mercatus, Twitter, 1/14/2021 12:27:44 AM, 245533


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mercatus_2021-01-13_07-48-52.xlsx
mercatus_2021-01-13_07-48-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
mercatus via NodeXL https://bit.ly/2XD5vZM
@mercatus
@_kheri_
@hayekprogram
@georgemasonu
@yeagerleland
@usanasf
@david_s_wilson
@martinkulldorff
@yvesboisvert
@romainm45081967

Top hashtags:
#thinktank
#covid19
#china
#graduate
#grocery
#mercatus
#politicaleconomy

Description:
Description
The graph represents a network of 519 Twitter users whose tweets in the requested range contained "mercatus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 15:49 UTC.

The requested start date was Wednesday, 13 January 2021 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 13-day, 15-hour, 47-minute period from Wednesday, 30 December 2020 at 06:39 UTC to Tuesday, 12 January 2021 at 22:27 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 : 519
Unique Edges : 773
Edges With Duplicates : 704
Total Edges : 1477
Number of Edge Types : 5
Replies to : 84
Tweet : 153
Retweet : 226
MentionsInRetweet : 684
Mentions : 330
Self-Loops : 160
Reciprocated Vertex Pair Ratio : 0.0248380129589633
Reciprocated Edge Ratio : 0.0484720758693361
Connected Components : 76
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 1214
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.987348
Graph Density : 0.00352995439700642
Modularity : 0.528991
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 519 Twitter users whose tweets in the requested range contained "mercatus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 15:49 UTC.

The requested start date was Wednesday, 13 January 2021 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 13-day, 15-hour, 47-minute period from Wednesday, 30 December 2020 at 06:39 UTC to Tuesday, 12 January 2021 at 22:27 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 : mercatus
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:
[8] https://youtu.be/jSxeEklXecA
[6] https://www.mercatus.org/bridge/podcasts/01112021/scott-sumner-princeton-school-macroeconomics-and-overcoming-inflationary
[5] https://www.orfonline.org/hindi/research/what-can-artificial-intelligence-tell-us-about-the-scale-of-covid-19-in-china/
[4] https://youtu.be/IZ2N3tF4W_k
[4] https://youtu.be/SLEvwoD1kPM
[4] https://www.youtube.com/watch?v=LscTx6DHh9I&feature=youtu.be

[4] https://youtu.be/BDtWabMapvg
[4] https://www.wired.co.uk/article/taiwan-coronavirus-covid-response
[4] https://marketurbanism.com/2020/11/13/opening-arlington-up-to-housing/
[4] https://thehill.com/opinion/finance/532087-congress-gave-unemployed-workers-an-early-present-but-santa-forgot-states-and?rnd=1609346554

Top URLs in Tweet in G1:
[5] https://www.orfonline.org/hindi/research/what-can-artificial-intelligence-tell-us-about-the-scale-of-covid-19-in-china/
[4] https://english.alarabiya.net/en/views/news/middle-east/2020/12/23/How-coronavirus-lockdowns-can-boost-innovation
[4] https://thehill.com/opinion/finance/532087-congress-gave-unemployed-workers-an-early-present-but-santa-forgot-states-and?rnd=1609346554
[3] https://www.nationalreview.com/corner/fiscal-insanity-is-all-around/
[3] https://www.livemint.com/opinion/online-views/the-big-lesson-of-2020-pay-more-attention-to-tail-risks-11609776647465.html
[3] https://marketurbanism.com/2020/11/13/opening-arlington-up-to-housing/
[3] https://www.seattletimes.com/opinion/three-steps-toward-an-equal-liberty-agenda/
[3] https://www.mercatus.org/publications/regulation/hhs%E2%80%99s-innovative-new-sunset-regulation
[3] https://www.mercatus.org/publications/regulation/when-regulations-turn-deadly-connection-between-federal-regulation-and
[2] https://www.businessinsider.com/trump-rule-on-immigrant-minimum-wage-terrible-hurts-us-economy-2020-12

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1348507396902187008
[1] https://twitter.com/i/web/status/1348502230668898304

