datajournalism, Twitter, 4/3/2019 4:05:22 AM, 192441


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datajournalism_2019-04-02_19-53-25.xlsx
datajournalism_2019-04-02_19-53-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/2K1SZiB
@maid_marianne
@christinezhang
@liliasaul
@carolinedktl
@geninnovate
@journocode
@indeadline
@atloteam
@india_maps
@atlatszo

Top hashtags:
#datajournalism
#ddj
#datajournalismawards
#data
#dataviz
#journalism

Description:
Description
The graph represents a network of 584 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 Wednesday, 03 April 2019 at 02:53 UTC.

The requested start date was Monday, 01 April 2019 at 00:01 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 13-day, 18-hour, 40-minute period from Monday, 18 March 2019 at 00:52 UTC to Sunday, 31 March 2019 at 19:32 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 : 584
Unique Edges : 747
Edges With Duplicates : 219
Total Edges : 966
Number of Edge Types : 3
Mentions : 841
Tweet : 116
Replies to : 9
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0417246175243394
Reciprocated Edge Ratio : 0.0801068090787717
Connected Components : 102
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 174
Maximum Edges in a Connected Component : 297
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.843692
Graph Density : 0.0021998872153951
Modularity : 0.747585
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://english.vilaweb.cat/noticies/how-many-catalans-are-in-favour-of-independence/
[7] https://twitter.com/smfrogers/status/973241998822920192
[4] https://mailchi.mp/3846add62cb9/veri-bulteni-23
[4] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/
[4] https://www.europeandataportal.eu/en/highlights/data-driven-journalism
[4] https://twitter.com/jwyg/status/1071053193541488641
[4] https://datajournalismawards.org/projects/atlo-team/
[4] http://www.dokuz8haber.net/english/climate-changes-mindset-remains-the-same-turkey-as-a-driver-of-global-warming/
[3] https://www.recode.net/2019/2/25/18224696/chart-transition-journalism-public-relations-content-social-media-jobs?fbclid=IwAR2gs4YfTyugV54pQ-M9RzgVY3zSZenYghjWfQwfpd05JR0P81xdPD_Jqfw
[3] https://mailchi.mp/f93faa1a84c4/veri-bulteni-22

Top URLs in Tweet in G1:
[7] https://twitter.com/smfrogers/status/973241998822920192
[2] https://ijnet.org/en/story/winning-data-journalism-award-jury-weighs
[2] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[1] https://datajournalismawards.org/2019/03/26/building-a-bot-to-monitor-politicians-twitter-accounts/
[1] https://datajournalismawards.org/slack/
[1] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019
[1] https://twitter.com/i/web/status/1107939558056972288
[1] https://datajournalismawards.org/eligibility-rules/
[1] https://www.datajournalismawards.org/

Top URLs in Tweet in G2:
[2] http://datajconf.com/#submissions
[1] http://www.healthmanagementonline.scot.nhs.uk/media/2104790/data%20science%20-%20storytelling%20&%20data%20journalism%20(jan%202019).pdf?platform=hootsuite
[1] http://newslab.ie/ddjucd/citizenship-for-sale-the-most-powerful-passports-you-can-buy/
[1] https://www.diariosur.es/malaga/pasas-miedo-vuelves-20190318164846-nt.html
[1] https://twitter.com/bellapalomo/status/1110484427350704129

Top URLs in Tweet in G3:
[3] https://www.recode.net/2019/2/25/18224696/chart-transition-journalism-public-relations-content-social-media-jobs?fbclid=IwAR2gs4YfTyugV54pQ-M9RzgVY3zSZenYghjWfQwfpd05JR0P81xdPD_Jqfw
[1] https://rollingstone.uol.com.br/noticia/algoritmo-da-vida-com-ajuda-diarios-kurt-cobain-projeto-busca-sintomas-de-depressao-nas-redes-sociais-para-prevencao-do-suicidio/
[1] https://twitter.com/i/web/status/1107937607948881920
[1] https://twitter.com/fawadptiupdates/status/1108077299050659843
[1] https://twitter.com/i/web/status/1108677192819593222
[1] https://twitter.com/i/web/status/1108601674015354880
[1] https://twitter.com/danielle_moran/status/1109112817339297795
[1] https://twitter.com/i/web/status/1109276395740397569
[1] https://twitter.com/emilybell/status/1109215967521832961?s=21
[1] https://vimeo.com/98368484

