#GIJC19, Twitter, 9/25/2019 6:57:22 PM, 210992


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#GIJC19_2019-09-25_11-45-55.xlsx
#GIJC19_2019-09-25_11-45-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 25, 2019
Short Description:
#GIJC19 via NodeXL http://bit.ly/2na0GYP
@gijn
@gijnafrica
@sdp
@yazanalrous
@thomasschnedler
@dw_akademie
@nrecherche
@maryftz
@opendemocracy
@cfimedias

Top hashtags:
#gijc19
#hamburg
#investigation
#santé
#nigeria
#journalism
#investigativejournalism

Description:
Description
The graph represents a network of 873 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 Wednesday, 25 September 2019 at 18:47 UTC.

The tweets in the network were tweeted over the 9-day, 0-hour, 48-minute period from Monday, 16 September 2019 at 17:52 UTC to Wednesday, 25 September 2019 at 18:40 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 : 873
Unique Edges : 2322
Edges With Duplicates : 1068
Total Edges : 3390
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.0693400167084378
Reciprocated Edge Ratio : 0.1296875
Connected Components : 57
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 743
Maximum Edges in a Connected Component : 3183
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.326741
Graph Density : 0.00336286347825173
Modularity : 0.514473
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://gijc2019.org/speakers-gijc19/
[26] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[18] https://gijc2019.org/program-gijc19/
[12] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[10] https://www.occrp.org/en/investigations/inside-a-ukrainian-troll-farm
[6] https://gijn.org/join-our-global-community/
[6] https://gijc2019.org/
[6] https://gijc2019.org/live-stream/
[5] https://twitter.com/BivolBg/status/1176727452300828672
[5] https://twitter.com/gijnAfrica/status/1173637689809260550

Top URLs in Tweet in G1:
[20] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[5] https://gijc2019.org/live-stream/
[4] https://gijn.org/join-our-global-community/
[4] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[4] https://twitter.com/Clarita_Wba/status/1176801978036432897
[4] https://gijc2019.org/
[3] https://www.instagram.com/gijn_insta/
[3] https://gijc2019.org/program-gijc19/
[3] https://www.facebook.com/olga.simanovich
[3] https://gijn.org/about/staff-member/olga-simanovych/

Top URLs in Tweet in G2:
[24] https://gijc2019.org/speakers-gijc19/
[5] https://gijc2019.org/program-gijc19/
[5] https://twitter.com/gijnAfrica/status/1173637689809260550
[4] https://twitter.com/BivolBg/status/1176727452300828672
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210826
[3] 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://whova.com/embedded/session/globa_201909/747188/
[2] https://twitter.com/ICIJorg/status/1176617340525522944
[1] https://www.youtube.com/channel/UCY8xUWeaWVE4JY05JUupzYQ

Top URLs in Tweet in G3:
[5] https://inkyfada.com/fr/dossier/implant-files/
[4] https://gijc2019.org/program-gijc19/
[4] https://whova.com/portal/globa_201909
[3] https://gijn.org/2019/09/16/going-to-gijc19-in-hamburg-say-moin-and-a-few-more-tips-to-prepare/
[2] https://www.cfi.fr/fr/projet/medialab-investigation
[2] https://whova.com/embedded/session/globa_201909/747129/?view=Si
[2] https://gijc2019.org/speakers-gijc19/
[2] https://www.instagram.com/p/B200oxQC31i/
[1] https://whova.com/embedded/speaker/globa_201909/8775922/
[1] https://twitter.com/DHivet/status/1176776220308058112

Top URLs in Tweet in G4:
[5] https://open.spotify.com/playlist/4xtdNWVEMHk2Ycp8GnlMSz?si=sABAffbrTYi7r_uWjV3KOg
[2] https://twitter.com/gijn/status/1176520816172965890
[1] https://rudolf-augstein-stiftung.de/en/how-to-fund-investigative-journalism/
[1] https://www.eventbrite.de/e/book-launch-unbias-the-news-tickets-72054281295
[1] https://membershippuzzle.org/articles-overview/memberful-routines
[1] https://correctiv.org/en/top-stories-en/2019/09/24/the-president-and-the-arms-dealer/
[1] https://globalstory.pangolinreports.com/
[1] https://gijc2019.org/speakers-gijc19/
[1] https://twitter.com/correctiv_org/status/1173629161614823425
[1] https://www.youtube.com/watch?v=GgGF_oSDFr0


