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investigative journalism Twitter NodeXL SNA Map and Report for Monday, 18 October 2021 at 13:25 UTC (experimental version)
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From:
SMRFoundation
Uploaded on:
October 18, 2021
Short Description:
investigative journalism via NodeXL https://bit.ly/3vmBU71
@ose_anenih
@janeclarejones
@sainttempestina
@lesleygsmith3
@aijc_conference
@bellingcat
@carolecadwalla
@bulamabukarti
@cnn
@solveig283

Top hashtags:
#journalism
#aijc2021
#investigative
#gijc21
#nobelprize

Description:
Description
The graph represents a network of 10,518 Twitter users whose recent tweets contained "investigative journalism", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 18 October 2021 at 14:06 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 45-minute period from Saturday, 09 October 2021 at 16:38 UTC to Monday, 18 October 2021 at 13:23 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 : 10518
Unique Edges : 15018
Edges With Duplicates : 1915
Total Edges : 16933
Number of Edge Types : 5
Retweet : 6399
MentionsInRetweet : 4794
Replies to : 2040
Mentions : 2748
Tweet : 952
Self-Loops : 1002
Reciprocated Vertex Pair Ratio : 0.0158579560856601
Reciprocated Edge Ratio : 0.0312208138759173
Connected Components : 1463
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 5610
Maximum Edges in a Connected Component : 10941
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.813094
Graph Density : 0.000135511637249432
Modularity : 0.855591
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,518 Twitter users whose recent tweets contained "investigative journalism", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 18 October 2021 at 14:06 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 45-minute period from Saturday, 09 October 2021 at 16:38 UTC to Monday, 18 October 2021 at 13:23 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 : TwitterSearch
Graph Term : investigative journalism
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[234] https://dailytrust.com/conspiracies-for-journalism-the-boko-haram-origin-fiction
[150] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video
[142] https://www.theguardian.com/media/2021/oct/11/lawyers-lawsuits-libel-rich-snowden-windrush-investigations?CMP=Share_iOSApp_Other
[140] https://www.bbc.co.uk/sounds/brand/p09yjmph
[104] https://twitter.com/adamlangleben/status/1448760880846491650
[85] https://odysee.com/@Chris_Martenson:2/WhitneyWebb:d
[80] https://boards.greenhouse.io/gomedia/jobs/3500318
[77] https://www.occrp.org/en/occrp-jobs/
[64] https://beyond-the-now.com/season/s02/lost-in-europe-collaboration-and-mutual-exchange-in-investigative-journalism/
[63] https://dailywire.com/subscribe

Top URLs in Tweet in G1:
[6] https://twitter.com/uchepokoye/status/1447830839908241410
[1] https://twitter.com/DavidHundeyin/status/1449683612102807553
[1] https://twitter.com/adamlangleben/status/1448760880846491650

Top URLs in Tweet in G2:
[137] https://www.bbc.co.uk/sounds/brand/p09yjmph
[99] https://twitter.com/adamlangleben/status/1448760880846491650
[19] https://twitter.com/MichaelBaggs/status/1449422238348988416
[18] https://twitter.com/mcashmancbe/status/1449097563236405254
[12] https://www.bbc.co.uk/news/uk-58917227.amp
[6] https://action4equalityscotland.blogspot.com/2021/10/yes-ministers.html
[5] https://twitter.com/zarahsultana/status/1448786601392345089
[5] https://twitter.com/HJoyceGender/status/1448337103637688324?t=3BlZSulZ8Kcr8wWYFoxoww&s=08
[5] https://www.bbc.co.uk/programmes/p09yjmph/episodes/guide
[3] https://twitter.com/AngelaRayner/status/1448914295937552419

Top URLs in Tweet in G3:
[27] https://aijc.africa/programme/
[17] https://arij.me/ARIJ21/register/en
[14] https://awards.journalists.org/entries/underfunded-and-under-threat/
[14] https://twitter.com/ONA/status/1449126390700384256
[14] https://www.linkedin.com/slink?code=gxfZhrid
[13] http://www.quicket.co.za/organisers/18746-wits-journalism-department
[12] https://aijc.africa/register
[12] https://www.mediasupport.org/introducing-investigative-journalism-to-the-arab-world/
[11] https://twitter.com/tv_monica/status/1448329416015187969?s=21
[10] https://us02web.zoom.us/j/87894017146?pwd=OFdHUjBlQmQzSW9XckI1ZktVK3Y0QT09

