panamapapers, Twitter, 2/13/2023 10:14:28 PM, 289382


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panamapapers_2023-02-13_14-00-01.xlsx
panamapapers_2023-02-13_14-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2023
Short Description:
panamapapers via NodeXL https://bit.ly/3IkYN2N
@panamapapers
@marieviennot
@icijorg
@alohatotheworld
@telesurtv
@markaabyayala
@paschasebroet
@zelenskyyua
@joel_de_sinope
@lci

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

Description:
Description
The graph represents a network of 6,093 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:06 UTC.

The tweets in the network were tweeted over the 2505-day, 17-hour, 52-minute period from Monday, 04 April 2016 at 06:01 UTC to Sunday, 12 February 2023 at 23:54 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 : 6093
Unique Edges : 4021
Edges With Duplicates : 14008
Total Edges : 18029
Number of Edge Types : 9
MentionsInReplyTo : 4652
Replies to : 1581
MentionsInQuoteReply : 1166
Quote : 414
Tweet : 783
Retweet : 3399
MentionsInRetweet : 5242
Mentions : 490
MentionsInQuote : 302
Self-Loops : 1526
Reciprocated Vertex Pair Ratio : 0.0204257413559739
Reciprocated Edge Ratio : 0.0400337634149283
Connected Components : 495
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 3757
Maximum Edges in a Connected Component : 13206
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.918671
Graph Density : 0.000223419251546316
Modularity : 0.453176
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,093 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:06 UTC.

The tweets in the network were tweeted over the 2505-day, 17-hour, 52-minute period from Monday, 04 April 2016 at 06:01 UTC to Sunday, 12 February 2023 at 23:54 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:
[120] https://www.bbc.com/urdu/world-38601645
[29] https://www.occrp.org/en/panamapapers/aliyev-mining-empire/
[27] https://youtu.be/gSR37ENTJt0
[22] https://twitter.com/MarKaAbyaYala/status/1609958709425328128
[22] https://panamapapers.sueddeutsche.de/articles/56eff9f22f17ab0f205e636a/
[17] https://www.occrp.org/en/panamapapers/people-of-azerbaijan-bail-out-failed-aliyev-mining-empire/
[17] https://twitter.com/CachitoFrance/status/1624788205923975170/photo/1
[13] https://twitter.com/beto55990049/status/1609049462667677697
[13] https://www.occrp.org/en/panamapapers/azerbaijani-first-familys-hidden-wealth/
[11] https://www.panamaviejaescuela.com/

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://twitter.com/marieviennot/status/1614231000418058240
[1] https://www.lesechos.fr/finance-marches/banque-assurances/apres-une-perte-de-73-milliards-en-2022-credit-suisse-table-sur-une-nouvelle-perte-en-2023-1904925#:~:text=Credit%20Suisse%20tente%20depuis%20deux%20ans%20de%20se%20remettre%20d%27une%20grave%20crise%20de%20confiance
[1] https://libredetat.com/6-facons-de-faire-disparaitre-votre-argent-sans-laisser-de-trace/
[1] https://twitter.com/olivierdussopt/status/1623435424487309317
[1] https://twitter.com/FR_corruption/status/1618187709540884480
[1] 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://twitter.com/FC_actu/status/1614232357501915136/photo/1
[1] https://twitter.com/olivierdussopt/status/1623435424487309317/photo/1

Top URLs in Tweet in G2:
[22] https://twitter.com/MarKaAbyaYala/status/1609958709425328128
[13] https://twitter.com/beto55990049/status/1609049462667677697
[10] https://twitter.com/MarKaAbyaYala/status/1611332826103795712
[9] https://twitter.com/MarKaAbyaYala/status/1610919011151220736
[7] https://twitter.com/MarKaAbyaYala/status/1610691297790275584
[6] https://twitter.com/MarKaAbyaYala/status/1611434759191728174
[6] https://twitter.com/MarKaAbyaYala/status/1610721958773288960
[6] https://twitter.com/MarKaAbyaYala/status/1608650291754467331
[6] https://twitter.com/MarKaAbyaYala/status/1611584468745179136
[5] https://twitter.com/MarKaAbyaYala/status/1610322850954764290

