krugman, Twitter, 5/26/2022 2:42:37 PM, 277100


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krugman_2022-05-26_07-15-29.xlsx
krugman_2022-05-26_07-15-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
krugman via NodeXL https://bit.ly/38onmN8
@dave_krugman
@paulkrugman
@veritas1012
@nntaleb
@atabarrok
@brian_riedl
@monetaristmaia
@dehnts
@nytimes
@modeledbehavior

Top hashtags:
#seibulions
#onev1
#freshvoicesrise
#wtpblue
#demvoice1
#resistanceunited
#zitat

Description:
Description
The graph represents a network of 5,327 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, 26 May 2022 at 14:20 UTC.

The requested start date was Thursday, 26 May 2022 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, 22-hour, 47-minute period from Thursday, 12 May 2022 at 00:07 UTC to Wednesday, 25 May 2022 at 22:54 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 : 5327
Unique Edges : 5161
Edges With Duplicates : 6464
Total Edges : 11625
Number of Edge Types : 5
Retweet : 1768
MentionsInRetweet : 2431
Tweet : 1049
Replies to : 2293
Mentions : 4084
Self-Loops : 1075
Reciprocated Vertex Pair Ratio : 0.0632795862488591
Reciprocated Edge Ratio : 0.119027181688126
Connected Components : 995
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 1426
Maximum Edges in a Connected Component : 5053
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.720354
Graph Density : 0.00024637311632949
Modularity : 0.534794
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,327 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, 26 May 2022 at 14:20 UTC.

The requested start date was Thursday, 26 May 2022 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, 22-hour, 47-minute period from Thursday, 12 May 2022 at 00:07 UTC to Wednesday, 25 May 2022 at 22:54 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:
[55] https://www.nytimes.com/2022/05/19/opinion/putin-russia-sanctions-ukraine.html?smid=tw-share
[52] https://www.rawstory.com/economist-paul-krugman-explains-why-magas-paranoid-mindset-has-overtaken-the-gop/
[48] https://www.alternet.org/2022/05/economist-paul-krugman-explains-why-magas-paranoid-mindset-has-overtaken-the-gop/
[23] https://twitter.com/paulkrugman/status/1525836206054981632
[15] https://freebeacon.com/media/krugman-tax-cuts-buffalo/
[15] https://www.nytimes.com/2022/05/19/opinion/putin-russia-sanctions-ukraine.html
[15] https://u.today/paul-krugman-mocks-institutions-for-hopping-on-blockchain-bandwagon
[13] https://www.alternet.org/2022/05/economist-paul-krugman-explains-why-the-u-s-is-a-long-way-from-the-painful-stagflation-of-1979/
[13] https://twitchy.com/samj-3930/2022/05/24/silly-poors-youre-fine-paul-krugman-does-his-smug-best-lecturing-americans-about-how-theyre-not-really-struggling-under-biden/
[12] https://www.alternet.org/2022/05/economist-paul-krugman-explains-why-magas-paranoid-mindset-has-overtaken-the-gop/?utm_campaign=RebelMouse&share_id=7059544&utm_medium=social&utm_source=twitter&utm_content=AlterNet

Top URLs in Tweet in G1:
[6] https://opensea.io/collection/drive-dave-krugman
[3] https://allships.co/store
[3] https://twitter.com/i/spaces/1mnGedOvXQEKX
[2] https://twitter.com/i/spaces/1BRKjnvRRYpKw
[2] https://twitter.com/i/spaces/1rmGPgendAqKN
[2] https://www.eventbrite.com/e/allships-social-club-at-robertas-pizza-bushwick-tickets-344934657847
[2] https://twitter.com/dave_krugman/status/1527668609815916551
[2] https://twitter.com/unclejut/status/1526592405532815362
[2] https://twitter.com/dave_krugman/status/1528852227963736070
[2] https://opensea.io/assets/timepieces-sot-artists?search[stringTraits][0][name]=Artist&search[stringTraits][0][values][0]=Dave%20Krugman&search[sortAscending]=true&search[sortBy]=PRICE

