panamapapers, Twitter, 2/6/2023 10:14:05 PM, 288747


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panamapapers_2023-02-06_14-00-01.xlsx
panamapapers_2023-02-06_14-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2023
Short Description:
panamapapers via NodeXL https://bit.ly/3juMZBv
@marieviennot
@panamapapers
@icijorg
@markaabyayala
@alohatotheworld
@telesurtv
@lci
@grosusai
@paschasebroet
@vonderleyen

Top hashtags:
#panamapapers
#lapaz
#bolivia
#santacruzbo
#bolivianos
#elalto
#racismo
#corrupcion

Description:
Description
The graph represents a network of 6,016 Twitter users whose recent tweets contained "panamapapers", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:07 UTC.

The tweets in the network were tweeted over the 2498-day, 21-hour, 57-minute period from Sunday, 03 April 2016 at 23:45 UTC to Sunday, 05 February 2023 at 21:43 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 6016
Unique Edges : 3938
Edges With Duplicates : 14054
Total Edges : 17992
Number of Edge Types : 9
Retweet : 3277
MentionsInRetweet : 5074
MentionsInReplyTo : 4489
Replies to : 1693
MentionsInQuoteReply : 1355
Quote : 520
Tweet : 859
Mentions : 463
MentionsInQuote : 262
Self-Loops : 1731
Reciprocated Vertex Pair Ratio : 0.019247704113725
Reciprocated Edge Ratio : 0.0377684522340163
Connected Components : 506
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 3669
Maximum Edges in a Connected Component : 13054
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.659793
Graph Density : 0.000223897260395112
Modularity : 0.445981
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,016 Twitter users whose recent tweets contained "panamapapers", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:07 UTC.

The tweets in the network were tweeted over the 2498-day, 21-hour, 57-minute period from Sunday, 03 April 2016 at 23:45 UTC to Sunday, 05 February 2023 at 21:43 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[118] https://www.bbc.com/urdu/world-38601645
[35] https://www.occrp.org/en/panamapapers/aliyev-mining-empire/
[27] https://youtu.be/gSR37ENTJt0
[23] https://panamapapers.sueddeutsche.de/articles/56eff9f22f17ab0f205e636a/
[22] https://twitter.com/MarKaAbyaYala/status/1609958709425328128
[18] https://twitter.com/MarKaAbyaYala/status/1608273857000923137
[17] https://www.occrp.org/en/panamapapers/people-of-azerbaijan-bail-out-failed-aliyev-mining-empire/
[15] https://twitter.com/MarKaAbyaYala/status/1608527754969976833
[14] https://www.occrp.org/en/panamapapers/azerbaijani-first-familys-hidden-wealth/
[13] https://twitter.com/beto55990049/status/1609049462667677697

Top URLs in Tweet in G1:
[4] https://twitter.com/Jayronimo77/status/1612867594964578305/photo/1
[3] https://www.radiofrance.fr/franceculture/podcasts/la-bulle-economique/ue-un-bond-en-arriere-pour-la-transparence-financiere-2073216
[2] https://www.lesechos.fr/economie-france/budget-fiscalite/impots-comment-les-scandales-de-montages-offshore-ont-permis-au-fisc-de-recuperer-des-millions-1899614
[1] https://www.electriccitymagazine.ca/france-the-panama-and-paradise-papers-brought-almost-200-million-to-the-tax-authorities/
[1] https://twitter.com/caillerare/status/1620383781851897856/photo/1
[1] https://twitter.com/FR_corruption/status/1618187709540884480
[1] https://twitter.com/FC_actu/status/1614232357501915136/photo/1
[1] https://twitter.com/marieviennot/status/1614231000418058240

Top URLs in Tweet in G2:
[22] https://twitter.com/MarKaAbyaYala/status/1609958709425328128
[18] https://twitter.com/MarKaAbyaYala/status/1608273857000923137
[15] https://twitter.com/MarKaAbyaYala/status/1608527754969976833
[13] https://twitter.com/beto55990049/status/1609049462667677697
[12] https://twitter.com/MarKaAbyaYala/status/1608253874330296320
[12] https://twitter.com/noeChaska/status/1608248576106459136
[11] https://twitter.com/MarKaAbyaYala/status/1608650291754467331
[10] https://twitter.com/MarKaAbyaYala/status/1611332826103795712
[9] https://twitter.com/MarKaAbyaYala/status/1608242555572953095
[9] https://twitter.com/MarKaAbyaYala/status/1610919011151220736

