#ddj OR (data journalism) since:2020-09-21 until:2020-09-28, Twitter, 9/28/2020 8:38:23 AM, 236133


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#ddj OR (data journalism) since:2020-09-21 until:2020-09-28 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2020-09-21 until:2020-09-28 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
September 28, 2020
Short Description:
#ddj OR (data journalism) since:2020-09-21 until:2020-09-28 via NodeXL https://bit.ly/3j91aGZ
@icijorg
@gelliottmorris
@cijournalism
@paulbradshaw
@edconwaysky
@umarhassan96
@gijn
@jskstanford
@gijnru
@jornalismodados

Top hashtags:
#ddj
#dataviz
#covid19
#fincenfiles

Description:
Description
The graph represents a network of 3,135 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-09-21 until:2020-09-28", 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, 28 September 2020 at 07:53 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 18-minute period from Monday, 21 September 2020 at 00:37 UTC to Sunday, 27 September 2020 at 23:55 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 : 3135
Unique Edges : 4690
Edges With Duplicates : 973
Total Edges : 5663
Number of Edge Types : 5
Replies to : 275
Mentions : 1115
Tweet : 350
Retweet : 2023
MentionsInRetweet : 1900
Self-Loops : 359
Reciprocated Vertex Pair Ratio : 0.0262478485370052
Reciprocated Edge Ratio : 0.0511530398322851
Connected Components : 405
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 1641
Maximum Edges in a Connected Component : 3616
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.836158
Graph Density : 0.000485491735953564
Modularity : 0.792179
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,135 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-09-21 until:2020-09-28", 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, 28 September 2020 at 07:53 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 18-minute period from Monday, 21 September 2020 at 00:37 UTC to Sunday, 27 September 2020 at 23:55 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:2020-09-21 until:2020-09-28
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:
[196] https://www.icij.org/investigations/fincen-files/confidential-clients/
[137] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[70] https://gijn.org/2020/09/24/data-journalism-top-10-mapping-the-pandemic-shrinking-japan-data-recipes-extreme-temps-google-election-searches-fincen-files/
[70] http://www.icij.org/investigations/fincen-files/confidential-clients/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[69] https://twitter.com/Femi_Sorry/status/1308157691769036800
[56] https://dowjonesnewsfund.org/news/student-invited-to-apply-for-summer-2021/
[44] https://metro.co.uk/2020/09/23/huge-rise-in-women-and-girls-going-to-hospital-for-physical-mental-or-sexual-abuse-13313166/
[44] https://www.youtube.com/watch?v=3cMF284cLKc

[43] https://niemanreports.org/articles/diversity-in-investigative-journalism/
[40] https://www.ft.com/content/61dccfaa-0871-48a2-80ac-dbe6d5b5b5f8

Top URLs in Tweet in G1:
[192] https://www.icij.org/investigations/fincen-files/confidential-clients/
[69] http://www.icij.org/investigations/fincen-files/confidential-clients/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[31] https://www.icij.org/investigations/fincen-files/mining-sars-data/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[17] https://www.icij.org/investigations/fincen-files/mining-sars-data
[10] https://gijn.org/2020/09/24/data-journalism-top-10-mapping-the-pandemic-shrinking-japan-data-recipes-extreme-temps-google-election-searches-fincen-files/
[5] https://www.washingtonpost.com/education/feared-covid-outbreaks-in-schools-yet-to-arrive-early-data-shows/2020/09/23/0509bb84-fd22-11ea-b555-4d71a9254f4b_story.html
[3] https://www.icij.org/investigations/fincen-files/global-banks-defy-u-s-crackdowns-by-serving-oligarchs-criminals-and-terrorists/
[2] https://www.icij.org/investigations/fincen-files/explore-the-fincen-files-data/
[1] https://www.icij.org/inside-icij/2019/12/finding-data-and-hope-in-journalism-in-the-middle-east/
[1] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/