Top URLs in Tweet in G3:
[4] https://twitter.com/TweetForTheMany/status/1305461641123901446/photo/1
[4] https://twitter.com/ProfToujours/status/1609250067755728898/photo/1
[3] https://twitter.com/LeonBrass/status/1624270399776382977/photo/1
[3] https://twitter.com/EnterraorEl/status/1619348956672315394/photo/1
[2] https://www.theyworkforyou.com/debates/?id=2016-04-13c.360.0
[2] https://twitter.com/TweetForTheMany/status/1420845120518332427/photo/1
[2] https://www.axios.com/2021/10/05/pandora-papers-politicians-countries
[2] https://twitter.com/guyverhofstadt/status/1618181843437883395/photo/1
[2] https://twitter.com/Roellchen2011/status/1617497770537160705/photo/1
[1] https://twitter.com/micha_bloss/status/1623624237285052416/video/1

Top URLs in Tweet in G4:
[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.youtube.com/watch?v=tHSNILFhhFY&feature=youtu.be

[1] https://www.youtube.com/watch?v=RrFa0B2LwqQ&feature=youtu.be

[1] https://twitter.com/KateKel01474544/status/1608596548405055489/photo/1
[1] https://twitter.com/AusCommenter/status/1610820678739197952

Top URLs in Tweet in G5:
[17] https://twitter.com/CachitoFrance/status/1624788205923975170/photo/1
[1] https://offshoreleaks.icij.org/nodes/82017874
[1] https://twitter.com/MarcoRengel_Ec/status/1612839864017338369/photo/1
[1] https://twitter.com/MarcoRengel_Ec/status/1612844189913579520/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
[1] https://twitter.com/TiempoRealEC/status/1617388174983979010/video/1

Top URLs in Tweet in G7:
[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_
[2] https://www.occrp.org/en/panamapapers/azerbaijani-first-familys-hidden-wealth/
[2] https://twitter.com/DhanabalanMaria/status/1624568104062947330
[1] https://www.tiktok.com/@ferd.matstmx/video/7186538231653993734?_t=8YsndToLlby&_r=1
[1] https://twitter.com/HectorFlanker1/status/1615470081391349761/photo/1
[1] https://twitter.com/EmmaRincon/status/1615398699387219968/photo/1
[1] https://twitter.com/MaxKaiser75/status/1610770315914665984/photo/1
[1] https://twitter.com/dvdpulg/status/1620884466679021568/photo/1

Top URLs in Tweet in G8:
[19] 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/panamapapers/persons/ilhamaliyev/
[1] https://www.occrp.org/en/the-pandora-papers/pandora-papers-reveal-offshore-holdings-of-ukrainian-president-and-his-inner-circle
[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
[1] https://twitter.com/CanbackRasmus/status/1615009824671993858
[1] https://www.occrp.org/en/the-pandora-papers/the-aliyev-familys-london-property-empire

Top URLs in Tweet in G9:
[1] https://twitter.com/hinaparvezbutt/status/1622585427185086464
[1] https://twitter.com/hinaparvezbutt/status/1622585427185086464/photo/1

Top URLs in Tweet in G10:
[4] https://panamapapers.sueddeutsche.de/articles/570e6affa1bb8d3c3495baf4/
[3] https://twitter.com/kinshasaweb/status/928624306107637760/photo/1
[2] https://panamapapers.sueddeutsche.de/articles/e710165/
[2] https://www.occrp.org/en/panamapapers/azerbaijani-first-familys-hidden-wealth/
[2] https://twitter.com/RoyalPeter2nd/status/1623832679232729094/photo/1
[2] https://twitter.com/Epic_Economics/status/1614347151152406528/photo/1
[2] https://www.dhnet.be/actu/monde/2023/02/02/un-milliard-deuros-detournes-une-maison-remplie-de-montres-et-une-collaboration-avec-la-russie-scandale-de-corruption-en-ukraine-C7N2FACOFZGRVMI6IJ42OPQTEA/
[1] http://emilianofspt139.timeforchangecounselling.com/victor-pisante-panama-papers-expose-dubious-financial-deals
[1] https://twitter.com/DrLuetke/status/1617389059663597568
[1] http://damienpfga097.bravesites.com/entries/general/victor-pisante-panama-papers-expose-dubious-financial-deals

Top Domains
Top Domains in Tweet in Entire Graph:
[1680] twitter.com
[122] bbc.com
[74] occrp.org
[40] sueddeutsche.de
[39] youtube.com
[37] youtu.be
[13] icij.org
[12] bfmtv.com
[11] panamaviejaescuela.com
[11] co.uk

