krugman, Twitter, 8/20/2020 7:52:02 PM, 233126


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krugman_2020-08-20_07-49-32.xlsx
krugman_2020-08-20_07-49-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 20, 2020
Short Description:
krugman via NodeXL https://bit.ly/3hfXaUb
@paulkrugman
@mikecastelli92
@marketwatch
@zerohedge
@qtrresearch
@huffpostpol
@elpais_economia
@marcodacostafx
@realdonaldtrump
@rawstory

Top hashtags:
#trump
#krugman
#gop
#hydroxychloroquine
#terrifying
#fica
#smartnews

Description:
Description
The graph represents a network of 7,408 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, 20 August 2020 at 14:58 UTC.

The requested start date was Thursday, 20 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 37-minute period from Thursday, 06 August 2020 at 00:04 UTC to Wednesday, 19 August 2020 at 23:41 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 : 7408
Unique Edges : 4633
Edges With Duplicates : 7424
Total Edges : 12057
Number of Edge Types : 5
Retweet : 3215
MentionsInRetweet : 3785
Tweet : 1429
Replies to : 1654
Mentions : 1974
Self-Loops : 1474
Reciprocated Vertex Pair Ratio : 0.0159660172843123
Reciprocated Edge Ratio : 0.0314302191464821
Connected Components : 1577
Single-Vertex Connected Components : 843
Maximum Vertices in a Connected Component : 3580
Maximum Edges in a Connected Component : 7048
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.201799
Graph Density : 0.000126405440420173
Modularity : 0.595476
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,408 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, 20 August 2020 at 14:58 UTC.

The requested start date was Thursday, 20 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 37-minute period from Thursday, 06 August 2020 at 00:04 UTC to Wednesday, 19 August 2020 at 23:41 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:
[185] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86
[139] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/
[78] https://www.zerohedge.com/markets/krugman-says-golds-rise-has-nothing-do-investors-expecting-soaring-inflation
[57] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86?ncid=engmodushpmg00000004
[57] https://www.alternet.org/2020/08/economist-paul-krugman-payroll-tax-cuts-are-the-hydroxychloroquine-of-economic-policy/#.XzLUnS7iiGM.twitter
[47] https://twitter.com/paulkrugman/status/1292418243332919296
[43] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[39] https://www.rawstory.com/2020/08/paul-krugman-debunks-right-wing-myths-about-the-us-postal-service/
[32] https://www.yahoo.com/huffpost/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid-073028132.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[29] https://twitter.com/paulkrugman/status/1291525220491317248

Top URLs in Tweet in G1:
[54] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86
[32] https://twitter.com/paulkrugman/status/1292418243332919296
[24] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[19] https://www.nytimes.com/2020/08/06/opinion/coronavirus-us-recession.html
[19] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/
[19] https://www.zerohedge.com/markets/krugman-says-golds-rise-has-nothing-do-investors-expecting-soaring-inflation
[17] https://www.marketwatch.com/story/paul-krugman-trumps-payroll-tax-cuts-are-the-hydroxychloroquine-of-economic-policy-2020-08-10?reflink=mw_share_twitter
[16] https://twitter.com/paulkrugman/status/1291525220491317248
[15] https://www.marketwatch.com/story/paul-krugman-trumps-payroll-tax-cuts-are-the-hydroxychloroquine-of-economic-policy-2020-08-10
[14] https://www.alternet.org/2020/08/paul-krugman-says-hes-done-the-math-and-the-risk-trump-and-mcconnell-pose-to-the-economy-is-terrifying/

Top URLs in Tweet in G2:
[5] https://www.zerohedge.com/markets/krugman-says-golds-rise-has-nothing-do-investors-expecting-soaring-inflation
[4] https://www.econlib.org/krugman-and-growth-agnosticism/
[4] https://www.nytimes.com/2020/08/06/opinion/coronavirus-us-recession.html?referringSource=articleShare
[3] https://www.nytimes.com/2020/08/10/opinion/trump-coronavirus-social-security.html?referringSource=articleShare
[3] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[2] https://www1.folha.uol.com.br/colunas/paulkrugman/2020/08/trump-o-correio-e-a-desuniao-dos-estados-unidos.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[2] https://twitter.com/paulkrugman/status/1294243540059529218
[2] https://twitter.com/paulkrugman/status/1293581392195051520
[2] https://www.unz.com/isteve/krugman-trumps-racist-statist-suburban-dream/
[2] https://twitter.com/paulkrugman/status/1292418243332919296

