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mercatus_2022-11-23_07-48-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2022
Short Description:
mercatus via NodeXL https://bit.ly/3AAGlyT
@mercatus
@kaerdmann
@kar_vadillo
@nicole_nosek
@vanceginn
@tat2chumanfu
@salimfurth
@ordoliberalbg
@cspanwj
@davidbeckworth

Top hashtags:
#masonresearch
#maternalhealthcrisis
#hayek
#midwives
#healthpolicysummit
#grocery

Description:
Description
The graph represents a network of 370 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, 23 November 2022 at 15:48 UTC.

The requested start date was Wednesday, 23 November 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 9-day, 13-hour, 7-minute period from Sunday, 13 November 2022 at 04:42 UTC to Tuesday, 22 November 2022 at 17:49 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 : 370
Unique Edges : 368
Edges With Duplicates : 498
Total Edges : 866
Number of Edge Types : 5
Retweet : 161
MentionsInRetweet : 283
Mentions : 282
Replies to : 63
Tweet : 77
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0647773279352227
Reciprocated Edge Ratio : 0.121673003802281
Connected Components : 47
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 276
Maximum Edges in a Connected Component : 758
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.402108
Graph Density : 0.0038526331209258
Modularity : 0.49493
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 370 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, 23 November 2022 at 15:48 UTC.

The requested start date was Wednesday, 23 November 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 9-day, 13-hour, 7-minute period from Sunday, 13 November 2022 at 04:42 UTC to Tuesday, 22 November 2022 at 17:49 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:
[9] https://www.mercatus.org/publications/urban-economics/price-medium-through-which-housing-filters-and-down-proposal
[6] https://thehill.com/opinion/cybersecurity/3738288-ftx-crash-illustrates-congresss-weakness-on-tech-heres-a-solution/
[6] https://thehill.com/opinion/healthcare/3732284-midwives-can-alleviate-the-maternal-health-crisis-heres-how/
[2] https://www.econlib.org/the-libertarian-solution/
[2] https://news.bloomberglaw.com/white-collar-and-criminal-law/the-doj-should-not-use-section-2-for-antitrust-criminal-cases
[2] https://bonfire.com/store/mercatus-podcasts-swag/
[2] https://www.mercatus.org/publications/labor-markets/consequences-restricting-independent-work-and-gig-economy?utm_source=twitter&utm_medium=organic_link&utm_campaign=labormarkets&utm_term=FY22&utm_content=link
[2] https://www.mercatus.org/publications/urban-economics/housing-reform-states-menu-options-2023
[2] https://www.mercatus.org/publications/monetary-policy/measuring-monetary-policy-ngdp-gap
[2] https://www.mercatus.org/bridge/podcasts/11142022/ethan-ilzetzki-international-implications-fed-policy-business-cycle-theory

Top URLs in Tweet in G1:
[6] https://thehill.com/opinion/cybersecurity/3738288-ftx-crash-illustrates-congresss-weakness-on-tech-heres-a-solution/
[2] https://www.creators.com/read/veronique-de-rugy/11/22/for-food-abundance-think-bigger-than-another-farm-bill
[2] https://thehill.com/opinion/healthcare/3732284-midwives-can-alleviate-the-maternal-health-crisis-heres-how/
[2] https://www.mercatus.org/publications/urban-economics/price-medium-through-which-housing-filters-and-down-proposal?utm_source=twitter&utm_medium=organic_link&utm_campaign=housing&utm_term=FY22&utm_content=link
[2] https://www.creators.com/read/veronique-de-rugy/11/22/republicans-need-an-economic-growth-agenda
[2] https://news.bloomberglaw.com/white-collar-and-criminal-law/the-doj-should-not-use-section-2-for-antitrust-criminal-cases
[2] https://www.mercatus.org/publications/labor-markets/consequences-restricting-independent-work-and-gig-economy?utm_source=twitter&utm_medium=organic_link&utm_campaign=labormarkets&utm_term=FY22&utm_content=link
[2] https://www.econlib.org/the-libertarian-solution/
[2] https://twitter.com/danrothschild/status/1590555716137295874
[2] https://news.bloomberglaw.com/us-law-week/the-doj-should-not-use-section-2-for-antitrust-criminal-cases

