#ddj OR (data journalism) since:2021-07-12 until:2021-07-19, Twitter, 7/19/2021 8:54:33 AM, 258714


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#ddj OR (data journalism) since:2021-07-12 until:2021-07-19 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2021-07-12 until:2021-07-19 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
July 19, 2021
Short Description:
#ddj OR (data journalism) since:2021-07-12 until:2021-07-19 via NodeXL https://bit.ly/3hUlePf
@gijn
@akademie_abp
@margymaclibrary
@econdailycharts
@theeconomist
@pinardag
@tagesspiegel
@martinstabe
@ftdata
@hesselmann

Top hashtags:
#ddj
#dataviz
#rstats
#journalism

Description:
Description
The graph represents a network of 2,089 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-12 until:2021-07-19", 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 Monday, 19 July 2021 at 08:37 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 9-minute period from Monday, 12 July 2021 at 00:03 UTC to Sunday, 18 July 2021 at 23:12 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 : 2089
Unique Edges : 2976
Edges With Duplicates : 352
Total Edges : 3328
Number of Edge Types : 5
Retweet : 1294
MentionsInRetweet : 1042
Mentions : 604
Tweet : 233
Replies to : 155
Self-Loops : 247
Reciprocated Vertex Pair Ratio : 0.0339462517680339
Reciprocated Edge Ratio : 0.0656634746922025
Connected Components : 330
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 657
Maximum Edges in a Connected Component : 1579
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.86918
Graph Density : 0.000670360527411418
Modularity : 0.809465
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,089 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-12 until:2021-07-19", 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 Monday, 19 July 2021 at 08:37 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 9-minute period from Monday, 12 July 2021 at 00:03 UTC to Sunday, 18 July 2021 at 23:12 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:2021-07-12 until:2021-07-19
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[215] https://popular.info/subscribe
[176] https://hongkongfp.com/2021/07/15/hong-kong-prosecutors-call-data-on-banned-protest-slogan-irrelevant-as-journalism-scholar-testifies-in-first-national-security-trial/
[74] https://gijn.org/2021/07/16/data-journalism-top-10-chinas-gene-data-norways-terror-indias-sugar-space-tourism/
[56] https://ft.com/job
[42] https://amp.zdf.de/nachrichten/politik/corona-inzidenz-steigt-vierte-welle-100.html
[37] https://interaktiv.tagesspiegel.de/lab/social-media-dashboard-bundestagswahl-2021/
[33] https://www.nytimes.com/2021/07/14/technology/facebook-data.html
[25] https://twitter.com/RoyalStatSoc/status/1415635950630277124
[20] https://www.metropoles.com/brasil/empresas-de-ex-militares-receberam-r-610-milhoes-da-defesa-desde-2018
[20] https://popular.info/

Top URLs in Tweet in G1:
[215] https://popular.info/subscribe
[20] https://popular.info/
[1] https://popular.info/susbcribe

Top URLs in Tweet in G2:
[55] https://ft.com/job
[24] https://twitter.com/RoyalStatSoc/status/1415635950630277124
[19] https://econ.trib.al/3MIEJcd
[18] https://econ.trib.al/cvLlNWS
[16] https://econ.trib.al/HyXXROh
[11] https://econ.trib.al/oZtM8dy
[9] https://www.azizfoundation.org.uk/2021/07/aziz-foundation-extends-scholarships-deadline-to-26-july/
[9] https://www.city.ac.uk/prospective-students/courses/postgraduate/data-journalism
[8] https://econ.trib.al/6zxG7SF
[5] https://twitter.com/jburnmurdoch/status/1415643400372690948

Top URLs in Tweet in G3:
[170] https://hongkongfp.com/2021/07/15/hong-kong-prosecutors-call-data-on-banned-protest-slogan-irrelevant-as-journalism-scholar-testifies-in-first-national-security-trial/

