panamapapers, Twitter, 1/16/2023 10:14:16 PM, 288224


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panamapapers_2023-01-16_14-00-01.xlsx
panamapapers_2023-01-16_14-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2023
Short Description:
panamapapers via NodeXL https://bit.ly/3wenQNT
@marieviennot
@markaabyayala
@potus
@ladyfrances1974
@zelenskyyua
@elonmusk
@mustapha_adib
@fifaworldcup
@gatitus77
@panamapapers

Top hashtags:
#panamapapers
#lapaz
#santacruzbo
#bolivianos
#elalto
#racismo
#beni

Description:
Description
The graph represents a network of 5,700 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 22:07 UTC.

The tweets in the network were tweeted over the 3367-day, 3-hour, 57-minute period from Sunday, 27 October 2013 at 21:01 UTC to Monday, 16 January 2023 at 00:59 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 : 5700
Unique Edges : 4010
Edges With Duplicates : 15749
Total Edges : 19759
Number of Edge Types : 9
Retweet : 3143
MentionsInRetweet : 5797
MentionsInReplyTo : 4720
Replies to : 1777
MentionsInQuoteReply : 1928
Tweet : 834
Quote : 579
Mentions : 719
MentionsInQuote : 262
Self-Loops : 2098
Reciprocated Vertex Pair Ratio : 0.0219247928616953
Reciprocated Edge Ratio : 0.0429088187601347
Connected Components : 499
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 3495
Maximum Edges in a Connected Component : 14086
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.136253
Graph Density : 0.000246796144599083
Modularity : 0.398749
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,700 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 22:07 UTC.

The tweets in the network were tweeted over the 3367-day, 3-hour, 57-minute period from Sunday, 27 October 2013 at 21:01 UTC to Monday, 16 January 2023 at 00:59 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:
[142] https://www.bbc.com/urdu/world-38601645
[90] https://wa.me/+50767280304
[30] https://www.occrp.org/en/panamapapers/aliyev-mining-empire/
[26] https://twitter.com/luciedf94/status/1603979773679640576/photo/1
[22] https://twitter.com/MarKaAbyaYala/status/1609958709425328128
[20] https://youtu.be/ITm58JQdE-8
[18] https://twitter.com/MarKaAbyaYala/status/1608273857000923137
[17] https://twitter.com/MarKaAbyaYala/status/1600239980558766081
[16] https://youtu.be/OYdJBiH1mbM
[15] https://twitter.com/MarKaAbyaYala/status/1608527754969976833

Top URLs in Tweet in G1:
[22] https://twitter.com/MarKaAbyaYala/status/1609958709425328128
[18] https://twitter.com/MarKaAbyaYala/status/1608273857000923137
[17] https://twitter.com/MarKaAbyaYala/status/1600239980558766081
[15] https://twitter.com/MarKaAbyaYala/status/1608527754969976833
[13] https://twitter.com/MarKaAbyaYala/status/1597626880580276224
[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

Top URLs in Tweet in G2:
[4] https://twitter.com/Jayronimo77/status/1612867594964578305/photo/1
[2] 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://twitter.com/Jayronimo77/status/1585183566949847040/photo/1
[1] https://soirmag.lesoir.be/480058/article/2022-11-29/la-reine-mathilde-porte-une-robe-quasiment-identique-celle-de-camilla-buckingham
[1] https://twitter.com/lesoir/status/1597626223588511744/photo/1
[1] https://twitter.com/brunolp30/status/1602642570844192768/video/1
[1] https://twitter.com/franceinter/status/1597151524681093121
[1] https://twitter.com/tcabarrus/status/1597134761595588608/photo/1
[1] https://twitter.com/tcabarrus/status/1597573955749294080/photo/1

