krugman, Twitter, 1/6/2019 4:38:52 PM, 180877


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krugman_2019-01-06_08-12-33.xlsx
krugman_2019-01-06_08-12-33.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 06, 2019
Short Description:
krugman via NodeXL http://bit.ly/2TuIc08
@paulkrugman
@essenviews
@philbingham4
@themarketswork
@nytopinion
@justjoeaz1
@aoc
@chris_auld
@garthgodsman
@rising_serpent

Top hashtags:
#crypto
#blockchain
#krugman
#trump
#nobel
#cacerolazo
#viernesintratable

Description:
Description
The graph represents a network of 5,511 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 Sunday, 06 January 2019 at 16:14 UTC.

The requested start date was Sunday, 06 January 2019 at 16:12 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 7-day, 3-hour, 36-minute period from Saturday, 29 December 2018 at 18:29 UTC to Saturday, 05 January 2019 at 22:05 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 : 5511
Unique Edges : 5914
Edges With Duplicates : 965
Total Edges : 6879
Self-Loops : 888
Reciprocated Vertex Pair Ratio : 0.0130060450631984
Reciprocated Edge Ratio : 0.0256781193490054
Connected Components : 903
Single-Vertex Connected Components : 531
Maximum Vertices in a Connected Component : 3445
Maximum Edges in a Connected Component : 4538
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.966639
Graph Density : 0.000182113911098773
Modularity : 0.782859
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[172] https://trib.al/VIfX6cf
[80] https://twitter.com/paulkrugman/status/1080963412434305026
[64] https://www.nytimes.com/2019/01/01/opinion/the-trump-tax-cut-even-worse-than-youve-heard.html
[62] https://www.rawstory.com/2019/01/paul-krugman-burns-fraud-paul-ryan-ground-along-reporters-sucked-years/
[46] https://twitter.com/paulkrugman/status/1081549060182630400
[45] https://www.nytimes.com/2019/01/01/opinion/the-trump-tax-cut-even-worse-than-youve-heard.html?partner=IFTTT
[41] https://twitter.com/paulkrugman/status/1081548638407544838
[35] https://www.nytimes.com/2018/12/31/opinion/green-new-deal-democrats.html
[32] https://www.nytimes.com/2019/01/01/opinion/the-trump-tax-cut-even-worse-than-youve-heard.html?partner=msft_msn
[29] https://newrepublic.com/article/152675/database-showed-far-right-terror-rise-trump-defunded-it?utm_source=TNR+Newsletters&utm_campaign=b4bee01a28-EMAIL_CAMPAIGN_2018_09_04_daily_COPY_01&utm_medium=email&utm_term=0_50cc843886-b4bee01a28-63841153

Top URLs in Tweet in G1:
[1] https://www.rawstory.com/2019/01/nobel-prize-winning-economist-warns-that-trumps-tax-cut-with-big-promises-falls-short-of-actual-results/#.XCwhCNI2JZM.twitter
[1] https://www.rawstory.com/2019/01/paul-krugman-burns-fraud-paul-ryan-ground-along-reporters-sucked-years/
[1] https://twitter.com/paulkrugman/status/1080964356005867525
[1] https://www.nytimes.com/2018/12/31/opinion/green-new-deal-democrats.html

Top URLs in Tweet in G2:
[4] https://www.bradford-delong.com/2019/01/paul-krugman-the-trump-tax-cut-even-worse-than-youve-heard.html
[3] https://krugman.blogs.nytimes.com/2014/10/14/jean-tirole-and-the-triumph-of-calculated-silliness/
[3] https://twitter.com/KateAronoff/status/1080215801632833537
[3] http://www.nytimes.com/2014/07/25/opinion/paul-krugman-california-tax-left-coast-rising.html
[2] https://www.nytimes.com/2018/12/31/opinion/green-new-deal-democrats.html
[2] https://piie.com/experts/peterson-perspectives/trade-talks-episode-66-paul-krugman-talks-trade
[2] https://www.masterclass.com/classes/paul-krugman-teaches-economics-and-society
[2] https://www.continentaltelegraph.com/economy/the-untruth-at-the-heart-of-paul-krugmans-argument-about-economics/
[2] https://twitter.com/XiaBamboohermit/status/1079413252784877568
[2] https://www.nrk.no/urix/--amerikansk-politikk-er-galskap-1.11457779