Top URLs in Tweet in G2:
[5] https://www.mercatus.org/publications/urban-economics/price-medium-through-which-housing-filters-and-down-proposal
[2] https://www.mercatus.org/publications/urban-economics/building-ground-reclaiming-american-housing-boom
[2] https://www.mercatus.org/publications/urban-economics/housing-reform-states-menu-options-2023
[1] https://www.cato.org/blog/charge-all-past-present-members-cato-mercatus-institutes-treason

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=eZjpHjl-GRg&feature=youtu.be

[1] https://www.c-span.org/video/?524342-5/washington-journal-andrew-jason-cohen-discusses-politics-civil-discourse&live
[1] https://twitter.com/ddstarbucks/status/1594299561010688002

Top URLs in Tweet in G4:
[2] https://www.mercatus.org/publications/infrastructure/infrastructure-how-define-it-and-why-definition-matters
[2] https://www.mercatus.org/publications/urban-economics/price-medium-through-which-housing-filters-and-down-proposal
[1] https://www.mercatus.org/publications/government-spending/flattening-debt-curve-empirical-lessons-fiscal-consolidation
[1] https://twitter.com/mercatus/status/1591868641892601859
[1] https://twitter.com/WimvanWegen/status/1591820958364573698
[1] https://www.omroepflevoland.nl/nieuws/309030/nog-onduidelijk-of-stikstofuitspraak-nieuwbouw-in-nop-vertraagt--
[1] https://twitter.com/mercatus/status/1592585781440569344
[1] https://www.mercatus.org/publications/financial-regulation/regulatory-sandbox-ohio-can-promote-innovation-and-regulatory
[1] https://www.amazon.com/dp/1538122146?tag=jefferson0ea-20
[1] https://www.mercatus.org/system/files/Stratmann-CON-Barriers-to-Entry.pdf

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=HHrDilm-Ml4&feature=youtu.be


Top URLs in Tweet in G6:
[2] https://www.mercatus.org/publications/urban-economics/price-medium-through-which-housing-filters-and-down-proposal
[1] https://twitter.com/i/web/status/1594067455344726017

Top URLs in Tweet in G7:
[2] https://www.mercatus.org/bridge/podcasts/11142022/ethan-ilzetzki-international-implications-fed-policy-business-cycle-theory
[1] https://www.mercatus.org/system/files/wp_fate_of_fait_final_v1.pdf
[1] https://www.bonfire.com/store/mercatus-podcasts-swag/?utm_source=scholar_social&utm_medium=organic_link&utm_campaign=merchstore_mm&utm_term=FY23&utm_content=link
[1] https://twitter.com/DavidBeckworth/status/1590722650627706881
[1] https://www.mercatus.org/bridge/podcasts/11212022/patrick-horan-and-david-beckworth-fate-fait-and-future-feds-monetary
[1] https://twitter.com/robinbrooksiif/status/1592192247293952000
[1] https://libertystreeteconomics.newyorkfed.org/2022/08/how-much-did-supply-constraints-boost-u-s-inflation/
[1] https://www.mercatus.org/publications/monetary-policy/measuring-monetary-policy-ngdp-gap
[1] https://us63.dayforcehcm.com/CandidatePortal/en-US/mercatus/Posting/View/719
[1] https://bonfire.com/store/mercatus-podcasts-swag/

Top URLs in Tweet in G8:
[1] https://www.mercatus.org/scholars/salim-furth
[1] https://twitter.com/willthomas_usa/status/1592592911643734016
[1] https://www.mercatus.org/publications/urban-economics/california-can-improve-housing-and-transit-preempting-local-ordinances

Top URLs in Tweet in G9:
[1] https://press.uchicago.edu/ucp/books/book/chicago/H/bo136253636.html
[1] https://ppe.mercatus.org/publications/freedom-and-flourishing/struggle-better-world
[1] https://twitter.com/hannahdcox/status/1593238246779125760
[1] https://www.mercatus.org/publications/monetary-policy/measuring-monetary-policy-ngdp-gap

Top URLs in Tweet in G10:
[1] https://twitter.com/SajeevVinayakan/status/1591519096994422786