Top URLs in Tweet in G3:
[26] https://twitter.com/luciedf94/status/1603979773679640576/photo/1
[8] https://twitter.com/Val1Stenchon/status/1603321495861747712/video/1
[4] https://twitter.com/LCI/status/1603852344336257026
[4] https://twitter.com/ZelenskaUA/status/1603128003910934539/photo/1
[4] https://twitter.com/ProfToujours/status/1609250067755728898/photo/1
[4] https://twitter.com/MailLaure2/status/1602677468233699329/photo/1
[3] https://twitter.com/benjaminhaddad/status/1602967300034170880/photo/1
[3] https://twitter.com/Sangha40409046/status/1613665579000283136/photo/1
[3] https://twitter.com/Sangha40409046/status/1613668259479392257/photo/1
[3] https://twitter.com/Osvaldo_Villar/status/1602773888999559168/photo/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.abc.net.au/news/2022-12-22/acma-four-corners-sarah-ferguson-fox/101799722
[1] https://twitter.com/KateKel01474544/status/1606035184788316170/photo/1
[1] https://twitter.com/KateKel01474544/status/1608596548405055489/photo/1
[1] https://twitter.com/AusCommenter/status/1610820678739197952

Top URLs in Tweet in G5:
[9] http://toi.in/micron/redirect.html?str=sW-3ya/a24gk
[7] https://palmoildetectives.com/2022/06/26/treespiracy/
[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
[3] https://www.heraldscotland.com/business_hq/23138914.glasgow-tax-haven-firms-almost-half-shops/
[3] https://twitter.com/BorgJake/status/1605602091598172167/photo/1
[3] https://twitter.com/UTuttlies/status/1603364123013701632
[2] https://www.icij.org/donate/
[2] https://twitter.com/BorgJake/status/1605602091598172167
[1] https://twitter.com/StefanMelichar/status/1598318308876554240
[1] https://panamapapers.sueddeutsche.de/articles/57021852a1bb8d3c3495b438/

Top URLs in Tweet in G6:
[6] https://twitter.com/CuenteroMuisne/status/1601258043576307713?t=a1VtDHWwbrFgSc-Ir20vJA&s=19
[5] https://www.youtube.com/watch?v=np_ylvc8Zj8&feature=youtu.be

[4] https://twitter.com/VillaFernando_/status/1611700419381583873/photo/1
[4] https://twitter.com/LassoGuillermo/status/1601285506821918721/photo/1
[4] https://twitter.com/1971petaca1/status/1608477464430354432/photo/1
[4] https://twitter.com/marc_vanlommel/status/1599688691437342720/photo/1
[3] https://twitter.com/BeingHuman721/status/1613633600712282112/photo/1
[3] https://twitter.com/vendetta_patria/status/1601294944358273025/photo/1
[3] https://twitter.com/vendetta_patria/status/1601294697368256512/photo/1
[3] https://twitter.com/vendetta_patria/status/1601294319217831936/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:
[140] https://www.bbc.com/urdu/world-38601645
[1] https://www.youtube.com/watch?v=9pNSI_VEVdU&feature=youtu.be


Top URLs in Tweet in G9:
[25] https://www.occrp.org/en/panamapapers/aliyev-mining-empire/
[4] https://twitter.com/rahman2609m/status/1602961583566635009/photo/1
[3] https://twitter.com/pevchikh/status/1597588297702076416/photo/1
[3] https://twitter.com/VaqifS/status/1604056749274980353/photo/1
[2] https://twitter.com/OCCRP/status/1506255526572834816/photo/1
[2] https://www.lemonde.fr/international/article/2022/12/10/le-parlement-europeen-secoue-par-une-enquete-pour-corruption-au-profit-du-qatar_6153776_3210.html#xtor=AL-32280270-%5Bdefault%5D-%5Bios%5D
[1] https://twitter.com/OCCRP/status/1488606845178683397
[1] https://media.am/en/verified/2021/01/29/26129/
[1] https://twitter.com/nmatini/status/1602605627892764672
[1] https://twitter.com/ahairabe/status/1610768729914081280/photo/1

Top URLs in Tweet in G10:
[6] https://eprimefeed.com/latest-news/zelensky-found-a-billion-dollars-and-a-villa-in-miami/19891/
[2] https://twitter.com/bIocksize/status/1602696008001097729/photo/1
[2] https://www.youtube.com/watch?v=qd6ByMgazpk&feature=youtu.be