Top URLs in Tweet in G3:
[42] https://www.nytimes.com/2019/01/01/opinion/the-trump-tax-cut-even-worse-than-youve-heard.html?partner=IFTTT
[34] https://www.rawstory.com/2019/01/paul-krugman-burns-fraud-paul-ryan-ground-along-reporters-sucked-years/
[26] https://www.nytimes.com/2019/01/01/opinion/the-trump-tax-cut-even-worse-than-youve-heard.html
[20] https://twitter.com/paulkrugman/status/1081548638407544838
[19] https://www.nytimes.com/2018/12/31/opinion/green-new-deal-democrats.html
[11] https://www.nytimes.com/2019/01/03/opinion/house-democrats-budget-deficit.html?partner=IFTTT
[10] https://www.nytimes.com/2018/12/31/opinion/green-new-deal-democrats.html?partner=IFTTT
[10] http://video.foxbusiness.com/v/5985772438001
[9] https://twitter.com/paulkrugman/status/1079438656706961408
[9] https://www.nytimes.com/2019/01/03/opinion/house-democrats-budget-deficit.html

Top URLs in Tweet in G4:
[1] https://twitter.com/paulkrugman/status/1081548638407544838
[1] https://twitter.com/niulehou/status/1080150671570149379

Top URLs in Tweet in G5:
[165] https://trib.al/VIfX6cf
[1] https://www.nytimes.com/2018/12/27/opinion/republican-economists-bad-faith.html

Top URLs in Tweet in G6:
[45] https://twitter.com/paulkrugman/status/1081549060182630400
[3] https://twitter.com/paulkrugman/status/1081548638407544838
[2] https://trib.al/VIfX6cf
[2] https://twitter.com/paulkrugman/status/1081634662898954240
[2] https://twitter.com/paulkrugman/status/1079438656706961408
[2] https://www.nytimes.com/2019/01/05/opinion/alexandria-ocasio-cortez-tax-policy-dance.html
[1] https://www.nytimes.com/2019/01/05/opinion/alexandria-ocasio-cortez-tax-policy-dance.html#click=https://t.co/HG4w7pFGSy
[1] https://twitter.com/GiffensParadox/status/1081558669651783680
[1] https://contrakrugman.com
[1] https://twitter.com/theemegadee/status/1081196548241936384

Top URLs in Tweet in G7:
[12] https://www.rawstory.com/2019/01/paul-krugman-warns-called-trump-boom-head-significant-slowdown/
[3] https://www.rawstory.com/2019/01/paul-krugman-burns-fraud-paul-ryan-ground-along-reporters-sucked-years/
[3] https://www.rawstory.com/2019/01/paul-krugman-warns-called-trump-boom-head-significant-slowdown/?utm_source=dlvr.it&utm_medium=twitter
[1] https://trib.al/VIfX6cf
[1] https://www.nytimes.com/2019/01/01/opinion/the-trump-tax-cut-even-worse-than-youve-heard.html
[1] https://www.nytimes.com/2019/01/03/opinion/house-democrats-budget-deficit.html?action=click&contentCollection=undefined&contentPlacement=1&module=stream_unit&pgtype=collection®ion=stream&rref=collection/byline/paul-krugman&version=latest#commentsContainer

