#ddj OR (data journalism), Twitter, 8/15/2022 5:23:02 PM, 280122


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#ddj OR (data journalism)_2022-08-15_09-30-01.xlsx
#ddj OR (data journalism)_2022-08-15_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3QJOW7T
@olivermathenge
@gijn
@gijnru
@gijnafrica
@columbiajourn
@niggi
@warninggraphicc
@prinzmagtulis
@reutersgraphics
@jcourses

Top hashtags:
#ddj
#journalism
#datajournalism
#data
#karankundrra
#dataviz

Description:
Description
The graph represents a network of 2,028 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, 15 August 2022 at 16:32 UTC.

The requested start date was Monday, 15 August 2022 at 00:01 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, 16-minute period from Monday, 08 August 2022 at 00:35 UTC to Sunday, 14 August 2022 at 23:52 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 : 2028
Unique Edges : 1005
Edges With Duplicates : 2806
Total Edges : 3811
Number of Edge Types : 5
Retweet : 1312
MentionsInRetweet : 1642
Replies to : 106
Mentions : 483
Tweet : 268
Self-Loops : 282
Reciprocated Vertex Pair Ratio : 0.0197590361445783
Reciprocated Edge Ratio : 0.0387523629489603
Connected Components : 316
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 756
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.42318
Graph Density : 0.000514747165728153
Modularity : 0.553412
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 2,028 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, 15 August 2022 at 16:32 UTC.

The requested start date was Monday, 15 August 2022 at 00:01 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, 16-minute period from Monday, 08 August 2022 at 00:35 UTC to Sunday, 14 August 2022 at 23:52 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:
[29] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[16] https://gijn.org/2022/08/05/data-journalism-top-10-vehicle-data-privacy-formula-one-history-indias-extrajudicial-killings-losing-your-cool/
[16] https://nrch.de/scicar2022
[13] https://www.rawstory.com/facebook-abortion-information/
[11] https://gijn.org/2022/08/08/top-10-ddj-konfidentsialnost-dannyih-v-vashem-avto-istoriya-formulyi-1-vnesudebnyie-kazni-v-indii/
[10] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[5] https://veribulteni.voyd.org.tr/e-book/
[5] https://ico.org.uk/your-data-matters/data-protection-and-journalism/complaining-to-ipso/
[5] https://gijn.org/2022/08/05/top-10-ddj-stereotipy-v-detskoy-odezhde-indeks-sendvicha-pribyl-ot-immigratsii-i-zdravoohraneniya/
[5] https://portfoliomediaactivities.com/icir-abuja-nuj-correspondents-chapel-train-journalists-on-multimedia-journalism-data-checking/

Top URLs in Tweet in G1:
[1] https://twitter.com/olivermathenge/status/1558878444372590593

Top URLs in Tweet in G2:
[24] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[12] https://gijn.org/2022/08/05/data-journalism-top-10-vehicle-data-privacy-formula-one-history-indias-extrajudicial-killings-losing-your-cool/
[11] https://gijn.org/2022/08/08/top-10-ddj-konfidentsialnost-dannyih-v-vashem-avto-istoriya-formulyi-1-vnesudebnyie-kazni-v-indii/
[5] https://veribulteni.voyd.org.tr/e-book/
[5] https://gijn.org/2022/08/05/top-10-ddj-stereotipy-v-detskoy-odezhde-indeks-sendvicha-pribyl-ot-immigratsii-i-zdravoohraneniya/
[5] https://www.youtube.com/watch?v=jDpiYodNp5U

[3] http://www.verigazeteciligi.com/istatistiksel-anlamlilik-hakkinda-gazetecilerin-bilmesi-gerekenler/
[3] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[3] https://journaliststoolbox.substack.com/
[2] https://mailchi.mp/e8276ca9548b/veri-bulteni

Top URLs in Tweet in G3:
[1] https://uebermedien.de/74419/wir-haben-ausgewertet-welche-meinungen-die-welt-community-liebt/

