krugman, Twitter, 2/27/2020 2:56:44 AM, 221982


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krugman_2020-02-26_17-42-00.xlsx
krugman_2020-02-26_17-42-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2020
Short Description:
krugman via NodeXL http://bit.ly/2Vn7vFD
@docrussjackson
@paulkrugman
@trevken
@seidgoro
@democracynow
@danieldimartino
@cabezao
@hasanthehun
@youtube
@emmarincon

Top hashtags:
#wuhan
#coronavirus
#china
#covid19
#obamacare
#smartnews
#economia
#krugman
#socialism

Description:
Description
The graph represents a network of 5,192 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 27 February 2020 at 01:43 UTC.

The requested start date was Thursday, 27 February 2020 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, 17-hour, 3-minute period from Monday, 24 February 2020 at 21:42 UTC to Wednesday, 26 February 2020 at 14:46 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 : 5192
Unique Edges : 5549
Edges With Duplicates : 501
Total Edges : 6050
Number of Edge Types : 4
MentionsInRetweet : 4073
Replies to : 485
Mentions : 808
Tweet : 684
Self-Loops : 684
Reciprocated Vertex Pair Ratio : 0.00506723835509647
Reciprocated Edge Ratio : 0.0100833818111305
Connected Components : 704
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 3533
Maximum Edges in a Connected Component : 4354
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.870958
Graph Density : 0.00019134248888158
Modularity : 0.780015
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 5,192 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 27 February 2020 at 01:43 UTC.

The requested start date was Thursday, 27 February 2020 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, 17-hour, 3-minute period from Monday, 24 February 2020 at 21:42 UTC to Wednesday, 26 February 2020 at 14:46 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : krugman
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[183] https://www.youtube.com/watch?v=z6J3ROV4IPc&feature=youtu.be

[72] https://www.dailykos.com/stories/2020/2/24/1921479/-Krugman-and-Palley-signal-establishment-shift-on-Sanders
[63] https://www.democracynow.org/2020/2/24/paul_krugman_richard_wolff_socialism_debate
[39] https://www.lavanguardia.com/cultura/20200219/473655934304/paul-krugman-premio-nobel-entrevista-triunfan-los-peores.html
[35] https://twitter.com/paulkrugman/status/1232268883249311744
[35] https://www.huffpost.com/entry/paul-krugman-donald-trump-gop-economy_n_5e54e61bc5b65e0f11c62a15
[34] https://www.noticierodigital.com/2020/02/paul-krugman-maduro-es-el-responsable-de-la-hiperinflacion-en-venezuela/
[33] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/
[23] https://www.huffpost.com/entry/paul-krugman-donald-trump-gop-economy_n_5e54e61bc5b65e0f11c62a15?ncid=engmodushpmg00000004
[22] https://www.yahoo.com/huffpost/paul-krugman-donald-trump-gop-economy-095616595.html

Top URLs in Tweet in G1:
[2] https://twitter.com/docrussjackson/status/1232265298742579200

Top URLs in Tweet in G3:
[6] https://www.newsbusters.org/blogs/nb/curtis-houck/2020/02/24/what-world-krugman-insists-sanders-not-wannabe-authoritarian-ruler
[5] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/
[4] https://www.noticierodigital.com/2020/02/paul-krugman-maduro-es-el-responsable-de-la-hiperinflacion-en-venezuela/
[3] https://www.newsbusters.org/blogs/nb/curtis-houck/2020/02/24/what-world-krugman-insists-sanders-not-wannabe-authoritarian-ruler?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nytimes.com/column/paul-krugman?action=click&contentCollection=Opinion&module=ExtendedByline®ion=Header&pgtype=article
[2] https://www.huffpost.com/entry/professor-krugman-and-cru_b_2845773
[2] https://www.youtube.com/watch?v=z6J3ROV4IPc&feature=youtu.be