Top URLs in Tweet in G8:
[72] https://twitter.com/paulkrugman/status/1080963412434305026
[4] https://twitter.com/paulkrugman/status/1081548638407544838
[1] http://www.pkarchive.org/economy/KrugmanSummersCEAInflation1983Recovery090982.pdf
[1] https://www.linkedin.com/pulse/trump-climate-change-reference-paul-krugmans-deniers-hakanson/?published=t
[1] https://www.youtube.com/watch?v=cZ5dVBa3grw&feature=youtu.be&t=83

[1] https://twitter.com/paulkrugman/status/1080833027440295938
[1] https://twitter.com/BretStephensNYT/status/1079570668264587265

Top URLs in Tweet in G9:
[1] https://twitter.com/paulkrugman/status/1080963412434305026
[1] https://twitter.com/paulkrugman/status/1081548638407544838
[1] https://www.bbc.com/news/world-europe-34277960
[1] https://twitter.com/cvpayne/status/1081185763591680000

Top URLs in Tweet in G10:
[11] https://twitter.com/paulkrugman/status/1079875004853088257
[1] https://twitter.com/paulkrugman/status/1079445297028321280
[1] https://twitter.com/paulkrugman/status/1079438656706961408
[1] https://www.bizpacreview.com/2018/01/22/paul-krugman-lord-wrong-predictions-592049
[1] https://twitter.com/Chris_Auld/status/1079893205938769920
[1] https://krugman.blogs.nytimes.com/2013/02/16/minimum-wage-economics/

Top Domains
Top Domains in Tweet in Entire Graph:
[419] twitter.com
[355] nytimes.com
[173] trib.al
[169] rawstory.com
[29] newrepublic.com
[20] elpais.com
[17] mediaite.com
[14] foxbusiness.com
[13] salon.com
[12] youtube.com

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

Top Domains in Tweet in G2:
[19] twitter.com
[17] nytimes.com
[4] bradford-delong.com
[3] forbes.com
[3] piie.com
[2] mises.org
[2] bloomberg.com
[2] rawstory.com
[2] masterclass.com
[2] continentaltelegraph.com

Top Domains in Tweet in G3:
[180] nytimes.com
[149] twitter.com
[83] rawstory.com
[12] foxbusiness.com
[9] wordpress.com
[6] facebook.com
[6] blogspot.com
[4] jacobinmag.com
[4] contropiano.org
[4] salon.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[165] trib.al
[1] nytimes.com

Top Domains in Tweet in G6:
[56] twitter.com
[6] nytimes.com
[2] trib.al
[1] contrakrugman.com
[1] newrepublic.com
[1] youtube.com
[1] huffingtonpost.com
[1] mit.edu
[1] slate.com
[1] foxnews.com

Top Domains in Tweet in G7:
[18] rawstory.com
[2] nytimes.com
[1] trib.al

Top Domains in Tweet in G8:
[78] twitter.com
[1] pkarchive.org
[1] linkedin.com
[1] youtube.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] bbc.com

Top Domains in Tweet in G10:
[14] twitter.com
[1] bizpacreview.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] crypto
[26] blockchain
[9] krugman
[7] trump
[6] nobel
[5] cacerolazo
[5] viernesintratable
[5] animalessueltos
[5] sabadodeganarseguidores
[5] opinión



Top Hashtags in Tweet in G1:
[1] greennewdeal
[1] climatechange
[1] cleanenergy
[1] carbontax

Top Hashtags in Tweet in G2:
[4] trump
[4] krugman
[4] economy
[3] nosmienten
[2] nfp
[2] jobs
[2] epicfail
[1] gop
[1] tax
[1] investment

Top Hashtags in Tweet in G3:
[4] krugman
[4] news
[3] trump
[3] opinion
[2] reddit
[2] republicans
[2] euro
[2] smartnews
[2] taxscam
[2] tech

Top Hashtags in Tweet in G5:
[1] quote
[1] goptaxcuts

Top Hashtags in Tweet in G6:
[2] republicans
[1] socialsecurity
[1] maga
[1] whattheheckiswrongwithyou