Top URLs in Tweet in G4:
[1] https://www.latimes.com/local/lanow/la-me-ln-homeless-housing-hhh-20190320-story.html
[1] https://github.com/kyleykim/R_Scripts/blob/master/la-me-ln-hhh-unequal/script.md
[1] https://twitter.com/kyleykim/status/1108797074185678848
[1] https://www.baltimoresun.com/news/maryland/politics/bs-md-ci-vacant-demolition-20190214-story.html
[1] https://fivethirtyeight.com/features/what-the-fox-knows/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191024

Top URLs in Tweet in G5:
[25] https://english.vilaweb.cat/noticies/how-many-catalans-are-in-favour-of-independence/

Top URLs in Tweet in G6:
[4] https://datajournalismawards.org/projects/atlo-team/
[1] https://twitter.com/i/web/status/1107967084254953472
[1] https://twitter.com/i/web/status/1107972191835049984

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1111691279396671490
[1] https://twitter.com/i/web/status/1110246351462371328
[1] https://twitter.com/i/web/status/1111571795948306432
[1] https://twitter.com/Code4Africa/status/1110888504056311808

Top URLs in Tweet in G8:
[3] https://blog.okfn.org/2019/03/27/new-report-data-journalism-in-tanzania/
[1] https://twitter.com/i/web/status/1111316272833327104
[1] https://www.espon.eu/e-learning-open-data-journalism
[1] https://twitter.com/i/web/status/1110877184145666048
[1] https://blog.okfn.org/2019/03/27/new-report-data-journalism-in-tanzania/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+okfn+%28Open+Knowledge+Foundation+Weblog%29
[1] https://twitter.com/i/web/status/1108323207193526272
[1] https://twitter.com/i/web/status/1110127086197506052

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1108680257442402305
[1] https://www.instagram.com/p/Bviwin7gl0f/?utm_source=ig_twitter_share&igshid=yk3e3rek9ezs
[1] https://twitter.com/i/web/status/1108697336392368128
[1] https://twitter.com/penplusbytes/status/1108675506969473024

Top URLs in Tweet in G10:
[1] https://www.law360.com/articles/1141105/what-s-in-a-judgeship-more-than-meets-the-eye
[1] https://twitter.com/i/web/status/1108835153814667265

Top Domains
Top Domains in Tweet in Entire Graph:
[110] twitter.com
[25] vilaweb.cat
[12] datajournalismawards.org
[11] mailchi.mp
[7] dokuz8haber.net
[5] lnkd.in
[5] medium.com
[4] verigazeteciligi.com
[4] europeandataportal.eu
[4] okfn.org

Top Domains in Tweet in G1:
[11] twitter.com
[8] datajournalismawards.org
[2] ijnet.org
[2] niemanlab.org
[1] europa.eu

Top Domains in Tweet in G2:
[2] datajconf.com
[1] nhs.uk
[1] newslab.ie
[1] diariosur.es
[1] twitter.com

Top Domains in Tweet in G3:
[18] twitter.com
[3] recode.net
[2] gijn.org
[2] medium.com
[1] com.br
[1] vimeo.com
[1] contralacorrupcion.mx
[1] techcrunch.com
[1] tampabay.com
[1] icij.org

Top Domains in Tweet in G4:
[1] latimes.com
[1] github.com
[1] twitter.com
[1] baltimoresun.com
[1] fivethirtyeight.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[25] vilaweb.cat

