Bernie Sanders, Twitter, 9/11/2019 7:49:49 AM, 209399


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Bernie Sanders_2019-09-11_00-32-21.xlsx
Bernie Sanders_2019-09-11_00-32-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
Bernie Sanders via NodeXL http://bit.ly/2A9DVI0
@charliekirk11
@berniesanders
@andrewyang
@hayley561girl
@usa1sek
@davidsirota
@choosetobfree
@chuckcallesto
@philosophrob
@rednationrising

Top hashtags:
#breaking
#bernie2020
#happybirthdaybernie
#wethepeopleamendment

Description:
Description
The graph represents a network of 5,225 Twitter users whose tweets in the requested range contained "Bernie Sanders", 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 07:34 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, 25-minute period from Sunday, 08 September 2019 at 17:03 UTC to Monday, 09 September 2019 at 17:28 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 : 5225
Unique Edges : 6372
Edges With Duplicates : 586
Total Edges : 6958
Number of Edge Types : 3
Mentions : 5992
Replies to : 317
Tweet : 649
Self-Loops : 649
Reciprocated Vertex Pair Ratio : 0.00263548015154011
Reciprocated Edge Ratio : 0.00525710530639067
Connected Components : 386
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 4378
Maximum Edges in a Connected Component : 6145
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.511333
Graph Density : 0.000223004608835188
Modularity : 0.804987
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[135] https://dailycaller.com/2019/09/07/bernie-sanders-linda-sarsour-jewish-israel/
[86] https://trendingpolitics.com/sanders-brings-on-anti-semitic-activist-linda-sarsour-to-campaign-for-him/?utm_source=realjack&utm_medium=twitter
[24] https://thedcpatriot.com/wow-linda-sarsour-now-campaigning-for-bernie-sanders/
[23] https://www.youtube.com/watch?v=pazW0ym0R6A&feature=youtu.be

[20] https://trendingpolitics.com/sanders-brings-on-anti-semitic-activist-linda-sarsour-to-campaign-for-him/#.XXWH3YTyF7A.twitter
[19] https://www.thegatewaypundit.com/2019/09/perfect-democratic-candidate-bernie-sanders-enlists-anti-semite-linda-sarsour-as-campaign-surrogate/
[15] https://oneclickpolitics.global.ssl.fastly.net/messages/edit?promo_id=6952
[14] https://www.foxnews.com/opinion/sally-pipes-sanders-and-the-lie-of-a-pro-union-medicare-for-all
[13] https://www.breitbart.com/radio/2019/09/07/alveda-king-bernies-population-control-will-target-black-communities/
[11] https://www.breitbart.com/2020-election/2019/09/08/linda-sarsour-endorses-bernie-sanders-for-president/

Top URLs in Tweet in G1:
[2] https://atr.ivolunteers.com/Sign/Oppose-a-Green-New-Deal-Meat-Tax
[2] https://www.thegatewaypundit.com/2019/09/perfect-democratic-candidate-bernie-sanders-enlists-anti-semite-linda-sarsour-as-campaign-surrogate/
[1] https://twitter.com/usa1sek/status/1170991735876534272
[1] https://www.politifact.com/personalities/bernie-sanders/statements/byruling/false/
[1] https://heavy.com/news/2019/06/bernie-sanders-house-home-photos/
[1] https://twitter.com/charliekirk11/status/1171082546680958976
[1] https://www.newsweek.com/bernie-sanders-campaign-illegal-contribution-828044
[1] https://trendingpolitics.com/bernie-sanders-scolds-crying-baby-keep-that-down-a-little-bit/#.XXaCHKFz99I.twitter
[1] https://twitter.com/djrothkopf/status/1033343423514927104