Top URLs in Tweet in G4:
[8] https://www.rawstory.com/facebook-abortion-information/
[3] https://twitter.com/OliverMathenge/status/1558396461330698240
[2] https://www.rawstory.com/london-police-strip-searched-hundreds-of-kids-new-data/
[2] https://corporate.discovery.com/discovery-newsroom/discovery-advertising-sales-announces-new-suite-of-streaming-advertising-products/
[2] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[2] https://www.youtube.com/watch?v=6YPhQN6QZvc&feature=youtu.be

[2] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[2] https://gijn.org/2022/08/05/data-journalism-top-10-vehicle-data-privacy-formula-one-history-indias-extrajudicial-killings-losing-your-cool/
[1] https://www.rawstory.com/dhs-missing-data/
[1] https://twitter.com/cspramesh/status/1556309591549325313

Top URLs in Tweet in G8:
[1] https://twitter.com/descifraguerra/status/1558374795569516545

Top URLs in Tweet in G10:
[3] https://twitter.com/ajhillman_ddj/status/1556697014305492998
[2] https://medium.com/warning-graphic-content/12-august-2022-175d65c5ccc7
[2] https://news.sky.com/story/for-one-in-seven-counties-it-was-the-driest-july-since-records-began-in-1836-sky-news-analysis-reveals-12670375
[1] https://leanpub.com/gettingstartedwithdatajournalism/
[1] https://www.amazon.co.uk/dp/B09XBYGBLC
[1] https://karthik-muth.github.io/feel/
[1] https://twitter.com/karthik_muth/status/1556712603652706305
[1] https://twitter.com/harrietagerholm/status/1556557481807122432
[1] https://twitter.com/bbcemilyunia/status/1557609852943360000
[1] https://twitter.com/miguelrocadata/status/1555902238996008960

Top Domains
Top Domains in Tweet in Entire Graph:
[67] gijn.org
[67] twitter.com
[22] co.uk
[19] rawstory.com
[16] nrch.de
[14] datacenterfrontier.com
[12] youtube.com
[10] medium.com
[7] theguardian.com
[6] journalismcourses.org

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[56] gijn.org
[7] youtube.com
[5] org.tr
[4] journalismcourses.org
[3] verigazeteciligi.com
[3] mailchi.mp
[3] theguardian.com
[3] substack.com
[2] tweetedtimes.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[1] uebermedien.de

Top Domains in Tweet in G4:
[33] twitter.com
[14] rawstory.com
[7] co.uk
[4] gijn.org
[3] utexas.edu
[3] earthjournalism.net
[3] bigearth-data.com
[3] youtube.com
[3] freshershome.com
[2] google.com

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

Top Domains in Tweet in G10:
[7] twitter.com
[2] medium.com
[2] sky.com
[1] leanpub.com
[1] co.uk
[1] github.io
[1] wsj.com
[1] publicintegrity.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[180] ddj
[45] journalism
[44] datajournalism
[37] data
[32] karankundrra
[23] dataviz
[22] development
[21] equality
[21] governance
[21] humanrights



Top Hashtags in Tweet in G2:
[43] ddj
[15] datajournalism
[6] jobs
[5] veribülteni
[5] freecourses
[5] equity
[5] ethics
[3] dataviz
[3] journalism
[3] covid

Top Hashtags in Tweet in G3:
[2] ddj
[1] ddr

Top Hashtags in Tweet in G4:
[32] ddj
[12] dexcore
[11] deviloof
[10] jiluka
[8] journalism
[4] media
[4] commstwt
[3] 数据新闻精选
[2] datajournalism
[2] antitrust

Top Hashtags in Tweet in G6:
[1] cdnpoli

Top Hashtags in Tweet in G7:
[1] ongod

Top Hashtags in Tweet in G9:
[1] freeassange

Top Hashtags in Tweet in G10:
[17] ddj
[5] dataviz
[5] datajournalism
[4] data
[2] bcujournos
[1] startdatajournalism
[1] quiz
[1] scrollytelling
[1] journalism

Top Words
Top Words in Tweet in Entire Graph:
[1315] data
[1261] journalism
[427] die
[393] journalists
[279] training
[270] community
[264] welt
[259] keep
[253] mining
[250] digital

Top Words in Tweet in G1:
[491] journalism
[250] data
[245] olivermathenge
[242] training
[242] journalists
[242] digital
[242] keep
[242] insisting
[242] mining
[242] collating

