Propublica, Twitter, 9/16/2022 10:15:40 PM, 281934


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Propublica_2022-09-16_06-05-14.xlsx
Propublica_2022-09-16_06-05-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3Lj5gLu
@propublica
@ilyamarritz
@andreabnyc
@fotoole
@themorrancave
@z_everson
@carolineylchen
@cezary
@jodiscohen
@rhonda_harbison

Top hashtags:
#cnp
#humantrafficking
#maga
#gop
#fakechristians
#reading
#trump
#smartnews

Description:
Description
The graph represents a network of 6,612 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, 16 September 2022 at 13:10 UTC.

The requested start date was Friday, 16 September 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 2-day, 0-hour, 24-minute period from Tuesday, 13 September 2022 at 23:29 UTC to Thursday, 15 September 2022 at 23:54 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 : 6612
Unique Edges : 4829
Edges With Duplicates : 14684
Total Edges : 19513
Number of Edge Types : 5
Replies to : 1159
Mentions : 3643
MentionsInRetweet : 8357
Retweet : 5540
Tweet : 814
Self-Loops : 853
Reciprocated Vertex Pair Ratio : 0.00835820895522388
Reciprocated Edge Ratio : 0.0165778567199526
Connected Components : 558
Single-Vertex Connected Components : 371
Maximum Vertices in a Connected Component : 5554
Maximum Edges in a Connected Component : 17964
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.243705
Graph Density : 0.00023183601218999
Modularity : 0.417362
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,612 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, 16 September 2022 at 13:10 UTC.

The requested start date was Friday, 16 September 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 2-day, 0-hour, 24-minute period from Tuesday, 13 September 2022 at 23:29 UTC to Thursday, 15 September 2022 at 23:54 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:
[472] https://www.propublica.org/article/why-trump-hoarded-documents-information
[164] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[123] https://www.propublica.org/article/national-debt-trump
[121] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[55] https://www.msn.com/en-us/news/politics/the-gop-turns-against-the-league-of-women-voters/ar-AA10NAQh?ocid=msedgntp&cvid=e8c0eb99b11247898f7c33a11b8a0ce1
[53] https://www.propublica.org/article/voting-rights-video-georgia-literacy
[52] https://www.statnews.com/2019/09/13/the-switch-polio-eradication-quandary/
[40] https://www.propublica.org/article/state-investigation-reveals-racial-disparities-in-student-discipline-and-police-involvement
[40] https://www.propublica.org/article/literacy-tests-voting-rights-georgia-election
[29] https://twitter.com/propublica/status/1570031959908155392

Top URLs in Tweet in G1:
[125] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[20] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[16] https://www.propublica.org/article/why-trump-hoarded-documents-information
[11] https://trib.al/96QwsHO
[6] https://www.propublica.org/article/how-to-negotiate-funeral-costs-qa
[6] https://twitter.com/propublica/status/1569982338360016898
[4] https://twitter.com/propublica/status/1570031959908155392
[4] https://www.propublica.org/article/state-investigation-reveals-racial-disparities-in-student-discipline-and-police-involvement
[4] https://www.vox.com/policy-and-politics/2019/10/15/20915440/ronan-farrow-donald-trump-catch-and-kill
[3] https://www.propublica.org/article/voting-restrictions-harder-to-vote-literacy#1433577

Top URLs in Tweet in G2:
[17] https://www.propublica.org/article/why-trump-hoarded-documents-information
[2] https://projects.propublica.org/bailout/list
[2] https://twitter.com/renato_mariotti/status/994975847428784129
[1] https://twitter.com/i/web/status/1570196282802835456
[1] https://twitter.com/i/web/status/1570511507527725056
[1] https://twitter.com/i/web/status/1570560449221103616
[1] https://twitter.com/i/web/status/1570154618348355586
[1] https://twitter.com/i/web/status/1570278541761314817
[1] https://twitter.com/i/web/status/1570170703768424450
[1] https://twitter.com/i/web/status/1570248460431134723

