#DemocraticSocialism, Twitter, 6/13/2019 3:11:33 AM, 199864


FAQ | Problem?

#DemocraticSocialism_2019-06-12_15-44-09.xlsx
#DemocraticSocialism_2019-06-12_15-44-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 13, 2019
Short Description:
#DemocraticSocialism via NodeXL http://bit.ly/2RkS7Wp
@berniesanders
@prageru
@waywardwinifred
@scrowder
@jmillerlewis
@timrunshismouth
@jacobinmag
@davidsirota
@lsarsour
@people4bernie

Top hashtags:
#democraticsocialism
#bernie2020
#notmeus
#berniesanders

Description:
Description
The graph represents a network of 9,824 Twitter users whose recent tweets contained "#DemocraticSocialism", 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 Thursday, 13 June 2019 at 02:19 UTC.

The tweets in the network were tweeted over the 3-hour, 36-minute period from Wednesday, 12 June 2019 at 19:15 UTC to Wednesday, 12 June 2019 at 22:52 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 : 9824
Unique Edges : 13550
Edges With Duplicates : 6741
Total Edges : 20291
Self-Loops : 1719
Reciprocated Vertex Pair Ratio : 0.00115985535921403
Reciprocated Edge Ratio : 0.00231702330652855
Connected Components : 497
Single-Vertex Connected Components : 414
Maximum Vertices in a Connected Component : 9204
Maximum Edges in a Connected Component : 19591
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.199695
Graph Density : 0.000152060360896003
Modularity : 0.484242
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[424] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[27] https://twitter.com/BernieSanders/status/1138868379979173888
[25] https://twitter.com/berniesanders/status/1138878465858555906
[24] https://twitter.com/BernieSanders/status/1138885507025440768
[22] http://saudiannews.com/tech/2081/
[21] https://www.youtube.com/watch?v=ndD23MCDF_k&feature=youtu.be

[17] https://www.youtube.com/watch?v=KQs_lmpQh6Q&feature=youtu.be

[15] https://twitter.com/BernieSanders/status/1138880226983854080
[14] https://twitter.com/berniesanders/status/1138885507025440768
[12] https://twitter.com/demsocialists/status/1138887967303331840

Top URLs in Tweet in G1:
[263] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[6] https://twitter.com/BernieSanders/status/1138885507025440768
[5] https://twitter.com/berniesanders/status/1138868379979173888
[3] https://www.youtube.com/watch?v=ndD23MCDF_k&feature=youtu.be

[3] https://twitter.com/berniesanders/status/1101183900309770240?s=21
[2] https://twitter.com/davidsirota/status/1138879091510317057
[2] https://www.youtube.com/watch?v=KQs_lmpQh6Q&feature=youtu.be

[2] https://twitter.com/berniesanders/status/1138875700876890112
[2] https://www.youtube.com/watch?v=QThknQs-gIc&feature=youtu.be

[1] https://twitter.com/lukewsavage/status/1138870463017508864

Top URLs in Tweet in G2:
[101] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[16] https://twitter.com/BernieSanders/status/1138868379979173888
[16] https://www.youtube.com/watch?v=ndD23MCDF_k&feature=youtu.be

[14] https://www.youtube.com/watch?v=KQs_lmpQh6Q&feature=youtu.be

[10] https://www.youtube.com/watch?v=ndD23MCDF_k

[10] https://www.thenation.com/article/bernie-sanders-socialism-capitalism-2020/
[10] https://twitter.com/berniesanders/status/1138885507025440768
[9] https://twitter.com/BernieSanders/status/1138880226983854080
[8] https://twitter.com/BernieSanders/status/1138885507025440768
[7] https://twitter.com/BernieSanders/status/1138833335810109442

Top URLs in Tweet in G3:
[5] https://www.youtube.com/watch?v=OwJrtNspQAE&feature=youtu.be

[3] https://twitter.com/WaywardWinifred/status/1138856835799232513
[3] https://twitter.com/prageru/status/1138883930499584000
[2] https://twitter.com/berniesanders/status/1138878465858555906
[2] https://twitter.com/BernieSanders/status/1138877225871319040
[1] https://www.prageru.com/video/democratic-socialism-is-still-socialism/
[1] https://www.prageru.com/video/the-promise-of-free-enterprise/
[1] https://grrrgraphics.com/bernies-graveyard-song
[1] https://www.youtube.com/watch?v=ICwC-Ri7Q90&feature=share

