#ddj OR (data journalism), Twitter, 1/19/2021 12:49:52 AM, 245939


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#ddj OR (data journalism)_2021-01-18_06-28-01.xlsx
#ddj OR (data journalism)_2021-01-18_06-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/2LAwnr5
@gijn
@chaynhq
@milobela
@paulbradshaw
@nuj_lfb
@timharford
@albertocairo
@gijnru
@aboutaaron
@sigmaawards

Top hashtags:
#ddj
#data
#dataviz
#datajournalism
#covid19
#journalism
#corona
#javascript
#excel

Description:
Description
The graph represents a network of 2,790 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, 18 January 2021 at 14:32 UTC.

The requested start date was Monday, 18 January 2021 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, 15-hour, 48-minute period from Monday, 11 January 2021 at 01:20 UTC to Sunday, 17 January 2021 at 17:08 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 : 2790
Unique Edges : 1661
Edges With Duplicates : 3985
Total Edges : 5646
Number of Edge Types : 5
Replies to : 178
Mentions : 773
MentionsInRetweet : 2547
Retweet : 1829
Tweet : 319
Self-Loops : 337
Reciprocated Vertex Pair Ratio : 0.0239068889587921
Reciprocated Edge Ratio : 0.0466973886328725
Connected Components : 392
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 1086
Maximum Edges in a Connected Component : 2828
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.932743
Graph Density : 0.000418310027488945
Modularity : 0.566282
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,790 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, 18 January 2021 at 14:32 UTC.

The requested start date was Monday, 18 January 2021 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, 15-hour, 48-minute period from Monday, 11 January 2021 at 01:20 UTC to Sunday, 17 January 2021 at 17:08 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:
[32] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/
[19] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[16] https://www.niemanlab.org/2020/12/making-disaster-journalism-that-cuts-through-the-noise/
[15] https://gijn.org/2021/01/14/data-journalism-top-10-national-geographic-maps-capitol-riots-flu-vs-coronavirus-happiness-index-black-market-data/
[13] https://sigmaawards.org/
[12] https://gijn.org/2021/01/08/data-journalism-top-10-hawaiis-disappearing-beaches-stolen-paintings-investigating-disappearances-herd-immunity-calculator/
[12] https://www.localmedia.org/local-media-association-crosstown-and-facebook-journalism-project-announce-pilot-project-on-data-journalism/
[11] https://source.opennews.org/articles/exit-interviews-aaron-williams/
[10] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/
[10] https://thepatr10t.github.io/yall-Qaeda/

Top URLs in Tweet in G2:
[12] https://gijn.org/2021/01/14/data-journalism-top-10-national-geographic-maps-capitol-riots-flu-vs-coronavirus-happiness-index-black-market-data/
[11] https://sigmaawards.org/
[10] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[9] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/
[5] https://www.youtube.com/channel/UC8CCl01DmsE65wh-qPqjSLQ
[5] https://veribulteni.voyd.org.tr/e-book/
[4] https://medium.com/sigma-awards/may-2021-be-the-year-you-win-a-data-journalism-award-f73f45393dc4
[4] https://www.journalism.co.uk/tip-of-the-day/tip-seven-storytelling-angles-to-take-your-data-journalism-to-the-next-level/s419/a786522/
[4] http://www.verigazeteciligi.com/gazeteciler-icin-veri-gorsellestirme-atolyesi-icerikleri-erisime-acildi/
[4] http://www.verigazeteciligi.com/veri-gorsellestirme-calismalarinizda-hangi-renkleri-kullanmalisiniz/

Top URLs in Tweet in G3:
[4] https://ejobs.umd.edu/postings/80387
[3] https://nefac.org/news/nefac-launches-monthly-journalism-first-amendment-training-program/
[2] https://twitter.com/FiveFreedoms/status/1348730267335323649
[2] https://sabew.org/2020-best-in-business/
[1] https://eevd.fa.us6.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/
[1] https://www.ire.org/training/conferences/nicar-2021/nicar21-t-shirt-contest/
[1] https://www.ire.org/nicar21-virtual-conference/
[1] https://www.ire.org/training/conferences/nicar-2021/nicar21-fellowships/
[1] https://go.umd.edu/MasterJournalism
[1] https://www.napawash.org/events/joint-webinar-with-the-academy-and-the-fiscal-service-on-new-websites

