#ddj OR (data journalism), Twitter, 1/5/2021 6:44:16 PM, 244894


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#ddj OR (data journalism) Twitter NodeXL SNA Map and Report for Tuesday, 05 January 2021 at 18:33 UT
#ddj OR (data journalism) Twitter NodeXL SNA Map and Report for Tuesday, 05 January 2021 at 18:33 UT
From:
SMRFoundation
Uploaded on:
January 05, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3oiU994
@theeconomist
@epuujee
@digiphile
@propublica
@icc4sexcrimerok
@ryanngro
@gijn
@jlpassarelli
@itsgeorgekamau
@sigmaawards

Top hashtags:
#ddj
#julianassange
#dancedancejuniorseason2
#datajournalism

Description:
Description
The graph represents a network of 2,390 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 Tuesday, 05 January 2021 at 18:35 UTC.

The requested date range was from Monday, 28 December 2020 at 00:00 UTC through Sunday, 03 January 2021 at 23:59 UTC.

The tweets in the network were tweeted over the 253-day, 12-hour, 48-minute period from Saturday, 25 April 2020 at 11:01 UTC to Sunday, 03 January 2021 at 23:50 UTC.

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 : 2385
Unique Edges : 1323
Edges With Duplicates : 3464
Total Edges : 4787
Number of Edge Types : 5
Replies to : 185
Retweet : 1649
MentionsInRetweet : 2327
Mentions : 430
Tweet : 196
Self-Loops : 207
Reciprocated Vertex Pair Ratio : 0.0143540669856459
Reciprocated Edge Ratio : 0.0283018867924528
Connected Components : 331
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 498
Maximum Edges in a Connected Component : 1317
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.920493
Graph Density : 0.000484712900820283
Modularity : 0.5676
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,390 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 Tuesday, 05 January 2021 at 18:35 UTC.

The requested date range was from Monday, 28 December 2020 at 00:00 UTC through Sunday, 03 January 2021 at 23:59 UTC.

The tweets in the network were tweeted over the 253-day, 12-hour, 48-minute period from Saturday, 25 April 2020 at 11:01 UTC to Sunday, 03 January 2021 at 23:50 UTC.

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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[14] http://www.itenovas.com/in-sardegna/1358-data-journalism-italia-differenziata-sardegna.html
[11] https://datajournalism.com/read/longreads/covid-19-data-journalism
[9] https://verisozluk.com/
[9] https://soundcloud.com/datajournalism
[6] https://datajournalism.com/read/longreads/harnessing-wikipedias-superpowers-for-journalism
[5] https://sigmaawards.org/
[4] https://mailchi.mp/97e093269379/veri-bulteni-112
[4] https://veribulteni.voyd.org.tr/e-book/
[4] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535

Top URLs in Tweet in G2:
[1] https://techjournalismislessdiversethantech.com/

Top URLs in Tweet in G3:
[4] https://twitter.com/theeconomist/status/1343867038557679616
[1] https://twitter.com/econdailycharts/status/1342825786844327937
[1] https://econ.trib.al/sa2r1El
[1] https://econ.trib.al/3bSKVQf
[1] https://econ.trib.al/IwEU4mO
[1] https://econ.trib.al/btCYppb

Top URLs in Tweet in G4:
[1] https://djhjmedia.com/kari/second-navarro-report-updates-mi-data-showed-excess-of-379000-votes-slams-media-for-refusing-to-investigate/
[1] https://twitter.com/PFC40Book/status/1343929769633734656

Top URLs in Tweet in G6:
[5] https://datajournalism.com/read/longreads/covid-19-data-journalism
[5] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[1] https://knightcenter.utexas.edu/data-journalism-training-microsoft-knight-center-mexico-missing-women/?fbclid=IwAR1XRaCUdLrb631RTq_NjcNIBtjcCdOulpAyrGIr0H7haCJ2sDOFmOlUCys
[1] https://www.facebook.com/groups/151130095090398/
[1] https://www.linkedin.com/slink?code=eSfT9sh
[1] https://medium.com/code-for-africa/4-7-million-data-journalism-initiative-launched-in-africa-189856fa68d4
[1] https://markatsmartersig.wordpress.com/2020/07/07/derby-2020/
[1] https://www.niemanlab.org/2020/12/the-future-of-fact-checking-is-all-about-structured-data/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+NiemanJournalismLab+(Nieman+Journalism+Lab)
[1] https://www.youtube.com/watch?v=iIa5EoxyvZI&ab_channel=TheGuardian

