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returningassets_2017-12-06_22-15-00.xlsx
returningassets_2017-12-06_22-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2017
Short Description:
returningassets via NodeXL http://bit.ly/2AyJilc
@returningassets
@stateinl
@worldbank
@asma11052
@oliverstolpe
@uncaccoalition
@majlessiun

Description:
Description
The graph represents a network of 341 Twitter users whose tweets in the requested range contained "returningassets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 December 2017 at 06:18 UTC.

The requested start date was Thursday, 07 December 2017 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 58-day, 19-hour, 34-minute period from Monday, 09 October 2017 at 05:18 UTC to Thursday, 07 December 2017 at 00:53 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 : 341
Unique Edges : 595
Edges With Duplicates : 702
Total Edges : 1297
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.0607407407407407
Reciprocated Edge Ratio : 0.114525139664804
Connected Components : 17
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 304
Maximum Edges in a Connected Component : 1253
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.644052
Graph Density : 0.00617560807314128
Modularity : 0.341957
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://twitter.com/returningassets/status/926547075080351744
[7] https://star.worldbank.org/star/about-us/global-forum-asset-recovery-gfar?CID=FAM_TTFinanceMarketsEN_D_EXT
[7] http://www.transparency.org.uk/publications/accountable-asset-return-uk-country-level-civil-society-report-by-corruption-watch-and-transparency-international-uk/#.WiUf4Epl_IU
[7] http://www.aneej.org
[5] https://twitter.com/jotransparency/status/927860373046341633
[4] http://star.worldbank.org/star
[4] https://twitter.com/jotransparency/status/927870910173974528
[3] https://twitter.com/returningassets/status/936082388358221826
[2] https://www.pscp.tv/w/bPb72jFvTlFsRHpBVmx4UXd8MU1ZeE5qTE1sYnd4d3jLiTKc-g4CA-oII8DoS-VMRX0gOdztmIZAav4JL9Z_
[2] https://twitter.com/Global_Witness/status/937986067755667456

Top URLs in Tweet in G1:
[6] https://star.worldbank.org/star/about-us/global-forum-asset-recovery-gfar?CID=FAM_TTFinanceMarketsEN_D_EXT
[2] https://www.pscp.tv/w/bPb72jFvTlFsRHpBVmx4UXd8MU1ZeE5qTE1sYnd4d3jLiTKc-g4CA-oII8DoS-VMRX0gOdztmIZAav4JL9Z_
[1] https://twitter.com/i/web/status/857816681577623552
[1] https://www.theguardian.com/world/2017/oct/16/malta-car-bomb-kills-panama-papers-journalist?CMP=share_btn_tw
[1] https://www.reuters.com/article/eu-fraud/twenty-eu-countries-to-set-up-prosecutor-for-cross-border-fraud-idUSL8N1MN47B
[1] https://www.theguardian.com/world/2017/apr/12/the-money-machine-how-a-high-profile-corruption-investigation-fell-apart?CMP=share_btn_tw
[1] http://af.reuters.com/article/commoditiesNews/idAFL8N1MY4DN
[1] http://www.bbc.com/news/business-41672793
[1] http://www.atlanticcouncil.org/blogs/new-atlanticist/congo#.We5QLSG9GKk.twitter
[1] https://twitter.com/i/web/status/926464315158401024

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/938505784568221701
[1] https://twitter.com/i/web/status/935599257800888321
[1] https://twitter.com/i/web/status/937763501564682240
[1] https://twitter.com/i/web/status/938451507824951297
[1] https://twitter.com/i/web/status/938511264254451712
[1] https://twitter.com/i/web/status/938505810149298177
[1] https://twitter.com/i/web/status/937800167603892225
[1] https://twitter.com/i/web/status/938166416007729153
[1] https://twitter.com/i/web/status/937711189064323073

Top URLs in Tweet in G3:
[4] https://twitter.com/jotransparency/status/927860373046341633
[4] https://twitter.com/jotransparency/status/927870910173974528
[2] https://twitter.com/returningassets/status/926547075080351744
[1] https://twitter.com/i/web/status/927477603153403904
[1] https://www.unodc.org/unodc/en/corruption/COSP/session7-specialevents.html
[1] https://twitter.com/i/web/status/927920990641942529
[1] https://twitter.com/i/web/status/927924041612185600
[1] https://twitter.com/hatvp/status/928273508161015808
[1] https://twitter.com/mbgoodman/status/927844801042632705
[1] https://twitter.com/i/web/status/928379497761726465

