datajournalism, Twitter, 12/19/2022 6:58:03 PM, 286623


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datajournalism_2022-12-19_10-00-01.xlsx
datajournalism_2022-12-19_10-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3WsaZD8
@datajournalism
@adisicameroun
@schouweh
@sigmaawards
@sbsdataj
@gijn
@gijnafrica
@le_ceo_barbu
@kamtchang1
@donatacolumbro

Top hashtags:
#datajournalism
#dataviz
#ddj
#data
#datadialogue
#cameroun
#congo_brazzaville

Description:
Description
The graph represents a network of 460 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, 19 December 2022 at 18:00 UTC.

The requested start date was Monday, 19 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, 14-hour, 22-minute period from Monday, 05 December 2022 at 02:17 UTC to Sunday, 18 December 2022 at 16:40 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 : 460
Unique Edges : 276
Edges With Duplicates : 822
Total Edges : 1098
Number of Edge Types : 5
Retweet : 330
MentionsInRetweet : 469
Mentions : 194
Tweet : 95
Replies to : 10
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.0449640287769784
Reciprocated Edge Ratio : 0.0860585197934595
Connected Components : 63
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 169
Maximum Edges in a Connected Component : 526
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.134039
Graph Density : 0.00275172871080799
Modularity : 0.475057
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 460 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, 19 December 2022 at 18:00 UTC.

The requested start date was Monday, 19 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, 14-hour, 22-minute period from Monday, 05 December 2022 at 02:17 UTC to Sunday, 18 December 2022 at 16:40 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/survey/2022/
[16] https://premium.sbs.co.kr/article/W1-Tuu8thK
[14] https://datajournalism.com/read/blog/best-data-journalism-projects-2022
[13] https://premium.sbs.co.kr/article/_uZqsa9-qf
[11] https://learning.morningbrew.com/courses/analytics/data-storytelling-sprint
[10] 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://datajournalism.com/read/longreads/newsrooms-personal-information-policy
[3] https://datajournalism.com/

Top URLs in Tweet in G1:
[17] https://datajournalism.com/survey/2022/
[4] https://datajournalism.com/read/longreads/newsrooms-personal-information-policy
[3] https://datajournalism.com/read/longreads/data-coverage-of-climate-refugees
[2] https://docs.google.com/forms/d/e/1FAIpQLSdkJ_lYxZpppg9JuhzKCtPzIgsLLJNa6KxJuEAiE9DIMl9ccQ/viewform?usp=send_form
[2] https://datajournalism.com/read/longreads/database-police-records-accountability
[2] https://datajournalism.com/read/longreads/accessible-data-visualisation
[2] https://gijn.org/2022/12/06/what-data-journalists-need-to-know-about-application-programming-interfaces-apis/
[2] https://twitter.com/datajournalism/status/1602653100191383552
[1] https://datajournalism.com/read/blog/best-data-journalism-projects-2022
[1] https://twitter.com/i/web/status/1594981789147226114

Top URLs in Tweet in G2:
[16] https://premium.sbs.co.kr/article/W1-Tuu8thK
[13] https://premium.sbs.co.kr/article/_uZqsa9-qf
[2] https://stibee.com/api/v1.0/emails/share/dO0DYMXcnfCRj1EbY0pw559fwg6DiA4=
[2] https://premium.sbs.co.kr/article/TKRutgVfKa
[1] https://twitter.com/i/web/status/1603561957499764737
[1] https://stibee.com/api/v1.0/emails/share/Hpvg55X2DL3cMPIYeni14c4q1pnRiRw=
[1] https://twitter.com/i/web/status/1603561539206000640

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1602974568708296705
[1] https://twitter.com/i/web/status/1603355848893497346

Top URLs in Tweet in G4:
[4] https://datajournalism.com/read/blog/best-data-journalism-projects-2022
[3] https://datajournalism.com/
[2] https://datajournalism.com/read/handbook/verification-3/
[2] https://twitter.com/jburnmurdoch/status/1604182458198433792
[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
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://datajournalism.com/survey/2022/
[1] https://twitter.com/i/web/status/1602383221479510016
[1] https://twitter.com/i/web/status/1602597757356838912

Top URLs in Tweet in G5:
[2] https://sigmaawards.org/
[1] https://twitter.com/i/web/status/1603782152830668805
[1] https://twitter.com/i/web/status/1603731625832943618
[1] https://twitter.com/sigmaawards/status/1603731625832943618

