panamapapers, Twitter, 5/23/2022 10:19:06 PM, 276933


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panamapapers_2022-05-23_14-00-01.xlsx
panamapapers_2022-05-23_14-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
panamapapers via NodeXL https://bit.ly/38aaLwK
@ortigiap
@franborgonovo
@alanfriedmanit
@neo4j
@jcy126kerubin
@melnykandrij
@novigreenc
@boe_anre
@peterdegroot001
@bue_des

Top hashtags:
#panamapapers
#graphdatabase
#cartabianca
#alanfriedman
#pakistan
#pandorapapers

Description:
Description
The graph represents a network of 2,064 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, 23 May 2022 at 21:01 UTC.

The requested start date was Monday, 23 May 2022 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, 18-hour, 45-minute period from Monday, 09 May 2022 at 03:45 UTC to Sunday, 22 May 2022 at 22:31 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 : 2064
Unique Edges : 1720
Edges With Duplicates : 2823
Total Edges : 4543
Number of Edge Types : 5
Mentions : 596
Replies to : 300
Tweet : 149
Retweet : 1179
MentionsInRetweet : 2319
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.00557491289198606
Reciprocated Edge Ratio : 0.0110880110880111
Connected Components : 273
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 385
Maximum Edges in a Connected Component : 1660
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.905318
Graph Density : 0.00067777790303126
Modularity : 0.579996
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,064 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, 23 May 2022 at 21:01 UTC.

The requested start date was Monday, 23 May 2022 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, 18-hour, 45-minute period from Monday, 09 May 2022 at 03:45 UTC to Sunday, 22 May 2022 at 22:31 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:
[54] https://www.bbc.com/urdu/world-38601645
[9] https://panamapapers.sueddeutsche.de/articles/56eff9f22f17ab0f205e636a/
[7] https://www.occrp.org/en/the-pandora-papers/pandora-papers-reveal-offshore-holdings-of-ukrainian-president-and-his-inner-circle
[5] https://www.theguardian.com/news/2021/oct/03/revealed-anti-oligarch-ukrainian-president-offshore-connections-volodymyr-zelenskiy
[5] https://armando.info/esto-huele-a-dinero-de-chavez-la-caida-de-los-negocios-offshore-de-guarapiche-velasquez/
[3] https://twitter.com/neo4j/status/1314024715585871873
[3] https://daphnecaruanagalizia.com/2016/03/important-advice-for-journalists-in-the-allied-newspapers-newsroom/
[2] https://eprimefeed.com/latest-news/zelensky-found-a-billion-dollars-and-a-villa-in-miami/19891/
[2] https://eucalyptischgenootschap.nl/panama-papers-onthullen-internationale-geldstromen-van-president-van-de-oekraine-zelensky/
[2] https://eucalyptischgenootschap.nl/eu-oekraine-corrupt-tot-op-het-bot/

Top URLs in Tweet in G1:
[1] https://www.ilpost.it/2018/08/04/alan-friedman-paul-manafort-stati-uniti-ucraina/

Top URLs in Tweet in G2:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276004

Top URLs in Tweet in G4:
[1] https://twitter.com/AguinagaOswaldo/status/1527359672810115072
[1] https://www.icij.org/investigations/panama-papers/europol-links-kinahan-drug-cartel-to-murders-in-four-countries/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[1] https://twitter.com/jchengwsj/status/1527242915382054912
[1] https://twitter.com/maryamnsharif/status/859398352819159040
[1] https://twitter.com/bundysprenger/status/1525404644393897989
[1] https://panamapapers.sueddeutsche.de/articles/577b953efc10f40451223651/
[1] https://twitter.com/thierrybaudet/status/1526305285241020416
[1] https://oneworld-publications.com/the-panama-papers.html
[1] https://twitter.com/nytimes/status/1184710649101914112
[1] https://twitter.com/josephfreire/status/1525483631501889538

Top URLs in Tweet in G5:
[1] https://twitter.com/akirano2012/status/1526157071737135105

