krugman, Twitter, 5/20/2021 5:09:41 PM, 255259


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krugman_2021-05-20_07-25-29.xlsx
krugman_2021-05-20_07-25-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2021
Short Description:
krugman via NodeXL https://bit.ly/2RruoZ6
@senwhitehouse
@paulkrugman
@_miwil_
@bobmurphyecon
@richard_harambe
@ranharpaz
@netminnow
@henkdevo
@jhy001
@pedroiafan

Top hashtags:
#artifexnyctakeover
#smartnews
#btc
#bitcoin
#inflation
#biden
#mariquina
#nft
#shib

Description:
Description
The graph represents a network of 5,205 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 May 2021 at 14:29 UTC.

The requested start date was Thursday, 20 May 2021 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 8-day, 22-hour, 0-minute period from Thursday, 06 May 2021 at 00:51 UTC to Friday, 14 May 2021 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 : 5205
Unique Edges : 3636
Edges With Duplicates : 7645
Total Edges : 11281
Number of Edge Types : 5
Retweet : 2924
MentionsInRetweet : 3225
Tweet : 616
Replies to : 1349
Mentions : 3167
Self-Loops : 662
Reciprocated Vertex Pair Ratio : 0.0550473439255336
Reciprocated Edge Ratio : 0.104350471554609
Connected Components : 764
Single-Vertex Connected Components : 355
Maximum Vertices in a Connected Component : 2487
Maximum Edges in a Connected Component : 5112
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.163317
Graph Density : 0.000242701062730878
Modularity : 0.512406
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,205 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 May 2021 at 14:29 UTC.

The requested start date was Thursday, 20 May 2021 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 8-day, 22-hour, 0-minute period from Thursday, 06 May 2021 at 00:51 UTC to Friday, 14 May 2021 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".

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:
[40] https://www.alternet.org/2021/05/paul-krugman/
[30] https://www.nytimes.com/2021/05/13/opinion/cryptocurrency-inflation.html?smid=tw-share
[23] https://twitter.com/paulkrugman/status/1391733828671131653
[21] https://www.nytimes.com/2021/05/07/opinion/federal-reserve-janet-yellen-inflation.html?smid=tw-share
[19] https://www.costadelsolfm.org/2021/05/09/paul-krugman-quien-teme-a-la-expansion-economica-feroz/
[19] https://www.washingtonexaminer.com/when-left-wing-economists-gruber-and-krugman-practiced-economics?_amp=true
[19] https://www.youtube.com/watch?v=TlQXsd337Fo&feature=youtu.be

[16] https://twitchy.com/sarahd-313035/2021/05/12/man-of-the-people-paul-krugman-informs-concerned-americans-that-rapid-inflation-is-sort-of-a-white-castle-slider-not-a-very-big-deal/
[15] https://www.nytimes.com/2021/05/13/opinion/cryptocurrency-inflation.html
[15] https://krugman.blogs.nytimes.com/2013/02/22/paul-de-grauwe-and-the-rehn-of-terror/

Top URLs in Tweet in G1:
[1] https://www.barrons.com/articles/dont-be-fooled-by-aprils-inflation-jump-its-being-driven-by-reopening-quirks-51620847392
[1] https://www.alternet.org/2021/05/paul-krugman/

Top URLs in Tweet in G2:
[12] https://krugman.blogs.nytimes.com/2013/02/22/paul-de-grauwe-and-the-rehn-of-terror/
[4] https://www.nytimes.com/2021/05/13/opinion/cryptocurrency-inflation.html?referringSource=highlightShare
[3] https://krugman.blogs.nytimes.com/2011/09/07/golden-cyberfetters/?smid=tw-NytimesKrugman&seid=auto
[3] https://www1.folha.uol.com.br/colunas/paulkrugman/2021/05/os-republicanos-continuam-em-guerra-contra-os-trabalhadores.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[3] https://www.businessinsider.com/paul-krugman-interview-inflation-mmt-government-stimulus-spending-economic-recovery-2021-5
[3] https://www.businessinsider.com/paul-krugman-interview-inflation-mmt-government-stimulus-spending-economic-recovery-2021-5?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[2] https://www.nytimes.com/2021/05/06/opinion/us-inflation-federal-reserve.html?referringSource=highlightShare
[2] https://www.nytimes.com/2021/05/10/opinion/jobs-unemployment-benefits-republicans.html?referringSource=highlightShare
[2] https://www.nytimes.com/2021/05/13/opinion/inflation-fears.html?referringSource=highlightShare
[2] https://www.nytimes.com/2014/01/20/opinion/krugman-the-undeserving-rich.html?_r=1

