Propublica, Twitter, 1/13/2023 2:15:01 PM, 287907


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Propublica_2023-01-13_06-05-14.xlsx
Propublica_2023-01-13_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2023
Short Description:
Propublica via NodeXL https://bit.ly/3w12VOk
@propublica
@sdonziger
@adriftalchemist
@marymhudetz
@charlesornstein
@pamande29517684
@no2hitting
@alicefordham
@comradebirb
@ncrcca

Top hashtags:
#autopilot
#nagpra
#landback
#gop
#maga
#dshea
#repatriation
#museums

Description:
Description
The graph represents a network of 4,773 Twitter users whose recent tweets contained "Propublica", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 14:08 UTC.

The tweets in the network were tweeted over the 1028-day, 22-hour, 20-minute period from Friday, 20 March 2020 at 02:39 UTC to Friday, 13 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4773
Unique Edges : 3609
Edges With Duplicates : 11146
Total Edges : 14755
Number of Edge Types : 9
Replies to : 618
MentionsInReplyTo : 1776
MentionsInRetweet : 6908
Retweet : 4112
Tweet : 443
Quote : 122
Mentions : 305
MentionsInQuote : 443
MentionsInQuoteReply : 28
Self-Loops : 698
Reciprocated Vertex Pair Ratio : 0.0122386537480877
Reciprocated Edge Ratio : 0.0241813602015113
Connected Components : 346
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 4034
Maximum Edges in a Connected Component : 13368
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.009087
Graph Density : 0.000348601003584532
Modularity : 0.396263
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,773 Twitter users whose recent tweets contained "Propublica", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 14:08 UTC.

The tweets in the network were tweeted over the 1028-day, 22-hour, 20-minute period from Friday, 20 March 2020 at 02:39 UTC to Friday, 13 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[189] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[117] https://projects.propublica.org/repatriation-nagpra-database/
[62] https://www.propublica.org/article/jefferson-parish-sheriff-misconduct-records-allegations-jpso
[39] https://twitter.com/propublica/status/1613179943168638977
[29] https://www.propublica.org/article/national-debt-trump
[27] https://projects.propublica.org/coronavirus/ba
[19] https://www.propublica.org/article/how-the-irs-was-gutted
[19] https://twitter.com/propublica/status/1613115267000766465
[16] https://www.niemanlab.org/2023/01/canadas-propublica-is-sharing-the-databases-behind-its-hard-hitting-stories/
[15] https://www.propublica.org/article/desantis-critical-race-theory-florida-college-professors

Top URLs in Tweet in G1:
[46] https://projects.propublica.org/repatriation-nagpra-database/
[32] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[22] https://twitter.com/propublica/status/1613179943168638977
[11] https://twitter.com/propublica/status/1613115267000766465
[11] https://www.propublica.org/article/jefferson-parish-sheriff-misconduct-records-allegations-jpso
[6] https://www.propublica.org/series/unwatched
[4] https://www.propublica.org/article/behind-propublica-reporting-on-repatriation
[4] https://twitter.com/Debbie_Winslow_/status/1613361067563819009/photo/1
[3] https://www.propublica.org/article/911-call-analysis-fbi-police-courts
[3] https://twitter.com/TribalTruths/status/1613540956292136962/photo/1

Top URLs in Tweet in G2:
[13] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[6] https://projects.propublica.org/repatriation-nagpra-database/
[5] https://www.propublica.org/tips/repatriation/
[5] https://twitter.com/schwanksta/status/1613262464723853327
[3] https://www.propublica.org/article/behind-propublica-reporting-on-repatriation
[2] https://www.propublica.org/events/repatriation
[2] https://projects.propublica.org/repatriation-nagpra-database/institution/university-kansas/
[2] https://twitter.com/propublica/status/1613115267000766465
[2] https://projects.propublica.org/repatriation-nagpra-database/institution/university-michigan-museum-anthropology/
[2] https://projects.propublica.org/repatriation-nagpra-database/institution/harvard-university/

