#ddj OR (data journalism), Twitter, 11/28/2022 5:37:46 PM, 285042


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#ddj OR (data journalism)_2022-11-28_09-30-01.xlsx
#ddj OR (data journalism)_2022-11-28_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3VgMR6f
@laurajgrant
@gijnafrica
@anastasiajourno
@gijnru
@ire_nicar
@fvaraorta
@datajournalism
@sylvesterd
@kpalmer433
@axios

Top hashtags:
#ddj
#datajournalism
#lockupp
#data4citscinews
#dataviz
#journalism

Description:
Description
The graph represents a network of 1,932 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 November 2022 at 17:32 UTC.

The requested start date was Monday, 28 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 33-minute period from Monday, 21 November 2022 at 01:02 UTC to Monday, 28 November 2022 at 00:36 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 : 1932
Unique Edges : 1548
Edges With Duplicates : 2409
Total Edges : 3957
Number of Edge Types : 5
Retweet : 1125
MentionsInRetweet : 1887
Replies to : 176
Mentions : 544
Tweet : 225
Self-Loops : 239
Reciprocated Vertex Pair Ratio : 0.023265306122449
Reciprocated Edge Ratio : 0.0454726765057838
Connected Components : 312
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 532
Maximum Edges in a Connected Component : 1467
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.222163
Graph Density : 0.000671993292397228
Modularity : 0.620215
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,932 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 November 2022 at 17:32 UTC.

The requested start date was Monday, 28 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 33-minute period from Monday, 21 November 2022 at 01:02 UTC to Monday, 28 November 2022 at 00:36 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #ddj OR (data 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:
[17] https://www.theguardian.com/environment/bike-blog/2022/nov/24/ignore-false-claims-and-bad-journalism-most-ltns-do-reduce-traffic
[11] https://datajournalism.com/survey/2022/
[11] https://gijn.org/2022/11/26/veri-gazeteciligi-ilk-10-hollywoodun-gise-rekorlari-kiran-cesitliligi-iklim-esitsizlikleri-secim-inkarcilari-zehirli-twitter/
[10] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[9] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[9] https://gijn.org/2022/11/18/data-journalism-top-10-election-deniers-toxic-twitter/
[8] https://gijn.org/2022/11/23/top-10-ddj-gollivudskie-blokbastery-klimaticheskoe-neravenstvo-i-toksichnyiy-tvitter/
[7] https://www.journaliststoolbox.org/whatsnew/
[5] https://pressgazette.co.uk/media-audience-and-business-data/trust-in-journalists/
[5] https://www.journalism.co.uk/jobs/984652

Top URLs in Tweet in G1:
[11] https://gijn.org/2022/11/26/veri-gazeteciligi-ilk-10-hollywoodun-gise-rekorlari-kiran-cesitliligi-iklim-esitsizlikleri-secim-inkarcilari-zehirli-twitter/
[10] https://datajournalism.com/survey/2022/
[8] https://gijn.org/2022/11/18/data-journalism-top-10-election-deniers-toxic-twitter/
[8] https://gijn.org/2022/11/23/top-10-ddj-gollivudskie-blokbastery-klimaticheskoe-neravenstvo-i-toksichnyiy-tvitter/
[4] https://ladatacuenta.com/2022/11/22/in-a-gender-world-cup-latin-american-countries-will-not-reach-the-final-why/
[4] https://twentytendaily.com/orodata-announces-its-africa-data-hub-cohort-3community-climate-journalism-fellowship/
[3] https://ac.cfi.fr/en/appels/sudan-ecofin/
[3] https://mailchi.mp/hackshackers/take-the-state-of-data-journalism-survey
[3] https://app.addevent.com:443/dir/link/evt/aiiddgdow
[3] https://ladatacuenta.com/2022/11/22/mundial_genero_latinoamerica/

Top URLs in Tweet in G2:
[1] https://twitter.com/mashwaniazhar/status/1594795550917926916

