#ddj OR (data journalism), Twitter, 9/29/2020 9:59:17 PM, 236293


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#ddj OR (data journalism)_2020-09-29_06-04-08.xlsx
#ddj OR (data journalism)_2020-09-29_06-04-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3i9n2R6
@icijorg
@cijournalism
@gelliottmorris
@gijn
@paulbradshaw
@jskstanford
@umarhassan96
@edconwaysky
@gijnru
@jornalismodados

Top hashtags:
#ddj
#covid19
#fincenfiles
#dataviz
#data
#jskbln
#journalism

Description:
Description
The graph represents a network of 3,178 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 Tuesday, 29 September 2020 at 13:07 UTC.

The requested start date was Monday, 28 September 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, 23-hour, 22-minute period from Monday, 21 September 2020 at 00:37 UTC to Monday, 28 September 2020 at 00:00 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 : 3178
Unique Edges : 1864
Edges With Duplicates : 4713
Total Edges : 6577
Number of Edge Types : 5
Replies to : 203
Retweet : 2054
MentionsInRetweet : 2835
Mentions : 1131
Tweet : 354
Self-Loops : 363
Reciprocated Vertex Pair Ratio : 0.028234649122807
Reciprocated Edge Ratio : 0.0549186883497734
Connected Components : 410
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 1657
Maximum Edges in a Connected Component : 4144
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.036671
Graph Density : 0.000371514660616257
Modularity : 0.553306
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,178 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 Tuesday, 29 September 2020 at 13:07 UTC.

The requested start date was Monday, 28 September 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, 23-hour, 22-minute period from Monday, 21 September 2020 at 00:37 UTC to Monday, 28 September 2020 at 00:00 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:
[58] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[22] https://gijn.org/2020/09/24/data-journalism-top-10-mapping-the-pandemic-shrinking-japan-data-recipes-extreme-temps-google-election-searches-fincen-files/
[18] https://analyticsindiamag.com/how-analytics-is-being-used-in-data-journalism/
[15] https://mailchi.mp/8c97fc61e29a/unfallatlas-workshop-diesen-montag
[12] https://gijn.org/2020/09/24/top-10-ddj-temperaturnyie-anomalii-skorost-peredachi-covid-19-i-retsept-skrollitellinga/
[11] https://www.redstate.com/michael_thau/2020/09/24/watch-trumps-new-covid-explain-covid-science-to-room-of-people-who-majored-in-journalism-at-breifing/
[11] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[9] https://www.buzzfeednews.com/article/jsvine/fincen-files-explainer-data-money-transactions
[8] https://www.ots.at/presseaussendung/OTS_20200921_OTS0083/wiener-graetzl-unter-der-lupe-apa-startet-neues-datenjournalistisches-format
[7] https://smach.github.io/R4JournalismBook/Updates.html#175-more-stories-done-with-r

Top URLs in Tweet in G1:
[2] http://www.icij.org/investigations/fincen-files/confidential-clients/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/inside-icij/2019/12/finding-data-and-hope-in-journalism-in-the-middle-east/
[1] https://www.icij.org/investigations/fincen-files/mining-sars-data
[1] https://www.icij.org/investigations/fincen-files/confidential-clients/
[1] https://www.icij.org/investigations/fincen-files/mining-sars-data/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[1] https://gijn.org/2020/09/24/data-journalism-top-10-mapping-the-pandemic-shrinking-japan-data-recipes-extreme-temps-google-election-searches-fincen-files/
[1] 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
[1] https://www.icij.org/investigations/fincen-files/global-banks-defy-u-s-crackdowns-by-serving-oligarchs-criminals-and-terrorists/

Top URLs in Tweet in G2:
[58] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[16] https://gijn.org/2020/09/24/data-journalism-top-10-mapping-the-pandemic-shrinking-japan-data-recipes-extreme-temps-google-election-searches-fincen-files/
[12] https://gijn.org/2020/09/24/top-10-ddj-temperaturnyie-anomalii-skorost-peredachi-covid-19-i-retsept-skrollitellinga/
[7] https://youtu.be/Q5nS-Rv1DT0
[6] https://stanford.zoom.us/webinar/register/WN__qqFQeDzSUCn-kVyFjNKOw
[6] https://www.youtube.com/watch?v=8R08xeJVnMs&feature=youtu.be