Top URLs in Tweet in G5:
[1] https://twitter.com/gijn/status/1174006363892137984
[1] https://twitter.com/ajreid/status/1176849574398484486
[1] https://www.opendemocracy.net/en/opportunities-at-opendemocracy/

Top URLs in Tweet in G6:
[1] https://www.dw.com/p/3PXBv
[1] https://www.dw.com/p/3Q4sS
[1] https://www.dw.com/p/3P4Ah
[1] https://www.dw.com/en/how-to-fund-investigative-journalism/a-50303247?maca=en-Twitter-sharing
[1] https://www.dw.com/en/dataship-fellows-search-for-stories-buried-in-data/a-50544288
[1] https://www.dw.com/en/how-to-fund-investigative-journalism/a-50303247
[1] https://www.dw.com/downloads/50303188/dwa-investigative-journalism-web.pdf

Top URLs in Tweet in G7:
[2] https://www.connectas.org/labs/latinoamerica-le-habla-al-mundo/
[1] https://gijn.org/join-our-global-community/
[1] https://twitter.com/gijn/status/1176783712735911938
[1] https://gijc2019.org/
[1] https://gijc2019.org/program-gijc19/
[1] https://whova.com/embedded/speaker/globa_201909/8669771/
[1] https://twitter.com/TheSignalsNetw/status/1176151710642794499?s=19
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209611

Top URLs in Tweet in G8:
[1] https://twitter.com/gijn/status/1173628119300956160
[1] https://twitter.com/gijn/status/1173779863158890496
[1] https://twitter.com/thomasschnedler/status/1175384725902544896
[1] https://whova.com/embedded/session/globa_201909/747226/
[1] https://twitter.com/gijn/status/1175749589397377026
[1] https://twitter.com/danieldrepper/status/1176178515638652928
[1] https://twitter.com/nrecherche/status/1176124740836233224
[1] https://whova.com/whova-event-app/
[1] https://twitter.com/gijn/status/1175455406551896074
[1] https://twitter.com/gijn/status/1176730305132208128

Top URLs in Tweet in G9:
[10] https://www.occrp.org/en/investigations/inside-a-ukrainian-troll-farm
[1] https://rsf.org/en/news/although-diabetic-leading-azerbaijani-journalist-hunger-strike-prison

Top URLs in Tweet in G10:
[1] https://gijc2019.org/program-gijc19/
[1] https://gijn.org/citizen-investigation-guide/
[1] https://kit.exposingtheinvisible.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[77] twitter.com
[65] gijc2019.org
[54] gijn.org
[27] whova.com
[12] spotify.com
[10] instagram.com
[10] occrp.org
[10] dw.com
[6] inkyfada.com
[5] facebook.com

Top Domains in Tweet in G1:
[42] gijn.org
[26] twitter.com
[19] gijc2019.org
[11] whova.com
[7] instagram.com
[4] spotify.com
[3] mailchi.mp
[3] dw.com
[3] facebook.com
[2] youtube.com

Top Domains in Tweet in G2:
[30] gijc2019.org
[15] twitter.com
[5] gijn.org
[4] whova.com
[3] nodexlgraphgallery.org
[2] spotify.com
[1] youtube.com
[1] icij.org
[1] eventbrite.com

Top Domains in Tweet in G3:
[9] whova.com
[9] twitter.com
[7] gijc2019.org
[6] inkyfada.com
[4] cfi.fr
[3] gijn.org
[2] instagram.com
[2] facebook.com
[1] google.com
[1] arij.net

Top Domains in Tweet in G4:
[5] spotify.com
[4] twitter.com
[1] rudolf-augstein-stiftung.de
[1] eventbrite.de
[1] membershippuzzle.org
[1] correctiv.org
[1] pangolinreports.com
[1] gijc2019.org
[1] youtube.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] opendemocracy.net

Top Domains in Tweet in G6:
[7] dw.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] gijc2019.org
[2] connectas.org
[1] gijn.org
[1] whova.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[8] twitter.com
[2] whova.com
[1] gijn.org
[1] instagram.com

