Propublica, Twitter, 7/1/2022 1:46:48 PM, 278862


FAQ | Problem?

Propublica_2022-07-01_06-05-14.xlsx
Propublica_2022-07-01_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 01, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3bJA36f
@propublica
@hvogell
@ericgarland
@wildpalmsltd
@charlesornstein
@resisterforever
@sommerclub
@jnsqxelle
@no2hitting
@doctorow

Top hashtags:
#gop
#maga
#onev1
#demvoice1
#resistanceunited
#wtpblue
#republicans
#autopilot

Description:
Description
The graph represents a network of 6,883 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 July 2022 at 13:12 UTC.

The requested start date was Friday, 01 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 3-day, 23-hour, 16-minute period from Sunday, 26 June 2022 at 20:16 UTC to Thursday, 30 June 2022 at 19:32 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 : 6883
Unique Edges : 4209
Edges With Duplicates : 14360
Total Edges : 18569
Number of Edge Types : 5
Retweet : 5464
MentionsInRetweet : 7393
Tweet : 1115
Replies to : 823
Mentions : 3774
Self-Loops : 1162
Reciprocated Vertex Pair Ratio : 0.0117913832199546
Reciprocated Edge Ratio : 0.023307933662035
Connected Components : 828
Single-Vertex Connected Components : 523
Maximum Vertices in a Connected Component : 5219
Maximum Edges in a Connected Component : 16360
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.690053
Graph Density : 0.000188394024540116
Modularity : 0.419609
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,883 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 July 2022 at 13:12 UTC.

The requested start date was Friday, 01 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 3-day, 23-hour, 16-minute period from Sunday, 26 June 2022 at 20:16 UTC to Thursday, 30 June 2022 at 19:32 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 : Propublica
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:
[238] https://www.propublica.org/article/idaho-crt-boise-state-university
[117] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[84] https://www.propublica.org/article/pollution-kentucky-westlake-chemical-cancer
[71] https://www.propublica.org/article/historic-preservation-enslaved-sites
[52] https://www.propublica.org/article/national-debt-trump
[51] https://www.propublica.org/article/when-private-equity-becomes-your-landlord
[45] https://www.propublica.org/article/cherokee-county-school-board-elections
[40] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance
[36] https://www.propublica.org/article/gulf-coast-restoration-fund-mississippi-jobs
[33] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale

Top URLs in Tweet in G1:
[19] https://www.propublica.org/article/historic-preservation-enslaved-sites
[14] https://trib.al/GFIABzM
[14] https://www.propublica.org/article/idaho-crt-boise-state-university
[11] https://twitter.com/hvogell/status/1541559860185243648
[7] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[7] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[6] https://www.propublica.org/article/pollution-kentucky-westlake-chemical-cancer
[5] https://www.propublica.org/article/cherokee-county-school-board-elections
[4] https://trib.al/PNEhJ7i
[4] https://www.propublica.org/article/white-hate-group-campaign-of-menace-rise-above-movement

Top URLs in Tweet in G2:
[18] https://www.propublica.org/article/when-private-equity-becomes-your-landlord
[3] https://twitter.com/hvogell/status/1541559860185243648
[3] https://www.propublica.org/article/idaho-crt-boise-state-university
[2] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too/amp
[2] https://www.propublica.org/article/cherokee-county-school-board-elections?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://twitter.com/propublica/status/1541331335931129857
[1] https://twitter.com/propublica/status/1542088248977145857
[1] https://www.propublica.org/article/nothing-protects-black-women-from-dying-in-pregnancy-and-childbirth
[1] https://www.propublica.org/series/lost-mothers
[1] https://twitter.com/propublica/status/1541588470510010368

Top URLs in Tweet in G3:
[40] https://www.propublica.org/article/idaho-crt-boise-state-university
[13] https://www.propublica.org/article/pollution-kentucky-westlake-chemical-cancer
[6] https://www.propublica.org/article/historic-preservation-enslaved-sites
[6] https://www.propublica.org/article/generators-carbon-monoxide-deaths-congress-investigation
[5] https://www.propublica.org/article/how-we-fight-back-when-officials-resist-releasing-information-you-have-a-right-to-know
[5] https://twitter.com/i/spaces/1eaKbNzYbZRKX
[4] https://www.propublica.org/article/gulf-coast-restoration-fund-mississippi-jobs
[4] https://www.propublica.org/getinvolved/help-us-learn-about-sheltered-workshops-in-missouri
[3] https://trib.al/GFIABzM
[3] https://statecriminal.com/

