#ddj OR (data journalism), Twitter, 12/30/2020 3:42:27 PM, 244420


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#ddj OR (data journalism)_2020-12-30_06-28-01.xlsx
#ddj OR (data journalism)_2020-12-30_06-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/2Ju8vUL
@econdailycharts
@theeconomist
@gijn
@19thnews
@albertocairo
@adamgriffiths
@datajournalism
@pinardag
@abc
@alexselbyb

Top hashtags:
#ddj
#covid19
#wikileaks
#dataviz
#journalism
#datajournalism
#data

Description:
Description
The graph represents a network of 2,716 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 Wednesday, 30 December 2020 at 14:32 UTC.

The requested start date was Monday, 28 December 2020 at 01:01 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, 23-hour, 39-minute period from Monday, 21 December 2020 at 01:17 UTC to Monday, 28 December 2020 at 00:56 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 : 2716
Unique Edges : 1462
Edges With Duplicates : 4313
Total Edges : 5775
Number of Edge Types : 5
Tweet : 280
Retweet : 2029
MentionsInRetweet : 2786
Replies to : 147
Mentions : 533
Self-Loops : 292
Reciprocated Vertex Pair Ratio : 0.0147874306839187
Reciprocated Edge Ratio : 0.029143897996357
Connected Components : 335
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 1209
Maximum Edges in a Connected Component : 3175
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.99876
Graph Density : 0.000446708272646645
Modularity : 0.548046
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,716 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 Wednesday, 30 December 2020 at 14:32 UTC.

The requested start date was Monday, 28 December 2020 at 01:01 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, 23-hour, 39-minute period from Monday, 21 December 2020 at 01:17 UTC to Monday, 28 December 2020 at 00:56 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:
[56] https://gijn.org/2020/12/21/data-journalism-top-10-for-2020/
[39] https://econ.trib.al/TvihFSH
[34] https://econ.trib.al/btCYppb
[22] https://datajournalism.com/read/longreads/covid-19-data-journalism
[19] http://the-shape-of-dreams.com
[12] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[10] https://twitter.com/econdailycharts/status/1342825786844327937
[10] https://www.nzz.ch/schweiz/corona-in-der-schweiz-wie-covid-19-unser-leben-veraendert-hat-ld.1588566
[9] https://gijn.org/2020/12/21/top-10-ddj-2020-covid-19-spasenie-nila-forma-snov-i-vizualizatsii-dlya-daltonikov/
[9] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/

Top URLs in Tweet in G1:
[38] https://econ.trib.al/TvihFSH
[34] https://econ.trib.al/btCYppb
[9] https://twitter.com/econdailycharts/status/1342825786844327937
[3] https://twitter.com/petesherlock79/status/1341430131064270849
[1] https://econ.trib.al/PT5zcO9
[1] https://econ.trib.al/tmk0vY0
[1] https://econ.trib.al/S9VSZx9
[1] https://infographics.economist.com/2020/job-data-journalist/
[1] https://twitter.com/ONSrecruitment/status/1341340219027689475
[1] https://twitter.com/alexselbyb/status/1341015584687976453

Top URLs in Tweet in G2:
[1] https://twitter.com/rukmini/status/1340947844518178818

Top URLs in Tweet in G3:
[51] https://gijn.org/2020/12/21/data-journalism-top-10-for-2020/
[19] http://the-shape-of-dreams.com
[12] https://datajournalism.com/read/longreads/covid-19-data-journalism
[9] https://gijn.org/2020/12/21/top-10-ddj-2020-covid-19-spasenie-nila-forma-snov-i-vizualizatsii-dlya-daltonikov/
[6] https://www.behance.net/gallery/110024405/Stolen-paintings
[6] https://www.designboom.com/design/real-world-map-niel-r-kaye-12-14-2020/?utm_source=designboom+weekly&utm_medium=email&utm_campaign=this+animated+map+shows+the+real+size+of+each+country
[5] http://www.verigazeteciligi.com/veri-gazeteciligi-covid19-konferansinin-tum-oturumlari-erisime-acildi/
[4] http://www.verigazeteciligi.com/cikmaz-sokaklar-endeksi/
[4] https://blog.datawrapper.de/colorblind-check/
[4] https://www.journaliststoolbox.org/2020/12/21/writing_with_numbers/

