mercatus, Twitter, 9/30/2020 11:14:18 PM, 236386


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mercatus_2020-09-30_07-48-51.xlsx
mercatus_2020-09-30_07-48-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 30, 2020
Short Description:
mercatus via NodeXL https://bit.ly/2HHFhR3
@mercatus
@srajagopalan
@epecusa
@heritage
@t_rex_landshark
@hayekprogram
@davidbeckworth
@mattbc
@dukakisdude
@anujbhuwania

Top hashtags:
#mercatus
#covid19
#grocery
#retail
#fintech
#mascarillas
#higiénicas
#reutilizables

Description:
Description
The graph represents a network of 852 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, 30 September 2020 at 14:49 UTC.

The requested start date was Wednesday, 30 September 2020 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, 20-hour, 56-minute period from Wednesday, 16 September 2020 at 01:13 UTC to Tuesday, 29 September 2020 at 22:09 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 : 852
Unique Edges : 707
Edges With Duplicates : 1420
Total Edges : 2127
Number of Edge Types : 5
Retweet : 491
MentionsInRetweet : 716
Replies to : 121
Mentions : 547
Tweet : 252
Self-Loops : 264
Reciprocated Vertex Pair Ratio : 0.042910447761194
Reciprocated Edge Ratio : 0.0822898032200358
Connected Components : 132
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 466
Maximum Edges in a Connected Component : 1661
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.731045
Graph Density : 0.00154195836988244
Modularity : 0.457492
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 852 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, 30 September 2020 at 14:49 UTC.

The requested start date was Wednesday, 30 September 2020 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, 20-hour, 56-minute period from Wednesday, 16 September 2020 at 01:13 UTC to Tuesday, 29 September 2020 at 22:09 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:
[16] https://www.mercatus.org/publications/healthcare/covid-19-vaccine-administration-and-pharmacist-scope-practice-reform
[16] https://www.mercatus.org/bridge/podcasts/09212020/carolyn-sissoko-collateral-supply-effect-and-other-concerns-money-market
[8] https://www.domesticpolicycaucus.com/bank-fintech-collaboration
[7] https://www.mercatus.org/bridge/commentary/broaden-scope
[7] https://www.mercatus.org/bridge/podcasts/09172020/ideas-india-not-always-public-interest
[6] https://www.mercatus.org/bridge/commentary/human-cost-outdated-regulations
[6] https://www.mercatus.org/publications/urban-economics/state-fiscal-rankings
[5] https://www.nationalreview.com/2020/09/a-timely-defense-of-free-trade/
[5] https://www.mercatus.org/bridge/commentary/longed-values-gentler-times
[4] https://www.nationalreview.com/2020/09/regulatory-reform-can-drive-economic-recovery/

Top URLs in Tweet in G1:
[6] https://www.mercatus.org/bridge/podcasts/09172020/ideas-india-not-always-public-interest
[2] https://www.article-14.com/post/the-judicial-abrogation-of-rights-liberties-in-kashmir
[2] https://www.mercatus.org/bridge/commentary/economic-bottleneck-upon-us?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/commentary/familiar-siren-song?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/commentary/value-political-markets?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/commentary/revitalizing-small-businesses-post-pandemic-america?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/commentary/human-cost-outdated-regulations?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/podcasts/09142020/robin-harding-abenomics-and-japanification-monetary-policy?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/commentary/free-trade-trial-0?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/bridge/commentary/new-era-federal-reserve?utm_source=twitter&utm_medium=organic_link

