#ddj OR (data journalism) since:2021-04-12 until:2021-04-19, Twitter, 4/19/2021 6:44:25 PM, 253127


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#ddj OR (data journalism) since:2021-04-12 until:2021-04-19 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2021-04-12 until:2021-04-19 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
April 19, 2021
Short Description:
#ddj OR (data journalism) since:2021-04-12 until:2021-04-19 via NodeXL https://bit.ly/3txi72X
@bafedile_8
@bexxmodd
@gijn
@rachelhamada
@cnn
@wsj
@miguel_castro
@elizatalks
@simon_huwiler
@edjnet

Top hashtags:
#helpmefindajob
#ddj
#data
#dataviz
#journalism

Description:
Description
The graph represents a network of 3,615 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-04-12 until:2021-04-19", 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 Monday, 19 April 2021 at 18:35 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 42-minute period from Monday, 12 April 2021 at 00:05 UTC to Sunday, 18 April 2021 at 23:48 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 : 3615
Unique Edges : 4266
Edges With Duplicates : 647
Total Edges : 4913
Number of Edge Types : 5
Retweet : 2745
Replies to : 174
Tweet : 311
Mentions : 738
MentionsInRetweet : 945
Self-Loops : 330
Reciprocated Vertex Pair Ratio : 0.0182604517059106
Reciprocated Edge Ratio : 0.0358659745162813
Connected Components : 375
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 2139
Maximum Edges in a Connected Component : 3119
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.756228
Graph Density : 0.000324387792670428
Modularity : 0.746203
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,615 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-04-12 until:2021-04-19", 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 Monday, 19 April 2021 at 18:35 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 42-minute period from Monday, 12 April 2021 at 00:05 UTC to Sunday, 18 April 2021 at 23:48 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 journalism) since:2021-04-12 until:2021-04-19
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[222] https://twitter.com/followwin/status/1383252307358277633
[74] https://gijn.org/2021/04/16/data-journalism-top-10-atlas-of-emotions-carbon-recyclers-football-long-shots-covid-19-endgame-mister-rogers-cardigans/
[59] https://www.rawstory.com/kyle-rittenhouse-2652603844/
[44] https://gijn.org/2021/04/13/how-the-covid-19-pandemic-has-shaped-data-journalism/
[33] https://careers.warnermediagroup.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=391&siteid=36&jobid=870453#jobDetails=870453_36
[31] https://twitter.com/c_mitzel/status/1381614741379035137
[26] https://www.youtube.com/watch?v=DqfrOPs2pKM&feature=youtu.be

[26] https://datajournalism.com/read/newsletters/the-story-behind-datawrapper-the-charting-tool-speeding-up-data-journalism
[20] https://audioblog.arteradio.com/blog/153024/podcast/164446/laura-motet-datajournalisme-l-enquete-en-mode-donnees
[20] https://zdfheute-stories-tap.zdf.de/corona_mobilitaet#xtor=CS5-62

Top URLs in Tweet in G2:
[61] https://gijn.org/2021/04/16/data-journalism-top-10-atlas-of-emotions-carbon-recyclers-football-long-shots-covid-19-endgame-mister-rogers-cardigans/
[34] https://gijn.org/2021/04/13/how-the-covid-19-pandemic-has-shaped-data-journalism/
[26] https://datajournalism.com/read/newsletters/the-story-behind-datawrapper-the-charting-tool-speeding-up-data-journalism
[26] https://www.youtube.com/watch?v=DqfrOPs2pKM&feature=youtu.be

[14] https://gijn.org/2021/04/09/data-journalism-top-10-global-protests-baseball-returns-17-year-bugs-high-tech-covid-masks-vaccine-inequality/
[14] https://www.behance.net/gallery/81688575/Space-Junk-BBC-Science-Focus
[14] https://www.nytimes.com/2021/04/14/insider/freedom-of-information-covid.html
[12] https://www.wsj.com/articles/coding-to-hide-health-prices-from-web-searches-is-barred-by-regulators-11618405825
[11] https://gijn.org/2021/04/13/top-10-ddj-protesty-na-karte-mira-polchischa-tsikad-maski-so-vstroennyimi-covid-testami/
[6] https://gijn.org/2021/04/05/gijn-bookshelf-a-dozen-books-for-muckrakers-in-2021/