Top URLs in Tweet in G2:
[129] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[46] https://gijn.org/2020/09/24/data-journalism-top-10-mapping-the-pandemic-shrinking-japan-data-recipes-extreme-temps-google-election-searches-fincen-files/
[40] https://www.ft.com/content/61dccfaa-0871-48a2-80ac-dbe6d5b5b5f8
[28] https://www.ft.com/content/b9653470-8779-4037-86ad-96edfcd6f3c3
[16] https://datajournalism.com/read
[15] https://www.ft.com/content/6a6bab93-21fc-4bd6-b309-86e394e3869b
[14] https://gijn.org/2020/09/24/top-10-ddj-temperaturnyie-anomalii-skorost-peredachi-covid-19-i-retsept-skrollitellinga/
[9] https://stanford.zoom.us/webinar/register/WN__qqFQeDzSUCn-kVyFjNKOw
[9] https://gijn.org/series/top-10-data-journalism-links/
[8] https://youtu.be/Q5nS-Rv1DT0

Top URLs in Tweet in G3:
[2] https://www.icij.org/investigations/fincen-files/confidential-clients/

Top URLs in Tweet in G4:
[4] http://efarmnewsar.com/?s=wheat
[2] https://twitter.com/JuliaAngwin/status/1308346603498082304
[2] https://dowjonesnewsfund.org/participate/programs/
[2] https://www.youtube.com/watch?v=Fdjaj86Y_As&feature=youtu.be

[2] https://www.scmp.com/business/article/3102926/data-can-add-colour-and-depth-investigative-journalism-sopas-media
[1] https://www.msn.com/en-us/news/us/college-newspaper-reporters-are-the-journalism-heroes-for-the-pandemic-era/ar-BB19cECW?li=BBnb7Kz
[1] https://knightcenter.utexas.edu/equity-ethics-in-data-journalism-mooc-is-now-available-as-a-self-directed-course/
[1] https://www.wlky.com/article/list-these-are-the-best-elementary-schools-in-metro-louisville/34089559
[1] https://twitter.com/fpmarconi/status/1306579095640256512
[1] https://twitter.com/KTULNews/status/1307998011776143362

Top URLs in Tweet in G5:
[2] https://mariliagehrke.com/
[2] https://twitter.com/EscolaDeDados/status/1307399125466525698
[1] https://twitter.com/i/web/status/1308809296050892802
[1] https://twitter.com/i/web/status/1308109155522220033
[1] https://twitter.com/i/web/status/1308114238473289728
[1] https://twitter.com/i/web/status/1308454589495218179
[1] https://twitter.com/i/web/status/1308453903097376768
[1] https://twitter.com/i/web/status/1308461473522495489
[1] https://twitter.com/i/web/status/1308476559993589762
[1] https://twitter.com/i/web/status/1308491689254957058

Top URLs in Tweet in G6:
[55] https://dowjonesnewsfund.org/news/student-invited-to-apply-for-summer-2021/
[10] https://usr58.dayforcehcm.com/CandidatePortal/en-US/gannett/Posting/View/33343
[7] https://www.journalismjobs.com/1661513-investigative-data-reporter-wral-tv
[2] https://dowjonesnewsfund.org/participate/programs/
[1] https://twitter.com/DJNF/status/1308466159830937600
[1] https://twitter.com/mtdukes/status/1308130062982688768

Top URLs in Tweet in G7:
[14] https://mailchi.mp/8c97fc61e29a/unfallatlas-workshop-diesen-montag
[7] https://columbus2020.satrdays.org/
[6] https://smach.github.io/R4JournalismBook/Updates.html#175-more-stories-done-with-r
[5] https://www.tableau.com/community/events/conference
[5] https://twitter.com/GlobeSpotlight/status/1310037269747826688
[3] https://benedict-witzenberger.de/wordpress/2020/09/25/4-tipps-fuer-automatisierte-grafiken-mit-datawrappr-datawrapper/
[3] https://tcij.org/scheduled-training/
[2] https://tcij.org/scheduled-training/investigating-data-with-r-2/
[1] https://www.opensecrets.org/
[1] https://www.followthemoney.org/

Top URLs in Tweet in G10:
[68] https://twitter.com/Femi_Sorry/status/1308157691769036800

Top Domains
Top Domains in Tweet in Entire Graph:
[325] twitter.com
[322] icij.org
[137] stanford.edu
[106] gijn.org
[92] youtube.com
[86] ft.com
[60] dowjonesnewsfund.org
[51] co.uk
[43] niemanreports.org
[36] mediacareerng.org

Top Domains in Tweet in G1:
[315] icij.org
[10] gijn.org
[5] washingtonpost.com
[1] stanford.edu

