datajournalism, Twitter, 12/12/2022 9:08:27 PM, 286136


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datajournalism_2022-12-12_10-00-01.xlsx
datajournalism_2022-12-12_10-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3FjxLpP
@datajournalism
@njuguna_phanuel
@glenkcampbell
@sbsdataj
@esdatasketch
@gijn
@camdighum
@l_a_kelly
@laneth8eth
@alpinamiezisy

Top hashtags:
#datajournalism
#ddj
#dataviz
#data
#journalism
#bigdata
#datascience

Description:
Description
The graph represents a network of 407 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, 12 December 2022 at 18:00 UTC.

The requested start date was Monday, 12 December 2022 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, 19-hour, 55-minute period from Monday, 28 November 2022 at 01:13 UTC to Sunday, 11 December 2022 at 21:08 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 : 407
Unique Edges : 305
Edges With Duplicates : 643
Total Edges : 948
Number of Edge Types : 5
Retweet : 237
MentionsInRetweet : 360
Mentions : 257
Replies to : 20
Tweet : 74
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0653061224489796
Reciprocated Edge Ratio : 0.122605363984674
Connected Components : 55
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 169
Maximum Edges in a Connected Component : 492
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.768885
Graph Density : 0.00315900315900316
Modularity : 0.476762
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 407 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, 12 December 2022 at 18:00 UTC.

The requested start date was Monday, 12 December 2022 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, 19-hour, 55-minute period from Monday, 28 November 2022 at 01:13 UTC to Sunday, 11 December 2022 at 21:08 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:
[14] https://datajournalism.com/survey/2022/
[11] https://premium.sbs.co.kr/article/W1-Tuu8thK
[11] https://learning.morningbrew.com/courses/analytics/data-storytelling-sprint
[11] https://premium.sbs.co.kr/article/TKRutgVfKa
[7] https://www.journaliststoolbox.org/2022/07/29/online_journalism/
[5] https://datajournalism.com/read/longreads/accessible-data-visualisation
[5] https://datajournalism.com/read/longreads/database-police-records-accountability
[4] https://stibee.com/api/v1.0/emails/share/dO0DYMXcnfCRj1EbY0pw559fwg6DiA4=
[3] https://twitter.com/datajournalism/status/1597592689163534336
[3] https://datajournalism.com/read/longreads/newsrooms-personal-information-policy

Top URLs in Tweet in G1:
[12] https://datajournalism.com/survey/2022/
[3] https://datajournalism.com/read/longreads/newsrooms-personal-information-policy
[3] https://twitter.com/datajournalism/status/1597592689163534336
[2] https://datajournalism.com/read/longreads/how-data-can-power-public-health-investigations-through-collaboration
[2] https://datajournalism.com/read/longreads/accessible-data-visualisation
[1] https://gijn.org/2022/12/06/what-data-journalists-need-to-know-about-application-programming-interfaces-apis/
[1] https://gijn.org/2022/12/02/data-journalism-top-10/
[1] https://twitter.com/i/web/status/1583427330789191680
[1] https://gijn.org/2022/12/09/editors-pick-top-10-data-journalism-projects-from-2022/
[1] https://mailchi.mp/gijn/newsletter-dec7-2022

Top URLs in Tweet in G2:
[11] https://premium.sbs.co.kr/article/W1-Tuu8thK
[11] https://premium.sbs.co.kr/article/TKRutgVfKa
[4] https://stibee.com/api/v1.0/emails/share/dO0DYMXcnfCRj1EbY0pw559fwg6DiA4=
[1] https://twitter.com/i/web/status/1598158376642674689
[1] https://twitter.com/i/web/status/1598158557308129280
[1] https://twitter.com/i/web/status/1598495679911198720
[1] https://twitter.com/i/web/status/1598495976112926720

