datajournalism, Twitter, 3/1/2021 11:53:13 PM, 249893


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datajournalism_2021-03-01_07-00-21.xlsx
datajournalism_2021-03-01_07-00-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/2Pg04yS
@datajournalism
@craigsilverman
@salhaj
@evaconstantaras
@wikimedia
@humdata
@gijn
@datavizsociety
@abellan_andrea
@alexselbyb

Top hashtags:
#datajournalism
#data
#journalists
#ddj
#predictiveanalytics
#covid19

Description:
Description
The graph represents a network of 627 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, 01 March 2021 at 15:02 UTC.

The requested start date was Monday, 01 March 2021 at 01:01 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 13-day, 9-hour, 23-minute period from Monday, 15 February 2021 at 07:18 UTC to Sunday, 28 February 2021 at 16:42 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 : 627
Unique Edges : 501
Edges With Duplicates : 902
Total Edges : 1403
Number of Edge Types : 5
Replies to : 23
Retweet : 383
MentionsInRetweet : 632
Mentions : 234
Tweet : 131
Self-Loops : 135
Reciprocated Vertex Pair Ratio : 0.0395408163265306
Reciprocated Edge Ratio : 0.0760736196319018
Connected Components : 106
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 355
Maximum Edges in a Connected Component : 977
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.237501
Graph Density : 0.00207642254052209
Modularity : 0.530533
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 627 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, 01 March 2021 at 15:02 UTC.

The requested start date was Monday, 01 March 2021 at 01:01 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 13-day, 9-hour, 23-minute period from Monday, 15 February 2021 at 07:18 UTC to Sunday, 28 February 2021 at 16:42 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:
[9] https://medium.com/data-visualization-weekly/visualizing-noise-census-covid-19-and-happiness-data-dataviz-weekly-d9882b92267?utm_content=buffere5850&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://datajournalism.com/read/longreads/privacy-day-security-guide
[7] https://datajournalism.com/read/longreads/the-promise-of-wikidata
[5] http://hasselfallas.com/2021/02/09/ddj2020/
[4] https://datajournalism.com/
[4] https://centre.humdata.org/data-fellows/
[4] https://internews.org/updates/supercharge-your-reporting-data-journalism-workshop-20
[3] https://datajournalism.com/read/handbook/verification-3
[3] http://datajournalism.it
[3] https://regex101.com

Top URLs in Tweet in G1:
[2] https://datajournalism.com/read/newsletters/whats-on-at-nicar21
[2] https://datajournalism.com/
[2] https://ourworldindata.org/
[2] https://balkansmedia.org/bs/korisni-savjeti-i-alati/datajournalismcom-platforma-na-kojoj-novinarstvo-upoznaje-podatke
[1] https://pudding.cool/2021/02/jukebox/?utm_campaign=Fair%20Warning&utm_medium=email&utm_source=Revue%20newsletter
[1] https://twitter.com/i/web/status/1361213266924605440
[1] https://twitter.com/i/web/status/1361217191039893505
[1] https://datajournalism.com/read/longreads/covid-19-data-journalism
[1] https://twitter.com/i/web/status/1306108074734899202
[1] https://twitter.com/i/web/status/1361580684087881728

Top URLs in Tweet in G2:
[3] https://datajournalism.com/read/longreads/privacy-day-security-guide
[2] https://datajournalism.com/read/handbook/verification-3
[2] https://centre.humdata.org/data-fellows/
[2] https://datajournalism.com/
[1] https://twitter.com/i/web/status/1361284119892688902
[1] https://towardsdatascience.com/an-interactive-look-at-healthcare-price-disparities-in-nyc-66f9212bcb0b?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://datajournalism.com/awards/
[1] https://datajournalism.com/watch/countering-hate-speech?fbclid=IwAR0PTzI5qP7qopXfPFcJvo_kLRXgESqBw7lkMo_0WsDjfQHuIgAYb-eq_D0
[1] https://twitter.com/i/web/status/1361588046517456896
[1] https://careers.telegraph.co.uk/jobs/job-details/Data-Journalist-London

