Propublica, Twitter, 3/18/2022 1:04:05 PM, 273191


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Propublica_2022-03-18_05-35-12.xlsx
Propublica_2022-03-18_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3u5xNMs
@propublica
@nancylevine
@sfdirewolf
@anniewaldman
@craigsilverman
@no2hitting
@buyjusdifferent
@braincures
@andrewpduncan2
@angelostzelepis

Top hashtags:
#onev1
#freshvoicesrise
#wtpblue
#resistanceunited
#maga
#gop

Description:
Description
The graph represents a network of 7,124 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, 18 March 2022 at 12:40 UTC.

The requested start date was Friday, 18 March 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 4-day, 17-hour, 6-minute period from Saturday, 12 March 2022 at 22:23 UTC to Thursday, 17 March 2022 at 15:30 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 : 7124
Unique Edges : 4177
Edges With Duplicates : 14538
Total Edges : 18715
Number of Edge Types : 5
Retweet : 5546
MentionsInRetweet : 7256
Tweet : 1036
Replies to : 859
Mentions : 4018
Self-Loops : 1072
Reciprocated Vertex Pair Ratio : 0.00858909757214842
Reciprocated Edge Ratio : 0.0170319064380606
Connected Components : 741
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 5442
Maximum Edges in a Connected Component : 16583
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.500474
Graph Density : 0.000173556603021757
Modularity : 0.413062
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,124 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, 18 March 2022 at 12:40 UTC.

The requested start date was Friday, 18 March 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 4-day, 17-hour, 6-minute period from Saturday, 12 March 2022 at 22:23 UTC to Thursday, 17 March 2022 at 15:30 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:
[236] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[89] https://www.propublica.org/article/national-debt-trump
[68] https://www.propublica.org/article/in-the-ukraine-conflict-fake-fact-checks-are-being-used-to-spread-disinformation
[55] https://www.propublica.org/article/were-releasing-the-data-behind-our-toxic-air-analysis
[54] https://www.propublica.org/article/shackles-and-solitary-inside-louisianas-harshest-juvenile-lockup
[52] https://www.propublica.org/article/washington-state-budgets-1-6-million-for-study-and-removal-of-toxic-lights
[43] https://www.propublica.org/article/how-the-russian-invasion-of-ukraine-upended-germany
[24] https://projects.propublica.org/nonprofits/organizations/453248639
[23] https://twitter.com/propublica/status/1503987589312823297
[23] https://projects.propublica.org/toxmap/

Top URLs in Tweet in G1:
[12] https://trib.al/sVeLZpD
[8] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[6] https://www.youtube.com/watch?v=9rH1p66aigE&feature=youtu.be

[6] https://twitter.com/propublica/status/1503987589312823297
[5] https://twitter.com/AnnieWaldman/status/1501910337003700226
[4] https://trib.al/maHJXAC
[3] https://twitter.com/hvogell/status/1503354042331930624
[3] https://www.propublica.org/article/washington-state-budgets-1-6-million-for-study-and-removal-of-toxic-lights
[3] https://www.propublica.org/article/were-releasing-the-data-behind-our-toxic-air-analysis
[2] https://trib.al/TrX770x

Top URLs in Tweet in G2:
[13] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[10] https://www.propublica.org/article/in-the-ukraine-conflict-fake-fact-checks-are-being-used-to-spread-disinformation
[3] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=river-links
[2] https://www.propublica.org/article/were-releasing-the-data-behind-our-toxic-air-analysis
[1] https://www.propublica.org/article/shackles-and-solitary-inside-louisianas-harshest-juvenile-lockup
[1] https://twitter.com/propublica/status/1504437924636639233
[1] https://trib.al/WHHvony
[1] https://twitter.com/propublica/status/1503163047929597955
[1] https://twitter.com/propublica/status/1503533210847825923
[1] https://www.themarshallproject.org/2022/03/10/no-light-no-nothing-inside-louisiana-s-harshest-juvenile-lockup

Top URLs in Tweet in G3:
[64] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[39] https://www.propublica.org/article/in-the-ukraine-conflict-fake-fact-checks-are-being-used-to-spread-disinformation
[30] https://www.propublica.org/article/shackles-and-solitary-inside-louisianas-harshest-juvenile-lockup
[23] https://www.propublica.org/article/washington-state-budgets-1-6-million-for-study-and-removal-of-toxic-lights
[21] https://www.propublica.org/article/how-the-russian-invasion-of-ukraine-upended-germany
[12] https://twitter.com/propublica/status/1503987589312823297
[12] https://www.propublica.org/article/were-releasing-the-data-behind-our-toxic-air-analysis
[10] https://twitter.com/propublica/status/1503544734484246529
[9] https://twitter.com/propublica/status/1504073760210665482
[8] https://www.propublica.org/article/lawmakers-approve-payments-to-parents-of-children-who-died-of-catastrophic-brain-injuries

