datajournalism, Twitter, 9/13/2021 4:23:16 PM, 261918


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datajournalism_2021-09-13_09-18-41.xlsx
datajournalism_2021-09-13_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/2YS3yfY
@datajournalism
@ricardo_ik_ahau
@ejcnet
@glenkcampbell
@luissdatalab
@schmidtjoff
@nvsdata
@affendi_xiii
@90westdata
@gijn

Top hashtags:
#datajournalism
#dataviz
#covid19
#data
#ddj
#journalism
#openlux
#podcast

Description:
Description
The graph represents a network of 472 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, 13 September 2021 at 16:19 UTC.

The requested start date was Monday, 13 September 2021 at 00:01 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, 13-hour, 35-minute period from Monday, 30 August 2021 at 06:50 UTC to Sunday, 12 September 2021 at 20:25 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 : 472
Unique Edges : 374
Edges With Duplicates : 762
Total Edges : 1136
Number of Edge Types : 5
Replies to : 15
Mentions : 216
Retweet : 319
MentionsInRetweet : 503
Tweet : 83
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0.0332805071315372
Reciprocated Edge Ratio : 0.0644171779141104
Connected Components : 54
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 853
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.612318
Graph Density : 0.00293281514268236
Modularity : 0.465269
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 472 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, 13 September 2021 at 16:19 UTC.

The requested start date was Monday, 13 September 2021 at 00:01 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, 13-hour, 35-minute period from Monday, 30 August 2021 at 06:50 UTC to Sunday, 12 September 2021 at 20:25 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:
[6] https://ppmn.or.id/webinar-and-workshop-series-sign-up-now/
[5] https://gijn.org/2021/09/10/data-journalism-top-10-bitcoin-mining-idas-torrential-rains-and-the-pandemics-true-death-toll/
[5] https://thedataexchange.media/the-state-of-data-journalism/
[5] https://datajournalism.com/read/handbook/verification-3/
[5] https://www.theguardian.com/world/ng-interactive/2021/sep/06/canada-residential-schools-indigenous-children-cultural-genocide-map
[4] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[3] https://ddj.news/
[3] https://mailchi.mp/ddj.news/148
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261708
[3] https://gijn.org/2021/08/23/a-guide-to-journalisms-drone-powered-future/

Top URLs in Tweet in G1:
[5] https://thedataexchange.media/the-state-of-data-journalism/
[2] https://www.ire.org/job-center/data-journalism-fellow-2/
[2] https://journalismassembly.com/conference/data-bootcamp
[2] https://twitter.com/datajournalism/status/1432592477685420032
[1] https://twitter.com/i/web/status/1432234205132558337
[1] https://datajournalism.com/watch
[1] https://datajournalism.com/read/blog/data-journalism-good-reasons
[1] https://twitter.com/i/web/status/1433680731612622852
[1] https://datajournalism.com/register
[1] https://twitter.com/i/web/status/1432592477685420032

Top URLs in Tweet in G2:
[3] https://ddj.news/
[3] https://mailchi.mp/ddj.news/148
[2] https://ganttrify.europeandatajournalism.eu/
[2] https://www.economist.com/offthecharts/
[2] https://www.youtube.com/watch?v=Gxn7VXWDVL0

[1] https://twitter.com/i/web/status/1436989598257881093
[1] https://twitter.com/HattieRowan/status/1433835437894766593
[1] https://twitter.com/lecho/status/1436418962493870080
[1] https://www.linkedin.com/posts/andrea-battaglia_peg-power-nordstream2-activity-6841685705928790016-f1pD
[1] https://twitter.com/AdamMinter/status/1436010949681496067

Top URLs in Tweet in G3:
[3] https://gijn.org/2021/09/10/data-journalism-top-10-bitcoin-mining-idas-torrential-rains-and-the-pandemics-true-death-toll/
[1] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[1] https://newsinitiative.withgoogle.com/training/course/data-journalism?mc_cid=02b1e8d325
[1] https://publicdatalab.org/2021/09/09/investigating-infodemic/

