#ddj OR (data journalism), Twitter, 6/14/2021 6:31:01 PM, 256892


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#ddj OR (data journalism)_2021-06-14_08-50-45.xlsx
#ddj OR (data journalism)_2021-06-14_08-50-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/35goD3E
@gijn
@sewellchan
@palewire
@alexismadrigal
@pulitzercenter
@clarajeffery
@bahareh360
@mathias_felipe
@evaconstantaras
@pinardag

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

Description:
Description
The graph represents a network of 2,418 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, 14 June 2021 at 15:53 UTC.

The requested start date was Monday, 14 June 2021 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, 22-hour, 30-minute period from Monday, 07 June 2021 at 01:25 UTC to Sunday, 13 June 2021 at 23:55 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 : 2418
Unique Edges : 1684
Edges With Duplicates : 3140
Total Edges : 4824
Number of Edge Types : 5
Tweet : 305
Replies to : 161
Retweet : 1439
MentionsInRetweet : 2141
Mentions : 778
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.0342514124293785
Reciprocated Edge Ratio : 0.0662342096278593
Connected Components : 382
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 930
Maximum Edges in a Connected Component : 2356
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.089125
Graph Density : 0.000501171567676299
Modularity : 0.590824
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,418 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, 14 June 2021 at 15:53 UTC.

The requested start date was Monday, 14 June 2021 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, 22-hour, 30-minute period from Monday, 07 June 2021 at 01:25 UTC to Sunday, 13 June 2021 at 23:55 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:
[8] https://www.inma.org/blogs/big-data-for-news-publishers/post.cfm/ndc-to-cover-60-000-football-matches-using-robot-journalism
[7] https://gijn.org/2021/06/04/top-10-ddj-bolshie-dengi-v-futbole-lobbistyi-evropyi-i-karera-v-zhurnalistike-dannyih/
[7] https://www.niemanlab.org/2021/06/do-journalists-hide-behind-sources-when-they-use-numbers-in-the-news/
[6] https://ooir.org/trending.php?d=7&category=communication
[5] https://vanrijmenam.nl/how-control-ai-becomes-too-advanced/
[3] https://www.journalism.co.uk/news/-actionable-user-needs-make-for-more-efficient-newsroom-/s2/a829471/
[3] https://www.washingtonpost.com/lifestyle/media/checks-balances-journalism-pr/2021/06/04/df35c110-b3fa-11eb-9059-d8176b9e3798_story.html
[3] https://www.cleanenergywire.org/blog/stay-updated-online-journalism-and-energy-events
[3] https://datacenterfrontier.com/stacking-server-halls-facebook-boosts-capacity-with-new-data-center-design/
[2] https://twitter.com/alexselbyb/status/1402318886394019840

Top URLs in Tweet in G1:
[1] https://www.washingtonpost.com/lifestyle/media/checks-balances-journalism-pr/2021/06/04/df35c110-b3fa-11eb-9059-d8176b9e3798_story.html
[1] https://help.twitter.com/articles/20169199

Top URLs in Tweet in G2:
[7] https://gijn.org/2021/06/04/top-10-ddj-bolshie-dengi-v-futbole-lobbistyi-evropyi-i-karera-v-zhurnalistike-dannyih/
[2] https://www.ilpost.it/2021/06/09/redditi-citta-italia/
[1] https://www.niemanlab.org/2021/06/do-journalists-hide-behind-sources-when-they-use-numbers-in-the-news
[1] https://gijn.org/2021/06/04/data-journalism-top-10-tulsa-race-massacre-canadas-prison-bias-colombias-police-violence-footballs-big-money-europes-lobbyists-battling-misinformation/
[1] https://www.eventbrite.nl/e/tickets-designalism-design-journalism-155700992861

