datajournalism, Twitter, 9/20/2021 8:24:41 PM, 262511


FAQ | Problem?

datajournalism_2021-09-20_09-18-41.xlsx
datajournalism_2021-09-20_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/3CK15TB
@datajournalism
@ricardo_ik_ahau
@glenkcampbell
@ejcnet
@schmidtjoff
@salmanp42213006
@gijn
@nvsdata
@gijnru
@90westdata

Top hashtags:
#datajournalism
#data
#dataviz
#journalism
#ddj
#euopendatadays
#openlux

Description:
Description
The graph represents a network of 555 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, 20 September 2021 at 16:19 UTC.

The requested start date was Monday, 20 September 2021 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, 15-hour, 31-minute period from Monday, 06 September 2021 at 06:04 UTC to Sunday, 19 September 2021 at 21:35 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 : 555
Unique Edges : 457
Edges With Duplicates : 879
Total Edges : 1336
Number of Edge Types : 5
MentionsInRetweet : 597
Retweet : 357
Mentions : 270
Replies to : 21
Tweet : 91
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.040650406504065
Reciprocated Edge Ratio : 0.078125
Connected Components : 72
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 328
Maximum Edges in a Connected Component : 951
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.612607
Graph Density : 0.00249780466386965
Modularity : 0.477826
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 555 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, 20 September 2021 at 16:19 UTC.

The requested start date was Monday, 20 September 2021 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, 15-hour, 31-minute period from Monday, 06 September 2021 at 06:04 UTC to Sunday, 19 September 2021 at 21:35 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:
[7] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[6] https://ppmn.or.id/webinar-and-workshop-series-sign-up-now/
[5] https://gijn.org/2021/09/10/data-journalism-top-10-bitcoin-mining-idas-torrential-rains-and-the-pandemics-true-death-toll/
[5] https://ddj.news/
[5] https://mailchi.mp/ddj.news/148
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261708
[5] https://www.theguardian.com/world/ng-interactive/2021/sep/06/canada-residential-schools-indigenous-children-cultural-genocide-map
[4] https://careerssearch.bbc.co.uk/jobs/job/Software-Engineer-Data-Scientist-Data-Journalism-News-Content/55427
[3] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism
[3] https://forms.gle/ZdaNSaEfwkEQvMdv6

Top URLs in Tweet in G1:
[3] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[2] https://datajournalism.com/read/newsletters/inside-the-openlux-investigation
[1] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism
[1] https://datajournalism.com/register
[1] https://twitter.com/i/web/status/1438748060289486852
[1] https://www.visualcapitalist.com/the-online-world-mapped-2021/
[1] https://www.surveymonkey.com/r/dataviz2021
[1] https://op.europa.eu/en/web/eudataviz/promotional-material
[1] https://pgsurvey.typeform.com/to/bjVk4n?typeform-source=www.linkedin.com
[1] https://twitter.com/RFERL_Hackathon/status/1432811242910109699

Top URLs in Tweet in G2:
[4] https://ddj.news/
[4] https://mailchi.mp/ddj.news/148
[2] https://ganttrify.europeandatajournalism.eu/
[2] https://www.economist.com/offthecharts/
[1] https://www.mapbox.com/blog/cnn-maps-the-most-diverse-usa-ever
[1] https://twitter.com/i/web/status/1436989598257881093
[1] https://twitter.com/HattieRowan/status/1433835437894766593
[1] https://warninggraphiccontent.tumblr.com/post/662552994005549056/17-september-2021
[1] https://mailchi.mp/28406fac8b0f/warning-graphic-content-3-september-2021
[1] https://warninggraphiccontent.tumblr.com/post/661918907763982336/10-september-2021

Top URLs in Tweet in G3:
[3] https://gijn.org/2021/09/10/data-journalism-top-10-bitcoin-mining-idas-torrential-rains-and-the-pandemics-true-death-toll/
[2] https://gijn.org/2021/09/10/top-10-ddj-mayning-bitkoinov-uragan-ida-i-realnoe-chislo-zhertv-pandemii/
[1] https://publicdatalab.org/2021/09/09/investigating-infodemic/
[1] https://datajournalism.com/read/blog/5-micro-learning-data-journalism-communities
[1] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[1] https://newsinitiative.withgoogle.com/training/course/data-journalism?mc_cid=02b1e8d325