[5] https://eagereyes.org/blog/2012/new-eagereyestv-video-and-series-chart-appreciation
[3] https://gijn.org/2020/09/17/top-10-ddj-gazovyie-konfliktyi-pogranichnyie-sporyi-i-grantyi-na-data-istorii/
[3] https://www.youtube.com/watch?v=yCSTqxcOrkU

[3] https://www.youtube.com/watch?v=z896oxmp5Qw


Top URLs in Tweet in G4:
[2] https://dowjonesnewsfund.org/participate/programs/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DFdjaj86Y_As%26feature%3Dyoutu.be&q=EgS4SO-bGMiqsfsFIhkA8aeDS8_OGCl70bq6d1yfEvHv1YQvzDHbMgFy
[2] https://www.scmp.com/business/article/3102926/data-can-add-colour-and-depth-investigative-journalism-sopas-media
[2] http://efarmnewsar.com/?s=wheat
[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
[1] https://www.buzzfeednews.com/article/jsvine/fincen-files-explainer-data-money-transactions

Top URLs in Tweet in G5:
[1] https://mariliagehrke.com/
[1] 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:
[2] https://miguelrocawrites.uk/2020/09/23/dont-be-in-denial-70-of-uk-adults-trust-the-vaccines/
[1] https://miguelrocawrites.uk/2020/09/18/mapping-the-reaper-visualising-covid-19-deaths/
[1] https://miguelrocawrites.uk/2020/09/21/mapping-the-reaper-2/
[1] https://twitter.com/jburnmurdoch/status/1308061323549442051
[1] https://miguelrocawrites.uk/2020/09/25/dont-be-in-denial-70-of-uk-adults-trust-the-vaccines/
[1] https://data.gov.uk/
[1] https://twitter.com/Femi_Sorry/status/1308157691769036800

Top URLs in Tweet in G7:
[1] https://www.ft.com/content/6a6bab93-21fc-4bd6-b309-86e394e3869b
[1] https://www.ft.com/content/4fdd415c-b649-4466-ad3a-d87ff309b180
[1] https://www.ft.com/content/b9653470-8779-4037-86ad-96edfcd6f3c3
[1] https://www.ft.com/content/61dccfaa-0871-48a2-80ac-dbe6d5b5b5f8

Top URLs in Tweet in G8:
[1] https://dowjonesnewsfund.org/news/student-invited-to-apply-for-summer-2021/
[1] https://dowjonesnewsfund.org/participate/programs/
[1] https://www.journalismjobs.com/1661513-investigative-data-reporter-wral-tv
[1] https://usr58.dayforcehcm.com/CandidatePortal/en-US/gannett/Posting/View/33343
[1] https://twitter.com/DJNF/status/1308466159830937600
[1] https://twitter.com/mtdukes/status/1308130062982688768

Top Domains
Top Domains in Tweet in Entire Graph:
[173] twitter.com
[58] stanford.edu
[42] gijn.org
[20] youtube.com
[18] analyticsindiamag.com
[15] mailchi.mp
[14] datacenterfrontier.com
[13] medium.com
[12] redstate.com
[11] google.com

Top Domains in Tweet in G1:
[7] icij.org
[1] gijn.org
[1] washingtonpost.com

Top Domains in Tweet in G2:
[58] stanford.edu
[36] gijn.org
[14] youtube.com
[13] twitter.com
[7] youtu.be
[6] zoom.us
[5] ijnet.org
[5] thibi.recipes
[5] eagereyes.org
[2] github.io

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

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

Top Domains in Tweet in G6:
[5] miguelrocawrites.uk
[2] twitter.com
[1] gov.uk

Top Domains in Tweet in G7:
[4] ft.com

Top Domains in Tweet in G8:
[2] dowjonesnewsfund.org
[2] twitter.com
[1] journalismjobs.com
[1] dayforcehcm.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[506] ddj
[113] covid19
[97] fincenfiles
[78] dataviz
[61] data
[50] jskbln
[48] journalism
[44] datajournalism
[40] datajourno
[39] thepowerofdata2020



Top Hashtags in Tweet in G1:
[88] fincenfiles
[5] ddj
[1] coronavirus

Top Hashtags in Tweet in G2:
[149] ddj
[50] jskbln
[48] covid19
[40] datajourno
[32] datajournalism
[24] journalists
[20] data
[19] coronavirus
[16] dataviz
[16] verification

