#ddj OR (data journalism) since:2022-03-07 until:2022-03-14, Twitter, 3/14/2022 11:28:41 AM, 272999


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#ddj OR (data journalism) since:2022-03-07 until:2022-03-14 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2022-03-07 until:2022-03-14 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
March 14, 2022
Short Description:
#ddj OR (data journalism) since:2022-03-07 until:2022-03-14 via NodeXL https://bit.ly/3CFOjGI
@mikaelthalen
@gijn
@lockeddownout
@ire_nicar
@mikestucka
@daniellealberti
@axios
@spatialanalysis
@warninggraphicc
@correctiv_org

Top hashtags:
#ddj
#data
#journalism

Description:
Description
The graph represents a network of 2,027 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-03-07 until:2022-03-14", 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, 14 March 2022 at 09:38 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 07 March 2022 at 00:04 UTC to Sunday, 13 March 2022 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 : 2027
Unique Edges : 2782
Edges With Duplicates : 441
Total Edges : 3223
Number of Edge Types : 5
Mentions : 575
MentionsInRetweet : 986
Replies to : 141
Retweet : 1254
Tweet : 267
Self-Loops : 275
Reciprocated Vertex Pair Ratio : 0.0325355272999252
Reciprocated Edge Ratio : 0.0630206446939515
Connected Components : 321
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 824
Maximum Edges in a Connected Component : 1539
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.532395
Graph Density : 0.000672315644037478
Modularity : 0.800262
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,027 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-03-07 until:2022-03-14", 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, 14 March 2022 at 09:38 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 51-minute period from Monday, 07 March 2022 at 00:04 UTC to Sunday, 13 March 2022 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2022-03-07 until:2022-03-14
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:
[115] https://gijn.org/2022/03/11/data-journalism-top-10-protesting-the-war-russian-sanctions-mapping-refugees-and-nicar-tips/
[71] https://boards.greenhouse.io/axios/jobs/4028227
[29] https://gijn.org/2022/03/09/basic-data-journalism-tips-for-editors/
[20] https://www.civilservicejobs.service.gov.uk/csr/index.cgi?SID=Y3NvdXJjZT1jc3FzZWFyY2gmdXNlcnNlYXJjaGNvbnRleHQ9NzI1MDAyNTcmb3duZXJ0eXBlPWZhaXImam9ibGlzdF92aWV3X3ZhYz0xNzc1NzMwJnNlYXJjaF9zbGljZV9jdXJyZW50PTImb3duZXI9NTA3MDAwMCZwYWdlYWN0aW9uPXZpZXd2YWNieWpvYmxpc3QmcGFnZWNsYXNzPUpvYnMmcmVxc2lnPTE2NDY2NTk2NDctOWIyZDRmZWE4NWE2YmJmYTVkNTlhY2Y2OTI1YWQwZjNiZGI2YmExNQ==
[18] https://econ.trib.al/5AFrJjW
[17] https://www.texastribune.org/2022/03/09/texas-tribune-top-newsroom-editors/
[17] https://19thnews.org/2022/03/single-mothers-pandemic-support-coliving-friends-family/
[15] https://twitter.com/IJFMedia/status/1499055657181454344
[15] https://www.nytimes.com/2022/03/06/insider/my-wife-tracked-me-for-journalism.html
[14] https://www.eventbrite.co.uk/e/data-journalist-careers-at-the-office-for-national-tickets-289179221837

Top URLs in Tweet in G2:
[103] https://gijn.org/2022/03/11/data-journalism-top-10-protesting-the-war-russian-sanctions-mapping-refugees-and-nicar-tips/
[23] https://gijn.org/2022/03/09/basic-data-journalism-tips-for-editors/
[18] https://econ.trib.al/5AFrJjW
[10] https://www.ire.org/longtime-ire-mentor-dies-after-short-illness/
[8] https://gijn.org/data-journalism-books/
[6] https://gijn.org/2022/03/04/data-journalism-top-10-ukraine-covid-clothing-food-gijn/
[5] https://datajournalism.com/survey/2021/
[4] https://t.co/mQirYxbxjq
[4] https://gijn.org/jobs/
[4] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action

