#ddj OR (data journalism) since:2023-03-13 until:2023-03-20, Twitter, 3/20/2023 9:38:24 AM, 291652


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#ddj OR (data journalism) since:2023-03-13 until:2023-03-20 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2023-03-13 until:2023-03-20 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
March 20, 2023
Short Description:
#ddj OR (data journalism) since:2023-03-13 until:2023-03-20 via NodeXL https://bit.ly/3Lxem9D
@gijn
@sigmaawards
@datajournalism
@bggourmet
@gijnafrica
@ire_nicar
@gijnru
@apochiowoicho
@samlowry60
@nytimes

Top hashtags:
#ddj
#journalism
#datajournalism
#sigmas23

Description:
Description
The graph represents a network of 1,831 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-03-13 until:2023-03-20", 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, 20 March 2023 at 09:35 UTC.

The tweets in the network were tweeted over the 6-day, 21-hour, 50-minute period from Monday, 13 March 2023 at 00:02 UTC to Sunday, 19 March 2023 at 21:52 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 : 1831
Unique Edges : 2472
Edges With Duplicates : 165
Total Edges : 2637
Number of Edge Types : 5
Retweet : 1152
MentionsInRetweet : 726
Tweet : 183
Replies to : 142
Mentions : 434
Self-Loops : 188
Reciprocated Vertex Pair Ratio : 0.0205391527599487
Reciprocated Edge Ratio : 0.040251572327044
Connected Components : 264
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 400
Maximum Edges in a Connected Component : 1009
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.956235
Graph Density : 0.000711785193077329
Modularity : 0.870314
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,831 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-03-13 until:2023-03-20", 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, 20 March 2023 at 09:35 UTC.

The tweets in the network were tweeted over the 6-day, 21-hour, 50-minute period from Monday, 13 March 2023 at 00:02 UTC to Sunday, 19 March 2023 at 21:52 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:2023-03-13 until:2023-03-20
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:
[149] https://digitaleditions.telegraph.co.uk/data/1278/reader/reader.html?social
[51] https://gijn.org/2023/03/17/data-journalism-top-10-women-equity-leisure-spaces-eu-street-names/
[48] https://www.mirror.co.uk/news/uk-news/we-need-better-over-14000-28046576
[38] https://www.washingtonpost.com/science/2023/03/17/covid-origins-raccoon-dog/
[29] https://www.icfj.org/our-work/2023-news-corp-media-fellowship-digital-innovation
[28] https://docs.google.com/forms/d/e/1FAIpQLSeAMx3YuNujra0chqQbI23oJtzdFRHiCJnefa99bFbqcccAug/viewform?usp=pp_url
[27] https://www.journaliststoolbox.org/
[20] https://twitter.com/IRE_NICAR/status/1635649494267179009
[18] https://twitter.com/i/web/status/1634879476461862913
[17] https://projects.propublica.org/spillover/

Top URLs in Tweet in G2:
[43] https://gijn.org/2023/03/17/data-journalism-top-10-women-equity-leisure-spaces-eu-street-names/
[12] https://gijn.org/2023/03/15/top-10-ddj-predvzyatost-algoritmov-karta-femicida-i-supermen-biseksual/
[11] https://sigmaawards.org/projects
[8] https://twitter.com/themarkup/status/1636779264430288896
[7] https://gijn.org/2023/03/10/data-journalism-top-10-algorithm-bias-mapping-femicide-indias-deadly-cold-bisexual-superman/
[6] https://sigmaawards.org/la-ciudad-sumergida-the-submerged-city/
[6] https://sigmaawards.org/game-of-votes/
[6] https://pulitzercenter.org/journalism/initiatives/machine-learning-investigations?utm_source=twitter&utm_medium=social&utm_campaign=Call-for-Apps
[6] https://publicintegrity.org/inside-publici/public-integrity-reporters-work-honored-among-best-data-journalism-in-world/
[4] https://twitter.com/sigmaawards/status/1636768609971359744

Top URLs in Tweet in G3:
[149] https://digitaleditions.telegraph.co.uk/data/1278/reader/reader.html?social

