panamapapers, Twitter, 12/26/2022 10:05:15 PM, 287045


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panamapapers_2022-12-26_14-00-01.xlsx
panamapapers_2022-12-26_14-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
panamapapers via NodeXL https://bit.ly/3WGOaLY
@panamapapers
@emmanuelmacron
@jlucferrari
@bankstersout
@luciedf94
@zelenskyyua
@potus
@gr1pig
@mypi110w
@lyderic_m

Top hashtags:
#panamapapers
#corruption
#zelensky
#poetadelseñor
#poetachebonilla
#miiglesiamicasa

Description:
Description
The graph represents a network of 1,227 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, 26 December 2022 at 22:01 UTC.

The requested start date was Monday, 26 December 2022 at 01:01 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, 21-hour, 20-minute period from Monday, 12 December 2022 at 02:38 UTC to Sunday, 25 December 2022 at 23:59 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 : 1227
Unique Edges : 934
Edges With Duplicates : 1140
Total Edges : 2074
Number of Edge Types : 5
Replies to : 275
Retweet : 476
MentionsInRetweet : 759
Tweet : 149
Mentions : 415
Self-Loops : 160
Reciprocated Vertex Pair Ratio : 0.00856031128404669
Reciprocated Edge Ratio : 0.0169753086419753
Connected Components : 248
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 337
Maximum Edges in a Connected Component : 599
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.032471
Graph Density : 0.000861529134442419
Modularity : 0.616465
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,227 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, 26 December 2022 at 22:01 UTC.

The requested start date was Monday, 26 December 2022 at 01:01 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, 21-hour, 20-minute period from Monday, 12 December 2022 at 02:38 UTC to Sunday, 25 December 2022 at 23:59 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:
[38] https://www.bbc.com/urdu/world-38601645
[21] https://www.occrp.org/en/panamapapers/aliyev-mining-empire/
[13] https://wa.me/+50767280304
[8] https://panamapapers.sueddeutsche.de/articles/57021852a1bb8d3c3495b438/
[5] https://www.washingtonpost.com/business/this-is-no-time-for-backsliding-on-dark-money/2022/12/12/272cd4e8-79e5-11ed-bb97-f47d47466b9a_story.html
[4] https://www.youtube.com/watch?v=fKX6rB7mmCM&feature=youtu.be

[4] https://twitter.com/LCI/status/1603852344336257026
[3] https://www.bahianoticias.com.br/noticia/190191-diretores-da-globo-e-jornalistas-sao-citados-no-panama-papers.html
[2] https://panamapapers.sueddeutsche.de/articles/572c897a5632a39742ed34ef/
[2] https://www.occrp.org/en/panamapapers/rossiya-putins-bank/

Top URLs in Tweet in G1:
[5] https://www.washingtonpost.com/business/this-is-no-time-for-backsliding-on-dark-money/2022/12/12/272cd4e8-79e5-11ed-bb97-f47d47466b9a_story.html
[2] https://palmoildetectives.com/2022/06/26/treespiracy/
[1] https://twitter.com/i/web/status/1606940242057076742
[1] https://twitter.com/i/web/status/1289742739429523457
[1] https://twitter.com/i/web/status/1607062134499713025
[1] https://twitter.com/i/web/status/1607060191295447040
[1] https://www.icij.org/donate/
[1] https://ec.europa.eu/taxation_customs/sites/taxation/files/2019-taxation-papers-76.pdf
[1] https://panamapapers.sueddeutsche.de/articles/57021852a1bb8d3c3495b438/
[1] https://www.wsj.com/articles/michael-cohen-guilty-plea-reveals-link-to-qatari-royal-family-1535127732?emailToken=c33ee6c58e76b7dd3b566471ce3a743cNM31b2Ylss/4dmvnz93RcuA86v7+6Hwvt7QxgpB7mJU1CbgQWnz6Jqb0IDBgFry2Y4eVCdxAU7qC6NRVeU/b8xf2wOumFJtfBMTaZfCXe8V7S4I0ZWnOBtXGaxaEkVXw&utm_content=buffer96282&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter

Top URLs in Tweet in G2:
[2] https://gilr.org/posts-to5countries/
[2] https://eprimefeed.com/latest-news/zelensky-found-a-billion-dollars-and-a-villa-in-miami/19891/
[2] https://jbannecy.wordpress.com/2022/12/25/renflouer-les-caisses-de-zelensky-panamapapers/
[1] https://twitter.com/PameJMC/status/1601923893518028800
[1] https://www.youtube.com/watch?v=qd6ByMgazpk&feature=youtu.be

