Propublica, Twitter, 12/16/2022 2:16:41 PM, 286412


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Propublica_2022-12-16_06-05-14.xlsx
Propublica_2022-12-16_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3Pz0qMn
@propublica
@ericgarland
@crewcrew
@charlesornstein
@danpriceseattle
@quendergeer
@rhonda_harbison
@elonmusk
@susahatch
@fastlerner

Top hashtags:
#shadowdiplomats
#gop
#maga
#journalism
#lableak
#pubmedia
#envhist

Description:
Description
The graph represents a network of 6,597 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, 16 December 2022 at 14:11 UTC.

The requested start date was Friday, 16 December 2022 at 01:01 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, 2-hour, 15-minute period from Monday, 12 December 2022 at 22:44 UTC to Friday, 16 December 2022 at 00:59 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 : 6597
Unique Edges : 4797
Edges With Duplicates : 13593
Total Edges : 18390
Number of Edge Types : 5
Tweet : 1211
Mentions : 3191
Retweet : 5307
MentionsInRetweet : 7803
Replies to : 878
Self-Loops : 1256
Reciprocated Vertex Pair Ratio : 0.0144256080867642
Reciprocated Edge Ratio : 0.0284409383433672
Connected Components : 855
Single-Vertex Connected Components : 596
Maximum Vertices in a Connected Component : 5146
Maximum Edges in a Connected Component : 16516
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.828419
Graph Density : 0.000221400965743934
Modularity : 0.432047
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,597 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, 16 December 2022 at 14:11 UTC.

The requested start date was Friday, 16 December 2022 at 01:01 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, 2-hour, 15-minute period from Monday, 12 December 2022 at 22:44 UTC to Friday, 16 December 2022 at 00:59 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:
[165] https://www.propublica.org/article/google-human-tissue-jpc-military
[155] https://www.propublica.org/article/national-debt-trump
[131] https://www.propublica.org/article/literacy-adult-education-united-states
[101] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[93] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination
[87] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[83] https://www.propublica.org/article/federal-judge-strikes-down-part-of-montana-anti-vax-law
[63] https://apple.news/AF8FCs4w8Tk-xewHlvf1dBg
[51] https://twitter.com/propublica/status/1602257851094818817
[49] https://www.propublica.org/article/how-louisiana-road-home-program-shortchanged-poor-residents

Top URLs in Tweet in G1:
[15] https://www.propublica.org/article/propublica-investigative-editor-training-program
[14] https://www.propublica.org/article/google-human-tissue-jpc-military
[12] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[11] https://www.propublica.org/article/literacy-adult-education-united-states
[9] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination
[7] https://trib.al/2nq7Shu
[6] https://www.propublica.org/article/federal-judge-strikes-down-part-of-montana-anti-vax-law
[6] https://fallows.substack.com/p/more-questions-for-propublica
[5] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[5] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures

Top URLs in Tweet in G2:
[58] https://www.propublica.org/article/google-human-tissue-jpc-military
[53] https://www.propublica.org/article/literacy-adult-education-united-states
[52] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination
[27] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[25] https://www.propublica.org/article/federal-judge-strikes-down-part-of-montana-anti-vax-law
[24] https://twitter.com/propublica/status/1602257851094818817
[22] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[20] https://www.propublica.org/article/how-louisiana-road-home-program-shortchanged-poor-residents
[17] https://apple.news/AF8FCs4w8Tk-xewHlvf1dBg
[15] https://www.propublica.org/article/why-half-of-st-bernard-parish-left-after-hurricane-katrina

Top URLs in Tweet in G3:
[33] https://www.propublica.org/article/google-human-tissue-jpc-military
[31] https://www.propublica.org/article/federal-judge-strikes-down-part-of-montana-anti-vax-law
[26] https://www.propublica.org/article/literacy-adult-education-united-states
[13] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[11] https://www.propublica.org/article/how-louisiana-road-home-program-shortchanged-poor-residents
[10] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[10] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[9] https://www.propublica.org/article/goodyear-niagara-rubber-plant-ortho-toluidine
[5] https://www.propublica.org/article/why-louisiana-road-home-program-based-grants-on-home-values
[4] https://www.propublica.org/article/toxic-salmon-columbia-river-basin-lawmaker-response

