Propublica, Twitter, 9/9/2022 8:46:40 PM, 281608


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Propublica_2022-09-09_06-05-14.xlsx
Propublica_2022-09-09_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3RNZh3T
@propublica
@senwhitehouse
@ericuman
@adamconover
@andykroll
@davidsirota
@no2hitting
@charlesornstein
@justinelliott
@anirvan

Top hashtags:
#covid19
#gop
#maga
#uvalde
#mtpol
#mtnews
#mtleg
#trump
#donaldtrump
#fracking

Description:
Description
The graph represents a network of 6,936 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, 09 September 2022 at 13:09 UTC.

The requested start date was Friday, 09 September 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 4-day, 2-hour, 35-minute period from Sunday, 04 September 2022 at 13:00 UTC to Thursday, 08 September 2022 at 15:36 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 : 6936
Unique Edges : 4084
Edges With Duplicates : 13643
Total Edges : 17727
Number of Edge Types : 5
Retweet : 5631
MentionsInRetweet : 7024
Tweet : 1009
Replies to : 864
Mentions : 3199
Self-Loops : 1063
Reciprocated Vertex Pair Ratio : 0.0105056568921727
Reciprocated Edge Ratio : 0.0207928710156518
Connected Components : 812
Single-Vertex Connected Components : 530
Maximum Vertices in a Connected Component : 5399
Maximum Edges in a Connected Component : 15898
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.708174
Graph Density : 0.000181970663493354
Modularity : 0.422849
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,936 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, 09 September 2022 at 13:09 UTC.

The requested start date was Friday, 09 September 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 4-day, 2-hour, 35-minute period from Sunday, 04 September 2022 at 13:00 UTC to Thursday, 08 September 2022 at 15:36 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:
[188] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[99] https://www.propublica.org/article/national-debt-trump
[92] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink#1412851
[77] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[59] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[59] https://www.propublica.org/article/instagram-spotify-verified-fake-musicians
[51] https://twitter.com/propublica/status/1567537034041901056
[51] https://www.propublica.org/article/bluestone-jim-justice-north-birmingham
[50] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti
[47] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut

Top URLs in Tweet in G1:
[32] https://trib.al/hIIxdO3
[22] https://trib.al/TsuW8Pn
[21] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[14] https://trib.al/lYwkRFm
[11] https://www.propublica.org/article/instagram-spotify-verified-fake-musicians
[9] https://www.propublica.org/article/bluestone-jim-justice-north-birmingham
[9] https://trib.al/3ONBxAA
[7] https://www.propublica.org/article/autistic-adults-train-for-cybersecurity-jobs
[4] https://twitter.com/propublica/status/1566994921080455168
[4] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu

Top URLs in Tweet in G2:
[37] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[14] https://www.wfyi.org/news/articles/former-elkhart-police-department-officer-pleads-guilty-to-2018-beating-of-handcuffed-man
[11] https://secure.ngpvan.com/3ymZqEwwjE2CjLBrMiSofQ2
[10] https://www.propublica.org/article/uvalde-shooting-dps-police-texas-rangers
[9] https://www.propublica.org/article/public-vs-private-policing-in-st-louis
[7] https://www.propublica.org/article/bluestone-jim-justice-north-birmingham
[5] https://www.texastribune.org/2022/09/06/texas-state-police-uvalde-shooting/
[5] https://www.propublica.org/article/elkhart-indiana-police-beating-newland-guilty
[5] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[5] https://trib.al/hIIxdO3

Top URLs in Tweet in G3:
[80] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[36] https://twitter.com/propublica/status/1567537034041901056
[29] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[28] https://www.propublica.org/article/instagram-spotify-verified-fake-musicians
[27] https://twitter.com/propublica/status/1566994921080455168
[21] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti
[20] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[17] https://www.propublica.org/article/autistic-adults-train-for-cybersecurity-jobs
[12] https://twitter.com/propublica/status/1565005093447114752
[11] https://www.propublica.org/article/illinois-choate-mental-health-abuse-beatings

Top URLs in Tweet in G4:
[7] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[5] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[5] https://www.levernews.com/how-a-secretive-billionaire-handed-his-fortune-to-the-architect-of-the-right-wing-takeover-of-the-courts/
[4] https://www.levernews.com/barre-seids-attack-philanthropy/
[3] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[2] https://trib.al/hIIxdO3
[2] https://www.propublica.org/article/trump-inc-podcast-house-panel-trump-advisers-saudi-nuclear-deal-michael-flynn-tom-barrack
[1] https://www.propublica.org/article/elkhart-indiana-police-beating-newland-guilty
[1] https://www.propublica.org/article/states-are-hoarding-52-billion-in-welfare-funds-even-as-the-need-for-aid-grows
[1] https://twitter.com/NBCNews/status/1565468060378693632

