#ddj OR (data journalism) since:2020-08-010 until:2020-08-17, Twitter, 8/18/2020 4:56:45 PM, 232900


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#ddj OR (data journalism) since:2020-08-10 until:2020-08-17 Twitter NodeXL SNA Map and Report for Tu
#ddj OR (data journalism) since:2020-08-10 until:2020-08-17 Twitter NodeXL SNA Map and Report for Tu
From:
SMRFoundation
Uploaded on:
August 18, 2020
Short Description:
#ddj OR (data journalism) since:2020-08-10 until:2020-08-17 via NodeXL https://bit.ly/316J2qm
@gijn
@paulbradshaw
@jornalismodados
@philninh
@hongkongfp
@vraiangel
@yhkpc
@jmschku
@harry_stevens
@tomgrundy

Top hashtags:
#ddj
#hongkong
#dataviz
#corona
#data

Description:
Description
The graph represents a network of 3,239 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-08-10 until:2020-08-17", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 18 August 2020 at 15:35 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 12-minute period from Monday, 10 August 2020 at 06:10 UTC to Sunday, 16 August 2020 at 23:22 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 : 3239
Unique Edges : 5579
Edges With Duplicates : 846
Total Edges : 6425
Number of Edge Types : 5
Retweet : 1966
MentionsInRetweet : 2616
Replies to : 277
Mentions : 1311
Tweet : 255
Self-Loops : 262
Reciprocated Vertex Pair Ratio : 0.0193315266485998
Reciprocated Edge Ratio : 0.0379298121233605
Connected Components : 379
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 1397
Maximum Edges in a Connected Component : 3793
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.006193
Graph Density : 0.000537954183695049
Modularity : 0.803514
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,239 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-08-010 until:2020-08-17", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 18 August 2020 at 15:35 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 12-minute period from Monday, 10 August 2020 at 06:10 UTC to Sunday, 16 August 2020 at 23:22 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2020-08-010 until:2020-08-17
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:
[481] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/
[169] https://interaktiv.tagesspiegel.de/lab/corona-analyse-in-welchen-regionen-die-zahlen-wieder-steigen/
[85] https://eu.azcentral.com/in-depth/news/local/phoenix/2020/08/10/phoenix-police-use-force-data-black-latino-native-impact/5407299002/
[63] https://forthe.org/journalism/black-cyclists-stopped/
[54] https://gijn.org/2020/08/13/data-journalism-top-10-herd-immunity-calculator-post-covid-offices-back-to-school-jitters/
[54] https://onlinejournalismblog.com/2020/08/11/here-are-the-7-types-of-stories-most-often-found-in-data/
[45] https://gijn.org/2020/08/14/what-were-reading-infodemic-crackdown-tips-on-covering-elections-and-data-journalism-with-r/
[45] https://interaktiv.tagesspiegel.de/lab/wo-in-deutschland-jetzt-wasser-knapp-ist/
[43] https://sentinelksmo.org/more-deception-kdhe-hid-data-to-justify-mask-mandate/
[42] https://www.wsj.com/articles/tiktok-tracked-user-data-using-tactic-banned-by-google-11597176738

Top URLs in Tweet in G1:
[476] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/

Top URLs in Tweet in G2:
[2] https://twitter.com/trbrasil/status/1293605929112539139
[2] https://twitter.com/i/web/status/1293837019429380096
[2] https://twitter.com/i/web/status/1293900457778147328
[2] https://abraji.org.br/abraji-abre-inscricoes-para-2o-domingo-de-dados
[2] https://jornalggn.com.br/memoria/memoria-o-jornal-da-tarde-e-o-jornalismo-de-dados-dos-anos-80-por-luis-nassif/amp/
[2] https://jornalggn.com.br/memoria/memoria-o-jornal-da-tarde-e-o-jornalismo-de-dados-dos-anos-80-por-luis-nassif/
[1] https://twitter.com/i/web/status/1295113516790284290
[1] https://twitter.com/i/web/status/1292812014109241344
[1] https://twitter.com/i/web/status/1292829218385154048
[1] https://twitter.com/i/web/status/1292837747644862465

Top URLs in Tweet in G3:
[166] https://interaktiv.tagesspiegel.de/lab/corona-analyse-in-welchen-regionen-die-zahlen-wieder-steigen/
[44] https://interaktiv.tagesspiegel.de/lab/wo-in-deutschland-jetzt-wasser-knapp-ist/
[1] https://twitter.com/nicolaskb/status/1293819754080280577
[1] https://netzpolitik.org/2020/datenjournalistinnen-fordern-offene-corona-daten/
[1] https://twitter.com/grssnbchr/status/1292705451340181506