Top URLs in Tweet in G4:
[140] https://www.theguardian.com/media/2021/oct/11/lawyers-lawsuits-libel-rich-snowden-windrush-investigations?CMP=Share_iOSApp_Other
[139] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video
[37] https://www.youtube.com/watch?v=6Y3aTJkLY7U

[35] https://twitter.com/BylineTimes/status/1448341047206101002
[28] https://twitter.com/NafeezAhmed/status/1446140224434749442
[23] https://www.theguardian.com/membership/2021/oct/14/laws-changed-around-the-world-why-investigative-journalism-matters
[21] https://twitter.com/BylineTimes/status/1446878943953489937
[16] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1634057244
[11] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1634057244-1
[10] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1634052780

Top URLs in Tweet in G5:
[15] https://www.theguardian.com/membership/2021/oct/14/laws-changed-around-the-world-why-investigative-journalism-matters
[10] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video?CMP=Share_iOSApp_Other
[8] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video?CMP=share_btn_tw
[7] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video
[5] https://twitter.com/bykenarmstrong/status/1446505198516535297
[5] https://www.eventbrite.com/e/global-investigative-journalism-conference-gijc21-nov-1-5-online-tickets-165101937339
[4] https://www.theguardian.com/media/video/2021/oct/12/youre-shining-a-light-on-darkness-why-investigative-journalism-matters-video?CMP=Share_AndroidApp_Other
[4] https://gijc21.us2.pathable.com/
[3] https://www.propublica.org/article/black-children-were-jailed-for-a-crime-that-doesnt-exist
[3] https://twitter.com/ose_anenih/status/1448239907076558851

Top URLs in Tweet in G6:
[233] https://dailytrust.com/conspiracies-for-journalism-the-boko-haram-origin-fiction
[4] https://twitter.com/CNN/status/1329107106377707522
[3] https://twitter.com/bulamabukarti/status/1448177029824847872
[3] https://twitter.com/RT_com/status/1448193034600865794
[3] https://edition.cnn.com/2021/09/23/us/mary-johnson-missing-indigenous-women-crisis-cec/index.html
[3] https://edition.cnn.com/interactive/2021/09/us/balbir-singh-sodhi-9-11-cec/
[3] https://twitter.com/harmeetkaur/status/1447304366554288129
[2] https://ajakayeworld.com/lekkimassacre-the-myth-that-was-sold-in-nigeria/
[2] https://www.theafricareport.com/136155/pandora-papers-what-4-lessons-africa-can-draw-from-the-leak/
[1] https://twitter.com/songpinganq/status/1429558023748345861

Top URLs in Tweet in G7:
[26] https://www.europarl.europa.eu/news/en/press-room/20211011IPR14601/invitation-to-the-award-ceremony-of-daphne-caruana-galizia-prize-for-journalism
[18] https://www.investigativejournalismforeu.net/nominations-open-for-ij4eu-impact-award/
[17] https://gijc21.us2.pathable.com/
[17] https://lovinmalta.com/lifestyle/announcements/daphne-caruana-galizia-award-ceremony-for-journalism-will-be-handed-out-tomorrow-at-noon/
[15] http://dxfest.com
[15] https://www.eventbrite.com/e/global-investigative-journalism-conference-gijc21-nov-1-5-online-tickets-165101937339
[13] https://www.occrp.org/en/occrp-jobs/
[9] https://gijc21.us2.pathable.com
[9] https://www.nytimes.com/2021/10/09/world/asia/rappler-philippines-nobel-peace-prize.html?smid=tw-share
[9] https://www.wilsoncenter.org/event/russian-investigative-journalism-and-pandora-papers

Top URLs in Tweet in G8:
[34] https://prn.fm/
[19] https://twitter.com/AnnaMazzotta9/status/1447503733991030788
[11] https://twitter.com/CredicoRandy/status/1448812426036715525
[6] https://twitter.com/ClareDalyMEP/status/1448041022601244673
[3] https://www.theguardian.com/lifeandstyle/2021/oct/16/stella-moris-julian-assange-secret-family
[2] http://www.chinamericalegaladvisors.com/mob_bosses_black_robes/
[2] https://chinamericalegaladvisors.com/wp-content/uploads/2021/03/Donovan-v.-Barbier-et-al.pdf
[2] https://twitter.com/carolecadwalla/status/1447987800981319685
[2] https://odysee.com/@Chris_Martenson:2/WhitneyWebb:d
[1] https://www.businessinsider.com/keir-starmer-linked-labour-group-fined-14k-failure-declare-donations-2021-9?r=US&IR=T