[1] https://www.youtube.com/watch?v=wqS3UGtBzEA&feature=youtu.be


Top URLs in Tweet in G8:
[9] https://soundcloud.com/datajournalism
[7] https://verisozluk.com/
[5] https://sigmaawards.org/
[4] https://datajournalism.com/read/longreads/covid-19-data-journalism
[3] http://www.verigazeteciligi.com/gazeteciler-icin-veri-gorsellestirm-egitimi/
[3] https://www.icfj.org/news/icfj-knight-fellows-share-advice-journalists-2021
[2] https://ijnet.org/en/story/icfj-knight-fellows-share-advice-journalists-2021
[2] http://www.verigazeteciligi.com/veri-gazeteciligi-covid19-konferansinin-tum-oturumlari-erisime-acildi/
[1] https://app.mailbrew.com/followthegrain/data-journalism-th13VLzzk7wR
[1] http://www.verigazeteciligi.com/2-sigma-veri-gazeteciligi-odulleri-basvuruya-acildi/

Top URLs in Tweet in G9:
[1] https://www.washingtonpost.com/technology/2020/12/31/hedonometer-twitter-happiness/
[1] https://infographics.economist.com/2020/job-data-journalist/?utm_campaign=editorial-social&utm_medium=social-organic&utm_source=twitter&%3Ffsrc%3Dscn/=tw/dc
[1] https://jupyter4edu.github.io/jupyter-edu-book/index.html#acknowledgments
[1] https://medium.com/nightingale/positive-numbers-data-journalism-science-and-research-with-beyond-words-20d1237b1444

Top URLs in Tweet in G10:
[3] https://twitter.com/ryanngro/status/1343581152523771907

Top Domains
Top Domains in Tweet in Entire Graph:
[73] twitter.com
[22] co.uk
[19] datajournalism.com
[14] itenovas.com
[12] youtube.com
[10] verisozluk.com
[9] medium.com
[9] soundcloud.com
[8] trib.al
[7] gijn.org

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

Top Domains in Tweet in G3:
[5] twitter.com
[4] trib.al

Top Domains in Tweet in G4:
[1] djhjmedia.com
[1] twitter.com

Top Domains in Tweet in G6:
[18] twitter.com
[6] datajournalism.com
[6] upflow.co
[5] co.uk
[2] utexas.edu
[2] niemanlab.org
[2] youtube.com
[2] robotwritersai.com
[2] nahjcareers.org
[2] instagram.com

Top Domains in Tweet in G8:
[9] soundcloud.com
[7] verigazeteciligi.com
[7] verisozluk.com
[5] sigmaawards.org
[4] datajournalism.com
[3] icfj.org
[3] gijn.org
[2] ijnet.org
[1] mailbrew.com
[1] icij.org

Top Domains in Tweet in G9:
[1] washingtonpost.com
[1] economist.com
[1] github.io
[1] medium.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[235] ddj
[215] julianassange
[80] dancedancejuniorseason2
[30] datajournalism
[29] verisözlüğü
[27] covid19
[24] dataviz
[22] journalism
[21] python
[14] rifiuti



Top Hashtags in Tweet in G1:
[211] julianassange
[1] weareallasssange

Top Hashtags in Tweet in G3:
[5] rstats
[4] python
[1] ddj
[1] journojobs

Top Hashtags in Tweet in G4:
[1] warroompandemic

Top Hashtags in Tweet in G5:
[81] ddj
[80] dancedancejuniorseason2
[10] starjalsha
[10] স্টারজলসা
[8] phiredekha

Top Hashtags in Tweet in G6:
[10] ddj
[4] journalism
[2] datajournalism
[2] data
[2] pence
[2] msm
[1] editoriadigitale
[1] disinformation
[1] factchecking
[1] cover

Top Hashtags in Tweet in G8:
[34] ddj
[15] datajournalism
[10] covid19
[8] dataviz
[4] sigmas21
[2] কোভিড১৯
[1] 66daysofdata
[1] sigmaawards21
[1] csv
[1] lawtech

Top Hashtags in Tweet in G9:
[2] fakenews
[2] science
[2] respect
[2] datascience
[1] scicomm

Top Words
Top Words in Tweet in Entire Graph:
[1816] data
[1113] ন
[1075] journalism
[617] য
[427] স
[424] protection
[420] প
[345] ধ
[323] র
[266] জ

Top Words in Tweet in G1:
[422] protection
[212] journalism
[212] data
[211] jlpassarelli
[211] #julianassange
[211] revolutionised
[211] source
[211] changed
[211] way
[211] countless

