Propublica, Twitter, 2/12/2021 2:16:57 PM, 247570


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Propublica_2021-02-12_05-50-07.xlsx
Propublica_2021-02-12_05-50-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 12, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3daZgFt
@propublica
@carolineylchen
@sethabramson
@rtbaaken
@donk_enby
@turbotax
@no2hitting
@jnaneswari1
@johncusack
@deecal1

Top hashtags:
#covid
#vaccines
#trumpimpeachmenttrial
#impeachmenttrial
#gopq
#gqp
#qanonshaman

Description:
Description
The graph represents a network of 6,796 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, 12 February 2021 at 14:02 UTC.

The requested start date was Friday, 12 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 8-hour, 44-minute period from Tuesday, 09 February 2021 at 16:15 UTC to Friday, 12 February 2021 at 01:00 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 : 6796
Unique Edges : 4176
Edges With Duplicates : 12654
Total Edges : 16830
Number of Edge Types : 5
Tweet : 1190
Replies to : 1082
Mentions : 2321
Retweet : 5291
MentionsInRetweet : 6946
Self-Loops : 1215
Reciprocated Vertex Pair Ratio : 0.0139058306904123
Reciprocated Edge Ratio : 0.0274302213666987
Connected Components : 854
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 5185
Maximum Edges in a Connected Component : 14578
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.167545
Graph Density : 0.000179995937531535
Modularity : 0.424696
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,796 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, 12 February 2021 at 14:02 UTC.

The requested start date was Friday, 12 February 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 8-hour, 44-minute period from Tuesday, 09 February 2021 at 16:15 UTC to Friday, 12 February 2021 at 01:00 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:
[180] https://projects.propublica.org/parler-capitol-videos/
[141] https://www.propublica.org/article/fauci-vaccines-kids
[72] https://www.propublica.org/article/new-jersey-police-contracts
[65] https://projects.propublica.org/parler-capitol-videos/?id=YcQOeXTOuGhu
[64] https://www.propublica.org/article/why-opening-restaurants-is-exactly-what-the-coronavirus-wants-us-to-do
[59] https://web.archive.org/web/20210110193020/https://parler.com/post/f21f2183453046b1819841def573c844
[57] https://www.propublica.org/article/turbotax-just-tricked-you-into-paying-to-file-your-taxes
[56] https://www.propublica.org/article/meet-the-customer-service-reps-for-disney-and-airbnb-who-have-to-pay-to-talk-to-you
[52] https://www.propublica.org/article/inside-turbotax-20-year-fight-to-stop-americans-from-filing-their-taxes-for-free
[38] https://trib.al/in1BHf2

Top URLs in Tweet in G1:
[33] https://trib.al/in1BHf2
[28] https://trib.al/VYdR0qm
[21] https://trib.al/fGJvpm3
[16] https://twitter.com/propublica/status/1350954258091409414
[9] https://trib.al/JwkrB5o
[6] https://www.propublica.org/article/turbotax-just-tricked-you-into-paying-to-file-your-taxes
[5] https://www.propublica.org/article/why-we-published-parler-users-videos-capitol-attack
[5] https://www.propublica.org/article/fauci-vaccines-kids
[5] https://www.shawlocal.com/coronavirus/2021/02/11/fauci-vaccines-for-kids-as-young-as-first-graders-could-be-authorized-by-september/
[4] https://twitter.com/propublica/status/1358841603004260357

Top URLs in Tweet in G2:
[70] https://www.propublica.org/article/fauci-vaccines-kids
[35] https://www.propublica.org/article/new-jersey-police-contracts
[25] https://www.propublica.org/article/why-opening-restaurants-is-exactly-what-the-coronavirus-wants-us-to-do
[20] https://www.propublica.org/article/nsu-section-230
[17] https://www.propublica.org/article/turbotax-just-tricked-you-into-paying-to-file-your-taxes
[17] https://projects.propublica.org/parler-capitol-videos/
[17] https://twitter.com/propublica/status/1359616963018973186
[14] https://twitter.com/propublica/status/1359879217018716162
[12] https://www.propublica.org/article/utility-companies-owe-millions-to-this-state-regulatory-agency-the-problem-the-agency-cant-track-what-its-owed
[12] https://twitter.com/propublica/status/1359664549796995079