Top URLs in Tweet in G3:
[5] https://www.naijanews.com/2022/11/25/google-other-partners-set-to-train-african-journalists-at-rcdij-data-journalism-masterclass-2022/
[3] https://www.theguardian.com/environment/bike-blog/2022/nov/24/ignore-false-claims-and-bad-journalism-most-ltns-do-reduce-traffic
[3] https://ngdailynews.ng/news/google-other-partners-set-to-train-african-journalists-at-rcdij-data-journalism-masterclass-2022/
[2] https://twitter.com/CBSMornings/status/1594685510047641600
[2] https://reutersinstitute.politics.ox.ac.uk/news/strict-media-laws-no-public-data-sources-risk-what-its-be-journalist-qatar
[2] https://tweetedtimes.com/v/2857
[2] https://newsdiaryonline.com/google-others-partner-to-train-african-journalists-on-data-journalism/
[1] https://gijn.org/2022/11/18/data-journalism-top-10-election-deniers-toxic-twitter/
[1] https://datajournalism.com/survey/2022/
[1] https://careerssearch.bbc.co.uk/jobs/job/Journalism-Apprenticeship-Fast-Track-SCQF-7Level-3-Glasgow/64196

Top URLs in Tweet in G5:
[1] https://www.texastribune.org/jobs/data-reporter-texas-tribune-propublica/
[1] https://twitter.com/darlacameron/status/1595081067920519168

Top URLs in Tweet in G6:
[2] http://www.thefunctionalart.com/2022/11/whos-audience-for-our-graphics-not.html
[1] https://organiser.org/2022/11/24/99672/education/artificial-intelligence-will-create-golden-era-of-journalism-harivansh-narayan-singh/
[1] https://mastodon.social/@albertocairo
[1] http://www.thefunctionalart.com/2022/11/the-training-wheel-approach-to-teaching.html

Top URLs in Tweet in G7:
[10] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[5] https://www.journalism.co.uk/jobs/984652
[1] https://www.ire.org/training/fellowships-and-scholarships/educator-of-color-scholarships/
[1] https://digiday.com/media/tenovos-marries-content-analytics-with-the-help-of-a-10m-investment/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.holdthefrontpage.co.uk/2022/news/editors-criticise-far-too-long-guidance-to-help-journalists-with-data-protection/?utm_source=dlvr.it&utm_medium=twitter
[1] https://whatsnewinpublishing.com/no-more-poaching-news-media-alliance-calls-on-u-s-ftc-to-stop-big-tech-plundering-publisher-data/?utm_source=dlvr.it&utm_medium=twitter
[1] http://onlinejournalismblog.com/2022/11/24/video-big-data-open-data-linked-data-and-other-big-ideas-that-data-journalists-need-to-know-about/?utm_source=dlvr.it&utm_medium=twitter
[1] https://onlinejournalismblog.com/2022/11/24/video-big-data-open-data-linked-data-and-other-big-ideas-that-data-journalists-need-to-know-about/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.hbmadvisory.com/blog/facts-are-free-but-comment-is-sacred-the-new-reality-for-news-publishers
[1] https://twitter.com/freelance_hacks/status/1595020566406508545

Top URLs in Tweet in G8:
[1] https://interaktiv.tagesspiegel.de/lab/katar-die-oekologisch-nachhaltige-fata-morgana-einer-weltmeisterschaft-in-der-wueste/
[1] https://www.tagesspiegel.de/job-offer-project-assistant-for-european-investigation-on-housing-8903038.html
[1] http://interaktiv.tagesspiegel.de/lab/internet-sperren-im-iran-blackouts-gegen-die-freiheit/

Top URLs in Tweet in G9:
[7] https://www.journaliststoolbox.org/whatsnew/
[1] http://www.edwardtufte.com/tufte/
[1] https://www.journaliststoolbox.org/2022/08/21/spreadsheets/
[1] https://www.themarshallproject.org/2022/08/15/see-if-police-in-your-state-reported-crime-data-to-the-fbi
[1] https://6abc.com/colorado-springs-shooting-club-q-muders-derrick-rump-victim-lgbtq-nightclub/12478735/?ex_cid=TA_WPVI_TW&taid=637c181ceaedf2000109ced9&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G10:
[9] https://newsera2020.eu/events/newsera-enjoi-data-journalism-and-misinformation/
[1] https://www.youtube.com/@newseraeu/streams
[1] https://www.youtube.com/@newseraeu
[1] https://ibercivis.es/data4citscinews-evento-de-newsera-sobre-periodismo-de-datos-desinformacion-y-ciencia-ciudadana-en-barcelona-el-28-de-noviembre/
[1] https://twitter.com/Ibercivis/status/1594624921883353089

Top Domains
Top Domains in Tweet in Entire Graph:
[34] twitter.com
[33] gijn.org
[32] co.uk
[23] theguardian.com
[15] datajournalism.com
[9] co.za
[9] newsera2020.eu
[8] ac.uk
[8] journaliststoolbox.org
[7] youtube.com