Top URLs in Tweet in G2:
[5] https://www.nationalreview.com/2020/09/a-timely-defense-of-free-trade/
[4] https://thehill.com/opinion/finance/516915-new-fed-approach-takes-inflation-targeting-more-seriously?rnd=1600365727
[4] https://www.mercatus.org/publications/healthcare/scope-practice-laws
[3] https://nationalinterest.org/feature/real-deal-how-make-great-us-india-trade-agreement-169380
[3] https://audioboom.com/posts/7692137-bailing-out-the-airlines-is-old-fashioned-corporate-welfare-veroderugy-mercatus
[2] https://www.nationalreview.com/2020/09/regulatory-reform-can-drive-economic-recovery/
[2] https://www.mercatus.org/publications/government-spending/poor-americans-will-suffer-paid-leave-mandate?utm_source=twitter&utm_medium=organic_link
[2] https://www.mercatus.org/publications/trade/time-us-unilateral-trade-liberalization?utm_source=twitter&utm_medium=organic_link
[2] https://www.livemint.com/opinion/columns/the-best-way-to-vaccinate-most-indians-in-the-least-time-11600100665869.html
[2] https://www.forbes.com/sites/christinemcdaniel/2020/09/15/wto-ruling-underscores-impasse-the-plot-thickens/#3dffe463906c

Top URLs in Tweet in G3:
[2] https://www.businesswire.com/news/home/20200917005176/en/Online-Grocery-Sales-Projected-to-Reach-250B-by-2025-According-to-New-Research-From-Mercatus-and-Incisiv
[2] https://www.mercatus.org/bridge/commentary/put-job
[2] https://www.mercatus.org/bridge/commentary/make-it-easy-startups-sell-stock
[1] https://ppe.mercatus.org/publications/what-has-happened-economics
[1] https://www.mercatus.org/bridge/commentary/human-cost-outdated-regulations
[1] https://ppe.mercatus.org/essays/living-bibliography-works-hayek
[1] https://twitter.com/i/web/status/1306534274275766273
[1] https://www.mercatus.org/bridge/podcasts/02242020/paul-schmelzing-suprasecular-decline-global-real-interest-rates
[1] https://www.mercatus.org/publications/regulation/snapshot-occupational-licensing-regulation-midwest-and-mid-atlantic-states
[1] https://twitter.com/i/web/status/1306741087365603328

Top URLs in Tweet in G4:
[13] https://www.mercatus.org/publications/healthcare/covid-19-vaccine-administration-and-pharmacist-scope-practice-reform
[2] https://www.nationalreview.com/2020/09/regulatory-reform-can-drive-economic-recovery/
[2] https://twitter.com/akpolicyforum/status/1310658476243206146
[1] https://ppe.mercatus.org/podcast/2010/12/27/mises?utm_source=twitter&utm_medium=multimedia&utm_campaign=PPETweets
[1] https://www.mercatus.org/bridge/podcasts/09222020/brave-new-world?utm_source=twitter&utm_medium=multimedia&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/economics-not-statistics-and-vice-versa?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/ideas-and-interest-economic-analysis-regulation?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/what-has-happened-economics?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/bruce-yandle-and-art-economic-communication-0?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/podcasts/11072017/learning-history-reflections-100-year-anniversary-bolshevik-revolution?utm_source=twitter&utm_medium=multimedia&utm_campaign=PPETweets

Top URLs in Tweet in G5:
[14] https://www.mercatus.org/bridge/podcasts/09212020/carolyn-sissoko-collateral-supply-effect-and-other-concerns-money-market
[3] https://www.mercatus.org/bridge/podcasts/09072020/george-selgin-average-inflation-targeting-and-menace-fiscal-qe
[2] https://www.mercatus.org/bridge/podcasts/09282020/thorvald-grung-moe-life-marriner-eccles-and-his-lasting-macroeconomic
[1] https://directory.libsyn.com/episode/index/show/macromusings/id/16160762
[1] https://www.mercatus.org/bridge/podcasts/09142020/robin-harding-abenomics-and-japanification-monetary-policy
[1] https://directory.libsyn.com/episode/index/show/macromusings/id/16087331
[1] https://directory.libsyn.com/episode/index/show/macromusings/id/15995672

Top URLs in Tweet in G7:
[1] https://economics21.org/blahous-study-didnt-find-medicare-for-all-lowers-costs-two-trillion
[1] https://twitter.com/i/web/status/1307074074770845703