Top URLs in Tweet in G4:
[7] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination
[2] https://www.propublica.org/article/goodyear-niagara-rubber-plant-ortho-toluidine
[1] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[1] https://www.propublica.org/article/google-human-tissue-jpc-military
[1] https://twitter.com/i/web/status/1603131323513724929
[1] https://twitter.com/propublica/status/1603345042759884802
[1] https://www.propublica.org/article/georgia-dei-crt-schools-parents?src=longreads

Top URLs in Tweet in G5:
[4] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[3] https://www.propublica.org/article/national-debt-trump
[3] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout/amp
[2] https://www.propublica.org/article/for-black-families-in-phoenix-child-welfare-investigations-are-constant-threat
[2] https://www.latimes.com/business/story/2022-11-01/column-propublica-vanity-fair-covid-lab-leak-expose-train-wreck
[1] https://twitter.com/i/web/status/1603516778923040793
[1] https://twitter.com/emb2emj/status/1602363349706182682
[1] https://twitter.com/RonFilipkowski/status/1602453698520694785
[1] https://twitter.com/duty2warn/status/1602319496076722178
[1] https://twitter.com/i/web/status/1602745411596607489

Top URLs in Tweet in G6:
[115] https://www.propublica.org/article/national-debt-trump
[13] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[11] https://www.propublica.org/article/national-debt-trump/amp
[8] https://trac.syr.edu/tracirs/latest/679/
[8] https://time.com/6204928/irs-87000-agents-factcheck-biden/
[8] https://www.propublica.org/article/lawmakers-to-irs-commissioner-charles-rettig-system-stacked-for-the-rich/amp
[6] https://www.propublica.org/article/how-the-irs-was-gutted
[4] https://projects.propublica.org/coronavirus/bailouts/loans/taylor-commercial-inc-1932537103
[3] https://www.propublica.org:443/article/liu-tao-trump-meeting-china-investigation
[3] https://www.propublica.org/article/trump-inc-podcast-donald-trump-jr-went-to-mongolia-got-special-treatment-from-the-government-and-killed-an-endangered-sheep

Top URLs in Tweet in G7:
[28] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[8] https://www.propublica.org/article/goodyear-niagara-rubber-plant-ortho-toluidine
[4] https://www.propublica.org/article/bluestone-jim-justice-north-birmingham-consent-decree
[2] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures?utm_source=twitter&utm_medium=social&utm_campaign=socialflow
[2] https://twitter.com/propublica/status/1602997530786152455
[2] https://harvard.zoom.us/webinar/register/WN_c_NN67ZuRMSlJLnorEFr9A
[2] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[2] https://www.propublica.org/article/literacy-adult-education-united-states
[2] https://www.propublica.org/article/federal-judge-strikes-down-part-of-montana-anti-vax-law
[1] https://www.propublica.org/article/how-we-analyzed-child-welfare-investigation-data

Top URLs in Tweet in G8:
[13] https://www.propublica.org/article/google-human-tissue-jpc-military?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[7] https://www.propublica.org/article/literacy-adult-education-united-states
[3] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[3] https://www.propublica.org/article/federal-judge-strikes-down-part-of-montana-anti-vax-law
[2] https://www.propublica.org/article/google-human-tissue-jpc-military
[1] https://www.propublica.org/article/asbestos-poisoning-chemical-plant-osha-apha
[1] https://twitter.com/i/web/status/1603080140090740736
[1] https://twitter.com/i/web/status/1603434575631368192
[1] https://www.propublica.org/article/chicago-roseland-hospital-egan-politics-healthcare
[1] https://www.propublica.org/article/how-the-us-broke-promise-to-protect-fish-for-tribes

Top URLs in Tweet in G9:
[4] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination
[2] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://www.propublica.org/article/how-louisiana-road-home-program-shortchanged-poor-residents
[1] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[1] https://twitter.com/i/web/status/1528155235398451200
[1] https://twitter.com/i/web/status/1603105754176638977
[1] https://twitter.com/i/web/status/1528562115690254336
[1] https://twitter.com/i/web/status/1528515388211924992
[1] https://www.propublica.org/article/literacy-adult-education-united-states
[1] https://www.propublica.org/article/trump-campaign-fundraiser-ellipse-rally