Top URLs in Tweet in G3:
[1] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/how-to-analyze-social-media-accounts
[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-disinformation-and-media-manipulation/the-lifecycle-of-media-manipulation
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://mediamanipulation.org/

Top URLs in Tweet in G4:
[2] https://datajournalism.com/read/longreads/the-promise-of-wikidata

Top URLs in Tweet in G5:
[1] https://jobs.unops.org/pages/viewvacancy/VADetails.aspx?id=21265
[1] https://twitter.com/humdata/status/1362340040114917379

Top URLs in Tweet in G6:
[4] https://internews.org/updates/supercharge-your-reporting-data-journalism-workshop-20
[2] https://earthjournalism.net/opportunities/mekong-data-journalism-fellowship-2021
[1] https://twitter.com/i/web/status/1364576741579177998
[1] https://paper.li/VisualOfData/1371604296?edition_id=28d15640-7585-11eb-9bb6-0cc47a0d1605
[1] https://twitter.com/Bathadlamini/status/1362785897801011201
[1] https://twitter.com/i/web/status/1356616296167800833

Top URLs in Tweet in G7:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248828
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248833
[1] https://twitter.com/i/web/status/1361803881286672384
[1] https://twitter.com/i/web/status/1361454078103068683
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248748
[1] https://twitter.com/i/web/status/1361262965387886595
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248808
[1] https://twitter.com/i/web/status/1361454001334681602

Top URLs in Tweet in G8:
[2] https://twitter.com/dataninjait/status/1363853624263204864
[1] https://datajournalism.com/read/longreads/the-promise-of-wikidata?mc_cid=c524c85a9b&mc_eid=0303953746&utm_source=puntofisso&utm_medium=email
[1] https://datajournalism.com/read/newsletters
[1] https://datajournalism.com/read/longreads/covid-19-data-journalism
[1] https://twitter.com/i/web/status/1364179544752726016
[1] https://twitter.com/edjnet/status/1364904726857478145
[1] https://twitter.com/i/web/status/1365237082822766595
[1] https://twitter.com/i/web/status/1364543306395504642

Top URLs in Tweet in G9:
[1] https://warninggraphiccontent.tumblr.com/post/644167177702948864/26-february-2021
[1] https://warninggraphiccontent.tumblr.com/post/643534987187159040/19-february-2021
[1] https://twitter.com/i/web/status/1365228611024740358
[1] https://gdg.community.dev/events/details/google-gdg-cloud-london-presents-tell-the-story-of-the-data-how-data-journalists-work-and-a-hands-on-workshop-iwd21/#/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1363742651397394433
[1] https://oxpeckers.org/wildeyemap-asia

Top Domains
Top Domains in Tweet in Entire Graph:
[103] twitter.com
[43] datajournalism.com
[16] medium.com
[7] nodexlgraphgallery.org
[6] datajournalism.it
[5] hasselfallas.com
[4] humdata.org
[4] internews.org
[4] ceu.edu
[3] ourworldindata.org

Top Domains in Tweet in G1:
[23] twitter.com
[9] datajournalism.com
[3] ourworldindata.org
[3] farsightsecurity.com
[3] balkansmedia.org
[2] londonfreelance.org
[1] pudding.cool
[1] ccij.io
[1] bit.ly
[1] mailchi.mp

Top Domains in Tweet in G2:
[13] twitter.com
[12] datajournalism.com
[2] humdata.org
[1] towardsdatascience.com
[1] co.uk
[1] youtube.com
[1] gijn.org
[1] ansa.it
[1] m2c2.eu
[1] reddit.com

Top Domains in Tweet in G3:
[5] datajournalism.com
[1] mediamanipulation.org

Top Domains in Tweet in G4:
[2] datajournalism.com

Top Domains in Tweet in G5:
[1] unops.org
[1] twitter.com

Top Domains in Tweet in G6:
[4] internews.org
[3] twitter.com
[2] earthjournalism.net
[1] paper.li