Top URLs in Tweet in G8:
[8] https://www.domesticpolicycaucus.com/bank-fintech-collaboration
[1] https://paper.li/EPEC16/1532748821?edition_id=9f226710-ff2b-11ea-9cfb-0cc47a0d1609
[1] https://paper.li/EPEC16/1532748821?edition_id=4b9ab970-f8e2-11ea-bfc8-0cc47a0d1609
[1] https://twitter.com/i/web/status/1306572534859657216
[1] https://paper.li/EPEC16/1532748821?edition_id=9fd72990-fa74-11ea-bfc8-0cc47a0d1609
[1] https://twitter.com/i/web/status/1307297315766628353
[1] https://paper.li/EPEC16/1532748821?edition_id=1f135820-fcd0-11ea-bfc8-0cc47a0d1609
[1] https://www.cato.org/events/need-humility-policymaking-lessons-regulatory-policy
[1] https://www.mercatus.org/bridge/commentary/woke-colleges-are-assembly-lines-conformity

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1306444224527609857
[1] https://twitter.com/katalin_pota/status/1306316675147591682
[1] https://www.mercatus.org/system/files/norcross-fiscal-rankings-2018-mercatus-research-v1.pdf

Top URLs in Tweet in G10:
[2] https://www.mercatus.org/publications/urban-economics/politics-redevelopment-planning-tysons-and-outcomes-10-years-later
[2] https://www.insidesources.com/the-curse-of-engagement-and-chinas-global-influence/
[1] https://www.libertarianism.org/podcasts/free-thoughts/zoning-ruins-everything?utm_content=140103958&utm_medium=social&utm_source=twitter&hss_channel=tw-354990034
[1] https://www.mercatus.org/system/files/Ikeda-Land-Use-Regulation.pdf
[1] https://ggwash.org/view/79080/tysons-substantial-park-requirements-challenge-walkability-goals
[1] https://www.mercatus.org/publications/covid-19-economic-recovery/policies-help-communities-recover-housing-restrictions
[1] https://twitter.com/i/web/status/1306578102949154816
[1] https://www.mercatus.org/publications/healthcare/covid-19-vaccine-administration-and-pharmacist-scope-practice-reform
[1] https://twitter.com/dwertime/status/1309153374240206851
[1] https://www.mercatus.org/publications/covid-19-economic-recovery/policies-help-communities-recover-economic-uncertainty

Top Domains
Top Domains in Tweet in Entire Graph:
[254] mercatus.org
[73] twitter.com
[10] mercatus.com
[10] thehill.com
[9] nationalreview.com
[9] economicblogs.org
[8] domesticpolicycaucus.com
[6] insidesources.com
[6] paper.li
[6] audioboom.com

Top Domains in Tweet in G1:
[45] mercatus.org
[2] article-14.com
[2] twitter.com
[2] turkishpolicy.com
[1] livemint.com
[1] uli.org

Top Domains in Tweet in G2:
[33] mercatus.org
[16] twitter.com
[9] thehill.com
[7] nationalreview.com
[6] audioboom.com
[5] creators.com
[4] washingtonexaminer.com
[4] alarabiya.net
[3] forbes.com
[3] nationalinterest.org

Top Domains in Tweet in G3:
[31] mercatus.org
[14] twitter.com
[9] economicblogs.org
[2] co.uk
[2] businesswire.com
[1] tommanatosjobs.com
[1] dagensvimmerby.se
[1] medium.com
[1] progressivegrocer.com
[1] nihon.link

Top Domains in Tweet in G4:
[36] mercatus.org
[3] twitter.com
[2] nationalreview.com
[1] wiley.com
[1] doi.org
[1] wtvr.com
[1] ssrn.com
[1] google.com

Top Domains in Tweet in G5:
[20] mercatus.org
[3] libsyn.com

Top Domains in Tweet in G7:
[1] economics21.org
[1] twitter.com

Top Domains in Tweet in G8:
[8] domesticpolicycaucus.com
[4] paper.li
[2] twitter.com
[1] cato.org
[1] mercatus.org

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

Top Domains in Tweet in G10:
[6] mercatus.org
[3] twitter.com
[2] insidesources.com
[1] libertarianism.org
[1] ggwash.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] mercatus
[12] covid19
[9] grocery
[9] retail
[8] fintech
[6] mascarillas
[6] higiénicas
[6] reutilizables
[6] ginsburg
[6] scalia



