datajournalism, Twitter, 2/17/2020 9:52:38 PM, 221374


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datajournalism_2020-02-17_09-12-14.xlsx
datajournalism_2020-02-17_09-12-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2020
Short Description:
datajournalism via NodeXL http://bit.ly/38E1qs7
@datajournalism
@sigmaawards
@alastairotter
@ire_nicar
@datastoriespk1
@eborgesrey
@edjnet
@alice_corona
@ddj_tools
@datajconf

Top hashtags:
#datajournalism
#ddj
#data
#newsera
#citizenscience
#dataviz
#datajournalists

Description:
Description
The graph represents a network of 704 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, 17 February 2020 at 17:12 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 5-hour, 31-minute period from Monday, 03 February 2020 at 05:41 UTC to Saturday, 15 February 2020 at 11:13 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 : 704
Unique Edges : 981
Edges With Duplicates : 311
Total Edges : 1292
Number of Edge Types : 4
MentionsInRetweet : 871
Tweet : 120
Mentions : 283
Replies to : 18
Self-Loops : 120
Reciprocated Vertex Pair Ratio : 0.0619747899159664
Reciprocated Edge Ratio : 0.116716122650841
Connected Components : 94
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 414
Maximum Edges in a Connected Component : 899
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.579236
Graph Density : 0.00204278740462951
Modularity : 0.64685
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 704 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, 17 February 2020 at 17:12 UTC.

The requested start date was Monday, 17 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 5-hour, 31-minute period from Monday, 03 February 2020 at 05:41 UTC to Saturday, 15 February 2020 at 11:13 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:
[24] https://datajournalism.com/awards
[16] https://mailchi.mp/6a93ab1e2011/veri-bulteni-4283685
[12] https://twitter.com/sigmaawards/status/1228427313827676161?s=19
[12] https://twitter.com/ejcnet/status/1227157085613371392
[12] https://mailchi.mp/a480a3eb946b/veri-bulteni-4252349
[12] https://datajournalism.com/read/longreads/the-unspoken-rules-of-visualisation-and-when-to-break-them
[8] https://link.medium.com/gQDI8OEZV3
[6] https://twitter.com/datajournalism/status/1225358070131200001
[5] https://medium.com/datadriveninvestor/are-hyperloops-good-investment-32281ebc58ae
[4] http://www.thefunctionalart.com/2020/01/an-example-of-how-to-annotate.html

Top URLs in Tweet in G1:
[5] https://datajournalism.com/read/longreads/the-unspoken-rules-of-visualisation-and-when-to-break-them
[3] https://datajournalism.com/awards/
[2] https://datajournalism.com/read/newsletters/neurodiversity-and-design
[2] https://twitter.com/ejcnet/status/1227157085613371392
[1] https://twitter.com/i/web/status/1228605076190748672
[1] https://twitter.com/i/web/status/1223989709959041024
[1] https://twitter.com/i/web/status/1223140769168547841
[1] https://twitter.com/i/web/status/1226197507916652544
[1] https://twitter.com/i/web/status/1226439098933612545
[1] https://datajournalism.com/read/newsletters

Top URLs in Tweet in G2:
[16] https://datajournalism.com/awards
[4] https://twitter.com/datajournalism/status/1225358070131200001
[2] https://www.judgify.me/sigma-awards
[1] https://twitter.com/i/web/status/1228427313827676161
[1] https://twitter.com/datajournalism/status/1224950924944322560
[1] http://www.datajournalism.com/awards/

Top URLs in Tweet in G3:
[16] https://mailchi.mp/6a93ab1e2011/veri-bulteni-4283685
[12] https://twitter.com/sigmaawards/status/1228427313827676161?s=19
[12] https://mailchi.mp/a480a3eb946b/veri-bulteni-4252349
[10] https://twitter.com/ejcnet/status/1227157085613371392
[1] https://twitter.com/i/web/status/1226631470246178821
[1] https://datajournalism.com/awards
[1] https://twitter.com/i/web/status/1227899284609208320
[1] https://twitter.com/i/web/status/1226838244110852096
[1] https://mailchi.mp/e8276ca9548b/veri-bulteni
[1] http://www.verigazeteciligi.com/daha-fazla-acik-veri-paylasmak-toplumu-guclendirmek-icin-yeterli-degil-ceviri-isil-yarimoglu/