Top URLs in Tweet in G3:
[4] https://www.theguardian.com/news/datablog/2011/may/22/nato-libya-data-journalism-operations-country
[4] https://gijn.org/2022/03/09/basic-data-journalism-tips-for-editors/
[4] https://gijn.org/2022/03/11/data-journalism-top-10-protesting-the-war-russian-sanctions-mapping-refugees-and-nicar-tips/
[2] https://www.rawstory.com/new-data-offers-the-clearest-evidence-yet-that-facebook-played-a-key-role-in-the-jan-6/
[2] https://www.unisr.it/offerta-formativa/corsi-formazione/spring-school-data-journalism
[2] https://pressgazette.co.uk/stacker-data-journalism-wire-profile/
[2] https://www.blueroofpolitics.com/p/online-bulletin-boards-as-journalism-beats-data/
[1] https://twitter.com/danwainwright/status/1500826572739145734
[1] https://twitter.com/emrecolako/status/1500948959656873986
[1] https://twitter.com/derekwillis/status/1500960638423736324

Top URLs in Tweet in G4:
[71] https://boards.greenhouse.io/axios/jobs/4028227
[2] https://twitter.com/jeremybowers/status/1501563211929296900
[1] https://www.ire.org/longtime-ire-mentor-dies-after-short-illness/
[1] https://www.washingtonpost.com/investigations/interactive/2022/police-misconduct-repeated-settlements/
[1] https://www.meetup.com/it-IT/TheDataLab/events/284355561/

Top URLs in Tweet in G7:
[19] https://www.civilservicejobs.service.gov.uk/csr/index.cgi?SID=Y3NvdXJjZT1jc3FzZWFyY2gmdXNlcnNlYXJjaGNvbnRleHQ9NzI1MDAyNTcmb3duZXJ0eXBlPWZhaXImam9ibGlzdF92aWV3X3ZhYz0xNzc1NzMwJnNlYXJjaF9zbGljZV9jdXJyZW50PTImb3duZXI9NTA3MDAwMCZwYWdlYWN0aW9uPXZpZXd2YWNieWpvYmxpc3QmcGFnZWNsYXNzPUpvYnMmcmVxc2lnPTE2NDY2NTk2NDctOWIyZDRmZWE4NWE2YmJmYTVkNTlhY2Y2OTI1YWQwZjNiZGI2YmExNQ==
[14] https://www.eventbrite.co.uk/e/data-journalist-careers-at-the-office-for-national-tickets-289179221837
[8] https://www.civilservicejobs.service.gov.uk/csr/index.cgi?SID=cGFnZWNsYXNzPUpvYnMmcGFnZWFjdGlvbj12aWV3dmFjYnlqb2JsaXN0JmNzb3VyY2U9Y3Nxc2VhcmNoJnNlYXJjaF9zbGljZV9jdXJyZW50PTEmam9ibGlzdF92aWV3X3ZhYz0xNzc1NzMxJnVzZXJzZWFyY2hjb250ZXh0PTcyNTAwMjU3Jm93bmVyPTUwNzAwMDAmb3duZXJ0eXBlPWZhaXImcmVxc2lnPTE2NDY0MTQ1NzMtY2Y4YTM1ZmIwNzRiMzFlNzIwNDM0MDRjZGMwOGQzMTcxMmJhMWZhYg==
[3] https://www.storybench.org/of-data-theater-and-healing-the-art-of-federica-fragapane/
[3] https://www.behance.net/gallery/138862771/Women-in-politics
[1] https://datajournalism.com/survey/2021/

Top URLs in Tweet in G8:
[8] https://twitter.com/i/broadcasts/1lDxLLVowkqxm
[3] https://twitter.com/cbarrie/status/1500819779157905408
[1] https://www.wired.com/story/is-us-leaning-red-or-blue-election-maps/
[1] https://twitter.com/jburnmurdoch/status/1502240909244649480
[1] https://www.lis.ac.uk/news/lis-graduate-masterclass-with-john-burn-murdoch/
[1] https://www.getrevue.co/profile/ReutersInstitute

