datajournalism, Twitter, 12/30/2020 5:25:12 AM, 244367


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datajournalism_2020-12-29_07-00-21.xlsx
datajournalism_2020-12-29_07-00-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2020
Short Description:
datajournalism via NodeXL https://bit.ly/34QTHXF
@datajournalism
@sigmaawards
@dataphyte
@jayangbayi
@glenkcampbell
@cronycle
@gijn
@atloteam
@cephillips
@biglocalnews

Top hashtags:
#datajournalism
#covid19
#ddj
#data
#verification
#misinformation
#journalism

Description:
Description
The graph represents a network of 515 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 Tuesday, 29 December 2020 at 15:01 UTC.

The requested start date was Monday, 28 December 2020 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, 15-hour, 57-minute period from Monday, 14 December 2020 at 02:01 UTC to Sunday, 27 December 2020 at 17:59 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 : 515
Unique Edges : 390
Edges With Duplicates : 799
Total Edges : 1189
Number of Edge Types : 5
Retweet : 332
MentionsInRetweet : 496
Mentions : 220
Tweet : 126
Replies to : 15
Self-Loops : 129
Reciprocated Vertex Pair Ratio : 0.0388978930307942
Reciprocated Edge Ratio : 0.0748829953198128
Connected Components : 86
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 738
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.190706
Graph Density : 0.00242151788749953
Modularity : 0.479362
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 515 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 Tuesday, 29 December 2020 at 15:01 UTC.

The requested start date was Monday, 28 December 2020 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, 15-hour, 57-minute period from Monday, 14 December 2020 at 02:01 UTC to Sunday, 27 December 2020 at 17:59 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:
[20] https://datajournalism.com/read/longreads/covid-19-data-journalism
[14] https://sigmaawards.org/
[8] https://lab.repubblica.it/2020/cronaca/figli-di-papa/
[7] https://biglocalnews.org/
[6] https://gijn.org/2020/12/04/charlasgijn-como-lo-hicieron-periodismo-de-datos-en-pandemia/?utm_content=buffer9b7e6&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[6] https://journalismcourses.org/coursecat/self-directed-courses/
[4] https://twitter.com/datajournalism/status/1341650053279170560
[4] https://datajournalism.com/read/longreads/harnessing-wikipedias-superpowers-for-journalism
[4] https://datajournalism.com/awards/
[3] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/how-to-analyze-social-media-accounts

Top URLs in Tweet in G1:
[9] https://datajournalism.com/read/longreads/covid-19-data-journalism
[4] https://gijn.org/2020/12/04/charlasgijn-como-lo-hicieron-periodismo-de-datos-en-pandemia/?utm_content=buffer9b7e6&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[2] https://datajournalism.com/read/newsletters/vaccine-hesitancy
[2] https://twitter.com/datajournalism/status/1338815666166624256
[2] https://soundcloud.com/datajournalism/episode-19-conversation-with-prof-heidi-larson
[1] https://twitter.com/i/web/status/1338748902619705344
[1] https://twitter.com/i/web/status/1341650053279170560
[1] https://twitter.com/i/web/status/1342012960886157314
[1] https://twitter.com/i/web/status/1342376623430098946
[1] https://twitter.com/i/web/status/1338023531301498884

Top URLs in Tweet in G2:
[7] https://datajournalism.com/read/longreads/covid-19-data-journalism
[2] https://datajournalism.com/
[1] https://findoutwhy.info/blog
[1] http://cdhkdata.chinadailyhk.com/genderparity
[1] https://twitter.com/datajournalism/status/1338815666166624256
[1] https://twitter.com/i/web/status/1339142760960552960
[1] https://twitter.com/SthLondonPress/status/1339133301420912640
[1] https://twitter.com/ArcGISStoryMaps/status/1338620043148582915
[1] https://twitter.com/datajournalism/status/1339183028489293824
[1] http://www.datajournalism.it/il-ruolo-delle-donne-al-festival-di-sanremo/

Top URLs in Tweet in G3:
[11] https://sigmaawards.org/
[7] https://biglocalnews.org/
[2] https://biglocalnews.org
[1] https://twitter.com/i/web/status/1342251247265583104
[1] https://twitter.com/i/web/status/1338582039109492738
[1] https://twitter.com/i/web/status/1338686984311681024
[1] https://twitter.com/i/web/status/1340039205645406215
[1] https://twitter.com/i/web/status/1341081123812757504
[1] https://twitter.com/i/web/status/1341586084610895872
[1] https://twitter.com/i/web/status/1341826609431527424

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1342757097784700929
[1] https://twitter.com/i/web/status/1338785476271099905