Top Domains in Tweet in G9:
[10] occrp.org
[1] rsf.org

Top Domains in Tweet in G10:
[1] gijc2019.org
[1] gijn.org
[1] exposingtheinvisible.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1022] gijc19
[86] hamburg
[46] investigation
[33] santé
[28] nigeria
[22] journalism
[20] investigativejournalism
[20] medialabinvestigation
[20] kenya
[14] bbcafricaeye



Top Hashtags in Tweet in G1:
[321] gijc19
[24] hamburg
[6] journalism
[5] sketchnote
[5] ddj
[4] panamapapers
[4] nonprofitjournalism
[3] podcast
[3] media
[3] africa

Top Hashtags in Tweet in G2:
[181] gijc19
[28] nigeria
[20] kenya
[17] hamburg
[14] bbcafricaeye
[9] senegal
[6] ghana
[4] panamapapers
[3] germany
[2] investigativejournalism

Top Hashtags in Tweet in G3:
[252] gijc19
[43] investigation
[32] santé
[30] hamburg
[20] medialabinvestigation
[9] médialabinvestigation
[9] arab
[9] journalists
[7] health
[7] journalisme

Top Hashtags in Tweet in G4:
[49] gijc19
[8] unbiasthenews
[5] hamburg
[2] hostwriter
[2] pangolin
[1] childcare
[1] diversity
[1] gijn
[1] gerc
[1] collaborativejournalism

Top Hashtags in Tweet in G5:
[4] gijc19

Top Hashtags in Tweet in G6:
[28] gijc19
[14] investigativejournalism
[11] dataship
[7] datajournalism
[5] afterthescoop
[5] mediadev
[2] hamburg
[1] opendata
[1] scoop19
[1] funding

Top Hashtags in Tweet in G7:
[27] gijc19
[1] panamapapers
[1] whistleblowers
[1] proyectomiroslava
[1] ddj
[1] miroslavabreach
[1] scicar19
[1] foj2019

Top Hashtags in Tweet in G8:
[33] gijc19
[4] hamburg
[1] hafencity
[1] journalists
[1] gijc
[1] nofilter
[1] deutschland
[1] deutschewelle
[1] deutschewelleakademie
[1] gijc2019

Top Hashtags in Tweet in G9:
[10] afganmukhtarli
[2] gijc19
[1] ukraine
[1] freeafganmukhtarli
[1] hdim2019
[1] azerbaijan

Top Hashtags in Tweet in G10:
[17] gijc19
[1] berlin
[1] hamburg
[1] osint

Top Words
Top Words in Tweet in Entire Graph:
[936] Words in Sentiment List#1: Positive
[330] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[38814] Non-categorized Words
[40080] Total Words
[1369] #gijc19
[344] investigative
[306] hamburg
[276] gijn
[242] conference

Top Words in Tweet in G1:
[359] #gijc19
[118] conference
[117] ন
[112] gijn
[112] hamburg
[99] here
[85] follow
[81] র
[76] investigative
[72] journalists

Top Words in Tweet in G2:
[204] #gijc19
[115] investigative
[103] speakers
[101] african
[75] panel
[57] journalist
[51] journalism
[46] part
[46] discussing
[44] hamburg

Top Words in Tweet in G3:
[342] #gijc19
[107] cfimedias
[99] في
[83] gijn
[75] à
[65] sur
[63] pour
[57] serenatinari
[55] من
[54] gijnfr

Top Words in Tweet in G4:
[63] #gijc19
[30] hamburg
[25] journalism
[20] global
[19] investigative
[19] correctiv_org
[17] conference
[15] up
[14] here
[12] book

Top Words in Tweet in G5:
[55] #gijc19
[49] 5
[49] days
[49] left
[49] apply
[49] 3
[49] awesome
[49] jobs
[49] opendemocracy
[49] seeking

Top Words in Tweet in G6:
[66] #gijc19
[32] dw_akademie
[32] #mediadev
[31] fund
[24] dw
[24] #investigativejournalism
[24] journalists
[24] medios
[22] report
[20] investigative

Top Words in Tweet in G7:
[44] #gijc19
[17] gijn
[15] español
[15] periodistas
[14] través
[13] hace
[13] región
[13] seguir
[13] sesiones
[13] gijnes

Top Words in Tweet in G8:
[33] #gijc19
[10] hamburg
[8] journalism
[7] investigative
[5] global
[5] conference
[5] looking
[5] forward
[5] great
[4] see