Top URLs in Tweet in G2:
[25] https://www.alternet.org/2022/05/economist-paul-krugman-explains-why-magas-paranoid-mindset-has-overtaken-the-gop/
[19] https://www.rawstory.com/economist-paul-krugman-explains-why-magas-paranoid-mindset-has-overtaken-the-gop/
[14] https://twitter.com/paulkrugman/status/1525836206054981632
[11] https://www.dailykos.com/stories/2022/5/17/2098539/-Paul-Krugman-is-a-must-read-Again
[11] https://u.today/paul-krugman-mocks-institutions-for-hopping-on-blockchain-bandwagon
[8] https://www.alternet.org/2022/05/economist-paul-krugman-explains-why-the-u-s-is-a-long-way-from-the-painful-stagflation-of-1979/
[7] https://www.nytimes.com/2022/05/16/opinion/republicans-taxes-great-replacement.html
[6] https://www.alternet.org/
[6] https://freebeacon.com/media/krugman-tax-cuts-buffalo/
[6] https://twitter.com/paulkrugman/status/1527689435575463937

Top URLs in Tweet in G3:
[6] https://leaders.economicblogs.org/video/krugman-paul-krugman-austrian-economics-keynesian-economics-saifedean-ammous/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://newsbusters.org/blogs/business/jeffrey-clark/2022/05/23/zonking-out-nyts-paul-krugman-claims-inflation-doesnt-seem
[2] https://heterodox.economicblogs.org/real-world-economics/2022/syll-economic-modelling?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://u.today/paul-krugman-mocks-institutions-for-hopping-on-blockchain-bandwagon
[2] https://www.nytimes.com/2022/05/17/opinion/crypto-crash-bitcoin.html?referringSource=articleShare
[1] https://www.nybooks.com/articles/2013/11/07/climate-change-gambling-civilization/
[1] https://twitter.com/doctorvive/status/1529507609417502732
[1] https://www.alternet.org/2022/05/economist-paul-krugman-explains-why-the-u-s-is-a-long-way-from-the-painful-stagflation-of-1979/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ft.com/content/83a14261-598d-4601-87fc-5dde528b33d0
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Feand.co%2Fthe-age-of-extinction-is-here-some-of-us-just-dont-know-it-yet-7001f5e0c79a

Top URLs in Tweet in G4:
[3] https://twitter.com/nytimes/status/1487078081651253257
[1] https://twitter.com/paulkrugman/status/1053274998742441985
[1] https://trib.al/TjqgplD
[1] https://www.nytimes.com/2022/05/20/opinion/stagflation-inflation-economy.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DIDmwaiOMNAo6B_EGKfrZqaNU31iiaQ9kEMbkhQPVuz-hZekFmTA-vp4rCmIgAJ299j7OPaV4M_sCHW6Eko3itZ3OlKex7yfru40mMaWa-Dbjdg3x1OApm9JZ6fFCr2WhekfjBFuEj0tR62fsxF9stE2d7ESqJvvDjDBR_PdiUPFqLukRtBbYvCXyElsWc6rkAbAxVFVnGKXh86mo_49heU8gFaOe9d1VzPZqj3shCTzBgP4yrBJYuRofLlL0MsrbFrRSEy8Pe1Oy0cJUvoaW4BcUtknMYFicN&smid=tw-share
[1] https://www.nytimes.com/2022/05/16/opinion/republicans-taxes-great-replacement.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DIDm8ciOMNAo6B_EGKf6d7etE33j-SQsQELLY_Sec3wfVSNlAoUQSwppKPlZEIJTlzqZ62Wil--aPxao0C0G2gaHileqA4zaejvhmCPX-6X6DYgyF2IBJk9MBkaV2v2nUXz_3BR_p10tAp3613DpwtFjsQdWLd6amTfhZ9OdyNaRDd7wQkCaoOCXyIw4nqu_9Xex5SCFnGUHp4_W45jdhfM98TN634RAUyLIu82f5CTzw1c_r6QsE5VIPWlL51sLHSqRPqy8K-w_o-F6k8r6pCdtgVFH4PPERcX9UbSu4A&smid=tw-share
[1] https://www.nytimes.com/2022/05/17/opinion/crypto-crash-bitcoin.html
[1] https://gazeteoksijen.com/yazarlar/paul-krugman/bati-putinin-ekonomisini-nasil-boguyor-154417
[1] https://www.nytimes.com/2022/05/19/opinion/putin-russia-sanctions-ukraine.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuomT1JKd6J17Vw1cRCfTTMQmqxCdw_PIxftm3iWka3DIDm8TiOMNAo6B_EGKfbd_Zt12xSmAX95IdaQmQvduz-hZJAlwSBOho52J3pQZJiF_4aSCYlQL5bOfF7Yp7W2tKWCjNOZ0wLD440KLbzbtD6LAhCYrJxJio5JiaVH60CQXlavGReZ12dV4j6srFYk6EWlbHFSCuPLpDRx6Pd-UPFqLukRtBbYvCXyElsWc6rkAbAxVFVnEKXt86mw949tWU8gFaOe9d1VzPZqj3shCTzBgP4yrBJYuRofLl7UMsbbFqxaEyMve1OxMV5Ye6fc3gbSzxVSdhqMA&smid=tw-share
[1] https://www.sltrib.com/opinion/commentary/2022/05/18/paul-krugman-voodoo-maga/
[1] https://freebeacon.com/media/krugman-tax-cuts-buffalo/