Top URLs in Tweet in G3:
[2] https://datajournalism.com/read/handbook/two
[2] https://datajournalism.com/read/longreads/hypothesis-data-journalism
[1] http://vimeo.com/14777910
[1] https://www.tourismustage.at/ecampus/programm/vortraege/?tx_bbboilerplate_pi2%5Baction%5D=detail&tx_bbboilerplate_pi2%5Bcontroller%5D=Session&tx_bbboilerplate_pi2%5Bsession%5D=59&cHash=128ae4a191e37492eef58e7ebd3c873f
[1] https://twitter.com/brexit/status/1401800936792674305
[1] https://www.walesonline.co.uk/news/wales-news/black-people-continue-disproportionately-targeted-20749767
[1] https://www.linkedin.com/slink?code=e5b5nF6
[1] https://www.linkedin.com/slink?code=e_u7Cyx
[1] https://twitter.com/AbhinavCJ/status/1401840381642244097
[1] https://www.xbyte.io/data-research-and-jounalism-scraping.php

Top URLs in Tweet in G4:
[1] https://people.ucd.ie/eugenia.siapera

Top URLs in Tweet in G5:
[1] https://simonrogers.net/2021/06/08/covid-data-journalism-special-podcast-episode/
[1] https://www.nytimes.com/interactive/2021/06/07/technology/trump-social-media-ban.html?referringSource=articleShare

Top URLs in Tweet in G6:
[2] https://twitter.com/ejcnet/status/1401876871063773190
[1] https://sanjit-oberai.medium.com/my-insights-on-the-hands-on-data-journalism-techniques-of-analysis-and-visualization-via-knight-682e43131fee?source=friends_link&sk=b21c782d70c02878665b0cf90be008df
[1] https://newsimpact.io/summits/news-impact-summit-online-data-2021

Top URLs in Tweet in G8:
[1] https://twitter.com/BylineTimes/status/1402280741594185739

Top URLs in Tweet in G9:
[1] https://www.unav.edu/en/web/jolt-cicom

Top Domains
Top Domains in Tweet in Entire Graph:
[98] twitter.com
[53] gijn.org
[22] datacenterfrontier.com
[21] co.uk
[19] niemanlab.org
[16] medium.com
[15] datajournalism.com
[12] mailchi.mp
[12] youtube.com
[11] voxeurop.eu

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

Top Domains in Tweet in G2:
[36] gijn.org
[7] datajournalism.com
[4] pulitzercenter.org
[4] earthjournalism.net
[4] niemanlab.org
[3] twitter.com
[2] substack.com
[2] lailluminator.com
[2] verigazeteciligi.com
[2] ilpost.it

Top Domains in Tweet in G3:
[29] twitter.com
[8] writingjobs.com
[7] upflow.co
[4] datajournalism.com
[4] niemanlab.org
[4] tweetedtimes.com
[4] gijn.org
[3] linkedin.com
[3] journalismjobs.com
[3] medium.com

Top Domains in Tweet in G4:
[2] gijn.org
[1] dri.ie
[1] grjenkin.com
[1] datajournalism.com
[1] facebook.com
[1] co.uk
[1] nyu.edu
[1] ucd.ie

Top Domains in Tweet in G5:
[9] twitter.com
[8] mailchi.mp
[7] org.tr
[5] verigazeteciligi.com
[4] scottmurray.org
[3] simonrogers.net
[3] najanewsroom.com
[2] medium.com
[2] nytimes.com
[1] clauswilke.com

Top Domains in Tweet in G6:
[5] twitter.com
[5] journalismcourses.org
[3] newsimpact.io
[3] medium.com
[2] youtube.com
[2] ijnet.org
[1] journalismassembly.com

Top Domains in Tweet in G7:
[2] mailchi.mp
[1] pulitzer.org
[1] nyu.edu
[1] twitter.com

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

Top Domains in Tweet in G9:
[2] palgrave.com
[1] eventbrite.com
[1] thefix.media
[1] cobra-network.eu
[1] twitter.com
[1] unav.edu

Top Domains in Tweet in G10:
[6] scroll.in
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] ddj
[55] data
[54] journalism
[47] danielmorgan
[27] datajournalism
[26] dataviz
[20] journalists
[18] covid
[17] palantir
[16] datacenter