Top URLs in Tweet in G3:
[22] https://www.nytimes.com/2021/05/13/opinion/cryptocurrency-inflation.html?smid=tw-share
[17] https://www.nytimes.com/2021/05/07/opinion/federal-reserve-janet-yellen-inflation.html?smid=tw-share
[13] https://www.alternet.org/2021/05/paul-krugman/
[7] https://www.lrb.co.uk/the-paper/v43/n08/adam-tooze/the-gatekeeper
[7] https://www.businessinsider.com/paul-krugman-interview-inflation-mmt-government-stimulus-spending-economic-recovery-2021-5
[7] https://www.foxnews.com/media/krugman-new-york-times-protests
[7] https://twitter.com/paulkrugman/status/1392464309163282437
[7] https://www.nytimes.com/2021/05/13/opinion/cryptocurrency-inflation.html?partner=IFTTT
[6] https://www.businessinsider.com/inflation-outlook-paul-krugman-price-growth-shock-index-economic-reopening-2021-5
[6] https://www.nytimes.com/2021/05/13/opinion/cryptocurrency-inflation.html

Top URLs in Tweet in G4:
[7] https://allships.co/article/interview-sarah-zucker
[3] https://twitter.com/stevesweatpants/status/1392955431459373058
[3] https://allships.co/
[2] https://twitter.com/Ness_Graphics/status/1390333355070304269
[2] https://twitter.com/madebyanimus/status/1393216058702639105
[2] https://twitter.com/dave_krugman/status/1392113852083494916
[1] https://twitter.com/goldtelegraph_/status/1392559476360744969
[1] https://twitter.com/RonenV/status/1390329218102353922
[1] https://twitter.com/Ness_Graphics/status/1393307159635628034
[1] https://twitter.com/artifex_project/status/1390426245276606472

Top URLs in Tweet in G6:
[14] https://twitter.com/paulkrugman/status/1391733828671131653
[12] https://twitter.com/HotlineJosh/status/1390638923949527045
[8] https://twitter.com/paulkrugman/status/1390676170715316227
[1] https://twitter.com/paulkrugman/status/1392464309163282437
[1] https://twitter.com/ObsoleteDogma/status/1391106409530630149
[1] https://twitter.com/jeffdeist/status/1389913828759048197
[1] https://thehill.com/homenews/media/477482-paul-krugman-my-computer-was-hacked-to-download-child-pornography
[1] https://twitter.com/zerohedge/status/1390708236790210560
[1] https://twitter.com/ComfortablySmug/status/1390677576935518213

Top URLs in Tweet in G7:
[2] https://twitter.com/mattmedved/status/1390886188555423750
[1] https://twitter.com/dave_krugman/status/1390479766818590721
[1] https://mintable.app/

Top URLs in Tweet in G10:
[1] https://twitter.com/paulkrugman/status/1374381286530244614
[1] https://www.youtube.com/watch?v=Vbf5RO6TfxA&feature=youtu.be

[1] https://www.alternet.org/2021/05/paul-krugman/

Top Domains
Top Domains in Tweet in Entire Graph:
[228] nytimes.com
[223] twitter.com
[42] alternet.org
[38] businessinsider.com
[33] youtube.com
[19] twitchy.com
[19] costadelsolfm.org
[19] washingtonexaminer.com
[13] allships.co
[11] makronom.de

Top Domains in Tweet in G1:
[1] barrons.com
[1] alternet.org

Top Domains in Tweet in G2:
[36] nytimes.com
[18] twitter.com
[8] businessinsider.com
[3] com.br
[3] u.today
[3] youtube.com
[3] yahoo.com
[2] economicblogs.org
[2] blogspot.com
[2] counterpunch.org

Top Domains in Tweet in G3:
[117] nytimes.com
[72] twitter.com
[25] businessinsider.com
[13] alternet.org
[7] co.uk
[7] foxnews.com
[7] twitchy.com
[6] youtube.com
[5] makronom.de
[5] u.today

