panamapapers, Twitter, 8/16/2021 8:08:01 PM, 260326


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panamapapers_2021-08-16_13-02-09.xlsx
panamapapers_2021-08-16_13-02-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2021
Short Description:
panamapapers via NodeXL https://bit.ly/3ARMODj
@neo4j
@rylegerard
@icijorg
@naomi_fowler
@concern57866849
@laeulogiatapia
@westcoastwood
@mcaruanagalizia
@riellodecba
@irihauser

Top hashtags:
#panamapapers
#graphdatabase
#vancouver
#paradisepapers
#offshoreleaks

Description:
Description
The graph represents a network of 1,427 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, 16 August 2021 at 20:04 UTC.

The requested start date was Monday, 16 August 2021 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, 21-hour, 7-minute period from Monday, 02 August 2021 at 00:58 UTC to Sunday, 15 August 2021 at 22:05 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 : 1427
Unique Edges : 770
Edges With Duplicates : 2283
Total Edges : 3053
Number of Edge Types : 5
Retweet : 819
MentionsInRetweet : 1217
Replies to : 139
Mentions : 764
Tweet : 114
Self-Loops : 141
Reciprocated Vertex Pair Ratio : 0.00694883133291219
Reciprocated Edge Ratio : 0.013801756587202
Connected Components : 165
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 613
Maximum Edges in a Connected Component : 1364
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.432947
Graph Density : 0.000783330106314702
Modularity : 0.508439
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,427 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, 16 August 2021 at 20:04 UTC.

The requested start date was Monday, 16 August 2021 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, 21-hour, 7-minute period from Monday, 02 August 2021 at 00:58 UTC to Sunday, 15 August 2021 at 22:05 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:
[55] https://timesofmalta.com/articles/view/assistant-police-chief-ian-abdilla-suspended.891043
[13] https://twitter.com/TheTimesofMalta/status/1424229315521224707
[8] https://www.bbc.com/urdu/world-38601645
[4] https://twitter.com/KamilWojnowski7/status/1424759446945861638
[3] https://panamapapers.org/
[3] https://expansion.mx/nacional/2016/04/05/los-11-mexicanos-de-panamapapers
[3] https://twitter.com/jorhurt/status/1424494485149528068
[3] https://ruanofaxas.com/2012/04/16/tiene-toda-la-razon-del-mundo-vargas-llosa-cuando-dice-el-intelectual-solo-interesa-si-sigue-el-juego-de-moda-y-se-vuelve-un-bufon-tambien-es-verdad-que-existen-brillantes-intelect/?fbclid=IwAR1Taknrc_mRJeFtxfW05FkvOB2cP2Supa7LfZS_HsRyJSRq9_7vvKgbs0o
[2] https://www.bbc.com/news/world-europe-58012903
[2] https://twitter.com/neo4j/status/1314024715585871873

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1314024715585871873
[1] https://twitter.com/neo4j/status/1314024715585871873

Top URLs in Tweet in G2:
[2] https://offshoreleaks.icij.org/nodes/32000236
[2] https://latinus.us/2021/05/06/empresa-florencia-serrania-no-cubrio-requisitos-contratista-metro-2017/
[1] https://timesofmalta.com/articles/view/assistant-police-chief-ian-abdilla-suspended.891043
[1] https://www.icij.org/investigations/panama-papers/malta-responsible-for-assassination-of-journalist-daphne-caruana-galizia-inquiry-finds/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/donate/
[1] https://www.icij.org/investigations/panama-papers/?utm_content=buffer18651&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/about/work-with-us/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter#socialmedia
[1] https://www.courrierinternational.com/une/enquete-malte-letat-tenu-responsable-du-meurtre-de-la-journaliste-daphne-caruana-galizia
[1] https://offshoreleaks.icij.org/nodes/11003326
[1] https://offshoreleaks.icij.org/nodes/11003869

