Propublica, Twitter, 10/2/2020 1:02:39 PM, 236610


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Propublica_2020-10-02_05-35-12.xlsx
Propublica_2020-10-02_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2020
Short Description:
Propublica via NodeXL https://bit.ly/2ShT4jd
@propublica
@crewcrew
@ericgarland
@alecmacgillis
@zevshalev
@noahbookbinder
@realdonaldtrump
@mrolmos
@govhowarddean
@motherjones

Top hashtags:
#presidentialdebate2020
#smartnews
#trumpcrimefamily
#covid19
#trump

Description:
Description
The graph represents a network of 7,065 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, 02 October 2020 at 12:45 UTC.

The requested start date was Friday, 02 October 2020 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 1-day, 21-hour, 15-minute period from Wednesday, 30 September 2020 at 02:45 UTC to Friday, 02 October 2020 at 00:00 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 : 7065
Unique Edges : 3958
Edges With Duplicates : 12288
Total Edges : 16246
Number of Edge Types : 5
Mentions : 1642
Replies to : 760
Retweet : 5392
MentionsInRetweet : 7010
Tweet : 1442
Self-Loops : 1473
Reciprocated Vertex Pair Ratio : 0.00790177486019937
Reciprocated Edge Ratio : 0.0156796526353878
Connected Components : 1047
Single-Vertex Connected Components : 754
Maximum Vertices in a Connected Component : 5333
Maximum Edges in a Connected Component : 13882
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.491286
Graph Density : 0.000166128467338153
Modularity : 0.449135
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 7,065 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, 02 October 2020 at 12:45 UTC.

The requested start date was Friday, 02 October 2020 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 1-day, 21-hour, 15-minute period from Wednesday, 30 September 2020 at 02:45 UTC to Friday, 02 October 2020 at 00:00 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:
[343] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[188] https://www.propublica.org/article/the-students-left-behind-by-remote-learning
[183] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[126] https://www.propublica.org/article/irs-sorry-but-its-just-easier-and-cheaper-to-audit-the-poor
[124] https://twitter.com/propublica/status/1311615060645761027
[104] https://twitter.com/propublica/status/1311502445529436160
[87] https://www.propublica.org/article/the-obama-justice-department-had-a-plan-to-hold-police-accountable-for-abuses-the-trump-doj-has-undermined-it
[80] https://www.propublica.org/article/trumps-vaccine-czar-refuses-to-give-up-stock-in-drug-company-involved-in-his-government-role
[65] https://trib.al/OJN8f3d
[62] https://www.propublica.org/article/ohio-just-ordered-gm-to-repay-28-million-in-tax-breaks-for-closing-the-lordstown-auto-plant

Top URLs in Tweet in G1:
[56] https://trib.al/OJN8f3d
[35] https://trib.al/3tjPOti
[11] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[8] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[7] https://twitter.com/XconsequencesTI/status/1310836170788536320
[5] https://twitter.com/propublica/status/1311502445529436160
[4] https://twitter.com/propublica/status/1311365457153265665
[3] https://trib.al/1dRNcFw
[3] https://projects.propublica.org/climate-migration/
[2] https://trib.al/UVKZyES

Top URLs in Tweet in G2:
[133] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[101] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[64] https://twitter.com/propublica/status/1311502445529436160
[61] https://www.propublica.org/article/the-obama-justice-department-had-a-plan-to-hold-police-accountable-for-abuses-the-trump-doj-has-undermined-it
[51] https://www.propublica.org/article/the-students-left-behind-by-remote-learning
[23] https://www.propublica.org/article/ohio-just-ordered-gm-to-repay-28-million-in-tax-breaks-for-closing-the-lordstown-auto-plant
[22] https://www.propublica.org/article/veteran-war-hero-defendant-troll
[21] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[19] https://www.propublica.org/article/its-his-land-now-a-canadian-company-gets-to-take-it
[18] https://www.propublica.org/article/the-federal-government-promised-native-american-students-computers-and-internet-many-are-still-waiting

Top URLs in Tweet in G3:
[88] https://twitter.com/propublica/status/1311615060645761027
[7] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[2] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[2] https://www.propublica.org/article/before-limiting-ballot-drop-boxes-to-one-per-county-top-ohio-election-officials-secretly-consulted-promoter-of-debunked-voting-fraud-fears/amp
[1] https://projects.propublica.org/climate-migration/
[1] https://www.propublica.org/article/before-limiting-ballot-drop-boxes-to-one-per-county-top-ohio-election-officials-secretly-consulted-promoter-of-debunked-voting-fraud-fears
[1] https://www.propublica.org/article/the-obama-justice-department-had-a-plan-to-hold-police-accountable-for-abuses-the-trump-doj-has-undermined-it?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=river-links
[1] https://projects.propublica.org/nonprofits/organizations/410692230
[1] https://twitter.com/AndyRowell/status/1296842153667305473
[1] https://www.propublica.org/article/trump-inc-podcast-never-before-seen-trump-tax-documents-show-major-inconsistencies/amp