Top Domains
Top Domains in Tweet in Entire Graph:
[50] mercatus.org
[30] twitter.com
[12] thehill.com
[7] discoursemagazine.com
[6] bonfire.com
[4] bloomberglaw.com
[4] mercatus.com
[4] creators.com
[3] econlib.org
[3] youtube.com

Top Domains in Tweet in G1:
[9] twitter.com
[8] thehill.com
[8] mercatus.org
[7] discoursemagazine.com
[4] creators.com
[4] bloomberglaw.com
[3] bonfire.com
[2] econlib.org
[1] barrons.com
[1] washingtonpost.com

Top Domains in Tweet in G2:
[9] mercatus.org
[1] cato.org

Top Domains in Tweet in G3:
[2] youtube.com
[1] c-span.org
[1] twitter.com

Top Domains in Tweet in G4:
[8] mercatus.org
[4] twitter.com
[4] mercatus.com
[1] omroepflevoland.nl
[1] amazon.com
[1] thepacker.com
[1] abasto.com
[1] imperiumromanum.pl
[1] talkbusiness.net
[1] forbes.com

Top Domains in Tweet in G5:
[1] youtube.com

Top Domains in Tweet in G6:
[2] mercatus.org
[1] twitter.com

Top Domains in Tweet in G7:
[5] mercatus.org
[2] bonfire.com
[2] twitter.com
[1] newyorkfed.org
[1] dayforcehcm.com

Top Domains in Tweet in G8:
[2] mercatus.org
[1] twitter.com

Top Domains in Tweet in G9:
[2] mercatus.org
[1] uchicago.edu
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] masonresearch
[5] maternalhealthcrisis
[4] hayek
[4] midwives
[4] healthpolicysummit
[3] grocery
[2] theunpopulist
[2] hps2022
[2] midwife
[2] rpa



Top Hashtags in Tweet in G1:
[8] masonresearch
[2] lffd22
[2] doj
[1] autodidactsbookshelf
[1] ab5
[1] fightforfreelancers
[1] talkingtrade
[1] econtwitter
[1] broadband
[1] broadbandaccess

Top Hashtags in Tweet in G2:
[1] catotrade
[1] endthejonesact

Top Hashtags in Tweet in G3:
[1] fiscal
[1] economy
[1] budget
[1] podcast

Top Hashtags in Tweet in G4:
[2] onlinegrocery
[2] egrocery
[1] business
[1] transformation
[1] beaguru
[1] digitaltransformation
[1] office365
[1] grocery
[1] october
[1] sales

Top Hashtags in Tweet in G9:
[4] hayek

Top Words
Top Words in Tweet in Entire Graph:
[161] mercatus
[99] housing
[55] paper
[44] kaerdmann
[36] more
[36] come
[33] supply
[32] center
[29] great
[26] market

Top Words in Tweet in G1:
[48] mercatus
[20] more
[10] ftx
[9] congress
[8] paper
[8] come
[8] shows
[8] danrothschild
[8] #masonresearch
[8] see

Top Words in Tweet in G2:
[35] housing
[35] kaerdmann
[34] paper
[24] supply
[21] covers
[21] income
[20] great
[20] low
[20] pain
[20] cause

Top Words in Tweet in G3:
[26] mercatus
[22] cspanwj
[20] center
[16] fellow
[12] fascist
[11] university
[11] civil
[10] mason
[10] george
[9] exchange

Top Words in Tweet in G4:
[28] mercatus
[10] grocery
[7] help
[6] production
[6] fund
[6] usd
[6] project
[6] more
[6] sale
[6] documentary

Top Words in Tweet in G6:
[50] housing
[19] luxury
[16] alert
[16] development
[16] market
[16] costs
[16] nicole_nosek
[16] rate
[16] aka
[16] everyone

Top Words in Tweet in G7:
[11] podcast
[10] davidbeckworth
[10] paper
[9] pat_horan92
[8] cconces
[8] myself
[8] percent
[8] titled
[8] week
[8] colleague

Top Words in Tweet in G8:
[15] mnolangray
[13] alexfischcc
[13] mercatus
[9] rorystolzenberg
[8] salimfurth
[6] corridor
[4] service
[4] bus
[4] probably
[4] support

Top Words in Tweet in G9:
[5] mercatus
[5] peterboettke
[4] liberalism
[4] panel
[4] caldwell
[4] delightful
[4] biography
[4] dukeecon
[4] extremely
[4] many