Top Words in Tweet in G2:
[118] data
[96] gijn
[77] journalism
[50] в
[47] 10
[43] #ddj
[33] top
[32] त
[24] gijn's
[24] more

Top Words in Tweet in G3:
[391] die
[262] welt
[260] community
[130] niggi
[130] liebt
[130] verachtung
[130] bundesrepublik
[130] ablehnt
[130] flüchtlinge
[129] geschlechtlic

Top Words in Tweet in G4:
[120] data
[101] journalism
[32] #ddj
[17] more
[16] story
[16] independent
[15] years
[14] raw
[14] celebrating
[14] 18

Top Words in Tweet in G5:
[76] huge
[76] thanks
[76] bbc
[76] researchers
[76] braved
[76] hours
[76] dental
[76] practice
[76] switchboards
[76] data

Top Words in Tweet in G6:
[65] economy
[64] hey
[64] media
[64] journalists
[64] pierre
[64] fix
[64] job
[64] report
[63] andrewcote91

Top Words in Tweet in G7:
[61] laterbiokorshie
[61] columbia
[61] university
[61] city
[61] york
[61] amazing
[61] year
[61] msc
[61] data
[61] journalism

Top Words in Tweet in G8:
[57] publication
[57] truly
[57] reliable
[57] geopolitical
[57] analysis
[57] proves
[57] each
[57] assertions
[57] verifiable
[57] data

Top Words in Tweet in G9:
[51] data
[50] words
[50] working
[50] tool
[50] journalists
[50] share
[50] news
[50] points
[50] view
[50] allow

Top Words in Tweet in G10:
[28] data
[18] journalism
[17] #ddj
[7] work
[7] columbiajourn
[5] #dataviz
[5] #datajournalism
[5] paulbradshaw
[5] amazing
[5] creating

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[708] data,journalism
[262] die,welt
[262] welt,community
[247] digital,journalism
[246] training,journalists
[246] journalists,digital
[246] journalism,keep
[246] keep,insisting
[246] insisting,data
[246] journalism,mining

Top Word Pairs in Tweet in G1:
[246] data,journalism
[242] training,journalists
[242] journalists,digital
[242] digital,journalism
[242] journalism,keep
[242] keep,insisting
[242] insisting,data
[242] journalism,mining
[242] mining,collating
[241] olivermathenge,training

Top Word Pairs in Tweet in G2:
[66] data,journalism
[29] top,10
[22] journalism,top
[19] gijn's,data
[19] 10,week
[19] week,features
[17] gijn,gijn's
[16] в,топ
[16] топ,10
[16] #ddj,gijn

Top Word Pairs in Tweet in G3:
[260] die,welt
[260] welt,community
[130] community,liebt
[130] liebt,verachtung
[130] verachtung,die
[130] die,bundesrepublik
[130] bundesrepublik,die
[130] community,ablehnt
[130] ablehnt,flüchtlinge
[129] niggi,die

Top Word Pairs in Tweet in G4:
[29] data,journalism
[14] raw,story
[14] story,celebrating
[14] celebrating,18
[14] 18,years
[14] years,independent
[14] independent,journalism
[11] personal,data
[10] facebook,turned
[10] turned,over

Top Word Pairs in Tweet in G5:
[76] huge,thanks
[76] thanks,bbc
[76] bbc,researchers
[76] researchers,braved
[76] braved,hours
[76] hours,dental
[76] dental,practice
[76] practice,switchboards
[76] switchboards,data
[76] data,journalism

Top Word Pairs in Tweet in G6:
[64] hey,media
[64] media,journalists
[64] journalists,pierre
[64] pierre,fix
[64] fix,economy
[64] economy,job
[64] job,report
[63] andrewcote91,hey

Top Word Pairs in Tweet in G7:
[61] laterbiokorshie,columbia
[61] columbia,university
[61] university,city
[61] city,york
[61] york,amazing
[61] amazing,year
[61] year,msc
[61] msc,data
[61] data,journalism
[61] journalism,degree

Top Word Pairs in Tweet in G8:
[57] publication,truly
[57] truly,reliable
[57] reliable,geopolitical
[57] geopolitical,analysis
[57] analysis,proves
[57] proves,each
[57] each,assertions
[57] assertions,verifiable
[57] verifiable,data
[56] declaracion,publication