Top Domains in Tweet in G6:
[4] datajournalismawards.org
[2] twitter.com

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

Top Domains in Tweet in G8:
[4] okfn.org
[4] twitter.com
[1] espon.eu

Top Domains in Tweet in G9:
[3] twitter.com
[1] instagram.com

Top Domains in Tweet in G10:
[1] law360.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[332] datajournalism
[68] ddj
[47] datajournalismawards
[43] data
[36] dataviz
[29] journalism
[19] dokuz8data
[18] html5
[17] datavizualization
[17] opendata



Top Hashtags in Tweet in G1:
[51] datajournalism
[35] datajournalismawards
[28] ddj
[5] datajournalists
[2] europe
[2] data
[1] dja
[1] yay
[1] dataviz

Top Hashtags in Tweet in G2:
[18] journalism
[17] data
[17] computational
[8] datajournalism
[7] ddj
[7] iamcr
[3] datavisualisation
[3] storytelling
[1] ddjucd
[1] malaga

Top Hashtags in Tweet in G3:
[33] datajournalism
[6] journalism
[3] datavisualization
[3] reporting
[3] media
[2] ai
[2] uae
[2] jrnl301
[2] socialmedia
[2] socmed

Top Hashtags in Tweet in G4:
[7] datajournalism
[4] rstats
[2] nuexperience
[2] opendata
[1] dataviz
[1] factchecking
[1] verification
[1] nicar19
[1] nicar
[1] nicar2019

Top Hashtags in Tweet in G5:
[25] datajournalism

Top Hashtags in Tweet in G6:
[4] datajournalism

Top Hashtags in Tweet in G7:
[17] datajournalism
[12] factchecking
[9] verification
[7] networking
[7] wanadata
[3] mombasa
[2] data
[2] citizenscience
[2] mediachallengeacademy
[1] collaboration

Top Hashtags in Tweet in G8:
[15] datajournalism
[5] tanzania
[5] opendata
[3] ddj
[2] taylorswift
[1] factcheck
[1] factchecking
[1] verification

Top Hashtags in Tweet in G9:
[18] datajournalism
[5] newmediahub
[1] mediageneral
[1] innovative
[1] multimediajournalism

Top Hashtags in Tweet in G10:
[8] uscourts
[1] legalnews
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[325] Words in Sentiment List#1: Positive
[72] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11704] Non-categorized Words
[12101] Total Words
[332] #datajournalism
[148] data
[68] #ddj
[48] deadline
[48] see

Top Words in Tweet in G1:
[51] #datajournalism
[36] maid_marianne
[35] #datajournalismawards
[35] deadline
[31] apply
[28] #ddj
[22] data
[19] hey
[17] days
[16] year's

Top Words in Tweet in G2:
[29] bellapalomo
[24] academic
[24] papers
[24] industry
[24] talks
[24] workshops
[18] #journalism
[17] last
[17] days
[17] submit

Top Words in Tweet in G3:
[33] #datajournalism
[10] data
[8] র
[6] #journalism
[6] য
[6] ন
[5] journalists
[5] স
[5] great
[4] ল

Top Words in Tweet in G4:
[16] see
[12] christinezhang
[11] code
[11] data
[9] story
[8] cool
[8] iduncan
[8] front
[8] page
[8] even

Top Words in Tweet in G5:
[25] many
[25] catalans
[25] favour
[25] independence
[25] analysis
[25] joethebrew
[25] #datajournalism
[24] vilaweb_en

Top Words in Tweet in G6:
[23] see
[21] atlatszo
[19] huge
[19] data
[19] digitalize
[19] make
[19] searchable
[19] ready
[19] now
[18] pile

Top Words in Tweet in G7:
[17] #datajournalism
[14] today
[12] #factchecking
[10] kenyaeditors
[9] soila_kenya
[9] #verification
[7] #networking
[7] veritable
[7] tool
[7] collaboration