Top URLs in Tweet in G3:
[222] https://twitter.com/followwin/status/1383252307358277633

Top URLs in Tweet in G4:
[6] https://gijn.org/2021/04/13/how-the-covid-19-pandemic-has-shaped-data-journalism/
[3] https://www.journalism.co.uk/tip-of-the-day/tip-avoid-common-errors-in-data-visualisation/s419/a813057/
[2] https://www.rawstory.com/capitol-attackers-data-trump-truth/
[2] https://thedig.substack.com
[2] https://twentytendaily.com/orodata-science-micro-grants-for-data-driven-investigative-journalism-2021/
[2] https://nuktaafrica.medium.com/a-story-of-award-winning-data-journalism-in-2020-35c432b57c9c
[2] https://www.canarymedia.com/articles/confronting-climate-change-with-fiercely-independent-data-driven-journalism/amp/
[2] https://www.rawstory.com/kyle-rittenhouse-2652603844/
[2] https://econ.trib.al/0TEX7Lb
[2] https://www.kent.ac.uk/kent-extra

Top URLs in Tweet in G5:
[33] https://careers.warnermediagroup.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=391&siteid=36&jobid=870453#jobDetails=870453_36
[20] https://audioblog.arteradio.com/blog/153024/podcast/164446/laura-motet-datajournalisme-l-enquete-en-mode-donnees
[8] https://pulitzercenter.org/event/numbers-using-data-environmental-investigations?utm_medium=Social&utm_source=Twitter&utm_campaign=ConferenceByTheNumbers
[6] https://www.thebureauinvestigates.com/blog/2021-04-14/a-blueprint-for-investigative-journalism-how-the-bureau-worked-alongside-riders-to-investigate-deliveroo
[3] https://gijn.org/2021/04/16/data-journalism-top-10-atlas-of-emotions-carbon-recyclers-football-long-shots-covid-19-endgame-mister-rogers-cardigans/
[3] https://twitter.com/ElizaTalks/status/1381653838407593984
[3] https://www.mindmedia.fr/?na=v&nk=4536-bb07b63ab6&id=85
[2] https://pulitzercenter.org/stories/mapping-makoko-how-data-could-help-legitimize-nigerias-informal-settlements?utm_medium=Social&utm_source=Twitter&utm_campaign=ThreadMappingMakoko
[2] https://twitter.com/SaraChaoukis/status/1381538848921026560
[1] https://twitter.com/Planeta_Futuro/status/1382665010753761280

Top URLs in Tweet in G6:
[50] https://www.rawstory.com/kyle-rittenhouse-2652603844/

Top URLs in Tweet in G7:
[14] https://voxeurop.eu/en/why-the-european-emissions-trading-scheme-is-not-working-and-how-to-fix-it/
[13] https://voxeurop.eu/en/how-the-energy-charter-treaty-might-hamper-emissions-reductions/
[7] https://voxeurop.eu/en/climate-change-cost-europeans-446-billions-over-the-last-40-years/
[7] https://voxeurop.eu/es/tratado-sobre-la-carta-de-la-energia-obstaculiza-la-descarbonizacion/
[7] https://www.europeandatajournalism.eu/
[6] https://voxeurop.eu/it/quanto-costa-il-cambiamento-climatico-446-miliardi-di-euro-in-in-40-anni/
[6] https://voxeurop.eu/fr/pourquoi-le-systeme-dechange-des-quotas-de-carbone-ne-marche-pas-et-comment-cela-peut-changer/
[5] https://www.canarymedia.com/articles/confronting-climate-change-with-fiercely-independent-data-driven-journalism/
[4] https://voxeurop.eu/de/warum-das-emissionshandelssystem-nicht-funktioniert-und-wie-man-das-problem-beheben-koennte/
[4] https://voxeurop.eu/fr/changement-climatique-a-coute-aux-europeens-446-milliards-deuros/