Top URLs in Tweet in G3:
[17] https://www.propublica.org/article/fauci-vaccines-kids
[4] https://www.propublica.org/article/why-opening-restaurants-is-exactly-what-the-coronavirus-wants-us-to-do
[3] https://twitter.com/propublica/status/1359255915044737024
[3] https://twitter.com/propublica/status/1359220016017727488
[2] https://www.propublica.org/article/fauci-vaccines-kids/amp
[2] https://www.propublica.org/article/fauci-vaccines-kids?utm_medium=social&utm_source=twitter
[1] https://www.propublica.org/getinvolved/are-you-participating-in-a-vaccine-trial-are-you-running-one-wed-like-to-hear-about-it
[1] https://twitter.com/i/web/status/1359999670433497092
[1] https://www.propublica.org/article/meet-the-customer-service-reps-for-disney-and-airbnb-who-have-to-pay-to-talk-to-you
[1] https://trib.al/VYdR0qm

Top URLs in Tweet in G4:
[9] https://projects.propublica.org/nonprofits/display_990/260388604/01_2020_prefixes_23-26%2F260388604_201812_990_2020011717045581?__cf_chl_jschl_tk__=fedf3150374ccb3b7380dda75b4f8932de180d63-1613055624-0-AdE4HQDKylDgqdydp2uaITAl-DAbRQphhU1T2VaVEOCqYPeC7yvchrtP-oWS43kBf1G1R86NIfxiMTF_C-fbh1d_yl4qH0cfBtTNZyr5YnT7q3VQ5T4VCCBbfSxqsMoaOgkSiLzIdrykMt4Q_i8YApebcTcADynlZ2d9iNqtMKH2KnYFIoxE6llrtHZW0RJtVfwD2NBq8wmzl6LxU0QbQGyGA__lGrKY64mclB9jnYFOiB9HQs14tJbf_1JfnfldobtWoTV3aowkjUFzXKiVAoPDK44a2TwnWWixk-0BhXIu46zFD-9AaPZfyEC3YsoVm-UfawHt36i71ANrUsMnBVMcoHZqJEJ-0kX2er2ywAtIHDIOrVwoIig7C5ahf55GTX9wD9xyOskoJM9sWQ5metqrUdo14iAFsbFE4v4D5YUYsebWez8QnaEU7AVFZnp8QgWSv0Xv5yebnT2uCNMXELMZIOn6TaVk4vzjlnm710JJJL2h_4ajz7KtF33sHEE8mw
[6] https://www.propublica.org/article/emails-reveal-chaos-as-meatpacking-companies-fought-health-agencies-over-covid-19-outbreaks-in-their-plants
[2] https://1100pennsylvania.substack.com/p/sarah-huckabee-sanders-to-headline
[2] https://projects.propublica.org/parler-capitol-videos/
[2] https://projects.propublica.org/parler-capitol-videos/?utm_source=twitter&utm_medium=social#1042617
[1] https://www.propublica.org/article/officer-brian-sicknick-capitol
[1] https://twitter.com/i/web/status/1359973797563138050
[1] https://www.propublica.org/article/national-debt-trump
[1] https://www.propublica.org/article/trump-inc-podcast-listen-to-conference-goers-at-trump-resort-chant-for-war
[1] https://www.rafto.no/feed/stop-the-persecution-of-human-rights-defenders-in-india-now

Top URLs in Tweet in G5:
[18] https://www.propublica.org/article/meet-the-customer-service-reps-for-disney-and-airbnb-who-have-to-pay-to-talk-to-you
[13] https://twitter.com/propublica/status/1358841603004260357?s=20
[6] https://twitter.com/propublica/status/1359255915044737024
[5] https://www.propublica.org/article/new-jersey-police-contracts
[2] https://twitter.com/donie/status/1359617644630921221?s=20
[2] https://www.propublica.org/article/how-we-found-pricey-provisions-in-new-jersey-police-contracts
[2] https://www.ksat.com/news/local/2021/02/11/fauci-vaccines-for-kids-as-young-as-first-graders-could-be-authorized-by-september/
[2] https://projects.propublica.org/parler-capitol-videos/?id=Lap0L50xI3S5
[2] https://trib.al/in1BHf2
[1] https://www.inquirer.com/news/philadelphia-police-contract-discipline-reform-accountability-20210209.html

