krugman, Twitter, 3/17/2022 3:24:33 PM, 273109


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krugman_2022-03-17_07-25-29.xlsx
krugman_2022-03-17_07-25-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2022
Short Description:
krugman via NodeXL https://bit.ly/3Ix0reF
@olex_scherba
@paulkrugman
@andeelunae
@tedcruz
@realtuckfrumper
@nytimes
@dave_krugman
@notdansnyder1
@ken53492
@wordsofpower

Top hashtags:
#sxsw
#zitat
#smartnews
#china
#krugman
#russia
#ukraine
#nftcommunity
#tpp11mv
#nft

Description:
Description
The graph represents a network of 7,604 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, 17 March 2022 at 14:30 UTC.

The requested start date was Thursday, 17 March 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 10-day, 19-hour, 18-minute period from Sunday, 06 March 2022 at 03:40 UTC to Wednesday, 16 March 2022 at 22:58 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 : 7604
Unique Edges : 5267
Edges With Duplicates : 12647
Total Edges : 17914
Number of Edge Types : 5
Replies to : 1581
Mentions : 4872
Tweet : 948
Retweet : 4811
MentionsInRetweet : 5702
Self-Loops : 982
Reciprocated Vertex Pair Ratio : 0.0457656553274083
Reciprocated Edge Ratio : 0.0875256422780111
Connected Components : 988
Single-Vertex Connected Components : 482
Maximum Vertices in a Connected Component : 3321
Maximum Edges in a Connected Component : 7258
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.505585
Graph Density : 0.000177070251692641
Modularity : 0.510374
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,604 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, 17 March 2022 at 14:30 UTC.

The requested start date was Thursday, 17 March 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 10-day, 19-hour, 18-minute period from Sunday, 06 March 2022 at 03:40 UTC to Wednesday, 16 March 2022 at 22:58 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:
[206] https://www.rawstory.com/biden-economy-2656961760/
[56] https://www.rawstory.com/russia-sanctions-2656873888/
[38] https://www.eleconomista.es/economia/noticias/11651645/03/22/Krugman-La-economia-rusa-se-encamina-a-una-caida-como-la-Gran-Depresion.html
[36] https://www.alternet.org/2022/03/paul-krugman-ted-cruzs-dumbed-down-comments-on-russias-military-show-how-little-he-understands-war-s-technical-realities/
[24] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/
[23] https://www.rawstory.com/russia-sanctions-2656873888/?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.nytimes.com/2022/03/07/opinion/china-russia-sanctions-economy.html
[20] https://www.infobae.com/america/the-new-york-times/2022/03/08/por-que-china-no-puede-rescatar-la-economia-de-putin/?utm_medium=Echobox&utm_source=Twitter#Echobox=1646737196
[18] http://annotations.blog.free.fr/index.php?post/2022/03/12/choc-Poutine
[16] https://www.youtube.com/watch?v=MJWi8VUHUzk


Top URLs in Tweet in G1:
[3] https://www.rawstory.com/biden-economy-2656961760/
[1] https://www.nytimes.com/2022/03/15/opinion/germany-russia-ukraine-gas.html?referringSource=articleShare
[1] https://www.nytimes.com/2022/03/04/opinion/russia-ukraine-sanctions-economy.html
[1] https://twitter.com/bokarmic/status/1500478873393369096

Top URLs in Tweet in G2:
[8] https://opensea.io/collection/drive-dave-krugman
[5] https://twitter.com/i/spaces/1yNGaYdWmBjGj
[5] https://superrare.com/0x4592fdca89c5ea194f548e6ee688156c29db01a4/$whackdonald's-2
[4] https://twitter.com/i/spaces/1BdGYwPNNgZxX
[4] https://niftygateway.com/marketplace/item/0x185907e3f16f0c3ae82bd5a49ec436011a4852c4/28
[3] https://niftygateway.com/itemdetail/primary/0xea0349dea10fd6d9584464251f8ccaa0468056bf/1
[2] https://twitter.com/i/spaces/1lPKqmRXLaeKb
[2] https://niftygateway.com/collections/dave-krugman
[2] https://twitter.com/nftnow/status/1501251723007987714
[2] https://twitter.com/dave_krugman/status/1503758009738137600