Top URLs in Tweet in G3:
[64] https://www.propublica.org/article/why-trump-hoarded-documents-information
[41] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[19] https://www.propublica.org/article/voting-rights-video-georgia-literacy
[16] https://www.propublica.org/article/state-investigation-reveals-racial-disparities-in-student-discipline-and-police-involvement
[15] https://www.propublica.org/article/literacy-tests-voting-rights-georgia-election
[14] https://twitter.com/propublica/status/1570031959908155392
[14] https://twitter.com/propublica/status/1570038120581664771
[10] https://www.propublica.org/article/voting-restrictions-harder-to-vote-literacy
[7] https://twitter.com/propublica/status/1569974993701806080
[7] https://twitter.com/propublica/status/1570230975770103809

Top URLs in Tweet in G4:
[49] https://www.statnews.com/2019/09/13/the-switch-polio-eradication-quandary/
[11] https://www.propublica.org/getinvolved/are-you-in-a-state-that-banned-abortion-help-us-see-inside-doctors-offices-and-hospitals
[10] https://www.propublica.org/article/why-trump-hoarded-documents-information
[7] https://www.propublica.org/article/literacy-tests-voting-rights-georgia-election
[6] https://www.propublica.org/article/guide-to-voter-accessibility
[5] https://www.propublica.org/article/voting-rights-video-georgia-literacy
[4] https://www.propublica.org/article/state-investigation-reveals-racial-disparities-in-student-discipline-and-police-involvement
[4] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[3] https://www.propublica.org/article/voter-participation-literacy-accessibility
[3] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming

Top URLs in Tweet in G5:
[5] https://www.propublica.org/article/voting-restrictions-harder-to-vote-literacy
[4] https://www.propublica.org/article/voting-rights-video-georgia-literacy
[2] https://www.propublica.org/article/family-research-council-irs-church-status
[2] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://twitter.com/i/web/status/1569910544496300034
[1] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[1] https://www.propublica.org/jobs/want-to-pitch-a-groundbreaking-freelance-investigation-to-propublica-heres-how
[1] https://twitter.com/FRCdc/status/1569324487052562434
[1] https://www.propublica.org/article/states-are-hoarding-52-billion-in-welfare-funds-even-as-the-need-for-aid-grows
[1] https://twitter.com/MSTODAYnews/status/1569711908676145160

Top URLs in Tweet in G6:
[38] https://www.propublica.org/article/national-debt-trump
[31] https://www.propublica.org/article/why-trump-hoarded-documents-information
[3] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[2] https://twitter.com/thedailyedge/status/919370494457106433
[2] https://www.nbcnews.com/news/amp/ncna903356
[1] https://trib.al/OqvIxaN
[1] https://twitter.com/i/web/status/1402189341930176513
[1] https://twitter.com/i/web/status/1570075515934875648
[1] https://twitter.com/propublica/status/1570031961963372545
[1] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout

Top URLs in Tweet in G7:
[199] https://www.propublica.org/article/why-trump-hoarded-documents-information
[4] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[2] https://projects.propublica.org/trump-town/organizations/osy-technologies-sarl
[2] https://trademarks.justia.com/870/72/q-87072399.html
[1] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[1] https://www.propublica.org/article/literacy-tests-voting-rights-georgia-election
[1] https://twitter.com/propublica/status/1569982338360016898
[1] https://www.propublica.org/article/national-debt-trump
[1] https://twitter.com/i/web/status/1569796282406821895
[1] https://twitter.com/i/web/status/1570255852036304896

Top URLs in Tweet in G8:
[27] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[9] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[4] https://twitter.com/propublica/status/1570390983325679617
[4] https://www.propublica.org/article/why-trump-hoarded-documents-information
[3] https://twitter.com/propublica/status/1570038120581664771
[2] https://twitter.com/propublica/status/1570031959908155392
[2] https://twitter.com/propublica/status/1570230975770103809
[2] https://www.vice.com/en/article/n7zb5d/pig-butchering-scam-cambodia-trafficking
[1] https://twitter.com/i/web/status/1570439073680228353
[1] https://www.statnews.com/2019/09/13/the-switch-polio-eradication-quandary/

