datajournalism, Twitter, 4/4/2022 9:22:15 PM, 274300


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datajournalism_2022-04-04_09-18-41.xlsx
datajournalism_2022-04-04_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3LHKrYY
@datajournalism
@code4africa
@juditalonsog
@spacesforgood
@pulitzercenter
@oxciej
@gchenais
@liliasaul
@valerie_ouellet
@cathrinesot

Top hashtags:
#datajournalism
#ddj
#dataviz
#intlforestday
#data
#spme2022

Description:
Description
The graph represents a network of 418 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, 04 April 2022 at 16:18 UTC.

The requested start date was Monday, 04 April 2022 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 13-day, 8-hour, 13-minute period from Monday, 21 March 2022 at 07:51 UTC to Sunday, 03 April 2022 at 16:04 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 : 418
Unique Edges : 281
Edges With Duplicates : 644
Total Edges : 925
Number of Edge Types : 5
Retweet : 290
MentionsInRetweet : 402
Replies to : 10
Tweet : 73
Mentions : 150
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0357852882703777
Reciprocated Edge Ratio : 0.0690978886756238
Connected Components : 48
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 253
Maximum Edges in a Connected Component : 622
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.653956
Graph Density : 0.00298899636271844
Modularity : 0.513833
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 418 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, 04 April 2022 at 16:18 UTC.

The requested start date was Monday, 04 April 2022 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 13-day, 8-hour, 13-minute period from Monday, 21 March 2022 at 07:51 UTC to Sunday, 03 April 2022 at 16:04 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:
[8] https://gallery.keshif.me/VisTools
[3] https://twitter.com/datajournalism/status/1509801569830715398
[3] https://gijn.org/2022/04/01/data-journalism-top-10-ukraines-destruction-russias-isolation-007s-cars-oscar-movies/
[3] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[3] https://narr.de/statistik-f%C3%BCr-journalistinnen-45340/
[2] https://inteltechniques.com/book1.html
[2] https://datajournalism.com/read/handbook/verification-3
[2] https://twitter.com/datajournalism/status/1506613398791983105
[2] https://www.youtube.com/watch?v=2MsN8gpT6jY

[2] https://www.realtor.com/news/trends/the-most-affordable-places-to-buy-a-vacation-home/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] https://datajournalism.com/read/blog/data-journalism-survey-2021
[1] https://twitter.com/i/web/status/1508349398446743552
[1] https://twitter.com/i/web/status/1509127607308144645
[1] https://twitter.com/i/web/status/1504785692106371073
[1] https://ukraine.bellingcat.com
[1] https://twitter.com/ejcnet/status/1504049877042581509
[1] https://docs.google.com/presentation/d/13Pp5I2Ckgiy0LPVsy4LYlSmoEz_xbqJSVUZ3_1atlCU/
[1] https://www.investigate-europe.eu/en/2022/eu-states-exported-weapons-to-russia/
[1] https://twitter.com/i/web/status/1506196587193765889
[1] https://www.szabadeuropa.hu/a/valasztas-2022-percrol-percre-orban-marki-zay-szavazas-voksolas-nepszavazas/31780978.html?lbis=277739#entry-shared

Top URLs in Tweet in G2:
[2] https://clairemiller.net/blog/2022/03/using-excel-as-a-web-scraper-getting-started-with-data-journalism/
[1] https://www.thecourier.co.uk/fp/courier-investigations/3150890/unique-baby-names-scotland/
[1] https://twitter.com/i/web/status/1508341741828644867
[1] https://medium.com/warning-graphic-content/1-april-2022-d15e060feae5
[1] https://twitter.com/i/web/status/1508426269280583680
[1] https://twitter.com/i/web/status/1506229801291591685
[1] https://puntofisso.net/newsletter/