Top URLs in Tweet in G8:
[8] https://twitter.com/journocode/status/1380052793474510854
[8] https://journocode.com/de/blog/wie-die-coronavirus-pandemie-die-qualitatsstandards-fur-datenvisualisierungen-gedehnt-hat
[6] https://interaktiv.morgenpost.de/deutschland-teilen-deutsche-einheit-wiedervereinigung/
[4] https://journocode.com/de/blog/wie-die-coronavirus-pandemie-die-qualitatsstandards-fur-datenvisualisierungen-gedehnt-hat/
[3] https://interaktiv.morgenpost.de/corona-virus-karte-infektionen-deutschland-weltweit/
[3] https://twitter.com/MeiStueck/status/1382617179326189570
[2] https://journocode.com/en/blog/wie-die-coronavirus-pandemie-die-qualitatsstandards-fur-datenvisualisierungen-gedehnt-hat/

Top URLs in Tweet in G9:
[31] https://twitter.com/c_mitzel/status/1381614741379035137

Top Domains
Top Domains in Tweet in Entire Graph:
[438] twitter.com
[163] gijn.org
[79] voxeurop.eu
[61] rawstory.com
[42] medium.com
[38] datajournalism.com
[38] datacenterfrontier.com
[33] warnermediagroup.com
[29] youtube.com
[29] co.uk

Top Domains in Tweet in G2:
[135] gijn.org
[37] datajournalism.com
[27] youtube.com
[18] nytimes.com
[18] wsj.com
[14] behance.net
[12] twitter.com
[9] verigazeteciligi.com
[8] mailchi.mp
[8] org.tr

Top Domains in Tweet in G3:
[222] twitter.com

Top Domains in Tweet in G4:
[29] twitter.com
[7] co.uk
[7] gijn.org
[6] medium.com
[4] rawstory.com
[4] editorandpublisher.com
[2] substack.com
[2] journalismjobs.com
[2] towardsdatascience.com
[2] twentytendaily.com

Top Domains in Tweet in G5:
[33] warnermediagroup.com
[20] arteradio.com
[10] pulitzercenter.org
[8] twitter.com
[6] thebureauinvestigates.com
[3] gijn.org
[3] mindmedia.fr
[1] cmail19.com

Top Domains in Tweet in G6:
[50] rawstory.com

Top Domains in Tweet in G7:
[79] voxeurop.eu
[7] canarymedia.com
[7] europeandatajournalism.eu
[2] cjr.org
[1] google.com
[1] twitter.com

Top Domains in Tweet in G8:
[14] journocode.com
[11] twitter.com
[9] morgenpost.de

Top Domains in Tweet in G9:
[31] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1545] helpmefindajob
[478] ddj
[174] data
[134] dataviz
[103] journalism
[91] datajournalism
[70] covid19
[58] climatechange
[50] freshvoicesrise
[50] raiseafist



Top Hashtags in Tweet in G1:
[1539] helpmefindajob

Top Hashtags in Tweet in G2:
[194] ddj
[55] dataviz
[54] data
[46] datajournalism
[34] covid19
[27] visualization
[26] davaviz
[26] switzerland
[26] music
[26] corona

Top Hashtags in Tweet in G4:
[9] ddj
[9] journalism
[5] datajournalism
[4] data
[3] dataviz
[2] events
[2] jobs
[2] storytelling
[2] journalists
[2] stories

Top Hashtags in Tweet in G5:
[35] ddj
[33] journojobs
[12] osint
[6] dataviz
[5] adtech
[3] storytelling
[3] data
[3] gdpr
[2] maps
[2] rgpd

Top Hashtags in Tweet in G6:
[50] freshvoicesrise
[50] raiseafist

Top Hashtags in Tweet in G7:
[81] ddj
[58] climatechange
[36] carbonemissions
[30] climatecrisis
[18] energychartertreaty
[11] europe
[10] euets
[10] ue
[9] cambioclimático
[7] tratadosobrelacartadelaenergía

Top Hashtags in Tweet in G8:
[33] ddj
[20] dataviz
[13] covid19
[3] twp21
[1] sapereaude
[1] hach

Top Hashtags in Tweet in G10:
[29] bcpoli

Top Words
Top Words in Tweet in Entire Graph:
[3141] data
[2791] journalism
[1625] years
[1602] media
[1584] science
[1583] experience
[1558] old
[1556] live
[1555] holding
[1553] 24

Top Words in Tweet in G1:
[1539] 24
[1539] years
[1539] old
[1539] live
[1539] bloemfontein
[1539] holding
[1539] ba
[1539] communication
[1539] science
[1539] degree

