panamapapers, Twitter, 9/29/2020 1:07:30 AM, 236197


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panamapapers_2020-09-28_11-02-01.xlsx
panamapapers_2020-09-28_11-02-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
panamapapers via NodeXL https://bit.ly/3kVAg5F
@icijorg
@doctorow
@fvallejoss
@ambitiousfree
@khalil_a_hassan
@imrankhanpti
@jhonxav1962
@willfitzgibbon
@srbachchan
@laeulogiatapia

Top hashtags:
#panamapapers
#paradisepapers
#fincenfiles
#fincen
#pdm
#jadot
#saporta

Description:
Description
The graph represents a network of 5,783 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 September 2020 at 18:06 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 3-minute period from Monday, 14 September 2020 at 01:37 UTC to Sunday, 27 September 2020 at 23:40 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 : 5783
Unique Edges : 3099
Edges With Duplicates : 10624
Total Edges : 13723
Number of Edge Types : 5
Retweet : 5001
MentionsInRetweet : 6747
Mentions : 993
Tweet : 529
Replies to : 453
Self-Loops : 608
Reciprocated Vertex Pair Ratio : 0.00572441052201172
Reciprocated Edge Ratio : 0.0113836563219948
Connected Components : 453
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 4211
Maximum Edges in a Connected Component : 11123
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.691703
Graph Density : 0.000220681654197859
Modularity : 0.509962
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,783 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 September 2020 at 18:06 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 3-minute period from Monday, 14 September 2020 at 01:37 UTC to Sunday, 27 September 2020 at 23:40 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 : panamapapers
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:
[32] https://twitter.com/ICIJorg/status/1307364121986334721
[28] https://mypetflamingo.bandcamp.com/
[12] https://www.tijd.be/politiek-economie/belgie/algemeen/fiscus-krijgt-panama-papers-na-meer-dan-vier-jaar/10252109.html
[9] https://twitter.com/thejusticedept/status/1309227140379021330
[8] https://www.occrp.org/en/panamapapers/ukraine-poroshenko-offshore/
[8] https://www.occrp.org/en/panamapapers/persons/poroshenko/
[6] https://www.buzzfeednews.com/article/tomwarren/deutsche-bank-money-laundering-mirror-trades
[6] https://www.bahianoticias.com.br/noticia/190191-diretores-da-globo-e-jornalistas-sao-citados-no-panama-papers.html
[6] https://threader.app/thread/1307862394887004161
[5] https://plus.lesoir.be/326331/article/2020-09-21/les-leaks-pas-une-mode-mais-le-devoir-du-quatrieme-pouvoir

Top URLs in Tweet in G1:
[3] https://offshoreleaks.icij.org/nodes/230000018
[2] https://www.icij.org/investigations/panama-papers/first-us-taxpayer-sentenced-to-prison-for-crimes-revealed-by-panama-papers/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[2] https://www.icij.org/investigations/panama-papers/first-us-taxpayer-sentenced-to-prison-for-crimes-revealed-by-panama-papers/?utm_campaign=Sprout&utm_content=PP+Case&utm_medium=social&utm_source=twitter
[2] https://www.icij.org/investigations/panama-papers/us-accountant-guilty-in-panama-papers-case-sentenced-to-more-than-3-years/?utm_campaign=Sprout&utm_content=PP+Case&utm_medium=social&utm_source=twitter
[2] https://offshoreleaks.icij.org/nodes/55079288
[2] https://www.ghanabusinessnews.com/2020/09/02/agyapa-royalties-deal-what-has-panama-papers-and-other-leaks-taught-ghana/
[1] https://www.icij.org/investigations/fincen-files/what-is-the-fincen-files-investigation/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/1304526887004311553
[1] https://twitter.com/i/web/status/1304011995990102016
[1] https://www.icij.org/investigations/2020/07/dubai-asks-few-questions-about-dirty-money-flows-report-says/

