datajournalism, Twitter, 8/17/2020 7:13:56 PM, 232821


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datajournalism_2020-08-17_06-11-37.xlsx
datajournalism_2020-08-17_06-11-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2020
Short Description:
datajournalism via NodeXL https://bit.ly/3kStP4f
@datajournalism
@datatheism
@janelytv
@craigsilverman
@winnydejong
@icymi_py
@albertocairo
@ejcnet
@smfrogers
@jozpina

Top hashtags:
#datajournalism
#dataviz
#ddj
#journalists
#datascience
#covid19
#ai
#journalism

Description:
Description
The graph represents a network of 657 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 August 2020 at 13:13 UTC.

The requested start date was Monday, 17 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 2-hour, 7-minute period from Monday, 03 August 2020 at 05:53 UTC to Saturday, 15 August 2020 at 08:00 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 : 657
Unique Edges : 377
Edges With Duplicates : 1206
Total Edges : 1583
Number of Edge Types : 5
Retweet : 555
MentionsInRetweet : 746
Mentions : 155
Replies to : 21
Tweet : 106
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0.0271940667490729
Reciprocated Edge Ratio : 0.0529482551143201
Connected Components : 73
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 417
Maximum Edges in a Connected Component : 1134
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.294312
Graph Density : 0.001928110034525
Modularity : 0.456059
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 657 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 August 2020 at 13:13 UTC.

The requested start date was Monday, 17 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 2-hour, 7-minute period from Monday, 03 August 2020 at 05:53 UTC to Saturday, 15 August 2020 at 08:00 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 : datajournalism
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://datajournalism.com/read/handbook/verification-3
[10] https://datajournalism.com/
[8] https://www.linkiesta.it/
[8] https://podcast.ausha.co/oltre-l-europa
[6] https://towardsdatascience.com/august-edition-journalism-in-a-world-of-data-9b6909be075?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[5] https://datajournalism.com/read/longreads/how-data-captured-americas-protests
[5] https://twitter.com/datajournalism/status/1293147287770656770
[4] https://twitter.com/datajournalism/status/1294235829720711168
[4] https://gijn.org/2020/07/28/%E0%A6%AC%E0%A7%8D%E0%A6%B0%E0%A6%BE%E0%A6%9C%E0%A6%BF%E0%A6%B2%E0%A7%87-%E0%A6%95%E0%A7%8B%E0%A6%AD%E0%A6%BF%E0%A6%A1-%E0%A6%AE%E0%A7%83%E0%A6%A4%E0%A7%8D%E0%A6%AF%E0%A7%81/
[4] http://5w-consulting.com

Top URLs in Tweet in G1:
[50] https://datajournalism.com/read/handbook/verification-3
[2] https://datajournalism.com/read/handbook/verification-3/investigating-platforms/8-investigating-websites
[2] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/4-monitoring-for-fakes-and-information-operations-during-breaking-news
[2] https://datajournalism.com/read/handbook/verification-3/investigating-disinformation-and-media-manipulation/the-lifecycle-of-media-manipulation
[2] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/3-spotting-bots-cyborgs-and-inauthentic-activity
[2] https://datajournalism.com/read/handbook/verification-3/investigating-platforms/11-network-analysis-and-attribution
[2] http://verificationhandbook.com/
[1] https://datajournalism.com/read/handbook/verification-3/investigating-disinformation-and-media-manipulation/investigating-disinformation
[1] https://datajournalism.com/read/handbook/verification-3/
[1] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/how-to-analyze-social-media-accounts

Top URLs in Tweet in G2:
[3] https://datajournalism.com/read/longreads/how-data-captured-americas-protests
[3] https://datajournalism.com/read/handbook/verification-3
[2] https://datajournalism.com/
[2] https://twitter.com/TheWaterDesk/status/1293597769718931457
[1] https://mailchi.mp/ejc.net/our-latest-journalism-grants-online-events-and-resources?e=a029245bb9
[1] https://twitter.com/ejcnet/status/1290644244097642496
[1] https://datajournalism.com/read/longreads/data-journalism-in-disaster-zones
[1] https://twitter.com/i/web/status/1292422694185701376
[1] https://twitter.com/i/web/status/1292699389341962240
[1] https://datajournalism.com/read#VerificationHandbook