Top URLs in Tweet in G6:
[5] https://gijn.org/2023/03/17/data-journalism-top-10-women-equity-leisure-spaces-eu-street-names/
[3] https://pressgazette.co.uk/media-audience-and-business-data/women-in-journalism-online-abuse/
[2] https://singularityhub.com/2018/11/18/follow-the-data-investigative-journalism-in-the-age-of-algorithms/?utm_medium=email&utm_content=follow-the-data-investigative-journalism-in-the-age-of-algorithms&utm_source=newsletter&utm_campaign=fy18-hub-daily-rss-newsletter&mkt_tok=eyJpIjoiWkRaaU1tWm1NVEppTnpRMSIsInQiOiJRWUpaU0htNUt5Y1B4dEdoVHhaRGVqVnNTYW9mY3pKXC9CalpEMFJXSEhvcTdvNkhEbFwvUkJzdjF5b3FnNUVKXC9mbGNSNEhpWFhqRzkyemZZeVJDMTJSTG5oTWNzNURwVFBEbDE4YmRKQWZoT25VNVk5emk4OEVlRUE5TkJ5aEEwOCJ9#sm.0000kd6ub2pfaf52s6b21mkagkw94
[2] https://technewstt.com/bd1356-robots-automating-journalism/?utm_campaign=the-robots-in-journalisms-future&utm_medium=social_link&utm_source=missinglettr-twitter
[2] https://twitter.com/sigmaawards/status/1636768588328587264
[1] https://www.cjr.org/the_media_today/tucker_carlson_trump_fox_lawsuit.php
[1] https://bigearth-data.com/
[1] https://confronti.net/2023/03/il-termometro-dellequita-di-genere/
[1] https://twitter.com/andymukherjee70/status/1635101368586477569
[1] https://founderslist.com/events/view/bias-is-more-than-a-glitch-lQbQsXP7

Top URLs in Tweet in G7:
[29] https://www.icfj.org/our-work/2023-news-corp-media-fellowship-digital-innovation
[13] https://icfj-org.zoom.us/webinar/register/WN_fYpA3LM-Q0ugJhzCOYgXiw
[6] https://datajournalism.com/survey/2022/skills-and-tools/#tools
[4] https://gijn.org/2022/03/09/basic-data-journalism-tips-for-editors/
[3] https://datajournalism.com/read/longreads/accessible-data-visualisation
[3] https://twitter.com/dataninjait/status/1636310804403200002
[2] https://twitter.com/InteractiveFeed/status/1634845222323781634
[2] https://t.co/BX1M3Fzwaa
[2] https://www.africadatahub.org/training-modules/visualisation-beginners-guide-to-maps
[2] https://crisisinsight.acaps.org/protection_dataset

Top URLs in Tweet in G8:
[19] https://twitter.com/IRE_NICAR/status/1635649494267179009
[18] https://twitter.com/i/web/status/1634879476461862913
[10] https://www.ire.org/event/webinar-how-to-make-it-as-a-freelancer-in-investigative-data-journalism-april-2023/
[6] https://www.ire.org/event/march-2023-data-journalism-bootcamp-in-person/
[4] https://showme.missouri.edu/2023/missouri-school-of-journalism-partnership-to-investigate-news-deserts/
[3] https://www.facebook.com/watch/?v=173072511770121&ref=sharing
[1] https://gijn.org/2023/03/13/10-simple-data-errors-that-can-ruin-an-investigation/
[1] https://www.ire.org/training/conferences/nicar-2023/nicar-2023-tipsheets/

Top URLs in Tweet in G9:
[48] https://www.mirror.co.uk/news/uk-news/we-need-better-over-14000-28046576

Top URLs in Tweet in G10:
[38] https://www.washingtonpost.com/science/2023/03/17/covid-origins-raccoon-dog/
[1] https://www.aol.com/news/why-lab-leak-proponents-unconvinced-185636081.html

Top Domains
Top Domains in Tweet in Entire Graph:
[232] co.uk
[148] twitter.com
[85] gijn.org
[41] washingtonpost.com
[41] sigmaawards.org
[29] icfj.org
[29] google.com
[27] journaliststoolbox.org
[19] ire.org
[18] zoom.us

Top Domains in Tweet in G2:
[67] gijn.org
[39] sigmaawards.org
[20] twitter.com
[8] pulitzercenter.org
[6] publicintegrity.org
[3] youtube.com
[3] themarkup.org
[3] voxeurop.eu
[2] mappingdiversity.eu
[2] zoom.us

Top Domains in Tweet in G3:
[149] co.uk

Top Domains in Tweet in G6:
[17] twitter.com
[6] gijn.org
[5] co.uk
[3] nytimes.com
[2] singularityhub.com
[2] technewstt.com
[2] medium.com
[2] 7wdata.be
[1] cjr.org
[1] bigearth-data.com

Top Domains in Tweet in G7:
[29] icfj.org
[15] zoom.us
[9] datajournalism.com
[7] gijn.org
[6] twitter.com
[4] acaps.org
[2] t.co
[2] africadatahub.org
[2] ire.org
[2] imedd.org

Top Domains in Tweet in G8:
[37] twitter.com
[17] ire.org
[4] missouri.edu
[3] facebook.com
[1] gijn.org

Top Domains in Tweet in G9:
[48] co.uk

Top Domains in Tweet in G10:
[38] washingtonpost.com
[1] aol.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[136] ddj
[64] journalism
[53] datajournalism
[43] sigmas23
[30] sunshineweek
[26] winner
[15] dataviz
[14] data
[12] whopandemichub
[9] fuelingwar