Top Hashtags in Tweet in G7:
[1] fakenews

Top Hashtags in Tweet in G8:
[1] krugman

Top Words
Top Words in Tweet in Entire Graph:
[4994] Words in Sentiment List#1: Positive
[3332] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[104744] Non-categorized Words
[113070] Total Words
[3921] krugman
[3138] paul
[1247] economist
[1094] nobel
[1072] tax

Top Words in Tweet in G1:
[784] paul
[692] krugman
[687] essenviews
[646] cut
[645] economist
[644] nobel
[644] prize
[644] winning
[644] money
[644] fact

Top Words in Tweet in G2:
[552] paulkrugman
[402] krugman
[220] one
[217] right
[198] hard
[197] better
[195] between
[193] side
[191] pressed
[191] test

Top Words in Tweet in G3:
[581] krugman
[483] paul
[142] trump
[119] tax
[91] cut
[91] nyt
[80] up
[80] even
[79] s
[76] worse

Top Words in Tweet in G4:
[444] themarketswork
[431] things
[431] paid
[431] propagandist
[431] masquerading
[431] economist
[431] former
[431] pm
[431] large
[431] institutional

Top Words in Tweet in G5:
[186] krugman
[177] nytopinion
[175] paul
[165] alexandria
[165] ocasio
[165] cortez's
[165] election
[165] already
[165] serving
[165] valuable

Top Words in Tweet in G6:
[152] krugman
[126] aoc
[52] more
[51] emptywheel
[50] paul
[48] bernie
[47] two
[46] days
[45] moc
[45] gotten

Top Words in Tweet in G7:
[267] paul
[152] krugman
[124] rawstory
[115] ryan
[113] burns
[113] ground
[111] along
[111] reporters
[111] sucked
[111] up

Top Words in Tweet in G8:
[147] more
[146] krugman
[99] wrong
[87] davidharsanyi
[74] out
[72] public
[72] figure
[25] paul
[19] xan_desanctis
[19] goldberg

Top Words in Tweet in G9:
[136] krugman
[123] rising_serpent
[122] paul
[120] nobel
[118] economy
[117] economics
[116] tells
[116] doomed
[116] knows
[116] taking

Top Words in Tweet in G10:
[109] chris_auld
[104] krugman's
[102] updated
[102] study
[102] misleading
[102] mw
[102] hours
[101] summary
[101] paper
[101] seattle

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2613] paul,krugman
[855] tax,cut
[849] nobel,prize
[706] economist,paul
[697] winning,economist
[692] prize,winning
[659] money,fact
[659] fact,brought
[659] brought,home
[657] cut,probably

Top Word Pairs in Tweet in G1:
[692] paul,krugman
[645] economist,paul
[644] nobel,prize
[644] prize,winning
[644] winning,economist
[644] krugman,money
[644] money,fact
[644] fact,brought
[644] brought,home
[644] home,tax

Top Word Pairs in Tweet in G2:
[191] hard,pressed
[191] pressed,better
[191] better,test
[191] test,contrast
[191] contrast,between
[191] between,one
[191] one,side
[191] side,jerry
[191] jerry,brown's
[191] brown's,california

Top Word Pairs in Tweet in G3:
[405] paul,krugman
[85] tax,cut
[73] trump,tax
[70] even,worse
[69] krugman,nyt
[69] cut,even
[68] worse,ve
[68] ve,heard
[66] paul,ryan
[64] krugman,burns

Top Word Pairs in Tweet in G4:
[431] things,paid
[431] paid,propagandist
[431] propagandist,masquerading
[431] masquerading,economist
[431] economist,former
[431] former,pm
[431] pm,large
[431] large,institutional
[430] themarketswork,things
[13] themarketswork,dbongino

Top Word Pairs in Tweet in G5:
[174] paul,krugman
[165] alexandria,ocasio
[165] ocasio,cortez's
[165] cortez's,election
[165] election,already
[165] already,serving
[165] serving,valuable
[165] valuable,purpose
[165] purpose,writes
[165] writes,paul