Top URLs in Tweet in G9:
[4] https://foreignpolicy.com/2021/10/13/nobel-journalists-challenge-duterte-putin/
[1] https://www.aljazeera.com:443/
[1] https://www.aljazeera.com/program/witness/2021/10/14/stateless-fighting-for-racial-justice-in-the-dominican-republic

Top Domains
Top Domains in Tweet in Entire Graph:
[1112] twitter.com
[511] theguardian.com
[261] co.uk
[234] dailytrust.com
[117] youtube.com
[85] odysee.com
[83] occrp.org
[80] greenhouse.io
[65] eventbrite.com
[64] beyond-the-now.com

Top Domains in Tweet in G1:
[8] twitter.com

Top Domains in Tweet in G2:
[173] twitter.com
[156] co.uk
[6] blogspot.com
[1] substack.com
[1] theguardian.com

Top Domains in Tweet in G3:
[92] twitter.com
[47] journalists.org
[47] aijc.africa
[21] whova.com
[19] co.za
[17] arij.me
[14] linkedin.com
[12] mediasupport.org
[10] zoom.us
[10] niemanreports.org

Top Domains in Tweet in G4:
[369] theguardian.com
[103] twitter.com
[45] youtube.com
[3] co.uk
[3] detroitnews.com
[2] bylinetimes.com
[2] daphnejournalismprize.eu
[2] beyond-the-now.com
[1] spiked-online.com
[1] businessinsider.com

Top Domains in Tweet in G5:
[141] twitter.com
[68] theguardian.com
[8] co.uk
[8] thebureauinvestigates.com
[8] com.ng
[5] eventbrite.com
[5] pathable.com
[4] gijn.org
[4] noteworthy.ie
[3] washingtonpost.com

Top Domains in Tweet in G6:
[233] dailytrust.com
[20] twitter.com
[6] cnn.com
[2] ajakayeworld.com
[2] theafricareport.com
[1] dailywire.com
[1] projectveritas.com
[1] change.org

Top Domains in Tweet in G7:
[35] pathable.com
[31] europa.eu
[26] twitter.com
[24] investigativejournalismforeu.net
[19] gijn.org
[17] lovinmalta.com
[15] dxfest.com
[15] occrp.org
[15] eventbrite.com
[12] wilsoncenter.org

Top Domains in Tweet in G8:
[39] twitter.com
[34] prn.fm
[4] chinamericalegaladvisors.com
[3] theguardian.com
[2] odysee.com
[1] businessinsider.com

Top Domains in Tweet in G9:
[4] foreignpolicy.com
[2] aljazeera.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] journalism
[118] aijc2021
[113] investigative
[109] gijc21
[82] nobelprize
[68] freeassange
[66] pandorapapers
[62] μητσοτακη_που_ειναι_τα_παιδια
[60] freennamdikanu
[52] starmerout



Top Hashtags in Tweet in G1:
[2] youngheroes
[1] independencedayhero
[1] nigeriaat61
[1] heroesofnigeria
[1] independencedayheroes

Top Hashtags in Tweet in G2:
[14] nolaninvestigatesstonewall
[5] dontsubmittostonewall
[4] womenwontwheesht
[4] womensrightsarehumanrights
[4] sexmatters
[4] stonewall
[4] getstonewallout
[4] labourlosinggaymen
[2] vacuumofintegrity
[2] bullshitboris

Top Hashtags in Tweet in G3:
[113] aijc2021
[45] oja21
[44] innys2021
[34] innovatorsinresidence
[27] journalism
[26] pandorapapers
[20] arij21
[20] nonprofitnews
[16] gijc21
[14] addisababa

Top Hashtags in Tweet in G4:
[4] pandorapapers
[2] panamapapers
[1] starmerout
[1] freeassange
[1] fakerecipes
[1] nobelprize