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1523631553007734785
[1] https://twitter.com/i/web/status/1528134924145934340
[1] https://twitter.com/i/web/status/1528108052339118080
[1] https://www.theguardian.com/news/2021/oct/03/revealed-anti-oligarch-ukrainian-president-offshore-connections-volodymyr-zelenskiy
[1] https://pete843.substack.com/p/zelensky-and-kolomoisky?s=r
[1] https://twitter.com/EmmanuelMacron/status/1526628249782083588

Top URLs in Tweet in G7:
[3] https://twitter.com/neo4j/status/1314024715585871873
[2] https://www.occrp.org/en/panamapapers/
[2] https://panamapapers.icij.org/about.html
[2] https://panamapapers.icij.org/the_power_players/
[2] https://panamapapers.sueddeutsche.de/en/
[2] https://twitter.com/claudiashein/status/1524133587209097220
[2] https://panamapapers.org/list-of-people-named-in-the-panama-papers
[2] https://eucalyptischgenootschap.nl/panama-papers-onthullen-internationale-geldstromen-van-president-van-de-oekraine-zelensky/
[2] https://eucalyptischgenootschap.nl/eu-oekraine-corrupt-tot-op-het-bot/
[2] https://www.theguardian.com/news/2021/oct/03/revealed-anti-oligarch-ukrainian-president-offshore-connections-volodymyr-zelenskiy

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

Top URLs in Tweet in G9:
[1] https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=67969
[1] https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=178300
[1] https://www.bbc.com/news/world-asia-china-35957228
[1] https://twitter.com/JChengWSJ/status/1527242915382054912

Top URLs in Tweet in G10:
[2] https://www.elfinanciero.com.mx/cdmx/2021/09/27/mariana-imaz-sheinbaum-que-tiene-que-ver-con-el-conacyt-y-que-dijo-la-jefa-de-gobierno-al-respecto/
[1] https://twitter.com/YosoyPedrero/status/1526775951073214465
[1] https://twitter.com/Claudiashein/status/1524133587209097220
[1] https://www.eluniversal.com.mx/metropoli/dia-de-las-madres-sheinbaum-felicita-mamas-por-10-de-mayo

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[55] bbc.com
[18] sueddeutsche.de
[13] occrp.org
[8] theguardian.com
[8] icij.org
[7] youtube.com
[6] panamapapers.org
[5] armando.info
[4] eucalyptischgenootschap.nl

Top Domains in Tweet in G1:
[1] ilpost.it

Top Domains in Tweet in G2:
[2] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[9] twitter.com
[1] icij.org
[1] sueddeutsche.de
[1] oneworld-publications.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] theguardian.com
[1] substack.com

Top Domains in Tweet in G7:
[24] twitter.com
[4] occrp.org
[4] icij.org
[4] eucalyptischgenootschap.nl
[3] sueddeutsche.de
[3] panamapapers.org
[3] theguardian.com
[2] business-standard.com
[2] eprimefeed.com
[1] gitlab.io

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

Top Domains in Tweet in G9:
[2] fda.gov
[1] bbc.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] com.mx
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[786] panamapapers
[90] graphdatabase
[65] cartabianca
[64] alanfriedman
[63] pakistan
[60] pandorapapers
[54] parklaneflats
[37] ukraine
[28] swissleaks
[27] paradisepapers



Top Hashtags in Tweet in G1:
[65] cartabianca
[64] alanfriedman
[2] panamapapers

Top Hashtags in Tweet in G2:
[88] panamapapers
[88] graphdatabase
[2] neo4j
[1] learning
[1] graphdb
[1] linkeddata
[1] datascience
[1] 100daysofcode

Top Hashtags in Tweet in G3:
[96] panamapapers
[1] graphdatabase

Top Hashtags in Tweet in G4:
[36] panamapapers
[5] pandorapapers
[5] chinaleaks
[5] corruption
[4] suissesecrets
[3] ibizavideo
[2] bahamaleaks
[2] fincenleaks
[2] امپورٹڈ_حکومت_نامنظور
[2] loscorruptossiemprefueronellos

Top Hashtags in Tweet in G5:
[14] panamapapers
[3] selenskyi
[2] ukraine
[2] warburg
[2] cumex
[2] selenskij
[1] korruption
[1] ukraine️
[1] selenskyj
[1] asov