Top URLs in Tweet in G3:
[2] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[1] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[1] https://twitter.com/SDonziger/status/1612947276388831240/photo/1
[1] https://twitter.com/MarkHunter_MD/status/1613413217782349826/photo/1
[1] https://www.propublica.org/article/jefferson-parish-sheriff-misconduct-records-allegations-jpso
[1] https://twitter.com/PeacefulHostile/status/1613401737502531584/photo/1
[1] https://www.cancer.org/content/dam/cancer-org/research/cancer-facts-and-statistics/annual-cancer-facts-and-figures/2022/trends-in-age-adjusted-cancer-death-rates-by-site-males.pdf
[1] https://twitter.com/robert_aterman/status/1613314737617633280/photo/1
[1] https://richmondstandard.com/chevron-speaks/2022/05/21/revisiting-steven-donzigers-fraud-against-chevron-in-ecuador/
[1] https://www.youtube.com/watch?v=nU0FX2S5S7E&feature=youtu.be


Top URLs in Tweet in G4:
[4] https://twitter.com/BUYJUSDIFFERENT/status/1567620901226651648/photo/1
[4] https://twitter.com/BUYJUSDIFFERENT/status/1563468748756987908/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613394146009518082/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613367536799686656/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613370639502671872/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613513421332381707/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613524288983769088/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613397471262310400/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613396591003729927/photo/1
[4] https://twitter.com/AGJJUSDIFFERENT/status/1613400261547917312/photo/1

Top URLs in Tweet in G5:
[4] https://projects.propublica.org/repatriation-nagpra-database/institution/history-colorado/
[3] https://projects.propublica.org/repatriation-nagpra-database/
[3] https://twitter.com/AdriftAlchemist/status/1613259457395593218/photo/1
[3] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://projects.propublica.org/repatriation-nagpra-database/institution/university-northern-iowa/
[2] https://projects.propublica.org/repatriation-nagpra-database/institution/university-iowa-office-state-archaeologist/
[1] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains?utm_content=bufferddbfa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/IndianAffairs/status/1613632188544581632/photo/1
[1] https://twitter.com/InThePastLane/status/1613549870916292611/photo/1
[1] https://projects.propublica.org/repatriation-nagpra-database/institution/wisconsin-historical-society/

Top URLs in Tweet in G6:
[14] https://projects.propublica.org/repatriation-nagpra-database/
[13] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[3] https://www.propublica.org/article/jefferson-parish-sheriff-misconduct-records-allegations-jpso
[2] https://www.propublica.org/article/syndicated-conservation-easements-tax-scam-irs-biden
[2] https://www.propublica.org/article/behind-propublica-reporting-on-repatriation
[2] https://twitter.com/propublica/status/1613115267000766465
[1] https://twitter.com/indyemapolis/status/1613175426389622788/photo/1
[1] https://www.propublica.org/atpropublica/propublica-to-launch-investigative-reporting-hub-in-the-northwest
[1] https://projects.propublica.org/repatriation-nagpra-database/institution/illinois-state-museum/
[1] https://twitter.com/loganjaffe/status/1613167075446460418

Top URLs in Tweet in G7:
[70] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[23] https://www.propublica.org/article/jefferson-parish-sheriff-misconduct-records-allegations-jpso
[13] https://projects.propublica.org/repatriation-nagpra-database/
[8] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[8] https://www.propublica.org/article/syndicated-conservation-easements-tax-scam-irs-biden
[7] https://www.propublica.org/article/desantis-critical-race-theory-florida-college-professors
[4] https://www.propublica.org/article/afghanistan-night-raids-zero-units-investigation-takeaways
[4] https://www.propublica.org/article/toxic-chemicals-epa-regulation-failures
[3] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[3] https://www.niemanlab.org/2023/01/canadas-propublica-is-sharing-the-databases-behind-its-hard-hitting-stories/

Top URLs in Tweet in G8:
[6] https://twitter.com/propublica/status/1613179943168638977
[5] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[3] https://projects.propublica.org/repatriation-nagpra-database/
[2] https://twitter.com/propublica/status/1613181380678098945
[1] https://www.illinoistimes.com/springfield/the-school-that-calls-the-police-on-students-every-other-day/Content?oid=16305987
[1] https://twitter.com/rachaelmyrow/status/1613623605430042624/photo/1
[1] https://www.thebureauinvestigates.com/blog/2021-11-17/do-city-lawyers-need-an-ethics-check-up
[1] https://wiisglobal.org/
[1] https://www.reddit.com/r/TargetedEnergyWeapons/
[1] https://www.youtube.com/watch?app=desktop&v=vI9bXFbymCc