Top Hashtags in Tweet in G2:
[43] ddj
[11] datajournalism
[7] journalists
[3] dataviz
[2] wildeye
[2] favela
[2] brazil
[2] fellowship
[2] dataliteracy
[2] data

Top Hashtags in Tweet in G3:
[13] ddj
[12] journalism
[9] data
[4] writingjobs
[4] copywriters
[4] editingjobs
[3] dj
[3] jobs
[3] news
[2] usa

Top Hashtags in Tweet in G4:
[2] ddj
[2] dataviz
[1] scicom
[1] datalit
[1] infolit
[1] ai
[1] msca
[1] digipres
[1] oa
[1] openscience

Top Hashtags in Tweet in G5:
[24] ddj
[9] dataviz
[5] verigörselleştirme
[4] infographics
[3] verigazeteciliği
[3] tools
[3] covid19
[2] verigazeteciligi
[2] açıkveri
[2] voyd

Top Hashtags in Tweet in G6:
[17] data
[16] freelancejournalism
[9] nis2021
[6] datajournalism
[6] diversity
[5] journalism
[4] ddj
[4] journalists
[3] peopleanalytics
[3] employeeexperience

Top Hashtags in Tweet in G7:
[2] covid
[1] edleaders
[1] edleadership

Top Hashtags in Tweet in G8:
[47] danielmorgan
[1] palantir

Top Hashtags in Tweet in G9:
[4] news
[1] mcbtech
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[1635] data
[1092] journalism
[359] journalists
[301] more
[226] pr
[219] according
[212] bureau
[211] 2019
[208] statistics
[206] specialists

Top Words in Tweet in G1:
[174] pr
[174] more
[174] data
[173] specialists
[173] outnumber
[173] journalists
[173] according
[173] 2019
[173] bureau
[173] labor

Top Words in Tweet in G2:
[86] data
[74] journalism
[53] gijn
[43] #ddj
[38] 10
[35] top
[29] journalists
[23] project
[22] datajournalism
[22] evaconstantaras

Top Words in Tweet in G3:
[144] data
[114] journalism
[13] more
[13] #ddj
[13] top
[12] #journalism
[11] 10
[10] journalists
[10] editor
[9] #data

Top Words in Tweet in G4:
[163] data
[84] journalism
[74] bahareh360
[72] looking
[72] high
[72] calibre
[72] researchers
[72] year
[72] european
[72] postdoctoral

Top Words in Tweet in G5:
[61] data
[54] journalism
[31] palewire
[24] #ddj
[22] field
[22] pandemic
[22] nerds
[21] another
[21] landmark
[21] win

Top Words in Tweet in G6:
[47] data
[42] journalism
[35] ejcnet
[35] summit
[32] learn
[29] open
[21] impact
[20] news
[20] join
[19] june

Top Words in Tweet in G7:
[51] data
[42] much
[40] edyong209
[34] nyt
[33] happy
[33] pulitzer
[33] folks
[33] good
[32] alexismadrigal
[31] super

Top Words in Tweet in G8:
[48] data
[47] another
[47] rare
[47] bit
[47] good
[47] news
[47] today
[47] along
[47] pause
[47] gp

Top Words in Tweet in G9:
[41] data
[35] technology
[35] latin
[35] book
[34] rsalaverria
[34] palgrave
[33] took
[33] time
[33] finally
[33] published

Top Words in Tweet in G10:
[36] rukmini
[33] data
[29] journalism
[18] thanks
[18] serious
[18] robust
[18] sadly
[18] shocking
[18] far
[17] _yogendrayadav

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[481] data,journalism
[206] statistics,data
[205] pr,specialists
[205] specialists,outnumber
[205] outnumber,journalists
[205] journalists,more
[205] more,according
[205] according,2019
[205] 2019,bureau
[205] bureau,labor