[1] https://www.youtube.com/watch?v=qEXotImr02s&ab_channel=Reuters

[1] https://twitter.com/i/web/status/1602655384845619203
[1] https://www.occrp.org/en/panamapapers/the-art-of-secrecy/
[1] https://twitter.com/i/web/status/1602730409262997504
[1] https://twitter.com/i/web/status/1602762260375543809

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1606906393415630848
[1] https://twitter.com/i/web/status/1606795161303924740
[1] https://www.zerohedge.com/personal-finance/its-wholesale-robbery-american-people
[1] https://twitter.com/i/web/status/1602742415076442113
[1] https://twitter.com/i/web/status/1603160968393015297
[1] https://twitter.com/i/web/status/1603109914523881473

Top URLs in Tweet in G4:
[2] https://twitter.com/LCI/status/1603852344336257026
[1] https://twitter.com/i/web/status/1603014600554909696
[1] https://twitter.com/i/web/status/1603190125772652544
[1] https://twitter.com/i/web/status/1602764000806465537

Top URLs in Tweet in G6:
[1] https://twitter.com/FredGaulois/status/1602598577532030977
[1] https://twitter.com/RGauche/status/1602637184120545281

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1604310160310239232
[1] https://twitter.com/Carrilloley/status/1587118546601103360

Top URLs in Tweet in G8:
[36] https://www.bbc.com/urdu/world-38601645

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1602368632746643479

Top URLs in Tweet in G10:
[1] https://twitter.com/jaankivallabha/status/1603792170670239745
[1] https://twitter.com/i/web/status/1604485412910551041
[1] https://twitter.com/i/web/status/1604382096461627392
[1] https://twitter.com/i/web/status/1604337524393971712
[1] https://www.youtube.com/watch?v=hvoIEo3yrxk&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[126] twitter.com
[38] bbc.com
[27] occrp.org
[15] sueddeutsche.de
[13] wa.me
[10] youtube.com
[5] washingtonpost.com
[3] icij.org
[3] gilr.org
[3] com.br

Top Domains in Tweet in G1:
[5] washingtonpost.com
[4] twitter.com
[2] palmoildetectives.com
[2] icij.org
[1] europa.eu
[1] sueddeutsche.de
[1] wsj.com
[1] paper.li

Top Domains in Tweet in G2:
[36] twitter.com
[4] youtube.com
[3] gilr.org
[2] occrp.org
[2] cnn.com
[2] sueddeutsche.de
[2] investigativecenters.org
[2] eprimefeed.com
[2] wordpress.com
[1] lemonde.fr

Top Domains in Tweet in G3:
[5] twitter.com
[1] zerohedge.com

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

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[36] bbc.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[564] panamapapers
[91] corruption
[57] zelensky
[53] poetadelseñor
[53] poetachebonilla
[53] miiglesiamicasa
[53] soydelchorrillo
[47] ukraine
[40] pakistan
[38] parklaneflats



Top Hashtags in Tweet in G1:
[102] panamapapers
[35] deforestation
[35] crime
[35] corruption
[3] paradisepapers
[2] palmoil
[1] xinjiangpolicefiles
[1] uberfiles
[1] shadowdiplomats
[1] fifa

Top Hashtags in Tweet in G2:
[53] panamapapers
[8] zelensky
[6] zelinsky
[6] pandorapapers
[4] corruption
[3] ukraine
[2] hongkong
[2] singapore
[2] swiss
[2] mckinseygate

Top Hashtags in Tweet in G3:
[23] panamapapers
[15] zelensky
[4] ukraine
[3] iran
[3] russie
[3] macron
[2] armeniens
[2] yémen
[2] soudan
[2] corruption

Top Hashtags in Tweet in G4:
[41] panamapapers
[2] mckinseymacrongate
[2] mckinsey
[2] pfizergate
[2] faucifiles
[2] vonderleyengate
[2] ukraine
[2] zelensky
[1] destruction
[1] pandorapapers

Top Hashtags in Tweet in G6:
[29] panamapapers
[13] zelenskywarcriminal
[13] sambankmanfried
[13] sbf
[12] corrompu
[11] vincenthervouet
[11] ukraine
[11] président
[3] ukrainien
[2] scandale