Top URLs in Tweet in G4:
[1] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/

Top URLs in Tweet in G5:
[6] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[4] https://www.journalism.org/2021/01/12/news-use-across-social-media-platforms-in-2020/
[2] https://www.journalism.co.uk/tip-of-the-day/tip-seven-storytelling-angles-to-take-your-data-journalism-to-the-next-level/s419/a786522/
[2] https://investmentmonitor.ai/
[2] https://www.localmedia.org/local-media-association-crosstown-and-facebook-journalism-project-announce-pilot-project-on-data-journalism/
[2] https://unstats.un.org/unsd/undataforum/webinars/18/
[1] https://twitter.com/jyangstar/status/1348371239136538624
[1] https://gijn.org/2021/01/08/data-journalism-top-10-hawaiis-disappearing-beaches-stolen-paintings-investigating-disappearances-herd-immunity-calculator/
[1] https://twitter.com/HonkHase/status/1348589688135835648
[1] https://twitter.com/peston/status/1348616531241013255

Top URLs in Tweet in G6:
[1] https://ourworldindata.org/soil-lifespans

Top URLs in Tweet in G7:
[16] https://www.niemanlab.org/2020/12/making-disaster-journalism-that-cuts-through-the-noise/
[10] https://source.opennews.org/articles/exit-interviews-aaron-williams/
[10] https://www.niemanlab.org/2020/12/canada-steps-up-for-journalism/
[6] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[2] https://www.journalismjobs.com/job-listing/1662927
[1] https://twitter.com/journalismjobs/status/1348974297528856576
[1] https://twitter.com/terberl/status/1349370416264081408
[1] https://twitter.com/AlbertoCairo/status/1349320707881185280
[1] https://twitter.com/source/status/1349083174010175489
[1] https://mediagazer.com/210112/p24

Top URLs in Tweet in G8:
[6] https://unstats.un.org/unsd/undataforum/webinars/18/
[2] https://www.google.com/calendar/event?eid=NjFnZ2JxdjhoMThrcWUwZnJlZW5nM2cwaXQgMXNpNjlzYXJsc2kyazJvcmxuaWowNDIzamtAZw
[1] https://twitter.com/UNDataForum/status/1349447200359788545
[1] https://www.icfj.org/news/icfj-knight-fellows-share-advice-journalists-2021
[1] https://docs.google.com/forms/d/e/1FAIpQLScr8avLnEzrL5wEf2eLWyuBZT7p_cYwy8lu7IJe8Dj_uHAY-w/viewform

Top URLs in Tweet in G9:
[1] https://docs.google.com/document/d/1pP4k9G-LjfMs5MwZyrgXSBOEfVimtafSCSORLN-IK2c/edit?usp=sharing

Top URLs in Tweet in G10:
[1] https://www.grida.no/news/17
[1] https://www.dataphyte.com/trainings/
[1] https://gijn.org/2021/01/08/data-journalism-top-10-hawaiis-disappearing-beaches-stolen-paintings-investigating-disappearances-herd-immunity-calculator/

Top Domains
Top Domains in Tweet in Entire Graph:
[108] twitter.com
[35] gijn.org
[33] co.uk
[32] hongkongfp.com
[28] niemanlab.org
[26] verigazeteciligi.com
[23] journaliststoolbox.org
[20] medium.com
[20] voxeurop.eu
[16] google.com

Top Domains in Tweet in G2:
[26] verigazeteciligi.com
[23] gijn.org
[22] journaliststoolbox.org
[13] twitter.com
[13] sigmaawards.org
[8] co.uk
[7] google.com
[7] mailchi.mp
[6] youtube.com
[5] medium.com

Top Domains in Tweet in G3:
[5] umd.edu
[4] twitter.com
[3] ire.org
[3] nefac.org
[2] sabew.org
[1] oraclecloud.com
[1] napawash.org
[1] unc.edu
[1] github.com
[1] whydontweknow.org