Top URLs in Tweet in G9:
[8] https://journalism.nyu.edu/graduate/programs/american-journalism-online-masters/awards/
[7] https://www.cjr.org/innovations/gumshoe-foia-data-dumps-ai.php
[4] https://twitter.com/HilkeSchellmann/status/1499050160172814343
[1] https://www.washingtonpost.com/sports/2022/03/08/baseball-lockout-media-coverage/
[1] https://mediagazer.com/220308/p21
[1] https://mediagazer.com/220307/p12
[1] http://www.journaliststoolbox.org/category/data-

Top URLs in Tweet in G10:
[4] https://datadrivenreporting.medill.northwestern.edu/how-to-apply
[3] https://ft.trib.al/axR5Xk4
[3] https://medium.com/warning-graphic-content/11-march-2022-aef6ebb6fe68
[2] https://medium.com/we-are-the-european-journalism-centre/an-exciting-journey-begins-for-40-young-journalists-in-european-newsrooms-ee7553c7a61d

Top Domains
Top Domains in Tweet in Entire Graph:
[171] gijn.org
[132] twitter.com
[71] greenhouse.io
[69] co.uk
[28] gov.uk
[21] trib.al
[21] texastribune.org
[19] inquirer.com
[17] 19thnews.org
[16] nytimes.com

Top Domains in Tweet in G2:
[145] gijn.org
[18] trib.al
[11] datajournalism.com
[10] ire.org
[8] twitter.com
[4] t.co
[4] google.com
[3] verigazeteciligi.com
[3] wikimedia.org
[2] ejc.net

Top Domains in Tweet in G3:
[18] twitter.com
[9] gijn.org
[7] rappler.com
[4] theguardian.com
[3] co.uk
[2] europeandatajournalism.eu
[2] rawstory.com
[2] unisr.it
[2] blueroofpolitics.com
[1] mh-friends.com

Top Domains in Tweet in G4:
[71] greenhouse.io
[2] twitter.com
[1] ire.org
[1] washingtonpost.com
[1] meetup.com

Top Domains in Tweet in G7:
[27] gov.uk
[14] co.uk
[3] storybench.org
[3] behance.net
[1] datajournalism.com

Top Domains in Tweet in G8:
[12] twitter.com
[1] wired.com
[1] ac.uk
[1] getrevue.co

Top Domains in Tweet in G9:
[8] nyu.edu
[7] cjr.org
[4] twitter.com
[2] mediagazer.com
[1] washingtonpost.com
[1] journaliststoolbox.org

Top Domains in Tweet in G10:
[5] medium.com
[4] northwestern.edu
[3] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] ddj
[107] data
[90] journalism
[56] dataviz
[54] nicar22
[31] journalismjobs
[28] datajournalism
[24] journojobs
[21] 산불
[21] wildfires



Top Hashtags in Tweet in G2:
[79] ddj
[32] nicar22
[19] datajournalism
[14] data
[8] journalism
[6] нетвойнеi
[6] sanctions
[6] dataviz
[4] covid19
[4] osint

Top Hashtags in Tweet in G3:
[9] ddj
[3] datajournalism
[2] innovation
[2] tbr
[2] datajournalisme
[2] nicar22
[1] crisismanagement
[1] media
[1] crisis
[1] cybercriminals

Top Hashtags in Tweet in G7:
[21] ddj
[7] data
[6] datavisualization
[6] dataviz
[2] infographic
[1] datajournalism

Top Hashtags in Tweet in G8:
[2] covid19
[2] risjmemlecture

Top Hashtags in Tweet in G9:
[10] foia
[8] journalism
[7] data
[4] ai
[4] techforgood
[4] dataanalytics
[4] dataleak
[2] writingcommunity
[2] b2b
[2] b2c

Top Hashtags in Tweet in G10:
[6] ddj
[3] dataviz
[3] data
[3] iwd2022
[2] datajournalism
[1] civictech
[1] opengov