Top Domains in Tweet in G2:
[129] stanford.edu
[86] ft.com
[78] gijn.org
[17] datajournalism.com
[15] twitter.com
[14] ijnet.org
[9] zoom.us
[9] thibi.recipes
[8] youtu.be
[6] youtube.com

Top Domains in Tweet in G3:
[2] icij.org

Top Domains in Tweet in G4:
[31] twitter.com
[4] efarmnewsar.com
[3] co.uk
[2] soundcloud.com
[2] robotwritersai.com
[2] theguardian.com
[2] coloradoindependent.com
[2] khaltura.com
[2] dowjonesnewsfund.org
[2] youtube.com

Top Domains in Tweet in G5:
[69] twitter.com
[2] mariliagehrke.com
[1] com.br

Top Domains in Tweet in G6:
[57] dowjonesnewsfund.org
[10] dayforcehcm.com
[7] journalismjobs.com
[2] twitter.com

Top Domains in Tweet in G7:
[14] mailchi.mp
[9] twitter.com
[7] satrdays.org
[6] github.io
[5] tableau.com
[5] tcij.org
[3] benedict-witzenberger.de
[2] r-project.org
[2] washingtonpost.com
[1] opensecrets.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1178] ddj
[196] dataviz
[129] covid19
[128] fincenfiles
[96] jskbln
[92] datajourno
[78] datajournalism
[76] istandwithindianfarmers
[67] data
[64] journalism



Top Hashtags in Tweet in G1:
[312] ddj
[119] fincenfiles
[1] coronavirus
[1] jskbln
[1] datajourno

Top Hashtags in Tweet in G2:
[301] ddj
[104] covid19
[103] dataviz
[91] jskbln
[87] datajourno
[45] gistribe
[34] datajournalism
[27] journalists
[23] coronavirus
[22] data

Top Hashtags in Tweet in G3:
[2] ddj

Top Hashtags in Tweet in G4:
[33] thepowerofdata2020
[33] kalaubicarapakaidata
[32] databokscoid
[20] ddj
[16] journalism
[5] thepowerofdata
[4] data
[4] news
[4] seeds
[4] argentina

Top Hashtags in Tweet in G5:
[180] ddj
[8] codabr
[2] research
[2] phdlife
[2] ddjbr
[2] jornalismodedados
[2] liberdadedeexpressão
[1] julianassange
[1] assange
[1] lula

Top Hashtags in Tweet in G6:
[1] ire20

Top Hashtags in Tweet in G7:
[48] ddj
[32] rstats
[22] ire20
[14] unfallatlas
[14] ddjbw
[14] opendata
[14] tidytuesday
[14] ggplot2
[12] everest
[12] climbing

Top Hashtags in Tweet in G8:
[76] istandwithindianfarmers

Top Words
Top Words in Tweet in Entire Graph:
[2658] data
[1798] journalism
[1187] #ddj
[395] former
[323] politicians
[299] reporting
[288] people
[284] explore
[247] news
[242] public

Top Words in Tweet in G1:
[384] former
[312] #ddj
[263] explore
[247] politicians
[206] venezuela
[192] found
[192] banking
[192] secrets
[192] public
[192] figures

Top Words in Tweet in G2:
[302] #ddj
[268] data
[124] reporting
[108] pandemic
[104] #covid19
[103] #dataviz
[101] read
[96] stories
[91] #jskbln
[91] biglocalnews

Top Words in Tweet in G3:
[405] data
[205] journalism
[199] political
[199] people
[198] nice
[198] famous
[198] person
[198] actually
[198] ask
[198] referring

Top Words in Tweet in G4:
[176] data
[123] journalism
[40] jurnalisme
[33] #thepowerofdata2020
[33] #kalaubicarapakaidata
[32] #databokscoid
[23] news
[22] dalam
[20] driven
[20] #ddj

Top Words in Tweet in G5:
[221] em
[180] #ddj
[175] dou
[71] jornalismo
[58] dados
[52] jornalismodados
[44] escoladedados
[24] conferência
[24] brasileira
[23] curso

Top Words in Tweet in G6:
[88] data
[79] journalism
[58] djnf
[58] summer
[57] college
[57] 2021
[57] internship
[57] digital
[57] media
[57] business