Top URLs in Tweet in G6:
[17] https://twitter.com/MythSerene/status/1351501150160367617?s=19
[3] https://projects.propublica.org/parler-capitol-videos/?id=Vvx00yf3SVVM
[2] https://www.propublica.org/article/new-jersey-police-contracts#1047055
[1] https://twitter.com/i/web/status/1359342640328830976
[1] https://twitter.com/i/web/status/1359229106903220225
[1] https://projects.propublica.org/parler-capitol-videos/?utm_source=twitter&utm_medium=social#1042617
[1] https://twitter.com/i/web/status/1351501150160367617
[1] https://twitter.com/i/web/status/1359450863098605568
[1] https://www.propublica.org/article/why-opening-restaurants-is-exactly-what-the-coronavirus-wants-us-to-do
[1] https://www.propublica.org/article/post-katrina-white-vigilantes-shot-african-americans-with-impunity

Top URLs in Tweet in G7:
[81] https://projects.propublica.org/parler-capitol-videos/
[15] https://projects.propublica.org/itemizer/committee/C00653147/2020
[2] https://www.propublica.org/article/why-opening-restaurants-is-exactly-what-the-coronavirus-wants-us-to-do?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[2] https://projects.propublica.org/politwoops/user/tedcruz?page=50
[1] https://twitter.com/i/web/status/1360003290000355330
[1] https://twitter.com/i/web/status/1359996812006813697
[1] https://twitter.com/i/web/status/1359956452488716289
[1] https://twitter.com/i/web/status/1359957460769935361
[1] https://twitter.com/propublica/status/1359879217018716162
[1] https://www.propublica.org/

Top URLs in Tweet in G8:
[8] https://www.propublica.org/article/trump-campaign-fundraiser-ellipse-rally
[7] https://projects.propublica.org/parler-capitol-videos/
[2] https://twitter.com/propublica/status/1359678734492663810?s=20
[2] https://www.propublica.org/article/this-is-war-inside-the-secret-chat-where-far-right-extremists-devised-their-post-capitol-plans
[1] https://twitter.com/ajplus/status/1359960835062398977
[1] https://twitter.com/i/web/status/1359174680490487813
[1] https://twitter.com/i/web/status/1359332161762037760
[1] https://twitter.com/MarshallProj/status/1359314392869974018?s=20
[1] https://twitter.com/reason/status/1360005698692743173?s=20
[1] https://www.propublica.org/article/contractor-masks-guilty-plea#1049488

Top URLs in Tweet in G9:
[58] https://projects.propublica.org/parler-capitol-videos/?id=YcQOeXTOuGhu
[56] https://web.archive.org/web/20210110193020/https://parler.com/post/f21f2183453046b1819841def573c844
[14] https://projects.propublica.org/parler-capitol-videos/?id=fb8rbDw2E6Jn
[12] https://web.archive.org/web/20210110213447/https://parler.com/post/48596c56ff8d4e5fa8875961261bd64e
[12] https://projects.propublica.org/parler-capitol-videos/?id=oVATX1R86Rcj
[9] https://web.archive.org/web/20210111014835/https://parler.com/post/f3343853b4044e4693995d4d5e74b503
[9] https://projects.propublica.org/parler-capitol-videos/?id=69WACz6SPQg8
[8] https://web.archive.org/web/20210110175514/https://parler.com/post/97b8db37b7284a4eaa785928a1968733
[8] https://projects.propublica.org/parler-capitol-videos/?id=7hJQCx8B1LwC
[7] https://web.archive.org/web/20210110212037/https://parler.com/post/a4d094b3deca4995806d66685c7b8e85

Top URLs in Tweet in G10:
[7] https://www.propublica.org/article/capitol-eugene-goodman
[5] https://www.propublica.org/article/why-opening-restaurants-is-exactly-what-the-coronavirus-wants-us-to-do
[3] https://www.propublica.org/article/new-jersey-police-contracts?utm_source=pocket&utm_medium=email&utm_campaign=pockethits
[2] https://www.propublica.org/article/inside-the-capitol-riot-what-the-parler-videos-reveal
[2] https://www.propublica.org/article/why-we-published-parler-users-videos-capitol-attack
[2] https://trib.al/in1BHf2
[2] https://www.propublica.org/article/officer-brian-sicknick-capitol/amp?__twitter_impression=true
[1] https://twitter.com/i/web/status/1359930663768645633
[1] https://twitter.com/i/web/status/1359605736733556740
[1] https://twitter.com/i/web/status/1360008984053370883

