datajournalism, Twitter, 1/3/2022 8:27:40 PM, 269386


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datajournalism_2022-01-03_09-18-41.xlsx
datajournalism_2022-01-03_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3Hyv3Mq
@datajournalism
@this0499154500
@konti_sg
@riotta
@datasketch
@sigmaawards
@abellan_andrea
@tabbieawards
@andresvarela
@gijnafrica

Top hashtags:
#datajournalism
#ddj
#dataviz
#ai
#data
#journalism
#datibenecomune

Description:
Description
The graph represents a network of 413 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, 03 January 2022 at 17:19 UTC.

The requested start date was Monday, 03 January 2022 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, 4-hour, 32-minute period from Monday, 20 December 2021 at 07:24 UTC to Sunday, 02 January 2022 at 11:56 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 : 413
Unique Edges : 391
Edges With Duplicates : 641
Total Edges : 1032
Number of Edge Types : 5
Retweet : 277
MentionsInRetweet : 468
Tweet : 80
Replies to : 14
Mentions : 193
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0501730103806228
Reciprocated Edge Ratio : 0.0955518945634267
Connected Components : 58
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 268
Maximum Edges in a Connected Component : 792
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.32822
Graph Density : 0.00356731469945227
Modularity : 0.486681
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 413 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, 03 January 2022 at 17:19 UTC.

The requested start date was Monday, 03 January 2022 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, 4-hour, 32-minute period from Monday, 20 December 2021 at 07:24 UTC to Sunday, 02 January 2022 at 11:56 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:
[15] https://datajournalism.com/read/blog/best-data-journalism-projects-2021
[9] http://www.datasciencecentral.com/forum/topics/visual-directory-of-339-tools-wow
[8] https://datajournalism.com/survey
[7] https://datajournalism.com/read/longreads/the-history-of-data-journalism
[4] https://twitter.com/datajournalism/status/1471830858105507844
[4] https://datajournalism.com/
[3] https://gijn.org/2021/12/17/top-10-data-journalism-2021/
[3] https://sigmaawards.org/
[3] https://datajournalism.com/read/longreads/wrangling-the-robots-software
[3] https://attilabatorfy.medium.com/2021-atlos-year-in-review-4e727a03dd00

Top URLs in Tweet in G1:
[8] https://datajournalism.com/survey
[5] https://datajournalism.com/read/blog/best-data-journalism-projects-2021
[3] https://datajournalism.com/read/longreads/wrangling-the-robots-software
[3] https://sigmaawards.org/
[2] https://sigmaawards.org
[2] https://sigmaawards.org/apply/
[2] https://twitter.com/sigmaawards/status/1475471092185767936
[2] https://datajournalism.com/
[2] https://www.mydral.com/en/inspiration-explore-our-round-up-for-the-end-of-2021/
[2] http://www.verigazeteciligi.com/veri-gazeteciliginin-durumu-2021-anketi/

Top URLs in Tweet in G2:
[4] https://datajournalism.com/read/blog/best-data-journalism-projects-2021
[1] https://disidentia.com/no-me-hables-de-esperanzas/

Top URLs in Tweet in G3:
[5] https://datajournalism.com/read/blog/best-data-journalism-projects-2021
[2] https://datajournalism.com/read/longreads/the-history-of-data-journalism
[2] https://datajournalism.com/
[1] https://datajournalism.com/survey-lastcall
[1] https://twitter.com/paulbradshaw/status/1472893226541539334
[1] https://datajournalism.com/read/longreads/the-history-of-data-journalism?ref=refind
[1] https://twitter.com/datajournalism/status/1471830858105507844
[1] https://www.linkedin.com/slink?code=gBvnu8nk
[1] https://ijnet.org/en/opportunity/data-journalism-contest-accepting-entries-worldwide-0
[1] https://twitter.com/s_ormiston/status/1473072982088167428

Top URLs in Tweet in G4:
[4] https://datajournalism.com/read/longreads/the-history-of-data-journalism
[1] https://gijn.org/2021/12/17/top-10-data-journalism-2021/
[1] https://ijec.org/2021/12/20/the-history-of-data-journalism/
[1] https://gijn.org/2021/12/20/10-luchshih-data-proektov-2021-goda-po-versii-gijn/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268671