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=2MsN8gpT6jY


Top URLs in Tweet in G4:
[1] https://europeandatajournalism.us16.list-manage.com/subscribe?u=f6e86bbf8c60c30fa541cf4dc&id=67b0ce6979
[1] https://twitter.com/i/web/status/1504415273683722240
[1] https://sigmaawards.org/slack/
[1] https://twitter.com/sigmaawards/status/1504082953206484998
[1] https://www.eluniversal.com.mx/nacion/asesinan-una-nina-cada-dia-en-mexico
[1] https://twitter.com/i/web/status/1506195239186452492

Top URLs in Tweet in G5:
[1] https://medium.com/we-are-the-european-journalism-centre/news-impact-summit-returns-to-explore-the-future-of-editorial-76958ccc3be3
[1] https://datahandbook.lab.imedd.org/
[1] https://flourish.studio/blog/finance-uncovered-customer-story/

Top URLs in Tweet in G6:
[3] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[2] https://twitter.com/Amazon_RJF/status/1505929218240167949
[1] https://gijn.org/2022/04/03/%E0%A6%B9%E0%A6%BE%E0%A6%AE%E0%A6%B2%E0%A6%BE-%E0%A6%93-%E0%A6%A8%E0%A6%BF%E0%A6%AA%E0%A7%80%E0%A7%9C%E0%A6%A8%E0%A7%87%E0%A6%B0-%E0%A6%B6%E0%A6%BF%E0%A6%95%E0%A6%BE%E0%A6%B0/
[1] https://twitter.com/i/web/status/1506141171151687681
[1] https://gijn.org/2022/03/25/data-journalism-top-10-russias-mistakes-ukrainian-refugees-hong-kongs-covid-crisis-best-dataviz/
[1] https://gijn.org/2022/04/01/data-journalism-top-10-ukraines-destruction-russias-isolation-007s-cars-oscar-movies/
[1] https://twitter.com/i/web/status/1506036717471424513
[1] https://twitter.com/i/web/status/1506038647023280130
[1] https://datajournalism.com/watch/python-for-journalists
[1] https://twitter.com/i/web/status/1505924805119430665

Top URLs in Tweet in G7:
[2] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[2] https://datajournalism.com/read/longreads/machine-learning-investigative-journalism
[2] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[2] https://inteltechniques.com/book1.html
[2] https://datajournalism.com/read/handbook/verification-3
[1] https://datajournalism.com/read/blog/data-journalism-survey-2021
[1] https://twitter.com/i/web/status/1505951253930467329
[1] https://twitter.com/LeviWesterveld/status/1506253203704356867
[1] https://twitter.com/bern_hogan/status/1506428955779289092
[1] https://www.journalism.co.uk/news/tool-for-journalists-ipi-tracker-for-monitoring-attacks-on-the-press-throughout-ukrainian-war/s2/a912317/

Top URLs in Tweet in G9:
[2] https://www.datasketch.co/newsletter/data-journalism/issue-challenges-and-ux-accesibility/
[1] https://www.youtube.com/watch?v=v3Tp48_yHfw

[1] https://twitter.com/i/web/status/1508187109378646017
[1] https://www.datasketch.co/newsletter/data-journalism/issue-challenges-and-ux-accesibility
[1] https://twitter.com/30DayChartChall/status/1504501875260936201
[1] https://twitter.com/i/web/status/1508549518370947087

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1508693801363251206
[1] https://twitter.com/globalfreemedia/status/1506289520706297860
[1] https://us02web.zoom.us/j/3610728621?pwd=SUlKRXZDOTUvemJGcE1Pb0ZBWUErQT09

Top Domains
Top Domains in Tweet in Entire Graph:
[50] twitter.com
[13] datajournalism.com
[8] keshif.me
[6] gijn.org
[3] medium.com
[3] pulitzercenter.org
[3] youtube.com
[3] realtor.com
[3] datasketch.co
[3] narr.de

Top Domains in Tweet in G1:
[7] twitter.com
[1] datajournalism.com
[1] bellingcat.com
[1] google.com
[1] investigate-europe.eu
[1] szabadeuropa.hu
[1] datawrapper.de
[1] gijn.org

Top Domains in Tweet in G2:
[3] twitter.com
[2] clairemiller.net
[1] co.uk
[1] medium.com
[1] puntofisso.net