Top URLs in Tweet in G6:
[1] https://23.scicar.de/

Top URLs in Tweet in G8:
[1] https://medium.com/warning-graphic-content/2-december-2022-d86d167983e5

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/11PoQywmMqVzdTIThzfilc15_kAF-DrvK3bkf-FMdoEY/viewform?edit_requested=true&goo.gle_id=646488
[1] https://twitter.com/data_leads/status/1604017615382667264
[1] https://docs.google.com/forms/d/11PoQywmMqVzdTIThzfilc15_kAF-DrvK3bkf-FMdoEY/viewform?edit_requested=true
[1] https://twitter.com/PCITweets/status/1601509444286054400
[1] https://twitter.com/i/web/status/1603621159517687809

Top URLs in Tweet in G10:
[2] https://datajournalism.com/survey/2022/
[2] https://datajournalism.com/read/longreads/putting-data-analysis-into-your-radio-programme
[1] https://t.co/dxLN2KUami
[1] https://twitter.com/i/web/status/1604516845733969921

Top Domains
Top Domains in Tweet in Entire Graph:
[63] datajournalism.com
[55] twitter.com
[31] co.kr
[11] morningbrew.com
[10] journaliststoolbox.org
[4] gijn.org
[4] google.com
[4] agahiawards.com
[3] tweetedtimes.com
[3] stibee.com

Top Domains in Tweet in G1:
[31] datajournalism.com
[19] twitter.com
[4] gijn.org
[2] google.com
[2] co.uk
[1] mailchi.mp
[1] paper.li
[1] soundcloud.com
[1] blogspot.com

Top Domains in Tweet in G2:
[31] co.kr
[3] stibee.com
[2] twitter.com

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

Top Domains in Tweet in G4:
[13] twitter.com
[12] datajournalism.com
[3] tweetedtimes.com
[1] pulitzercenter.org
[1] coursera.org

Top Domains in Tweet in G5:
[3] twitter.com
[2] sigmaawards.org

Top Domains in Tweet in G6:
[1] scicar.de

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

Top Domains in Tweet in G9:
[3] twitter.com
[2] google.com

Top Domains in Tweet in G10:
[4] datajournalism.com
[1] t.co
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] datajournalism
[56] dataviz
[51] ddj
[23] data
[18] datadialogue
[17] cameroun
[17] congo_brazzaville
[15] journalism
[15] 마부뉴스
[15] datascience



Top Hashtags in Tweet in G1:
[48] datajournalism
[17] ddj
[15] dataviz
[12] data
[9] journalism
[5] datajournalists
[4] verigazetecileri
[4] verigazeteciliği
[3] climate
[2] api

Top Hashtags in Tweet in G2:
[24] dataviz
[15] 마부뉴스
[13] datajournalism
[12] 뉴스레터
[12] 마부뉴욤
[12] 뉴욤레터
[10] 월드컵
[8] 올해의인물
[6] 월드컵
[3] 히난노

Top Hashtags in Tweet in G3:
[16] cameroun
[16] congo_brazzaville
[9] rca
[8] datajournalism
[3] opendata
[2] douala
[2] cameroon
[2] odeca
[1] gabon
[1] tchad

Top Hashtags in Tweet in G4:
[18] datajournalism
[2] datavisualization
[2] journalists
[1] datascience
[1] data
[1] dataanalytics
[1] dataanalysis
[1] datascientist
[1] bigdata
[1] dataviz

Top Hashtags in Tweet in G5:
[22] datajournalism
[12] ddj
[5] sigmas23
[5] dataviz
[2] itsbeenawhile
[1] ijf23

Top Hashtags in Tweet in G6:
[3] scicar23
[2] ddj
[2] datajournalism
[2] datascience

Top Hashtags in Tweet in G7:
[16] datajournalism

Top Hashtags in Tweet in G8:
[2] dataviz
[2] data
[2] ddj
[2] datajournalism

Top Hashtags in Tweet in G9:
[18] datadialogue
[12] bengaluru
[9] datajournalism
[4] data
[3] dataverification
[2] datatraining
[2] datavisualization
[1] journalism
[1] datasourcing
[1] dataanalytics

