krugman, Twitter, 1/13/2022 6:42:12 PM, 269946


FAQ | Problem?

krugman_2022-01-13_07-25-29.xlsx
krugman_2022-01-13_07-25-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2022
Short Description:
krugman via NodeXL https://bit.ly/321gJgA
@paulkrugman
@dave_krugman
@elonmusk
@petertobias8
@navtown
@agldnft
@stephaniekelton
@lrazz31
@nftyale
@pcgamer80795225

Top hashtags:
#photography
#bitcoin
#crypto
#krugman
#btc
#nft
#nftphotography
#castlevania
#nfts

Description:
Description
The graph represents a network of 6,743 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, 13 January 2022 at 15:35 UTC.

The requested start date was Thursday, 13 January 2022 at 01:01 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 12-day, 6-hour, 23-minute period from Friday, 31 December 2021 at 16:35 UTC to Wednesday, 12 January 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 : 6743
Unique Edges : 9191
Edges With Duplicates : 12725
Total Edges : 21916
Number of Edge Types : 5
Replies to : 3476
Mentions : 10695
Tweet : 983
Retweet : 2821
MentionsInRetweet : 3941
Self-Loops : 1021
Reciprocated Vertex Pair Ratio : 0.0969253044885444
Reciprocated Edge Ratio : 0.176721795170432
Connected Components : 1111
Single-Vertex Connected Components : 523
Maximum Vertices in a Connected Component : 3817
Maximum Edges in a Connected Component : 18231
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.688303
Graph Density : 0.000283295864839431
Modularity : 0.450849
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,743 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, 13 January 2022 at 15:35 UTC.

The requested start date was Thursday, 13 January 2022 at 01:01 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 12-day, 6-hour, 23-minute period from Friday, 31 December 2021 at 16:35 UTC to Wednesday, 12 January 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:
[56] https://www.rawstory.com/economist-paul-krugman-analyzes-the-bizarre-alliance-between-bitcoin-and-maga/
[49] https://twitter.com/paulkrugman/status/1477247341212184577
[41] https://twitter.com/paulkrugman/status/1477258696375816195
[33] https://www.nytimes.com/2022/01/10/opinion/crypto-cryptocurrency-money-conspiracy.html
[22] https://twitter.com/StephanieKelton/status/1476938880045797378
[22] https://republicannation.com/krugman-disagrees-with-new-inflation-fighting-idea-by-democrats/
[19] https://www.nytimes.com/2022/01/03/opinion/covid-vaccines-misinformation.html
[18] https://www.nytimes.com/2022/01/04/opinion/2021-economic-recovery.html
[18] https://u.today/nobel-laureate-paul-krugman-insists-that-bitcoin-has-almost-no-legitimate-uses
[17] https://twitter.com/dave_krugman/status/1480980229036417031

Top URLs in Tweet in G1:
[17] https://twitter.com/dave_krugman/status/1480980229036417031
[8] https://twitter.com/i/spaces/1rmxPgEaWbEJN
[8] https://twitter.com/dave_krugman/status/1478046050707513346
[5] https://twitter.com/i/spaces/1eaKbNwMvPYKX
[4] https://opensea.io/assets/0x4250a4c62b7c233f757f1b03081acda736be0bd1/11
[4] https://discord.com/invite/timepieces
[3] https://opensea.io/collection/drive-dave-krugman
[3] https://twitter.com/sleepingplanes/status/1479477174231089152
[3] https://twitter.com/dave_krugman/status/1479944949097537536
[3] https://twitter.com/dave_krugman/status/1477664568193204230

Top URLs in Tweet in G2:
[9] https://twitter.com/StephanieKelton/status/1476938880045797378
[7] https://www.elespectador.com/opinion/columnistas/paul-krugman/las-mentiras-virales-que-nos-siguen-matando/
[6] https://www.mercatus.org/bridge/podcasts/01032022/paul-krugman-year-inflation-infamy?utm_source=twitter&utm_medium=organic_link&utm_campaign=mm&utm_term=FY22&utm_content=link
[5] http://krugman.blogs.nytimes.com/2013/12/28/bitcoin-is-evil/?smid=tw-NytimesKrugman&seid=auto
[5] https://elamerican.com/krugman-unaware-inflation-hurts-the-poor/
[5] https://elamerican.com/krugman-desafia-historia-economia-inflacion/?lang=es
[4] https://twitter.com/paulkrugman/status/1477247341212184577
[4] https://www.businessinsider.com/paul-krugman-responds-to-internet-quote-2013-12
[3] https://www.nytimes.com/2022/01/10/opinion/crypto-cryptocurrency-money-conspiracy.html?referringSource=articleShare
[2] https://twitter.com/paulkrugman/status/1477704670512652292

