#ddj OR "data driven journalism", Twitter, 10/20/2022 4:39:42 PM, 283127


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#ddj OR "data driven journalism" Twitter NodeXL SNA Map and Report for Thursday, 20 October 2022 at
#ddj OR "data driven journalism" Twitter NodeXL SNA Map and Report for Thursday, 20 October 2022 at
From:
marc_smith
Uploaded on:
October 20, 2022
Short Description:
#ddj OR "data driven journalism" via NodeXL https://bit.ly/3CNZEF1
@gijnru
@plateauton
@gijnindonesia
@washingtonpost
@textyorgua
@fubits
@this0499154500
@halukamb
@alenaweil
@datajournalism

Top hashtags:
#ddj
#datajournalism
#dataviz
#iqb
#rstats
#dataanalytics

Description:
Description
The graph represents a network of 329 Twitter users whose recent tweets contained "#ddj OR "data driven journalism"", 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 Thursday, 20 October 2022 at 16:37 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 13-minute period from Wednesday, 12 October 2022 at 07:11 UTC to Thursday, 20 October 2022 at 16:25 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 : 329
Unique Edges : 495
Edges With Duplicates : 73
Total Edges : 568
Number of Edge Types : 5
Mentions : 128
MentionsInRetweet : 168
Retweet : 214
Replies to : 8
Tweet : 50
Self-Loops : 55
Reciprocated Vertex Pair Ratio : 0.0436681222707424
Reciprocated Edge Ratio : 0.0836820083682008
Connected Components : 44
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 178
Maximum Edges in a Connected Component : 336
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.605423
Graph Density : 0.00442953517681073
Modularity : 0.774752
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 329 Twitter users whose recent tweets contained "#ddj OR "data driven journalism"", 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 Thursday, 20 October 2022 at 16:37 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 13-minute period from Wednesday, 12 October 2022 at 07:11 UTC to Thursday, 20 October 2022 at 16:25 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 : TwitterSearch
Graph Term : #ddj OR "data driven journalism"
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:
[27] https://interaktiv.tagesspiegel.de/lab/in-der-corona-pandemie-abgehaengt-diese-kinder-haben-kaum-noch-eine-chance-die-lernrueckstande-aufzuholen/
[20] http://www.edwardtufte.com
[13] https://interaktiv.morgenpost.de/co2-budget-pro-kopf-testen-klimawandel/
[11] https://gijn.org/2022/10/10/top-10-ddj-insajderskie-sdelki-kongressa-kupyury-s-izobrazheniem-elizavety-ii-bomboubezhishcha-v-rossii/
[11] https://www.rbb24.de/panorama/beitrag/2022/10/wartezeiten-patienten-privat-gesetzlich-daten-vergleich.html
[10] https://datajournalism.com/read/longreads/putting-data-analysis-into-your-radio-programme
[10] https://elpais.com/deportes/2022-10-16/asi-vencio-el-real-madrid-al-barcelona-bloque-bajo-y-valverde-volando-por-todo-el-campo.html
[8] https://twitter.com/Textyorgua_Eng/status/1582417604093747200
[8] https://www.routledge.com/Data--Journalism-A-Story-Driven-Approach-to-Learning-Data-Reporting/Reilley-Sunne/p/book/9781032225913
[8] https://datajournalism.com/read/blog/movies-based-on-data-journalism

Top URLs in Tweet in G1:
[11] https://gijn.org/2022/10/10/top-10-ddj-insajderskie-sdelki-kongressa-kupyury-s-izobrazheniem-elizavety-ii-bomboubezhishcha-v-rossii/
[7] https://gijn.org/2022/10/18/top-10-ddj-rybolovnyj-flot-kitaya-kvir-kinoteatr-uragan-ian-i-protesty-v-irane/
[5] https://novayagazeta.eu/articles/2022/10/13/mobilizatsiia-poshla-pod-otkos
[4] https://gijn.org/2022/10/14/data-journalism-top-10-europes-energy-crisis-indonesias-stadium-tragedy-swiss-glacial-melt-ukrainian-war-memes/
[3] http://gijn.org/2022/10/14/dat/
[2] https://gijn.org/2022/10/07/data-journalism-top-10-chinas-fishing-fleet-queer-cinema-hurricane-ian-iran-protests/
[1] https://twitter.com/gijnRu/status/1580068264243187712