Top URLs in Tweet in G10:
[4] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination
[4] https://www.propublica.org/article/bluestone-jim-justice-north-birmingham-consent-decree
[3] https://www.usatoday.com/story/money/2021/06/10/propublica-tax-leak-irs-files-show-how-billionaires-pay-low-tax/7639768002/
[2] https://mountainstatespotlight.org/2022/12/12/bluestone-jim-justice-north-birmingham-consent-decree/
[2] https://www.theguardian.com/us-news/2022/apr/13/wealthiest-americans-tax-income-propublica-investigation
[1] https://bit.ly/3FxcQQh
[1] https://twitter.com/i/web/status/1602579433206030336
[1] https://www.propublica.org/article/bluestone-jim-justice-north-birmingham
[1] https://www.propublica.org/article/leonard-leo-scotus-elections-nonprofits-discrimination?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.propublica.org/article/uline-uihlein-election-denial

Top Domains
Top Domains in Tweet in Entire Graph:
[1752] propublica.org
[549] twitter.com
[77] trib.al
[77] apple.news
[17] govtrack.us
[16] c-span.org
[14] nymag.com
[14] newsone.com
[13] propub.li
[10] substack.com

Top Domains in Tweet in G1:
[123] propublica.org
[115] twitter.com
[50] trib.al
[13] propub.li
[7] substack.com
[4] paper.li
[3] newsie.social
[2] levernews.com
[2] texastribune.org
[2] defenseone.com

Top Domains in Tweet in G2:
[535] propublica.org
[148] twitter.com
[28] apple.news
[17] govtrack.us
[16] c-span.org
[11] trib.al
[6] tweetedtimes.com
[5] jobkhoj.online
[4] techmeme.com
[4] columbian.com

Top Domains in Tweet in G3:
[197] propublica.org
[35] twitter.com
[2] opb.org
[2] wwltv.com
[2] google.com
[2] nola.com
[1] militarytimes.com
[1] eeb.org
[1] substack.com

Top Domains in Tweet in G4:
[12] propublica.org
[2] twitter.com

Top Domains in Tweet in G5:
[28] twitter.com
[18] propublica.org
[2] forbes.com
[2] nbcnews.com
[2] latimes.com
[1] trib.al
[1] nbcnews.to
[1] talkingpointsmemo.com
[1] washingtonpost.com
[1] citizensforethics.org

Top Domains in Tweet in G6:
[166] propublica.org
[13] nymag.com
[9] twitter.com
[8] syr.edu
[8] time.com
[1] cnbc.com
[1] apple.news

Top Domains in Tweet in G7:
[58] propublica.org
[22] twitter.com
[2] zoom.us
[2] shorensteincenter.org
[1] constantcontact.com
[1] asbestosdiseaseawareness.org
[1] npr.org
[1] bluegreenalliance.org
[1] brookings.edu
[1] trib.al

Top Domains in Tweet in G8:
[34] propublica.org
[7] twitter.com
[1] militarytimes.com
[1] buff.ly
[1] substack.com

Top Domains in Tweet in G9:
[11] propublica.org
[5] twitter.com

Top Domains in Tweet in G10:
[14] propublica.org
[5] twitter.com
[4] usatoday.com
[2] mountainstatespotlight.org
[2] theguardian.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] shadowdiplomats
[21] gop
[17] maga
[16] journalism
[14] lableak
[13] pubmedia
[12] envhist
[12] asbestos
[10] irs
[8] lizziepresser



Top Hashtags in Tweet in G1:
[6] kengriffinlied
[5] kochnetwork
[3] ms
[3] google
[2] journalism
[2] housing
[2] chemicals
[2] asbestos
[2] afghanistan
[2] epa

Top Hashtags in Tweet in G2:
[2] ethics
[2] google
[2] irs
[1] siliconvalley
[1] bigtech
[1] vc
[1] health
[1] montana
[1] rxa
[1] innovation

Top Hashtags in Tweet in G3:
[5] mmwave
[3] montana
[2] journalism
[2] us
[1] housing
[1] pubmedia
[1] covid
[1] 5g
[1] epitwitter
[1] profitsoverhealth

Top Hashtags in Tweet in G5:
[17] gop
[17] maga
[4] failedflorida
[4] corrupt
[2] worldeconomicforum
[2] billgates
[2] wef
[2] canada
[2] un
[2] followthemoney