Top URLs in Tweet in G4:
[3] https://www.themarshallproject.org/2022/03/10/no-light-no-nothing-inside-louisiana-s-harshest-juvenile-lockup?utm_source=twitter&utm_medium=social&utm_campaign=socialflow
[3] https://www.propublica.org/article/shackles-and-solitary-inside-louisianas-harshest-juvenile-lockup
[3] https://www.propublica.org/events/inside-louisianas-harshest-juvenile-lockup
[2] https://trib.al/zAj1ReW
[2] https://www.themarshallproject.org/2022/03/10/no-light-no-nothing-inside-louisiana-s-harshest-juvenile-lockup
[2] https://www.nbcnews.com/news/us-news/louisiana-juvenile-detention-st-martinvillle-rcna19227
[1] https://trib.al/kH6HHbV
[1] https://www.theadvocate.com/acadiana/news/courts/article_07f4a182-a09c-11ec-9677-bb9e5695702f.html?utm_medium=social&utm_source=twittertheadvocatebr&utm_campaign=snd
[1] https://trib.al/sVeLZpD
[1] https://www.propublica.org/article/lets-recall-what-exactly-paul-manafort-and-rudy-giuliani-were-doing-in-ukraine

Top URLs in Tweet in G5:
[11] https://www.propublica.org/article/national-debt-trump
[2] https://www.propublica.org/article/in-the-ukraine-conflict-fake-fact-checks-are-being-used-to-spread-disinformation
[2] https://twitter.com/propublica/status/1503066922383982600
[2] https://www.propublica.org/events/inside-louisianas-harshest-juvenile-lockup
[1] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[1] https://twitter.com/NikkiFried/status/1503415047476948995
[1] https://twitter.com/rdunhamdpic/status/1503551235055665155
[1] https://twitter.com/benbwieder/status/1503517745320808448
[1] https://twitter.com/joshdeannyc/status/1502849205995507715
[1] https://twitter.com/no2hitting/status/1504105396524433415

Top URLs in Tweet in G6:
[1] https://projects.propublica.org/nonprofits/display_990/720921017/02_2021_prefixes_68-74%2F720921017_201912_990_2021022217734228
[1] https://www.propublica.org/article/bank-of-internet-kushner-deals
[1] https://www.propublica.org/article/inside-turbotax-20-year-fight-to-stop-americans-from-filing-their-taxes-for-free/amp
[1] https://www.propublica.org/article/how-the-maker-of-turbotax-fought-free-simple-tax-filing

Top URLs in Tweet in G7:
[26] https://www.propublica.org/article/were-releasing-the-data-behind-our-toxic-air-analysis
[16] https://www.propublica.org/article/washington-state-budgets-1-6-million-for-study-and-removal-of-toxic-lights
[7] https://nihcm.org/awards/general-circulation-journalism/finalists
[4] https://www.propublica.org/atpropublica/three-propublica-projects-nominated-for-nihcm-awards
[4] https://www.simonandschuster.com/books/Pandemic-Inc/J-David-McSwane/9781982177744
[3] https://projects.propublica.org/toxmap/
[3] https://www.atr.org/stolen-tax-files-nine-months-and-still-no-answers-from-the-irs/
[2] https://www.propublica.org/article/lawmakers-approve-payments-to-parents-of-children-who-died-of-catastrophic-brain-injuries
[2] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[2] https://trib.al/maHJXAC

Top URLs in Tweet in G8:
[12] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[6] https://www.propublica.org/article/heeding-steve-bannons-call-election-deniers-organize-to-seize-control-of-the-gop-and-reshape-americas-elections?utm_medium=social&utm_source=twitter
[3] https://twitter.com/propublica/status/1503180404618059778
[1] https://www.propublica.org/article/some-hospitals-kept-suing-patients-over-medical-debt-through-the-pandemic
[1] https://www.propublica.org/article/how-the-russian-invasion-of-ukraine-upended-germany