Top Domains
Top Domains in Tweet in Entire Graph:
[1726] propublica.org
[848] twitter.com
[323] archive.org
[177] trib.al
[18] propub.li
[11] youtube.com
[8] ycombinator.com
[7] feedpress.com
[5] shawlocal.com
[5] cnn.com

Top Domains in Tweet in G1:
[183] twitter.com
[156] trib.al
[57] propublica.org
[17] propub.li
[5] shawlocal.com
[2] fbi.gov
[1] zoom.us
[1] pbs.org
[1] vanityfair.com
[1] niemanstoryboard.org

Top Domains in Tweet in G2:
[402] propublica.org
[232] twitter.com
[6] ycombinator.com
[3] feedpress.com
[3] apple.news
[2] getpocket.com
[2] httpschristianmjaeger.com
[1] texastribune.org
[1] herokuapp.com
[1] readup.com

Top Domains in Tweet in G3:
[31] propublica.org
[13] twitter.com
[1] trib.al

Top Domains in Tweet in G4:
[31] propublica.org
[24] twitter.com
[2] substack.com
[2] wordpress.com
[1] rafto.no
[1] usc.edu
[1] opensecrets.org
[1] archive.org

Top Domains in Tweet in G5:
[42] twitter.com
[31] propublica.org
[4] trib.al
[2] ksat.com
[1] inquirer.com
[1] app.com
[1] nytimes.com
[1] redef.com

Top Domains in Tweet in G6:
[29] twitter.com
[10] propublica.org
[1] trib.al

Top Domains in Tweet in G7:
[110] propublica.org
[16] twitter.com

Top Domains in Tweet in G8:
[29] propublica.org
[18] twitter.com
[1] healingvalidations.com

Top Domains in Tweet in G9:
[350] propublica.org
[320] archive.org
[10] twitter.com
[2] washingtonpost.com
[2] cnn.com
[1] theverge.com
[1] trib.al

Top Domains in Tweet in G10:
[29] propublica.org
[13] twitter.com
[5] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[253] covid
[253] vaccines
[187] trumpimpeachmenttrial
[30] impeachmenttrial
[17] gopq
[17] gqp
[16] qanonshaman
[13] capitol
[12] ovatx1r86rcj
[12] covid19



Top Hashtags in Tweet in G1:
[167] trumpimpeachmenttrial
[15] qanonshaman
[7] impeachmenttrial2
[3] us
[3] knowyourseditionists
[2] covid
[2] vaccines
[2] facebook
[2] fbf
[2] journalism

Top Hashtags in Tweet in G2:
[4] propublica
[2] cartel
[2] section230
[2] impeachmenttrial
[2] capitolriots
[2] coronavirus
[2] parler
[2] eugenegoodmanisahero
[2] vaccine
[2] covid19

Top Hashtags in Tweet in G3:
[237] covid
[237] vaccines
[4] trumpimpeachmenttrial
[1] pfizer
[1] pediatricvaccine
[1] vaccine

Top Hashtags in Tweet in G4:
[17] gopq
[17] gqp
[9] fincenfiles
[2] santionsonindia
[2] maqboolbutt
[2] maqboolbuttjkstatehero
[2] seditionhunters
[1] trash
[1] trumpimpeachmenttrial
[1] bidenwon

Top Hashtags in Tweet in G5:
[8] capitol
[2] covid
[2] vaccines
[2] bullhornlady
[2] trumpimpeachmenttrial
[1] arizona

Top Hashtags in Tweet in G6:
[1] capitol
[1] republiqans
[1] insurrection
[1] endconspicuousconsumption

Top Hashtags in Tweet in G7:
[2] tool
[2] convictanddisqualifytrump
[1] gop
[1] qanonshaman
[1] lindseyisadisgrace
[1] gettysburg
[1] covid
[1] boebertisatraitor
[1] boebertisacriminal
[1] convicttrump