Top URLs in Tweet in G4:
[1] https://fairfinanceindia.org/
[1] https://twitter.com/EU_opendata/status/1436326319088865284
[1] https://twitter.com/i/web/status/1437307830529404929
[1] https://journalismarena.eu/free-training-on-climate-and-environment-data-and-osint/

Top URLs in Tweet in G5:
[1] https://knightcenter.utexas.edu/data-journalism-self-directed-course-in-spanish-now-available-after-mooc-reaches-thousands-of-journalists-around-the-world/
[1] https://outbreak.info/blog/data-journalism
[1] https://twitter.com/datajournalism/status/1435126574957961216
[1] https://www.giudittamosca.it/no-psyco/
[1] https://twitter.com/Jill_Castellano/status/1436367414887813124
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[1] https://twitter.com/Banquemondiale/status/1436811876348870659
[1] https://twitter.com/i/web/status/1437023192086978563
[1] https://journalismcourses.org/es/course/periodismodedatos/

Top URLs in Tweet in G6:
[2] https://gijn.org/2021/09/10/data-journalism-top-10-bitcoin-mining-idas-torrential-rains-and-the-pandemics-true-death-toll/
[1] https://www.youtube.com/watch?v=h2zbvmXskSE

[1] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/datajournalism/status/1436287981762007091
[1] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[1] https://twitter.com/i/web/status/1438771125371166720
[1] https://gijn.org/2021/09/16/data-journalism-top-10-remembering-9-11-german-election-promises-and-global-forest-fires/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1438101647872249856
[1] https://thevisual.thaipbs.or.th

Top URLs in Tweet in G8:
[1] https://ddj.news/
[1] https://mailchi.mp/ddj.news/148

Top URLs in Tweet in G9:
[1] https://thelatampost.com/presos-politicos-en-venezuela-mapa-interactivo/

Top URLs in Tweet in G10:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261708
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261907
[1] https://twitter.com/i/web/status/1437432281639972866
[1] https://twitter.com/c_endt/status/1436590449754578945

Top Domains
Top Domains in Tweet in Entire Graph:
[54] twitter.com
[24] datajournalism.com
[10] theguardian.com
[9] gijn.org
[7] mailchi.mp
[7] co.uk
[6] nodexlgraphgallery.org
[6] or.id
[5] youtube.com
[5] ddj.news

Top Domains in Tweet in G1:
[9] twitter.com
[6] datajournalism.com
[3] europa.eu
[2] theguardian.com
[2] journalismassembly.com
[1] visualcapitalist.com
[1] surveymonkey.com
[1] typeform.com
[1] ire.org
[1] youtube.com

Top Domains in Tweet in G2:
[5] mailchi.mp
[4] ddj.news
[4] twitter.com
[2] tumblr.com
[2] europeandatajournalism.eu
[2] economist.com
[1] mapbox.com
[1] youtube.com
[1] linkedin.com

Top Domains in Tweet in G3:
[5] gijn.org
[2] datajournalism.com
[1] publicdatalab.org
[1] withgoogle.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] fairfinanceindia.org
[1] journalismarena.eu

Top Domains in Tweet in G5:
[11] twitter.com
[5] datajournalism.com
[2] journalismcourses.org
[1] utexas.edu
[1] outbreak.info
[1] giudittamosca.it
[1] theguardian.com
[1] analyticsinsight.net
[1] dhauru.com

Top Domains in Tweet in G6:
[3] gijn.org
[2] twitter.com
[1] youtube.com
[1] theguardian.com
[1] datajournalism.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] or.th

Top Domains in Tweet in G8:
[1] ddj.news
[1] mailchi.mp

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

Top Domains in Tweet in G10:
[6] nodexlgraphgallery.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[221] datajournalism
[38] data
[37] dataviz
[26] journalism
[25] ddj
[25] euopendatadays
[19] openlux
[19] datascience
[18] podcast
[18] covid19