Top URLs in Tweet in G3:
[21] https://twitter.com/paulkrugman/status/1477247341212184577
[19] https://twitter.com/paulkrugman/status/1477258696375816195
[17] https://www.rawstory.com/economist-paul-krugman-analyzes-the-bizarre-alliance-between-bitcoin-and-maga/
[15] https://u.today/nobel-laureate-paul-krugman-insists-that-bitcoin-has-almost-no-legitimate-uses
[10] https://www.nytimes.com/2022/01/03/opinion/covid-vaccines-misinformation.html
[9] https://twitter.com/paulkrugman/status/1477704155867545602
[8] https://twitter.com/paulkrugman/status/1476551183414312971
[8] https://twitter.com/StephanieKelton/status/1476938880045797378
[8] https://www.nytimes.com/2022/01/11/opinion/bitcoin-inflation-deficit-spending.html?partner=IFTTT
[7] https://www.elespectador.com/opinion/columnistas/paul-krugman/las-mentiras-virales-que-nos-siguen-matando/?utm_source=interno&utm_medium=boton&utm_campaign=share_notas&utm_content=boton_twitter_share_notas

Top URLs in Tweet in G4:
[14] https://twitter.com/paulkrugman/status/1477247341212184577
[4] https://twitter.com/paulkrugman/status/1477258696375816195
[1] https://polimath.substack.com/p/the-case-of-the-abandoned-metrics?r=u51n&utm_campaign=post&utm_medium=email
[1] https://www.tabletmag.com/sections/news/articles/paul-krugman-michael-lind
[1] https://twitter.com/FOS/status/1479112922534084611
[1] https://www.businessinsider.com/krugman-in-02-greenspan-needs-to-create-a-housing-bubble-2009-6
[1] https://www.wsj.com/articles/10-things-to-love-america-patriotism-liberty-immigrant-amjad-masad-tech-silicon-valley-woke-crt-11640902246?mod=opinion_featst_pos1
[1] https://utopiayouarestandinginit.com/2014/04/22/paul-krugman-tom-sargent-and-me/

Top URLs in Tweet in G5:
[2] https://twitter.com/jeremyward33/status/1478691497033617408
[2] https://www.nytimes.com/2016/04/01/opinion/learning-from-obama.html
[1] https://thehill.com/homenews/media/477482-paul-krugman-my-computer-was-hacked-to-download-child-pornography
[1] https://twitter.com/EclecticRadical/status/1478383591231008771?s=20

Top URLs in Tweet in G6:
[4] https://www.nytimes.com/2022/01/03/opinion/covid-vaccines-misinformation.html
[3] https://www.nytimes.com/2022/01/04/opinion/2021-economic-recovery.html
[1] https://www.nytimes.com/2022/01/03/opinion/covid-vaccines-misinformation.html?referringSource=articleShare
[1] https://www.realclearpolitics.com/2021/12/21/what_manchins_betrayal_costs_america_559234.html

Top URLs in Tweet in G7:
[1] https://opensea.io/collection/silence-in-silhouette
[1] https://opensea.io/assets/matic/0x2953399124f0cbb46d2cbacd8a89cf0599974963/62938390586419283774958719114308556902509122095817814782456851442115129901066
[1] https://twitter.com/RDToTheMoon/status/1476318096566726666
[1] https://opensea.io/Chaunce88

Top URLs in Tweet in G8:
[1] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/4316559304209611593173483264896187591856532978093410903713152726880470695986/
[1] https://opensea.io/collection/drive-dave-krugman
[1] https://qmall.io/register
[1] https://superrare.com/artwork-v2/canvas-of-life---blue-27242
[1] https://opensea.io/assets/0x34878e0960f02190f1eea39b1b99530db87b05d9/1
[1] https://twitter.com/hossein_hao/status/1480105929123274752?s=20
[1] https://twitter.com/FootBall_NFT7/status/1479171738822971392?s=20
[1] https://opensea.io/collection/theworldofthematrix