Top Words in Tweet in G10:
[7] simple
[7] mercatus
[7] vstorr
[7] masoneconomics
[7] work
[7] friends
[7] summary
[7] ginnyschoi
[6] vincentgeloso
[2] hurt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] mercatus,center
[26] paper,kaerdmann
[24] housing,supply
[22] covers,pain
[22] great,paper
[22] pain,housing
[22] kaerdmann,covers
[22] income,households
[22] cause,low
[22] constraints,cause

Top Word Pairs in Tweet in G1:
[5] lurch,happy
[5] left,grant
[5] situation,left
[5] happy,see
[5] see,mercatus
[5] import,tariffs
[5] help,dm
[5] ftx,situation
[5] mercatus,help
[5] funded,project

Top Word Pairs in Tweet in G2:
[24] paper,kaerdmann
[21] housing,supply
[20] cause,low
[20] kaerdmann,covers
[20] constraints,cause
[20] great,paper
[20] pain,housing
[20] supply,constraints
[20] low,income
[20] covers,pain

Top Word Pairs in Tweet in G3:
[19] mercatus,center
[10] george,mason
[10] mason,university
[9] pluralism,civil
[9] cspanwj,willrinehart
[9] fellow,george
[9] exchange,fellow
[9] jason,cohen
[9] civil,exchange
[9] andrew,jason

Top Word Pairs in Tweet in G4:
[6] mercatus,documentary
[6] nft,sale
[6] documentary,project
[6] mercatus,nft
[6] usd,help
[6] help,fund
[5] production,mercatus
[5] fund,production
[4] grocery,shopping
[4] sale,5000

Top Word Pairs in Tweet in G6:
[17] luxury,housing
[16] rate,housing
[16] housing,costs
[16] helps,everyone
[16] alert,luxury
[16] market,rate
[16] aka,market
[16] development,aka
[16] housing,development
[16] housing,helps

Top Word Pairs in Tweet in G7:
[8] paper,titled
[8] week,podcast
[8] colleague,cconces
[8] interviews,pat_horan92
[8] myself,paper
[8] pat_horan92,myself
[8] podcast,colleague
[8] cconces,interviews
[7] davidbeckworth,week
[4] shock,explains

Top Word Pairs in Tweet in G8:
[13] alexfischcc,mnolangray
[12] mnolangray,mercatus
[6] salimfurth,alexfischcc
[5] rorystolzenberg,alexfischcc
[4] rorystolzenberg,salimfurth
[3] minute,service
[2] responding,emergencies
[2] five,over
[2] bus,lanes
[2] rosslyn,ballston

Top Word Pairs in Tweet in G9:
[4] panel,extremely
[4] #hayek,biography
[4] extremely,engaging
[4] biography,jointly
[4] caldwell,dukeecon
[4] jointly,bruce
[4] engaging,vol
[4] vol,#hayek
[4] delightful,panel
[4] bruce,caldwell

Top Word Pairs in Tweet in G10:
[7] mercatus,masoneconomics
[7] ginnyschoi,vstorr
[7] vstorr,mercatus
[7] summary,work
[7] work,friends
[7] friends,ginnyschoi
[7] simple,summary
[6] vincentgeloso,simple

Top Replied-To
Top Replied-To in Entire Graph:
@cspanwj
@rorystolzenberg
@salimfurth
@alexfischcc
@mercatus
@imabenfan
@juliemason
@shikhadalmia
@_jack_fox_
@mdasilva1563

Top Replied-To in G1:
@mercatus
@juliemason
@benklutsey
@thehillopinion
@mattinthemittel
@srajagopalan
@cowenconvos
@danrothschild
@xuanalogue

Top Replied-To in G2:
@scottlincicome
@thedanielrubio
@claudia_sahm

Top Replied-To in G3:
@cspanwj
@tat2chumanfu
@meanon4real
@floridamiz1
@ddstarbucks

Top Replied-To in G6:
@nicole_nosek

Top Replied-To in G8:
@rorystolzenberg
@salimfurth
@alexfischcc
@_jack_fox_
@warrenjwells
@mdasilva1563

