datajournalism, Twitter, 10/25/2021 7:04:52 PM, 264743


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datajournalism_2021-10-25_09-18-41.xlsx
datajournalism_2021-10-25_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/2ZwGNyF
@datajournalism
@gijn
@triciagov
@bahareh360
@albertocairo
@st_rabl
@jamoeberl
@ona
@zahratunda
@juancsimo

Top hashtags:
#datajournalism
#dataviz
#pandorapapers
#ddj
#data
#journalism
#media
#freecourses
#equity

Description:
Description
The graph represents a network of 586 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 October 2021 at 16:19 UTC.

The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 15-hour, 59-minute period from Monday, 11 October 2021 at 07:00 UTC to Sunday, 24 October 2021 at 23:00 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 : 586
Unique Edges : 517
Edges With Duplicates : 1008
Total Edges : 1525
Number of Edge Types : 5
Retweet : 439
MentionsInRetweet : 774
Mentions : 222
Tweet : 81
Replies to : 9
Self-Loops : 82
Reciprocated Vertex Pair Ratio : 0.0477299185098952
Reciprocated Edge Ratio : 0.0911111111111111
Connected Components : 74
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 864
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.009233
Graph Density : 0.00262536098713573
Modularity : 0.476979
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 586 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 October 2021 at 16:19 UTC.

The requested start date was Monday, 25 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 15-hour, 59-minute period from Monday, 11 October 2021 at 07:00 UTC to Sunday, 24 October 2021 at 23:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : datajournalism
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:
[11] https://www.youtube.com/watch?v=jDpiYodNp5U

[9] https://auctions.lab.imedd.org/
[7] https://datajournalism.com/read/blog/learning-paths-into-data-journalism
[5] https://twitter.com/datajournalism/status/1448899290286510094
[5] http://Coda.Br
[5] https://journalismcourses.org/coursecat/self-directed-courses/
[4] https://datajournalism.com/
[3] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[3] http://www.verigazeteciligi.com/veri-gazeteciligi-podcastleri/
[3] https://twitter.com/datajournalism/status/1448258986445320197

Top URLs in Tweet in G1:
[5] https://datajournalism.com/read/blog/learning-paths-into-data-journalism
[3] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[3] http://www.verigazeteciligi.com/veri-gazeteciligi-podcastleri/
[2] https://gijn.org/2021/10/08/pandora-papers-data-podcasts-scottish-care-homes/
[2] https://www.addevent.com/event/Ub9344319
[2] https://twitter.com/datajournalism/status/1448899290286510094
[2] https://gijn.org/2021/10/11/top-10-ddj-arhiv-pandoryi-podkastyi-o-dannyih-i-covid-19-v-domah-prestarelyih/
[1] https://gijn.org/2021/10/14/data-journalism-top-10-nobel-prizes-hong-kong-fuel-shortages/
[1] https://www.europeanpressprize.com
[1] https://twitter.com/i/web/status/1447457129930137602

Top URLs in Tweet in G3:
[2] https://twitter.com/datajournalism/status/1448258986445320197
[1] https://medium.com/we-are-the-european-journalism-centre/grants-of-up-to-7-500-usd-for-journalists-reporting-on-global-health-security-6dfb2a06a427
[1] https://twitter.com/datajournalism/status/1448899290286510094
[1] http://evt.to/sguugasw?utm_content=buffer719d9&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://go.ejc.net/webmail/893741/303573113/5904069e11214daa8be0dfc9194522a7a7c6f56bcaaa4f3b9521a6f7812c31be?utm_content=buffer6d7af&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] http://evt.to/sguugasw
[1] https://twitter.com/datajournalism/status/1450359189151404033
[1] https://datajournalism.com/read/blog/learning-paths-into-data-journalism

Top URLs in Tweet in G4:
[1] https://twitter.com/POATVUganda/status/1452178767900774400

Top URLs in Tweet in G5:
[1] https://idatosabiertos.org/publicaciones/recomedaciones-feminismo-etica-y-datos-geoespaciales/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] http://ieeevis.org/year/2021/welcome?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.datasketch.co/newsletter/data-journalism/issue-5-tv-shows-castles-and-dinosaurs/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://twitter.com/i/web/status/1452409674578415623
[1] https://twitter.com/i/web/status/1452258609920884738
[1] https://www.elconfidencial.com/cultura/2021-10-13/castillos-conservacion-arquitectura-especial-datos_3303733/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.theguardian.com/environment/ng-interactive/2021/oct/14/climate-change-happening-now-stats-graphs-maps-cop26?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.abc.net.au/news/2021-10-14/how-the-gambling-industry-cashed-in-on-political-donations/100509026?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G6:
[2] https://twitter.com/datajournalism/status/1448899290286510094
[1] https://twitter.com/datajournalism/status/1447457129930137602
[1] https://gijn.org/2021/10/08/pandora-papers-data-podcasts-scottish-care-homes/
[1] https://www.swr.de/swraktuell/coronavirus-schnelltests-in-der-dritten-welle-was-hat-es-genuetzt-100.html
[1] https://twitter.com/rainforest_rin/status/1448236116109299717
[1] https://twitter.com/datajournalism/status/1448552849160474625
[1] https://twitter.com/ejcnet/status/1448915605977976832
[1] https://twitter.com/datajournalism/status/1448258986445320197
[1] https://twitter.com/nwm_india/status/1448618327773904897
[1] https://datajournalism.com/read/blog/learning-paths-into-data-journalism