Top URLs in Tweet in G9:
[12] https://www.propublica.org/article/welcome-to-cancer-alley-where-toxic-air-is-about-to-get-worse
[11] https://www.propublica.org/article/national-debt-trump
[5] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[4] https://www.propublica.org/article/how-the-irs-was-gutted
[3] https://www.propublica.org/article/desantis-critical-race-theory-florida-college-professors
[2] https://projects.propublica.org/parler-capitol-videos/
[2] https://twitter.com/SteveScalise/status/1612641354676375555
[1] https://www.propublica.org/article/hospice-healthcare-aseracare-medicare
[1] https://twitter.com/wyonaf/status/1612857642162032660/photo/1
[1] https://twitter.com/atrupar/status/1613554600413478912

Top URLs in Tweet in G10:
[9] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains
[3] https://www.propublica.org/article/shadow-diplomats-nazi-germany-spies-honorary-consuls
[3] https://www.propublica.org/article/afghanistan-night-raids-zero-units-lynzy-billing
[2] https://www.propublica.org/article/repatriation-nagpra-museums-human-remains?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://twitter.com/ICIJorg/status/1591113906545909761
[1] https://www.icij.org/investigations/shadow-diplomats/from-court-records-to-military-archives-document-dive-revealed-the-worlds-shadow-diplomats/
[1] https://www.elperiodico.com/es/opinion/20221204/regular-consulados-honorarios-editorial-79556995
[1] https://twitter.com/democracynow/status/1613544988356546560/video/1
[1] https://www.democracynow.org/2023/1/12/afghanistan_zero_units_cia_civilian_deaths
[1] https://twitter.com/propublica/status/1613179943168638977

Top Domains
Top Domains in Tweet in Entire Graph:
[910] propublica.org
[393] twitter.com
[33] trib.al
[17] niemanlab.org
[10] nymag.com
[9] c-span.org
[8] govtrack.us
[5] caus.com
[4] congress.gov
[4] house.gov

Top Domains in Tweet in G1:
[143] propublica.org
[82] twitter.com
[28] trib.al
[3] threadreaderapp.com
[1] forms.fm
[1] veritenews.org
[1] kcbeacon.org
[1] nbcnews.com
[1] cbs42.com
[1] ric.edu

Top Domains in Tweet in G2:
[51] propublica.org
[23] twitter.com
[1] theintercept.com
[1] milfordhistoricalsociety.org
[1] lsureveille.com

Top Domains in Tweet in G3:
[4] propublica.org
[4] twitter.com
[1] cancer.org
[1] richmondstandard.com
[1] youtube.com
[1] prheucsf.blog

Top Domains in Tweet in G4:
[99] twitter.com
[29] propublica.org
[3] nymag.com
[2] trib.al
[2] bioinitiative.org
[2] cshub.com
[2] milfordhistoricalsociety.org
[1] realclearpolitics.com
[1] wgrz.com
[1] latimes.com

Top Domains in Tweet in G5:
[17] propublica.org
[6] twitter.com

Top Domains in Tweet in G6:
[39] propublica.org
[5] twitter.com

Top Domains in Tweet in G7:
[192] propublica.org
[12] twitter.com
[4] niemanlab.org
[2] nytimes.com
[1] legalinsurrection.com
[1] artnews.com
[1] hoffmann-hoffmann.org
[1] heysocal.com
[1] newsie.social
[1] google.com

Top Domains in Tweet in G8:
[15] twitter.com
[11] propublica.org
[1] illinoistimes.com
[1] thebureauinvestigates.com
[1] wiisglobal.org
[1] reddit.com
[1] youtube.com
[1] richardboyden.com
[1] t.me

Top Domains in Tweet in G9:
[44] propublica.org
[8] twitter.com
[5] nymag.com
[1] foxnews.com

Top Domains in Tweet in G10:
[17] propublica.org
[3] twitter.com
[2] icij.org
[1] elperiodico.com
[1] democracynow.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] autopilot
[16] nagpra
[14] landback
[11] gop
[11] maga
[8] dshea
[6] repatriation
[6] museums
[5] 加中关系
[5] 亚裔与华人



Top Hashtags in Tweet in G1:
[10] nagpra
[4] realacademicbios
[3] repatriation
[2] nagpranews
[2] returnthem
[2] nativerights
[1] alaskahistory
[1] landback
[1] disinformation
[1] respect