Top URLs in Tweet in G4:
[5] https://datajournalism.com/read/longreads/the-unspoken-rules-of-visualisation-and-when-to-break-them
[1] https://twitter.com/gijn/status/1224710962655174662
[1] https://datajournalism.com/
[1] https://mailchi.mp/ejc.net/heres-how-argentina-does-data-journalism-conversations-with-data-issue-2568715?e=7c1df87886
[1] https://twitter.com/datajournalism/status/1225358070131200001
[1] https://www.postandcourier.com/news/how-common-is-violence-on-sc-school-buses-no-standard/article_c682e128-fb43-11e9-9c58-fbefd9975188.html
[1] https://www.wsj.com/video/president-trump-acquitted-by-senate/24C0CA58-5BD3-4DCE-884A-25923293CE9B.html?mod=trending_now_video_1
[1] https://twitter.com/openDemocracy/status/1222216151012401154
[1] https://www.linkedin.com/slink?code=gvskiZ4
[1] https://www.rjionline.org/stories/learn-to-code

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1227984221290954753
[1] https://twitter.com/i/web/status/1228333249539330050
[1] https://twitter.com/i/web/status/1227509942044831745
[1] https://gijn.org/2020/02/06/gijns-data-journalism-top-10-coronavirus-outbreak-misleading-graphs-smartphone-tracking-trash-can-banging-mexico-murders/
[1] https://twitter.com/i/web/status/1227876318060126208
[1] https://twitter.com/i/web/status/1227962926704812032

Top URLs in Tweet in G6:
[4] http://www.thefunctionalart.com/2020/01/an-example-of-how-to-annotate.html
[1] https://twitter.com/i/web/status/1228638357489672193
[1] https://twitter.com/i/web/status/1228637047168126976
[1] https://twitter.com/i/web/status/1228637595074207744
[1] https://twitter.com/i/web/status/1227311818739265536
[1] https://laboratoriodeperiodismo.org/asi-usa-el-pais-la-herramienta-mapbox-para-hacer-periodismo-de-datos/
[1] https://datajournalism.com/read/longreads/how-to-bring-the-power-of-data
[1] https://datajournalism.com/awards

Top URLs in Tweet in G7:
[2] https://ijnet.org/en/opportunity/school-data-offers-course-data-journalism-brazil
[1] https://www.ire.org/events-and-training/fellowships-and-scholarships
[1] https://twitter.com/OpenSemSearch/status/1223619530808791041
[1] https://opensemanticsearch.org/investigative_journalism/howto-analyze-leaks
[1] https://ijnet.org/en/opportunity/ire-organizes-coding-bootcamps-us
[1] https://datajournalism.com/awards?utm_content=bufferaa59d&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://twitter.com/sigmaawards/status/1224312917979324416
[1] https://ijnet.org/en/story/design-meets-data-qa-scmps-creative-director-darren-long

Top URLs in Tweet in G8:
[1] https://twitter.com/RosaAriasAlv/status/1225003530332798978

Top URLs in Tweet in G9:
[1] https://www.europeandatajournalism.eu/eng/News/Data-news/The-energy-transition-yet-to-come
[1] https://datajournalism.com/awards
[1] https://datajournalism.com/awards/
[1] https://gijn.org/2020/01/30/gijns-data-journalism-top-10-mapping-coronavirus-saving-the-nile-protests-in-hungary-annotating-visualizations/
[1] https://datajournalism.com/read/longreads/journalism-first-doing-advocacy-with-data-on-your-side

Top URLs in Tweet in G10:
[1] https://onlinejournalismblog.com/2020/01/29/how-to-plan-a-journalism-project-that-needs-data-entry/
[1] https://twitter.com/i/web/status/1228279731537285120
[1] https://twitter.com/i/web/status/1227978987231686659
[1] https://twitter.com/i/web/status/1226573106073882625
[1] https://twitter.com/i/web/status/1226104980895096833

Top Domains
Top Domains in Tweet in Entire Graph:
[130] twitter.com
[60] datajournalism.com
[31] mailchi.mp
[16] medium.com
[6] icij.org
[4] thefunctionalart.com
[4] ijnet.org
[3] bikeitalia.it
[3] paper.li
[2] smh.re

Top Domains in Tweet in G1:
[18] datajournalism.com
[18] twitter.com
[1] co.uk
[1] buff.ly
[1] tiedetoimittajat.fi
[1] mailchi.mp
[1] paper.li
[1] com.pk

Top Domains in Tweet in G2:
[17] datajournalism.com
[6] twitter.com
[2] judgify.me