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:
[179] ddj
[8] codabr
[2] liberdadedeexpressão
[1] research
[1] phdlife
[1] ddjbr
[1] jornalismodedados
[1] julianassange
[1] assange
[1] lula

Top Hashtags in Tweet in G6:
[18] ddj
[9] datasnapshots
[3] covid19
[3] vaccines
[2] covid__19
[2] dataviz
[2] covid_19
[1] geek
[1] irish
[1] stories

Top Hashtags in Tweet in G7:
[43] covid19
[4] dataviz
[4] ddj
[3] gistribe
[1] journalists
[1] data

Top Hashtags in Tweet in G8:
[1] ire20

Top Hashtags in Tweet in G9:
[1] istandwithindianfarmers

Top Words
Top Words in Tweet in Entire Graph:
[2223] data
[1446] journalism
[506] #ddj
[327] icijorg
[324] politicians
[282] people
[229] public
[223] em
[214] political
[214] actually

Top Words in Tweet in G1:
[317] icijorg
[248] politicians
[194] former
[193] found
[193] banking
[193] secrets
[193] public
[193] figures
[193] paul
[193] manafort

Top Words in Tweet in G2:
[268] data
[149] #ddj
[111] reporting
[107] biglocalnews
[104] jskstanford
[88] related
[86] gijn
[81] driven
[77] pandemic
[76] grants

Top Words in Tweet in G3:
[409] data
[207] journalism
[202] gelliottmorris
[201] political
[201] people
[200] nice
[200] famous
[200] person
[200] actually
[200] ask

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

Top Words in Tweet in G5:
[223] em
[179] #ddj
[176] dou
[71] jornalismo
[58] dados
[55] jornalismodados
[44] escoladedados
[24] conferência
[24] brasileira
[22] curso

Top Words in Tweet in G6:
[77] journalism
[69] case
[68] ve
[68] misunderstood
[68] purpose
[68] trust
[68] scientists
[68] politicians
[68] partly
[68] borne

Top Words in Tweet in G7:
[79] sdbernard
[67] very
[43] #covid19
[40] york
[40] finland
[40] proven
[40] successful
[40] keeping
[40] check
[40] doing

Top Words in Tweet in G8:
[114] djnf
[82] data
[73] journalism
[58] college
[58] summer
[58] internship
[57] 2021
[57] digital
[57] media
[57] business

Top Words in Tweet in G9:
[154] find
[77] whatsapp
[77] conversation
[77] between
[77] rhea
[77] sushant
[77] suicide
[77] data
[76] elizatweetz
[76] migrant

Top Words in Tweet in G10:
[63] data
[63] journalism
[59] reporters
[58] allisonpearson
[58] terrible
[58] period
[58] broadcast
[58] drilling
[58] down
[58] dodgy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[556] data,journalism
[203] journalism,actually
[202] nice,famous
[202] famous,person
[202] person,political
[202] political,data
[202] actually,ask
[202] ask,people
[202] people,data
[201] gelliottmorris,nice

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

Top Word Pairs in Tweet in G2:
[91] data,reporting
[62] data,driven
[58] local,news
[53] jsk,big
[52] news,data
[51] big,local
[50] jskstanford,biglocalnews
[49] reporting,grants
[46] reporting,grant
[40] stories,related

Top Word Pairs in Tweet in G3:
[205] data,journalism
[200] nice,famous
[200] famous,person
[200] person,political
[200] political,data
[200] journalism,actually
[200] actually,ask
[200] ask,people
[200] people,data
[199] gelliottmorris,nice

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:
[176] dou,em
[176] em,#ddj
[55] jornalismodados,dou
[52] #ddj,jornalismodados
[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:
[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
[67] edconwaysky,case

Top Word Pairs in Tweet in G7:
[40] finland,proven
[40] proven,very
[40] very,successful
[40] successful,keeping
[40] keeping,#covid19
[40] #covid19,check
[40] check,doing
[40] doing,much
[40] much,less
[40] less,damage

Top Word Pairs in Tweet in G8:
[59] data,journalism
[57] summer,2021
[57] digital,media
[56] college,journalists
[56] journalists,djnf
[56] djnf,taking
[56] taking,applications
[56] applications,summer
[56] 2021,internship
[56] internship,digital