[1] https://www.youtube.com/watch?v=MvF_D4tVfYU&feature=youtu.be


Top URLs in Tweet in G4:
[33] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[2] https://www.theguardian.com/commentisfree/2018/oct/31/us-wealthiest-families-dynasties-governed-by-rich
[2] https://twitter.com/BernieSanders/status/1138868379979173888
[2] https://twitter.com/BernieSanders/status/1138875700876890112
[1] https://www.nytimes.com/2019/06/12/us/politics/russia-investigation-cia.html
[1] https://www.nytimes.com/2019/06/12/us/politics/us-census-2020-trump.html
[1] https://twitter.com/aterkel/status/1138896942845632513
[1] http://blog.johntrudel.com/how-to-collapse-western-nation-states-forced-migration/
[1] https://twitter.com/FAIRImmigration/status/1138171879162667015
[1] https://twitter.com/jacobinmag/status/1138878979392380930

Top URLs in Tweet in G5:
[19] https://twitter.com/berniesanders/status/1138878465858555906
[2] https://twitter.com/Anarchist_Rants/status/1138923812421021696
[2] https://twitter.com/charliekirk11/status/1138606985329270784
[2] https://mises.org/library/how-fdr-made-depression-worse
[1] https://www.youtube.com/watch?v=-XgdtHewGR0

[1] https://twitter.com/BernieSanders/status/1138878465858555906
[1] https://twitter.com/TheBabylonBee/status/1138849693356576768
[1] https://fee.org/articles/the-denmark-delusion/
[1] https://twitter.com/BernieSanders/status/1138875700876890112
[1] https://www.youtube.com/watch?v=jyCDK7E35yk&feature=youtu.be


Top URLs in Tweet in G6:
[5] https://twitter.com/BernieSanders/status/1138885507025440768
[5] https://twitter.com/BernieSanders/status/1138868379979173888
[3] https://twitter.com/demsocialists/status/1138887967303331840
[3] https://www.youtube.com/watch?v=QThknQs-gIc&feature=youtu.be

[3] https://twitter.com/BernieSanders/status/1138880771022905344
[3] https://twitter.com/waywardwinifred/status/1138856835799232513
[3] https://twitter.com/BernieSanders/status/1138878465858555906
[2] https://www.youtube.com/watch?v=ndD23MCDF_k&feature=youtu.be

[2] https://twitter.com/DemSocialists/status/1138887967303331840
[2] https://twitter.com/BernieSanders/status/1138880226983854080

Top URLs in Tweet in G7:
[13] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[5] https://www.dissentmagazine.org/online_articles/what-is-democratic-socialism
[4] https://jacobinmag.com/2018/07/democratic-socialism-democracy-ocasio-cortez
[4] https://twitter.com/demsocialists/status/1138887967303331840
[3] https://jacobinmag.com/2019/06/bernie-sanders-democratic-socialism-speech-fdr
[3] https://twitter.com/DemSocialists/status/1138887967303331840
[1] https://jacobinmag.com/2019/06/social-democratic-party-germany-ocasio-cortez
[1] https://jacobinmag.com/2019/03/green-new-deal-roosevelt-public-works
[1] https://jacobinmag.com/2018/11/socialist-humanism-luxemburg-ella-baker
[1] https://www.jacobinmag.com/2016/01/democratic-socialism-government-bernie-sanders-primary-president

Top URLs in Tweet in G8:
[7] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[1] https://twitter.com/People4Bernie/status/1138873915349057537
[1] https://www.pscp.tv/w/b9FTUTFKUkVtQWFNeHFFUHl8MWpNSmd2WUVvYXlHTDOqxCe88qSfIqlMkCZq6ONBbONHxMtFrceyvJbG540d
[1] https://twitter.com/BernieSanders/status/1138885507025440768
[1] https://twitter.com/xyzaxis11/status/1138886505303162880
[1] https://twitter.com/povertynews/status/1138853690549444611
[1] https://twitter.com/Cirincione2020/status/1138575582516711424
[1] https://twitter.com/HousingHumanRt/status/1138895233750487040
[1] https://twitter.com/SSWorks/status/1138851264593313795
[1] https://twitter.com/RepJayapal/status/1138851336752156672