Top URLs in Tweet in G3:
[2] https://asp.mercatus.org/content/schumpeter-fellowship?utm_source=twitter&utm_medium=media&utm_campaign=PPETweets
[1] https://twitter.com/i/web/status/1345072310101938176
[1] https://ppe.mercatus.org/publications/kirznerian-and-schumpeterian-entrepreneurship-trinidad-and-tobago-0?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/drones-development-and-discovery?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/hunting-unicorns?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/assessing-profit-colleges?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://asp.mercatus.org/content/ma-fellowship?utm_source=twitter&utm_medium=media&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/gordon-tullock%E2%80%99s-scholarly-legacy?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/hayek-friedrich-august-von?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/emergence-equilibrium-and-agent-based-modeling?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets

Top URLs in Tweet in G4:
[3] https://www.profellow.com/announcements/apply-now-supplement-your-graduate-training-with-a-fellowship-in-political-economy-from-the-mercatus-center-at-george-mason-university/
[2] https://www.mercatus.org/bridge/podcasts/01112021/scott-sumner-princeton-school-macroeconomics-and-overcoming-inflationary
[2] https://www.profellow.com/announcements/apply-for-a-fall-2021-online-fellowship-in-political-economy-from-the-mercatus-center-at-george-mason-university/
[2] https://www.profellow.com/announcements/apply-for-a-full-time-fellowship-for-graduate-students-in-economics-at-george-mason-university/
[1] https://chainstoreage.com/mercatus-10-predictions-grocery-retailers-2021?utm_content=150020725&utm_medium=social&utm_source=twitter&hss_channel=tw-102724254
[1] https://www.mercatus.org/system/files/Self-Deception-as-the-Root-of-Political-Failure_1.pdf
[1] https://www.mercatus.org/bridge/commentary/5-problems-mmt
[1] https://www.oann.com/professor_fellow_at_the_independent_institute_abby_devereaux/
[1] https://www.atlasobscura.com/places/mercatus-traiani-trajans-market
[1] https://www.mercatus.org/publications/regulation/need-fda-reform-four-models-0

Top URLs in Tweet in G6:
[2] https://www.mercatus.org/publications/healthcare/why-are-prices-so-damn-high
[1] https://www.mercatus.org/publications/urban-economics/politics-redevelopment-planning-tysons-and-outcomes-10-years-later
[1] https://marketurbanism.com/2020/11/13/opening-arlington-up-to-housing/
[1] https://marketurbanism.com/2020/08/05/the-limits-of-the-singapore-housing-model/
[1] https://www.mercatus.org/publications/urban-economics/premium-walkable-development-under-land-use-regulations
[1] https://www.mercatus.org/tags/urban-economics?_fs=c5afe784-8585-44b9-90f3-d641d7a6ef77#1
[1] https://www.mercatus.org/bridge/podcasts/01112021/scott-sumner-princeton-school-macroeconomics-and-overcoming-inflationary
[1] https://www.mercatus.org/publications/monetary-policy/housing-policy-monetary-policy-great-recession

Top URLs in Tweet in G7:
[1] https://theihs.org/blog/how-can-we-become-a-better-society/?utm_campaign=coschedule&utm_source=twitter&utm_medium=TheIHS

Top URLs in Tweet in G8:
[1] https://thisviewoflife.com/economics-will-never-move-if-we-try-to-change-it-incrementally/

Top URLs in Tweet in G10:
[1] https://www.mercatus.org/bridge/podcasts/02182019/peter-stella-debt-safe-assets-and-central-bank-operations
[1] https://neweconomicperspectives.org/2016/02/money-banking-part-6.html

Top Domains
Top Domains in Tweet in Entire Graph:
[117] mercatus.org
[42] twitter.com
[20] youtu.be
[17] economicblogs.org
[9] thehill.com
[8] merct.us
[7] profellow.com
[6] discoursemagazine.com
[6] orfonline.org
[6] nationalreview.com

