datajournalism, Twitter, 11/15/2021 11:36:42 PM, 266334


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datajournalism_2021-11-15_09-18-41.xlsx
datajournalism_2021-11-15_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/3qCnlvH
@datajournalism
@gijn
@tarakelly
@l_a_kelly
@winnydejong
@glenkcampbell
@warninggraphicc
@eu_opendata
@datopian
@jaycuthrell

Top hashtags:
#datajournalism
#ddj
#gijc21
#data
#datahandbook2
#dataviz
#tenuretrack

Description:
Description
The graph represents a network of 687 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 November 2021 at 17:20 UTC.

The requested start date was Monday, 15 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 17-hour, 21-minute period from Monday, 01 November 2021 at 05:49 UTC to Sunday, 14 November 2021 at 23:11 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 : 687
Unique Edges : 667
Edges With Duplicates : 993
Total Edges : 1660
Number of Edge Types : 5
Mentions : 389
Tweet : 101
Retweet : 425
MentionsInRetweet : 724
Replies to : 21
Self-Loops : 103
Reciprocated Vertex Pair Ratio : 0.0513595166163142
Reciprocated Edge Ratio : 0.0977011494252874
Connected Components : 81
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 389
Maximum Edges in a Connected Component : 1116
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.767323
Graph Density : 0.00221523419099393
Modularity : 0.550824
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 687 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 November 2021 at 17:20 UTC.

The requested start date was Monday, 15 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 17-hour, 21-minute period from Monday, 01 November 2021 at 05:49 UTC to Sunday, 14 November 2021 at 23:11 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 : datajournalism
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:
[12] https://www.youtube.com/watch?v=jDpiYodNp5U

[6] https://datajournalism.com/read/blog/data-journalism-newsletters
[6] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[5] https://journalismcourses.org/coursecat/self-directed-courses/
[4] https://twitter.com/datajournalism/status/1458766639940448263
[4] https://blog.davidlibeau.fr/les-tweets-du-gouvernement-francais-ne-sont-pas-accessibles/
[4] https://datajournalism.com/read/handbook/verification-3/investigating-disinformation-and-media-manipulation/the-age-of-information-disorder
[3] https://gijn.org/2021/11/05/data-journalists-future-tools/
[3] https://twitter.com/datajournalism/status/1458424015484301313
[3] https://www.addevent.com/event/NM9808434

Top URLs in Tweet in G1:
[4] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[3] https://www.addevent.com/event/NM9808434
[2] https://datajournalism.com/read/blog/data-journalism-newsletters
[2] https://datajournalismcom.s3.eu-central-1.amazonaws.com/handbooks/The-Data-Journalism-Handbook-2_PT.pdf
[2] https://twitter.com/datajournalism/status/1458766639940448263
[2] https://datajournalism.com/read/newsletters/inside-the-pandora-papers
[1] https://datajournalism.com/read/blog/data-journalism-podcasts
[1] https://twitter.com/i/web/status/1456953600433852416
[1] https://twitter.com/i/web/status/1457981756020338689
[1] https://datajournalism.com/read/newsletters/exploring-data-journalism-in-brazil

Top URLs in Tweet in G2:
[5] https://www.youtube.com/watch?v=jDpiYodNp5U

[2] https://twitter.com/datajournalism/status/1458830684416581634
[2] https://twitter.com/datajournalism/status/1458424015484301313
[2] https://datajournalism.com/read/handbook/verification-3/investigating-disinformation-and-media-manipulation/investigating-disinformation
[1] https://twitter.com/i/web/status/1457113060875780097
[1] https://twitter.com/gijn/status/1459235311880482817
[1] https://twitter.com/EscolaDeDados/status/1458553078551126024
[1] https://datajournalism.com/