Top Domains in Tweet in G3:
[29] twitter.com
[29] mailchi.mp
[1] datajournalism.com
[1] verigazeteciligi.com
[1] springer.com

Top Domains in Tweet in G4:
[14] twitter.com
[9] datajournalism.com
[1] mailchi.mp
[1] postandcourier.com
[1] wsj.com
[1] linkedin.com
[1] rjionline.org
[1] medium.com
[1] ria.ru
[1] zdnet.com

Top Domains in Tweet in G5:
[5] twitter.com
[1] gijn.org

Top Domains in Tweet in G6:
[4] twitter.com
[4] thefunctionalart.com
[2] datajournalism.com
[1] laboratoriodeperiodismo.org

Top Domains in Tweet in G7:
[4] ijnet.org
[2] twitter.com
[1] ire.org
[1] opensemanticsearch.org
[1] datajournalism.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[3] datajournalism.com
[1] europeandatajournalism.eu
[1] gijn.org

Top Domains in Tweet in G10:
[4] twitter.com
[1] onlinejournalismblog.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[283] datajournalism
[104] ddj
[41] data
[28] newsera
[25] citizenscience
[24] dataviz
[23] datajournalists
[22] verigazeteciliği
[17] dataliteracy
[17] investigative



Top Hashtags in Tweet in G1:
[44] datajournalism
[20] datajournalists
[15] data
[13] neurodivergent
[10] ddj
[7] python
[6] conversationswithdata
[5] migration
[4] journalists
[4] dataliteracy

Top Hashtags in Tweet in G2:
[36] datajournalism
[13] ddj
[6] ijf20
[1] data

Top Hashtags in Tweet in G3:
[49] ddj
[39] datajournalism
[22] verigazeteciliği
[11] dataliteracy
[11] data
[11] wildeye
[3] opendata
[2] dataviz
[2] aã§ä±kveri
[2] verigazeteciliäÿi

Top Hashtags in Tweet in G4:
[12] datajournalism
[2] datavisualization
[2] python
[1] designthinking
[1] designerrules
[1] nicar20
[1] iowacaucus
[1] londonbusinessschool
[1] operationalresearchsociety
[1] ai

Top Hashtags in Tweet in G5:
[24] datajournalism
[13] ddj
[6] happyfriday
[3] dataviz
[1] dataliteracy
[1] coronavirus

Top Hashtags in Tweet in G6:
[4] periodismodedatos
[4] datajournalism
[4] dataviz
[4] infographics
[4] ddj
[2] datos
[1] data
[1] datajournalists
[1] neurodivergent

Top Hashtags in Tweet in G7:
[17] investigative
[16] opensource
[9] datajournalism
[7] leaks
[6] journalism
[5] search
[4] semantic
[4] law
[4] portuguesespeakingjournalist
[3] ddj

Top Hashtags in Tweet in G8:
[28] newsera
[25] citizenscience
[11] datajournalism
[10] co_creation
[10] workshop
[9] cocreation
[8] kom
[2] fcienciasid
[2] scicomm
[1] cienciaciudadana

Top Hashtags in Tweet in G9:
[3] ddj
[1] ue
[1] climatechange
[1] datajournalism
[1] chart
[1] журналистикаданных
[1] ððºñ‚ð¸ð²ð¸ð·ð¼
[1] ð¶ñƒñ€ð½ð°ð»ð¸ññ‚ð¸ðºð°

Top Hashtags in Tweet in G10:
[3] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[500] Words in Sentiment List#1: Positive
[99] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[18108] Non-categorized Words
[18707] Total Words
[283] #datajournalism
[216] data
[190] datajournalism
[114] sigmaawards
[103] #ddj

Top Words in Tweet in G1:
[89] datajournalism
[44] #datajournalism
[31] data
[22] design
[20] #datajournalists
[18] apply
[17] looking
[16] project
[16] ø
[15] deadline

Top Words in Tweet in G2:
[87] sigmaawards
[60] deadline
[43] enter
[39] data
[36] #datajournalism
[34] competition
[31] global
[26] entries
[24] we've
[24] received

Top Words in Tweet in G3:
[55] data
[49] #ddj
[46] datajournalism
[43] journalism
[39] #datajournalism
[34] announce
[31] veri
[28] okumalar
[28] postama
[28] gelsin

Top Words in Tweet in G4:
[12] #datajournalism
[6] unspoken
[6] rules
[5] data
[5] visualisation
[4] each
[3] use
[3] и
[2] know
[2] #datavisualization