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=VgGFi9vtEK8

[1] https://twitter.com/paulkrugman/status/1477258696375816195
[1] https://twitter.com/dlacalle_ia/status/1480836926894714881
[1] https://polimath.substack.com/p/the-case-of-the-abandoned-metrics
[1] https://thehill.com/homenews/media/477482-paul-krugman-my-computer-was-hacked-to-download-child-pornography
[1] https://twitter.com/paulkrugman/status/1477247341212184577

Top URLs in Tweet in G10:
[1] https://slate.com/business/1997/03/in-praise-of-cheap-labor.amp
[1] https://people.uwec.edu/jamelsem/fte/fte/efl/teacher_stuff/articles/economists_agree.pdf
[1] https://www.igmchicago.org/surveys/free-trade/
[1] https://www.igmchicago.org/surveys/trade-deals/
[1] https://twitter.com/EliasHakansson/status/1477443002637369345
[1] https://twitter.com/mgaldino/status/1477623998188032002
[1] https://twitter.com/paulkrugman/status/1476551183414312971
[1] https://twitter.com/stupidwz/status/1476984393864396802
[1] https://twitter.com/paulkrugman/status/1246434343477809154
[1] https://twitter.com/paulkrugman/status/1477247341212184577

Top Domains
Top Domains in Tweet in Entire Graph:
[510] twitter.com
[192] nytimes.com
[69] rawstory.com
[32] opensea.io
[24] youtube.com
[23] republicannation.com
[19] u.today
[18] alternet.org
[15] mercatus.org
[15] twitchy.com

Top Domains in Tweet in G1:
[113] twitter.com
[23] opensea.io
[6] allships.co
[6] foundation.app
[5] discord.com
[3] t.me
[2] youtube.com
[2] privapp.network
[1] apple.com
[1] whitehotmagazine.com

Top Domains in Tweet in G2:
[47] twitter.com
[26] nytimes.com
[10] elamerican.com
[7] mercatus.org
[7] elespectador.com
[4] youtube.com
[4] businessinsider.com
[3] libsyn.com
[3] blogspot.com
[3] mit.edu

Top Domains in Tweet in G3:
[201] twitter.com
[73] nytimes.com
[17] rawstory.com
[16] u.today
[9] americanthinker.com
[8] com.br
[8] elespectador.com
[7] niftygateway.com
[7] alternet.org
[4] blogspot.com

Top Domains in Tweet in G4:
[19] twitter.com
[1] substack.com
[1] tabletmag.com
[1] businessinsider.com
[1] wsj.com
[1] utopiayouarestandinginit.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] nytimes.com
[1] thehill.com

Top Domains in Tweet in G6:
[8] nytimes.com
[1] realclearpolitics.com

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

Top Domains in Tweet in G8:
[4] opensea.io
[2] twitter.com
[1] qmall.io
[1] superrare.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] youtube.com
[1] substack.com
[1] thehill.com

Top Domains in Tweet in G10:
[6] twitter.com
[2] igmchicago.org
[1] slate.com
[1] uwec.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[93] photography
[58] bitcoin
[26] crypto
[15] krugman
[15] btc
[13] nft
[12] nftphotography
[12] castlevania
[10] nfts
[10] houseofmedici



Top Hashtags in Tweet in G1:
[92] photography
[10] nftphotography
[10] houseofmedici
[8] nft
[7] nfts
[6] nftcommunity
[5] fotofriday
[5] artisttalks
[5] cryptoart
[4] niftygateway

Top Hashtags in Tweet in G2:
[26] bitcoin
[20] crypto
[8] btc
[6] krugman
[5] galbraith
[2] economics
[2] failedscience
[2] fakescience
[2] economists
[2] stupidorcorruptorboth

Top Hashtags in Tweet in G3:
[20] bitcoin
[5] btc
[4] crypto
[3] cryptocurrency
[3] smartnews
[2] krugman
[2] blockchain
[2] paulkrugman
[1] mmt
[1] votebluenomatterwho

Top Hashtags in Tweet in G6:
[2] climatecrisis
[1] climateemergency

Top Hashtags in Tweet in G7:
[1] photography
[1] nftart
[1] nft
[1] nftartist
[1] art
[1] digitalart
[1] nftcommunity
[1] nfts
[1] cryptoart
[1] nftcollector