Top URLs in Tweet in G4:
[5] https://econ.trib.al/k0duGbY
[4] https://econ.trib.al/W4hWGbR
[1] https://econ.trib.al/mmj5azA
[1] https://econ.trib.al/BHLt7RF
[1] https://econ.trib.al/REG4U9w
[1] http://chasecarbon.com/?id=2309782&240703a6

Top URLs in Tweet in G5:
[2] https://19thnews.org/19th-news-data-visuals-reporter-job-posting/
[1] https://19thnews.org/19th-news-digital-producer-job-posting/
[1] https://19thnews.org/19th-news-breaking-news-editor-job-posting/
[1] https://19thnews.org/19th-news-breaking-news-reporter-job-posting/
[1] https://go.umd.edu/MasterJournalism

Top URLs in Tweet in G6:
[1] https://www.cnbctv18.com/agriculture/majority-of-indians-support-new-farm-laws-want-protests-to-be-called-off-news18-network-survey-finds-7784941.htm
[1] https://twitter.com/IndiaSpeaksPR/status/1341046746697371648

Top URLs in Tweet in G7:
[7] https://datajournalism.com/read/longreads/covid-19-data-journalism
[4] https://gijn.org/2020/12/21/data-journalism-top-10-for-2020/
[3] https://www.journalism.co.uk/vocational-skills-study/data-journalism-masterclass/s43/a770212/
[3] https://twitter.com/AlexSelbyB/status/1341015584687976453
[2] https://opportunitieshub.org/khadijah-bawa-bags-pau-smc-solutions-and-data-journalism-award/
[2] https://twitter.com/Rukmini/status/1340947844518178818
[2] https://www.rawstory.com/trump-rally-nevada/
[2] https://tweetedtimes.com/jemoraz?s=tnp
[2] https://www.instagram.com/accounts/login/
[1] https://www.dailynews24.ng/2020/12/21/khadija-bawas-bags-pau-smc-solutions-and-data-journalism-award/

Top URLs in Tweet in G8:
[1] https://twitter.com/psylvester25/status/1342277049331937280
[1] https://fair.org/extra/amplifying-officials-squelching-dissent/
[1] https://www.mediareform.org.uk/blog/a-secret-australia-why-julian-assanges-own-country-ignored-him-and-wikileaks-exposes

Top URLs in Tweet in G9:
[2] https://trib.al/DSlpHJS
[2] https://trib.al/RU4WDDl
[1] https://trib.al/Ntd7uFd
[1] https://trib.al/0wUjloN
[1] https://econ.trib.al/TvihFSH

Top URLs in Tweet in G10:
[3] https://indianexpress.com/article/education/bba-in-family-business-to-pg-diploma-in-data-journalism-op-jindal-launches-seven-unique-courses-7114852/
[2] https://jgu.edu.in/blog/2020/12/22/o-p-jindal-global-university-launches-7-new-academic-programmes-for-admissions-2021/
[1] https://twitter.com/gijn/status/1342077817195003907

Top Domains
Top Domains in Tweet in Entire Graph:
[95] trib.al
[79] twitter.com
[71] gijn.org
[29] datacenterfrontier.com
[26] datajournalism.com
[21] medium.com
[19] the-shape-of-dreams.com
[17] youtube.com
[15] co.uk
[15] verigazeteciligi.com

Top Domains in Tweet in G1:
[75] trib.al
[14] twitter.com
[1] economist.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[65] gijn.org
[19] the-shape-of-dreams.com
[15] verigazeteciligi.com
[13] datajournalism.com
[9] behance.net
[7] youtube.com
[6] designboom.com
[5] twitter.com
[5] journaliststoolbox.org
[4] nytimes.com

