Propublica, Twitter, 12/9/2022 4:03:40 PM, 285879


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Propublica_2022-12-09_06-05-15.xlsx
Propublica_2022-12-09_06-05-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3iDXe5t
@propublica
@freeblacktx
@charlesornstein
@ciper
@frankdelia7
@ericuman
@alecmacgillis
@icijorg
@avakofman
@afronola

Top hashtags:
#alertaciper
#shadowdiplomats
#asbestos
#foxnews
#gop
#maga
#abortion
#demcast
#demvoice1

Description:
Description
The graph represents a network of 6,461 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 December 2022 at 14:11 UTC.

The requested start date was Friday, 09 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, 23-hour, 39-minute period from Sunday, 04 December 2022 at 15:56 UTC to Thursday, 08 December 2022 at 15:35 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 : 6461
Unique Edges : 5081
Edges With Duplicates : 14616
Total Edges : 19697
Number of Edge Types : 5
Retweet : 5332
MentionsInRetweet : 8325
Mentions : 4101
Replies to : 845
Tweet : 1094
Self-Loops : 1198
Reciprocated Vertex Pair Ratio : 0.0181892084137791
Reciprocated Edge Ratio : 0.0357285429141717
Connected Components : 693
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 4955
Maximum Edges in a Connected Component : 17544
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.819419
Graph Density : 0.00024006865676076
Modularity : 0.414302
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,461 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 December 2022 at 14:11 UTC.

The requested start date was Friday, 09 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, 23-hour, 39-minute period from Sunday, 04 December 2022 at 15:56 UTC to Thursday, 08 December 2022 at 15:35 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:
[212] https://www.propublica.org/article/louisiana-enslaved-grave-sites
[126] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[118] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[96] https://www.propublica.org/article/asbestos-poisoning-plant-mcintosh-alabama-olin
[94] https://www.propublica.org/article/the-lost-year-what-the-pandemic-cost-teenagers
[77] https://www.propublica.org/article/national-debt-trump
[72] https://www.propublica.org/article/hospice-healthcare-aseracare-medicare
[62] https://www.propublica.org/article/honorary-consuls-russia-vladimir-putin
[58] https://www.propublica.org/article/uranium-mills-pollution-cleanup-us
[51] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall

Top URLs in Tweet in G1:
[13] https://trib.al/GBnykhH
[11] https://fallows.substack.com/p/on-that-propublica-chinese-lab-leak
[11] https://trib.al/KyQtlRi
[11] https://www.propublica.org/article/uranium-mills-pollution-cleanup-us
[10] https://twitter.com/JamesFallows/status/1600550180637622306
[8] https://fallows.substack.com/p/on-that-propublica-chinese-lab-leak?r=2e&utm_campaign=post&utm_medium=web
[7] https://www.propublica.org/article/new-bill-seeks-to-remove-tennessee-judge-who-illegally-jailed-children
[7] https://www.propublica.org/article/halfway-houses-colorado-theft-grievances-crime
[6] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall
[5] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation

Top URLs in Tweet in G2:
[25] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[11] https://www.propublica.org/article/for-black-families-in-phoenix-child-welfare-investigations-are-constant-threat
[10] https://www.propublica.org/article/uranium-mills-pollution-cleanup-us
[10] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[9] https://www.seattletimes.com/seattle-news/times-watchdog/how-universal-health-services-exploits-washington-special-education-system/
[6] https://www.propublica.org/article/halfway-houses-colorado-prison-crime-oversight
[6] https://www.propublica.org/article/william-barr-mexico-cartels-cienfuegos-case
[6] https://trib.al/GBnykhH
[5] https://www.propublica.org/article/halfway-houses-colorado-theft-grievances-crime
[5] https://www.propublica.org/article/asbestos-poisoning-plant-mcintosh-alabama-olin