Top URLs in Tweet in G4:
[3] https://twitter.com/returningassets/status/936082388358221826
[1] https://twitter.com/i/web/status/937721381877374976
[1] https://twitter.com/i/web/status/934752050688286720
[1] https://twitter.com/i/web/status/927860794800443392
[1] https://twitter.com/i/web/status/926434219123007488
[1] https://twitter.com/i/web/status/936170723848196097
[1] https://www.youtube.com/watch?v=j48DTusLlAE&feature=youtu.be
[1] https://twitter.com/i/web/status/936217400491593728

Top URLs in Tweet in G5:
[7] http://www.transparency.org.uk/publications/accountable-asset-return-uk-country-level-civil-society-report-by-corruption-watch-and-transparency-international-uk/#.WiUf4Epl_IU
[2] https://twitter.com/Global_Witness/status/937986067755667456
[1] https://twitter.com/i/web/status/936499356001357825
[1] https://twitter.com/returningassets/status/926547075080351744
[1] https://twitter.com/i/web/status/935741004564586501
[1] https://twitter.com/returningassets/status/935272041829294080
[1] http://star.worldbank.org/star
[1] https://twitter.com/i/web/status/937626594490966016
[1] https://twitter.com/i/web/status/938506511432732672
[1] https://twitter.com/i/web/status/938511216745598976

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/937805603409457152
[1] https://twitter.com/returningassets/status/935957586154803201
[1] http://star.worldbank.org/star
[1] https://twitter.com/returningassets/status/920340813309235200

Top URLs in Tweet in G7:
[7] http://www.aneej.org
[2] http://www.alltimepost.com/2017/12/321m-abacha-loot-nigerian-ngos-welcome-swiss-nigerias-mou-on-repatriation/#sthash.DwWsBCHq.dpbs
[1] https://twitter.com/i/web/status/937804879485177862
[1] https://twitter.com/i/web/status/938334765622718464
[1] https://twitter.com/i/web/status/937641264882835458
[1] https://twitter.com/i/web/status/937643350219526145
[1] https://twitter.com/i/web/status/938015786005876736
[1] https://twitter.com/aneejnigeria/status/937639667842867201
[1] https://twitter.com/i/web/status/937796653632892929
[1] https://twitter.com/i/web/status/937795984817643520

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/938364695571988480
[1] https://twitter.com/i/web/status/937791174596878341
[1] https://twitter.com/i/web/status/926145837423579139
[1] https://twitter.com/i/web/status/920665957080629248
[1] https://twitter.com/i/web/status/926129513905426437
[1] https://twitter.com/i/web/status/926129958371627008
[1] https://twitter.com/i/web/status/926130289792909317
[1] https://twitter.com/i/web/status/926130784913719296
[1] https://twitter.com/i/web/status/921642311796379648
[1] https://twitter.com/i/web/status/921483384442032128

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/923250448982822912
[1] https://twitter.com/i/web/status/918552451116163072

Top URLs in Tweet in G10:
[4] https://twitter.com/returningassets/status/926547075080351744
[1] https://twitter.com/i/web/status/938145883685875712
[1] https://twitter.com/i/web/status/937807336894357505
[1] https://twitter.com/i/web/status/937767562804449280
[1] https://twitter.com/i/web/status/938090821479518209
[1] https://twitter.com/i/web/status/938505659619921925
[1] https://twitter.com/i/web/status/937462869234536450
[1] https://twitter.com/i/web/status/937729094539759617
[1] https://twitter.com/returningassets/status/937773627281494017

Top Domains
Top Domains in Tweet in Entire Graph:
[210] twitter.com
[11] worldbank.org
[7] org.uk
[7] aneej.org
[4] unodc.org
[3] paper.li
[3] theguardian.com
[3] fb.me
[3] reuters.com
[2] pscp.tv

Top Domains in Tweet in G1:
[94] twitter.com
[7] worldbank.org
[3] theguardian.com
[3] reuters.com
[3] unodc.org
[3] fb.me
[2] pscp.tv
[2] co.uk
[1] bbc.com
[1] atlanticcouncil.org

Top Domains in Tweet in G2:
[9] twitter.com

Top Domains in Tweet in G3:
[28] twitter.com
[2] worldbank.org
[1] unodc.org

Top Domains in Tweet in G4:
[9] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[12] twitter.com
[7] org.uk
[1] worldbank.org

Top Domains in Tweet in G6:
[3] twitter.com
[1] worldbank.org

Top Domains in Tweet in G7:
[10] twitter.com
[7] aneej.org
[2] alltimepost.com

Top Domains in Tweet in G8:
[14] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] gfar2017
[196] assetrecovery
[83] cosp7
[62] unitedagainstcorruption
[48] corruption
[22] gfar
[18] nigeria
[18] guinea
[15] srilanka
[14] us



