#ddj OR (data journalism), Twitter, 1/10/2022 9:37:23 PM, 269831


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#ddj OR (data journalism)_2022-01-10_08-50-45.xlsx
#ddj OR (data journalism)_2022-01-10_08-50-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3f6ZjSw
@sigmaawards
@datajournalism
@pulitzercenter
@comminternships
@artificialbra1n
@gijnfr
@maryjowebster
@botsecx
@textyorgua
@alcebaid

Top hashtags:
#ddj
#dataviz
#data
#datajournalism
#rstats
#maps

Description:
Description
The graph represents a network of 2,044 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, 10 January 2022 at 16:52 UTC.

The requested start date was Monday, 10 January 2022 at 01:01 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, 22-hour, 52-minute period from Monday, 03 January 2022 at 01:05 UTC to Sunday, 09 January 2022 at 23:57 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 : 2044
Unique Edges : 1645
Edges With Duplicates : 2350
Total Edges : 3995
Number of Edge Types : 5
Retweet : 1070
MentionsInRetweet : 1899
Replies to : 207
Mentions : 527
Tweet : 292
Self-Loops : 310
Reciprocated Vertex Pair Ratio : 0.0176919983916365
Reciprocated Edge Ratio : 0.0347688660608455
Connected Components : 416
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 398
Maximum Edges in a Connected Component : 1092
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.633579
Graph Density : 0.000606098050428507
Modularity : 0.624021
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,044 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, 10 January 2022 at 16:52 UTC.

The requested start date was Monday, 10 January 2022 at 01:01 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, 22-hour, 52-minute period from Monday, 03 January 2022 at 01:05 UTC to Sunday, 09 January 2022 at 23:57 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:
[14] https://sigmaawards.org/
[9] https://www.journalism.co.uk/news/a-decade-in-data-journalism-what-has-changed-/s2/a887244/
[8] https://www.sistrix.com/blog/introducing-trendwatch-the-sistrix-data-journalism-team-and-a-podcast/
[7] https://www.thecity.nyc/2022/1/2/22860399/health-trends-to-watch-for-the-future-of-nyc?utm_campaign=www.thecity.nyc&utm_content=entry&utm_medium=social&utm_source=twitter
[6] https://www.pressandjournal.co.uk/fp/news/3820254/covid-in-your-area-case-rates-4/
[5] https://datajournos.fr/
[5] https://datajournalism.com/read/blog/best-data-journalism-projects-2021
[5] https://www.youtube.com/watch?v=qNdDChVIWcM&feature=youtu.be

[4] https://multimedia.journalism.berkeley.edu/workshops/online-data-visualization-course/
[4] https://jobs.pedestrian.tv/job/data-audience-development-graduate-business-commerce-journalism/?ref=quuu

Top URLs in Tweet in G2:
[4] https://jobs.pedestrian.tv/job/data-audience-development-graduate-business-commerce-journalism/?ref=quuu
[3] https://www.eventbrite.com/e/global-investigative-journalism-conference-gijc21-on-demand-tickets-208121435817
[2] https://twitter.com/jburnmurdoch/status/1478339769646166019
[2] https://jobs.smartrecruiters.com/DigitalDivideData/743999796233154-junior-linguist-yoruba-igbo-and-hausa
[2] https://gijn.org/2022/01/02/%E0%A7%A8%E0%A7%A6%E0%A7%A8%E0%A7%A7-%E0%A6%B8%E0%A7%87%E0%A6%B0%E0%A6%BE-%E0%A6%A1%E0%A7%87%E0%A6%9F%E0%A6%BE-%E0%A6%B8%E0%A6%BE%E0%A6%82%E0%A6%AC%E0%A6%BE%E0%A6%A6%E0%A6%BF%E0%A6%95%E0%A6%A4/
[2] https://www.ibanewsroom.org/tip-of-the-week/journalism/2022/01/tips-to-search-for-hard-to-find-information/
[2] https://twitter.com/natesilver538/status/1478925497786675206
[2] https://datajournalism.com/read/handbook/one/
[2] https://www.europeandatajournalism.eu/eng/Tools-for-journalists/Stats-Monitor
[2] https://twitter.com/FreedZach/status/1479132573578240001