Top Hashtags in Tweet in G1:
[3] saudiarabia
[2] opec
[1] academictwitter
[1] econtwitter
[1] poliscitwitter
[1] oil
[1] russia
[1] lawschool
[1] supremecourt
[1] judicialreform

Top Hashtags in Tweet in G2:
[4] masonresearch
[2] trade
[2] healthcare
[2] covid19
[1] cancelculture
[1] china
[1] ginsburg
[1] scalia
[1] civility
[1] teampharmacist

Top Hashtags in Tweet in G3:
[4] covid19
[3] iemercatus
[3] coronavirus
[2] grocery
[2] bharatpages
[2] monogafas
[1] qanon2020
[1] näringsliv
[1] healthcare
[1] rahulisreading

Top Hashtags in Tweet in G4:
[4] covid19
[3] population
[2] regulation
[1] hayekprogrampodcast
[1] transparency
[1] trade
[1] healthcare
[1] regdata
[1] regulatoryreform
[1] tacklethetape

Top Hashtags in Tweet in G5:
[2] macromusings

Top Hashtags in Tweet in G8:
[8] fintech
[2] fintechloans
[2] credit
[2] scotus
[1] personalfinance
[1] fintechs
[1] banking
[1] vvs20
[1] india
[1] policyhumility

Top Hashtags in Tweet in G10:
[4] china
[2] tiktok
[2] cancelculture

Top Words
Top Words in Tweet in Entire Graph:
[328] mercatus
[191] india
[119] podcast
[113] ideas
[103] research
[101] srajagopalan
[92] talk
[87] market
[86] working
[83] job

Top Words in Tweet in G1:
[161] india
[93] podcast
[92] ideas
[87] srajagopalan
[70] talk
[68] market
[67] job
[67] candidates
[67] research
[66] invitation

Top Words in Tweet in G2:
[84] mercatus
[33] trade
[26] more
[23] senatorshoshana
[22] courtneyatlas
[21] paper
[21] mercatus_bridge
[19] states
[19] policy
[17] tariffs

Top Words in Tweet in G3:
[33] mercatus
[13] center
[11] trade
[8] sales
[8] free
[7] george
[7] mason
[7] online
[7] research
[7] policy

Top Words in Tweet in G4:
[33] mercatus
[25] regulatory
[19] hayekprogram
[17] peter
[16] paper
[14] boettke
[14] australian
[14] reform
[14] courtneyatlas
[13] journal

Top Words in Tweet in G5:
[20] csissoko
[12] podcast
[12] georgeselgin
[11] repo
[10] always
[10] find
[10] thoughtful
[10] well
[10] informed
[10] very

Top Words in Tweet in G6:
[44] right
[35] heritage
[33] mattbc
[23] mercatus
[22] professional
[22] federalist
[22] society
[22] aei
[22] cato
[22] list

Top Words in Tweet in G7:
[2] unos_dos_trey
[2] val314159
[2] hieronymusmcg
[2] serioussam26
[2] chholte
[2] kglaub
[2] jj93622848
[2] davede23
[2] healthcare

Top Words in Tweet in G8:
[15] mercatus
[10] credit
[9] borrowers
[8] #fintech
[6] diverse
[6] example
[6] catoinstitute
[6] fintechdiego
[6] toddzywicki
[5] history

Top Words in Tweet in G9:
[23] joebiden
[11] healthcare
[11] life
[10] know
[10] back
[10] track
[10] vote
[10] come
[9] vicstewartadams
[3] public

Top Words in Tweet in G10:
[10] mercatus
[9] weifengzhong
[7] zoning
[6] more
[5] research
[5] key
[5] letting
[5] happen
[5] amend
[5] allow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[100] ideas,india
[93] india,podcast
[74] invitation,job
[74] job,market
[74] market,candidates
[74] candidates,working
[74] working,india
[74] india,talk
[74] talk,research
[74] research,ideas

Top Word Pairs in Tweet in G1:
[88] ideas,india
[83] india,podcast
[66] invitation,job
[66] job,market
[66] market,candidates
[66] candidates,working
[66] working,india
[66] india,talk
[66] talk,research
[66] research,ideas