Top URLs in Tweet in G2:
[4] https://threadreaderapp.com/thread/1307862394887004161.html
[2] https://threader.app/thread/1307862394887004161
[1] https://www.bbc.com/news/uk-54226107
[1] https://twitter.com/doctorow/status/1307862954172248064
[1] https://twitter.com/bbcbreaking/status/1307726541783171073
[1] https://threadreaders.com/thread/1307862394887004161
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235579
[1] https://news.artnet.com/art-world/latest-panama-papers-revelations-470720
[1] https://twitter.com/i/web/status/980856663837233152
[1] https://www.haaretz.com/world-news/video-how-tax-havens-are-fueling-war-crimes-in-syria-1.5426525

Top URLs in Tweet in G3:
[1] https://twitter.com/BuzzFeedNews/status/1307747604353232898
[1] https://twitter.com/ICIJorg/status/1307741387878805504
[1] https://twitter.com/humnews_urdu/status/1307605884739235840
[1] https://twitter.com/BBCWorld/status/1307736454119010310

Top URLs in Tweet in G4:
[1] https://twitter.com/PatoBullrich/status/1309844181553160192
[1] https://twitter.com/i/web/status/1306412800730955776

Top URLs in Tweet in G5:
[26] https://twitter.com/ICIJorg/status/1307364121986334721
[2] https://www.icij.org/investigations/panama-papers/us-accountant-guilty-in-panama-papers-case-sentenced-to-more-than-3-years/
[2] http://milpasonline.blogspot.com/2020/09/condenan-en-estados-unidos-ex-cliente.html
[1] https://daraj.com/51831/
[1] https://twitter.com/i/web/status/1305600378583617543
[1] https://twitter.com/i/web/status/1305951996931960834
[1] https://twitter.com/i/web/status/1306807113721749504
[1] https://twitter.com/WillFitzgibbon/status/1306807113721749504
[1] https://twitter.com/i/web/status/1308149866057662470
[1] https://uploads-ssl.webflow.com/5e0bd9edab846816e263d633/5f6b68c7bff4ad6cf6cb53a7_FACTI_Interim_Report_final.pdf

Top URLs in Tweet in G6:
[2] https://www.icij.org/investigations/panama-papers/
[2] https://twitter.com/ICIJorg/status/1307726268943790083
[2] https://www.justice.gov/opa/pr/us-taxpayer-panama-papers-investigation-sentenced-prison
[2] https://politicalscrapbook.net/2012/09/grant-shapps-dodgy-get-rich-quick-scheme/
[2] https://www.esquire.com/news-politics/politics/news/a55879/russian-bikers-trump/
[1] https://www.icij.org/investigations/panama-papers/anguilla-popular-panama-papers-tax-haven-slips-in-transparency-ranking-new-report-says/?utm_content=139791487&utm_medium=social&utm_source=twitter&hss_channel=tw-18122529
[1] https://twitter.com/i/web/status/1305738627104813062
[1] https://twitter.com/i/web/status/1305751403395248128
[1] https://twitter.com/i/web/status/1305765930757054465
[1] https://twitter.com/i/web/status/1305768081982066688

Top URLs in Tweet in G7:
[2] https://twitter.com/KanganaTeam/status/1305742115255668736
[1] https://twitter.com/i/web/status/1309178022608601088
[1] https://twitter.com/i/web/status/1306846863350407170
[1] https://twitter.com/i/web/status/1306340601500106752
[1] https://twitter.com/i/web/status/1308602758866456576
[1] https://twitter.com/i/web/status/1309030293601497090
[1] https://twitter.com/i/web/status/1308769679150776321
[1] https://twitter.com/i/web/status/1308328865152995329
[1] https://twitter.com/i/web/status/1305831741660172288
[1] https://www.oneindia.com/india/panama-papers-case-amitabh-bachchan-aishwarya-rai-2552459.html

Top URLs in Tweet in G8:
[1] https://twitter.com/doctorow/status/1307862394887004161