Top URLs in Tweet in G5:
[8] https://www.propublica.org/getinvolved/help-propublica-investigate-threats-to-u-s-democracy
[3] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[3] https://trib.al/hIIxdO3
[1] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://www.propublica.org/article/trump-inc-new-evidence-emerges-of-possible-wrongdoing-by-trump-inaugural-committee

Top URLs in Tweet in G6:
[6] https://www.propublica.org/article/national-debt-trump
[6] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[4] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[3] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[2] https://twitter.com/OccupyDemocrats/status/1567692736513593344?s=20&t=67MXCwMOuo2lVQq4L5lSng
[2] https://twitter.com/JulieWorley14/status/1567511927491805190?s=20&t=-NAW1Q4fzY3prU4x36h_bA
[2] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[2] https://www.propublica.org/article/how-the-irs-was-gutted
[1] https://www.dallasobserver.com/news/dallas-prepares-for-armed-resistance-during-local-homeless-encampment-sweeps-14765203
[1] https://twitter.com/no2hitting/status/982653505491042304

Top URLs in Tweet in G7:
[11] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[7] https://www.propublica.org/article/when-private-equity-becomes-your-landlord
[2] https://www.propublica.org/article/oath-keepers-in-the-state-house-how-a-militia-movement-took-root-in-the-republican-mainstream
[1] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://twitter.com/rickhasen/status/1567319130285699072
[1] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://twitter.com/propublica/status/1567169664249126912
[1] https://twitter.com/propublica/status/1566952207982936064
[1] https://www.propublica.org/atpropublica/propublica-hires-reporter-cassandra-jaramillo
[1] https://twitter.com/propublica/status/1567128624708440067

Top URLs in Tweet in G8:
[2] https://www.propublica.org/series/the-turbotax-trap
[1] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu
[1] https://www.youtube.com/watch?v=vGVK4ibMI-Y&pbjreload=102

[1] https://twitter.com/washingtonpost/status/1567643030101938177

Top URLs in Tweet in G9:
[5] https://www.propublica.org/article/public-vs-private-policing-in-st-louis
[4] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[3] https://www.stltoday.com/news/local/govt-and-politics/st-louis-private-police-forces-make-security-a-luxury-of-the-rich/article_568b7894-7f30-53b8-afe7-afa210edd263.html#tracking-source=home-top-story
[2] https://news.stlpublicradio.org/law-order/2022-09-08/st-louis-private-police-forces-make-security-a-luxury-of-the-rich
[2] https://twitter.com/propublica/status/1567815440407166977
[2] https://www.texastribune.org/2022/08/29/laredo-air-pollution-monitoring/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social
[1] https://www.propublica.org/article/burr-stocks-shares-covid-crash
[1] https://www.propublica.org/article/trump-adviser-tom-barrack-saudi-nuclear-deal
[1] https://news.stlpublicradio.org/government-politics-issues/2022-09-04/a-disabled-young-patient-was-sent-to-get-treatment-he-was-abused-instead-and-he-wasnt-the-last?utm_content=buffer2ea2d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/sheriffmarshak/status/1281644741680082944

Top URLs in Tweet in G10:
[2] https://projects.propublica.org/parler-capitol-videos/?id=g6TET2HgtEhI
[2] https://www.propublica.org/article/montana-covid-response-pushed-hospital-to-brink
[1] https://www.propublica.org/article/national-debt-trump
[1] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance
[1] https://trib.al/TsuW8Pn
[1] https://www.propublica.org/article/barre-seid-heartland-institute-hillsdale-college-gmu

Top Domains
Top Domains in Tweet in Entire Graph:
[1407] propublica.org
[436] twitter.com
[165] trib.al
[19] wfyi.org
[17] apple.news
[14] propub.li
[13] texastribune.org
[11] nymag.com
[11] ngpvan.com
[9] levernews.com

Top Domains in Tweet in G1:
[140] trib.al
[90] propublica.org
[47] twitter.com
[14] propub.li
[3] zoom.us
[3] wfyi.org
[3] theguardian.com
[2] thisis50.com
[2] themainemonitor.org
[1] azcir.org

Top Domains in Tweet in G2:
[97] propublica.org
[18] twitter.com
[14] wfyi.org
[12] trib.al
[11] ngpvan.com
[7] texastribune.org
[2] bit.ly
[2] rollingstone.com
[2] cnbc.com
[1] stltoday.com