Top URLs in Tweet in G4:
[1] https://twitter.com/EU_opendata/status/1436326319088865284
[1] https://journalismarena.eu/free-training-on-climate-and-environment-data-and-osint/

Top URLs in Tweet in G5:
[3] https://gijn.org/2021/08/23/a-guide-to-journalisms-drone-powered-future/
[2] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[1] https://gijn.org/2021/09/10/data-journalism-top-10-bitcoin-mining-idas-torrential-rains-and-the-pandemics-true-death-toll/
[1] https://gijn.org/2021/09/03/data-journalism-top-10-fading-immunity-women-losing-work-myanmar-murders-teen-pregnancy-britains-wealth-gap/
[1] https://twitter.com/i/web/status/1437023192086978563

Top URLs in Tweet in G6:
[1] https://thelatampost.com/presos-politicos-en-venezuela-mapa-interactivo/

Top URLs in Tweet in G7:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261708
[1] https://twitter.com/c_endt/status/1436590449754578945

Top URLs in Tweet in G8:
[2] https://us06web.zoom.us/webinar/register/WN_nuhbvI8MRLWW7YtZHPKekw
[2] https://us06web.zoom.us/webinar/register/WN_8IHgIexlSAupOX2TK5k20w

Top URLs in Tweet in G9:
[1] https://datajournalism.com/read/blog/data-journalism-good-reasons
[1] https://twitter.com/i/web/status/1432478243471437825
[1] https://moz.com/blog/ways-google-rewrites-title-tags
[1] https://www.linkedin.com/posts/albertyumol_citizenscience-data4good-datajournalism-activity-6838425770998804480-x2xS
[1] https://twitter.com/i/web/status/1433308712270245889
[1] https://knightcenter.utexas.edu/data-journalism-self-directed-course-in-spanish-now-available-after-mooc-reaches-thousands-of-journalists-around-the-world/
[1] https://outbreak.info/blog/data-journalism
[1] https://twitter.com/datajournalism/status/1435126574957961216
[1] https://www.giudittamosca.it/no-psyco/
[1] https://twitter.com/Jill_Castellano/status/1436367414887813124

Top URLs in Tweet in G10:
[1] https://datajournalism.com/read/newsletters/inside-the-openlux-investigation

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[26] datajournalism.com
[9] gijn.org
[7] co.uk
[6] or.id
[5] thedataexchange.media
[5] theguardian.com
[5] journalismassembly.com
[4] mailchi.mp
[4] zoom.us

Top Domains in Tweet in G1:
[11] twitter.com
[5] datajournalism.com
[5] thedataexchange.media
[4] journalismassembly.com
[2] ire.org
[2] europa.eu
[1] flowingdata.com
[1] visualcapitalist.com
[1] surveymonkey.com
[1] typeform.com

Top Domains in Tweet in G2:
[6] twitter.com
[3] ddj.news
[3] mailchi.mp
[2] europeandatajournalism.eu
[2] economist.com
[2] youtube.com
[1] linkedin.com
[1] mapbox.com
[1] tumblr.com

Top Domains in Tweet in G3:
[3] gijn.org
[1] datajournalism.com
[1] withgoogle.com
[1] publicdatalab.org

Top Domains in Tweet in G4:
[1] twitter.com
[1] journalismarena.eu

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

Top Domains in Tweet in G6:
[1] thelatampost.com

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

Top Domains in Tweet in G8:
[4] zoom.us

Top Domains in Tweet in G9:
[5] twitter.com
[3] datajournalism.com
[1] moz.com
[1] linkedin.com
[1] utexas.edu
[1] outbreak.info
[1] giudittamosca.it
[1] gijn.org

Top Domains in Tweet in G10:
[1] datajournalism.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[199] datajournalism
[33] dataviz
[28] covid19
[27] data
[26] ddj
[24] journalism
[19] openlux
[18] podcast
[17] euopendatadays
[16] datascience