Top Domains in Tweet in G3:
[2] youtube.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] list-manage.com
[1] sigmaawards.org
[1] com.mx

Top Domains in Tweet in G5:
[1] medium.com
[1] imedd.org
[1] flourish.studio

Top Domains in Tweet in G6:
[6] twitter.com
[3] gijn.org
[3] pulitzercenter.org
[1] datajournalism.com

Top Domains in Tweet in G7:
[10] datajournalism.com
[6] twitter.com
[2] inteltechniques.com
[1] co.uk
[1] nytimes.com
[1] github.com
[1] gijn.org
[1] realtor.com
[1] linkedin.com
[1] medium.com

Top Domains in Tweet in G9:
[3] twitter.com
[3] datasketch.co
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[152] datajournalism
[32] ddj
[26] dataviz
[16] intlforestday
[13] data
[12] spme2022
[11] datajournalists
[10] opendata
[9] datavisualization
[8] civictech



Top Hashtags in Tweet in G1:
[18] datajournalism
[14] ddj
[7] datajournalists
[6] data
[3] nicar22
[2] covid19
[2] ukraine️
[2] civictech
[1] ukraine
[1] osintukraine

Top Hashtags in Tweet in G2:
[9] datajournalism
[6] ddj
[5] data
[3] dataviz
[2] startdatajournalism
[1] opendata

Top Hashtags in Tweet in G3:
[6] civictech
[6] datajournalism

Top Hashtags in Tweet in G4:
[12] datajournalism
[2] newsletter
[2] covid_19
[2] ddj
[1] datajournalists
[1] viz
[1] dataviz

Top Hashtags in Tweet in G5:
[1] nisprg
[1] eudatathon
[1] opendata
[1] dataviz
[1] interactive
[1] datajournalism
[1] peoplesideofdata

Top Hashtags in Tweet in G6:
[19] datajournalism
[16] intlforestday
[2] grant
[2] ddj
[1] datajournalists

Top Hashtags in Tweet in G7:
[16] datajournalism
[3] dataviz
[3] datavisualization
[2] ddj
[1] survey
[1] foodways
[1] adv
[1] ukrainerussianwar
[1] ukrainecrisis
[1] refugees

Top Hashtags in Tweet in G9:
[20] datajournalism
[2] sigma
[2] 30dayschartchallenge
[1] datajournalists
[1] ddj
[1] dataviz

Top Hashtags in Tweet in G10:
[2] datajournalism
[1] europeanunion
[1] mediaeu
[1] anticorruption

Top Words
Top Words in Tweet in Entire Graph:
[152] #datajournalism
[103] data
[77] team
[71] datajournalism
[65] code4africa
[51] part
[34] l_a_kelly
[34] র
[34] ন
[34] continent

Top Words in Tweet in G1:
[58] datajournalism
[26] russia
[22] ongoing
[21] continued
[21] buy
[21] arms
[21] eu
[21] until
[21] 2020
[21] despite

Top Words in Tweet in G2:
[34] l_a_kelly
[30] much
[28] announcement
[28] 6am
[28] morning
[28] bright
[28] bouncing
[28] baby
[28] name
[28] article

Top Words in Tweet in G3:
[57] code4africa
[30] continent
[30] largest
[30] network
[25] hiring
[25] team
[25] growing
[25] part
[24] indigen
[6] #civictech

Top Words in Tweet in G4:
[16] sigmaawards
[12] #datajournalism
[10] 2022
[9] shortlist
[9] 100
[7] finales
[7] 2021
[7] analizamos
[7] muertes
[7] niñas

Top Words in Tweet in G5:
[9] data
[5] version
[4] ejcnet
[4] last
[4] week
[4] presented
[4] athens
[4] greek
[4] book
[4] journalism

Top Words in Tweet in G6:
[34] র
[34] ন
[31] ব
[31] য
[24] pulitzercenter
[21] দ
[21] স
[21] প
[20] ক
[19] #datajournalism