Top Hashtags in Tweet in G8:
[2] metaverse
[1] facts
[1] airdrop
[1] cryptocurrency
[1] giveaway
[1] gleam
[1] airdrops
[1] nftdrop
[1] matrix
[1] timessquare

Top Words
Top Words in Tweet in Entire Graph:
[3990] krugman
[2182] dave_krugman
[2179] paul
[486] timepieces
[433] krugman's
[365] internet
[331] olliechanin
[324] wtf
[319] right
[310] paulkrugman

Top Words in Tweet in G1:
[1667] dave_krugman
[482] timepieces
[313] olliechanin
[198] first
[197] jnsilva_
[191] driftershoots
[187] negativevibrat1
[180] love
[157] halecar2
[152] blockparty

Top Words in Tweet in G2:
[669] krugman
[288] paulkrugman
[273] stephaniekelton
[272] krugman's
[257] paul
[115] galbraith
[109] right
[106] policy
[106] weber
[103] tweets

Top Words in Tweet in G3:
[546] krugman
[276] paul
[78] bitcoin
[54] nobel
[40] economist
[32] price
[28] people
[27] good
[26] inflation
[25] between

Top Words in Tweet in G4:
[392] krugman
[231] paul
[136] lol
[107] neontaster
[107] rational
[106] forced
[106] grovel
[106] remotely
[106] take
[106] ages

Top Words in Tweet in G5:
[315] wtf
[219] krugman
[189] peterdaou
[182] paul
[158] york
[158] times
[10] jeremyward33
[9] tell
[8] stephaniekelton
[6] 2021

Top Words in Tweet in G6:
[214] krugman
[212] paul
[201] geraldkutney
[201] climate
[201] change
[149] evil
[148] confuse
[148] public
[147] tobacco
[147] companies

Top Words in Tweet in G7:
[146] dave_krugman
[91] deezefi
[79] ohhshiny
[76] ed_balloon
[76] farokh
[74] vieparlafoi
[74] mecdot
[73] lorigraceaz
[72] piovincenzo_
[71] allnick

Top Words in Tweet in G8:
[102] dave_krugman
[26] toomuchlag
[25] mattmedved
[23] garyvee
[23] beeple
[23] nft_nyc
[22] imbrendannorth
[22] blakekathryn
[22] seedphrase
[21] ronenv

Top Words in Tweet in G9:
[93] paul
[83] newmanj_r
[81] krugman's
[80] know
[79] send
[78] anybody
[78] fax
[78] number
[78] memes
[78] internet

Top Words in Tweet in G10:
[167] krugman
[82] paul
[54] rarer
[44] neocentrist
[43] theomnizaddy
[38] nothing
[38] wrong
[29] well
[29] nineties
[27] 2022

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1987] paul,krugman
[212] climate,change
[200] geraldkutney,paul
[183] york,times
[158] wtf,paul
[158] krugman,wtf
[158] wtf,york
[157] peterdaou,wtf
[148] confuse,public
[147] krugman,tobacco

Top Word Pairs in Tweet in G1:
[99] timepieces,foto
[98] negativevibrat1,olliechanin
[95] allshipsco,manifoldxyz
[93] first,interactive
[89] manifoldxyz,negativevibrat1
[86] dave_krugman,allshipsco
[84] interactive,#photography
[84] #photography,books
[84] books,published
[84] published,blockchain

Top Word Pairs in Tweet in G2:
[195] paul,krugman
[99] textbook,banalities
[98] trite,repetition
[98] repetition,textbook
[97] krugman's,tweets
[97] tweets,contrast
[97] contrast,trite
[92] banalities,show
[92] show,knowledge
[92] knowledge,policy

Top Word Pairs in Tweet in G3:
[266] paul,krugman
[27] economist,paul
[22] nobel,laureate
[21] alliance,between
[20] between,bitcoin
[20] krugman,analyzes
[19] price,controls
[18] laureate,paul
[18] analyzes,'bizarre
[18] 'bizarre,alliance

Top Word Pairs in Tweet in G4:
[229] paul,krugman
[106] lol,paul
[106] krugman,forced
[106] forced,grovel
[106] grovel,remotely
[106] remotely,rational
[106] rational,take
[106] take,ages
[105] neontaster,lol
[63] democracy,important

