#GIJC19, Twitter, 9/24/2019 2:29:34 PM, 210826


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#GIJC19_2019-09-22_09-31-23.xlsx
#GIJC19_2019-09-22_09-31-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 24, 2019
Short Description:
#GIJC19 via NodeXL http://bit.ly/2lbRin8
@gijn
@gijnafrica
@melindatrochu
@nrecherche
@icijorg
@emmanueldogbevi
@thomasschnedler
@advocassembly
@ashamwilu
@nrginstitute

Top hashtags:
#gijc19
#kenya
#bbcafricaeye
#investigation
#santé
#hamburg
#senegal
#aijc19

Description:
Description
The graph represents a network of 380 Twitter users whose recent tweets contained "#GIJC19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 22 September 2019 at 16:32 UTC.

The tweets in the network were tweeted over the 9-day, 10-hour, 57-minute period from Friday, 13 September 2019 at 05:07 UTC to Sunday, 22 September 2019 at 16:04 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 : 380
Unique Edges : 1172
Edges With Duplicates : 303
Total Edges : 1475
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0421487603305785
Reciprocated Edge Ratio : 0.0808881839809675
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 353
Maximum Edges in a Connected Component : 1423
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.245189
Graph Density : 0.00875572837105957
Modularity : 0.55674
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://gijc2019.org/speakers-gijc19/
[28] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[14] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[13] https://gijc2019.org/program-gijc19/
[7] https://whova.com/portal/globa_201909
[5] https://twitter.com/gijnAfrica/status/1173637689809260550
[3] https://twitter.com/gijn/status/1173628119300956160
[3] https://twitter.com/gijn/status/1173674920699670528
[3] https://gijc2019.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare-even-if-you-arent/
[2] https://whova.com/embedded/session/globa_201909/747129/?view=Si

Top URLs in Tweet in G1:
[28] https://gijc2019.org/speakers-gijc19/
[6] https://gijc2019.org/program-gijc19/
[4] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[2] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[2] https://twitter.com/gijnAfrica/status/1173637689809260550
[2] https://whova.com/embedded/session/globa_201909/747129/?view=Si
[1] https://www.youtube.com/channel/UCY8xUWeaWVE4JY05JUupzYQ
[1] https://gijc2019.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare-even-if-you-arent/
[1] https://www.zammagazine.com/perspectives/blog/899-26-29-09-19-hamburg-africa-s-investigative-power-in-spotlight-at-global-conference
[1] https://cfi.fr/fr/projet/medialab-investigation

Top URLs in Tweet in G2:
[13] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[3] https://gijc2019.org/program-gijc19/
[3] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[2] https://twitter.com/gijnAfrica/status/1173637689809260550
[2] https://gijc2019.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare-even-if-you-arent/
[2] https://gijn.org/2019/09/13/a-new-resource-guide-for-indigenous-journalists-doing-investigations/
[2] https://twitter.com/gijn/status/1173628119300956160
[1] https://www.youtube.com/channel/UCY8xUWeaWVE4JY05JUupzYQ
[1] https://gijn.org/gijn-naja-guide-for-indigenous-investigative-journalists/
[1] https://whova.com/embedded/session/globa_201909/747284/?view=

Top URLs in Tweet in G3:
[8] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[2] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[2] https://twitter.com/gijn/status/1173674920699670528
[2] https://gijc2019.org/program-gijc19/
[2] https://twitter.com/ThomasSchnedler/status/1175058090347159552
[1] https://twitter.com/KoerberLBG/status/1173897166521327616
[1] https://twitter.com/correctiv_org/status/1173629161614823425
[1] https://netzwerkrecherche.org/blog/newsletter-netzwerk-recherche-nr-177-20-09-2019/#more-17735
[1] https://www.hamburg.de/bkm/aktuell/12797202/investigativjournalismus-als-lebenselixier-der-demokratie/
[1] https://www.schoepflin-stiftung.de/en/news/detailview/news/internationale-tagung-zu-investigativem-journalismus/

Top URLs in Tweet in G5:
[7] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[1] https://www.cfi.fr/fr/projet/medialab-investigation

Top URLs in Tweet in G6:
[1] https://gijc2019.org/program-gijc19/
[1] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[1] https://twitter.com/gijnArabic/status/1173974675896045568

Top URLs in Tweet in G7:
[1] https://twitter.com/gijnAfrica/status/1173637689809260550

Top URLs in Tweet in G8:
[2] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/

