datajournalism, Twitter, 8/13/2019 12:43:47 AM, 206572


FAQ | Problem?

datajournalism_2019-08-12_15-45-19.xlsx
datajournalism_2019-08-12_15-45-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/2YGbuQx
@datajournalism
@datastoriespk1
@gijn
@albertocairo
@j_a_mr
@bbbcccnnn
@jonmendrala
@datascience_cb
@bahareh360
@paulbradshaw

Top hashtags:
#datajournalism
#ddj
#dataviz
#data
#e2d3
#excel
#d3js
#github

Description:
Description
The graph represents a network of 566 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, 12 August 2019 at 22:45 UTC.

The requested start date was Monday, 12 August 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, 21-hour, 47-minute period from Monday, 29 July 2019 at 00:44 UTC to Sunday, 11 August 2019 at 22:32 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 : 566
Unique Edges : 795
Edges With Duplicates : 192
Total Edges : 987
Number of Edge Types : 3
Mentions : 858
Tweet : 112
Replies to : 17
Self-Loops : 112
Reciprocated Vertex Pair Ratio : 0.025706940874036
Reciprocated Edge Ratio : 0.050125313283208
Connected Components : 91
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 257
Maximum Edges in a Connected Component : 570
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.612801
Graph Density : 0.00249538759811126
Modularity : 0.695933
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://interactive.aljazeera.com/aje/2019/plundering-cambodias-forests/index.html
[12] https://datajournalism.com/read/longreads/a-dossier-of-data-journalism-teaching-strategies
[11] https://neo4j.com/blog/graphcast-paradise-papers-follow-the-money
[10] https://robotwritersai.com/2019/07/29/web-traffic-doubles-with-automated-news-stream/
[8] https://www.bbc.co.uk/news/resources/idt-985b9374-596e-4ae6-aa04-7fbcae4cb7ee
[8] https://www.vox.com/a/mass-shootings-america-sandy-hook-gun-violence?utm_medium=social&utm_source=twitter
[6] https://www.agi.it/data-journalism/cocomero_melone_consumo-5956992/news/2019-08-07/
[6] https://twitter.com/datajournalism/status/1157241264728731648
[6] https://signalhfx.ca/standingstill/#.XUnPryDCzkc.twitter
[5] https://mailchi.mp/e8276ca9548b/veri-bulteni

Top URLs in Tweet in G1:
[9] https://datajournalism.com/read/longreads/a-dossier-of-data-journalism-teaching-strategies
[3] https://gijn.org/2019/08/01/gijns-data-journalism-top-10-hong-kong-protests-migration-waves-democratizing-dataviz/
[3] https://gijn.org/2019/08/08/gijns-data-journalism-top-10-visualizing-climate-change-numbers-from-phrases-democratic-donors-moscow-money/
[3] https://datajournalism.com/read/handbook/two/experiencing-data/searchable-databases-as-a-journalistic-product
[2] http://r.ejcnewsletters.vip/mk/mr/AZqZMWg_5Pf-RwAnCVIdo9N97sIjpITFROh_FVOV7EORvu6aGqCx6Z3ADKbJfXjobTF3w8xYE-IkzvMIAQnt-2Xlhfz0HQOeLwX5-_n2BAU
[1] https://onlinejournalismblog.com/2019/05/09/making-data-physical-data-journalism-jobs/
[1] https://twitter.com/i/web/status/1154996673392676864
[1] https://twitter.com/i/web/status/1155803695310757889
[1] https://twitter.com/i/web/status/1156149747196936192
[1] https://junkcharts.typepad.com/junk_charts/2019/07/what-is-a-bad-chart.html

Top URLs in Tweet in G2:
[6] https://signalhfx.ca/standingstill/#.XUnPryDCzkc.twitter
[5] https://mailchi.mp/e8276ca9548b/veri-bulteni
[3] https://mailchi.mp/59f769f37024/veri-bulteni-355269
[3] https://mailchi.mp/934bad84ab2d/veri-bulteni-351741
[3] https://datagifmaker.withgoogle.com/
[3] https://www.nytimes.com/interactive/2019/04/03/world/white-extremist-terrorism-christchurch.html?smid=tw-share
[2] https://mailchi.mp/a7922fde1458/veri-bulteni-37
[2] https://mailchi.mp/49688cf7b48b/veri-bulteni-38
[2] http://mailchi.mp/b914e7041f8e/veri-bulteni-39
[2] https://mailchi.mp/853fd9d74d07/veri-bulteni-348809

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1160253637639249920
[1] https://twitter.com/i/web/status/1156684859475185665
[1] https://medium.com/nightingale/democratizing-visualization-by-lowering-the-barrier-of-entry-c46d30a2ab41
[1] https://twitter.com/ryansagare/status/1158783753768120328
[1] https://twitter.com/datajournalism/status/1157241264728731648