Top URLs in Tweet in G4:
[60] https://gijn.org/2021/07/16/data-journalism-top-10-chinas-gene-data-norways-terror-indias-sugar-space-tourism/
[9] https://docs.google.com/forms/d/e/1FAIpQLSeyRf-jrR550t8-FvVdv9DccvEdQOQn7m08wRD7H7a8TOKCMQ/viewform
[8] https://datajournalism.com/read/handbook/two/organising-data-journalism/open-source-coding-practices-in-data-journalism
[7] https://gijn.org/2021/07/16/top-10-ddj-geneticheskie-dannyie-terakt-v-norvegii-indiyskiy-sahar-i-kosmicheskiy-turizm/
[6] https://gijn.org/2021/07/13/tips-for-building-a-database-for-investigations/
[6] https://gijn.org/2021/07/09/top-10-ddj-hot-dogi-programmy-vyimogateli-i-samyie-zharkie-mesta-planety/
[6] http://www.verigazeteciligi.com/veri-denetleme-araci-data-proofer/
[5] https://gijn.org/2021/07/09/data-journalism-top-10-hot-dogs-ransomware-earths-hottest-places-miami-building-collapse-bezos-empire/
[5] https://veribulteni.voyd.org.tr/e-book/
[4] https://www.smh.com.au/national/nsw/eight-graphs-which-explain-sydney-s-covid-19-outbreak-20210715-p58a1e.html

Top URLs in Tweet in G5:
[5] https://www.rawstory.com/secession/
[4] https://hongkongfp.com/2021/07/15/hong-kong-prosecutors-call-data-on-banned-protest-slogan-irrelevant-as-journalism-scholar-testifies-in-first-national-security-trial/
[2] https://www.mvyl-associates.com/blog/2021/5/27/ai-and-journalism
[2] https://www.analyticsinsight.net/top-data-journalism-courses-one-should-opt-for-in-2021/
[2] https://redvince.wordpress.com/2021/07/16/data-journalism-top-10-chinas-gene-data-norways-terror-indias-sugar-space-tourism-global-investigative-journalism-network/
[2] https://www.theguardian.com/news/2021/jul/18/viktor-orban-using-nso-spyware-in-assault-on-media-data-suggests
[1] https://twitter.com/JohnKlein_/status/1414354498114310144
[1] https://karriere.testberichte.de/job/redaktions-volontaer-mdw/
[1] https://www.carlapedret.cat/data-journalism-ddj-data-journalists-journalism-datavis/
[1] https://twitter.com/clarionledger/status/1414555139462115329

Top URLs in Tweet in G6:
[36] https://interaktiv.tagesspiegel.de/lab/social-media-dashboard-bundestagswahl-2021/
[18] https://twitter.com/Tagesspiegel/status/1414574778460131333
[10] https://jobs.swmh.de/VacanciesIntraxData/2652/Description/1
[7] https://twitter.com/nrecherche/status/1414885925017071651
[3] https://projekte.sueddeutsche.de/artikel/politik/bundestag-diese-abgeordneten-fehlen-e291979/
[2] https://twitter.com/FvCastell/status/1415950491318693891
[2] https://netzwerkrecherche.org/termine/konferenzen/fachkonferenzen/scicar-2021/scicar-2021-call-for-papers/
[2] https://twitter.com/nrecherche/status/1399694112157310976
[2] https://blog.datawrapper.de/data-vis-dispatch-july-6-2021/
[2] https://twitter.com/lisacrost/status/1412493354437390343

Top URLs in Tweet in G7:
[41] https://amp.zdf.de/nachrichten/politik/corona-inzidenz-steigt-vierte-welle-100.html
[2] https://www.propublica.org/nerds/collaborative-data-journalism-guide

Top URLs in Tweet in G8:
[8] https://econ.trib.al/49v0PIu
[6] https://econ.trib.al/LLfCLpO
[6] https://github.com/j-lillis/Tidy-Tuesday/blob/main/Animal%20Rescues%20(29-06-2021)/animal_rescues.R
[6] https://github.com/rfordatascience/tidytuesday/blob/master/data/2021/2021-06-29/readme.md
[6] https://raw.githubusercontent.com/j-lillis/Tidy-Tuesday/main/Animal%20Rescues%20(29-06-2021)/animal_rescues_plot.png
[4] https://econ.trib.al/sRuWG2X
[3] https://warninggraphiccontent.tumblr.com/post/656805556040925184/16-july-2021
[2] https://econ.trib.al/v5jvKgG
[2] https://econ.trib.al/k42FWJM