Top URLs in Tweet in G4:
[67] https://www.rawstory.com/biden-economy-2656961760/
[37] https://www.rawstory.com/russia-sanctions-2656873888/
[22] https://www.alternet.org/2022/03/paul-krugman-ted-cruzs-dumbed-down-comments-on-russias-military-show-how-little-he-understands-war-s-technical-realities/
[11] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/
[10] https://www.eleconomista.es/economia/noticias/11651645/03/22/Krugman-La-economia-rusa-se-encamina-a-una-caida-como-la-Gran-Depresion.html
[9] https://www.nytimes.com/2022/03/07/opinion/china-russia-sanctions-economy.html
[9] https://www.alternet.org/
[7] https://www.nytimes.com/2022/03/10/opinion/putin-ukraine-russia-usa.html?partner=IFTTT
[7] https://www.nytimes.com/2011/01/16/magazine/16Europe-t.html
[6] https://www.estadao.com.br/internacional/direita-dos-eua-tem-um-problema-com-putin-leia-a-analise-de-paul-krugman/

Top URLs in Tweet in G5:
[7] https://www.spiegel.de/wirtschaft/paul-krugman-ueber-russland-sanktionen-putin-kann-nicht-ewig-im-amt-bleiben-a-8435a852-39c1-4e49-8fa4-06d39119871a
[6] https://messaging-custom-newsletters.nytimes.com/template/oakv2?campaign_id=116&emc=edit_pk_20220315&instance_id=55836&nl=paul-krugman&productCode=PK®i_id=87769494&segment_id=85623&te=1&uri=nyt%3A%2F%2Fnewsletter%2Fa0b82a20-6462-5bf7-a9d1-e3550f0e1283&user_id=745f5eb524c4a5565b3450e11532475b
[3] https://www.nytimes.com/2022/03/10/opinion/putin-ukraine-russia-usa.html?referringSource=articleShare
[3] https://leaders.economicblogs.org/krugman/2022/krugman-america-putin-problem/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://leaders.economicblogs.org/krugman/2022/krugman-america-peculiar-economic-funk/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.eleconomista.es/economia/noticias/11651645/03/22/Krugman-La-economia-rusa-se-encamina-a-una-caida-como-la-Gran-Depresion.html
[2] https://messaging-custom-newsletters.nytimes.com/template/oakv2?productCode=PK&te=1&nl=paul-krugman&emc=edit_pk_20220311&uri=nyt://newsletter/50162282-ff10-518d-b4f8-2e969eb27054
[2] https://www.nytimes.com/2022/03/15/opinion/germany-russia-ukraine-gas.html
[2] https://leaders.economicblogs.org/krugman/2022/krugman-putin-economic-miscalculation-ukraine/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://leaders.economicblogs.org/krugman/2022/krugman-china-bail-out-putin-economy/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G6:
[10] https://www.rawstory.com/biden-economy-2656961760/
[3] https://www.nytimes.com/2022/03/11/opinion/gas-oil-price-us-biden.html?smid=tw-share
[2] https://www.alternet.org/2022/03/paul-krugman-ted-cruzs-dumbed-down-comments-on-russias-military-show-how-little-he-understands-war-s-technical-realities/
[1] https://twitter.com/cortessteve/status/1504088351380590600
[1] https://twitter.com/paulkrugman/status/1500469360670003202
[1] https://www.nytimes.com/2022/03/11/opinion/gas-oil-price-us-biden.html?action=click&block=associated_collection_recirc&impression_id=9cd331f1-a3fe-11ec-867e-093954721cb9&index=1&pgtype=Article®ion=footer
[1] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/
[1] https://www.nytimes.com/2022/03/14/opinion/biden-putin-gas-prices-inflation.html
[1] https://twitter.com/mmpadellan/status/1502404029757984785
[1] https://www.nytimes.com/2022/03/11/opinion/gas-oil-price-us-biden.html?referringSource=articleShare

Top URLs in Tweet in G7:
[1] https://twitter.com/mattmedved/status/1500311949665570818
[1] https://opensea.io/TheSmarmyVault
[1] https://twitter.com/NftAfrik/status/1500483728958803972?t=-32bMYcmGoyjG4yvvdFhjA&s=19
[1] https://twitter.com/glebiusf/status/1499418194108366859?s=21
[1] https://foundation.app/collection/ghosties