Top URLs in Tweet in G9:
[2] https://twitter.com/scrowder/status/1138928327358439424
[2] https://twitter.com/berniesanders/status/1138880226983854080
[1] https://www.lifenews.com/2019/06/12/watch-democrat-congresswoman-calls-pro-life-republicans-sex-starved-males-in-sexist-rant/
[1] https://twitter.com/realsaavedra/status/1138545326556495874
[1] https://twitter.com/lsarsour/status/1138871988863344641
[1] https://twitter.com/realdailywire/status/1138904128245993473
[1] https://twitter.com/prageru/status/1138883930499584000
[1] https://twitter.com/berniesanders/status/1138878465858555906

Top URLs in Tweet in G10:
[2] https://www.pscp.tv/w/b9E08zMyNzU3OTl8MU9kS3J2Z1pvUlFLWHBwpLjzM9vVvJUUfMaTtF1TpLKxu3q0W8DBNzm2mEUY
[1] https://twitter.com/BernieSanders/status/1138880226983854080
[1] https://twitter.com/R6Rider/status/910722906606379008

Top Domains
Top Domains in Tweet in Entire Graph:
[580] twitter.com
[434] pscp.tv
[103] youtube.com
[22] saudiannews.com
[17] berniesanders.com
[15] jacobinmag.com
[11] thenation.com
[7] fiverr.com
[5] nytimes.com
[5] thefederalist.com

Top Domains in Tweet in G1:
[264] pscp.tv
[45] twitter.com
[10] youtube.com
[1] alfranken.com
[1] dailykos.com
[1] politico.com
[1] nytimes.com
[1] thenation.com
[1] townhall.com
[1] thefederalist.com

Top Domains in Tweet in G2:
[317] twitter.com
[108] pscp.tv
[53] youtube.com
[16] berniesanders.com
[10] thenation.com
[3] facebook.com
[3] dsausa.org
[2] theatlantic.com
[2] amazon.com
[2] huffpost.com

Top Domains in Tweet in G3:
[22] twitter.com
[7] youtube.com
[2] prageru.com
[2] thefederalist.com
[2] realcharliek.com
[1] grrrgraphics.com
[1] gohomebernie.com

Top Domains in Tweet in G4:
[34] pscp.tv
[17] twitter.com
[2] nytimes.com
[2] theguardian.com
[1] johntrudel.com
[1] youtube.com

Top Domains in Tweet in G5:
[29] twitter.com
[2] youtube.com
[2] mises.org
[1] fee.org
[1] cnn.com
[1] yahoo.com

Top Domains in Tweet in G6:
[76] twitter.com
[17] youtube.com
[5] fiverr.com
[2] independent.org
[2] nymag.com
[1] archive.org
[1] goo.gl
[1] wikipedia.org
[1] marxists.org
[1] cnsnews.com

Top Domains in Tweet in G7:
[18] twitter.com
[15] jacobinmag.com
[13] pscp.tv
[5] dissentmagazine.org
[2] chicagodsa.org
[1] dsausa.org
[1] youtube.com
[1] socialistcall.com

Top Domains in Tweet in G8:
[8] pscp.tv
[8] twitter.com

Top Domains in Tweet in G9:
[9] twitter.com
[1] lifenews.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] pscp.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8825] democraticsocialism
[487] bernie2020
[152] notmeus
[108] berniesanders
[93] berniespeaks
[83] medicareforall
[82] prolife
[74] nomiddleground
[68] wednesdaywisdom
[54] corporatesocialism



Top Hashtags in Tweet in G1:
[1837] democraticsocialism
[38] bernie2020
[14] communism
[10] notmeus
[8] medicareforall
[7] berniesanders
[6] nomiddleground
[5] berniespeaks
[5] corporatesocialism
[4] wednesdaywisdom

Top Hashtags in Tweet in G2:
[3046] democraticsocialism
[364] bernie2020
[116] notmeus
[79] berniespeaks
[58] berniesanders
[54] medicareforall
[47] nomiddleground
[36] corporatesocialism
[33] feelthebern
[32] msm

Top Hashtags in Tweet in G3:
[827] democraticsocialism
[36] berniestots
[21] socialism
[20] bernie2020
[14] berniesanders
[13] capitalism
[11] democrats
[10] 2020election
[7] socialismkills
[4] thelead

Top Hashtags in Tweet in G4:
[1014] democraticsocialism
[9] bernie2020
[4] corporatesocialism
[4] notmeus
[4] berniespeaks
[3] occupywallstreet
[3] maga
[3] medicareforall
[2] trump
[2] thebeat

Top Hashtags in Tweet in G5:
[533] democraticsocialism
[3] berniesanders
[2] socialismsocialism
[2] prolife
[2] trump2020
[2] notmeus
[2] nomiddleground
[2] fdr
[1] dumbocrats
[1] socialsim