Top URLs in Tweet in G3:
[54] https://timesofmalta.com/articles/view/assistant-police-chief-ian-abdilla-suspended.891043
[12] https://twitter.com/TheTimesofMalta/status/1424229315521224707
[2] https://www.bbc.com/news/world-europe-58012903
[1] https://mnetax.com/panama-papers-luxembourg-court-confirms-tax-agencys-authority-to-request-information-from-lawyers-45323
[1] https://twitter.com/TheTimesofMalta/status/1422479716158746643
[1] https://twitter.com/mcaruanagalizia/status/1422509459159531520
[1] https://www.newsbook.com.mt/artikli/2019/06/30/they-killed-my-mother-but-they-will-not-stop-me-matthew-caruana-galizia/?lang=en
[1] https://www.miamiherald.com/news/local/article253219913.html
[1] https://paper.li/oliviaptallet/1404024576?edition_id=cd352f00-f522-11eb-a4b6-fa163e65ae25
[1] https://www.dailypioneer.com/2021/page1/india---s----panama-papers----on-shell-firms--tax-loopholes-gather-dust.html

Top URLs in Tweet in G4:
[2] https://www.newjerseyemploymentattorneysblog.com/smith-nephew-pay-22m-fine-greek-bribery/
[1] https://www.greeceinvestorguide.com/insights/interviews/united-states-ready-to-stand-by-greece-in-recovery-from-pandemic/
[1] https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=67969
[1] https://www.youtube.com/watch?v=K5rtIRHnRSI

[1] https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=178300
[1] https://www.icij.org/investigations/implant-files/medtech-giant-pushes-boundaries-as-casualties-mount-and-sales-soar/

Top URLs in Tweet in G7:
[1] https://www.pagina12.com.ar/298980-panama-papers-la-igj-denuncio-un-fallo-amanado-para-salvar-a
[1] https://www.pagina12.com.ar/359263-el-otro-yo-de-mauricio-macri-el-poder-total-que-le-firmo-a-p

Top URLs in Tweet in G8:
[2] https://revistacrisis.com.ar/notas/la-transfugueada-de-los-ceos
[1] https://www.protos.com/tether-bitfinex-nyag-settlement-documents-expected-may/
[1] https://twitter.com/alexapo1980/status/1422487823446315015
[1] https://twitter.com/kalycho/status/1422569885239029765
[1] https://twitter.com/ReporterOG/status/1422550030943129613
[1] https://www.ndtv.com/photos/entertainment/kajols-birthday-prep-included-a-salon-date-with-daughter-nysa-100322
[1] https://twitter.com/Ashok_Kashmir/status/1423282733371908099
[1] https://twitter.com/theathleticuk/status/1423343471478378501
[1] https://twitter.com/RizwanYahya/status/1423337092411805699
[1] https://www.ft.com/content/9d92c4d7-2c62-462d-9f31-36d35ca9fbf0

Top URLs in Tweet in G9:
[1] https://biv.com/article/2021/08/vancouver-central-sophisticated-global-pump-and-dump-scheme-fbi
[1] https://www.theguardian.com/news/2017/nov/05/justin-trudeau-adviser-stephen-bronfman-offshore-paradise-papers

Top URLs in Tweet in G10:
[1] https://twitter.com/eldestapeweb/status/1425800805907587078

Top Domains
Top Domains in Tweet in Entire Graph:
[91] twitter.com
[55] timesofmalta.com
[28] icij.org
[11] bbc.com
[4] com.ar
[3] theguardian.com
[3] panamapapers.org
[3] youtube.com
[3] expansion.mx
[3] ruanofaxas.com

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

Top Domains in Tweet in G2:
[23] icij.org
[7] twitter.com
[2] com.mx
[2] youtube.com
[2] latinus.us
[1] timesofmalta.com
[1] courrierinternational.com
[1] levels.pioneer
[1] lasillarota.com
[1] contralacorrupcion.mx

Top Domains in Tweet in G3:
[54] timesofmalta.com
[14] twitter.com
[2] bbc.com
[1] mnetax.com
[1] com.mt
[1] miamiherald.com
[1] paper.li
[1] dailypioneer.com

Top Domains in Tweet in G4:
[2] fda.gov
[2] newjerseyemploymentattorneysblog.com
[1] greeceinvestorguide.com
[1] youtube.com
[1] icij.org

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

Top Domains in Tweet in G8:
[18] twitter.com
[2] nakedcapitalism.com
[2] com.ar
[2] theguardian.com
[1] protos.com
[1] ndtv.com
[1] ft.com
[1] investigativecenters.org
[1] leparisien.fr
[1] icij.org