Top URLs in Tweet in G3:
[1] https://www.icij.org/investigations/pandora-papers/global-investigation-tax-havens-offshore/
[1] https://nymag.com/intelligencer/article/donald-trump-running-for-president-2024.html
[1] https://www.abc.net.au/news/2022-12-22/acma-four-corners-sarah-ferguson-fox/101799722
[1] https://twitter.com/KateKel01474544/status/1608596548405055489/photo/1
[1] https://twitter.com/KateKel01474544/status/1606035184788316170/photo/1
[1] https://twitter.com/AusCommenter/status/1610820678739197952

Top URLs in Tweet in G4:
[4] https://twitter.com/tmax201220121/status/1603707216523104258/photo/1
[4] https://twitter.com/ProfToujours/status/1609250067755728898/photo/1
[1] https://twitter.com/boujemaa_b/status/1611062651718668304/photo/1
[1] https://www.lalibre.be/international/europe/guerre-ukraine-russie/2023/02/02/un-milliard-deuros-detournes-une-maison-remplie-de-montres-et-une-collaboration-avec-la-russie-scandale-de-corruption-en-ukraine-S4MTS3EGMBFJVOATMKNL6ZVUPE/
[1] https://euractiv.fr/
[1] https://www.euractiv.fr/section/l-europe-dans-le-monde/news/court-of-auditors-unable-to-say-how-eu-money-was-spent-in-ukraine/
[1] https://lecourrier-du-soir.com/coup-de-theatre-en-ukraine-le-ministre-de-la-defense-cite-dans-un-scandale-de-corruption-portant-sur-326-millions-deuros/
[1] https://twitter.com/LCI/status/1620145749303369731/video/1
[1] https://www.tf1info.fr/international/en-direct-guerre-en-ukraine-russie-sebastien-lecornu-volodymyr-zelensky-moscou-atteindra-ses-objectifs-a-force-de-patience-assure-le-chef-de-la-diplomatie-serguei-lavrov-les-informations-de-ce-jeudi-29-decembre-2243312.html?utm_medium=Social&utm_source=Twitter&Echobox=1672296712#xtor=CS5-113
[1] https://twitter.com/LCI/status/1608358747079954432/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/luciedf94/status/1603979773679640576/photo/1
[3] https://twitter.com/EnterraorEl/status/1619348956672315394/photo/1
[2] http://www.itele.fr/economie/video/la-societe-generale-eclaboussee-par-le-scandale-des-panama-papers-160210
[2] https://twitter.com/itele/status/717480175139684352/photo/1
[2] https://twitter.com/guyverhofstadt/status/1618181843437883395/photo/1
[2] https://twitter.com/_walt_1/status/1605727651909586944/photo/1
[2] https://twitter.com/ThaDonCris/status/1614247290864078848/photo/1
[2] https://www.linkedin.com/posts/kopjesland_whistleblower-klokkenluider-kill-activity-6957944146384846848-KBns?utm_source=linkedin_share&utm_medium=member_desktop_web
[2] https://nashigroshi.org/2016/05/10/ukrajinski-ofshory-u-panama-papers/
[2] https://twitter.com/serg_vinn/status/729945742744358912/photo/1

Top URLs in Tweet in G6:
[4] https://twitter.com/LassoGuillermo/status/1620538209284521984/photo/1
[4] https://twitter.com/VillaFernando_/status/1611700419381583873/photo/1
[4] https://twitter.com/GruberZambrano/status/1618376444941570050/photo/1
[3] https://twitter.com/luiG80/status/1614296490049937410/photo/1
[3] https://twitter.com/BeingHuman721/status/1613633600712282112/photo/1
[3] https://twitter.com/FiscaliaEcuador/status/1620060933065408515/photo/1
[3] https://twitter.com/FiscaliaEcuador/status/1615408347317952513/photo/1
[2] https://twitter.com/LassoGuillermo/status/1617354994407333889/photo/1
[2] https://twitter.com/VillaFernando_/status/1618027153572139010/photo/1
[2] https://twitter.com/Galoecuador/status/1537862887338827776/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/MarcoRengel_Ec/status/1612844189913579520/photo/1
[1] https://offshoreleaks.icij.org/nodes/82017874
[1] https://twitter.com/MarcoRengel_Ec/status/1612839864017338369/photo/1