Top Hashtags in Tweet in G2:
[78] ddj
[40] sigmas23
[26] winner
[25] datajournalism
[8] dataviz
[4] ukrainerussiawar
[3] periodismo
[3] donne
[2] 数据新闻精选
[2] giornalistiche

Top Hashtags in Tweet in G6:
[8] ddj
[5] data
[3] artificialintelligence
[3] journalism
[3] datajournalism
[3] dataviz
[3] ai
[2] datascience
[2] dataquality
[1] fascist

Top Hashtags in Tweet in G7:
[19] ddj
[16] datajournalism
[3] bcujournos
[3] dataviz
[2] dataset
[2] imeddlab
[1] nicar23
[1] sigmas23

Top Hashtags in Tweet in G8:
[1] nicar23
[1] datajournalism
[1] ddj

Top Hashtags in Tweet in G10:
[40] journalism
[1] media

Top Words
Top Words in Tweet in Entire Graph:
[1483] data
[1339] journalism
[594] อ
[396] ม
[396] ส
[396] ด
[396] ท
[396] บ
[396] แต
[396] อย

Top Words in Tweet in G1:
[594] อ
[396] ม
[396] ส
[396] อย
[396] ด
[396] ท
[396] บ
[396] แต
[198] วงการ
[198] 555555

Top Words in Tweet in G2:
[81] data
[78] #ddj
[62] 10
[44] в
[41] journalism
[40] #sigmas23
[35] work
[33] gijn
[33] top
[29] co

Top Words in Tweet in G3:
[149] inquest
[149] david
[149] found
[149] journalism
[149] campbell
[149] alastair
[149] woods
[149] mod
[149] gilligan
[149] later

Top Words in Tweet in G4:
[232] journalists
[123] data
[118] journalism
[116] antisemitic
[116] played
[116] violent
[116] folks
[116] fpotus'
[116] original
[116] speech

Top Words in Tweet in G5:
[182] based
[182] data
[91] 180yrs
[91] cereal
[91] models
[91] observational
[91] ignoring
[91] rushed
[91] computer
[91] straight

Top Words in Tweet in G6:
[70] data
[65] journalism
[15] more
[8] #ddj
[8] 10
[8] media
[8] work
[6] top
[6] read
[6] first

Top Words in Tweet in G7:
[87] data
[70] journalism
[47] fellowship
[46] journalists
[43] apply
[43] digital
[30] wsj
[29] program
[29] month
[29] opportunity

Top Words in Tweet in G8:
[59] data
[54] analysts
[52] journalism
[40] investigative
[38] freelance
[34] more
[28] experts
[21] journalists
[20] great
[20] ai

Top Words in Tweet in G9:
[48] save
[48] mind
[48] lives
[48] hcws
[48] air
[48] death
[48] ffp2
[48] unions
[48] measures
[48] blows

Top Words in Tweet in G10:
[40] data
[40] #journalism
[38] incomplete
[38] breathlessness
[38] great
[38] face
[38] one
[38] very
[38] stories
[38] leaves

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[601] data,journalism
[396] ด,อ
[198] ท,าง
[198] อะไรบ,านๆ
[198] บ,555555
[198] 555555,หน
[198] แต,อย
[198] าท,เห
[198] เจอไม,บ
[198] าง,ายด

Top Word Pairs in Tweet in G1:
[396] ด,อ
[198] chart,มาเช
[198] นยากๆ,ล
[198] เพราะ,ท
[198] ล,กค
[198] เท,าท
[198] นยาก,จร
[198] อะไรบ,านๆ
[198] อ,นยาก
[198] ส,วนมากใช

Top Word Pairs in Tweet in G2:
[36] data,journalism
[26] #winner,#ddj
[26] #sigmas23,#winner
[26] 10,#sigmas23
[20] top,10
[16] #ddj,gijn
[14] в,топ
[14] gijn,рус
[14] топ,10
[13] 10,#ddj

Top Word Pairs in Tweet in G3:
[149] mod,insider
[149] found,later
[149] woods,near
[149] shoddy,journalism
[149] bbc,shoddy
[149] near,home
[149] journalism,mod
[149] revealed,dr
[149] inquest,held
[149] gilligan,accusing

Top Word Pairs in Tweet in G4:
[116] fpotus',violent
[116] being,played
[116] journalists,original
[116] mules,fpotus'
[116] journalists,willingly
[116] original,journalists
[116] chose,data
[116] journalism,folks
[116] data,mules
[116] speech,journalism

Top Word Pairs in Tweet in G5:
[91] 180yrs,observational
[91] ignoring,two
[91] data,journalism
[91] based,180yrs
[91] studies,based
[91] 1979,data
[91] qual,cereal
[91] two,studies
[91] rushed,climate
[91] data,computer