[1] https://chicagohumanities.org/events/paul-krugman-arguing-zombies/
[1] https://www.nytimes.com/glogin?URI=https%3A%2F%2Fkrugman.blogs.nytimes.com%2F2009%2F07%2F25%2Fwhy-markets-cant-cure-healthcare%2F%3F_r%3D0
[1] https://www.nytimes.com/2016/02/05/opinion/who-hates-obamacare.html

Top URLs in Tweet in G4:
[58] https://www.dailykos.com/stories/2020/2/24/1921479/-Krugman-and-Palley-signal-establishment-shift-on-Sanders
[29] https://www.huffpost.com/entry/paul-krugman-donald-trump-gop-economy_n_5e54e61bc5b65e0f11c62a15
[24] https://www.youtube.com/watch?v=z6J3ROV4IPc&feature=youtu.be

[22] https://twitter.com/paulkrugman/status/1232268883249311744
[17] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/
[15] https://www.lavanguardia.com/cultura/20200219/473655934304/paul-krugman-premio-nobel-entrevista-triunfan-los-peores.html
[12] https://www.democracynow.org/2020/2/24/paul_krugman_richard_wolff_socialism_debate
[12] https://www.yahoo.com/huffpost/paul-krugman-donald-trump-gop-economy-095616595.html
[10] https://www.youtube.com/watch?v=z6J3ROV4IPc

[9] https://www.rawstory.com/2020/02/watch-economists-paul-krugman-and-richard-wolff-hold-a-debate-on-democratic-socialism-and-bernie-sanders/

Top URLs in Tweet in G5:
[46] https://www.democracynow.org/2020/2/24/paul_krugman_richard_wolff_socialism_debate
[8] https://www.youtube.com/watch?v=z6J3ROV4IPc&feature=youtu.be

[2] https://www.youtube.com/watch?v=z6J3ROV4IPc

[1] https://bit.ly/2vfjri3
[1] https://youtu.be/z6J3ROV4IPc
[1] https://www.forbes.com/sites/roslynlayton/2015/10/23/10-things-bernie-sanders-and-paul-krugman-should-know-about-denmark/#44831e77d2e1
[1] https://www.chicagotribune.com/opinion/ct-nyt-democrats-bernie-sanders-donald-trump-20200223-vgzn27fcsfgzzh4auhkmk76oei-story.html
[1] https://twitter.com/democracynow/status/1232173124428406784
[1] https://www.dailykos.com/stories/2020/2/24/1921479/-Krugman-and-Palley-signal-establishment-shift-on-Sanders
[1] https://twitter.com/democracynow/status/1232141415519416321

Top URLs in Tweet in G6:
[2] https://twitter.com/paulkrugman/status/1232268883249311744
[1] https://twitter.com/paulkrugman/status/1232270222641549312
[1] https://twitter.com/LDeLION/status/524094855228948480
[1] https://twitter.com/paulkrugman/status/1232269504694145024
[1] https://twitter.com/ricardo_hausman/status/1232422944778833920?s=19
[1] https://twitter.com/paulkrugman/status/1232270637441470465
[1] https://twitter.com/paulkrugman/status/1232269864317915137?s=20

Top URLs in Tweet in G7:
[136] https://www.youtube.com/watch?v=z6J3ROV4IPc&feature=youtu.be

[2] https://www.youtube.com/watch?v=jLpwMAHX8Xw&feature=youtu.be

[1] https://twitter.com/aldreymor/status/1232355262687842304?s=21
[1] https://twitter.com/aldreymor/status/1232355262687842304
[1] https://www.youtube.com/watch?v=Ndja2v3urV4&feature=youtu.be

[1] https://www.youtube.com/watch?v=KdtMUGZfow4&feature=youtu.be


Top URLs in Tweet in G9:
[3] https://www.newsbusters.org/blogs/nb/curtis-houck/2020/02/24/what-world-krugman-insists-sanders-not-wannabe-authoritarian-ruler
[2] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/
[2] https://twitter.com/paulkrugman/status/1231544636667285510