Top Word Pairs in Tweet in G1:
[173] pr,specialists
[173] specialists,outnumber
[173] outnumber,journalists
[173] journalists,more
[173] more,according
[173] according,2019
[173] 2019,bureau
[173] bureau,labor
[173] labor,statistics
[173] statistics,data

Top Word Pairs in Tweet in G2:
[57] data,journalism
[27] top,10
[21] journalism,top
[14] 10,#ddj
[14] gijn's,data
[14] evaconstantaras,anastasiajo
[12] grant,pulitzercenter
[12] southeast,asia
[11] journalists,use
[11] use,hypothesis

Top Word Pairs in Tweet in G3:
[60] data,journalism
[11] top,10
[8] investigative,journalism
[8] journalism,top
[8] journalism,editor
[8] editor,volunteer
[7] 10,tulsa
[7] tulsa,race
[7] race,massacre
[7] massacre,canada's

Top Word Pairs in Tweet in G4:
[79] data,journalism
[75] journalism,data
[72] looking,high
[72] high,calibre
[72] calibre,researchers
[72] researchers,year
[72] year,european
[72] european,postdoctoral
[72] postdoctoral,fellowship
[72] fellowship,data

Top Word Pairs in Tweet in G5:
[36] data,journalism
[21] another,landmark
[21] landmark,win
[21] win,data
[21] journalism,field
[21] field,tested
[21] tested,pandemic
[21] pandemic,nerds
[21] nerds,nyt
[21] nyt,elsewhere

Top Word Pairs in Tweet in G6:
[28] data,journalism
[19] news,impact
[17] summit,news
[17] impact,summit
[16] one,day
[16] day,go
[16] go,join
[16] join,#freelancejournalism
[16] #freelancejournalism,empowerment
[16] empowerment,conference

Top Word Pairs in Tweet in G7:
[33] nyt,data
[33] data,folks
[31] super,happy
[31] happy,pulitzer
[31] pulitzer,winners
[31] winners,including
[31] including,dude
[31] dude,edyong209
[31] edyong209,nyt
[31] folks,much

Top Word Pairs in Tweet in G8:
[47] another,rare
[47] rare,bit
[47] bit,good
[47] good,news
[47] news,today
[47] today,along
[47] along,pause
[47] pause,gp
[47] gp,data
[47] data,grab

Top Word Pairs in Tweet in G9:
[35] data,technology
[34] technology,latin
[33] took,time
[33] time,finally
[33] finally,book
[33] book,published
[33] published,palgrave
[33] palgrave,'journalism
[33] 'journalism,data
[32] rsalaverria,took

Top Word Pairs in Tweet in G10:
[18] thanks,rukmini
[18] rukmini,serious
[18] serious,journalism
[18] journalism,robust
[18] robust,sadly
[18] sadly,shocking
[18] shocking,data
[18] data,far
[17] _yogendrayadav,thanks
[17] far,th

Top Replied-To
Top Replied-To in Entire Graph:
@schwanksta
@chelm
@alexismadrigal
@propublica
@palewire
@bdutt
@danielrmilligan
@jburnmurdoch
@shivaroor
@sethclewis

Top Replied-To in G1:
@amumuz
@karenkho

Top Replied-To in G2:
@bobtrafford

Top Replied-To in G4:
@covid19tracking
@kdnyhan
@noeltbrewer
@eugeniasiapera

Top Replied-To in G5:
@alexismadrigal
@palewire
@zubakskees
@stanfordjourn
@kbest
@cephillips

Top Replied-To in G6:
@code4africa
@ejcnet

Top Replied-To in G7:
@schwanksta
@alexismadrigal

Top Replied-To in G10:
@drparasjain15
@rukmini

Top Mentioned
Top Mentioned in Entire Graph:
@sewellchan
@bahareh360
@gijn
@peterjukes
@edyong209
@ejcnet
@rsalaverria
@palgrave
@aclu
@rukmini