Top Hashtags in Tweet in G6:
[474] democraticsocialism
[20] wednesdaywisdom
[18] bernie2020
[12] berniesanders
[11] maga
[10] franor
[9] askstephena
[8] 6yearswithourhomebts
[7] socialism
[6] design

Top Hashtags in Tweet in G7:
[231] democraticsocialism
[4] derangeddonald
[2] america
[2] bernie2020
[2] gymjordanresign
[2] votebluenomatterwho
[2] ditchmitch2020
[1] complicitgop
[1] feelthebern
[1] nomiddleground

Top Hashtags in Tweet in G8:
[135] democraticsocialism
[4] bansharialaw
[4] socialismkills
[2] bernie2020
[2] notmeus
[2] venezuela
[2] socialism
[1] bernieisourfdr
[1] msnbc
[1] bernieblackout

Top Hashtags in Tweet in G9:
[141] democraticsocialism
[77] prolife
[3] warren
[2] democraticparty
[2] mondaymotivation
[2] socialism
[1] venezuela
[1] trump2020landslide
[1] leftists
[1] twgrp

Top Hashtags in Tweet in G10:
[29] democraticsocialism
[3] bernie2020
[1] corporatesocialism
[1] medicareforall
[1] berniespeaks

Top Words
Top Words in Tweet in Entire Graph:
[19553] Words in Sentiment List#1: Positive
[7078] Words in Sentiment List#2: Negative
[180] Words in Sentiment List#3: Angry/Violent
[342194] Non-categorized Words
[368827] Total Words
[8825] #democraticsocialism
[7805] berniesanders
[6385] socialism
[3855] economic
[2846] people

Top Words in Tweet in G1:
[4479] berniesanders
[2525] socialism
[1940] economic
[1837] #democraticsocialism
[1831] freedom
[1192] people
[1038] rights
[914] without
[899] years
[895] trump

Top Words in Tweet in G2:
[3046] #democraticsocialism
[2006] berniesanders
[1213] socialism
[1028] economic
[1025] bernie
[962] rights
[912] speech
[842] people
[764] s
[759] trump

Top Words in Tweet in G3:
[1212] socialism
[1094] prageru
[827] #democraticsocialism
[821] soviet
[818] failed
[818] germany
[818] union
[817] china
[816] east
[816] cambodia

Top Words in Tweet in G4:
[1422] medicare
[1096] right
[1014] #democraticsocialism
[789] here
[753] s
[725] free
[714] waywardwinifred
[708] looks
[706] public
[705] action

Top Words in Tweet in G5:
[533] #democraticsocialism
[395] socialism
[371] scrowder
[243] people
[225] difference
[225] one
[223] between
[214] feel
[214] better
[214] screw

Top Words in Tweet in G6:
[474] #democraticsocialism
[95] socialism
[54] people
[41] bernie
[36] free
[34] s
[28] democratic
[28] more
[27] government
[25] want

Top Words in Tweet in G7:
[361] bernie
[354] jacobinmag
[316] sanders
[262] free
[234] truly
[231] #democraticsocialism
[208] find
[207] forced
[207] work
[207] 60

Top Words in Tweet in G8:
[234] rich
[221] working
[211] capitalism
[207] lsarsour
[204] richer
[204] live
[204] class
[203] academic
[203] debate
[202] longer

Top Words in Tweet in G9:
[141] #democraticsocialism
[78] life
[77] democrat
[77] congresswoman
[77] calls
[77] pro
[77] republicans
[77] sex
[77] starved
[77] males

Top Words in Tweet in G10:
[118] firefighters
[92] socialism
[68] medicare
[60] american
[59] cenkuygur
[59] average
[59] social
[59] security
[59] used
[59] privatized

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1645] bill,rights
[1594] economic,bill
[1475] corporate,socialism
[1324] donald,trump
[1245] economic,freedom
[1238] health,care
[1227] freedom,#democraticsocialism
[1226] freedom,without
[1226] without,economic
[1225] berniesanders,freedom

Top Word Pairs in Tweet in G1:
[913] freedom,without
[913] without,economic
[913] economic,freedom
[913] freedom,#democraticsocialism
[912] berniesanders,freedom
[831] corporate,socialism
[815] donald,trump
[810] socialism,epithet
[810] epithet,hurled
[810] hurled,advance