Top Domains in Tweet in G9:
[1] biv.com
[1] theguardian.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[824] panamapapers
[244] graphdatabase
[30] vancouver
[24] paradisepapers
[20] offshoreleaks
[19] bahamasleaks
[18] fincenfiles
[16] macri
[13] corruption
[11] pakistan



Top Hashtags in Tweet in G1:
[244] panamapapers
[243] graphdatabase
[1] muds
[1] graphs
[1] learning

Top Hashtags in Tweet in G2:
[139] panamapapers
[19] offshoreleaks
[19] bahamasleaks
[9] fincenfiles
[7] hiring
[5] cdmx
[3] linea12
[3] pemex
[2] amlo
[2] oceanografia

Top Hashtags in Tweet in G3:
[128] panamapapers
[10] corruption
[5] daphnecaruanagalizia
[3] desaipapers
[2] justicefordaphne
[2] malta
[2] daphne
[1] vancouver
[1] invicta
[1] inquiry

Top Hashtags in Tweet in G4:
[6] massiveparallelinfection
[1] panosbmusicplaylist

Top Hashtags in Tweet in G5:
[4] panamapapers
[2] qatarigovtstamps
[1] corruption
[1] saifurrehman
[1] qatar
[1] corruptcircusshariffamily
[1] rescueletters

Top Hashtags in Tweet in G7:
[14] macri
[3] panamapapers
[1] pandillaenfuga
[1] panamã¡papers

Top Hashtags in Tweet in G8:
[36] panamapapers
[3] paradisepapers
[3] argentina
[3] caba
[3] costanerasur
[2] namanwakil
[2] vinculado
[2] cuã±ados
[2] mg
[2] carlososorio

Top Hashtags in Tweet in G9:
[29] vancouver
[9] panamapapers
[3] cypriotbanks
[3] paradisepapers
[3] canadaiscorrupt
[2] taxevasion
[2] offshoreaccounts
[1] pumpanddump
[1] bcpoli
[1] cdnpoli

Top Hashtags in Tweet in G10:
[3] panamapapers

Top Words
Top Words in Tweet in Entire Graph:
[817] #panamapapers
[247] try
[246] today
[245] neo4j
[245] something
[245] explore
[245] data
[244] #graphdatabase
[244] sandbox
[244] started

Top Words in Tweet in G1:
[244] neo4j
[244] explore
[244] #panamapapers
[243] #graphdatabase
[243] sandbox
[242] try
[242] something
[242] today
[242] data
[242] set

Top Words in Tweet in G2:
[156] icijorg
[139] #panamapapers
[114] former
[111] over
[109] malta's
[109] head
[109] economic
[109] crimes
[109] widely
[109] criticized

Top Words in Tweet in G3:
[125] #panamapapers
[66] malta's
[65] rylegerard
[54] assistant
[54] police
[54] chief
[54] suspended
[54] fallout
[54] continues
[25] mcaruanagalizia

Top Words in Tweet in G4:
[154] î
[31] joebiden
[31] barackobama
[31] sensanders
[31] politico
[31] washingtonpost
[31] wsj
[31] reuters
[31] usembassyathens
[31] nchatzinikolaou

Top Words in Tweet in G5:
[4] #panamapapers
[2] potus
[2] justintrudeau
[2] #qatarigovtstamps
[2] don
[2] taxes

Top Words in Tweet in G6:
[3] sumercen
[3] bolichoro
[3] franjav125
[3] caricaturasniso
[3] 3ls0ld4d0r0j0
[3] mirafloresel
[3] rescatatukgdef1
[3] leon087770274
[2] mildred37340281
[2] riegop

Top Words in Tweet in G7:
[47] judicial
[41] simã
[34] macri
[34] poder
[31] gran
[31] informe
[31] irihauser
[31] amplio
[31] administrativo
[31] dio

Top Words in Tweet in G8:
[35] #panamapapers
[6] papers
[5] panama
[4] escandalizó
[3] ψ
[3] #paradisepapers
[3] lp
[3] war
[3] #argentina
[3] #caba

Top Words in Tweet in G9:
[29] dont
[29] shock
[29] anyone
[29] fbi
[29] come
[29] knocking
[29] doors
[29] number
[29] #vancouver
[29] based