Top Domains in Tweet in G3:
[370] propublica.org
[196] twitter.com
[12] apple.news
[3] texastribune.org
[2] einnews.com
[2] thehumanist.com
[2] economist.com
[1] nymag.com
[1] trib.al
[1] onlineducationmba.com

Top Domains in Tweet in G4:
[27] propublica.org
[11] twitter.com
[9] levernews.com
[5] trib.al
[1] theguardian.com
[1] n.pr

Top Domains in Tweet in G5:
[13] propublica.org
[3] trib.al

Top Domains in Tweet in G6:
[57] twitter.com
[27] propublica.org
[1] dallasobserver.com
[1] theroot.com
[1] msn.com
[1] themarshallproject.org
[1] upnorthnewswi.com
[1] pbs.org
[1] revealnews.org
[1] saygaywithyourvote.com

Top Domains in Tweet in G7:
[23] propublica.org
[6] twitter.com

Top Domains in Tweet in G8:
[3] propublica.org
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G9:
[16] propublica.org
[6] twitter.com
[4] stltoday.com
[3] stlpublicradio.org
[2] texastribune.org

Top Domains in Tweet in G10:
[7] propublica.org
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] covid19
[36] gop
[32] maga
[27] uvalde
[18] mtpol
[14] mtnews
[11] mtleg
[8] trump
[7] donaldtrump
[6] fracking



Top Hashtags in Tweet in G1:
[14] covid19
[5] environmentalinjustice
[5] birmingham
[3] autism
[3] actuallyautistic
[2] ona22
[2] newlegislators
[2] ld19
[2] instagram
[1] rolltide

Top Hashtags in Tweet in G2:
[27] uvalde
[17] covid19
[12] mtnews
[11] mtpol
[11] mtleg
[1] crookedcops
[1] publichealth
[1] journalism
[1] nametheliars
[1] longreads

Top Hashtags in Tweet in G3:
[3] climate
[3] smartnews
[3] covidisnotover
[2] usa
[2] walmart
[2] naturalgaspipeline
[2] mountainvalleypipeline
[2] joemanchin
[2] equity
[2] socialmedia

Top Hashtags in Tweet in G4:
[1] 미국
[1] roevember
[1] projection
[1] tfg
[1] goptraitorstodemocracy
[1] gopliesabouteverything
[1] texasdeservesbetter
[1] betoforgovernor2022
[1] mustreads
[1] america

Top Hashtags in Tweet in G6:
[34] gop
[30] maga
[1] usa
[1] canada
[1] news
[1] freedom
[1] vaccine
[1] fauci
[1] covid19
[1] mtpol

Top Hashtags in Tweet in G7:
[4] mtpol

Top Hashtags in Tweet in G9:
[5] stl
[1] missouri
[1] tti
[1] citizensunited
[1] darkmoney
[1] oligarchy

Top Hashtags in Tweet in G10:
[1] corruption
[1] kingmaker
[1] abuses

Top Words
Top Words in Tweet in Entire Graph:
[3373] propublica
[741] billionaire
[724] history
[670] montana
[614] money
[601] covid
[598] climate
[557] go
[553] dark
[543] state

Top Words in Tweet in G1:
[1951] propublica
[360] re
[296] think
[286] talking
[190] don
[143] depletion
[142] sustainability
[142] managed
[142] impossible
[139] 24

Top Words in Tweet in G2:
[466] propublica
[173] montana
[133] officials
[124] police
[123] charlesornstein
[108] state
[106] texastribune
[106] health
[103] story
[99] public

Top Words in Tweet in G3:
[79] propublica
[53] right
[51] covid
[42] built
[42] wing
[39] human
[38] psyche
[36] brink
[35] water
[32] billionaire

Top Words in Tweet in G4:
[274] propublica
[264] donation
[199] billion
[185] andykroll
[159] lot
[150] known
[147] light
[133] billionaire
[131] political
[125] right

Top Words in Tweet in G5:
[453] history
[451] dark
[451] money
[450] billionaire
[449] senwhitehouse
[449] reclusive
[449] climate
[449] denier
[449] seeking
[449] steer

Top Words in Tweet in G6:
[149] propublica
[50] ap
[40] abc
[38] npr
[35] cnn
[35] newshour
[34] #gop
[33] potus
[33] foxnews
[32] wsj

Top Words in Tweet in G7:
[326] covid
[270] montana
[211] ericuman
[186] vax
[137] state
[124] last
[123] red
[123] year
[122] wrought
[122] gop

Top Words in Tweet in G8:
[247] adamconover
[204] adam
[202] years
[202] ruins
[201] tax
[201] americans
[200] four
[200] first
[200] covered
[200] profit