Top URLs in Tweet in G8:
[20] https://www.occrp.org/en/panamapapers/aliyev-mining-empire/
[16] https://www.occrp.org/en/panamapapers/people-of-azerbaijan-bail-out-failed-aliyev-mining-empire/
[3] https://www.occrp.org/en/panamapapers/azerbaijani-first-familys-hidden-wealth/
[2] https://www.occrp.org/en/the-pandora-papers/pandora-papers-reveal-offshore-holdings-of-ukrainian-president-and-his-inner-circle
[2] https://twitter.com/OCCRP/status/1506255526572834816/photo/1
[2] https://www.occrp.org/en/panamapapers/persons/ilhamaliyev/
[1] https://twitter.com/OCCRP/status/1488606845178683397
[1] https://twitter.com/ahairabe/status/1610768729914081280/photo/1
[1] https://www.theguardian.com/world/2018/apr/23/azerbaijan-children-of-president-linked-to-dubai-property-empire
[1] https://twitter.com/24hPujadas/status/1617939326137995277/video/1

Top URLs in Tweet in G9:
[9] http://toi.in/micron/redirect.html?str=sW-3ya/a24gk
[8] https://www.electriccitymagazine.ca/france-the-panama-and-paradise-papers-brought-almost-200-million-to-the-tax-authorities/
[6] https://palmoildetectives.com/2022/06/26/treespiracy/
[3] https://www.eventbrite.co.uk/e/screening-qa-behind-closed-doors-tickets-519793064047?aff=ebdsoporgprofile
[2] https://www.icij.org/donate/
[2] https://www.connectas.org/vuelven-los-panama-papers/
[1] https://panamapapers.sueddeutsche.de/articles/57021852a1bb8d3c3495b438/
[1] https://twitter.com/b_obermayer/status/1604596327773798401/photo/1
[1] https://twitter.com/ELLEJTN/status/1605256521893527554/photo/1
[1] https://twitter.com/ELLEJTN/status/1580081406944083969/photo/1

Top URLs in Tweet in G10:
[3] https://www.academia.edu/92234053/U_S_Sup_Ct_Ignores_Nano_Robotics_and_Estoppel_REOPEN_MY_CASES_Promissory_Estoppel_Steven_T_Williams_Pro_Se_
[3] https://www.academia.edu/72625672/_FEDERAL_QUESTIONS_APPENDIX_A_15_pg_SUPPLEMENTAL_BRIEF_RULE_15_8_HOMELESSNESS_A_HAZARDOUS_THREAT_TO_LIFE_JUDICIAL_REVIEW_OF_EXPERIMENTAL_NANO_BIOTECHNOLOGY_and_NANO_ROBOTICS_IN_SITU_DRUG_DELIVERY_A_PUBLIC_CONCERN_Williams_19_5405_U_S_S_CT_
[3] https://www.academia.edu/76842415/Appellate_Statement_of_the_Case_HIDDEN_Williams_20_451_2nd_Cir_Ct_
[1] https://twitter.com/RenHek4/status/1618698090541883392/photo/1
[1] https://twitter.com/RobertaAAvery/status/1619565374332338176/photo/1
[1] https://twitter.com/RobertaAAvery/status/1619593552769736706/photo/1
[1] https://twitter.com/wikileaks/status/1427929346262642688
[1] https://espace.library.uq.edu.au/view/UQ:d8909e6
[1] https://www.reuters.com/markets/commodities/panama-says-it-rejects-first-quantums-legal-proceedings-avoid-halting-operations-2022-12-30/?taid=63afab91fe01750001719242&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/Reuters/status/1609027879525924865/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1853] twitter.com
[120] bbc.com
[85] occrp.org
[46] sueddeutsche.de
[42] youtube.com
[36] youtu.be
[13] icij.org
[12] theguardian.com
[12] trib.al
[11] panamaviejaescuela.com

Top Domains in Tweet in G1:
[8] twitter.com
[3] radiofrance.fr
[2] lesechos.fr
[1] electriccitymagazine.ca