Top Words in Tweet in G2:
[225] data
[213] #ddj
[115] journalism
[87] 10
[75] top
[74] क
[57] #dataviz
[55] more
[55] #data
[50] gijn

Top Words in Tweet in G3:
[444] people
[222] imagine
[222] spending
[222] good
[222] money
[222] go
[222] journalism
[222] school
[222] dox
[222] third

Top Words in Tweet in G4:
[127] data
[108] journalism
[22] more
[10] people
[10] story
[9] #ddj
[9] #journalism
[9] covid
[9] gt
[8] journalists

Top Words in Tweet in G5:
[123] data
[53] journalism
[36] work
[36] cnn
[35] #ddj
[35] storytelling
[33] experience
[33] visual
[33] love
[33] come

Top Words in Tweet in G6:
[50] coincidence
[50] unarmed
[50] black
[50] brown
[50] men
[50] women
[50] children
[50] being
[50] murdered
[50] #freshvoicesrise

Top Words in Tweet in G7:
[86] edjnet
[81] #ddj
[58] #climatechange
[53] emibarbiroglio
[43] investigate_eu
[36] #carbonemissions
[30] #climatecrisis
[29] wijnand
[29] stoefs
[29] carbonmrktwatch

Top Words in Tweet in G8:
[33] #ddj
[26] die
[20] #dataviz
[13] #covid19
[12] immer
[12] wichtig
[11] coronavirus
[10] balance
[9] funkeinteraktiv
[9] freuen

Top Words in Tweet in G9:
[31] heartbroken
[31] claire
[31] mentoring
[31] last
[31] few
[31] months
[31] data
[31] journalism
[31] fellowship
[31] outstanding

Top Words in Tweet in G10:
[58] lack
[29] national
[29] broadcaster
[29] please
[29] stop
[29] repeating
[29] reporting
[29] analysis
[29] pho's
[29] statements

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1546] studies,journalism
[1546] experience,data
[1545] 24,years
[1545] years,old
[1545] old,live
[1545] live,bloemfontein
[1545] bloemfontein,holding
[1545] holding,ba
[1545] ba,communication
[1545] communication,science

Top Word Pairs in Tweet in G1:
[1539] 24,years
[1539] years,old
[1539] old,live
[1539] live,bloemfontein
[1539] bloemfontein,holding
[1539] holding,ba
[1539] ba,communication
[1539] communication,science
[1539] science,degree
[1539] degree,specialize

Top Word Pairs in Tweet in G2:
[72] data,journalism
[66] top,10
[54] 10,#ddj
[40] covid,19
[33] using,music
[33] music,box
[29] past,year
[26] made,#covid19
[26] #covid19,#davaviz
[26] #davaviz,using

Top Word Pairs in Tweet in G3:
[222] imagine,spending
[222] spending,good
[222] good,money
[222] money,go
[222] go,journalism
[222] journalism,school
[222] school,dox
[222] dox,people
[222] people,third
[222] third,rate

Top Word Pairs in Tweet in G4:
[47] data,journalism
[6] covid,19
[6] gt,gt
[6] visual,data
[4] raw,story
[4] story,celebrating
[4] celebrating,17
[4] 17,years
[4] years,independent
[4] independent,journalism

Top Word Pairs in Tweet in G5:
[40] data,journalism
[33] experience,visual
[33] visual,storytelling
[33] storytelling,data
[33] journalism,love
[33] love,work
[33] work,come
[33] come,help
[33] help,create
[33] create,visually

Top Word Pairs in Tweet in G6:
[50] coincidence,unarmed
[50] unarmed,black
[50] black,brown
[50] brown,men
[50] men,women
[50] women,children
[50] children,being
[50] being,murdered
[50] murdered,#freshvoicesrise
[50] #freshvoicesrise,#raiseafist

Top Word Pairs in Tweet in G7:
[43] investigate_eu,#ddj
[42] #climatechange,edjnet
[30] #ddj,#climatecrisis
[29] wijnand,stoefs
[29] stoefs,carbonmrktwatch
[27] #climatecrisis,#climatechange
[24] #ddj,edjnet
[23] edjnet,#carbonemissions
[21] daniele,ruzza
[21] ruzza,#ddj