Top URLs in Tweet in G4:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Faugust-edition-data-journalism-c48bcd2efc72
[2] http://napa-cards.net/
[1] https://datajournalism.com/read/handbook/two/doing-issues-with-data/from-coffee-to-colonialism-data-investigations-into-how-the-poor-feed-the-rich
[1] https://twitter.com/i/web/status/1156124718040264704
[1] https://twitter.com/i/web/status/1156457511156736000
[1] https://datajournalism.com/read/longreads/lets-get-physical-how-to-represent-data-through-touch?utm_source=GIJN
[1] https://datajournalism.com/read/longreads/data-journalism-on-the-blockchain
[1] https://www.icij.org/investigations/mauritius-leaks/icij-publishes-list-of-mauritian-companies-used-by-conyers-corporate-clients/
[1] http://news.kbs.co.kr/news/view.do?ncd=4253984
[1] http://news.kbs.co.kr/news/view.do?ncd=4251133

Top URLs in Tweet in G5:
[5] https://twitter.com/datajournalism/status/1157241264728731648

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1156177667571556352
[1] https://twitter.com/fcoel/status/1153812194540183552

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1159978326766903296
[1] https://www.thecoastnews.com/campaign-dollars-for-supervisor-race-come-from-developers-out-of-district/

Top URLs in Tweet in G9:
[16] https://interactive.aljazeera.com/aje/2019/plundering-cambodias-forests/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[71] twitter.com
[23] datajournalism.com
[19] mailchi.mp
[16] aljazeera.com
[11] medium.com
[11] co.uk
[11] neo4j.com
[11] robotwritersai.com
[10] vox.com
[7] agi.it

Top Domains in Tweet in G1:
[14] datajournalism.com
[8] twitter.com
[6] gijn.org
[2] ejcnewsletters.vip
[1] onlinejournalismblog.com
[1] typepad.com
[1] medium.com
[1] github.io

Top Domains in Tweet in G2:
[19] mailchi.mp
[6] signalhfx.ca
[4] datajournalism.com
[3] twitter.com
[3] withgoogle.com
[3] nytimes.com
[1] balochistanreview.com
[1] google.com
[1] ugajobsearch.com
[1] qualtrics.com

Top Domains in Tweet in G3:
[4] twitter.com
[1] medium.com

Top Domains in Tweet in G4:
[7] medium.com
[5] twitter.com
[3] datajournalism.com
[3] co.kr
[2] napa-cards.net
[1] icij.org
[1] co.uk
[1] ria.ru
[1] feedburner.com

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

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

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

Top Domains in Tweet in G9:
[16] aljazeera.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[259] datajournalism
[97] ddj
[64] dataviz
[52] data
[17] e2d3
[17] excel
[17] d3js
[17] github
[17] datavizualization
[17] javascript



Top Hashtags in Tweet in G1:
[26] ddj
[13] data
[13] datajournalism
[6] periodismodedatos
[5] dataviz
[5] teaching
[4] fifaworldcup
[3] journalism
[3] charts
[1] djuk19

Top Hashtags in Tweet in G2:
[37] datajournalism
[14] ddj
[11] aejmc19
[9] dataviz
[5] aã§ä±kveri
[5] opendata
[5] verigazeteciliäÿi
[5] veriokuryazarlä±äÿä±
[5] verigã¶rselleåÿtirme
[5] hamburg

Top Hashtags in Tweet in G3:
[24] datajournalism
[24] dataviz
[24] ddj
[5] datavisualization
[5] datastorytelling
[4] datascience
[4] bigdata
[4] marketing
[4] bi
[4] machinelearning

Top Hashtags in Tweet in G4:
[25] datajournalism
[4] datascience
[3] dataviz
[3] 인사청문20년
[3] 인사청문회
[3] 최초분석
[3] kbs
[3] kbs뉴스
[3] news
[3] kbs데이터저널리즘

Top Hashtags in Tweet in G5:
[4] data

Top Hashtags in Tweet in G6:
[5] coders
[5] datajournalism
[4] trabajoar
[2] data
[1] python
[1] datadelvers
[1] datascience

Top Hashtags in Tweet in G7:
[5] india_free_kashmir
[5] kashmir
[5] indianarmyinkashmir
[5] kashmirunderthreat
[5] indiausingclusterbo

Top Hashtags in Tweet in G8:
[8] datajournalism
[1] data
[1] escondido
[1] crime

Top Hashtags in Tweet in G9:
[16] cambodia
[16] ddj
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[328] Words in Sentiment List#1: Positive
[88] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[11533] Non-categorized Words
[11949] Total Words
[259] #datajournalism
[161] data
[158] ø
[114] datajournalism
[99] ù