Top URLs in Tweet in G5:
[7] https://mattstoller.substack.com/p/corporate-profits-drive-60-of-inflation?s=r
[2] https://twitter.com/paulkrugman/status/1525836206054981632
[2] https://twitter.com/paulkrugman/status/1525837571166769159
[2] https://www.nytimes.com/2022/02/22/opinion/democrats-republican-objectivity.html
[1] https://twitter.com/nytopinion/status/1527651216435585024?s=20&t=sxY0pPe3Ec-6Ik4d2N140A
[1] https://amp.theguardian.com/business/2022/may/13/oil-gas-producers-first-quarter-2022-profits
[1] https://twitter.com/paulkrugman/status/1525837429495701507
[1] https://twitter.com/paulkrugman/status/1525837977125064705
[1] https://twitter.com/3Sentinel4/status/1525990101796257792
[1] https://www.nytimes.com/2020/01/16/opinion/children-america.html?smid=nytcore-ios-share

Top URLs in Tweet in G6:
[1] https://superrare.com/magazine/2022/05/25/do-electric-memes-dream-of-jpegs-an-interview-with-moxarra-gonzalez/?utm_source=twitter_superrare&utm_medium=social&utm_content=editorial_art
[1] https://superrare.com/0x3680f4b8af191b542cfb1c467708f43f43952fb0/slap-them-down!-3
[1] https://opensea.io/collection/brew-by-intern/

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2022/05/16/opinion/republicans-taxes-great-replacement.html
[1] https://twitter.com/EsotericCD/status/1528012001326379010
[1] https://twitter.com/paulkrugman/status/1525837429495701507
[1] https://twitter.com/nytimes/status/1487078081651253257

Top URLs in Tweet in G8:
[2] https://www.nytimes.com/2022/04/15/opinion/us-dollar-dominance.html
[1] https://twitter.com/paulkrugman/status/1525837977125064705?s=21&t=Y4OlKI2uNlcydZ1FJfBTww
[1] https://twitter.com/paulkrugman/status/1525837429495701507
[1] https://www.nytimes.com/2022/05/19/opinion/putin-russia-sanctions-ukraine.html?smid=tw-share
[1] https://www.princeton.edu/~pkrugman/incidents.html
[1] https://twitter.com/paulkrugman/status/1525837429495701507?s=20&t=iQC6VPRbXI8WqbCCe714Qg
[1] https://twitter.com/jasonfurman/status/1526034441742729217
[1] https://twitter.com/night_brain_/status/1526159464444870656
[1] https://www.nytimes.com/2016/02/19/opinion/varieties-of-voodoo.html?partner=rss&emc=rss&_r=0
[1] https://twitter.com/JamesSurowiecki/status/1526222718215102465

Top URLs in Tweet in G9:
[1] https://twitter.com/ATabarrok/status/1527735969977290752
[1] https://www.nytimes.com/2022/05/19/opinion/putin-russia-sanctions-ukraine.html
[1] https://www.nytimes.com/2022/05/17/opinion/crypto-crash-bitcoin.html
[1] https://www.youtube.com/watch?v=78BBbhlgTCc&feature=youtu.be

[1] https://www.schiffradio.com/when-krugman-talks-dont-listen/
[1] https://krugman.blogs.nytimes.com/2011/10/12/i-am-not-your-mirror-image/?mtrref=undefined&gwh=987DDBD1C9302B50173A3D88448DDE8D&gwt=pay&assetType=PAYWALL
[1] https://www.nytimes.com/2022/04/22/opinion/inflation-recession-federal-reserve.html
[1] https://krugman.blogs.nytimes.com/2009/02/01/protectionism-and-stimulus-wonkish/
[1] https://www.nytimes.com/2022/05/19/opinion/putin-russia-sanctions-ukraine.html?smid=tw-share
[1] https://twitter.com/TikTokInvestors/status/1513905032999043074