Top Domains in Tweet in G1:
[31] gijn.org
[12] datajournalism.com
[8] co.za
[7] ladatacuenta.com
[5] twitter.com
[4] mailchi.mp
[4] twentytendaily.com
[3] cfi.fr
[3] addevent.com
[2] t.co

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[9] twitter.com
[6] theguardian.com
[5] naijanews.com
[4] co.uk
[3] datajournalism.com
[3] tweetedtimes.com
[3] ac.uk
[3] youtube.com
[3] ngdailynews.ng
[2] gijn.org

Top Domains in Tweet in G5:
[1] texastribune.org
[1] twitter.com

Top Domains in Tweet in G6:
[3] thefunctionalart.com
[1] organiser.org
[1] mastodon.social

Top Domains in Tweet in G7:
[16] co.uk
[2] onlinejournalismblog.com
[1] ire.org
[1] digiday.com
[1] whatsnewinpublishing.com
[1] hbmadvisory.com
[1] twitter.com

Top Domains in Tweet in G8:
[3] tagesspiegel.de

Top Domains in Tweet in G9:
[8] journaliststoolbox.org
[1] edwardtufte.com
[1] themarshallproject.org
[1] 6abc.com

Top Domains in Tweet in G10:
[9] newsera2020.eu
[2] youtube.com
[1] ibercivis.es
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[189] ddj
[61] datajournalism
[55] lockupp
[52] data4citscinews
[30] dataviz
[28] journalism
[25] citizenscience
[24] newsera
[19] data
[19] qatar



Top Hashtags in Tweet in G1:
[57] ddj
[48] datajournalism
[10] dataviz
[8] data
[8] qatar2022
[5] 日本語版
[4] opportunities
[3] ukraine
[3] podcast
[3] privacy

Top Hashtags in Tweet in G3:
[10] ddj
[4] journalism
[4] dj
[3] pioneer
[2] datadrivenjournalism
[2] data
[2] cycling
[2] karankundrra
[2] rekordbox
[2] pioneerdj

Top Hashtags in Tweet in G4:
[61] ddj
[54] lockupp
[7] tejran
[3] karankundrra
[3] karankundrra𓃵
[3] ddjwithkaran
[3] dancedeewanejuniors
[3] ddjwithtejran
[2] vlogs
[2] biggboss

Top Hashtags in Tweet in G5:
[1] datajournalism

Top Hashtags in Tweet in G6:
[2] dataviz
[2] infographics
[2] ddj
[1] artificialintelligence
[1] innovation
[1] technology
[1] machinelearning
[1] digital
[1] data
[1] algorithm

Top Hashtags in Tweet in G7:
[2] mediatraining
[2] journalism
[1] journalismjobs

Top Hashtags in Tweet in G8:
[18] qatar
[3] ddj
[1] journalismjobs
[1] dataviz
[1] iranprotests2022

Top Hashtags in Tweet in G9:
[20] ddj
[12] dataviz
[3] journalism
[1] rstats
[1] dataanalytics
[1] innovation
[1] presentations
[1] spreadsheets
[1] data

Top Hashtags in Tweet in G10:
[52] data4citscinews
[25] citizenscience
[24] newsera
[8] citsci
[6] datajournalism
[4] barcelona
[3] innat
[1] scicomm
[1] dataj
[1] misinformation

Top Words
Top Words in Tweet in Entire Graph:
[1113] data
[925] journalism
[189] #ddj
[170] journalists
[164] didn
[114] know
[108] team
[106] media
[104] investigative
[97] 2022

Top Words in Tweet in G1:
[171] data
[132] journalism
[73] journalists
[57] #ddj
[52] 2022
[48] #datajournalism
[45] call
[44] datajournalism
[40] gijnafrica
[38] masterclass

Top Words in Tweet in G2:
[164] didn
[84] journalism
[84] ahmad_noorani
[83] know
[82] conduct
[82] pathetic
[82] friends
[82] past
[81] mashwaniazhar
[3] data

Top Words in Tweet in G3:
[87] data
[83] journalism
[21] journalists
[15] 2022
[14] african
[14] google
[14] train
[12] masterclass
[12] set
[12] rcdij

Top Words in Tweet in G4:
[61] #ddj
[54] different
[54] such
[54] mvs
[54] job
[54] host
[54] done
[54] jailor
[54] ivs
[54] brilliant