Top URLs in Tweet in G3:
[3] https://gijn.org/2021/11/05/data-journalists-future-tools/
[1] https://gijn.org/2021/11/01/investigating-organized-crime-guide/
[1] https://datajournalism.com/read/blog/data-journalism-newsletters
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://newsinitiative.withgoogle.com/training/
[1] https://gijc21.us2.pathable.com/meetings/virtual/A6cbaCe8WssR3Yxpn
[1] https://gijc21.us2.pathable.com/meetings/virtual/2sDmkebcuSZ4CXFbR
[1] https://gijc21.us2.pathable.com/agenda#/?limit=20&scroll=date-heading,2021-10-26T00:00:00+03:00,N2AgEJKF6Nmzvkn4F,0,0&sortByFields[0]=startsAt&sortByOrders[0]=1&uid=Y8c8Qs7BAnBEQHSvc

Top URLs in Tweet in G4:
[2] https://www.thecourier.co.uk/fp/courier-investigations/2703714/dundee-ww1-victims/
[1] https://www.pressandjournal.co.uk/fp/pj-investigations/3598986/aberdeen-ww1-victims/

Top URLs in Tweet in G5:
[1] https://twitter.com/EUombudsman/status/1458023634673483779
[1] https://tcij.org/summer-conference/

Top URLs in Tweet in G6:
[1] https://twitter.com/datajournalism/status/1455074262176382977
[1] https://datajournalism.com/read/handbook/one/introduction/data-journalism-in-perspective
[1] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[1] https://twitter.com/gijn/status/1455452564259024898
[1] https://twitter.com/A_L/status/1455506139034963968
[1] https://twitter.com/lucatremolada/status/1455562674754969601
[1] https://twitter.com/arturgalocha/status/1455477174027362308
[1] https://twitter.com/datajournalism/status/1449987117854113792
[1] https://www.r-consortium.org/blog/2021/10/18/largest-data-journalism-conference-in-latin-america-coda-br-starts-nov-8
[1] https://twitter.com/okfnbr/status/1453422526357557254

Top URLs in Tweet in G8:
[6] https://www.youtube.com/watch?v=jDpiYodNp5U

[5] https://journalismcourses.org/coursecat/self-directed-courses/
[1] https://tcij.org/summer-conference/
[1] https://tcij.org/scheduled-training/
[1] https://datajournalism.com/watch/python-for-journalists

Top URLs in Tweet in G9:
[1] https://densitydesign.org/research/topic-tomographies-a-visual-approach-to-distil-information-from-media-streams/
[1] https://www.eventbrite.com/e/207775009647

Top URLs in Tweet in G10:
[2] https://warninggraphiccontent.tumblr.com/post/667636826664828928/12-november-2021
[1] https://warninggraphiccontent.tumblr.com/post/666998106735476736/5-november-2021
[1] https://twitter.com/datajournalism/status/1458766639940448263
[1] https://datajournalism.com/read/blog/data-journalism-newsletters
[1] https://docs.google.com/spreadsheets/d/1xyqbf16wzZSJM1LMCyLiXNBW0h5OIE3fW0W2VCzbkjw/edit#gid=0

Top Domains
Top Domains in Tweet in Entire Graph:
[49] twitter.com
[33] datajournalism.com
[13] youtube.com
[8] agahiawards.com
[5] journalismcourses.org
[4] gijn.org
[4] addevent.com
[4] davidlibeau.fr
[4] co.uk
[3] tcij.org

Top Domains in Tweet in G1:
[14] datajournalism.com
[11] twitter.com
[4] addevent.com
[2] amazonaws.com
[2] youtube.com
[2] imedd.org
[1] theguardian.com
[1] evt.to
[1] substack.com
[1] bit.ly

Top Domains in Tweet in G2:
[7] twitter.com
[5] youtube.com
[3] datajournalism.com

Top Domains in Tweet in G3:
[4] gijn.org
[3] pathable.com
[2] datajournalism.com
[1] withgoogle.com

Top Domains in Tweet in G4:
[3] co.uk

Top Domains in Tweet in G5:
[1] twitter.com
[1] tcij.org

Top Domains in Tweet in G6:
[10] twitter.com
[8] agahiawards.com
[3] datajournalism.com
[2] linkedin.com
[1] r-consortium.org
[1] co.uk
[1] ilsole24ore.com
[1] careerkarma.com
[1] imgur.com
[1] qub.ca

