datajournalism, Twitter, 9/27/2021 5:38:09 PM, 263002


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datajournalism_2021-09-27_09-18-41.xlsx
datajournalism_2021-09-27_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/3m1Umxw
@datajournalism
@prachisalve11
@salmanp42213006
@indiaspend
@mediafutureseu
@allitorban
@winnydejong
@fabriciosx
@thaipbs
@gijn

Top hashtags:
#datajournalism
#ddj
#data
#dataviz
#covid19
#climate
#ai
#machinelearning

Description:
Description
The graph represents a network of 538 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, 27 September 2021 at 16:19 UTC.

The requested start date was Monday, 27 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, 16-hour, 6-minute period from Monday, 13 September 2021 at 01:57 UTC to Sunday, 26 September 2021 at 18:03 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 : 538
Unique Edges : 560
Edges With Duplicates : 837
Total Edges : 1397
Number of Edge Types : 5
Retweet : 338
MentionsInRetweet : 664
Mentions : 287
Tweet : 87
Replies to : 21
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0658227848101266
Reciprocated Edge Ratio : 0.123515439429929
Connected Components : 89
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 220
Maximum Edges in a Connected Component : 723
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.282073
Graph Density : 0.00291444275992883
Modularity : 0.520835
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 538 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, 27 September 2021 at 16:19 UTC.

The requested start date was Monday, 27 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, 16-hour, 6-minute period from Monday, 13 September 2021 at 01:57 UTC to Sunday, 26 September 2021 at 18:03 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:
[9] https://ladatacuenta.com/2021/09/21/once-herramientas-gratuitas-y-en-linea-para-visualizar-datos/
[8] http://theoutlier.co.za/newsletter/
[5] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[4] https://forms.gle/ZdaNSaEfwkEQvMdv6
[4] https://www.linkedin.com/slink?code=d6hV53Dw
[3] https://www.nbcuacademy.com/catalog/data-journalism-visualizing-data-datasets
[3] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism
[3] https://twitter.com/datajournalism/status/1440933037655613444
[3] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[3] https://us06web.zoom.us/webinar/register/WN_nuhbvI8MRLWW7YtZHPKekw

Top URLs in Tweet in G1:
[5] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[2] https://datajournalism.com/read/longreads/investigating-troubling-content-on-amazon
[2] https://www.addevent.com/dir/link/evt/ddusoguw
[1] https://datajournalism.com/register
[1] https://twitter.com/i/web/status/1438748060289486852
[1] https://www.ire.org/submit-your-ideas-for-nicar22-and-sign-up-for-conference-emails/
[1] https://op.europa.eu/en/web/eudataviz/promotional-material
[1] https://www.surveymonkey.com/r/dataviz2021
[1] https://twitter.com/i/web/status/1438390963932745736
[1] https://dataliteracy.com/an-illustrated-guide-to-data-literacy-bias-in-research/

Top URLs in Tweet in G2:
[9] https://ladatacuenta.com/2021/09/21/once-herramientas-gratuitas-y-en-linea-para-visualizar-datos/
[1] https://saludconlupa.com/series/el-otro-peru/datos/
[1] https://twitter.com/saludconlupa/status/1440472785235558401

Top URLs in Tweet in G3:
[2] https://www.realtor.com/news/trends/why-is-the-u-s-housing-market-so-out-of-whack/?utm_source=dlvr.it&utm_medium=twitter
[1] https://journalismcourses.org/es/course/periodismodedatos/
[1] https://twitter.com/i/web/status/1437477895425961988
[1] https://datajournalism.com/read/handbook/verification-3/investigating-actors-content/how-to-analyze-social-media-accounts
[1] https://twitter.com/lailtoncosta/status/1437784274237902850
[1] https://journalismcourses.org/
[1] https://twitter.com/datajournalism/status/1438032210825728001
[1] https://twitter.com/i/web/status/1438044027618840576
[1] https://www.theguardian.com/membership/datablog/2021/sep/13/numbers-you-can-tell-stories-with-a-decade-of-guardian-data-journalism
[1] https://twitter.com/i/web/status/1438403134683066370

