#ddj OR (data journalism), Twitter, 8/2/2021 7:58:28 PM, 259430


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#ddj OR (data journalism)_2021-08-02_08-50-45.xlsx
#ddj OR (data journalism)_2021-08-02_08-50-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 02, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/2TPzvmR
@gijn
@gijnru
@istories_media
@washingtonpost
@puntofisso
@edjnet
@teo_moretti
@datajournalism
@gijnturkish
@icymi_r

Top hashtags:
#july27coup
#whatshappeninginmyanmar
#ddj
#dataviz
#datajournalism
#data

Description:
Description
The graph represents a network of 3,006 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 Monday, 02 August 2021 at 15:56 UTC.

The requested start date was Monday, 02 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 23-minute period from Monday, 26 July 2021 at 00:10 UTC to Sunday, 01 August 2021 at 23:33 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 : 3006
Unique Edges : 2425
Edges With Duplicates : 2497
Total Edges : 4922
Number of Edge Types : 5
Retweet : 1121
MentionsInRetweet : 1739
Replies to : 190
Tweet : 1239
Mentions : 633
Self-Loops : 1261
Reciprocated Vertex Pair Ratio : 0.0301381331100879
Reciprocated Edge Ratio : 0.0585127996749289
Connected Components : 1276
Single-Vertex Connected Components : 996
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 1056
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.315537
Graph Density : 0.000272444572862041
Modularity : 0.581967
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,006 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 Monday, 02 August 2021 at 15:56 UTC.

The requested start date was Monday, 02 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 23-minute period from Monday, 26 July 2021 at 00:10 UTC to Sunday, 01 August 2021 at 23:33 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 : #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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[987] https://twitter.com/cape_diamond/status/1419881172855709697
[23] https://gijn.org/2021/07/30/data-journalism-top-10-tokyo-olympics-sand-mining-gray-gold-deforestation/
[14] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html
[11] https://www.wnycstudios.org/podcasts/otm/segments/ethics-reporting-data-leaked-ransomware-attacks-on-the-media
[8] https://datajournalism.com/read/blog/data-journalism-good-reasons
[8] https://datarightsafrica.org/data-journalism-in-somalia-context-challenges-and-opportunities/
[6] https://gijn.org/2021/07/23/top-10-ddj-proekt-pegasus-navodnenie-v-evrope-neravenstvo-na-karte-i-k-pop/
[6] https://docs.google.com/forms/d/e/1FAIpQLSeyRf-jrR550t8-FvVdv9DccvEdQOQn7m08wRD7H7a8TOKCMQ/viewform
[6] https://veribulteni.voyd.org.tr/e-book/
[6] https://link.medium.com/XDE8gekDcib

Top URLs in Tweet in G1:
[920] https://twitter.com/cape_diamond/status/1419881172855709697
[4] https://www.instagram.com/accounts/login/
[3] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html
[3] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html?tid=ss_tw
[3] https://www.adn.com/nation-world/2021/07/25/a-catholic-newsletter-promised-investigative-journalism-then-they-outed-a-priest-using-grindr-data/
[2] https://www.journalism.co.uk/press-releases/qumulo-on-azure-delivers-petabyte-scale-file-data-management-platform-as-a-managed-service-in-the-cloud-enabling-radical-simplicity-and-flexibility/s66/a843835/
[2] https://twitter.com/KenDilanianNBC/status/1420024393263206407
[2] https://twitter.com/wolfewylie/status/1420394942497705988
[2] https://blogs.ec.europa.eu/ECintheUK/data-protection-laws-to-kill-off-investigative-journalism/
[2] https://mobile.twitter.com/euro_myths/status/1007208565508067328