Top Words in Tweet in G5:
[64] data
[61] propublica
[55] hiring
[55] tremendous
[55] reporter
[55] texastribune
[55] opportunity
[55] team
[55] investigative
[54] darlacameron

Top Words in Tweet in G6:
[53] blog
[52] mastodon
[51] first
[51] shared
[51] albertocairo
[51] datavizsociety
[51] training
[51] channel
[51] morning
[51] wheel

Top Words in Tweet in G7:
[41] data
[37] mull
[37] professors
[37] cover
[37] ire_nicar
[37] expenses
[37] offering
[37] fellowships
[37] plans
[37] nearly

Top Words in Tweet in G8:
[55] die
[38] plateauton
[21] project
[21] wanna
[21] assistant
[21] journalists
[21] around
[21] europe
[21] work
[21] paid

Top Words in Tweet in G9:
[50] data
[20] #ddj
[16] news
[16] team
[14] anastasiajourno
[13] part
[13] year
[13] course
[13] marshallproj
[13] video

Top Words in Tweet in G10:
[52] #data4citscinews
[46] data
[44] journalism
[39] citscicomm
[35] event
[29] misinformation
[26] state
[25] #citizenscience
[24] #newsera
[20] fight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[342] data,journalism
[83] pathetic,journalism
[82] journalism,friends
[82] conduct,pathetic
[82] know,past
[82] didn,know
[82] friends,didn
[82] past,conduct
[82] ahmad_noorani,didn
[81] mashwaniazhar,ahmad_noorani

Top Word Pairs in Tweet in G1:
[91] data,journalism
[29] journalism,masterclass
[27] call,applications
[24] masterclass,2022
[18] survey,2022
[18] state,#datajournalism
[16] gijnafrica,call
[16] #datajournalism,survey
[15] eligibility,journalists
[15] 2022,still

Top Word Pairs in Tweet in G2:
[82] friends,didn
[82] didn,know
[82] journalism,friends
[82] conduct,pathetic
[82] past,conduct
[82] ahmad_noorani,didn
[82] pathetic,journalism
[82] know,past
[81] mashwaniazhar,ahmad_noorani
[2] investigative,journalism

Top Word Pairs in Tweet in G3:
[35] data,journalism
[14] african,journalists
[14] train,african
[12] set,train
[12] masterclass,2022
[12] journalism,masterclass
[12] journalists,rcdij
[12] rcdij,data
[11] partners,set
[11] google,partners

Top Word Pairs in Tweet in G4:
[54] ivs,guest
[54] guest,appearances
[54] jailor,#lockupp
[54] host,#ddj
[54] different,mvs
[54] served,different
[54] job,jailor
[54] brilliant,job
[54] done,such
[54] mvs,ivs

Top Word Pairs in Tweet in G5:
[55] investigative,team
[55] data,reporter
[55] team,texastribune
[55] hiring,data
[55] reporter,tremendous
[55] propublica,hiring
[55] tremendous,opportunity
[55] texastribune,propublica
[54] darlacameron,investigative
[12] apply,apply

Top Word Pairs in Tweet in G6:
[51] morning,mastodon
[51] shared,first
[51] first,morning
[51] slack,channel
[51] blog,shared
[51] albertocairo,blog
[51] datavizsociety,slack
[51] channel,training
[51] mastodon,datavizsociety
[51] training,wheel

Top Word Pairs in Tweet in G7:
[37] professors,mull
[37] educators,color
[37] summer,plans
[37] cover,nearly
[37] ire_nicar,offering
[37] color,cover
[37] plans,ire_nicar
[37] offering,fellowships
[37] nearly,expenses
[37] fellowships,educators

Top Word Pairs in Tweet in G8:
[21] work,dozen
[21] project,assistant
[21] dozen,amazing
[21] europe,looking
[21] assistant,freelance
[21] amazing,journalists
[21] journalists,around
[21] freelance,paid
[21] around,europe
[21] looking,project

Top Word Pairs in Tweet in G9:
[12] course,analyzing
[12] #ddj,year
[12] analyzing,presenting
[12] months,part
[12] video,#dataviz
[12] space,data
[12] fresh,eyes
[12] marshallproj,news
[12] spent,10
[12] seeing,fresh

Top Word Pairs in Tweet in G10:
[44] data,journalism
[19] #newsera,event
[16] #data4citscinews,data
[14] state,art
[14] fight,misinformation
[14] citscicomm,enjoiproject
[13] week,still
[13] barcelona,next
[13] still,few
[13] seats,#data4citscinews

