mercatus, Twitter, 12/19/2019 4:06:39 PM, 219185


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mercatus_2019-12-18_16-12-31.xlsx
mercatus_2019-12-18_16-12-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2019
Short Description:
mercatus via NodeXL http://bit.ly/35K9Lt2
@mercatus
@davidbeckworth
@petebuttigieg
@kristaachavez
@annethewriter1
@sameedesai
@hayekprogram
@yeagerleland
@berniesanders
@eliseamezdroz

Top hashtags:
#mercatus
#medicareforall
#singlepayer
#kochnetwork
#economics

Description:
Description
The graph represents a network of 873 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 Thursday, 19 December 2019 at 00:12 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 52-minute period from Wednesday, 04 December 2019 at 02:01 UTC to Wednesday, 18 December 2019 at 00:53 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 : 873
Unique Edges : 1090
Edges With Duplicates : 484
Total Edges : 1574
Number of Edge Types : 3
Mentions : 1197
Replies to : 178
Tweet : 199
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.0448430493273543
Reciprocated Edge Ratio : 0.0858369098712446
Connected Components : 114
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 387
Maximum Edges in a Connected Component : 911
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.854015
Graph Density : 0.00153036560631378
Modularity : 0.643453
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 873 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 Thursday, 19 December 2019 at 00:12 UTC.

The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 52-minute period from Wednesday, 04 December 2019 at 02:01 UTC to Wednesday, 18 December 2019 at 00:53 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:
[12] https://www.peoplespolicyproject.org/2018/07/30/mercatus-study-finds-medicare-for-all-saves-2-trillion/
[8] https://link.medium.com/oK1Um3ke91
[6] https://www.mercatus.org/bridge/commentary/trump%E2%80%99s-trade-policy-has-produced-damaging-tariffs-little-else
[6] https://www.mercatus.org/bridge/commentary/new-research-delivery-system-innovation-and-medicaid-expansion?utm_source=twitter&utm_medium=organic_link&utm_name=healthcare
[5] https://www.mercatus.org/system/files/blahous-costs-medicare-mercatus-working-paper-v1_1.pdf
[5] https://www.mercatus.org/bridge/podcasts/12092019/jim-bianco-negative-interest-rates-low-inflation-and-yield-curve-expansion
[5] https://www.ocregister.com/2019/09/30/assembly-bill-5-is-bad-for-uber-and-lyft-but-it-will-be-worse-for-workers/
[5] https://www.facebook.com/CardinalInstitute/videos/2506801189419119/?__tn__=kCH-R&eid=ARB4ToSU7RL741eKWiJrLy-Hfj2IXL-ErxL4PjnaVTU2myLkepcERpWf2fHnfkK6Iaam51SpJQu641qy&hc_ref=ARTjqIYTHs5F9btCEjFM9miDMwF9tqNnP9cHUOaZqpg_JO78CK2Lr0P_xu6DGmobbUU&__xts__[0]=68.ARCDwwp0Vqt3yVUyUcy3IZ0OtPRpcyDB1PfDD8Mc4ZpORM5NV2onV1Hhq00LilOQalZyZb2L7tBZPj_L7wQ18_GVSPJHjxMnuqiKskVAbOhFG8y1i8klls-uUmQmmz46iifYfS2y9aseyK3s2nvGTS-cxFdQcYo3wkUAscq5Z4LdLIaKp4LwvNyG-id71EF0EMzLZ6QXsq1jnjo4RallNxOpZV5b68JexkAf0gJH4raJbxBLG-1lAYYRnhDpEfv3o7aiizwJ41C_NoJL_B5pPAIJmHecydtDWKV_U61o1AezrDBCgv-tTqQqwouGIvrHgizwOVLbhc2KOttnpYaxELO08ZWQtJiWP06zv1RrRU6McAG-7vT0pYisXurb3BX77eJnipK0tYDSW85j7BCH4VNedRWkSEsJ8RNxXkZPBH7hTi8Mq8sydPx_J8o59lIsiNLK3RS9bCbu-9F8ZCVMDyu4TXyOFMbrp8Qij1VqXTQ96WDAYovnJJ5p1RcIlzKZYSBjcrbI
[5] https://www.mercatus.org/bridge/commentary/state-data-privacy-laws-may-well-be-unconstitutional
[4] https://www.mercatus.org/publications/regulation/quantifying-regulation-us-states