Top Hashtags in Tweet in G7:
[3] panamapapers
[2] treasonoose
[1] panama
[1] 1stq
[1] narcogenerales
[1] pandorapapers
[1] pandoro

Top Hashtags in Tweet in G8:
[36] panamapapers
[36] pakistan
[36] parklaneflats

Top Hashtags in Tweet in G9:
[12] panamapapers
[9] zelensky
[9] corruption
[8] ukraine️
[8] pognondedingue
[1] ukraine
[1] panama
[1] pandorapapers

Top Hashtags in Tweet in G10:
[11] panamapapers
[2] ban_pathan_movie
[2] boycottpathaan
[2] boycottbollywoodcompletely
[2] isi
[2] dgang
[2] bollywoodamnesia
[1] bharat
[1] freespeech
[1] bharatratna

Top Words
Top Words in Tweet in Entire Graph:
[564] #panamapapers
[105] messi
[91] #corruption
[83] panamapapers
[77] poetachebonilla
[76] کب
[76] کے
[65] offshore
[60] silkarloslibros
[58] one

Top Words in Tweet in G1:
[102] #panamapapers
[95] messi
[50] company
[49] one
[49] owned
[48] offshore
[47] lionel
[47] signature
[47] certainly
[46] b_obermayer

Top Words in Tweet in G2:
[53] #panamapapers
[10] क
[8] #zelensky
[7] offshore
[6] company
[6] #pandorapapers
[6] त
[6] द
[6] म
[6] ज

Top Words in Tweet in G3:
[24] panamapapers
[23] #panamapapers
[17] emmanuelmacron
[15] #zelensky
[11] corruption
[10] dariusrochebin
[9] bpartisans
[9] inscrits
[9] deux
[9] présidents

Top Words in Tweet in G4:
[41] #panamapapers
[29] galiaackerman
[27] luciedf94
[26] journaliste
[26] cause
[26] cela
[7] pognon
[6] même
[6] panamapapers
[5] d'abord

Top Words in Tweet in G5:
[2] andyburnhamgm
[2] housingfirstire
[2] healthertainer
[2] googleexpertuk
[2] zebra_carol
[2] home_mcr
[2] pankhurstcentre
[2] thepeopleshubun

Top Words in Tweet in G6:
[37] par
[29] #panamapapers
[26] langue
[26] sans
[26] vincent
[26] hervouët
[26] fard
[26] décrite
[26] bois
[26] l'ukraine

Top Words in Tweet in G7:
[7] panamapapers
[4] potus
[3] #panamapapers
[3] lassoguillermo
[2] barón
[2] ayuda
[2] jajaja
[2] abogados
[2] ayudando
[2] crímenes

Top Words in Tweet in G8:
[72] کب
[72] کے
[36] گئے
[36] #parklaneflats
[36] فلیٹس
[36] خریدے
[36] #pakistan
[36] ب
[36] #panamapapers
[36] لندن

Top Words in Tweet in G9:
[12] #panamapapers
[9] #ukraine
[9] #corruption
[9] #zelensky
[8] voilà
[8] #pognondedingue
[7] val1stenchon
[3] zelenskaua
[3] ukrinfra
[2] ucmc_fr

Top Words in Tweet in G10:
[20] srbachchan
[12] family
[11] #panamapapers
[10] ed
[9] meanwhile
[9] megastar
[9] sources
[9] called
[9] head
[9] bachchan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] #poetadelseñor,#poetachebonilla
[53] #miiglesiamicasa,#soydelchorrillo
[53] #poetachebonilla,#miiglesiamicasa
[53] karlosysilka,silkarloslibros
[53] poetachebonilla,karlosysilka
[53] silkarloslibros,#poetadelseñor
[51] offshore,company
[48] lionel,messi
[47] certainly,one
[47] company,messi

Top Word Pairs in Tweet in G1:
[47] offshore,company
[47] company,messi
[47] messi,certainly
[47] owned,offshore
[47] lionel,messi
[47] signature,#panamapapers
[47] #panamapapers,owned
[47] certainly,one
[47] messi,signature
[46] b_obermayer,lionel