Top URLs in Tweet in G4:
[43] https://gijn.org/2020/08/14/what-were-reading-infodemic-crackdown-tips-on-covering-elections-and-data-journalism-with-r/
[34] https://gijn.org/2020/08/13/data-journalism-top-10-herd-immunity-calculator-post-covid-offices-back-to-school-jitters/
[17] https://dataharvest.eu/program-2/
[13] https://gijn.org/2020/08/13/top-10-zhurnalistiki-dannyih-kalkulyator-kollektivnogo-immuniteta-ofisyi-i-shkolyi-posle-covid-infodemiya-v-telegram/
[11] https://www.journaliststoolbox.org/2020/07/01/mapping-and-geocoding-tools/
[7] https://edition.cnn.com/2020/08/09/us/us-citizenship-renounced-data-trnd/index.html
[3] https://projekte.sueddeutsche.de/artikel/digital/corona-krise-die-digitale-infektion-auf-telegram-e302945/?reduced=true
[3] https://www.youtube.com/watch?v=czd3Vs84xhk&t=9s

[3] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/
[2] https://gijn.org/2020/08/11/heres-why-investigative-reporters-need-to-know-knowledge-graphs/

Top URLs in Tweet in G5:
[52] https://onlinejournalismblog.com/2020/08/11/here-are-the-7-types-of-stories-most-often-found-in-data/
[17] https://datajournalism.com/read#VerificationHandbook
[11] https://onlinejournalismblog.com/2020/08/12/3-more-angles-most-often-used-to-tell-data-stories-explorers-relationships-and-bad-data-stories/
[6] https://fivethirtyeight.com/features/how-we-designed-the-look-of-our-2020-forecast/
[6] https://twitter.com/nzzvisuals/status/1294183295861903361
[6] https://pwiweb.uzh.ch/wordpress/blog/2020/08/12/zur-wahl-aufgestellt-das-generische-maskulinum/
[5] https://www.rbb24.de/panorama/beitrag/2020/08/gefluechtete-syrien-afghanistan-brandenburg-berlin.html
[5] https://whova.com/embedded/session/scien2_202010/1144493/
[4] https://www.banffcentre.ca/programs/investigative-journalism-2020?utm_medium=social&utm_source=facebook&utm_campaign=2020-q2-arts-investigative-journalism
[4] https://newsimpact.io/?utm_content=buffer67020&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial

Top URLs in Tweet in G6:
[2] https://www.bbc.co.uk/news/resources/idt-dc2d6e2d-3ab4-42de-8d03-bb7eda5fff8e
[2] http://dlvr.it/RdLrvD
[2] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/
[1] https://twitter.com/sophieelsworth/status/1292605739039469569
[1] https://www.limber.click/1676173
[1] https://www.nytimes.com/interactive/2020/08/06/magazine/fashion-sweatpants.html
[1] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[1] https://www.journalism.co.uk/press-releases/specialist-security-protects-the-construction-of-data-centres-that-serve-the-world/s66/a759257/
[1] https://www.washingtonpost.com/brandstudio/att-business/imagining-the-newsroom-of-tomorrow/
[1] https://www.reuters.com/article/us-australia-media-regulator/australia-to-make-facebook-google-pay-for-news-in-world-first-idUSKCN24V3UP

Top URLs in Tweet in G8:
[38] https://forms.gle/wGabHpmDqSr76oTo6
[10] http://mediacareerng.org/2020/08/13/call-for-campus-campus-data-journalism-ambassadors/
[6] https://gijn.org/2020/08/13/data-journalism-top-10-herd-immunity-calculator-post-covid-offices-back-to-school-jitters/
[2] https://gijn.org/2020/07/31/new-gijn-online-series-starts-september-2020/
[1] https://gijn.org/2020/08/14/what-were-reading-infodemic-crackdown-tips-on-covering-elections-and-data-journalism-with-r/
[1] https://medium.com/dig-awards/how-data-journalism-is-changing-investigative-reporting-b0c4c01ad250?_branch_match_id=link-822320527024542803

Top URLs in Tweet in G9:
[67] https://eu.azcentral.com/in-depth/news/local/phoenix/2020/08/10/phoenix-police-use-force-data-black-latino-native-impact/5407299002/

