#ddj OR (data journalism), Twitter, 7/27/2020 9:53:24 PM, 231191


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#ddj OR (data journalism)_2020-07-27_06-04-07.xlsx
#ddj OR (data journalism)_2020-07-27_06-04-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3g4UwA1
@jornalismodados
@gijn
@niemanlab
@albertocairo
@nytimes
@loreleikelly
@rodrigomenegat
@puddingviz
@pulitzercenter
@gijnru

Top hashtags:
#ddj
#dataviz
#journalism
#infographics
#covid19
#data
#datacenter

Description:
Description
The graph represents a network of 2,934 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 July 2020 at 13:07 UTC.

The requested start date was Monday, 27 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 14-hour, 12-minute period from Monday, 20 July 2020 at 00:28 UTC to Sunday, 26 July 2020 at 14:41 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 : 2934
Unique Edges : 1560
Edges With Duplicates : 4102
Total Edges : 5662
Number of Edge Types : 5
Retweet : 1772
MentionsInRetweet : 2246
Replies to : 175
Mentions : 1165
Tweet : 304
Self-Loops : 324
Reciprocated Vertex Pair Ratio : 0.0254858235106722
Reciprocated Edge Ratio : 0.0497048772910842
Connected Components : 378
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 1182
Maximum Edges in a Connected Component : 2742
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.614657
Graph Density : 0.000374066489708465
Modularity : 0.554874
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 2,934 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 July 2020 at 13:07 UTC.

The requested start date was Monday, 27 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 14-hour, 12-minute period from Monday, 20 July 2020 at 00:28 UTC to Sunday, 26 July 2020 at 14:41 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 : #ddj OR (data journalism)
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:
[59] http://www.thefunctionalart.com/2020/07/new-project-what-if-all-covid-19.html
[23] https://brasil.io/
[21] https://blog.google/outreach-initiatives/google-news-initiative/journalism-emergency-relief-fund-data/
[19] https://gijn.org/2020/07/23/data-journalism-top-10-measuring-mask-use-parental-interruptions-childbirth-woes-indias-low-death-rate/
[18] http://www.susanaperezsoler.com/2018/09/03/alberto-cairo-los-periodistas-deben-aprender-interrogar-los-datos/
[10] https://datosundav.com.ar/claudia-baez-periodismo-de-datos/
[9] https://www.qvv.at/job/visual-journalist/
[7] https://gijn.org/2020/07/24/top-10-zhurnalistiki-dannyih-veroyatnost-nosheniya-masok-pandemicheskie-bedyi-roditeley-i-rozhenits-zagadochno-nizkiy-uroven-smertnosti-ot-covid-v-indii/
[7] https://datacenterfrontier.com/pandemic-spurs-data-center-construction-boom-in-northern-virginia/
[6] https://gijn.org/2020/07/21/out-of-africa-powering-up-geo-journalism-for-investigative-environmental-reporting/

Top URLs in Tweet in G1:
[2] https://www.iol.co.za/news/opinion/its-all-about-the-money-how-the-daily-mavericks-shielding-of-the-corrupt-new-dawn-erodes-credible-journalism--b1bf8d98-7ada-419c-aee3-ed70aabb25f0

Top URLs in Tweet in G2:
[3] https://www.sbt.com.br/jornalismo/sbt-brasil/noticia/145472-eua-acusam-chineses-de-roubar-dados-sobre-vacinas-contra-covid-19
[3] https://twitter.com/jornalnacional/status/1286470568896798725
[3] https://gijn.org/2020/07/16/data-journalism-top-10-covid-19-racial-inequity-cash-for-the-connected-africas-silent-epidemic-amazon-safety/
[2] https://tontorres.com/jornalismo/isoj-2020-primeiro-dia-jornalismo-dadps/
[2] https://gijn.org/2020/07/23/data-journalism-top-10-measuring-mask-use-parental-interruptions-childbirth-woes-indias-low-death-rate/
[2] https://www.youtube.com/watch?v=Phd_9XIVYpc&feature=youtu.be

[1] https://www.metropoles.com/brasil/quais-possiveis-adversarios-de-bolsonaro-em-2022-mais-engajam-no-twitter
[1] https://www.metropoles.com/brasil/forcas-armadas-pagaram-r-26-milhoes-a-empresas-de-militares-da-ativa
[1] https://twitter.com/i/web/status/1287382559450705921
[1] https://twitter.com/i/web/status/1286309845906456580