Top URLs in Tweet in G3:
[10] https://sigmaawards.org/
[3] http://www.verigazeteciligi.com/3-sigma-veri-gazeteciligi-odulleri-basvuruya-acildi/
[3] https://internews.org/resource/data-journalism-assessment-malaysia/
[2] https://twitter.com/sigmaawards/status/1479094121105137665
[2] https://ijnet.org/en/opportunity/data-journalism-contest-accepting-entries-worldwide-0?utm_source=twitter&utm_medium=social
[2] https://sigmaawards.org/apply/
[2] https://mediaalternativos.pt/2022/01/interruptor-rede-europeia-jornalismo-de-dados/
[2] http://theoutlier.co.za/newsletter/
[1] http://www.verigazeteciligi.com/veri-gorsellestirme/
[1] https://www.icfj.org/news/top-ijnet-articles-2021

Top URLs in Tweet in G4:
[8] https://www.journalism.co.uk/news/a-decade-in-data-journalism-what-has-changed-/s2/a887244/
[3] https://datajournalism.com/read/blog/best-data-journalism-projects-2021
[3] http://compscjournalism.org/projects/journo_events/journo_events.html
[2] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[1] https://datajournalism.com/read/blog/data-journalism-newsletters
[1] https://datajournalism.com/read/handbook/two
[1] https://datajournalism.com/read/newsletters/exploring-data-journalism-in-brazil
[1] https://datajournalism.com/read/longreads/humanising-data-connecting-numbers-and-people
[1] https://www.nytimes.com/2019/02/05/business/media/artificial-intelligence-journalism-robots.html
[1] https://jobs.chronicle.com/job/425460/assistant-or-associate-professor-big-data-and-artificial-intelligence

Top URLs in Tweet in G6:
[1] https://www.spiegel.de/auto/berlin-hamburg-muenchen-koeln-dresden-und-co-so-schnell-fahren-autos-in-ihrem-stadtteil-a-f0637f6b-e4d3-4a63-be66-56352735a7da
[1] https://texty.org.ua/projects/105282/ukraine-there-are-about-20000-fires-arable-land-yearly/
[1] https://bewerberportal.swr.de/karriere/main?fn=bm.jobs&refnr=540199410&cfg_kbez=(BE(SW50ZXJuZXQ(1&pd_id=PD_SFFEWVdaa3VvaVJOSlBQYnRQbU1Tdz09&__rdf=1&__nav=0
[1] https://twitter.com/TextyOrgUa/status/1478272840231178241
[1] https://twitter.com/ndr/status/1479407386351878150
[1] https://twitter.com/ChristianHelms/status/1477918058429755398
[1] https://twitter.com/DWD_klima/status/1477940102672400385
[1] https://twitter.com/schmdjhnnsn/status/1478039439171543043

Top URLs in Tweet in G7:
[2] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/
[1] https://inoldnews.substack.com/p/talking-data-journalism-and-upskilling
[1] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[1] https://recruiting2.ultipro.com/STA1013/JobBoard/94aec289-5757-a8f0-d3bb-77f9cd846172/OpportunityDetail?opportunityId=8f41c4ca-2430-46c6-b654-fe90a00ae59a
[1] https://www.wsj.com/articles/how-tiktok-inundates-teens-with-eating-disorder-videos-11639754848?mod=hp_lead_pos5&utm_source=pocket_mylist

Top URLs in Tweet in G9:
[1] https://www.slowboring.com/p/student-loan-forgiveness

Top URLs in Tweet in G10:
[6] https://www.pressandjournal.co.uk/fp/news/3820254/covid-in-your-area-case-rates-4/
[2] https://www.thecourier.co.uk/fp/news/2885208/covid-in-your-area-what-are-the-case-rates-like-in-tayside-and-fife/
[1] https://umarthejourno.com/
[1] https://www.youtube.com/watch?t=620&v=caebgb1OC0E&feature=youtu.be
[1] https://twitter.com/rachellavin/status/1478436831272345600

Top Domains
Top Domains in Tweet in Entire Graph:
[91] twitter.com
[28] co.uk
[16] sigmaawards.org
[16] datacenterfrontier.com
[14] datajournalism.com
[14] youtube.com
[9] sistrix.com
[7] thecity.nyc
[6] datajournos.fr
[5] pedestrian.tv