Top Word Pairs in Tweet in G5:
[176] paul,krugman
[158] york,times
[157] wtf,paul
[157] krugman,wtf
[157] wtf,york
[156] peterdaou,wtf
[9] tell,krugman
[6] peterdaou,paul
[6] peterdaou,krugman
[5] jeremyward33,paul

Top Word Pairs in Tweet in G6:
[212] paul,krugman
[201] climate,change
[200] geraldkutney,paul
[148] confuse,public
[147] krugman,tobacco
[147] tobacco,companies
[147] companies,tried
[147] tried,confuse
[147] public,reality
[147] reality,being

Top Word Pairs in Tweet in G7:
[72] piovincenzo_,ed_balloon
[71] deezefi,dave_krugman
[70] ed_balloon,vieparlafoi
[69] allnick,piovincenzo_
[68] vieparlafoi,motivatemev2
[68] motivatemev2,farokh
[67] dave_krugman,ohhshiny
[66] ohhshiny,allnick
[66] farokh,lorigraceaz
[63] lorigraceaz,viewfinderthis

Top Word Pairs in Tweet in G8:
[21] mattmedved,ronenv
[21] ronenv,imbrendannorth
[21] jan_sladecko,blakekathryn
[21] blakekathryn,wsavas
[21] wsavas,seedphrase
[21] seedphrase,garyvee
[21] garyvee,beeple
[21] nft_nyc,artbasel
[20] beeple,nft_nyc
[19] imbrendannorth,toomuchlag

Top Word Pairs in Tweet in G9:
[78] anybody,know
[78] know,paul
[78] paul,krugman's
[78] krugman's,fax
[78] fax,number
[78] number,send
[78] send,memes
[78] memes,internet
[77] newmanj_r,anybody
[17] cpi,respond

Top Word Pairs in Tweet in G10:
[80] paul,krugman
[38] krugman,nothing
[38] nothing,wrong
[37] theomnizaddy,paul
[29] nineties,paul
[27] 2022,start
[27] start,well
[27] well,nineties
[27] krugman,becoming
[27] becoming,rarer

Top Replied-To
Top Replied-To in Entire Graph:
@dave_krugman
@paulkrugman
@timepieces
@redbeardnft
@akhilsesh
@goku_nft
@johnknopfphotos
@peterdaou
@negativevibrat1
@mikeschmidt_eth

Top Replied-To in G1:
@dave_krugman
@timepieces
@redbeardnft
@goku_nft
@johnknopfphotos
@negativevibrat1
@bryanbrinkman
@mikeschmidt_eth
@boonacnft
@illkoncept

Top Replied-To in G2:
@paulkrugman
@stephaniekelton
@noahpinion
@claudia_sahm
@petertobias8
@nathantankus
@nytopinion
@nytimes
@johnsaki
@joelliambuehler

Top Replied-To in G4:
@walterkirn
@matthewstoller
@scottlincicome
@nancyromm
@modeledbehavior
@theageofshoddy
@catronicus
@stock_driver_
@prchovanec
@karol

Top Replied-To in G5:
@peterdaou
@jeremyward33
@popsknox
@latstetter
@labrauer183
@delander_d
@anerdysocialist
@brigadoonblunt
@mtatersalad
@dcharles30

Top Replied-To in G6:
@geraldkutney
@pauledawson

Top Replied-To in G7:
@akhilsesh
@dave_krugman
@anestidhima
@deezefi
@cryptostorm__
@ohhshiny
@rollnwthehomies
@simon_goldberg
@onchainalex
@science_stanley

Top Replied-To in G8:
@dave_krugman
@berylbilici
@toomuchlag
@tedslittledream
@blu30rgy
@kingofmidtown1
@timtadder
@larrydvoskin
@superrarecasey
@0x_b1

Top Replied-To in G9:
@newmanj_r
@bobmurphyecon
@ministryoftru16
@comicdavesmith
@spencerkschiff
@jackvlloyd
@hardboilededdie
@ludwiglaborda
@bnicholsliberty
@feathersmgraw

Top Replied-To in G10:
@theomnizaddy
@goescarlos
@mgaldino
@neocentrist
@titaniumjew
@pv_faria
@thiagokrause2
@rafa_2205
@lilbabygandhi
@reaganbush84fan

Top Mentioned
Top Mentioned in Entire Graph:
@dave_krugman
@olliechanin
@timepieces
@stephaniekelton
@paulkrugman
@geraldkutney
@jnsilva_
@driftershoots
@allshipsco
@negativevibrat1