Top URLs in Tweet in G3:
[17] https://gijn.org/2020/07/23/data-journalism-top-10-measuring-mask-use-parental-interruptions-childbirth-woes-indias-low-death-rate/
[7] https://gijn.org/2020/07/24/top-10-zhurnalistiki-dannyih-veroyatnost-nosheniya-masok-pandemicheskie-bedyi-roditeley-i-rozhenits-zagadochno-nizkiy-uroven-smertnosti-ot-covid-v-indii/
[6] https://gijn.org/2020/07/21/out-of-africa-powering-up-geo-journalism-for-investigative-environmental-reporting/
[4] https://journalistsresource.org/studies/politics/ads-public-opinion/margin-error-journalists-surveys-polls/
[4] http://www.verigazeteciligi.com/veri-egitiminin-de-oldugu-seffaflikyazokulu-basvurusu-uzatildi/
[3] https://gijn.org/2020/07/16/top-10-zhurnalistiki-dannyih-tihaya-epidemiya-koronavirusnaya-nalichka-i-retseptyi-vizualizatsii-covid-19/
[3] https://twitter.com/kadinyazilimci/status/1286766917311770625
[3] https://forms.gle/q9UuJMjWGZBvXZty9
[3] http://www.verigazeteciligi.com/excel-fonksiyonlari-icin-rehber/
[3] http://www.verigazeteciligi.com/koronavirus-haberleri-icin-cevrim-icin-egitim/

Top URLs in Tweet in G4:
[4] https://www.niemanlab.org/2020/07/journalists-are-suffering-mental-health-consequences-from-covering-covid-19-according-to-a-new-survey/
[4] https://www.youtube.com/watch?v=czd3Vs84xhk&t=9s

[1] https://www.journaliststoolbox.org/category/public-records/

Top URLs in Tweet in G5:
[1] https://fivethirtyeight.com/features/white-neighborhoods-have-more-access-to-covid-19-testing-sites/
[1] https://pathwisepartners.com/blog/pollster-nate-silvers-brilliant-accuracy
[1] https://fivethirtyeight.com/videos/an-interview-with-dr-anthony-fauci/

Top URLs in Tweet in G6:
[5] https://blog.google/outreach-initiatives/google-news-initiative/journalism-emergency-relief-fund-data/
[2] http://TwoCircles.net
[2] http://www.5wgraphics.com
[2] https://5wgraphicsblog.com/2020/07/21/open-for-registration-our-next-infographics-and-dataviz-online-workshop/
[2] http://snv.abcxyz.de:5252/sihum.html
[2] https://blog.google/outreach-initiatives/google-news-initiative/journalism-emergency-relief-fund-data/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/alexmcdaniel/status/1284699459117621252
[1] https://twitter.com/camillalong/status/1284770178685952000
[1] https://bachpanexpress.com/webinar-on-data-journalism/
[1] https://trends.e-strategyblog.com/2020/07/16/twitter-instagram-news-source/34362/?utm_source=dynamic&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Twitter%20vs%20Instagram%20As%20A%20News%20Source%2C%202014-2020

Top URLs in Tweet in G7:
[6] https://pulitzercenter.org/data-journalism-grants
[2] https://www.nytimes.com/interactive/2020/07/23/magazine/climate-migration.html?referringSource=articleShare
[2] https://warninggraphiccontent.tumblr.com/post/624503919657222144/24-july-2020
[1] https://twitter.com/Code4Africa/status/1285485066785820677
[1] https://pulitzercenter.org/reporting/about-our-climate-migration-model?utm_medium=Social&utm_source=Twitter&utm_campaign=AboutClimateMigrationModel
[1] https://pulitzercenter.org/blog/pulitzer-center-announces-new-data-journalism-opportunity?utm_medium=Social&utm_source=Twitter&utm_campaign=DataJournalismOpp
[1] https://twitter.com/NYTmag/status/1286283530507517954
[1] https://www.nytimes.com/interactive/2020/07/23/magazine/climate-migration.html
[1] https://features.propublica.org/climate-migration/model-how-climate-refugees-move-across-continents/
[1] https://www.nytimes.com/interactive/2020/07/23/magazine/climate-migration.html?smid=tw-nytmag&smtyp=cur

Top URLs in Tweet in G8:
[1] https://twitter.com/puddingviz/status/1286357135161466882
[1] https://www.rbb24.de/wirtschaft/thema/2020/coronavirus/beitraege_neu/2020/07/arbeit-naehe-risiko-lohn-kurzarbeit.html