Top Words in Tweet in G10:
[3] #panamapapers
[2] cnnee
[2] clarincom
[2] vtolosapaz
[2] offshore

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[244] explore,#panamapapers
[244] #graphdatabase,sandbox
[243] try,something
[243] something,today
[243] today,explore
[243] #panamapapers,data
[243] data,set
[243] set,#graphdatabase
[243] sandbox,easy
[242] neo4j,try

Top Word Pairs in Tweet in G1:
[243] explore,#panamapapers
[243] #graphdatabase,sandbox
[242] try,something
[242] something,today
[242] today,explore
[242] #panamapapers,data
[242] data,set
[242] set,#graphdatabase
[242] sandbox,easy
[241] neo4j,try

Top Word Pairs in Tweet in G2:
[109] malta's,former
[109] former,head
[109] head,economic
[109] economic,crimes
[109] crimes,widely
[109] widely,criticized
[109] criticized,inaction
[109] inaction,over
[109] over,#panamapapers
[109] #panamapapers,revelations

Top Word Pairs in Tweet in G3:
[54] malta's,assistant
[54] assistant,police
[54] police,chief
[54] chief,suspended
[54] suspended,fallout
[54] fallout,#panamapapers
[54] #panamapapers,continues
[53] rylegerard,malta's
[24] more,five
[24] five,years

Top Word Pairs in Tweet in G4:
[111] î,î
[31] joebiden,barackobama
[31] barackobama,sensanders
[31] sensanders,politico
[31] politico,washingtonpost
[31] washingtonpost,wsj
[31] wsj,reuters
[31] reuters,usembassyathens
[31] usembassyathens,nchatzinikolaou
[24] tomstrong6,joebiden

Top Word Pairs in Tweet in G6:
[3] sumercen,bolichoro
[3] bolichoro,franjav125
[3] franjav125,caricaturasniso
[3] caricaturasniso,3ls0ld4d0r0j0
[3] 3ls0ld4d0r0j0,mirafloresel
[3] mirafloresel,rescatatukgdef1
[3] rescatatukgdef1,leon087770274
[2] mildred37340281,sumercen
[2] leon087770274,riegop

Top Word Pairs in Tweet in G7:
[31] gran,informe
[31] informe,irihauser
[31] irihauser,amplio
[31] amplio,poder
[31] poder,judicial
[31] judicial,administrativo
[31] administrativo,dio
[31] dio,macri
[31] macri,rodriguez
[30] âœ,gran

Top Word Pairs in Tweet in G8:
[5] panama,papers
[3] #argentina,#caba
[3] #caba,#costanerasur
[3] #costanerasur,#panamapapers
[3] sé,escandalizó
[2] tal,cual
[2] cual,empresario
[2] empresario,#namanwakil
[2] #namanwakil,estã
[2] estã,#vinculado

Top Word Pairs in Tweet in G9:
[29] dont,shock
[29] shock,anyone
[29] anyone,fbi
[29] fbi,come
[29] come,knocking
[29] knocking,doors
[29] doors,number
[29] number,#vancouver
[29] #vancouver,based
[29] based,penny

Top Word Pairs in Tweet in G10:
[2] offshore,#panamapapers

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@halconada
@ravecozenshardy
@oscarprime
@kaisiefke
@ericgarland
@imrankhanpti
@anisatist
@leone1880
@aegon555

Top Replied-To in G1:
@neo4j

Top Replied-To in G2:
@simonlevymx
@santiagomayer_

Top Replied-To in G3:
@b_obermayer

Top Replied-To in G4:
@joebiden

Top Replied-To in G5:
@realdonaldtrump
@authenticcanuck
@potus

Top Replied-To in G6:
@sumercen

Top Replied-To in G9:
@ericgarland
@catschocolates
@pmalgunas

Top Replied-To in G10:
@nataliacaro_ok
@ferraverta

Top Mentioned
Top Mentioned in Entire Graph:
@neo4j
@icijorg
@rylegerard
@barackobama
@sensanders
@politico
@washingtonpost
@wsj
@reuters
@usembassyathens

