Propublica, Twitter, 7/8/2022 4:29:03 PM, 279196


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Propublica_2022-07-08_06-05-14.xlsx
Propublica_2022-07-08_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3Ispf9c
@propublica
@charlesornstein
@texastribune
@willsennott
@byheatherlong
@no2hitting
@rodpac
@craigsilverman
@kylegriffin1
@eisingerj

Top hashtags:
#maga
#gop
#operationlonestar
#privacy
#trumptaxplan
#bbig
#google

Description:
Description
The graph represents a network of 6,705 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, 08 July 2022 at 13:11 UTC.

The requested start date was Friday, 08 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, 2-hour, 43-minute period from Monday, 04 July 2022 at 12:50 UTC to Thursday, 07 July 2022 at 15:33 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 : 6705
Unique Edges : 4966
Edges With Duplicates : 15093
Total Edges : 20059
Number of Edge Types : 5
Retweet : 5399
MentionsInRetweet : 7664
Tweet : 1036
Mentions : 4996
Replies to : 964
Self-Loops : 1076
Reciprocated Vertex Pair Ratio : 0.0119121607623783
Reciprocated Edge Ratio : 0.023543863240864
Connected Components : 772
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 5188
Maximum Edges in a Connected Component : 18092
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.424069
Graph Density : 0.000217328819906065
Modularity : 0.409229
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,705 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, 08 July 2022 at 13:11 UTC.

The requested start date was Friday, 08 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, 2-hour, 43-minute period from Monday, 04 July 2022 at 12:50 UTC to Thursday, 07 July 2022 at 15:33 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:
[245] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[145] https://twitter.com/propublica/status/1544456082981982208
[142] https://www.propublica.org/article/operation-lone-star-doj-investigation-abbott
[101] https://www.propublica.org/article/period-app-privacy-hipaa
[95] https://www.propublica.org/article/fishing-new-bedford-private-equity
[83] https://www.propublica.org/article/google-russia-rutarget-sberbank-sanctions-ukraine
[77] https://www.propublica.org/article/vallejo-police-killing-investigations
[75] https://www.propublica.org/article/ken-griffin-illinois-graduated-income-tax
[47] https://www.propublica.org/article/national-debt-trump
[34] https://www.propublica.org/article/scotus-epa-climate-greenhouse-clean-air-act

Top URLs in Tweet in G1:
[195] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[18] https://www.cnbc.com/2022/06/16/how-president-bidens-ocean-reform-act-can-impact-shipping-inflation.html
[13] https://www.rmpbs.org/blogs/news/colorado-hoa-foreclosure-investigation/
[13] https://twitter.com/propublica/status/1544456082981982208
[10] https://trib.al/wbiScgP
[10] https://www.propublica.org/article/operation-lone-star-doj-investigation-abbott
[7] https://www.propublica.org/article/ocean-freight-shipping-costs-inflation
[7] https://www.propublica.org/article/fishing-new-bedford-private-equity
[4] https://www.propublica.org/article/period-app-privacy-hipaa
[4] https://www.propublica.org/article/vallejo-police-killing-investigations

Top URLs in Tweet in G2:
[53] https://www.propublica.org/article/operation-lone-star-doj-investigation-abbott
[39] https://www.propublica.org/article/fishing-new-bedford-private-equity
[31] https://www.propublica.org/article/period-app-privacy-hipaa
[9] https://www.propublica.org/article/ken-griffin-illinois-graduated-income-tax
[6] https://www.propublica.org/article/scotus-epa-climate-greenhouse-clean-air-act
[5] https://www.propublica.org/article/vallejo-police-killing-investigations
[5] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[3] https://twitter.com/propublica/status/1544607568127004673
[2] https://www.propublica.org/article/google-russia-rutarget-sberbank-sanctions-ukraine
[2] https://www.propublica.org/article/texas-governor-brags-about-his-border-initiative-the-data-doesnt-back-him-up