Top Word Pairs in Tweet in G2:
[4] offshore,company
[4] छ,ट
[4] ज,य
[4] #zelensky,#panamapapers
[3] cité,#panamapapers
[3] renflouer,caisses
[3] caisses,#zelensky
[3] #panamapapers,#pandorapapers
[2] #business,#company
[2] kiev,kyiv

Top Word Pairs in Tweet in G3:
[9] financière,enfantine
[9] deux,présidents
[9] enfantine,sexuel
[9] bpartisans,emmanuelmacron
[9] ppr_75,bpartisans
[9] inscrits,panamapapers
[9] panamapapers,corruption
[9] emmanuelmacron,deux
[9] corruption,financière
[9] présidents,inscrits

Top Word Pairs in Tweet in G4:
[26] #panamapapers,cela
[26] journaliste,#panamapapers
[26] galiaackerman,journaliste
[26] cela,cause
[25] luciedf94,galiaackerman
[5] rende,d'abord
[5] d'abord,pognon
[5] mis,l'ombre
[5] panamapapers,lui
[5] lui,même

Top Word Pairs in Tweet in G5:
[2] thepeopleshubun,zebra_carol
[2] healthertainer,pankhurstcentre
[2] zebra_carol,healthertainer
[2] housingfirstire,googleexpertuk
[2] home_mcr,andyburnhamgm
[2] googleexpertuk,thepeopleshubun
[2] pankhurstcentre,home_mcr

Top Word Pairs in Tweet in G6:
[26] fard,langue
[26] l'ukraine,décrite
[26] par,vincent
[26] bois,#panamapapers
[26] décrite,par
[26] langue,bois
[26] sans,fard
[26] vincent,hervouët
[26] hervouët,sans
[25] sandrafreyb,l'ukraine

Top Word Pairs in Tweet in G7:
[2] ayudando,malandros
[2] cometieron,crímenes
[2] enriquecieron,ayudando
[2] rangel,barón
[2] abogados,enriquecieron
[2] ayuda,abogados
[2] crímenes,rangel
[2] barón,ayuda

Top Word Pairs in Tweet in G8:
[36] کے,فلیٹس
[36] ب,کے
[36] #pakistan,#parklaneflats
[36] گئے,کب
[36] لندن,کے
[36] خریدے,گئے
[36] کب,خریدے
[36] #panamapapers,#pakistan
[36] فلیٹس,کب
[36] کے,#panamapapers

Top Word Pairs in Tweet in G9:
[8] voilà,#ukraine
[8] #ukraine,#corruption
[8] #zelensky,#pognondedingue
[8] #corruption,#zelensky
[8] #pognondedingue,#panamapapers
[7] val1stenchon,voilà
[2] verkhovna_rada,ukrinfra
[2] kabmin_ua,verkhovna_rada
[2] francediplo,apukraine
[2] zelenskaua,#panamapapers

Top Word Pairs in Tweet in G10:
[9] srbachchan,called
[9] meanwhile,ed
[9] ed,sources
[9] family,megastar
[9] head,bachchan
[9] bachchan,family
[9] megastar,srbachchan
[9] sources,head
[8] called,questioning
[8] ssaratht,meanwhile

Top Replied-To
Top Replied-To in Entire Graph:
@poetachebonilla
@exercitooficial
@lci
@pa_anglade
@galiaackerman
@srbachchan
@emmanuelmacron
@bfmtv
@sejaleeuwen
@truth2240

Top Replied-To in G1:
@mark_subryan
@citarocapacity2

Top Replied-To in G3:
@lci
@emmanuelmacron
@dariusrochebin
@elisabeth_borne
@brunolemaire
@rglucks1
@marionvanr
@pa_anglade
@breizh06
@lsiafrica

Top Replied-To in G4:
@galiaackerman
@pa_anglade
@1948bettyboop
@omerta_officiel
@bretag_romantiq
@fredgaulois
@g_yakovleff
@francediplo
@sylvainmaillard

Top Replied-To in G5:
@housingfirstire

Top Replied-To in G7:
@panamapapers
@galoecuador
@welt
@ladataec
@treporta
@potus
@yvovaldes
@carlosverareal
@zelenskyyua

Top Replied-To in G9:
@zelenskaua
@franceenukraine
@rtsinfo
@ukrainestand

Top Replied-To in G10:
@srbachchan
@amarbajpai100
@anilsingh9761
@dillidurast

Top Mentioned
Top Mentioned in Entire Graph:
@karlosysilka
@silkarloslibros
@b_obermayer
@icijorg
@2kazmi
@poetachebonilla
@luciedf94
@galiaackerman
@sandrafreyb
@viorelionel39