Top URLs in Tweet in G1:
[8] https://link.medium.com/oK1Um3ke91
[6] https://www.mercatus.org/bridge/commentary/new-research-delivery-system-innovation-and-medicaid-expansion?utm_source=twitter&utm_medium=organic_link&utm_name=healthcare
[5] https://www.facebook.com/CardinalInstitute/videos/2506801189419119/?__tn__=kCH-R&eid=ARB4ToSU7RL741eKWiJrLy-Hfj2IXL-ErxL4PjnaVTU2myLkepcERpWf2fHnfkK6Iaam51SpJQu641qy&hc_ref=ARTjqIYTHs5F9btCEjFM9miDMwF9tqNnP9cHUOaZqpg_JO78CK2Lr0P_xu6DGmobbUU&__xts__[0]=68.ARCDwwp0Vqt3yVUyUcy3IZ0OtPRpcyDB1PfDD8Mc4ZpORM5NV2onV1Hhq00LilOQalZyZb2L7tBZPj_L7wQ18_GVSPJHjxMnuqiKskVAbOhFG8y1i8klls-uUmQmmz46iifYfS2y9aseyK3s2nvGTS-cxFdQcYo3wkUAscq5Z4LdLIaKp4LwvNyG-id71EF0EMzLZ6QXsq1jnjo4RallNxOpZV5b68JexkAf0gJH4raJbxBLG-1lAYYRnhDpEfv3o7aiizwJ41C_NoJL_B5pPAIJmHecydtDWKV_U61o1AezrDBCgv-tTqQqwouGIvrHgizwOVLbhc2KOttnpYaxELO08ZWQtJiWP06zv1RrRU6McAG-7vT0pYisXurb3BX77eJnipK0tYDSW85j7BCH4VNedRWkSEsJ8RNxXkZPBH7hTi8Mq8sydPx_J8o59lIsiNLK3RS9bCbu-9F8ZCVMDyu4TXyOFMbrp8Qij1VqXTQ96WDAYovnJJ5p1RcIlzKZYSBjcrbI
[3] https://www.mercatus.org/bridge/commentary/trump%E2%80%99s-trade-policy-has-produced-damaging-tariffs-little-else?utm_source=twitter&utm_medium=organic_link&utm_name=trade_and_immigration
[3] https://www.mercatus.org/bridge/commentary/warrens-wealth-tax-only-makes-sense-if-american-dream-dead?utm_source=twitter&utm_medium=organic_link&utm_name=government_spending
[3] https://www.mercatus.org/bridge/commentary/12-economists-christmas-adam-smith?utm_source=twitter&utm_medium=organic_link&utm_name=general
[3] https://economics21.org/why-congress-must-fix-multiemployer-pensions
[3] https://www.mercatus.org/bridge/commentary/12-economists-christmas-carl-menger?utm_source=twitter&utm_medium=organic_link&utm_name=general
[3] https://thehill.com/opinion/finance/474394-the-pitfalls-of-the-social-cost-of-carbon
[3] https://link.medium.com/8B9MGXUxi2

Top URLs in Tweet in G2:
[5] https://www.ocregister.com/2019/09/30/assembly-bill-5-is-bad-for-uber-and-lyft-but-it-will-be-worse-for-workers/
[4] https://www.mercatus.org/bridge/commentary/state-data-privacy-laws-may-well-be-unconstitutional
[3] https://www.mercatus.org/bridge/commentary/trumps-phase-1-deal-china-promotes-us-exports-wrong-way
[3] https://www.mercatus.org/bridge/commentary/california%E2%80%99s-assembly-bill-5-shows-how-good-intentions-can-lead-bad-consequences
[3] https://fee.org/articles/new-california-ballot-initiative-is-just-more-favoritism/
[2] https://csgs.kcl.ac.uk/podcast/self-governing-social-orders-economic-methods-and-academic-women-a-roundtable-discussion/
[2] https://www.mercatus.org/bridge/commentary/clipped-wings-how-excessive-red-tape-holds-back-drone-industry
[2] https://www.youtube.com/watch?v=ddWuOQXrsYg&feature=youtu.be