Top Word Pairs in Tweet in G2:
[22] courtneyatlas,mercatus
[12] united,states
[10] obsessed,paper
[10] paper,colleague
[10] colleague,queen
[10] queen,courtneyatlas
[10] mercatus,pharmacists
[10] pharmacists,broader
[10] senatorshoshana,courtneyatlas
[9] medical,supplies

Top Word Pairs in Tweet in G3:
[13] mercatus,center
[8] free,trade
[7] george,mason
[5] grocery,sales
[4] mason,university
[4] 21,total
[4] total,grocery
[4] center,george
[4] covid,19
[4] read,more

Top Word Pairs in Tweet in G4:
[14] peter,boettke
[14] courtneyatlas,mercatus
[12] regulatory,reform
[9] australian,journal
[9] journal,public
[9] political,economy
[7] volume,essays
[7] essays,edited
[7] edited,peter
[7] boettke,frederic

Top Word Pairs in Tweet in G5:
[10] always,find
[10] find,csissoko
[10] csissoko,thoughtful
[10] thoughtful,well
[10] well,informed
[10] informed,very
[10] very,pleased
[10] pleased,hear
[10] hear,share
[10] share,thoughts

Top Word Pairs in Tweet in G6:
[22] right,professional
[22] professional,right
[22] right,federalist
[22] federalist,society
[22] society,heritage
[22] heritage,mercatus
[22] mercatus,aei
[22] aei,cato
[22] cato,list
[22] list,goes

Top Word Pairs in Tweet in G7:
[2] unos_dos_trey,val314159
[2] val314159,hieronymusmcg
[2] hieronymusmcg,serioussam26
[2] serioussam26,chholte
[2] chholte,kglaub
[2] kglaub,jj93622848
[2] jj93622848,davede23

Top Word Pairs in Tweet in G8:
[7] #fintech,borrowers
[6] borrowers,diverse
[6] diverse,example
[6] fintechdiego,mercatus
[6] mercatus,toddzywicki
[5] consumerpal,mackinaccenter
[5] mackinaccenter,catoinstitute
[5] catoinstitute,catocmfa
[5] catocmfa,fintechdiego
[4] latest,ethics

Top Word Pairs in Tweet in G9:
[10] joebiden,know
[10] know,life
[10] life,back
[10] back,track
[10] track,joebiden
[10] joebiden,healthcare
[10] healthcare,vote
[10] vote,come
[9] vicstewartadams,joebiden
[2] mercatus,center

Top Word Pairs in Tweet in G10:
[5] key,letting
[5] letting,happen
[5] happen,amend
[5] amend,zoning
[5] zoning,allow
[5] allow,mixed
[5] mixed,use
[5] use,mid
[5] mid,rise
[5] rise,multifamily

Top Replied-To
Top Replied-To in Entire Graph:
@mercatus
@marshallrankin1
@pangyre
@clcampbell52
@yalesph
@srajagopalan
@jaminspeer
@jmhorp
@adamtebble
@peterboettke

Top Replied-To in G1:
@srajagopalan
@mercatus_bridge
@danrothschild

Top Replied-To in G2:
@mercatus
@pangyre
@yalesph
@senatorshoshana
@pharmacistmom5
@danielgriswold
@chrylis
@sloanesays
@courtneyatlas
@dawginexilenc

Top Replied-To in G4:
@conornomics
@eliseamezdroz
@caseybmulligan
@drdarcyallen

Top Replied-To in G5:
@dylanmatt

Top Replied-To in G7:
@med4all2020
@lacedaflyfellow

Top Replied-To in G8:
@sjhaeffele
@kichanova

Top Replied-To in G9:
@eaglesfan20201
@joebiden
@tuhard4u
@michael_dxtr

Top Replied-To in G10:
@mtgillikin
@eukaryote
@weifengzhong

Top Mentioned
Top Mentioned in Entire Graph:
@mercatus
@srajagopalan
@courtneyatlas
@anujbhuwania
@mattbc
@hayekprogram
@mercatus_bridge
@senatorshoshana
@csissoko
@davidbeckworth

Top Mentioned in G1:
@srajagopalan
@anujbhuwania
@mercatus_bridge
@mercatus
@omareconomics
@sudhanshusanwal
@itihaasnaama
@akamalnath
@judikende
@enterprise_nyc