Top URLs in Tweet in G9:
[2] http://www.brookings.edu/blogs/order-from-chaos/posts/2016/04/07-panama-papers-putin-gaddy?cid=00900015020089101US0001-040701
[1] https://www.icij.org/investigations/panama-papers/us-accountant-guilty-in-panama-papers-case-sentenced-to-more-than-3-years/
[1] https://www.icij.org/investigations/fincen-files/what-is-the-fincen-files-investigation/
[1] https://www.icij.org/investigations/panama-papers/first-us-taxpayer-sentenced-to-prison-for-crimes-revealed-by-panama-papers/
[1] https://twitter.com/i/web/status/1308549334737321986
[1] https://www.rferl.org/a/major-questions-fincen-leak-sheds-light-on-the-hidden-money-flows-of-putin-s-russia/30855925.html
[1] https://www.globalwitness.org/en/press-releases/global-witness-response-to-the-fincen-files-leaks/?utm_source=hootsuite&utm_medium=twitter_
[1] https://www.brookings.edu/blogs/order-from-chaos/posts/2016/04/07-panama-papers-putin-gaddy?cid=00900015020089101US0001-040701
[1] https://twitter.com/i/web/status/1308929377435103236
[1] https://twitter.com/POLITICOEurope/status/1308453816996683777

Top URLs in Tweet in G10:
[1] https://quintoelab.org/project/tochos-holding-emilio-lozoya-fincen-files
[1] https://twitter.com/i/web/status/1308861120808091648
[1] https://www.proceso.com.mx/*
[1] https://twitter.com/icijorg/status/1307001590788784129

Top Domains
Top Domains in Tweet in Entire Graph:
[510] twitter.com
[80] icij.org
[28] bandcamp.com
[22] occrp.org
[12] youtube.com
[12] com.br
[12] tijd.be
[9] buzzfeednews.com
[6] bbc.com
[6] justice.gov

Top Domains in Tweet in G1:
[53] twitter.com
[35] icij.org
[5] com.mt
[3] timesofmalta.com
[2] com.ar
[2] univision.com
[2] ghanabusinessnews.com
[1] blogspot.com
[1] ow.ly
[1] eluniverso.com

Top Domains in Tweet in G2:
[4] threadreaderapp.com
[3] twitter.com
[2] threader.app
[1] bbc.com
[1] threadreaders.com
[1] nodexlgraphgallery.org
[1] artnet.com
[1] haaretz.com

Top Domains in Tweet in G3:
[4] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[50] twitter.com
[3] icij.org
[2] blogspot.com
[1] daraj.com
[1] webflow.com
[1] irs.gov

Top Domains in Tweet in G6:
[92] twitter.com
[10] icij.org
[3] justice.gov
[2] sueddeutsche.de
[2] bbc.com
[2] trouw.nl
[2] co.uk
[2] theguardian.com
[2] politicalscrapbook.net
[2] esquire.com

Top Domains in Tweet in G7:
[41] twitter.com
[1] oneindia.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] icij.org
[3] brookings.edu
[1] rferl.org
[1] globalwitness.org

Top Domains in Tweet in G10:
[2] twitter.com
[1] quintoelab.org
[1] com.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3803] panamapapers
[1173] paradisepapers
[1120] fincenfiles
[742] fincen
[449] pdm
[170] jadot
[170] saporta
[170] grandesgueules
[170] mélenchon
[170] fi



Top Hashtags in Tweet in G1:
[681] panamapapers
[311] fincenfiles
[60] luandaleaks
[26] paradisepapers
[19] offshoreleaks
[15] bahamasleaks
[11] mossfon
[9] nexiabt
[8] malta
[7] daphnecaruanagalizia

Top Hashtags in Tweet in G2:
[719] panamapapers
[701] fincen
[700] paradisepapers
[9] swissleaks
[8] luxleaks
[7] mossackfonseca
[5] taxhavens
[5] warcrimes
[3] fincenfiles
[3] syria

Top Hashtags in Tweet in G3:
[448] pdm
[16] panamapapers
[6] fincenfiles
[6] nawazsharifandco
[1] mayfair

Top Hashtags in Tweet in G4:
[243] panamapapers
[138] paradisepapers
[26] habraconsecuencias
[26] clarinylanacionmienten
[26] navarro2023
[2] choreoargentino
[2] operacionqatar
[2] lavajato
[2] odebrecht
[1] luandaleaks

Top Hashtags in Tweet in G5:
[324] panamapapers
[129] fincenfiles
[85] luandaleaks
[76] chinacables
[33] paradisepapers
[14] implantfiles
[6] ibizaaffäre
[3] mossackfonseca
[3] fincen
[3] pentagonpapers