Top URLs in Tweet in G4:
[100] https://www.propublica.org/article/idaho-crt-boise-state-university
[65] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[22] https://www.propublica.org/article/historic-preservation-enslaved-sites
[20] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance
[18] https://www.propublica.org/article/pollution-kentucky-westlake-chemical-cancer
[18] https://www.propublica.org/article/when-private-equity-becomes-your-landlord
[16] https://www.propublica.org/article/ocean-freight-shipping-costs-inflation
[14] https://www.propublica.org/article/cherokee-county-school-board-elections
[13] https://twitter.com/propublica/status/1541286764706496531
[11] https://www.propublica.org/article/gulf-coast-restoration-fund-mississippi-jobs

Top URLs in Tweet in G5:
[7] https://projects.propublica.org/represent/members/trump-texas-amicus-house-members
[4] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance
[3] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale
[2] https://www.propublica.org/article/the-cares-act-sent-you-a-1-200-check-but-gave-millionaires-and-billionaires-far-more
[2] https://www.propublica.org/article/national-debt-trump
[1] https://twitter.com/i/web/status/1542551166516662273
[1] https://twitter.com/i/web/status/1541153461827502080
[1] https://twitter.com/i/web/status/1541206410574397442
[1] https://twitter.com/i/web/status/1541417902733156354
[1] https://twitter.com/i/web/status/1541440156569411585

Top URLs in Tweet in G6:
[2] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance?utm_source=twitter&utm_medium=social
[1] https://www.propublica.org/article/idaho-crt-boise-state-university
[1] https://www.propublica.org/article/new-details-suggest-senior-trump-aides-knew-jan-6-rally-could-get-chaotic
[1] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale

Top URLs in Tweet in G7:
[33] https://www.propublica.org/article/idaho-crt-boise-state-university
[5] https://projects.propublica.org/parler-capitol-videos/
[1] https://www.propublica.org/article/gulf-coast-restoration-fund-mississippi-jobs
[1] https://www.propublica.org/article/pollution-kentucky-westlake-chemical-cancer
[1] https://www.propublica.org/article/election-fraud-ballot-mules-facebook-tiktok-memes
[1] https://www.propublica.org/article/utah-officials-called-it-the-year-of-water-special-interests-still-resist-conservation
[1] https://www.propublica.org/article/national-debt-trump

Top URLs in Tweet in G8:
[8] https://www.propublica.org:443/
[8] https://www.propublica.org/article/national-debt-trump
[3] https://www.propublica.org/article/georgia-dei-crt-schools-parents
[2] https://www.propublica.org/article/salmonella-chicken-usda-food-safety
[2] https://www.propublica.org/article/texts-show-kimberly-guilfoyle-bragged-about-raising-millions-for-rally-that-fueled-capitol-riot
[2] https://www.propublica.org/article/national-debt-trump/amp
[1] https://twitter.com/i/web/status/1542585519670009858
[1] https://twitter.com/oaklandabosol/status/1541817584453971968
[1] https://twitter.com/i/web/status/1542303801402589184
[1] https://twitter.com/propublica/status/1541536664849367041

Top URLs in Tweet in G9:
[3] https://www.propublica.org/article/pregnancy-center-missouri-abortion-tax-credits
[3] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[2] https://www.nytimes.com/2022/06/25/nyregion/crisis-pregnancy-centers-abortion-nyc.html
[2] https://projects.propublica.org/parler-capitol-videos/?id=C78EAvkQjlqs
[2] https://www.propublica.org/article/historic-preservation-enslaved-sites
[2] https://www.propublica.org/article/pollution-kentucky-westlake-chemical-cancer
[2] https://www.propublica.org/article/idaho-crt-boise-state-university
[2] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[2] https://www.propublica.org/article/national-debt-trump?token=RSKs73yklfmmU991twpwzhmNVtYB2kvy
[1] https://twitter.com/skidattlemary/status/1541784495833112577