Top Hashtags in Tweet in G8:
[2] trumpimpeachmenttrial
[1] covid
[1] vaccines
[1] convictanddisqualifytrump
[1] islam
[1] halal
[1] minnesota
[1] quran
[1] gop
[1] earth

Top Hashtags in Tweet in G9:
[12] ovatx1r86rcj
[9] 69wacz6spqg8
[6] q1rvbbpfhcda
[6] epeih2dncfgr
[6] aoj3umlf3zpv
[5] 0bgewpyoysky
[5] lefvdzuxcgq6
[5] mc73qqhgt7cz
[5] i7gdtk8xejnk
[4] zthigvp11n1o

Top Hashtags in Tweet in G10:
[5] trumpimpeachmenttrial
[3] covid
[3] vaccines
[3] trump
[2] scam
[1] impeachmenttrial2
[1] audit
[1] photograph
[1] videographers
[1] jan6th

Top Words
Top Words in Tweet in Entire Graph:
[5210] propublica
[733] police
[608] capitol
[560] young
[493] parler
[467] told
[461] officer
[449] more
[438] black
[433] fauci

Top Words in Tweet in G1:
[3613] propublica
[400] officer
[360] officers
[359] black
[322] police
[293] capitol
[283] more
[278] co
[276] false
[273] one

Top Words in Tweet in G2:
[89] propublica
[62] young
[62] vaccines
[60] kids
[60] september
[59] graders
[58] first
[57] fauci
[55] millions
[55] authorized

Top Words in Tweet in G3:
[300] carolineylchen
[253] fauci
[252] kids
[245] young
[241] september
[240] authorized
[240] graders
[239] thinks
[238] told
[237] #covid

Top Words in Tweet in G4:
[47] propublica
[33] marcorubio
[28] foxnews
[25] senategop
[23] npr
[22] axios
[22] nro
[21] time
[21] tb_times
[21] usgaolegal

Top Words in Tweet in G5:
[193] propublica
[76] asburyparkpress
[71] police
[69] union
[52] contracts
[49] found
[48] clauses
[48] scoured
[47] 245
[40] agreements

Top Words in Tweet in G6:
[185] propublica
[154] sethabramson
[135] jones
[135] video
[130] police
[125] told
[123] alex
[122] ps4
[122] same
[122] thing

Top Words in Tweet in G7:
[35] propublica
[17] know
[15] braun
[15] donors
[15] feel
[12] denial
[9] parler
[8] msnbc
[7] potus
[6] joebiden

Top Words in Tweet in G8:
[26] propublica
[15] trump
[15] johncusack
[12] speakerpelosi
[9] aoc
[8] planning
[7] text
[7] messages
[7] show
[7] top

Top Words in Tweet in G9:
[269] donk_enby
[148] capitol
[111] near
[43] west
[43] terraces
[43] steps
[33] propublica
[20] 54
[18] street
[18] hill

Top Words in Tweet in G10:
[131] propublica
[69] parler
[65] impeachment
[65] trial
[63] propublica's
[61] cited
[49] schwanksta
[41] video
[39] watching
[39] app

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[352] kids,young
[274] fauci,told
[255] 1st,graders
[253] young,1st
[252] carolineylchen,fauci
[251] told,thinks
[251] thinks,#covid
[251] #covid,#vaccines
[251] #vaccines,authorized
[251] authorized,kids

Top Word Pairs in Tweet in G1:
[227] private,executioners
[227] executioners,paid
[227] paid,cash
[227] cash,middle
[227] middle,night
[227] night,killings
[227] killings,false
[227] false,incomplete
[227] incomplete,justifications
[227] justifications,propublica

Top Word Pairs in Tweet in G2:
[58] young,first
[57] first,graders
[56] vaccines,kids
[55] fauci,vaccines
[55] kids,young
[55] graders,authorized
[55] authorized,september
[35] union,contracts
[33] bank,millions
[33] millions,union

Top Word Pairs in Tweet in G3:
[240] kids,young
[238] carolineylchen,fauci
[237] fauci,told
[237] told,thinks
[237] thinks,#covid
[237] #covid,#vaccines
[237] #vaccines,authorized
[237] authorized,kids
[237] young,1st
[237] 1st,graders