Top Words in Tweet in G7:
[16] #datajournalism
[8] data
[6] journalism
[3] #dataviz
[3] journalists
[3] #datavisualization
[3] verification
[3] کنید
[2] #ddj
[2] interesting

Top Words in Tweet in G8:
[2] rahimnwali
[2] bella_twine
[2] abyromercy
[2] philipogola
[2] yadanetworks
[2] ahrnfoundation
[2] uganda_digital
[2] agendake

Top Words in Tweet in G9:
[20] #datajournalism
[11] climate
[9] datasketch
[7] issue
[6] using
[6] improve
[5] online
[5] training
[5] techniques
[5] stories

Top Words in Tweet in G10:
[26] oxciej
[13] collaboration
[11] today
[11] team
[11] talking
[11] journey
[11] using
[11] transparency
[11] accountability
[10] counte

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] continent,largest
[34] largest,network
[28] announcement,6am
[28] 6am,morning
[28] morning,bright
[28] bright,bouncing
[28] bouncing,baby
[28] baby,name
[28] name,article
[28] article,born

Top Word Pairs in Tweet in G1:
[21] russia,continued
[21] continued,buy
[21] buy,arms
[21] arms,eu
[21] eu,until
[21] until,2020
[21] 2020,despite
[21] despite,ongoing
[21] ongoing,embargo
[21] embargo,biggest

Top Word Pairs in Tweet in G2:
[28] announcement,6am
[28] 6am,morning
[28] morning,bright
[28] bright,bouncing
[28] bouncing,baby
[28] baby,name
[28] name,article
[28] article,born
[28] born,first
[28] first,series

Top Word Pairs in Tweet in G3:
[30] continent,largest
[30] largest,network
[25] hiring,code4africa
[25] code4africa,team
[25] team,growing
[25] growing,part
[25] part,continent
[24] code4africa,hiring
[24] network,indigen
[5] see,something

Top Word Pairs in Tweet in G4:
[9] 2022,shortlist
[9] sigmaawards,2022
[9] 100,#datajournalism
[7] finales,2021
[7] 2021,analizamos
[7] analizamos,muertes
[7] muertes,niñas
[7] niñas,méxico
[7] méxico,días
[7] días,menor

Top Word Pairs in Tweet in G5:
[4] last,week
[4] week,presented
[4] presented,athens
[4] athens,greek
[4] greek,version
[4] version,book
[4] book,data
[4] data,journalism
[4] journalism,handbook
[4] handbook,towards

Top Word Pairs in Tweet in G6:
[17] dieguitocazar,team
[17] team,used
[13] start,pulitzercenter
[13] pulitzercenter,celebration
[13] celebration,#intlforestday
[13] #intlforestday,highlight
[13] highlight,dieguitocazar
[12] seasia_rjf,start
[12] used,#datajourna
[11] স,ব

Top Word Pairs in Tweet in G7:
[2] more,people
[2] power,data
[2] data,storytelling
[2] storytelling,lifestyle
[2] lifestyle,journalism
[2] bring,machines
[2] machines,ai
[2] ai,powered
[2] powered,investigative
[2] investigative,journalism

Top Word Pairs in Tweet in G8:
[2] rahimnwali,bella_twine
[2] bella_twine,abyromercy
[2] abyromercy,philipogola
[2] philipogola,yadanetworks
[2] yadanetworks,ahrnfoundation
[2] ahrnfoundation,uganda_digital
[2] uganda_digital,agendake

Top Word Pairs in Tweet in G9:
[7] issue,#datajournalism
[5] online,training
[5] training,using
[5] using,#datajournalism
[5] #datajournalism,techniques
[5] techniques,improve
[5] improve,climate
[5] climate,stories
[5] stories,thanks
[5] thanks,marcoranocc

Top Word Pairs in Tweet in G10:
[11] today,oxciej
[11] oxciej,team
[11] team,talking
[11] talking,journey
[11] journey,using
[11] using,transparency
[11] transparency,accountability
[10] oxciej,today
[10] accountability,collaboration
[10] collaboration,counte