Top Domains in Tweet in G2:
[704] twitter.com
[10] com.bo
[5] facebook.com
[4] infobae.com
[3] unitel.bo
[2] rt.com
[2] youtube.com
[2] boliviandaily.com
[2] telesurtv.net
[1] ohchr.org

Top Domains in Tweet in G3:
[3] twitter.com
[1] icij.org
[1] nymag.com
[1] net.au

Top Domains in Tweet in G4:
[26] twitter.com
[3] tf1info.fr
[2] euractiv.fr
[1] lalibre.be
[1] lecourrier-du-soir.com

Top Domains in Tweet in G5:
[66] twitter.com
[5] tagesschau.de
[2] itele.fr
[2] linkedin.com
[2] nashigroshi.org
[2] informnapalm.org
[2] foreignpolicy.com
[2] po.st
[2] novethic.fr
[1] occrp.org

Top Domains in Tweet in G6:
[173] twitter.com
[1] oneworld-publications.com
[1] teleamazonas.com
[1] facebook.com
[1] elcomercio.com
[1] sueddeutsche.de
[1] systemli.org
[1] com.ec

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

Top Domains in Tweet in G8:
[46] occrp.org
[14] twitter.com
[1] theguardian.com
[1] declassifieduk.org
[1] lemkininstitute.com
[1] panamapapers.org

Top Domains in Tweet in G9:
[15] twitter.com
[9] toi.in
[8] electriccitymagazine.ca
[7] icij.org
[6] palmoildetectives.com
[3] co.uk
[2] spiegel.de
[2] youtube.com
[2] connectas.org
[1] sueddeutsche.de

Top Domains in Tweet in G10:
[9] academia.edu
[8] twitter.com
[1] edu.au
[1] reuters.com
[1] trib.al
[1] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2321] panamapapers
[598] lapaz
[584] bolivia
[575] santacruzbo
[574] bolivianos
[572] elalto
[569] racismo
[564] corrupcion
[528] beni
[514] cobija



Top Hashtags in Tweet in G1:
[16] pandorapapers
[9] panamapapers
[2] paradisepapers
[2] eu
[1] anticorveille
[1] reformesdesretraites
[1] ukraine
[1] zélinsky
[1] pfizergate
[1] mckinseygate

Top Hashtags in Tweet in G2:
[598] lapaz
[584] bolivia
[575] santacruzbo
[574] bolivianos
[572] elalto
[569] racismo
[558] corrupcion
[542] panamapapers
[528] beni
[514] cobija

Top Hashtags in Tweet in G3:
[19] auspol
[9] panamapapers
[2] moneylaundering
[2] pengana
[2] auspoll
[1] haraamkhor
[1] nawazsharif
[1] pmlncorrupt
[1] pmlnthieves
[1] pandorapapers

Top Hashtags in Tweet in G4:
[161] panamapapers
[143] zelensky
[133] ukraine
[17] lescouillesenor
[17] macrondanslepétrin
[17] notredamedeparis
[17] pfizer
[17] mckinsey
[13] zelinsky
[8] zélinsky

Top Hashtags in Tweet in G5:
[75] panamapapers
[20] ukraine
[8] pandorapapers
[6] legacyoffraud
[5] ftx
[4] congress
[3] korruption
[3] corruption
[3] fraudefiscale
[3] selenskyj

Top Hashtags in Tweet in G6:
[65] elgranpadrino
[54] casodanubio
[49] panamapapers
[42] 7vecessi
[39] pandorapapers
[32] ecuador
[30] panamápapers
[30] 8vecesno
[26] sicarios
[19] urgente

Top Hashtags in Tweet in G7:
[183] elgranpadrino
[182] panamapapers
[182] pandorapapers
[174] lasso
[10] paradisepapers
[1] danilocarrera

Top Hashtags in Tweet in G8:
[108] artsakhblockade
[20] sanctionazerbaijan
[19] stopartsakhblockade
[10] panamapapers
[4] stopaliyev
[4] corruption
[4] ukraine
[4] zelensky
[3] azerbaijanilaundromat
[2] pandorapapers

Top Hashtags in Tweet in G9:
[140] panamapapers
[47] corruption
[46] deforestation
[46] crime
[18] pandorapapers
[17] uberfiles
[16] hiring
[15] paradisepapers
[6] palmoil
[6] podcast