[2] https://www.mercatus.org/bridge/commentary/trump%E2%80%99s-trade-policy-has-produced-damaging-tariffs-little-else
[2] http://www.ocregister.com/

Top URLs in Tweet in G3:
[2] https://www.peoplespolicyproject.org/2018/07/30/mercatus-study-finds-medicare-for-all-saves-2-trillion/
[1] https://twitter.com/i/web/status/1205244414823731200
[1] https://www.mercatus.org/bridge/commentary/pacing-problem-and-future-technology-regulation

Top URLs in Tweet in G4:
[2] https://www.mercatus.org/bridge/podcasts/12162019/george-selgin-repo-market-stress-fed-balance-sheet-volatility-and-standing
[2] https://www.mercatus.org/bridge/podcasts/12022019/claudia-sahm-sahm-rule-and-using-big-data-inform-policymaking
[1] https://onlinelibrary.wiley.com/doi/abs/10.1111/jmcb.12602?cookieSet=1
[1] https://www.sciencedirect.com/science/article/pii/S0165188916300665
[1] https://www.mercatus.org/system/files/beckworth-ngdp-targeting-mercatus-special-study-v2.pdf
[1] https://www.mercatus.org/bridge/podcasts/05282019/great-inflation-its-history-and-its-legacy
[1] https://www.mercatus.org/bridge/podcasts/10172019/srinivas-thiruvadanthai-sectoral-financial-balance-approach-macroeconomics
[1] https://www.mercatus.org/bridge/podcasts/12092019/jim-bianco-negative-interest-rates-low-inflation-and-yield-curve-expansion
[1] https://donate.mercatus.org/eoy-2019-don-video/?wvideo=yfme9us20t&wemail=jdorn%40cato.org
[1] https://www.mercatus.org/bridge/podcasts/11252019/carola-binder-political-pressure-and-twin-deficits-central-banking

Top URLs in Tweet in G5:
[3] https://www.mercatus.org/bridge/commentary/trump%E2%80%99s-trade-policy-has-produced-damaging-tariffs-little-else
[2] https://ppe.mercatus.org/publications/do-markets-corrupt-our-morals
[2] https://www.mercatus.org/bridge/commentary/how-many-lives-are-lost-due-precautionary-principle
[2] https://www.mercatus.org/bridge/podcasts/12092019/jim-bianco-negative-interest-rates-low-inflation-and-yield-curve-expansion
[1] https://www.mercatus.org/publications/regulation/economic-situation-december-2019
[1] https://newworldeconomics.com/new-book-proves-that-the-u-s-can-have-better-healthcare-at-one-quarter-the-price/
[1] https://twitter.com/mercatus/status/1202220007385645057
[1] https://www.businesswire.com/news/home/20191203005247/en/Mercatus-Partners-Point-Pickup-Offer-Reliable-Last-Mile#.XegASLai6iI.twitter
[1] https://twitter.com/mercatus/status/1202386856740052992
[1] https://www.mercatus.org/bridge/commentary/12-economists-christmas-adam-smith

Top URLs in Tweet in G6:
[4] https://www.mercatus.org/system/files/blahous-costs-medicare-mercatus-working-paper-v1_1.pdf
[3] https://www.peoplespolicyproject.org/2018/07/30/mercatus-study-finds-medicare-for-all-saves-2-trillion/
[1] https://www.mercatus.org/publications/government-spending/costs-national-single-payer-healthcare-system
[1] https://twitter.com/i/web/status/1204933101845172224
[1] https://twitter.com/i/web/status/1204540844809891846
[1] https://twitter.com/i/web/status/1204555397211860996
[1] https://twitter.com/i/web/status/1204555530246721537
[1] https://twitter.com/i/web/status/1204559277500882944
[1] https://twitter.com/i/web/status/1204559423684915202
[1] https://twitter.com/i/web/status/1204826633867280386

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1205297562489511936
[1] https://www.mercatus.org/j-w-verret
[1] https://www.mercatus.org/people/j-w-verret
[1] https://twitter.com/i/web/status/1112739375798980614
[1] https://www.ineteconomics.org/perspectives/blog/meet-the-economist-behind-the-one-percents-stealth-takeover-of-america#.Ww94i7I6VqY.facebook