Top URLs in Tweet in G3:
[92] https://twitter.com/propublica/status/1544456082981982208
[36] https://www.propublica.org/article/period-app-privacy-hipaa
[36] https://www.propublica.org/article/fishing-new-bedford-private-equity
[33] https://www.propublica.org/article/ken-griffin-illinois-graduated-income-tax
[33] https://www.propublica.org/article/vallejo-police-killing-investigations
[27] https://www.propublica.org/article/google-russia-rutarget-sberbank-sanctions-ukraine
[25] https://www.propublica.org/article/operation-lone-star-doj-investigation-abbott
[13] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[10] https://www.propublica.org/article/ocean-freight-shipping-costs-inflation
[10] https://twitter.com/propublica/status/1544970196179456000

Top URLs in Tweet in G4:
[4] https://www.propublica.org/article/operation-lone-star-doj-investigation-abbott
[4] https://www.propublica.org/article/texas-governor-brags-about-his-border-initiative-the-data-doesnt-back-him-up
[2] https://www.texastribune.org/2022/07/06/operation-lone-star-doj-investigation-abbott/
[2] https://www.texasstandard.org/stories/gov-greg-abbott-operation-lone-star-doj-investigation/
[2] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[2] https://www.texastribune.org/2022/07/06/operation-lone-star-doj-investigation-abbott/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social
[1] https://www.houstonchronicle.com/politics/texas/article/Justice-Department-is-investigating-Texas-17287171.php?utm_medium=social&utm_campaign=socialflow&utm_source=twitter
[1] https://www.themarshallproject.org/2022/04/27/reality-check-seven-times-texas-leaders-misled-the-public-about-operation-lone-star?utm_medium=social&utm_campaign=socialflow&utm_source=twitter
[1] https://www.texastribune.org/2022/03/30/operation-lone-star-texas-explained/?utm_campaign=trib-social&utm_content=1656532822&utm_medium=social&utm_source=twitter
[1] https://www.texastribune.org/2022/03/21/operation-lone-star-lacks-clear-metrics-measure-accomplishments/?utm_campaign=trib-social&utm_content=1656532853&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G5:
[7] https://www.propublica.org/article/jeff-yass-susquehanna-tiktok-tax-avoidance
[3] https://www.propublica.org/article/national-debt-trump
[3] https://www-propublica-org.cdn.ampproject.org/v/s/www.propublica.org/article/national-debt-trump/amp?amp_gsa=1&_js_v=a9&usqp=mq331AQKKAFQArABIIACAw%3D%3D#amp_tf=From%20%251%24s&aoh=16569516566730&referrer=https%3A%2F%2Fwww.google.com&share=https%3A%2F%2Fwww.propublica.org%2Farticle%2Fnational-debt-trump
[3] https://www.propublica.org/article/steve-bannon-guo-wengui-private-jet-campaign-finance-law
[2] https://www.propublica.org/article/ken-griffin-illinois-graduated-income-tax
[2] https://www.propublica.org/article/national-debt-trump/amp
[2] https://www.propublica.org/article/vallejo-police-killing-investigations?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[2] https://assetsc3.propublica.org/images/articles/_threeTwo800w/202010114-the-debt-to-gdp-ratio-is-the-highest-it-s-been-since-world-war-ii-small.png
[2] https://www.forbes.com/sites/dbloom/2021/02/23/zashvinco-merger-adds-singapore-short-video-site-lomotif-to-portfolio/
[2] https://twitter.com/propublica/status/1544456082981982208

Top URLs in Tweet in G6:
[5] https://www.propublica.org/article/national-debt-trump
[3] https://projects.propublica.org/represent/members/O000172-alexandria-ocasio-cortez/bills-sponsored/116
[2] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[2] https://www.propublica.org/article/contractor-masks-guilty-plea
[1] https://www.themarshallproject.org/2022/06/22/louisiana-limits-solitary-confinement-for-youth
[1] https://twitter.com/ennui365/status/1544693861330681856
[1] https://twitter.com/Desert_yoSemite/status/1542252629501149184
[1] https://twitter.com/MelanieMoore/status/1543886811948146688
[1] https://twitter.com/hugolowell/status/1544008607997501440
[1] https://twitter.com/morethanmySLE/status/1543994005058379779