Top Domains in Tweet in G1:
[10] twitter.com
[3] radiofrance.fr
[2] lesechos.fr
[1] libredetat.com

Top Domains in Tweet in G2:
[557] twitter.com
[8] com.bo
[5] facebook.com
[3] unitel.bo
[2] boliviandaily.com
[2] telesurtv.net
[1] ohchr.org
[1] fao.org
[1] wordpress.com
[1] youtube.com

Top Domains in Tweet in G3:
[88] twitter.com
[7] tagesschau.de
[5] tf1info.fr
[4] theyworkforyou.com
[2] euractiv.fr
[2] axios.com
[1] lalibre.be
[1] lecourrier-du-soir.com
[1] politico.eu
[1] theguardian.com

Top Domains in Tweet in G4:
[2] youtube.com
[2] twitter.com
[1] icij.org
[1] nymag.com

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

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

Top Domains in Tweet in G7:
[22] twitter.com
[9] academia.edu
[2] occrp.org
[1] tiktok.com
[1] org.mx
[1] sueddeutsche.de
[1] edu.au
[1] reuters.com
[1] trib.al

Top Domains in Tweet in G8:
[43] occrp.org
[11] twitter.com
[1] theguardian.com
[1] declassifieduk.org
[1] lemkininstitute.com

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

Top Domains in Tweet in G10:
[41] twitter.com
[10] sueddeutsche.de
[4] instagram.com
[3] occrp.org
[2] weebly.com
[2] doodlekit.com
[2] edublogs.org
[2] bfmtv.com
[2] medium.com
[2] blgs.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2087] panamapapers
[468] bolivia
[456] lapaz
[437] corrupcion
[433] santacruzbo
[432] bolivianos
[432] elalto
[430] racismo
[408] beni
[399] santacruz



Top Hashtags in Tweet in G1:
[18] pandorapapers
[10] panamapapers
[2] cumexfiles
[2] dussopt
[2] favoritisme
[2] eu
[1] swissleak
[1] reformesdesretraites
[1] lci
[1] annenivat

Top Hashtags in Tweet in G2:
[466] bolivia
[455] lapaz
[433] santacruzbo
[432] bolivianos
[432] elalto
[431] corrupcion
[430] racismo
[421] panamapapers
[408] beni
[399] cobija

Top Hashtags in Tweet in G3:
[218] panamapapers
[155] ukraine
[146] zelensky
[21] zelenskywarcriminal
[13] verite
[13] zelinsky
[8] zélinsky
[6] pandorapapers
[6] france
[5] freeschoolmeals

Top Hashtags in Tweet in G4:
[18] auspol
[10] panamapapers
[3] moneylaundering
[3] whistleblower
[2] pengana
[2] auspoll
[1] haraamkhor
[1] nawazsharif
[1] pmlncorrupt
[1] pmlnthieves

Top Hashtags in Tweet in G5:
[200] elgranpadrino
[199] panamapapers
[182] pandorapapers
[174] lasso
[17] maríajoséromo
[10] paradisepapers
[1] danilocarrera

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

Top Hashtags in Tweet in G7:
[19] panamapapers
[4] prian
[2] sanctionaliyev
[1] tiktok
[1] corrupción
[1] journalism
[1] corruption
[1] massiveparallelinfection
[1] afghanistan
[1] climate

Top Hashtags in Tweet in G8:
[107] artsakhblockade
[20] sanctionazerbaijan
[19] stopartsakhblockade
[9] panamapapers
[4] stopaliyev
[4] corruption
[4] ukraine
[4] zelensky
[3] azerbaijanilaundromat
[2] azerilaundromat

Top Hashtags in Tweet in G9:
[1] panamapapers
[1] qatrikhat
[1] chor

Top Hashtags in Tweet in G10:
[104] panamapapers
[11] paradisepapers
[9] pandorapapers
[8] sandiagauno
[7] corruption
[5] rdc
[4] twitterfiles
[4] zelensky
[4] evasionfiscale
[4] kabilagate

Top Words
Top Words in Tweet in Entire Graph:
[2088] #panamapapers
[963] public
[956] grand
[952] l'accès
[951] sociétés
[949] registre
[948] fermeture
[948] retour
[948] effectifs
[947] bénéficiaires

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

Top Words in Tweet in G2:
[466] #bolivia
[455] #lapaz
[433] #santacruzbo
[432] #elalto
[432] #bolivianos
[431] #corrupcion
[430] #racismo
[421] #panamapapers
[408] #beni
[399] #cobija