Top Hashtags in Tweet in G6:
[2] ticktocktraitor
[2] gqp
[1] resistanceearth
[1] thankyoubiden
[1] prolife
[1] healthcare
[1] roevwade

Top Hashtags in Tweet in G7:
[8] asbestos
[3] profitsoverhealth
[3] mesothelioma
[2] osha
[2] workplacesafety
[2] workersrighttoknow
[1] banasbestosnow
[1] arban
[1] cancer
[1] tsca

Top Hashtags in Tweet in G8:
[12] journalism
[1] pregnancy
[1] disarmingdisinformation
[1] usa
[1] literacy
[1] readjng
[1] adulteducation

Top Hashtags in Tweet in G10:
[1] chumpchange
[1] whothefuckknows
[1] covid19
[1] wvgov

Top Words
Top Words in Tweet in Entire Graph:
[3716] propublica
[1080] leonard
[1038] leo
[839] read
[650] conservative
[647] story
[501] money
[480] tax
[458] network
[436] griffin

Top Words in Tweet in G1:
[1605] propublica
[404] leonard
[341] leo
[324] levernews
[312] conservative
[305] network
[257] records
[251] obtained
[250] architect
[226] andykroll

Top Words in Tweet in G2:
[244] propublica
[71] read
[69] katrina
[65] tax
[61] adults
[60] griffin
[58] struggle
[56] irs
[56] samples
[56] american

Top Words in Tweet in G3:
[444] propublica
[208] charlesornstein
[143] katrina
[133] read
[129] story
[127] wwltv
[118] program
[114] data
[107] shortchanged
[103] davidhammerwwl

Top Words in Tweet in G4:
[310] propublica
[291] leo
[290] leonard
[287] ericgarland
[284] critical
[284] barre
[284] orchestrating
[284] read
[284] seid
[284] scheme

Top Words in Tweet in G5:
[110] propublica
[64] nbcnews
[50] million
[43] abc
[42] ap
[31] more
[31] black
[28] bykenarmstrong
[27] largest
[26] msnbc

Top Words in Tweet in G6:
[63] trump
[51] repmtg
[50] debt
[49] senrickscott
[46] national
[43] donald
[43] built
[40] big
[39] rhonda_harbison
[38] gop

Top Words in Tweet in G7:
[159] fastlerner
[126] propublica
[117] kmcgrory
[107] chemical
[99] _neilbedi
[99] toxic
[74] chemicals
[73] asbestos
[71] epa
[54] ban

Top Words in Tweet in G8:
[119] propublica
[110] read
[104] adults
[103] state
[90] american
[63] adult
[60] themorrancave
[60] struggle
[56] failed
[55] anniewaldman

Top Words in Tweet in G9:
[195] crewcrew
[185] leo
[184] leonard
[118] money
[94] largest
[93] history
[91] advocacy
[91] conservative
[91] activist
[91] political

Top Words in Tweet in G10:
[71] million
[71] nearly
[70] pay
[68] agreed
[68] fine
[65] mtnstspotlight
[64] company
[62] jim
[61] gov
[61] family

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[925] leonard,leo
[386] supreme,court
[375] conservative,activist
[342] barre,seid
[331] leo,architect
[328] propublica,done
[326] read,propublica
[316] story,leonard
[315] orchestrating,scheme
[315] ken,griffin

Top Word Pairs in Tweet in G1:
[283] leonard,leo
[250] leo,architect
[231] propublica,levernews
[163] andykroll,propublica
[157] conservative,network
[157] led,leonard
[157] network,led
[156] tax,records
[153] records,conservative
[153] obtained,tax

Top Word Pairs in Tweet in G2:
[58] struggle,read
[58] adults,struggle
[52] ken,griffin
[51] american,adults
[51] fifth,american
[51] tissue,samples
[49] quest,digitize
[48] read,failing
[48] failing,teach
[47] influence,supreme

Top Word Pairs in Tweet in G3:
[72] road,home
[66] largest,housing
[61] recovery,program
[61] housing,recovery
[59] davidhammerwwl,video
[57] chemical,industry
[57] program,history
[56] katrina,victims
[55] history,shortchanged
[55] victims,16