Top URLs in Tweet in G2:
[9] https://datajournalism.com/read/longreads/putting-data-analysis-into-your-radio-programme
[8] https://datajournalism.com/read/blog/movies-based-on-data-journalism
[4] https://docs.google.com/document/d/1VjmajCeu-JlMiQ0dZ9Q2NrZnuLWy0A_KT0SyaQ_2MhA/edit?usp=sharing
[4] https://ijnet.org/en/opportunity/icfj-seeks-arabic-speaking-data-journalism-trainers-us
[4] https://datajournalism.com/read/newsletters/eye-on-data-journalism-in-iran
[2] https://courses.spatialthoughts.com/python-dataviz.html?utm_campaign=Data_Elixir&utm_source=Data_Elixir_409
[2] https://datajournalism.com/read/handbook/two
[1] https://twitter.com/Sam__Ferguson/status/1582260689099374592
[1] https://escoladedados.org/coda/coda2022/
[1] https://twitter.com/petesherlock79/status/1581931050078711814

Top URLs in Tweet in G3:
[11] https://www.rbb24.de/panorama/beitrag/2022/10/wartezeiten-patienten-privat-gesetzlich-daten-vergleich.html
[6] https://www.meetup.com/de-DE/data-journalism-munich/events/288144804/
[3] https://twitter.com/funkeinteraktiv/status/1582966962648678400
[2] https://twitter.com/i/lists/1577957121085284353
[2] https://twitter.com/DataVizSociety/status/1582736090523660288
[1] https://interaktiv.morgenpost.de/co2-budget-pro-kopf-testen-klimawandel/
[1] https://news-infographics-analytics-maps.media/2023_call.html
[1] https://interaktiv.tagesspiegel.de/lab/in-der-corona-pandemie-abgehaengt-diese-kinder-haben-kaum-noch-eine-chance-die-lernrueckstande-aufzuholen/

Top URLs in Tweet in G4:
[25] https://interaktiv.tagesspiegel.de/lab/in-der-corona-pandemie-abgehaengt-diese-kinder-haben-kaum-noch-eine-chance-die-lernrueckstande-aufzuholen/
[2] https://interaktiv.tagesspiegel.de/lab/laengste-beheizte-pipeline-der-welt-oelbrunnen-im-nationalpark/

Top URLs in Tweet in G5:
[20] http://www.edwardtufte.com
[2] https://www.darkhorseanalytics.com/blog/wp-content/uploads/2014/03/ClearOffTheTableMd.gif

Top URLs in Tweet in G6:
[12] https://interaktiv.morgenpost.de/co2-budget-pro-kopf-testen-klimawandel/
[6] https://news-infographics-analytics-maps.media/2023_call.html
[3] https://interaktiv.morgenpost.de/inflation-rechner-einkommen-preise/

Top URLs in Tweet in G7:
[1] https://twitter.com/YouGov/status/1579836341462106113
[1] https://nyc.us20.list-manage.com/subscribe?u=73d98c6dfc90032198ec7bdee&id=aa6c8f62b7&utm_content=buffera7851&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[1] https://www.otaiweb.com/shop-category-ty.html
[1] https://twitter.com/datajournalism/status/1580813647471083520
[1] https://gijn.org/2022/10/14/data-journalism-top-10-europes-energy-crisis-indonesias-stadium-tragedy-swiss-glacial-melt-ukrainian-war-memes/
[1] https://www.youtube.com/watch?v=b4OJNuepOuA&feature=youtu.be

[1] https://www.sueddeutsche.de/projekte/artikel/wissen/klimawandel-in-deutschlands-zukunft-starkregen-hitze-duerre-e884175/?utm_source=twitter&utm_medium=twitterbot&utm_content=e884175&reduced=true
[1] https://www.insper.edu.br/noticias/mercado-de-solucoes-para-cidades-inteligentes-devera-dobrar-de-2020-a-2025/?utm_source=newsletter&utm_medium=email_materias&utm_campaign=inspertech49
[1] https://twitter.com/hagrie/status/1582762590933250048

Top URLs in Tweet in G8:
[8] https://twitter.com/Textyorgua_Eng/status/1582417604093747200
[1] https://interaktiv.tagesspiegel.de/lab/in-der-corona-pandemie-abgehaengt-diese-kinder-haben-kaum-noch-eine-chance-die-lernrueckstande-aufzuholen/
[1] https://gijn.org/2022/10/14/data-journalism-top-10-europes-energy-crisis-indonesias-stadium-tragedy-swiss-glacial-melt-ukrainian-war-memes/