Top Word Pairs in Tweet in G9:
[77] find,whatsapp
[77] whatsapp,conversation
[77] conversation,between
[77] between,rhea
[77] rhea,sushant
[77] sushant,find
[77] find,suicide
[77] suicide,data
[76] elizatweetz,find
[76] data,migrant

Top Word Pairs in Tweet in G10:
[58] terrible,period
[58] period,broadcast
[58] broadcast,journalism
[58] journalism,reporters
[58] reporters,drilling
[58] drilling,down
[58] down,dodgy
[58] dodgy,data
[57] allisonpearson,terrible
[57] data,pa

Top Replied-To
Top Replied-To in Entire Graph:
@timesnow
@gelliottmorris
@cephillips
@realdonaldtrump
@tech_journalism
@_data_grid
@rahulkanwal
@benmurraybruce
@sanket
@natesilver538

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

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

Top Replied-To in G6:
@clarewenham
@devisridhar
@sarabrickwall
@jadenozzz

Top Replied-To in G10:
@zoeharcombe
@piersmorgan
@michaelyeadon3
@laniganowen
@hirdygurdy

Top Mentioned
Top Mentioned in Entire Graph:
@icijorg
@gelliottmorris
@biglocalnews
@jskstanford
@sdbernard
@gijn
@elizatweetz
@edconwaysky
@bylinetimes
@djnf

Top Mentioned in G1:
@icijorg
@gijnurdu
@pcbrynn
@emileifrem
@jskstanford

Top Mentioned in G2:
@biglocalnews
@jskstanford
@gijn
@datajournalism
@plateauton
@thibitweets
@journtoolbox
@googlenewsinit
@janwillemtulp
@gijnafrica

Top Mentioned in G3:
@gelliottmorris
@icijorg
@parkermolloy
@brianbeutler
@natesilver538
@jeffhauser
@indiosilverclub

Top Mentioned in G4:
@efarmn
@nharesound

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

Top Mentioned in G6:
@edconwaysky
@bcujournalism
@miguelrocadata
@paulbradshaw
@github
@ecdc_eu
@huffpostuk
@ku_globalhealth
@livuni
@bcumedia

Top Mentioned in G7:
@sdbernard
@danield
@digitalcampbell
@financialtimes
@lesliehook
@qgis
@amykazmin
@jyots43
@danieldombey
@joshuachaffin

Top Mentioned in G8:
@djnf
@mikestucka
@wral
@andybechtel
@iupuijournalism
@mtdukes
@newsobserver

Top Mentioned in G9:
@elizatweetz

Top Mentioned in G10:
@allisonpearson
@fatemperor
@bbcnews
@janekin24
@gmb
@alistairhaimes
@michaelyeadon3
@toadmeister
@cuemunity
@bbchughpym

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
@dwatchnews
@d33p_crj
@detroitplair
@vievararosel
@alanjmitchell_
@financialtimes
@ft
@pcdnetwork
@tagesspiegel

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
@danideassis
@berunardo
@kimjoaoun
@sbtonline
@joopedr94248453
@joannathebug

Top Tweeters in G6:
@bassaces1
@benedictmpwhite
@huffpostuk
@scorpiotiger77
@nononoeu
@rabberoonies
@stephenh61
@tee_ess1612
@jfwduffield
@allierenison

Top Tweeters in G7:
@jmhamiltonblog
@viralvideovlogs
@syawal
@itsgeorgekamau
@eulaliasara
@vjmahon
@urumurum
@epicureandeal
@sociologiadiver
@ambrosebarnaby

Top Tweeters in G8:
@omarkelly
@wral
@newsobserver
@finneyeric
@chris_levesque_
@profkrg
@dr_tindall
@esmcintyre
@talkingbiznews
@jimrosicafl

Top Tweeters in G9:
@babun1515
@gsurya
@kukk44
@nandtara
@2suhana25
@vilassawadh
@ashavinayaraj
@impnahar99
@mdfaisaliqbal
@luckystrike_007

Top Tweeters in G10:
@z_chrissie
@bbcnews
@petermcc66
@piersmorgan
@nickdecusa
@swsandy_
@maryann1d
@proftimnoakes
@gmb
@fatemperor


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