Top URLs in Tweet in G10:
[62] https://forthe.org/journalism/black-cyclists-stopped/

Top Domains
Top Domains in Tweet in Entire Graph:
[481] hongkongfp.com
[380] twitter.com
[214] tagesspiegel.de
[116] gijn.org
[85] azcentral.com
[69] onlinejournalismblog.com
[66] wsj.com
[63] forthe.org
[48] co.uk
[46] nytimes.com

Top Domains in Tweet in G1:
[476] hongkongfp.com

Top Domains in Tweet in G2:
[141] twitter.com
[4] com.br
[2] org.br
[1] catarse.me

Top Domains in Tweet in G3:
[210] tagesspiegel.de
[2] twitter.com
[1] netzpolitik.org

Top Domains in Tweet in G4:
[92] gijn.org
[17] dataharvest.eu
[11] journaliststoolbox.org
[7] cnn.com
[4] twitter.com
[3] sueddeutsche.de
[3] youtube.com
[3] hongkongfp.com
[3] sched.com
[2] opb.org

Top Domains in Tweet in G5:
[64] onlinejournalismblog.com
[21] datajournalism.com
[17] twitter.com
[6] fivethirtyeight.com
[6] uzh.ch
[5] rbb24.de
[5] whova.com
[4] banffcentre.ca
[4] newsimpact.io
[4] stern.de

Top Domains in Tweet in G6:
[23] twitter.com
[7] freshershome.com
[5] instagram.com
[4] nytimes.com
[4] co.uk
[4] efarmnewsar.com
[3] medium.com
[3] onlinejournalismblog.com
[2] dlvr.it
[2] linkedin.com

Top Domains in Tweet in G8:
[38] forms.gle
[10] mediacareerng.org
[9] gijn.org
[1] medium.com

Top Domains in Tweet in G9:
[67] azcentral.com

Top Domains in Tweet in G10:
[62] forthe.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1076] ddj
[410] hongkong
[257] dataviz
[187] corona
[111] data
[105] datajournalism
[64] journalism
[56] nodejs
[48] datascience
[45] hitzewelle



Top Hashtags in Tweet in G1:
[408] hongkong

Top Hashtags in Tweet in G2:
[448] ddj
[3] dados
[3] jornalismo
[2] jn
[2] dados360
[1] redetvnews

Top Hashtags in Tweet in G3:
[214] ddj
[168] dataviz
[165] corona
[44] hitzewelle
[1] opendata
[1] neuinfektionen

Top Hashtags in Tweet in G4:
[74] ddj
[35] gijn5
[13] dataharvest2020
[11] maps
[9] mapping
[8] dataviz
[7] covid19
[6] eijc20
[6] thread
[5] datajournalism

Top Hashtags in Tweet in G5:
[116] ddj
[52] datajournalism
[30] data
[17] verification
[17] verificationhandbook
[13] dataviz
[8] covid19
[6] datavis
[6] swisscovidapp
[6] infodesign

Top Hashtags in Tweet in G6:
[12] ddj
[11] journalism
[7] data
[5] dj
[5] pioneerdj
[4] djcontroller
[3] mixing
[3] traktordj
[3] nativeinstruments
[3] midicontroller

Top Hashtags in Tweet in G8:
[9] eu4democracyng
[7] datajournalism
[6] ddj
[6] covid19
[6] day2
[6] mediainelections
[6] edodecides2020
[6] eusdgn
[2] iyd2020
[2] dani2020

Top Words
Top Words in Tweet in Entire Graph:
[1930] data
[1333] journalism
[1088] #ddj
[591] support
[587] em
[533] 2019
[513] research
[501] archive
[481] hkfp
[471] 2020

Top Words in Tweet in G1:
[496] data
[496] archive
[476] research
[476] hkfp
[442] support
[442] update
[442] expand
[428] protest
[428] 2019
[428] 2020

Top Words in Tweet in G2:
[575] em
[448] #ddj
[447] dou
[195] dados
[166] jornalismo
[133] jornalismodados
[62] os
[60] uma
[49] pela
[48] comunicação

Top Words in Tweet in G3:
[214] #ddj
[211] die
[208] deutschland
[168] _davidmeidinger
[168] #dataviz
[167] risklayer
[166] wieder
[166] tagesspiegel
[165] #corona
[165] suchen