Top URLs in Tweet in G7:
[3] https://www.mediapost.com/publications/article/375406/google-microsoft-publishers-may-have-unknowingly.html
[3] https://www.propublica.org/article/google-russia-rutarget-sberbank-sanctions-ukraine
[2] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[1] https://twitter.com/craigsilverman/status/1542857369125797889
[1] https://www.propublica.org/article/google-russia-rutarget-sberbank-sanctions-ukraine?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://apple.news/AaDtuG83kTqKzoFm_ci5wyw
[1] https://www.cdpinstitute.org/news/
[1] https://www.propublica.org/article/period-app-privacy-hipaa
[1] https://www.propublica.org/article/google-guns-ads-firearms-alphabet-advertising
[1] https://www.propublica.org/article/operation-lone-star-doj-investigation-abbott

Top URLs in Tweet in G8:
[6] https://www.inquirer.com/business/yass-susquehanna-sig-irs-taxes-propublica-20220414.html
[4] https://www.propublica.org/article/billionaires-tax-avoidance-techniques-irs-files
[2] https://www.propublica.org/article/die-in-childbirth-maternal-death-rate-health-care-system
[1] https://www.preeclampsia.org/postpartum-preeclampsia
[1] https://www.propublica.org/article/syndicated-conservation-easement-irs-tax-scam?utm_s
[1] https://twitter.com/byHeatherLong/status/1544674058888962049
[1] https://www.propublica.org/article/national-debt-trump
[1] https://www.propublica.org/article/when-private-equity-becomes-your-landlord

Top URLs in Tweet in G9:
[1] https://www.propublica.org/article/ken-griffin-illinois-graduated-income-tax
[1] https://www.texastribune.org/2022/07/06/operation-lone-star-doj-investigation-abbott/?utm_campaign=trib-social&utm_content=1657110375&utm_medium=social
[1] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale
[1] https://trib.al/1rw1KtY
[1] https://trib.al/wabN3Sq

Top URLs in Tweet in G10:
[1] https://www.elsoldemexico.com.mx/mexico/sociedad/christopher-landau-embajador-eu-tambien-le-entra-a-la-rifa-del-avion-presidencial-cachito-loteria-5677838.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1421] propublica.org
[456] twitter.com
[90] trib.al
[25] texastribune.org
[20] cnbc.com
[13] rmpbs.org
[9] apple.news
[7] amazonaws.com
[6] nytimes.com
[6] inquirer.com

Top Domains in Tweet in G1:
[266] propublica.org
[79] trib.al
[65] twitter.com
[19] cnbc.com
[13] rmpbs.org
[3] propub.li
[3] journalismmentors.com
[1] texastribune.org
[1] nytimes.com
[1] google.com

Top Domains in Tweet in G2:
[161] propublica.org
[14] twitter.com
[3] texastribune.org
[1] documentcloud.org
[1] kvue.com
[1] bit.ly
[1] trib.al
[1] cnbc.com
[1] nytimes.com

Top Domains in Tweet in G3:
[356] propublica.org
[206] twitter.com
[8] texastribune.org
[6] apple.news
[2] fastcompany.com
[2] srad.jp
[2] kiiitv.com
[2] coinyar.com
[2] memeorandum.com
[1] shorturl.at

Top Domains in Tweet in G4:
[14] propublica.org
[10] texastribune.org
[3] texasstandard.org
[2] houstonchronicle.com
[2] twitter.com
[1] themarshallproject.org
[1] justice.gov
[1] wfaa.com
[1] tpr.org

Top Domains in Tweet in G5:
[30] twitter.com
[29] propublica.org
[3] ampproject.org
[2] businessinsider.com
[2] forbes.com
[2] nytimes.com
[1] instagram.com
[1] talkingpointsmemo.com
[1] foxnews.com
[1] reddit.com

Top Domains in Tweet in G6:
[43] twitter.com
[23] propublica.org
[4] pbs.org
[3] co.uk
[1] themarshallproject.org
[1] foxnews.com
[1] theguardian.com
[1] dailycaller.com
[1] reuters.com
[1] youtube.com

Top Domains in Tweet in G7:
[10] propublica.org
[5] twitter.com
[3] mediapost.com
[1] apple.news
[1] cdpinstitute.org
[1] stihi.ru
[1] foxnews.com

Top Domains in Tweet in G8:
[9] propublica.org
[6] inquirer.com
[1] preeclampsia.org
[1] twitter.com

Top Domains in Tweet in G9:
[2] propublica.org
[2] trib.al
[1] texastribune.org

Top Domains in Tweet in G10:
[1] com.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] maga
[49] gop
[32] operationlonestar
[29] privacy
[17] trumptaxplan
[12] bbig
[10] google
[8] inflation
[7] hipaa
[6] scotus