Top URLs in Tweet in G9:
[8] https://www.routledge.com/Data--Journalism-A-Story-Driven-Approach-to-Learning-Data-Reporting/Reilley-Sunne/p/book/9781032225913
[2] https://twitter.com/tools4reporters/status/1579900102126157824
[1] https://datajournalism.com/read/longreads/putting-data-analysis-into-your-radio-programme
[1] https://www.journaliststoolbox.org/2022/08/21/spreadsheets/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283064

Top URLs in Tweet in G10:
[10] https://elpais.com/deportes/2022-10-16/asi-vencio-el-real-madrid-al-barcelona-bloque-bajo-y-valverde-volando-por-todo-el-campo.html

Top Domains
Top Domains in Tweet in Entire Graph:
[49] twitter.com
[29] gijn.org
[29] tagesspiegel.de
[24] datajournalism.com
[20] edwardtufte.com
[16] morgenpost.de
[11] rbb24.de
[10] elpais.com
[9] stuttgarter-zeitung.de
[8] routledge.com

Top Domains in Tweet in G1:
[27] gijn.org
[5] novayagazeta.eu
[1] twitter.com

Top Domains in Tweet in G2:
[23] datajournalism.com
[4] google.com
[4] ijnet.org
[2] spatialthoughts.com
[2] twitter.com
[1] escoladedados.org

Top Domains in Tweet in G3:
[11] rbb24.de
[7] twitter.com
[6] meetup.com
[1] morgenpost.de
[1] news-infographics-analytics-maps.media
[1] tagesspiegel.de

Top Domains in Tweet in G4:
[27] tagesspiegel.de

Top Domains in Tweet in G5:
[20] edwardtufte.com
[2] darkhorseanalytics.com

Top Domains in Tweet in G6:
[15] morgenpost.de
[6] news-infographics-analytics-maps.media

Top Domains in Tweet in G7:
[3] twitter.com
[1] list-manage.com
[1] otaiweb.com
[1] gijn.org
[1] youtube.com
[1] sueddeutsche.de
[1] edu.br

Top Domains in Tweet in G8:
[8] twitter.com
[1] tagesspiegel.de
[1] gijn.org

Top Domains in Tweet in G9:
[8] routledge.com
[2] twitter.com
[1] datajournalism.com
[1] journaliststoolbox.org
[1] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[10] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[304] ddj
[43] datajournalism
[36] dataviz
[27] iqb
[20] rstats
[20] dataanalytics
[20] innovation
[20] presentations
[15] data
[14] datavis



Top Hashtags in Tweet in G1:
[33] ddj
[5] datajournalism
[1] wnba

Top Hashtags in Tweet in G2:
[36] ddj
[28] datajournalism
[13] data
[4] arabic
[4] iran
[2] mapping
[2] python
[2] vis
[2] datajournalists
[2] greek

Top Hashtags in Tweet in G3:
[38] ddj
[13] datavis
[11] investment
[2] datafam
[2] iibawards
[2] scrollytelling
[1] klimakrise
[1] niam2023
[1] iqb

Top Hashtags in Tweet in G4:
[27] ddj
[25] iqb
[2] totalenergies

Top Hashtags in Tweet in G5:
[21] dataviz
[21] ddj
[20] rstats
[20] dataanalytics
[20] innovation
[20] presentations
[2] excel
[2] statistics

Top Hashtags in Tweet in G6:
[23] ddj
[12] klimakrise
[6] niam2023
[3] inflation

Top Hashtags in Tweet in G7:
[14] ddj
[4] dj
[1] datajournalism
[1] lossimpsons
[1] batmanday
[1] djsbrasil
[1] technics
[1] djsbr
[1] pioneer
[1] serato

Top Hashtags in Tweet in G8:
[10] ddj
[8] slavaukraine
[8] slavaukraïni
[1] iqb

Top Hashtags in Tweet in G9:
[14] ddj
[8] bethemedia
[8] jprofs
[2] datajournalism
[2] data
[1] spreadsheets
[1] dataviz

Top Hashtags in Tweet in G10:
[10] periodismodedatos
[10] ddj

Top Words
Top Words in Tweet in Entire Graph:
[310] #ddj
[132] data
[63] в
[57] die
[56] immer
[55] mal
[45] course
[43] #datajournalism
[40] video
[37] #dataviz

Top Words in Tweet in G1:
[63] в
[33] #ddj
[28] gijn
[23] рус
[20] 10
[18] топ
[18] на
[18] с
[14] и
[12] ड