Top URLs in Tweet in G9:
[2] https://www.journalismfund.eu/money-trail-grants
[2] https://www.journalismfund.eu/news/impact-more-getting-laws-changed-or-shaping-public-opinion
[1] https://twitter.com/journalismfund/status/1174982893677895690

Top URLs in Tweet in G10:
[1] https://whova.com/embedded/session/globa_201909/747188/

Top Domains
Top Domains in Tweet in Entire Graph:
[46] gijc2019.org
[33] gijn.org
[26] twitter.com
[14] whova.com
[14] spotify.com
[4] journalismfund.eu
[3] youtube.com
[2] airtable.com
[2] mailchi.mp
[2] cfi.fr

Top Domains in Tweet in G1:
[35] gijc2019.org
[4] gijn.org
[3] twitter.com
[3] whova.com
[2] spotify.com
[1] youtube.com
[1] zammagazine.com
[1] cfi.fr
[1] airtable.com

Top Domains in Tweet in G2:
[18] gijn.org
[6] gijc2019.org
[5] twitter.com
[3] spotify.com
[3] whova.com
[2] mailchi.mp
[1] youtube.com
[1] airtable.com
[1] theconversation.com
[1] connectas.org

Top Domains in Tweet in G3:
[9] twitter.com
[8] gijn.org
[2] spotify.com
[2] gijc2019.org
[1] netzwerkrecherche.org
[1] hamburg.de
[1] schoepflin-stiftung.de
[1] koerber-stiftung.de

Top Domains in Tweet in G5:
[7] spotify.com
[1] cfi.fr

Top Domains in Tweet in G6:
[1] gijc2019.org
[1] gijn.org
[1] twitter.com

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

Top Domains in Tweet in G8:
[2] gijn.org

Top Domains in Tweet in G9:
[4] journalismfund.eu
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[363] gijc19
[15] kenya
[14] bbcafricaeye
[14] investigation
[14] santé
[11] hamburg
[8] senegal
[7] aijc19
[5] nonprofitjournalism
[5] servicetweet



Top Hashtags in Tweet in G1:
[105] gijc19
[14] bbcafricaeye
[12] kenya
[8] senegal
[4] ghana
[3] germany
[2] hamburg
[1] gijc
[1] westafricaleaks
[1] rwanda

Top Hashtags in Tweet in G2:
[64] gijc19
[6] hamburg
[4] panamapapers
[3] podcast
[3] journalismfundersforum
[2] naja19
[2] datajournalism
[1] ibizagate
[1] cumexfiles
[1] dartecd

Top Hashtags in Tweet in G3:
[78] gijc19
[5] servicetweet
[5] nonprofitjournalism
[2] hamburg
[2] jsmedr
[1] exiljournalismus
[1] ehrlich19
[1] supportjournalism
[1] ddj
[1] python

Top Hashtags in Tweet in G5:
[25] gijc19
[13] investigation
[13] santé
[2] unbiasthenews
[2] hostwriter
[1] collaborativejournalism
[1] pangolins
[1] hamburg
[1] médialabinvestigation

Top Hashtags in Tweet in G6:
[12] gijc19

Top Hashtags in Tweet in G7:
[15] gijc19
[3] kenya

Top Hashtags in Tweet in G8:
[10] gijc19
[7] aijc19

Top Hashtags in Tweet in G9:
[9] gijc19
[3] moneytrail

Top Hashtags in Tweet in G10:
[11] gijc19

Top Words
Top Words in Tweet in Entire Graph:
[290] Words in Sentiment List#1: Positive
[108] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14924] Non-categorized Words
[15322] Total Words
[456] #gijc19
[178] investigative
[121] hamburg
[118] gijn
[85] speakers

Top Words in Tweet in G1:
[110] #gijc19
[75] speakers
[74] african
[65] investigative
[54] part
[40] nigeria
[39] panel
[39] journalist
[36] speak
[36] discussing

Top Words in Tweet in G2:
[84] #gijc19
[51] ন
[37] gijn
[31] investigative
[30] র
[29] conference
[20] hamburg
[18] journalism
[17] nrecherche
[17] য

Top Words in Tweet in G3:
[95] #gijc19
[33] hamburg
[20] zur
[20] mich
[19] correctiv_org
[19] nr
[18] anmelden
[18] nrecherche
[17] hh_bkm
[17] journalism

Top Words in Tweet in G4:
[43] investigative
[26] indigenous
[26] journalists
[25] gijn
[25] najournalists
[25] information
[25] #gijc19
[24] #naja19
[20] 8
[19] guide