Top Domains in Tweet in G4:
[12] trib.al
[1] chasecarbon.com

Top Domains in Tweet in G5:
[5] 19thnews.org
[1] umd.edu

Top Domains in Tweet in G6:
[1] cnbctv18.com
[1] twitter.com

Top Domains in Tweet in G7:
[29] twitter.com
[10] datajournalism.com
[4] co.uk
[4] gijn.org
[3] tweetedtimes.com
[3] rawstory.com
[2] com.ng
[2] opportunitieshub.org
[2] medium.com
[2] niemanlab.org

Top Domains in Tweet in G8:
[1] twitter.com
[1] fair.org
[1] org.uk

Top Domains in Tweet in G9:
[7] trib.al

Top Domains in Tweet in G10:
[3] indianexpress.com
[2] edu.in
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[298] ddj
[113] covid19
[80] wikileaks
[76] dataviz
[59] journalism
[54] datajournalism
[39] data
[32] julianassange
[31] rstats
[27] catalunya



Top Hashtags in Tweet in G1:
[30] rstats
[5] ddj
[4] covid19
[3] datavis
[2] opendata
[2] opengov
[2] dataethics
[1] datajournalism

Top Hashtags in Tweet in G3:
[173] ddj
[62] covid19
[61] dataviz
[39] datajournalism
[21] luandaleaks
[13] datavisualization
[13] açıkveri
[6] data
[6] veriokuryazarlığı
[6] verigazeteciliği

Top Hashtags in Tweet in G4:
[2] ddj
[1] datajournalism
[1] covid19

Top Hashtags in Tweet in G5:
[1] dataviz
[1] ddj
[1] merrillmasters

Top Hashtags in Tweet in G7:
[19] ddj
[4] journalism
[4] pioneerdj
[3] dj
[2] retrospective2020
[2] retrospectiva2020
[2] analytics
[2] tech
[2] dataviz
[2] ddj400

Top Hashtags in Tweet in G8:
[80] wikileaks
[32] julianassange

Top Hashtags in Tweet in G10:
[14] jgu
[14] admissions2021
[1] ddj
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[2535] data
[1636] journalism
[579] hiring
[423] journalist
[383] theeconomist
[316] team
[298] #ddj
[272] models
[271] build
[270] statistical

Top Words in Tweet in G1:
[591] data
[372] theeconomist
[323] journalism
[186] hiring
[170] team
[168] join
[154] journalist
[127] economist's
[127] starting
[126] come

Top Words in Tweet in G2:
[253] data
[252] journalism
[246] way
[246] becoming
[246] scariest
[246] phrase
[246] english
[246] language
[245] indiaspeakspr
[104] over

Top Words in Tweet in G3:
[173] #ddj
[156] 2020
[143] data
[137] gijn
[124] 10
[108] journalism
[94] top
[90] year
[62] #covid19
[61] #dataviz

Top Words in Tweet in G4:
[457] data
[225] econdailycharts
[223] journalist
[200] hiring
[199] fluent
[199] build
[199] statistical
[199] models
[199] write
[199] clean

Top Words in Tweet in G5:
[153] data
[150] reporter
[149] job
[149] alert
[149] 19thnews
[149] visuals
[145] journalism
[143] hiring
[143] four
[143] editorial

Top Words in Tweet in G6:
[203] one
[112] data
[110] journalism
[108] rukmini
[102] next
[102] time
[102] teach
[101] class
[101] first
[101] session

Top Words in Tweet in G7:
[113] data
[96] journalism
[19] #ddj
[12] 2020
[11] news
[10] more
[9] global
[9] covid
[8] story
[8] driven

Top Words in Tweet in G8:
[130] journalism
[83] data
[80] #wikileaks
[78] deepa_driver
[48] mainstreamed
[48] profoundly
[48] shaped
[48] global
[48] collaborative
[48] enabled

Top Words in Tweet in G9:
[93] abc
[60] data
[55] journalism
[55] team
[53] bill
[52] calculator
[52] news'
[52] tells
[52] much
[52] expect