Top Domains in Tweet in G2:
[31] twitter.com
[6] co.uk
[5] datajournalism.com
[5] pedestrian.tv
[3] gijn.org
[3] eventbrite.com
[2] smartrecruiters.com
[2] ibanewsroom.org
[2] europeandatajournalism.eu
[2] bigthink.com

Top Domains in Tweet in G3:
[12] sigmaawards.org
[4] verigazeteciligi.com
[3] internews.org
[2] twitter.com
[2] ijnet.org
[2] mediaalternativos.pt
[2] google.com
[2] co.za
[2] tcij.org
[1] icfj.org

Top Domains in Tweet in G4:
[8] co.uk
[7] datajournalism.com
[3] compscjournalism.org
[2] github.com
[2] pulitzercenter.org
[1] nytimes.com
[1] chronicle.com
[1] journalismjobs.com
[1] eyeonohio.com
[1] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] spiegel.de
[1] org.ua
[1] swr.de

Top Domains in Tweet in G7:
[3] journaliststoolbox.org
[1] substack.com
[1] ultipro.com
[1] wsj.com

Top Domains in Tweet in G9:
[1] slowboring.com

Top Domains in Tweet in G10:
[8] co.uk
[1] umarthejourno.com
[1] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[222] ddj
[105] dataviz
[64] data
[61] datajournalism
[53] rstats
[49] maps
[49] dataanalytics
[48] internet
[26] journalism
[24] bundesliga



Top Hashtags in Tweet in G1:
[1] factsmatter
[1] covid19aus
[1] rats

Top Hashtags in Tweet in G2:
[19] ddj
[10] journalism
[3] dataviz
[3] datajournalism
[3] pioneer
[3] dj
[3] data
[3] 中古
[3] gijc21
[2] cbc

Top Hashtags in Tweet in G3:
[19] ddj
[16] datajournalism
[8] sigmas22
[5] dataviz
[3] sigmass22
[2] verigörselleştirme
[1] verigazececiliği
[1] newsletters
[1] misinformation
[1] datavis

Top Hashtags in Tweet in G4:
[26] datajournalism
[15] ddj
[3] rstats
[2] data
[2] portuguese
[1] dataviz
[1] newsletters
[1] journalism
[1] nicar22
[1] sigma2022

Top Hashtags in Tweet in G6:
[17] ddj
[6] osint
[2] teamlove
[1] sentinel2
[1] datenjournalismus
[1] datenschutz
[1] corona
[1] omikron
[1] medien
[1] niam

Top Hashtags in Tweet in G7:
[3] ddj
[2] data
[2] journalism
[2] dataviz

Top Hashtags in Tweet in G8:
[48] internet
[48] maps
[48] rstats
[48] dataanalytics
[48] dataviz
[48] data
[48] ddj

Top Hashtags in Tweet in G10:
[13] ddj
[12] dataviz
[8] datajournalism
[7] womeninmedia
[7] journalismmatters
[1] journalism

Top Words
Top Words in Tweet in Entire Graph:
[1236] data
[908] journalism
[222] #ddj
[147] point
[140] team
[136] very
[129] made
[121] both
[119] reporter
[116] clearly

Top Words in Tweet in G1:
[111] abctv's
[111] breakfastnews
[111] both
[111] host
[111] johanna_nic
[111] reporter
[111] harriettatham
[111] made
[111] point
[111] very

Top Words in Tweet in G2:
[133] data
[111] journalism
[78] paper
[76] pay
[42] case
[40] science
[39] essays
[39] due
[39] coursework
[39] study

Top Words in Tweet in G3:
[139] data
[88] journalism
[54] sigmaawards
[36] deadline
[31] jan
[27] 2022
[22] more
[20] journalists
[20] sinarproject
[19] #ddj

Top Words in Tweet in G4:
[38] datajournalism
[29] data
[26] #datajournalism
[21] صحافة
[21] البيانات
[21] هنا
[21] موقع
[21] اختار
[21] أفضل
[21] القصص

Top Words in Tweet in G5:
[65] indumathi37
[58] journalism
[58] data
[57] once
[57] again
[57] instead
[57] doing
[57] kind
[57] dunno
[57] western