Top URLs in Tweet in G4:
[7] https://www.propublica.org/article/the-obama-justice-department-had-a-plan-to-hold-police-accountable-for-abuses-the-trump-doj-has-undermined-it
[4] https://twitter.com/propublica/status/1311420590096613376
[4] https://www.propublica.org/article/ohio-just-ordered-gm-to-repay-28-million-in-tax-breaks-for-closing-the-lordstown-auto-plant
[2] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[2] https://www.propublica.org/article/before-limiting-ballot-drop-boxes-to-one-per-county-top-ohio-election-officials-secretly-consulted-promoter-of-debunked-voting-fraud-fears?utm_medium=social&utm_source=twitter#1000425
[2] https://trib.al/OJN8f3d
[2] https://trib.al/3tjPOti
[1] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[1] https://www.propublica.org/article/trumps-vaccine-czar-refuses-to-give-up-stock-in-drug-company-involved-in-his-government-role
[1] https://www.propublica.org/article/a-real-vaccine-before-the-election-itd-take-a-miracle

Top URLs in Tweet in G5:
[21] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[10] https://www.propublica.org/article/investors-extracted-400-million-from-a-hospital-chain-that-sometimes-couldnt-pay-for-medical-supplies-or-gas-for-ambulances
[5] https://www.propublica.org/article/trump-inc-podcast-never-before-seen-trump-tax-documents-show-major-inconsistencies
[4] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too?utm_source=facebook&utm_medium=social&fbclid=IwAR1uB1FjmGdnqY-DtsFGYxx0x4rEan1jwtCp69DIUdYHEEnzwOq27WiL1aw#1001691
[4] https://www.propublica.org/article/ivanka-donald-trump-jr-close-to-being-charged-felony-fraud
[4] https://www.propublica.org/article/veteran-war-hero-defendant-troll?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=river
[3] https://www.propublica.org/article/similar-to-times-of-war-the-staggering-toll-of-covid-19-on-filipino-health-care-workers
[3] https://twitter.com/propublica/status/1311127149919850498
[2] https://www.propublica.org/article/veteran-war-hero-defendant-troll
[2] https://www.propublica.org/podcast/how-journalists-need-to-begin-imagining-the-unimaginable

Top URLs in Tweet in G6:
[79] https://www.propublica.org/article/the-students-left-behind-by-remote-learning
[2] https://slate.com/podcasts/what-next/2020/10/remote-learning-failures-covid-schools
[2] https://www.newyorker.com/magazine/2020/10/05/the-students-left-behind-by-remote-learning
[2] https://www.propublica.org/article/before-limiting-ballot-drop-boxes-to-one-per-county-top-ohio-election-officials-secretly-consulted-promoter-of-debunked-voting-fraud-fears?utm_medium=social&utm_source=twitter#1000425
[1] https://twitter.com/zeynep/status/1310946632901578753
[1] https://twitter.com/i/web/status/1311682942066995201
[1] https://www.propublica.org/article/before-limiting-ballot-drop-boxes-to-one-per-county-top-ohio-election-officials-secretly-consulted-promoter-of-debunked-voting-fraud-fears
[1] https://www.propublica.org/article/we-found-a-staggering-281-lobbyists-whove-worked-in-the-trump-administration/amp
[1] https://twitter.com/propublica/status/1286648562756067331?lang=en
[1] https://twitter.com/i/web/status/1311257385470754816

Top URLs in Tweet in G7:
[17] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[3] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too?utm_source=twitter&utm_medium=social#1001691
[3] https://www.propublica.org/article/they-know-how-to-prevent-megafires-why-wont-anybody-listen
[2] https://www.propublica.org/article/the-feds-gave-a-former-white-house-official-3-million-to-supply-masks-to-navajo-hospitals-some-may-not-work
[2] https://twitter.com/propublica/status/1311168765435031552
[1] https://twitter.com/i/web/status/1311781461310271488
[1] https://twitter.com/i/web/status/1311774212621651969
[1] https://twitter.com/i/web/status/1185432409732460545
[1] https://www.propublica.org/article/rick-perrys-ukrainian-dream
[1] https://twitter.com/propublica/status/1311615060645761027