Top URLs in Tweet in G10:
[3] https://twitchy.com/samj-3930/2020/02/24/dude-what-are-you-smokin-economist-paul-krugman-tries-and-fails-to-make-his-case-for-socialist-bernie-sanders-in-asinine-thread/
[2] https://www.newsbusters.org/blogs/nb/curtis-houck/2020/02/24/what-world-krugman-insists-sanders-not-wannabe-authoritarian-ruler
[2] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/
[1] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/?utm_source=Twitter&utm_medium=social&utm_term=howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian&utm_content=6&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/?utm_source=Twitter&utm_medium=social&utm_term=howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian&utm_content=1&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/?utm_source=Twitter&utm_medium=social&utm_term=howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian&utm_content=2&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/?utm_source=Twitter&utm_medium=social&utm_term=howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian&utm_content=3&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/sister-toldjah/2020/02/24/howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian/?utm_source=Twitter&utm_medium=social&utm_term=howls-of-laughter-erupt-after-nyt-columnist-paul-krugman-suggests-sanders-is-not-a-wannabe-authoritarian&utm_content=4&utm_campaign=PostPromoterPro
[1] https://twitchy.com/sam-3930/2020/02/24/dude-what-are-you-smokin-economist-paul-krugman-tries-and-fails-to-make-his-case-for-socialist-bernie-sanders-in-asinine-thread/

Top Domains
Top Domains in Tweet in Entire Graph:
[211] youtube.com
[169] twitter.com
[81] dailykos.com
[76] huffpost.com
[68] democracynow.org
[54] nytimes.com
[50] redstate.com
[48] lavanguardia.com
[34] noticierodigital.com
[30] yahoo.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G3:
[10] nytimes.com
[9] newsbusters.org
[5] redstate.com
[5] twitter.com
[4] noticierodigital.com
[4] huffpost.com
[4] youtube.com
[2] wttw.com
[1] chicagohumanities.org
[1] fiercepharma.com

Top Domains in Tweet in G4:
[74] twitter.com
[66] dailykos.com
[35] youtube.com
[30] huffpost.com
[27] redstate.com
[21] nytimes.com
[18] lavanguardia.com
[16] rawstory.com
[14] democracynow.org
[14] alternet.org

Top Domains in Tweet in G5:
[46] democracynow.org
[11] youtube.com
[4] twitter.com
[1] bit.ly
[1] youtu.be
[1] forbes.com
[1] chicagotribune.com
[1] dailykos.com

Top Domains in Tweet in G6:
[8] twitter.com

Top Domains in Tweet in G7:
[140] youtube.com
[2] twitter.com

Top Domains in Tweet in G9:
[3] newsbusters.org
[2] redstate.com
[2] twitter.com

Top Domains in Tweet in G10:
[7] redstate.com
[4] twitchy.com
[2] newsbusters.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] wuhan
[33] coronavirus
[32] china
[32] covid19
[26] obamacare
[11] smartnews
[9] economia
[9] krugman
[8] socialism
[8] bernie2020



Top Hashtags in Tweet in G1:
[6] austerity

Top Hashtags in Tweet in G2:
[1] austerity
[1] lifeexpectancy

Top Hashtags in Tweet in G3:
[5] chicagotonight
[3] krugman
[2] medicareforall
[2] notmeus
[1] m4a
[1] tds
[1] covid19
[1] socialism
[1] neverbernie
[1] covd19

Top Hashtags in Tweet in G4:
[11] smartnews
[3] socialism
[2] krugman
[2] sanders
[2] gop
[2] socialismkills
[2] bernie
[2] votebluenomatterwho
[1] boston
[1] cambridge