Top Domains in Tweet in G4:
[1] journaliststoolbox.org

Top Domains in Tweet in G5:
[31] twitter.com
[8] co.uk
[4] journalism.org
[3] linkedin.com
[3] localmedia.org
[2] gijn.org
[2] robotwritersai.com
[2] investmentmonitor.ai
[2] un.org
[2] ac.uk

Top Domains in Tweet in G6:
[1] ourworldindata.org

Top Domains in Tweet in G7:
[26] niemanlab.org
[10] opennews.org
[6] co.uk
[5] twitter.com
[2] journalismjobs.com
[1] mediagazer.com

Top Domains in Tweet in G8:
[6] un.org
[3] google.com
[1] twitter.com
[1] icfj.org

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

Top Domains in Tweet in G10:
[1] grida.no
[1] dataphyte.com
[1] gijn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[313] ddj
[111] data
[110] dataviz
[78] datajournalism
[71] covid19
[69] journalism
[48] corona
[44] javascript
[43] excel
[43] infographics



Top Hashtags in Tweet in G2:
[161] ddj
[48] dataviz
[41] datajournalism
[19] covid19
[12] verigörselleştirme
[10] açıkveri
[10] opendata
[6] sigmas21
[5] verigazeteciliği
[5] veribülteni

Top Hashtags in Tweet in G3:
[24] nicar21
[10] journalism
[7] firstamendment
[5] data
[4] ddj
[2] journos
[2] mondaymotivation
[1] merrillmasters
[1] dataviz
[1] nclocalnews

Top Hashtags in Tweet in G4:
[1] dataviz
[1] ddj

Top Hashtags in Tweet in G5:
[14] journalism
[12] data
[7] ddj
[3] media
[3] news
[2] datajournalism
[2] dataviz
[2] smartocto
[2] digitalmedia
[2] socialmedia

Top Hashtags in Tweet in G7:
[68] data
[44] javascript
[43] dataviz
[43] infographics
[42] excel
[42] d3js
[42] github
[42] datavizualization
[42] json
[36] e2d3

Top Hashtags in Tweet in G8:
[10] data
[8] journalism
[2] webinar

Top Hashtags in Tweet in G9:
[2] ddj
[1] nicar21

Top Hashtags in Tweet in G10:
[2] datajournalism
[2] ddj
[1] nigeria

Top Words
Top Words in Tweet in Entire Graph:
[1581] data
[1299] journalism
[340] more
[313] #ddj
[293] very
[275] sure
[266] sorry
[264] feel
[264] trust
[264] once

Top Words in Tweet in G1:
[262] jhasanjay
[262] very
[262] disappointed
[262] feel
[262] sorry
[262] trust
[262] wasn
[262] once
[262] sure
[261] arnab

Top Words in Tweet in G2:
[161] #ddj
[140] data
[82] journalism
[70] sigmaawards
[51] র
[50] veri
[48] #dataviz
[42] more
[41] gijn
[41] #datajournalism

Top Words in Tweet in G3:
[162] data
[142] journalism
[114] job
[79] hearst
[73] newsroom
[73] time
[72] alerts
[72] ct
[70] wendy_met
[62] more

Top Words in Tweet in G4:
[143] data
[141] journalism
[140] more
[140] world
[139] look
[139] forward
[139] cares
[139] reporting
[139] empirical
[139] reality

Top Words in Tweet in G5:
[122] data
[97] journalism
[17] media
[14] #journalism
[12] #data
[11] really
[11] more
[10] project
[10] news
[10] local

Top Words in Tweet in G6:
[93] apocalyptic
[93] environmentalist
[93] journalism
[93] activism
[93] counterproductive
[93] encouraging
[93] fatalism
[93] solutions
[93] make
[93] things

Top Words in Tweet in G7:
[68] #data
[50] data
[44] #javascript
[43] #dataviz
[43] #infographics
[42] #excel
[42] add
[42] excel
[42] #d3js
[42] #github

Top Words in Tweet in G8:
[31] journalism
[31] data
[29] undataforum
[26] join
[22] webinar
[19] use
[18] next
[18] icfj
[17] devex
[16] strengthening