Top Word Pairs in Tweet in G4:
[289] leonard,leo
[284] critical,story
[284] done,critical
[284] read,propublica
[284] barre,seid
[284] scheme,essentially
[284] story,leonard
[284] orchestrating,scheme
[284] seid,orchestrating
[284] propublica,done

Top Word Pairs in Tweet in G5:
[28] propublica,nbcnews
[26] planet's,largest
[26] more,31
[25] million,blocks
[25] 55,million
[25] biorepository,more
[25] abc,nbcnews
[25] human,tissue
[25] largest,biorepository
[25] tissue,55

Top Word Pairs in Tweet in G6:
[46] national,debt
[43] donald,trump
[42] trump,built
[36] big,before
[36] before,pandemic
[36] debt,big
[36] built,national
[33] repmtg,donald
[32] rhonda_harbison,repmtg
[21] down,bluestone

Top Word Pairs in Tweet in G7:
[73] fastlerner,kmcgrory
[53] toxic,substances
[45] banned,countries
[45] many,toxic
[45] substances,banned
[45] countries,fastlerner
[45] asbestos,many
[44] _neilbedi,asbestos
[41] fight,ban
[41] losing,fight

Top Word Pairs in Tweet in G8:
[60] struggle,read
[59] adults,struggle
[49] wildly,state
[49] adult,literacy
[49] county,next
[49] next,see
[49] one,county
[49] state,state
[49] vary,wildly
[49] levels,vary

Top Word Pairs in Tweet in G9:
[184] leonard,leo
[91] receiving,largest
[91] history,conservative
[91] flush,money
[91] advocacy,donation
[91] political,advocacy
[91] largest,known
[91] conservative,activist
[91] money,receiving
[91] activist,leonard

Top Word Pairs in Tweet in G10:
[69] pay,nearly
[69] nearly,million
[68] agreed,pay
[68] million,fine
[61] gov,jim
[60] company,owned
[58] mtnstspotlight,company
[52] west,virginia
[52] jim,justice
[51] justice,agreed

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@congressvotesbt
@senrickscott
@thurmanlady1
@jamesfallows
@repmtg
@pathdocboston
@senategop
@andykroll
@charlesornstein

Top Replied-To in G1:
@propublica
@jamesfallows
@andykroll
@texastribune
@andrewperezdc
@charlesornstein
@amuse
@diamondape69
@business
@superconcepts1

Top Replied-To in G2:
@congressvotesbt

Top Replied-To in G3:
@davidhammerwwl
@smmills1960
@jadelson
@propublica
@themorrancave
@charlesornstein
@robertfaturechi
@sexdrugsbikes
@daysonrick
@wind_susan

Top Replied-To in G4:
@ericgarland

Top Replied-To in G5:
@netflix
@thecolincambray
@sophiadahl1
@dands435
@gop
@auntie610
@congosdad
@serak128
@vectorhey
@incrementallog1

Top Replied-To in G6:
@senrickscott
@repmtg
@senategop
@gopleader
@senronjohnson
@housegop
@gop
@senjohnkennedy
@meidas_sammi
@repandybiggsaz

Top Replied-To in G7:
@_neilbedi
@fastlerner
@drdavidmichaels
@propublica
@stacymalkan
@kmcgrory
@linda_adao
@evanmglass
@deniseordway
@eisingerj

Top Replied-To in G8:
@themorrancave
@anniewaldman
@charlesornstein
@oliverlaughland
@larissaphillip
@bushwickbob
@moto_jj
@aliyyaswaby
@smmills1960
@chrishendel

Top Replied-To in G9:
@propublica
@crewcrew
@5thlegion_
@ericasc41146330
@beverlyfolkers
@msmyers99

Top Replied-To in G10:
@mtnstspotlight
@reportbywilson
@propublica
@awkwordrap
@mikeshelogowski
@the_papa_lobe
@drummondlloyd

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@levernews
@ericgarland
@charlesornstein
@andykroll
@crewcrew
@fastlerner
@kmcgrory
@wwltv
@quendergeer

Top Mentioned in G1:
@propublica
@levernews
@andykroll
@jamesfallows
@texastribune
@dmihalopoulos
@andrewperezdc
@cfstruefood
@charlesornstein
@davidsirota