Top URLs in Tweet in G3:
[11] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86
[7] https://www.marketwatch.com/story/paul-krugman-trumps-payroll-tax-cuts-are-the-hydroxychloroquine-of-economic-policy-2020-08-10?mod=home-page
[4] https://www.nytimes.com/2020/08/06/opinion/coronavirus-us-recession.html
[4] https://www.marketwatch.com/story/paul-krugman-trumps-payroll-tax-cuts-are-the-hydroxychloroquine-of-economic-policy-2020-08-10
[3] https://www.nytimes.com/2020/08/10/opinion/trump-coronavirus-social-security.html
[3] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/
[3] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[2] https://www.nytimes.com/2020/08/17/opinion/trump-us-mail.html
[2] https://www.alternet.org/2020/08/paul-krugman-debunks-right-wing-myths-about-the-u-s-postal-service/#.XzsCG3JuVBk.twitter
[2] https://www.post-gazette.com/opinion/Op-Ed/2020/08/08/Paul-Krugman-Republicans-couldn-t-care-less-about-the-unemployed/stories/202008080005

Top URLs in Tweet in G4:
[53] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86?ncid=engmodushpmg00000004
[11] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86
[1] https://www.rawstory.com/2020/08/paul-krugman-debunks-right-wing-myths-about-the-us-postal-service/
[1] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86?section=politics&ncid=tweetlnkushpmg00000016
[1] https://www.alternet.org/2020/08/paul-krugman-debunks-right-wing-myths-about-the-u-s-postal-service/#.XzrUXW3f3_0.twitter
[1] https://www.alternet.org/2020/08/paul-krugman-debunks-right-wing-myths-about-the-u-s-postal-service/#.XzrURNr9aAE.twitter
[1] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/
[1] https://twitter.com/huffpostpol/status/1292765434454970370
[1] https://twitter.com/DineshDSouza/status/1291754313556131841
[1] https://alternet.org/

Top URLs in Tweet in G5:
[4] https://twitter.com/MarketWatch/status/1292875584977149959
[2] https://twitter.com/paulkrugman/status/1292418243332919296
[2] https://mobile.twitter.com/toad_spotted/status/1292423288967372801
[1] https://www.nybooks.com/articles/2008/12/18/what-to-do/

Top URLs in Tweet in G6:
[44] https://www.zerohedge.com/markets/krugman-says-golds-rise-has-nothing-do-investors-expecting-soaring-inflation
[1] https://twitter.com/zerohedge/status/1293018056638304256

Top URLs in Tweet in G7:
[21] https://trib.al/OU8rzsp
[2] https://www.nytimes.com/2020/08/17/opinion/trump-us-mail.html?referringSource=articleShare
[1] https://trib.al/FTjiq3j
[1] https://trib.al/9E9fcZW
[1] https://trib.al/C8dHENQ
[1] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055

Top URLs in Tweet in G8:
[4] https://twitter.com/paulkrugman/status/1292434849312256001
[1] https://twitter.com/talithafs/status/1291092014247882761

Top URLs in Tweet in G9:
[66] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86
[32] https://www.rawstory.com/2020/08/paul-krugman-debunks-right-wing-myths-about-the-us-postal-service/
[18] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/
[1] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/#.XzCJFp1355Y.twitter
[1] https://www.alternet.org/2020/08/economist-paul-krugman-payroll-tax-cuts-are-the-hydroxychloroquine-of-economic-policy/#.XzLUnS7iiGM.twitter