Top URLs in Tweet in G3:
[2] https://datajournalism.com/survey/2022/
[1] https://twitter.com/NFTLever/status/1597228900811444226?t=1669671240
[1] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/1b-case-study-how-we-proved-that-the-biggest-black-lives-matter-page-on-facebook-was-fake
[1] https://twitter.com/i/web/status/1598439767209037824
[1] https://twitter.com/i/web/status/1598814870220075008
[1] https://datajournalism.com/read/longreads/math-anxiety-in-journalism
[1] https://twitter.com/optaanalyst/status/1599148096788713473
[1] https://twitter.com/datajournalism/status/1592490819755593728
[1] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants?utm_source=twitter&utm_medium=social&utm_campaign=Call-for-Apps
[1] https://twitter.com/gijn/status/1600431176350588928

Top URLs in Tweet in G4:
[1] https://twitter.com/EU_EMOS/status/1597192540603965441
[1] https://twitter.com/datajournalism/status/1597203010392068096

Top URLs in Tweet in G5:
[1] https://www.youtube.com/@newseraeu/streams

Top URLs in Tweet in G6:
[1] https://agahiawards.com/2022/nominee/%D8%B3%D9%86%D8%AF%DA%BE-%D9%85%DB%8C%DA%BA-%D8%A7%DB%8C%DA%A9-%D9%84%D8%A7%DA%A9%DA%BE-20-%DB%81%D8%B2%D8%A7%D8%B1-%DA%A9%DB%92-%D9%82%D8%B1%DB%8C%D8%A8-%D8%A7%D9%81%D8%B1%D8%A7%D8%AF-%DA%A9%DB%92
[1] https://twitter.com/i/web/status/1597387375755280387
[1] https://twitter.com/i/web/status/1597474185785360384
[1] https://twitter.com/i/web/status/1597829026088902656
[1] https://agahiawards.com/2022/nominee/%D8%A7%D9%86%D8%B3%D8%A7%D9%86%DB%8C-%D8%A8%DB%8C%D9%88%D9%BE%D8%A7%D8%B1-%D8%AC%D8%AF%DB%8C%D8%AF-%D8%BA%D9%84%D8%A7%D9%85%DB%8C-%DA%A9%DB%8C-%D8%A8%D8%AF%D8%AA%D8%B1%DB%8C%D9%86-%D8%B4%DA%A9%D9%84/
[1] https://twitter.com/i/web/status/1597211955554844672
[1] https://twitter.com/i/web/status/1597475060591505408
[1] https://twitter.com/i/web/status/1597475281257652225
[1] https://twitter.com/i/web/status/1597475443007184898
[1] https://twitter.com/i/web/status/1597480589132984320

Top URLs in Tweet in G8:
[11] https://learning.morningbrew.com/courses/analytics/data-storytelling-sprint

Top URLs in Tweet in G9:
[1] https://twitter.com/datajournalism/status/1592490819755593728

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1597275097827627012
[1] https://twitter.com/i/web/status/1597275100675543040
[1] https://twitter.com/i/web/status/1597275102214848512
[1] https://twitter.com/i/web/status/1597275103804497922
[1] https://twitter.com/i/web/status/1597275109252894726
[1] https://ladatacuenta.com/2022/11/22/in-a-gender-world-cup-latin-american-countries-will-not-reach-the-final-why/

Top Domains
Top Domains in Tweet in Entire Graph:
[64] twitter.com
[38] datajournalism.com
[22] co.kr
[11] morningbrew.com
[7] journaliststoolbox.org
[5] gijn.org
[4] agahiawards.com
[4] stibee.com
[3] co.za
[3] addevent.com

Top Domains in Tweet in G1:
[22] datajournalism.com
[19] twitter.com
[4] gijn.org
[3] addevent.com
[1] mailchi.mp
[1] google.com
[1] discord.com
[1] goodcountry.org
[1] t.co
[1] datasketch.co

Top Domains in Tweet in G2:
[22] co.kr
[4] stibee.com
[4] twitter.com

Top Domains in Tweet in G3:
[7] datajournalism.com
[6] twitter.com
[1] pulitzercenter.org
[1] tweetedtimes.com