Top Domains in Tweet in G7:
[7] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G8:
[6] twitter.com
[3] datajournalism.com

Top Domains in Tweet in G9:
[2] tumblr.com
[1] twitter.com
[1] community.dev

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[215] datajournalism
[30] data
[29] journalists
[25] ddj
[23] predictiveanalytics
[22] covid19
[19] nicar21
[18] datascience
[16] datavisualization
[15] dataviz



Top Hashtags in Tweet in G1:
[30] datajournalism
[27] journalists
[18] nicar21
[10] data
[10] osint
[9] covid19
[8] statistics
[7] verificationhandbook
[4] privacy
[4] humanrights

Top Hashtags in Tweet in G2:
[24] datajournalism
[2] datavisualization
[2] data
[2] ddj
[2] opendata
[2] fellowship
[2] wanadata
[2] vaccino
[1] socialmedia
[1] healthcare

Top Hashtags in Tweet in G3:
[1] verificationhandbook
[1] osint
[1] journalism

Top Hashtags in Tweet in G4:
[2] crowdsourcing
[2] opendata
[2] knowledgegraph
[2] data
[1] journalists
[1] dhum1727
[1] tutorial
[1] datascience
[1] research
[1] journalism

Top Hashtags in Tweet in G5:
[28] datajournalism
[23] predictiveanalytics
[6] data
[6] datafellows
[1] ddj
[1] strategiccommunication

Top Hashtags in Tweet in G6:
[21] datajournalism
[5] storygrants
[1] ddj
[1] opendata
[1] wildeye

Top Hashtags in Tweet in G7:
[3] dati
[3] datajournalism
[2] ddj
[2] datapluswomen
[1] навального
[1] gijc
[1] covid19
[1] osint
[1] houthiterrorisminyemen
[1] gitwitter

Top Hashtags in Tweet in G8:
[6] datajournalism
[2] datastorytelling

Top Hashtags in Tweet in G9:
[7] datajournalism
[5] dataviz
[5] ddj
[3] data
[2] datavisualisation
[1] iwd2021

Top Hashtags in Tweet in G10:
[11] wildeye
[1] opendata
[1] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[215] #datajournalism
[182] data
[119] datajournalism
[70] journalists
[67] online
[61] free
[57] media
[47] apply
[44] verification
[44] handbook

Top Words in Tweet in G1:
[96] datajournalism
[37] ejcnet
[34] latest
[33] journalists
[30] #datajournalism
[27] #journalists
[23] free
[23] together
[22] online
[21] happy

Top Words in Tweet in G2:
[24] #datajournalism
[8] journalism
[8] র
[7] data
[5] য
[4] great
[4] স
[3] journalists
[3] online
[3] outils

Top Words in Tweet in G3:
[42] media
[40] manipulation
[39] craigsilverman
[37] verification
[37] handbook
[37] disinformation
[36] online
[36] avialable
[36] free
[6] section

Top Words in Tweet in G4:
[33] wikidata
[30] data
[28] concept
[28] one
[28] compare
[28] busy
[28] train
[28] station
[28] millions
[28] links

Top Words in Tweet in G5:
[34] apply
[29] fellows
[28] data
[28] #datajournalism
[27] humdata
[23] today
[23] part
[23] next
[23] class
[23] details

Top Words in Tweet in G6:
[21] #datajournalism
[15] earthjournalism
[13] evaconstantaras
[12] data
[11] paid
[11] learn
[11] environmental
[11] mentorship
[11] wrangling
[10] stimsonce

Top Words in Tweet in G7:
[7] nodexl
[6] datajournalism
[5] salhaj
[5] gijn
[4] sigmaawards
[3] ancora
[3] avete
[3] qualche
[3] dubbio
[3] sul