Top Words in Tweet in G5:
[24] #datajournalism
[14] more
[13] nodexl
[13] #ddj
[13] mapping
[13] week
[11] gijnafrica
[10] global
[9] data
[8] world

Top Words in Tweet in G6:
[14] trabajo
[12] uocinfocom
[11] data
[10] periodismo
[9] bueno
[9] pues
[9] resultado
[9] final
[9] máster
[9] digital

Top Words in Tweet in G7:
[17] #investigative
[17] start
[16] #opensource
[11] ddj_tools
[11] user
[11] interfaces
[11] ui
[11] box
[11] settings
[11] empower

Top Words in Tweet in G8:
[28] #newsera
[25] #citizenscience
[24] day
[22] kick
[20] cosmocaixa
[16] meeting
[14] 3rd
[14] cristinamsluis
[13] sciencefchange
[11] #datajournalism

Top Words in Tweet in G9:
[7] civio
[6] ðºð
[6] advocacy
[5] ðµñ
[5] always
[5] worried
[5] impact
[5] work
[5] traditionally
[5] journalism

Top Words in Tweet in G10:
[7] data
[4] entry
[4] deadline
[3] sigmaawards
[3] journalism
[3] #datajournalism
[3] pressfreedom
[3] gijn
[3] datajournalism
[2] heard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] we've,received
[45] data,journalism
[35] sigmaawards,global
[35] global,competition
[32] data,journalists
[31] 510,entries
[31] competition,#datajournalism
[30] 66,countries
[30] global,south
[29] data,driven

Top Word Pairs in Tweet in G1:
[13] #datajournalists,apply
[13] apply,principles
[13] principles,inclusive
[13] inclusive,design
[13] design,#neurodivergent
[12] job,alert
[11] we've,received
[10] excited,announce
[10] announce,we've
[10] received,total

Top Word Pairs in Tweet in G2:
[30] sigmaawards,global
[30] global,competition
[26] competition,#datajournalism
[24] we've,received
[24] data,journalists
[20] heard,we've
[20] received,many
[20] many,requests
[20] requests,data
[20] journalists,extend

Top Word Pairs in Tweet in G3:
[28] postama,gelsin
[27] gelsin,diyenleri
[26] voydorg,veri
[22] delighted,announce
[22] announce,book
[22] book,data
[22] data,journalism
[22] journalism,global
[22] global,south
[22] south,published

Top Word Pairs in Tweet in G4:
[6] unspoken,rules
[5] rules,visualisation
[2] visualisation,break
[2] each,senator
[2] сделали,красивый
[2] красивый,проект
[2] проект,про
[2] про,приманки
[2] приманки,для
[2] для,оскара

Top Word Pairs in Tweet in G5:
[13] nodexl,#ddj
[13] #ddj,mapping
[8] global,#datajournalism
[8] #datajournalism,world
[8] world,tweeting
[8] tweeting,week
[8] week,nodexl
[8] mapping,jan
[8] jan,27
[8] 27,feb

Top Word Pairs in Tweet in G6:
[9] bueno,pues
[9] pues,resultado
[9] resultado,trabajo
[9] trabajo,final
[9] final,máster
[9] máster,periodismo
[9] periodismo,digital
[9] digital,uocinfocom
[8] arrabalnestor,bueno
[8] uocinfocom,análisis

Top Word Pairs in Tweet in G7:
[11] #opensource,user
[11] user,interfaces
[11] interfaces,ui
[11] ui,box
[11] box,settings
[11] settings,empower
[11] empower,#investigative
[11] #investigative,journalists
[11] journalists,start
[10] ddj_tools,#opensource

Top Word Pairs in Tweet in G8:
[16] day,#newsera
[16] #newsera,kick
[16] kick,meeting
[16] meeting,cosmocaixa
[14] 3rd,day
[10] 2nd,day
[10] cosmocaixa,#co_creation
[10] #co_creation,#workshop
[10] #workshop,start
[10] start,#citizenscience

Top Word Pairs in Tweet in G9:
[5] civio,always
[5] always,worried
[5] worried,impact
[5] impact,work
[5] work,traditionally
[5] traditionally,advocacy
[5] advocacy,journalism
[5] journalism,arenâ
[5] arenâ,seem
[4] dcabo,civio

Top Word Pairs in Tweet in G10:
[2] sigmaawards,heard
[2] heard,we've
[2] we've,received
[2] received,many
[2] many,requests
[2] requests,data
[2] data,journalists
[2] journalists,extend
[2] extend,entry
[2] entry,deadline