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

Top Domains in Tweet in G5:
[1] youtube.com

Top Domains in Tweet in G6:
[11] twitter.com
[4] agahiawards.com

Top Domains in Tweet in G8:
[11] morningbrew.com

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

Top Domains in Tweet in G10:
[5] twitter.com
[1] ladatacuenta.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] datajournalism
[46] ddj
[45] dataviz
[27] data
[18] journalism
[17] bigdata
[13] datascience
[12] 마부뉴욤
[12] 뉴욤레터
[11] datastorytelling



Top Hashtags in Tweet in G1:
[58] datajournalism
[28] ddj
[17] data
[11] dataviz
[9] datajournalists
[9] journalism
[3] datos
[2] veri
[2] remoto
[2] periodismo

Top Hashtags in Tweet in G2:
[15] dataviz
[12] 마부뉴욤
[12] 뉴욤레터
[10] 월드컵
[9] 마부뉴스
[8] datajournalism
[7] 커피
[4] 아파트
[3] 뉴스레터
[2] 커피

Top Hashtags in Tweet in G3:
[9] datajournalism
[2] data
[2] dataanalyst
[2] statistics
[2] analytics
[1] food
[1] dinnerfood
[1] worlds2022
[1] wenano
[1] opensource

Top Hashtags in Tweet in G4:
[1] dataviz
[1] datajournalism

Top Hashtags in Tweet in G5:
[10] datajournalism
[7] citizenscience
[6] newsera
[4] citscicomm
[3] data4citscinews
[2] matteomoretti
[1] christophraetzsch
[1] misinformation

Top Hashtags in Tweet in G6:
[15] datajournalism
[1] agahiawards

Top Hashtags in Tweet in G8:
[11] datastorytelling
[11] dashboards
[11] bigdata
[11] datascience
[1] dataliteracy
[1] analytics
[1] datafluency
[1] datavis
[1] bi
[1] visualanalytics

Top Hashtags in Tweet in G10:
[6] datajournalism
[1] qatar2022
[1] dataviz
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[1079] ì
[633] ë
[410] ê
[343] í
[186] œ
[165] #datajournalism
[138] ìž
[114] datajournalism
[106] ˆë
[89] ìˆ

Top Words in Tweet in G1:
[95] datajournalism
[58] #datajournalism
[50] survey
[44] state
[38] 2022
[28] data
[28] #ddj
[28] gijn
[25] people
[24] more

Top Words in Tweet in G2:
[1079] ì
[633] ë
[410] ê
[343] í
[185] œ
[138] ìž
[106] ˆë
[89] ìˆ
[73] ϓ
[58] sbsdataj

Top Words in Tweet in G3:
[9] #datajournalism
[4] estado
[4] seu
[3] jornalismo
[3] data
[3] dados
[2] #dataanalyst
[2] feedback
[2] media
[2] gerar

Top Words in Tweet in G4:
[3] datajournalism
[2] cet
[2] eu_eurostat
[2] eu_emos
[2] eesc_ten
[2] today
[2] digitaleu
[2] courtesy
[2] happening
[2] 10

Top Words in Tweet in G5:
[10] #datajournalism
[7] #citizenscience
[6] citscicomm
[6] barcelona
[6] started
[6] lab
[6] #newsera
[4] hosted
[4] #citscicomm
[4] científic

Top Words in Tweet in G6:
[15] nomination
[15] #datajournalism
[12] category
[11] 2022
[11] khan
[11] qadir
[11] agahiawards
[11] yousafzai
[11] article
[11] qadiryusfzai

Top Words in Tweet in G8:
[11] #bigdata
[11] deliver
[11] #datastorytelling
[11] #datascience
[11] #dashboards
[11] morningbrew
[11] build
[10] kirkdborne
[10] #â

Top Words in Tweet in G9:
[2] zibonele
[2] dear
[2] nkanyyso
[2] iamdumisibanda
[2] mntakasaziwe
[2] lulu_crocky
[2] ntungab
[2] comrades
[2] thandazaninkomo