Top Hashtags in Tweet in G1:
[51] datajournalism
[16] dataviz
[15] euopendatadays
[14] data
[13] datajournalist
[8] journalists
[6] covid19
[5] r
[5] thedataexchangepod
[5] journalism

Top Hashtags in Tweet in G2:
[28] datajournalism
[7] ddj
[5] dataviz
[4] dataanalytics
[4] data
[3] indiadataportal
[3] agriculture
[3] financialinclusion
[3] ruraldevelopment
[2] peg

Top Hashtags in Tweet in G3:
[10] covid19
[6] datajournalism
[2] data
[2] ddj
[2] openlux
[2] podcast
[1] journalism
[1] free
[1] onlinecourse

Top Hashtags in Tweet in G4:
[3] climate
[3] environment
[3] datajournalism
[3] osint
[1] dataviz
[1] euopendatadays
[1] opendata
[1] datavisualisation
[1] europcom
[1] eijc20

Top Hashtags in Tweet in G5:
[3] datajournalism
[2] ddj
[2] dataviz

Top Hashtags in Tweet in G6:
[13] exclusivo
[13] venezuela
[11] presospolã­ticos
[2] presospolíticos
[1] datajournalism

Top Hashtags in Tweet in G7:
[7] gor21
[6] datajournalism
[6] datascience
[2] dataanalytics
[2] dataliteracy
[1] conference
[1] keynote
[1] dgof
[1] dm
[1] bestpractice

Top Hashtags in Tweet in G8:
[17] datajournalism
[9] ai
[9] workshop
[9] intelligenzaartificiale
[5] machinelearning
[1] disinformazione
[1] mediafutureseu

Top Hashtags in Tweet in G9:
[9] datajournalism
[2] covid19
[1] visdat
[1] ddj
[1] journalism
[1] spanish
[1] sarscov2
[1] internetworldmap
[1] juve
[1] databook

Top Hashtags in Tweet in G10:
[12] openlux
[11] podcast
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[199] #datajournalism
[143] datajournalism
[109] data
[74] šà
[47] ejcnet
[47] র
[35] ন
[33] #dataviz
[32] journalism
[32] 19

Top Words in Tweet in G1:
[92] datajournalism
[51] #datajournalism
[39] data
[31] ejcnet
[19] help
[18] community
[18] very
[17] welcome
[16] #dataviz
[15] 40k

Top Words in Tweet in G2:
[28] #datajournalism
[19] data
[11] র
[8] ক
[8] ন
[7] #ddj
[7] news
[7] devs
[7] reporters
[7] favourite

Top Words in Tweet in G3:
[36] র
[27] ন
[23] ব
[20] য
[17] ক
[15] স
[14] datajournalism
[12] ড
[12] ত
[10] ট

Top Words in Tweet in G4:
[4] datajournalism
[4] journalismarena
[3] ejcnet
[3] free
[3] training
[3] #climate
[3] #environment
[3] #datajournalism
[3] #osint
[3] end

Top Words in Tweet in G5:
[9] gijn
[7] more
[7] read
[7] gijn's
[7] weekly
[7] roundup
[7] data
[5] stories
[5] datajournalism
[5] drones

Top Words in Tweet in G6:
[13] thelatampost
[13] #exclusivo
[13] interactivas
[13] conocer
[13] #venezuela
[11] infografã
[11] ubicaciã
[11] situaciã
[11] #presospolã
[11] ticos

Top Words in Tweet in G7:
[7] #gor21
[6] chelm
[6] #datajournalism
[6] #datascience
[5] olitab
[3] nodexl
[3] dgof_gor
[3] carinacornesse
[3] floriankeusch
[3] bellastrum

Top Words in Tweet in G8:
[17] #datajournalism
[12] luissdatalab
[10] ospiti
[9] settembre
[9] #ai
[9] link
[9] registrarsi
[9] ai
[9] #workshop
[9] gratuiti

Top Words in Tweet in G9:
[9] #datajournalism
[2] estudiar
[2] datos
[2] self
[2] directed
[2] courses
[2] available
[2] #covid19
[2] analysis
[2] journalism