Top Words in Tweet in G7:
[62] data
[54] journalism
[53] #ddj
[32] #rstats
[22] #ire20
[18] more
[15] find
[15] wanted
[14] weitersagen
[14] mitmachen

Top Words in Tweet in G8:
[152] find
[76] whatsapp
[76] conversation
[76] between
[76] rhea
[76] sushant
[76] suicide
[76] data
[76] migrants
[76] farmers

Top Words in Tweet in G9:
[61] data
[61] journalism
[57] fatemperor
[57] reporters
[57] michaelyeadon3
[56] terrible
[56] period
[56] broadcast
[56] drilling
[56] down

Top Words in Tweet in G10:
[136] case
[136] questions
[70] journalism
[70] data
[68] ve
[68] misunderstood
[68] purpose
[68] trust
[68] scientists
[68] politicians

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[622] data,journalism
[201] journalism,actually
[200] nice,famous
[200] famous,person
[200] person,political
[200] political,data
[200] actually,ask
[200] ask,people
[200] people,data
[200] data,referring

Top Word Pairs in Tweet in G1:
[192] found,banking
[192] banking,secrets
[192] secrets,politicians
[192] politicians,public
[192] public,figures
[192] figures,paul
[192] paul,manafort
[192] manafort,former
[192] former,ukrainian
[192] ukrainian,presidential

Top Word Pairs in Tweet in G2:
[99] data,reporting
[65] sept,28
[64] #dataviz,#ddj
[62] data,driven
[61] local,news
[58] news,data
[58] #ddj,#datajourno
[55] reporting,grant
[54] big,local
[53] jsk,big

Top Word Pairs in Tweet in G3:
[203] data,journalism
[198] nice,famous
[198] famous,person
[198] person,political
[198] political,data
[198] journalism,actually
[198] actually,ask
[198] ask,people
[198] people,data
[198] data,referring

Top Word Pairs in Tweet in G4:
[43] data,journalism
[30] #databokscoid,#kalaubicarapakaidata
[29] #thepowerofdata2020,#databokscoid
[26] jurnalisme,data
[19] data,driven
[16] driven,journalism
[14] data,data
[13] journalism,menerapkan
[13] menerapkan,pendekatan
[13] pendekatan,yang

Top Word Pairs in Tweet in G5:
[175] dou,em
[175] em,#ddj
[52] #ddj,jornalismodados
[52] jornalismodados,dou
[44] jornalismo,dados
[23] conferência,brasileira
[17] brasileira,jornalismo
[16] renata_mh,lembrete
[16] lembrete,em
[16] em,novembro

Top Word Pairs in Tweet in G6:
[59] data,journalism
[57] summer,2021
[57] digital,media
[57] business,reporting
[57] reporting,multiplatform
[57] multiplatform,editing
[55] college,journalists
[55] journalists,djnf
[55] djnf,taking
[55] taking,applications

Top Word Pairs in Tweet in G7:
[35] data,journalism
[14] weitersagen,mitmachen
[14] mitmachen,#unfallatlas
[14] #unfallatlas,workshop
[14] workshop,destatis
[14] destatis,montag
[14] montag,#ddj
[14] #ddj,#ddjbw
[14] #ddjbw,#opendata
[12] last,viz

Top Word Pairs in Tweet in G8:
[76] find,whatsapp
[76] whatsapp,conversation
[76] conversation,between
[76] between,rhea
[76] rhea,sushant
[76] sushant,find
[76] find,suicide
[76] suicide,data
[76] data,migrants
[76] migrants,farmers

Top Word Pairs in Tweet in G9:
[56] terrible,period
[56] period,broadcast
[56] broadcast,journalism
[56] journalism,reporters
[56] reporters,drilling
[56] drilling,down
[56] down,dodgy
[56] dodgy,data
[56] data,parrot
[56] parrot,government

Top Word Pairs in Tweet in G10:
[68] case,ve
[68] ve,misunderstood
[68] misunderstood,purpose
[68] purpose,journalism
[68] journalism,trust
[68] trust,scientists
[68] scientists,politicians
[68] politicians,partly
[68] partly,borne
[68] borne,scrutiny

Top Replied-To
Top Replied-To in Entire Graph:
@vpmd4
@bbclaurak
@fkaluna_
@mdornic
@brithume
@cephillips
@timesnow
@gelliottmorris
@juliahb1
@coloradosmark