Top URLs in Tweet in G5:
[1] https://venenoenmiagua.datacritica.org/
[1] https://datajournalism.com/watch?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.nytimes.com/interactive/2021/12/11/us/tornado-maps-damage.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://multimedia.scmp.com/infographics/news/hong-kong/article/3157467/obituary-darren/index.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.visualisingdata.com/
[1] https://elpais.com/ciencia/2021-12-19/el-telescopio-que-vera-como-nacio-la-luz-en-el-universo.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.straitstimes.com/multimedia/graphics/2021/12/global-supply-chain-problems/index.html?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://twitter.com/datajournalism/status/1473566403965988865

Top URLs in Tweet in G6:
[2] https://twitter.com/datajournalism/status/1471830858105507844
[1] https://kontinentalist.com/stories/sexual-assault-and-abuse-in-singapore-need-more-than-the-law

Top URLs in Tweet in G7:
[1] https://twitter.com/24infodata/status/1475840893051715595

Top URLs in Tweet in G9:
[2] https://gijn.org/2021/12/17/top-10-data-journalism-2021/
[2] https://gijn.org/2021/08/23/a-guide-to-journalisms-drone-powered-future/
[1] https://twitter.com/ejcnet/status/1474303871610769424

Top Domains
Top Domains in Tweet in Entire Graph:
[51] datajournalism.com
[25] twitter.com
[9] datasciencecentral.com
[7] sigmaawards.org
[6] gijn.org
[3] youtube.com
[3] verigazeteciligi.com
[3] medium.com
[3] ijnet.org
[2] mydral.com

Top Domains in Tweet in G1:
[24] datajournalism.com
[10] twitter.com
[7] sigmaawards.org
[2] youtube.com
[2] mydral.com
[2] verigazeteciligi.com
[1] washingtonpost.com
[1] journalismfestival.com
[1] buff.ly
[1] occrp.org

Top Domains in Tweet in G2:
[4] datajournalism.com
[1] disidentia.com

Top Domains in Tweet in G3:
[14] datajournalism.com
[8] twitter.com
[1] linkedin.com
[1] ijnet.org
[1] reuters.com
[1] getrevue.co
[1] google.com

Top Domains in Tweet in G4:
[4] datajournalism.com
[2] gijn.org
[1] ijec.org
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[1] datacritica.org
[1] datajournalism.com
[1] nytimes.com
[1] scmp.com
[1] visualisingdata.com
[1] elpais.com
[1] straitstimes.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] kontinentalist.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[4] gijn.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[189] datajournalism
[82] ddj
[30] dataviz
[18] ai
[16] data
[14] journalism
[10] datibenecomune
[9] datascience
[8] datavisualization
[7] datajournalists



Top Hashtags in Tweet in G1:
[97] datajournalism
[52] ddj
[14] data
[14] ai
[9] journalism
[7] dataviz
[6] journalismai
[5] podcast
[4] datajournalists
[4] datascience

Top Hashtags in Tweet in G2:
[3] ddj
[2] periodismo
[2] datos
[1] datajournalists
[1] datavisualization
[1] yearender2021
[1] pandorapapers
[1] afganistán
[1] covid_19
[1] crisisclimática

Top Hashtags in Tweet in G3:
[18] datajournalism
[2] dataviz
[1] ddj
[1] datafam
[1] bangalore
[1] bangaloreweather
[1] illustrationart
[1] contest
[1] ballet
[1] graphics

Top Hashtags in Tweet in G4:
[6] ddj
[3] datajournalism
[1] datajournalists
[1] history
[1] ai
[1] dataviz
[1] data
[1] journalism
[1] podcast
[1] datascience

Top Hashtags in Tweet in G5:
[12] datajournalism
[3] ddj
[3] periodismodatos
[1] venenoenmiagua
[1] jameswebb

Top Hashtags in Tweet in G6:
[3] datajournalism
[2] ddj

Top Hashtags in Tweet in G7:
[10] datibenecomune
[1] 28dicembre
[1] covid19
[1] datajournalism

Top Hashtags in Tweet in G8:
[2] datavisualization
[2] dataviz
[2] datajournalism
[2] datascience
[1] dataisbeautiful

Top Hashtags in Tweet in G9:
[7] datajournalism
[2] pandorapapers
[1] dataviz
[1] ai

Top Hashtags in Tweet in G10:
[1] datajournalists
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[189] #datajournalism
[121] 2021
[115] datajournalism
[112] data
[82] #ddj
[53] journalism
[53] projects
[45] best
[43] ve
[41] bisianisimona