Top URLs in Tweet in G9:
[16] https://github.com/mtdukes/how-to
[8] https://twitter.com/pampanilla/status/1416163693830803458
[7] https://condenast.wd5.myworkdayjobs.com/en-US/CondeCareers/job/520-3rd-Street-San-Francisco-CA/Service-Writer--WIRED_R-05762

Top URLs in Tweet in G10:
[26] https://www.nytimes.com/2021/07/14/technology/facebook-data.html

Top Domains
Top Domains in Tweet in Entire Graph:
[236] popular.info
[176] hongkongfp.com
[166] twitter.com
[108] gijn.org
[99] trib.al
[56] ft.com
[42] zdf.de
[38] tagesspiegel.de
[37] nytimes.com
[36] datacenterfrontier.com

Top Domains in Tweet in G1:
[236] popular.info

Top Domains in Tweet in G2:
[75] trib.al
[55] ft.com
[36] twitter.com
[9] puntofisso.net
[9] org.uk
[9] ac.uk
[4] medium.com
[4] co.uk
[4] eventbrite.com
[3] myworkdayjobs.com

Top Domains in Tweet in G3:
[170] hongkongfp.com

Top Domains in Tweet in G4:
[91] gijn.org
[17] verigazeteciligi.com
[13] twitter.com
[13] google.com
[9] datajournalism.com
[7] mailchi.mp
[7] medium.com
[5] org.tr
[4] com.au
[4] flourish.studio

Top Domains in Tweet in G5:
[23] twitter.com
[7] rawstory.com
[4] hongkongfp.com
[3] theguardian.com
[2] gijn.org
[2] journalism.org
[2] medium.com
[2] nytimes.com
[2] co.uk
[2] mvyl-associates.com

Top Domains in Tweet in G6:
[37] tagesspiegel.de
[31] twitter.com
[10] swmh.de
[3] sueddeutsche.de
[2] netzwerkrecherche.org
[2] datawrapper.de
[1] zdf.de
[1] gijn.org

Top Domains in Tweet in G7:
[41] zdf.de
[2] propublica.org

Top Domains in Tweet in G8:
[22] trib.al
[12] github.com
[6] githubusercontent.com
[3] tumblr.com

Top Domains in Tweet in G9:
[16] github.com
[8] twitter.com
[7] myworkdayjobs.com

Top Domains in Tweet in G10:
[26] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[489] ddj
[113] dataviz
[71] rstats
[65] journalism
[53] corona
[49] datajournalism
[36] bundestagswahl2021
[30] datacenter
[27] rssawards
[27] data



Top Hashtags in Tweet in G2:
[103] ddj
[61] rstats
[26] rssawards
[16] dataviz
[9] journalism
[8] data
[5] design
[5] sixquestionsqos
[4] opendata
[4] databeers

Top Hashtags in Tweet in G4:
[137] ddj
[45] dataviz
[30] datajournalism
[13] verigazeteciliği
[11] gijc21
[11] açıkveri
[10] journalism
[9] verigörselleştirme
[8] covid19
[8] veriokuryazarlığı

Top Hashtags in Tweet in G5:
[8] ddj
[6] journalism
[3] datajournalism
[3] media
[2] transparency
[2] dj
[2] pioneer
[2] artificialintelligence
[2] ai
[2] datascience

Top Hashtags in Tweet in G6:
[86] ddj
[35] bundestagswahl2021
[22] dataviz
[10] ux
[10] ui
[9] scicar
[3] bundestag
[2] datascience
[2] statistics
[1] corona

Top Hashtags in Tweet in G7:
[41] corona
[41] ddj

Top Hashtags in Tweet in G8:
[9] dataviz
[9] ddj
[6] tidytuesday
[6] rstats
[6] ggplot2
[3] data
[2] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[1613] data
[1326] journalism
[522] more
[497] #ddj
[455] sign
[290] 10
[274] full
[263] newsletter
[259] research
[254] analysis

Top Words in Tweet in G1:
[450] sign
[426] more
[235] data
[235] newsletter
[235] accountability
[235] journalism
[215] analysis
[203] 10
[203] continue
[203] update

Top Words in Tweet in G2:
[242] data
[151] team
[125] journalism
[125] join
[103] #ddj
[82] ftdata
[71] apply
[66] re
[64] deadline
[64] questions