Top URLs in Tweet in G8:
[1] https://www.who.int/health_financing/topics/pooling/en/
[1] https://www.jacobinmag.com/2018/07/medicare-for-all-mercatus-center-report
[1] https://www.peri.umass.edu/reviewer-assessments-of-economic-analysis-of-medicare-for-all
[1] https://twitter.com/i/web/status/1203687287395160075
[1] https://twitter.com/i/web/status/1203555947244863488
[1] https://twitter.com/i/web/status/1203686342720413697
[1] https://twitter.com/i/web/status/1203747383525462016
[1] https://twitter.com/i/web/status/1204279729190256645
[1] https://twitter.com/i/web/status/1204403970392936448
[1] https://twitter.com/i/web/status/1204799373428842497

Top URLs in Tweet in G9:
[2] https://ppe.mercatus.org/publications/adam-smith-freedom?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/podcasts/01292019/reflections-hayek-program-peter-boettke-and-chris-coyne?utm_source=twitter&utm_medium=multimedia&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/challenging-institutional-analysis-and-development-bloomington-school?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://soundcloud.com/hayekprogrampodcast/michael-munger-on-the-future-of-the-sharing-economy-and-universal-basic-income?utm_source=twitter&utm_medium=multimedia&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/institutional-design-social-norms-and-feasibility-issue?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/expanding-water-markets-western-united-states?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/economic-uncertainty-courts-and-rule-law?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://ppe.mercatus.org/publications/geopolitics-and-asias-little-divergence?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets
[1] https://twitter.com/i/web/status/1204041866905358338
[1] https://ppe.mercatus.org/publications/interjurisdictional-competition-and-married-womens-property-acts?utm_source=twitter&utm_medium=research&utm_campaign=PPETweets

Top URLs in Tweet in G10:
[5] https://www.peoplespolicyproject.org/2018/07/30/mercatus-study-finds-medicare-for-all-saves-2-trillion/
[1] https://twitter.com/i/web/status/1206339600257449984
[1] https://twitter.com/i/web/status/1206339277929320449
[1] https://www.mercatus.org/publications/government-spending/costs-national-single-payer-healthcare-system

Top Domains
Top Domains in Tweet in Entire Graph:
[194] mercatus.org
[123] twitter.com
[15] medium.com
[12] peoplespolicyproject.org
[8] thehill.com
[7] ocregister.com
[5] facebook.com
[5] mercatus.com
[5] youtube.com
[5] creators.com

Top Domains in Tweet in G1:
[45] mercatus.org
[14] twitter.com
[12] medium.com
[8] thehill.com
[5] creators.com
[5] facebook.com
[4] washingtonexaminer.com
[3] livemint.com
[3] economics21.org
[3] aier.org

Top Domains in Tweet in G2:
[46] mercatus.org
[23] twitter.com
[7] ocregister.com
[5] youtube.com
[3] fee.org
[2] ac.uk
[2] springer.com
[1] idahostatesman.com
[1] quantgov.org
[1] insidesources.com

Top Domains in Tweet in G3:
[2] peoplespolicyproject.org
[1] twitter.com
[1] mercatus.org

Top Domains in Tweet in G4:
[10] mercatus.org
[1] wiley.com
[1] sciencedirect.com

Top Domains in Tweet in G5:
[22] mercatus.org
[14] twitter.com
[4] economicblogs.org
[3] drimble.nl
[2] medium.com
[1] newworldeconomics.com
[1] businesswire.com
[1] foodlogistics.com
[1] economicpolicyjournal.com
[1] finanz.dk

Top Domains in Tweet in G6:
[12] twitter.com
[6] mercatus.org
[3] peoplespolicyproject.org
[1] apnews.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] mercatus.org
[1] ineteconomics.org

Top Domains in Tweet in G8:
[8] twitter.com
[1] who.int
[1] jacobinmag.com
[1] umass.edu

Top Domains in Tweet in G9:
[19] mercatus.org
[3] twitter.com
[1] soundcloud.com

Top Domains in Tweet in G10:
[5] peoplespolicyproject.org
[2] twitter.com
[1] mercatus.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] mercatus
[24] medicareforall
[16] singlepayer
[15] kochnetwork
[13] economics
[10] ge2019
[9] policy
[8] westvirginia
[8] occupationallicensing
[6] navidad