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ahmad_noorani
@mashwaniazhar
@texastribune
@propublica
@darlacameron
@anze_shrestha
@albertocairo
@datavizsociety
@datajournalism
@gijnafrica

Top Mentioned in G1:
@datajournalism
@gijnafrica
@rcdij
@gijn
@mediahackza
@africa_datahub
@laurajgrant
@la_data_cuenta
@irismcrawford
@muckrock

Top Mentioned in G2:
@ahmad_noorani
@mashwaniazhar
@mwasim_khan
@salmankniazi1

Top Mentioned in G3:
@chyseqa7
@naijanews
@fpmarconi
@universalrepor1
@loupas

Top Mentioned in G4:
@anze_shrestha
@kkundrra
@itsmetejasswi
@pyaarbarsaat
@antraontu
@colorstv

Top Mentioned in G5:
@texastribune
@propublica
@darlacameron
@hannahfresques
@fvaraorta
@ire_nicar
@rabbitresist
@esqueer_
@pulitzercenter
@palewire

Top Mentioned in G6:
@albertocairo
@datavizsociety
@eorganiser
@nicochan33

Top Mentioned in G7:
@ire_nicar
@fvaraorta
@crinaboros
@journalism_jobs
@laurajgrant
@plateauton
@journalism
@alanhhunter
@flipping_pages

Top Mentioned in G8:
@plateauton
@tagesspiegel
@dnd_jwi
@irpinvestigates
@ninabcdefghi

Top Mentioned in G9:
@anastasiajourno
@marshallproj
@edwardtufte
@journtoolbox
@alfredfriendly
@6abc
@weihua_li1
@andrewrcalderon
@ilicamahajan
@laurajgrant

Top Mentioned in G10:
@citscicomm
@enjoiproject
@sciencefchange
@ibercivis
@formicablu
@crea_ricerca
@alecampanaro

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@daily_express
@o_fabriciosouza
@backstorymom1
@ndtv
@johnjoechad
@dataaugmented
@salman0800
@sallyagale
@guardian

Top Tweeters in G1:
@bbcnews
@nilab
@discord
@washingtonpost
@pmihail1
@elconfidencial
@financialtimes
@hydwatch
@magaji_1
@zeitonline

Top Tweeters in G2:
@salman0800
@a_b_i_d_ali
@rehanahmed_92
@afzalpti7
@sadia_habeeb
@amalzdaher
@usmanjtt
@ranjhahafeez
@e786g
@farhansleem

Top Tweeters in G3:
@dataaugmented
@ng_dailynews
@hmr1973
@mediabot
@boiarski
@kim_harding
@grjenkin
@klassalle
@wolecypher
@torysleazeuk

Top Tweeters in G4:
@kashishsinha51
@colorstv
@srish077
@nehasha82729979
@nishija38425206
@imphuntsho
@anze_shrestha
@pinkyya64327648
@shabana72102865
@kay_kayyyyyyy22

Top Tweeters in G5:
@indascorner
@celestebyrne3
@margaret_aduffy
@thehotyoungmom
@25thcenturygirl
@theregulargirlt
@phil_lewis_
@dannithekidd
@theepurity
@zephtx

Top Tweeters in G6:
@o_fabriciosouza
@nicochan33
@drferdowsi
@datasciencebot_
@albertocairo
@curieuxexplorer
@munchincake
@whyboris
@anniefeighery
@jagvalverde

Top Tweeters in G7:
@bbbcccnnn
@alexanderrusso
@arionnenettles
@drmcar
@journalism
@fvaraorta
@grammarpurist
@corinne_podger
@journalismnews
@kpalmer433

Top Tweeters in G8:
@komiska
@tagesspiegel
@mfouquenet
@schoderli
@blxckoceans
@fubits
@akademie_abp
@apeichl
@kerstenlewerenz
@jakubpatocka

Top Tweeters in G9:
@hrblock_21
@6abc
@debrahange1
@sweetpotat0314
@stayhumble61
@dougfort
@fishnette
@djsmith1716
@marshallproj
@jjtm96514567

Top Tweeters in G10:
@b0tsci
@raultoran
@lectoracorrent
@queiruga
@ibercivis
@cciudadanaes
@pcb_ub
@mcibanezh
@aecomcientifica
@ogdabaum