Top Words in Tweet in G5:
[34] #gijc19
[23] cfimedias
[19] et
[17] gijn
[17] à
[16] lance
[16] projet
[16] disclose_ngo
[16] plus
[14] pour

Top Words in Tweet in G6:
[52] في
[26] من
[21] #gijc19
[17] هذا
[17] للصحافيين
[16] الاستقصائية
[14] gijn
[11] التي
[11] العرب
[11] مؤتمر

Top Words in Tweet in G7:
[16] #gijc19
[14] panel
[14] speaking
[12] investigative
[12] hamburg
[11] excited
[11] badass
[11] female
[11] journos
[11] coming

Top Words in Tweet in G8:
[10] #gijc19
[7] rox_joseph
[7] still
[7] panel
[7] removed
[7] #aijc19
[7] oxciej
[6] gijn
[6] speaker
[6] breach

Top Words in Tweet in G9:
[13] #gijc19
[8] #moneytrail
[6] talk
[6] investigative
[5] deadline
[5] approaching
[5] investigate
[5] cross
[5] border
[5] illicit

Top Words in Tweet in G10:
[11] journalist
[11] #gijc19
[11] session
[10] headed
[10] next
[10] week
[10] hamburg
[10] sure
[10] check
[10] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] african,speakers
[77] speakers,#gijc19
[54] investigative,journalism
[40] investigative,journalists
[37] member,panel
[36] panel,discussing
[32] gijn,najournalists
[31] indigenous,investigative
[30] check,out
[28] global,investigative

Top Word Pairs in Tweet in G1:
[73] african,speakers
[73] speakers,#gijc19
[36] panel,discussing
[34] member,panel
[22] investigative,journalism
[19] part,four
[19] four,member
[18] speak,session
[15] award,winning
[15] hamburg,germany

Top Word Pairs in Tweet in G2:
[16] nrecherche,interlinkaca
[13] investigative,journalism
[12] ন,ন
[11] latinoamérica,habla
[11] habla,mundo
[11] mundo,connectasorg
[11] connectasorg,hace
[11] hace,buen
[11] buen,recuento
[11] recuento,quienes

Top Word Pairs in Tweet in G3:
[17] hh_bkm,zur
[17] zur,#gijc19
[16] grund,nr
[15] 27,9
[15] 9,podium
[15] podium,investigativjournalismus
[15] investigativjournalismus,als
[15] als,lebenselixier
[15] lebenselixier,demokratie
[15] demokratie,hh_bkm

Top Word Pairs in Tweet in G4:
[25] gijn,najournalists
[24] indigenous,investigative
[24] investigative,journalists
[19] guide,indigenous
[19] journalists,gijn
[19] najournalists,explores
[19] explores,8
[19] 8,key
[19] key,topics
[19] topics,includes

Top Word Pairs in Tweet in G5:
[16] cfimedias,lance
[13] lance,nouveau
[13] nouveau,projet
[13] projet,pour
[13] pour,journalisme
[13] journalisme,d'#investigation
[13] d'#investigation,et
[13] et,#santé
[13] #santé,à
[13] à,hambourg

Top Word Pairs in Tweet in G6:
[11] للصحافيين,العرب
[11] مؤتمر,#gijc19
[10] للصحافة,الاستقصائية
[8] أكثر,من
[6] المؤتمر,العالمي
[6] ستكون,معنا
[6] معنا,صانعة
[6] صانعة,الأفلام
[6] الأفلام,وعضوة
[6] وعضوة,مجلس

Top Word Pairs in Tweet in G7:
[11] excited,speaking
[11] speaking,panel
[11] panel,badass
[11] badass,female
[11] female,investigative
[11] investigative,journos
[11] journos,hamburg
[11] hamburg,coming
[11] coming,week
[11] week,#gijc19

Top Word Pairs in Tweet in G8:
[6] gijn,rox_joseph
[6] rox_joseph,still
[6] still,panel
[6] panel,#gijc19
[6] #gijc19,removed
[6] removed,speaker
[6] speaker,#aijc19
[6] #aijc19,oxciej
[6] oxciej,breach
[6] breach,fundamental

Top Word Pairs in Tweet in G9:
[5] deadline,approaching
[5] investigate,cross
[5] cross,border
[5] border,illicit
[5] illicit,financial
[5] financial,flows
[5] flows,tax
[5] tax,abuse
[5] corruption,africa
[5] africa,asia