Top Words in Tweet in G10:
[6] #datajournalism
[5] boletín
[4] webfoundation
[4] datajournalism
[3] fivethirtyeight
[3] la_data_cuenta
[2] estados
[2] motherboard
[2] datos
[2] samleecole

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[485] ì,ì
[235] ì,ê
[153] ê,ì
[130] ì,ë
[124] ë,í
[122] ìž,ë
[95] ë,ì
[86] í,œ
[84] ë,ˆë
[84] ê,œ

Top Word Pairs in Tweet in G1:
[24] state,#datajournalism
[21] #datajournalism,survey
[17] survey,2022
[17] betsyladyzhets,dillonbergin
[15] involved,#datajournalism
[15] protect,personal
[15] info,people
[15] personal,info
[15] people,involved
[15] #datajournalism,stories

Top Word Pairs in Tweet in G2:
[485] ì,ì
[235] ì,ê
[153] ê,ì
[130] ì,ë
[124] ë,í
[122] ìž,ë
[95] ë,ì
[86] í,œ
[84] ë,ˆë
[84] ê,œ

Top Word Pairs in Tweet in G3:
[3] jornalismo,dados
[2] pessoa,participe
[2] gerar,uma
[2] aberta,qualquer
[2] 15,minutos
[2] seu,feedback
[2] qualquer,pessoa
[2] pesquisa,15
[2] seu,desenvolvimento
[2] estado,jornalismo

Top Word Pairs in Tweet in G4:
[2] emibaldacci,eu_eurostat
[2] eu_emos,emibaldacci
[2] cet,courtesy
[2] eu_eurostat,eesc_ten
[2] 10,00
[2] eesc_ten,digitaleu
[2] courtesy,eu_emos
[2] 00,cet
[2] today,10
[2] happening,today

Top Word Pairs in Tweet in G5:
[4] lab,#datajournalism
[4] #newsera,#citscicomm
[4] #citscicomm,lab
[4] started,hosted
[4] parc,científic
[4] #datajournalism,#citizenscience
[4] hosted,parc
[4] científic,barcelona
[4] #citizenscience,started
[3] citscicomm,#newsera

Top Word Pairs in Tweet in G6:
[12] category,#datajournalism
[11] nomination,agahiawards
[11] qadiryusfzai,qadir
[11] qadir,khan
[11] agahiawards,2022
[11] article,qadiryusfzai
[11] khan,yousafzai
[11] #datajournalism,article
[8] yousafzai,puruesh
[8] 2022,category

Top Word Pairs in Tweet in G8:
[11] build,#dashboards
[11] #bigdata,#datascience
[11] #datastorytelling,build
[11] morningbrew,#bigdata
[11] #dashboards,deliver
[11] deliver,morningbrew
[10] #datascience,#â
[10] kirkdborne,#datastorytelling

Top Word Pairs in Tweet in G9:
[2] lulu_crocky,ntungab
[2] zibonele,mntakasaziwe
[2] comrades,lulu_crocky
[2] ntungab,thandazaninkomo
[2] dear,comrades
[2] thandazaninkomo,iamdumisibanda
[2] iamdumisibanda,nkanyyso
[2] nkanyyso,zibonele

Top Word Pairs in Tweet in G10:
[3] boletín,#datajournalism
[3] webfoundation,datajournalism
[2] samleecole,motherboard
[2] fivethirtyeight,samleecole
[2] motherboard,ipsosuk

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sbsdataj
@gijn
@betsyladyzhets
@dillonbergin
@muckrock
@ejcnet
@emiliaruzicka
@agahiawards
@qadiryusfzai

Top Mentioned in G1:
@datajournalism
@betsyladyzhets
@dillonbergin
@gijn
@muckrock
@ejcnet
@emiliaruzicka
@tarakelly
@thomaswilburn
@gijnafrica