[2] https://gilr.org/posts-to5countries/
[2] https://panamapapers.sueddeutsche.de/articles/570e6affa1bb8d3c3495baf4/
[2] https://twitter.com/Epic_Economics/status/1614347151152406528/photo/1
[2] 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
[1] http://emilianofspt139.timeforchangecounselling.com/victor-pisante-panama-papers-expose-dubious-financial-deals
[1] https://panamapapers.sueddeutsche.de/articles/57021852a1bb8d3c3495b438/
[1] http://damienpfga097.bravesites.com/entries/general/victor-pisante-panama-papers-expose-dubious-financial-deals

Top Domains
Top Domains in Tweet in Entire Graph:
[2080] twitter.com
[144] bbc.com
[90] wa.me
[64] youtube.com
[52] occrp.org
[52] youtu.be
[24] sueddeutsche.de
[14] theguardian.com
[12] com.bo
[12] icij.org

Top Domains in Tweet in G1:
[830] twitter.com
[11] com.bo
[7] facebook.com
[4] infobae.com
[3] youtube.com
[3] unitel.bo
[2] rt.com
[2] boliviandaily.com
[2] deredes.tv
[1] ohchr.org

Top Domains in Tweet in G2:
[13] twitter.com
[2] radiofrance.fr
[1] lesoir.be
[1] co.uk

Top Domains in Tweet in G3:
[190] twitter.com
[6] tf1info.fr
[3] cnews.fr
[2] euractiv.fr
[2] bfmtv.com
[2] rts.ch
[2] wordpress.com
[1] msn.com
[1] ifw-kiel.de
[1] t.me

Top Domains in Tweet in G4:
[3] twitter.com
[1] icij.org
[1] nymag.com
[1] net.au

Top Domains in Tweet in G5:
[24] twitter.com
[9] toi.in
[7] icij.org
[7] palmoildetectives.com
[5] washingtonpost.com
[3] heraldscotland.com
[2] youtube.com
[2] timesofmalta.com
[1] sueddeutsche.de
[1] spiegel.de

Top Domains in Tweet in G6:
[141] twitter.com
[7] youtube.com
[2] businessinsider.de
[2] trib.al
[2] teleamazonas.com
[2] com.ec
[1] lanoticia1.com
[1] oneworld-publications.com
[1] nytimes.com
[1] sueddeutsche.de

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

Top Domains in Tweet in G8:
[140] bbc.com
[1] youtube.com

Top Domains in Tweet in G9:
[41] twitter.com
[30] occrp.org
[2] tayga.info
[2] lemonde.fr
[1] media.am
[1] youtube.com
[1] panamapapers.org
[1] president.az

Top Domains in Tweet in G10:
[23] twitter.com
[6] youtube.com
[6] eprimefeed.com
[5] sueddeutsche.de
[4] gilr.org
[3] instagram.com
[2] occrp.org
[2] weebly.com
[2] doodlekit.com
[2] edublogs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2581] panamapapers
[720] lapaz
[697] santacruzbo
[697] bolivianos
[693] elalto
[688] racismo
[688] beni
[679] corrupcion
[675] bolivia
[615] santacruz



Top Hashtags in Tweet in G1:
[719] lapaz
[696] santacruzbo
[696] bolivianos
[692] elalto
[688] beni
[687] racismo
[675] bolivia
[674] corrupcion
[639] panamapapers
[615] santacruz

Top Hashtags in Tweet in G2:
[18] pandorapapers
[13] panamapapers
[5] macron
[2] bono
[2] eu
[1] uberfiles
[1] kohler
[1] mckinsey
[1] rothschild
[1] alstom

Top Hashtags in Tweet in G3:
[175] panamapapers
[48] zelensky
[29] ukraine
[17] pandorapapers
[17] corruption
[9] ukraine️
[8] macron
[8] pognondedingue
[7] france
[7] balkany

Top Hashtags in Tweet in G4:
[19] auspol
[8] panamapapers
[2] pengana
[2] auspoll
[1] pandorapapers
[1] cat
[1] loosey
[1] auspol2022
[1] turnbull