Top Word Pairs in Tweet in G10:
[10] journalist,headed
[10] headed,#gijc19
[10] #gijc19,next
[10] next,week
[10] week,hamburg
[10] hamburg,sure
[10] sure,check
[10] check,out
[10] out,session
[10] session,covering

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@nrecherche
@najournalists
@cfimedias
@lowitjainstitut
@mart3es
@aasporle
@native4data
@interlinkaca
@b_obermayer

Top Mentioned in G1:
@dayoaiyetan
@theicir
@dialimpa
@joykirigia
@africauncensore
@mukamipurity
@patrickegwu6
@univofnigeria
@africacheck
@puritymukami_

Top Mentioned in G2:
@gijn
@nrecherche
@interlinkaca
@connectasorg
@gijnes
@dartcenter
@columbiajourn
@sheilacoronel
@gianninasegnini
@guebartsch

Top Mentioned in G3:
@nrecherche
@correctiv_org
@hh_bkm
@carstenbrosda
@b_obermayer
@sz_investigativ
@pafak
@investigace_cz
@oliverschroem
@patevangelista

Top Mentioned in G4:
@gijn
@najournalists
@lowitjainstitut
@mart3es
@aasporle
@native4data
@reuters
@utas_
@ncai1944
@iaos_stat

Top Mentioned in G5:
@cfimedias
@gijn
@disclose_ngo
@gijnfr
@spotify
@nrecherche
@guebartsch
@icijorg
@hostwriter
@ire_nicar

Top Mentioned in G6:
@gijn
@majdulinhasan
@ffregister
@ghariba33
@sarah_giaziri
@rawandamen
@inkyfada
@amrhsayed
@guebartsch
@nrecherche

Top Mentioned in G7:
@ashamwilu
@sheilacoronel

Top Mentioned in G8:
@rox_joseph
@oxciej
@tanyapampalone
@s_reber
@nomatter_n

Top Mentioned in G9:
@idesdebruyne
@lisaakinyimay
@vlaamsfonds
@pascaldecroos
@journalismfund
@nrecherche
@interlinkaca
@gijn

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@germnhernndez16
@chidambara09
@rapplerdotcom
@reuters
@ezeasorije
@kingbiodun_
@4evrstardancer
@malaysiakini
@ndngenuity

Top Tweeters in G1:
@ezeasorije
@kingbiodun_
@kenyanpundit
@owiraowira
@sallymoen2
@mougendi
@postvancoco
@dialimpa
@shehubello
@lovehermother

Top Tweeters in G2:
@germnhernndez16
@malaysiakini
@nyamwanda
@sz
@alarabytv
@kuni84165269
@nahidbashatah
@paula_span
@chancos
@highcountrynews

Top Tweeters in G3:
@rapplerdotcom
@fanetin
@timothymcall
@kreisnagel
@neo4j
@feodoratrill
@nicolakuhrt
@dreferendum
@correctiv_org
@benny_de

Top Tweeters in G4:
@reuters
@4evrstardancer
@ndngenuity
@toddbohannon
@xdevastatedx
@pjkingfisher
@metemsis
@mediaindigena
@utas_
@lilianafranco20

Top Tweeters in G5:
@lionneverte
@2ndleprechaun
@spotify
@sylvainlapoix
@couve
@despairfear
@melindatrochu
@applescruuuff
@dhivet
@cfimedias

Top Tweeters in G6:
@sahelhkj
@hyammufleh
@hanialabndi
@sarah_giaziri
@hananibrahimsai
@simo1399
@gijnarabic
@amrhsayed
@iraqistreets
@ayhamtaha007

Top Tweeters in G7:
@saitonne
@amamacho
@ramah_nyang
@noniemg
@ryan_mucilih
@maxradio99
@ashamwilu
@kromohcliff
@wavuamwambonu
@mauriceotienoo

Top Tweeters in G8:
@thami305
@nomatter_n
@oxciej
@tanyapampalone
@gallagroupnyc
@s_reber
@shandumul
@rickystoch
@thompierce
@dcnafrica

Top Tweeters in G9:
@yukoryu
@idesdebruyne
@oxfameu
@advocassembly
@pascaldecroos
@journalismfund
@lisaakinyimay
@brechtcastel
@babsoos
@vlaamsfonds

Top Tweeters in G10:
@nrginstitute
@margotwilliams
@acme_uganda
@wiemmelki
@mdelasie
@elizamcgrath
@teewai_toyin
@charlesandyoung
@asmaraklein
@christiyong


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