Top URLs in Tweet in G7:
[1] https://twitter.com/openparltv/status/1450704018783752194
[1] https://escoladedados.org/coda2021/
[1] https://twitter.com/EscolaDeDados/status/1448416723162521600

Top URLs in Tweet in G8:
[1] https://twitter.com/VerinaMondua/status/1451875131593273347

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/e/1FAIpQLSelXGOSZqmUEO7pIvX5Ht_fi0zssOujA9Cisgp0-aSuqxb2Nw/viewform
[1] https://twitter.com/AIJC_Conference/status/1447829432362754048

Top URLs in Tweet in G10:
[1] https://twitter.com/datajournalism/status/1450793541307883528
[1] http://albertocairo.com/
[1] https://datajournalism.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[48] twitter.com
[21] datajournalism.com
[14] youtube.com
[12] imedd.org
[11] gijn.org
[5] coda.br
[5] journalismcourses.org
[3] verigazeteciligi.com
[3] evt.to
[3] business-standard.com

Top Domains in Tweet in G1:
[10] gijn.org
[8] datajournalism.com
[7] twitter.com
[3] verigazeteciligi.com
[2] addevent.com
[2] discord.com
[1] europeanpressprize.com
[1] evt.to
[1] journalists.org
[1] dataliteracy.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] evt.to
[1] medium.com
[1] ejc.net
[1] datajournalism.com

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

Top Domains in Tweet in G5:
[2] twitter.com
[1] idatosabiertos.org
[1] ieeevis.org
[1] datasketch.co
[1] elconfidencial.com
[1] theguardian.com
[1] net.au

Top Domains in Tweet in G6:
[12] twitter.com
[5] datajournalism.com
[1] gijn.org
[1] swr.de
[1] davidlibeau.fr
[1] linkedin.com
[1] nytimes.com

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

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

Top Domains in Tweet in G9:
[1] google.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] albertocairo.com
[1] datajournalism.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[255] datajournalism
[53] dataviz
[47] pandorapapers
[29] ddj
[17] data
[15] journalism
[14] media
[11] freecourses
[11] equity
[11] ethics



Top Hashtags in Tweet in G1:
[73] datajournalism
[37] dataviz
[20] ddj
[10] bias
[9] pandorapapers
[9] journalism
[5] data
[3] oja21
[3] code
[3] journalist

Top Hashtags in Tweet in G2:
[2] trabajo
[2] trabajoar
[2] periodismodedatos
[2] datajournalism

Top Hashtags in Tweet in G3:
[37] pandorapapers
[25] datajournalism
[3] journalismgrant
[1] globalhealth
[1] journalism

Top Hashtags in Tweet in G4:
[4] datajournalism
[3] investigativejournalism
[1] investigativejournalist
[1] poaupdates

Top Hashtags in Tweet in G5:
[16] datajournalism
[1] climatedisaster

Top Hashtags in Tweet in G6:
[13] datajournalism
[3] dataviz
[2] ddj
[1] pandorapapers
[1] opendata
[1] cognitive
[1] load
[1] nwmindia
[1] journorequest
[1] datajourno

Top Hashtags in Tweet in G7:
[4] datajournalism
[3] codabr21
[3] digitalmethods
[1] bundestag
[1] journalismus
[1] opendata
[1] opensource
[1] digitaltransformation
[1] dataforgood
[1] conference

Top Hashtags in Tweet in G8:
[8] affcameroon
[5] datajournalism
[4] factchecking
[3] defyhatenow
[3] hatefreecameroon
[1] medialiteracy
[1] camerounsanshaine
[1] uncamerounsanshaine
[1] consolidationdelapaix
[1] hatespeech

Top Hashtags in Tweet in G9:
[12] datajournalism
[3] lge2021
[3] aijc2021
[1] elections2021
[1] mediatraining
[1] southafrica

Top Hashtags in Tweet in G10:
[8] datajournalism
[8] examples
[1] chapters
[1] papers
[1] followerpower
[1] selfnominationswelcome

Top Words
Top Words in Tweet in Entire Graph:
[255] #datajournalism
[177] datajournalism
[126] data
[86] journalism
[72] datos
[68] periodismo
[64] proyecto
[60] tenés
[60] experiencia
[60] vivís