Top URLs in Tweet in G9:
[54] http://www.thefunctionalart.com/2020/07/new-project-what-if-all-covid-19.html
[1] https://daserste.ndr.de/panorama/archiv/2020/Absurd-Hoehere-Mieten-auch-dank-Mietpreisbremse,mietpreisbremse336.html

Top URLs in Tweet in G10:
[1] https://twitter.com/TW_NoArmy/status/1285224704249217025

Top Domains
Top Domains in Tweet in Entire Graph:
[261] twitter.com
[59] thefunctionalart.com
[44] gijn.org
[42] datacenterfrontier.com
[30] blog.google
[23] brasil.io
[18] susanaperezsoler.com
[18] verigazeteciligi.com
[13] nytimes.com
[13] youtube.com

Top Domains in Tweet in G1:
[2] co.za

Top Domains in Tweet in G2:
[166] twitter.com
[5] gijn.org
[4] com.br
[2] metropoles.com
[2] tontorres.com
[2] isoj.org
[2] youtube.com
[1] globo.com
[1] facebook.com
[1] meionorte.com

Top Domains in Tweet in G3:
[38] gijn.org
[18] verigazeteciligi.com
[10] twitter.com
[4] journalistsresource.org
[4] substack.com
[3] r-bloggers.com
[3] nytimes.com
[3] forms.gle
[2] flowingdata.com
[2] ac.uk

Top Domains in Tweet in G4:
[4] niemanlab.org
[4] youtube.com
[1] journaliststoolbox.org

Top Domains in Tweet in G5:
[2] fivethirtyeight.com
[1] pathwisepartners.com

Top Domains in Tweet in G6:
[26] twitter.com
[9] blog.google
[3] efarmnewsar.com
[2] ac.uk
[2] twocircles.net
[2] aecnewstoday.com
[2] medium.com
[2] nytimes.com
[2] 5wgraphics.com
[2] 5wgraphicsblog.com

Top Domains in Tweet in G7:
[8] pulitzercenter.org
[4] nytimes.com
[3] twitter.com
[2] tumblr.com
[1] propublica.org

Top Domains in Tweet in G8:
[1] twitter.com
[1] rbb24.de

Top Domains in Tweet in G9:
[54] thefunctionalart.com
[1] ndr.de

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[736] ddj
[120] dataviz
[84] journalism
[63] infographics
[46] covid19
[42] data
[34] datacenter
[28] datajournalism
[24] isoj2020
[22] corona



Top Hashtags in Tweet in G2:
[420] ddj
[16] isoj2020
[2] aprovafundeb
[2] journalism
[2] periodismodedatos
[1] fantastico
[1] jornalismoseguro
[1] safejournalism
[1] ddjbr
[1] jornalismo

Top Hashtags in Tweet in G3:
[93] ddj
[25] journalism
[16] dataviz
[16] datajournalism
[16] verigazeteciliği
[10] covid19
[9] veriokuryazarlığı
[9] oakesaward
[8] investigative
[7] vg

Top Hashtags in Tweet in G4:
[5] ddj
[4] dataviz
[3] foia
[3] whistleblowers
[1] publicrecords
[1] datajournalism

Top Hashtags in Tweet in G5:
[1] statistics
[1] journalism

Top Hashtags in Tweet in G6:
[25] ddj
[12] journalism
[8] dataviz
[6] covid19
[5] data
[5] news
[4] infographics
[4] datavisualization
[4] motiongraphics
[4] informationdesign

Top Hashtags in Tweet in G7:
[6] data
[6] journalism
[6] grants
[4] ddj
[4] dataviz
[4] opendata
[2] coronavirus
[1] datajournalism
[1] covid19
[1] africa

Top Hashtags in Tweet in G8:
[2] ddj
[1] ai
[1] ml
[1] isoj2020
[1] dataviz

Top Hashtags in Tweet in G9:
[55] ddj
[54] dataviz
[54] infographics
[1] datavisualization
[1] datajournalism
[1] python

Top Hashtags in Tweet in G10:
[1] valimai
[1] thalaajith

Top Words
Top Words in Tweet in Entire Graph:
[1082] data
[1047] journalism
[736] #ddj
[448] em
[409] dou
[342] propaganda
[339] daily
[339] maverick
[339] sizwe
[326] write

Top Words in Tweet in G1:
[339] daily
[339] maverick
[339] propaganda
[339] sizwe
[323] oppenheimer
[323] stellenbosch
[323] funded
[323] owned
[323] serbian
[323] branko