Top Words in Tweet in G3:
[233] blanc
[218] #panamapapers
[148] yvespdb
[146] #zelensky
[145] lci
[145] #ukraine
[133] corruption
[129] plus
[121] mais
[117] personne

Top Words in Tweet in G4:
[305] auscommenter
[287] remember
[286] world
[286] came
[285] people
[285] part
[285] panama
[285] papers
[285] rich
[285] revealed

Top Words in Tweet in G5:
[200] #elgranpadrino
[199] #panamapapers
[182] #pandorapapers
[175] offshore
[174] #lasso
[173] investigaciones
[173] malenas
[172] patynunezrch
[172] famili
[17] chaos

Top Words in Tweet in G6:
[69] #elgranpadrino
[54] #casodanubio
[52] lassoguillermo
[50] #panamapapers
[47] panamapapers
[44] cara
[42] ver
[42] #7vecessi
[39] #pandorapapers
[39] fueron

Top Words in Tweet in G7:
[48] panamapapers
[45] anticorruption
[45] snowden
[44] wikileaks
[43] eu_anti_corrupt
[43] euaci_ukraine
[43] julianassange_
[43] euantifraud
[19] #panamapapers
[15] 19

Top Words in Tweet in G8:
[123] nmatini
[107] #artsakhblockade
[107] mining
[107] support
[106] talking
[106] resources
[106] azerbaijanis
[106] ecology
[106] genocidal
[106] keep

Top Words in Tweet in G9:
[302] ہے
[302] میں
[151] لندن
[151] شکل
[151] نوازکی
[151] چورنی
[151] بھی
[151] پاکستان
[151] مریم
[151] اپکی

Top Words in Tweet in G10:
[104] #panamapapers
[40] papers
[37] panama
[23] victor
[18] pisante's
[12] involvement
[11] #paradisepapers
[10] financial
[9] panamapapers
[9] #pandorapapers

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

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

Top Word Pairs in Tweet in G2:
[431] #santacruzbo,#bolivianos
[431] #lapaz,#elalto
[430] #elalto,#racismo
[429] #bolivianos,#lapaz
[426] #racismo,#corrupcion
[407] #panamapapers,#beni
[404] #corrupcion,#panamapapers
[399] #beni,#cobija
[372] #cobija,#chuquisaca
[353] #chuquisaca,#sucre

Top Word Pairs in Tweet in G3:
[117] corruption,#ukraine
[116] lave,plus
[116] #zelensky,lave
[116] débat,corruption
[116] blanc,mais
[116] personne,rappelle
[116] blanc,blanc
[116] lci,débat
[116] rappelle,#panamapapers
[116] mais,personne

Top Word Pairs in Tweet in G4:
[285] anyone,remember
[285] papers,came
[285] people,world
[285] panama,papers
[285] came,revealed
[285] rich,people
[285] remember,panama
[285] world,part
[285] revealed,rich
[284] auscommenter,anyone

Top Word Pairs in Tweet in G5:
[173] #elgranpadrino,investigaciones
[173] malenas,offshore
[173] #panamapapers,#pandorapapers
[173] investigaciones,#panamapapers
[173] offshore,#lasso
[173] #pandorapapers,malenas
[172] patynunezrch,#elgranpadrino
[172] #lasso,famili
[17] chaos,#elgranpadrino
[17] tout,chaos

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

Top Word Pairs in Tweet in G7:
[43] julianassange_,wikileaks
[43] eu_anti_corrupt,euantifraud
[43] wikileaks,anticorruption
[43] euantifraud,euaci_ukraine
[43] panamapapers,eu_anti_corrupt
[43] anticorruption,panamapapers
[43] snowden,julianassange_
[8] euaci_ukraine,snowden
[6] nano,robotics
[5] #panamapapers,zelinsky

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

Top Word Pairs in Tweet in G9:
[151] کیا,پورے
[151] میں,تو
[151] شکل,چورنی
[151] نوازکی,شکل
[151] چورنی,سے
[151] ملتی,ہے
[151] اپکی,چیف
[151] تو,کیا
[151] چیف,آرگنائزر
[151] پراپرٹی,نہیں

Top Word Pairs in Tweet in G10:
[35] panama,papers
[18] victor,pisante's
[12] involvement,panama
[7] santa,cruz
[7] pisante's,involvement
[7] dealings,panama
[6] #panamapapers,#paradisepapers
[6] financial,dealings
[5] luis,fernando
[5] fernando,camacho