Top URLs in Tweet in G8:
[2] http://www.lonestarfunds.com/about-us/history/
[2] https://twitter.com/propublica/status/1311615060645761027
[1] https://twitter.com/i/web/status/1311618986472337408
[1] https://twitter.com/i/web/status/1311626022983532546
[1] https://twitter.com/i/web/status/1311625163230846976
[1] https://twitter.com/GovHowardDean/status/1311419217481269248
[1] https://www.propublica.org/article/climate-change-will-force-a-new-american-migration/amp?__twitter_impression=true
[1] https://twitter.com/i/web/status/1311635083388948481
[1] https://twitter.com/i/web/status/1311640188704174080
[1] https://twitter.com/i/web/status/1311633097721552896

Top URLs in Tweet in G9:
[4] https://www.propublica.org/article/welcome-to-cancer-alley-where-toxic-air-is-about-to-get-worse
[3] https://www.propublica.org/atpropublica/polluters-paradise-wins-sejs-nina-mason-pulliam-award-for-outstanding-environmental-reporting
[2] https://www.propublica.org/jobs/copy-editor-2020
[2] https://projects.propublica.org/climate-migration/
[2] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[2] https://trib.al/3tjPOti
[2] https://www.propublica.org/article/climate-change-will-force-a-new-american-migration
[1] https://www.propublica.org/jobs/freelance-electionland-translation-editor-2020
[1] https://www.propublica.org/newsletters/the-big-story?source=social&utm_content=buffer770c5&utm_medium=social&utm_source=twitter&utm_campaign=Buffer
[1] https://twitter.com/i/web/status/1306289747552342019

Top URLs in Tweet in G10:
[72] https://www.propublica.org/article/trumps-vaccine-czar-refuses-to-give-up-stock-in-drug-company-involved-in-his-government-role
[2] https://www.propublica.org/article/no-democrats-allowed-a-conservative-lawyer-holds-secret-voter-fraud-meetings-with-state-election-officials
[1] https://www.propublica.org/article/the-obama-justice-department-had-a-plan-to-hold-police-accountable-for-abuses-the-trump-doj-has-undermined-it
[1] https://www.propublica.org/article/irs-sorry-but-its-just-easier-and-cheaper-to-audit-the-poor
[1] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too/amp#click=https://t.co/ifex6WqrkP
[1] https://twitter.com/i/web/status/1311694606220750849
[1] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[1] https://twitter.com/propublica/status/1311615060645761027

Top Domains
Top Domains in Tweet in Entire Graph:
[1845] propublica.org
[830] twitter.com
[137] trib.al
[34] propub.li
[17] feedpress.com
[7] cnn.com
[6] apple.news
[5] texastribune.org
[5] writejobs.info
[4] youtube.com

Top Domains in Tweet in G1:
[165] twitter.com
[121] trib.al
[53] propublica.org
[34] propub.li
[3] duke.edu
[2] postindustrial.com
[2] inquirer.com
[2] linkedin.com
[2] thekingprudence.com
[2] youtube.com

Top Domains in Tweet in G2:
[645] propublica.org
[243] twitter.com
[13] feedpress.com
[5] apple.news
[5] writejobs.info
[1] fox17online.com
[1] thepn.org
[1] nola.com
[1] splcenter.org
[1] the-american-interest.com

Top Domains in Tweet in G3:
[89] twitter.com
[19] propublica.org

Top Domains in Tweet in G4:
[20] propublica.org
[5] twitter.com
[4] trib.al

Top Domains in Tweet in G5:
[89] propublica.org
[24] twitter.com
[1] thedailybeast.com
[1] trib.al
[1] newrepublic.com
[1] washingtonpost.com
[1] google.com

Top Domains in Tweet in G6:
[85] propublica.org
[7] twitter.com
[3] newyorker.com
[2] slate.com
[1] nytimes.com

Top Domains in Tweet in G7:
[34] propublica.org
[13] twitter.com
[1] newjerseyglobe.com
[1] newsweek.com

Top Domains in Tweet in G8:
[24] twitter.com
[5] propublica.org
[2] lonestarfunds.com
[1] icij.org

Top Domains in Tweet in G9:
[21] propublica.org
[7] twitter.com
[2] trib.al
[1] pulitzercenter.org
[1] nytimes.com
[1] nola.com
[1] sciencemag.org