Top Domains in Tweet in G1:
[50] mercatus.org
[16] twitter.com
[9] thehill.com
[8] merct.us
[6] nationalreview.com
[6] orfonline.org
[5] discoursemagazine.com
[4] alarabiya.net
[3] washingtonexaminer.com
[3] livemint.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[22] mercatus.org
[2] twitter.com
[2] blogspot.com
[1] discoursemagazine.com

Top Domains in Tweet in G4:
[17] economicblogs.org
[9] mercatus.org
[9] twitter.com
[7] profellow.com
[1] chainstoreage.com
[1] oann.com
[1] atlasobscura.com
[1] jacobinmag.com
[1] gomercatus.com
[1] chronicle.com

Top Domains in Tweet in G6:
[7] mercatus.org
[2] marketurbanism.com

Top Domains in Tweet in G7:
[1] theihs.org

Top Domains in Tweet in G8:
[1] thisviewoflife.com

Top Domains in Tweet in G10:
[1] mercatus.org
[1] neweconomicperspectives.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] thinktank
[16] covid19
[8] china
[7] graduate
[6] grocery
[6] mercatus
[5] politicaleconomy
[5] graduateschool
[5] gradschool
[4] ecommerce



Top Hashtags in Tweet in G1:
[31] thinktank
[12] covid19
[8] china
[6] mercatus
[3] machinelearning
[2] nlproc
[2] cowenconvos
[2] cyfy2020
[1] regulations
[1] disinformation

Top Hashtags in Tweet in G4:
[7] graduate
[5] politicaleconomy
[5] graduateschool
[5] gradschool
[4] fellowships
[3] economics
[3] politics
[3] policyresearch
[2] fellowship
[2] undergrad

Top Words
Top Words in Tweet in Entire Graph:
[179] mercatus
[75] money
[72] romainm45081967
[72] lp_lapresse
[72] marieevemo
[72] rimaelkouri
[72] yvesboisvert
[70] martinkulldorff
[69] received
[67] claim

Top Words in Tweet in G1:
[103] mercatus
[31] #thinktank
[24] see
[22] policy
[22] weifengzhong
[20] tylercowen
[17] read
[16] more
[16] index
[15] regulations

Top Words in Tweet in G2:
[71] romainm45081967
[71] lp_lapresse
[71] marieevemo
[71] rimaelkouri
[71] yvesboisvert
[69] martinkulldorff
[66] claim
[66] false
[66] received
[66] money

Top Words in Tweet in G3:
[36] hayekprogram
[16] political
[14] economy
[14] richard
[13] peter
[13] buchanan
[12] economic
[11] wagner
[11] public
[11] history

Top Words in Tweet in G4:
[30] mercatus
[14] center
[12] read
[11] regulations
[11] effects
[11] more
[11] students
[10] regressive
[8] offers
[7] people

Top Words in Tweet in G5:
[3] norberta36
[3] allgood_pat
[3] 1stblackrascal
[3] cirincione
[3] queenieg2017
[3] porpentina2017
[3] kikiadine
[3] spockresists
[3] charles
[3] koch

Top Words in Tweet in G6:
[7] salimfurth
[7] ebwhamilton
[6] billyez2
[5] great
[4] mercatus
[4] kaerdmann
[4] recession
[3] mnolangray
[3] aa_millsap
[3] andersem

Top Words in Tweet in G7:
[2] theihs
[2] ihs
[2] president
[2] emily
[2] chamlee
[2] wright
[2] discussed
[2] future
[2] liberalism
[2] importance

Top Words in Tweet in G8:
[3] latest
[3] tvolmag
[3] advice
[3] aspiring
[3] economist
[3] series
[3] one
[3] inimitable
[3] blair_fix
[2] david_s_wilson

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] romainm45081967,lp_lapresse
[72] lp_lapresse,marieevemo
[72] marieevemo,rimaelkouri
[72] rimaelkouri,yvesboisvert
[68] received,money
[67] yvesboisvert,claim
[67] claim,false
[67] false,received
[66] martinkulldorff,romainm45081967
[66] money,writ