Top Words
Top Words in Tweet in Entire Graph:
[1965] data
[1429] journalism
[796] russian
[790] roskomnadzor
[481] media
[443] ukraine
[397] leaked
[396] invasion
[395] agency
[395] tasked

Top Words in Tweet in G1:
[786] roskomnadzor
[750] russian
[395] journalism
[395] data
[393] leaked
[393] agency
[393] tasked
[393] censoring
[393] media
[359] ddosecrets

Top Words in Tweet in G2:
[235] data
[165] journalism
[94] russia
[80] #ddj
[76] top
[70] 10
[66] more
[64] ukraine
[64] war
[57] looking

Top Words in Tweet in G3:
[109] data
[108] journalism
[37] research
[24] pay
[24] paper
[23] case
[23] study
[22] essays
[22] philosophy
[22] thesis

Top Words in Tweet in G4:
[235] data
[84] journalism
[74] team
[73] viz
[72] storytelling
[71] applications
[71] open
[71] summer's
[71] paid
[71] visualization

Top Words in Tweet in G5:
[63] strong
[63] data
[63] journalism

Top Words in Tweet in G7:
[58] data
[25] ons
[25] journalist
[23] #ddj
[19] recruiting
[19] senior
[16] journalists
[14] four
[14] great
[14] team

Top Words in Tweet in G8:
[35] data
[33] journalism
[26] things
[24] interested
[17] love
[16] industry
[15] working
[15] pension
[15] making
[13] research

Top Words in Tweet in G9:
[16] data
[14] news
[10] fav
[10] #foia
[9] journalism
[8] twitter
[8] org
[8] nominate
[8] #journalism
[7] #data

Top Words in Tweet in G10:
[12] data
[8] journalism
[7] googlenewsinit
[7] applications
[7] open
[6] 59
[6] #ddj
[5] join
[5] fellowship
[5] award

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[553] data,journalism
[395] data,roskomnadzor
[395] roskomnadzor,russian
[395] russian,agency
[395] agency,tasked
[366] non,profit
[360] journalism,non
[359] hackers,leaked
[359] leaked,journalism
[359] profit,ddosecrets

Top Word Pairs in Tweet in G1:
[393] data,roskomnadzor
[393] roskomnadzor,russian
[393] russian,agency
[393] agency,tasked
[357] hackers,leaked
[357] leaked,journalism
[357] journalism,non
[357] non,profit
[357] profit,ddosecrets
[357] ddosecrets,800

Top Word Pairs in Tweet in G2:
[141] data,journalism
[70] top,10
[47] 10,#ddj
[43] data,teams
[42] anti,war
[39] gijn's,top
[39] airspace,bans
[36] teams,globe
[36] invasion,ukraine
[36] ukraine,theeconomist

Top Word Pairs in Tweet in G3:
[37] data,journalism
[22] case,study
[12] guarantee,top
[12] top,grades
[12] grades,pay
[12] pay,essays
[12] essays,due
[12] due,coursework
[12] coursework,case
[12] study,philosophy

Top Word Pairs in Tweet in G4:
[73] data,viz
[72] data,storytelling
[71] applications,open
[71] open,summer's
[71] summer's,paid
[71] paid,data
[71] data,visualization
[71] visualization,internship
[71] internship,axios
[71] axios,spend

Top Word Pairs in Tweet in G5:
[63] strong,data
[63] data,journalism

Top Word Pairs in Tweet in G7:
[25] data,journalist
[19] senior,data
[16] data,journalists
[11] data,journalism
[11] journalism,jobs
[11] jobs,yes
[11] yes,plural
[11] plural,first
[11] first,recruiting
[11] recruiting,senior

Top Word Pairs in Tweet in G8:
[26] data,journalism
[13] industry,research
[12] interested,speaking
[12] speaking,academics
[12] academics,working
[12] working,industry
[12] research,positions
[12] positions,love
[12] love,job
[12] job,pension

Top Word Pairs in Tweet in G9:
[8] news,org
[7] ai,tool
[6] fake,news
[6] news,debunker
[6] non,profit
[6] profit,news
[6] org,data
[6] data,viz
[6] american,journalism
[6] journalism,online