Top Hashtags in Tweet in G1:
[3] inflation
[3] greed
[3] profits
[2] voteblue
[2] taxtherich
[2] louisiana
[2] voteblueorwearescrewed
[2] news
[2] politics
[2] washington

Top Hashtags in Tweet in G2:
[27] operationlonestar
[12] privacy
[2] foia
[1] fishing
[1] txlege
[1] tx2022
[1] roevswade
[1] maternalmortality
[1] pregnancy
[1] childbirth

Top Hashtags in Tweet in G3:
[7] google
[5] privacy
[5] inflation
[4] doj
[3] sberbank
[3] smartnews
[2] data
[2] neoliberalism
[2] poverty
[2] inequality

Top Hashtags in Tweet in G4:
[3] operationlonestar
[2] abbottfailstexaseveryday
[1] immigration
[1] txlege
[1] votebeto
[1] foia
[1] privacy
[1] smartnews
[1] fakenews

Top Hashtags in Tweet in G5:
[12] bbig
[5] hyperreal
[3] january6th
[1] transnationalabuse
[1] aca
[1] hipaa
[1] jcpoa
[1] bbigsqueeze
[1] lightitup
[1] eatthisshill

Top Hashtags in Tweet in G6:
[49] gop
[49] maga
[4] usa
[4] netherlands
[4] autopilot
[3] wef
[3] freedom
[2] trudeau
[2] biden
[2] cdnpoli

Top Hashtags in Tweet in G7:
[1] datasecurity
[1] politehate
[1] issuu
[1] zvukislov
[1] labirint
[1] strat

Top Hashtags in Tweet in G8:
[1] demvoice1
[1] fresh

Top Hashtags in Tweet in G10:
[1] traidores_a_la_patria

Top Words
Top Words in Tweet in Entire Graph:
[4117] propublica
[717] tax
[683] data
[682] texastribune
[641] investigating
[618] rights
[610] civil
[603] alleged
[591] google
[538] state

Top Words in Tweet in G1:
[2387] propublica
[234] one
[228] work
[210] return
[201] more
[195] containers
[194] really
[192] money
[190] tax
[190] joemahr

Top Words in Tweet in G2:
[333] propublica
[257] charlesornstein
[227] willsennott
[148] story
[132] federal
[127] fishing
[114] know
[105] fish
[104] family
[102] dutch

Top Words in Tweet in G3:
[115] propublica
[66] data
[55] tax
[48] federal
[48] texas
[47] rights
[45] apps
[44] civil
[42] operation
[42] lone

Top Words in Tweet in G4:
[585] texastribune
[490] propublica
[269] investigating
[263] alleged
[195] under
[193] rights
[191] civil
[181] violations
[180] justice
[180] gov

Top Words in Tweet in G5:
[101] propublica
[87] tax
[54] data
[53] irs
[53] paid
[52] increase
[52] rich
[52] secret
[52] shows
[51] crewcrew

Top Words in Tweet in G6:
[108] propublica
[72] ap
[69] abc
[62] cnn
[60] foxnews
[60] npr
[51] wsj
[49] #gop
[49] #maga
[48] aarp

Top Words in Tweet in G7:
[353] google
[214] sharing
[212] data
[203] russian
[199] state
[119] war
[116] checkmyadshq
[104] huge
[104] stalker
[104] level

Top Words in Tweet in G8:
[190] happens
[98] preeclampsia
[96] more
[95] byheatherlong
[95] info
[95] during
[95] pregnancy
[95] postpartum
[95] preeclamspia
[95] birth

Top Words in Tweet in G9:
[101] department
[101] justice
[101] investigating
[101] alleged
[101] civil
[101] rights
[101] violations
[101] under
[101] operation
[101] lone

Top Words in Tweet in G10:
[116] emoctezumab
[115] rodpac
[96] embajador
[95] biden
[94] imaginen
[94] diga
[94] duda
[94] razonable
[94] robó
[94] elección

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[606] civil,rights
[516] rights,violations
[510] alleged,civil
[462] operation,lone
[462] lone,star
[376] violations,under
[367] justice,investigating
[367] investigating,alleged
[365] department,justice
[297] ken,griffin