Top Hashtags in Tweet in G1:
[64] datajournalism
[21] euopendatadays
[17] dataviz
[17] openlux
[16] podcast
[15] datajournalist
[14] data
[6] journalism
[5] journalists
[4] ddj

Top Hashtags in Tweet in G2:
[25] datajournalism
[9] ddj
[7] dataviz
[5] data
[2] peg
[2] map
[2] pitbulls
[2] nyc
[2] dogs
[2] gannt

Top Hashtags in Tweet in G3:
[5] data
[5] covid19
[5] ddj
[4] datajournalism
[3] amazon
[2] данные
[1] бонда
[1] journalism
[1] free
[1] onlinecourse

Top Hashtags in Tweet in G4:
[4] data
[4] datajournalism
[3] euopendatadays
[3] climate
[3] environment
[3] osint
[1] sustainablefinance
[1] investigativejournalism
[1] datajournalist
[1] dataviz

Top Hashtags in Tweet in G5:
[17] datajournalism
[2] journalism
[2] ddj
[1] spanish
[1] sarscov2
[1] covid19
[1] internetworldmap
[1] juve
[1] databook
[1] jornalismodedados

Top Hashtags in Tweet in G6:
[8] datajournalism
[5] data
[4] ddj
[3] journalism
[1] openlux
[1] podcast
[1] euopendatadays
[1] datajournalist
[1] media
[1] dataviz

Top Hashtags in Tweet in G7:
[14] thevisualthaipbs
[14] remotelearning
[12] โควิด19
[2] โควิด19
[1] เรียนออนไลน๜
[1] datavisualization
[1] datajournalism
[1] thaipbs

Top Hashtags in Tweet in G9:
[13] exclusivo
[13] venezuela
[11] presospolã­ticos
[2] presospolíticos
[1] datajournalism

Top Hashtags in Tweet in G10:
[10] gor21
[7] datajournalism
[7] datascience
[3] dataanalytics
[3] dataliteracy
[1] conference
[1] keynote
[1] dgof
[1] dm
[1] bestpractice

Top Words
Top Words in Tweet in Entire Graph:
[221] #datajournalism
[163] datajournalism
[109] data
[74] šà
[47] র
[46] journalism
[43] ejcnet
[39] #data
[37] #dataviz
[35] ন

Top Words in Tweet in G1:
[111] datajournalism
[64] #datajournalism
[32] data
[29] ejcnet
[22] tools
[21] #euopendatadays
[20] eu_opendata
[19] mvaudano
[18] thank
[18] being

Top Words in Tweet in G2:
[25] #datajournalism
[21] data
[11] র
[9] #ddj
[8] news
[8] devs
[8] reporters
[8] favourite
[8] command
[8] line

Top Words in Tweet in G3:
[36] র
[27] ন
[23] ব
[20] য
[17] ক
[15] স
[12] ড
[12] ত
[11] datajournalism
[10] ট

Top Words in Tweet in G4:
[7] datajournalism
[6] cijournalism
[5] eu_opendata
[5] ejcnet
[4] fairfinanceind
[4] everything
[4] data
[4] participant
[4] answer
[4] leilahaddou's

Top Words in Tweet in G5:
[17] #datajournalism
[8] data
[6] journalism
[3] journalists
[3] handbook
[2] #journalism
[2] news
[2] online
[2] من
[2] q2

Top Words in Tweet in G6:
[9] datajournalism
[8] #datajournalism
[8] gijn
[7] data
[7] more
[6] gijn's
[6] weekly
[5] #data
[4] #ddj
[4] global

Top Words in Tweet in G7:
[74] šà
[25] µà
[24] ˆà
[23] thaipbs
[21] น
[14] #thevisualthaipbs
[14] #remotelearning
[13] ψ
[13] #à
[12] 17

Top Words in Tweet in G8:
[17] datajournalism
[17] allitorban
[17] dataliteracycom
[16] big
[16] fans
[16] comic
[16] series
[16] illustrated
[16] delves
[16] common