Top URLs in Tweet in G10:
[6] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[2] https://www.rawstory.com/2020/08/the-hydroxychloroquine-of-economic-policy-krugman-warns-greater-recession-could-come-from-trumps-stimulus/
[2] https://www.huffpost.com/entry/paul-krugman-donald-trump-hydroxychloroquine-covid-19-economic-aid_n_5f30aeecc5b64d7a55f53f86
[1] https://www.nytimes.com/2020/04/30/opinion/economy-stock-market-coronavirus.html
[1] https://www.nytimes.com/
[1] https://www.dailykos.com/stories/2020/8/1/1965702/-Krugman-Nails-the-GOP-Hide-to-the-Wall
[1] https://en.m.wikipedia.org/wiki/Paul_Krugman
[1] https://twitter.com/paulkrugman/status/1292418243332919296
[1] https://twitter.com/paulkrugman/status/1289552257046913025?s=20
[1] https://www.google.com/imgres?imgurl=https://i.redd.it/n2lwofvrywo21.jpg&imgrefurl=https://www.reddit.com/r/agedlikemilk/comments/b6ndeg/this_paul_krugman_quote/&tbnid=bdf2abcNSdtkaM&vet=1&docid=_s2zBeflOsqR5M&w=704&h=900&q=krugman+fax+machine&hl=en-CA&source=sh/x/im

Top Domains
Top Domains in Tweet in Entire Graph:
[420] twitter.com
[292] huffpost.com
[262] nytimes.com
[233] rawstory.com
[185] alternet.org
[81] zerohedge.com
[72] marketwatch.com
[51] dailykos.com
[49] yahoo.com
[31] youtube.com

Top Domains in Tweet in G1:
[191] twitter.com
[127] nytimes.com
[70] huffpost.com
[67] alternet.org
[48] marketwatch.com
[47] rawstory.com
[32] dailykos.com
[22] zerohedge.com
[12] com.mx
[11] businessinsider.com

Top Domains in Tweet in G2:
[21] twitter.com
[16] nytimes.com
[5] zerohedge.com
[4] com.br
[4] econlib.org
[3] rawstory.com
[3] politico.com
[2] 92y.org
[2] elpais.com
[2] unz.com

Top Domains in Tweet in G3:
[14] huffpost.com
[13] nytimes.com
[11] marketwatch.com
[7] alternet.org
[6] rawstory.com
[5] yahoo.com
[4] twitter.com
[3] dailykos.com
[2] post-gazette.com
[1] newsmemory.com

Top Domains in Tweet in G4:
[65] huffpost.com
[4] alternet.org
[2] rawstory.com
[2] twitter.com

Top Domains in Tweet in G5:
[8] twitter.com
[1] nybooks.com

Top Domains in Tweet in G6:
[44] zerohedge.com
[1] twitter.com

Top Domains in Tweet in G7:
[24] trib.al
[2] nytimes.com
[1] politico.com

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

Top Domains in Tweet in G9:
[84] huffpost.com
[37] rawstory.com
[1] alternet.org

Top Domains in Tweet in G10:
[6] politico.com
[5] nytimes.com
[2] rawstory.com
[2] huffpost.com
[2] twitter.com
[1] dailykos.com
[1] wikipedia.org
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] trump
[67] krugman
[58] gop
[56] hydroxychloroquine
[49] terrifying
[45] fica
[35] smartnews
[22] haydigitalquerétaro
[16] herdimmunity
[14] covid19



Top Hashtags in Tweet in G1:
[16] smartnews
[9] trump
[8] bitcoin
[5] economics
[4] blockchain
[4] covid19
[3] krugman
[3] politics
[3] zerohedge
[3] cultura

Top Hashtags in Tweet in G2:
[52] trump
[46] gop
[45] fica
[4] krugman
[3] votebidenharris2020
[2] international
[2] whitehouse
[1] economie
[1] nobelprize
[1] svezia

Top Hashtags in Tweet in G3:
[50] hydroxychloroquine
[49] terrifying
[47] krugman
[8] trump
[4] failureinchief
[4] republicans
[4] unemployed
[4] gop
[3] executiveorders
[3] economic