Top Hashtags in Tweet in G5:
[4] socialism
[4] bernie2020
[4] warren2020
[3] warrensurge
[2] sanders
[2] krugman
[2] election2020
[2] demdebate
[1] economics
[1] democracy

Top Hashtags in Tweet in G7:
[2] bernie2020
[1] demdebate
[1] wtf
[1] maga
[1] waga
[1] amag
[1] aag
[1] nevertrumper
[1] berniesanders
[1] sanders

Top Hashtags in Tweet in G8:
[1] richardwolff
[1] krugman
[1] democracynow

Top Hashtags in Tweet in G9:
[5] delusional

Top Hashtags in Tweet in G10:
[5] icymi

Top Words
Top Words in Tweet in Entire Graph:
[1643] Words in Sentiment List#1: Positive
[3006] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[108914] Non-categorized Words
[113567] Total Words
[2978] uk's
[2953] richest
[2847] krugman
[1859] paul
[1517] docrussjackson

Top Words in Tweet in G1:
[2848] uk's
[2823] richest
[1452] docrussjackson
[1426] wealth
[1424] 2009
[1424] 000
[1424] individuals
[1424] increased
[1424] 468
[1424] billion

Top Words in Tweet in G2:
[467] years
[467] krugman
[467] seidgoro
[466] austerity
[466] mistake
[465] terrible
[465] britain
[465] scarified
[465] economic
[465] growth

Top Words in Tweet in G3:
[400] paulkrugman
[239] venezuela
[190] krugman
[182] authoritarian
[182] bernie
[172] socialist
[170] know
[164] case
[164] communist
[162] pam_sands

Top Words in Tweet in G4:
[374] krugman
[211] paul
[185] sanders
[93] nobel
[91] socialism
[87] wolff
[85] debate
[83] richard
[62] economist
[60] signal

Top Words in Tweet in G5:
[188] krugman
[171] democracynow
[163] sanders
[160] paul
[156] socialist
[101] socialism
[99] debate
[99] economist
[95] wolff
[92] bernie

Top Words in Tweet in G6:
[154] krugman
[74] chávez
[71] emmarincon
[71] error
[71] maduro
[70] estúpido
[70] pocas
[70] palabras
[70] genio
[70] acabó

Top Words in Tweet in G7:
[153] krugman
[148] paul
[144] sanders
[143] youtube
[141] socialism
[140] nobel
[138] debate
[138] laureate
[136] between
[132] social

Top Words in Tweet in G8:
[131] krugman
[125] hasanthehun
[116] socialist
[115] paul
[113] people
[113] bernie
[113] policies
[110] drop
[110] moniker
[110] lost

Top Words in Tweet in G9:
[92] dfbharvard
[91] struggled
[91] question
[91] professional
[91] career
[91] educated
[91] people
[91] such
[91] inane
[91] things

Top Words in Tweet in G10:
[77] krugman
[68] paul
[68] sanders
[52] wannabe
[50] howls
[50] laughter
[50] erupt
[50] nyt
[50] columnist
[50] suggests

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1825] paul,krugman
[1489] 2009,wealth
[1489] wealth,uk's
[1489] uk's,000
[1489] 000,richest
[1489] richest,individuals
[1489] individuals,increased
[1489] increased,468
[1489] 468,billion
[1489] billion,uk's

Top Word Pairs in Tweet in G1:
[1424] 2009,wealth
[1424] wealth,uk's
[1424] uk's,000
[1424] 000,richest
[1424] richest,individuals
[1424] individuals,increased
[1424] increased,468
[1424] 468,billion
[1424] billion,uk's
[1399] uk's,richest

Top Word Pairs in Tweet in G2:
[465] austerity,terrible
[465] terrible,mistake
[465] mistake,britain
[465] britain,scarified
[465] scarified,years
[465] years,economic
[465] economic,growth
[465] growth,paul
[465] paul,krugman
[465] krugman,nobel