Top Replied-To in G9:
@imabenfan
@drjoergkraemer
@spydermed

Top Mentioned
Top Mentioned in Entire Graph:
@mercatus
@kaerdmann
@ebwhamilton
@nicole_nosek
@mnolangray
@cspanwj
@davidbeckworth
@alexfischcc
@pat_horan92
@willrinehart

Top Mentioned in G1:
@mercatus
@danrothschild
@discourse_mag
@srajagopalan
@masonresearch
@kaerdmann
@missliyap
@ideasofindia
@weifengzhong
@christinemcdan

Top Mentioned in G2:
@kaerdmann
@ebwhamilton
@catoinstitute
@peter_tulip
@insteconomics
@nicole_nosek
@rinolivesmatter
@salimfurth
@tylercowen

Top Mentioned in G3:
@cspanwj
@willrinehart
@drtoleration
@aei
@mercatus
@cgousu
@kochfoundation_
@heritage
@marcgoldwein
@budgethawks

Top Mentioned in G5:
@americanfilm
@womeninfilm
@davos
@swiss_un
@exatec
@idem
@wholefoods
@ama_marketing
@marketingcloud
@cmegroup

Top Mentioned in G6:
@nicole_nosek
@mercatus
@kaerdmann

Top Mentioned in G7:
@davidbeckworth
@pat_horan92
@cconces
@mercatus
@ilzetzki
@ritholtz
@kaerdmann

Top Mentioned in G8:
@mnolangray
@mercatus
@alexfischcc
@salimfurth
@ebwhamilton
@rorystolzenberg
@janneformpls
@jeffjmason
@ferretical
@mattparlmer

Top Mentioned in G9:
@mercatus
@peterboettke
@dukeecon
@ordoliberalbg
@masoneconomics
@erwindekker12
@chadzimmerman_
@uchicagopress
@lars_feld

Top Mentioned in G10:
@ginnyschoi
@vstorr
@mercatus
@masoneconomics
@vincentgeloso
@srajagopalan

Top Tweeters
Top Tweeters in Entire Graph:
@gormogons
@southerngemgal
@cnbc
@maxamaxim
@forbes
@doctorow
@digestecon
@cnn
@afp
@smartecocity

Top Tweeters in G1:
@forbes
@smartecocity
@commercegov
@juliemason
@mercatus
@genericipguy
@t_rex_landshark
@masonmornings
@yooelre
@seanflaim

Top Tweeters in G2:
@maxamaxim
@scottlincicome
@stephano_n
@nominalthoughts
@catoinstitute
@claudia_sahm
@larsiusprime
@vamonosla
@joelwwood
@huzzahmpls

Top Tweeters in G3:
@freedomworks
@connie19601
@heritage
@brookingsinst
@marcgoldwein
@sassres
@conniejobrewer2
@aei
@yaliberty
@cspanwj

Top Tweeters in G4:
@gormogons
@digestecon
@hettinga
@wryt2r
@helderweb
@tbarkansas
@delmarkva
@thepacker
@bfurnas
@vulpine2020

Top Tweeters in G5:
@cnbc
@cnn
@wholefoods
@merca20
@un
@marketingcloud
@worldbank
@cinemex
@davos
@cmegroup

Top Tweeters in G6:
@yimbychris
@tylercralle
@playthemanpod
@frankfuhrig
@josephpagani
@rhys1984
@shdwbnkr
@lciofficial
@mldunham
@housingspock

Top Tweeters in G7:
@ritholtz
@jbuhl35
@bickerinbrattle
@davidbeckworth
@finediner0x00
@aaronsepulvedac
@pat_horan92
@joshuafmask
@econwithnick
@simonbowmaker

Top Tweeters in G8:
@mattparlmer
@salimfurth
@_jack_fox_
@mnolangray
@alexfischcc
@rorystolzenberg
@warrenjwells
@jtyler36213241
@mdasilva1563
@janneformpls

Top Tweeters in G9:
@lars_feld
@peterboettke
@uchicagopress
@herasafir
@amirdjawadi
@ordoliberalbg
@dukeecon
@chadzimmerman_
@spydermed
@drjoergkraemer

Top Tweeters in G10:
@vincentgeloso
@novakmikayla
@imurtazashvili
@paolosilvest
@masoneconomics
@joshijayat
@sajeevvinayakan
@vstorr
@economicskn
@ginnyschoi


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