Top Word Pairs in Tweet in G6:
[46] paul,krugman
[45] two,days
[45] days,moc
[45] moc,aoc
[45] aoc,gotten
[45] gotten,more
[45] more,props
[45] props,krugman
[45] krugman,bernie
[44] emptywheel,two

Top Word Pairs in Tweet in G7:
[152] paul,krugman
[119] rawstory,paul
[115] paul,ryan
[113] krugman,burns
[113] ryan,ground
[111] ground,along
[111] along,reporters
[111] reporters,sucked
[111] sucked,up
[111] up,years

Top Word Pairs in Tweet in G8:
[73] more,wrong
[72] public,figure
[72] figure,out
[72] out,more
[72] wrong,more
[72] more,krugman
[71] davidharsanyi,public
[24] paul,krugman
[15] charles,blow
[14] michelle,goldberg

Top Word Pairs in Tweet in G9:
[122] paul,krugman
[116] krugman,tells
[116] tells,economy
[116] economy,doomed
[116] doomed,knows
[116] knows,taking
[116] taking,nobel
[116] nobel,prize
[116] prize,economics
[115] rising_serpent,paul

Top Word Pairs in Tweet in G10:
[101] krugman's,summary
[101] summary,study
[101] study,misleading
[101] misleading,updated
[101] updated,paper
[101] paper,seattle
[101] seattle,mw
[101] mw,finds
[101] finds,reductions
[101] reductions,hours

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@rokhanna
@dave_krugman
@themarketswork
@avengingliberal
@nytopinion
@aoc
@sebgorka
@petrasumaier
@julie_kelly2

Top Replied-To in G1:
@senatorenzi

Top Replied-To in G2:
@paulkrugman
@rokhanna
@avengingliberal
@sebgorka
@petrasumaier
@dilemmabeats
@golebiewskigreg
@saab93f
@deanbaker13
@id7dee

Top Replied-To in G4:
@themarketswork
@paulkrugman
@guidofawkes
@dbongino
@loudobbs
@davidfrum

Top Replied-To in G5:
@nytopinion
@gabesmall
@jbouie
@west_looper
@jonathanwriting

Top Replied-To in G6:
@paulkrugman
@aoc
@emptywheel
@laurelschunk
@theminorchords
@danicugini
@peterhalleone
@bravenakblog
@tcfka_ncsteve
@agingernole

Top Replied-To in G7:
@megawatts55

Top Replied-To in G8:
@julie_kelly2
@edasante77
@davidharsanyi
@xan_desanctis
@mitchellvii
@themarketswork
@antoniogm
@cajunhossman1
@kbrizzie1020
@bushlover2016

Top Replied-To in G9:
@sharylattkisson
@themarketswork
@rising_serpent
@samaveryquinn
@robyns323
@davidmc67925910

Top Replied-To in G10:
@chris_auld
@modeledbehavior
@ernietedeschi
@jordanmoore0929
@mattfosterdc
@loveadron

Top Mentioned
Top Mentioned in Entire Graph:
@essenviews
@paulkrugman
@themarketswork
@nytopinion
@rawstory
@rising_serpent
@aoc
@morgfair
@chris_auld
@davidharsanyi

Top Mentioned in G1:
@essenviews
@quakernana
@paulkrugman
@cardiffgarcia
@senjohnbarrasso
@replizcheney

Top Mentioned in G2:
@paulkrugman
@delong
@junkscience
@rokhanna
@stephaniekelton
@golebiewskigreg
@drew_hammill
@cardiffgarcia
@dilemmabeats
@petrasumaier

Top Mentioned in G3:
@dmae2
@notcomey
@defnotfedsloth
@echtunlustig
@josephfarnswort
@gecko39
@cakedaddy4ever
@thomasprass
@jjboxer1