Top Mentioned in G2:
@sbsdataj

Top Mentioned in G4:
@datajournalism
@eu_emos
@emibaldacci
@eu_eurostat
@eesc_ten
@digitaleu
@interoperableeu
@okfn
@odihq
@disinfoindex

Top Mentioned in G5:
@citscicomm
@elisabetta_tola
@jomagellan
@ogdabaum
@rosaariasalv
@enjoiproject
@paologiardullo1
@ro
@sheldonstudio
@giulia_bonelli

Top Mentioned in G6:
@agahiawards
@qadiryusfzai
@puruesh
@agahifoundation
@amirjahangir
@mishalpakistan
@syedirshadarif
@roznama92
@oryamaqbooljan
@hokiys

Top Mentioned in G7:
@voaafrica
@wahibaasa
@bbcworldservice
@tamlyndavies
@trtworld
@the_newsmakers
@tvbroadhurst
@hjfyemen
@datajournalism
@lesterholtnbc

Top Mentioned in G8:
@morningbrew
@kirkdborne

Top Mentioned in G9:
@lulu_crocky
@ntungab
@thandazaninkomo
@iamdumisibanda
@nkanyyso
@zibonele
@simbanembaware
@hiltonmavise

Top Mentioned in G10:
@datajournalism
@la_data_cuenta
@samleecole
@motherboard
@ipsosuk
@infocepei
@thepudding
@fivethirtyeight

Top Tweeters
Top Tweeters in Entire Graph:
@latercera
@indianexpress
@pvalsfr
@igo_eozzeozago
@fireworks_9999
@nytimes
@hiringcare
@bluegoliath
@maemionthetree
@bulggyu

Top Tweeters in G1:
@nytimes
@arc_atlantique
@david_indeje
@bbbcccnnn
@lynda_katerra
@animuathiei
@themilwaukeemob
@mfouquenet
@muckrock
@fishnette

Top Tweeters in G2:
@igo_eozzeozago
@fireworks_9999
@bluegoliath
@maemionthetree
@bulggyu
@waitnc2100
@fox_noooo
@north_p_
@hyeon_1312
@ksixrenine

Top Tweeters in G3:
@tallulahb2012
@morpheus_mx1
@pulitzercenter
@onaccel
@emmanuelg501125
@jemoraz
@dagmedyaveri
@pivot1237
@no_ody
@gijnportugues

Top Tweeters in G4:
@digitaleu
@glenkcampbell
@odihq
@okfn
@emibaldacci
@eesc_ten
@journalism2ls
@eu_eurostat
@access_info
@interoperableeu

Top Tweeters in G5:
@pcb_ub
@elisabetta_tola
@ogdabaum
@jomagellan
@diogo_ph22
@rosaariasalv
@fsanzgarcia
@sciencefchange
@enjoiproject
@ro

Top Tweeters in G6:
@puruesh
@agahiawards
@roznama92
@amirjahangir
@qadiryusfzai
@agahifoundation
@mishalpakistan
@syedirshadarif
@oryamaqbooljan
@tanolizia

Top Tweeters in G7:
@trtworld
@bbcworldservice
@voaafrica
@wfp_media
@the_newsmakers
@louistheroux
@lesterholtnbc
@tamlyndavies
@wahibaasa
@fwhitfield

Top Tweeters in G8:
@pvalsfr
@kirkdborne
@davidpo70185185
@morningbrew
@berhanturk
@arun_2117
@rahulchaluvadhi
@albertbikele
@earnesto037
@bolatitowale

Top Tweeters in G9:
@zibonele
@nkanyyso
@iamdumisibanda
@ntungab
@seanndlovu
@lnmanzini
@simbanembaware
@tmuranganwa
@thandazaninkomo
@hiltonmavise

Top Tweeters in G10:
@fivethirtyeight
@motherboard
@webfoundation
@ipsosuk
@infocepei
@esdatasketch
@hasselfallas
@samleecole
@la_data_cuenta
@thepudding


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