Top URLs in Tweet in G3:
[15] https://www.propublica.org/article/honorary-consuls-russia-vladimir-putin
[4] https://www.icij.org/investigations/shadow-diplomats/russia-putin-honorary-consuls-kremlin-diplomacy/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[3] https://www.propublica.org/article/honorary-consuls-shadow-diplomatic-immunity-reforms
[2] https://www.ciperchile.cl/2022/12/05/consules-honorarios-de-chile-han-sido-procesados-por-corrupcion-en-mexico-y-belgica/
[2] https://www.interweb777.com/solo-hagase-consul/
[2] https://www.propublica.org/article/why-we-published-parler-users-videos-capitol-attack
[2] https://techcrunch.com/2021/01/11/scraped-parler-data-is-a-metadata-goldmine/
[2] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall
[1] https://bit.ly/3hAFpUp
[1] https://www.icij.org/investigations/shadow-diplomats/accused-terror-financiers-arms-drug-traffickers/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G4:
[64] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[51] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[46] https://www.propublica.org/article/asbestos-poisoning-plant-mcintosh-alabama-olin
[25] https://www.propublica.org/article/hospice-healthcare-aseracare-medicare
[21] https://www.propublica.org/article/uranium-mills-pollution-cleanup-us
[17] https://www.propublica.org/article/honorary-consuls-russia-vladimir-putin
[12] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall
[12] https://www.propublica.org/article/how-to-research-your-hospice-and-avoid-hospice-fraud
[11] https://www.propublica.org/article/st-louis-can-banish-people-from-entire-neighborhoods
[11] https://www.propublica.org/article/mexico-drug-cartels-cienfuegos-case-dea

Top URLs in Tweet in G5:
[5] https://www.texastribune.org/jobs/
[4] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall
[3] https://www.propublica.org/
[3] https://features.propublica.org/border-crashes/death-injuries-in-high-speed-border-patrol-chases/
[3] https://www.texastribune.org/jobs/data-reporter-texas-tribune-propublica/
[2] https://www.texastribune.org/jobs/data-reporter-texas-tribune-propublica/?utm_campaign=trib-social&utm_content=1669065439&utm_medium=social&utm_source=twitter
[2] https://www.texastribune.org/2022/12/02/border-wall-texas-doj-arcadis-webuildthewall/?utm_campaign=trib-social&utm_content=1670256329&utm_medium=social&utm_source=twitter
[2] https://www.theguardian.com/
[2] https://www.tampabay.com/
[2] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud

Top URLs in Tweet in G6:
[9] https://www.propublica.org/article/hospice-healthcare-aseracare-medicare
[7] https://www.propublica.org/article/louisiana-enslaved-grave-sites
[6] https://www.propublica.org/article/milwaukee-fire-brunner-belen-landlord-tenant
[5] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[4] https://features.propublica.org/waterloo-meatpacking/as-covid-19-ravaged-this-iowa-city-officials-discovered-meatpacking-executives-were-the-ones-in-charge/
[4] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall
[3] https://www.newyorker.com/magazine/2022/12/05/how-hospice-became-a-for-profit-hustle
[3] https://www.propublica.org/article/how-to-research-your-hospice-and-avoid-hospice-fraud
[3] https://trib.al/GBnykhH
[2] https://www.propublica.org/article/moore-v-harper-explained-scotus-elections

Top URLs in Tweet in G7:
[200] https://www.propublica.org/article/louisiana-enslaved-grave-sites
[1] https://trib.al/KyQtlRi
[1] https://www.propublica.org/article/asbestos-poisoning-plant-mcintosh-alabama-olin
[1] https://www.propublica.org/article/washington-special-education-schools-funding-abuse

Top URLs in Tweet in G8:
[4] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[4] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[3] https://www.propublica.org/article/honorary-consuls-russia-vladimir-putin
[2] https://twitter.com/todgerstone/status/1600175706318651392?s=46&t=LFY8Oqb8EJndlH9M3aE9xg
[1] https://projects.propublica.org/nonprofits/organizations/133297197/202101349349301830/full
[1] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[1] https://www.propublica.org/article/for-black-families-in-phoenix-child-welfare-investigations-are-constant-threat?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/ron-desantis-florida-redistricting-map-scheme
[1] https://trib.al/KyQtlRi
[1] https://www.propublica.org/article/st-louis-can-banish-people-from-entire-neighborhoods

Top URLs in Tweet in G9:
[91] https://www.propublica.org/article/the-lost-year-what-the-pandemic-cost-teenagers
[2] https://projects.propublica.org/docdollars/
[1] https://www.propublica.org/article/asbestos-poisoning-plant-mcintosh-alabama-olin
[1] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://theintellectualist.com/members/the-intellectualist/activity/13149/
[1] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[1] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[1] https://www.propublica.org/article/national-debt-trump
[1] https://features.propublica.org/diabetes-amputations/black-american-amputation-epidemic/
[1] https://www.propublica.org/article/border-wall-texas-doj-arcadis-webuildthewall