Top Hashtags in Tweet in G10:
[14] panamapapers
[1] massiveparallelinfection
[1] afghanistan
[1] bitcoin
[1] digitalrupee
[1] centralbankdigitalcurrencies
[1] centralbankofkuwait
[1] rbi
[1] banksslouting
[1] cliopetra

Top Words
Top Words in Tweet in Entire Graph:
[2323] #panamapapers
[964] public
[958] grand
[955] l'accès
[954] sociétés
[952] registre
[951] fermeture
[951] retour
[951] effectifs
[950] bénéficiaires

Top Words in Tweet in G1:
[940] l'accès
[940] effectifs
[940] public
[939] marieviennot
[939] grand
[939] bénéficiaires
[939] retour
[939] registre
[939] sociétés
[939] fermeture

Top Words in Tweet in G2:
[599] #lapaz
[584] #bolivia
[576] #santacruzbo
[575] #bolivianos
[573] #elalto
[570] #racismo
[559] #corrupcion
[543] #panamapapers
[529] #beni
[515] #cobija

Top Words in Tweet in G3:
[305] auscommenter
[287] remember
[286] world
[285] panama
[285] anyone
[285] came
[285] papers
[285] part
[285] revealed
[285] people

Top Words in Tweet in G4:
[235] blanc
[161] #panamapapers
[143] #zelensky
[143] lci
[128] yvespdb
[125] #ukraine
[125] corruption
[124] plus
[118] mais
[118] débat

Top Words in Tweet in G5:
[75] #panamapapers
[43] ukraine
[38] zelenskyyua
[32] die
[23] panamapapers
[20] #ukraine
[14] tagesschau
[13] emmanuelmacron
[10] panama
[10] corruption

Top Words in Tweet in G6:
[65] #elgranpadrino
[55] lassoguillermo
[54] #casodanubio
[50] #panamapapers
[48] panamapapers
[44] cara
[43] ver
[42] #7vecessi
[39] fueron
[39] #pandorapapers

Top Words in Tweet in G7:
[183] #elgranpadrino
[182] #pandorapapers
[182] #panamapapers
[175] offshore
[174] #lasso
[173] investigaciones
[173] malenas
[172] patynunezrch
[172] famili
[10] #paradisepapers

Top Words in Tweet in G8:
[138] nmatini
[124] mining
[108] #artsakhblockade
[108] support
[107] ecology
[107] keep
[107] natural
[107] genocidal
[107] talking
[107] azerbaijanis

Top Words in Tweet in G9:
[140] #panamapapers
[85] icijorg
[47] #corruption
[46] brands
[46] #crime
[46] occurs
[46] exposed
[46] #deforestation
[46] against
[46] background

Top Words in Tweet in G10:
[15] 19
[14] #panamapapers
[8] ukraine
[6] reuters
[6] nano
[6] robotics
[6] zelinsky
[5] russia
[5] europe
[4] ruedaungier

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[951] grand,public
[950] registre,bénéficiaires
[950] public,l'accès
[950] discrète,fermeture
[950] fermeture,grand
[950] bénéficiaires,effectifs
[950] effectifs,sociétés
[950] retour,discrète
[950] l'accès,registre
[948] sociétés,franc

Top Word Pairs in Tweet in G1:
[939] discrète,fermeture
[939] effectifs,sociétés
[939] retour,discrète
[939] public,l'accès
[939] fermeture,grand
[939] grand,public
[939] bénéficiaires,effectifs
[939] l'accès,registre
[939] registre,bénéficiaires
[937] marieviennot,retour

Top Word Pairs in Tweet in G2:
[574] #santacruzbo,#bolivianos
[572] #lapaz,#elalto
[570] #bolivianos,#lapaz
[570] #elalto,#racismo
[554] #racismo,#corrupcion
[528] #panamapapers,#beni
[525] #corrupcion,#panamapapers
[515] #beni,#cobija
[486] #cobija,#chuquisaca
[459] #chuquisaca,#sucre

Top Word Pairs in Tweet in G3:
[285] revealed,rich
[285] came,revealed
[285] panama,papers
[285] anyone,remember
[285] papers,came
[285] people,world
[285] rich,people
[285] world,part
[285] remember,panama
[284] auscommenter,anyone

Top Word Pairs in Tweet in G4:
[118] corruption,#ukraine
[117] blanc,blanc
[117] lci,débat
[117] mais,personne
[117] lave,plus
[117] blanc,mais
[117] #ukraine,#zelensky
[117] plus,blanc
[117] rappelle,#panamapapers
[117] #zelensky,lave