Top Hashtags in Tweet in G1:
[111] gfar2017
[63] assetrecovery
[19] corruption
[19] cosp7
[18] guinea
[17] unitedagainstcorruption
[5] nigeria
[5] gfar
[4] moneylaundering
[4] srilanka

Top Hashtags in Tweet in G2:
[30] gfar2017
[12] assetrecovery
[7] unitedagainstcorruption
[6] anticorruption
[5] lka
[5] nigeria
[5] tunisia
[4] ukraine
[2] gfar
[2] srilanka

Top Hashtags in Tweet in G3:
[45] cosp7
[43] assetrecovery
[22] gfar2017
[9] us
[8] china
[5] corruption
[4] srilanka
[4] nigeria
[4] csos
[3] ukraine

Top Hashtags in Tweet in G4:
[12] gfar2017
[12] assetrecovery
[6] unitedagainstcorruption
[5] corruption
[4] cosp7
[1] guatemala
[1] srilanka
[1] jersey
[1] philippines
[1] cosp

Top Hashtags in Tweet in G5:
[54] gfar2017
[33] assetrecovery
[8] unitedagainstcorruption
[6] cosp7
[6] gfar
[6] corruption
[5] civilsociety
[4] moneylaudering
[3] nigeria
[2] srilanka

Top Hashtags in Tweet in G6:
[24] gfar2017
[18] assetrecovery
[8] unitedagainstcorruption
[5] corruption
[5] cosp7
[2] un
[2] gfar
[2] star10thanniversary
[1] guatemala
[1] srilanka

Top Hashtags in Tweet in G7:
[14] gfar2017
[2] unitedagainstcorruption
[1] gfar

Top Hashtags in Tweet in G8:
[1] uzbekistan

Top Hashtags in Tweet in G10:
[18] gfar2017
[13] assetrecovery
[10] unitedagainstcorruption
[6] corruption
[6] switzerland
[4] gfar
[2] star10thanniversary
[1] nigeria

Top Words
Top Words in Tweet in Entire Graph:
[550] Words in Sentiment List#1: Positive
[312] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[12814] Non-categorized Words
[13676] Total Words
[460] returningassets
[291] gfar2017
[234] asset
[224] recovery
[204] global

Top Words in Tweet in G1:
[124] returningassets
[111] gfar2017
[81] asset
[79] recovery
[64] corruption
[63] assetrecovery
[59] global
[48] forum
[30] countries
[29] focus

Top Words in Tweet in G2:
[34] forum
[30] gfar2017
[30] stateinl
[30] asset
[29] global
[27] recovery
[26] returningassets
[18] commitment
[17] sri
[17] lanka

Top Words in Tweet in G3:
[82] returningassets
[45] cosp7
[43] assetrecovery
[22] gfar2017
[22] majlessiun
[18] day
[17] stolenassets
[16] jotransparency
[14] global
[13] panel

Top Words in Tweet in G4:
[33] unodc
[23] returningassets
[21] worldbank
[19] countries
[16] event
[15] global
[15] asset
[15] supported
[15] allow
[15] representatives

Top Words in Tweet in G5:
[66] returningassets
[54] gfar2017
[34] asset
[33] assetrecovery
[31] recovery
[30] global
[27] forum
[14] week
[14] uncaccoalition
[13] corruption

Top Words in Tweet in G6:
[64] returningassets
[27] corruption
[25] asset
[25] recovery
[24] gfar2017
[18] assetrecovery
[16] global
[16] majlessiun
[15] robin
[15] hood

Top Words in Tweet in G7:
[19] stateinl
[18] returningassets
[16] gfar2017
[15] ukhomeoffice
[10] bobaneej
[9] nigeria
[9] ugolor
[8] csohubng
[6] recovery
[6] read

Top Words in Tweet in G8:
[12] anticorruption
[12] returningassets
[7] unodc
[6] occrp
[6] nickcohen4
[6] afpfr
[6] rfi
[5] ugfhumanrights
[5] transparencyuk
[5] global_witness

Top Words in Tweet in G9:
[2] rusembmalta
[2] rusmission_eu
[2] mod_russia
[2] abelacarmelo
[2] cmifsudbonnici
[2] zammitlewisedw
[2] thepainterflynn
[2] atlasshrugs