Top Words in Tweet in G2:
[187] tech
[184] balajis
[184] data
[182] hey
[182] paste
[182] york
[182] times
[182] company
[182] pay
[182] online

Top Words in Tweet in G3:
[336] data
[148] theeconomist
[139] journalist
[79] journalism
[74] hiring
[71] fluent
[71] build
[71] statistical
[71] models
[71] write

Top Words in Tweet in G4:
[89] military
[89] industrial
[89] complex
[89] mic
[89] run
[89] retired
[89] generals
[89] following
[89] laws
[89] protected

Top Words in Tweet in G5:
[1107] ন
[611] য
[425] স
[416] প
[345] ধ
[319] র
[266] জ
[230] রফরম
[230] গ
[230] ল

Top Words in Tweet in G6:
[83] data
[67] journalism
[15] design
[10] #ddj
[8] course
[8] balance
[8] operator
[7] striking
[7] between
[7] graphic

Top Words in Tweet in G7:
[78] data
[78] journalism
[77] katmhuang
[76] summer
[76] '21
[75] open
[75] internships
[75] especially
[75] newsroom
[75] engineering

Top Words in Tweet in G8:
[34] data
[34] #ddj
[29] more
[27] 2021
[25] datajournalism
[24] journalism
[18] year
[18] sigmaawards
[17] looking
[16] icfjknight

Top Words in Tweet in G9:
[45] data
[22] twitter
[21] scientists
[20] note
[20] washingtonpost'
[20] travismandrews
[20] journos
[20] used
[20] stand
[20] american

Top Words in Tweet in G10:
[47] data
[42] propublica
[41] team
[36] before
[36] year
[36] comes
[36] long
[36] last
[36] end
[36] indulge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[425] ন,স
[416] data,journalism
[312] ন,য
[230] প,রফরম
[230] রফরম,য
[230] য,ন
[220] revolutionised,journalism
[216] use,data
[215] #julianassange,revolutionised
[212] journalism,source

Top Word Pairs in Tweet in G1:
[211] #julianassange,revolutionised
[211] revolutionised,journalism
[211] journalism,source
[211] source,protection
[211] protection,changed
[211] changed,way
[211] way,countless
[211] countless,newsrooms
[211] newsrooms,use
[211] use,data

Top Word Pairs in Tweet in G2:
[182] hey,paste
[182] paste,york
[182] york,times
[182] times,company
[182] company,pay
[182] pay,data
[182] data,online
[182] online,compare
[182] compare,oothenigerian
[182] oothenigerian,found

Top Word Pairs in Tweet in G3:
[139] data,journalist
[92] journalist,data
[78] data,journalism
[72] hiring,data
[71] fluent,build
[71] build,statistical
[71] statistical,models
[71] models,write
[71] write,clean
[71] clean,copy

Top Word Pairs in Tweet in G4:
[89] military,industrial
[89] industrial,complex
[89] complex,mic
[89] mic,run
[89] run,retired
[89] retired,generals
[89] generals,following
[89] following,laws
[89] laws,protected
[87] pfc40book,military

Top Word Pairs in Tweet in G5:
[425] ন,স
[310] ন,য
[230] প,রফরম
[230] রফরম,য
[230] য,ন
[195] ড,ন
[195] স,dance
[195] dance,জ
[195] জ,ন
[195] য,র

Top Word Pairs in Tweet in G6:
[33] data,journalism
[7] striking,balance
[7] balance,between
[7] between,graphic
[7] graphic,design
[7] design,data
[7] journalism,design
[6] design,conversati
[4] online,course
[4] four,week

Top Word Pairs in Tweet in G7:
[77] data,journalism
[76] summer,'21
[75] open,summer
[75] '21,internships
[75] internships,especially
[75] especially,data
[75] journalism,newsroom
[75] newsroom,engineering
[75] engineering,startups
[75] startups,media

Top Word Pairs in Tweet in G8:
[18] data,journalism
[16] looking,2021
[16] 2021,icfjknight
[16] icfjknight,fellow
[16] fellow,saludconlupa
[16] saludconlupa,founder
[16] founder,fabiolatorres
[16] fabiolatorres,recommends
[16] recommends,media
[16] media,outlets

Top Word Pairs in Tweet in G9:
[20] note,washingtonpost'
[20] washingtonpost',travismandrews
[20] travismandrews,journos
[20] journos,data
[20] data,scientists
[20] scientists,twitter
[20] twitter,used
[20] used,stand
[20] stand,american
[19] mcnisbet,note