Top Words in Tweet in G1:
[97] #datajournalism
[85] datajournalism
[65] 2021
[52] #ddj
[49] data
[34] best
[33] projects
[27] ve
[27] sigmaawards
[22] year

Top Words in Tweet in G2:
[34] bisianisimona
[33] abellan_andrea
[25] 2021
[25] jagaraviles
[24] selección
[24] mejores
[24] trabajos
[24] periodismo
[23] excelente
[23] datos

Top Words in Tweet in G3:
[18] #datajournalism
[8] data
[4] journalism
[3] 2021
[2] #dataviz
[2] brilliant
[2] 12
[2] projects
[2] newsletter
[2] back

Top Words in Tweet in G4:
[19] ন
[18] র
[15] क
[9] र
[9] त
[9] स
[9] ত
[9] ক
[8] স
[7] branthouston

Top Words in Tweet in G5:
[12] #datajournalism
[8] 2021
[7] datajournalism
[6] 12
[4] trabajos
[3] datasketch
[3] datacritica
[3] quintoelab
[3] revealed
[3] dangerous

Top Words in Tweet in G6:
[26] team
[18] konti_sg
[18] alongside
[13] mick_yang
[13] super
[13] proud
[13] smallest
[13] featured
[13] nyt
[13] forensic

Top Words in Tweet in G7:
[10] cosa
[10] possono
[10] fare
[10] dati
[10] quando
[10] diventano
[10] #datibenecomune
[10] cose
[10] belle
[10] come

Top Words in Tweet in G8:
[15] trending
[15] sets
[15] keywords
[15] extracted
[15] headlines
[13] the_datanaut
[10] media
[8] visualisation
[8] containing
[8] published

Top Words in Tweet in G9:
[17] 10
[12] top
[11] data
[9] journalism
[8] gijn
[8] projects
[7] #datajournalism
[7] gijnafrica
[6] 2021
[6] best

Top Words in Tweet in G10:
[2] datajournalism

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] data,journalism
[40] abellan_andrea,bisianisimona
[29] selección,mejores
[29] mejores,trabajos
[28] excelente,selección
[28] trabajos,periodismo
[28] periodismo,datos
[28] datos,2021
[28] 2021,elaborada
[28] elaborada,abellan_andrea

Top Word Pairs in Tweet in G1:
[16] data,journalism
[15] #datajournalism,pieces
[15] pieces,2021
[14] gather,best
[12] days,left
[12] projects,2021
[11] best,#ddj
[11] periodista,datos
[11] datos,recuerda
[11] recuerda,tienes

Top Word Pairs in Tweet in G2:
[33] abellan_andrea,bisianisimona
[24] selección,mejores
[24] mejores,trabajos
[23] excelente,selección
[23] trabajos,periodismo
[23] periodismo,datos
[23] datos,2021
[23] 2021,elaborada
[23] elaborada,abellan_andrea
[22] jagaraviles,excelente

Top Word Pairs in Tweet in G3:
[4] data,journalism
[2] journalism,projects
[2] stock,exchange

Top Word Pairs in Tweet in G4:
[6] पत,रक
[6] रक,र
[6] र,त
[6] त,क
[6] র,ত
[5] data,journalism
[4] ড,ট
[4] ট,স
[4] স,ব
[4] ব,দ

Top Word Pairs in Tweet in G5:
[3] datasketch,#datajournalism
[3] #datajournalism,datacritica
[3] datacritica,quintoelab
[3] quintoelab,revealed
[3] revealed,dangerous
[3] dangerous,chemicals
[3] chemicals,spreading
[3] spreading,water
[3] datajournalism,hey
[3] hey,seen

Top Word Pairs in Tweet in G6:
[13] super,proud
[13] proud,konti_sg
[13] konti_sg,team
[13] team,smallest
[13] smallest,team
[13] team,featured
[13] featured,alongside
[13] alongside,nyt
[13] nyt,forensic
[13] forensic,architecture

Top Word Pairs in Tweet in G7:
[10] cosa,possono
[10] possono,fare
[10] fare,dati
[10] dati,quando
[10] quando,diventano
[10] diventano,#datibenecomune
[10] #datibenecomune,cose
[10] cose,belle
[10] belle,come
[10] come,informa

Top Word Pairs in Tweet in G8:
[15] trending,sets
[15] sets,keywords
[15] keywords,extracted
[15] extracted,headlines
[8] visualisation,containing
[8] containing,trending
[8] headlines,published
[8] published,major
[8] major,media
[7] the_datanaut,visualisation