Top Hashtags in Tweet in G1:
[8] westvirginia
[8] occupationallicensing
[6] policy
[5] csor
[3] trade
[2] bastiat
[2] openskies
[2] masonresearch
[1] research
[1] licensing

Top Hashtags in Tweet in G2:
[13] economics
[13] mercatus
[6] econlog
[5] podcast
[5] avs
[4] dataprivacy
[3] polycentric
[3] policy
[2] governance
[2] alecinaz

Top Hashtags in Tweet in G4:
[6] macromusings
[1] corpgov

Top Hashtags in Tweet in G5:
[4] mercatus
[1] us
[1] cdnpoli
[1] grocers
[1] ecommerce
[1] lastmile
[1] delivery
[1] drone
[1] uav
[1] rolltide

Top Hashtags in Tweet in G7:
[15] kochnetwork

Top Hashtags in Tweet in G9:
[3] market
[3] sharingeconomy
[3] ubi
[2] freedom
[2] bastiat
[1] hayek
[1] governance
[1] property
[1] development

Top Hashtags in Tweet in G10:
[23] medicareforall
[16] singlepayer
[2] medicare4all
[1] m4a

Top Words
Top Words in Tweet in Entire Graph:
[595] Words in Sentiment List#1: Positive
[360] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16665] Non-categorized Words
[17620] Total Words
[315] mercatus
[83] study
[64] center
[54] more
[50] state

Top Words in Tweet in G1:
[104] mercatus
[26] christmas
[24] today
[23] more
[22] state
[21] wealth
[21] dr
[21] timmons
[19] csor_sfu
[19] cardinalwv

Top Words in Tweet in G2:
[55] mercatus
[18] policy
[18] technology
[17] read
[17] paper
[15] more
[15] face
[15] change
[14] ak_parsons2
[14] healthcare

Top Words in Tweet in G3:
[5] petebuttigieg
[4] mercatus
[3] m4a
[3] andrewyang
[2] medicare
[2] 2t
[2] 32t
[2] seriously
[2] cheaper
[2] very

Top Words in Tweet in G4:
[40] repo
[37] davidbeckworth
[26] week
[23] time
[21] folks
[20] year
[20] potentially
[20] exciting
[20] things
[20] happen

Top Words in Tweet in G5:
[18] mercatus
[7] center
[6] market
[5] policy
[4] trump
[4] trade
[4] regulatory
[4] lives
[4] repo
[4] #mercatus

Top Words in Tweet in G6:
[23] berniesanders
[11] libertylycan
[10] danmt1010
[9] study
[6] costs
[6] mercatus
[6] medicare
[4] trillion
[3] koch
[3] brothers

Top Words in Tweet in G7:
[28] law
[19] tentoads4truth
[15] verret
[15] serves
[15] interests
[15] #kochnetwork
[15] associate
[15] professor
[15] antonin
[13] mercatus

Top Words in Tweet in G8:
[11] m4a
[10] mercatus
[8] study
[7] peri
[5] found
[5] center
[4] yshi2020
[4] rayyvanaa
[4] cenkuygur
[4] repjayapal

Top Words in Tweet in G9:
[22] century
[21] hayekprogram
[13] rights
[12] mercatus
[12] legal
[11] early
[11] 19th
[11] america
[11] married
[11] women's

Top Words in Tweet in G10:
[38] study
[23] #medicareforall
[16] #singlepayer
[16] save
[16] lives
[16] everyone
[14] cdbrzezinski
[12] redowldr
[12] drdooleymd
[12] confirms

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] mercatus,center
[25] scalia,law
[20] repo,week
[20] week,folks
[20] folks,time
[20] time,year
[20] year,potentially
[20] potentially,exciting
[20] exciting,things
[20] things,happen

Top Word Pairs in Tweet in G1:
[13] dr,timmons
[13] daron,acemoglu
[12] csor_sfu,cardinalwv
[12] acemoglu,struggle
[12] struggle,between
[11] between,state
[11] state,society
[11] society,ep
[11] ep,81
[11] 81,mercatus