Top Words in Tweet in G9:
[86] crewcrew
[80] dollars
[80] 2020
[79] richard
[79] sell
[79] more
[79] stock
[79] before
[78] sen
[78] burr

Top Words in Tweet in G10:
[49] national
[47] more
[45] give
[44] trump
[44] added
[44] trillion
[44] debt
[44] promising
[44] lower
[44] four

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[545] dark,money
[479] reclusive,climate
[479] climate,denier
[479] denier,billionaire
[479] billionaire,seeking
[479] seeking,steer
[479] steer,history
[479] history,dark
[479] money,roll
[479] roll,days

Top Word Pairs in Tweet in G1:
[286] think,re
[285] re,talking
[143] don,think
[142] talking,sustainability
[142] sustainability,think
[142] talking,managed
[142] managed,depletion
[142] depletion,impossible
[140] propublica,don
[116] imagine,24

Top Word Pairs in Tweet in G2:
[86] public,health
[53] st,louis
[47] declined,answer
[46] north,birmingham
[43] questions,propublica
[43] release,records
[42] brought,hospital
[41] birmingham,residents
[40] dps,fought
[40] fought,release

Top Word Pairs in Tweet in G3:
[42] right,wing
[38] human,psyche
[38] psyche,built
[24] brought,hospital
[24] hospital,brink
[23] wing,causes
[21] montana,covid
[21] covid,policy
[20] policy,brought
[20] brink,propublica

Top Word Pairs in Tweet in G4:
[154] billion,donation
[130] known,political
[113] federalist,society
[112] lot,talk
[112] talk,federalist
[112] society,right
[112] right,light
[112] light,judge
[112] judge,aileen
[112] aileen,cannon's

Top Word Pairs in Tweet in G5:
[451] dark,money
[449] reclusive,climate
[449] climate,denier
[449] denier,billionaire
[449] billionaire,seeking
[449] seeking,steer
[449] steer,history
[449] history,dark
[449] money,roll
[449] roll,days

Top Word Pairs in Tweet in G6:
[32] propublica,npr
[30] #gop,#maga
[30] #maga,aarp
[30] aarp,nro
[30] nro,ndn
[30] ndn,abc
[30] abc,ap
[30] ap,foxnews
[30] foxnews,wearesinclair
[30] wearesinclair,accountablegop

Top Word Pairs in Tweet in G7:
[122] red,state
[122] state,covid
[122] covid,wrought
[122] wrought,last
[122] last,year
[122] year,gop
[122] gop,montana
[122] montana,banned
[122] banned,vax
[122] vax,mandates

Top Word Pairs in Tweet in G8:
[202] adam,ruins
[200] four,years
[200] years,first
[200] first,covered
[200] covered,profit
[200] profit,tax
[200] tax,preparation
[200] preparation,industry
[200] industry,rips
[200] rips,americans

Top Word Pairs in Tweet in G9:
[78] sen,richard
[78] richard,burr
[78] burr,told
[78] told,broker
[78] broker,sell
[78] sell,more
[78] more,million
[78] million,dollars
[78] dollars,stock
[78] stock,week

Top Word Pairs in Tweet in G10:
[44] trump,added
[44] added,trillion
[44] trillion,national
[44] national,debt
[44] debt,promising
[44] promising,lower
[44] lower,give
[44] give,four
[44] four,more
[43] chrispinesworth,trump

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@svenyc
@mikepompeo
@actbrigitte
@adamconover
@tedcruz
@jim_jordan
@davidsirota
@charlesornstein
@frontlinepbs

Top Replied-To in G1:
@propublica
@svenyc
@matt_fleming321
@orange_cat_bad
@greg_faltin
@scotchfairy
@amoyal
@chelseaperetti
@friesrichard
@cocoachaeng

Top Replied-To in G2:
@propublica
@charlesornstein
@sewellchan
@jenny_deam
@kyleroku
@lynndombek
@smmills1960
@texastribune
@dicktofel
@sfor4th

Top Replied-To in G4:
@propublica
@davidsirota
@andykroll
@justinelliott
@andrewperezdc
@lynndombek
@cnbc
@levernews
@opensecretsdc
@reazlepuff

Top Replied-To in G6:
@frontlinepbs
@no2hitting
@kmcatch22
@propublica
@mineeymind
@potus
@shannonrwatts
@bledwine
@cnn
@rainperry

Top Replied-To in G7:
@cassandrajar
@justgottaask1
@momodee9
@chicadee09231
@ericuman
@leslietfj

Top Replied-To in G8:
@adamconover

Top Replied-To in G9:
@smmills1960
@cassofdunshire
@kelseylandis
@propublica
@charlesornstein
@rprobst
@yep4rights
@spencertoder
@robertbucklin8
@crewcrew