Top Domains in Tweet in G4:
[25] twitter.com
[13] allships.co
[3] superrare.co
[1] anchor.fm
[1] timeout.com
[1] osf.art
[1] youtube.com

Top Domains in Tweet in G6:
[39] twitter.com
[1] thehill.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] mintable.app

Top Domains in Tweet in G10:
[1] twitter.com
[1] youtube.com
[1] alternet.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] artifexnyctakeover
[10] smartnews
[6] btc
[6] bitcoin
[6] inflation
[5] biden
[4] mariquina
[4] nft
[4] shib
[3] economists



Top Hashtags in Tweet in G2:
[1] economics
[1] failedscience
[1] fakescience
[1] economists
[1] stupidorcorruptorboth
[1] defundeconomics
[1] fireeconomists
[1] scrapthelot
[1] bitcoin
[1] cryptocurrency

Top Hashtags in Tweet in G3:
[8] smartnews
[4] btc
[4] inflation
[3] bitcoin
[2] paulkrugman
[2] biden
[2] krugman
[2] cryptocurrency
[2] xrp
[2] crypto

Top Hashtags in Tweet in G4:
[4] nft
[4] shib
[3] cryptoart
[3] shiba
[2] shibaarmy
[1] nftworld
[1] nftcommunity
[1] interview
[1] nftart
[1] sarahzucker

Top Hashtags in Tweet in G7:
[23] artifexnyctakeover
[1] nftrucker

Top Words
Top Words in Tweet in Entire Graph:
[3646] krugman
[1771] economy
[1650] workers
[1627] bit
[1623] gets
[1621] sometimes
[1619] improves
[1619] hiring
[1619] higher
[1616] senwhitehouse

Top Words in Tweet in G1:
[1609] krugman
[1603] senwhitehouse
[1603] workers
[1602] economy
[1602] improves
[1602] hiring
[1602] gets
[1602] bit
[1602] harder
[1602] sometimes

Top Words in Tweet in G2:
[411] krugman
[261] paulkrugman
[145] paul
[121] inflation
[79] nobel
[66] monetary
[62] economist
[60] prize
[59] winning
[55] back

Top Words in Tweet in G3:
[363] krugman
[195] paul
[72] wonks
[72] inflation
[60] monetary
[55] economist
[44] cockroaches
[43] return
[40] nobel
[31] prize

Top Words in Tweet in G4:
[410] dave_krugman
[149] superrare
[68] crypto888crypto
[66] thesarahshow
[65] congrats
[61] art
[61] dave
[56] jacobriglin
[52] matthewneub
[51] ravivora

Top Words in Tweet in G5:
[174] hasards
[174] changent
[174] toute
[174] vie
[174] aucun
[174] algorithme
[174] percera
[174] mystère
[174] rencontre
[174] amoureuse

Top Words in Tweet in G6:
[173] krugman
[102] paul
[47] actually
[44] people
[39] coming
[38] couldn
[38] foresee
[38] richard_harambe
[37] tomselliott
[35] case

Top Words in Tweet in G7:
[155] dave_krugman
[122] artifex_project
[63] itsparrott
[61] thankyoux
[59] jnsilva_
[57] toomuchlag_
[57] blakekathryn
[56] maalavidaaa
[56] victormosquerar
[55] arstories

Top Words in Tweet in G9:
[4] mal1976retaf
[4] weidnerroger
[4] lynn80217236
[4] thecutemartian1
[4] howienudet
[4] ezrocks0011
[4] deeshand2
[4] cw2117
[4] gonenknftz
[4] bly_nell

Top Words in Tweet in G10:
[7] paul
[7] krugman
[6] emisión
[5] petrogustavo
[5] mejores
[5] economistas
[5] mundo
[5] muestra
[5] dinero
[5] billones

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1619] economy,improves
[1619] improves,hiring
[1616] hiring,gets
[1616] gets,bit
[1616] bit,harder
[1616] harder,sometimes
[1616] sometimes,attract
[1616] attract,workers
[1616] workers,offering
[1616] offering,higher

Top Word Pairs in Tweet in G1:
[1602] krugman,economy
[1602] economy,improves
[1602] improves,hiring
[1602] hiring,gets
[1602] gets,bit
[1602] bit,harder
[1602] harder,sometimes
[1602] sometimes,attract
[1602] attract,workers
[1602] workers,offering