Top Mentioned in G2:
@atchelka
@caringfornature
@bevhillhill
@dholzman1776
@tommac_tom
@charles97564117
@abayle
@tyharbs
@coppertino_

Top Mentioned in G3:
@propublica
@charlesornstein
@wwltv
@davidhammerwwl
@nolanews
@eisingerj
@bandler_james
@opb
@jadelson
@richardawebster

Top Mentioned in G4:
@ericgarland
@andreabnyc
@propublica
@nbcnews
@claudiner66
@nevermore_007
@abtran
@bandler_james
@fastlerner
@davidhammerwwl

Top Mentioned in G5:
@propublica
@nbcnews
@abc
@ap
@bykenarmstrong
@msnbc
@rt_com
@cbseveningnews
@ajenglish
@afp

Top Mentioned in G6:
@repmtg
@rhonda_harbison
@senrickscott
@propublica
@bambooshooti
@tpblue4
@meidas_sammi
@gop
@housegop
@janevoter2018

Top Mentioned in G7:
@fastlerner
@propublica
@kmcgrory
@_neilbedi
@nathan_donley
@charlesornstein
@osha_dol
@chrishendel
@drdavidmichaels
@levernews

Top Mentioned in G8:
@propublica
@themorrancave
@anniewaldman
@oliverlaughland
@aliyyaswaby
@annaleighclark
@bypatrickgeorge
@cathyarnst
@charlesornstein
@militarytimes

Top Mentioned in G9:
@crewcrew
@sarahkendzior
@propublica
@splcenter
@ericgarland
@beverlyfolkers
@ericasc41146330
@senjackreed
@visionsurreal
@davidhammerwwl

Top Mentioned in G10:
@mtnstspotlight
@jamilsmith
@propublica
@maxblau
@politics_pr
@usatoday
@mfstern
@levernews
@ninaturner
@andykroll

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tinamarie_80s
@mattmurph24
@serendipitysays
@telesurtv
@cloudwanderer3
@_redfrog
@lizditz
@inspiteoftrump
@billm9

Top Tweeters in G1:
@tinamarie_80s
@serendipitysays
@cloudwanderer3
@pollsstar
@carrybeyond
@jmhamiltonblog
@amyayers16
@business
@adekleine
@cblazblaz

Top Tweeters in G2:
@stigmabasen
@gregmroscoe
@proudcanadavet
@gumboqueen3030
@shehzadyounis
@raypride
@watchyourrepssc
@shankargallery
@rdelinfo
@spanishcountry

Top Tweeters in G3:
@missb62
@bannerite
@marthalynneowe1
@russelltim151
@oregakitaworld
@sallyagale
@estarianne
@fleming77
@pas5974
@cheryl_marlin

Top Tweeters in G4:
@givemepie360
@79topper
@lorettabower3
@whirledcitizen_
@fwdcrocblu
@allentien
@artis_elemental
@snarky_op
@gyggy
@srauer20

Top Tweeters in G5:
@telesurtv
@thehill
@reuters
@guardian
@emccoy_writer
@channelnewsasia
@skynews
@nypost
@foxnews
@bbcnews

Top Tweeters in G6:
@stockguy61
@sylviaz1913
@rhonda_harbison
@frackhazreveal
@abramson1234
@memeburk
@nikitakitty
@clayreinabq
@rralstonagile
@dontpanic1955

Top Tweeters in G7:
@_redfrog
@seki_yo
@changetocindy
@partidopsuv
@ribrib010
@noybsk2017
@zentaoprincess
@fightkidscancer
@nshrubs
@udnspeak4me

Top Tweeters in G8:
@1loriking
@ken_crichlow
@ranilyons
@gadflyquebec
@jadasmodernlife
@buckleyswartz
@minnesotamarys
@taritac
@ojigbeready
@uchihahunter

Top Tweeters in G9:
@inspiteoftrump
@beverlyfolkers
@melissajpeltier
@mikereesem
@pinchandscrimp
@justice4all01
@snw106
@all100senators
@ancientbob
@tdzwilewski

Top Tweeters in G10:
@mattmurph24
@britonanddane
@senseof_outrage
@jocowboys87
@mcnejames
@radseed
@notacquiescing
@gailwaldby
@gawlinskilaura
@limecello


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