Top Word Pairs in Tweet in G2:
[14] face,healthcare
[9] enorcross,mercatus
[8] golden,rice
[7] opportunity,interview
[7] interview,robert_grayboyes
[7] robert_grayboyes,mercatus
[7] mercatus,technology
[7] technology,changing
[7] changing,face
[7] wondering,technology

Top Word Pairs in Tweet in G4:
[20] repo,week
[20] week,folks
[20] folks,time
[20] time,year
[20] year,potentially
[20] potentially,exciting
[20] exciting,things
[20] things,happen
[20] happen,repo
[20] repo,crazy

Top Word Pairs in Tweet in G5:
[7] mercatus,center
[3] 12,economists
[3] economists,christmas
[3] trump,trade
[3] trade,policy
[3] policy,produced
[3] produced,damaging
[3] damaging,tariffs
[3] tariffs,little
[3] many,lives

Top Word Pairs in Tweet in G6:
[10] libertylycan,berniesanders
[9] danmt1010,libertylycan
[3] koch,brothers
[3] lower,costs
[3] several,different
[2] think,tank
[2] trillion,over
[2] over,course
[2] overall,costs
[2] jason_reejer,berniesanders

Top Word Pairs in Tweet in G7:
[15] verret,serves
[15] serves,interests
[15] interests,#kochnetwork
[15] #kochnetwork,associate
[15] associate,law
[15] law,professor
[15] professor,antonin
[11] antonin,scalia
[11] scalia,law
[10] newsweek,verret

Top Word Pairs in Tweet in G8:
[5] mercatus,center
[4] yshi2020,rayyvanaa
[4] rayyvanaa,cenkuygur
[4] m4a,saves
[3] mercatus,study
[3] peri,study
[3] study,found
[3] found,m4a
[3] saves,1t
[3] over,10

Top Word Pairs in Tweet in G9:
[11] early,19th
[11] 19th,century
[11] century,america
[11] america,married
[11] married,women's
[11] women's,legal
[11] legal,ownership
[11] ownership,rights
[11] rights,severely
[11] severely,limited

Top Word Pairs in Tweet in G10:
[19] study,study
[16] save,lives
[16] lives,everyone
[12] redowldr,drdooleymd
[12] drdooleymd,study
[12] study,confirms
[12] confirms,#singlepayer
[12] #singlepayer,#medicareforall
[12] #medicareforall,save
[11] cdbrzezinski,redowldr

Top Replied-To
Top Replied-To in Entire Graph:
@danmt1010
@enorcross
@mercatus
@jamesbroughel
@yshi2020
@kingfish_the
@hwatkins94
@washingtonpost
@catrathustra
@carlbeijer

Top Replied-To in G1:
@mercatus
@cardinalwv
@mertcansahinn
@jecrepublicans
@wildgoo60453753

Top Replied-To in G2:
@enorcross
@jamesbroughel
@catrathustra
@eliseamezdroz
@ak_parsons2
@ericboehm87
@naamamarom
@mucha_carlos
@ask_ourself
@mercatus

Top Replied-To in G3:
@mattbruenig
@chipotlepepper
@dottiechauncy
@kmfdm_kid2000
@rowena_lia
@stuart_deluxe
@roguenewcomer
@ezraklein

Top Replied-To in G4:
@t0nyyates

Top Replied-To in G6:
@danmt1010
@thomb01
@yzokaie
@tennesseemiles
@buenasbicicleta
@lovemyrays
@swallowyerpride
@bigc1736
@berniesanders
@libertylycan

Top Replied-To in G7:
@br7ndon
@josh00232
@c_schwaber
@jenjavitis
@msnbc
@newsweek
@nwalkup96
@tentoads4truth

Top Replied-To in G8:
@yshi2020
@noteamsindy
@cf42850830
@ealeygregory
@thedianabeckman
@liz_wheeler
@politikx

Top Replied-To in G10:
@washingtonpost
@neeratanden
@daveell57279091
@nationalnurses
@redowldr

Top Mentioned
Top Mentioned in Entire Graph:
@mercatus
@davidbeckworth
@hayekprogram
@berniesanders
@csor_sfu
@tentoads4truth
@ak_parsons2
@cdbrzezinski
@econ_marshall
@cardinalwv