Top Words in Tweet in G10:
[44] psychology
[44] fine
[44] arts
[44] finance
[33] academic
[31] entrepreneurship
[30] mpnaveenjindal
[30] jindal
[30] global
[30] university

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1092] data,journalism
[412] data,journalist
[339] journalist,data
[281] hiring,data
[269] build,statistical
[269] statistical,models
[267] fluent,build
[267] models,write
[267] write,clean
[267] clean,copy

Top Word Pairs in Tweet in G1:
[323] data,journalism
[154] data,journalist
[127] join,economist's
[127] economist's,data
[126] hiring,come
[126] come,help
[126] help,theeconomist
[126] theeconomist,create
[126] create,more
[126] more,award

Top Word Pairs in Tweet in G2:
[251] data,journalism
[246] journalism,way
[246] way,becoming
[246] becoming,scariest
[246] scariest,phrase
[246] phrase,english
[246] english,language
[245] indiaspeakspr,data
[52] quote,instead
[52] instead,indian

Top Word Pairs in Tweet in G3:
[94] top,10
[85] data,journalism
[80] 10,#ddj
[63] 2020,top
[48] gijn,2020
[32] 2020,important
[32] important,year
[32] year,#datajournalism
[32] #datajournalism,#covid19
[32] #covid19,shown

Top Word Pairs in Tweet in G4:
[223] data,journalist
[223] journalist,data
[199] fluent,build
[199] build,statistical
[199] statistical,models
[199] models,write
[199] write,clean
[199] clean,copy
[199] copy,hiring
[199] hiring,data

Top Word Pairs in Tweet in G5:
[149] job,alert
[149] data,visuals
[149] visuals,reporter
[143] journalism,job
[143] alert,19thnews
[143] 19thnews,hiring
[143] hiring,four
[143] four,editorial
[143] editorial,positions
[143] positions,including

Top Word Pairs in Tweet in G6:
[108] data,journalism
[102] next,time
[101] rukmini,next
[101] time,teach
[101] teach,class
[101] class,data
[101] journalism,first
[101] first,session
[101] session,one
[101] one,slide

Top Word Pairs in Tweet in G7:
[52] data,journalism
[8] covid,19
[6] data,driven
[6] investigative,journalism
[5] journalism,data
[4] journalism,award
[4] journalism,top
[4] top,10
[4] 10,2020
[4] 2020,covid

Top Word Pairs in Tweet in G8:
[78] deepa_driver,#wikileaks
[48] #wikileaks,mainstreamed
[48] mainstreamed,data
[48] data,journalism
[48] journalism,profoundly
[48] profoundly,shaped
[48] shaped,global
[48] global,collaborative
[48] collaborative,journalism
[48] journalism,enabled

Top Word Pairs in Tweet in G9:
[55] data,journalism
[53] journalism,team
[52] calculator,abc
[52] abc,news'
[52] news',data
[52] team,tells
[52] tells,much
[52] much,expect
[52] expect,receive
[52] receive,covid

Top Word Pairs in Tweet in G10:
[44] psychology,fine
[44] fine,arts
[44] arts,finance
[31] finance,entrepreneurship
[30] jindal,global
[30] global,university
[30] university,launches
[30] launches,academic
[30] academic,programmes
[30] programmes,psychology

Top Replied-To
Top Replied-To in Entire Graph:
@rukmini
@m_atty1
@timesnow
@gurmanbhatia
@janashortal
@seifertespn
@jbalametov
@autotrader_uk
@dan_kp
@reeveskd

Top Replied-To in G1:
@theeconomist

Top Replied-To in G2:
@shaunaksa
@elmihiro
@kesaridhwaj
@harry_vish

Top Replied-To in G3:
@nytimes
@rencapman
@mikiebarb
@nytgraphics
@datajournalism
@apoorva_nyc
@joeyakan

Top Replied-To in G4:
@econdailycharts

Top Replied-To in G6:
@rukmini
@bong_hustle
@somnath1978
@theonedit

Top Replied-To in G8:
@psylvester25

Top Mentioned
Top Mentioned in Entire Graph:
@theeconomist
@indiaspeakspr
@econdailycharts
@19thnews
@amzam
@gijn
@alexselbyb
@rukmini
@deepa_driver
@abc