Top Hashtags in Tweet in G6:
[160] panamapapers
[37] fincenfiles
[17] paradisepapers
[11] fincen
[8] jayabachchan
[6] corruption
[5] fraud
[4] tax
[4] icij
[4] swissleaks

Top Hashtags in Tweet in G7:
[104] panamapapers
[14] bachchan
[10] jayabachchan
[8] paradisepapers
[5] bollywood
[5] bofors
[5] bollywooddarksecrets
[4] fincenfiles
[4] bollywooddruggang
[4] taxevasion

Top Hashtags in Tweet in G8:
[170] jadot
[170] saporta
[170] grandesgueules
[170] mélenchon
[170] fi
[2] panamapapers
[1] rmc
[1] drahi
[1] macron
[1] sfr

Top Hashtags in Tweet in G9:
[77] panamapapers
[44] fincenfiles
[2] luandaleaks
[2] daphnecaruanagalizia
[2] journalist
[2] malta
[2] justicefordaphne
[1] deutschebank
[1] activemeasures
[1] fincen

Top Hashtags in Tweet in G10:
[135] panamapapers
[87] fincenfiles
[2] paradisepapers
[1] macri
[1] panamápapers
[1] lavajato
[1] lavadodedinero
[1] lavadodeactivos
[1] contrabando
[1] untouchable

Top Words
Top Words in Tweet in Entire Graph:
[3803] #panamapapers
[1173] #paradisepapers
[1120] #fincenfiles
[1068] icijorg
[913] 2017
[839] 2016
[812] latest
[786] icij
[778] corruption
[764] following

Top Words in Tweet in G1:
[873] icijorg
[681] #panamapapers
[311] #fincenfiles
[188] icij
[148] halconada
[133] special
[130] investigations
[116] former
[114] keith
[114] schembri

Top Words in Tweet in G2:
[719] #panamapapers
[701] #fincen
[701] 2016
[700] #paradisepapers
[699] leaks
[699] corruption
[698] doctorow
[697] latest
[697] finance
[697] megaleak

Top Words in Tweet in G3:
[450] imrankhanpti
[448] allah's
[448] support
[448] pakistan
[448] within
[448] few
[448] hours
[448] speeches
[448] members
[448] #pdm

Top Words in Tweet in G4:
[592] fvallejoss
[496] ex
[361] macri
[358] offshore
[357] hablando
[357] usd
[357] notas
[357] aún
[357] estamos
[357] esperando

Top Words in Tweet in G5:
[324] #panamapapers
[164] willfitzgibbon
[129] #fincenfiles
[93] sz
[89] come
[85] latest
[85] #luandaleaks
[85] f_obermaier
[82] stay
[78] icijorg

Top Words in Tweet in G6:
[160] #panamapapers
[37] #fincenfiles
[19] क
[17] #paradisepapers
[15] ल
[15] panama
[14] म
[14] papers
[12] panamapapers
[11] one

Top Words in Tweet in G7:
[104] #panamapapers
[67] srbachchan
[55] क
[37] family
[36] ह
[26] र
[19] name
[19] both
[18] स
[18] ब

Top Words in Tweet in G8:
[171] par
[170] compagne
[170] #jadot
[170] isabelle
[170] #saporta
[170] vient
[170] d'être
[170] embauchée
[170] #grandesgueules
[170] dégommer

Top Words in Tweet in G9:
[107] icij
[106] former
[105] rhpsia
[105] keith
[105] schembri
[101] malta
[100] top
[100] government
[100] adviser
[99] arrest

Top Words in Tweet in G10:
[135] #panamapapers
[87] #fincenfiles
[77] llegan
[77] primeras
[77] entregas
[77] comienzan
[65] quintoelab
[63] domingo
[61] reportajes
[46] creadores

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[718] #paradisepapers,2017
[718] #panamapapers,2016
[717] #fincen,leaks
[717] 2017,#panamapapers
[715] leaks,latest
[715] latest,finance
[715] finance,corruption
[715] corruption,megaleak
[715] megaleak,following
[715] following,#paradisepapers

Top Word Pairs in Tweet in G1:
[129] investigations,#fincenfiles
[113] keith,schembri
[104] special,thanks
[104] thanks,icij
[104] icij,insiders
[104] insiders,community
[104] community,readers
[104] readers,support
[104] support,investigations
[103] icijorg,special