Top Hashtags in Tweet in G10:
[10] datajournalism
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[1079] ì
[633] ë
[410] ê
[343] í
[211] #datajournalism
[186] œ
[138] ìž
[113] data
[113] datajournalism
[106] ˆë

Top Words in Tweet in G1:
[91] datajournalism
[48] #datajournalism
[38] র
[32] survey
[31] state
[29] data
[29] য
[28] 2022
[25] ব
[24] gijn

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

Top Words in Tweet in G3:
[17] aux
[16] pays
[16] ouverte
[16] #cameroun
[16] journalistes
[16] candidature
[16] suivants
[16] #congo_brazzaville
[16] appel
[16] bourse

Top Words in Tweet in G4:
[18] #datajournalism
[15] data
[9] journalism
[6] 2022
[6] best
[4] stories
[4] massively
[4] invested
[4] more
[4] week

Top Words in Tweet in G5:
[43] sigmaawards
[24] 2023
[23] open
[22] #datajournalism
[17] until
[17] 19
[17] jan
[17] re
[16] entries
[16] folks

Top Words in Tweet in G6:
[17] scicarde
[16] 30
[16] markieren
[16] nächste
[16] findet
[16] kalender
[16] scicar
[16] 29
[16] termin
[16] die

Top Words in Tweet in G7:
[16] accurately
[16] #datajournalism
[16] reminder
[16] obligation
[16] grossly
[16] findings
[16] misrepresent
[16] convey
[15] reedfrich

Top Words in Tweet in G8:
[2] #ddj
[2] #dataviz
[2] ons
[2] week's
[2] edconwaysky
[2] #datajournalism
[2] #data
[2] links
[2] nytgraphics
[2] theathleticfc

Top Words in Tweet in G9:
[18] #datadialogue
[13] googlenewsinit
[13] training
[13] india
[12] #bengaluru
[11] dataleads
[11] pan
[10] journalism
[10] data_leads
[10] data

Top Words in Tweet in G10:
[16] survey
[11] state
[10] #datajournalism
[9] 2022
[9] open
[9] data
[9] gijnafrica
[9] field
[7] anyone
[7] 15

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:
[17] state,#datajournalism
[14] #datajournalism,survey
[14] data,journalism
[13] betsyladyzhets,dillonbergin
[12] ways,make
[11] latest,guide
[11] shares,key
[11] dillonbergin,muckrock
[11] emiliaruzicka,shares
[11] make,#dataviz

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:
[16] #cameroun,#congo_brazzaville
[16] candidature,bourse
[16] aux,journalistes
[16] pays,suivants
[16] appel,candidature
[16] ouverte,aux
[16] bourse,ouverte
[16] journalistes,pays
[16] suivants,#cameroun
[15] adisicameroun,appel

Top Word Pairs in Tweet in G4:
[9] data,journalism
[4] journalism,stories
[4] under,invested
[4] massively,under
[4] best,data
[4] stories,2022
[3] see,more
[2] part,two
[2] #journalists,usually
[2] decades,turns

Top Word Pairs in Tweet in G5:
[17] until,19
[17] 19,jan
[16] back,entries
[16] 2023,open
[16] folks,until
[16] #datajournalism,folks
[16] sigmaawards,2023
[16] re,back
[16] open,#datajournalism
[16] hey,re

Top Word Pairs in Tweet in G6:
[16] scicar,findet
[16] 30,september
[16] nächste,scicar
[16] findet,29
[16] markieren,die
[16] 29,30
[16] kalender,markieren
[16] termin,solltet
[16] solltet,kalender
[16] die,nächste

Top Word Pairs in Tweet in G7:
[16] findings,grossly
[16] obligation,accurately
[16] convey,findings
[16] grossly,misrepresent
[16] reminder,#datajournalism
[16] accurately,convey
[16] #datajournalism,obligation
[15] reedfrich,reminder

Top Word Pairs in Tweet in G8:
[2] theathleticfc,nytgraphics
[2] #datajournalism,links
[2] #data,#ddj
[2] nytgraphics,ons
[2] ons,edconwaysky
[2] week's,#dataviz
[2] #dataviz,#data
[2] links,theathleticfc
[2] #ddj,#datajournalism

Top Word Pairs in Tweet in G9:
[11] pan,india
[10] journalism,training
[10] training,series
[9] series,googlenewsinit
[9] #datadialogue,pan
[9] india,data
[9] googlenewsinit,dataleads
[9] data,journalism
[9] #bengaluru,#datadialogue
[9] join,#bengaluru

