Propublica, Twitter, 5/20/2022 1:29:50 PM, 276700


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Propublica_2022-05-20_06-05-15.xlsx
Propublica_2022-05-20_06-05-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3wuxxsy
@propublica
@ewarren
@sarahesmith23
@anjeanettedamon
@bubbaprog
@charlesornstein
@markolalde
@mad_as_heii
@bykenarmstrong
@b52malmet

Top hashtags:
#roevwade
#wtpblue
#gop
#maga
#jamesdailey
#onev1
#ovhealthcare

Description:
Description
The graph represents a network of 6,841 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, 20 May 2022 at 13:10 UTC.

The requested start date was Friday, 20 May 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, 5-minute period from Monday, 16 May 2022 at 13:28 UTC to Thursday, 19 May 2022 at 15:34 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 : 6841
Unique Edges : 4110
Edges With Duplicates : 13953
Total Edges : 18063
Number of Edge Types : 5
Retweet : 5519
MentionsInRetweet : 7164
Replies to : 694
Mentions : 3520
Tweet : 1166
Self-Loops : 1194
Reciprocated Vertex Pair Ratio : 0.012125371768474
Reciprocated Edge Ratio : 0.0239602169981917
Connected Components : 814
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 5153
Maximum Edges in a Connected Component : 15765
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.733662
Graph Density : 0.000189090374428006
Modularity : 0.424522
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,841 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, 20 May 2022 at 13:10 UTC.

The requested start date was Friday, 20 May 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, 5-minute period from Monday, 16 May 2022 at 13:28 UTC to Thursday, 19 May 2022 at 15:34 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:
[423] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[188] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[184] https://www.propublica.org/article/documents-covid-meatpacking-tyson-smithfield-trump
[82] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[71] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[59] https://www.propublica.org/article/the-lost-year-what-the-pandemic-cost-teenagers
[54] https://apple.news/ATLA5Fi0HR3KPqER_cDoROg
[40] https://trib.al/yLCOosH
[36] https://www.propublica.org/article/national-debt-trump
[35] https://observador.pt/2022/05/19/advogada-leonor-caldeira-vence-premio-nelson-mandela-da-associacao-propublica/

Top URLs in Tweet in G1:
[46] https://www.propublica.org/article/documents-covid-meatpacking-tyson-smithfield-trump
[32] https://trib.al/yLCOosH
[13] https://trib.al/LFgyS3S
[13] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[11] https://trib.al/KdT6CEl
[9] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[6] https://www.propublica.org/article/katrina-survivors-grant-money-lawsuits
[4] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[4] https://abc13.com/keitherine-williams-dickinson-high-school-special-needs-student-abused-arrest/11847315/
[3] https://twitter.com/AnjeanetteDamon/status/1526181389342691328

Top URLs in Tweet in G2:
[130] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[92] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[32] https://apple.news/ATLA5Fi0HR3KPqER_cDoROg
[28] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[27] https://www.propublica.org/article/documents-covid-meatpacking-tyson-smithfield-trump
[19] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[14] https://twitter.com/propublica/status/1526297319876050944
[13] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale
[10] https://twitter.com/propublica/status/1526141008467091456
[9] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature

Top URLs in Tweet in G3:
[85] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[4] https://twitter.com/AnjeanetteDamon/status/1526181389342691328
[3] https://thenevadaindependent.com/article/northshore-labs-tested-across-nevada-its-covid-tests-didnt-work
[3] https://blockclubchicago.org/2022/05/16/covid-testing-nevada-false-negatives-northshore/
[3] https://twitter.com/propublica/status/1250862640085323776?s=19
[2] https://twitter.com/TheNVIndy/status/1527063215372238848
[2] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[2] https://trib.al/KdT6CEl
[2] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[2] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=river-links