Top Words in Tweet in G8:
[11] dataninjait
[6] #datajournalism
[5] voxeurop
[4] more
[4] mercoledì
[4] farvi
[4] innamorare
[4] quello
[4] secondo
[4] l'unico

Top Words in Tweet in G9:
[7] #datajournalism
[5] week's
[5] #dataviz
[5] #ddj
[5] etc
[5] links
[4] c_aguilargarcia
[3] #data
[2] warninggraphicc
[2] northernjamie

Top Words in Tweet in G10:
[22] wildlife
[13] collaboration
[13] key
[13] law
[13] enforcement
[13] agencies
[13] need
[13] work
[13] together
[13] put

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] verification,handbook
[41] media,manipulation
[38] handbook,disinformation
[37] craigsilverman,verification
[37] disinformation,media
[37] manipulation,online
[37] online,avialable
[37] avialable,free
[32] data,points
[31] concept,one

Top Word Pairs in Tweet in G1:
[21] happy,support
[21] support,journalists
[21] journalists,together
[21] together,datajournalism
[21] datajournalism,ejcnet
[21] ejcnet,stay
[21] stay,secure
[21] secure,today's
[21] today's,online
[21] online,world

Top Word Pairs in Tweet in G2:
[3] data,journalism
[2] data,science
[2] #datajournalism,#opendata
[2] angolo,#datajournalism
[2] adoro,questo
[2] র,স
[2] য,ন

Top Word Pairs in Tweet in G3:
[40] media,manipulation
[37] verification,handbook
[37] handbook,disinformation
[36] craigsilverman,verification
[36] disinformation,media
[36] manipulation,online
[36] online,avialable
[36] avialable,free
[4] introduction,section
[2] next,section

Top Word Pairs in Tweet in G4:
[28] concept,one
[28] one,compare
[28] compare,wikidata
[28] wikidata,busy
[28] busy,train
[28] train,station
[28] station,millions
[28] millions,links
[28] links,between
[28] between,data

Top Word Pairs in Tweet in G5:
[23] apply,today
[23] today,part
[23] part,next
[23] next,class
[23] class,humdata
[23] humdata,data
[23] data,fellows
[23] fellows,details
[23] details,below
[23] below,#datajournalism

Top Word Pairs in Tweet in G6:
[11] paid,learn
[11] learn,environmental
[11] environmental,#datajournalism
[11] #datajournalism,mentorship
[11] mentorship,earthjournalism
[11] earthjournalism,data
[11] data,wrangling
[10] evaconstantaras,paid
[10] wrangling,stimsonce
[4] earthjournalism,stimsoncenter

Top Word Pairs in Tweet in G7:
[3] ancora,avete
[3] avete,qualche
[3] qualche,dubbio
[3] dubbio,sul
[3] sul,ruolo
[3] ruolo,sempre
[3] sempre,più
[3] più,importante
[3] importante,dei
[3] dei,#dati

Top Word Pairs in Tweet in G8:
[4] mercoledì,dataninjait
[4] dataninjait,farvi
[4] farvi,innamorare
[4] innamorare,quello
[4] quello,secondo
[4] secondo,l'unico
[4] l'unico,tool
[4] tool,davvero
[4] davvero,insostituibile
[4] insostituibile,chi

Top Word Pairs in Tweet in G9:
[5] week's,#dataviz
[5] #dataviz,#ddj
[5] #ddj,#datajournalism
[5] etc,links
[3] #datajournalism,#data
[3] #data,etc
[2] warninggraphicc,week's
[2] #datajournalism,etc
[2] links,northernjamie
[2] northernjamie,c_aguilargarcia

Top Word Pairs in Tweet in G10:
[13] collaboration,key
[13] key,law
[13] law,enforcement
[13] enforcement,agencies
[13] agencies,need
[13] need,work
[13] work,together
[13] together,put
[13] put,end
[13] end,rhino