Top Mentioned in G4:
@themarketswork
@dbongino
@niulehou
@daviddominianni
@loudobbs
@cyrus_trump2
@rokhanna
@jessebwatters

Top Mentioned in G5:
@nytopinion
@paulkrugman
@brucebartlett
@nhannahjones
@sjw_princess1
@nytimespr
@kayhymowitz
@jbouie
@jonathanwriting

Top Mentioned in G6:
@aoc
@emptywheel
@aukehoekstra
@rokhanna
@paulkrugman
@newyorker
@laurenetran91
@sensanders
@lquispel
@procrastin

Top Mentioned in G7:
@rawstory
@jonflan
@jwadetaylor
@essenviews
@paulkrugman
@nytopinion
@therickwilson

Top Mentioned in G8:
@davidharsanyi
@xan_desanctis
@edasante77
@themarketswork
@julie_kelly2
@mac_balzac
@paulkrugman
@bariweiss
@usacsmret
@junkscience

Top Mentioned in G9:
@rising_serpent
@themarketswork
@et_mjttech
@_lukecskywalker
@sharylattkisson
@donnys_ded_dad
@ggreenwald
@davidmc67925910
@mannfm11
@robyns323

Top Mentioned in G10:
@chris_auld
@jbarro
@heminator
@wu_tang_finance
@modeledbehavior
@reaganbattalion
@ritholtz
@thestalwart
@jneeley78
@analyticascent

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@davidjones_now
@nvpeople
@the_news_diva
@jojokejohn
@newsjunkieswmo
@enigmanetxx
@currentsocials
@lennaleprena
@lopezgovlaw

Top Tweeters in G1:
@lechatnoire4
@actdontreact
@rafaeslomejor
@rhiles2760
@drpatfarrell
@buffaloon
@sachikoko
@575haiku
@amsmadwoman
@burnettcynthia

Top Tweeters in G2:
@libertad717
@shoq
@robsongfreire
@vedehimajumdar
@carlyinnj
@vjeannek
@lglwry
@andreakirwan
@nofascistlies
@elyse4design

Top Tweeters in G3:
@newsjunkieswmo
@currentsocials
@lopezgovlaw
@baphometx
@_silversmith
@shipintheknight
@spiegel_alles
@tvthirdeyem
@mortgageconsult
@batsflywest

Top Tweeters in G4:
@souljahsingh
@israelnewslinks
@lauracgilleslil
@serafinos
@clark7950
@lyn1350
@nvehecnycrrcom1
@stormestone
@knuckldraginsam
@salomnm

Top Tweeters in G5:
@kat4obama
@carolmaewy
@sws_edu
@broomstick33
@charles_gaba
@nothingsmonstrd
@irlandia
@mattison
@jmmartin37
@cwindley

Top Tweeters in G6:
@mattmurph24
@badjerry_1
@mrmurder37
@katcapps
@stetayen
@24baseballreed
@emptywheel
@overunderclover
@jkfecke
@roxann_minerals

Top Tweeters in G7:
@davidjones_now
@nvpeople
@the_news_diva
@crewislife
@heyjdey
@purplegarter1
@thejoshuablog
@baronianconsult
@geostompx
@bad_woof

Top Tweeters in G8:
@madanabhat
@nascarnac
@amyloukingery
@blanken01
@fieldroamer
@jetrotter
@usacsmret
@sistertoldjah
@jimw_in_nm
@lbastura

Top Tweeters in G9:
@babysgramma
@sweetfreedom29
@saveaslave
@irritatedwoman
@inabsentia9
@rentonmagauk
@mouse458
@robyns323
@viptandon
@ihatethemedia

Top Tweeters in G10:
@sueleugers
@rhcm123
@uncriticalsimon
@jimrose69872629
@monitoringdaily
@reaganbattalion
@bdragon74
@heminator
@chrisberez
@modeledbehavior


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