Top URLs in Tweet in G4:
[85] https://www.propublica.org/article/documents-covid-meatpacking-tyson-smithfield-trump
[14] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[8] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[6] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[3] https://www.propublica.org/article/katrina-survivors-grant-money-lawsuits
[3] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[2] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore?utm_source=STAT+Newsletters&utm_campaign=fc1c067512-dc_diagnosis_rachel_COPY_01&utm_medium=email&utm_term=0_8cab1d7961-fc1c067512-149630933
[1] https://twitter.com/propublica/status/1526820050287534080
[1] https://www.propublica.org/article/after-a-wave-of-violent-threats-against-election-workers-georgia-sees-few-arrests/amp

Top URLs in Tweet in G5:
[25] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[17] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[15] https://projects.propublica.org/docdollars/
[9] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[6] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[6] https://www.propublica.org/article/the-celebrity-backed-green-fintech-company-that-isnt-as-green-as-it-seems
[3] https://twitter.com/propublica/status/1526850538179919874
[3] https://www.propublica.org/article/the-southwests-drought-and-fires-are-a-window-to-our-climate-change-future
[3] https://trib.al/LFgyS3S
[3] https://trib.al/KdT6CEl

Top URLs in Tweet in G6:
[7] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[5] https://trib.al/yLCOosH
[3] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[1] https://twitter.com/sarahesmith23/status/1526192413039009795
[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.themarshallproject.org/2022/04/28/solitary-confinement-harms-teens-louisiana-lawmakers-took-a-step-to-limit-it?utm_source=twitter&utm_campaign=socialflow&utm_medium=social
[1] https://www.propublica.org/article/false-rape-accusations-an-unbelievable-story
[1] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale
[1] https://twitter.com/propublica/status/1527080929453297664
[1] https://twitter.com/i/web/status/1526213138277978114

Top URLs in Tweet in G7:
[4] https://projects.propublica.org/graphics/ida-propublica-data-institute
[4] https://projects.propublica.org/politwoops/tweet/1527148845817376770
[2] https://www.propublica.org/article/the-students-left-behind-by-remote-learning
[2] https://www.propublica.org/article/documents-covid-meatpacking-tyson-smithfield-trump?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.cnn.com/2021/10/14/politics/trump-pennsylvania-mastriano-election/index.html
[1] https://twitter.com/JillWineBanks/status/1527299481175138310
[1] https://twitter.com/i/web/status/1526229735512100866
[1] https://twitter.com/i/web/status/1526233070642335750
[1] https://twitter.com/i/web/status/1526235242394177538
[1] https://twitter.com/i/web/status/1526240448007774208

Top URLs in Tweet in G8:
[23] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus#1332199
[22] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[5] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[1] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs?utm_medium=social&utm_source=twitter#1332536
[1] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/pharmaceuticals-pay-doctors-drugs
[1] https://www.propublica.org/article/documents-covid-meatpacking-tyson-smithfield-trump

Top URLs in Tweet in G9:
[4] https://www.propublica.org/article/mississippi-abortion-medicaid-roe-wade-scotus
[3] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[2] https://twitter.com/propublica/status/1526141008467091456
[2] https://www.propublica.org/article/abortion-roe-wade-alito-scotus-hale
[1] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution
[1] https://twitter.com/propublica/status/1527118777934041088
[1] https://www.propublica.org/article/air-monitors-alone-wont-save-communities-from-toxic-industrial-air-pollution?utm_medium=social&utm_source=twitter#1334094
[1] https://twitter.com/propublica/status/1526618942348861440
[1] https://healthcare.gov/
[1] https://trib.al/yLCOosH

Top URLs in Tweet in G10:
[4] https://www.propublica.org/article/national-debt-trump
[2] https://www.propublica.org/article/wealth-of-business-connections-ernest-moniz
[1] https://twitter.com/JulieWorley14/status/1527300682910699520?s=20&t=fldo_zkWSRqFmTeE_RH_dQ
[1] https://wsvn.com/news/local/broward/closing-arguments-begin-in-the-trial-of-former-bso-school-resource-officer-who-body-slammed-15-year-old-student/
[1] https://twitter.com/dashdobrofsky/status/1526977213882458114
[1] https://mg.co.za/education/2022-05-16-corporal-punishment-in-rural-schools-is-big-challenge-for-south-african-council-of-educators/
[1] https://twitter.com/potus/status/1526744379708293121
[1] https://twitter.com/fred_guttenberg/status/1526364234254368769
[1] https://twitter.com/grantstern/status/1526605098658541569
[1] https://twitter.com/nbcnews/status/1527094667732475905