Top Word Pairs in Tweet in G2:
[699] #fincen,leaks
[697] leaks,latest
[697] latest,finance
[697] finance,corruption
[697] corruption,megaleak
[697] megaleak,following
[697] following,#paradisepapers
[697] #paradisepapers,2017
[697] 2017,#panamapapers
[695] #panamapapers,2016

Top Word Pairs in Tweet in G3:
[448] allah's,support
[448] support,pakistan
[448] pakistan,imrankhanpti
[448] imrankhanpti,within
[448] within,few
[448] few,hours
[448] hours,speeches
[448] speeches,members
[448] members,#pdm
[445] #pdm,icij

Top Word Pairs in Tweet in G4:
[357] hablando,usd
[357] usd,notas
[357] notas,aún
[357] aún,estamos
[357] estamos,esperando
[357] esperando,ex
[357] ex,presidente
[357] presidente,macri
[357] macri,responda
[357] responda,pasó

Top Word Pairs in Tweet in G5:
[84] #panamapapers,#luandaleaks
[83] come,#fincenfiles
[76] #luandaleaks,#chinacables
[76] #chinacables,come
[76] #fincenfiles,stay
[76] stay,tuned
[76] tuned,sz
[76] f_obermaier,#panamapapers
[44] spent,hours
[44] hours,phone

Top Word Pairs in Tweet in G6:
[14] panama,papers
[10] #panamapapers,#paradisepapers
[8] ल,क
[5] पन,म
[5] swiss,leaks
[5] leaks,panama
[5] papers,sars
[5] sars,bank
[5] bank,reports
[5] reports,alert

Top Word Pairs in Tweet in G7:
[17] name,#panamapapers
[14] #bachchan,family
[14] family,traitor
[14] traitor,family
[14] family,family's
[14] family's,name
[12] ji,#panamapapers
[12] officeofdgp,srbachchan
[12] both,husband
[12] husband,wife

Top Word Pairs in Tweet in G8:
[170] compagne,#jadot
[170] #jadot,isabelle
[170] isabelle,#saporta
[170] #saporta,vient
[170] vient,d'être
[170] d'être,embauchée
[170] embauchée,par
[170] par,#grandesgueules
[170] #grandesgueules,dégommer
[170] dégommer,#mélenchon

Top Word Pairs in Tweet in G9:
[105] keith,schembri
[100] rhpsia,icij
[100] former,top
[100] top,government
[100] government,adviser
[98] icij,police
[98] police,arrest
[98] arrest,keith
[98] schembri,malta
[98] malta,former

Top Word Pairs in Tweet in G10:
[77] #panamapapers,llegan
[77] llegan,#fincenfiles
[77] #fincenfiles,primeras
[77] primeras,entregas
[61] entregas,reportajes
[61] reportajes,comienzan
[60] quintoelab,#panamapapers
[46] creadores,#panamapapers
[46] #panamapapers,espera
[46] espera,domingo

Top Replied-To
Top Replied-To in Entire Graph:
@srbachchan
@halconada
@icijorg
@bbcworld
@kanganateam
@nancysquinn
@maelvibe
@mauriciomacri
@fvallejoss
@officeofdgp

Top Replied-To in G1:
@halconada
@mabelpajarita
@mandymallia
@wdvl4
@josephmuscat_jm
@lauraramer
@mauriciomacri
@hernanea
@terry_hussey
@samueljohnsnon

Top Replied-To in G2:
@samoskal
@jennymaher3
@ericgarland

Top Replied-To in G3:
@fereeha
@nutellastaan

Top Replied-To in G4:
@fvallejoss
@c5n

Top Replied-To in G5:
@sz
@roja_ave
@zeitonline
@b_obermayer
@techdialectic

Top Replied-To in G7:
@srbachchan
@kanganateam
@officeofdgp
@ani
@juniorbachchan
@jvlmk
@sonamakapoor
@juhiesingh
@bjp4india
@narendramodi

Top Replied-To in G9:
@newyorkstateag
@robertjdenault

Top Replied-To in G10:
@piru_laura
@actualidadrt
@icijorg

Top Mentioned
Top Mentioned in Entire Graph:
@icijorg
@doctorow
@fvallejoss
@imrankhanpti
@khalil_a_hassan
@willfitzgibbon
@lapin47
@halconada
@rhpsia
@sz