Top URLs in Tweet in G10:
[7] https://www.nytimes.com/2022/04/12/opinion/inflation-consumer-prices.html
[2] https://stephaniekelton.com/paul-krugman-asked-me-about-modern-monetary-theory-here-are-4-answers/
[1] https://www.nytimes.com/2022/04/12/opinion/inflation-consumer-prices.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuonUktbfqYhkTFUaASbSRdkhrxqAwvnJzrg1mn75Km2eTjBZ0uEYGc2Y4UbGaLElZ8c2237TYu59B4IVZa44yP5DbQsqQhO0o5CAldNffnRq9I-5DyZm0cyVGO00-2CvZDfic6Iln7Sx7k_WYGbpW6LPwDZ2clYe1JhjcFmv3XwJxb6UUbImn4kjgopyQ8xyVjwCZyKVvvX3CxgYOdqObBnU6AheSPgOEHiI3obas-RcBV0UXVHWT3p_4nI-7MdcMb4VO6X-Lx0hcKnukL5gH4zNy7jVvLSiC4r4Xoc&referringSource=articleShare
[1] https://fred.stlouisfed.org/series/LES1252881600Q#0
[1] https://twitter.com/DEhnts/status/1525364020873682946
[1] http://www-personal.umich.edu/~ssalant/salanthenderson.pdf
[1] https://stonecenter.gc.cuny.edu/files/1979/08/krugman-a-model-of-balance-of-payment-crises-1979.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[318] twitter.com
[223] nytimes.com
[98] alternet.org
[53] rawstory.com
[24] opensea.io
[23] com.br
[22] msn.com
[21] youtube.com
[18] u.today
[15] freebeacon.com

Top Domains in Tweet in G1:
[52] twitter.com
[14] opensea.io
[5] allships.co
[2] superrare.com
[2] eventbrite.com
[2] davekrugman.com
[1] discord.com
[1] featureshoot.com
[1] stanselm.net
[1] blockparty.co

Top Domains in Tweet in G2:
[111] twitter.com
[75] nytimes.com
[40] alternet.org
[19] rawstory.com
[17] msn.com
[14] u.today
[12] dailykos.com
[7] newsbusters.org
[6] youtube.com
[6] freebeacon.com

Top Domains in Tweet in G3:
[14] twitter.com
[11] nytimes.com
[9] economicblogs.org
[7] google.com
[3] newsbusters.org
[2] medium.com
[2] u.today
[1] nybooks.com
[1] alternet.org
[1] ft.com

Top Domains in Tweet in G4:
[5] nytimes.com
[4] twitter.com
[1] trib.al
[1] gazeteoksijen.com
[1] sltrib.com
[1] freebeacon.com

Top Domains in Tweet in G5:
[12] twitter.com
[7] substack.com
[4] nytimes.com
[1] theguardian.com
[1] theepochtimes.com
[1] stlouisfed.org

Top Domains in Tweet in G6:
[2] superrare.com
[1] opensea.io

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

Top Domains in Tweet in G8:
[8] twitter.com
[5] nytimes.com
[1] princeton.edu
[1] uchicago.edu
[1] blogspot.com

Top Domains in Tweet in G9:
[6] nytimes.com
[3] twitter.com
[2] youtube.com
[1] schiffradio.com
[1] tabletmag.com

Top Domains in Tweet in G10:
[8] nytimes.com
[2] stephaniekelton.com
[1] stlouisfed.org
[1] twitter.com
[1] umich.edu
[1] cuny.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[127] seibulions
[58] onev1
[58] freshvoicesrise
[58] wtpblue
[58] demvoice1
[58] resistanceunited
[26] zitat
[25] sextareidosdv
[25] sextamafiasdv
[10] opinião



Top Hashtags in Tweet in G1:
[9] nftrio
[3] protectdave
[3] nfts
[2] web3
[2] drive
[2] nftliverpool
[1] nyc
[1] nftcommunity
[1] music
[1] bushwick

Top Hashtags in Tweet in G2:
[6] opinion
[5] paulkrugman
[4] smartnews
[4] crypto
[4] blockchain
[3] nyt
[3] bitcoin
[3] krugman
[2] inflation
[2] economics

