs
@studentactivism
@brasilmagic
@thedailybeast
@samuel_burnear
@elizabethwarren
@rebeccakkatz
@kurthackbarth

Top Tweeters
Top Tweeters in Entire Graph:
@enigmanetxx
@theagood
@cagney1991
@joefreedomlove
@rjber15
@sharneal
@twitlertwit
@manmet80
@dancas2
@drdaveanddee

Top Tweeters in G1:
@dancas2
@willseattle
@shoq
@phendricks71
@sar_oso
@anzers
@jali_cat
@capatosta122
@usatoday
@corinneam

Top Tweeters in G2:
@enigmanetxx
@rjber15
@twitlertwit
@drdaveanddee
@truthglow
@mastaofmp3s
@huffpost
@senseof_outrage
@msrock4ever
@flugennock

Top Tweeters in G3:
@lehimesa
@mlczone
@24baseballreed
@mterr337
@thegaychel
@whirledcitizen_
@hesiod2k11
@sweetgreatmom
@andrewonseeair
@plusultra56

Top Tweeters in G4:
@dgendvil
@ambinc1
@wwf
@cherokeenative3
@kristafrances
@nytimes
@markburgerenerg
@williamlharbuck
@monstermarcia
@leighlike1234

Top Tweeters in G5:
@stockguy61
@manchuriandevil
@phillygirl1441
@trumpgot2go
@geegeebythesea
@fol2009
@skrbelly1
@carolk47
@sooze555
@pameladubsky49

Top Tweeters in G6:
@docwashburn
@turntablekittah
@rncat50
@rockie_springer
@gulfdogs
@aliwojo19
@rednationrising
@tony_sanky
@lionelmedia
@lauriemettier

Top Tweeters in G7:
@edwardcalame
@scribbledpages1
@miller_gwen
@hwholcomb
@bikerbd
@lindasuhler
@jenniferevette6
@au_bebe
@a3auntie
@theeleanordavis

Top Tweeters in G8:
@kyleraccio
@sissywillis
@calling12001
@sunnyjl52
@eviethekid
@lleslie2278
@pdqaccessories
@beckyeubankcox
@matthew52802818
@jgonza28

Top Tweeters in G9:
@pmgeezer
@solusnan1
@ussanews
@sdnewsfeed
@persiankittenz
@jeffs_araujo35
@rpstranslations
@gordsuk
@deenie7940
@southpaw816

Top Tweeters in G10:
@thehill
@actdontreact
@fieryreddragon
@wise_diva
@morr_1980
@everyhumanknows
@demfromct
@painter_nancy
@inky_mark
@thedailybeast