Top Hashtags in Tweet in G6:
[23] panamapapers
[2] ukraine
[2] pakistan
[2] mckinseymacrongate
[2] frexit
[2] corruption
[1] tuttiquanti
[1] cherryboy
[1] assange
[1] cia

Top Hashtags in Tweet in G7:
[56] panamapapers
[9] pandorapapers
[5] moneylaundering
[4] corruption
[4] ed
[4] noadominga
[4] enjoy
[4] nomasafps
[3] ukraine
[3] zelensky

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

Top Hashtags in Tweet in G9:
[3] massiveparallelinfection
[3] panamapapers
[2] pakistan
[2] nawazsharif
[1] ccp
[1] xijinping

Top Hashtags in Tweet in G10:
[26] panamapapers
[1] panamápapers
[1] ligadeguerreros
[1] claudiacriminal
[1] familiasheinbaumratas
[1] ytumamátambién

Top Words
Top Words in Tweet in Entire Graph:
[786] #panamapapers
[424] franborgonovo
[421] ortigiap
[404] governo
[360] alanfriedmanit
[340] finalmente
[340] grandissimo
[340] chiede
[340] raccontare
[340] quanto

Top Words in Tweet in G1:
[423] franborgonovo
[420] ortigiap
[403] governo
[359] alanfriedmanit
[339] finalmente
[339] grandissimo
[339] chiede
[339] raccontare
[339] quanto
[339] faceva

Top Words in Tweet in G2:
[90] neo4j
[88] #panamapapers
[88] #graphdatabase
[87] try
[87] something
[87] today
[87] explore
[87] data
[87] set
[87] sandbox

Top Words in Tweet in G3:
[96] #panamapapers
[90] momentos
[90] zelensky
[90] 300
[90] millones
[90] paraísos
[90] fiscales
[90] sigue
[89] jcy126kerubin
[89] pidien

Top Words in Tweet in G4:
[36] #panamapapers
[23] icijorg
[16] f_obermaier
[16] b_obermayer
[10] h_munzinger
[9] one
[9] gute
[9] nachrichten
[9] kleine
[9] paper_trail_m

Top Words in Tweet in G5:
[50] die
[26] melnykandrij
[17] ukrainischen
[17] oligarchen
[16] führen
[15] asberger6
[15] vorbild
[15] arbeiten
[15] bitte
[15] sumpf

Top Words in Tweet in G6:
[23] #panamapapers
[15] zelenskyyua
[5] vonderleyen
[4] bfmtv
[4] 000
[4] potus
[4] secret
[3] comme
[3] going
[3] europe

Top Words in Tweet in G7:
[56] #panamapapers
[15] panama
[14] papers
[9] #pandorapapers
[6] icij
[6] see
[6] क
[5] #moneylaundering
[5] ed
[5] goa

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

Top Words in Tweet in G9:
[7] joebiden
[7] barackobama
[7] sensanders
[7] politico
[7] washingtonpost
[7] wsj
[7] reuters
[7] usembassyathens
[7] nchatzinikolaou
[6] medtronic

Top Words in Tweet in G10:
[32] madre
[27] dinero
[26] #panamapapers
[25] cuentas
[23] gusto
[23] apareció
[22] debe
[22] haber
[22] aprendido
[22] recordemos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[340] finalmente,grandissimo
[340] grandissimo,franborgonovo
[340] franborgonovo,chiede
[340] chiede,alanfriedmanit
[340] alanfriedmanit,raccontare
[340] raccontare,quanto
[340] quanto,faceva
[340] faceva,consulente
[340] consulente,governo
[339] ortigiap,finalmente

Top Word Pairs in Tweet in G1:
[339] finalmente,grandissimo
[339] grandissimo,franborgonovo
[339] franborgonovo,chiede
[339] chiede,alanfriedmanit
[339] alanfriedmanit,raccontare
[339] raccontare,quanto
[339] quanto,faceva
[339] faceva,consulente
[339] consulente,governo
[338] ortigiap,finalmente