Top Word Pairs in Tweet in G2:
[139] paul,krugman
[60] nobel,prize
[58] economist,paul
[57] prize,winning
[57] winning,economist
[46] businessinsider,nobel
[41] krugman,inflation
[39] inflation,modern
[39] modern,monetary
[39] monetary,theory

Top Word Pairs in Tweet in G3:
[185] paul,krugman
[72] krugman,wonks
[44] monetary,cockroaches
[43] economist,paul
[42] wonks,return
[42] return,monetary
[30] nobel,prize
[27] prize,winning
[27] winning,economist
[24] wonks,braking

Top Word Pairs in Tweet in G4:
[105] dave_krugman,superrare
[34] matthewneub,tristancobrien
[32] dave_krugman,ravivora
[31] superrare,congrats
[22] crypto,art
[22] ravivora,matthewneub
[21] jacobriglin,ry_hawthorne
[21] dove,deep
[21] deep,liminal
[21] liminal,strangeness

Top Word Pairs in Tweet in G5:
[174] hasards,changent
[174] changent,toute
[174] toute,vie
[174] vie,aucun
[174] aucun,algorithme
[174] algorithme,percera
[174] percera,mystère
[174] mystère,rencontre
[174] rencontre,amoureuse
[174] amoureuse,____

Top Word Pairs in Tweet in G6:
[102] paul,krugman
[38] people,couldn
[38] couldn,foresee
[38] foresee,coming
[38] coming,paul
[38] krugman,actually
[38] actually,krugman
[37] tomselliott,people
[34] krugman,case
[34] case,mysteriously

Top Word Pairs in Tweet in G7:
[75] dave_krugman,artifex_project
[56] artifex_project,thankyoux
[56] thankyoux,jnsilva_
[55] jnsilva_,itsparrott
[54] itsparrott,maalavidaaa
[53] maalavidaaa,toomuchlag_
[53] arstories,blakekathryn
[51] blakekathryn,billelis
[50] toomuchlag_,arstories
[50] billelis,victormosquerar

Top Word Pairs in Tweet in G9:
[4] mal1976retaf,weidnerroger
[4] weidnerroger,lynn80217236
[4] lynn80217236,thecutemartian1
[4] thecutemartian1,howienudet
[4] howienudet,ezrocks0011
[4] ezrocks0011,deeshand2
[4] deeshand2,cw2117
[4] cw2117,gonenknftz
[4] gonenknftz,bly_nell
[3] bobbron1,mal1976retaf

Top Word Pairs in Tweet in G10:
[7] paul,krugman
[5] krugman,mejores
[5] mejores,economistas
[5] economistas,mundo
[5] mundo,muestra
[5] muestra,emisión
[5] emisión,dinero
[5] dinero,billones
[5] billones,dólares
[4] petrogustavo,paul

Top Replied-To
Top Replied-To in Entire Graph:
@dave_krugman
@paulkrugman
@thesarahshow
@osfcollections
@cathsimard_
@nytimes
@jchatterleycnn
@artifex_project
@aarongst
@jacobriglin

Top Replied-To in G1:
@senwhitehouse
@allentien

Top Replied-To in G2:
@paulkrugman
@nytimes
@jchatterleycnn
@thatamish1
@rudyhavenstein
@michael_saylor
@stephaniekelton
@avengingliberal
@roberto_m_billi
@wmiddelkoop

Top Replied-To in G4:
@dave_krugman
@thesarahshow
@osfcollections
@cathsimard_
@aarongst
@jacobriglin
@crypto888crypto
@imbrendannorth
@superraredavid
@benskaarphoto

Top Replied-To in G6:
@bobmurphyecon
@neoavatara
@richard_harambe
@thegamercyclops
@sestes11
@albertobisin
@comfortablysmug

Top Replied-To in G7:
@dave_krugman
@artifex_project
@aeforiadesign
@axieking
@toomuchlag_
@ronenv
@swopes
@kimalpert
@madebyanimus
@arstories

Top Replied-To in G8:
@iandependence

Top Replied-To in G9:
@mal1976retaf

Top Replied-To in G10:
@senrickscott
@ivanduque
@potus

Top Mentioned
Top Mentioned in Entire Graph:
@senwhitehouse
@paulkrugman
@dave_krugman
@anthropeyolo
@superrare
@artifex_project
@jnsilva_
@streetevolution
@thankyoux
@itsparrott