Top Mentioned in G1:
@dave_krugman
@olliechanin
@timepieces
@jnsilva_
@driftershoots
@negativevibrat1
@halecar2
@allshipsco
@cathsimard_
@blockparty

Top Mentioned in G2:
@stephaniekelton
@paulkrugman
@rohangrey
@nytopinion
@bjmbraun
@cultexpert
@isabellamweber
@is
@georgeselgin
@irvingswisher

Top Mentioned in G3:
@vebaccount
@latteneoliberal
@lamonica_ernest
@theresasmets
@oskywosky

Top Mentioned in G4:
@neontaster
@walterkirn
@catronicus
@theageofshoddy
@modeledbehavior
@politicalmath
@kmanguward
@reason
@nancyromm
@prchovanec

Top Mentioned in G5:
@peterdaou
@stephaniekelton
@cain_wtf
@qkrsocialist
@lusajld60
@marxmanshipm
@jeremyward33
@lisaenglishsays
@kgopinion
@wait_about

Top Mentioned in G6:
@geraldkutney
@gecko39
@catinthehague

Top Mentioned in G7:
@dave_krugman
@deezefi
@ed_balloon
@farokh
@ohhshiny
@mecdot
@vieparlafoi
@piovincenzo_
@lorigraceaz
@allnick

Top Mentioned in G8:
@dave_krugman
@mattmedved
@beeple
@nft_nyc
@imbrendannorth
@blakekathryn
@seedphrase
@garyvee
@ronenv
@jan_sladecko

Top Mentioned in G9:
@newmanj_r
@bobmurphyecon
@maxkeiser
@paulkrugman
@ministryoftru16
@spencerkschiff
@robbiethefire
@jeffdeist
@thomasewoods
@comicdavesmith

Top Mentioned in G10:
@neocentrist
@theomnizaddy
@mgaldino
@thiagokrause2
@omarslopezarce
@danieldimartino
@guilhermagacho
@jazzgrackle
@paraglobalism
@londonnewlibs

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@jurylady5
@natransversal
@kogemayo
@bitcoinagile
@bannerite
@caligirlleftie
@elespectador
@milenio
@thehill

Top Tweeters in G1:
@ana_captures
@time
@natybtw
@cybervenus
@jmkuhn99
@regularruben
@makeitaquote
@lmoy_a
@drivenbyboredom
@shotsbyseah

Top Tweeters in G2:
@kogemayo
@elespectador
@guardian
@mariojpc
@senseof_outrage
@dalek_fan
@mrtachilles
@netbacker
@sds_sunlight
@bostonglobe

Top Tweeters in G3:
@pulpnews
@bitcoinagile
@dancas2
@filterednews
@bamaperry
@adabagcompany
@stckpro
@mortgageconsult
@shell_loyd
@yportbill

Top Tweeters in G4:
@joec1776
@schwingcat
@mtrushmore2016
@sustain05
@bassaces1
@sampleatl
@susaninlaguna
@varadmehta
@commonsense258
@omnipangolin

Top Tweeters in G5:
@caligirlleftie
@brendahazelhur1
@march4progress
@francvs
@eclecticradical
@revmagdalen
@truthtotweet
@notingshaw
@mondiablue
@suspended_acct

Top Tweeters in G6:
@sudeepkhatri
@albertarabbit
@dawnroseturner
@sampson_elaine
@wavetop
@gawlinskilaura
@filippimichel
@teach_n_travel
@gecko39
@redmayne_robert

Top Tweeters in G7:
@kowalskityler
@kj_brent
@muzkmuzkmuzk
@deezefi
@njburnell
@yog_urt
@joelkruger
@lorigraceaz
@redactedpride
@paperbuddha

Top Tweeters in G8:
@garyvee
@cybercodetwins
@ronenv
@nftupdate
@natgeotravel
@wolfejosh
@iamdcinvestor
@kaigani
@banks
@to

Top Tweeters in G9:
@patriceinmilano
@martianlobotomy
@valeriozach
@whereswally77
@mrxancap
@ministryoftru16
@shollemans
@maxkeiser
@censoredsnc
@scotthortonshow

Top Tweeters in G10:
@johnjonny1
@enopoletus
@keithcross9214
@pinoyadjacent32
@campesinoecu
@kingorleans
@carlitoswayec
@aryposting
@sharanjit
@omarslopezarce