Top Words in Tweet in G10:
[38] returningassets
[26] global
[24] forum
[24] asset
[24] recovery
[18] gfar2017
[13] assetrecovery
[10] unitedagainstcorruption
[8] nigeria
[8] assets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[223] asset,recovery
[171] global,forum
[166] forum,asset
[76] returningassets,gfar2017
[49] pm,est
[46] sri,lanka
[41] 3,5
[37] gfar2017,unitedagainstcorruption
[36] dec,4
[34] assetrecovery,cooperation

Top Word Pairs in Tweet in G1:
[79] asset,recovery
[47] global,forum
[47] forum,asset
[25] returningassets,gfar2017
[20] star,asset
[20] recovery,returningassets
[18] retweeted,star
[18] returningassets,ex
[18] ex,guinea
[17] sri,lanka

Top Word Pairs in Tweet in G2:
[28] global,forum
[27] forum,asset
[27] asset,recovery
[17] sri,lanka
[17] recovery,highlights
[17] highlights,importance
[17] importance,political
[17] political,commitment
[17] commitment,multijurisdictional
[17] multijurisdictional,coordination

Top Word Pairs in Tweet in G3:
[13] returningassets,assetrecovery
[13] assetrecovery,day
[12] asset,recovery
[11] stolenassets,returningassets
[10] day,cosp7
[9] global,forum
[9] returningassets,gfar2017
[8] forum,asset
[8] cosp7,adopted
[8] adopted,assetrecovery

Top Word Pairs in Tweet in G4:
[16] unodc,worldbank
[15] event,supported
[15] supported,unodc
[15] worldbank,allow
[15] allow,representatives
[15] representatives,various
[15] various,countries
[15] countries,specialists
[14] global,forum
[14] unodc,event

Top Word Pairs in Tweet in G5:
[31] asset,recovery
[24] global,forum
[23] forum,asset
[18] returningassets,gfar2017
[9] civil,society
[9] pm,est
[8] 3,5
[7] special,event
[7] next,week
[7] gfar2017,kicks

Top Word Pairs in Tweet in G6:
[25] asset,recovery
[15] corruption,robin
[15] robin,hood
[15] hood,reverse
[14] returningassets,corruption
[13] global,forum
[13] forum,asset
[9] returningassets,asset
[9] recovery,long
[9] long,term

Top Word Pairs in Tweet in G7:
[15] stateinl,ukhomeoffice
[11] ukhomeoffice,returningassets
[8] csohubng,ugolor
[5] global,forum
[5] forum,asset
[5] asset,recovery
[5] visit,bumper
[5] bumper,read
[5] read,csohubng
[5] ugolor,yakubdogara

Top Word Pairs in Tweet in G8:
[6] anticorruption,occrp
[6] occrp,nickcohen4
[6] nickcohen4,afpfr
[6] afpfr,returningassets
[6] returningassets,rfi
[5] ugfhumanrights,transparencyuk
[5] transparencyuk,global_witness
[5] global_witness,ichr16
[5] ichr16,returningassets
[5] returningassets,unodc

Top Word Pairs in Tweet in G9:
[2] rusembmalta,rusmission_eu
[2] rusmission_eu,mod_russia
[2] mod_russia,abelacarmelo
[2] abelacarmelo,cmifsudbonnici
[2] cmifsudbonnici,zammitlewisedw
[2] zammitlewisedw,thepainterflynn
[2] thepainterflynn,atlasshrugs

Top Word Pairs in Tweet in G10:
[24] global,forum
[24] forum,asset
[24] asset,recovery
[8] dec,4
[8] gfar2017,unitedagainstcorruption
[7] returningassets,global
[7] 3,5
[7] 5,30
[7] 30,pm
[7] pm,est

Top Replied-To
Top Replied-To in Entire Graph:
@returningassets
@anticorruption
@ugfhumanrights
@rubiaabrar
@stateinl
@majlessiun
@statecrime
@oliverstolpe
@yafng
@iwatchtn

Top Replied-To in G1:
@rubiaabrar
@returningassets
@nusrathussain02
@jalal_ishaq

Top Replied-To in G2:
@stateinl
@majlessiun

Top Replied-To in G3:
@returningassets
@searmali
@stolenassets

Top Replied-To in G4:
@returningassets
@unodc
@odpp_ke

Top Replied-To in G5:
@statecrime
@returningassets

Top Replied-To in G6:
@oliverstolpe
@returningassets

Top Replied-To in G7:
@ugolor
@aneej
@worldbank
@returningassets

Top Replied-To in G8:
@anticorruption
@ugfhumanrights
@iwatchtn

Top Replied-To in G9:
@rusembmalta
@jerryhicksunite

Top Replied-To in G10:
@returningassets
@cislacnigeria

Top Mentioned
Top Mentioned in Entire Graph:
@returningassets
@majlessiun
@stateinl
@worldbank
@unodc
@ukhomeoffice
@stolenassets
@uncaccoalition
@actorpolitician
@jotransparency