Top URLs in Tweet in G2:
[14] https://gijn.org/2021/07/30/data-journalism-top-10-tokyo-olympics-sand-mining-gray-gold-deforestation/
[6] https://gijn.org/2021/07/23/top-10-ddj-proekt-pegasus-navodnenie-v-evrope-neravenstvo-na-karte-i-k-pop/
[6] https://docs.google.com/forms/d/e/1FAIpQLSeyRf-jrR550t8-FvVdv9DccvEdQOQn7m08wRD7H7a8TOKCMQ/viewform
[6] https://veribulteni.voyd.org.tr/e-book/
[6] https://link.medium.com/XDE8gekDcib
[5] https://verisozluk.com/
[4] https://mailchi.mp/a7b8b26ecbf7/veri-bulteni_138-6272277
[2] https://www.theguardian.com/commentisfree/2021/jul/22/burner-phones-fake-sources-evil-twin-attacks-journalism-surveillance
[2] https://datajournalism.com/read/blog/data-journalism-good-reasons
[2] https://gijn.org/2021/07/23/data-journalism-top-10-pegasus-silencing-reporters-europe-flooding-diversity-mapping-k-pop/

Top URLs in Tweet in G3:
[1] https://twitter.com/Independent_ie/status/1421851970617368581
[1] https://twitter.com/justinbaragona/status/1421115092373024769

Top URLs in Tweet in G4:
[1] https://www.ncronline.org/news/new-catholic-website-pillar-operates-shaky-journalistic-foundation
[1] https://twitter.com/cwwhite212/status/1420338863386550278
[1] https://nypost.com/2021/07/25/reporting-that-outed-catholic-priest-reveals-data-is-not-private/

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=JeCt_eux8-U&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://blog.datawrapper.de/data-vis-dispatch-july-27-2021/
[1] https://www.codastory.com/authoritarian-tech/legal-tools/telegram-bot-ban/

Top URLs in Tweet in G7:
[2] https://youtu.be/3uTYP2fCfvg
[1] https://bbc.github.io/rcookbook/
[1] https://medium.com/european-data-journalism-network/finding-gendered-street-names-a-step-by-step-walkthrough-with-r-7608c2d36a77

Top URLs in Tweet in G8:
[6] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html
[2] https://www.washingtonpost.com/religion/catholic-priest-grindr-pillar/2021/07/24/b2772f02-ecb6-11eb-8950-d73b3e93ff7f_story.html?curator=MediaREDEF
[1] https://hillmanfoundation.org/sidney-awards/jay-greene-and-chris-alcantara-win-july-sidney-highlighting-amazons-deplorable-safety

Top URLs in Tweet in G9:
[28] https://twitter.com/cape_diamond/status/1419881172855709697

Top URLs in Tweet in G10:
[2] https://puntofisso.net/newsletter/
[1] https://twitter.com/puntofisso/status/1420458345908027393
[1] https://www.aup.nl/en/book/9789462989511/the-data-journalism-handbook
[1] https://gnm.taleo.net/careersection/in/jobdetail.ftl?job=KIN00026M&tz=GMT%2B00%3A00&tzname=Europe%2FLondon
[1] https://twitter.com/gijn/status/1418521163207163906
[1] https://twitter.com/datajournalism/status/1420360292974960643

Top Domains
Top Domains in Tweet in Entire Graph:
[1090] twitter.com
[41] gijn.org
[22] datacenterfrontier.com
[21] washingtonpost.com
[14] datajournalism.com
[13] medium.com
[11] verigazeteciligi.com
[11] wnycstudios.org
[10] co.uk
[10] datarightsafrica.org

Top Domains in Tweet in G1:
[961] twitter.com
[6] washingtonpost.com
[4] co.uk
[4] youtube.com
[4] instagram.com
[3] adn.com
[3] nytimes.com
[3] datajournalism.com
[3] gijn.org
[2] theguardian.com

Top Domains in Tweet in G2:
[24] gijn.org
[11] verigazeteciligi.com
[8] mailchi.mp
[7] datajournalism.com
[6] google.com
[6] org.tr
[6] medium.com
[5] twitter.com
[5] verisozluk.com
[2] nytimes.com