Top URLs in Tweet in G2:
[11] http://www.thegatewaypundit.com/2017/09/flashback-bernie-sanders-says-medicaid-everybody-bankrupt-nation-video/
[3] https://berniesanders.com/students
[3] https://thehill.com/hilltv/rising/460314-hill-editor-in-chief-sanders-has-to-ease-fears-among-seniors-on-medicare-for
[3] https://www.chicagotribune.com/columns/john-kass/ct-elizabeth-warren-bernie-sanders-kass-20190904-xy5zcqboujeazpsyduqiid6vhm-story.html
[3] https://www.thegatewaypundit.com/2019/09/perfect-democratic-candidate-bernie-sanders-enlists-anti-semite-linda-sarsour-as-campaign-surrogate/
[2] https://www.chicagotribune.com/columns/john-kass/ct-elizabeth-warren-bernie-sanders-kass-20190904-xy5zcqboujeazpsyduqiid6vhm-story.html?fbclid=IwAR05b09BlDuLGigSP-67_ftm7JNGxPwzrW9uWCA3ImmBB6UgPZCACJXnol4
[2] https://www.c-span.org/video/?c4543960/bernie-sanders-speaking-persian-gulf-war-1991
[2] https://www.truthdig.com/articles/corporate-media-is-misleading-us-all-about-bernie-sanders-climate-plan/
[2] http://pitchfork.com/news/64548-bon-ivers-justin-vernon-introduces-bernie-sanders-at-eau-claire-rally-watch/?mbid=social_twitter
[2] https://www.youtube.com/watch?v=yP194CAavys


Top URLs in Tweet in G3:
[1] https://emersonpolling.reportablenews.com/pr/iowa-2020-biden-and-sanders-neck-and-neck-in-democratic-field-mayor-pete-jumps-to-double-digits
[1] https://twitter.com/greg06897/status/1170746915975303169
[1] https://twitter.com/briebriejoy/status/1170186095369359362
[1] https://twitter.com/andrewyang/status/1169812022697046016
[1] https://secure.actblue.com/contribute/page/lets-go-bernie?refcode=old_site
[1] https://twitter.com/bern_identity/status/1170074514002067457
[1] https://twitter.com/BernieSanders/status/1146176723974799360

Top URLs in Tweet in G4:
[1] https://www.cjr.org/opinion/bernie-sanders-media-silicon-valley.php
[1] https://trib.al/wMdFgTy
[1] https://www.thedailybeast.com/bernie-sanders-out-raises-joe-biden-in-obama-trump-swing-counties
[1] https://dailycaller.com/2019/09/03/bernie-sanders-n-word-1997-book/
[1] https://www.denverpost.com/2019/09/06/bernie-sanders-john-hickenlooper-endorsement/
[1] http://www.npr.org/2017/09/13/550757713/why-bernie-sanders-single-payer-health-care-plan-failed-in-vermont?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.nbcnews.com/politics/2020-election/bernie-sanders-signs-dnc-loyalty-pledge-i-am-member-democratic-n979696
[1] https://twitter.com/alathena/status/1170714428008030208
[1] https://twitter.com/i/events/1170685846384594946

Top URLs in Tweet in G5:
[1] https://www.breitbart.com/2020-election/2019/09/08/linda-sarsour-endorses-bernie-sanders-for-president/
[1] https://lauraloomer.us/2019/09/08/anti-semite-linda-sarsour-endorses-bernie-sanders-claims-she-supports-jews/#.XXW7P3ny5b4.twitter

Top URLs in Tweet in G6:
[7] https://www.thegatewaypundit.com/2019/09/perfect-democratic-candidate-bernie-sanders-enlists-anti-semite-linda-sarsour-as-campaign-surrogate/
[6] https://www.weaselzippers.us/431935-bernie-sanders-trots-out-linda-sarsour-as-a-campaign-surrogate/
[2] https://audioboom.com/posts/7363022-is-bernie-sanders-right-to-say-we-are-having-too-many-children
[2] https://www.youtube.com/watch?v=6AENKrNzTBI