Top Word Pairs in Tweet in G10:
[9] survey,2022
[7] #datajournalism,survey
[7] participates,field
[7] state,#datajournalism
[7] take,state
[7] anyone,participates
[7] open,anyone
[7] survey,open
[7] 2022,today
[7] today,15

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sbsdataj
@sigmaawards
@gijn
@scicarde
@adisicameroun
@reedfrich
@emiliaruzicka
@googlenewsinit
@betsyladyzhets

Top Mentioned in G1:
@datajournalism
@gijn
@emiliaruzicka
@betsyladyzhets
@dillonbergin
@muckrock
@ejcnet
@datavizsociety
@gijnbangla
@journalismfest

Top Mentioned in G2:
@sbsdataj

Top Mentioned in G3:
@adisicameroun
@kamtchang1
@cameroon_data
@rtiofficiel

Top Mentioned in G5:
@sigmaawards
@sophwarnes
@datajournalism
@datavizsociety

Top Mentioned in G6:
@scicarde
@tu_dortmund
@nrecherche
@wpk_daily
@smc_germany

Top Mentioned in G7:
@reedfrich

Top Mentioned in G8:
@theathleticfc
@nytgraphics
@ons
@edconwaysky
@warninggraphicc
@guardianvisuals
@data_orchard
@bbgvisualdata
@infobeautiful

Top Mentioned in G9:
@googlenewsinit
@data_leads
@dataleads
@geetakashyap
@syednazakat
@goswamiparul

Top Mentioned in G10:
@gijnafrica
@datajournalism
@robertbenincasa
@npr
@thomaswilburn
@gijn
@mediahackza

Top Tweeters
Top Tweeters in Entire Graph:
@indianexpress
@pvalsfr
@ricardo_ik_ahau
@igo_eozzeozago
@bbcnews
@fireworks_9999
@nytimes
@dwatchnews
@bluegoliath
@proglocommons

Top Tweeters in G1:
@ricardo_ik_ahau
@nytimes
@theprexpert
@badlibrarian
@themediamentor
@temitopeohassan
@mfouquenet
@muckrock
@carbonbrief
@paulbradshaw

Top Tweeters in G2:
@igo_eozzeozago
@fireworks_9999
@bluegoliath
@maemionthetree
@bulggyu
@north_p_
@hyeon_1312
@__yoooon
@teamj231
@dlckscjehfdl

Top Tweeters in G3:
@petit_ecolier
@doualanow
@rtiofficiel
@le_tdk
@hervemanuel967
@lolameyong
@le_ceo_barbu
@atsekambodelmas
@hildegardemigue
@cedric_mimbe

Top Tweeters in G4:
@altawareness
@tallulahb2012
@spyrosth
@dd_jessica_
@pulitzercenter
@arjanelfassed
@jemoraz
@evlambiaangelou
@donpaskini
@silvestroram

Top Tweeters in G5:
@cjjmccray
@pinardag
@attilabatorfy
@agustin_icij
@j_la28
@mcx83
@ginaskchua
@jayangbayi
@haddadme
@kuangkeng

Top Tweeters in G6:
@komiska
@freischreiber
@wpk_daily
@chelm
@nrecherche
@maxdonheiser
@wahlatlas
@francozotta
@annabehrend
@ch_esser

Top Tweeters in G7:
@shyredmd
@katrinawte
@twilou200
@ohgoditsmatthew
@deveautrain
@reedfrich
@loquaciouslori
@cincy_4
@papapierce
@acharal

Top Tweeters in G8:
@theathleticfc
@psythor
@ons
@edconwaysky
@cswnews
@bbgvisualdata
@globegov
@nytgraphics
@themarkup
@adalovelaceinst

Top Tweeters in G9:
@sbhandral
@pratyush_ranjan
@ravikantmittal
@muralibe
@syednazakat
@durgadahuduga
@googlenewsinit
@deshkar_ankita
@bforbaruah
@data_leads

Top Tweeters in G10:
@dwatchnews
@npr
@david_indeje
@skatiq3
@thartman2u
@animuathiei
@dwatchnews_afr
@ekoskaiphos
@dwatchnews_mena
@gijnafrica


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