Top URLs in Tweet in G9:
[4] https://www.propublica.org/article/national-debt-trump
[1] https://projects.propublica.org/nonprofits/organizations/203846597
[1] https://projects.propublica.org/coronavirus/bailouts/search?q=%22daily+caller%22
[1] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[1] https://projects.propublica.org/represent/lobbying/301016479
[1] https://twitter.com/EricBoehlert/status/1504125523265564672
[1] https://on.msnbc.com/2YD3iBP
[1] https://twitter.com/propublica/status/1504090742666498058
[1] https://apple.news/AxF6Rg95PTL2Y4NNgbKI1ag
[1] https://en.wikipedia.org/wiki/List_of_companies_involved_in_the_Holocaust

Top URLs in Tweet in G10:
[67] https://www.propublica.org/article/infamous-russian-troll-farm-appears-to-be-source-of-anti-ukraine-propaganda
[3] https://www.propublica.org/article/washington-state-budgets-1-6-million-for-study-and-removal-of-toxic-lights
[2] https://projects.propublica.org/toxmap/
[1] https://www.miamiherald.com/news/health-care/article259318154.html
[1] https://www.propublica.org/article/how-the-trump-tax-law-created-a-loophole-that-lets-top-executives-net-millions-by-slashing-their-own-salaries
[1] https://www.propublica.org/article/how-the-russian-invasion-of-ukraine-upended-germany
[1] https://www.propublica.org/article/shackles-and-solitary-inside-louisianas-harshest-juvenile-lockup
[1] https://www.propublica.org/article/using-facebooks-own-data-to-understand-the-platforms-role-in-jan-6
[1] https://www.propublica.org/article/voter-ref-foundation
[1] https://www.propublica.org/article/in-the-ukraine-conflict-fake-fact-checks-are-being-used-to-spread-disinformation

Top Domains
Top Domains in Tweet in Entire Graph:
[1305] propublica.org
[417] twitter.com
[136] trib.al
[56] govtrack.us
[22] c-span.org
[16] youtube.com
[10] nihcm.org
[9] propub.li
[8] apple.news
[7] themarshallproject.org

Top Domains in Tweet in G1:
[124] trib.al
[79] twitter.com
[54] propublica.org
[10] youtube.com
[9] propub.li
[2] google.com
[1] facebook.com
[1] cobbcountycourier.com
[1] humanevents.com
[1] nymag.com

Top Domains in Tweet in G2:
[35] propublica.org
[11] twitter.com
[1] trib.al
[1] themarshallproject.org
[1] google.com

Top Domains in Tweet in G3:
[406] propublica.org
[158] twitter.com
[56] govtrack.us
[22] c-span.org
[7] apple.news
[3] einnews.com
[2] trib.al
[2] nature.com
[2] github.com
[1] rescue.org

Top Domains in Tweet in G4:
[8] propublica.org
[6] twitter.com
[5] themarshallproject.org
[4] trib.al
[2] nbcnews.com
[1] theadvocate.com
[1] sourcenm.com

Top Domains in Tweet in G5:
[69] twitter.com
[28] propublica.org
[1] wfmz.com
[1] prweb.com
[1] macrumors.com
[1] gijn.org
[1] fastcompany.com
[1] justthenews.com
[1] co.uk
[1] businessinsider.com

Top Domains in Tweet in G6:
[4] propublica.org

Top Domains in Tweet in G7:
[67] propublica.org
[10] nihcm.org
[6] twitter.com
[4] simonandschuster.com
[3] trib.al
[3] atr.org
[1] idabwellssociety.org
[1] eventbrite.com
[1] fas.org
[1] divinedreams.co

Top Domains in Tweet in G8:
[20] propublica.org
[3] twitter.com

Top Domains in Tweet in G9:
[9] propublica.org
[3] twitter.com
[1] msnbc.com
[1] apple.news
[1] wikipedia.org
[1] reuters.com
[1] npr.org
[1] thedailybeast.com
[1] washingtonpost.com
[1] businessinsider.com

Top Domains in Tweet in G10:
[78] propublica.org
[1] miamiherald.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] onev1
[52] freshvoicesrise
[52] wtpblue
[52] resistanceunited
[41] maga
[40] gop
[36] autopilot
[22] 2yrs
[20] disinfo
[16] ukraine



Top Hashtags in Tweet in G1:
[3] secretirsfiles
[2] followthemoney
[2] sunshineweek
[2] ukraine
[2] sacrificezones
[2] propublica
[2] revealed
[2] hotspots
[2] carcinogenic
[2] industrial