Top Words in Tweet in G4:
[76] #ddj
[74] journalism
[67] data
[53] র
[44] 10
[42] ন
[38] investigative
[35] #gijn5
[34] ব
[33] в

Top Words in Tweet in G5:
[116] #ddj
[106] data
[68] stories
[56] angles
[56] reading
[54] journalism
[52] #datajournalism
[43] telling
[42] read
[42] used

Top Words in Tweet in G6:
[119] data
[88] journalism
[19] entry
[14] more
[13] media
[12] #ddj
[11] #journalism
[9] news
[9] 2020
[9] registered

Top Words in Tweet in G7:
[87] theeconomist
[87] contradicted
[87] invalidated
[87] data
[87] one
[87] explanation
[87] work
[87] journalism
[87] very
[87] bad

Top Words in Tweet in G8:
[68] data
[68] journalism
[67] dataphyte
[48] campus
[47] journalists
[40] more
[38] calling
[38] application
[38] interested
[38] find

Top Words in Tweet in G9:
[67] outstanding
[67] accountability
[67] journalism
[67] story
[67] phoenix
[67] pd
[67] records
[67] brought
[67] light

Top Words in Tweet in G10:
[124] cyclists
[124] data
[62] black
[62] long
[62] beach
[62] times
[62] more
[62] stopped
[62] suspected
[62] bike

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[447] dou,em
[447] em,#ddj
[445] update,expand
[432] 2019,2020
[411] providing,support
[411] data,2019
[410] hkfp,providing
[410] support,jmschku
[410] jmschku,update
[410] expand,incredibly

Top Word Pairs in Tweet in G1:
[442] update,expand
[428] 2019,2020
[408] hkfp,providing
[408] providing,support
[408] support,jmschku
[408] jmschku,update
[408] expand,incredibly
[408] incredibly,detailed
[408] detailed,#hongkong
[408] #hongkong,protest

Top Word Pairs in Tweet in G2:
[447] dou,em
[447] em,#ddj
[133] jornalismodados,dou
[128] #ddj,jornalismodados
[69] jornalismo,dados
[46] manubordallo,sou
[46] sou,jornalista
[46] jornalista,em
[46] em,formação
[46] formação,pela

Top Word Pairs in Tweet in G3:
[168] #ddj,#dataviz
[167] risklayer,_davidmeidinger
[167] _davidmeidinger,#ddj
[165] mustern,gründen
[164] die,bisherige
[164] bisherige,#corona
[164] #corona,pandemie
[164] pandemie,deutschland
[164] deutschland,zeitraffer
[164] zeitraffer,seit

Top Word Pairs in Tweet in G4:
[42] 10,#ddj
[31] top,10
[30] #gijn5,reading
[24] data,journalism
[24] collaborative,journalism
[17] data,investigative
[17] investigative,collaborative
[16] hong,kong
[15] #ddj,#dataviz
[14] clear,evidence

Top Word Pairs in Tweet in G5:
[43] telling,stories
[37] data,journalism
[30] here's,nice
[30] nice,sunday
[30] sunday,read
[30] read,paulbradshaw
[30] paulbradshaw,analysed
[30] analysed,100
[30] 100,pieces
[30] pieces,#datajournalism

Top Word Pairs in Tweet in G6:
[40] data,journalism
[17] data,entry
[7] visual,data
[6] bbc,visual
[5] journalism,team
[5] work,home
[5] minanashika,company
[5] company,registered
[5] registered,under
[5] under,ministry

Top Word Pairs in Tweet in G7:
[87] theeconomist,contradicted
[87] contradicted,invalidated
[87] invalidated,data
[87] data,one
[87] one,explanation
[87] explanation,work
[87] work,journalism
[87] journalism,very
[87] very,bad
[87] bad,example

Top Word Pairs in Tweet in G8:
[66] data,journalism
[38] dataphyte,calling
[38] calling,application
[38] application,campus
[38] campus,journalists
[38] journalists,interested
[38] interested,data
[38] journalism,find
[38] find,more
[38] more,details

Top Word Pairs in Tweet in G9:
[67] outstanding,accountability
[67] accountability,journalism
[67] journalism,story
[67] story,phoenix
[67] phoenix,pd
[67] pd,records
[67] records,brought
[67] brought,light

Top Word Pairs in Tweet in G10:
[62] black,cyclists
[62] cyclists,long
[62] long,beach
[62] beach,times
[62] times,more
[62] more,stopped
[62] stopped,suspected
[62] suspected,bike
[62] bike,infraction
[62] infraction,white