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

Top Replied-To in G1:
@fc_actu

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

Top Replied-To in G3:
@tagesschau
@lci
@dariusrochebin
@zelenskyyua
@welt
@mompontet
@emmanuelmacron
@omerta_officiel
@valeriehayer
@vassiligolod

Top Replied-To in G4:
@arshadkhil
@abidsherali
@turnbullmalcolm

Top Replied-To in G6:
@ladataec
@villafernando_
@feramosa
@lassoguillermo
@envozaltaec
@luig80
@diegomontalvo4
@radiomorena640
@caricaturasbeto
@lahistoriaec

Top Replied-To in G7:
@snowden
@robertaaavery
@tumtumtum
@reuters
@cnnbrasil
@steventalbertw1
@emmarincon
@edelamadrid
@ruedaungier
@renhek4

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

Top Mentioned
Top Mentioned in Entire Graph:
@marieviennot
@auscommenter
@markaabyayala
@patynunezrch
@evoespueblo
@hibafawadpk
@yvespdb
@lci
@nmatini

Top Mentioned in G1:
@marieviennot
@psykopatrak
@jayronimo77
@profdhistgeo
@langlois_manu
@franceculture
@icijorg
@lesoir

Top Mentioned in G2:
@markaabyayala
@evoespueblo
@luisfercamachov
@ingridl58530875
@llamerosolo
@elinforman_t
@bolivialibrenow
@melita_malita
@diputados_bol
@hugosilesndelp

Top Mentioned in G3:
@yvespdb
@lci
@zelenskyyua
@tweetforthemany
@ep_president
@ensemble_ue
@robertametsola
@reneweurope
@steph_sejourne
@valeriehayer

Top Mentioned in G4:
@auscommenter
@turnbullmalcolm
@paktyaw4l
@imrankhanpti
@madm0m660
@abidsherali
@katekel01474544
@djmer1

Top Mentioned in G5:
@patynunezrch
@cachitofrance
@marcorengel_ec

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

Top Mentioned in G7:
@anticorruption
@panamapapers
@wikileaks
@julianassange_
@eu_anti_corrupt
@euantifraud
@euaci_ukraine
@wallacemick
@reuters
@ruedaungier

Top Mentioned in G8:
@nmatini
@vonderleyen
@ahairabe
@thegrigoryan
@occrp
@bbchardtalk
@stephensackur
@devedjian
@annenivat
@usaid

Top Mentioned in G9:
@hibafawadpk
@hinaparvezbutt

Top Mentioned in G10:
@kinshasaweb
@lremrip
@akamoshaa
@seanjth
@jfgino

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@lennaleprena
@telesurtv
@m2bliquis
@_redfrog
@notimxm
@billm9
@mohitsmartlove
@bliadhnaichean
@thehill

Top Tweeters in G1:
@m2bliquis
@loudl
@lau68951920
@hommeebene1998
@pouceopposable
@lapin47
@bbddpp
@basile061
@cvassiviere
@domjdom

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

Top Tweeters in G3:
@bliadhnaichean
@mounmir
@radiolondres6
@rosyjour
@lenine13
@yvespdb
@william85837998
@patureaumarie
@proftoujours
@fleuravr

Top Tweeters in G4:
@jurylady5
@lennaleprena
@billm9
@minhkular
@yathinkn
@sallyrmelb
@blanketcrap
@fehowarth
@wavetop
@thebigship

Top Tweeters in G5:
@barreirodr
@ruizcalixto
@vasconeziv
@ismaelgonzale99
@franksuarezf
@ninesterling
@salazar110111
@madalgui
@cueva_tapia
@argr081958

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

Top Tweeters in G7:
@thehill
@reuters
@huffpost
@washingtonpost
@nchatzinikolaou
@wsj
@tvxs
@tovimagr
@politico
@bbcworld

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

Top Tweeters in G9:
@fahad_pti
@karachikings19s
@hussain10_73
@afzalpti7
@melodykhan
@asmanosheen06
@mairaumair2
@sialspeak
@pti_lion26
@dilawer67

Top Tweeters in G10:
@kinshasaweb
@tamilthehindu
@aymanfadel
@adnl
@ahora_elpueblo
@alllocalpolitic
@reddysalina
@c9nparaguay
@mon_cabrera
@exitonoticias