Top Hashtags in Tweet in G4:
[13] smartnews
[1] mustread
[1] feedly
[1] trump
[1] paulkrugman
[1] socialsecurity
[1] payrolltaxcut
[1] flushtheturdnov3rd
[1] voteblue

Top Hashtags in Tweet in G6:
[1] krugman

Top Hashtags in Tweet in G7:
[1] horribleharris

Top Hashtags in Tweet in G9:
[1] krugman
[1] trump

Top Hashtags in Tweet in G10:
[1] usps
[1] uspssabotage
[1] krugman
[1] hydroxychloroquine
[1] potus
[1] speakerpelosi
[1] rnc
[1] dnc
[1] abc
[1] cbs

Top Words
Top Words in Tweet in Entire Graph:
[4887] krugman
[2731] paul
[1014] economic
[970] trump
[756] policy
[736] tax
[726] hydroxychloroquine
[596] payroll
[576] trump's
[559] cut

Top Words in Tweet in G1:
[798] krugman
[495] paul
[240] trump
[182] economic
[151] policy
[142] hydroxychloroquine
[72] tax
[71] recession
[68] payroll
[62] greater

Top Words in Tweet in G2:
[413] krugman
[402] paulkrugman
[129] paul
[78] mr
[67] trump
[52] cut
[52] #trump
[49] first
[48] far
[47] making

Top Words in Tweet in G3:
[158] krugman
[107] paul
[96] trump's
[86] economic
[82] policy
[58] payroll
[56] trump
[53] realdonaldtrump
[53] executive
[53] orders

Top Words in Tweet in G4:
[148] huffpostpol
[102] krugman
[95] thrown
[95] actually
[94] something
[94] together
[94] somebody
[94] paid
[94] attention
[94] things

Top Words in Tweet in G5:
[319] tax
[319] cut
[177] krugman
[170] toad_spotted
[169] paul
[161] payroll
[158] less
[158] affluent
[158] families
[158] such

Top Words in Tweet in G6:
[170] krugman
[95] silver
[90] gold
[89] fiat
[86] wrong
[84] everything
[82] qtrresearch
[82] omg
[82] going
[82] universe

Top Words in Tweet in G7:
[152] marketwatch
[130] payroll
[130] tax
[112] quack
[111] nobel
[110] trump's
[110] greater
[110] recession
[110] prize
[110] winning

Top Words in Tweet in G8:
[155] krugman
[149] fio
[145] ineficácia
[145] desoneração
[145] folha
[121] ótimo
[119] tem
[119] esse
[118] criar
[118] empregos

Top Words in Tweet in G9:
[154] krugman
[122] hydroxychloroquine
[122] economic
[119] policy
[87] realtuckfrumper
[81] executive
[81] orders
[80] trump
[71] paul
[40] trump's

Top Words in Tweet in G10:
[97] krugman
[65] economic
[62] rawstory
[61] trump's
[60] hydroxychloroquine
[58] paul
[58] policy'
[58] warns
[58] 'greater
[58] recession'

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2625] paul,krugman
[715] hydroxychloroquine,economic
[692] economic,policy
[544] payroll,tax
[502] tax,cut
[338] greater,recession
[284] executive,orders
[229] krugman,trump's
[228] orders,hydroxychloroquine
[218] trump's,executive

Top Word Pairs in Tweet in G1:
[482] paul,krugman
[140] economic,policy
[138] hydroxychloroquine,economic
[69] krugman,trump
[65] payroll,tax
[62] greater,recession
[54] executive,orders
[50] orders,hydroxychloroquine
[44] tax,cut
[44] krugman,trump's

Top Word Pairs in Tweet in G2:
[117] paul,krugman
[76] mr,krugman
[45] paulkrugman,making
[45] making,far
[45] far,complicated
[45] complicated,mr
[45] krugman,#trump
[45] #trump,#gop
[45] #gop,cut
[45] cut,#fica

Top Word Pairs in Tweet in G3:
[106] paul,krugman
[78] economic,policy
[53] executive,orders
[52] trump's,executive
[50] #hydroxychloroquine,economic
[45] mog7546,#krugman
[43] #krugman,trump's
[43] orders,#hydroxychloroquine
[43] policy,deferring
[43] deferring,payroll