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

Top Domains in Tweet in G4:
[1] ncronline.org
[1] twitter.com
[1] nypost.com

Top Domains in Tweet in G5:
[1] youtube.com

Top Domains in Tweet in G6:
[1] datawrapper.de
[1] codastory.com

Top Domains in Tweet in G7:
[2] youtu.be
[1] github.io
[1] medium.com

Top Domains in Tweet in G8:
[8] washingtonpost.com
[1] hillmanfoundation.org

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

Top Domains in Tweet in G10:
[3] twitter.com
[2] puntofisso.net
[1] aup.nl
[1] taleo.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1057] july27coup
[1014] whatshappeninginmyanmar
[144] ddj
[72] dataviz
[53] datajournalism
[46] data
[45] whatshappeninglnmyanmar
[42] journalism
[36] dataprotection
[36] foe



Top Hashtags in Tweet in G1:
[921] july27coup
[919] whatshappeninginmyanmar
[19] ddj
[14] journalism
[5] data
[4] whatshappeninglnmyanmar
[3] news
[3] covid19
[3] dj
[2] ai

Top Hashtags in Tweet in G2:
[53] ddj
[24] dataviz
[21] pegasusproject
[15] data
[10] datajournalism
[9] gijc21
[7] verigazeteciliği
[7] açıkveri
[5] eldercareforprofit
[5] veriokuryazarlığı

Top Hashtags in Tweet in G5:
[1] ddj

Top Hashtags in Tweet in G6:
[2] covid19
[2] globalwarming
[2] dataviz
[2] ddj

Top Hashtags in Tweet in G7:
[2] rstats
[2] datascience
[2] javascript

Top Hashtags in Tweet in G9:
[72] july27coup
[39] whatshappeninglnmyanmar
[33] whatshappeninginmyanmar

Top Hashtags in Tweet in G10:
[10] ddj
[9] dataviz
[5] data
[5] datajournalism
[4] newsletter
[2] opendata
[2] census
[1] stats
[1] geomob

Top Words
Top Words in Tweet in Entire Graph:
[2192] data
[1951] journalism
[1069] crime
[1060] sac
[1059] telenor
[1059] accessed
[1057] #july27coup
[1014] #whatshappeninginmyanmar
[144] #ddj
[116] bbc

Top Words in Tweet in G1:
[1035] data
[1014] journalism
[924] crime
[923] telenor
[923] accessed
[923] sac
[921] #july27coup
[919] #whatshappeninginmyanmar
[19] #ddj
[16] using

Top Words in Tweet in G2:
[77] data
[55] journalism
[54] gijn
[53] #ddj
[32] için
[30] veri
[29] 10
[24] #dataviz
[22] co
[22] datajournalism

Top Words in Tweet in G3:
[87] journalism
[75] alexberenson
[73] pursuing
[73] truth
[73] matter
[73] leads
[73] truly
[73] standard
[73] awards
[72] claytravis

Top Words in Tweet in G4:
[73] data
[45] questionable
[45] journalistic
[44] cwwhite212
[44] outing
[44] priest
[44] use
[44] put
[44] spotlight
[44] pillarcatholic's

Top Words in Tweet in G5:
[61] дооптимизировались
[61] до
[61] того
[61] что
[61] скоро
[61] вообще
[61] болеть
[61] нельзя
[61] будет
[61] как

Top Words in Tweet in G6:
[52] coda
[52] story
[52] bellingcat's
[52] christo
[52] grozev
[52] data
[52] sellers
[52] kidnapped
[52] tortured
[52] russian

Top Words in Tweet in G7:
[102] bbc
[68] graphics
[50] data
[50] journalism
[42] icymi_r
[34] visual
[34] cookbook
[34] create
[34] style
[34] open

Top Words in Tweet in G8:
[38] data
[37] journalism
[32] catholic
[32] grindr
[32] priest
[25] elaheizadi
[24] substack
[24] pledging
[24] service
[24] christ

Top Words in Tweet in G9:
[72] journalism
[72] crime
[72] telenor
[72] data
[72] accessed
[72] sac
[72] #july27coup
[39] #whatshappeninglnmyanmar
[38] alynnn77
[33] #whatshappeninginmyanmar

Top Words in Tweet in G10:
[18] visual
[14] looking
[11] projects
[10] six
[10] questions
[10] series
[10] #ddj
[10] data
[10] lead
[10] puntofisso