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sigmaawards
@voydorg
@alastairotter
@eborgesrey
@datajconf
@pinardag
@cosmocaixa
@ejcnet
@evaconstantaras

Top Mentioned in G1:
@datajournalism
@sigmaawards
@ejcnet
@winnydejong
@sportradar
@washpostlife
@junkcharts
@journalismfest
@bbcnews
@leimdorfer

Top Mentioned in G2:
@sigmaawards
@alastairotter
@datajournalism
@pilhofer
@ejcnet
@maid_marianne
@smfrogers
@pointer_kroncrv
@evaconstantaras

Top Mentioned in G3:
@datajournalism
@voydorg
@eborgesrey
@pinardag
@datajconf
@evaconstantaras
@chendakun

Top Mentioned in G5:
@gijnafrica
@nytimes
@sdjf_lk
@theduncanclark
@f_l_o_u_r_i_s_h
@datacamp
@aldatavizguy
@fergusoloan
@theac
@sigmaawards

Top Mentioned in G6:
@uocinfocom
@arrabalnestor
@datajournalism
@maryjowebster
@sigmaawards
@el_pais
@startribune
@ftdata
@albertocairo
@candelaolle

Top Mentioned in G7:
@ddj_tools
@opensemsearch
@ire_nicar
@ijnet
@escoladedados
@maryjowebster
@eborgesrey
@pilhofer
@data_blog
@datajournalism

Top Mentioned in G8:
@cosmocaixa
@cristinamsluis
@sciencefchange
@rosaariasalv
@formicablu
@stickydoteu
@unipadova
@fc_ul
@ibercivis
@eu_commission

Top Mentioned in G9:
@civio
@dcabo
@sigmaawards
@evabelmonte
@edjnet
@jplusplus_
@m0bilerep0rter
@daswasfehlt
@spiegel_data
@elconfidencial

Top Mentioned in G10:
@sigmaawards
@pressfreedom
@gijn
@datajournalism
@paulbradshaw
@icfj
@alastairotter
@bcumedia
@therealsonyapr1
@rdfellowship

Top Tweeters
Top Tweeters in Entire Graph:
@viniciusn1kolod
@g1
@ottlegalrebels
@indianexpress
@el_pais
@dailynation
@ronaldjhelzenga
@bbcnews
@nytimes
@estadao

Top Tweeters in G1:
@bbcnews
@nayasala
@margymaclibrary
@google
@badlibrarian
@koenfucius
@tom_el_rumi
@prosumidorsoc
@journalismfest
@geekarts_marcom

Top Tweeters in G2:
@dailynation
@owiraowira
@kenyanpundit
@mailandguardian
@privacymatters
@maimcy
@arfness
@khadijapatel
@shahidabbasipak
@fcoel

Top Tweeters in G3:
@prajnamu
@odmanasli
@faineg
@jkainja
@claralmm
@igbayram
@admire2mare
@pinardag
@glynmottershead
@yudivian

Top Tweeters in G4:
@luissantos
@karda70
@pg
@mehgt
@byjohnrroby
@zahratunda
@sia
@kncukier
@rji
@pariswriters

Top Tweeters in G5:
@nytimes
@tagesspiegel
@zubairabbasi
@dudeum_nethu
@iamhisanchor
@gijnafrica
@marc_smith
@cjdataviz
@nodexl
@marketplaces247

Top Tweeters in G6:
@el_pais
@startribune
@bbbcccnnn
@derekwillis
@albertocairo
@lizscherer
@acangros
@nixonron
@aidilarazak
@cfpd_udgvirtual

Top Tweeters in G7:
@viniciusn1kolod
@benborges_
@steltenpower
@korezian
@rushrk1
@madeleinelacsko
@ijnet
@twallack
@sonstwer
@mizzousundevil

Top Tweeters in G8:
@scicommbot
@eu_commission
@raultoran
@fecyt_ciencia
@tbaupuig
@kpeiro
@bettinaryll
@unipadova
@cosmocaixa
@ibercivis

Top Tweeters in G9:
@elconfidencial
@leliosimi
@altereco_
@evabelmonte
@dcabo
@civio
@numeroteca
@schulbaumo
@deutschewelle
@openpolis

Top Tweeters in G10:
@pressfreedom
@paulbradshaw
@icfj
@gijn
@ifjglobal
@ejnetwork
@ecpmf
@efjeurope
@bcumedia
@birnsrbija


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