Top Domains in Tweet in G8:
[6] youtube.com
[5] journalismcourses.org
[2] tcij.org
[1] datajournalism.com

Top Domains in Tweet in G9:
[1] densitydesign.org
[1] eventbrite.com

Top Domains in Tweet in G10:
[3] tumblr.com
[1] twitter.com
[1] datajournalism.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[254] datajournalism
[46] ddj
[35] gijc21
[28] data
[27] datahandbook2
[26] dataviz
[26] tenuretrack
[13] scicomm
[13] python
[13] datavisualization



Top Hashtags in Tweet in G1:
[60] datajournalism
[22] datahandbook2
[11] newsletters
[11] ddj
[11] r
[11] python
[6] data
[3] pandorapapers
[2] covid19
[2] brazil

Top Hashtags in Tweet in G2:
[10] datajournalism
[7] codabr21
[7] ddj
[5] freecourses
[5] equity
[5] ethics
[3] brazil
[3] datahandbook2
[2] futureofnews
[1] openaccess

Top Hashtags in Tweet in G3:
[14] gijc21
[8] datajournalism
[1] newsletter
[1] জিআইজেসি২১
[1] gradschool
[1] jschool

Top Hashtags in Tweet in G4:
[3] ww1
[3] datajournalism
[2] ddj
[1] datavisualization
[1] dataviz
[1] datavis
[1] datavisualisation

Top Hashtags in Tweet in G5:
[3] datajournalism
[1] accesstoinformation
[1] wikibase
[1] ddj
[1] newsletters

Top Hashtags in Tweet in G6:
[29] datajournalism
[8] agahiawards
[4] data
[2] geographicdatascience
[2] storytelling
[2] dataviz
[2] datavisualization
[1] datascience
[1] geospatialdatascience
[1] javascript

Top Hashtags in Tweet in G7:
[26] tenuretrack
[1] datajournalism

Top Hashtags in Tweet in G8:
[18] gijc21
[17] datajournalism
[6] covid19
[6] freecourses
[6] equity
[6] ethics
[5] investigativereporting
[5] mapping
[5] misinformation
[4] ddj

Top Hashtags in Tweet in G9:
[3] dataviz
[3] datajournalism
[2] visualization
[1] infoviz
[1] complexity
[1] complexsystems
[1] design
[1] datavisualization
[1] opensource
[1] rawgraphs

Top Hashtags in Tweet in G10:
[7] dataviz
[7] data
[7] ddj
[6] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[254] #datajournalism
[231] data
[137] datajournalism
[73] journalism
[56] day
[54] 11
[53] more
[53] portuguese
[52] analysed
[50] em

Top Words in Tweet in G1:
[95] datajournalism
[60] #datajournalism
[43] portuguese
[40] data
[22] re
[22] edition
[22] #datahandbook2
[20] attention
[20] readers
[20] excited

Top Words in Tweet in G2:
[46] em
[34] abraji
[32] nataliamazotte
[30] versão
[24] português
[24] uma
[23] feliz
[23] demais
[23] termos
[23] essa

Top Words in Tweet in G3:
[55] data
[25] gijn
[18] tools
[17] big
[17] managing
[17] leaked
[17] text
[17] mining
[17] satellite
[17] imaging

Top Words in Tweet in G4:
[41] l_a_kelly
[40] data
[40] run
[40] remembrance
[40] day
[40] analysed
[40] around
[40] 11
[40] 000
[40] ww1

Top Words in Tweet in G5:
[5] datajournalism
[4] cijournalism
[3] journalismarena
[3] edjnet
[3] journalismfund
[3] #datajournalism
[3] euinmyregion
[3] regioevaluation
[3] eu_budget
[3] wikidata

Top Words in Tweet in G6:
[29] #datajournalism
[10] data
[10] journalism
[8] #agahiawards
[4] story
[4] #data
[3] one
[3] come
[3] کا
[2] digital

Top Words in Tweet in G7:
[27] journalismatul
[26] delighted
[26] announce
[26] hiring
[26] full
[26] time
[26] #tenuretrack
[26] lecturer
[26] social
[25] silkehenry