Top Mentioned in G1:
@neo4j
@mesirii
@starbuxman
@emileifrem

Top Mentioned in G2:
@icijorg
@claudiashein
@attac_fr
@gobcdmx
@proceso
@corrupc1on
@thetimesofmalta
@aristeguicnn
@lopezobrador_
@ppmerlno

Top Mentioned in G3:
@rylegerard
@mcaruanagalizia
@icijorg
@mandymallia
@repubblikamt
@rhpsia
@naomi_fowler
@westcoastwood
@josephmuscat_jm
@maltagov

Top Mentioned in G4:
@barackobama
@sensanders
@politico
@washingtonpost
@wsj
@reuters
@usembassyathens
@nchatzinikolaou
@tomstrong6
@joebiden

Top Mentioned in G5:
@justintrudeau
@officialdgispr
@potus
@vp
@usambun
@borisjohnson
@jeremycorbyn
@sadiqkhan
@kingsalman
@rterdogan

Top Mentioned in G6:
@bolichoro
@franjav125
@caricaturasniso
@3ls0ld4d0r0j0
@mirafloresel
@rescatatukgdef1
@leon087770274
@mildred37340281
@sumercen
@riegop

Top Mentioned in G7:
@irihauser
@riellodecba
@leandrobusatto
@fvallejoss
@icijorg

Top Mentioned in G8:
@escualidodosmil
@amaltheafound

Top Mentioned in G9:
@westcoastwood
@ericgarland
@jaricadavis
@hunterjcullen
@leesgirl9
@mtnbvan
@catschocolates
@icijorg

Top Mentioned in G10:
@cnnee
@clarincom
@vtolosapaz
@nytimeses
@bbcmundo
@xhespanol
@actualidadrt
@telesurtv
@elpais_inter
@elmundoes

Top Tweeters
Top Tweeters in Entire Graph:
@telesurtv
@pparzival
@esterlinalanzi
@lucioquincioc
@daily_express
@ary_antipt
@sandradunn1955
@mulher_noticia
@b1e56df9ce6549f
@johnjoechad

Top Tweeters in G1:
@ary_antipt
@18akgoyal
@edgardogarciasa
@alanlsg
@masterprogram1
@nensoniuch
@wong52
@digitaldecoded1
@gustavoipadilla
@vesperuk

Top Tweeters in G2:
@sandradunn1955
@79topper
@theresamax
@reagancbrown
@lllwry
@joanisparkles
@bethsinniresist
@cherokeenative3
@deesbarbara
@kimpy123

Top Tweeters in G3:
@mulher_noticia
@johnjoechad
@sin_pepitas_
@justmebeingme4
@evolvedpeasant
@sasyecat
@fagankara
@nicebastard
@salami
@theflowernurse

Top Tweeters in G4:
@reuters
@huffpost
@aharemboysaga
@washingtonpost
@nchatzinikolaou
@politico
@wsj
@tovimagr
@bbcworld
@tvxs

Top Tweeters in G5:
@ajenglish
@hrw
@democracynow
@mfa_russia
@realdonaldtrump
@sadiqkhan
@thecaravanindia
@hi_canada_rocks
@ranaayyub
@justintrudeau

Top Tweeters in G6:
@ojovene
@jcy126kerubin
@chavista_alegre
@rluis60
@rosaurabonita
@hus07777781
@asktomandrake
@wilfredonc
@giovannipetri2
@fredypm

Top Tweeters in G7:
@mumimumi09
@diegoahumado
@sanzio_rafa
@laeulogiatapia
@cosmicopepino
@chuchio_2009
@hernanlorefice
@sayacristina
@garbeabeatriz
@gerardo71984563

Top Tweeters in G8:
@fmlaoportunidad
@fernandacamino
@escualidodosmil
@sensible56
@virgi2806
@sir_vibgoyr
@ianbeckett
@bigsister
@charlydelsur
@raja_affindi

Top Tweeters in G9:
@avonan
@mtnbvan
@kirkmurphy
@vanstreetdog
@hunterjcullen
@djsandwiches
@leesgirl9
@evasiu21
@ericgarland
@beachsnob

Top Tweeters in G10:
@telesurtv
@infobae
@actualidadrt
@clarincom
@bbcmundo
@elmundoes
@cnnee
@elpaisuy
@perfilcom
@bigbangnw


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