Top URLs in Tweet in G5:
[1] https://twitter.com/mahmoud_mamoudi/status/1339878624560893953
[1] https://twitter.com/LittleMissRain1/status/1339881375458086912
[1] https://twitter.com/i/web/status/1340548048850706433
[1] https://twitter.com/i/web/status/1340231037901807616
[1] https://twitter.com/i/web/status/1340226295247081473
[1] https://twitter.com/i/web/status/1340242999851298816
[1] https://twitter.com/i/web/status/1340230584086441984
[1] https://twitter.com/i/web/status/1340220351473696772
[1] https://twitter.com/i/web/status/1339914936076648448
[1] https://twitter.com/i/web/status/1340229808077361153

Top URLs in Tweet in G7:
[8] https://lab.repubblica.it/2020/cronaca/figli-di-papa/

Top URLs in Tweet in G8:
[1] https://twitter.com/datajournalism/status/1339549874140962820

Top URLs in Tweet in G9:
[2] https://www.ilpost.it/2020/12/19/riscaldamento-clima-comuni/

Top URLs in Tweet in G10:
[6] https://journalismcourses.org/coursecat/self-directed-courses/
[4] https://datajournalism.com/awards/
[1] https://twitter.com/i/web/status/1341473590114283520
[1] https://twitter.com/i/web/status/1339208658836570118
[1] https://twitter.com/i/web/status/1339344561064222720
[1] https://twitter.com/i/web/status/1340069336371716096
[1] https://twitter.com/i/web/status/1340431718386429953

Top Domains
Top Domains in Tweet in Entire Graph:
[102] twitter.com
[44] datajournalism.com
[14] sigmaawards.org
[11] gijn.org
[9] biglocalnews.org
[8] repubblica.it
[8] datajournalism.it
[6] journalismcourses.org
[4] agi.it
[3] paper.li

Top Domains in Tweet in G1:
[20] twitter.com
[16] datajournalism.com
[4] gijn.org
[2] soundcloud.com
[1] jetpack.ai
[1] scientificamerican.com
[1] heartheblindspot.org
[1] youtube.com
[1] onlinejournalismblog.com
[1] paper.li

Top Domains in Tweet in G2:
[13] twitter.com
[11] datajournalism.com
[7] datajournalism.it
[1] findoutwhy.info
[1] chinadailyhk.com
[1] nytimes.com
[1] visual.ly
[1] cnbctv18.com
[1] disclose.ngo
[1] bbc.com

Top Domains in Tweet in G3:
[11] sigmaawards.org
[9] biglocalnews.org
[9] twitter.com
[1] gijn.org

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

Top Domains in Tweet in G5:
[10] twitter.com

Top Domains in Tweet in G7:
[8] repubblica.it

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

Top Domains in Tweet in G9:
[2] ilpost.it

Top Domains in Tweet in G10:
[6] journalismcourses.org
[5] twitter.com
[4] datajournalism.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[200] datajournalism
[101] covid19
[44] ddj
[27] data
[23] verification
[23] misinformation
[20] journalism
[20] sigmas21
[19] datajournalists
[19] affcameroon



Top Hashtags in Tweet in G1:
[52] datajournalism
[43] covid19
[25] data
[16] datajournalists
[14] journalists
[13] nisdata
[13] misinformation
[11] covidvaccine
[8] covidvaccines
[6] dataviz

Top Hashtags in Tweet in G2:
[20] datajournalism
[4] dataviz
[3] ddj
[2] açıkveri
[2] veriokuryazarlığı
[2] verigazeteciliği
[2] verigörselleştirme
[2] veribülteni
[2] opendata
[1] misinformation

Top Hashtags in Tweet in G3:
[31] datajournalism
[30] ddj
[17] sigmas21
[12] covid19
[6] state
[5] sigma21
[3] covid
[1] datajournalists
[1] nisdata

Top Hashtags in Tweet in G4:
[19] verification
[6] datajournalism
[1] covidvaccine
[1] misinformation
[1] covid19
[1] datajournalists
[1] nisdata

Top Hashtags in Tweet in G5:
[19] affcameroon
[14] factchecking
[14] cameroon
[11] datajournalism
[11] blogging
[11] journalism
[8] hatefreecameroon
[8] defyhatenow
[6] coronavirusfacts
[5] digitalrights

Top Hashtags in Tweet in G6:
[23] datajournalism

Top Hashtags in Tweet in G7:
[6] datajournalism
[2] figli

Top Hashtags in Tweet in G8:
[1] vaccineconfidenceproject
[1] dkpol
[1] dkmedier
[1] covid19dk

Top Hashtags in Tweet in G9:
[4] datajournalism
[2] covid19
[2] climatechange
[2] eu
[2] dataviz
[1] data
[1] fincenfiles
[1] ddj
[1] maps
[1] journalists

Top Hashtags in Tweet in G10:
[27] covid19
[9] datajournalism
[6] investigativereporting
[6] mapping
[6] misinformation
[1] mediainnovation
[1] startups
[1] sigma21