[1] https://twitter.com/benshapiro/status/1171070915494305792
[1] https://medium.com/@SenSanders/senator-bernie-sanders-and-representative-alexandria-ocasio-cortez-s-plan-to-stop-big-banks-and-1817c205587b
[1] https://www.nytimes.com/2019/04/15/us/politics/bernie-sanders-taxes.html
[1] https://www.forbes.com/sites/michaelshellenberger/2019/04/16/bernie-sanders-denies-closure-of-vermont-nuclear-plant-increased-emissions-the-data-says-otherwise/#1d276b1343d9
[1] https://www.washingtonexaminer.com/opinion/kremlin-kamala-harris-and-other-democrats-are-embracing-vladimir-putins-preferred-us-energy-policy

Top URLs in Tweet in G7:
[5] https://twitter.com/joshfoxfilm/status/1170658872941584384
[3] https://www.mediaite.com/news/bernie-sanders-campaign-defends-use-of-uncensored-n-word-in-1997-book-critiquing-racism-is-not-racism/
[3] https://twitter.com/i/events/1170685846384594946
[2] https://www.wmur.com/article/u-s-sen-bernie-sanders-speaks-at-the-nh-democratic-party-convention/28949836?utm_campaign=wmur9&utm_content=5d74f7fa145a570001540a4d&utm_medium=twitter&utm_source=trueanthem
[2] https://www.bostonherald.com/2019/09/07/bernie-sanders-taking-nothing-for-granted-in-2020-presidential-bid/?utm_campaign=socialflow&utm_medium=social&utm_source=twitter.com&utm_content=tw-bostonherald
[1] https://www.buzzfeednews.com/article/rubycramer/bernie-sanders-revolution-needs-black-voters-to-win-but-can#4ldqpgc
[1] https://twitter.com/TopherSpiro/status/1171074870551240705
[1] https://news.yahoo.com/bernie-sanders-elizabeth-warren-split-progressives-130038672.html
[1] https://www.facebook.com/cnn/videos/10154493621006509?sfns=mo
[1] https://www.mediaite.com/news/bernie-sanders-campaign-defends-use-of-uncensored-n-word-in-1997-book-critiquing-racism-is-not-racism/amp/?__twitter_impression=true

Top URLs in Tweet in G8:
[5] https://twitter.com/i/events/1170685846384594946
[3] https://www.youtube.com/watch?v=pazW0ym0R6A&feature=youtu.be

[2] https://pjmedia.com/trending/bernie-sanders-abortion-helps-curb-population-growth-to-combat-climate-change/
[2] https://dailycaller.com/2019/09/04/bernie-sanders-abortion-climate-change/
[2] https://twitter.com/CNN/status/1169427665780125697
[2] http://www.dailykos.com/stories/2015/11/22/1453352/-Article-America-has-never-recovered-from-Ronald-Reagan-That-s-why-Bernie-Sanders-is-so-important
[2] https://www.mediaite.com/news/bernie-sanders-campaign-defends-use-of-uncensored-n-word-in-1997-book-critiquing-racism-is-not-racism/
[2] http://www.democracynow.org/2016/4/27/noam_chomsky_bernie_sanders_is_not
[2] https://www.newsweek.com/bernie-sanders-campaign-15-dollar-minimum-wage-staff-2020-controversy-1450267
[2] https://www.huffpost.com/entry/bernie-sanders-elizabeth-warren-split-vote_n_5d766b36e4b0fde50c2aaafa

Top URLs in Tweet in G9:
[1] https://www.dailycaller.com/2019/09/07/bernie-sanders-linda-sarsour-jewish-israel/
[1] https://www.breitbart.com/radio/2019/09/07/alveda-king-bernies-population-control-will-target-black-communities/

Top URLs in Tweet in G10:
[3] https://trendingpolitics.com/sanders-brings-on-anti-semitic-activist-linda-sarsour-to-campaign-for-him/#.XXTuG7wpmW-.twitter
[2] https://zenith.news/bernie-sanders-at-the-islamic-society-of-north-america-part-1/
[1] https://trendingpolitics.com/sanders-brings-on-anti-semitic-activist-linda-sarsour-to-campaign-for-him/?utm_source=star&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[146] dailycaller.com
[115] trendingpolitics.com
[112] twitter.com
[75] youtube.com
[33] breitbart.com
[31] thegatewaypundit.com
[26] thedcpatriot.com
[23] foxnews.com
[15] berniesanders.com
[15] fastly.net