Top Mentioned in G1:
@senwhitehouse
@theepurity
@all100senators

Top Mentioned in G2:
@paulkrugman
@businessinsider
@stephaniekelton
@rudyhavenstein
@rohangrey
@pcribbett
@stf18
@nytopinion
@benwinck
@washingtonpost

Top Mentioned in G3:
@8000yo
@drlouisehansen
@moalsinc
@madamdefargegw
@mnboss1
@bitcoinguide

Top Mentioned in G4:
@dave_krugman
@superrare
@crypto888crypto
@matthewneub
@jacobriglin
@ravivora
@thesarahshow
@bryanminear
@tristancobrien
@allshipsco

Top Mentioned in G5:
@anthropeyolo
@streetevolution
@unique_abstract
@alex00762690
@bettyxx84

Top Mentioned in G6:
@tomselliott
@richard_harambe
@sistertoldjah
@comfortablysmug
@neoavatara
@benshapiro
@bobmurphyecon
@mog1717
@beccajlower
@chasrmartin

Top Mentioned in G7:
@artifex_project
@itsparrott
@thankyoux
@jnsilva_
@blakekathryn
@maalavidaaa
@toomuchlag_
@victormosquerar
@arstories
@billelis

Top Mentioned in G8:
@alextickell
@darksideodunoon
@bellesareblue
@charlesrickell
@heeromiketta
@bailyjaki
@martine09653897
@thetearex
@collett26308984
@jim1jas

Top Mentioned in G9:
@weidnerroger
@lynn80217236
@thecutemartian1
@howienudet
@ezrocks0011
@deeshand2
@cw2117
@gonenknftz
@bly_nell
@bobbron1

Top Mentioned in G10:
@petrogustavo
@potus
@infopresidencia
@juanmansantos
@alvarouribevel
@policiacolombia
@mindefensa
@disecpolicia
@cortesupremaj
@camaracolombia

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@marciojmsilva
@chidambara09
@cleosagas1
@pparzival
@rjber15
@britpoptarts
@inspiteoftrump
@manmet80
@yarosisnancy

Top Tweeters in G1:
@oldlady12345
@britpoptarts
@inspiteoftrump
@manmet80
@washumom
@debilu2
@lechatnoire4
@stockguy61
@givemepie360
@magicdmw

Top Tweeters in G2:
@pparzival
@netminnow
@wally_wests
@businessinsider
@guardian
@remindme_ofthis
@lorisums
@folha
@michaelbarger1
@aowd25

Top Tweeters in G3:
@marciojmsilva
@ahmadnormaulana
@hardknoxfirst
@mortgageconsult
@conservativela
@ballerinax
@y_yt
@megresistor
@shehzadyounis
@lillys_news

Top Tweeters in G4:
@nancymurden
@williamshatner
@richmacleod
@livenation
@jlindsayfilm
@andreoshea
@ronenv
@jstngraphics
@glycemag
@mavroses

Top Tweeters in G5:
@navanan3
@n1234nina
@tess_blue815
@solomankarl
@utada0511
@jejeparis
@2018ria
@senolbuyuk
@sweet__sha
@blackstarcorne1

Top Tweeters in G6:
@joec1776
@biasedgirl
@jtlol
@comfortablysmug
@ex_lefty
@shail67330119
@anthonyabides
@chasrmartin
@neoavatara
@e__strobel

Top Tweeters in G7:
@zazarat
@ev_mastema
@fewocious
@bosslogic
@cryptocobain
@ikudinenko
@probcause
@icetoy008
@trevorjonesart
@bt

Top Tweeters in G8:
@2351onthelist
@ron_mould
@theeurogirl
@ka83k
@bellesareblue
@baz__17
@davycatchalot
@darksideodunoon
@nod641
@jim1jas

Top Tweeters in G9:
@dianne1h
@clwtrbkatty
@brenro4
@warrenwarmachi1
@meaculpau27
@irwbpk
@us_poll
@lynn80217236
@real_vt16
@don85375

Top Tweeters in G10:
@nachorgz
@policiacolombia
@infopresidencia
@senadogovco
@antoniovillamil
@petrogustavo
@mindefensa
@nicolasmaduro
@col_ejercito
@alvarouribevel


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