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1059] journalism,crime
[1059] crime,telenor
[1059] telenor,data
[1059] data,accessed
[1059] accessed,sac
[1013] sac,#whatshappeninginmyanmar
[1012] #whatshappeninginmyanmar,#july27coup
[288] data,journalism
[74] standard,journalism
[73] pursuing,truth

Top Word Pairs in Tweet in G1:
[923] journalism,crime
[923] crime,telenor
[923] telenor,data
[923] data,accessed
[923] accessed,sac
[918] sac,#whatshappeninginmyanmar
[917] #whatshappeninginmyanmar,#july27coup
[24] data,journalism
[13] investigative,journalism
[9] grindr,data

Top Word Pairs in Tweet in G2:
[22] data,journalism
[14] interested,upgrading
[14] upgrading,#data
[14] #data,journalism
[14] journalism,skills
[14] skills,datajournalism
[14] datajournalism,offers
[14] offers,free
[14] free,podcasts
[14] podcasts,courses

Top Word Pairs in Tweet in G3:
[73] pursuing,truth
[73] truth,matter
[73] matter,leads
[73] leads,truly
[73] truly,standard
[73] standard,journalism
[73] journalism,awards
[73] awards,alexberenson
[72] claytravis,pursuing
[10] dare,news

Top Word Pairs in Tweet in G4:
[44] outing,priest
[44] priest,use
[44] use,questionable
[44] questionable,data
[44] data,put
[44] put,spotlight
[44] spotlight,pillarcatholic's
[44] pillarcatholic's,journalistic
[44] journalistic,practices
[43] cwwhite212,outing

Top Word Pairs in Tweet in G5:
[61] дооптимизировались,до
[61] до,того
[61] того,что
[61] что,скоро
[61] скоро,вообще
[61] вообще,болеть
[61] болеть,нельзя
[61] нельзя,будет
[61] будет,как
[61] как,оптимизация

Top Word Pairs in Tweet in G6:
[52] coda,story
[52] story,bellingcat's
[52] bellingcat's,christo
[52] christo,grozev
[52] grozev,data
[52] data,sellers
[52] sellers,kidnapped
[52] kidnapped,tortured
[52] tortured,russian
[52] russian,authorities

Top Word Pairs in Tweet in G7:
[50] data,journalism
[34] bbc,visual
[34] visual,data
[34] journalism,cookbook
[34] cookbook,graphics
[34] graphics,create
[34] create,bbc
[34] bbc,style
[34] style,graphics
[34] graphics,bbc

Top Word Pairs in Tweet in G8:
[32] grindr,data
[24] catholic,substack
[24] substack,pledging
[24] pledging,journalism
[24] journalism,service
[24] service,christ
[24] christ,used
[24] used,grindr
[24] data,priest
[24] priest,tactics

Top Word Pairs in Tweet in G9:
[72] journalism,crime
[72] crime,telenor
[72] telenor,data
[72] data,accessed
[72] accessed,sac
[39] sac,#whatshappeninglnmyanmar
[39] #whatshappeninglnmyanmar,#july27coup
[38] alynnn77,journalism
[33] sac,#whatshappeninginmyanmar
[33] #whatshappeninginmyanmar,#july27coup

Top Word Pairs in Tweet in G10:
[10] six,questions
[10] questions,series
[10] visual,projects
[9] re,hiring
[9] hiring,looking
[9] looking,visual
[9] projects,editor
[9] editor,join
[9] join,award
[9] award,winning

Top Replied-To
Top Replied-To in Entire Graph:
@nytimes
@sardesairajdeep
@heraldscotland
@cnbc
@alexberenson
@sailorrooscout
@invictus21083
@gbnews
@evanlamberttv
@ajenglish

Top Replied-To in G2:
@nytimes
@evanlamberttv
@ajenglish
@yabutaleb7
@scottbix
@soledadobrien
@mairavz
@guardian

Top Replied-To in G3:
@alexberenson

Top Replied-To in G4:
@sitsio
@ourladyofantifa
@sarahposner
@pillarcatholic
@maraconklin

Top Replied-To in G8:
@juliaingram_
@washingtonpost
@stockunit

Top Replied-To in G10:
@rgiordano79
@alkesh_singh12

Top Mentioned
Top Mentioned in Entire Graph:
@alexberenson
@claytravis
@istories_media
@gijn
@janelytv
@pillarcatholic
@cwwhite212
@icymi_r
@alynnn77
@bbcopensource