Top URLs in Tweet in G3:
[1] https://datajournalism.com/read/longreads/how-data-captured-americas-protests
[1] https://twitter.com/i/web/status/1293153111067025408

Top URLs in Tweet in G4:
[4] https://twitter.com/datajournalism/status/1293147287770656770
[2] https://datajournalism.com/
[2] https://datajournalism.com/read/handbook/verification-3
[1] https://soundcloud.com/datajournalism/episode-11-conversation-with-charlie-beckett-lse-polis?utm_source=soundcloud&utm_campaign=wtshare&utm_medium=Twitter&utm_content=https%3A//soundcloud.com/datajournalism/episode-11-conversation-with-charlie-beckett-lse-polis
[1] https://twitter.com/lizwindxor/status/1290381972494311426
[1] https://datajournalism.com/read/longreads/mastering-data-for-better-business-journalism
[1] https://datajournalism.com/read/longreads/how-data-captured-americas-protests?utm_source=API
[1] https://twitter.com/FAOKnowledge/status/1290666060513972224
[1] https://www.theguardian.com/world/2020/aug/05/visual-guide-how-explosion-caused-mass-casualties-and-devastation-across-beirut
[1] https://mastodon.social/@phryk/104638090559604604

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1292557126829772800
[1] https://noeliagorod.com/2020/07/23/bbc-visual-and-data-journalism-cookbook-for-r-graphics/?es_id=c10507ab78
[1] https://piaui.folha.uol.com.br/lupa/epicentro/

Top URLs in Tweet in G6:
[1] https://twitter.com/datajournalism/status/1291250623283953666

Top URLs in Tweet in G7:
[1] https://www.planet.com/company/careers/?office=View%20All&department=Marketing&job=2280953

Top URLs in Tweet in G8:
[1] https://www.dataphyte.com/extractive/despite-losing-%e2%82%a61-4-trillion-to-loans-bad-debt-nnpc-continues-to-pour-taxpayers-money-into-four-subsidiaries/
[1] https://twitter.com/i/web/status/1293091544166211584
[1] https://twitter.com/i/web/status/1293091557269278720
[1] https://twitter.com/i/web/status/1293091578471473158
[1] https://twitter.com/i/web/status/1293091538348716032

Top URLs in Tweet in G9:
[1] https://datajournalism.com/read/handbook/verification-3

Top URLs in Tweet in G10:
[2] https://soundcloud.com/datajournalism/episode-11-conversation-with-charlie-beckett-lse-polis
[1] https://newsimpact.io/?utm_content=buffer67020&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://mailchi.mp/ejc.net/our-latest-journalism-grants-online-events-and-resources?e=a029245bb9
[1] https://twitter.com/i/web/status/1292467140776415235

Top Domains
Top Domains in Tweet in Entire Graph:
[119] datajournalism.com
[49] twitter.com
[8] gijn.org
[8] linkiesta.it
[8] ausha.co
[6] soundcloud.com
[6] towardsdatascience.com
[4] paper.li
[4] 5w-consulting.com
[4] medium.com

Top Domains in Tweet in G1:
[76] datajournalism.com
[2] verificationhandbook.com
[1] firstdraftnews.org
[1] gijn.org

Top Domains in Tweet in G2:
[19] datajournalism.com
[10] twitter.com
[3] soundcloud.com
[1] mailchi.mp
[1] mimionuoha.com
[1] nbcnewsdigitaljobs.com
[1] com.br
[1] gijn.org
[1] paper.li
[1] tagesspiegel.de