Top Words in Tweet in G6:
[36] team
[35] suchen
[35] swrdata
[35] neue
[35] stelle
[35] datenjournalist
[35] besetzen
[35] geht
[34] schmdjhnnsn
[17] #ddj

Top Words in Tweet in G7:
[118] data
[55] team
[52] friends
[52] help
[52] share
[52] star
[52] tribune's
[52] looking
[52] news
[52] developer

Top Words in Tweet in G8:
[48] map
[48] people
[48] never
[48] accessed
[48] internet
[48] #internet
[48] #maps
[48] #rstats
[48] #dataanalytics
[48] #dataviz

Top Words in Tweet in G9:
[37] data
[36] til
[36] columbia
[36] university
[36] charges
[36] 105
[36] 510
[36] tuition
[36] one
[36] year

Top Words in Tweet in G10:
[34] data
[26] journalism
[21] rachellavin
[13] #ddj
[12] #dataviz
[11] happy
[10] nollaig
[10] mban
[10] young
[10] women

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[392] data,journalism
[112] made,point
[112] point,very
[112] very,clearly
[111] abctv's,breakfastnews
[111] breakfastnews,both
[111] both,host
[111] host,johanna_nic
[111] johanna_nic,reporter
[111] reporter,harriettatham

Top Word Pairs in Tweet in G1:
[111] abctv's,breakfastnews
[111] breakfastnews,both
[111] both,host
[111] host,johanna_nic
[111] johanna_nic,reporter
[111] reporter,harriettatham
[111] harriettatham,made
[111] made,point
[111] point,very
[111] very,clearly

Top Word Pairs in Tweet in G2:
[40] data,journalism
[39] pay,essays
[39] essays,due
[39] due,coursework
[39] coursework,case
[39] case,study
[39] study,philosophy
[39] philosophy,assignment
[37] guarantee,top
[37] top,grades

Top Word Pairs in Tweet in G3:
[68] data,journalism
[17] best,data
[16] jan,2022
[16] submit,best
[14] alright,#datajournalism
[14] #datajournalism,folks
[14] folks,we've
[14] we've,heard
[14] heard,wanted
[14] wanted,more

Top Word Pairs in Tweet in G4:
[21] صحافة,البيانات
[21] البيانات,هنا
[21] هنا,موقع
[21] موقع,datajournalism
[21] datajournalism,اختار
[21] اختار,أفضل
[21] أفضل,القصص
[21] القصص,الصحفية
[21] الصحفية,المميزة
[21] المميزة,بالبيانات

Top Word Pairs in Tweet in G5:
[57] once,again
[57] again,instead
[57] instead,doing
[57] doing,kind
[57] kind,dunno
[57] dunno,journalism
[57] journalism,western
[57] western,reporters
[57] reporters,feed
[57] feed,data

Top Word Pairs in Tweet in G6:
[35] suchen,swrdata
[35] swrdata,team
[35] team,neue
[35] neue,stelle
[35] stelle,datenjournalist
[35] datenjournalist,besetzen
[35] besetzen,geht
[34] schmdjhnnsn,suchen
[11] speed,limit
[11] limit,50

Top Word Pairs in Tweet in G7:
[52] data,friends
[52] friends,help
[52] help,share
[52] share,star
[52] star,tribune's
[52] tribune's,data
[52] data,team
[52] team,looking
[52] looking,news
[52] news,developer

Top Word Pairs in Tweet in G8:
[48] map,people
[48] people,never
[48] never,accessed
[48] accessed,internet
[48] internet,#internet
[48] #internet,#maps
[48] #maps,#rstats
[48] #rstats,#dataanalytics
[48] #dataanalytics,#dataviz
[48] #dataviz,#data

Top Word Pairs in Tweet in G9:
[36] til,columbia
[36] columbia,university
[36] university,charges
[36] charges,105
[36] 105,510
[36] 510,tuition
[36] tuition,one
[36] one,year
[36] year,master's
[36] master's,degree

Top Word Pairs in Tweet in G10:
[22] data,journalism
[10] happy,nollaig
[10] nollaig,mban
[10] mban,young
[10] young,women
[10] women,ask
[10] ask,anything
[10] anything,getting
[10] getting,data
[9] rachellavin,happy