Top Hashtags in Tweet in G5:
[212] panamapapers
[107] corruption
[81] deforestation
[81] crime
[12] iacc2022
[10] humanrights
[10] paradisepapers
[8] pandorapapers
[7] palmoil
[6] malta

Top Hashtags in Tweet in G6:
[46] panamapapers
[29] 7vecessi
[27] casodanubio
[23] elgranpadrino
[21] 8vecesno
[19] pandorapapers
[19] sicarios
[10] corrupción
[10] ecuador
[9] panamápapers

Top Hashtags in Tweet in G7:
[176] elgranpadrino
[175] panamapapers
[175] pandorapapers
[166] lasso
[11] paradisepapers
[1] danilocarrera

Top Hashtags in Tweet in G8:
[147] panamapapers
[140] pakistan
[140] parklaneflats
[7] nro2promax
[7] establishment
[7] audioleak
[7] audioleaks
[7] maryamnawazsharif
[7] maryamnawaz

Top Hashtags in Tweet in G9:
[25] panamapapers
[10] pandorapapers
[5] corruption
[5] suissesecrets
[5] fincenfiles
[5] azerbaijan
[5] eu
[5] luxlleaks
[4] hrw
[4] ussr

Top Hashtags in Tweet in G10:
[104] panamapapers
[8] sandiagauno
[6] pandorapapers
[4] qatar2022
[3] disgraceful
[3] twitterfiles
[3] paradisepapers
[3] offshore
[3] wikileaks
[3] panama

Top Words
Top Words in Tweet in Entire Graph:
[2582] #panamapapers
[823] public
[810] grand
[804] sociétés
[801] bénéficiaires
[801] registre
[801] l'accès
[800] retour
[800] effectifs
[799] fermeture

Top Words in Tweet in G1:
[720] #lapaz
[698] #santacruzbo
[697] #bolivianos
[693] #elalto
[689] #beni
[688] #racismo
[677] #bolivia
[675] #corrupcion
[640] #panamapapers
[615] #santacruz

Top Words in Tweet in G2:
[788] effectifs
[788] public
[788] l'accès
[787] registre
[787] retour
[787] marieviennot
[787] fermeture
[787] grand
[787] sociétés
[787] bénéficiaires

Top Words in Tweet in G3:
[175] #panamapapers
[53] panamapapers
[48] #zelensky
[43] ce
[39] emmanuelmacron
[37] ukraine
[36] par
[35] pays
[34] deputesre
[34] pa_anglade

Top Words in Tweet in G4:
[306] auscommenter
[288] remember
[286] people
[286] part
[286] panama
[286] world
[286] papers
[286] rich
[286] came
[286] revealed

Top Words in Tweet in G5:
[212] #panamapapers
[107] #corruption
[103] icijorg
[95] messi
[93] against
[81] brands
[81] exposed
[81] #crime
[81] #deforestation
[81] occurs

Top Words in Tweet in G6:
[53] panamapapers
[46] #panamapapers
[31] cara
[29] ver
[29] mejor
[29] #7vecessi
[28] pandorapapers
[27] #casodanubio
[27] 100
[27] engañaron

Top Words in Tweet in G7:
[176] #elgranpadrino
[175] #pandorapapers
[175] #panamapapers
[167] offshore
[166] #lasso
[165] investigaciones
[165] malenas
[164] patynunezrch
[164] famili
[11] #paradisepapers

Top Words in Tweet in G8:
[280] کے
[280] کب
[147] #panamapapers
[140] لندن
[140] فلیٹس
[140] گئے
[140] #pakistan
[140] خریدے
[140] ب
[140] #parklaneflats

Top Words in Tweet in G9:
[40] mining
[36] illegal
[36] nmatini
[31] activists
[31] azerbaijan
[28] armenians
[28] azerbaijani
[28] 120k
[28] concerned
[27] deprive

Top Words in Tweet in G10:
[104] #panamapapers
[31] panama
[30] papers
[23] victor
[18] pisante's
[12] involvement
[11] die
[11] panamapapers
[10] क
[8] need