Top Mentioned in G1:
@loan_light_1619
@creatorzooner
@norcnews
@ittyan_design
@ebenezarwikina

Top Mentioned in G2:
@gijn
@datajournalism
@bradleyhope
@digitaleu
@nytimes
@voydorg
@gijnturkish
@dagmedyaveri
@georgievpeter
@nellylun

Top Mentioned in G3:
@alexberenson
@claytravis
@cruadin
@bbn_ireland
@peterlabarbera

Top Mentioned in G4:
@pillarcatholic
@cwwhite212
@dscottla
@rightscholar
@ncronline
@mfjlewis
@massimofaggioli
@toddgitlin
@jamesmithsonian
@shannon_last

Top Mentioned in G5:
@istories_media
@gijnru

Top Mentioned in G6:
@janelytv
@datuskola

Top Mentioned in G7:
@icymi_r
@bbcopensource
@edjnet
@ladyleet
@katiepark
@giocomai
@benlesh
@teo_moretti
@gijn

Top Mentioned in G8:
@elaheizadi
@washingtonpost
@mboorstein
@jeffbezos
@osha_dol
@kenvogel
@marisa_iati
@americanu
@zivabranstetter
@juliaingram_

Top Mentioned in G9:
@alynnn77
@zaw81458061
@michaelmyominn1
@thazinn70436782
@brn_wh
@thin_ei_93
@yamonev

Top Mentioned in G10:
@puntofisso
@guardianvisuals
@gurmanbhatia
@bothness
@sophiewarnes
@jsvine
@deb_aru
@gavinfreeguard
@wiederkehra
@tjukanov

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@femtech_
@_redfrog
@copyofone
@cybersecurityn8
@starcoreone02
@gracemurphy2
@reuters
@businessinsider

Top Tweeters in G1:
@mentoch
@itsstevenhudson
@mtneedle
@gate_15_analyst
@bryvkin
@pokey40715613
@neville_park
@dccajun
@ktrnjulie
@wyumyat

Top Tweeters in G2:
@_redfrog
@reuters
@guardian
@bivi_17
@nytimes
@latimes
@cnn
@wsj
@jerusalem_post
@ft

Top Tweeters in G3:
@copyofone
@starcoreone02
@clayphillips27
@browngravy_93
@superbikeal
@jwhite0316
@younglady037833
@wallybert
@sorrowen
@tim_radio

Top Tweeters in G4:
@ginavergel7
@sacerdotus
@theresamacc
@mjhubbard1
@leothegreat19
@themarshallbell
@amockingbird
@samrochadotcom
@vancouverblues
@brannon_debbie

Top Tweeters in G5:
@marusianadia
@reflexion_only
@pmihail1
@nataliyatelula
@alla_nov
@makasyaba
@casina9
@dfghjkostya
@denzakusilov
@tonik761

Top Tweeters in G6:
@joanisparkles
@ansisegle
@mamurphymaureen
@stlhd100
@xeni
@katydogcrazy
@abelundercity
@loveforall24
@a_picazo
@rich_outlaw

Top Tweeters in G7:
@fabriciosx
@emulenews
@jocve
@arpaksadaram
@toongo
@ladyleet
@rstats4ds
@mcanosan
@developerbot_v1
@rstats_tweets

Top Tweeters in G8:
@washingtonpost
@orchidlady303
@damienmulley
@damian_godden
@mediaredef
@byjenamiller
@charmaxhutt
@clandersen
@thehopsbride
@phxflyer

Top Tweeters in G9:
@rita_w81
@brn_wh
@sawyumay2
@kaungsuthar15
@kaungchitsan7
@nann25660354
@24bluediamond42
@zwmxyz
@shoon_lapyae
@9876indigo

Top Tweeters in G10:
@blackstembot
@puntofisso
@duncangeere
@censuspk
@loukas_rs
@nikhilrampal1
@rasagy
@ajaykamalakaran
@troyericg
@gavinfreeguard


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