Top Replied-To in G2:
@cephillips
@jskstanford
@biglocalnews
@innocentferris
@albertsonb2
@smfrogers

Top Replied-To in G3:
@gelliottmorris
@natesilver538
@redistrict
@kellyvhalen

Top Replied-To in G9:
@zoeharcombe
@piersmorgan
@michaelyeadon3
@laniganowen
@hirdygurdy

Top Replied-To in G10:
@jadenozzz

Top Mentioned
Top Mentioned in Entire Graph:
@biglocalnews
@jskstanford
@uksciencechief
@financialtimes
@djnf
@fatemperor
@alistairhaimes
@michaelyeadon3
@toadmeister
@radar_aiuk

Top Mentioned in G1:
@icijorg

Top Mentioned in G2:
@biglocalnews
@jskstanford
@financialtimes
@rmilnenordic
@danieldombey
@joshuachaffin
@jburnmurdoch
@lesliehook
@gijn
@janwillemtulp

Top Mentioned in G3:
@brianbeutler
@natesilver538
@jeffhauser
@indiosilverclub

Top Mentioned in G4:
@nharesound

Top Mentioned in G5:
@escoladedados
@jornalismodados
@renata_mh
@okfnbr
@ijnetportugues
@sergiospagnuolo
@ambientalmedia
@thiagomedaglia
@googlenewsinit
@sbtonline

Top Mentioned in G6:
@djnf
@wral
@mtdukes
@newsobserver

Top Mentioned in G7:
@destatis
@eyeonoh
@tableau
@washingtonpost
@uarkjournalism
@graeme_brown
@karldholbrook
@nat_fahy
@foianate
@fahrenthold

Top Mentioned in G9:
@fatemperor
@alistairhaimes
@michaelyeadon3
@toadmeister
@bbcnews
@janekin24
@gmb
@cuemunity
@allisonpearson
@bbchughpym

Top Mentioned in G10:
@uksciencechief
@fatemperor
@alistairhaimes
@michaelyeadon3
@toadmeister

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@blabalade
@s9tmt
@phillip92321
@billm9
@aaroncuddeback
@evankirstel
@twitlertwit
@debilu2
@veram43395421

Top Tweeters in G1:
@blabalade
@billm9
@debilu2
@kokusizu2
@mayirmamay14
@jhamby
@jjj5819
@pitoloco2021
@bethsinniresist
@abcdabaf

Top Tweeters in G2:
@kompascom
@jmhamiltonblog
@dwatchnews
@d33p_crj
@detroitplair
@vievararosel
@viralvideovlogs
@alanjmitchell_
@financialtimes
@ft

Top Tweeters in G3:
@tadrow
@amyayers16
@deathtocrazy
@jckthesword
@rhcm123
@raypride
@yoda
@nberlat
@rebels2008
@mumbly_joe

Top Tweeters in G4:
@jchapman1729
@patwhite70
@leithmotive
@khalturadotcom
@yarngeek
@sukhpabial
@sairsyr
@journalismjobs
@stevebenko
@shawnupchurch

Top Tweeters in G5:
@folha
@estadao
@uol
@luckaz
@berunardo
@danideassis
@kimjoaoun
@sbtonline
@joopedr94248453
@joannathebug

Top Tweeters in G6:
@omarkelly
@wral
@newsobserver
@finneyeric
@chris_levesque_
@profkrg
@dr_tindall
@esmcintyre
@talkingbiznews
@jimrosicafl

Top Tweeters in G7:
@bostonglobe
@washingtonpost
@rstatstweet
@dccc_phd
@geographile
@fvaraorta
@jerrymberger
@fahrenthold
@rstats4ds
@seansposito

Top Tweeters in G8:
@babun1515
@gsurya
@kukk44
@nandtara
@2suhana25
@vilassawadh
@ashavinayaraj
@impnahar99
@mdfaisaliqbal
@luckystrike_007

Top Tweeters in G9:
@z_chrissie
@bbcnews
@petermcc66
@piersmorgan
@nickdecusa
@swsandy_
@proftimnoakes
@gmb
@fatemperor
@northerngather2

Top Tweeters in G10:
@bassaces1
@benedictmpwhite
@scorpiotiger77
@nononoeu
@rabberoonies
@stephenh61
@tee_ess1612
@jfwduffield
@allierenison
@sturdywendy


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