Top Domains
Top Domains in Tweet in Entire Graph:
[1719] propublica.org
[361] twitter.com
[143] trib.al
[67] apple.news
[35] observador.pt
[21] tsf.pt
[13] businessinsider.com
[9] dn.pt
[8] c-span.org
[8] govtrack.us

Top Domains in Tweet in G1:
[123] propublica.org
[121] trib.al
[56] twitter.com
[4] abc13.com
[3] propub.li
[3] newsjustin.press
[2] documentcloud.org
[2] texastribune.org
[2] facebook.com
[1] illinois.gov

Top Domains in Tweet in G2:
[489] propublica.org
[109] twitter.com
[42] apple.news
[8] c-span.org
[8] govtrack.us
[3] apple.com
[2] nahjcareers.org
[2] undark.org
[2] dn.pt
[1] nedhamsonsecondlineviewofthenews.com

Top Domains in Tweet in G3:
[99] propublica.org
[29] twitter.com
[4] thenevadaindependent.com
[3] blockclubchicago.org
[2] trib.al
[1] 2news.com
[1] newsbreak.com

Top Domains in Tweet in G4:
[122] propublica.org
[1] twitter.com

Top Domains in Tweet in G5:
[91] propublica.org
[10] twitter.com
[6] trib.al
[3] apple.news
[2] vice.com
[1] pluralistic.net

Top Domains in Tweet in G6:
[17] propublica.org
[7] twitter.com
[6] trib.al
[2] themarshallproject.org
[1] mississippitoday.org

Top Domains in Tweet in G7:
[54] twitter.com
[28] propublica.org
[2] idabwellssociety.org
[1] cnn.com
[1] youtube.com

Top Domains in Tweet in G8:
[54] propublica.org

Top Domains in Tweet in G9:
[11] propublica.org
[4] twitter.com
[1] healthcare.gov
[1] trib.al

Top Domains in Tweet in G10:
[14] twitter.com
[9] propublica.org
[1] wsvn.com
[1] co.za
[1] gov.abbott
[1] texastribune.org
[1] apple.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] roevwade
[57] wtpblue
[43] gop
[41] maga
[37] jamesdailey
[33] onev1
[33] ovhealthcare
[27] mississippi
[23] votebluenotq
[22] smartnews



Top Hashtags in Tweet in G1:
[6] ewaawards
[4] climatechange
[3] covid
[3] nagpra
[3] covidisnotover
[2] nevada
[2] calvertcity
[2] smartnews
[2] repatriation
[2] notmeus

Top Hashtags in Tweet in G2:
[13] smartnews
[6] covid19
[3] abortionishealthcare
[3] republicans
[2] women
[2] womensrights
[2] scotus
[2] gop
[2] prolife
[2] mississippi

Top Hashtags in Tweet in G3:
[5] nevada
[5] read
[1] malesupremacist
[1] hurricaneharvey
[1] betofortexas
[1] texans
[1] reno
[1] covid19washoe

Top Hashtags in Tweet in G4:
[1] healthcare
[1] publichealth
[1] abortionishealthcare
[1] abortionrights
[1] abortionban

Top Hashtags in Tweet in G5:
[10] publichealth
[9] healthcare
[6] smartnews
[3] 5yrsago
[1] kentucky
[1] airpollution
[1] climatechange
[1] grifters_in_government
[1] txlege
[1] roevwade

Top Hashtags in Tweet in G6:
[12] operationlonestar
[1] turntexasblue
[1] betoforgovernor
[1] abbottisthecrisis

Top Hashtags in Tweet in G7:
[41] gop
[41] maga
[3] solitaryconfinement
[2] icymi
[2] no2ir
[2] javidshah
[2] جاوید_رضاشاه_دوم_پهلوی_سوم
[1] ga07
[1] legend
[1] crimesagainstchildren