Top Replied-To
Top Replied-To in Entire Graph:
@dataphyte
@jmschku
@mdavidmacedo
@sarahdingle_
@iyaboawokoya
@rahulkanwal
@gomeschantel
@sokonakazi
@wonegoesweallgo
@redjohnbounds

Top Replied-To in G1:
@jmschku

Top Replied-To in G4:
@washingtonpost
@gijn
@carsasemita
@cathy45836270
@realdonaldtrump
@ingrahamangle
@dataphyte
@datatheism
@suzen

Top Replied-To in G5:
@wonegoesweallgo
@jackpressy101
@davidottewell

Top Replied-To in G8:
@dataphyte

Top Mentioned
Top Mentioned in Entire Graph:
@hongkongfp
@jmschku
@_davidmeidinger
@risklayer
@tagesspiegel
@jornalismodados
@theeconomist
@manubordallo
@kpoulsen
@bobmcmillan

Top Mentioned in G1:
@hongkongfp
@jmschku

Top Mentioned in G2:
@jornalismodados
@manubordallo
@jornalnacional
@escoladedados
@sergiospagnuolo
@lanprimus
@patijabor
@willgomes
@trbrasil
@habbocolorfs

Top Mentioned in G3:
@_davidmeidinger
@risklayer
@tagesspiegel
@mariakotsev
@plateauton

Top Mentioned in G4:
@gijn
@niemanlab
@jbenton
@iandenisjohnson
@theatlantic
@scmpnews
@tmclaughlin3
@storybench
@centercoopmedia
@realdonaldtrump

Top Mentioned in G5:
@paulbradshaw
@barjack
@koa_87
@stehsatz
@sf_89
@ipz_ch
@rbb24
@cragcrest
@jessicamalaty
@sarambsimon

Top Mentioned in G7:
@theeconomist

Top Mentioned in G8:
@dataphyte
@euinnigeria
@jayangbayi
@eceseu
@imesoimeso
@cleenfoundation
@yiaga
@bbcmediaaction
@postgraphics
@washingtonpost

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@_redfrog
@evankirstel
@httweets
@rapplerdotcom
@usalivestrong
@manilabulletin
@guardian
@redetv
@taieb_bot

Top Tweeters in G1:
@_redfrog
@sie_kensou77
@proglocommons
@unetomaterouge
@james_thorburn
@goatrancenet
@krizcpec
@hkdemonow
@sunsplashsun
@wonw080

Top Tweeters in G2:
@odio_nao
@redetv
@89nuncamais
@folha
@uolnoticias
@jornaloglobo
@jovempannews
@correio
@cricamg
@bonassoli

Top Tweeters in G3:
@ap_saegge
@btkrth
@cyrus_mcdugan
@tagesspiegel
@hallopunky
@sabengel4
@motikat
@cocktailrent
@steltenpower
@tijdvooreten

Top Tweeters in G4:
@dcexaminer
@washingtonpost
@cnn
@torontostar
@scmpnews
@tutby
@theatlantic
@faznet
@sz
@estherschindler

Top Tweeters in G5:
@dwatchnews
@viralvideovlogs
@leafwarbler
@dmedialab
@margymaclibrary
@popsci
@rbb24
@newstatesman
@maverickcalgary
@badlibrarian

Top Tweeters in G6:
@jchapman1729
@data_nerd
@hkstream
@freshers_home
@cosmos4u
@albertocairo
@journalismjobs
@journalism
@thedailynumbers
@juxtapositiont

Top Tweeters in G7:
@theeconomist
@onurakilli6
@ahmettiris
@abrahamrealrock
@nejatreisden
@hackan71
@smiletojustice
@ramazandurmazz
@1gptj
@nurbegetene

Top Tweeters in G8:
@bbcnews
@kingbiodun_
@yiaga
@elviseroms
@cleenfoundation
@femimoh
@wilsonmanji
@lotufodunrin
@walejay
@abelakeni

Top Tweeters in G9:
@clayreintucson
@brianpiero
@boundaryseeker
@razzleberry_e
@amluvinit2
@uproar23
@robsramblins
@phxfloaz
@beckstrom68
@eturleye

Top Tweeters in G10:
@rob_camacho_sd
@avfolk
@nwparsons
@spacepootler
@shaunking
@philltastic1
@lockhartjamest
@inezmcampbell
@tex2blue
@sobe_myself


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