Top Words in Tweet in G2:
[447] em
[420] #ddj
[409] dou
[169] dados
[163] jornalismo
[154] jornalismodados
[52] os
[25] uma
[23] não
[22] eu

Top Words in Tweet in G3:
[93] #ddj
[88] data
[80] gijn
[60] journalism
[41] 10
[39] য
[36] investigative
[34] ন
[34] র
[30] top

Top Words in Tweet in G4:
[165] study
[161] early
[161] results
[161] mental
[161] health
[161] journalists
[161] covering
[161] pandemic
[161] worrisome
[161] reuters

Top Words in Tweet in G5:
[161] data
[160] journalism
[159] more
[159] people
[158] involved
[158] massive
[158] amount
[158] analysis
[158] reporting
[158] visual

Top Words in Tweet in G6:
[100] data
[76] journalism
[25] #ddj
[14] news
[12] #journalism
[12] world
[10] one
[10] around
[9] publishers
[8] more

Top Words in Tweet in G7:
[45] pulitzercenter
[29] data
[28] journalism
[26] people
[24] go
[23] world
[22] today
[22] barely
[22] livable
[22] hot

Top Words in Tweet in G8:
[53] friendly
[53] reminder
[53] always
[53] accepting
[53] pitches
[53] freelancers
[53] collaborators
[53] experience
[53] levels
[52] puddingviz

Top Words in Tweet in G9:
[55] #ddj
[54] albertocairo
[54] project
[54] covid
[54] 19
[54] victims
[54] neighbors
[54] #dataviz
[54] #infographics
[53] #data

Top Words in Tweet in G10:
[48] add
[47] excellent
[47] bro
[47] adding
[47] pts
[47] posting
[47] personal
[47] ac
[47] same
[47] website

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[408] dou,em
[408] em,#ddj
[339] daily,maverick
[339] propaganda,sizwe
[323] maverick,oppenheimer
[323] oppenheimer,stellenbosch
[323] stellenbosch,funded
[323] funded,owned
[323] owned,serbian
[323] serbian,branko

Top Word Pairs in Tweet in G1:
[339] daily,maverick
[339] propaganda,sizwe
[323] maverick,oppenheimer
[323] oppenheimer,stellenbosch
[323] stellenbosch,funded
[323] funded,owned
[323] owned,serbian
[323] serbian,branko
[323] branko,brkic
[323] brkic,write

Top Word Pairs in Tweet in G2:
[408] dou,em
[408] em,#ddj
[154] jornalismodados,dou
[146] #ddj,jornalismodados
[80] jornalismo,dados
[18] os,dados
[12] #ddj,rodrigomenegat
[12] crflamenguismo,será
[12] será,ninguém
[12] ninguém,central

Top Word Pairs in Tweet in G3:
[31] 10,#ddj
[30] data,journalism
[30] top,10
[17] gijn,top
[14] data,analysis
[13] investigative,site
[13] site,oxciej
[13] oxciej,uses
[13] analysis,collaboration
[12] looking,job

Top Word Pairs in Tweet in G4:
[161] early,results
[161] results,study
[161] study,mental
[161] mental,health
[161] health,journalists
[161] journalists,covering
[161] covering,pandemic
[161] pandemic,worrisome
[161] worrisome,reuters
[146] niemanlab,early

Top Word Pairs in Tweet in G5:
[158] involved,massive
[158] massive,amount
[158] amount,data
[158] data,analysis
[158] analysis,reporting
[158] reporting,visual
[158] visual,journalism
[158] journalism,more
[158] more,ton
[158] ton,very

Top Word Pairs in Tweet in G6:
[28] data,journalism
[8] around,world
[6] emergency,funding
[6] funding,means
[6] means,publishers
[6] publishers,around
[5] data,visualization
[5] journalism,data
[4] data,journalists
[4] investigative,journalism

Top Word Pairs in Tweet in G7:
[27] data,journalism
[22] today,world
[22] world,barely
[22] barely,livable
[22] livable,hot
[22] hot,zone
[22] zone,2070
[22] 2070,portion
[22] portion,go
[22] go,19

Top Word Pairs in Tweet in G8:
[53] friendly,reminder
[53] reminder,always
[53] always,accepting
[53] accepting,pitches
[53] pitches,freelancers
[53] freelancers,collaborators
[53] collaborators,experience
[53] experience,levels
[52] puddingviz,friendly
[9] wenig,lohn