Top Mentioned in G1:
@theeconomist
@alexselbyb
@thomas_mock
@econdailycharts
@england_rob_
@rellyab
@datajournalism
@puntofisso
@natashaloder

Top Mentioned in G2:
@indiaspeakspr
@elmihiro
@firezstarter1
@prasannavishy
@kesaridhwaj
@learning_pt
@mohaljoshi
@shaunaksa

Top Mentioned in G3:
@gijn
@datajournalism
@fedfragapane
@googletrends
@icijorg
@risj_oxford
@nodexl
@sz
@nytimes
@pinardag

Top Mentioned in G4:
@econdailycharts
@theeconomist
@alexselbyb
@jaredlander
@pirhoo
@datajournalism

Top Mentioned in G5:
@19thnews
@amzam
@yuncod
@theeconomist
@albertocairo
@mattcdata
@merrillcollege
@howardcenterumd

Top Mentioned in G6:
@rukmini
@somnath1978
@rajeshwaran
@saahilmenghani

Top Mentioned in G7:
@baphometx
@youngies
@yuichy02

Top Mentioned in G8:
@deepa_driver
@mtaibbi

Top Mentioned in G9:
@abc
@theeconomist
@abcworldnews
@nightline

Top Mentioned in G10:
@mpnaveenjindal
@jindalglobaluni
@ieeducation_job
@jsbfjgu
@jslh_jgu
@jsaa_jgu
@gijn
@fedfragapane

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@falconhamada_90
@cnnnews18
@madanabhat
@rosenchild
@world_news_eng
@vinodshadija
@_silversmith
@eraser
@morgfair

Top Tweeters in G1:
@falconhamada_90
@rosenchild
@marconavarrolor
@humbertozamorar
@riyadhalrifai
@marita30706158
@giuliog
@rstatstweet
@marxculture
@taerivetted

Top Tweeters in G2:
@madanabhat
@vinodshadija
@traveller_makk
@vikas1689
@samir_patil
@akshaychandorka
@gurujeegayabh
@tiru_2000
@neergopal
@jusclickme

Top Tweeters in G3:
@genghisgalahad2
@nytimes
@dwatchnews
@africaupdates
@nayasala
@vedatsamur
@berard_mike
@financialtimes
@garychun
@themainepain

Top Tweeters in G4:
@joshspero
@conjja
@jazzmanahn
@syawal
@jmlopezzafra
@mistercreek
@alfredonarvaez
@thijsniks
@tomdrabowicz
@kcarruthers

Top Tweeters in G5:
@_silversmith
@keithmfitz
@1jasliz
@orchidlady303
@chrisgeidner
@carloseats
@phil_lewis_
@sylviab26189116
@kalifornijay
@sejorg

Top Tweeters in G6:
@waseemqadiri
@raisinaseries
@guru9899
@rubusmubu
@almostinfamous
@makgaubalak
@pri1us
@ratinvirgo
@usmaniqaiser
@gmk07

Top Tweeters in G7:
@eraser
@baphometx
@mediabot
@faully33
@yancyfaith
@mea_gulpa
@marcpolitik
@saladeprensa
@joehick58
@aaron_r_hall

Top Tweeters in G8:
@dingabelle
@sergimagugliani
@sydnets
@malkabethwendy
@jaraparilla
@stillawake
@greekemmy
@mlvalentino1
@bbfrompa
@andrewfeinstein

Top Tweeters in G9:
@oldlady12345
@world_news_eng
@morgfair
@govsherazkhan
@jayoung1892
@lorisums
@lorettabower3
@mikereesem
@abc
@50smag

Top Tweeters in G10:
@mikedesai
@bexxmodd
@tarundsnaol
@ankitgarg_inc
@popasmedia
@sharma0013
@viveksinghania2
@mpnaveenjindal
@ksouvik
@pradepkohli_inc


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