Top URLs in Tweet in G10:
[14] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[8] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance
[8] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files?utm_source=pocket-newtab
[6] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files#1357116
[5] https://projects.propublica.org/graphics/vra
[2] https://twitter.com/propublica/status/1540143106166865920
[1] https://www.propublica.org/article/national-debt-trump
[1] https://www.inquirer.com/business/yass-susquehanna-sig-irs-taxes-propublica-20220414.html
[1] https://projects.propublica.org/americas-highest-incomes-and-taxes-revealed/
[1] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut

Top Domains
Top Domains in Tweet in Entire Graph:
[1571] propublica.org
[408] twitter.com
[112] trib.al
[20] apple.news
[6] themarshallproject.org
[5] nbcnews.com
[5] smartnews.com
[5] propub.li
[4] nytimes.com
[4] texastribune.org

Top Domains in Tweet in G1:
[102] trib.al
[98] propublica.org
[90] twitter.com
[5] propub.li
[3] pbs.org
[3] covidcalltohumanity.org
[2] rmpbs.org
[2] typepad.com
[1] courtlistener.com
[1] sunherald.com

Top Domains in Tweet in G2:
[27] propublica.org
[6] twitter.com

Top Domains in Tweet in G3:
[97] propublica.org
[45] twitter.com
[9] trib.al
[4] texastribune.org
[4] nbcnews.com
[3] themarshallproject.org
[3] statecriminal.com
[1] forms.fm
[1] theintercept.com
[1] apple.news

Top Domains in Tweet in G4:
[480] propublica.org
[102] twitter.com
[12] apple.news
[3] youtube.com
[3] linkedin.com
[3] tdquery.com
[2] reddit.com
[1] national-conservative.com
[1] themarshallproject.org
[1] fandom.com

Top Domains in Tweet in G5:
[47] twitter.com
[24] propublica.org
[1] thehill.com
[1] t.me
[1] acast.com
[1] politico.com
[1] nytimes.com

Top Domains in Tweet in G6:
[5] propublica.org

Top Domains in Tweet in G7:
[43] propublica.org

Top Domains in Tweet in G8:
[31] propublica.org
[19] twitter.com
[2] msn.com

Top Domains in Tweet in G9:
[21] propublica.org
[2] nytimes.com
[2] twitter.com
[1] huffpost.com
[1] cnn.com
[1] opensecrets.org
[1] cbpp.org
[1] brookings.edu

Top Domains in Tweet in G10:
[48] propublica.org
[7] twitter.com
[1] inquirer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] gop
[47] maga
[37] onev1
[37] demvoice1
[37] resistanceunited
[34] wtpblue
[28] republicans
[25] autopilot
[23] covid19
[17] uvalde



Top Hashtags in Tweet in G1:
[4] rstats
[2] chicago
[2] texas
[2] roevswade
[2] scotus
[2] housing
[2] turntexasblue2022
[2] votebluetosavedemocracy
[2] votebetoforgovernor
[2] fga

Top Hashtags in Tweet in G2:
[1] pregnancy
[1] childbirth
[1] roeoverturned

Top Hashtags in Tweet in G3:
[17] uvalde
[8] idaho
[5] chicago
[5] journalists
[2] operationlonestar
[1] localnews
[1] lrn
[1] education
[1] texas
[1] idedu

Top Hashtags in Tweet in G4:
[6] taxes
[3] inequality
[3] idpol
[2] usa
[2] louisiana
[2] cancelculture
[2] idaho
[2] boisestate
[2] education
[2] truth

Top Hashtags in Tweet in G5:
[47] gop
[47] maga
[25] autopilot
[10] dshea
[5] 2yrs
[3] 2yr
[2] trump
[1] legalresourcesarerigged
[1] nypdgotahitoutonme
[1] overwhattheydontwantthe