Top Words in Tweet in G3:
[170] journalism
[170] prof
[170] defends
[170] research
[170] banned
[170] liberate
[170] hong
[170] kong
[170] slogan
[170] prosecutors

Top Words in Tweet in G4:
[143] #ddj
[125] data
[73] 10
[58] top
[58] journalism
[49] #dataviz
[35] gijn
[32] #datajournalism
[31] veri
[30] world

Top Words in Tweet in G5:
[110] data
[101] journalism
[16] more
[12] news
[10] years
[9] one
[8] #ddj
[8] media
[8] covid
[8] 17

Top Words in Tweet in G6:
[86] #ddj
[70] viel
[53] live
[42] welche
[41] die
[38] zeigt
[37] analyse
[36] social
[36] media
[36] interaktive

Top Words in Tweet in G7:
[41] die
[41] zahl
[41] #corona
[41] neuinfektionen
[41] wächst
[41] schnell
[41] seit
[41] beginn
[41] welle
[41] oktober

Top Words in Tweet in G8:
[37] data
[23] journalism
[12] join
[12] team
[12] another
[11] design
[10] july
[10] 18th
[10] knowledge
[10] adobe

Top Words in Tweet in G9:
[48] journalism
[33] data
[32] tips
[16] still
[16] adding
[16] slowly
[16] cheat
[16] sheet
[16] update
[16] batch

Top Words in Tweet in G10:
[26] virtually
[26] big
[26] story
[26] journalists
[26] academics
[26] published
[26] rise
[26] anti
[26] vaccine
[26] qanon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[408] data,journalism
[235] sign,newsletter
[235] accountability,journalism
[208] more,data
[203] 10,continue
[203] continue,update
[203] update,thread
[203] thread,more
[203] data,becomes
[203] becomes,available

Top Word Pairs in Tweet in G1:
[235] sign,newsletter
[235] accountability,journalism
[203] 10,continue
[203] continue,update
[203] update,thread
[203] thread,more
[203] more,data
[203] data,becomes
[203] becomes,available
[203] available,miss

Top Word Pairs in Tweet in G2:
[105] data,journalism
[80] ftdata,team
[67] journalism,team
[58] data,journalist
[57] job,alert
[57] journalist,join
[57] join,ftdata
[57] team,london
[57] #ddj,#rstats
[55] alert,deadline

Top Word Pairs in Tweet in G3:
[170] journalism,prof
[170] prof,defends
[170] defends,research
[170] research,banned
[170] banned,liberate
[170] liberate,hong
[170] hong,kong
[170] kong,slogan
[170] slogan,prosecutors
[170] prosecutors,call

Top Word Pairs in Tweet in G4:
[57] top,10
[53] 10,#ddj
[38] data,journalism
[34] #ddj,#dataviz
[19] uttar,pradesh
[17] india,world
[17] world,second
[17] second,largest
[17] largest,producer
[17] producer,sugar

Top Word Pairs in Tweet in G5:
[42] data,journalism
[8] independent,journalism
[7] raw,story
[7] story,celebrating
[7] celebrating,17
[7] 17,years
[7] years,independent
[5] investigative,journalism
[5] disturbing,data
[5] data,seen'

Top Word Pairs in Tweet in G6:
[36] social,media
[36] interaktive,analyse
[35] offene,debatte
[35] debatte,schlammschlacht
[35] schlammschlacht,läuft
[35] läuft,wahlkampf
[35] wahlkampf,#bundestagswahl2021
[35] #bundestagswahl2021,social
[35] media,interaktive
[35] analyse,zeigt

Top Word Pairs in Tweet in G7:
[41] die,zahl
[41] zahl,#corona
[41] #corona,neuinfektionen
[41] neuinfektionen,wächst
[41] wächst,schnell
[41] schnell,seit
[41] seit,beginn
[41] beginn,welle
[41] welle,oktober
[41] oktober,vergangenen

Top Word Pairs in Tweet in G8:
[13] data,journalism
[12] journalism,team
[10] july,18th
[10] knowledge,adobe
[10] adobe,illustrator
[10] illustrator,design
[10] design,skills
[10] skills,interest
[10] interest,data
[10] data,driven