Top Word Pairs in Tweet in G4:
[21] axios,foxnews
[21] foxnews,senategop
[21] senategop,time
[21] time,tb_times
[21] tb_times,marcorubio
[21] marcorubio,usgaolegal
[21] usgaolegal,nro
[21] nro,npr
[21] npr,aarp
[21] aarp,propublica

Top Word Pairs in Tweet in G5:
[48] police,union
[47] asburyparkpress,scoured
[47] scoured,245
[47] 245,police
[46] propublica,asburyparkpress
[41] propublica,propublica
[40] union,agreements
[39] agreements,found
[39] found,types
[39] types,clauses

Top Word Pairs in Tweet in G6:
[123] alex,jones
[122] ps4,alex
[122] jones,told
[122] told,same
[122] same,thing
[122] thing,police
[122] police,video
[122] video,see
[122] see,propublica
[122] propublica,nation

Top Word Pairs in Tweet in G7:
[15] braun,donors
[15] donors,know
[15] know,feel
[12] feel,denial
[4] senatorbraun,braun
[4] parler,saw
[4] saw,during
[4] during,attack
[4] attack,capitol
[3] prof_forrestal,fbikansascity

Top Word Pairs in Tweet in G8:
[14] propublica,johncusack
[8] johncusack,speakerpelosi
[7] text,messages
[7] messages,show
[7] show,top
[7] top,trump
[7] trump,campaign
[7] campaign,fundraiser
[7] fundraiser,key
[7] key,role

Top Word Pairs in Tweet in G9:
[110] near,capitol
[43] west,terraces
[43] terraces,steps
[18] capitol,hill
[15] donk_enby,54
[14] street,southeast
[14] southeast,capitol
[12] 52,ivy
[12] ivy,street
[12] hill,#ovatx1r86rcj

Top Word Pairs in Tweet in G10:
[65] impeachment,trial
[61] propublica's,parler
[36] watching,bit
[36] bit,impeachment
[36] trial,noticed
[36] noticed,propublica's
[36] parler,saw
[36] saw,app
[36] app,cited
[36] cited,under

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@byninamartin
@bangcolt
@mythyme45
@turbotax
@apple
@bykenarmstrong
@msnbc
@bossdog1987
@chitownpirate

Top Replied-To in G1:
@propublica
@bossdog1987
@chitownpirate
@frontlinepbs
@chrismessina
@time_progress
@tucsonvoice28
@chinedu_truther
@caroldham
@ealmars

Top Replied-To in G3:
@carolineylchen
@v2019n
@sarahtaber_bww
@propublica
@hilarym99
@bruinsharman
@byninamartin

Top Replied-To in G4:
@kimreynoldsia
@propublica
@joleneswisher2
@robertkennedyjr
@gop
@rslc
@jason
@jakevansanten
@1100penn
@senategop

Top Replied-To in G5:
@propublica
@bykenarmstrong
@jsrailton
@jonkeegan
@ibwellssociety
@wjeffreybrown
@columbiajourn
@koltenparker
@malloriesullivn
@fbi

Top Replied-To in G6:
@sethabramson
@mythserene
@propublica
@mysterayofsun
@sandibachom
@accountablegop
@egaaronp

Top Replied-To in G7:
@propublica
@msnbc
@mkraju
@rbreich
@braun4indiana
@senatorbraun
@russcote
@cspan
@lacaldwelldc
@deadlinewh

Top Replied-To in G8:
@propublica
@litehousemashel
@shannonrwatts
@malcole1947
@aoc
@tim_cook
@nhannahjones
@adl
@theycallmetarz
@tedlinknews

Top Replied-To in G9:
@sansastark525
@donk_enby
@mysterysolvent
@cnnpolitics
@deldawna
@propublica
@parlervideos
@danforinvestors
@normsmusic
@fbi

Top Replied-To in G10:
@propublica
@schwanksta
@chrislhayes
@aleszubajak
@crewcrew
@nytimes
@newyorkstateag
@marcellustouss1
@kathrynw5
@sheryl_toth

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@carolineylchen
@donk_enby
@frontlinepbs
@sethabramson
@asburyparkpress
@repdevinnunes
@schwanksta
@themorrancave
@reveal

Top Mentioned in G1:
@propublica
@frontlinepbs
@chrismessina
@murphywoodhouse
@joseph9867
@bykenarmstrong
@mayatmiller
@carolineylchen
@gillian0000000
@juddapatow