Top Words in Tweet in G9:
[13] thelatampost
[13] #exclusivo
[13] interactivas
[13] conocer
[13] #venezuela
[11] infografã
[11] ubicaciã
[11] situaciã
[11] #presospolã
[11] ticos

Top Words in Tweet in G10:
[10] #gor21
[8] olitab
[8] chelm
[7] #datajournalism
[7] #datascience
[6] nodexl
[6] dgof_gor
[6] carinacornesse
[6] floriankeusch
[6] bellastrum

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] data,journalism
[25] datajournalism,ejcnet
[24] šà,šà
[21] allitorban,dataliteracycom
[20] welcome,datajournalism
[19] big,fans
[19] fans,comic
[19] comic,series
[19] series,illustrated
[19] illustrated,allitorban

Top Word Pairs in Tweet in G1:
[19] datajournalism,ejcnet
[17] 40k,followers
[17] part,community
[17] welcome,datajournalism
[16] reached,40k
[16] followers,thank
[16] thank,being
[16] being,part
[16] community,largest
[16] largest,#datajournalism

Top Word Pairs in Tweet in G2:
[9] #ddj,#datajournalism
[8] news,devs
[8] devs,data
[8] data,reporters
[8] reporters,favourite
[8] favourite,command
[8] command,line
[8] line,tools
[8] tools,asked
[8] asked,question

Top Word Pairs in Tweet in G3:
[7] update,work
[7] work,exploring
[7] exploring,covid
[7] covid,19
[7] 19,conspiracies
[7] conspiracies,misinformation
[7] misinformation,including
[7] including,collaborations
[7] collaborations,firstdraftnews
[7] স,ব

Top Word Pairs in Tweet in G4:
[5] datajournalism,ejcnet
[4] everything,data
[4] data,participant
[4] participant,answer
[4] answer,leilahaddou's
[4] leilahaddou's,question
[4] question,#data
[4] #data,cijournalism
[3] fairfinanceind,everything
[3] eu_opendata,datajournalism

Top Word Pairs in Tweet in G5:
[5] data,journalism
[2] #datajournalism,#ddj

Top Word Pairs in Tweet in G6:
[6] gijn's,weekly
[4] bitcoin,mining
[4] mining,investigating
[4] investigating,conspiracies
[4] conspiracies,ida's
[4] ida's,torrential
[4] torrential,rains
[4] rains,more
[4] more,read
[4] read,gijn's

Top Word Pairs in Tweet in G7:
[24] šà,šà
[13] œà,šà
[13] thaipbs,#thevisualthaipbs
[12] 18,00
[12] #thevisualthaipbs,šà
[12] šà,µà
[12] µà,ªà
[12] ªà,šà
[12] šà,#remotelearning
[12] #remotelearning,µà

Top Word Pairs in Tweet in G8:
[17] allitorban,dataliteracycom
[16] datajournalism,big
[16] big,fans
[16] fans,comic
[16] comic,series
[16] series,illustrated
[16] illustrated,allitorban
[16] dataliteracycom,delves
[16] delves,common
[16] common,pitfal

Top Word Pairs in Tweet in G9:
[13] interactivas,conocer
[12] thelatampost,#exclusivo
[11] #exclusivo,infografã
[11] infografã,interactivas
[11] conocer,ubicaciã
[11] ubicaciã,situaciã
[11] situaciã,#presospolã
[11] #presospolã,ticos
[11] ticos,#venezuela
[2] #exclusivo,infografías

Top Word Pairs in Tweet in G10:
[6] #gor21,nodexl
[5] nodexl,dgof_gor
[5] dgof_gor,carinacornesse
[5] carinacornesse,floriankeusch
[5] floriankeusch,bellastrum
[5] bellastrum,olitab
[5] olitab,chelm
[5] chelm,luetters
[4] #datajournalism,#datascience
[4] smr_foundation,#gor21

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@ejcnet
@thaipbs
@eu_opendata
@allitorban
@dataliteracycom
@mvaudano
@mediapreneurhub
@datavizsociety
@tarakelly