Top Hashtags in Tweet in G8:
[78] roevwade
[57] wtpblue
[33] onev1
[33] ovhealthcare
[23] votebluenotq
[23] mississippi
[16] demvoice1
[15] resistanceunited
[1] fresh
[1] bluevoices

Top Hashtags in Tweet in G10:
[2] hr3836
[1] hr3474
[1] nohitzones
[1] edpriorities
[1] childhoodtrauma
[1] aces
[1] massmurder
[1] gopliesabouteverything
[1] scotus
[1] corruptionwatch

Top Words
Top Words in Tweet in Entire Graph:
[3301] propublica
[1329] state
[1188] covid
[897] testing
[635] company
[598] 96
[588] mississippi
[584] northshore
[582] story
[561] roe

Top Words in Tweet in G1:
[1864] propublica
[258] coverage
[230] women
[215] safety
[201] claimed
[200] state
[195] one
[176] documents
[169] public
[167] over

Top Words in Tweet in G2:
[182] covid
[132] testing
[131] propublica
[128] company
[127] 96
[125] cases
[124] missed
[118] roe
[97] parents
[95] state

Top Words in Tweet in G3:
[327] propublica
[254] covid
[253] story
[246] testing
[200] company
[172] anjeanettedamon
[135] public
[125] ralstonreports
[93] records
[92] nevada

Top Words in Tweet in G4:
[257] families
[256] outrageous
[256] surprising
[256] extreme
[256] right
[256] wing
[256] lawmakers
[256] aren
[256] business
[256] supporting

Top Words in Tweet in G5:
[186] propublica
[167] charlesornstein
[127] covid
[110] story
[107] testing
[96] air
[90] documents
[80] lisalsong
[79] trove
[78] doctorow

Top Words in Tweet in G6:
[401] state
[260] lead
[246] mississippi
[232] sarahesmith23
[190] roe
[188] law
[186] spawned
[162] end
[120] propublica
[87] coverage

Top Words in Tweet in G7:
[105] propublica
[58] npr
[56] ap
[53] foxnews
[52] wsj
[49] nro
[49] abc
[48] aarp
[48] ndn
[48] wearesinclair

Top Words in Tweet in G8:
[147] behind
[117] state
[114] demise
[108] medicaid
[108] coverage
[107] mississippians
[107] lose
[107] mere
[107] 60
[107] days

Top Words in Tweet in G9:
[121] mississippi
[106] state
[86] mollyparkersi
[85] infant
[85] die
[84] mortality
[84] rate
[84] babies
[84] under
[83] leads

Top Words in Tweet in G10:
[22] propublica
[11] gopleader
[10] bobbyscott
[10] seccardona
[9] debt
[8] national
[8] trump
[7] splcenter
[7] big
[7] donald

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[770] covid,testing
[546] missed,96
[537] testing,company
[382] northshore,clinical
[382] clinical,labs
[351] 60,days
[349] medicaid,lose
[348] lose,coverage
[345] days,childbirth
[343] coverage,mere

Top Word Pairs in Tweet in G1:
[144] gang,members
[142] texas',department
[142] department,public
[142] public,safety
[142] safety,claimed
[142] claimed,facebook
[142] facebook,troopers
[142] troopers,encountered
[142] encountered,over
[142] over,700

Top Word Pairs in Tweet in G2:
[127] covid,testing
[124] missed,96
[122] testing,company
[122] company,missed
[122] 96,cases
[76] state,behind
[76] demise,parents
[76] parents,need
[75] behind,roe
[75] roe,demise

Top Word Pairs in Tweet in G3:
[224] covid,testing
[170] testing,company
[130] propublica,story
[93] public,records
[85] co,published
[75] published,stunning
[75] stunning,propublica
[75] story,morning
[75] morning,public
[75] records,probe

Top Word Pairs in Tweet in G4:
[256] outrageous,surprising
[256] surprising,extreme
[256] extreme,right
[256] right,wing
[256] wing,lawmakers
[256] lawmakers,aren
[256] aren,business
[256] business,supporting
[256] supporting,families
[255] ewarren,outrageous