Top URLs in Tweet in G9:
[6] https://www.propublica.org/article/state-investigation-reveals-racial-disparities-in-student-discipline-and-police-involvement
[3] https://www.propublica.org/article/why-trump-hoarded-documents-information
[2] https://www.propublica.org/article/guia-de-acceso-a-votantes
[2] https://www.propublica.org/article/human-traffickers-force-victims-into-cyberscamming
[2] https://www.propublica.org/article/literacy-tests-voting-rights-georgia-election
[2] https://twitter.com/chicagotribune/status/1570024182167048198
[1] https://www.propublica.org/article/digital-jail-how-electronic-monitoring-drives-defendants-into-debt
[1] https://www.chicagotribune.com/investigations/ct-price-kids-pay-listicle-20220506-upiu6xdf7re5bct5oi3k2t67mi-list.html
[1] https://twitter.com/i/web/status/1570468087895400450
[1] https://www.propublica.org/atpropublica/propublica-joins-with-other-news-orgs-to-urge-defense-department-to-ensure-public-access-to-military-court-records

Top URLs in Tweet in G10:
[3] https://www.propublica.org/article/how-a-typical-government-leak-turned-into-a-three-way-war-between-comey-mccabe-and-trump/amp
[2] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[1] https://twitter.com/i/web/status/1570464198794285057
[1] https://twitter.com/i/web/status/1570464273121542144
[1] https://twitter.com/i/web/status/1570497745743654912
[1] https://twitter.com/i/web/status/1570397336949428225
[1] https://twitter.com/i/web/status/1570180161886384129
[1] https://twitter.com/i/web/status/1570180593475850240
[1] https://twitter.com/i/web/status/1570193025439236101
[1] https://twitter.com/i/web/status/1570216147613814785

Top Domains
Top Domains in Tweet in Entire Graph:
[1456] propublica.org
[658] twitter.com
[56] msn.com
[52] statnews.com
[49] trib.al
[29] apple.news
[26] c-span.org
[23] govtrack.us
[15] nymag.com
[6] propub.li

Top Domains in Tweet in G1:
[206] propublica.org
[143] twitter.com
[44] trib.al
[6] propub.li
[4] vox.com
[2] paper.li
[2] nytimes.com
[1] motherjones.com
[1] theguardian.com
[1] money-dfg2t.beauty

Top Domains in Tweet in G2:
[124] twitter.com
[27] propublica.org
[1] statnews.com
[1] nytimes.com
[1] slate.com
[1] businessinsider.com

Top Domains in Tweet in G3:
[294] propublica.org
[122] twitter.com
[26] apple.news
[26] c-span.org
[23] govtrack.us
[4] tweetedtimes.com
[2] gofundme.com
[2] vote.org
[1] dmimotel.com
[1] mississippitoday.org

Top Domains in Tweet in G4:
[62] propublica.org
[49] statnews.com
[25] twitter.com
[1] youtube.com
[1] trib.al
[1] photojournalism.org

Top Domains in Tweet in G5:
[21] propublica.org
[9] twitter.com

Top Domains in Tweet in G6:
[73] propublica.org
[11] twitter.com
[3] nymag.com
[2] nbcnews.com
[1] trib.al

Top Domains in Tweet in G7:
[209] propublica.org
[8] twitter.com
[2] justia.com

Top Domains in Tweet in G8:
[41] propublica.org
[32] twitter.com
[2] vice.com
[1] statnews.com
[1] trib.al
[1] threadreaderapp.com

Top Domains in Tweet in G9:
[22] propublica.org
[12] twitter.com
[3] chicagotribune.com
[1] trib.al

Top Domains in Tweet in G10:
[20] twitter.com
[9] propublica.org
[2] nymag.com
[1] thecountersignal.com
[1] themarshallproject.org
[1] technocracy.news
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] cnp
[16] humantrafficking
[16] maga
[13] gop
[8] fakechristians
[6] reading
[6] trump
[6] smartnews
[5] mtnews
[5] padawarenessmonth



Top Hashtags in Tweet in G1:
[10] humantrafficking
[5] padawarenessmonth
[2] studentloans
[2] cino
[2] kompromat
[2] putinspuppet
[2] paulsteiger
[2] polio
[2] cbcxpad
[2] cybersecurity

Top Hashtags in Tweet in G2:
[2] epstein
[1] thursdaythoughts
[1] climate
[1] studentdebt
[1] demcast
[1] america
[1] mob
[1] theyknew
[1] maga
[1] trump

Top Hashtags in Tweet in G3:
[6] smartnews
[4] cyberscamming
[3] humantrafficking
[2] taxtherich
[2] abortion
[2] trumpcoupattempt
[2] seditionhunters
[1] humantraffickers
[1] capitalistslie
[1] capitalismistheproblem