Top Word Pairs in Tweet in G9:
[50] words,working
[50] working,tool
[50] tool,journalists
[50] journalists,share
[50] share,news
[50] news,points
[50] points,view
[50] view,data
[50] data,allow
[49] assange_italia,words

Top Word Pairs in Tweet in G10:
[15] data,journalism
[5] #ddj,#datajournalism
[5] amazing,work
[5] work,creating
[5] creating,data
[5] data,none
[5] none,existed
[5] existed,#ddj
[5] done,coursework
[5] coursework,final

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@olivermathenge
@niggi
@gijn
@harrietagerholm
@andrewcote91
@annerquaye
@declaracion
@assange_italia
@dev_journalism
@drjennings

Top Mentioned in G1:
@olivermathenge
@cjkaroney
@kevin_analyst01
@danaceda
@strathu
@larrymadowo

Top Mentioned in G2:
@gijn
@nytimes
@business
@bbcnews
@finuncovered
@carbonbrief
@gijnru
@guardian
@washingtonpost

Top Mentioned in G3:
@niggi
@welt

Top Mentioned in G4:
@mbalter

Top Mentioned in G5:
@harrietagerholm
@janatausch
@hey_benjamin
@becky_dale
@chrisjeavans

Top Mentioned in G6:
@andrewcote91

Top Mentioned in G7:
@annerquaye

Top Mentioned in G8:
@declaracion

Top Mentioned in G9:
@assange_italia
@wikileaks
@stellamoris1

Top Mentioned in G10:
@columbiajourn
@skynews
@paulbradshaw
@ons
@prinzmagtulis
@newstatesman
@clairemilleruk
@bcujournalism
@ajhillman_ddj
@warninggraphicc

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@cloudwanderer3
@_redfrog
@sandradunn1955
@lesleygsmith3
@ndtv
@fabriciosx
@business
@guardian
@codewithtwitchi

Top Tweeters in G1:
@mpendaraha18
@mothoni_
@eddiest_ke
@meankaiser
@maktejah_
@timberwolf__
@stan_subru
@karryjay
@kalex254
@niick254

Top Tweeters in G2:
@_redfrog
@business
@guardian
@el_pais
@bbcnews
@nytimes
@washingtonpost
@pmihail1
@wsj
@fagankara

Top Tweeters in G3:
@milatrud11
@welt
@berlinsandra78
@schmidtlepp
@a_hungry_fool
@martingaedt
@mertinsk
@tehabe
@oklara
@arnoldschiller

Top Tweeters in G4:
@bmangh
@knittingknots
@kaygirl8lawana
@suriyasubraman
@data_nerd
@bluebonnetbunny
@freshers_home
@themediamentor
@klassalle
@mbalter

Top Tweeters in G5:
@sandradunn1955
@lesleygsmith3
@ks_1968
@alexaadams12
@caravaggio12
@meallyhen
@kingsmeadmrt
@maelysdervenn
@xpatjock
@markhazard2020

Top Tweeters in G6:
@chuckw12
@countfloyd2020
@tikisrose
@deb_prothero
@maxkingsleyeh
@fromthevalley63
@nlclarke1112
@veggiegurl581
@gardenmama1959
@cantaviva

Top Tweeters in G7:
@_pureivory
@royal_ryder
@claw_konaih1
@spilae
@dennis_ew
@michael_guizzy
@amoakodarko
@quistdzifa
@niinaitravis
@jko_dame

Top Tweeters in G8:
@youranonriots
@sebas221071
@itsjuliaolive
@iru_diaz
@johnnyelred
@irrealidadbypol
@miguelviejo12
@kowalsky_51210
@descifraguerra
@er_wanchu

Top Tweeters in G9:
@brendahazelhur1
@claracampostor1
@paulbris2010
@cclark112263
@jefersonfrepres
@gerardo71984563
@marinobruschini
@joycecatanzari2
@jcasas2001
@durbansurf

Top Tweeters in G10:
@skynews
@bbbcccnnn
@newstatesman
@pewresearch
@carlevecrime
@tiktok_us
@paulbradshaw
@ohiou
@youtube
@resfoundation