Top Words in Tweet in G8:
[24] learn
[20] python
[20] resources
[19] people
[18] hello
[18] #gijc21
[17] #datajournalism
[17] mighty
[17] fine
[17] promised

Top Words in Tweet in G9:
[22] 00
[21] rawgraphs
[11] lunedì
[11] 13
[11] dicembre
[11] 17
[11] 19
[11] partecipa
[11] webinar
[11] italiano

Top Words in Tweet in G10:
[7] #dataviz
[7] #data
[7] #ddj
[6] week's
[6] etc
[6] #datajournalism
[6] cop
[5] newsletter
[5] viral
[5] content

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] data,journalism
[40] run,remembrance
[40] remembrance,day
[40] day,analysed
[40] analysed,around
[40] around,11
[40] 11,000
[40] 000,ww1
[40] ww1,roll
[40] roll,honour

Top Word Pairs in Tweet in G1:
[22] portuguese,edition
[20] attention,portuguese
[20] portuguese,readers
[20] readers,re
[20] re,excited
[20] excited,present
[20] present,portuguese
[20] edition,#datahandbook2
[19] datajournalism,attention
[19] #datahandbook2,mo

Top Word Pairs in Tweet in G2:
[23] feliz,demais
[23] demais,termos
[23] termos,essa
[23] essa,versão
[23] versão,em
[23] em,português
[23] português,disponível
[23] disponível,em
[23] em,uma
[23] uma,colaboração

Top Word Pairs in Tweet in G3:
[17] big,data
[17] data,managing
[17] managing,leaked
[17] leaked,data
[17] data,text
[17] text,mining
[17] mining,satellite
[17] satellite,imaging
[17] imaging,machine
[17] machine,learning

Top Word Pairs in Tweet in G4:
[40] run,remembrance
[40] remembrance,day
[40] day,analysed
[40] analysed,around
[40] around,11
[40] 11,000
[40] 000,ww1
[40] ww1,roll
[40] roll,honour
[40] honour,records

Top Word Pairs in Tweet in G5:
[3] euinmyregion,regioevaluation
[3] regioevaluation,eu_budget
[3] eu_budget,wikidata
[3] wikidata,wikibasehq
[3] wikibasehq,wikimediade
[3] wikimediade,wikimedia
[3] wikimedia,wikimediach
[2] eulawdatapubs,euinmyregion
[2] wikimediach,cilipinfo
[2] cilipinfo,cilipkim

Top Word Pairs in Tweet in G6:
[5] data,journalism
[2] #data,journalism
[2] #datavisualization,#datajournalism
[2] #agahiawards,مولانا
[2] مولانا,اعظم
[2] اعظم,طارق
[2] طارق,قتل
[2] قتل,کیس
[2] کیس,17
[2] 17,سال

Top Word Pairs in Tweet in G7:
[26] delighted,announce
[26] announce,journalismatul
[26] journalismatul,hiring
[26] hiring,full
[26] full,time
[26] time,#tenuretrack
[26] #tenuretrack,lecturer
[26] lecturer,social
[25] silkehenry,delighted
[25] social,#datajou

Top Word Pairs in Tweet in G8:
[17] hello,mighty
[17] mighty,fine
[17] fine,people
[17] people,#gijc21
[17] #gijc21,promised
[17] promised,share
[17] share,resources
[17] those,learn
[17] learn,python
[17] python,programming

Top Word Pairs in Tweet in G9:
[11] lunedì,13
[11] 13,dicembre
[11] dicembre,17
[11] 17,00
[11] 00,19
[11] 19,00
[11] 00,partecipa
[11] partecipa,webinar
[11] webinar,italiano
[11] italiano,imparare

Top Word Pairs in Tweet in G10:
[5] #ddj,#datajournalism
[5] #datajournalism,etc
[5] etc,newsletter
[5] viral,content
[4] #data,#dataviz
[4] good,cop
[3] week's,#dataviz
[3] #dataviz,#data
[3] #data,#ddj
[3] week's,#data

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@l_a_kelly
@nataliamazotte
@abraji
@gijn
@journalismatul
@silkehenry
@insperjor
@winnydejong