Top Words
Top Words in Tweet in Entire Graph:
[199] #datajournalism
[167] datajournalism
[112] data
[101] #covid19
[82] open
[72] 2020
[64] year
[52] sigmaawards
[47] journalism
[44] #ddj

Top Words in Tweet in G1:
[121] datajournalism
[52] #datajournalism
[43] 2020
[43] #covid19
[37] year
[34] important
[34] shown
[34] potential
[34] collaborating
[33] disc

Top Words in Tweet in G2:
[20] #datajournalism
[7] data
[7] 2020
[6] journalism
[5] people
[4] #dataviz
[3] impact
[3] more
[3] misinformation
[3] #ddj

Top Words in Tweet in G3:
[46] sigmaawards
[31] #datajournalism
[30] #ddj
[26] best
[23] year
[20] ppp
[19] open
[19] submit
[17] #sigmas21
[15] ijnet

Top Words in Tweet in G4:
[23] ejcnet
[23] datajournalism
[20] craignewmark
[19] recommended
[19] weekend
[19] read
[19] team
[19] free
[19] #verification
[19] handbook

Top Words in Tweet in G5:
[24] cohort
[19] #affcameroon
[18] fellowship
[15] africa
[14] #factchecking
[14] #cameroon
[13] training
[12] currently
[12] factchecking
[11] #datajournalism

Top Words in Tweet in G6:
[23] mesi
[23] pandemia
[23] non
[23] hanno
[23] ancora
[23] capito
[23] differenza
[23] tra
[23] letalità
[23] mortalità

Top Words in Tweet in G7:
[14] tua
[7] scopri
[7] quanto
[7] famiglia
[7] origine
[7] influenza
[7] carriera
[7] repubblica
[6] #datajournalism
[3] chianard

Top Words in Tweet in G9:
[6] tool
[5] datajournalism
[5] ilpost
[5] racconta
[5] quando
[5] abbiamo
[5] creato
[5] visualizzare
[5] cambiamento
[5] climatico

Top Words in Tweet in G10:
[27] #covid19
[26] courses
[19] data
[14] wow
[14] amidst
[14] lockdown
[14] trainings
[14] award
[14] grants
[14] special

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] data,journalism
[38] #datajournalism,#covid19
[37] 2020,important
[37] important,year
[37] year,#datajournalism
[37] #covid19,shown
[37] shown,potential
[37] potential,collaborating
[36] datajournalism,2020
[36] collaborating,disc

Top Word Pairs in Tweet in G1:
[34] 2020,important
[34] important,year
[34] year,#datajournalism
[34] #datajournalism,#covid19
[34] #covid19,shown
[34] shown,potential
[34] potential,collaborating
[33] datajournalism,2020
[33] collaborating,disc
[13] recordings,#nisdata

Top Word Pairs in Tweet in G2:
[5] data,journalism
[2] natale,2020
[2] 2020,acquisti
[2] acquisti,online
[2] online,cashback
[2] #açıkveri,#veriokuryazarlığı
[2] #veriokuryazarlığı,#verigazeteciliği
[2] #verigazeteciliği,#verigörselleştirme
[2] #verigörselleştirme,#veribülteni
[2] #veribülteni,#ddj

Top Word Pairs in Tweet in G3:
[15] sigmaawards,#datajournalism
[15] #datajournalism,open
[15] open,entries
[15] entries,year
[15] year,categories
[15] categories,submit
[15] submit,best
[14] best,#ddj
[13] state,level
[13] level,ppp

Top Word Pairs in Tweet in G4:
[19] recommended,weekend
[19] weekend,read
[19] read,datajournalism
[19] datajournalism,team
[19] team,free
[19] free,#verification
[19] #verification,handbook
[19] handbook,supported
[19] supported,craignewmark
[18] ejcnet,recommended

Top Word Pairs in Tweet in G5:
[12] fellowship,currently
[12] africa,factchecking
[11] #blogging,#journalism
[11] #journalism,2nd
[11] 2nd,training
[11] training,third
[11] third,#cameroon
[11] #cameroon,ian
[11] ian,cohort
[11] cohort,africa

Top Word Pairs in Tweet in G6:
[23] mesi,pandemia
[23] pandemia,non
[23] non,hanno
[23] hanno,ancora
[23] ancora,capito
[23] capito,differenza
[23] differenza,tra
[23] tra,letalità
[23] letalità,mortalità
[23] mortalità,#datajournalism

Top Word Pairs in Tweet in G7:
[7] scopri,quanto
[7] quanto,tua
[7] tua,famiglia
[7] famiglia,origine
[7] origine,influenza
[7] influenza,tua
[7] tua,carriera
[5] #datajournalism,repubblica
[4] carriera,#datajournalism
[3] carriera,chianard