Top URLs in Tweet in G4:
[3] https://us06web.zoom.us/webinar/register/WN_nuhbvI8MRLWW7YtZHPKekw
[2] https://us06web.zoom.us/webinar/register/WN_8IHgIexlSAupOX2TK5k20w
[1] https://twitter.com/LuissDataLab/status/1435996729665626115
[1] https://twitter.com/MediaFuturesEU/status/1440251989980434433

Top URLs in Tweet in G5:
[4] https://www.linkedin.com/slink?code=d6hV53Dw
[1] https://raisinahouse.org/d-%26-m-conferecne-2021
[1] https://twitter.com/i/web/status/1438101647872249856
[1] https://twitter.com/i/web/status/1438436571527536640

Top URLs in Tweet in G6:
[2] https://gijn.org/2021/09/10/top-10-ddj-mayning-bitkoinov-uragan-ida-i-realnoe-chislo-zhertv-pandemii/
[1] https://gijn.org/2021/09/24/data-journalism-top-10-merkels-legacy-russias-politics-koreas-missiles-melting-ice-archives/
[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 G8:
[3] https://www.nbcuacademy.com/catalog/data-journalism-visualizing-data-datasets
[1] https://www.nbcuacademy.com/catalog/hispanic-population-census-nbc-latino
[1] https://www.nbcuacademy.com/students/steve-kornacki-carrie-dann-polls-politics-election-how-to-use-data
[1] https://www.nbcuacademy.com/catalog/covering-climate-unit-al-roker-erin-mcgarry
[1] https://www.nbcnews.com/specials/new-latino-landscape/

Top URLs in Tweet in G9:
[2] https://twitter.com/datajournalism/status/1440933037655613444

Top Domains
Top Domains in Tweet in Entire Graph:
[53] twitter.com
[19] datajournalism.com
[9] ladatacuenta.com
[8] co.za
[6] nbcuacademy.com
[6] zoom.us
[6] youtube.com
[5] theguardian.com
[5] journalismcourses.org
[4] forms.gle

Top Domains in Tweet in G1:
[10] datajournalism.com
[10] twitter.com
[3] theguardian.com
[2] addevent.com
[1] ire.org
[1] europa.eu
[1] surveymonkey.com
[1] dataliteracy.com
[1] unep.org
[1] youtube.com

Top Domains in Tweet in G2:
[9] ladatacuenta.com
[1] saludconlupa.com
[1] twitter.com

Top Domains in Tweet in G3:
[11] twitter.com
[4] datajournalism.com
[3] youtube.com
[2] journalismcourses.org
[2] realtor.com
[1] theguardian.com
[1] analyticsinsight.net
[1] dhauru.com
[1] godaleorealty.com
[1] iter.it

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

Top Domains in Tweet in G5:
[4] linkedin.com
[2] twitter.com
[1] raisinahouse.org

Top Domains in Tweet in G6:
[4] gijn.org
[1] twitter.com

Top Domains in Tweet in G8:
[6] nbcuacademy.com
[1] nbcnews.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[219] datajournalism
[37] ddj
[34] data
[32] dataviz
[25] covid19
[21] climate
[20] ai
[17] machinelearning
[15] journalism
[12] dmc2021



Top Hashtags in Tweet in G1:
[36] datajournalism
[13] climate
[12] dataviz
[11] ddj
[11] data
[10] euopendatadays
[4] journalism
[3] nicar22
[3] datajournalist
[2] diversity

Top Hashtags in Tweet in G2:
[11] covid19
[11] ddj
[5] indigenous
[5] datajournalism
[3] dataviz
[1] coronavirus
[1] datatools

Top Hashtags in Tweet in G3:
[27] datajournalism
[8] journalism
[6] ppmninfo
[5] southeastasia
[4] elections
[3] ddj
[3] excelaward
[3] electionreports
[3] datatalkasia
[3] media