Top Words in Tweet in G9:
[52] investigative
[49] chaynhq
[49] launching
[49] call
[49] journalist
[49] investigate
[49] produce
[49] podcast
[49] experiences
[49] women

Top Words in Tweet in G10:
[74] dataphyte
[48] journalism
[46] data
[33] opportunities
[29] schools
[29] theinteractiv
[29] offering
[29] train
[29] trainer
[29] programme

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[637] data,journalism
[263] feel,sorry
[262] very,disappointed
[262] sorry,trust
[262] trust,wasn
[262] wasn,once
[262] once,sure
[261] jhasanjay,very
[261] disappointed,arnab
[261] arnab,goswami

Top Word Pairs in Tweet in G1:
[262] very,disappointed
[262] feel,sorry
[262] sorry,trust
[262] trust,wasn
[262] wasn,once
[262] once,sure
[261] jhasanjay,very
[261] disappointed,arnab
[261] arnab,goswami
[261] goswami,feel

Top Word Pairs in Tweet in G2:
[59] data,journalism
[32] #ddj,#dataviz
[29] 10,#ddj
[27] top,10
[21] избиение,удушение
[21] удушение,противогазом
[21] противогазом,изнасилование
[21] изнасилование,дыба
[21] дыба,wwwproektmedia
[21] wwwproektmedia,проанализировали

Top Word Pairs in Tweet in G3:
[124] data,journalism
[72] job,alerts
[72] hearst,ct
[42] alerts,pleased
[42] pleased,share
[42] share,hearst
[42] ct,media's
[42] media's,latest
[42] latest,newsroom
[42] newsroom,investment

Top Word Pairs in Tweet in G4:
[140] data,journalism
[139] look,forward
[139] forward,data
[139] journalism,cares
[139] cares,more
[139] more,reporting
[139] reporting,empirical
[139] empirical,reality
[139] reality,world
[139] world,live

Top Word Pairs in Tweet in G5:
[42] data,journalism
[6] four,week
[5] journalism,project
[5] social,media
[5] local,media
[5] media,association
[4] research,data
[4] data,driven
[4] driven,journalism
[4] personal,data

Top Word Pairs in Tweet in G6:
[93] apocalyptic,environmentalist
[93] environmentalist,journalism
[93] journalism,activism
[93] activism,counterproductive
[93] counterproductive,encouraging
[93] encouraging,fatalism
[93] fatalism,solutions
[93] solutions,make
[93] make,things
[92] sapinker,apocalyptic

Top Word Pairs in Tweet in G7:
[42] #excel,add
[42] add,#dataviz
[42] #dataviz,excel
[42] excel,#d3js
[42] #d3js,#github
[42] #github,#data
[42] #data,#datavizualization
[42] #datavizualization,#javascript
[42] #javascript,#json
[42] #json,#infographics

Top Word Pairs in Tweet in G8:
[16] strengthening,use
[16] use,data
[16] data,journalism
[16] speakers,devex
[16] devex,icfj
[15] icfj,cronkite_asu
[14] communicating,value
[14] value,data
[14] webinar,strengthening
[13] join,next

Top Word Pairs in Tweet in G9:
[49] launching,call
[49] call,investigative
[49] investigative,journalist
[49] journalist,investigate
[49] investigate,produce
[49] produce,podcast
[49] podcast,experiences
[49] experiences,women
[48] chaynhq,launching
[3] using,blend

Top Word Pairs in Tweet in G10:
[29] opportunities,journalism
[29] journalism,schools
[29] schools,dataphyte
[29] dataphyte,theinteractiv
[29] theinteractiv,offering
[29] offering,train
[29] train,trainer
[29] trainer,programme
[29] programme,data
[28] dataphyte,opportunities

Top Replied-To
Top Replied-To in Entire Graph:
@tb_times
@sarahboneswrite
@stvnews
@brianlilley
@piersmorgan
@bbclaurak
@sigmaawards
@tampaflpolitico
@mahahead
@citynews

Top Replied-To in G1:
@jhasanjay

Top Replied-To in G2:
@sigmaawards
@sarahboneswrite
@miguelrocadata
@nei5h
@bbcnews
@hopeless_opt
@fivethirtyeight
@rhetoricpj