Top Mentioned in G1:
@datajournalism
@ejcnet
@mvaudano
@eu_opendata
@datavizsociety
@tarakelly
@rferl_hackathon
@guardian
@martinvargic
@usnews

Top Mentioned in G2:
@newsnerdery
@gurmanbhatia
@winnydejong
@warninggraphicc
@fpb_be
@mapbox
@hattierowan
@helene_seynaeve
@federicogatti
@gijnbangla

Top Mentioned in G3:
@datajournalism
@firstdraftnews
@publicdatalab
@politicoeurope
@buzzfeed
@fastcompany
@jwyg
@bb_liliana
@buzzfeednews
@gijn

Top Mentioned in G4:
@datajournalism
@cijournalism
@ejcnet
@fairfinanceind
@leilahaddou
@journalismarena
@eu_opendata
@journalismfund
@journalismnews
@ddjournalism

Top Mentioned in G6:
@datajournalism
@gijn
@ejcnet
@georgievpeter
@smfrogers
@tedx
@youtube
@mvaudano
@usnews
@martinvargic

Top Mentioned in G7:
@thaipbs

Top Mentioned in G8:
@allitorban
@dataliteracycom
@datajournalism
@winnydejong

Top Mentioned in G9:
@thelatampost
@carolabriceno
@alenzablanco
@bgalindo74
@cimanewsdigital
@rosental
@spcrucianelli

Top Mentioned in G10:
@olitab
@chelm
@dgof_gor
@carinacornesse
@floriankeusch
@bellastrum
@luetters
@smr_foundation
@schmidtjoff
@gip_study

Top Tweeters
Top Tweeters in Entire Graph:
@cotey_mary
@guardian
@timesofindia
@pura_miel
@fabriciosx
@nkheaw
@bassaces1
@godfrey_g_
@suzanneinlgb
@discord

Top Tweeters in G1:
@cotey_mary
@guardian
@lemondefr
@eyemagistus
@usnews
@margymaclibrary
@jenpasit
@bbbcccnnn
@info_aus
@equity5464

Top Tweeters in G2:
@ricardo_ik_ahau
@cnn
@iinderz
@puntofisso
@rdmurphy
@drzax
@danict89
@wr3a
@mapbox
@fuertebrazos

Top Tweeters in G3:
@discord
@nytimes
@politico
@pmihail1
@buzzfeed
@fastcompany
@thetimes
@buzzfeednews
@hal4
@metropoles

Top Tweeters in G4:
@prnews
@journalismnews
@iabc
@glenkcampbell
@prsa
@dw_gmf
@instituteforpr
@mediaeu
@cijournalism
@journalism2ls

Top Tweeters in G5:
@felicea
@researchbuzz
@redhog_org
@monicasonica
@leliosimi
@anarehbein
@raquelcamargo
@au_soc
@mihkal
@gijnarabic

Top Tweeters in G6:
@suzanneinlgb
@truthbuster
@spysun04
@journalism
@googlemyrna
@youtube
@gijn
@soljourno
@journalism_jobs
@columbiajourn

Top Tweeters in G7:
@fabriciosx
@nkheaw
@pprp_unofficial
@thaipbs
@mmaiyuto
@piyarak_s
@rayagoodday1
@datasciencebot_
@uffs2vpwidvwbhj
@bbbbubblehun

Top Tweeters in G8:
@blackstembot
@draziraphale
@pcowen_a
@guitarfishmasum
@theoneamit
@amitchaudhry1
@dataremixed
@alexselbyb
@sunitalohani9
@jonnyamanning

Top Tweeters in G9:
@pura_miel
@vazquezoutjorge
@cecollm
@albamarinamessa
@100_espana
@contrastado
@carolabriceno
@botellazo
@brisa7766433br1
@laugonzalezmx

Top Tweeters in G10:
@zeitonline
@codewithtwitchi
@nvsdata
@ucloudifyai
@olitab
@chelm
@schmidtjoff
@smr_foundation
@dgof_gor
@uli_krieger