Top Hashtags in Tweet in G2:
[20] disinfo
[3] disinformation
[1] childtaxcredit
[1] propaganda
[1] sunshineweek
[1] prodemocracy
[1] ukranian
[1] zelensky
[1] biolabsinukraine
[1] pathogens

Top Hashtags in Tweet in G3:
[7] ukraine
[4] russia
[3] disinformation
[3] propublica
[3] germany
[3] forwardparty
[3] representus
[2] propaganda
[2] ukrainerussianwar
[2] russianinvasion

Top Hashtags in Tweet in G4:
[1] bebest
[1] debtfreejustice
[1] mutualaidrequest

Top Hashtags in Tweet in G5:
[40] gop
[40] maga
[36] autopilot
[22] 2yrs
[9] itsrigged
[5] blackcivilrightsmatter
[5] dshea
[5] cuomo
[4] stopthecoverups
[3] hr3836

Top Hashtags in Tweet in G6:
[1] clarencethomasmustresign

Top Hashtags in Tweet in G7:
[11] journalism
[4] journalismmatters
[1] juvenilejustice
[1] louisiana
[1] shameful
[1] pcbs
[1] nihcmawardsjournalism
[1] houston
[1] ibm
[1] ageism

Top Hashtags in Tweet in G8:
[11] highriskcovid19
[10] cripthevote
[10] omicron
[9] nobodyisdisposable
[9] neisvoid
[9] disabilitytwitter
[9] covid19

Top Hashtags in Tweet in G9:
[1] 1/6/2022 12:00:00 AM
[1] secretirsfiles
[1] journalists

Top Hashtags in Tweet in G10:
[52] onev1
[52] freshvoicesrise
[52] wtpblue
[52] resistanceunited
[1] fossilfuels
[1] renewables
[1] demvoice1
[1] wtpearth
[1] actonclimate
[1] morningjoe

Top Words
Top Words in Tweet in Entire Graph:
[4364] propublica
[622] russian
[596] ukraine
[539] louisiana
[506] first
[502] tax
[480] craigsilverman
[475] more
[456] re
[451] federal

Top Words in Tweet in G1:
[2715] propublica
[218] many
[206] first
[193] russia
[183] nearly
[181] welfare
[174] working
[172] years
[172] people
[172] patients

Top Words in Tweet in G2:
[444] craigsilverman
[342] russian
[333] propublica
[217] jeffykao
[202] ukraine
[193] propaganda
[186] troll
[186] source
[185] infamous
[185] farm

Top Words in Tweet in G3:
[135] propublica
[98] ukraine
[68] russian
[61] links
[59] congressvotesbt
[56] govtrack
[47] anti
[46] farm
[46] propaganda
[45] infamous

Top Words in Tweet in G4:
[343] teens
[337] louisiana
[318] shackled
[302] held
[277] lockup
[269] anniewaldman
[257] opened
[254] quietly
[241] heard
[240] first

Top Words in Tweet in G5:
[158] propublica
[65] ap
[63] police
[63] cnn
[59] potus
[54] nyclu
[50] npr
[48] retaliating
[45] foxnews
[44] thejusticedept

Top Words in Tweet in G6:
[301] thomas
[301] cnp
[301] tax
[300] ginni
[300] sits
[300] board
[300] action
[300] dark
[300] money
[300] arm

Top Words in Tweet in G7:
[394] propublica
[113] air
[79] hot
[79] industrial
[79] map
[76] spots
[73] year
[68] last
[68] data
[64] more

Top Words in Tweet in G8:
[261] sfdirewolf
[255] federal
[166] three
[165] skyrocketing
[165] hospitalizations
[165] took
[165] months
[165] vaccines
[165] approved
[165] before

Top Words in Tweet in G9:
[26] propublica
[14] daily
[13] caller
[9] foundation
[7] macfarlanenews
[7] news
[7] over
[7] mountainsstars
[7] washingtonpost
[6] tucker

Top Words in Tweet in G10:
[52] another
[52] day
[52] same
[52] procedure
[52] #onev1
[52] #freshvoicesrise
[52] #wtpblue
[52] #resistanceunited
[51] amrheinbenedikt
[42] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[339] source,anti
[339] anti,ukraine
[338] ukraine,propaganda
[335] russian,troll
[332] troll,farm
[328] infamous,russian
[328] farm,appears
[328] appears,source
[326] dark,money
[325] tax,exempt