Top Word Pairs in Tweet in G9:
[5] ilpost,racconta
[5] racconta,quando
[5] quando,abbiamo
[5] abbiamo,creato
[5] creato,tool
[5] tool,visualizzare
[5] visualizzare,cambiamento
[5] cambiamento,climatico
[5] climatico,ognuno
[5] ognuno,dei

Top Word Pairs in Tweet in G10:
[14] wow,amidst
[14] amidst,#covid19
[14] #covid19,lockdown
[14] lockdown,trainings
[14] trainings,award
[14] award,grants
[14] grants,special
[14] special,publications
[14] publications,200
[14] 200,stories

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sigmaawards
@ejcnet
@craignewmark
@lorepregliasco
@ijnet
@jayangbayi
@fosdemresearch
@humdata
@profheidilarson

Top Mentioned in G1:
@datajournalism
@profheidilarson
@humdata
@maartenzam
@betsymason
@gijnes
@northeastern
@vaccine_trust
@vaimika
@ejcnet

Top Mentioned in G3:
@sigmaawards
@ijnet
@biglocalnews
@datajournalism
@googlenewsinit
@odipodev
@dataphyte
@jayangbayi
@oppsforafricans

Top Mentioned in G4:
@datajournalism
@ejcnet
@craignewmark
@kikollan

Top Mentioned in G5:
@nkowa_
@wanchiacynthia
@bloggerscm
@defyhatenowwca
@shingtimothy237
@defyhatenow
@intertwilight
@germanydiplo
@nsainsai
@bambotvalentine

Top Mentioned in G6:
@lorepregliasco

Top Mentioned in G7:
@repubblica
@chianard
@danieletesta
@precariunitinfn
@cpruniversitari
@precariuniticnr
@oxfamit
@oxfamitalia
@zangaridelbalzo
@pre

Top Mentioned in G8:
@tv2newsdk
@dr1tv
@dr2deadline
@statsmin
@akiversen
@lykkepetri
@solveigrp
@helenehinz
@heunicke
@sstbrostrom

Top Mentioned in G9:
@datajournalism
@sheldon_studio
@ilpost
@edjnet
@karim_douieb
@ijnet
@sigmaawards
@betsymason
@eulawdatapubs
@regioevaluation

Top Mentioned in G10:
@jayangbayi
@jcourses
@dataphyte
@theinteractiv
@jamlabafrica
@sigmaawards

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@repubblica
@cipherequality
@el_pais
@viralvideovlogs
@impierifilippo
@corriere
@nytimes
@dataaugmented
@dwatchnews

Top Tweeters in G1:
@viralvideovlogs
@dwatchnews
@conjja
@margymaclibrary
@info_aus
@dwatchnews_nam
@p24punto24
@_eleanorina
@alexisolivo
@sciam

Top Tweeters in G2:
@laci_bacsi
@krochmal
@drjanet_a_ward
@yogi_londhe
@sarahloyd
@biadea1975
@newsalliance
@jemoraz
@re_sieber
@karyncaplan

Top Tweeters in G3:
@sejorg
@professorkim
@ijnet
@michaelbolden
@marchelespina
@katray
@journalismfest
@smfrogers
@vsundqvist
@agustin_icij

Top Tweeters in G4:
@_redfrog
@karolabq
@craignewmark
@kikollan
@evematringe
@micheleweldon
@albinsonl
@air_landscape_x
@patburd
@stephengbrown

Top Tweeters in G5:
@cipherequality
@petit_ecolier
@marcghislaincmr
@mahmoud_mamoudi
@germanydiplo
@nelsonkwaje
@intertwilight
@wparchives_
@bloggerscm
@defyhatenow

Top Tweeters in G6:
@impierifilippo
@giuliog
@folucar
@michelaroi
@hce__
@clarembaldo
@brongosalvatore
@stefanodeloren1
@vivranda
@oathkeepergirl

Top Tweeters in G7:
@repubblica
@angiuoniluigi
@samraccosta
@oxfamitalia
@zangaridelbalzo
@precariuniticnr
@cnrsocial_
@gmaitila
@danieletesta
@precariunitinfn

Top Tweeters in G8:
@gmitchew
@tv2newsdk
@dr2deadline
@heunicke
@lmstsenderovitz
@henrik_ullum
@sstbrostrom
@solveigrp
@dr1tv
@statsmin

Top Tweeters in G9:
@ilpost
@bbbcccnnn
@euinmyregion
@eu_mare
@glenkcampbell
@eu_social
@eu_opendata
@euagri
@eulawdatapubs
@eu_budget

Top Tweeters in G10:
@kingbiodun_
@iam_yahayaym
@lotufodunrin
@mediacareerngr
@nucjpro
@badman_seun
@wollyhydrogen
@jamlabafrica
@jayangbayi
@mayowapost


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