Top Replied-To in G10:
@ranchhand0351

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@senwhitehouse
@adamconover
@ericuman
@andykroll
@charlesornstein
@maxblau
@texastribune
@davidsirota
@justinelliott

Top Mentioned in G1:
@propublica
@rephuffman
@elguante
@chelseaperetti
@maxblau
@wendellpotter
@benwikler
@afthealthcare
@charlesornstein
@ericuman

Top Mentioned in G2:
@propublica
@charlesornstein
@texastribune
@maxblau
@txdps
@jenny_deam
@marilynt2004
@lomikriel
@sewellchan
@dicktofel

Top Mentioned in G3:
@rickmas27448357
@kroltanz
@hankelvis
@ellohhlo
@wydmindfeersart
@howlowilltheygo
@thornburgh_e

Top Mentioned in G4:
@propublica
@andykroll
@davidsirota
@justinelliott
@levernews
@propubli
@themorrancave
@georgemasonlaw
@andrewperezdc
@eisingerj

Top Mentioned in G5:
@senwhitehouse
@propublica
@rachelbitecofer
@justinelliott
@maxblau
@faravaharsf
@repadamschiff
@staciburk
@dicktofel
@davidsirota

Top Mentioned in G6:
@propublica
@ap
@abc
@npr
@newshour
@cnn
@foxnews
@wsj
@ndn
@potus

Top Mentioned in G7:
@ericuman
@janemayernyer
@propublica
@katewillett
@nc4hr
@andykroll
@jenny_deam
@billymcwillia12
@ir_phildrake
@cassandrajar

Top Mentioned in G8:
@adamconover
@propublica
@doctorow
@ericuman
@sewellchan
@davidsirota
@georgemasonlaw
@unusual_whales
@netflix

Top Mentioned in G9:
@crewcrew
@jeremykohler
@propublica
@ericgarland
@stltoday
@smmills1960
@davidhunn
@senwhitehouse
@jeremyk
@springfieldnl

Top Mentioned in G10:
@chrispinesworth
@earthwarrior000
@speechboy71
@propublica
@brettmmurphy
@texastribune
@capitolhunters
@ranchhand0351
@bennybryant17
@staciburk

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@threadreaderapp
@dichristine
@remindme_ofthis
@telesurtv
@cloudwanderer3
@yarosisnancy
@phillip92321
@bunrxm
@givemepie360

Top Tweeters in G1:
@threadreaderapp
@carrybeyond
@cotey_mary
@paxnostrum
@fleming77
@lorettabower3
@bmangh
@sba1211
@michelejeanson1
@baronianconsult

Top Tweeters in G2:
@missb62
@dichristine
@bunrxm
@givemepie360
@mharvey816
@lechatnoire4
@jjj5819
@vedehimajumdar
@micjojd
@phendricks71

Top Tweeters in G3:
@southbeachsheed
@stevejacksonva
@mary_swilling
@esssie31
@blurbette
@rosenthalellery
@chloepoliticat
@johnb78
@techjunkiejh
@udnspeak4me

Top Tweeters in G4:
@cloudwanderer3
@mayirmamay14
@jmhamiltonblog
@theresamax
@amyayers16
@tadrow
@zardoz420wpn
@netbacker
@norsemndem
@cnbc

Top Tweeters in G5:
@onahunttoday
@sar_oso
@deesbarbara
@wismiss3
@gregmroscoe
@jrweaver55
@tabruns
@shirleydebalsi
@debp197
@kevtkel

Top Tweeters in G6:
@telesurtv
@thehill
@reuters
@business
@guardian
@businessinsider
@huffpost
@slate
@skynews
@peta

Top Tweeters in G7:
@1loriking
@cnbsnana
@enrico056
@sallyrmelb
@suekhi
@avonan
@cryborg
@royaleight
@zentaoprincess
@soaprookie

Top Tweeters in G8:
@samhainnight
@deathtocrazy
@rycaster
@doctorow
@andrewdwilliams
@hiredandfiredup
@sirloinofice1
@lonestarcelt
@laurenfoxwrites
@thebarbarienne

Top Tweeters in G9:
@phillip92321
@joanisparkles
@kimpy123
@bethsinniresist
@trumpwatchnews
@sandykalano
@ydanasmithdutra
@dianeeugenio
@karolcummins
@ronsupportsyou

Top Tweeters in G10:
@katcapps
@sexygirl798
@adekleine
@llama_strudel
@boandsunny
@aquarius1049
@teakinrj
@tbell1968
@beverlynotmypre
@dancindoti


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