Top URLs in Tweet in G8:
[17] https://www.rawstory.com/russia-sanctions-2656873888/?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.rawstory.com/biden-economy-2656961760/
[1] https://www.alternet.org/2022/03/paul-krugman-and-leading-ukrainian-economists-weigh-the-russia-invasions-economic-impact/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rawstory.com/conquest-doesnt-pay-economist-paul-krugman-explains-why-imperialism-will-scar-russias-economy/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.alternet.org/2022/03/paul-krugman-ted-cruzs-dumbed-down-comments-on-russias-military-show-how-little-he-understands-war-s-technical-realities/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rawstory.com/biden-economy-2656961760/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rawstory.com/russia-sanctions-2656873888/
[1] https://www.alternet.org/2022/03/paul-krugman-ted-cruzs-dumbed-down-comments-on-russias-military-show-how-little-he-understands-war-s-technical-realities/

Top URLs in Tweet in G9:
[50] https://www.rawstory.com/biden-economy-2656961760/
[10] http://crooksandliars.com/2014/10/krugman-obama-one-most-successful
[7] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/?utm_campaign=RebelMouse&share_id=6947635&utm_medium=social&utm_source=twitter&utm_content=AlterNet
[3] https://www.rawstory.com/russia-sanctions-2656873888/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/
[3] https://www.alternet.org/2022/03/paul-krugman-even-china-cant-rescue-russias-battered-economy/?utm_source=&utm_medium=email&utm_campaign=9987&recip_id=107787&list_id=2
[2] https://www.rawstory.com/russia-sanctions-2656873888/
[1] https://www.alternet.org/2022/03/paul-krugman-and-leading-ukrainian-economists-weigh-the-russia-invasions-economic-impact/?utm_campaign=RebelMouse&share_id=6961345&utm_medium=social&utm_source=twitter&utm_content=AlterNet
[1] https://www.alternet.org/2022/03/paul-krugman-ted-cruzs-dumbed-down-comments-on-russias-military-show-how-little-he-understands-war-s-technical-realities/?utm_campaign=RebelMouse&share_id=6945682&utm_medium=social&utm_source=twitter&utm_content=AlterNet
[1] https://www.rawstory.com/biden-economy-2656961760/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[1] https://web.archive.org/web/19980610100009/http://www.redherring.com/mag/issue55/economics.html

Top Domains
Top Domains in Tweet in Entire Graph:
[299] rawstory.com
[221] nytimes.com
[211] twitter.com
[113] alternet.org
[83] infobae.com
[56] com.br
[42] eleconomista.es
[22] youtube.com
[19] spiegel.de
[18] free.fr

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

Top Domains in Tweet in G2:
[56] twitter.com
[16] opensea.io
[10] niftygateway.com
[5] superrare.com
[4] thesharkmob.com
[2] discord.com
[2] rarible.com
[2] badboybillionairesshop.com
[1] allships.co
[1] foundation.app

Top Domains in Tweet in G4:
[107] rawstory.com
[92] nytimes.com
[79] twitter.com
[48] alternet.org
[18] com.br
[11] eleconomista.es
[10] spiegel.de
[9] cloudsite.builders
[7] geniouxfacts.com
[6] blogspot.com

Top Domains in Tweet in G5:
[23] nytimes.com
[17] economicblogs.org
[8] twitter.com
[7] spiegel.de
[4] washingtonexaminer.com
[3] eleconomista.es
[2] foxnews.com
[1] alternet.org
[1] trib.al
[1] theguardian.com

Top Domains in Tweet in G6:
[10] rawstory.com
[6] nytimes.com
[5] alternet.org
[3] twitter.com
[1] berkshireeagle.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] opensea.io
[1] foundation.app

Top Domains in Tweet in G8:
[25] rawstory.com
[15] alternet.org

Top Domains in Tweet in G9:
[56] rawstory.com
[16] alternet.org
[10] crooksandliars.com
[2] post-gazette.com

Top Domains in Tweet in G10:
[1] archive.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] sxsw
[19] zitat
[14] smartnews
[13] china
[12] krugman
[11] russia
[10] ukraine
[9] nftcommunity
[8] tpp11mv
[7] nft



Top Hashtags in Tweet in G1:
[1] ukraine

Top Hashtags in Tweet in G2:
[29] sxsw
[9] nftcommunity
[6] nftcollection
[6] nftphotography
[5] nfts
[5] maythecranesbewithyou
[5] timepieces
[5] nft
[4] photography
[4] niftygateway