Top Domains in Tweet in G1:
[3] twitter.com
[2] ivolunteers.com
[2] thegatewaypundit.com
[1] politifact.com
[1] heavy.com
[1] newsweek.com
[1] trendingpolitics.com

Top Domains in Tweet in G2:
[14] thegatewaypundit.com
[9] berniesanders.com
[9] twitter.com
[8] youtube.com
[5] chicagotribune.com
[4] thehill.com
[3] pscp.tv
[3] bit.ly
[3] senate.gov
[3] jacobinmag.com

Top Domains in Tweet in G3:
[5] twitter.com
[1] reportablenews.com
[1] actblue.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] cjr.org
[1] trib.al
[1] thedailybeast.com
[1] dailycaller.com
[1] denverpost.com
[1] npr.org
[1] nbcnews.com

Top Domains in Tweet in G5:
[1] breitbart.com
[1] lauraloomer.us

Top Domains in Tweet in G6:
[7] thegatewaypundit.com
[6] weaselzippers.us
[2] audioboom.com
[2] youtube.com
[1] twitter.com
[1] medium.com
[1] nytimes.com
[1] forbes.com
[1] washingtonexaminer.com

Top Domains in Tweet in G7:
[9] twitter.com
[5] mediaite.com
[2] buzzfeednews.com
[2] dailycaller.com
[2] wmur.com
[2] bostonherald.com
[1] yahoo.com
[1] facebook.com
[1] vtdigger.org
[1] motherjones.com

Top Domains in Tweet in G8:
[24] twitter.com
[8] youtube.com
[5] huffpost.com
[4] dailycaller.com
[3] blogspot.com
[2] pjmedia.com
[2] dailykos.com
[2] mediaite.com
[2] democracynow.org
[2] blabber.buzz

Top Domains in Tweet in G9:
[1] dailycaller.com
[1] breitbart.com

Top Domains in Tweet in G10:
[4] trendingpolitics.com
[2] zenith.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] breaking
[52] bernie2020
[43] happybirthdaybernie
[15] wethepeopleamendment
[14] berniesanders
[11] bernie
[11] feelthebern
[10] notmeus
[9] medicareforall
[7] moneybombforbernie



Top Hashtags in Tweet in G1:
[2] tpusa
[2] charliekirk
[2] rednationrising
[2] maga
[1] cody45
[1] commiegibberish
[1] america
[1] kag

Top Hashtags in Tweet in G2:
[16] happybirthdaybernie
[9] bernie2020
[6] medicareforall
[5] moneybombforbernie
[5] berniebirthdaygift
[4] withthesehands
[3] crazycommiebernie
[3] thanoscomplex
[2] lonevoice
[2] inwhatworld

Top Hashtags in Tweet in G3:
[8] happybirthdaybernie
[5] bernie2020
[4] berniemoneybomb
[2] berniebeatstrump
[2] notmeus
[2] yang2020
[2] yanggang
[1] happybernday
[1] nomiddleground
[1] tulsi2020

Top Hashtags in Tweet in G4:
[5] breaking
[1] bernietakestrumpdown
[1] birthdaybernie
[1] berniebirthday
[1] berniebus
[1] stillridin
[1] stillbernin
[1] staybernin
[1] staywoke
[1] happybirthdaybernie

Top Hashtags in Tweet in G5:
[2] greatawakeningworldwide
[2] thegreatawakening
[2] thestorm

Top Hashtags in Tweet in G6:
[80] breaking
[2] aag

Top Hashtags in Tweet in G7:
[3] cnn
[2] nomiddleground
[2] undiacomohoy
[1] progressive
[1] m4a
[1] climateemergency
[1] nhdems2020
[1] berniesanders
[1] bernie
[1] trump