Top URLs in Tweet in G10:
[19] https://www.propublica.org/article/asbestos-poisoning-plant-mcintosh-alabama-olin
[9] https://www.propublica.org/article/report-confirms-new-mexico-fosters-teens-homeless-shelters
[8] https://www.propublica.org/article/washington-special-education-schools-funding-abuse
[6] https://www.propublica.org/article/halfway-houses-colorado-prison-crime-oversight
[5] https://www.propublica.org/article/how-prenatal-screenings-have-escaped-regulation
[4] https://www.propublica.org/article/hospice-healthcare-aseracare-medicare
[3] https://myemail.constantcontact.com/2022-December-eNewsletter.html?soid=1101491837344&aid=iZ-N95EqvZ8
[2] https://www.propublica.org/article/st-louis-can-banish-people-from-entire-neighborhoods
[2] https://shorensteincenter.org/new-event/academic-research-investigative-journalism-tool-tips-get-started/
[1] https://www.propublica.org/article/how-title-loans-work

Top Domains
Top Domains in Tweet in Entire Graph:
[1941] propublica.org
[201] twitter.com
[128] trib.al
[34] substack.com
[30] foxnews.com
[24] apple.news
[24] texastribune.org
[24] c-span.org
[21] govtrack.us
[15] icij.org

Top Domains in Tweet in G1:
[115] propublica.org
[102] trib.al
[55] twitter.com
[27] substack.com
[3] theintercept.com
[2] propub.li
[2] newsie.social
[2] denverpost.com
[1] forms.fm
[1] zoom.us

Top Domains in Tweet in G2:
[130] propublica.org
[14] trib.al
[12] twitter.com
[11] seattletimes.com
[3] kob.com
[1] apple.com
[1] searchlightnm.org
[1] nbcnews.com
[1] longreads.com
[1] npr.org

Top Domains in Tweet in G3:
[27] propublica.org
[6] icij.org
[5] twitter.com
[3] trib.al
[2] ciperchile.cl
[2] interweb777.com
[2] techcrunch.com
[1] bit.ly
[1] connectas.org
[1] googleapis.com

Top Domains in Tweet in G4:
[533] propublica.org
[36] twitter.com
[24] c-span.org
[21] govtrack.us
[9] apple.news
[5] texastribune.org
[5] foxnews.com
[4] google.com
[3] twinybots.ch
[3] substack.com

Top Domains in Tweet in G5:
[30] propublica.org
[30] twitter.com
[14] texastribune.org
[2] theguardian.com
[2] tampabay.com
[1] documentcloud.org
[1] chalkbeat.org
[1] paydayreport.com
[1] laborpress.org
[1] nytimes.com

Top Domains in Tweet in G6:
[51] propublica.org
[4] newyorker.com
[4] twitter.com
[3] trib.al
[2] stlpublicradio.org
[2] hospicenews.com
[1] smpresource.org
[1] votewater.org

Top Domains in Tweet in G7:
[202] propublica.org
[1] trib.al

Top Domains in Tweet in G8:
[16] propublica.org
[2] twitter.com
[1] trib.al
[1] washingtonpost.com

Top Domains in Tweet in G9:
[100] propublica.org
[1] theintellectualist.com

Top Domains in Tweet in G10:
[59] propublica.org
[3] constantcontact.com
[2] shorensteincenter.org
[1] apple.news
[1] businessjournalism.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[72] alertaciper
[70] shadowdiplomats
[26] asbestos
[25] foxnews
[24] gop
[23] maga
[21] abortion
[19] demcast
[19] demvoice1
[19] onev1



Top Hashtags in Tweet in G1:
[4] shadowdiplomats
[4] health
[4] birn
[3] pigbutchering
[3] abortion
[3] abortionaccess
[3] healthcare
[3] groundwater
[3] pollution
[2] asbestos

Top Hashtags in Tweet in G2:
[4] shadowdiplomats
[3] ppp
[2] fintechs
[2] ppploans
[2] justiceforzion
[2] justiceforzen
[2] baltimore
[2] maryland
[1] gapol
[1] tech

Top Hashtags in Tweet in G3:
[72] alertaciper
[60] shadowdiplomats
[1] diplomaciaenlasombra
[1] putinsawarcriminal
[1] putinspalace
[1] russiaisaterroiststate
[1] corrupcion
[1] groundbreaking
[1] investigation
[1] exposing