Top Word Pairs in Tweet in G1:
[11] policy,change
[11] change,index
[9] awesome,see
[9] see,policy
[9] index,featured
[9] featured,nro's
[9] nro's,james_t_quinn
[9] james_t_quinn,read
[9] read,great
[9] great,piece

Top Word Pairs in Tweet in G2:
[71] romainm45081967,lp_lapresse
[71] lp_lapresse,marieevemo
[71] marieevemo,rimaelkouri
[71] rimaelkouri,yvesboisvert
[66] yvesboisvert,claim
[66] claim,false
[66] false,received
[66] received,money
[65] martinkulldorff,romainm45081967
[65] money,writ

Top Word Pairs in Tweet in G3:
[13] political,economy
[11] richard,wagner
[9] james,buchanan
[8] paul,dragos
[8] dragos,aligica
[7] peter,boettke
[6] joseph,schumpeter
[6] buchanan,theorist
[6] theorist,political
[6] jewish,history

Top Word Pairs in Tweet in G4:
[14] mercatus,center
[10] regressive,effects
[9] read,more
[7] #graduate,students
[6] 44,cum
[6] cum,fueris
[6] fueris,proprios
[6] proprios,servos
[6] servos,mercatus
[6] mercatus,usus

Top Word Pairs in Tweet in G5:
[3] norberta36,allgood_pat
[3] allgood_pat,1stblackrascal
[3] 1stblackrascal,cirincione
[3] cirincione,queenieg2017
[3] queenieg2017,porpentina2017
[3] porpentina2017,kikiadine
[3] kikiadine,spockresists
[3] charles,koch
[2] tentoads4truth,norberta36
[2] spockresists,trinityresâ

Top Word Pairs in Tweet in G6:
[5] ebwhamilton,salimfurth
[3] salimfurth,billyez2
[3] billyez2,mnolangray
[3] mnolangray,aa_millsap
[3] aa_millsap,andersem
[3] andersem,rickkahlenberg
[3] rickkahlenberg,katherineeinst
[3] katherineeinst,davidmglick
[3] davidmglick,maxwellbpalmer
[3] scott,sumner

Top Word Pairs in Tweet in G7:
[2] ihs,president
[2] president,emily
[2] emily,chamlee
[2] chamlee,wright
[2] wright,discussed
[2] discussed,future
[2] future,liberalism
[2] liberalism,importance
[2] importance,civil
[2] civil,discourse

Top Word Pairs in Tweet in G8:
[3] latest,tvolmag
[3] tvolmag,advice
[3] advice,aspiring
[3] aspiring,economist
[3] economist,series
[3] series,one
[3] one,inimitable
[3] inimitable,blair_fix
[2] david_s_wilson,latest

Top Replied-To
Top Replied-To in Entire Graph:
@thehillopinion
@mercatus
@jan_dutkiewicz
@devisridhar
@protecttruth_
@alon_levy
@d_kuehn
@cjslaby
@natesadeghi
@charlesflehman

Top Replied-To in G1:
@thehillopinion
@d_kuehn
@donmoyn
@bskorup
@robert_graboyes
@werlibertarians
@garciacarmonaam
@shaanvp
@mercatus
@mgurri

Top Replied-To in G2:
@sc_bayer
@romainm45081967

Top Replied-To in G3:
@georgemasonu
@econosopher
@danrothschild
@mercatus
@hayekprogram

Top Replied-To in G5:
@norberta36

Top Replied-To in G6:
@salimfurth
@miketolhurst
@binarybits
@kaerdmann
@pat_horan92
@ebwhamilton

Top Replied-To in G7:
@catoinstitute

Top Replied-To in G9:
@hindustantimes

Top Replied-To in G10:
@piotrpzk

Top Mentioned
Top Mentioned in Entire Graph:
@mercatus
@lp_lapresse
@marieevemo
@rimaelkouri
@yvesboisvert
@romainm45081967
@martinkulldorff
@hayekprogram
@weifengzhong
@tylercowen