Top Words in Tweet in G2:
[36] #ddj
[28] #datajournalism
[16] data
[13] #data
[13] examples
[12] tell
[10] great
[9] we've
[9] guide
[9] released

Top Words in Tweet in G3:
[40] mal
[38] #ddj
[22] men
[22] eben
[22] women
[22] avanza
[16] data
[14] habe
[13] #datavis
[12] die

Top Words in Tweet in G4:
[50] immer
[27] zeigen
[27] #ddj
[27] die
[25] trend
[25] schlechter
[25] schule
[25] schüler
[25] analyse
[25] massiv

Top Words in Tweet in G5:
[40] course
[40] video
[40] data
[22] #ddj
[22] #dataviz
[20] books
[20] order
[20] ship
[20] #innovation
[20] eyes

Top Words in Tweet in G6:
[23] #ddj
[18] alles
[12] persönliche
[12] passt
[12] #klimakrise
[12] projekt
[12] 2030
[12] co2
[12] budget
[12] zusteht

Top Words in Tweet in G7:
[14] #ddj
[13] র
[11] ব
[6] ন
[5] য
[4] #dj
[4] ত
[4] দ
[4] ড
[4] ম

Top Words in Tweet in G8:
[10] #ddj
[9] textyorgua
[8] textyorgua_eng
[8] #slavaukraine
[8] storytelling
[8] btw
[8] driven
[8] follow
[8] ukraine
[8] #slavaukraïni

Top Words in Tweet in G9:
[15] data
[14] #ddj
[13] journalism
[11] samanthasunne
[8] january
[8] spring
[8] #bethemedia
[8] early
[8] authored
[8] 2023

Top Words in Tweet in G10:
[10] pieza
[10] respecto
[10] periodismo
[10] tenga
[10] #ddj
[10] aprovecha
[10] quizás
[10] genera
[10] deporte
[10] #periodismodedatos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] die,daten
[27] rutschen,immer
[27] trend,massiv
[27] verschlimmert,analyse
[27] benachteiligte,schüler
[27] immer,stärker
[27] immer,schlechter
[27] schüler,innen
[27] während,corona
[27] berichts,allem

Top Word Pairs in Tweet in G1:
[21] #ddj,gijn
[18] gijn,рус
[18] в,топ
[18] топ,10
[10] данных,#ddj
[10] 10,журналистики
[10] журналистики,данных
[8] 10,#ddj
[7] न,य
[7] दस,बड

Top Word Pairs in Tweet in G2:
[9] guide,robertbenincasa
[9] solid,#ddj
[9] #datajournalism,radio
[9] quality,#datajournalism
[9] shine,great
[9] broadcasts,showing
[9] showing,solid
[9] great,examples
[9] examples,different
[9] different,broadcasts

Top Word Pairs in Tweet in G3:
[22] mal,eben
[11] men,#investment
[11] twice,good
[11] #investment,nearly
[11] eben,gt
[11] angefangen,voilá
[11] women,20s
[11] voilá,heute
[11] times,more
[11] 8h,#ddj

Top Word Pairs in Tweet in G4:
[25] analyse,#ddj
[25] stärker,während
[25] immer,stärker
[25] während,corona
[25] schule,zeigen
[25] immer,schlechter
[25] zeigen,die
[25] innen,rutschen
[25] rutschen,immer
[25] trend,massiv

Top Word Pairs in Tweet in G5:
[20] analyzing,presenting
[20] #dataanalytics,#innovation
[20] password,course
[20] meaning,space
[20] fresh,eyes
[20] #ddj,#dataanalytics
[20] order,#rstats
[20] video,order
[20] truth,video
[20] ship,books

Top Word Pairs in Tweet in G6:
[12] co2,budget
[12] alles,persönliche
[12] jedem,menschen
[12] budget,jedem
[12] neuen,projekt
[12] 2030,zusteht
[12] passt,eigentlich
[12] #ddj,#klimakrise
[12] mal,durchspielen
[12] eigentlich,alles

Top Word Pairs in Tweet in G7:
[3] র,ব
[2] য,ন
[2] #ddj,400
[2] জ,র
[2] ড,ট
[2] যবহ,র
[2] শত,শ
[2] স,ব
[2] র,ড
[2] র,ম