Top Hashtags in Tweet in G2:
[2] nagpra
[1] nativetwitter
[1] lsu

Top Hashtags in Tweet in G3:
[2] epa
[1] greed
[1] donziger

Top Hashtags in Tweet in G4:
[20] autopilot
[11] gop
[11] maga
[8] dshea
[4] itsrigged
[3] stupidhumans
[3] itsspyrigged
[2] twofatmenwholaundercash
[2] buildawall
[2] kochnetwork

Top Hashtags in Tweet in G5:
[3] ushistory
[2] nativeamerican
[1] ancestorsback
[1] cultureback
[1] everythingback
[1] nativetwitter
[1] native
[1] news
[1] nagpra
[1] museums

Top Hashtags in Tweet in G6:
[1] 5g
[1] rfi

Top Hashtags in Tweet in G7:
[3] museums
[3] googlealerts
[2] nativeamericans
[2] afghanistan
[1] unitedstates
[1] indigenous
[1] bringourancestorshome
[1] cellphones
[1] health
[1] propublica

Top Hashtags in Tweet in G8:
[12] landback
[1] twill
[1] racism
[1] southerntrash
[1] repatriationproject
[1] nagpra

Top Hashtags in Tweet in G9:
[2] jan6th
[1] lousianna
[1] taxscambill
[1] bidenflation
[1] coward
[1] socialsecurity
[1] medicare
[1] logicflawed

Top Hashtags in Tweet in G10:
[3] shadowdiplomats
[1] malignarcs
[1] politcrims

Top Words
Top Words in Tweet in Entire Graph:
[2967] propublica
[1687] today
[1680] institutions
[1554] look
[1367] repatriation
[1275] project
[1248] remains
[1154] native
[1088] marymhudetz
[1063] first

Top Words in Tweet in G1:
[1605] propublica
[1115] institutions
[973] repatriation
[957] look
[956] today
[914] project
[885] marymhudetz
[880] first
[876] agencies
[866] pieces

Top Words in Tweet in G2:
[561] propublica
[482] look
[426] today
[398] schwanksta
[392] news
[389] university
[379] museum
[373] app
[372] institution
[371] released

Top Words in Tweet in G3:
[355] sdonziger
[308] cancer
[301] skyrocketing
[301] rates
[300] industry
[299] many
[299] thousands
[299] chemical
[298] laws
[298] environmental

Top Words in Tweet in G4:
[66] propublica
[36] ap
[35] potus
[30] nycpba
[24] vp
[21] npr
[21] cnn
[20] nypdpc
[20] foxnews
[20] #autopilot

Top Words in Tweet in G5:
[237] repatriation
[236] today
[236] institutions
[233] project
[217] database
[215] released
[215] museums
[213] adriftalchemist
[212] educational
[212] government

Top Words in Tweet in G6:
[120] charlesornstein
[110] remains
[103] native
[85] records
[78] years
[74] destroying
[73] misconduct
[73] deputies
[73] alleged
[73] sheriff

Top Words in Tweet in G7:
[79] remains
[70] native
[60] american
[59] return
[58] museums
[55] human
[51] fail
[50] america
[43] propublica
[34] biggest

Top Words in Tweet in G8:
[190] propublica
[135] native
[127] remains
[99] americans
[97] returned
[93] number
[62] university
[54] harvard
[43] ucberkeley
[32] american

Top Words in Tweet in G9:
[23] gop
[20] irs
[17] housegop
[15] gutted
[15] budget
[14] trump
[12] cut
[12] 000
[12] jobs
[11] lost

Top Words in Tweet in G10:
[33] lynzybilling
[30] very
[30] propublica
[26] shameful
[24] remains
[22] native
[21] investigation
[21] american
[20] museums
[17] thank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1412] today,propublica
[1256] repatriation,project
[998] propublica,launching
[975] look,institutions
[973] project,first
[973] institutions,agencies
[973] pieces,look
[973] first,pieces
[973] launching,repatriation
[972] marymhudetz,today

Top Word Pairs in Tweet in G1:
[913] today,propublica
[901] repatriation,project
[865] propublica,launching
[864] launching,repatriation
[864] look,institutions
[864] first,pieces
[864] institutions,agencies
[864] pieces,look
[864] project,first
[863] marymhudetz,today