Top Word Pairs in Tweet in G4:
[94] something,thrown
[94] thrown,together
[94] together,somebody
[94] somebody,paid
[94] paid,attention
[94] attention,things
[94] things,actually
[94] actually,work
[90] huffpostpol,something
[67] forget,really

Top Word Pairs in Tweet in G5:
[317] tax,cut
[169] paul,krugman
[160] payroll,tax
[158] cut,less
[158] less,affluent
[158] affluent,families
[158] families,such
[158] such,payroll
[158] cut,more
[158] more,paul

Top Word Pairs in Tweet in G6:
[89] gold,silver
[83] wrong,everything
[82] omg,gold
[82] silver,going
[82] going,fiat
[82] fiat,universe
[82] universe,baby
[82] baby,long
[82] long,dollar
[82] dollar,wrong

Top Word Pairs in Tweet in G7:
[130] payroll,tax
[110] nobel,prize
[110] prize,winning
[109] trump's,payroll
[109] tax,cut
[109] cut,known
[109] known,quack
[109] quack,remedy
[109] remedy,lead
[109] lead,greater

Top Word Pairs in Tweet in G8:
[149] fio,krugman
[144] desoneração,folha
[121] ótimo,fio
[118] criar,empregos
[117] ineficácia,desoneração
[117] folha,em
[117] em,criar
[117] empregos,quando
[117] quando,há
[117] há,falta

Top Word Pairs in Tweet in G9:
[122] hydroxychloroquine,economic
[119] economic,policy
[81] executive,orders
[81] orders,hydroxychloroquine
[71] paul,krugman
[44] krugman,trump
[44] trump,executive
[43] realtuckfrumper,krugman
[39] krugman,warns
[37] krugman,trump's

Top Word Pairs in Tweet in G10:
[60] hydroxychloroquine,economic
[58] economic,policy'
[58] krugman,warns
[58] warns,'greater
[58] 'greater,recession'
[58] recession',come
[58] come,trump's
[58] trump's,stimulus
[57] paul,krugman
[56] rawstory,'the

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@dave_krugman
@marketwatch
@realdonaldtrump
@zerohedge
@joeconchatv
@nytopinion
@awstar11
@wesbury
@guypbenson

Top Replied-To in G2:
@paulkrugman
@nytopinion
@peterschiff
@iiiiii_x_iiiiii
@young_mind7
@kmswrites
@mollyratty
@dgbushido
@ericbolling
@cameron50420440

Top Replied-To in G3:
@realdonaldtrump
@thomaskaine5
@whitehouse
@joebiden
@arriadna
@charliekirk11
@rslsuwanee
@alloldideas
@foadoffoadhall
@projectlincoln

Top Replied-To in G4:
@huffpostpol
@momness1
@robgee704

Top Replied-To in G5:
@varadmehta
@toad_spotted
@peoples_pundit
@twexiteer

Top Replied-To in G6:
@zerohedge
@lawrencelepard
@peterschiff
@qtrresearch
@raheemkassam
@thestinkmarket
@paulkrugman
@tpv_tragula
@redsteeze
@apompliano

Top Replied-To in G7:
@marketwatch
@fattailcapital
@paulkrugman
@zerohedge
@jumboelliott76

Top Replied-To in G9:
@realtuckfrumper

Top Replied-To in G10:
@arimelber
@atrupar
@mollyjongfast
@wsj
@davidaxelrod
@_haroldpretzel_
@bonerfides
@thomaskaine5
@briangobosox
@trendmacro70

Top Mentioned
Top Mentioned in Entire Graph:
@paulkrugman
@toad_spotted
@huffpostpol
@marketwatch
@lauraabcarvalho
@teapainusa
@urocklive1
@realtuckfrumper
@qtrresearch
@rawstory

Top Mentioned in G1:
@ann_neels
@tomerguler
@williesband
@fascinationcrea
@sinkoudriver
@zeroedtweets
@secretnews
@rick_donovanto
@marcelinolara17
@pennyantefilms7