Top Domains in Tweet in G3:
[1] datajournalism.com
[1] twitter.com

Top Domains in Tweet in G4:
[10] twitter.com
[7] datajournalism.com
[3] instagram.com
[2] netlify.app
[2] feedburner.com
[1] soundcloud.com
[1] theguardian.com
[1] mastodon.social
[1] datajournalism.it
[1] openchabab.com

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

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

Top Domains in Tweet in G7:
[1] planet.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] dataphyte.com

Top Domains in Tweet in G9:
[1] datajournalism.com

Top Domains in Tweet in G10:
[2] soundcloud.com
[1] newsimpact.io
[1] mailchi.mp
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] datajournalism
[27] dataviz
[25] ddj
[24] journalists
[21] datascience
[19] covid19
[19] ai
[14] journalism
[12] data
[11] datavisualization



Top Hashtags in Tweet in G1:
[4] osint
[1] journalism

Top Hashtags in Tweet in G2:
[20] datajournalism
[17] ai
[16] journalists
[7] data
[7] datasets
[7] dataviz
[6] journalism
[6] ddj
[4] verification
[4] verificationhandbook

Top Hashtags in Tweet in G3:
[1] data
[1] ddj
[1] longread
[1] journalists
[1] nisonline2020

Top Hashtags in Tweet in G4:
[22] datajournalism
[4] journalism
[3] dataviz
[3] journalist
[3] jurnalis
[3] jurnalistik
[3] jurnalisme
[3] mobilejournalism
[3] mojo
[3] covid19

Top Hashtags in Tweet in G5:
[10] datajournalism
[9] ddj
[7] covid19
[6] coronavirus
[6] dataviz
[3] analytics
[3] datavisualization

Top Hashtags in Tweet in G6:
[1] doyourjob

Top Hashtags in Tweet in G7:
[17] datajournalism

Top Hashtags in Tweet in G8:
[9] ondodecides2020
[2] datajournalism
[1] oilandgas
[1] nigeria
[1] extractive
[1] nnpc
[1] ondo
[1] election2020
[1] ondoguber

Top Hashtags in Tweet in G10:
[7] journalists
[6] nisonline2020
[4] datajournalism
[2] digitaljournalism
[2] journalism
[2] reporters
[1] covid19
[1] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[189] free
[164] datajournalism
[163] #datajournalism
[124] journalism
[105] download
[103] handbooks
[103] janelytv
[93] available
[90] data
[87] datatheism

Top Words in Tweet in G1:
[96] janelytv
[92] free
[68] anyway
[54] craigsilverman
[50] disinfo
[48] media
[48] plz
[48] newsrooms
[48] ready
[48] legit

Top Words in Tweet in G2:
[119] datajournalism
[34] donie
[24] summer
[23] great
[21] news
[20] download
[20] #datajournalism
[18] book
[18] handbooks
[17] recommendations

Top Words in Tweet in G3:
[82] datatheism
[82] free
[81] popular
[81] demand
[81] journalism
[81] handbooks
[81] available
[81] pdfs
[81] download
[81] brush

Top Words in Tweet in G4:
[21] #datajournalism
[7] data
[4] #journalism
[3] #dataviz
[3] time
[3] #journalist
[3] #jurnalis
[3] #jurnalistik
[3] #jurnalisme
[3] #mobilejournalism

Top Words in Tweet in G5:
[10] map
[10] #datajournalism
[9] tomorrow
[9] keynoting
[9] webinar
[9] #ddj
[9] pakistan
[9] sharing
[9] insights
[9] _vics_

Top Words in Tweet in G6:
[11] nbcnews
[11] datajournalism
[9] applications
[9] ready
[9] seeking
[9] data
[9] journalist
[9] charge
[9] reporting
[9] writing

Top Words in Tweet in G7:
[17] #datajournalism
[17] planetlabs
[17] looking
[17] liaison
[17] between
[17] communications
[17] team
[17] media
[17] open
[17] source

Top Words in Tweet in G8:
[27] dataphyte
[15] nnpcgroup
[14] four
[12] trillion
[12] billion
[11] feature
[11] despite
[11] losing
[11] loans
[11] bad