Top Word Pairs in Tweet in G10:
[41] propublica,data
[41] data,team
[36] before,year
[36] year,comes
[36] comes,long
[36] long,last
[36] last,end
[36] end,indulge
[36] indulge,reflect
[36] reflect,propublica

Top Replied-To
Top Replied-To in Entire Graph:
@nytimes
@skynews
@katmhuang
@theeconomist
@cathynewman
@bad_journalism
@nathanielpopper
@lbc
@jamesmelville
@samkelemaseko

Top Replied-To in G1:
@jlpassarelli

Top Replied-To in G2:
@petermccormack
@ethereumwave

Top Replied-To in G3:
@theeconomist
@royaltysaint21

Top Replied-To in G4:
@realmoonpup

Top Replied-To in G7:
@katmhuang

Top Replied-To in G8:
@hburness

Top Replied-To in G9:
@juliahb1
@theeconomist
@alanlevipt

Top Mentioned
Top Mentioned in Entire Graph:
@jlpassarelli
@balajis
@oothenigerian
@starjalsha_
@theeconomist
@pfc40book
@katmhuang
@propublica
@ryanngro
@dailymonitor

Top Mentioned in G1:
@jlpassarelli
@jmurphyuk
@derbychrisw
@liamcunningham1

Top Mentioned in G2:
@balajis
@oothenigerian
@eoghan
@coinbase

Top Mentioned in G3:
@theeconomist
@regionomics
@alexselbyb
@thomas_mock
@1843mag
@ftdata

Top Mentioned in G4:
@pfc40book
@saorsa1776

Top Mentioned in G5:
@starjalsha_
@momimonami
@idevadhikari
@madhumitact

Top Mentioned in G6:
@lonwabomfundisi

Top Mentioned in G7:
@katmhuang

Top Mentioned in G8:
@datajournalism
@sigmaawards
@icfjknight
@saludconlupa
@fabiolatorres
@ijnet
@gijn
@dagmedyaveri
@structstories
@maid_marianne

Top Mentioned in G9:
@washingtonpost
@travismandrews
@twitter
@mcnisbet
@juliahb1
@jospearce
@devisridhar
@jimeekay
@sanghithebook
@b__k

Top Mentioned in G10:
@propublica
@ryanngro
@simonw
@digiphile

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@falconhamada_90
@llemj
@iwd12
@_redfrog
@twitlertwit
@rxbun
@httweets
@madanabhat
@rosenchild

Top Tweeters in G1:
@iwd12
@twitlertwit
@brendahazelhur1
@mightymouth5413
@peterpobjecky
@manouchkya
@a_m_m_7_7
@diabolo741
@proglocommons
@unetomaterouge

Top Tweeters in G2:
@schwingcat
@weldtowrite
@clarenceonyeks
@superebza
@comfortablysmug
@jmu2012
@asemota
@recursion_agent
@cryptocoinage
@bendapp

Top Tweeters in G3:
@falconhamada_90
@llemj
@rosenchild
@ohiomary
@joshspero
@souzaeluam
@giuliog
@rstatstweet
@maelysdervenn
@syawal

Top Tweeters in G4:
@anzers
@michaelbeatty3
@formerusn
@cjsienna55
@wolfeglenda
@lisavcapatriot
@dianafloss1
@sagittarius3020
@titotorres2
@wendiethompson

Top Tweeters in G5:
@priyankadatta41
@ruchitabose
@ranjanadey
@esratjahankeya
@nawarnusrat
@joydeepdey655
@balaram_dm
@_sayani_22
@krishnadhal1
@mahbuba_nila

Top Tweeters in G6:
@freshers_home
@portal_com
@tucsonstar
@blackjerms
@myblocktyler
@u6239
@jenmacramos
@slowslowfood
@researchbuzz
@thedailynumbers

Top Tweeters in G7:
@shyduroff
@adigunmide
@shimataver
@selassiekkai
@hamzaahmed_1997
@thebiggergeek
@tiste_andi
@aroma3007
@afrotechbabe
@jeffkibuule

Top Tweeters in G8:
@genghisgalahad2
@sir_ruffy
@dwatchnews
@mendozam
@margymaclibrary
@isofarro
@alexgsmith
@matiasjarah
@ijnet
@bthaberankara

Top Tweeters in G9:
@washingtonpost
@epuujee
@leafwarbler
@juliahb1
@kushal_mehra
@jimeekay
@revkin
@jospearce
@real_person_dh
@envpolicycenter

Top Tweeters in G10:
@rxbun
@deathtocrazy
@digiphile
@sophiabiabia
@dalvajulia
@propublica
@ctitusbrown
@dancow
@becomingdatasci
@mshook


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