Top Hashtags in Tweet in G7:
[37] resistanceunited
[36] onev1
[36] demvoice1
[34] wtpblue
[27] republicans
[1] cleanenergy
[1] demcast
[1] proudblue22
[1] wtpearth
[1] resistanceearth

Top Hashtags in Tweet in G8:
[2] hr3836
[2] seditionhunters
[1] ka
[1] teachtruth
[1] nohitzones
[1] edpriorities
[1] republicans
[1] rights
[1] gop
[1] demcast

Top Hashtags in Tweet in G9:
[1] trumpgop

Top Hashtags in Tweet in G10:
[6] taxthatyass
[4] taxbillionaires
[3] 宝宝揭班骗
[1] corruption
[1] kingmaker
[1] abuses

Top Words
Top Words in Tweet in Entire Graph:
[3395] propublica
[1102] hvogell
[1079] private
[1071] equity
[1060] firms
[1036] family
[1032] impact
[1007] single
[981] homes
[973] headlines

Top Words in Tweet in G1:
[1813] propublica
[245] public
[240] facebook
[194] over
[194] claimed
[191] safety
[178] members
[172] gang
[171] department
[171] encountered

Top Words in Tweet in G2:
[1045] hvogell
[969] private
[969] equity
[964] firms
[918] family
[917] single
[917] homes
[917] tracked
[917] impact
[916] foray

Top Words in Tweet in G3:
[639] propublica
[232] public
[185] nbcnews
[142] cancel
[142] culture
[132] charlesornstein
[129] texastribune
[123] officials
[119] elected
[111] under

Top Words in Tweet in G4:
[108] propublica
[93] conservative
[91] university
[83] bowing
[82] crusade
[79] culture
[76] cancel
[75] public
[65] taxes
[62] billionaires

Top Words in Tweet in G5:
[114] propublica
[79] ap
[56] foxnews
[52] npr
[50] abc
[50] wsj
[47] #gop
[47] #maga
[47] aarp
[47] nro

Top Words in Tweet in G6:
[274] case
[274] missed
[274] pennsylvania
[274] billionaire
[274] simultaneously
[274] co
[274] investor
[274] chinese
[274] communist
[274] party

Top Words in Tweet in G7:
[113] million
[111] wildpalmsltd
[73] parler
[71] many
[70] archive
[70] videos
[70] shot
[70] inside
[70] mob
[70] posted

Top Words in Tweet in G8:
[27] propublica
[8] aclu
[8] hrw
[7] bobbyscott
[7] seccardona
[7] splcenter
[7] naacp_ldf
[7] zaleskiluke
[6] dianeravitch
[5] potus

Top Words in Tweet in G9:
[80] justice
[80] alito
[80] opinion
[80] cites
[80] sir
[80] matthew
[80] hale
[80] 17th
[80] century
[80] jurist

Top Words in Tweet in G10:
[70] taxes
[64] billionaire
[51] yass
[40] jeff
[34] 4taxfairness
[30] avoiding
[30] propublica
[28] billionaires
[25] millions
[25] candidates

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1065] private,equity
[998] single,family
[971] family,homes
[969] equity,foray
[969] foray,single
[969] homes,grabbed
[969] grabbed,headlines
[969] headlines,tracked
[969] tracked,firms
[969] firms,impact

Top Word Pairs in Tweet in G1:
[170] texas',department
[170] department,public
[170] public,safety
[170] safety,claimed
[170] claimed,facebook
[170] facebook,troopers
[170] troopers,encountered
[170] encountered,over
[170] over,700
[170] 700,criminal

Top Word Pairs in Tweet in G2:
[969] private,equity
[917] single,family
[916] equity,foray
[916] foray,single
[916] family,homes
[916] homes,grabbed
[916] grabbed,headlines
[916] headlines,tracked
[916] tracked,firms
[916] firms,impact

Top Word Pairs in Tweet in G3:
[142] cancel,culture
[119] elected,officials
[92] decry,liberal
[92] liberal,cancel
[92] leveraging,threat
[92] threat,budget
[92] budget,cuts
[77] cuts,scale
[74] propublica,texastribune
[66] officials,red