Top Word Pairs in Tweet in G2:
[87] try,something
[87] something,today
[87] today,explore
[87] explore,#panamapapers
[87] #panamapapers,data
[87] data,set
[87] set,#graphdatabase
[87] #graphdatabase,sandbox
[87] sandbox,easy
[87] easy,started

Top Word Pairs in Tweet in G3:
[90] momentos,zelensky
[90] zelensky,300
[90] 300,millones
[90] millones,paraísos
[90] paraísos,fiscales
[90] fiscales,#panamapapers
[90] #panamapapers,sigue
[89] jcy126kerubin,momentos
[89] sigue,pidien
[5] ξανακοιτώντας,τα

Top Word Pairs in Tweet in G4:
[9] gute,nachrichten
[9] nachrichten,kleine
[9] kleine,paper_trail_m
[9] paper_trail_m,redaktion
[9] redaktion,wächst
[9] wächst,weiter
[9] weiter,kürze
[9] kürze,stößt
[9] stößt,großartige
[9] großartige,h_munzinger

Top Word Pairs in Tweet in G5:
[16] die,ukrainischen
[15] melnykandrij,asberger6
[15] asberger6,führen
[15] führen,vorbild
[15] vorbild,arbeiten
[15] arbeiten,bitte
[15] bitte,die
[15] ukrainischen,oligarchen
[15] oligarchen,sumpf
[15] sumpf,die

Top Word Pairs in Tweet in G6:
[4] zelenskyyua,potus
[3] zelenskyyua,#panamapapers
[2] 10downingstreet,100
[2] 100,000
[2] 000,000
[2] 000,very
[2] very,generous
[2] generous,come
[2] come,going
[2] going,debt

Top Word Pairs in Tweet in G7:
[14] panama,papers
[5] #pandorapapers,#panamapapers
[4] icij,panama
[4] #panamapapers,#pandorapapers
[4] 88,30
[4] #nomasafps,#pandorapapers
[3] rs,88
[3] 30,lakh
[3] madhya,pradesh
[3] pradesh,goa

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

Top Word Pairs in Tweet in G9:
[7] joebiden,barackobama
[7] barackobama,sensanders
[7] sensanders,politico
[7] politico,washingtonpost
[7] washingtonpost,wsj
[7] wsj,reuters
[7] reuters,usembassyathens
[7] usembassyathens,nchatzinikolaou
[4] tomstrong6,joebiden
[4] nchatzinikolaou,kostasvaxevan

Top Word Pairs in Tweet in G10:
[22] debe,haber
[22] haber,aprendido
[22] aprendido,gusto
[22] gusto,dinero
[22] dinero,recordemos
[22] recordemos,mamá
[22] mamá,apareció
[22] apareció,cuentas
[22] cuentas,shore
[21] afqd1000,debe

Top Replied-To
Top Replied-To in Entire Graph:
@zelenskyyua
@claudiashein
@melnykandrij
@bfmtv
@sampancher
@joebiden
@mashirafael
@enriquepenalosa
@clayberg
@disclosetv

Top Replied-To in G1:
@donatel36675236

Top Replied-To in G4:
@mashirafael
@umarcheema1
@aguinagaoswaldo
@luisaseeling
@debaule
@rubikslive
@asteriagifts
@rtenfrancais
@cnews
@razarumi

Top Replied-To in G5:
@melnykandrij
@cyhra1
@welt
@dorisschrder3
@billyj147
@heutejournal
@marcusagrippa18
@herm20102
@powder_chris
@freyfrigg

Top Replied-To in G6:
@zelenskyyua
@bfmtv
@10downingstreet
@c_lindner
@perclausen3
@iaponomarenko
@melende2000
@l_thinktank
@prezydentpl
@lostsouldiertx

Top Replied-To in G9:
@joebiden

Top Replied-To in G10:
@claudiashein
@yosoypedrero
@ivertebra
@templario70

Top Mentioned
Top Mentioned in Entire Graph:
@franborgonovo
@ortigiap
@alanfriedmanit
@neo4j
@jcy126kerubin
@2kazmi
@armandoinfo
@cuestion_p
@patriotic117
@icijorg