Top Mentioned in G2:
@paulkrugman
@lubonlez
@stevebenen
@nytopinion
@neil_irwin
@maurofguillen
@aoc
@leahmarcal
@bryan_caplan
@dimartinobooth

Top Mentioned in G3:
@mog7546
@lister_lester
@realdonaldtrump
@thomaskaine5
@senategop
@gop
@joebiden
@arriadna
@paulkrugman
@laurasessions10

Top Mentioned in G4:
@huffpostpol
@megresistor
@cspanwj
@parkstorm
@bevhoward40
@isilchaser
@ohiomail
@barusarus
@nevermore_007
@govhowarddean

Top Mentioned in G5:
@toad_spotted
@varadmehta
@horacejuvenal
@gadsdenjazz
@donnadiorio
@jackjolis
@vanwagoner
@zenfinitydesign
@kellian53385790
@1954floodkid

Top Mentioned in G6:
@qtrresearch
@zerohedge
@thestinkmarket
@lawrencelepard
@zenblaster
@apompliano
@christopherhahn
@ginolanduyt
@cryptoholla

Top Mentioned in G7:
@marketwatch
@jontalton

Top Mentioned in G8:
@lauraabcarvalho
@deborafreirec
@pedrov_amaral
@igorrocha86

Top Mentioned in G9:
@realtuckfrumper
@politics_pr
@libertea2012
@ourprogressive
@rawstory
@malib4eva
@i_sharyn
@mog7546
@grandpasnarky
@huffpostpol

Top Mentioned in G10:
@rawstory
@cnn
@wsj
@jim1036
@maddow
@joelagrone
@thomaskaine5
@theeconomist
@arimelber
@msnbc

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@the_news_diva
@rashidaldosari
@paoloigna1
@myfavoritescene
@marcodacostafx
@odio_nao
@phildecarolis
@kanekos69
@threadreaderapp

Top Tweeters in G1:
@pulpnews
@the_news_diva
@paoloigna1
@bankingnewsgr
@dancas2
@politicalhedge
@libreinfo
@alenkarabegovic
@thedextazlab
@lacronicadehoy

Top Tweeters in G2:
@threadreaderapp
@kat4obama
@germnhernndez16
@g1
@kimvie
@bob_stinson1234
@sandi_childs
@antipandemonium
@folha
@_dralaterdzo

Top Tweeters in G3:
@billm9
@mog7546
@phendricks71
@riskyliberal
@ecclesias
@manchuriandevil
@kath2252
@arriadna
@mortgageconsult
@xscoutie

Top Tweeters in G4:
@rashidaldosari
@ohiomail
@pas5974
@princessbravato
@jmhamiltonblog
@penneyewart
@richrake
@zafarwestern
@avonan
@mutalabala

Top Tweeters in G5:
@madanabhat
@noncontacthogg
@fl85
@yoakumgirl923
@michaelbarger1
@varadmehta
@rednationrising
@anthonyabides
@darylmox
@realalisonpoole

Top Tweeters in G6:
@phildecarolis
@sufiy
@zerohedge
@doubleeagle49
@dallasanalytics
@wiseoldqueen
@ffrreemarkets
@yosoyyo2020
@ukbleedingblue
@jeffreymadwisc

Top Tweeters in G7:
@willseattle
@lkjtexas
@caravaggio12
@walkerdl
@rmr11rock
@marketwatch
@adi7anand
@artstrada
@franbulwer
@aloysius2012

Top Tweeters in G8:
@odio_nao
@jgzzzo
@magnamoreira_
@rmtakata
@marioasouza72
@celso_leite
@opedeuta
@georgeafg
@cyrusafa
@matthewshirts

Top Tweeters in G9:
@grandpooba5440
@libertea2012
@teakinrj
@kaygirl8lawana
@paultyredagh81
@beverlyfolkers
@29361rmsm
@mijomojo1
@saftyinnumbers
@djradar

Top Tweeters in G10:
@sddphoto
@reuters
@debsomewhere
@suzanneinlgb
@bostonglobe
@foxnews
@usatoday
@rumijulie
@suzannelepage1
@wsj


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