Top Hashtags in Tweet in G5:
[17] journalism
[10] news
[8] investigative
[7] gijc21
[5] thenationaldesk
[5] mytvz
[5] onmytvz
[5] wtvz
[5] hamptonroads
[5] americasnewsnow

Top Hashtags in Tweet in G6:
[10] coup
[10] racism
[9] fascism
[9] democracy
[8] mediafail
[7] terroristtplf
[4] ethiopia
[3] osint
[3] eritrea
[3] africa

Top Hashtags in Tweet in G7:
[50] gijc21
[24] ij4eu
[22] mediaeu
[17] daphnecaruanagalizia
[17] lovinmalta
[15] dxiff
[14] pandorapapers
[10] investigativerjournalismus
[9] journalism
[7] uncovered

Top Hashtags in Tweet in G8:
[34] assange
[20] freeassange
[2] bigoil
[2] bigpharma
[2] investigative
[2] journalism
[1] starmerout
[1] julianassange
[1] dropthecharges
[1] journalismisnotacrime

Top Hashtags in Tweet in G9:
[77] nobelprize
[5] nobelpeaceprice2021
[2] newsflashfriday
[2] mariaressa
[2] rappler
[2] dmitrymuratov
[1] stateless
[1] documentary
[1] fight
[1] racial

Top Words
Top Words in Tweet in Entire Graph:
[10165] investigative
[9019] journalism
[2033] mad
[1509] journalists
[1410] work
[1296] put
[1184] actual
[1089] david
[1068] investigating
[1048] nigerian

Top Words in Tweet in G1:
[2107] investigative
[2016] mad
[1100] journalism
[1014] david
[1012] work
[1009] journalists
[1008] energy
[1008] nigerian
[1008] put
[1008] investigating

Top Words in Tweet in G2:
[792] investigative
[788] journalism
[248] well
[237] people
[189] frightened
[171] listen
[158] many
[154] public
[150] something
[143] stephennolan

Top Words in Tweet in G3:
[701] investigative
[649] journalism
[138] aijc_conference
[113] #aijc2021
[110] newsroom
[105] join
[104] award
[103] journalists
[98] african
[97] conference

Top Words in Tweet in G4:
[537] investigative
[517] journalism
[293] guardian
[249] many
[158] world
[146] business
[143] making
[142] use
[141] silence
[140] london

Top Words in Tweet in G5:
[469] journalism
[467] investigative
[33] more
[33] news
[31] media
[28] good
[27] matters
[27] those
[26] reporting
[26] work

Top Words in Tweet in G6:
[411] journalism
[409] investigative
[246] piece
[243] put
[237] worse
[237] seen
[235] together
[233] week
[233] daily
[233] trust

Top Words in Tweet in G7:
[356] investigative
[300] journalism
[96] journalists
[91] conference
[86] prize
[78] journalist
[73] daphne
[67] award
[66] caruana
[59] global

Top Words in Tweet in G8:
[246] journalism
[180] investigative
[79] editor
[72] bureau
[68] james
[68] ball
[68] literally
[68] made
[68] name
[68] assange's

Top Words in Tweet in G9:
[160] investigative
[160] journalism
[132] ressa
[131] maria
[131] philippines
[86] authoritarianism
[84] digital
[84] media
[83] rapplerdotcom
[82] laureate

Top Words in Tweet in G10:
[358] republic
[346] thank
[271] ssr
[241] murder
[237] 10
[185] investigative
[185] journalism
[173] team
[173] commendable
[173] job

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7964] investigative,journalism
[1107] investigative,journalists
[1088] actual,investigative
[1016] energy,nigerian
[1016] nigerian,investigative
[1016] journalists,put
[1016] put,investigating
[1016] investigating,david
[1016] david,work
[1016] work,mad

Top Word Pairs in Tweet in G1:
[1093] investigative,journalism
[1009] investigative,journalists
[1008] energy,nigerian
[1008] nigerian,investigative
[1008] journalists,put
[1008] put,investigating
[1008] investigating,david
[1008] david,work
[1008] work,mad
[1008] mad,imagine

Top Word Pairs in Tweet in G2:
[762] investigative,journalism
[122] well,worth
[121] worth,listen
[119] absolutely,electrifying
[119] electrifying,investigative
[119] journalism,nailing
[119] nailing,something
[119] something,many
[119] many,including
[119] including,fearful