Top Word Pairs in Tweet in G5:
[103] covid,testing
[58] lisalsong,lyllayounes
[58] testing,company
[52] trove,documents
[52] documents,published
[52] published,part
[52] part,legal
[52] legal,settlement
[52] settlement,offers
[52] offers,unvarnished

Top Word Pairs in Tweet in G6:
[186] state,spawned
[186] spawned,law
[186] law,lead
[160] mississippi,state
[160] lead,end
[160] end,roe
[160] roe,state
[159] sarahesmith23,mississippi
[76] 60,days
[75] medicaid,lose

Top Word Pairs in Tweet in G7:
[48] aarp,nro
[48] nro,ndn
[48] ndn,abc
[48] abc,ap
[48] ap,foxnews
[48] foxnews,wearesinclair
[48] wearesinclair,accountablegop
[48] accountablegop,senategop
[48] senategop,propublica
[48] propublica,npr

Top Word Pairs in Tweet in G8:
[114] state,behind
[107] mississippians,medicaid
[107] medicaid,lose
[107] lose,coverage
[107] coverage,mere
[107] mere,60
[107] 60,days
[107] days,childbirth
[78] childbirth,state
[78] behind,#roevwade's

Top Word Pairs in Tweet in G9:
[84] mortality,rate
[83] mississippi,infant
[83] infant,mortality
[83] rate,leads
[83] leads,nation
[83] nation,means
[83] means,babies
[83] babies,under
[83] under,age
[83] age,more

Top Word Pairs in Tweet in G10:
[7] seccardona,bobbyscott
[7] national,debt
[6] bobbyscott,propublica
[6] gopleader,donald
[6] donald,trump
[6] trump,built
[6] built,national
[6] debt,big
[6] big,before
[6] before,pandemic

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@jeffbezos
@ralstonreports
@elizthompsn
@sarahesmith23
@potus
@congressvotesbt
@charlesornstein
@smmills1960
@bykenarmstrong

Top Replied-To in G1:
@propublica
@chitownpirate
@liamniemeyer
@hari
@amritjacob
@lauratripp57
@anjeanettedamon
@danielpetty
@clubdie
@zellnercrimelaw

Top Replied-To in G2:
@congressvotesbt

Top Replied-To in G3:
@elizthompsn
@ralstonreports
@propublica
@smmills1960
@thenvindy
@eli_segall
@howardstutz
@emmarcourt
@anjeanettedamon
@kerpen

Top Replied-To in G4:
@trustthevote

Top Replied-To in G5:
@charlesornstein
@andreicherny
@doctorow
@ppa_usa
@ajc
@courierjournal
@mwtnews
@dallasnews
@pedroferriz3
@zivabranstetter

Top Replied-To in G6:
@sarahesmith23
@bykenarmstrong
@stopcorruptdc
@aac0519
@propublica
@netflix
@smcdonn4499
@theobamaphile
@alrightythen202
@amalahmed214

Top Replied-To in G7:
@cnn
@jjabbott
@propublica
@repgregstanton
@brettmmurphy
@chicagotribune
@castellimatt
@nbcnews
@mapq
@djurdjapadejski

Top Replied-To in G8:
@propublica

Top Replied-To in G9:
@mollyparkersi
@peterelkind
@propublica

Top Replied-To in G10:
@gopleader
@shannonrwatts
@k12ssdb
@lynzforcongress
@theview
@no2hitting
@brennancenter
@journalofethics
@splcenter
@naacp_ldf

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@sarahesmith23
@ewarren
@anjeanettedamon
@charlesornstein
@bubbaprog
@ralstonreports
@markolalde
@lisalsong
@mollyparkersi

Top Mentioned in G1:
@propublica
@themarkup
@michaelgrabell
@texastribune
@hari
@lenagroeger
@kendrawrites
@brettmmurphy
@danielpetty
@charlesornstein