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@craigsilverman
@humdata
@ejcnet
@wikimedia
@ire_nicar
@stucampo
@tutanotateam
@denisemalan
@earthjournalism

Top Mentioned in G1:
@datajournalism
@ejcnet
@ire_nicar
@tutanotateam
@denisemalan
@samdubberley
@jumozerlia
@wikipedia
@amnesty
@the_ccij

Top Mentioned in G2:
@feministdata

Top Mentioned in G3:
@craigsilverman
@bostonjoan
@brandyzadrozny
@datajournalism

Top Mentioned in G4:
@wikimedia
@datajournalism
@wikidata
@moni
@connected_data
@datajou

Top Mentioned in G5:
@humdata
@stucampo
@datajournalism

Top Mentioned in G6:
@earthjournalism
@evaconstantaras
@stimsoncenter
@thibitweets
@opendevcam
@internews
@sinarpro
@gijn
@mediagfmd

Top Mentioned in G7:
@salhaj
@sigmaawards
@theeconomist
@gijn
@marysemonen
@datajournalism
@engert
@brodnig
@ricardo_ik_ahau
@mcx83

Top Mentioned in G8:
@dataninjait
@federicacocco
@ft
@alice_corona
@puntofisso
@edjnet
@voxeurop
@ccriadoperez
@jsvine
@openpolis

Top Mentioned in G9:
@c_aguilargarcia
@warninggraphicc
@northernjamie
@ftdata
@guardianvisuals
@d
@dylanspielman
@nprviz
@axiosvisuals
@blprnt

Top Mentioned in G10:
@oxciej
@wildeye_news

Top Tweeters
Top Tweeters in Entire Graph:
@milatrud11
@globeandmail
@kmontenegro
@corriere
@dwatchnews
@jimmyroybloom
@plankysmith
@joanarssousa
@trendsinai
@data_nerd

Top Tweeters in G1:
@kmontenegro
@kas_stoner
@rdsweb
@nellinson
@margymaclibrary
@bbbcccnnn
@jensutt6971
@chadmccullough
@mat
@ahmedmedien

Top Tweeters in G2:
@data_nerd
@estate4
@journtoolbox
@eeekabee
@zakariav13
@moctarkane
@asitchoma
@andrea_boscaro
@datasafrica
@eve_virt

Top Tweeters in G3:
@plankysmith
@terajits
@elle_v__
@jayeshmthakur
@moswaa
@abuffseagull
@steverukavina
@craigsilverman
@ubiquity75
@aram

Top Tweeters in G4:
@steltenpower
@mentxuwiki
@fuzzyleapfrog
@myleejoseph
@e_j_hayes
@karounos
@nickpoole1
@sylvianursebc
@lambo
@wbpratama

Top Tweeters in G5:
@dwatchnews
@nordicgeo
@manifattura40
@faineg
@giuliowolfe
@benparker140
@petransparente
@ximenacontla
@stucampo
@humdata

Top Tweeters in G6:
@rozali53
@jamesrbuk
@ijnet
@leowmjw
@katray
@mawakresna
@stimsoncenter
@kadethoss
@mediagfmd
@internews

Top Tweeters in G7:
@ricardo_ik_ahau
@bagaluesunab
@theeconomist
@salhaj
@ethicaldavid
@truthsayerodet1
@tiareports
@jack
@brodnig
@podem_gijn

Top Tweeters in G8:
@ft
@puntofisso
@federicacocco
@donatacolumbro
@ekoner
@civio
@voxeurop
@nelsonmau
@jagaraviles
@ccriadoperez

Top Tweeters in G9:
@conversationuk
@davidallengreen
@royalsociety
@blprnt
@northernjamie
@bigbrotherwatch
@foundry4_uk
@alexselbyb
@d
@womentechmakers

Top Tweeters in G10:
@milatrud11
@felucisusanna
@amcell
@chhavi
@louisa1000
@whiteshark902
@mendelsonimages
@cwitvrouwen
@fighting4rhinos
@andee_mat


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