Top Word Pairs in Tweet in G1:
[182] really,impressive
[182] impressive,work
[182] work,propublica
[182] propublica,topic
[182] topic,recap
[181] joemahr,really
[129] income,tax
[128] poured,money
[128] money,successful
[128] successful,campaign

Top Word Pairs in Tweet in G2:
[95] 000,pounds
[94] catch,50
[94] 50,000
[94] pounds,fish
[94] fish,don
[94] don,know
[94] know,kids
[94] kids,going
[94] going,dinner
[77] tell,catch

Top Word Pairs in Tweet in G3:
[44] civil,rights
[42] operation,lone
[42] lone,star
[38] period,tracking
[38] tracking,apps
[36] patient,privacy
[36] privacy,law
[36] private,equity
[34] federal,patient
[34] law,cover

Top Word Pairs in Tweet in G4:
[190] texastribune,propublica
[188] civil,rights
[181] rights,violations
[180] alleged,civil
[178] violations,under
[175] justice,investigating
[173] gov,greg
[172] department,justice
[172] investigating,alleged
[169] under,gov

Top Word Pairs in Tweet in G5:
[51] ken,griffin
[51] griffin,spent
[51] spent,54
[51] 54,million
[51] million,fighting
[51] fighting,tax
[51] tax,increase
[51] increase,rich
[51] rich,secret
[51] secret,irs

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

Top Word Pairs in Tweet in G7:
[198] google,sharing
[106] russian,state
[104] huge,google
[104] sharing,stalker
[104] stalker,level
[104] level,data
[104] data,russian
[104] state,throughout
[104] throughout,course
[104] course,war

Top Word Pairs in Tweet in G8:
[95] more,info
[95] info,preeclampsia
[95] preeclampsia,happens
[95] happens,during
[95] during,pregnancy
[95] pregnancy,postpartum
[95] postpartum,preeclamspia
[95] preeclamspia,happens
[95] happens,birth
[94] byheatherlong,more

Top Word Pairs in Tweet in G9:
[101] department,justice
[101] justice,investigating
[101] investigating,alleged
[101] alleged,civil
[101] civil,rights
[101] rights,violations
[101] violations,under
[101] under,operation
[101] operation,lone
[101] lone,star

Top Word Pairs in Tweet in G10:
[94] imaginen,embajador
[94] embajador,emoctezumab
[94] emoctezumab,diga
[94] diga,duda
[94] duda,razonable
[94] razonable,biden
[94] biden,robó
[94] robó,elección
[94] elección,trump
[94] trump,además

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@texastribune
@texas_hokie
@jhockenbrough
@rpflyer2
@rodpac
@charlesornstein
@ozbatrisa
@willsennott
@incrementallog1

Top Replied-To in G1:
@propublica
@ozbatrisa
@joemahr
@bayareadata
@iamnotabot5
@cara__noel
@kswesq
@shadysodhi
@ackocher
@ok_dumbass

Top Replied-To in G2:
@charlesornstein
@willsennott
@propublica
@markolalde
@nekware
@joe86753091
@jengriffinfnc
@jen1nifer
@thatgirlfromnk
@brooklynmarie

Top Replied-To in G4:
@texastribune
@texas_hokie
@jhockenbrough
@rpflyer2
@birds_whatrthey
@dwntwnt
@charles59177374
@refugees
@tjinca82
@mattarchambeau1

Top Replied-To in G5:
@propublica
@shannonrwatts
@aaron_529
@mrspanstreppon
@potus
@themaltesemama
@theatlantic
@truexdemon
@marty41143
@leadermcconnell

Top Replied-To in G6:
@incrementallog1
@et_sharing
@propublica
@thisiscobb
@jimkane20455052
@cnn
@frontlinepbs
@ceruleanrealist
@texas_hokie
@stikwithrik

Top Replied-To in G7:
@checkmyadshq
@propublica
@payattentionyo

Top Replied-To in G8:
@byheatherlong

Top Replied-To in G9:
@hihkatharine

Top Replied-To in G10:
@rodpac
@xpedroza
@carlosramirezf
@mafalda0909
@francorox
@elmacmx

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@texastribune
@charlesornstein
@willsennott
@joemahr
@google
@marshallproj
@txdps
@emoctezumab
@refugees