Top Hashtags in Tweet in G4:
[4] education
[3] propublica
[2] hospice
[2] woke
[2] uranium
[2] environment
[2] us
[2] groundwater
[2] how
[2] u

Top Hashtags in Tweet in G5:
[24] gop
[23] maga
[4] abuseofpower
[3] defenddemocracy
[3] policeharassment
[2] nytstrike
[2] nytwalkout
[2] texas
[2] borderwall
[2] asbestosinamerica

Top Hashtags in Tweet in G6:
[2] taxingdistrictsstl
[1] asbestos
[1] journalism
[1] realjournalismmatters
[1] shadowdiplomats
[1] hospice
[1] medicare
[1] inameeting
[1] privatepolicing
[1] womenshealth

Top Hashtags in Tweet in G8:
[7] northwestsoil
[7] universalhealthservices
[1] uhstakeaction
[1] tti
[1] childwelfare
[1] dcs
[1] maricopacounty
[1] phoenix
[1] civilrights

Top Hashtags in Tweet in G10:
[13] hr
[5] asbestos
[4] mesothelioma
[2] humanresources
[1] corruption
[1] pandora
[1] bizjournalism

Top Words
Top Words in Tweet in Entire Graph:
[3486] propublica
[601] investigation
[510] black
[501] education
[501] hospice
[495] special
[409] more
[403] prenatal
[400] halfway
[383] system

Top Words in Tweet in G1:
[1451] propublica
[230] halfway
[206] jamesfallows
[193] house
[160] bokane
[149] story
[143] system
[140] year
[139] moe_clark15
[136] chinese

Top Words in Tweet in G2:
[535] propublica
[260] charlesornstein
[203] child
[178] special
[177] education
[154] test
[144] annaleighclark
[132] seattletimes
[124] nbcnews
[122] investigation

Top Words in Tweet in G3:
[224] ciper
[207] chile
[206] honorarios
[206] cónsules
[185] honorary
[167] consuls
[161] icijorg
[147] propublica
[138] russia
[134] porte

Top Words in Tweet in G4:
[194] propublica
[89] system
[76] special
[75] education
[68] washington
[62] corporation
[59] asbestos
[58] hospice
[54] kids
[52] workers

Top Words in Tweet in G5:
[173] propublica
[99] texastribune
[89] texas
[64] abc
[56] investigative
[56] data
[56] ap
[51] reporter
[51] tribune
[48] team

Top Words in Tweet in G6:
[254] propublica
[241] hospice
[154] avakofman
[149] newyorker
[134] profit
[131] investigation
[127] black
[120] care
[117] fraudulent
[116] belt

Top Words in Tweet in G7:
[201] black
[200] disrupt
[200] warned
[200] findings
[200] sacred
[200] elevator
[200] history
[200] deleted
[200] grain
[199] freeblacktx

Top Words in Tweet in G8:
[118] fda
[114] tests
[113] ericuman
[111] unregulated
[111] prenatal
[109] accuracy
[109] genetic
[62] works
[61] polices
[61] nobody

Top Words in Tweet in G9:
[91] come
[91] none
[90] surprise
[90] alecmacgillis
[90] early
[90] 2021
[32] lying
[32] asbestos
[32] decades
[32] giants

Top Words in Tweet in G10:
[108] asbestos
[101] workers
[61] kmcgrory
[56] propublica
[50] plants
[49] chlorine
[48] continue
[47] using
[47] largest
[47] producers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[484] special,education
[278] honorary,consuls
[277] halfway,house
[256] propublica,investigation
[245] billion,dollar
[242] dollar,corporation
[212] grain,elevator
[212] sacred,black
[212] black,history
[212] elevator,disrupt

Top Word Pairs in Tweet in G1:
[172] halfway,house
[96] story,propublica
[88] leak',story
[85] chinese,attention
[85] attention,getting
[85] getting,'lab
[85] translator,chinese
[85] bokane,longtime
[85] 'lab,leak'
[85] talk,bokane

Top Word Pairs in Tweet in G2:
[175] special,education
[98] private,special
[98] education,schools
[94] child,welfare
[92] 2015,2019
[92] billion,dollar
[89] dollar,corporation
[80] schools,washington
[79] black,children
[77] kids,paying