Top Words in Tweet in G10:
[14] mvaudano
[12] datajournalism
[12] investigation
[12] #openlux
[12] listen
[11] tools
[11] workflows
[11] required
[11] global
[11] #podcast

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] šà,šà
[21] datajournalism,ejcnet
[21] data,journalism
[18] tools,workflows
[18] workflows,required
[18] required,global
[18] global,investigation
[18] investigation,#openlux
[18] #openlux,listen
[18] listen,#podcast

Top Word Pairs in Tweet in G1:
[17] datajournalism,ejcnet
[15] 40k,followers
[15] part,community
[15] welcome,datajournalism
[14] reached,40k
[14] followers,thank
[14] thank,being
[14] being,part
[14] community,largest
[14] largest,#datajournalism

Top Word Pairs in Tweet in G2:
[7] #ddj,#datajournalism
[7] news,devs
[7] devs,data
[7] data,reporters
[7] reporters,favourite
[7] favourite,command
[7] command,line
[7] line,tools
[7] tools,asked
[7] asked,question

Top Word Pairs in Tweet in G3:
[10] datajournalism,#covid19
[10] #covid19,conspiracy
[10] conspiracy,content
[10] content,appear
[10] appear,amazon
[10] amazon,latest
[10] latest,article
[10] article,jwyg
[10] jwyg,bb_liliana
[10] bb_liliana,marc

Top Word Pairs in Tweet in G4:
[3] datajournalism,ejcnet
[3] free,training
[3] training,#climate
[3] #climate,#environment
[3] #environment,#datajournalism
[3] #datajournalism,#osint
[3] #osint,end
[3] end,investigation
[2] eu_opendata,datajournalism
[2] journalismfund,journalismnews

Top Word Pairs in Tweet in G5:
[7] more,read
[7] read,gijn's
[7] gijn's,weekly
[7] weekly,roundup
[4] bitcoin,mining
[4] mining,investigating
[4] investigating,conspiracies
[4] conspiracies,ida's
[4] ida's,torrential
[4] torrential,rains

Top Word Pairs in Tweet in G6:
[13] interactivas,conocer
[12] thelatampost,#exclusivo
[11] #exclusivo,infografã
[11] infografã,interactivas
[11] conocer,ubicaciã
[11] ubicaciã,situaciã
[11] situaciã,#presospolã
[11] #presospolã,ticos
[11] ticos,#venezuela
[2] #exclusivo,infografías

Top Word Pairs in Tweet in G7:
[4] #datajournalism,#datascience
[3] #gor21,nodexl
[3] nodexl,dgof_gor
[3] dgof_gor,carinacornesse
[3] carinacornesse,floriankeusch
[3] floriankeusch,bellastrum
[3] bellastrum,olitab
[3] olitab,chelm
[3] chelm,luetters
[3] great,keynote

Top Word Pairs in Tweet in G8:
[9] link,registrarsi
[9] registrarsi,ai
[9] ai,#workshop
[9] #workshop,gratuiti
[9] gratuiti,#intelligenzaartificiale
[9] #intelligenzaartificiale,#datajournalism
[9] #datajournalism,tanti
[9] tanti,ospiti
[8] luissdatalab,link
[8] ospiti,internaziona

Top Word Pairs in Tweet in G9:
[2] self,directed

Top Word Pairs in Tweet in G10:
[11] datajournalism,tools
[11] tools,workflows
[11] workflows,required
[11] required,global
[11] global,investigation
[11] investigation,#openlux
[11] #openlux,listen
[11] listen,#podcast
[11] #podcast,mvaudano
[3] happy,sponsor

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@ejcnet
@mvaudano
@datavizsociety
@eu_opendata
@luissdatalab
@thaipbs
@davidlibeau
@thelatampost
@jwyg

Top Mentioned in G1:
@datajournalism
@ejcnet
@eu_opendata
@datavizsociety
@tarakelly
@martinvargic
@usnews
@stonepeople
@jennwebb
@rferl_hackathon