Top Word Pairs in Tweet in G10:
[7] applications,open
[4] data,journalism
[4] open,data
[4] data,driven
[4] driven,reporting
[4] reporting,project
[4] project,partnership
[4] partnership,between
[4] between,googlenewsinit
[4] googlenewsinit,northwesternu

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@axios
@theeconomist
@correctiv_org
@business
@ire_nicar
@maryjowebster
@nodexl
@texastribune
@chabelih
@m_heggeness

Top Mentioned in G2:
@theeconomist
@correctiv_org
@business
@ire_nicar
@maryjowebster
@nodexl
@reuters
@gijn
@datajournalism
@mediahackza

Top Mentioned in G3:
@brilliant_1990
@homeworkpay3

Top Mentioned in G4:
@axios
@dataeditor
@compassred
@w_r_chase

Top Mentioned in G6:
@ksliberal
@steeb_ryan
@sapienwoman
@synyster63
@thinkytexan
@imvala
@vixmac80
@klee34036780
@bassistold
@teachesl

Top Mentioned in G7:
@ons
@la_lettura
@storybench
@maaishao
@sharmilakg
@nujournalism

Top Mentioned in G8:
@ft
@aagalloni
@jburnmurdoch
@sdaneshkhu
@noa_landau

Top Mentioned in G9:
@nyu_journalism
@cjr
@ire_nicar
@nabj
@journalistslike
@spj_tweets
@niemanfdn
@muckrock
@mona_sloane
@paromasoni

Top Mentioned in G10:
@googlenewsinit
@ftdata
@northwesternu
@medillschool
@ejcnet
@mysociety
@postgraphics
@spatialanalysis
@kennethfield
@ourworldindata

Top Tweeters
Top Tweeters in Entire Graph:
@codedailybot
@independent
@_redfrog
@derekjohnbryant
@rapplerdotcom
@vedehimajumdar
@reuters
@business
@viriyabot
@fabriciosx

Top Tweeters in G1:
@vedehimajumdar
@elkehollings
@bethsinniresist
@youranonriots
@pauldramone
@thegaychel
@masky_jay_hoody
@electricboyo
@urocklive1
@dontpanic1955

Top Tweeters in G2:
@_redfrog
@reuters
@business
@viriyabot
@keinishikawa3
@ds41744
@vmrwanda
@nytimes
@wsj
@the_newarab

Top Tweeters in G3:
@mediabot
@stranotizie
@skydog811
@klassalle
@mhfriends
@brilliant_1990
@vyctorian
@akilbello
@ecobearwitness
@moveph

Top Tweeters in G4:
@evelynvwoodsen
@light_angel_12
@tummler10
@xobekim
@axios
@zimanaanalytics
@t2pitchy
@fishnette
@mikestucka
@emgusk

Top Tweeters in G5:
@leutrimrexhaj
@enopoletus
@djjenkins
@moocowsue
@powerfromspace1
@stephenpiment
@vaxandrelax
@brian45tanner
@weshartline
@karenvaites

Top Tweeters in G6:
@teachesl
@vincegottalotta
@klee34036780
@shlomoindiana
@nuckchorris16
@thinkytexan
@ksliberal
@imvala
@sembrouthes
@rushvillerockit

Top Tweeters in G7:
@fabriciosx
@glynmoody
@psychemedia
@vitrinanorte
@muhammadhaf1z
@miskaknapek
@la_lettura
@ons
@kath_torney
@storybench

Top Tweeters in G8:
@ft
@nikkiribas
@jburnmurdoch
@rasmus_kleis
@ruse
@noa_landau
@yearrypanji
@meta_lab
@risj_oxford
@alvaromp78

Top Tweeters in G9:
@swordsjew
@mediagazer
@muckrock
@cjr
@thackerpd
@nabj
@aejmc
@journalistslike
@spj_tweets
@reporteramber

Top Tweeters in G10:
@kennethfield
@ejcnet
@gavinfreeguard
@northwesternu
@medillschool
@econdailycharts
@postgraphics
@jak1oh3
@journokatie
@googlecanada


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