Top Mentioned in G1:
@icijorg
@halconada
@thetimesofmalta
@mauriciomacri
@hernanea
@un
@bugdavem
@marielfitz
@uninoticias

Top Mentioned in G2:
@doctorow
@icijorg
@hollaka_hollala
@jrehnj
@althecat
@sashachavkin
@coletrane31
@olganyc1211
@frauwise
@ian_fraser

Top Mentioned in G3:
@imrankhanpti
@khalil_a_hassan
@lalika79
@aurangzebkhann1
@icijorg
@pakpmo
@shazadakbar
@shiblifaraz
@babarawanpk
@willfitzgibbon

Top Mentioned in G4:
@fvallejoss
@pueblobeto
@lanelachina
@c5n
@icijorg
@willfitzgibbon
@_romulus__

Top Mentioned in G5:
@willfitzgibbon
@icijorg
@sz
@f_obermaier
@spcrucianelli
@wbg_gov
@rylegerard
@josianekouagheu

Top Mentioned in G6:
@pearraider
@doomsdayscw
@cinefania

Top Mentioned in G7:
@srbachchan
@kumarshefali
@officeofdgp
@juniorbachchan
@kanganateam
@hindu7777
@republic
@ravikishann
@dir_ed
@bipinchauhan

Top Mentioned in G8:
@lapin47

Top Mentioned in G9:
@rhpsia
@icijorg
@global_witness
@willfitzgibbon
@bneeditor
@anthlawson1
@patrioticprogr1
@brookingsinst
@halconada
@jojofromjerz

Top Mentioned in G10:
@quintoelab
@raulolmos_mx
@andre_cardenovo
@proceso
@mxvscorrupcion
@doctorow
@oseguera2020
@jasonleopold
@spcrucianelli

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@odio_nao
@macha_oji
@rk70534
@blabalade
@telesurtv
@loupo85
@chidambara09
@marceloacoelho1
@insdatainter

Top Tweeters in G1:
@odio_nao
@macha_oji
@blabalade
@loupo85
@cleosagas1
@billm9
@yarosisnancy
@debilu2
@tempodotco
@johnjoechad

Top Tweeters in G2:
@rk70534
@rxbun
@russelltim151
@kimvie
@sar_oso
@mlczone
@jodotcom
@ern_malleyscrub
@sandoly
@planetscape

Top Tweeters in G3:
@salman0800
@fahad_pti
@ambitiousfree
@noahalishah
@shaddad_marwat
@afridifan_mufc
@ehmedsyed
@melodykhan
@leo554323
@hum5ak

Top Tweeters in G4:
@magdalenam21
@carsua6
@lilygabet
@marisolsolari1
@alitapaz
@_romulus__
@fmlaoportunidad
@zanoni31
@devastadork
@bertozzistella

Top Tweeters in G5:
@_redfrog
@b1e56df9ce6549f
@eyegloarts
@cwharlow
@sweetfreedom29
@girlzinger
@mouse458
@emlafudd
@thumppooh
@lemondefr

Top Tweeters in G6:
@nippynews
@mimitexasangel
@wefornews
@rizvisalim
@benjancewicz
@acenewsservices
@aymanfadel
@pabloargentinos
@cckki
@savannahbaybvi

Top Tweeters in G7:
@indiatoday
@ndtv
@indianexpress
@timesofindia
@kailashkaushik8
@timesnow
@aajtak
@ani
@republic
@gaurangbhardwa1

Top Tweeters in G8:
@m2bliquis
@inachiveg
@libertaire10
@lapin47
@lau68951920
@levyloiseau
@blacknoose
@jakopasto1
@veroniqueperrot
@endebout

Top Tweeters in G9:
@kokusizu2
@novembermatters
@janesepmeier
@jailingtrump
@acobasi
@thunderb
@evolvequickly
@rajeshshenoy63
@imjajere
@1whoknu

Top Tweeters in G10:
@faby_nava77
@germnhernndez16
@actualidadrt
@piru_laura
@juanadarco1
@aries7004
@nydiacervera
@marlenemorita14
@mamesa75
@robertobarquin


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