Top Words in Tweet in G9:
[20] now
[20] up
[20] #gijc19
[10] abduction
[10] georgia
[10] harassment
[10] prison
[10] everything
[10] #afganmukhtarli's
[10] story

Top Words in Tweet in G10:
[19] #gijc19
[8] hamburg
[7] hamburgo
[7] investigación
[7] gijn
[7] exposing
[7] invisible
[7] kit
[6] periodismo
[6] hoy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[160] investigative,journalism
[102] african,speakers
[102] speakers,#gijc19
[86] #gijc19,hamburg
[83] global,investigative
[68] journalism,conference
[56] days,left
[55] hamburg,#gijc19
[53] thanks,#gijc19
[52] 5,days

Top Word Pairs in Tweet in G1:
[44] investigative,journalism
[42] #gijc19,hamburg
[26] hamburg,#gijc19
[26] nrecherche,interlinkaca
[26] global,investigative
[25] pre,conference
[23] more,1
[23] looking,forward
[21] gijn,nrecherche
[20] 1,500

Top Word Pairs in Tweet in G2:
[99] african,speakers
[99] speakers,#gijc19
[46] panel,discussing
[43] investigative,journalism
[29] member,panel
[21] part,four
[21] four,member
[16] investigative,journalist
[16] excited,speaking
[16] speaking,panel

Top Word Pairs in Tweet in G3:
[30] enquêter,sur
[30] serenatinari,hanzbiss
[29] à,hambourg
[28] hanzbiss,rozennlesaint
[24] #gijc19,gijnfr
[20] cfimedias,lance
[20] par,cfimedias
[19] nouveau,projet
[19] sur,santé
[18] ressources,pour

Top Word Pairs in Tweet in G4:
[17] investigative,journalism
[12] saturday,speak
[12] speak,#gijc19
[12] #gijc19,hamburg
[12] hamburg,investigations
[12] investigations,international
[12] international,arms
[12] arms,trade
[12] trade,here
[12] here,result

Top Word Pairs in Tweet in G5:
[49] 5,days
[49] days,left
[49] left,apply
[49] apply,3
[49] 3,awesome
[49] awesome,jobs
[49] jobs,opendemocracy
[49] opendemocracy,seeking
[49] seeking,journalists
[49] journalists,based

Top Word Pairs in Tweet in G6:
[19] dw,akademie
[17] #mediadev,#gijc19
[14] investigative,journalism
[13] fund,investigative
[13] informe,mundial
[13] mundial,sobre
[13] sobre,periodismo
[13] periodismo,investigación
[13] éxito,viabilidad
[12] fund,#investigativejournalism

Top Word Pairs in Tweet in G7:
[13] través,gijnes
[12] latinoamérica,habla
[12] habla,mundo
[12] mundo,connectasorg
[12] connectasorg,hace
[12] hace,buen
[12] buen,recuento
[12] recuento,quienes
[12] quienes,periodistas
[12] periodistas,región

Top Word Pairs in Tweet in G8:
[5] global,investigative
[5] investigative,journalism
[5] journalism,conference
[5] looking,forward
[3] #gijc19,hamburg
[2] going,#gijc19
[2] conference,hamburg
[2] data,journalism
[2] investigative,journalists
[2] success,#gijc19

Top Word Pairs in Tweet in G9:
[10] abduction,georgia
[10] georgia,harassment
[10] harassment,prison
[10] prison,everything
[10] everything,#afganmukhtarli's
[10] #afganmukhtarli's,story
[10] story,deeply
[10] deeply,outrageous
[10] outrageous,now
[10] now,life

Top Word Pairs in Tweet in G10:
[7] hamburgo,#gijc19
[7] exposing,invisible
[7] invisible,kit
[5] global,investigative
[5] investigative,journalism
[5] journalism,conference
[5] conference,#gijc19
[4] seguimos,hamburgo
[4] #gijc19,discutiendo
[4] discutiendo,retos

Top Replied-To
Top Replied-To in Entire Graph:
@gijn
@cfimedias
@philninh
@syednazakat
@defenseworld
@cecileallegra
@diinsilversmith
@thomasschnedler
@sofiesofia75
@columbia

Top Replied-To in G1:
@gijn
@philninh
@thomasschnedler
@diinsilversmith
@sofiesofia75
@micke_grill

