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#GIJC19_2019-09-23_19-11-44.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
September 24, 2019
Short Description:
#GIJC19 via NodeXL http://bit.ly/2mdZqUa
@gijn
@gijnafrica
@nrecherche
@thomasschnedler
@ashamwilu
@nrginstitute
@journalismfund
@smr_foundation
@melindatrochu
@oliverschroem

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

Description:
Description
The graph represents a network of 452 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 Tuesday, 24 September 2019 at 02:12 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 6-minute period from Saturday, 14 September 2019 at 18:30 UTC to Tuesday, 24 September 2019 at 01:36 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 : 452
Unique Edges : 1323
Edges With Duplicates : 366
Total Edges : 1689
Self-Loops : 68
Reciprocated Vertex Pair Ratio : 0.0487084870848708
Reciprocated Edge Ratio : 0.0928923293455313
Connected Components : 25
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 411
Maximum Edges in a Connected Component : 1631
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.018906
Graph Density : 0.00697074348056433
Modularity : 0.555372
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://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[23] https://gijc2019.org/speakers-gijc19/
[14] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[13] https://gijc2019.org/program-gijc19/
[5] https://twitter.com/gijnAfrica/status/1173637689809260550
[5] https://whova.com/portal/globa_201909
[3] https://twitter.com/gijn/status/1173628119300956160
[3] https://gijc2019.org/
[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/

Top URLs in Tweet in G1:
[22] https://gijc2019.org/speakers-gijc19/
[4] 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/
[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://whova.com/embedded/speaker_detail/globa_201909/9050419/

Top URLs in Tweet in G2:
[6] 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://twitter.com/ThomasSchnedler/status/1175058090347159552
[1] https://twitter.com/KoerberLBG/status/1173897166521327616
[1] https://www.hamburg.de/bkm/aktuell/12797202/investigativjournalismus-als-lebenselixier-der-demokratie/
[1] https://netzwerkrecherche.org/blog/newsletter-netzwerk-recherche-nr-177-20-09-2019/#more-17735
[1] https://twitter.com/hatr/status/1176106101349191680
[1] https://twitter.com/chelm/status/1176085891753881600
[1] https://twitter.com/gijn/status/1173628119300956160

Top URLs in Tweet in G3:
[9] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[3] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[3] https://gijc2019.org/program-gijc19/
[2] https://knightcenter.utexas.edu/blog/00-21226-cuban-journalist-uses-creativity-dig-information-and-maintain-database-other-media
[2] https://whova.com/embedded/session/globa_201909/747304/?view=
[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/

Top URLs in Tweet in G4:
[1] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[1] https://www.cfi.fr/fr/projet/medialab-investigation

Top URLs in Tweet in G5:
[3] https://twitter.com/gijnAfrica/status/1173637689809260550
[1] https://www.eventbrite.com/e/j-school-in-hamburg-global-investigative-journalism-conference-tickets-72546936841?ref=estw

Top URLs in Tweet in G6:
[5] https://whova.com/portal/globa_201909
[1] https://twitter.com/gijn/status/1173779863158890496
[1] https://twitter.com/thomasschnedler/status/1175384725902544896
[1] https://twitter.com/gijn/status/1175455406551896074
[1] https://www.facebook.com/MarcusLindemann/posts/10158267428994381
[1] https://twitter.com/gijn/status/1175749589397377026
[1] https://openmediahub.com/access-stories/the-kings-of-the-ukrainian-forests/
[1] https://openmediahub.com/accessstories/video-stories/?asid=432&countryasid=0&subtitleid=0&astypeid=0&assubmit=Search...&cpage=1
[1] https://twitter.com/gijn/status/1174006363892137984
[1] https://twitter.com/danieldrepper/status/1176178515638652928

Top URLs in Tweet in G7:
[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 G8:
[6] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[2] https://gijc2019.org/program-gijc19/
[1] https://gijc2019.org/
[1] https://gijn.org/
[1] https://mailchi.mp/gijn/newsletter-sep19
[1] https://mailchi.mp/gijn/newsletter-sep19?e=b5b6a28b13
[1] http://journalismfundersforum.com/newsletter?utm_content=buffer59f73&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://twitter.com/BibaDK/status/1171689334711508992

Top URLs in Tweet in G9:
[1] https://www.instagram.com/gijn_insta
[1] https://gijc2019.org/program-gijc19/
[1] https://twitter.com/vicari/status/1173540133791944704