Top Mentioned in G1:
@mercatus
@csor_sfu
@cardinalwv
@huffmanje
@veroderugy
@jeffjmason
@tfasorg
@catoinstitute
@hayekprogram
@andresdguilarte

Top Mentioned in G2:
@mercatus
@ak_parsons2
@alec_states
@annelhobson
@whatthehayek
@neil_chilson
@csgskcl
@jmurtazashvili
@jrhuddles

Top Mentioned in G3:
@petebuttigieg
@andrewyang
@joebiden
@neeratanden
@dataprogress
@legaleagle48
@nniicc_
@adamwren
@chrislhayes
@donaltc

Top Mentioned in G4:
@davidbeckworth
@cconces
@claudia_sahm
@jp_koning
@mercatus
@macrowenick
@profpadfield
@t0nyyates
@1954swilliamson
@teasri

Top Mentioned in G5:
@oktobesad

Top Mentioned in G6:
@berniesanders
@libertylycan
@jason_reejer
@cardsfan42
@letitburnusa
@rubenc1525
@jimbaur
@trontonic
@marygod76284915
@tddybrrr

Top Mentioned in G7:
@tentoads4truth
@newsweek
@msnbc
@putinsclown
@chrislhayes
@aoc
@totallynotabird
@maddow
@librarygary
@awjedwards

Top Mentioned in G8:
@rayyvanaa
@cenkuygur
@repjayapal
@cnbc
@johnjharwood
@sehzadesoroush
@wendellpotter
@pnhp
@nationalnurses
@donberwick

Top Mentioned in G9:
@hayekprogram
@mercatus
@dukepolisci
@mungowitz
@peterboettke
@chrishudsonjr
@ccoyne1
@vstorr
@vladtarko

Top Mentioned in G10:
@cdbrzezinski
@drdooleymd
@redowldr
@neeratanden
@rmgg5553
@andrewperezdc

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@lovetogive2
@omen_syria
@nembotavy_0101
@nofascistlies
@kellyrek
@foxnews
@cotey_mary
@bernieupstateny
@washingtonpost

Top Tweeters in G1:
@foxnews
@invisiblehand78
@tgbed8v8
@batchelorshow
@audioboom
@brookingsinst
@catoinstitute
@manhattaninst
@snakebitejones
@smarick

Top Tweeters in G2:
@kellyrek
@euwatchers
@profmdwhite
@smartecocity
@ed__doc
@misterchambo
@modeledbehavior
@danielnavassund
@wsjopinion
@adamscrabble

Top Tweeters in G3:
@abc
@cnn
@cbsnews
@npr
@mehdirhasan
@jvgraz
@legaleagle48
@pbs
@pigguface
@corybooker

Top Tweeters in G4:
@pdacosta
@lldzne
@torrasluis
@paulbfagan
@bluelantern92
@edwardnh
@timgoldfinch
@t0nyyates
@ryahanson
@teasri

Top Tweeters in G5:
@bigdru
@deceitindrugs
@_huizenmarkt
@davebudge
@dronenewsfeed
@_urk_nopolder
@deshellenberger
@scottadams4321
@rainmakerota
@1sfreedom

Top Tweeters in G6:
@letitburnusa
@houtxpensfan
@tennesseemiles
@marygod76284915
@berniesanders
@redacte16735326
@cdeorum
@libertylycan
@thomb01
@bigc1736

Top Tweeters in G7:
@lovetogive2
@omen_syria
@cotey_mary
@newsweek
@cruellaisdevine
@odoylecharlotte
@drseid
@msnbc
@faobobindc
@norberta36

Top Tweeters in G8:
@cnbc
@ealeygregory
@johnjharwood
@walkerbragman
@liz_wheeler
@nationalnurses
@cenkuygur
@cookiesrusus
@sehzadesoroush
@noteamsindy

Top Tweeters in G9:
@nembotavy_0101
@godivaciones
@rociotata
@chrishudsonjr
@camilomgn
@thinknomics
@sincdavidson
@mungowitz
@edu_amagi
@hicksian_2012

Top Tweeters in G10:
@washingtonpost
@oteachjohn
@woobietuesday
@kshaw58
@paladinette
@rmgg5553
@neeratanden
@cdbrzezinski
@euroyankeeblog
@lucybball


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