Top Mentioned in G1:
@propublica
@joemahr
@michaelgrabell
@ukraine_world
@charlesornstein
@barrelofmatt
@texastribune
@rmpbs
@rakeen_mabud
@epa

Top Mentioned in G2:
@propublica
@charlesornstein
@willsennott
@texastribune
@perla_trevizo
@newbedfordlight
@annaleighclark
@thejusticedept
@govabbott
@by_colinhogan

Top Mentioned in G3:
@wydmindfeersart
@paleogop
@kagan_ellen

Top Mentioned in G4:
@texastribune
@propublica
@marshallproj
@txdps
@refugees
@jinatx
@jhockenbrough
@harpod35licia
@rpflyer2
@mattarchambeau1

Top Mentioned in G5:
@propublica
@crewcrew
@truexdemon
@potus
@zashglobal
@justinelliott
@lomotifofficial
@adrizertech
@cryptydeinc
@aaron_529

Top Mentioned in G6:
@propublica
@ap
@abc
@cnn
@foxnews
@npr
@wsj
@aarp
@nro
@ndn

Top Mentioned in G7:
@google
@checkmyadshq
@craigsilverman
@propublica
@catthekin
@chrishealth3
@dmarti
@charlesornstein
@markwarner
@garrettventry

Top Mentioned in G8:
@byheatherlong
@tonyhussein4
@propublica
@brianbengs
@pa_spotlight
@joemahr
@charlesornstein
@heartsisters
@preeclampsia
@verbalcupcake

Top Mentioned in G9:
@kylegriffin1
@eotaxprof
@houstonchron
@propublica
@crewcrew
@guthriegf
@markolalde
@willsennott

Top Mentioned in G10:
@emoctezumab
@rodpac
@propublica
@nytimes
@usambmex
@chrislandauusa
@jorgegcastaneda
@xpedroza
@carlosramirezf
@kensalazar

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@missb62
@threadreaderapp
@dichristine
@gambiste1
@mattmurph24
@telesurtv
@kat4obama
@joni_looking
@cloudwanderer3

Top Tweeters in G1:
@threadreaderapp
@_redfrog
@lechatnoire4
@rhiles2760
@chilhon2016lap
@dancas2
@jjj5819
@pollsstar
@russelltim151
@ansisegle

Top Tweeters in G2:
@missb62
@phillip92321
@mharvey816
@marthalynneowe1
@1loriking
@cotey_mary
@pas5974
@adekleine
@sallyagale
@sueleugers

Top Tweeters in G3:
@occuworld
@chronlaw
@denniskoch10
@fleming77
@keinishikawa3
@mary_swilling
@m5b1tch
@charluv2011
@shehzadyounis
@rosenthalellery

Top Tweeters in G4:
@mattmurph24
@lizditz
@cblazblaz
@eilonwy24
@michelejeanson1
@monicarivpin
@rolandsmartin
@reggiebub
@knight201701
@uscgamecockboy

Top Tweeters in G5:
@gambiste1
@carrybeyond
@infobae
@business
@micjojd
@laurendownsouth
@overunderclover
@no2hitting
@people
@thedailybeast

Top Tweeters in G6:
@telesurtv
@thehill
@reuters
@guardian
@businessinsider
@pqpolitics
@channelnewsasia
@dcexaminer
@slate
@skynews

Top Tweeters in G7:
@yarosisnancy
@b1e56df9ce6549f
@vedehimajumdar
@lorettabower3
@jomajority
@dian_simplethin
@boundaryseeker
@povediitz
@agent_snark
@brianpiero

Top Tweeters in G8:
@katcapps
@_silversmith
@suekhi
@mikereesem
@longfellowjean
@alasscanisback
@robertsixto2
@hpfulcanadian
@aplebeianlife
@insonifier

Top Tweeters in G9:
@kat4obama
@davidpsdem
@belladonamodels
@maryalicebisho2
@digyoursoul
@cryborg
@sandykalano
@dollymad1812
@vaw511
@bethlevin

Top Tweeters in G10:
@tovieji
@mariantop1
@normitapc
@locrtatapia
@dayan_shalom
@jipourroy
@chepeluis82
@elbamachain
@lablum
@dcuiros


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