Top Hashtags in Tweet in G4:
[8] china
[7] russia
[6] smartnews
[6] nyt
[4] krugman
[3] ukraine
[3] cancuncruz
[3] inflation
[2] russianukrainianwar
[2] putin

Top Hashtags in Tweet in G5:
[5] sanktionen
[5] russland
[4] ukraine
[3] friedman
[3] bitcoin
[1] mcdonalds
[1] sambee
[1] ritholtz
[1] krugman
[1] germany

Top Hashtags in Tweet in G6:
[2] maga
[2] smartnews
[1] goprussianassets
[1] biden
[1] gasprices

Top Hashtags in Tweet in G7:
[2] nft
[2] nfts

Top Hashtags in Tweet in G9:
[2] putinisawarcriminal
[2] politics
[2] trump
[2] corruption
[1] voteblue

Top Words
Top Words in Tweet in Entire Graph:
[5819] krugman
[4901] paul
[2741] putin
[2332] world
[2193] something
[2178] process
[2169] seems
[2161] remarkable
[2159] olex_scherba
[2159] reminding

Top Words in Tweet in G1:
[2141] krugman
[2138] paul
[2134] olex_scherba
[2132] process
[2130] putin
[2130] seems
[2130] achieving
[2130] something
[2130] remarkable
[2130] reminding

Top Words in Tweet in G2:
[785] dave_krugman
[118] superrare
[107] dosbrak
[105] timepieces
[103] allshipsco
[100] thanks
[95] 33nft
[80] farokh
[79] octavioirving2
[76] love

Top Words in Tweet in G3:
[591] krugman
[590] toni_cusco
[590] llegeixo
[590] article
[590] paul
[590] premi
[590] nobel
[590] economia
[590] diu
[590] cosa

Top Words in Tweet in G4:
[513] krugman
[360] paul
[123] economy
[107] putin
[97] china
[94] biden
[88] comments
[69] schools
[69] kevin
[69] mccarthy

Top Words in Tweet in G5:
[289] krugman
[185] paulkrugman
[178] nasty
[155] paul
[143] nytimes
[128] economy
[101] world
[99] russian
[92] probably
[90] opinion

Top Words in Tweet in G6:
[265] krugman
[240] tedcruz
[240] paul
[202] see
[201] inflation
[200] partisan
[199] vapid
[199] hack
[198] problem
[198] sad

Top Words in Tweet in G7:
[128] dave_krugman
[72] fvckrender
[66] ness_graphics
[66] jnsilva_
[62] 7surfer7silver7
[57] trevorjonesart
[53] sixnfive
[52] reisingerandres
[42] mad_dog_jones
[42] pussyrrriot

Top Words in Tweet in G8:
[109] paul
[109] krugman
[96] realtuckfrumper
[67] comments
[61] economy
[47] schools
[47] kevin
[47] mccarthy
[47] 'transparently
[47] dishonest'

Top Words in Tweet in G9:
[90] krugman
[89] paul
[66] economy
[63] comments
[56] schools
[56] kevin
[56] mccarthy
[56] 'transparently
[56] dishonest'
[56] biden

Top Words in Tweet in G10:
[147] internet
[77] krugman
[75] thecaptain_nemo
[73] paul
[73] 1998
[73] 2005
[73] become
[73] clear
[73] impact
[73] economy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4637] paul,krugman
[2176] krugman,putin
[2158] process,achieving
[2158] achieving,something
[2158] something,remarkable
[2158] remarkable,reminding
[2158] reminding,world
[2158] world,democracies
[2157] putin,seems
[2157] seems,process

Top Word Pairs in Tweet in G1:
[2138] paul,krugman
[2130] krugman,putin
[2130] putin,seems
[2130] seems,process
[2130] process,achieving
[2130] achieving,something
[2130] something,remarkable
[2130] remarkable,reminding
[2130] reminding,world
[2130] world,democracies

Top Word Pairs in Tweet in G2:
[62] 33nft,superrare
[50] octavioirving2,cuban
[45] dosbrak,33nft
[43] dave_krugman,dosbrak
[43] support,allshipsco
[40] cuban,community
[40] community,growing
[40] growing,last
[40] last,month
[40] month,onboard