Top Mentioned in G1:
@datajournalism
@evaconstantaras
@htetaung04
@lhreports
@ejcnet
@browninstitute
@sabfaramarzi
@gijn
@tarakelly
@nataliamazotte

Top Mentioned in G2:
@abraji
@nataliamazotte
@insperjor
@datajournalism
@bb_liliana
@jwyg
@escoladedados
@clombion
@okfnbr

Top Mentioned in G3:
@gijn
@kuangkeng
@branthouston
@gianninasegnini
@j_la28
@rainforest_rin
@pulitzercenter
@columbiajourn
@datajournalism
@lehrennbc

Top Mentioned in G4:
@l_a_kelly
@poppyscotland
@tarakelly

Top Mentioned in G5:
@datajournalism
@cijournalism
@journalismarena
@edjnet
@journalismfund
@euinmyregion
@regioevaluation
@eu_budget
@wikidata
@wikibasehq

Top Mentioned in G7:
@journalismatul
@silkehenry

Top Mentioned in G8:
@winnydejong
@jcourses
@cijournalism
@gijc
@zufanka
@karriekehoe
@porcelinad
@noel_mas
@maxharlow
@leilahaddou

Top Mentioned in G9:
@rawgraphs
@pciuccarelli
@khouryvis
@nu_cfd
@artistjaneadams
@densitydesign
@gobbo_beatrice
@mikima
@duiliobalsamo
@paolo_bajardi

Top Mentioned in G10:
@warninggraphicc
@datajournalism
@bisianisimona
@globegov
@ftdata
@econdailycharts
@yougov
@ipsosmori
@bbgvisualdata
@ukonward

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@ary_antipt
@saragomezaranci
@ipythonistabot
@guardian
@djangobot_
@llama_strudel
@fabriciosx
@ml_tweet_bot
@skynews

Top Tweeters in G1:
@guardian
@djangobot_
@discord
@dwatchnews
@digitaldecoded1
@codewithtwitchi
@fimdejogo
@margymaclibrary
@grjenkin
@remixtures

Top Tweeters in G2:
@ary_antipt
@uol
@rmtakata
@antounh
@digiphile
@lita_meza13
@mfouquenet
@todearaujo
@trasel
@jczamora

Top Tweeters in G3:
@threadreaderapp
@ml_tweet_bot
@avivajazz
@drahmadbazzi
@jevremovic
@deepindex
@esmcintyre
@pulitzercenter
@gijn
@henkvaness

Top Tweeters in G4:
@thomasforth
@brackens1
@pegdeg
@dr_fionac
@srtristan
@perth_mcneill
@tazee_k
@kath_torney
@c_malexander
@val_bold

Top Tweeters in G5:
@odsc
@cilipinfo
@euinmyregion
@opengovpart
@glenkcampbell
@journoresource
@hackette7
@cijournalism
@journalism2ls
@wikidata

Top Tweeters in G6:
@biconnections
@jmsardo
@monicasonica
@ccruz
@career_karma
@drfirewillheath
@chuckjames919
@iadnanaamir
@anbenedetti
@agahiawards

Top Tweeters in G7:
@drreznicek
@newschambers
@emmetjryan
@danagavin1895
@victorianclare
@leanderreeves
@gavantitley
@erfanyousafzai
@punchpattie
@criticalmediar

Top Tweeters in G8:
@ipythonistabot
@pythonexpertbot
@pbosque1
@danict89
@karriekehoe
@geoffhing
@teooo_doraaa
@khalid_khattak
@charliekreuz
@wekesawakisika

Top Tweeters in G9:
@opensource_orgs
@pciuccarelli
@artistjaneadams
@taniaschlatter
@giorgiouboldi
@densitydesign
@rawgraphs
@eidogram
@danieleguido
@apanisson

Top Tweeters in G10:
@proftimbale
@uknatarchives
@yougov
@carnegieuktrust
@gavinfreeguard
@ipsosmori
@grantfitzner
@econdailycharts
@bbgvisualdata
@pauldwebb1


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