Top Word Pairs in Tweet in G1:
[156] dialysis,patients
[155] pandemic,killed
[155] killed,many
[155] many,dialysis
[155] patients,total
[155] total,number
[155] number,shrunk
[155] shrunk,first
[155] first,time
[155] time,nearly

Top Word Pairs in Tweet in G2:
[186] russian,troll
[185] infamous,russian
[185] troll,farm
[185] farm,appears
[185] appears,source
[185] source,anti
[185] anti,ukraine
[185] ukraine,propaganda
[158] craigsilverman,jeffykao
[143] russian,language

Top Word Pairs in Tweet in G3:
[56] propublica,govtrack
[45] infamous,russian
[45] russian,troll
[45] troll,farm
[45] farm,appears
[45] appears,source
[45] source,anti
[45] anti,ukraine
[44] ukraine,propaganda
[37] congressvotesbt,vote

Top Word Pairs in Tweet in G4:
[254] louisiana,quietly
[254] quietly,opened
[243] lockup,teens
[241] heard,louisiana
[241] opened,lockup
[240] teens,shackled
[240] shackled,held
[239] first,heard
[238] anniewaldman,first
[64] solitary,confinement

Top Word Pairs in Tweet in G5:
[42] propublica,npr
[40] #gop,#maga
[40] #maga,aarp
[40] aarp,nro
[40] nro,ndn
[40] ndn,abc
[40] abc,ap
[40] ap,foxnews
[40] foxnews,wearesinclair
[40] wearesinclair,accountablegop

Top Word Pairs in Tweet in G6:
[300] ginni,thomas
[300] thomas,sits
[300] sits,board
[300] board,cnp
[300] cnp,action
[300] action,dark
[300] dark,money
[300] money,arm
[300] arm,council
[300] council,national

Top Word Pairs in Tweet in G7:
[78] industrial,air
[76] hot,spots
[62] last,year
[60] more,000
[59] revealed,more
[59] 000,hot
[58] propublica,revealed
[50] air,pollution
[47] propublica,investigation
[44] seattletimes,propublica

Top Word Pairs in Tweet in G8:
[165] skyrocketing,hospitalizations
[165] hospitalizations,took
[165] took,three
[165] three,months
[165] months,vaccines
[165] vaccines,approved
[165] approved,before
[165] before,federal
[165] federal,officials
[164] sfdirewolf,skyrocketing

Top Word Pairs in Tweet in G9:
[13] daily,caller
[7] caller,news
[7] news,foundation
[6] macfarlanenews,tucker
[6] tucker,carlson
[6] carlson,neil
[6] neil,patel's
[6] patel's,daily
[6] caller,daily
[6] foundation,over

Top Word Pairs in Tweet in G10:
[52] another,day
[52] day,same
[52] same,procedure
[52] procedure,#onev1
[52] #onev1,#freshvoicesrise
[52] #freshvoicesrise,#wtpblue
[52] #wtpblue,#resistanceunited
[51] amrheinbenedikt,another
[40] more,000
[39] detailed,map

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@congressvotesbt
@nbcnews
@potus
@1a
@pheski
@mccainin4
@donaldjtrumpjr
@gopchairwoman
@kamalaharris

Top Replied-To in G1:
@propublica
@daveperrino
@henryjkraven
@dwaymire19
@statmanstu
@linnea13moons
@davidsonhogley
@scottachange
@jaydevin7
@kallenemvalts

Top Replied-To in G2:
@propublica
@clemsonhub
@craignewmark
@darrenlinvill
@craigsilverman
@donie
@gigc56

Top Replied-To in G3:
@congressvotesbt

Top Replied-To in G4:
@nbcnews
@propublica
@billmaher
@oliverlaughland
@anniewaldman
@danwill37305484
@dailyflatwhite
@buechnerronald
@12itemsorless
@mike_hixenbaugh

Top Replied-To in G5:
@propublica
@potus
@mayawiley
@nypdpc
@nycmayor
@kamalaharris
@joebiden
@no2hitting
@shannonrwatts
@senschumer

Top Replied-To in G6:
@williamtheodor3
@toure

Top Replied-To in G7:
@1a
@propublica
@luluramadan
@cityresearch
@gopchairwoman
@davidmcswane
@lyllayounes
@_neilbedi
@retroreport
@simonacarmen78

Top Replied-To in G8:
@josh_emerson

Top Replied-To in G9:
@propublica
@housegop
@minggao26
@macfarlanenews
@righteousbabe4
@nprpolitics
@tobecb
@gop
@rclinto57113970