Top Word Pairs in Tweet in G2:
[537] bill,rights
[491] economic,bill
[413] corporate,socialism
[290] donald,trump
[290] 21st,century
[288] economic,rights
[276] fdr,proposed
[276] proposed,economic
[274] 1,percent
[271] end,day

Top Word Pairs in Tweet in G3:
[818] soviet,union
[816] socialism,failed
[816] failed,east
[816] east,germany
[816] germany,soviet
[816] union,cambodia
[816] cambodia,cuba
[816] cuba,china
[816] china,vietnam
[816] vietnam,north

Top Word Pairs in Tweet in G4:
[705] here,s
[704] #democraticsocialism,looks
[704] looks,action
[703] s,#democraticsocialism
[700] medicare,free
[700] free,public
[700] public,college
[699] action,medicare
[699] medicare,medicare
[696] waywardwinifred,here

Top Word Pairs in Tweet in G5:
[223] difference,between
[221] socialism,#democraticsocialism
[220] between,socialism
[213] #democraticsocialism,one
[213] one,makes
[213] makes,feel
[213] feel,better
[213] better,screw
[213] screw,people
[212] scrowder,difference

Top Word Pairs in Tweet in G6:
[20] #democraticsocialism,trending
[17] bernie,sanders
[12] democratic,socialism
[10] s,#democraticsocialism
[9] #democraticsocialism,socialism
[9] here,s
[8] #democraticsocialism,looks
[8] free,public
[8] public,college
[8] postal,service

Top Word Pairs in Tweet in G7:
[314] bernie,sanders
[294] jacobinmag,bernie
[234] truly,free
[233] sanders,truly
[207] free,forced
[207] forced,work
[207] work,60
[207] 60,80
[207] 80,hours
[207] hours,week

Top Word Pairs in Tweet in G8:
[204] working,class
[203] capitalism,academic
[203] academic,debate
[202] debate,rich
[202] rich,richer
[202] richer,live
[202] live,longer
[202] longer,poor
[202] poor,working
[201] lsarsour,capitalism

Top Word Pairs in Tweet in G9:
[77] democrat,congresswoman
[77] congresswoman,calls
[77] calls,pro
[77] pro,life
[77] life,republicans
[77] republicans,sex
[77] sex,starved
[77] starved,males
[77] males,sexist
[77] sexist,rant

Top Word Pairs in Tweet in G10:
[59] socialism,average
[59] average,american
[59] american,social
[59] social,security
[59] security,medicare
[59] medicare,firefighters
[59] firefighters,used
[59] used,privatized
[59] privatized,firefighters
[58] cenkuygur,socialism

Top Replied-To
Top Replied-To in Entire Graph:
@berniesanders
@waywardwinifred
@prageru
@gop
@davidsirota
@thehill
@bern_identity
@adampdx
@jmillerlewis
@senrubiopress

Top Replied-To in G1:
@berniesanders
@thehill
@hickenlooper
@reggienoo1
@adriangalysh
@cpsperanza
@accuracyinmedia
@doggintrump
@beinlibertarian
@briebriejoy

Top Replied-To in G2:
@berniesanders
@davidsirota
@bern_identity
@senrubiopress
@joebiden
@lhfang
@cnn
@johncusack
@sensanders
@peterdaou

Top Replied-To in G3:
@prageru
@berniesanders
@waywardwinifred
@timrunshismouth
@ericswalwell
@electoralist
@gothamknight05
@ericshapiro3
@johnfalzon
@pattymurray

Top Replied-To in G4:
@waywardwinifred
@jmillerlewis
@davidpa73156128
@dee_fenz
@sunflowersarah5
@twinklingtania
@mog7546

Top Replied-To in G5:
@adampdx
@waywardwinifred
@berniesanders
@erasestate
@phillytalk
@nvoluntaryist
@sacdolt
@prageru

Top Replied-To in G7:
@jim_jordan
@dj74hutch
@jacobinmag
@john_j__mcgrath
@msnbc
@stevencoxusa
@aaronblake

Top Replied-To in G8:
@lsarsour
@eddiefetherman

Top Replied-To in G9:
@berniesanders
@jmillerlewis
@mikandynothem
@briebriejoy

Top Mentioned
Top Mentioned in Entire Graph:
@berniesanders
@prageru
@waywardwinifred
@jacobinmag
@people4bernie
@jmillerlewis
@davidsirota
@scrowder
@lsarsour
@briebriejoy