Top Hashtags in Tweet in G3:
[3] inflation
[2] mmt
[2] econtwitter
[2] economy
[1] cryptocurrency
[1] extremistrepublicans
[1] cpi
[1] climatecrisis
[1] greennewdeal
[1] replacementtheory

Top Hashtags in Tweet in G4:
[1] krugman
[1] lies
[1] fakenews

Top Hashtags in Tweet in G6:
[2] nftcommunity
[2] nft

Top Hashtags in Tweet in G8:
[1] economics
[1] failedscience
[1] fakescience
[1] economist
[1] profit

Top Words
Top Words in Tweet in Entire Graph:
[3057] krugman
[1719] paul
[1270] dave_krugman
[262] bryanbrinkman
[252] inflation
[245] economist
[238] paulkrugman
[211] wrong
[207] allships
[185] maga

Top Words in Tweet in G1:
[1022] dave_krugman
[256] bryanbrinkman
[207] allships
[114] congrats
[94] olliechanin
[93] robertaspizza
[79] love
[73] gm
[70] efdotstudio
[70] maachewbentley

Top Words in Tweet in G2:
[506] krugman
[315] paul
[72] economist
[55] maga
[52] explains
[49] gop
[44] paranoid
[43] mindset
[43] overtaken
[41] nyt

Top Words in Tweet in G3:
[220] krugman
[208] paulkrugman
[83] paul
[66] inflation
[49] wrong
[32] economist
[29] times
[25] economics
[25] wbmosler
[23] clintballinger

Top Words in Tweet in G4:
[150] krugman
[106] paul
[67] nntaleb
[59] nytimes
[51] crypto
[49] article
[47] custodian
[47] months
[46] knows
[46] finance

Top Words in Tweet in G5:
[127] krugman
[65] inflation
[57] price
[49] paul
[40] gouging
[33] thread
[31] wrong
[29] much
[29] present
[28] owenslindsay1

Top Words in Tweet in G6:
[72] dave_krugman
[47] superrare
[42] moxarra
[29] trshboyoli
[25] memes
[24] artist
[21] oveck
[19] reuben_wu
[19] mattmedved
[16] ness_graphics

Top Words in Tweet in G7:
[95] krugman
[92] paul
[73] brian_riedl
[72] blaming
[72] republican
[72] tax
[72] cuts
[72] racist
[72] buffalo
[72] shooting

Top Words in Tweet in G8:
[74] krugman
[24] modeledbehavior
[18] bad
[14] thread
[13] policy
[12] being
[12] ignoring
[11] economics
[11] paul
[10] monetaristmaia

Top Words in Tweet in G9:
[55] krugman
[21] paul
[13] bobmurphyecon
[10] doombergt
[9] menlobear
[9] internet
[8] think
[8] still
[8] biancoresearch
[8] public

Top Words in Tweet in G10:
[75] krugman
[55] dehnts
[55] paul
[44] unemployment
[41] inflation
[39] think
[38] keynesians
[38] increase
[37] fight
[37] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1634] paul,krugman
[201] bryanbrinkman,dave_krugman
[164] economist,paul
[143] krugman,explains
[117] dave_krugman,allships
[115] mindset,overtaken
[113] overtaken,gop
[108] maga,paranoid
[108] paranoid,mindset
[106] explains,maga

Top Word Pairs in Tweet in G1:
[196] bryanbrinkman,dave_krugman
[117] dave_krugman,allships
[81] allships,robertaspizza
[75] robertaspizza,olliechanin
[69] dave_krugman,congrats
[53] allships,blazebenbrooks
[51] blazebenbrooks,wcj111
[47] dave_krugman,gm
[39] congrats,bryan
[37] olliechanin,maachewbentley

Top Word Pairs in Tweet in G2:
[305] paul,krugman
[59] economist,paul
[51] krugman,explains
[43] mindset,overtaken
[42] explains,maga
[42] maga,paranoid
[42] paranoid,mindset
[42] overtaken,gop
[25] krugman,nyt
[23] mocks,institutions

Top Word Pairs in Tweet in G3:
[75] paul,krugman
[22] clintballinger,wbmosler
[21] paulkrugman,krugman
[21] dead,wrong
[21] wrong,inflation
[19] ny,times
[18] wbmosler,paul
[18] krugman,today's
[18] today's,ny
[18] times,paulkrugman