Top Word Pairs in Tweet in G2:
[423] today,propublica
[372] news,app
[369] university,museum
[369] institution,receives
[369] look,university
[369] allows,look
[369] propublica,released
[369] released,news
[369] museum,institution
[369] app,allows

Top Word Pairs in Tweet in G3:
[301] rates,skyrocketing
[301] cancer,rates
[298] chemical,industry
[298] laws,thousands
[298] industry,writes
[298] many,environmental
[298] writes,many
[298] skyrocketing,chemical
[298] environmental,laws
[297] sdonziger,cancer

Top Word Pairs in Tweet in G4:
[23] potus,vp
[15] nro,ndn
[15] foxnews,wearesinclair
[15] time,cnn
[15] politico,usgao
[15] ndn,abc
[15] accountablegop,senategop
[15] 60minutes,axios
[15] wearesinclair,accountablegop
[15] senatepress,ivankatrump

Top Word Pairs in Tweet in G5:
[233] repatriation,project
[212] institutions,government
[212] educational,institutions
[212] project,database
[212] database,museums
[212] released,today
[212] today,repatriation
[212] museums,educational
[211] adriftalchemist,released
[211] government,agenci

Top Word Pairs in Tweet in G6:
[74] destroying,records
[73] misconduct,years
[73] deputies,alleged
[73] alleged,misconduct
[73] sheriff,louisiana
[73] louisiana,destroying
[73] records,deputies
[72] charlesornstein,sheriff
[65] native,americans
[36] native,american

Top Word Pairs in Tweet in G7:
[60] native,american
[53] human,remains
[51] return,native
[51] fail,return
[50] american,human
[50] museums,fail
[34] america,biggest
[33] biggest,museums
[21] destroying,records
[21] louisiana,destroying

Top Word Pairs in Tweet in G8:
[99] native,americans
[93] propublica,number
[93] americans,returned
[32] native,american
[28] number,university
[26] university,remains
[23] remains,100
[23] 100,native
[23] american,human
[23] return,native

Top Word Pairs in Tweet in G9:
[11] gutted,irs
[11] lost,jobs
[10] gop,gutted
[9] 18,27
[9] divert,attention
[9] cut,budget
[9] 2011,gop
[9] 27,000
[9] irs,cut
[9] budget,18

Top Word Pairs in Tweet in G10:
[21] native,american
[17] thank,very
[17] latest,investigation
[17] much,nermeendn
[17] talking,latest
[17] goodman,talking
[17] very,much
[17] amy,goodman
[17] investigation,propublica
[17] nermeendn,amy

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@sdonziger
@congressvotesbt
@marymhudetz
@schwanksta
@ronjohnsonwi
@anc_historian
@72greysweater
@nycmayor
@bradsross

Top Replied-To in G1:
@propublica
@marymhudetz
@anc_historian
@bradsross
@nicolesganga
@richardawebster
@debbie_winslow_
@bettyrbl
@nonkentuckian
@wendipqa

Top Replied-To in G2:
@schwanksta
@propublica
@jimgray17710373
@marymhudetz
@lussenpop
@saguynes
@adriftalchemist
@carlymbutton
@kelsey_reads
@tpop_creations

Top Replied-To in G3:
@sdonziger
@pattipearcey1
@frankcotolo
@2lagomorphs
@robertgauss5
@pgtwentytwo
@jeaia
@retireeme
@wingsandsong
@defectinggrey

Top Replied-To in G4:
@nycmayor
@laurenboebert
@newyorkstateag
@foxnews
@marymhudetz
@guardian
@mlat07167996
@joleneswisher2
@senmikelee
@benheck

Top Replied-To in G5:
@northerniowa
@uiowa
@universityofil

Top Replied-To in G6:
@ifex
@georgewpapajohn
@dvhunter
@propublica
@anc_historian

Top Replied-To in G8:
@propublica
@72greysweater
@govpritzker
@piperperabo
@debrame15271368
@ohiohistory
@utknoxville
@sans_comic_sans
@propublicail

Top Replied-To in G9:
@atrupar
@housegop
@jim_jordan
@wyonaf
@gop
@kelly_laco
@oyezoyezohyay
@speakermccarthy
@steverattner
@dylanogline

Top Replied-To in G10:
@dicktofel
@willfitzgibbon

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@marymhudetz
@schwanksta
@sdonziger
@adriftalchemist
@charlesornstein
@ashnguuu
@asuozzo
@richardawebster
@veritenewsnola