Top Replied-To in G2:
@columbia
@margotwilliams

Top Replied-To in G3:
@cfimedias
@cecileallegra
@defenseworld
@gijn
@linaattalah

Top Replied-To in G4:
@zeit

Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@cfimedias
@nrecherche
@gijnfr
@opendemocracy
@serenatinari
@hanzbiss
@dw_akademie
@inkyfada
@paulmyersbbc

Top Mentioned in G1:
@gijn
@nrecherche
@interlinkaca
@hcuhamburg
@jonakademie
@paulmyersbbc
@cfimedias
@dartcenter
@zuzanavlasata
@philninh

Top Mentioned in G2:
@musikilu
@gijn
@premiumtimesng
@marinawalkerg
@willfitzgibbon
@shirafu
@icijorg
@mukamipurity
@patrickegwu6
@univofnigeria

Top Mentioned in G3:
@cfimedias
@gijn
@gijnfr
@serenatinari
@hanzbiss
@inkyfada
@rozennlesaint
@disclose_ngo
@majdulinhasan
@ledesk_ma

Top Mentioned in G4:
@correctiv_org
@sternde
@frontal21
@hostwriter
@spotify
@nrecherche
@guebartsch
@icijorg
@cfimedias
@ire_nicar

Top Mentioned in G5:
@opendemocracy

Top Mentioned in G6:
@dw_akademie
@sdp
@ejcnet
@giz_gmbh
@plazapublicagt
@gijn
@nrecherche
@maierastrid
@zielina
@romanusotte

Top Mentioned in G7:
@gijn
@gijnes
@connectasorg
@rsettles
@f_obermaier
@julieposetti
@delphinehalgand
@thesignalsnetw
@risj_oxford

Top Mentioned in G9:
@slidstvo_info
@occrp
@elodievialle

Top Mentioned in G10:
@gijn
@info_activism
@bellingcat
@bayer_julia
@lschw
@sector035
@quiztime
@asakademie
@johanna_wild

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@germnhernndez16
@chidambara09
@habbradley
@santchiweb
@stefan_laurell
@ronaldjhelzenga
@manson_marina
@sufiboy
@nytimes

Top Tweeters in G1:
@santchiweb
@manson_marina
@nicebastard
@malaysiakini
@fanetin
@nyamwanda
@sz
@alarabytv
@sherpayo
@kreisnagel

Top Tweeters in G2:
@habbradley
@premiumtimesng
@chinghizm
@ezeasorije
@kingbiodun_
@kenyanpundit
@owiraowira
@sallymoen2
@saitonne
@mougendi

Top Tweeters in G3:
@sahelhkj
@ronaldjhelzenga
@abangmercy
@lionneverte
@fo0_
@zaouihabib
@moniabh
@fabricehodecent
@dialimpa
@moneimpress

Top Tweeters in G4:
@thomasknorra
@sternde
@presroi
@clancynewyork
@wortglauberei
@urban_aid
@spotify
@jg910
@maddylina25
@datatheism

Top Tweeters in G5:
@sufiboy
@sunny_hundal
@keltik_
@iammardikins
@tristramwyatt
@cletus1969
@joanaamorais
@wyliehorn
@susannaamala5
@adamramsay

Top Tweeters in G6:
@quiquegodoy
@kuni84165269
@mikeoghia
@vmoreira
@plazapublicagt
@albinsonl
@tom_el_rumi
@rolyoly
@odangaring
@davidhpalmar

Top Tweeters in G7:
@germnhernndez16
@nytimes
@washingtonpost
@mariaressa
@ewalds6
@julieposetti
@bskylstad
@mariacattini
@chancos
@antoniodmmito

Top Tweeters in G8:
@dirkkirchberg
@elainediaz2003
@philchamberlain
@megclement
@sylkegruhnwald
@wloosen
@ljdefreitas
@stephanehorel
@sanjit_oberai
@kavyasukumar

Top Tweeters in G9:
@cavidaga
@huseynli_ilkin
@klaatunectarine
@ilenesanti
@gafaroff_h
@btcfork
@occrp
@rebecca_vincent
@br0nya
@ellebal1111

Top Tweeters in G10:
@teresamontao
@sound_of_sirens
@ciudadano_zer0
@weskandar
@info_activism
@x_net_
@henkvaness
@fiete_stegers
@bellingcat
@pitihacklab


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