Top Word Pairs in Tweet in G3:
[590] llegeixo,article
[590] article,paul
[590] paul,krugman
[590] krugman,premi
[590] premi,nobel
[590] nobel,economia
[590] economia,diu
[590] diu,cosa
[590] cosa,jo
[590] jo,havia

Top Word Pairs in Tweet in G4:
[351] paul,krugman
[69] krugman,schools
[69] schools,kevin
[69] kevin,mccarthy
[68] mccarthy,'transparently
[68] 'transparently,dishonest'
[68] dishonest',comments
[68] comments,biden
[68] biden,economy
[53] china,bail

Top Word Pairs in Tweet in G5:
[151] paul,krugman
[91] world,economy
[89] opinion,russian
[89] russian,shock
[89] shock,world
[89] economy,nasty
[89] nasty,probably
[89] probably,nasty
[89] nasty,paul
[89] krugman,writes

Top Word Pairs in Tweet in G6:
[200] tedcruz,paul
[199] vapid,partisan
[199] partisan,hack
[198] paul,inflation
[198] inflation,problem
[198] problem,krugman
[198] krugman,sad
[198] sad,see
[198] see,former
[198] former,princeton

Top Word Pairs in Tweet in G7:
[64] jnsilva_,dave_krugman
[61] fvckrender,jnsilva_
[60] ness_graphics,fvckrender
[41] mad_dog_jones,justinmaller
[41] sixnfive,pussyrrriot
[41] shl0ms,trevorjonesart
[40] dave_krugman,mad_dog_jones
[40] justinmaller,nahiiko
[40] nahiiko,reisingerandres
[40] reisingerandres,sixnfive

Top Word Pairs in Tweet in G8:
[109] paul,krugman
[87] realtuckfrumper,paul
[47] krugman,schools
[47] schools,kevin
[47] kevin,mccarthy
[47] mccarthy,'transparently
[47] 'transparently,dishonest'
[47] dishonest',comments
[47] comments,biden
[47] biden,economy

Top Word Pairs in Tweet in G9:
[89] paul,krugman
[56] krugman,schools
[56] schools,kevin
[56] kevin,mccarthy
[56] mccarthy,'transparently
[56] 'transparently,dishonest'
[56] dishonest',comments
[56] comments,biden
[56] biden,economy
[48] rawstory,paul

Top Word Pairs in Tweet in G10:
[73] paul,krugman
[73] krugman,internet
[73] internet,1998
[73] 1998,2005
[73] 2005,become
[73] become,clear
[73] clear,internet
[73] internet,impact
[73] impact,economy
[72] thecaptain_nemo,paul

Top Replied-To
Top Replied-To in Entire Graph:
@dave_krugman
@paulkrugman
@7surfer7silver7
@monaris
@redbeardnft
@tedcruz
@zanzibarventurz
@octavioirving2
@nytopinion
@nytimes

Top Replied-To in G1:
@olex_scherba
@cbueltemann
@kisselivladimir
@joncoopertweets

Top Replied-To in G2:
@dave_krugman
@monaris
@redbeardnft
@zanzibarventurz
@octavioirving2
@lostininfin1ty
@itsparrott
@jerm_cohen
@financenewsguy
@ownyourdatanow

Top Replied-To in G3:
@toni_cusco

Top Replied-To in G5:
@paulkrugman
@nytopinion
@nytimes
@fareedzakaria
@expectativas01
@biannagolodryga
@ryanstrug
@cjaurelius
@iollmann
@libertariocuba2

Top Replied-To in G6:
@tedcruz
@gopleader
@lnfan_
@foxnews
@newsmax
@brooooo
@alxblzs
@uaintworkin
@cbottoms_up
@gop

Top Replied-To in G7:
@7surfer7silver7
@dave_krugman
@eferrariph
@doublekoek
@p3_nft
@fvckrender
@bryanbrinkman
@ianconnors13
@hexeract01
@ashthorp1

Top Replied-To in G8:
@realtuckfrumper

Top Replied-To in G9:
@gopleader
@rawstory

Top Replied-To in G10:
@realbensobel
@thecaptain_nemo

Top Mentioned
Top Mentioned in Entire Graph:
@olex_scherba
@toni_cusco
@dave_krugman
@tedcruz
@paulkrugman
@nytimes
@superrare
@allshipsco
@dosbrak
@realtuckfrumper