Top Word Pairs in Tweet in G4:
[82] university,bowing
[82] bowing,conservative
[75] cancel,culture
[63] public,university
[63] conservative,crusade
[62] culture,public
[53] epic,scale
[52] billionaires,avoid
[52] avoid,taxes
[52] taxes,epic

Top Word Pairs in Tweet in G5:
[47] #gop,#maga
[47] #maga,aarp
[47] aarp,nro
[47] nro,ndn
[47] ndn,abc
[47] abc,ap
[47] ap,foxnews
[47] foxnews,wearesinclair
[47] wearesinclair,accountablegop
[47] accountablegop,senategop

Top Word Pairs in Tweet in G6:
[274] case,missed
[274] missed,pennsylvania
[274] pennsylvania,billionaire
[274] billionaire,simultaneously
[274] simultaneously,co
[274] co,investor
[274] investor,chinese
[274] chinese,communist
[274] communist,party
[273] ericgarland,case

Top Word Pairs in Tweet in G7:
[70] archive,videos
[70] videos,shot
[70] shot,inside
[70] inside,mob
[70] mob,posted
[70] posted,parler
[70] parler,dot
[70] dot,way
[70] way,many
[69] wildpalmsltd,archive

Top Word Pairs in Tweet in G8:
[4] bobbyscott,propublica
[4] seccardona,bobbyscott
[4] rweingarten,dianeravitch
[4] pro,publica
[3] aclu,hrw
[3] no2hitting,ap
[3] ap,chrismurphyct
[3] chrismurphyct,repmceachin
[3] repmceachin,repbonamici
[3] repbonamici,bobbyscott

Top Word Pairs in Tweet in G9:
[80] justice,alito
[80] alito,opinion
[80] opinion,cites
[80] cites,sir
[80] sir,matthew
[80] matthew,hale
[80] hale,17th
[80] 17th,century
[80] century,jurist
[80] jurist,conceived

Top Word Pairs in Tweet in G10:
[38] jeff,yass
[33] billionaire,jeff
[24] using,savings
[24] paying,taxes
[23] pa,billionaire
[23] yass,avoiding
[23] avoiding,millions
[23] millions,taxes
[23] taxes,fund
[23] fund,hand

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@tina848laczko
@mothmanitbbp1
@homeless_new
@utilitarianland
@caitycoyne
@marshablackburn
@newyorkstateag
@nbcnews
@hvogell

Top Replied-To in G1:
@propublica
@tina848laczko
@theoddpost
@capitolhunters
@emptywheel
@wegovernusa
@johncecilprice
@shurtcircuit
@here4tehbeer
@oaksgirl01

Top Replied-To in G2:
@utilitarianland
@hvogell
@sethabramson
@fabiusmaximus01
@lucille_giacino
@propublica
@seecfc
@sorrykb
@onmywayalready
@threadreaderapp

Top Replied-To in G3:
@propublica
@nbcnews
@refugees
@texastribune
@stephaniemlee
@chrishendel
@themorrancave
@lynndombek
@roxyszal
@ruikaneya

Top Replied-To in G5:
@homeless_new
@newyorkstateag
@kamalaharris
@tishjames
@foxnews
@nydailynews
@abc7ny
@sommerclub
@maddow
@campaigntoendqi

Top Replied-To in G6:
@nancylevine
@propublica
@osiris_fox

Top Replied-To in G7:
@lorinestweet
@islandgirlprv
@robinpickles

Top Replied-To in G8:
@marceelias
@nwlc
@shannonrwatts
@no2hitting
@january6thcmte
@repmtg
@njdeptofhealth
@marshallproj
@rdunhamdpic
@sowingj

Top Replied-To in G9:
@to_discussion
@bgrueskin
@asahutchinson
@daviddark
@martin_rickert1
@rncresearch
@debbiez49
@gopchairwoman

Top Replied-To in G10:
@propublica
@tentoads4truth
@trumpettegem
@ggkrishnamoomoo
@gobaby71607144
@gal_suburban

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@hvogell
@ericgarland
@nbcnews
@charlesornstein
@texastribune
@wildpalmsltd
@marshallproj
@ap
@danlgolden