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@l_a_kelly
@code4africa
@pulitzercenter
@bellingcat
@dieguitocazar
@oxciej
@seasia_rjf
@citescolaire89
@kirkdborne

Top Mentioned in G1:
@datajournalism
@bellingcat
@leviwesterveld
@nytimes
@code4africa
@pulitzercenter
@gijn
@journalismfest
@datawrapper
@humdata

Top Mentioned in G2:
@l_a_kelly
@joelysantacruz
@clairemilleruk
@clivingstone_pj
@puntofisso
@warninggraphicc

Top Mentioned in G3:
@code4africa
@github

Top Mentioned in G4:
@sigmaawards
@danygm87
@wikidata
@datajournalism
@edjnet
@ft
@maxharlow
@ftdata
@birkbeckfmacs
@samjoiner

Top Mentioned in G5:
@ejcnet
@datajournalism
@cathrinesot
@googlenewsinit
@edjnet
@gijn
@imeddlab
@bb_liliana
@jwyg
@kellykiki_

Top Mentioned in G6:
@pulitzercenter
@dieguitocazar
@seasia_rjf
@amazon_rjf
@datajournalism
@gijnturkish

Top Mentioned in G8:
@bella_twine
@abyromercy
@philipogola
@yadanetworks
@ahrnfoundation
@uganda_digital
@agendake
@samanthapostman
@mosesowiny
@ladiesjoint

Top Mentioned in G9:
@datasketch
@marcoranocc
@climatetracking
@hasselfallas
@la_data_cuenta
@datajournalism
@oxciej

Top Mentioned in G10:
@oxciej
@wildeye_news
@wildey
@datajournalism

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@nytimes
@rstatstweet
@nzstuff
@skysport
@shonatiger
@financialtimes
@rahah_ghazali
@ft

Top Tweeters in G1:
@nytimes
@margymaclibrary
@smurfgg
@sousapps
@arc_atlantique
@otfrom
@sahnetaeter
@ulrikamhedman
@ronpatz
@omniashawkat

Top Tweeters in G2:
@charlesarthur
@pressjournal
@puntofisso
@bbearj
@paulbradshaw
@owenboswarva
@curium
@thomassenland
@marjono__
@guardeddon

Top Tweeters in G3:
@shonatiger
@qlwakhe
@rondera
@cebelihlem
@zahratunda
@beniandthejets
@justinxdelane
@mfundvok
@jamlabafrica
@hazelmkhwanazi

Top Tweeters in G4:
@ft
@ergodically
@feminicidio
@fahmidahyousfi
@ijnet
@liliasaul
@mardzb
@gchenais
@wikidata
@samjoiner

Top Tweeters in G5:
@digitaleu
@journoresource
@laughlinpaul
@charts4bitcoin
@ejcnet
@eu_opendata
@cijournalism
@eutenders
@dataecoeu
@opencontracting

Top Tweeters in G6:
@pulitzercenter
@vjeanneperrier
@pinardag
@dieguitocazar
@lasanta_studio
@espaciadorabar
@d_prawira
@jackybeltran
@camachojaime
@gijnbangla

Top Tweeters in G7:
@paulguinnessy
@postoditacco
@anbenedetti
@teelmo
@thedigitalken
@silvestroram
@robinfearon
@carlapedret
@w3lovemedia
@hunterwhitney

Top Tweeters in G8:
@philipogola
@jumuiya
@samanthapostman
@mosesowiny
@ubcjournalism
@prau_uganda
@abyromercy
@agendake
@uganda_digital
@bella_twine

Top Tweeters in G9:
@mauriciojaramil
@juditalonsog
@climatetracking
@carbon_stink
@giubianconi
@datasketch
@jpmarindiaz
@opendatacharter
@hasselfallas
@laura_tamia

Top Tweeters in G10:
@bright8694
@louisa1000
@spokesmash
@richard_spoor
@loveswaziland
@andee_mat
@idesdebruyne
@jacoprins_
@oxciej
@kayomuriungi


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