Top Mentioned in G2:
@saabelieves
@mitigatepartner
@stefanschaefe16
@davidbraze
@dyannleroy
@gutekunstlaw
@notcomey
@nvpeacealliance
@williesband

Top Mentioned in G3:
@carolineylchen
@propublica
@1a
@christinaasquit
@pfizer
@thisalextin
@lisalsong
@_r_o_n_e_
@marshall_allen
@twhitfill

Top Mentioned in G4:
@propublica
@marcorubio
@foxnews
@senategop
@npr
@axios
@nro
@time
@tb_times
@usgaolegal

Top Mentioned in G5:
@propublica
@asburyparkpress
@bykenarmstrong
@ibwellssociety
@propubli
@jeffykao
@mgsquires
@emilybell
@acookiecrumbles
@leetomson

Top Mentioned in G6:
@sethabramson
@propublica
@mythserene
@sayhere1st_last
@80_agon
@sandibachom
@jsrailton
@mightyocd
@tinamorphis
@asburyparkpress

Top Mentioned in G7:
@propublica
@potus
@joebiden
@rtbaaken
@morgfair
@nycsouthpaw
@fbikansascity
@senatorbraun
@senmikelee
@sentedcruz

Top Mentioned in G8:
@propublica
@johncusack
@speakerpelosi
@aoc
@maddow
@projectlincoln
@davidhogg111
@senduckworth
@senschumer
@repraskin

Top Mentioned in G9:
@donk_enby
@propublica
@foxhoundalpha
@cnnpolitics
@sparrowmedia
@amarimow
@amybwang
@thehill
@normsmusic
@seana_davis

Top Mentioned in G10:
@propublica
@schwanksta
@repdean
@aleszubajak
@celesteheadlee
@chrislhayes
@carolineylchen
@lydiadepillis
@crewcrew
@umsl

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@atthelp
@applesupport
@tinamarie_80s
@1denmadrid
@thereal_rebel
@thepoliticalcat
@_redfrog
@crweworld
@bannerite

Top Tweeters in G1:
@dichristine
@tinamarie_80s
@thereal_rebel
@thepoliticalcat
@_redfrog
@rxbun
@dgendvil
@missnisha6849
@1loriking
@paulstewartii

Top Tweeters in G2:
@crweworld
@schestowitz
@foggybottomgal
@mbvukutaphiri
@ken_crichlow
@notcomey
@moniselseward
@drpatfarrell
@kat223
@hntweets

Top Tweeters in G3:
@miss_placed_
@spencz1997
@deathtocrazy
@dovewoman1
@santchiweb
@debsomewhere
@ghofmar
@wechoosewisdom
@yoda
@orchidlady303

Top Tweeters in G4:
@guardian
@business
@reuters
@dcexaminer
@summer7570
@bostonglobe
@foxnews
@washingtonpost
@nypost
@time

Top Tweeters in G5:
@cindyceemerson
@vivbwoke
@cynicalvision50
@jwomack
@socratic1
@jfjabbo
@mediaredef
@vmkellervanessa
@phillyinquirer
@digiphile

Top Tweeters in G6:
@mayirmamay14
@politicalbee
@tadrow
@tinamorphis
@funnagan
@aziegler
@janesepmeier
@karoli
@barbiewithatude
@cltrotlyn

Top Tweeters in G7:
@morgfair
@notcapnamerica
@annfinster
@nyt
@plankysmith
@etcanada
@nycsouthpaw
@rawstory
@sdbees1953
@expobear1

Top Tweeters in G8:
@uniting_justice
@therickwilson
@rralstonagile
@no2hitting
@alberobellany
@maggienyt
@queenbertroyal
@mollyjongfast
@chelleld16
@nymag

Top Tweeters in G9:
@thehill
@ungubunugu1274
@c_coolidge
@kimpy123
@avonan
@keepcalmpersist
@flightbomb
@huffpostpol
@onekade
@freddyroo2

Top Tweeters in G10:
@1denmadrid
@estarianne
@cnbsnana
@tigerbeat
@amsmadwoman
@northwind1ndn
@masky_jay_hoody
@jimmya_shook1s
@divaknevil
@ptothed1


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