Top Hashtags in Tweet in G8:
[3] bernie2020
[3] feelthebern
[2] happybirthdaybernie
[2] berniesanders
[2] taxtherich
[2] getmoneyout
[2] bernie2016
[2] election2020
[2] rustbelt2020
[2] trump

Top Hashtags in Tweet in G9:
[1] berniesanders
[1] walkaway
[1] trump2020landside
[1] kag

Top Words
Top Words in Tweet in Entire Graph:
[4157] Words in Sentiment List#1: Positive
[2870] Words in Sentiment List#2: Negative
[69] Words in Sentiment List#3: Angry/Violent
[113220] Non-categorized Words
[120247] Total Words
[4965] bernie
[4543] sanders
[1129] charliekirk11
[944] sarsour
[915] linda

Top Words in Tweet in G1:
[1055] charliekirk11
[1035] sanders
[1029] bernie
[724] 1
[490] vicious
[363] income
[362] made
[362] 062
[362] 626
[362] 2016

Top Words in Tweet in G2:
[425] bernie
[282] sanders
[133] berniesanders
[56] warren
[53] birthday
[52] philosophrob
[50] out
[47] trump
[46] people
[46] today

Top Words in Tweet in G3:
[351] bernie
[338] sanders
[309] happy
[309] birthday
[294] andrewyang
[283] s
[281] done
[278] moved
[278] country
[278] right

Top Words in Tweet in G4:
[311] bernie
[281] sanders
[151] birthday
[144] happy
[126] nevada
[125] first
[123] place
[121] now
[119] davidsirota
[118] plummeted

Top Words in Tweet in G5:
[189] bernie
[189] sanders
[163] rally
[163] iowa
[163] state
[163] university
[163] very
[163] low
[163] turn
[163] out

Top Words in Tweet in G6:
[125] bernie
[121] sanders
[83] first
[83] warren
[81] nevada
[81] place
[80] msdncnews
[80] #breaking
[80] new
[80] poll

Top Words in Tweet in G7:
[121] bernie
[117] sanders
[61] up
[34] t
[30] brought
[29] msleen1970
[29] harris
[28] kamala
[27] didn
[26] word

Top Words in Tweet in G8:
[166] bernie
[159] sanders
[23] birthday
[20] warren
[18] happy
[14] president
[14] elizabeth
[12] sarsour
[12] kpop
[11] linda

Top Words in Tweet in G9:
[139] bernie
[104] position
[86] sanders
[79] rednationrising
[75] elizabeth
[75] warren
[64] linda
[64] sarsour
[62] campaign
[61] muslim

Top Words in Tweet in G10:
[130] bernie
[126] sanders
[114] linda
[114] chuckcallesto
[113] anti
[113] semitic
[113] activist
[113] sarsour
[113] campaign
[113] raise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4357] bernie,sanders
[884] linda,sarsour
[533] happy,birthday
[501] birthday,bernie
[429] anti,semite
[413] iowa,state
[412] state,university
[393] charliekirk11,bernie
[382] sanders,made
[381] made,1

Top Word Pairs in Tweet in G1:
[1028] bernie,sanders
[374] charliekirk11,bernie
[362] sanders,made
[362] made,1
[362] 1,062
[362] 062,626
[362] 626,2016
[362] 2016,charitable
[362] charitable,donations
[362] donations,year

Top Word Pairs in Tweet in G2:
[272] bernie,sanders
[36] elizabeth,warren
[29] happy,birthday
[26] young,people
[26] people,today
[26] today,make
[26] make,up
[26] up,progressive
[26] progressive,generation
[26] generation,history

Top Word Pairs in Tweet in G3:
[327] bernie,sanders
[305] happy,birthday
[301] birthday,bernie
[286] andrewyang,happy
[278] sanders,moved
[278] moved,country
[278] country,right
[278] right,direction
[278] direction,s
[278] s,done