Top URLs in Tweet in G10:
[2] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/

Top Domains
Top Domains in Tweet in Entire Graph:
[42] gijc2019.org
[36] twitter.com
[34] gijn.org
[15] whova.com
[14] spotify.com
[4] journalismfund.eu
[3] mailchi.mp
[3] youtube.com
[2] utexas.edu
[2] openmediahub.com

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

Top Domains in Tweet in G2:
[11] twitter.com
[6] gijn.org
[2] spotify.com
[1] hamburg.de
[1] netzwerkrecherche.org
[1] schoepflin-stiftung.de
[1] koerber-stiftung.de
[1] gijc2019.org

Top Domains in Tweet in G3:
[14] gijn.org
[5] whova.com
[5] gijc2019.org
[3] spotify.com
[2] utexas.edu
[2] twitter.com
[1] youtube.com
[1] airtable.com
[1] mailchi.mp
[1] theconversation.com

Top Domains in Tweet in G4:
[1] spotify.com
[1] cfi.fr

Top Domains in Tweet in G5:
[3] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G6:
[9] twitter.com
[5] whova.com
[2] openmediahub.com
[1] facebook.com
[1] gijc2019.org

Top Domains in Tweet in G7:
[1] gijc2019.org
[1] gijn.org
[1] twitter.com

Top Domains in Tweet in G8:
[7] gijn.org
[3] gijc2019.org
[2] mailchi.mp
[1] journalismfundersforum.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] instagram.com
[1] gijc2019.org
[1] twitter.com

Top Domains in Tweet in G10:
[2] gijn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[422] gijc19
[15] hamburg
[15] bbcafricaeye
[14] investigation
[14] santé
[13] kenya
[8] aijc19
[8] senegal
[7] ddj
[6] nigeria



Top Hashtags in Tweet in G1:
[105] gijc19
[15] bbcafricaeye
[9] kenya
[8] senegal
[6] nigeria
[6] ghana
[3] germany
[2] hamburg
[1] gijc
[1] crossborder

Top Hashtags in Tweet in G2:
[90] gijc19
[5] servicetweet
[5] nonprofitjournalism
[2] hamburg
[2] ddj
[2] jsmedr
[1] exiljournalismus
[1] ehrlich19
[1] algorithmicaccountability
[1] spotify

Top Hashtags in Tweet in G3:
[49] gijc19
[4] panamapapers
[3] cuba
[3] podcast
[2] naja19
[2] hamburg
[2] datajournalism
[1] crossborder
[1] ibizagate
[1] cumexfiles

Top Hashtags in Tweet in G4:
[16] gijc19
[13] investigation
[13] santé
[1] médialabinvestigation

Top Hashtags in Tweet in G5:
[23] gijc19
[5] hamburg
[4] kenya

Top Hashtags in Tweet in G6:
[24] gijc19
[1] humborg
[1] investigativereporting
[1] taraszozulinskyy
[1] hamburg
[1] whistleblowers

Top Hashtags in Tweet in G7:
[15] gijc19

Top Hashtags in Tweet in G8:
[20] gijc19
[3] journalismfundersforum
[1] расписание
[1] whova
[1] кто
[1] плейлист
[1] советы
[1] путеводители
[1] gsla19
[1] philanthropy

Top Hashtags in Tweet in G9:
[9] gijc19
[5] journalismofthings
[3] jot
[2] insta
[1] mojo
[1] live
[1] sensors
[1] code
[1] iot
[1] hafencityuniversity

Top Hashtags in Tweet in G10:
[12] gijc19
[8] aijc19
[1] childcare

Top Words
Top Words in Tweet in Entire Graph:
[378] Words in Sentiment List#1: Positive
[119] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16764] Non-categorized Words
[17261] Total Words
[530] #gijc19
[193] investigative
[151] gijn
[144] hamburg
[96] speakers

Top Words in Tweet in G1:
[110] #gijc19
[79] speakers
[77] african
[69] investigative
[51] part
[43] nigeria
[39] panel
[38] journalist
[35] discussing
[35] speak

Top Words in Tweet in G2:
[108] #gijc19
[37] hamburg
[22] mich
[21] nrecherche
[21] nr
[20] zur
[19] correctiv_org
[18] anmelden
[18] grund
[18] team

Top Words in Tweet in G3:
[77] #gijc19
[36] gijn
[29] conference
[24] hamburg
[20] investigative
[14] journalists
[14] available
[13] speaking
[12] journalism
[12] data