Top Mentioned in G1:
@b_obermayer
@icijorg
@awkward_1110
@cp
@palmoildetect
@c
@f_obermaier
@rylegerard
@cp_news
@danone

Top Mentioned in G2:
@akamoshaa

Top Mentioned in G3:
@emmanuelmacron
@bpartisans
@dariusrochebin
@zelenskyyua
@gmouss73
@ppr_75
@johndartois
@brunolemaire
@gilleswell
@lci

Top Mentioned in G4:
@luciedf94
@galiaackerman
@deputesre
@emmanuelmacron
@debeaul92871200
@mincolonna
@alexiholroyd
@jrcazeneuve
@denys_shmyhal
@pierrecazeneuve

Top Mentioned in G5:
@googleexpertuk
@thepeopleshubun
@zebra_carol
@healthertainer
@pankhurstcentre
@home_mcr
@andyburnhamgm
@brenocallaghan
@dnw2018
@saramckeefrsa

Top Mentioned in G6:
@sandrafreyb
@viorelionel39

Top Mentioned in G7:
@panamapapers
@lassoguillermo
@potus
@ccarrillojr
@cia
@paralacorrupcio
@elnacionalweb
@prensacom
@forbes_ca
@worldcupen

Top Mentioned in G8:
@2kazmi

Top Mentioned in G9:
@val1stenchon
@ukrinfra
@kielinstitute
@francediplo
@apukraine
@kabmin_ua
@verkhovna_rada
@ucmc_fr
@uachernyshov
@anttoch92

Top Mentioned in G10:
@srbachchan
@ssaratht
@iamsrk
@rntata2000
@sonusood
@vipulsbarot
@nidhi
@ronitsharma7777

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@independent
@yarosisnancy
@mounmir
@1loriking
@awkward_1110
@timesofindia
@panamaamerica
@treporta
@googleexpertuk

Top Tweeters in G1:
@yarosisnancy
@awkward_1110
@net2ayurveda
@patrici04278024
@gemandmoll
@liese_mueller
@love_cats_one
@julie_dutto
@schmittercecile
@helflower

Top Tweeters in G2:
@panamaamerica
@_romulus__
@tian_a1
@corinaleda
@aymanfadel
@galactr0n
@mickey60_
@vitrolles13127
@kremsermariana1
@klausriede

Top Tweeters in G3:
@greubelinux
@johndartois
@planet211180
@veniseviolette
@npr
@paflaragepaf
@lsiafrica
@rosedeau23
@carolinatibou
@lci

Top Tweeters in G4:
@reginevalsot
@dalle749
@nakochat
@philippebodin2
@avel_du
@lapuresamkout
@col_chaudard
@auroreberge
@thomsonjoss
@scorpion8559

Top Tweeters in G5:
@independent
@googleexpertuk
@marshacollier
@drumeshprabhu
@wendyeslater
@biancajagger
@dr_black
@charlotteh71
@hibowardere
@housingfirstire

Top Tweeters in G6:
@anne_morantin
@porthosmd
@ferreirasandri7
@louisjulia220
@jverier
@vincent74937184
@timaurielle
@7jgrosjean7
@labolleg
@minimoog18

Top Tweeters in G7:
@elnacionalweb
@treporta
@welt
@prensacom
@carlosverareal
@bbcscotlandnews
@policiaecuador
@lmartin92782162
@forbes_ca
@yvovaldes

Top Tweeters in G8:
@naveed1904
@awaisshahiawais
@miqbal7110
@fans_khan
@wasif_h_syed
@akhpti
@amir_zubair
@haroon06484667
@mabbas24754576
@faheemtalat

Top Tweeters in G9:
@rtsinfo
@maz20974837
@jeanchr95164099
@val1stenchon
@verkhovna_rada
@mfa_ukraine
@acquaronejean
@kabmin_ua
@arrisopabulo
@francediplo

Top Tweeters in G10:
@piyali8331
@amitdubey1236
@dillidurast
@rrnaidu0761
@deepshikha_akki
@urbanrural1
@anonhaak
@srbachchan
@mahadev70570100
@iamsrk


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