Top Words in Tweet in G9:
[17] hoe
[17] onderzoek
[17] social
[17] media
[17] acounts
[17] bots
[17] deepfakes
[17] desinformatie
[17] mediamanipulatie
[17] kunt

Top Words in Tweet in G10:
[16] œ
[12] ejcnet
[10] free
[9] opportunities
[7] journalism
[7] latest
[7] newsletter
[7] packed
[7] #journalists
[7] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[86] free,download
[85] popular,demand
[85] demand,journalism
[85] journalism,handbooks
[85] handbooks,available
[85] available,pdfs
[85] pdfs,free
[85] download,brush
[84] datatheism,popular
[84] brush,#verificati

Top Word Pairs in Tweet in G1:
[66] janelytv,anyway
[48] anyway,plz
[48] plz,newsrooms
[48] newsrooms,ready
[48] ready,disinfo
[48] disinfo,legit
[48] legit,free
[48] free,training
[48] training,resources
[47] resources,ht

Top Word Pairs in Tweet in G2:
[22] datajournalism,summer
[17] summer,book
[17] book,recommendations
[17] recommendations,great
[17] great,news
[17] news,download
[17] download,handbooks
[17] handbooks,pdf's
[17] pdf's,wonderful
[17] donie,o'sullivan

Top Word Pairs in Tweet in G3:
[81] popular,demand
[81] demand,journalism
[81] journalism,handbooks
[81] handbooks,available
[81] available,pdfs
[81] pdfs,free
[81] free,download
[81] download,brush
[80] datatheism,popular
[80] brush,#verificati

Top Word Pairs in Tweet in G4:
[3] #journalist,#jurnalis
[3] #jurnalis,#jurnalistik
[3] #jurnalistik,#journalism
[3] #journalism,#jurnalisme
[3] #jurnalisme,#mobilejournalism
[3] #mobilejournalism,#mojo
[3] #mojo,#covid19
[3] #covid19,#covid
[3] #covid,#coronavirus
[3] #coronavirus,#corona

Top Word Pairs in Tweet in G5:
[9] tomorrow,keynoting
[9] keynoting,webinar
[9] webinar,#ddj
[9] #ddj,pakistan
[9] pakistan,sharing
[9] sharing,insights
[9] insights,_vics_
[9] _vics_,discuss
[8] eborgesrey,tomorrow
[8] discuss,particularit

Top Word Pairs in Tweet in G6:
[9] datajournalism,applications
[9] applications,ready
[9] ready,nbcnews
[9] nbcnews,seeking
[9] seeking,data
[9] data,journalist
[9] journalist,charge
[9] charge,reporting
[9] reporting,writing
[9] writing,stories

Top Word Pairs in Tweet in G7:
[17] #datajournalism,planetlabs
[17] planetlabs,looking
[17] looking,liaison
[17] liaison,between
[17] between,communications
[17] communications,team
[17] team,media
[17] media,open
[17] open,source
[16] rsimmon,#datajournalism

Top Word Pairs in Tweet in G8:
[11] feature,despite
[11] despite,losing
[11] losing,trillion
[11] trillion,loans
[11] loans,bad
[11] bad,debt
[11] debt,nnpcgroup
[11] nnpcgroup,continues
[11] continues,taxpayers
[11] taxpayers,money

Top Word Pairs in Tweet in G9:
[17] hoe,onderzoek
[17] onderzoek,social
[17] social,media
[17] media,acounts
[17] acounts,bots
[17] bots,deepfakes
[17] deepfakes,desinformatie
[17] desinformatie,mediamanipulatie
[17] mediamanipulatie,kunt
[17] kunt,gratis

Top Word Pairs in Tweet in G10:
[7] latest,newsletter
[7] newsletter,packed
[7] packed,free
[7] free,opportunities
[7] opportunities,#journalists
[7] #journalists,œ
[7] œ,10
[7] 10,000
[7] 000,investigative
[7] investigative,reporting