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

Top Word Pairs in Tweet in G1:
[695] #santacruzbo,#bolivianos
[692] #lapaz,#elalto
[691] #bolivianos,#lapaz
[687] #elalto,#racismo
[670] #racismo,#corrupcion
[625] #corrupcion,#panamapapers
[603] #beni,#cobija
[528] #panamapapers,#beni
[512] #tarija,#potosi
[502] #cobija,#chuquisaca

Top Word Pairs in Tweet in G2:
[787] discrète,fermeture
[787] effectifs,sociétés
[787] retour,discrète
[787] public,l'accès
[787] fermeture,grand
[787] grand,public
[787] bénéficiaires,effectifs
[787] l'accès,registre
[787] registre,bénéficiaires
[785] marieviennot,retour

Top Word Pairs in Tweet in G3:
[29] benjaminhaddad,celinecalvez
[29] constancelegrip,pa_anglade
[29] celinecalvez,agenetet
[29] sylvainmaillard,deputesre
[29] agenetet,franceenukraine
[29] pa_anglade,benjaminhaddad
[29] deputesre,constancelegrip
[28] franceenukraine,ukri
[28] theturtlesteam,sylvainmaillard
[26] journaliste,#panamapapers

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

Top Word Pairs in Tweet in G5:
[82] #panamapapers,icijorg
[81] #crime,#corruption
[81] exposed,#panamapapers
[81] occurs,against
[81] #deforestation,occurs
[81] icijorg,brands
[81] #corruption,exposed
[81] against,background
[81] background,#crime
[47] offshore,company

Top Word Pairs in Tweet in G6:
[28] ver,cara
[27] cara,engañaron
[27] dejes,ver
[27] engañaron,#7vecessi
[27] panamapapers,pandorapapers
[25] #7vecessi,fueron
[25] fueron,100
[25] 100,minutos
[20] #casodanubio,#elgranpadrino
[20] pandorapapers,#casodanubio

Top Word Pairs in Tweet in G7:
[165] #elgranpadrino,investigaciones
[165] malenas,offshore
[165] #panamapapers,#pandorapapers
[165] investigaciones,#panamapapers
[165] offshore,#lasso
[165] #pandorapapers,malenas
[164] patynunezrch,#elgranpadrino
[164] #lasso,famili
[10] #panamapapers,abril
[10] #elgranpadrino,enero

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

Top Word Pairs in Tweet in G9:
[28] illegal,mining
[28] concerned,illegal
[27] deprive,120k
[27] 120k,armenians
[27] mining,artsakh
[27] activists,concerned
[27] azerbaijani,activists
[27] artsakh,deprive
[26] nmatini,azerbaijani
[25] reliable,partner

Top Word Pairs in Tweet in G10:
[29] panama,papers
[18] victor,pisante's
[12] involvement,panama
[7] pisante's,involvement
[7] dealings,panama
[6] zelensky,found
[6] kiev,kyiv
[6] kyiv,ukrainerussianwar
[6] ukraine,kiev
[6] billion,dollars

Top Replied-To
Top Replied-To in Entire Graph:
@poetachebonilla
@ingridl58530875
@luisfercamachov
@elinforman_t
@evoespueblo
@lci
@markaabyayala
@luislaz83015139
@halconada
@exercitooficial

Top Replied-To in G1:
@ingridl58530875
@luisfercamachov
@elinforman_t
@evoespueblo
@markaabyayala
@luislaz83015139
@randalharris8
@soyuncocodrilos
@jorgerobles0
@larazon_bolivia

Top Replied-To in G2:
@tcabarrus
@lesoir
@brunolp30
@fc_actu
@carolinatibou

Top Replied-To in G3:
@lci
@dariusrochebin
@emmanuelmacron
@bfmtv
@zelenskyyua
@pa_anglade
@galiaackerman
@cnews
@elisabeth_borne
@brunolemaire

Top Replied-To in G4:
@turnbullmalcolm

Top Replied-To in G5:
@pmwho
@mark_subryan
@b_obermayer
@iaccseries
@timesofindia
@citarocapacity2
@pietervbo

Top Replied-To in G6:
@ladataec
@villafernando_
@panamapapers
@teleamazonasec
@envozaltaec
@welt
@pinchagua19
@cuenteromuisne
@feramosa
@geovany_hc18