Top Hashtags in Tweet in G4:
[5] reading
[1] illinois
[1] electiontwitter
[1] cjsstabile
[1] humantrafficking
[1] abwassermonitoring
[1] corona
[1] polio
[1] volt

Top Hashtags in Tweet in G5:
[1] novel
[1] future

Top Hashtags in Tweet in G6:
[1] cnp

Top Hashtags in Tweet in G7:
[2] humantrafficking
[1] scamalert
[1] scammers
[1] slavery

Top Hashtags in Tweet in G8:
[35] cnp
[2] corruptgop
[2] endcitizensunited
[2] scams
[1] shadownetwork
[1] taxthechurches
[1] journalism
[1] longread

Top Hashtags in Tweet in G9:
[2] vote
[1] getlawenforcementoutofschools

Top Hashtags in Tweet in G10:
[13] gop
[13] maga
[2] docemmys
[1] cbdcs
[1] communistbehaviordictatorcoupons
[1] agenda2030
[1] worldeconomicforum
[1] stopthetreaty
[1] socialcreditsystem
[1] vaccinepassport

Top Words
Top Words in Tweet in Entire Graph:
[4097] propublica
[2460] trump
[1109] over
[1060] people
[1030] ilyamarritz
[875] read
[831] andreabnyc
[775] former
[664] told
[633] decades

Top Words in Tweet in G1:
[2203] propublica
[610] people
[604] over
[517] trump
[484] read
[301] told
[297] help
[287] olivia
[278] decades
[277] story

Top Words in Tweet in G2:
[1145] trump
[975] ilyamarritz
[735] andreabnyc
[593] propublica
[538] tried
[533] gov
[532] former
[531] whitman
[521] wild
[520] anecdote

Top Words in Tweet in G3:
[130] propublica
[80] trump
[73] always
[68] information
[66] power
[66] donald
[39] voting
[38] read
[37] vote
[31] human

Top Words in Tweet in G4:
[164] propublica
[119] carolineylchen
[106] aliyyaswaby
[82] anniewaldman
[68] voter
[68] love
[64] read
[57] olivia
[56] suppression
[56] more

Top Words in Tweet in G5:
[184] themorrancave
[152] reminder
[152] research
[78] welfare
[77] regular
[77] mississippi
[77] funneled
[77] millions
[77] brett
[77] favre's

Top Words in Tweet in G6:
[190] trump
[120] information
[120] z_everson
[98] used
[98] compromising
[98] officials
[97] pressure
[97] elected
[97] seek
[97] commercial

Top Words in Tweet in G7:
[235] trump
[207] fotoole
[197] really
[197] startling
[195] important
[195] piece
[58] propublica
[20] over
[16] told
[14] classified

Top Words in Tweet in G8:
[185] propublica
[143] people
[124] cezary
[73] family
[71] council
[69] human
[67] around
[65] trafficking
[63] thousands
[62] defrauding

Top Words in Tweet in G9:
[135] propublica
[117] school
[111] jodiscohen
[97] district
[96] largest
[96] high
[82] students
[80] police
[77] issued
[70] enrollment

Top Words in Tweet in G10:
[38] propublica
[23] ap
[22] abc
[19] npr
[17] cnn
[16] foxnews
[16] senategop
[15] wsj
[14] aarp
[14] nro

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[567] told,over
[565] wild,anecdote
[565] anecdote,former
[565] former,nj
[565] nj,gov
[565] gov,christie
[565] christie,whitman
[565] whitman,essentially
[565] essentially,trump
[565] trump,tried

Top Word Pairs in Tweet in G1:
[275] propublica,olivia
[256] people,around
[249] told,over
[239] ve,covered
[239] covered,trump
[239] trump,business
[239] business,decades
[239] decades,something
[239] something,people
[239] around,told

Top Word Pairs in Tweet in G2:
[519] wild,anecdote
[519] anecdote,former
[519] former,nj
[519] nj,gov
[519] gov,christie
[519] christie,whitman
[519] whitman,essentially
[519] essentially,trump
[519] trump,tried
[519] tried,oppose

Top Word Pairs in Tweet in G3:
[65] donald,trump
[65] information,always
[64] trump,information
[64] always,power
[26] links,span
[25] power,propublica
[23] human,trafficking
[23] victims,cyberscamming
[23] propublica,govtrack
[22] voters,read