Top Word Pairs in Tweet in G4:
[106] paul,krugman
[46] knows,finance
[46] custodian,mechanism
[45] nice,article
[45] article,15
[45] 15,months
[45] months,late
[45] late,paul
[45] krugman,knows
[45] finance,understands

Top Word Pairs in Tweet in G5:
[47] paul,krugman
[31] price,gouging
[26] over,top
[25] great,thread
[25] thread,krugman
[25] krugman,over
[25] top,downright
[25] downright,nasty
[25] nasty,backlash
[25] backlash,warren

Top Word Pairs in Tweet in G6:
[19] dave_krugman,oveck
[17] trshboyoli,dave_krugman
[16] ness_graphics,mattmedved
[15] dave_krugman,superrare
[15] superrare,xsullo
[15] reuben_wu,ness_graphics
[14] mexico,city
[14] city,based
[14] based,artist
[14] artist,moxarra

Top Word Pairs in Tweet in G7:
[85] paul,krugman
[72] krugman,blaming
[72] blaming,republican
[72] republican,tax
[72] tax,cuts
[72] cuts,racist
[72] racist,buffalo
[72] buffalo,shooting
[72] shooting,brand
[72] brand,move

Top Word Pairs in Tweet in G8:
[11] paul,krugman
[10] great,thread
[10] thread,jason
[10] jason,krugman
[10] krugman,extends
[10] extends,unreasonably
[10] unreasonably,charitable
[10] charitable,readings
[10] readings,friends
[10] friends,ignoring

Top Word Pairs in Tweet in G9:
[20] paul,krugman
[8] menlobear,doombergt
[7] biancoresearch,menlobear
[7] fax,machine
[6] doombergt,recall
[6] recall,1998
[6] 1998,paul
[6] krugman,internet
[6] internet,same
[6] same,utility

Top Word Pairs in Tweet in G10:
[55] paul,krugman
[37] keynesians,paul
[37] krugman,increase
[37] increase,unemployment
[37] unemployment,fight
[37] fight,inflation
[37] inflation,see
[37] see,below
[37] below,mmters
[37] mmters,think

Top Replied-To
Top Replied-To in Entire Graph:
@dave_krugman
@bryanbrinkman
@paulkrugman
@redbeardnft
@adisaolashile
@d_krugman
@crampell
@superrare
@goku_nft
@blissphish

Top Replied-To in G1:
@dave_krugman
@bryanbrinkman
@redbeardnft
@goku_nft
@blissphish
@kamawanshu
@monaris
@efdotstudio
@rogerdickerman
@unclejut

Top Replied-To in G3:
@paulkrugman
@nytopinion
@junkscience
@hannahdcox
@jerrbearr
@matthewstoller
@adamdell
@doctorvive
@george_barker10
@selekedim

Top Replied-To in G4:
@nntaleb
@slavanj
@nytimes
@oxanashevel
@davidmwessel
@rosepet19239091
@macgregorjeff
@aquarius1842
@cosmopocon
@soledadobrien

Top Replied-To in G5:
@crampell
@paulkrugman
@mattyglesias
@raguileramx
@ddayen
@prchovanec
@owenslindsay1
@ryangrim
@bartonmarks
@modeledbehavior

Top Replied-To in G6:
@dave_krugman
@superrare
@vinnythesnail
@cafromthesky
@bryanbrinkman
@fco_rmz
@oveck
@moxarra
@geekape
@zenshyx

Top Replied-To in G7:
@brian_riedl
@senderowiczj
@rick_immel

Top Replied-To in G8:
@monetaristmaia
@modeledbehavior
@jamessurowiecki
@jmwooldridge
@marcgoldwein
@hannolustig
@gabeecon
@sciarochuro
@raghav50k
@petersgoodman

Top Replied-To in G9:
@scientificecon
@grahamwjenkins
@bobmurphyecon
@menlobear
@biancoresearch
@manchaary12
@lionblogosphere
@ladeirojoao
@doombergt
@wwwojtekk

Top Replied-To in G10:
@dehnts
@theissler
@owenslindsay1
@halsinger
@georgeselgin
@karlostentador

Top Mentioned
Top Mentioned in Entire Graph:
@dave_krugman
@allships
@paulkrugman
@robertaspizza
@olliechanin
@brian_riedl
@maachewbentley
@efdotstudio
@nntaleb
@nytimes

Top Mentioned in G1:
@dave_krugman
@allships
@robertaspizza
@olliechanin
@maachewbentley
@efdotstudio
@blazebenbrooks
@wcj111
@artonblockchain
@bryanbrinkman