Top Mentioned in G2:
@mercatus
@mercatus_bridge
@senatorshoshana
@courtneyatlas
@danielgriswold
@veroderugy
@srajagopalan
@tylercowen
@audioboom
@jamesbroughel

Top Mentioned in G3:
@merchantmechanx

Top Mentioned in G4:
@mercatus
@hayekprogram
@courtneyatlas
@econpatrick
@drdarcyallen
@ausjpa
@rmitbusres
@jamesbroughel
@amlane_au
@1armedeconomist

Top Mentioned in G5:
@csissoko
@davidbeckworth
@georgeselgin
@morganricks1
@catocmfa
@finstab
@robinbharding
@ft
@stanveuger
@philippasigl

Top Mentioned in G6:
@mattbc
@heritage

Top Mentioned in G7:
@unos_dos_trey
@val314159
@hieronymusmcg
@serioussam26
@chholte
@kglaub
@jj93622848
@davede23
@lmegaw
@karenlynne2828

Top Mentioned in G8:
@mercatus
@catoinstitute
@fintechdiego
@toddzywicki
@consumerpal
@mackinaccenter
@catocmfa
@georgemasonu
@sovnations
@newmidclass

Top Mentioned in G9:
@joebiden
@vicstewartadams
@thevisionex
@buzzpatterson
@keepamericafre4
@tedcruz
@moon__battery
@tomselliott

Top Mentioned in G10:
@weifengzhong
@mercatus
@mnolangray
@ebwhamilton
@insidesourcesdc
@craftypanda
@jamesbroughel
@larslarsonshow
@tcburrus
@arossp

Top Tweeters
Top Tweeters in Entire Graph:
@superalitita
@yoshiki7111
@biobio
@thehill
@chholte
@santchiweb
@kellyrek
@biasedgirl
@richardcalhoun
@friedrichhayek

Top Tweeters in G1:
@livemint
@grumpeoldman
@ruralindia
@tomdrabowicz
@geographile
@ieakwame
@moritheil
@d_s_thakur
@danhusain
@narayanrao12

Top Tweeters in G2:
@kellyrek
@biasedgirl
@saintrph
@senatorshoshana
@jtc002
@illinidiva12
@batchelorshow
@davebudge
@audioboom
@turrible_tao

Top Tweeters in G3:
@yoshiki7111
@bharatpages
@newsfrombw
@costrike
@tommanatosjobs
@patricialena8
@stephenpiment
@ggargiulo3
@bobj72
@kltblom

Top Tweeters in G4:
@nro
@drrueckauf
@rsi
@_eisenzopf
@rociotata
@smythekin
@_kheri_
@chrisberg
@andiregiu
@sincdavidson

Top Tweeters in G5:
@ft
@bosphiz
@pcribbett
@davidbeckworth
@pycondongle
@sunnytakeda
@georgeselgin
@norbertjmichel
@mike_sandifer
@csissoko

Top Tweeters in G6:
@daniellegembala
@tmcuseocuseo
@pinky_or_brain
@mrsdaig
@mamabook
@grollen
@unaimi
@heritage
@brad_burgen
@theamberadams

Top Tweeters in G7:
@chholte
@sallyalbright
@dmc0821
@sammy4justice96
@karenlynne2828
@hieronymusmcg
@canarsiebel
@andrewkaplan35
@unos_dos_trey
@davede23

Top Tweeters in G8:
@santchiweb
@gennadijn
@catoinstitute
@frcdc
@kichanova
@georgemasonu
@ceidotorg
@ayzman
@mackinaccenter
@jberlau

Top Tweeters in G9:
@luvthmgators
@buzzpatterson
@vicstewartadams
@tomselliott
@tedcruz
@tokingalex
@greenleaffelin
@hondo_beyondo
@mosaicmind2
@keepamericafre4

Top Tweeters in G10:
@npr
@kfnx_headlines
@anntensity
@anncoulter
@krash63
@larslarsonshow
@pantslesstim
@mehopeleigh
@rowangingeraven
@mnolangray