Top Word Pairs in Tweet in G4:
[55] olivia,coley
[54] coley,pearson
[51] voter,suppression
[49] further,reading
[49] reading,failure
[49] failure,switch
[49] switch,helenbranswell
[49] helenbranswell,more
[48] carolineylchen,further
[48] more,curre

Top Word Pairs in Tweet in G5:
[77] regular,reminder
[77] reminder,mississippi
[77] mississippi,funneled
[77] funneled,millions
[77] millions,welfare
[77] welfare,brett
[77] brett,favre's
[77] favre's,volleyball
[77] volleyball,court
[76] themorrancave,regular

Top Word Pairs in Tweet in G6:
[97] trump,used
[97] used,compromising
[97] compromising,information
[97] information,pressure
[97] pressure,elected
[97] elected,officials
[97] officials,seek
[97] seek,commercial
[97] commercial,advantage
[97] advantage,blunt

Top Word Pairs in Tweet in G7:
[195] really,important
[195] important,startling
[195] startling,piece
[195] piece,trump
[194] fotoole,really
[14] told,over
[13] fotoole,propublica
[12] classified,documents
[8] andreabnyc,trump
[8] trump,took

Top Word Pairs in Tweet in G8:
[65] people,around
[64] human,trafficking
[62] thousands,people
[62] defrauding,people
[60] tens,thousands
[57] form,human
[57] trafficking,sprouted
[57] sprouted,asia
[57] asia,forcing
[57] forcing,tens

Top Word Pairs in Tweet in G9:
[96] largest,high
[96] high,school
[94] school,district
[69] illinois',largest
[68] district,black
[68] black,latino
[68] latino,students
[68] students,32
[68] 32,enrollment
[68] enrollment,issued

Top Word Pairs in Tweet in G10:
[14] aarp,nro
[14] nro,ndn
[14] ndn,abc
[14] abc,ap
[14] ap,foxnews
[14] foxnews,wearesinclair
[14] wearesinclair,accountablegop
[14] accountablegop,senategop
[14] senategop,propublica
[14] propublica,npr

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@ilyamarritz
@andreabnyc
@congressvotesbt
@z_everson
@gilcedillo
@madisonsiriusxm
@jamesgleick
@jodiscohen
@fotoole

Top Replied-To in G1:
@propublica
@madisonsiriusxm
@jamesgleick
@ilyamarritz
@andreabnyc
@dominowarlock
@dandelionkid00
@megsnewz
@lulidduffy
@gluissandoval

Top Replied-To in G2:
@ilyamarritz
@andreabnyc
@jayfay75
@valeriedee123
@tonya_ellerby
@itmfn7
@alangblake
@staceyw32933359
@skipthet
@mjc5577

Top Replied-To in G3:
@congressvotesbt

Top Replied-To in G4:
@propublica
@sheinvestigates
@carolineylchen
@aliyyaswaby
@charlesornstein
@spensermestel
@sarahesmith23
@smmills1960
@mollyparkersi
@mamoneofnine

Top Replied-To in G5:
@themorrancave
@asiaafricaforum
@iagovernor
@okmscott
@propublica
@daniapal

Top Replied-To in G6:
@z_everson
@eisingerj
@badger_politics
@seanhannity
@repfranklucas
@patriottakes
@droz
@senmikelee
@foxnews
@mog7546

Top Replied-To in G7:
@fotoole
@propublica
@andreabnyc
@stringwallapp
@ronfilipkowski
@reneesaprina
@imissubb
@westcoastsal
@z_everson
@twintasticmom

Top Replied-To in G8:
@propublica
@carsonkessler
@cezary
@jacklbrand
@jaygood764
@_stkms_
@ustreasury
@cobbyskid
@urbanachievr
@cowcumber

Top Replied-To in G9:
@jodiscohen
@propublica
@chicagotribune
@smmills1960
@midwestmet
@scmitchp
@svpaofficial
@kmcgahan

Top Replied-To in G10:
@msnbc
@michaelpbreton
@sophiadahl1
@incrementallog1
@tedcruz
@keitholbermann
@joleneswisher2
@senategop
@wingnutdk2661
@cnn

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@ilyamarritz
@andreabnyc
@fotoole
@themorrancave
@senwhitehouse
@cezary
@jamesgleick
@carolineylchen
@z_everson