Top Domains in Tweet in G10:
[78] propublica.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] presidentialdebate2020
[20] smartnews
[16] trumpcrimefamily
[14] covid19
[12] trump
[11] privateequity
[8] freakmasons
[7] ncsen
[7] corruption
[6] medicareforall



Top Hashtags in Tweet in G1:
[88] presidentialdebate2020
[5] privateequity
[4] dumptrump
[4] bigot45
[4] loser45
[4] presidentialdebates
[3] trumpcrimefamilyforprison
[3] trumpcrimefamily
[2] presidentialdebate
[2] taxpayers

Top Hashtags in Tweet in G2:
[13] smartnews
[7] trump
[4] medicareforall
[4] hospital
[3] obama
[3] police
[3] irs
[3] covid19
[3] propublica
[3] investors

Top Hashtags in Tweet in G3:
[1] trump
[1] mazars
[1] trumptaxcheat

Top Hashtags in Tweet in G4:
[3] doj
[1] nepotism
[1] america

Top Hashtags in Tweet in G5:
[5] privateequity
[4] politics
[4] theageofthetrumpsewer
[4] morallybankrupt
[4] moscow
[4] trump
[4] mazars
[1] jaredkushner
[1] culturalgenocide
[1] whybesurprised

Top Hashtags in Tweet in G6:
[1] vote

Top Hashtags in Tweet in G7:
[1] healthcare
[1] americans
[1] slumlords
[1] trumpcrimesyndicate
[1] maga
[1] trumptaxreturns
[1] thursdaythoughts
[1] countryoverparty
[1] factsmatter
[1] trumplies

Top Hashtags in Tweet in G8:
[1] thegreatclawback
[1] wealthtaxnow

Top Hashtags in Tweet in G9:
[3] presidentialdebate2020
[2] louisiana
[2] environmentaljustice
[2] regulation
[2] environment
[2] sejawards
[2] climatechange
[2] covid19
[1] urbanplanning
[1] agriculture

Top Hashtags in Tweet in G10:
[6] debate2020
[1] smartnews

Top Words
Top Words in Tweet in Entire Graph:
[3953] propublica
[1288] irs
[1242] more
[840] poor
[689] doesn
[688] trump
[682] report
[676] audits
[673] asked
[672] congress

Top Words in Tweet in G1:
[2905] propublica
[992] irs
[942] more
[652] poor
[644] asked
[641] report
[640] congress
[638] doesn
[634] affluent
[634] audits

Top Words in Tweet in G2:
[135] million
[134] good
[125] freddie
[125] mac
[124] loan
[124] unusually
[124] terms
[123] massive
[122] wasn
[122] came

Top Words in Tweet in G3:
[169] ericgarland
[168] billion
[168] dollars
[167] prison
[104] zevshalev
[84] million
[81] investors
[81] extracted
[81] 400
[81] hospital

Top Words in Tweet in G4:
[191] crewcrew
[142] backed
[137] trump
[136] police
[131] hold
[130] government
[128] departments
[119] noahbookbinder
[118] justice
[118] department

Top Words in Tweet in G5:
[60] propublica
[45] realdonaldtrump
[43] chain
[42] charlesornstein
[42] eisingerj
[31] peterelkind
[30] medical
[30] firm
[29] patients
[28] million

Top Words in Tweet in G6:
[118] alecmacgillis
[69] one
[59] article
[55] showed
[55] isn
[55] indictment
[54] alexnazaryan
[51] children
[43] remote
[43] learning

Top Words in Tweet in G7:
[25] propublica
[12] loan
[12] maddow
[11] massive
[11] unusually
[11] good
[11] terms
[11] defense
[11] department
[11] contractor

Top Words in Tweet in G8:
[200] propublica
[62] billion
[61] lisassister
[61] kushner
[55] loans
[54] kushners
[54] obama
[53] principle
[53] payment
[53] free

Top Words in Tweet in G9:
[81] propublica
[62] polluter
[62] paradise
[44] award
[41] series
[41] nina
[41] mason
[41] pulliam
[40] sejorg
[38] tristanbaurick

Top Words in Tweet in G10:
[104] trump
[78] government
[73] govhowarddean
[72] vaccine
[72] czar
[72] refuses
[72] give
[72] stock
[72] drug
[72] company

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[662] audits,poor
[661] poor,more
[661] more,affluent
[660] congress,asked
[660] asked,irs
[659] affluent,response
[659] response,doesn
[657] irs,report
[657] report,audits
[652] propublica,congress