Top Word Pairs in Tweet in G5:
[9] panama,papers
[8] société,générale
[7] die,ukraine
[6] scandale,#panamapapers
[6] #pandorapapers,#panamapapers
[6] #panamapapers,#ukraine
[4] papers,#panamapapers
[4] zelenskyyua,potus
[4] galiaackerman,journaliste
[4] éclaboussée,par

Top Word Pairs in Tweet in G6:
[53] #casodanubio,#elgranpadrino
[40] ver,cara
[39] engañaron,#7vecessi
[39] cara,engañaron
[38] dejes,ver
[33] panamapapers,pandorapapers
[30] fueron,100
[30] 100,minutos
[29] #7vecessi,fueron
[28] pandorapapers,#casodanubio

Top Word Pairs in Tweet in G7:
[173] #elgranpadrino,investigaciones
[173] malenas,offshore
[173] #panamapapers,#pandorapapers
[173] investigaciones,#panamapapers
[173] offshore,#lasso
[173] #pandorapapers,malenas
[172] patynunezrch,#elgranpadrino
[172] #lasso,famili
[9] #panamapapers,abril
[9] #elgranpadrino,enero

Top Word Pairs in Tweet in G8:
[107] mining,ecology
[107] genocidal,#artsakhblockade
[107] keep,talking
[107] ecology,natural
[107] support,genocidal
[107] azerbaijanis,support
[107] #artsakhblockade,keep
[107] talking,mining
[107] natural,resources
[106] nmatini,azerbaijanis

Top Word Pairs in Tweet in G9:
[50] #panamapapers,icijorg
[46] occurs,against
[46] background,#crime
[46] exposed,#panamapapers
[46] #deforestation,occurs
[46] #crime,#corruption
[46] #corruption,exposed
[46] against,background
[46] icijorg,brands
[18] brands,cp

Top Word Pairs in Tweet in G10:
[6] nano,robotics
[4] #panamapapers,zelinsky
[3] news,media
[3] reopen,cases
[3] 19,5405
[3] ignores,nano
[3] appellate,statement
[3] 6565,please
[3] 19,6227
[3] 15pg,appellate

Top Replied-To
Top Replied-To in Entire Graph:
@ingridl58530875
@ladataec
@luisfercamachov
@welt
@evoespueblo
@luislaz83015139
@markaabyayala
@bfmtv
@poetachebonilla
@melnykandrij

Top Replied-To in G1:
@fc_actu

Top Replied-To in G2:
@ingridl58530875
@luisfercamachov
@evoespueblo
@luislaz83015139
@markaabyayala
@soyuncocodrilos
@elinforman_t
@silvana43225874
@maaguilerasc
@larazon_bolivia

Top Replied-To in G3:
@turnbullmalcolm
@arshadkhil
@abidsherali

Top Replied-To in G4:
@dariusrochebin
@lci
@rglucks1
@omerta_officiel
@yvespdb
@pajuanico
@filfrance
@vercellonepier1
@greubelinux
@yaelbraunpivet

Top Replied-To in G5:
@tagesschau
@zelenskyyua
@tagesthemen
@cnews
@vassiligolod
@welt
@bpartisans
@galiaackerman
@bosch_polforsch
@matze2001

Top Replied-To in G6:
@ladataec
@villafernando_
@feramosa
@lassoguillermo
@consultaec2023
@envozaltaec
@luig80
@radiomorena640
@caricaturasbeto
@lahistoriaec

Top Replied-To in G8:
@lemkininstitute
@ancuk_org
@qwerty14117587
@fdevedjian
@fuserlimon
@zaur_fikret
@24hpujadas
@powerusaid
@nmatini
@ggreenwald

Top Replied-To in G9:
@taygainfo
@gudkov_g
@citarocapacity2
@derspiegel

Top Replied-To in G10:
@robertaaavery
@reuters
@cnnbrasil
@steventalbertw1
@ruedaungier
@renhek4
@leonidragozin
@mysticmack7
@erikainparis8
@splendid_pete

Top Mentioned
Top Mentioned in Entire Graph:
@marieviennot
@auscommenter
@markaabyayala
@evoespueblo
@patynunezrch
@lci
@luisfercamachov
@nmatini
@yvespdb
@2kazmi