Top Word Pairs in Tweet in G9:
[25] data,journalism
[16] still,adding
[16] adding,slowly
[16] slowly,cheat
[16] cheat,sheet
[16] sheet,tips
[16] tips,data
[16] journalism,update
[16] update,tips
[16] tips,batch

Top Word Pairs in Tweet in G10:
[26] virtually,big
[26] big,story
[26] story,journalists
[26] journalists,academics
[26] academics,published
[26] published,rise
[26] rise,anti
[26] anti,vaccine
[26] vaccine,qanon
[26] qanon,content

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ftdata
@datenrobert
@gijn
@jburnmurdoch
@royalstatsoc
@martinstabe
@sdbernard
@tomhannen
@bobhaslett
@carolinenevitt

Top Mentioned in G1:
@cpadisclosure

Top Mentioned in G2:
@ftdata
@jburnmurdoch
@royalstatsoc
@sdbernard
@tomhannen
@bobhaslett
@carolinenevitt
@officeofjane
@aendra
@martinstabe

Top Mentioned in G4:
@gijn
@third_pole
@opennews
@reuters
@datajournalism
@skynews
@abbottkatz
@georgievpeter
@ryanpitts
@lmuscato

Top Mentioned in G6:
@sz
@js_mainz
@_selina
@suedkurier_news
@tagesspiegel
@lisacrost
@rosemintzers
@datenrobert
@miriescribe

Top Mentioned in G7:
@datenrobert

Top Mentioned in G8:
@baskerhel
@theeconomist
@econdailycharts
@transparencyuk
@nprviz
@amy_borrett
@jamie_d_t
@probonoecon
@fivethirtyeight
@lisahornung_

Top Mentioned in G9:
@aajajcamp

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@serendipitysays
@_redfrog
@sddphoto
@yarosisnancy
@politicalhedge
@andreasandy3131
@inquirerdotnet
@prpnews
@thehill

Top Tweeters in G1:
@yarosisnancy
@mayirmamay14
@bellesapepper37
@netminnow
@sar_oso
@reagancbrown
@lllwry
@multijo1
@aclaysuper
@aquarius1049

Top Tweeters in G2:
@_redfrog
@gr8musicvenues
@mariacabadas
@profhoax__
@bbcnews
@golwgymor
@ana_captures
@dj_legion_one
@craigmatsuda
@gwinniejones

Top Tweeters in G3:
@aoneko77777
@dwatchnews
@proglocommons
@unetomaterouge
@therealbiostate
@hkdemonow
@amiryogi
@xzxzanalazy
@wong666v
@the50person

Top Tweeters in G4:
@viralvideovlogs
@reuters
@skynews
@sinemetuvivere
@nytimes
@samyagdrsti
@washingtonpost
@ricardo_ik_ahau
@financialtimes
@grumpeoldman

Top Tweeters in G5:
@sddphoto
@politicalhedge
@prpnews
@1loriking
@dataaugmented
@foxmental_x
@cbperlenberg
@preachingterp
@marceloindaniel
@twheater2

Top Tweeters in G6:
@scheerenberger
@milatrud11
@tagesspiegel
@motikat
@sz
@musichistorylaw
@pdr2002
@suedkurier_news
@hesselmann
@jorge06803571

Top Tweeters in G7:
@ker8mel
@bewitchedmind
@suzyistdaheim
@cheetah_spotty
@katzundtinte
@rainbowara
@fantasmo_42
@sirablopp
@monbeboy
@norbertruecker

Top Tweeters in G8:
@trabajareuropa
@fivethirtyeight
@rstats4ds
@jwbelmon
@thomas_mock
@gavinfreeguard
@tidytuesday_bot
@notawful
@r4dscommunity
@yerimzwxrhjsky

Top Tweeters in G9:
@cindygallop
@meredithdclark
@joyhuilin
@fo0_
@mkramer
@ellenychang
@eaterofsun
@trasel
@mtdukes
@liliasaul

Top Tweeters in G10:
@kevinrns
@superretroid
@martidimauro
@techmemechatter
@wolfiesmiffed
@dehler45
@alistaircoleman
@pantheralyxx
@back_the_bbc
@librandumafia


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