Top Word Pairs in Tweet in G3:
[206] honorarios,chile
[206] cónsules,honorarios
[163] honorary,consuls
[134] judiciales,cónsules
[134] líos,judiciales
[134] farmacias,porte
[134] ilegal,armas
[134] políticos,líos
[134] vínculos,políticos
[134] colusión,farmacias

Top Word Pairs in Tweet in G4:
[73] special,education
[61] education,system
[58] washington,special
[46] dollar,corporation
[46] corporation,exploits
[46] billion,dollar
[45] asbestos,exposure
[43] paycheck,billion
[43] kids,seem
[43] seem,paycheck

Top Word Pairs in Tweet in G5:
[51] texas,tribune
[48] data,reporter
[47] hiring,data
[47] investigative,team
[47] propublica,hiring
[46] tribune,propublica
[45] team,contribute
[45] join,shared
[45] shared,investigative
[45] reporter,join

Top Word Pairs in Tweet in G6:
[120] propublica,investigation
[118] newyorker,propublica
[117] hospice,care
[116] bleeding,black
[116] belt,profit
[116] shows,fraudulent
[116] fraudulent,hospice
[116] black,belt
[116] investigation,shows
[116] profit,newyorker

Top Word Pairs in Tweet in G7:
[200] history,deleted
[200] elevator,disrupt
[200] sacred,black
[200] grain,elevator
[200] disrupt,sacred
[200] warned,grain
[200] deleted,findings
[200] black,history
[199] freeblacktx,warned
[35] education,funding

Top Word Pairs in Tweet in G8:
[109] genetic,tests
[109] prenatal,genetic
[61] nobody,polices
[61] really,works
[61] dc,really
[61] window,dc
[61] accuracy,fda
[61] unregulated,nobody
[61] works,prenatal
[61] tests,unregulated

Top Word Pairs in Tweet in G9:
[90] surprise,early
[90] early,2021
[90] none,come
[90] come,surprise
[89] alecmacgillis,none
[32] worse,poor
[32] lying,ask
[32] giants,exposed
[32] exposed,workers
[32] asbestos,decades

Top Word Pairs in Tweet in G10:
[47] two,largest
[47] chlorine,producers
[47] using,asbestos
[47] country's,two
[47] continue,using
[47] producers,battle
[47] battle,continue
[47] workers,speaking
[47] largest,chlorine
[47] plants,workers

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@repmtg
@congressvotesbt
@seattletimes
@lizziepresser
@jamesfallows
@charlesornstein
@denverpost
@vonwillll
@k_g_andersen

Top Replied-To in G1:
@propublica
@jamesfallows
@k_g_andersen
@denverpost
@johnculver689
@jamiemetzl
@triggerloop
@peterdaszak
@cherylrofer
@phealthsean

Top Replied-To in G2:
@seattletimes
@charlesornstein
@annaleighclark
@nbcnews
@propublica
@todgerstone
@smmills1960
@rncresearch
@normalquiet
@hitesc

Top Replied-To in G3:
@ciper
@icijorg
@mikesallah7
@willfitzgibbon
@charlesornstein
@ladyhawkebyday
@profmmurray
@esqueer_
@uri_blau
@debbiecenziper

Top Replied-To in G4:
@congressvotesbt

Top Replied-To in G5:
@texastribune
@incrementallog1
@nicolefcarr
@sophiadahl1
@elilake
@phoebesaid
@perla_trevizo
@nytimesguild
@fisher_danar
@royalblue7337

Top Replied-To in G6:
@avakofman
@propublica
@rontkim
@charlesornstein
@gconnolly314
@timothynoah1
@reproaction
@barry_yeoman
@eugelin06
@jinatx

Top Replied-To in G8:
@ericuman
@annaleighclark
@propublica
@cenzsalt
@nicolefcarr
@piedmontinjury
@sarahkendzior

Top Replied-To in G9:
@mcuban
@npcwill283
@mangan150
@tampajenaguiar

Top Replied-To in G10:
@hrconfes
@charlesornstein
@brentnyt
@seattletimes
@kmcgrory
@_neilbedi
@journoresource

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@charlesornstein
@freeblacktx
@ciper
@jamesfallows
@avakofman
@icijorg
@newyorker
@moe_clark15
@bokane