Top Mentioned in G2:
@redkahina
@trueblueliberal
@moalsinc
@kentheroux
@umarkhalifa19
@tashirokouji
@gecko39
@thenativenewsin
@so10961305
@plusinfomk

Top Mentioned in G3:
@paulkrugman
@wbmosler
@clintballinger
@doctorvive
@nytopinion
@elonmusk
@newsbusters
@themrc
@bostonglobe
@cnn

Top Mentioned in G4:
@nytimes
@nntaleb
@sltrib
@paulkrugman
@mcs_be_frontin
@sanjeevsanyal
@ansisegle
@guntarsv
@dexter66756342

Top Mentioned in G5:
@owenslindsay1
@jeffbezos
@crampell
@veritas1012
@ddayen
@midwestdeplore
@prchovanec
@benspielberg
@davidsirota
@paulkrugman

Top Mentioned in G6:
@dave_krugman
@moxarra
@superrare
@trshboyoli
@oveck
@reuben_wu
@mattmedved
@ness_graphics
@xsullo
@vinnythesnail

Top Mentioned in G7:
@brian_riedl
@senderowiczj
@modeledbehavior
@neocentrist
@joshuaprichards
@nntaleb
@awstar11
@varadmehta

Top Mentioned in G8:
@modeledbehavior
@conlon_chris
@caelestisens
@jmwooldridge
@monetaristmaia
@hannolustig
@paulkrugman
@sciarochuro
@atabarrok
@carlolcordasco

Top Mentioned in G9:
@bobmurphyecon
@doombergt
@menlobear
@biancoresearch
@k_niemietz
@paulkrugman
@ronpaul
@peterschiff
@dimartinobooth
@lennar

Top Mentioned in G10:
@dehnts
@georgeselgin
@halsinger
@tilojung
@mauricehoefgen
@owenslindsay1
@dandolfa
@jorge_econopata
@karlostentador
@maxjerneck

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@remindme_ofthis
@dhruvbhim
@gojira007x
@gottalaff
@natioscourge
@dgendvil
@madanabhat
@jewelrymandave
@bluradioco

Top Tweeters in G1:
@erinescence
@tonipayne
@mercedesamgf1
@cybercodetwins
@j_able
@nftfreaks
@lukesbeard
@bitcoinpalmer
@coindesk
@fewocious

Top Tweeters in G2:
@jornalistavitor
@hwdrepublican
@bmangh
@deansherrys
@webnowcompany
@bamaperry
@noticiaaominuto
@redot2005
@beatricelacy
@nadiasindi

Top Tweeters in G3:
@bostonglobe
@latimes
@washingtonpost
@elpaisuy
@cnn
@goprapebuster
@insonifier
@suelouises
@pcribbett
@jeannefisher17

Top Tweeters in G4:
@ansisegle
@nytimes
@dbchirpy
@apuntes_
@sponson
@fbonacci
@vinnehvincent
@slavanj
@abebut
@1dittlinger

Top Tweeters in G5:
@eilonwy24
@littlebirdsteph
@prchovanec
@kleegrubaugh
@dandrezner
@carydier
@naijaflyingdr
@janecoaston
@paulhrosenberg
@tabletalk101tv

Top Tweeters in G6:
@rheaplex
@zigmarillion
@darkmarknft
@midwitmilhouse
@bitcoinbez
@multiplatinumhd
@fideleverywhere
@trevorjonesart
@nathanabauman
@stvccs

Top Tweeters in G7:
@purpledalmation
@varadmehta
@nofixedabode
@baseballcrank
@mpburmeister
@govtstheproblem
@tkdylan
@thefactualprep
@lmst1383
@awstar11

Top Tweeters in G8:
@jamierjn
@willcollier
@michael91693258
@johnnydocontra
@nominalthoughts
@modeledbehavior
@packerpoppa
@buffyinnyc
@_credible_hulk
@asymmetricinfo

Top Tweeters in G9:
@chasrmartin
@sharon_kuruvila
@antisoc_bfly
@dimartinobooth
@k_niemietz
@doge4faithful
@oliverstein15
@besttrousers
@jimiuorio
@alessiourban

Top Tweeters in G10:
@cynicalvision50
@netbacker
@50linesonly
@precariousmind
@teriac
@lawprofblawg
@roytindle
@picss3o
@luis261977
@tilojung