Top Mentioned in G2:
@newsnerdery
@gurmanbhatia
@winnydejong
@hattierowan
@fpb_be
@helene_seynaeve
@bipp_isb
@federicogatti
@gijnbangla
@salondata

Top Mentioned in G3:
@datajournalism
@jwyg
@bb_liliana
@firstdraftnews
@publicdatalab
@ejcnet
@buzzfeednews
@mvaudano
@politicoeurope
@mmfa

Top Mentioned in G4:
@datajournalism
@journalismarena
@ejcnet
@journalismfund
@journalismnews
@ddjournalism
@lseei
@datenschule
@datajconf
@cmfe_eu

Top Mentioned in G5:
@gijn
@datajournalism
@monikajones
@georgievpeter
@mediagfmd
@dataj
@ejcnet
@gijnarabic

Top Mentioned in G6:
@thelatampost
@carolabriceno
@alenzablanco
@bgalindo74
@cimanewsdigital
@rosental
@spcrucianelli

Top Mentioned in G7:
@chelm
@olitab
@dgof_gor
@carinacornesse
@floriankeusch
@bellastrum
@luetters
@smr_foundation
@gip_study
@schwabeulrike

Top Mentioned in G8:
@luissdatalab
@enlightendesign
@frapac71
@mannocchia
@elenamusi2
@riotta

Top Mentioned in G10:
@datajournalism
@mvaudano
@lemondefr
@antoniobaqueroi
@flokinetehf
@occrp

Top Tweeters
Top Tweeters in Entire Graph:
@unoticias
@cotey_mary
@pura_miel
@bassaces1
@godfrey_g_
@suzanneinlgb
@discord
@washingtonpost
@thaipbs
@lemondefr

Top Tweeters in G1:
@usnews
@margymaclibrary
@jenpasit
@info_aus
@grjenkin
@discardedbacon
@marianatrobosky
@albertocairo
@pettet50
@haferlasche

Top Tweeters in G2:
@ricardo_ik_ahau
@cnn
@codewithtwitchi
@puntofisso
@rdmurphy
@drzax
@wr3a
@mapbox
@lakitalki
@fuertebrazos

Top Tweeters in G3:
@politico
@buzzfeednews
@hal4
@nikicheong
@realbskylstad
@mmfa
@politicoeurope
@firstdraftnews
@jwyg
@gijnbangla

Top Tweeters in G4:
@journalismnews
@glenkcampbell
@dw_gmf
@mediaeu
@cijournalism
@journalism2ls
@lseei
@journalismfund
@eudatanewshub
@cmfe_eu

Top Tweeters in G5:
@suzanneinlgb
@truthbuster
@spysun04
@googlemyrna
@gijn
@mayaninel
@mediagfmd
@gijnarabic
@hdproductionz
@mediacentar

Top Tweeters in G6:
@pura_miel
@vazquezoutjorge
@cecollm
@albamarinamessa
@100_espana
@contrastado
@carolabriceno
@botellazo
@brisa7766433br1
@laugonzalezmx

Top Tweeters in G7:
@zeitonline
@nvsdata
@ucloudifyai
@olitab
@chelm
@schmidtjoff
@smr_foundation
@dgof_gor
@uli_krieger
@luetters

Top Tweeters in G8:
@godfrey_g_
@education_24x7
@riotta
@frapac71
@mannocchia
@andrea_nicolai1
@ale_spada
@federicaurzo
@gfitaliano
@luissdatalab

Top Tweeters in G9:
@felicea
@researchbuzz
@datosgob
@masondan
@eddesignersrh
@josh_ko_naman
@jcourses
@annalom87
@yanqixu_x
@gijnindonesia

Top Tweeters in G10:
@cotey_mary
@lemondefr
@eyemagistus
@equity5464
@occrp
@antoniobaqueroi
@frelsisbaratta
@mvaudano
@dasalmur
@flokinetehf


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