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@craigsilverman
@nancylevine
@anniewaldman
@sfdirewolf
@jeffykao
@darrenlinvill
@nbcnews
@donie
@marshallproj

Top Mentioned in G1:
@propublica
@iampoliticsgirl
@linnea13moons
@craigsilverman
@sulliview
@umn_hsjmc
@nbcnews
@turbotax
@clemsonhub
@seattletimes

Top Mentioned in G2:
@craigsilverman
@propublica
@jeffykao
@darrenlinvill
@donie
@clemsonhub
@craignewmark
@plwarre
@themorrancave
@bostonjoan

Top Mentioned in G3:
@dannyvoglesong

Top Mentioned in G4:
@anniewaldman
@propublica
@nbcnews
@marshallproj
@schwartzapfel
@susanchira
@theadvocatebr
@erinleinhorn
@craigsilverman
@mike_hixenbaugh

Top Mentioned in G5:
@propublica
@cnn
@ap
@nyclu
@potus
@npr
@foxnews
@thejusticedept
@vp
@wsj

Top Mentioned in G6:
@nancylevine
@wendysiegelman
@propublica
@craigsilverman
@themorrancave
@stacyjannis
@a_l
@toure
@cherijacobus
@intuit

Top Mentioned in G7:
@propublica
@seattletimes
@rpearshouse
@a_l
@lyllayounes
@mayatmiller
@luluramadan
@nihcmfoundation
@maxblau
@ibwellssociety

Top Mentioned in G8:
@sfdirewolf
@propublica
@josh_emerson
@dannykalash
@anniewaldman
@jenmercieca
@craigsilverman
@apocalypticanow

Top Mentioned in G9:
@propublica
@mountainsstars
@washingtonpost
@macfarlanenews
@msnbc
@ex67t20
@dwinfrey72
@loonyberg
@thomass4217
@arapaho415

Top Mentioned in G10:
@amrheinbenedikt
@orbplanet
@thesizzlereport
@progressivepush
@propublica
@buddy_dek
@nancylevine
@cateyezgreen_
@wendysiegelman
@craigsilverman

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@robinsnewswire
@britpoptarts
@phillip92321
@bannerite
@bigtimefootball
@lizditz
@kenkircher1
@prpnews
@coopmike48

Top Tweeters in G1:
@britpoptarts
@phillip92321
@bannerite
@bigtimefootball
@kenkircher1
@lechatnoire4
@dancas2
@watermelondriia
@pollsstar
@ungubunugu1274

Top Tweeters in G2:
@jjj5819
@akuma_river
@reneevoicebrand
@fieryreddragon
@tinamorphis
@ajgma
@paulsorrentino3
@royaleight
@jorichardskent
@angelakrebs444

Top Tweeters in G3:
@prpnews
@backstorymom1
@ken_crichlow
@roripierpont1
@starrick1
@kals55
@jrtomlinauthor
@jonups_
@uhanzim
@jlownlaw

Top Tweeters in G4:
@lizditz
@real_infinity95
@cblazblaz
@alllwftopic
@debr3322
@inpoco
@jennykim
@avocalistsrival
@nshrubs
@notgeauxgabby

Top Tweeters in G5:
@thehill
@businessinsider
@nypost
@foxnews
@dontpanic1955
@no2hitting
@abc
@people
@abc7ny
@usatoday

Top Tweeters in G6:
@jrbkjrbk
@sherrikuczeryk
@trumpwatchnews
@teckiegirl
@digyoursoul
@sunnyblondie
@rleas
@kalaax008
@stlhd100
@m5b1tch

Top Tweeters in G7:
@sueleugers
@sba1211
@markplackett1
@cheryl_marlin
@odoylecharlotte
@bbcnews
@theriverwanders
@genghisgalahad2
@nytimes
@charles_gaba

Top Tweeters in G8:
@tadrow
@gpwriter
@pushandpulljlm
@eilonwy24
@amadii
@teakinrj
@i_aint_doit
@walkerdl
@tati_vict
@newyorknewart

Top Tweeters in G9:
@carrybeyond
@jmhamiltonblog
@dollymad1812
@bostonglobe
@karolcummins
@washingtonpost
@latimes
@nyt
@time
@msmariat

Top Tweeters in G10:
@allan_straarup
@vox_democracy
@onlywhitetiger
@rojorurba002
@lovenola4ever
@1zzyzyx1
@mdrfl
@resistersis20
@jeannefisher17
@mikanojo


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