Top Hashtags in Tweet in G4:
[19] ai
[15] machinelearning
[15] datajournalism
[2] disinformation
[2] disinformazione
[1] artificiallintelligence
[1] journalism
[1] workshop
[1] datalab

Top Hashtags in Tweet in G5:
[12] dmc2021
[7] workshop
[5] datajournalism
[2] datascience
[1] journalism
[1] conference
[1] data
[1] dataviz
[1] media
[1] newagemedia

Top Hashtags in Tweet in G6:
[4] ddj
[3] data
[3] amazon
[3] covid19
[2] datajournalism
[2] данные
[1] dataviz
[1] бонда

Top Hashtags in Tweet in G7:
[6] datajournalism
[2] dataphyteacademy
[1] dataanalytics
[1] journalists

Top Hashtags in Tweet in G8:
[10] data
[9] datajournalism
[3] datasets
[2] hispanicheritagemonth
[2] hhmnbcu
[2] visualization
[2] datajournalist
[1] charts
[1] weeklyreview
[1] polls

Top Hashtags in Tweet in G9:
[3] datajournalism

Top Words
Top Words in Tweet in Entire Graph:
[218] #datajournalism
[159] data
[121] datajournalism
[87] journalism
[39] more
[37] #ddj
[35] #data
[32] #dataviz
[31] news
[31] training

Top Words in Tweet in G1:
[81] datajournalism
[36] #datajournalism
[34] data
[23] series
[23] allitorban
[23] dataliteracycom
[21] big
[20] fans
[20] comic
[20] illustrated

Top Words in Tweet in G2:
[28] herramientas
[27] línea
[25] lista
[25] gratuitas
[24] hasselfallas
[24] visualizar
[24] datos
[17] favorita
[17] utilidad
[17] recurso

Top Words in Tweet in G3:
[27] #datajournalism
[9] data
[8] #journalism
[6] #ppmninfo
[5] journalism
[5] #southeastasia
[4] more
[4] #elections
[4] ہے
[3] 2021

Top Words in Tweet in G4:
[19] mediafutureseu
[19] #ai
[15] #machinelearning
[15] #datajournalism
[14] ai
[14] luissdatalab
[12] settembre
[11] avete
[11] ancora
[11] tempo

Top Words in Tweet in G5:
[21] น
[20] raisinahouse
[17] 00
[14] govindethiraj
[14] indiaspend
[12] #dmc2021
[12] data
[12] journalism
[11] ชวนค
[11] ณมาทอล

Top Words in Tweet in G6:
[5] gijn
[5] more
[5] datajournalism
[5] о
[5] и
[5] в
[4] gijn's
[4] weekly
[4] #ddj
[3] remembering

Top Words in Tweet in G7:
[33] data
[33] journalism
[23] training
[23] dataphyte
[20] days
[14] seunduro1
[12] intense
[12] learned
[12] importance
[11] rounded

Top Words in Tweet in G8:
[12] nbcuacademy
[11] nbcnews
[10] #data
[9] #datajournalism
[9] interactive
[6] nbclatino's
[6] suzgamboa
[6] nicolemarie_a
[6] wonder
[6] news

Top Words in Tweet in G9:
[18] jacopoottaviani
[15] next
[13] discord
[12] datajournalism
[12] chat
[12] wednesday
[11] code4africa
[10] triciagov
[9] happening
[9] live

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[65] data,journalism
[25] línea,gratuitas
[24] #datajournalism,newsletter
[24] lista,herramientas
[24] visualizar,datos
[23] allitorban,dataliteracycom
[22] hasselfallas,lista
[20] outlierafrica,#datajournalism
[20] big,fans
[20] fans,comic

Top Word Pairs in Tweet in G1:
[23] allitorban,dataliteracycom
[20] big,fans
[20] fans,comic
[20] comic,series
[20] series,illustrated
[20] illustrated,allitorban
[20] dataliteracycom,delves
[20] delves,common
[19] datajournalism,big
[19] common,pitfal