Top Words in Tweet in G1:
[85] datajournalism
[35] ð
[34] data
[31] part
[26] journalism
[26] #ddj
[24] think
[24] eldiarioes
[24] _elfaro_
[23] network

Top Words in Tweet in G2:
[37] #datajournalism
[33] ðÿ
[22] bã
[21] data
[16] veri
[14] okumalar
[14] e
[14] postama
[14] gelsin
[14] #ddj

Top Words in Tweet in G3:
[31] data
[25] soon
[24] coming
[24] #datajournalism
[24] #dataviz
[24] mooc
[24] covering
[24] whole
[24] #ddj
[24] process

Top Words in Tweet in G4:
[110] ø
[75] ù
[25] #datajournalism
[12] ùšø
[9] data
[9] øª
[8] øªø
[6] ùšù
[5] ùš
[5] ùˆù

Top Words in Tweet in G5:
[21] data
[21] theeconomist
[20] make
[19] team
[19] charts
[18] datajournalism
[17] themselves
[17] behind
[17] each
[17] one

Top Words in Tweet in G6:
[41] lndata
[24] buscamos
[24] programador
[24] lncreativa
[22] full
[22] stack
[22] sumarse
[22] nuestro
[22] equipo
[20] busqueda

Top Words in Tweet in G7:
[5] thewiebel
[5] #india_free_kashmir
[5] #kashmir
[5] #indianarmyinkashmir
[5] #kashmirunderthreat
[5] #indiausingclusterbo
[5] publicintegrity
[4] j_a_mr
[4] pubâ

Top Words in Tweet in G8:
[12] vs
[8] #datajournalism
[7] new
[7] sandiegocounty
[7] kristindgaspar
[7] olgadiazd3
[6] campaign
[6] dist
[6] 3
[6] supervisor

Top Words in Tweet in G9:
[16] 25
[16] loss
[16] tree
[16] cover
[16] looks
[16] #cambodia
[16] interactive
[16] plundering
[16] cambodia's
[16] forests

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[65] ø,ø
[50] ø,ù
[45] ù,ø
[36] data,journalism
[29] #datajournalism,#dataviz
[27] coming,soon
[27] soon,#datajournalism
[27] #dataviz,mooc
[27] mooc,covering
[27] covering,whole

Top Word Pairs in Tweet in G1:
[24] eldiarioes,_elfaro_
[22] sip,tomorrow's
[22] tomorrow's,coffee
[22] coffee,think
[22] think,network
[22] network,graph
[22] graph,eldiarioes
[22] _elfaro_,part
[21] datajournalism,sip
[15] data,journalism

Top Word Pairs in Tweet in G2:
[14] e,postama
[14] postama,gelsin
[13] gelsin,diyenleri
[11] veri,bã
[11] bã,lteni
[11] sayä,sä
[11] ðÿ,ˆkeyifli
[11] ˆkeyifli,okumalar
[11] ðÿ,bã
[11] bã,lten

Top Word Pairs in Tweet in G3:
[24] coming,soon
[24] soon,#datajournalism
[24] #datajournalism,#dataviz
[24] #dataviz,mooc
[24] mooc,covering
[24] covering,whole
[24] whole,#ddj
[24] #ddj,process
[24] process,free
[24] free,tools

Top Word Pairs in Tweet in G4:
[39] ù,ø
[39] ø,ø
[38] ø,ù
[16] ù,ù
[9] ø,ùšø
[9] ùšø,ù
[9] ø,øª
[5] øªø,ø
[5] ù,ùš
[4] ù,ùšù

Top Word Pairs in Tweet in G5:
[19] data,team
[17] datajournalism,charts
[17] charts,theeconomist
[17] theeconomist,make
[17] make,themselves
[17] themselves,behind
[17] behind,each
[17] each,one
[17] one,dedicated
[17] dedicated,data

Top Word Pairs in Tweet in G6:
[24] lndata,lncreativa
[22] buscamos,programador
[22] programador,full
[22] full,stack
[22] stack,sumarse
[22] sumarse,nuestro
[22] nuestro,equipo
[22] equipo,lndata
[16] busqueda,laboral
[16] laboral,buscamos

Top Word Pairs in Tweet in G7:
[5] thewiebel,#india_free_kashmir
[5] #india_free_kashmir,#kashmir
[5] #kashmir,#indianarmyinkashmir
[5] #indianarmyinkashmir,#kashmirunderthreat
[5] #kashmirunderthreat,#indiausingclusterbo
[5] #indiausingclusterbo,publicintegrity
[4] j_a_mr,thewiebel
[4] publicintegrity,pubâ