Top Words in Tweet in G4:
[46] #gijc19
[45] investigative
[39] gijn
[26] indigenous
[26] journalists
[25] najournalists
[25] information
[24] #naja19
[21] et
[21] guide

Top Words in Tweet in G5:
[28] #gijc19
[21] investigative
[19] speaking
[19] panel
[16] hamburg
[15] excited
[15] badass
[15] female
[15] journos
[15] coming

Top Words in Tweet in G6:
[24] #gijc19
[9] investigative
[8] join
[6] journalism
[6] hamburg
[6] meet
[6] whova
[6] event
[6] app
[5] attendees

Top Words in Tweet in G7:
[52] في
[26] من
[24] #gijc19
[17] للصحافيين
[17] هذا
[16] الاستقصائية
[14] gijn
[11] العرب
[11] العمل
[11] مؤتمر

Top Words in Tweet in G8:
[54] ন
[31] র
[20] #gijc19
[16] ল
[16] ব
[16] য
[15] গ
[14] gijn
[13] ছ
[13] ট

Top Words in Tweet in G9:
[9] #gijc19
[5] come
[5] #journalismofthings
[5] vicari
[5] friday
[4] out
[4] ready
[3] gijn
[3] kasmediaasia
[3] kasmedia

Top Words in Tweet in G10:
[12] #gijc19
[8] panel
[8] rox_joseph
[8] still
[8] removed
[8] #aijc19
[8] oxciej
[7] gijn
[7] speaker
[7] breach

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] african,speakers
[81] speakers,#gijc19
[59] investigative,journalism
[40] investigative,journalists
[39] check,out
[35] panel,discussing
[33] #gijc19,hamburg
[33] member,panel
[31] next,week
[30] global,investigative

Top Word Pairs in Tweet in G1:
[75] african,speakers
[75] speakers,#gijc19
[35] panel,discussing
[29] member,panel
[22] investigative,journalism
[15] centre,investigative
[15] kenya,based
[15] based,data
[15] data,journalist
[15] journalist,part

Top Word Pairs in Tweet in G2:
[18] grund,nr
[17] hh_bkm,zur
[17] zur,#gijc19
[16] #gijc19,hamburg
[15] 27,9
[15] 9,podium
[15] podium,investigativjournalismus
[15] investigativjournalismus,als
[15] als,lebenselixier
[15] lebenselixier,demokratie

Top Word Pairs in Tweet in G3:
[12] speaking,#gijc19
[11] latinoamérica,habla
[11] habla,mundo
[11] mundo,connectasorg
[11] connectasorg,hace
[11] hace,buen
[11] buen,recuento
[11] recuento,quienes
[11] quienes,periodistas
[11] periodistas,región

Top Word Pairs in Tweet in G4:
[25] gijn,najournalists
[24] indigenous,investigative
[24] investigative,journalists
[20] guide,indigenous
[20] journalists,gijn
[20] najournalists,explores
[20] explores,8
[20] 8,key
[20] key,topics
[20] topics,includes

Top Word Pairs in Tweet in G5:
[15] excited,speaking
[15] speaking,panel
[15] panel,badass
[15] badass,female
[15] female,investigative
[15] investigative,journos
[15] journos,hamburg
[15] hamburg,coming
[15] coming,week
[15] week,#gijc19

Top Word Pairs in Tweet in G6:
[6] investigative,journalism
[6] whova,event
[6] event,app
[5] #gijc19,attendees
[5] attendees,new
[5] new,discussion
[5] started,join
[5] join,conversation
[5] conversation,whova
[3] investigative,journalists

Top Word Pairs in Tweet in G7:
[11] للصحافيين,العرب
[11] مؤتمر,#gijc19
[10] للصحافة,الاستقصائية
[8] أكثر,من
[6] ستكون,معنا
[6] معنا,صانعة
[6] صانعة,الأفلام
[6] الأفلام,وعضوة
[6] وعضوة,مجلس
[6] مجلس,إدارة

Top Word Pairs in Tweet in G8:
[13] ন,ন
[9] nrecherche,interlinkaca
[8] র,ন
[7] https,t
[7] t,co
[6] ব,ল
[6] য,চ
[5] gijn,nrecherche
[5] গ,ল
[5] জ,র

Top Word Pairs in Tweet in G9:
[3] ready,#gijc19
[3] #gijc19,come
[3] come,visit
[3] visit,vicari
[3] vicari,workshop
[3] workshop,#journalismofthings
[3] #journalismofthings,#jot
[3] #jot,friday
[3] friday,4
[3] 4,15