Top Mentioned in G1:
@propublica
@marymhudetz
@veritenewsnola
@richardawebster
@schwanksta
@jessica_priest
@intersectionist
@anc_historian
@lisamaatz

Top Mentioned in G2:
@propublica
@schwanksta
@marymhudetz
@ashnguuu
@asuozzo
@loganjaffe
@lussenpop
@uf
@grahambrewer

Top Mentioned in G3:
@sdonziger
@propublica
@abbymartin
@littlekrissyboo
@aprilgreen93
@marymhudetz
@richmonstandard
@pattipearcey1
@robertgauss5
@andbeemn

Top Mentioned in G4:
@propublica
@ap
@potus
@npr
@vp
@nycpba
@cnn
@foxnews
@abc
@nyclu

Top Mentioned in G5:
@adriftalchemist
@propublica
@marymhudetz
@indianaffairs
@karl_jacoby
@needlesandtea
@schwanksta
@hknorton
@inthepastlane
@creekthinker

Top Mentioned in G6:
@charlesornstein
@propublica
@indyemapolis
@georgewpapajohn
@dvhunter
@marymhudetz
@loganjaffe
@bykenarmstrong
@ifex
@schwanksta

Top Mentioned in G7:
@lussenpop
@dyannleroy
@pmc95
@pitch4kdemocrat

Top Mentioned in G8:
@propublica
@ucberkeley
@harvard
@peabodymuseum
@piperperabo
@interior
@ilstatemuseum
@72greysweater
@tvanews
@indianauniv

Top Mentioned in G9:
@housegop
@sky_lee_1
@viccan1
@danlgolden
@repjamescomer
@stevescalise
@gop
@atrupar
@stephan36144594

Top Mentioned in G10:
@lynzybilling
@propublica
@nermeendn
@therreport
@democracynow
@willfitzgibbon
@icijorg
@dicktofel
@smmills1960
@debbiecenziper

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@missb62
@rk70534
@kat4obama
@lizditz
@gojira007x
@bannerite
@stockguy61
@bunrxm
@thehill

Top Tweeters in G1:
@threadreaderapp
@missb62
@lizditz
@gojira007x
@bunrxm
@bellesapepper37
@jamestoupin
@estarianne
@seki_yo
@beverlyfolkers

Top Tweeters in G2:
@jhamby
@kristafrances
@fleming77
@mstepczyk
@emccoy_writer
@inforenique
@ranilyons
@maryannegruen
@dropoutnation
@pgmckim

Top Tweeters in G3:
@rk70534
@jmhamiltonblog
@sinemetuvivere
@lonegamer78
@sixarmedsweater
@1iqbalhussain
@semilocon
@gemandmoll
@lightrider
@osmotheque78000

Top Tweeters in G4:
@stockguy61
@thehill
@reuters
@guardian
@businessinsider
@tigerbeat
@caz5697
@nypost
@foxnews
@nytimes

Top Tweeters in G5:
@burnettcynthia
@gstewtwo
@murjanian
@ndngenuity
@barbtomko1
@ilarose
@that__girl__sam
@funkelly
@teresam51981532
@flux_nomad

Top Tweeters in G6:
@kat4obama
@bannerite
@dancas2
@willseattle
@noybsk2017
@notacquiescing
@freeandclear1
@mariecolemanao
@marymary0414
@nayasala

Top Tweeters in G7:
@alizardx
@jeannie_hartley
@mary_swilling
@nobiggovduh
@litlgrey
@nshrubs
@mediabot
@natty4bumpo
@anarcho
@em2wice

Top Tweeters in G8:
@ae4ca
@lakergrrrl
@holliejoyjoy
@digitalmeowmix
@robbychu
@avildsen
@theresaschroe14
@dallas4bernie
@kcgreen17
@hichmalumnist

Top Tweeters in G9:
@locou9
@drdind
@jmreycroft
@timoudou
@voter1vote
@riotwomennn
@mamadlynn
@donnayoungdc
@alanbarnes20
@jansimagine

Top Tweeters in G10:
@cheryl_marlin
@cynicalvision50
@elperiodico
@amsmadwoman
@eyemagistus
@newstart43
@reparsandra
@catvincent
@tristanbergh
@bhpanimalwatch