Top Word Pairs in Tweet in G9:
[11] top,10
[9] data,journalism
[6] gijn,top
[6] 10,data
[6] journalism,projects
[6] projects,2021
[6] 2021,best
[6] best,weekly
[6] weekly,top
[6] #datajournalism,columns

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@bisianisimona
@abellan_andrea
@jagaraviles
@sigmaawards
@ejcnet
@konti_sg
@the_datanaut
@mick_yang
@branthouston

Top Mentioned in G1:
@datajournalism
@sigmaawards
@ejcnet
@monikajones
@smfrogers
@abellan_andrea
@bisianisimona
@polislse
@googletrends
@cynduja

Top Mentioned in G2:
@bisianisimona
@abellan_andrea
@jagaraviles
@arancruzmar
@datajou
@datajournalism
@simonscarr
@haddadme
@forensicarchi

Top Mentioned in G4:
@branthouston
@datajournalism
@gijn
@gijnhin
@gijnbangla
@bb_liliana
@jwyg
@euniceau
@connectedaction
@marc_smith

Top Mentioned in G5:
@datajournalism
@datasketch
@datacritica
@quintoelab
@scmpgraphics
@mariano_zafra
@adolflow
@el_pai
@patcuriel
@mena_gibran

Top Mentioned in G6:
@konti_sg
@mick_yang
@hellopeiying
@datajournalism
@sigmaawards
@teh0prendjak
@mooneighrah

Top Mentioned in G7:
@dennisangemi
@silvio_puccio
@opendatas
@opendatasicilia
@24infodata
@datibenecomune
@ondatait
@aborruso

Top Mentioned in G8:
@the_datanaut

Top Mentioned in G9:
@gijnafrica
@monikajones
@datajournalism
@code4africa
@infonile
@journ_sa
@gijn

Top Mentioned in G10:
@jsource
@voxeuropit
@voxeuropes
@voxeurop
@djsde
@medialabbayern
@gijn
@ejcnet
@aljazeeralab
@ijnetes

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@aldoceccarelli
@reuters
@tartancobweb
@guardian
@fabriciosx
@el_pais
@_funbot
@globeandmail
@marketsday

Top Tweeters in G1:
@reuters
@nytimes
@uneekdiva
@washingtonpost
@jdignum
@satyajit1910
@margymaclibrary
@buzzfeednews
@npars01
@gilbertoleon

Top Tweeters in G2:
@jenpasit
@lauragarza
@alexisolivo
@jgabelas
@rojastorrijos
@prosumidorsoc
@sergiojvalera
@ismaelnafria
@twallack
@rogertugas

Top Tweeters in G3:
@grjenkin
@tallulahb2012
@magdaabufadil
@iron_emu
@datamediahub
@speckyboy
@guglimat
@katypreen
@c4tia_barros
@sandunarosha

Top Tweeters in G4:
@guardian
@usatoday
@ajenglish
@msoares
@propublica
@gijn
@vishnurajgadia
@muktadirnewage
@marc_smith
@gijnru

Top Tweeters in G5:
@el_pais
@straits_times
@bbbcccnnn
@kikollan
@javisalas
@visualisingdata
@adolflow
@danielegrasso
@omenaguilar
@quintoelab

Top Tweeters in G6:
@virginangelic
@historyogi
@steelbiimu_
@yaminlawut
@alansoon
@alexselbyb
@philninh
@shazyra
@chongjaian
@yaohualaw

Top Tweeters in G7:
@aldoceccarelli
@riotta
@franceskonew
@suxsonica
@aborruso
@mgrava
@24infodata
@opendatasicilia
@ondatait
@dennisangemi

Top Tweeters in G8:
@fabriciosx
@nvsdata
@readtechhere
@vatodelparaguas
@dashboarddr
@tabibirader
@roitabach
@petlack
@gershonc
@alalac3

Top Tweeters in G9:
@thebzamduduzi
@zahratunda
@gijnafrica
@samxmanford
@pchimodo
@journ_sa
@code4africa
@infonile
@katlynwoods6
@ayanfeoluwaaa

Top Tweeters in G10:
@jsource
@ijnetes
@voxeurop
@voxeuropit
@voxeuropes
@medialabbayern
@tabbieawards
@djsde
@aljazeeralab


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