Top Word Pairs in Tweet in G6:
[24] data,journalism
[6] top,10
[4] fact,checking
[3] read,more
[3] jornalismo,dados
[3] 10,jornalismo
[2] human,read
[2] opinions,balanced
[2] more,#ai
[2] data,much

Top Word Pairs in Tweet in G7:
[42] data,journalism
[17] month,fellowship
[16] grant,funding
[16] ma,data
[16] media,fellowship
[16] training,digital
[16] day,training
[16] digital,tools
[16] offers,journalists
[16] journalists,half

Top Word Pairs in Tweet in G8:
[27] data,journalism
[20] investigative,reporters
[20] reporters,editors
[20] investigative,data
[19] freelance,investigative
[19] hear,sonali_kohli
[19] experts,break
[19] journalism,hear
[19] freelance,check
[19] event,experts

Top Word Pairs in Tweet in G9:
[48] end,moment
[48] data,save
[48] clean,air
[48] death,data
[48] ffp2,masks
[48] nhs,hcws
[48] air,measures
[48] hcws,unions
[48] etc,many
[48] many,cases

Top Word Pairs in Tweet in G10:
[38] leaves,frustrated
[38] confusing,data
[38] relman,great
[38] frankly,breathlessness
[38] great,opportunity
[38] one,promoted
[38] data,leaves
[38] concerned,stanford
[38] stories,one
[38] stanford,david

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@oliviawannan
@cjidafrica
@wsj
@gijn
@icfj
@sonali_kohli
@jgasspoore
@rebeccaaguilar
@spj_tweets
@guardian

Top Mentioned in G2:
@gijn
@edjnet
@fivethirtyeight
@grist
@washingtonpost
@grmiir
@sigmaawards
@macarangatweets
@indiaspend
@amenazaroboto

Top Mentioned in G5:
@oliviawannan

Top Mentioned in G7:
@wsj
@icfj
@paulbradshaw
@datajournalism
@maryjowebster
@scrippshowardfd
@bcujournalism
@c_aguilargarcia
@nielsdhg
@thomaswilburn

Top Mentioned in G8:
@sonali_kohli
@jgasspoore
@rebeccaaguilar
@mujschool
@ire_nicar
@kathykiely
@davidherzog
@chronotope
@rightrelevance

Top Tweeters
Top Tweeters in Entire Graph:
@mattmurph24
@serendipitysays
@bannerite
@marthalynneowe1
@lechatnoire4
@ndtv
@pollsstar
@1loriking
@bassaces1
@manchuriandevil

Top Tweeters in G1:
@oohsewan
@annonymousstar
@palaled
@junnevip
@batmouri
@kiszie
@kladcamz
@carrot_kimi
@once31dec
@aikquesung

Top Tweeters in G2:
@g1
@el_pais
@michellelanious
@pmihail1
@washingtonpost
@lemondefr
@syawal
@ap
@brianpiero
@sfchronicle

Top Tweeters in G3:
@pollsstar
@suekeen1
@grizzly712
@mssassysally
@vivienmiss
@jcharrison
@milsomgillian
@jones27_susan
@caromitchell1
@sarahisitme

Top Tweeters in G4:
@mattmurph24
@serendipitysays
@bannerite
@marthalynneowe1
@1loriking
@manchuriandevil
@mrtachilles
@roripierpont1
@cmargaronis
@emccoy_writer

Top Tweeters in G5:
@markhubbard33
@nailburke
@canberrab8
@vcdxnz001
@sundancethecat
@euphoguy
@wings50streams
@k1w127
@jamesonekaka
@light42lime

Top Tweeters in G6:
@jchapman1729
@machinelearnflx
@biconnections
@yvesmulkers
@hernangraffe
@nevereverdave
@ecobearwitness
@medicolorado
@_unicornsfyeah
@closefeed_bot

Top Tweeters in G7:
@wsj
@enywaru
@roshneenarrande
@freedomofcommu
@giannopoulosg
@samuel12235343
@paulbradshaw
@icfj
@jefrymakumbe
@bhmotta

Top Tweeters in G8:
@rizvisalim
@craigmatsuda
@rozmcdermott
@grjenkin
@watchdogdiva
@chronotope
@sjosephburns
@chuppacadabra
@karensteger
@fvaraorta

Top Tweeters in G9:
@cabbidges
@viviengreenlee1
@gladstonemarian
@verde1957
@jonathanlseagul
@lawyerlinguist1
@electra316
@pasturebnb
@clintinoslucky7
@newsaboutwomen

Top Tweeters in G10:
@sandbagger59
@lolamotz
@nyawiranjoroge
@curmudgeoncd21
@mbalter
@isabelvalin
@zeynep
@mguru2020
@mrpug94
@saraht_74


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