Top Mentioned in G1:
@propublica
@jamesfallows
@bokane
@moe_clark15
@katherineeban
@steveengelberg
@sammy_roth
@charlesornstein
@vanityfair
@k_g_andersen

Top Mentioned in G2:
@propublica
@charlesornstein
@annaleighclark
@nbcnews
@seattletimes
@otraletra
@elibhager
@jenny_deam
@agnel88_philip
@sbagov

Top Mentioned in G3:
@ciper
@icijorg
@propublica
@willfitzgibbon
@debbiecenziper
@mikesallah7
@chicagofire
@charlesornstein
@michael_korsh
@hannah_feuer

Top Mentioned in G4:
@atchelka
@coopmike48
@libbyliberalnyc
@2dlarbn
@suji724
@askgro
@stillwaters1029
@backstorymom1
@titacookie1974

Top Mentioned in G5:
@propublica
@texastribune
@abc
@ap
@nbcnews
@foxnews
@npr
@msnbc
@nypost
@rt_com

Top Mentioned in G6:
@propublica
@newyorker
@avakofman
@brentnyt
@timothynoah1
@eugelin06
@jeremykohler
@fastlerner
@chrishendel
@charlesornstein

Top Mentioned in G7:
@freeblacktx
@sesmith
@propublica
@avakofman
@annaleighclark
@charlesornstein
@debbiecenziper
@nicolefcarr
@brentnyt
@newyorker

Top Mentioned in G8:
@ericuman
@propublica
@tribelaw
@yep4rights
@kmcgrory
@clancynewyork
@seattletimes
@annaleighclark
@charlesornstein
@bobbysworld2021

Top Mentioned in G9:
@alecmacgillis
@drvolts
@aliasvaughn
@mcuban
@propublica
@fda
@keggs719
@coachlanese13
@annaleighclark
@cryptosy2

Top Mentioned in G10:
@kmcgrory
@_neilbedi
@propublica
@progressivepush
@charlesornstein
@senjeffmerkley
@journoresource
@hrconfes
@chrishendel
@unwatch

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@missb62
@andyvermaut
@federicoalves
@mattmurph24
@joni_looking
@rodolfoxoliz
@telesurtv
@cloudwanderer3
@_redfrog

Top Tweeters in G1:
@cloudwanderer3
@gojira007x
@magicdmw
@pollsstar
@amyayers16
@tadrow
@micjojd
@eilonwy24
@lorettabower3
@belladonamodels

Top Tweeters in G2:
@mattmurph24
@jjj5819
@dancas2
@carrybeyond
@lllwry
@adekleine
@rhonda_harbison
@drseid
@jorge_c_ny
@trumpwatchnews

Top Tweeters in G3:
@threadreaderapp
@rodolfoxoliz
@_redfrog
@mi2023pf
@lisabromley21
@bethsinniresist
@fandolini
@marykeithbare1
@digyoursoul
@memeburk

Top Tweeters in G4:
@andyvermaut
@backstorymom1
@coopmike48
@libbyliberalnyc
@joanpennnative
@gregmroscoe
@drpatfarrell
@rralstonagile
@augusteve2012
@nobiggovduh

Top Tweeters in G5:
@missb62
@telesurtv
@thehill
@jmhamiltonblog
@reuters
@jrbkjrbk
@guardian
@businessinsider
@tigerbeat
@burnettcynthia

Top Tweeters in G6:
@russelltim151
@cotey_mary
@missnisha6849
@tottenbill
@debr3322
@wise_diva
@auntsophie1
@kaffe_takk
@dollymad1812
@leftnotright

Top Tweeters in G7:
@n7irl
@hoodkenaughty
@valsadie
@krysilove
@imsydneya
@dropoutnation
@robirdie23
@atlpartycrasher
@pinkydonaldson
@shubblington

Top Tweeters in G8:
@lizditz
@tates5a
@urocklive1
@shift_in2_turbo
@asj519
@stewartsmithtwt
@binderfaith1
@resisternell
@mamalocaz
@nuyorican_21

Top Tweeters in G9:
@bassaces1
@cynicalvision50
@msochubbard
@1jasliz
@morr_1980
@kitten0409
@jamierjn
@fangpusskins
@sailorpsy
@sciencemilk

Top Tweeters in G10:
@inspiteoftrump
@mastaofmp3s
@maryalicebisho2
@changetocindy
@all100senators
@mijomojo1
@joanbushur
@socratic1
@democrat4us
@headerop1


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