Top Words in Tweet in G1:
[102] datajournalism
[73] #datajournalism
[43] gijn
[41] data
[37] #dataviz
[35] duncanand
[35] projects
[35] bahareh360
[31] journalism
[31] list

Top Words in Tweet in G2:
[67] periodismo
[67] datos
[60] tenés
[60] experiencia
[60] vivís
[60] buenos
[60] aires
[60] proyecto
[58] juancsimo
[54] esperando

Top Words in Tweet in G3:
[64] datajournalism
[37] #pandorapapers
[32] ejcnet
[30] join
[29] pirhoo
[25] #datajournalism
[22] live
[21] investigation
[20] behind
[20] history

Top Words in Tweet in G4:
[19] nabaasainnocent
[15] solomonserwanjj
[15] chaff
[13] learning
[12] another
[12] day
[12] today
[12] trainer
[12] executive
[12] director

Top Words in Tweet in G5:
[16] #datajournalism
[8] datasketch
[6] valued
[6] visualization
[5] research
[5] data
[3] stunning
[3] design
[3] enough
[3] viewer

Top Words in Tweet in G6:
[13] #datajournalism
[9] data
[6] journalism
[3] learning
[3] #dataviz
[3] handbook
[2] karya
[2] #ddj
[2] guide
[2] exciting

Top Words in Tweet in G7:
[16] heute
[15] mega
[15] gut
[15] openparltv
[15] geht
[15] suchmaschine
[15] interaktive
[15] videoplattform
[15] parlamentsdebatten
[15] online

Top Words in Tweet in G8:
[8] #affcameroon
[7] cohort
[7] douala
[5] #datajournalism
[5] factcheckng
[5] defyhatenow
[4] #factchecking
[4] day
[4] africa
[4] fellowship

Top Words in Tweet in G9:
[12] #datajournalism
[8] aijc_conference
[6] register
[6] teganbedser
[6] refreshing
[6] women
[6] panel
[6] morning
[6] thanks
[6] insights

Top Words in Tweet in G10:
[8] jamoeberl
[8] hey
[8] everyone
[8] teaching
[8] course
[8] #datajournalism
[8] fall
[8] favorite
[8] #examples
[8] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[73] data,journalism
[68] periodismo,datos
[60] tenés,experiencia
[60] experiencia,periodismo
[60] datos,vivís
[60] vivís,buenos
[60] buenos,aires
[60] aires,proyecto
[54] proyecto,esperando
[53] alerta,trabajo

Top Word Pairs in Tweet in G1:
[27] data,journalism
[22] looking,tools
[22] tools,boost
[22] boost,#datajournalism
[22] #datajournalism,projects
[22] projects,researcher
[22] researcher,trainer
[22] trainer,bahareh360
[22] bahareh360,shared
[22] shared,list

Top Word Pairs in Tweet in G2:
[67] periodismo,datos
[60] tenés,experiencia
[60] experiencia,periodismo
[60] datos,vivís
[60] vivís,buenos
[60] buenos,aires
[60] aires,proyecto
[54] proyecto,esperando
[53] alerta,trabajo
[53] trabajo,tenés

Top Word Pairs in Tweet in G3:
[29] join,datajournalism
[20] history,#datajournalism
[19] behind,scenes
[19] scenes,#pandorapapers
[19] investigation,history
[18] know,took
[18] took,pull
[18] pull,biggest
[18] biggest,investigation
[18] #datajournalism,join

Top Word Pairs in Tweet in G4:
[12] another,day
[12] day,learning
[12] learning,today
[12] today,trainer
[12] trainer,solomonserwanjj
[12] solomonserwanjj,executive
[12] executive,director
[12] director,africaniij
[12] africaniij,senior
[11] nabaasainnocent,another

Top Word Pairs in Tweet in G5:
[7] datasketch,#datajournalism
[3] #datajournalism,stunning
[3] stunning,design
[3] design,enough
[3] enough,viewer
[3] viewer,blindness
[3] blindness,inattention
[3] inattention,reality
[3] reality,looking
[3] #datajournalism,ieeevis

Top Word Pairs in Tweet in G6:
[5] data,journalism
[3] #datajournalism,#dataviz
[2] #ddj,#datajournalism
[2] journalism,handbook
[2] using,data

Top Word Pairs in Tweet in G7:
[15] mega,gut
[15] gut,openparltv
[15] openparltv,geht
[15] geht,heute
[15] heute,suchmaschine
[15] suchmaschine,interaktive
[15] interaktive,videoplattform
[15] videoplattform,parlamentsdebatten
[15] parlamentsdebatten,online
[14] filousofisch,mega