Top Mentioned in G1:
@berniesanders
@people4bernie
@thehill
@davidsirota
@bneidhardt
@briebriejoy
@anne_demi_song
@bern_identity
@susansarandon
@nicholsuprising

Top Mentioned in G2:
@berniesanders
@people4bernie
@davidsirota
@briebriejoy
@bern_identity
@bneidhardt
@susansarandon
@waywardwinifred
@jacobinmag
@nicholsuprising

Top Mentioned in G3:
@prageru
@timrunshismouth
@berniesanders
@yoalexrapz
@realdailywire
@scrowder
@uncle_jimbo
@aoc
@grrrgraphics
@leftistbasher

Top Mentioned in G4:
@waywardwinifred
@berniesanders
@jmillerlewis
@davidsirota
@nicholsuprising
@susansarandon
@jacobinmag
@lsarsour
@bneidhardt
@john_godish

Top Mentioned in G5:
@scrowder
@prageru
@politibunny
@rednationrising
@joetalkshow
@berniesanders
@timrunshismouth
@erasestate
@artist_angie
@moonchildae

Top Mentioned in G6:
@pat_tomaino
@bheemabachus
@sicksadtrump
@bansisharma

Top Mentioned in G7:
@jacobinmag
@berniesanders
@micahuetricht
@waywardwinifred
@people4bernie
@demsocialists
@briebriejoy
@davidsirota
@nicholsuprising
@portlanddsa

Top Mentioned in G8:
@lsarsour
@berniesanders
@jacobinmag
@waywardwinifred
@jmillerlewis
@davidsirota
@briebriejoy
@people4bernie
@nicholsuprising
@bneidhardt

Top Mentioned in G9:
@lifenewshq
@nationalist_kag
@missteresalam
@prageru
@timrunshismouth
@berniesanders
@scrowder
@kpnationalist19
@mfreney97
@celebrityfind

Top Mentioned in G10:
@cenkuygur
@berniesanders
@bern_identity
@nicholsuprising
@waywardwinifred
@realdonaldtrump
@jacobinmag
@people4bernie
@susansarandon
@anne_demi_song

Top Tweeters
Top Tweeters in Entire Graph:
@enigmanetxx
@jim_peoples_
@immoralreport
@twitlertwit
@bannerite
@phillip92321
@willseattle
@redostoneage
@repubblica
@thehill

Top Tweeters in G1:
@repubblica
@thehill
@tottenbill
@betzmyboyblue11
@cmyaro
@creativattack
@morr_1980
@teddyshouse2ii
@danhomick
@3arabawy

Top Tweeters in G2:
@phillip92321
@birdonalift
@foxnews
@flugennock
@janieo
@nytimes
@bernieupstateny
@eaglefeather43
@washingtonpost
@macjuanma

Top Tweeters in G3:
@jim_peoples_
@immoralreport
@redostoneage
@homerwhite
@carminezozzora
@jovangnr
@elgatoweebee
@mrsesk
@katyinindy
@gulfdogs

Top Tweeters in G4:
@bannerite
@willseattle
@mog7546
@castonchris
@iamforeverblue2
@matbo2
@spudlovr
@shellitweetz
@djsherekhan
@tassajarard

Top Tweeters in G5:
@bearingtruth
@mauraleelang
@rednationrising
@freedomconnect_
@jlenarddetroit
@politibunny
@headlines4you
@donaldpirl
@aprilstearns
@lindamo60594098

Top Tweeters in G6:
@usatoday
@moonangelwings
@rockiesvsconnor
@happyloner
@yourlocaljacob
@winning17trump
@texas_eric1
@susan_bevhills
@rossssc
@lynchm_65

Top Tweeters in G7:
@boovay7
@iteration23
@rosetintedvisor
@johnnydee62
@tckalways
@t_post7
@kvnpkrwrd
@occupytheport
@tonybeamish
@stormybluepup

Top Tweeters in G8:
@simulator8
@jeanid123
@steelbreezes
@redsarah99
@grassrootsjill
@coolhipgrandma
@chismosa2212
@stevensinger3
@janetroberts8
@outofmyshel

Top Tweeters in G9:
@texasdenny
@leahr77
@jamierodr14
@ga42boy
@adjunctprofessr
@tonyphyrillas
@geewhiz1988
@lifenewshq
@donnawr8
@surfermom77

Top Tweeters in G10:
@dishgirl4
@pmoallemian
@dbsenica
@amn06
@jade_nyc
@kamorant
@trump_bin
@pendletone
@lucybball
@mattjbaldo