Top Word Pairs in Tweet in G4:
[281] bernie,sanders
[128] happy,birthday
[125] birthday,bernie
[123] first,place
[118] sanders,now
[118] now,plummeted
[118] plummeted,first
[118] place,nevada
[117] davidsirota,bernie
[83] abc7ny,happy

Top Word Pairs in Tweet in G5:
[189] bernie,sanders
[163] sanders,rally
[163] rally,iowa
[163] iowa,state
[163] state,university
[163] university,very
[163] very,low
[163] low,turn
[163] turn,out
[163] out,agree

Top Word Pairs in Tweet in G6:
[117] bernie,sanders
[81] first,place
[80] #breaking,new
[80] new,poll
[80] poll,nevada
[80] nevada,caucus
[80] caucus,voters
[80] voters,shows
[80] shows,bernie
[80] sanders,big

Top Word Pairs in Tweet in G7:
[99] bernie,sanders
[30] brought,up
[27] kamala,harris
[27] didn,t
[26] caught,snippet
[26] snippet,view
[26] view,brought
[26] up,happened
[26] happened,during
[26] during,kamala

Top Word Pairs in Tweet in G8:
[143] bernie,sanders
[14] birthday,bernie
[14] elizabeth,warren
[13] happy,birthday
[11] linda,sarsour
[6] progressive,vote
[5] climate,change
[5] worried,splitting
[5] splitting,progressive
[5] vote,elizabeth

Top Word Pairs in Tweet in G9:
[86] bernie,sanders
[75] elizabeth,warren
[64] linda,sarsour
[61] muslim,brotherhood
[60] sanders,newest
[60] newest,campaign
[60] campaign,surrogate
[60] surrogate,linda
[60] sarsour,tweeted
[60] tweeted,muslim

Top Word Pairs in Tweet in G10:
[126] bernie,sanders
[113] anti,semitic
[113] semitic,activist
[113] activist,linda
[113] linda,sarsour
[113] sarsour,campaign
[113] campaign,bernie
[113] sanders,raise
[113] raise,hand
[113] hand,think

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@charliekirk11
@andrewyang
@dailydot
@alyssa_milano
@angryblacklady
@nytimes
@realjack
@rednationrising
@hondawang

Top Replied-To in G1:
@charliekirk11
@realdonaldtrump
@americanrising
@gopchairwoman
@dbongino

Top Replied-To in G2:
@berniesanders
@dailydot
@hondawang
@philosophrob
@mamaforchange
@misafrancoo
@khunrenee
@ryanhallforall
@cooloutac
@kvharmon

Top Replied-To in G3:
@andrewyang
@anceco
@natesilver538
@bauzerbaby
@brvfan

Top Replied-To in G4:
@davidsirota
@brat2381
@beauyokovich
@abc7ny
@grettamaebert

Top Replied-To in G6:
@benshapiro
@sensanders
@aoc
@cactus4earth
@gary_weiss
@killermike
@mrusso880

Top Replied-To in G7:
@bukowski11976
@daveochicago
@eclecticbrotha
@riotwomennntemp
@doctor_eon
@jcisnerostx
@hollyotterbein
@poli_newsense
@shanegoldmacher
@ewarren

Top Replied-To in G9:
@rednationrising
@choosetobfree

Top Replied-To in G10:
@chuckcallesto

Top Mentioned
Top Mentioned in Entire Graph:
@charliekirk11
@andrewyang
@usa1sek
@tpusa
@berniesanders
@davidsirota
@chuckcallesto
@msdncnews
@abc7ny
@realjack

Top Mentioned in G1:
@charliekirk11
@tpusa
@realdonaldtrump
@chuckcallesto
@vp
@gopchairwoman
@usa1sek
@buzzman888
@0talkhard2
@mrctv

Top Mentioned in G2:
@berniesanders
@philosophrob
@tweetingyarnie
@kylelovesbernie
@gatewaypundit
@orcontracosta
@heerjeet
@pismo_b
@dailydot
@gunnelswarren