Top Word Pairs in Tweet in G9:
[54] project,covid
[54] covid,19
[54] 19,victims
[54] victims,neighbors
[54] neighbors,#dataviz
[54] #dataviz,#infographics
[54] #infographics,#ddj
[53] albertocairo,project
[53] #ddj,#data
[4] hoch,liegen

Top Word Pairs in Tweet in G10:
[47] excellent,bro
[47] bro,adding
[47] adding,add
[47] add,pts
[47] pts,posting
[47] posting,personal
[47] personal,ac
[47] ac,same
[47] same,website
[46] pjkumar2008,excellent

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@landnoli
@micahcohen
@niemanlab
@jornalismodados
@gijn
@albertocairo
@puddingviz
@pulitzercenter
@learning2getby
@pjkumar2008

Top Mentioned in G1:
@landnoli
@confessionwhite

Top Mentioned in G2:
@jornalismodados
@rodrigomenegat
@crflamenguismo
@jotainfo
@alexandre
@isoj2020
@rest_ufmg
@ducroquet
@abraji
@agencialupa

Top Mentioned in G3:
@gijn
@oxciej
@washingtonpost
@dagmedyaveri
@opendemocracy
@nytimes
@columbiajourn
@cijindia
@wildeye_news
@gijnafrica

Top Mentioned in G4:
@niemanlab
@vcolliver
@journtoolbox

Top Mentioned in G5:
@micahcohen
@natesilver538
@fivethirtyeight

Top Mentioned in G6:
@aecnewstoday
@tcnlive
@deepdow11597852
@workonline44

Top Mentioned in G7:
@pulitzercenter
@marinawalkerg
@propublica
@nytmag
@abrahml
@islandfella
@meridithkohut
@warninggraphicc
@nesta_uk
@cfpdata

Top Mentioned in G8:
@puddingviz
@halukamb
@mikegrantme

Top Mentioned in G9:
@albertocairo
@edeljoe
@the_claus
@ndr
@wdr_volos
@ject_ai

Top Mentioned in G10:
@pjkumar2008

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@odio_nao
@ez4u2say_janis
@russelltim151
@dgendvil
@joannecangal
@indianexpress
@gmanews
@paulstewartii
@pauloparmm

Top Tweeters in G1:
@lekohd_
@nkanyiso_ngqulu
@landnoli
@lakhilakhi5
@refilweafrica
@tboz_90
@mxo1
@simphiwe_chef
@indworldthinker
@tanzieotsile

Top Tweeters in G2:
@pauloparmm
@jlfleite
@jornaloglobo
@estadao
@escritor4
@oneandonlyjiaer
@afp
@hiroseandre
@grupometropole
@mjcoffeeholick

Top Tweeters in G3:
@dgendvil
@nytimes
@washingtonpost
@nayasala
@avonan
@thedailybeast
@vedatsamur
@rstatstweet
@franksowa1
@moazzamali9

Top Tweeters in G4:
@miss_placed_
@rebellegrrl
@binderfaith1
@samlitzinger
@vivs1man
@mathewi
@lizl_genealogy
@shabbosgoy
@sincerely_steff
@shmarya

Top Tweeters in G5:
@ansisegle
@sailorpsy
@marciw10
@dummieyblondiey
@smartdissent
@rvngrammy
@srubenfeld
@doesuu11
@adakcharley
@nykimchi

Top Tweeters in G6:
@gilmored85
@do6986
@mwdsly
@themediamentor
@rsr108
@comite_c
@basementvegan
@workonline44
@tcnlive
@aecnewstoday

Top Tweeters in G7:
@bbcnews
@davelevinthal
@propublica
@mcc01778
@leighmunsil
@marbasch
@amartinezwsj
@carlzimmer
@indira_l
@universewx

Top Tweeters in G8:
@marina_ilona
@just_jdreaming
@nolabookfair
@rbb24
@heimatneue
@vboykis
@kristinhenry
@weischoice
@friendlyashley
@ameliasbrain

Top Tweeters in G9:
@mabelgasca
@steltenpower
@albertocairo
@dhmontgomery
@msoares
@catreonot
@ndr
@datasciencebot_
@mariia_doc
@designers_union

Top Tweeters in G10:
@satheeshrr19
@maneesmankatha
@tpy_official
@im_nirmal07
@charming_thala
@vinayag01441975
@tttwitzzz
@thalaarmy10
@steveroger__
@kabali_0309


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