Top Word Pairs in Tweet in G8:
[7] new,#datajournalism
[6] #datajournalism,campaign
[6] campaign,sandiegocounty
[6] sandiegocounty,dist
[6] dist,3
[6] 3,supervisor
[6] supervisor,race
[6] race,pitting
[6] pitting,kristindgaspar
[6] kristindgaspar,vs

Top Word Pairs in Tweet in G9:
[16] 25,loss
[16] loss,tree
[16] tree,cover
[16] cover,looks
[16] looks,#cambodia
[16] #cambodia,interactive
[16] interactive,plundering
[16] plundering,cambodia's
[16] cambodia's,forests
[16] forests,#ddj

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@theeconomist
@albertocairo
@eldiarioes
@_elfaro_
@lndata
@lncreativa
@gijn
@bahareh360
@ajlabs

Top Mentioned in G1:
@datajournalism
@eldiarioes
@_elfaro_
@bahareh360
@gijn
@anastasiajourno
@ejcnet
@junkcharts
@belnouha
@googlenewsinit

Top Mentioned in G2:
@voydorg
@kingsjournalism
@fvjones
@ugagrady
@alexanderquon
@welchsuggs
@mariyamsuleman
@geninnovate
@jonmendrala
@evaconstantaras

Top Mentioned in G3:
@albertocairo
@kirkdborne
@datajournalism
@theeconomist
@mirkolorenz

Top Mentioned in G5:
@theeconomist
@datajournalism
@datatheism
@mirkolorenz
@itsracheldobbs
@ku

Top Mentioned in G6:
@lndata
@lncreativa
@momiperalta

Top Mentioned in G7:
@publicintegrity
@j_a_mr
@thewiebel
@publisherswkly
@pubg
@ppppolls
@publichealth
@datajournalism
@niemahanne

Top Mentioned in G8:
@sandiegocounty
@kristindgaspar
@olgadiazd3
@steveahorn
@l
@lawsonremer
@marxjesse
@growsandiegoway
@jill_castellano
@steveputerski

Top Mentioned in G9:
@ajlabs

Top Mentioned in G10:
@essentialgot
@gameofupdates
@thronesupdate
@gameofpolls
@got_cast
@maisie_williams
@datajournalism
@odsc
@datasciencectrl
@datasociety

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@rvp
@beritagarid
@bbcnews
@stcom
@skynews
@data_nerd
@damienmulley
@mailonline
@andrewmorrisuk

Top Tweeters in G1:
@andrewmorrisuk
@eldiarioes
@riotta
@zubairabbasi
@travelfish
@_elfaro_
@bbbcccnnn
@margymaclibrary
@grjenkin
@fangelico

Top Tweeters in G2:
@kimfoxwosu
@jonmendrala
@alexanderquon
@geninnovate
@pinardag
@aejmc
@ugagrady
@bertarcher
@_erinmansfield
@smandpbot

Top Tweeters in G3:
@kirkdborne
@albertocairo
@nitinramrap
@straqr
@jkelly3rd
@prosumidorsoc
@candidomtz
@pacehrb
@yanipaper
@viviane41861305

Top Tweeters in G4:
@breveinutile
@observernotes
@wadhhaalbusaidi
@oohrip
@danmichalski
@thatstellar
@kathypennacchio
@rlingle
@stepjauz
@xuxana

Top Tweeters in G5:
@alllibertynews
@theeconomist
@vizworld
@mariia_doc
@fubits
@datatheism
@benson_mwaura
@lornacamposm
@imkevinyoung
@mirkolorenz

Top Tweeters in G6:
@javi2017arg
@lauritula
@mijuiz
@lndata
@juanceriani
@colmanromi
@trabajoarbot
@jesirizzo
@anyperello_ana
@javierkaiser

Top Tweeters in G7:
@stcom
@mailonline
@aa_arabic
@raajje_tv
@publisherswkly
@tahiraatique2
@niemanlab
@publicintegrity
@ppppolls
@taxreformer

Top Tweeters in G8:
@steveahorn
@gili92107
@combsseth
@sandiegocounty
@inewsource
@sandag
@steveputerski
@gregmoran
@marxjesse
@jill_castellano

Top Tweeters in G9:
@thohaali
@tutorcambodia
@sagir42
@nadiaaini4
@kangadang14
@tockwai
@anewstoryteller
@arunprasad_d
@pjmac651
@gunturmahesa2

Top Tweeters in G10:
@data_nerd
@gameofthrones
@datasciencectrl
@odsc
@datasociety
@econdailycharts
@maisie_williams
@gameofupdates
@essentialgot
@got_cast


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.