Top Mentioned in G3:
@andrewyang
@blkmanactivism
@andrewyangfanp1
@kallllisti
@natesilver538
@phenomenon46
@owndday
@davidsirota
@grump_online
@robbaxter19

Top Mentioned in G4:
@davidsirota
@abc7ny
@sunshineburgh
@kirbymendez777
@andrewyang
@cathfisch
@washpostt
@msdncnews
@brat2381
@berniesanders

Top Mentioned in G5:
@usa1sek
@charliekirk11
@navy_lady_45
@deepstateexpose
@interif12
@gopchairwoman

Top Mentioned in G6:
@msdncnews
@dgreenbaum
@sensanders
@zachjcarter
@weaselzippers
@benshapiro
@freenaynow
@spectatorusa
@bethanyshondark

Top Mentioned in G7:
@msleen1970
@riotwomennntemp
@ewarren
@eclecticbrotha
@realoverheardla
@joebiden
@emmavigeland
@berniesanders
@tomwatson
@marwilliamson

Top Mentioned in G8:
@statespoll
@johnnydee62
@oneilbox
@mizpennylane20
@shut_up_laura

Top Mentioned in G9:
@rednationrising
@choosetobfree
@charliekirk11
@annabd20
@berniesanders
@usa1sek
@dgreenbaum
@trumpsgagirl
@gopchairwoman

Top Mentioned in G10:
@chuckcallesto
@charliekirk11
@usa1sek
@snowball1926
@rednationrising
@znewsnet

Top Tweeters
Top Tweeters in Entire Graph:
@enigmanetxx
@immoralreport
@kat4obama
@missyjo79
@joefreedomlove
@rjber15
@1denmadrid
@globalissuesweb
@twitlertwit
@drdaveanddee

Top Tweeters in G1:
@missyjo79
@mkues65
@marylene58
@cssueta
@jetrotter
@dianachic1
@maegan_laporte
@lillianmcrowley
@nancy73gg
@drmartyfox

Top Tweeters in G2:
@rjber15
@drdaveanddee
@truthglow
@cook_robert_l
@johnczer1
@60sparkle
@leoluminary
@svagdis
@amorgaia
@harveyjkaye

Top Tweeters in G3:
@truman_town
@katgodspell
@thebling_vote
@cruise_peter
@jdavis1007
@sam38g
@dongthagenius
@teyvaunallen
@fanfare100
@tampabaybucsfan

Top Tweeters in G4:
@ami_tvdfan
@richrake
@cena_316_aa
@abc7ny
@mklave
@truthfaustino
@chicagotribune
@dizzilemynizzil
@tawanda46
@suspended_acct

Top Tweeters in G5:
@sofiegeorge
@richardtburnett
@blanken01
@pepitobarcelona
@apoyodechile
@execgq
@ohio_buckeye_us
@davidki21550273
@tillinghastpat1
@panamafortrump

Top Tweeters in G6:
@jimdwrench
@gooner_saad
@freenaynow
@ninma_
@nmharley2
@welles19
@_ncpatriot_
@majjackdowning
@galaxy8sgq
@rantsoutloud

Top Tweeters in G7:
@kat4obama
@spryguy
@eclecticbrotha
@mauraleelang
@wmur9
@crystal4obama
@bostonherald
@ateacher97
@wistatejournal
@proglocommons

Top Tweeters in G8:
@globalissuesweb
@bot_political
@johnnydee62
@deenie7940
@etc2500
@mdblanchfield
@revmelanienola
@charlesthomas
@statespoll
@shainethomas

Top Tweeters in G9:
@mscontrariansci
@connnutmeg
@laridor1
@darhar981
@gracecourtwrig3
@jantxnc
@rednationrising
@littlebitgood
@dwlove9
@conlibrarian

Top Tweeters in G10:
@jhjulian1956
@sasha031
@desdeflorida
@jts_1957
@gkilti
@doubledittos
@teresanms
@love_timhortons
@s_rewritten
@aquawilki