Top Word Pairs in Tweet in G10:
[7] gijn,rox_joseph
[7] rox_joseph,still
[7] still,panel
[7] panel,#gijc19
[7] #gijc19,removed
[7] removed,speaker
[7] speaker,#aijc19
[7] #aijc19,oxciej
[7] oxciej,breach
[7] breach,fundamental

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

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

Top Mentioned in G2:
@nrecherche
@correctiv_org
@hh_bkm
@carstenbrosda
@b_obermayer
@sz_investigativ
@pafak
@investigace_cz
@oliverschroem
@patevangelista

Top Mentioned in G3:
@gijn
@connectasorg
@gijnes
@barbaramaseda
@invntario
@geoworldmedia
@nrecherche
@najournalists
@dartcenter
@b_obermayer

Top Mentioned in G4:
@gijn
@najournalists
@lowitjainstitut
@mart3es
@aasporle
@native4data
@cfimedias
@disclose_ngo
@gijnfr
@reuters

Top Mentioned in G5:
@sheilacoronel
@columbiajourn
@dartcenter
@gianninasegnini
@ashamwilu

Top Mentioned in G6:
@openmediahubeu
@whistleblowing

Top Mentioned in G7:
@gijn
@majdulinhasan
@ffregister
@ghariba33
@sarah_giaziri
@rawandamen
@inkyfada
@amrhsayed
@guebartsch
@nrecherche

Top Mentioned in G8:
@gijn
@nrecherche
@interlinkaca
@hackette7
@ifkmw
@guebartsch
@bibadk
@simanovych
@spotify

Top Mentioned in G9:
@vicari
@gijn
@kasmediaasia
@kasmedia
@kasmediasee
@wernereggert
@jonakademie
@wytsevellinga
@hamburg_de
@thomasschnedler

Top Mentioned in G10:
@rox_joseph
@oxciej
@tanyapampalone
@s_reber
@nomatter_n

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@germnhernndez16
@chidambara09
@rapplerdotcom
@habbradley
@santchiweb
@reuters
@nytimes
@washingtonpost
@premiumtimesng

Top Tweeters in G1:
@premiumtimesng
@ezeasorije
@kingbiodun_
@kenyanpundit
@owiraowira
@sallymoen2
@mougendi
@dialimpa
@chrisroper
@shehubello

Top Tweeters in G2:
@rapplerdotcom
@fanetin
@timothymcall
@kreisnagel
@linarobleslujan
@derspiegel
@neo4j
@feodoratrill
@nicolakuhrt
@danieldrepper

Top Tweeters in G3:
@germnhernndez16
@malaysiakini
@sz
@alarabytv
@chancos
@highcountrynews
@antoniodmmito
@cbcindigenous
@pdpagina
@connectasorg

Top Tweeters in G4:
@reuters
@4evrstardancer
@ndngenuity
@lionneverte
@toddbohannon
@xdevastatedx
@pjkingfisher
@metemsis
@sylvainlapoix
@mediaindigena

Top Tweeters in G5:
@habbradley
@saitonne
@amamacho
@ramah_nyang
@noniemg
@ryan_mucilih
@maxradio99
@paula_span
@jamilamohamed
@columbiajourn

Top Tweeters in G6:
@philchamberlain
@sylkegruhnwald
@jsachse
@wloosen
@whistleblowing
@ljdefreitas
@dewulfluk
@marcuslindemann
@saleckzeid
@openmediahubeu

Top Tweeters in G7:
@sahelhkj
@hyammufleh
@hanialabndi
@sarah_giaziri
@alaaabdulwahab0
@hananibrahimsai
@simo1399
@gijnarabic
@amrhsayed
@iraqistreets

Top Tweeters in G8:
@nyamwanda
@nahidbashatah
@nguclayton_
@datatheism
@ejcnet
@mediagfmd
@gijnru
@okbelli
@halemverlag
@ukrueg

Top Tweeters in G9:
@wytsevellinga
@vicari
@stephanweichert
@kasonline
@marcusnicolini
@mizbabelsberg
@kasmediaasia
@kasmediasee
@fraucsu
@kasmedia

Top Tweeters in G10:
@thami305
@nomatter_n
@oxciej
@tanyapampalone
@nobe_luna
@gallagroupnyc
@s_reber
@shandumul
@rickystoch
@thompierce


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