Top Replied-To in G3:
@fivefreedoms

Top Replied-To in G4:
@bluecondition

Top Replied-To in G7:
@martinstabe
@tylrfishr
@atmccann
@carlamurphy

Top Mentioned
Top Mentioned in Entire Graph:
@jhasanjay
@milobela
@sapinker
@hearst
@wendy_met
@sigmaawards
@chaynhq
@hkfp
@jmschku
@gijn

Top Mentioned in G1:
@jhasanjay

Top Mentioned in G2:
@sigmaawards
@gijn
@gijnru
@journtoolbox
@wwwproektmedia
@ijnet
@dagmedyaveri
@paulbradshaw
@datajournalism
@wikipedia

Top Mentioned in G3:
@hearst
@wendy_met
@smussenden
@ire_nicar
@merrillcollege
@sfchronicle
@timothyorourke
@fivefreedoms
@maggiemulvihill
@merrillworx

Top Mentioned in G4:
@milobela
@farai
@journtoolbox

Top Mentioned in G5:
@biglocalnews

Top Mentioned in G6:
@sapinker
@ourworldindata

Top Mentioned in G7:
@e2d3org
@chidambara09
@aboutaaron
@sonaliprasad07
@linda_solomon
@kevglobal
@kathyluwho
@source
@becca_aa
@carlamurphy

Top Mentioned in G8:
@undataforum
@icfj
@devex
@cronkite_asu
@stat
@undesa
@unsdsn
@sdsn_trends
@statssa
@worldresources

Top Mentioned in G9:
@chaynhq
@jomorrisradar
@herahussain
@chay
@ire_nicar

Top Mentioned in G10:
@dataphyte
@theinteractiv
@gijnafrica
@ptcij
@gridarendal
@odipodev
@ij_hub
@ijnet
@sigmaawards

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@chidambara09
@xaelbot
@paxnostrum
@ndtv
@katcapps
@world_news_eng
@wildwalkerwoman
@teram323tere
@_silversmith

Top Tweeters in G1:
@anarchified
@ajitkumar_kanan
@albypanakalam
@vdhiman_89
@sumit_sangwan20
@hanmireddy
@ima_indian
@ramchandanigp
@shivrajmathur1
@samhussain7890

Top Tweeters in G2:
@bbcnews
@natalieb1952
@gadflyquebec
@washingtonpost
@cnn
@vedatsamur
@financialtimes
@eldiarioes
@budtobi
@pcdnetwork

Top Tweeters in G3:
@tigerbeat
@lellingw
@sfchronicle
@whet
@thehournews
@nhregister
@hermistonsports
@bambiambi313
@connpost
@newstimes

Top Tweeters in G4:
@wildwalkerwoman
@tadrow
@geostompx
@lawbibliophile
@paladine
@takinyera
@sfdirewolf
@whattheplucked
@conjja
@elfdemon_

Top Tweeters in G5:
@crewatch
@fgeerdink
@janravensbergen
@khalturadotcom
@dd_nana_
@economicsnz
@puntofisso
@plus_socialgood
@nativenolagal
@euro_myths

Top Tweeters in G6:
@annoula64
@anansi1191
@rand_simberg
@thethegrinch7
@buvery
@jcperales
@gregoriomirabal
@mzunigap
@richardtol
@micmicmic1

Top Tweeters in G7:
@chidambara09
@xaelbot
@codegnuts
@fintechna
@llnuxbot
@thedeveloperbot
@friday_js_bot
@dariosailor86
@women_who_code
@trendsinai

Top Tweeters in G8:
@olumideidowu
@salhaj
@nordicgeo
@sdg2030
@devex
@cro
@worldresources
@icfj
@winniekamau254
@aiguda

Top Tweeters in G9:
@iamntyrell
@ronkelawal
@craigzelizer
@marcwebber
@weischoice
@lailawoozeer
@gopaldass
@gembarrett
@estherbeadle
@rebeccawho

Top Tweeters in G10:
@kingbiodun_
@atsen_
@siencetalk
@hamzycode
@kadariaahmed
@rgameyer
@queenextha
@ihmcleancare
@marketplaces247
@sunansammy