Top Word Pairs in Tweet in G1:
[634] poor,more
[633] congress,asked
[633] asked,irs
[633] irs,report
[633] report,audits
[633] audits,poor
[633] more,affluent
[633] affluent,response
[633] response,doesn
[631] propublica,congress

Top Word Pairs in Tweet in G2:
[125] freddie,mac
[122] wasn,massive
[122] massive,came
[122] came,unusually
[122] unusually,good
[122] good,terms
[121] loan,wasn
[120] kushners,freddie
[120] mac,loan
[111] 400,million

Top Word Pairs in Tweet in G3:
[167] billion,dollars
[167] dollars,prison
[166] ericgarland,billion
[81] investors,extracted
[81] extracted,400
[81] 400,million
[81] million,hospital
[81] hospital,chain
[81] chain,sometimes
[81] sometimes,couldn

Top Word Pairs in Tweet in G4:
[128] police,departments
[118] justice,department
[77] trump,administration
[74] doj,during
[74] during,trump
[74] administration,significantly
[74] significantly,backed
[74] backed,mechanisms
[74] mechanisms,hold
[74] hold,local

Top Word Pairs in Tweet in G5:
[23] hospital,chain
[23] sometimes,couldn
[23] couldn,pay
[23] pay,medical
[23] medical,supplies
[23] supplies,gas
[22] investors,extracted
[22] extracted,400
[22] 400,million
[22] million,hospital

Top Word Pairs in Tweet in G6:
[55] one,showed
[55] showed,isn
[55] isn,article
[55] article,indictment
[55] indictment,alecmacgillis
[54] alexnazaryan,one
[42] remote,learning
[25] disparity,stark
[25] stark,many
[25] many,cities

Top Word Pairs in Tweet in G7:
[11] unusually,good
[11] good,terms
[11] defense,department
[11] department,contractor
[11] contractor,made
[10] kushners,freddie
[10] freddie,mac
[10] mac,loan
[10] loan,wasn
[10] wasn,massive

Top Word Pairs in Tweet in G8:
[61] lisassister,propublica
[53] propublica,billion
[53] billion,principle
[53] principle,payment
[53] payment,free
[53] free,10
[53] 10,year
[53] year,loans
[53] loans,kushners
[53] kushners,day

Top Word Pairs in Tweet in G9:
[62] polluter,paradise
[41] nina,mason
[41] mason,pulliam
[41] pulliam,award
[38] series,earned
[37] official,polluter
[37] paradise,series
[37] earned,sejorg
[37] sejorg,nina
[37] award,best

Top Word Pairs in Tweet in G10:
[72] trump,vaccine
[72] vaccine,czar
[72] czar,refuses
[72] refuses,give
[72] give,stock
[72] stock,drug
[72] drug,company
[72] company,involved
[72] involved,government
[72] government,role

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@realdonaldtrump
@univboy9
@jessicahuseman
@charliekirk11
@chiaravep
@kayleighmcenany
@lisassister
@robertfaturechi
@briankolfage

Top Replied-To in G1:
@propublica
@jessicahuseman
@chiaravep
@amyguth
@bailey_melvin
@cbhessick
@teamtrace
@adndotcom
@byashleyhackett
@thurmonuclear

Top Replied-To in G3:
@tylerjoelb
@ericgarland
@allysonnewell

Top Replied-To in G5:
@realdonaldtrump
@kayleighmcenany
@propublica
@briankolfage
@charlesornstein
@donaldjtrumpjr
@ivankatrump
@kdorr_usa
@jaredkushner
@andreawnyc

Top Replied-To in G6:
@joshtpm
@lesliebrody
@germanjo04
@anjakeister
@spettypi
@martinf76606790
@propublica
@zacbissonnette
@alecmacgillis
@seclarosecomms

Top Replied-To in G7:
@propublica
@rubinreport
@acosta
@realdonaldtrump
@politifact
@cbsnews
@waltshaub
@ph_democrat
@sruhle
@jeff_cvn65

Top Replied-To in G8:
@propublica
@ellenenders
@peta_richkus
@derwouter
@lisassister
@peterarcher37
@bechk45
@patriotsvsbs
@stephaniefishm4
@blunttrauma11

Top Replied-To in G9:
@propublica
@msanchezmia
@uwemuegge
@jenguernsey1
@rhodium_group
@michaelluo
@jessicahuseman
@anandwrites
@pulitzercenter

Top Replied-To in G10:
@lisassister
@minggao26

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@crewcrew
@ericgarland
@electionland
@noahbookbinder
@alecmacgillis
@zevshalev
@robertfaturechi
@mrolmos
@govhowarddean