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@abctv
@breakfastnews
@johanna_nic
@harriettatham
@peterwmurphy1
@indumathi37
@sigmaawards
@maryjowebster
@milos_agathon
@datajournalism

Top Mentioned in G1:
@abctv
@breakfastnews
@johanna_nic
@harriettatham
@peterwmurphy1
@vicgovdh
@6six84
@ashleyleahy

Top Mentioned in G2:
@brilliant_1990
@_topquality1
@pistakkiomktg
@newsroomiba
@a_writers2
@sophiatseliem
@custompapers13

Top Mentioned in G3:
@sigmaawards
@sinarproject
@interruptorpt
@alternativospt
@gijn
@edjnet
@publico
@euinmalaysia
@internews
@kaerumy

Top Mentioned in G4:
@datajournalism
@majed_jaafr
@ftdata
@jwyg
@bb_liliana
@joannaskao
@pulitzercenter
@journalismnews
@nataliamazotte
@bisianisimona

Top Mentioned in G5:
@indumathi37

Top Mentioned in G6:
@swrdata
@schmdjhnnsn
@hdambeck
@patrickstotz
@annabehrend
@textyorgua
@ndr
@dvrnd
@ulrichkelber
@hkuechenhoff

Top Mentioned in G7:
@maryjowebster
@gurmanbhatia
@tawnell
@rob_barry
@nausheenhusain
@journtoolbox
@anfuller

Top Mentioned in G8:
@milos_agathon

Top Mentioned in G9:
@binarybits

Top Mentioned in G10:
@rachellavin
@l_a_kelly
@joelysantacruz
@dearbhaildibs
@umarhassan96
@joshi
@bureaulocal
@propublica

Top Tweeters
Top Tweeters in Entire Graph:
@algonfdez
@gojira007x
@evankirstel
@viralvideovlogs
@bunrxm
@thehill
@artificialbra1n
@discovertech3
@dailymirror
@betterw05759703

Top Tweeters in G1:
@northway_debbie
@alanjmitchell_
@neric16
@kerryannsmith1
@bobduff1
@jboyded
@eve5810
@iireckon
@1958_bestyear
@royanwg

Top Tweeters in G2:
@jchapman1729
@sophiatseliem
@dirk2112
@klassalle
@mazza6069
@hangingnoodles
@brilliant_1990
@journalism
@johnrayhan
@marilink

Top Tweeters in G3:
@publico
@mobilepunch
@premiumtimesng
@paravertudo
@tujadili
@thecableng
@qz
@bbbcccnnn
@shizamura
@fluxcapdoodah

Top Tweeters in G4:
@artificialbra1n
@mrkalman
@yvesmulkers
@mojamesapted
@margymaclibrary
@buzzfeednews
@anaelisafoto
@awelder
@san_12314
@annpettifor

Top Tweeters in G5:
@akshaychandorka
@panjanya3
@gladiatorhindu
@restlesspundit
@luckyfresh
@spirit_etrnl10
@hichmalumnist
@saintorsinner30
@autovega
@gbd1971

Top Tweeters in G6:
@ludmila1348
@joanbleicher
@tre_bol
@alcebaid
@kts1swxaz4drxiw
@schaarsen
@ndr
@raadarde
@rukku
@miskaknapek

Top Tweeters in G7:
@avonan
@conjja
@clancynewyork
@copcrime
@dhmontgomery
@molly1jo
@_cingraham
@lby3
@journtoolbox
@dwallbank

Top Tweeters in G8:
@1atsuhimerose2
@zgur_
@rstatstweet
@vparrillaaixela
@gevoel
@lisefalardeau
@walther_1989
@7poko_
@viksaaskool
@dervereinfacher

Top Tweeters in G9:
@bunrxm
@bolderthanmost
@mazedamouth
@ryanforsmyrna
@stephano_n
@colorblindk1d
@orzelc
@asafsaj
@smchatter1
@brian_carnell

Top Tweeters in G10:
@smudge1
@mattlaschneider
@propublica
@astaines
@aoifemcl
@corknutrition
@billylinehan
@wasteofgoodskin
@statsepi
@dearbhaildibs


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