Top Word Pairs in Tweet in G3:
[165] paulkrugman,bernie
[162] bernie,socialist
[161] case,didn
[161] didn,know
[161] know,paulkrugman
[161] socialist,communist
[161] communist,nature
[161] nature,authoritarian
[161] authoritarian,look
[161] look,venezuela

Top Word Pairs in Tweet in G4:
[203] paul,krugman
[80] richard,wolff
[59] palley,signal
[59] signal,establishment
[59] establishment,shift
[59] shift,sanders
[58] krugman,palley
[40] debate,between
[40] laureate,paul
[39] sanders,socialism

Top Word Pairs in Tweet in G5:
[158] paul,krugman
[88] debate,between
[88] richard,wolff
[84] sanders,socialism
[83] between,nobel
[83] socialism,debate
[79] nobel,laureate
[78] laureate,paul
[77] economist,richard
[74] socialist,economist

Top Word Pairs in Tweet in G6:
[70] estúpido,pocas
[70] pocas,palabras
[70] palabras,chávez
[70] chávez,genio
[70] genio,acabó
[70] acabó,plata
[70] plata,único
[70] único,error
[70] error,maduro
[69] emmarincon,estúpido

Top Word Pairs in Tweet in G7:
[148] paul,krugman
[139] sanders,socialism
[138] nobel,laureate
[138] laureate,paul
[136] debate,between
[136] between,nobel
[135] socialism,debate
[131] krugman,social
[130] social,youtube
[5] richard,wolff

Top Word Pairs in Tweet in G8:
[115] paul,krugman
[110] people,paul
[110] krugman,bernie
[110] bernie,drop
[110] drop,socialist
[110] socialist,moniker
[110] moniker,lost
[110] lost,fucking
[110] fucking,winning
[110] winning,cus

Top Word Pairs in Tweet in G9:
[91] struggled,question
[91] question,professional
[91] professional,career
[91] career,educated
[91] educated,people
[91] people,such
[91] such,inane
[91] inane,things
[90] dfbharvard,struggled
[90] things,krugma

Top Word Pairs in Tweet in G10:
[68] paul,krugman
[50] howls,laughter
[50] laughter,erupt
[50] erupt,nyt
[50] nyt,columnist
[50] columnist,paul
[50] krugman,suggests
[50] suggests,sanders
[50] sanders,'not
[50] 'not,wannabe

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@brithume
@democracynow
@hasanthehun
@deangeliscorey
@ricardo_hausman
@davidharsanyi
@dave_krugman
@docrussjackson
@redstate

Top Replied-To in G1:
@docrussjackson
@johnmcdonnellmp

Top Replied-To in G2:
@seidgoro

Top Replied-To in G3:
@paulkrugman
@ricardo_hausman
@roncoleman
@nytopinion
@democracynow
@fmonaldi
@pam_sands
@dromadech_666
@zimrico
@rickcrawf

Top Replied-To in G5:
@democracynow
@profwolff
@kaskadia
@realkevinnash
@augustinkeaton
@pauldecristofo4
@jmgi1968
@profstevekeen
@idontusethebuc1
@bocaorganics

Top Replied-To in G6:
@danieldimartino
@emmarincon
@jacobjamesrich

Top Replied-To in G7:
@swannyqld
@ajamubaraka
@18major
@aldreymor
@jayrod212
@chrisdjackson

Top Replied-To in G8:
@hasanthehun
@kirksunit
@jakemcmillian
@mike_from_pa
@ya_ali03

Top Replied-To in G9:
@dfbharvard

Top Replied-To in G10:
@redstate
@badluck_jones

Top Mentioned
Top Mentioned in Entire Graph:
@docrussjackson
@seidgoro
@paulkrugman
@democracynow
@pam_sands
@youtube
@hasanthehun
@dfbharvard
@emmarincon
@danieldimartino

Top Mentioned in G1:
@docrussjackson
@sylvia_howells
@johnmcdonnellmp
@xpressanny
@snpjones58
@seidgoro
@ayocaesar
@demmatrix