Top Mentioned in G1:
@marieviennot
@anticor_org
@jayronimo77
@maskloff
@rylegerard
@caillerare
@franceculture
@icijorg
@lesoir

Top Mentioned in G2:
@markaabyayala
@evoespueblo
@luisfercamachov
@ingridl58530875
@llamerosolo
@melita_malita
@bolivialibrenow
@elinforman_t
@luchoxbolivia
@telesurtv

Top Mentioned in G3:
@auscommenter
@turnbullmalcolm
@paktyaw4l
@imrankhanpti
@abidsherali
@katekel01474544
@djmer1

Top Mentioned in G4:
@lci
@yvespdb
@maskloff
@boujemaa_b
@omerta_officiel
@r_stefanchuk
@dariusrochebin
@ruthelkrief
@ju_arnaud
@a_j_dallas

Top Mentioned in G5:
@zelenskyyua
@emmanuelmacron
@tagesschau
@potus
@tagesthemen
@makeiev
@bpartisans
@general_pavel
@wdraktuell
@weltspiegel_ard

Top Mentioned in G6:
@lassoguillermo
@panamapapers
@pandorapapers
@tiemporealec
@asambleaecuador
@ladataec
@justiciaan
@ppsesa
@luig80
@dianasalazarm2

Top Mentioned in G7:
@patynunezrch
@marcorengel_ec

Top Mentioned in G8:
@nmatini
@vonderleyen
@ahairabe
@occrp
@thegrigoryan
@bbchardtalk
@stephensackur
@devedjian
@avucic
@ediramaal

Top Mentioned in G9:
@icijorg
@awkward_1110
@palmoildetect
@f_obermaier
@thestandardpod
@timesofindia
@rylegerard
@cp_news

Top Mentioned in G10:
@reuters
@ruedaungier
@politico
@romulusmaya
@hypertessai
@gavintobin
@realscottritter
@adamkinzinger
@barackobama
@sensanders

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@lennaleprena
@cleosagas1
@telesurtv
@m2bliquis
@yarosisnancy
@_redfrog
@notimxm
@mohitsmartlove
@bliadhnaichean

Top Tweeters in G1:
@_redfrog
@loudl
@lau68951920
@libertaire10
@pouceopposable
@lapin47
@bbddpp
@basile061
@cvassiviere
@domjdom

Top Tweeters in G2:
@telesurtv
@infobae
@reporteya
@ejutv
@lavanguardia
@abc_es
@larazon_es
@bbcnews
@bbcmundo
@cnnee

Top Tweeters in G3:
@jurylady5
@lennaleprena
@minhkular
@yathinkn
@sallyrmelb
@blanketcrap
@fehowarth
@wavetop
@thebigship
@jaquix173

Top Tweeters in G4:
@radiolondres6
@rosyjour
@yvespdb
@william85837998
@patureaumarie
@greubelinux
@proftoujours
@coolise
@nouveau_papy
@zoreil1945

Top Tweeters in G5:
@thalassa2008
@lesechos
@fleuravr
@bild
@cnews
@falliveneedward
@tagesschau
@sigaud3
@tiennetienne2
@bzberlin

Top Tweeters in G6:
@actualidadrt
@ecuabot
@juanlmera
@ntn24
@eluniversocom
@teleamazonasec
@lahoraecuador
@ramedugonzalez
@creatrabajos
@elcomerciocom

Top Tweeters in G7:
@barreirodr
@vasconeziv
@ismaelgonzale99
@franksuarezf
@ninesterling
@salazar110111
@madalgui
@cueva_tapia
@argr081958
@teremosquera

Top Tweeters in G8:
@guzlomi
@aontaithe2021
@til1988
@whitney_barbra
@hdebonnevolonte
@dixie202021
@soso13390
@akmazhu
@corruptpunjab
@danielllerandi

Top Tweeters in G9:
@yarosisnancy
@awkward_1110
@timesofindia
@_pehicc
@patrici04278024
@ricardo_ik_ahau
@yuikuzoo
@silviofratini
@jobsviatweet
@harmonyis1

Top Tweeters in G10:
@thehill
@reuters
@huffpost
@washingtonpost
@nchatzinikolaou
@wsj
@tovimagr
@tvxs
@politico
@bbcworld