Top Word Pairs in Tweet in G8:
[18] #ddj,#dataviz
[9] funkeinteraktiv,freuen
[9] funkeberlin,funkemedien
[8] ja,immer
[8] immer,begeistert
[8] begeistert,kolleg
[8] kolleg,innen
[8] innen,interesse
[8] interesse,datenjournalismus
[8] datenjournalismus,deswegen

Top Word Pairs in Tweet in G9:
[31] heartbroken,claire
[31] claire,mentoring
[31] mentoring,last
[31] last,few
[31] few,months
[31] months,data
[31] data,journalism
[31] journalism,fellowship
[31] fellowship,outstanding
[31] outstanding,reporter

Top Word Pairs in Tweet in G10:
[29] national,broadcaster
[29] broadcaster,please
[29] please,stop
[29] stop,repeating
[29] repeating,reporting
[29] reporting,lack
[29] lack,analysis
[29] analysis,pho's
[29] pho's,statements
[29] statements,schools

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@edjnet
@emibarbiroglio
@gijn
@investigate_eu
@cnn
@wsj
@nytimes
@carbonmrktwatch
@datajournalism
@cbcnewsbc

Top Mentioned in G2:
@gijn
@wsj
@nytimes
@datajournalism
@datawrapper
@lisacrost
@cmsgov
@saimamaysidik
@abellan_andrea
@sciencefocus

Top Mentioned in G4:

Top Mentioned in G5:
@cnn
@principedebase
@jacopoottaviani
@lamotet
@code4africa
@abrahml
@cakgoeng
@leticiamklein
@tbij
@eve_rebecca

Top Mentioned in G7:
@edjnet
@emibarbiroglio
@investigate_eu
@carbonmrktwatch
@nico_schmidt
@omoldenhauer
@canarymediainc
@eu_commission
@drvolts
@discord

Top Mentioned in G8:
@funkeinteraktiv
@funkeberlin
@funkemedien
@datentaeterin
@alterpaetz
@angelozehr
@newreld
@yetzt
@webk1d
@bmg_bund

Top Mentioned in G10:
@cbcnewsbc

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@_redfrog
@betigulceylan
@world_news_eng
@debrammason1
@chrisbrey1
@tempodotco
@thehill
@indiatoday
@joannecangal

Top Tweeters in G1:
@_queen_fifi
@___kweenin
@msyonwaba
@udosa_
@tdyani
@laurakinstrain
@rxfiloe
@phopstheko_
@juks_afrika
@nkosiyummy

Top Tweeters in G2:
@lizditz
@bexxmodd
@guardian
@tigerbeat
@nytimes
@terpsichore_los
@washingtonpost
@sammysettanni
@wsj
@factsfaraone

Top Tweeters in G3:
@debrammason1
@qbankendy
@joec1776
@tres444
@whosfibbing
@mtrushmore2016
@catherine_riche
@jimw_in_nm
@sampleatl
@grizzlyjoeshow

Top Tweeters in G4:
@marypcbuk
@patwhite70
@sidin
@mtneedle
@retheauditors
@abouyusouf
@journalismjobs
@guscraw
@klassalle
@hackernoon

Top Tweeters in G5:
@jrehnj
@cnn
@cnnpolitics
@mojamesapted
@davidclinchnews
@themediamentor
@aruby_k
@jamesrbuk
@yazzy_321
@korezian

Top Tweeters in G6:
@linda1746
@xaipe3
@48gailschwerdt
@iyamtoo
@56blackcat
@resistersis20
@isanahilas
@bonnibk
@rob0349
@pkopec17

Top Tweeters in G7:
@_redfrog
@discord
@jupiterxc
@jfsebastian146
@jane__eden
@tontonlove
@manueln__ez
@sustaintrends
@jayrosen_nyu
@bynzelman

Top Tweeters in G8:
@miskaknapek
@yetzt
@funkeberlin
@derschepp
@benny_de
@txtnso
@johannesthielen
@utal56
@carsten_erdmann
@bmg_bund

Top Tweeters in G9:
@daveweigel
@craignewman
@itsnotny
@_everbright_
@skry
@fakedawnsummers
@skel531
@glennkesslerwp
@derekwillis
@msbrumfield

Top Tweeters in G10:
@allan_crawshaw
@albertarabbit
@emgfind
@mtnbvan
@kirkmurphy
@cageyratfish
@daveunger3
@cbcnewsbc
@perfidioussh
@laceylaceyp


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