Top Mentioned in G1:
@returningassets
@actorpolitician
@majlessiun
@unodc
@stateinl
@oliverstolpe
@ukhomeoffice
@susanbaroness
@janwalliser_wb
@antac_ua

Top Mentioned in G2:
@stateinl
@returningassets
@statedept
@thejusticedept
@embassyofsl
@return
@tisrilanka
@asokao
@worldbank

Top Mentioned in G3:
@returningassets
@majlessiun
@stolenassets
@jotransparency
@searmali
@hildaajelat1
@uncaccoalition
@dzinfoxicated
@franceonuvienne

Top Mentioned in G4:
@worldbank
@returningassets
@unodc
@stateinl
@majlessiun
@kuigw
@odpp_ke
@un
@statein

Top Mentioned in G5:
@returningassets
@majlessiun
@uncaccoalition
@transparencyuk
@corruptnwatchuk
@rachelcerysd
@nalyvai_v
@oliverstolpe
@unodc

Top Mentioned in G6:
@returningassets
@majlessiun
@worldbank
@sandieokoro
@sandi
@statein
@stateinl
@s
@r
@oliverstolpe

Top Mentioned in G7:
@stateinl
@returningassets
@ukhomeoffice
@bobaneej
@csohubng
@ugolor
@yakubdogara
@abubakmalamisan
@ozo
@ogpnigeria

Top Mentioned in G8:
@returningassets
@unodc
@anticorruption
@occrp
@nickcohen4
@afpfr
@rfi
@transparencyuk
@global_witness
@ichr16

Top Mentioned in G9:
@rusmission_eu
@mod_russia
@abelacarmelo
@cmifsudbonnici
@zammitlewisedw
@thepainterflynn
@atlasshrugs
@canisgallicus
@rusembmalta
@pad

Top Mentioned in G10:
@returningassets
@st
@mbgoodman
@swissembassyusa
@stateinl
@majlessiun
@worldbank
@statein
@ukhomeoffice

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@loupo85
@libertad717
@jothipala_bot
@canisgallicus
@afpfr
@thepainterflynn
@strategicpolicy
@nytimes
@lanacion

Top Tweeters in G1:
@nytimes
@lanacion
@mailonline
@abc
@anderstingsbone
@ft
@jalal_ishaq
@actorpolitician
@rubiaabrar
@philippgesr

Top Tweeters in G2:
@rashidaldosari
@libertad717
@jothipala_bot
@radioworldsv
@yosiyosi28071
@magannohate
@dontrumpeone
@realsrdollar_
@sl_botcn
@statedepttweet

Top Tweeters in G3:
@deejayxax
@richardbistrong
@opengovpart
@worldbankmena
@hildaajelat1
@heatherlowegfi
@jotransparency
@bergjanina
@undp_aciac
@f_checchi

Top Tweeters in G4:
@loupo85
@joseantoniovela
@un
@worldbank
@ukrinbra
@audiakeny
@kattoloo
@mani_syed
@unicdc
@donna_dettrick

Top Tweeters in G5:
@strategicpolicy
@leowmjw
@usaenfrancais
@christine_clgh
@statecrime
@uncaccoalition
@transparencyuk
@defensoria1_sp
@a19right2info
@aneejnigeria

Top Tweeters in G6:
@richielovall
@jidealexoni
@nassmukty
@tillly_
@kanneliburo
@r
@tsend_d
@jihanejoumaa
@apintactnetwork
@usembassyabuja

Top Tweeters in G7:
@ozo
@macfound
@asorock
@yakubdogara
@ugolor
@themrnass
@ukhomeoffice
@shareefsadeeq
@csohubng
@assuranceovie

Top Tweeters in G8:
@afpfr
@rfi
@nickcohen4
@mesfin_haile
@emnamizouni
@arptn
@samiskafolkhem
@anticorruption
@occrp
@global_witness

Top Tweeters in G9:
@canisgallicus
@thepainterflynn
@benefits_news
@gavreilly
@rippedoffbriton
@realalexjones
@atlasshrugs
@profraykinsella
@mod_russia
@jerryhicksunite

Top Tweeters in G10:
@princessnikej
@nazri007
@vbeary
@yveskleinar
@swissembassyusa
@chateaulemayne
@jeanpesme
@cislacnigeria
@tiuked
@mbgoodman