Top Mentioned in G1:
@franborgonovo
@ortigiap
@alanfriedmanit
@donatel36675236

Top Mentioned in G2:
@neo4j
@kirkdborne
@craigmullins
@dcameron
@tdatascience
@amuletanalytics
@this0499154500
@fab
@fabriciosx
@_oliviabot

Top Mentioned in G3:
@jcy126kerubin
@euuvlcfloduqidt
@neo4j

Top Mentioned in G4:
@icijorg
@f_obermaier
@b_obermayer
@h_munzinger
@paper_trail_m
@europol
@panamapapers
@journalismusibk
@n
@umarcheema1

Top Mentioned in G5:
@melnykandrij
@asberger6
@zdm0916
@captblwillard
@welt
@cyhra1
@annabella6912
@sina080264
@billyj147
@baerbelbas

Top Mentioned in G6:
@zelenskyyua
@potus
@vonderleyen
@snowden
@kremlinrussia_e
@anticorruption
@emmanuelmacron
@profbrianhoax
@10downingstreet
@cedricmas

Top Mentioned in G7:
@c_coolidge
@jairebolled
@nancysa45944060
@b1e56df9ce6549f
@psycho111177
@pearraider

Top Mentioned in G8:
@2kazmi

Top Mentioned in G9:
@barackobama
@sensanders
@politico
@washingtonpost
@wsj
@reuters
@usembassyathens
@nchatzinikolaou
@tomstrong6
@joebiden

Top Mentioned in G10:
@afqd1000
@tessyrj
@yosoypedrero
@claudiashein
@pemex
@egaona14
@ivertebra
@mannpolitical
@_elprinci_pito

Top Tweeters
Top Tweeters in Entire Graph:
@dpiloncita
@becaes_
@elespectador
@raumunz
@magdalenam21
@cheezwitham
@sonialavera
@cnnnews18
@inachiveg
@vetehugo

Top Tweeters in G1:
@sonialavera
@ele9061
@adrianobusolin
@enricovik
@sorryns
@a_meluzzi
@bobbio65m
@anto_galli4
@marcoranieri72
@giandomenic45

Top Tweeters in G2:
@raumunz
@fabriciosx
@hubofml
@celiapfau
@adriveronica1
@lprivileged
@vputin_biz
@nvsdata
@exiledsurfer
@rpberkhout

Top Tweeters in G3:
@dpiloncita
@ojovene
@jcy126kerubin
@mariafigueredo3
@prof_yurbe
@alvaropogonzlez
@remv73
@luisalcan1201
@fernandopara
@hus07777781

Top Tweeters in G4:
@cnews
@ali_lashari
@derspiegel
@def_izit
@deeactivatefool
@sz
@razarumi
@rtenfrancais
@yvebiskupska
@shabirkam

Top Tweeters in G5:
@welt
@tazgezwitscher
@fberingar
@billyj147
@mika_is_here
@psch27389151
@captblwillard
@pennyla44338382
@is_4_gut_tenk
@sina080264

Top Tweeters in G6:
@bfmtv
@aliseeane
@mfa_russia
@zakkenrollen
@cedricmas
@melende2000
@andreagerak
@prezydentpl
@sebghostrider
@gorchakov_fund

Top Tweeters in G7:
@b1e56df9ce6549f
@c_coolidge
@tian_a1
@oneindia
@bsindia
@nancysa45944060
@deccanherald
@yespunjab
@aymanfadel
@pearraider

Top Tweeters in G8:
@riyazulkhaliq
@rafiull20508685
@doitorface
@ranjhahafeez
@naumanayyub
@ghazalaabbasi6
@qamar_jiskani
@absabrana
@syedsalmanhaide
@shahwarsharif

Top Tweeters in G9:
@reuters
@huffpost
@washingtonpost
@nchatzinikolaou
@wsj
@politico
@tovimagr
@tvxs
@bbcworld
@cnngreece

Top Tweeters in G10:
@esbores
@canalesmatia
@egaona14
@itta76728784
@raulrojasg7
@tessyrj
@adrian_nunezs
@auroragarciaba2
@renevelascol
@jonas_555