Top Word Pairs in Tweet in G8:
[4] day,africa
[4] africa,factcheckng
[4] factcheckng,fellowship
[4] fellowship,aff
[4] aff,cohort
[4] cohort,ongoing
[4] ongoing,hotel
[4] hotel,bano
[4] bano,palace
[4] palace,akwa

Top Word Pairs in Tweet in G9:
[6] refreshing,women
[6] women,panel
[6] panel,#datajournalism
[6] #datajournalism,aijc_conference
[6] aijc_conference,morning
[6] morning,thanks
[6] thanks,insights
[5] dineshballiah,refreshing
[4] teganbedser,triciagov
[4] triciagov,mukamipurity

Top Word Pairs in Tweet in G10:
[8] hey,everyone
[8] everyone,teaching
[8] teaching,course
[8] course,#datajournalism
[8] #datajournalism,fall
[8] fall,favorite
[8] favorite,#examples
[8] #examples,data
[8] data,driven
[7] jamoeberl,hey

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@juancsimo
@gijn
@pirhoo
@ejcnet
@duncanand
@bahareh360
@icijorg
@nabaasainnocent
@manovich

Top Mentioned in G1:
@datajournalism
@gijn
@duncanand
@bahareh360
@manovich
@pirhoo
@icijorg
@jessnordell
@abell

Top Mentioned in G2:
@juancsimo

Top Mentioned in G3:
@datajournalism
@ejcnet
@pirhoo
@icijorg

Top Mentioned in G4:
@nabaasainnocent
@solomonserwanjj
@africaniij
@poatvuganda
@infonile
@mugira
@biryomumaishob
@talkafrica1
@jrsbiodiversity
@nakiwanuka

Top Mentioned in G5:
@datasketch
@ieeevis
@flowingdata
@vlandham
@paucorroto
@anvillarino
@la_geofeminista
@sofidonner
@elconfidencial
@olliemilman

Top Mentioned in G7:
@openparltv
@filousofisch
@datopian

Top Mentioned in G8:
@defyhatenow
@intertwilight
@nai_vonna
@defyhatenowwca
@germanydiplo
@alphonseabongwa
@legend_of_story
@un

Top Mentioned in G9:
@aijc_conference
@teganbedser
@dineshballiah
@triciagov
@mukamipurity
@saeditorsforum
@saltwag
@openupsa
@safrea
@mugadza40

Top Mentioned in G10:
@jamoeberl
@anajorge_
@memestudiesrn
@albertocairo

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@repubblica
@lllwry
@jfsebastian146
@daily_trust
@100daysof2020
@bbcnews
@discord
@washingtonpost
@kevinrns

Top Tweeters in G1:
@discord
@washingtonpost
@margymaclibrary
@janravensbergen
@ctechtvbfy
@joseavillalobos
@puntofisso
@elpais_espana
@moneimpress
@pbosque1

Top Tweeters in G2:
@jumaccio
@oggalvis
@sociokilljoy
@cholito82
@runixo
@merspinosa
@gron
@amilcarnani
@papipoigal
@jroffo

Top Tweeters in G3:
@lllwry
@kevinrns
@umit_k
@chpsre
@klowgren
@cinshel
@bluewolfhound
@muhammadhaf1z
@leahcappuccino
@kobayas56872187

Top Tweeters in G4:
@brintonmarcus
@mwasa
@biryomumaishob
@abdulkim01
@kebirungilydi
@nabaasainnocent
@jrmurungi
@abiasahereza1
@solomonserwanjj
@arinda_clever

Top Tweeters in G5:
@elconfidencial
@paucorroto
@la_geofeminista
@olliemilman
@abcaustralia
@lingtax
@anvillarino
@alv9n
@jpmarindiaz
@datasketch

Top Tweeters in G6:
@skydog811
@glynmottershead
@davidlibeau
@apradhan1968
@katsciwriter
@lcptuk
@dicetravels
@miriescribe
@thakur_meenal
@ysborate

Top Tweeters in G7:
@opensource_orgs
@volxfahradler
@nick_lange_
@queenmandjago
@schmittlauch
@sinter959
@querdenkenwatch
@alexbrateanu
@ben_vl__amrhein
@johannesgrunert

Top Tweeters in G8:
@evrageraud
@un
@germanydiplo
@chancelinwabo
@intertwilight
@defyhatenow
@donaldtchiengue
@defyhatenowwca
@unescoyaounde
@adisicameroun

Top Tweeters in G9:
@genkatusiime
@dineshballiah
@zuzeshawn
@mugadza40
@saeditorsforum
@safrea
@aijc_conference
@kearns4change
@openupsa
@mukamipurity

Top Tweeters in G10:
@albertocairo
@followerpowerrt
@monrodriguez
@jamoeberl
@meberl
@peterilletschko
@anajorge_
@phoebemaares
@olga_eisele
@boomgaardenhg


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