Top Mentioned in G2:
@eggnog44
@pitch4kdemocrat
@phil_free_
@hockeyseasntime

Top Mentioned in G3:
@propublica
@anjeanettedamon
@ralstonreports
@thenvindy
@elizthompsn
@smmills1960
@mgsquires
@govsisolak
@emmarcourt
@howardstutz

Top Mentioned in G4:
@ewarren
@b52malmet
@safetypindaily
@propublica
@capaction
@charlesornstein
@aronzjacqueline
@drpatfarrell
@chrishendel
@anjeanettedamon

Top Mentioned in G5:
@propublica
@charlesornstein
@doctorow
@lisalsong
@lyllayounes
@anjeanettedamon
@tracyweber
@zivabranstetter
@ruikaneya
@shankman

Top Mentioned in G6:
@sarahesmith23
@propublica
@bykenarmstrong
@andykroll
@marshallproj
@charlesornstein
@nataliesurely
@anjeanettedamon
@thisamerlife

Top Mentioned in G7:
@propublica
@npr
@ap
@foxnews
@wsj
@nro
@abc
@aarp
@ndn
@wearesinclair

Top Mentioned in G8:
@mad_as_heii
@thetnholler
@rn_wing
@amrheinbenedikt
@shannon_rev
@ijreilly4
@propublica
@stormmela
@b52malmet
@crewcrew

Top Mentioned in G9:
@mollyparkersi
@propublica
@themorrancave
@peterelkind
@sarahesmith23
@charlesornstein
@andykroll
@lisalsong
@bgpolitics
@chrisdier

Top Mentioned in G10:
@propublica
@bobbyscott
@seccardona
@splcenter
@gopleader
@naacp_ldf
@ap
@adl
@theview
@potus

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jornalistavitor
@oldlady12345
@dichristine
@rk70534
@mattmurph24
@cagney1991
@7b73f39b85e1415
@kat4obama
@independent

Top Tweeters in G1:
@dichristine
@cagney1991
@kat4obama
@thepoliticalcat
@mharvey816
@backstorymom1
@marthalynneowe1
@talkintou
@carrybeyond
@79topper

Top Tweeters in G2:
@dgendvil
@dancas2
@foggybottomgal
@jmhamiltonblog
@yayayarndiva
@bukiwilliams
@janattheocean
@noticiaaominuto
@proudcanadavet
@nobiggovduh

Top Tweeters in G3:
@missb62
@_redfrog
@bannerite
@sallyrmelb
@miss_placed_
@paulsorrentino3
@purpledalmation
@inforenique
@teetweetshere
@netbacker

Top Tweeters in G4:
@oldlady12345
@7b73f39b85e1415
@gojira007x
@kenkircher1
@givemepie360
@awelab1956
@cotey_mary
@sylviaz1913
@straitarrow10
@_silversmith

Top Tweeters in G5:
@1loriking
@jjj5819
@brendahazelhur1
@noybsk2017
@stunnedvoter
@iggy
@mayread3
@kirkmurphy
@avocalistsrival
@kevinrns

Top Tweeters in G6:
@cnbsnana
@tinamorphis
@barbiewithatude
@digyoursoul
@theriverwanders
@suzanneinlgb
@donna_west
@aspeed
@slimerogers
@stewartsmithtwt

Top Tweeters in G7:
@independent
@thehill
@sexygirl798
@guardian
@dcexaminer
@nypost
@nytimes
@foxnews
@latimes
@12news

Top Tweeters in G8:
@yarosisnancy
@pollsstar
@lindacollins11
@boris3324
@kcolaizzo
@ewindham3
@cultiv8hope
@loreyjeanene
@birdappname
@kimmyann1111

Top Tweeters in G9:
@jornalistavitor
@katcapps
@girlzinger
@jjmplsmn
@annie5133
@jjohnson2u
@ianpatterson99
@thegrugq
@content_retired
@revmelanienola

Top Tweeters in G10:
@reuters
@janiecestaton
@overunderclover
@no2hitting
@people
@saintsfan5348
@houstonchron
@joyannreid
@djrothkopf
@shannonrwatts


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