Top Word Pairs in Tweet in G3:
[532] investigative,journalism
[90] journalism,conference
[67] african,investigative
[52] grow,investigative
[49] data,journalism
[47] investigative,data
[45] best,investigative
[42] award,investigative
[41] university,florida
[41] florida,award

Top Word Pairs in Tweet in G4:
[511] investigative,journalism
[140] london,considered
[140] considered,libel
[140] libel,capital
[140] capital,world
[140] world,many
[140] many,use
[140] use,english
[140] english,lawyers
[140] lawyers,silence

Top Word Pairs in Tweet in G5:
[424] investigative,journalism
[25] journalism,matters
[22] obsessive,illuminating
[22] illuminating,high
[22] high,stakes
[21] stakes,investigative
[21] matters,video
[19] expose,corruption
[19] corruption,vice
[19] vice,incompetence

Top Word Pairs in Tweet in G6:
[387] investigative,journalism
[235] piece,investigative
[235] journalism,seen
[233] week,daily
[233] daily,trust
[233] trust,explained
[233] explained,cornflakes
[233] cornflakes,jihad
[233] jihad,worse
[233] worse,piece

Top Word Pairs in Tweet in G7:
[209] investigative,journalism
[66] daphne,caruana
[59] journalism,conference
[57] caruana,galizia
[52] global,investigative
[35] cross,border
[33] prize,journalism
[31] galizia,prize
[28] 2021,global
[28] investigative,reporting

Top Word Pairs in Tweet in G8:
[168] investigative,journalism
[72] bureau,investigative
[68] james,ball
[68] ball,literally
[68] literally,made
[68] made,name
[68] name,journalism
[68] journalism,assange's
[68] assange's,coat
[68] coat,tails

Top Word Pairs in Tweet in G9:
[155] investigative,journalism
[131] maria,ressa
[84] digital,media
[82] abuse,power
[82] power,use
[82] use,violence
[82] violence,growing
[82] growing,authoritarianism
[82] authoritarianism,native
[82] native,country

Top Word Pairs in Tweet in G10:
[185] investigative,journalism
[173] team,republic
[173] republic,commendable
[173] commendable,job
[173] job,ssr
[173] ssr,disha
[173] disha,cases
[173] cases,unearthed
[173] unearthed,murder
[173] murder,angles

Top Replied-To
Top Replied-To in Entire Graph:
@stephennolan
@zarahsultana
@profootballtalk
@sanjaysoodsmith
@adamlangleben
@angelarayner
@rcoreyb
@zawadi30
@mcashmancbe
@vice

Top Replied-To in G1:
@davidhundeyin
@we_the_nuts
@fopara03
@musibautlasisi
@hadiyatilde
@ose_anenih
@maxadexm
@ugwunnaejikem
@kelechiphd

Top Replied-To in G2:
@stephennolan
@zarahsultana
@sanjaysoodsmith
@adamlangleben
@angelarayner
@mcashmancbe
@patrickharvie
@georgia_coan
@docstockk
@kirstiemallsopp

Top Replied-To in G3:
@icijorg
@ap
@jamessmat
@pierrekory
@bashsadeeq
@solomonserwanjj
@juliamklein
@ashtonpittman
@willfitzgibbon
@anamartinsgomes

Top Replied-To in G4:
@guardian
@paullewis
@ruthserwotka
@carolecadwalla
@markriceoxley69
@jamesearpmusic
@kathviner
@tinobell
@michaelmarcou19
@dennis_reichel

Top Replied-To in G5:

Top Replied-To in G6:
@martina
@bulamabukarti
@bravefacefunkie
@msnbc
@cnn
@asiyarodrigo
@davidogbu17
@nimaelbagir
@leksfada
@atrupar

Top Replied-To in G7:
@jailedjournos
@occrp
@danielacastro32
@mariaressa
@scottmstedman
@jn_institute
@hillaryclinton
@camanpour

Top Replied-To in G8:
@accuracy
@ggreenwald
@alanrmacleod
@ssk85760565
@eclecticradical
@kennardmatt
@johnpilger
@hencough
@pauliegtweets
@hifi_the15th

Top Replied-To in G9:
@ajenglish
@kweencelestia

Top Replied-To in G10:
@republic

Top Mentioned
Top Mentioned in Entire Graph:
@republic
@pmoindia
@guardian
@ladywell23
@aijc_conference
@kathviner
@stonewalluk
@_whitneywebb
@rapplerdotcom
@propublica