Top Mentioned in G1:
@propublica
@electionland
@amyguth
@teamtrace
@el
@jessicahuseman
@dukesanford
@cjciaramella
@timkennedymma
@sdooling

Top Mentioned in G2:
@honeychile15
@molly6266
@gemechu22777460
@derekandtheapis
@taizun_tapia
@wendy_dorian
@iseeuliars
@writerjobsnow
@proofandedit
@arnonstefan

Top Mentioned in G3:
@ericgarland
@zevshalev
@propublica
@5_2blue
@crewcrew
@lorenza71319
@noahbookbinder
@missltoe
@narativ_live
@techczarcle

Top Mentioned in G4:
@crewcrew
@noahbookbinder
@propublica
@ogrady_texas
@curtisstigers
@shelbykstewart
@ericgarland
@standuptoalec
@phidippides26
@zevshalev

Top Mentioned in G5:
@propublica
@eisingerj
@charlesornstein
@peterelkind
@realdonaldtrump
@ericuman
@mashagessen
@bykenarmstrong
@hvogell
@ryanjreilly

Top Mentioned in G6:
@alecmacgillis
@alexnazaryan
@propublica
@longreads
@newyorker
@marysdesk
@dillonm
@zeynep
@kayhymowitz
@longform

Top Mentioned in G7:
@propublica
@maddow
@speakerpelosi
@ph_democrat
@npr
@cnn
@msnbc
@abc
@k_jeanpierre
@whca

Top Mentioned in G8:
@propublica
@lisassister
@peterarcher37
@carrybeyond
@derwouter
@peta_richkus
@cordishco
@ellenenders
@patriotsvsbs
@totestired

Top Mentioned in G9:
@propublica
@sejorg
@tristanbaurick
@msanchezmia
@nolanews
@nytimes
@rhodium_group
@abrahml
@a_l

Top Mentioned in G10:
@govhowarddean
@donnabrazile
@propublica
@ashoutoutfrommn
@minggao26
@friendsofgael
@lisassister
@zevshalev
@charlesornstein
@temptingfate7

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@dichristine
@tinamarie_80s
@solutioneer72
@mattmurph24
@ez4u2say_janis
@1denmadrid
@rjber15
@independent
@phillip92321

Top Tweeters in G1:
@solutioneer72
@1denmadrid
@phillip92321
@bannerite
@rxbun
@yarosisnancy
@backstorymom1
@kenkircher1
@russelltim151
@1loriking

Top Tweeters in G2:
@rachel_mcrea
@schestowitz
@pas5974
@solusnan1
@macbeestje
@opinionjaded
@the_lady_red
@kennedy81857
@spanishcountry
@lellingw

Top Tweeters in G3:
@sddphoto
@mayirmamay14
@vedehimajumdar
@greeeneyedwhwom
@cblazblaz
@bethsinniresist
@davidpsdem
@trumpgot2go
@burnettcynthia
@bellablue1060

Top Tweeters in G4:
@dichristine
@pollsstar
@kimvie
@charluv2011
@cheryl_marlin
@grannynannynews
@petchary
@rodneyclaeys
@jim_b60
@richrake

Top Tweeters in G5:
@ramiro150402
@mastaofmp3s
@reagancbrown
@disasterpastor
@foxnews
@dropoutnation
@slak909
@lindasn0228wi
@lulu82824
@demsfight4u

Top Tweeters in G6:
@tinamarie_80s
@independent
@milatrud11
@anthropic
@sallymoen2
@squirrel_ma
@wfrolik
@docjanicel
@tashica4
@angierrv

Top Tweeters in G7:
@huffpost
@madamend
@nypost
@mcguirescotty
@cnn
@abc
@carolgo18658081
@bbcworld
@abcnews
@jdignum

Top Tweeters in G8:
@jamestoupin
@marthalynneowe1
@bbkenn92
@carrybeyond
@lonestarmomcom
@marti431uew
@elvislver56
@amandanonumbers
@sherijr
@melodyisdestiny

Top Tweeters in G9:
@sachikoko
@mymimisthebest
@nytimes
@evcoc54
@washingtonpost
@nolanews
@aspeed
@paprikapink
@mogeladze1
@safety_refinery

Top Tweeters in G10:
@talkintou
@jrbkjrbk
@asmith702
@penneyewart
@kcolaizzo
@colourbars
@bluedillygal
@sagehillfarms
@barb_swan
@longfellowjean


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