Top Mentioned in G1:
@sewellchan
@elaheizadi

Top Mentioned in G2:
@gijn
@datajournalism
@evaconstantaras
@oxciej
@gijnafrica
@pulitzercenter
@anastasiajo
@easyinve
@guardian
@iabano

Top Mentioned in G3:
@alraven3

Top Mentioned in G4:
@bahareh360
@covid19tracking
@ucd_ischool
@ucddublin
@noeltbrewer
@rightrelevance
@gijn
@ml_labs_irl
@eugeniasiapera
@merbroussard

Top Mentioned in G5:
@palewire
@nytimes
@indigenous_iic
@voydorg
@gijn
@akesslerdc
@biglocalnews
@stanfordjourn
@albertocairo
@scotthmurray

Top Mentioned in G6:
@ejcnet
@code4africa
@ijnet
@wikimedia
@jkeefe
@knightcenterut
@martinhoyes
@codeforall
@googlenewsinit
@maldita

Top Mentioned in G7:
@edyong209
@alexismadrigal
@burbiocalendar
@schwanksta
@zeynep
@small_asher
@marshallproj
@thegrade_
@pulitzerprizes
@covid19tracking

Top Mentioned in G8:
@peterjukes
@stefsimanowitz
@maya_chavez_
@opendemocracy
@peterkgeoghegan
@jennacorderoy

Top Mentioned in G9:
@rsalaverria
@palgrave
@thefixmedia
@cobranetwork
@mathias_felipe
@mediamotoreu
@mscactions
@jamesbreiner
@greta_gandolfi
@edinburghuni

Top Mentioned in G10:
@rukmini
@_yogendrayadav
@menonbiophysics
@shoaibdaniyal
@covidserology
@vijaythedataguy

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@odio_nao
@s9tmt
@chidambara09
@roblwilson
@inspiteoftrump
@andreasandy3131
@bexxmodd
@lizditz
@indiatoday

Top Tweeters in G1:
@unlewis
@tadrow
@kimvie
@funnagan
@overunderclover
@dollymad1812
@olaasm
@tdpopcorn
@fiftyfiftygirl
@shanchan_37

Top Tweeters in G2:
@lizditz
@guardian
@discord
@terpsichore_los
@conjja
@sharonhoole
@ilpost
@guardianaus
@segmentis
@aymanfadel

Top Tweeters in G3:
@diabeticcyborgg
@trackntracer
@rogerablackwell
@hjalmarcito
@journalismjobs
@magdaabufadil
@chuck_moeller
@manan
@powerliveradio
@info_activism

Top Tweeters in G4:
@calcaware
@godfrey_g_
@antiprofessor
@grjenkin
@vickytnz
@thesiswhisperer
@newfxfs
@nohaatef
@akrii_p
@nfteam3

Top Tweeters in G5:
@reuters
@nytimes
@wildraar
@albertocairo
@tammybluewolf
@dancow
@bttbbrack
@palewire
@jvrufinoinq
@upshotnyt

Top Tweeters in G6:
@bexxmodd
@unfakingnews
@thefavoredwoman
@diversityup
@zurairi
@aidilarazak
@ijnet
@trottaround
@constantcap
@anaserranot

Top Tweeters in G7:
@joanisparkles
@lellingw
@nyt
@caseyhinds
@clarajeffery
@wndlb
@_terri_jones
@itsgeorgekamau
@tedective1
@edyong209

Top Tweeters in G8:
@s9tmt
@roblwilson
@linda1746
@pqpolitics
@spanishdan1
@kimbru49
@ciabaudo
@andrew_s_hatton
@peterjukes
@whyohwhyfather

Top Tweeters in G9:
@artificialbra1n
@discriminantbot
@nigropatricia
@carmenbeat
@ludtke
@sergiojvalera
@elenalabrado
@acdavalost
@lillianenid
@jagonzalezalba

Top Tweeters in G10:
@sinemetuvivere
@parwez1
@ranjona
@sunny_satinder
@syedfhasan1
@firozkh46754379
@55tension
@samanwaya_et
@akshayk66758381
@drreena_singh