Top Mentioned in G1:
@davidhundeyin
@fisayosoyombo
@conelaa
@daily_trust
@wsoyinkacentre
@hansverploeg
@iaboyeji

Top Mentioned in G2:
@stonewalluk
@stephennolan
@lgbtlabour
@bbcsounds
@bbcnews
@bbc
@zarahsultana
@ofcom
@adamlangleben
@johnmcm1

Top Mentioned in G3:
@aijc_conference
@akumediafutures
@ap
@njokichege
@africaniij
@arijnetwork
@spotlightpa
@ptcij
@icijorg
@vanessaoffiong

Top Mentioned in G4:
@ladywell23
@guardian
@kathviner
@bylinetimes
@paullewis
@nafeezahmed
@ameliagentleman
@skirchy
@thedalstonyears
@ewenmacaskill

Top Mentioned in G5:

Top Mentioned in G6:
@cnn
@nytimes
@nimaelbagir
@gop
@mediaactsquad
@bulamabukarti
@msnbc
@obyezeks
@realdailywire

Top Mentioned in G7:
@fbdnstories
@laurentrichard0
@mcaruanagalizia
@cijournalism
@gijn
@daphnefdtn
@ecpmf
@drewoccrp
@mediadefence
@james__harkin

Top Mentioned in G8:
@afshinrattansi
@underground_rt
@thegrayzonenews
@kgosztola
@ggreenwald
@declassifieduk
@kennardmatt
@wikileaks
@johnpilger
@smaurizi

Top Mentioned in G9:
@rapplerdotcom
@truecrimeweekly
@nobelprize
@suzannenossel
@ajenglish
@ajwitness

Top Mentioned in G10:
@republic
@pmoindia
@barkhatrehan16
@arnabgofficial7
@official_arnab_
@pmo_namo
@nitiaayog

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@knewz_currently
@threadreaderapp
@dichristine
@odio_nao
@stephenoflyf
@chidambara09
@rk70534
@s9tmt
@kanekos69

Top Tweeters in G1:
@stephenoflyf
@yunghusband_
@tossin_o
@lulu_graezinski
@iam_ogd
@_isheikh
@daily_trust
@dappy_52
@jajaphd
@siralfredson

Top Tweeters in G2:
@kanekos69
@lesleygsmith3
@mae_carson2
@frances_coppola
@bbcnews
@alanlsg
@jrtomlinauthor
@cathymcrorie
@tarunynorzo
@dophin11

Top Tweeters in G3:
@jude_mugabi
@russelltim151
@cotey_mary
@breakingnewzman
@mi2023pf
@globeandmail
@ntvkenya
@alwaysthinkhow
@cmargaronis
@calvinswine905

Top Tweeters in G4:
@s9tmt
@world_news_eng
@roblwilson
@jondknight
@bigtimefootball
@sandradunn1955
@allchanges
@scott1984fp
@katcapps
@guardian

Top Tweeters in G5:
@knewz_currently
@crweworld
@naijawhatsup
@strawberryng
@helenyg
@ghanamma
@socialistvoice
@newsafricanow
@adabagcompany
@4allsoulkind

Top Tweeters in G6:
@badmansaks
@ssagwuna
@advsola
@nerdy_dami
@makintamie
@nytimes
@sir_ruffy
@__yellows
@jishaq1
@lacadri34

Top Tweeters in G7:
@thefabledaesop
@mstepczyk
@stlhd100
@mrtachilles
@letsroc137
@ahval_tr
@abcnews
@morismyriam
@eyemagistus
@ganralf7

Top Tweeters in G8:
@odio_nao
@rk70534
@pparzival
@eire353
@eclecticradical
@maurlind
@madmontesaurus
@mackette52
@petermcc66
@jamesma96163439

Top Tweeters in G9:
@rapplerdotcom
@rosstell
@hampoyjampoy
@dementedbonxie
@steph80335
@dameempress
@narelleford
@ajenglish
@idee_kenkyu
@esprit1789

Top Tweeters in G10:
@notesonwisdom
@nuthan_ch
@republic
@khushi4justice
@ssr_truth
@smycraze
@emperorssr
@abhishe85710311
@bakshi4ever
@_ssr_forever


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