Top Words in Tweet in G8:
[17] okfn
[15] data
[15] #datajournalism
[10] new
[8] research
[8] state
[7] schoolofdata
[7] open
[7] territorial
[7] espon_programme

Top Words in Tweet in G9:
[19] 3newsgh
[19] penplusbytes
[18] #datajournalism
[13] jamoah2
[11] training
[10] kwamigh
[8] onua951fm
[8] ofosupeasah
[8] trainees
[5] #newmediahub

Top Words in Tweet in G10:
[17] amandajamesnyc
[11] 13
[11] districts
[11] median
[11] number
[11] months
[11] takes
[11] bring
[11] civil
[11] case

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] data,journalism
[25] many,catalans
[25] catalans,favour
[25] favour,independence
[25] independence,analysis
[25] analysis,joethebrew
[25] joethebrew,#datajournalism
[24] academic,papers
[24] papers,industry
[24] industry,talks

Top Word Pairs in Tweet in G1:
[17] maid_marianne,hey
[16] apply,year's
[13] year's,#datajournalismawards
[12] hey,#datajournalism
[12] #datajournalism,folks
[12] folks,setting
[12] setting,up
[12] up,slack
[12] slack,chat
[12] chat,covering

Top Word Pairs in Tweet in G2:
[24] academic,papers
[24] papers,industry
[24] industry,talks
[24] talks,workshops
[17] last,days
[17] days,submit
[17] submit,academic
[17] workshops,iii
[17] iii,european
[17] european,#data

Top Word Pairs in Tweet in G3:
[3] data,journalism
[3] chart,definition
[3] definition,journalist
[3] journalist,changing
[3] changing,#journalism
[3] #journalism,#reporting
[3] #reporting,#media
[2] ভ,ম
[2] ম,কম
[2] কম,প

Top Word Pairs in Tweet in G4:
[8] cool,see
[8] see,iduncan
[8] iduncan,story
[8] story,front
[8] front,page
[8] page,even
[8] even,cooler
[8] cooler,see
[8] see,links
[8] links,data

Top Word Pairs in Tweet in G5:
[25] many,catalans
[25] catalans,favour
[25] favour,independence
[25] independence,analysis
[25] analysis,joethebrew
[25] joethebrew,#datajournalism
[24] vilaweb_en,many

Top Word Pairs in Tweet in G6:
[19] data,digitalize
[19] digitalize,make
[19] make,searchable
[19] searchable,ready
[19] ready,now
[19] now,see
[18] huge,pile
[18] pile,data
[17] atlatszo,huge
[17] see,companies

Top Word Pairs in Tweet in G7:
[9] #factchecking,#verification
[9] #verification,#datajournalism
[7] #networking,veritable
[7] veritable,tool
[7] tool,collaboration
[7] collaboration,few
[7] few,make
[7] make,optimal
[7] optimal,use
[7] use,today

Top Word Pairs in Tweet in G8:
[7] okfn,schoolofdata
[7] state,data
[7] open,territorial
[7] territorial,data
[7] data,#datajournalism
[7] #datajournalism,espon_programme
[7] espon_programme,launched
[7] portal,monitor
[7] monitor,analyse
[6] data,journalism

Top Word Pairs in Tweet in G9:
[11] #datajournalism,training
[10] jamoah2,kwamigh
[5] 1st,series
[5] series,#datajournalism
[4] day,2
[4] 2,#datajournalism
[4] training,underway
[4] underway,#newmediahub
[4] #newmediahub,3newsgh
[4] 3newsgh,staff

Top Word Pairs in Tweet in G10:
[11] 13,districts
[11] districts,median
[11] median,number
[11] number,months
[11] months,takes
[11] takes,bring
[11] bring,civil
[11] civil,case
[11] case,trial
[11] trial,more

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@maid_marianne
@bellapalomo
@joethebrew
@vilaweb_en
@atlatszo
@voydorg
@3newsgh
@penplusbytes
@amandajamesnyc
@e2d3org