Top Word Pairs in Tweet in G8:
[8] storytelling,ukrainians
[8] ukraine,#slavaukraine
[8] textyorgua_eng,textyorgua
[8] btw,follow
[8] #slavaukraine,#slavaukraïni
[8] #ddj,data
[8] ukrainians,within
[8] data,driven
[8] textyorgua,#ddj
[8] follow,textyorgua_eng

Top Word Pairs in Tweet in G9:
[11] data,journalism
[8] early,january
[8] journalism,textbook
[8] order,data
[8] co,authored
[8] ships,early
[8] january,2023
[8] samanthasunne,form
[8] #ddj,#bethemedia
[8] semester,#ddj

Top Word Pairs in Tweet in G10:
[10] alguna,idea
[10] tenga,alguna
[10] periodismo,deportivo
[10] estupenda,pieza
[10] quizás,rojastorrijos
[10] idea,respecto
[10] genera,deporte
[10] elpais_espana,periodismo
[10] esos,datos
[10] deporte,quizás

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@avanza
@samanthasunne
@robertbenincasa
@npr
@koenigsdorff_s
@elpais_espana
@rojastorrijos
@textyorgua
@textyorgua_eng

Top Mentioned in G1:
@gijn
@ojo_publico
@novayagazeta_eu
@nellylun
@reuters
@edgarpix
@bennett_hanson
@globalpress
@fedfragapane
@nytimes

Top Mentioned in G2:
@robertbenincasa
@npr
@icfj
@ijnet
@mhulpachova
@tehranbureau
@escoladedados
@uea_journalism
@paulbradshaw

Top Mentioned in G3:
@avanza
@hatr
@v_halamkova

Top Mentioned in G4:
@tagesspiegel

Top Mentioned in G5:
@dhanalytics

Top Mentioned in G6:
@alkadriheba

Top Mentioned in G7:
@djdouglascba

Top Mentioned in G8:
@textyorgua
@textyorgua_eng
@guardianaus
@wired

Top Mentioned in G9:
@samanthasunne
@robertbenincasa
@npr
@gijn
@gijnafrica
@datajournalism
@journtoolbox
@gijnru
@jamlabafrica
@africa_datahub

Top Mentioned in G10:
@elpais_espana
@rojastorrijos

Top Tweeters
Top Tweeters in Entire Graph:
@reuters
@businessinsider
@glynmoody
@nytimes
@washingtonpost
@pmihail1
@eldiarioes
@guardianaus
@tagesspiegel
@ft

Top Tweeters in G1:
@reuters
@businessinsider
@nytimes
@pmihail1
@eldiarioes
@ft
@blackcrabik
@elenash0500
@lifewithnosense
@wnba

Top Tweeters in G2:
@margymaclibrary
@npr
@paulbradshaw
@ijnet
@icfj
@emnk
@devadasrajaram
@tehranbureau
@geospatial_py
@fereshtehak

Top Tweeters in G3:
@elbe_
@puntofisso
@fraually
@paula_deme
@nicolakuhrt
@danieldrepper
@genussgier
@filis
@jsachse
@akademie_abp

Top Tweeters in G4:
@tagesspiegel
@punkbln
@pilleepallee
@funkygiesing
@for_bestagers
@stadtleben
@ndreasgiesen
@killersteff
@derarndt
@therealoliver9

Top Tweeters in G5:
@7leaguebootdisk
@justkiddingjeez
@estelcooper
@n1vux
@clifftyll
@authorpendragon
@m_altarriba
@jmavin25
@ernestinanunez7
@drewloewe

Top Tweeters in G6:
@baertiger
@yetzt
@geoobserver_
@cartocalypse
@mxfh
@old_stachi
@julians
@entagonisttv
@datentaeterin
@pasiegrist

Top Tweeters in G7:
@thecityny
@the_claus
@gijnbangla
@raphipons
@cine_gossip
@verapeneda
@djmonma
@jomorrisyougov
@claudelste
@veronicared

Top Tweeters in G8:
@washingtonpost
@guardianaus
@wired
@alcebaid
@fubits
@waschukcanua
@abulafia89
@glocalreporting
@textyorgua
@ameisen_strasse

Top Tweeters in G9:
@journtoolbox
@ukjamschool
@vjeanneperrier
@mark_s_aldrich
@attilabatorfy
@this0499154500
@meojobs
@jamlabafrica
@samanthasunne
@code4africa

Top Tweeters in G10:
@godlylove
@anaisbernal
@oggalvis
@elpais_espana
@rojastorrijos
@prosumidorsoc
@periodismo2020
@marthacordova
@cibermarikiya
@sarapatriciayu1


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