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@janelytv
@datatheism
@craigsilverman
@dataphyte
@donie
@ejcnet
@planetlabs
@polislse
@rsimmon

Top Mentioned in G1:
@janelytv
@craigsilverman
@datajournalism
@bostonjoan
@bellingcat
@katestarbird
@brandyzadrozny
@henkvaness
@samgregory
@oneunderscore__

Top Mentioned in G2:
@datajournalism
@donie
@polislse
@sricchia
@thistimeitsmimi
@janelytv
@claralmm
@abmakulec
@datavizsociety
@voydorg

Top Mentioned in G3:
@datatheism
@datajournalism
@ejcnet
@donie
@craigsilverman
@jwyg
@bb_liliana
@_selina_rudolph

Top Mentioned in G4:

Top Mentioned in G5:
@_vics_
@eborgesrey
@smfrogers
@agencialupa
@mapbox
@noeliagorod
@albertocairo
@tiagombp

Top Mentioned in G6:
@nbcnews
@datajournalism
@abc
@abcworldnews
@cbsnews
@cbseveningnews
@cnn
@msnbc
@nbcnightlynews
@janelytv

Top Mentioned in G7:
@planetlabs
@rsimmon
@leannefaybraham

Top Mentioned in G8:
@dataphyte
@nnpcgroup
@mkkyari

Top Mentioned in G9:
@rudybouma

Top Mentioned in G10:
@ejcnet
@datatheism
@datajournalism
@ijnet
@hdproductionz
@t

Top Tweeters
Top Tweeters in Entire Graph:
@mharvey816
@rosenchild
@rapplerdotcom
@lizditz
@guardian
@rebellegrrl
@llama_strudel
@blackrepublican
@m5b1tch
@danascully2

Top Tweeters in G1:
@mharvey816
@rapplerdotcom
@lizditz
@rebellegrrl
@llama_strudel
@blackrepublican
@websecurityit
@xeni
@masky_jay_hoody
@ljohn44

Top Tweeters in G2:
@rosenchild
@dwatchnews
@neli_ngqulana
@hubbucket
@dbhellmd
@margymaclibrary
@craignewmark
@bbbcccnnn
@msoares
@alim_zhan

Top Tweeters in G3:
@sound_of_sirens
@readywriting
@xperienced_
@jaguimera
@jennhoegg
@mfouquenet
@owenboswarva
@corinne_podger
@3pointedit
@adders

Top Tweeters in G4:
@david_indeje
@andreaspinopico
@magdaabufadil
@monicasonica
@somaya_yaq
@twallack
@vinniechant
@re_sieber
@schlgr_
@a

Top Tweeters in G5:
@albertocairo
@damianprofeta
@smfrogers
@agencialupa
@noeliagorod
@mapbox
@tomfelle
@salvagoga
@_vics_
@datastoriespk1

Top Tweeters in G6:
@cnn
@abc
@nbcnews
@cbsnews
@msnbc
@abcworldnews
@nbcnightlynews
@zubairabbasi
@jozpina
@cbseveningnews

Top Tweeters in G7:
@vtcraghead
@rsimmon
@cartocalypse
@watershedlab
@john_m_nelson
@wslafoy
@erikfriesen
@daveschmerler
@ckoettl
@kajord

Top Tweeters in G8:
@jefeblack
@lloydatiku
@sheiduhabib_
@sirmhuel007
@nnpcgroup
@bifolax
@jayangbayi
@olorunwababs
@sonofabdulazeez
@tobiolasiji1

Top Tweeters in G9:
@leepvogel
@wltrrr
@masterprogram1
@steltenpower
@erikjonker
@martijnd
@g900ap
@pietlekkerkerk
@lindamiriam
@rudybouma

Top Tweeters in G10:
@ijnet
@walkleys
@ejcnet
@david_schraven
@t
@weltreporter
@hdproductionz
@the_efc
@ekjlofgren
@osfjournalism


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