Top Mentioned in G2:
@seidgoro
@docrussjackson
@stueriley

Top Mentioned in G3:
@paulkrugman
@pam_sands
@nytimes
@pburelli
@zimrico
@prosyn
@rickcrawf
@newsbusters
@entheosshines
@n_h_raven

Top Mentioned in G4:

Top Mentioned in G5:
@democracynow
@paulkrugman
@profwolff
@op_omom
@berniesanders
@youtube
@bocaorganics
@ewarren
@profstevekeen
@rethinkmarxism

Top Mentioned in G6:
@emmarincon
@danieldimartino
@ekbufalo
@moisesnaim
@jose_valentin1
@ldelion
@cdv_uruguay
@ivocaracas
@garciabanchs

Top Mentioned in G7:
@youtube
@kylekulinski
@democracynow
@jackthelad1947
@mcauleyholmes
@annaleclaire
@albomp
@midnightmagica
@maryjanebern
@joebiden

Top Mentioned in G8:
@hasanthehun
@badaim2048
@docrussjackson
@seidgoro
@democracynow
@greasyskill
@delmoi
@cancel_sam
@scottbix

Top Mentioned in G9:
@dfbharvard
@toastedre
@bamaperry
@tike_liked_ike

Top Mentioned in G10:
@redstate
@sistertoldjah
@twitchyteam
@politibunny
@deangeliscorey
@rilesinnewbs
@paulkrugman
@newsbusters
@curtishouck

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@contrapuntovzla
@chris_1791
@superalitita
@natransversal
@odio_nao
@commonpatriot
@crewislife
@monicasloves
@s9tmt

Top Tweeters in G1:
@s9tmt
@roblwilson
@fleming77
@iflck
@tshep42
@mojos55
@xraypat
@curiocat13
@helenyg
@alanlsg

Top Tweeters in G2:
@ericdemarylebon
@allchanges
@thestephenralph
@suegray834
@lewisno1fan
@jbwhitesnake
@catwoman1979
@casper10666
@shipa123
@childofalba

Top Tweeters in G3:
@chris_1791
@commonpatriot
@isidormeyer1
@phillip92321
@manmet80
@debrammason1
@israelnewslinks
@instapundit
@jprcampos
@_silversmith

Top Tweeters in G4:
@monicasloves
@raybae689
@jcsura
@billm9
@davidjones720
@schestowitz
@dgendvil
@jimpolk
@afaduln2
@gstuedler

Top Tweeters in G5:
@teram323tere
@nadiasindi
@anthropocenuke0
@mobygrapefan
@femmekatz
@littleredblog
@howyofwi
@boltgrrl
@dreamcatchermja
@chicagotribune

Top Tweeters in G6:
@martesone
@perezguadarrama
@eluin_g8
@merycvidal01
@pitoloco2021
@_liberales
@mcarolanunez
@darwiniano
@esferaceleste
@celsapabon

Top Tweeters in G7:
@guytaur
@jackthelad1947
@rsnunez
@yourmung
@digitaldecoded1
@carmenacoleman
@mproductionjs
@tlc_cn
@iamaniku
@annaleclaire

Top Tweeters in G8:
@varewulf
@ruckcohlchez
@delmoi
@aldowyn
@andrewr55651048
@deliciouskek
@shivshiveshakes
@hiphop_laflare
@ogrizzlez
@cynderim

Top Tweeters in G9:
@princessbibirf_
@cssueta
@bamaperry
@desdeflorida
@lucy24smith
@tamaraj86611162
@libertylady44
@welles19
@lvlvlrd707
@oldbaldeagle

Top Tweeters in G10:
@ophidianpilot
@calling12001
@jpwilloughby
@timodonnell14
@sistertoldjah
@irishspy
@politibunny
@dhallnole
@ericmoo91919605
@plbrocks


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