Top Mentioned in G1:
@mercatus
@weifengzhong
@tylercowen
@srajagopalan
@james_t_quinn
@jamesbroughel
@discourse_mag
@nro
@claudia_sahm
@cowenconvos

Top Mentioned in G2:
@lp_lapresse
@marieevemo
@rimaelkouri
@yvesboisvert
@romainm45081967
@martinkulldorff
@sc_bayer

Top Mentioned in G3:
@hayekprogram
@georgemasonu
@mercatus
@honorsmason
@clemsonuniv
@masoneconomics
@flowidealism
@centereconomy
@realdonaldtrump
@martinkulldorff

Top Mentioned in G5:
@allgood_pat
@1stblackrascal
@cirincione
@queenieg2017
@porpentina2017
@kikiadine
@spockresists
@tentoads4truth
@norberta36

Top Mentioned in G6:
@billyez2
@ebwhamilton
@salimfurth
@mnolangray
@aa_millsap
@andersem
@rickkahlenberg
@katherineeinst
@davidmglick
@maxwellbpalmer

Top Mentioned in G7:
@theihs
@mercat
@mercatus_bridge
@benklutsey
@heritage
@aei
@independentinst
@feeonline
@atlasnetwork
@mises

Top Mentioned in G8:
@tvolmag
@blair_fix
@david_s_wilson
@djsnower
@kateraworth
@rebuildmacro
@evonomicsmag
@ineteconomics
@econnaturalist
@nickhanauer

Top Mentioned in G9:
@amrullahsaleh2
@michaelkugelman
@thewilsoncenter
@tarekfatah
@tanvi_madan
@girmanipal
@guardian
@theatlantic
@randcorporation
@mercatus

Top Mentioned in G10:
@xkubiak
@twaszczynski
@truebartoszcze
@tomaszgozdz
@skalpel24
@vonscheffczyk
@robertlewus
@galopujacymajor
@skalpel

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@madanabhat
@guardian
@bexxmodd
@abc13houston
@dian5
@ml_tweet_bot
@friedrichhayek
@livemint
@cnn

Top Tweeters in G1:
@madanabhat
@bexxmodd
@ml_tweet_bot
@livemint
@hubofml
@trendsinai
@klhoughton
@artificialbra1n
@christi46119463
@iamaniku

Top Tweeters in G2:
@joinpatriotify
@materlandsson
@lp_lapresse
@tracybaxter11
@nay_sue1
@markready47
@kbfguy
@simonystwyth
@jeffspartyjeff
@leoniedelt

Top Tweeters in G3:
@friedrichhayek
@drrueckauf
@dgomezco
@realdonaldtrump
@_kheri_
@t_rex_landshark
@dsdamato
@perkurowski
@georgemasonu
@andrewgibsonmba

Top Tweeters in G4:
@dian5
@massa
@distichacatonis
@zeldajpinwheel
@austrian_blogs
@mujoebideen
@willrinehartbot
@georgeselgin
@unex
@breadst91706805

Top Tweeters in G5:
@norberta36
@kikiadine
@allgood_pat
@tentoads4truth
@jomareewade
@kassandraseven
@trinityresists
@dobby201765
@spockresists
@bryandawsonusa

Top Tweeters in G6:
@binarybits
@headwaysmatter
@salimfurth
@andersem
@mnolangray
@billyez2
@massgovernor
@scootfoundation
@ebwhamilton
@kaerdmann

Top Tweeters in G7:
@heritage
@catoinstitute
@mercat
@aei
@feeonline
@mises
@iealondon
@uva
@independentinst
@msnegovaya

Top Tweeters in G8:
@hangingnoodles
@goldyha
@nickhanauer
@rorysutherland
@co_eq
@kateraworth
@peterboettke
@ineteconomics
@david_s_wilson
@evonomicsmag

Top Tweeters in G9:
@guardian
@hindustantimes
@theatlantic
@tarekfatah
@randcorporation
@thewilsoncenter
@tanvi_madan
@michaelkugelman
@usambindia
@lbscidsa

Top Tweeters in G10:
@xkubiak
@galopujacymajor
@truebartoszcze
@twaszczynski
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