Top Mentioned in G1:
@propublica
@basf
@theoddpost
@emptywheel
@capitolhunters
@frontlinepbs
@thep
@anichellemitch
@michaelgrabell
@hvogell

Top Mentioned in G2:
@hvogell
@propublica
@utilitarianland
@fabiusmaximus01
@blstrangfeld
@pqpolitics
@lleopard11
@charlesornstein
@ruikaneya
@sethabramson

Top Mentioned in G3:
@propublica
@nbcnews
@charlesornstein
@texastribune
@marshallproj
@danlgolden
@ruikaneya
@anniewaldman
@schwartzapfel
@lisalsong

Top Mentioned in G4:
@wydmindfeersart
@cfoxthesound
@thewiskthestaff
@williesband

Top Mentioned in G5:
@propublica
@ap
@foxnews
@abc
@npr
@wsj
@aarp
@nro
@ndn
@wearesinclair

Top Mentioned in G6:
@ericgarland
@propublica
@hvogell
@nancylevine
@kyliejanekremer
@samiamadem
@_madsad_
@cernovich

Top Mentioned in G7:
@wildpalmsltd
@amrheinbenedikt
@liberte_ny
@ryanshead
@spicielyn
@hvogell
@lalewman
@salemchevy1
@repthomasmassie
@jjnew79

Top Mentioned in G8:
@propublica
@aclu
@hrw
@bobbyscott
@seccardona
@splcenter
@naacp_ldf
@zaleskiluke
@potus
@ap

Top Mentioned in G9:
@resisterforever
@standupchai
@arkansasblog
@skidattlemary
@bgrueskin
@hvogell
@pommawolf
@jchesky
@wildpalmsltd
@gopchairwoman

Top Mentioned in G10:
@4taxfairness
@propublica
@justinelliott
@paulkiel
@bombshelldaily
@jeffernsthausen
@lenagroeger
@eisingerj
@lrsnwlkr
@mills4humanity

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@threadreaderapp
@dichristine
@mattmurph24
@telesurtv
@kat4obama
@1denmadrid
@joni_looking
@cloudwanderer3

Top Tweeters in G1:
@dichristine
@mattmurph24
@lizditz
@bunrxm
@housecracka
@pollsstar
@katcapps
@protestmusica
@amyayers16
@estarianne

Top Tweeters in G2:
@threadreaderapp
@givemepie360
@marthalynneowe1
@akuma_river
@missnisha6849
@alizardx
@honeybadger10
@metaquest
@sheiladecker19
@aprylsmithts

Top Tweeters in G3:
@1denmadrid
@cloudwanderer3
@_redfrog
@bannerite
@mharvey816
@real_infinity95
@russelltim151
@tadrow
@paxnostrum
@sba1211

Top Tweeters in G4:
@occuworld
@jondknight
@denniskoch10
@mrkalman
@augusteve2012
@rosenthalellery
@wavetop
@chloepoliticat
@reverendentity
@prison_health

Top Tweeters in G5:
@telesurtv
@thehill
@reuters
@business
@guardian
@businessinsider
@docrocktex26
@channelnewsasia
@huffpost
@slate

Top Tweeters in G6:
@stockguy61
@79topper
@princessbravato
@lllwry
@joanisparkles
@mstepczyk
@deesbarbara
@mdjacksondallas
@kimpy123
@bethsinniresist

Top Tweeters in G7:
@betterw05759703
@nancypeggy
@antarianrani
@reggiebub
@netbacker
@gailwaldby
@waterflowerm
@1zzyzyx1
@rojorurba002
@ginademiranda2

Top Tweeters in G8:
@coopmike48
@no2hitting
@susankheflin
@guardiannews
@houstonchron
@newsweek
@craykain
@zaleskiluke
@jennycohn1
@mariaschenetzke

Top Tweeters in G9:
@dancas2
@tallyannae
@mcnejames
@budgothmog44
@vaw511
@flyhyland
@carollei4
@lovenola4ever
@djmusgr
@eyemagistus

Top Tweeters in G10:
@b1e56df9ce6549f
@willseattle
@elkehollings
@stlhd100
@geostompx
@kmontenegro
@tabruns
@cindycinnis
@resist__fascist
@fireytopaz