Top Mentioned in G1:
@maid_marianne
@smfrogers
@geninnovate
@interhacktives
@seapa
@niemanlab
@eu_eurostat
@voxeurop
@ijnet
@journocode

Top Mentioned in G2:
@bellapalomo
@datajconf
@diariosur
@tarakelly
@glynmottershead
@datanewslab
@hmlibrary
@googlenewsinit
@infouma

Top Mentioned in G4:
@christinezhang
@iduncan
@natesilver538
@kyleykim
@fivethirtyeight
@northeastern
@ferhurtado95
@alpertreyes
@soila_kenya
@kenyaeditors

Top Mentioned in G5:
@joethebrew
@vilaweb_en

Top Mentioned in G6:
@atlatszo
@atloteam
@dj_awards
@akosmaroy

Top Mentioned in G7:
@kenyaeditors
@soila_kenya
@eromoselejohna
@co
@code4africa
@theabikus
@imchallengeug
@danielodongo

Top Mentioned in G8:
@okfn
@schoolofdata
@espon_programme
@nuktaafrica
@nuzulack
@internewstanzan
@soila_kenya
@kenyaeditors
@co
@t_s_institute

Top Mentioned in G9:
@3newsgh
@penplusbytes
@jamoah2
@kwamigh
@onua951fm
@ofosupeasah
@adanielnyarko
@theghmediaguru
@3fm927
@africajerry

Top Mentioned in G10:
@amandajamesnyc
@law360

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@aaroncuddeback
@nytimes
@salvad_m
@volkskrant
@wsj
@vedatsamur
@b50
@c_randieri
@machinelearn_d

Top Tweeters in G1:
@lecho
@albertocairo
@nanyjharon
@grjenkin
@puntofisso
@niemanlab
@sophiewarnes
@ijnet
@mwangigithahu
@liliasaul

Top Tweeters in G2:
@diariosur
@sblanco
@simplementeele
@carmelarios
@glynmottershead
@digidickinson
@lauteruel
@infouma
@raulmagallon
@juanjofernandez

Top Tweeters in G3:
@c_randieri
@writerly_dee
@morpheus_mx1
@marcoprat
@sylvainlapoix
@attilabatorfy
@diglisbon
@hatziskostas
@momiperalta
@mariamillennial

Top Tweeters in G4:
@baltimoresun
@clarajeffery
@indeadline
@fivethirtyeight
@palewire
@rstatstweet
@rectorsun
@alpertreyes
@kalanigordon
@abtran

Top Tweeters in G5:
@salvad_m
@nuriallibertatc
@nil_cat1
@cristinadalfo
@annafrancesf
@collectiuemma
@cavallerstjordi
@katalanskt
@bcibada
@fortuny

Top Tweeters in G6:
@inaljnaomi
@carpathviking
@hallie_delahaye
@ivanhoemd
@danict89
@beaki
@atlatszo
@beckyowers
@juteszembe
@andipandi33

Top Tweeters in G7:
@mougendi
@agichana
@mediahangoutng
@muwosilas96
@inspiredkeny
@lotufodunrin
@theabikus
@imchallengeug
@otisky06
@mediacareerngr

Top Tweeters in G8:
@xvlog
@gianlucasgueo
@t_s_institute
@calfactcheck
@okfn
@zahratunda
@acme_uganda
@lebowskiana
@spaghetti_folks
@nuzulack

Top Tweeters in G9:
@3fm927
@tv3_ghana
@onua951fm
@theghmediaguru
@penplusbytes
@bobshmurdagh
@3newsgh
@kwamigh
@africajerry
@3

Top Tweeters in G10:
@law360
@storm24jenkins
@chrisvillani44
@lalawreport
@ejwalters
@msantoni
@alexxlawson
@lauren_castle
@bill__donahue
@dvaughanci