Top Mentioned in G1:
@olex_scherba
@lynnurban9
@lbevans55
@eric_hontz
@mattkahn1966

Top Mentioned in G2:
@dave_krugman
@superrare
@allshipsco
@dosbrak
@33nft
@timepieces
@farokh
@rugradio
@ed_balloon
@octavioirving2

Top Mentioned in G3:
@toni_cusco

Top Mentioned in G4:
@kentheroux
@cadwego
@oskywosky
@cholericcleric
@bamicke
@10wallstreet
@amsterdam_bill
@tashirokouji
@tmcapital1001
@judy53350459

Top Mentioned in G5:
@paulkrugman
@nytimes
@lugaricano
@fareedzakaria
@andreasloeschel
@nytopinion
@rhallnj
@igorsushko
@karaswisher
@caseynewton

Top Mentioned in G6:
@tedcruz
@gopleader
@stephenglahn
@sentedcruz
@paulkrugman
@jim_jordan
@trueblueliberal
@jayblackisfunny
@gopchairwoman
@leadermcconnell

Top Mentioned in G7:
@dave_krugman
@fvckrender
@jnsilva_
@ness_graphics
@trevorjonesart
@sixnfive
@reisingerandres
@mad_dog_jones
@pussyrrriot
@shl0ms

Top Mentioned in G8:
@realtuckfrumper
@thomaskaine5
@olex_scherba
@paulkrugman
@sandismithusa

Top Mentioned in G9:
@rawstory
@rjoseph7777
@alternet
@thejoshuablog
@bynsny
@pittsburghpg
@1983resist
@mysstyblue
@realtuckfrumper

Top Mentioned in G10:
@thecaptain_nemo

Top Tweeters
Top Tweeters in Entire Graph:
@rojname_com
@jornalistavitor
@myfavoritescene
@recitesocial
@federicoalves
@raymond_norman
@7b73f39b85e1415
@diraholanda
@rjber15
@bankingnewsgr

Top Tweeters in G1:
@7b73f39b85e1415
@dondekojo
@willseattle
@qbankendy
@samhainnight
@sylviaz1913
@annoula64
@briangrnotabot
@tinamorphis
@squirrel1110

Top Tweeters in G2:
@rtitbot
@sensimilliea
@garyvee
@shotsbyseah
@ang_ramm
@tonipayne
@cryptomonarch_
@dc_assemblers
@izzyalright
@mesutnft

Top Tweeters in G3:
@cota3143
@francesc130
@isaac__am
@manu_k_tala
@salvad_m
@cuberoluis
@espinosergioglz
@monterhusmore
@vicky68_
@noemirosvalenc2

Top Tweeters in G4:
@rojname_com
@raymond_norman
@britpoptarts
@sddphoto
@vonivar
@rojname_haber
@randlight
@bmangh
@gregmroscoe
@joanpennnative

Top Tweeters in G5:
@httweets
@timesnow
@timesofindia
@guardian
@fwwinterberg
@antipandemonium
@globeandmail
@oasisjo1009
@bostonglobe
@nytimes

Top Tweeters in G6:
@debrammason1
@navroopsingh_
@mikedesai
@mtrushmore2016
@tamzilla_52
@all100senators
@gadflyquebec
@foxnews
@mlas
@commonsense258

Top Tweeters in G7:
@stellabelle
@bosslogic
@paperbuddha
@kidmograph
@trevorjonesart
@etienecrauss
@onurollstyle
@bryanbrinkman
@censoreduser17
@carlosmarcialt

Top Tweeters in G8:
@phillip92321
@reneevoicebrand
@tottenbill
@johnapp63499667
@mikereesem
@belladonamodels
@reggiebub
@realtuckfrumper
@textifyer59
@hydeblizzardbox

Top Tweeters in G9:
@rjber15
@miguelhilargiak
@morgfair
@pas5974
@thejoshuablog
@janattheocean
@laura78703
@iamjoetrudeau
@alwaysthinkhow
@suzanneinlgb

Top Tweeters in G10:
@mogulazam
@aranhajerusalem
@crodas
@itscarlah_
@creepyrichard
@johnnydocontra
@mariliamoscou
@stephenpiment
@bicicreta
@anticitizen_two


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