Top Replied-To in G9:
@taygainfo
@zaur_fikret
@jamnewscaucasus
@rahman2609m
@jeromelambert16
@vaqifs
@fxbellamy
@gudkov_g
@ebrd
@azeritimes

Top Mentioned
Top Mentioned in Entire Graph:
@marieviennot
@auscommenter
@markaabyayala
@karlosysilka
@silkarloslibros
@evoespueblo
@patynunezrch
@poetachebonilla
@luisfercamachov
@2kazmi

Top Mentioned in G1:
@markaabyayala
@evoespueblo
@luisfercamachov
@ingridl58530875
@llamerosolo
@telesurtv
@elinforman_t
@luchoxbolivia
@comiteprosc
@melita_malita

Top Mentioned in G2:
@marieviennot
@jayronimo77
@lesoir
@web_tech_lover
@franceculture
@icijorg
@mailsport
@daviddurhum0
@carolinatibou
@brunolemaire

Top Mentioned in G3:
@deputesre
@emmanuelmacron
@benjaminhaddad
@franceenukraine
@sylvainmaillard
@constancelegrip
@pa_anglade
@celinecalvez
@agenetet
@theturtlesteam

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

Top Mentioned in G5:
@icijorg
@b_obermayer
@cp_news
@_pehicc
@awkward_1110
@palmoildetect
@f_obermaier
@anamartinsgomes
@stefanmelichar

Top Mentioned in G6:
@panamapapers
@pandorapapers
@lassoguillermo
@ladataec
@panamapapersdoc
@mauriciomacri
@jeremiasincicco
@mashirafael
@luig80
@nestorgrindetti

Top Mentioned in G7:
@patynunezrch
@marcorengel_ec

Top Mentioned in G8:
@2kazmi
@arsched

Top Mentioned in G9:
@nmatini
@vonderleyen
@ahairabe
@occrp
@hrw
@lemondefr
@occrp_rus
@rubenvardanyan_
@leelah1
@canadafp

Top Mentioned in G10:
@ruanofaxas
@akamoshaa
@seanjth
@almafuerte40

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

Top Tweeters in G1:
@telesurtv
@infobae
@reporteya
@ejutv
@lavanguardia
@abc_es
@larazon_es
@bbcnews
@bbcmundo
@ntn24

Top Tweeters in G2:
@_redfrog
@loudl
@lau68951920
@lapin47
@bbddpp
@basile061
@domjdom
@canaloblik
@54lilly
@blacknoose

Top Tweeters in G3:
@m2bliquis
@limportant_fr
@mounmir
@chani_bayle
@bfmtv
@yvespdb
@greubelinux
@proftoujours
@johndartois
@planet211180

Top Tweeters in G4:
@jurylady5
@lennaleprena
@minhkular
@yathinkn
@sallyrmelb
@blanketcrap
@fehowarth
@wavetop
@thebigship
@jaquix173

Top Tweeters in G5:
@yarosisnancy
@awkward_1110
@timesofindia
@_pehicc
@net2ayurveda
@patrici04278024
@ricardo_ik_ahau
@kirkmurphy
@silviofratini
@harmonyis1

Top Tweeters in G6:
@welt
@monsieurmartinr
@teleamazonasec
@lahoraecuador
@guillermbianchi
@marisa_del_63
@vintiquesmark
@elcomerciocom
@creatrabajos
@carlosverareal

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

Top Tweeters in G8:
@naveed1904
@digitaldecoded1
@afzalpti7
@satttiig
@rafiull20508685
@patriotic_views
@sid_bh99
@unknowninsan0
@adnanadilkayan2
@mona_minal

Top Tweeters in G9:
@washingtonpost
@lemondefr
@aontaithe2021
@wsj
@til1988
@admiralmpj
@whitney_barbra
@lobs
@soso13390
@hsfi

Top Tweeters in G10:
@tian_a1
@almafuerte40
@tamilthehindu
@aymanfadel
@alllocalpolitic
@kremsermariana1
@reddysalina
@ruanofaxas
@mamox__
@audreyjarvis