Top Mentioned in G1:
@propublica
@senwhitehouse
@jamesgleick
@levernews
@anneapplebaum
@davidsirota
@kira_lerner
@madisonsiriusxm
@andykroll
@lindseygrahamsc

Top Mentioned in G2:
@ilyamarritz
@andreabnyc
@propublica
@chrislhayes
@natashabertrand
@tonya_ellerby
@staceyw32933359
@smchatter1
@wmasterv
@patronsaintofd1

Top Mentioned in G3:
@eggnog44
@valerialfrances
@rickdav41117830
@findingfilene
@letmychildrengo
@carlosfcamargo1

Top Mentioned in G4:
@propublica
@carolineylchen
@aliyyaswaby
@anniewaldman
@helenbranswell
@asiakmfields
@sheinvestigates
@chrishendel
@charlesornstein
@spensermestel

Top Mentioned in G5:
@themorrancave
@propublica
@daniapal
@robertgreenwald
@bravenewfilms
@ilyamarritz
@cezary
@kagrox
@jonalienist
@kendilaniannbc

Top Mentioned in G6:
@z_everson
@propublica
@eisingerj
@andreabnyc
@laurenboebert
@rhonda_harbison
@dvillella
@emptywheel
@senmikelee
@kleavittnh

Top Mentioned in G7:
@fotoole
@propublica
@andreabnyc
@faircount
@themorrancave
@senwhitehouse
@fridaghitis
@wendysiegelman
@spensermestel
@charlesornstein

Top Mentioned in G8:
@propublica
@cezary
@anelsona
@bycindyliu
@apple
@zhizhuweb
@googleplay
@carsonkessler
@nickvarchaver
@chinacammonitor

Top Mentioned in G9:
@propublica
@jodiscohen
@chicagotribune
@jsmithrichards
@smmills1960
@annaleighclark
@sarahfreepress
@stevesilberman
@scmitchp
@jeremykutner

Top Mentioned in G10:
@propublica
@ap
@abc
@npr
@cnn
@foxnews
@senategop
@wsj
@aarp
@nro

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@threadreaderapp
@dichristine
@recitesocial
@lennaleprena
@moonbootica
@telesurtv
@cloudwanderer3
@nobby15
@_redfrog

Top Tweeters in G1:
@dichristine
@recitesocial
@nobby15
@bunrxm
@ligayaloyola
@lechatnoire4
@mharvey816
@jjj5819
@pollsstar
@79topper

Top Tweeters in G2:
@debilu2
@lizditz
@gojira007x
@givemepie360
@katcapps
@jamestoupin
@tadrow
@willseattle
@jeffreymeursing
@adekleine

Top Tweeters in G3:
@prpnews
@stigmabase
@gregmroscoe
@rhcm123
@mary_swilling
@markburgerenerg
@rosenthalellery
@rdelinfo
@hillbeverlyhill
@megresistor

Top Tweeters in G4:
@sexygirl798
@beverlyfolkers
@digyoursoul
@stunnedvoter
@mig30m6
@nartist
@emlafudd
@arctichamster
@b_sputnik
@nshrubs

Top Tweeters in G5:
@jmhamiltonblog
@suekhi
@odoylecharlotte
@valsadie
@drmaggiesa
@orchidlady303
@avocalistsrival
@flightbomb
@juliettetorrez
@stewartsmithtwt

Top Tweeters in G6:
@cloudwanderer3
@stockguy61
@mog7546
@amyayers16
@sallyagale
@rhonda_harbison
@sba1211
@cryborg
@dbble5
@bluedillygal

Top Tweeters in G7:
@missb62
@backstorymom1
@ungubunugu1274
@prime_bee
@bukiwilliams
@grannynannynews
@barbie892
@amb0306
@overunderclover
@jodzio

Top Tweeters in G8:
@threadreaderapp
@moonbootica
@1loriking
@carrybeyond
@joanisparkles
@lorettabower3
@deesbarbara
@masky_jay_hoody
@netbacker
@nobiggovduh

Top Tweeters in G9:
@sddphoto
@bannerite
@drseid
@cynicalvision50
@amsmadwoman
@ablnk
@lott_hayley
@blerdmommy
@sponson
@raoces

Top Tweeters in G10:
@telesurtv
@thehill
@reuters
@tigerbeat
@skynews
@foxnews
@nytimes
@latimes
@washingtonpost
@rt_com


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