Top Word Pairs in Tweet in G2:
[25] línea,gratuitas
[24] lista,herramientas
[24] visualizar,datos
[22] hasselfallas,lista
[17] herramientas,línea
[17] gratuitas,favorita
[17] favorita,visualizar
[17] datos,utilidad
[17] utilidad,recurso
[11] jsk,bln

Top Word Pairs in Tweet in G3:
[5] #journalism,#datajournalism
[3] data,journalism
[3] congratulations,#excelaward
[3] #electionreports,#journalism
[3] #datajournalism,#ppmninfo
[3] #southeastasia,#datatalkasia
[3] #datatalkasia,#elections
[3] #elections,#journalism
[3] #datajournalism,#media
[3] #media,#ppmninfo

Top Word Pairs in Tweet in G4:
[15] #ai,#machinelearning
[15] #machinelearning,#datajournalism
[11] avete,ancora
[11] ancora,tempo
[11] tempo,iscrivervi
[11] iscrivervi,ai
[11] ai,workshop
[11] workshop,gratuiti
[11] gratuiti,#ai
[11] 28,settembre

Top Word Pairs in Tweet in G5:
[11] ชวนค,ณมาทอล
[11] ณมาทอล,กก
[11] กก,บ
[11] บ,visual
[11] visual,talk
[11] talk,ep
[11] ep,ช
[11] ช,นเร
[11] นเร,ยนทางไกล
[11] ยนทางไกล,ความท

Top Word Pairs in Tweet in G6:
[4] gijn's,weekly
[3] remembering,september
[3] september,11
[3] 11,canada
[3] canada,residential
[3] residential,schools
[3] schools,forest
[3] forest,fires
[3] fires,election
[3] election,promises

Top Word Pairs in Tweet in G7:
[32] data,journalism
[12] days,intense
[12] intense,training
[12] training,data
[12] journalism,dataphyte
[12] dataphyte,learned
[12] learned,importance
[12] importance,data
[11] seunduro1,days
[8] rounded,days

Top Word Pairs in Tweet in G8:
[6] nbclatino's,suzgamboa
[6] suzgamboa,nicolemarie_a
[6] wonder,news
[6] news,websites
[6] websites,create
[6] create,interactive
[6] interactive,maps
[6] maps,charts
[6] charts,visual
[6] visual,displays

Top Word Pairs in Tweet in G9:
[10] code4africa,jacopoottaviani
[10] jacopoottaviani,triciagov
[9] datajournalism,happening
[9] happening,code4africa
[9] triciagov,chat
[9] chat,live
[9] live,discord
[9] discord,next
[9] next,wednesday
[9] wednesday,sept

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@allitorban
@hasselfallas
@dataliteracycom
@jacopoottaviani
@mediapreneurhub
@dataphyte
@alastairotter
@outlierafrica
@discord

Top Mentioned in G1:
@datajournalism
@allitorban
@dataliteracycom
@grist
@compatibilism
@eu_opendata
@tarakelly
@guardian
@ejcnet
@rferl_hackathon

Top Mentioned in G2:
@hasselfallas
@biglocalnews
@saludconlupa
@jskstanford

Top Mentioned in G4:
@mediafutureseu
@luissdatalab
@abellan_andrea
@datajournalism
@unicreativearts
@zeta_luiss
@ircam
@arselectronica
@getframeright
@nico

Top Mentioned in G5:
@raisinahouse
@govindethiraj
@indiaspend
@thaipbs
@indiafactquiz
@madhursingh
@indi
@fccnewdelhi
@datajournalism

Top Mentioned in G6:
@gijn
@datajournalism
@buzzfeed
@politicoeurope
@fastcompany
@georgievpeter
@marc_smith
@digitalspacelab
@gijnru
@jwyg

Top Mentioned in G7:
@dataphyte
@seunduro1
@daily_trust
@anichoalfred
@tsm_liberia
@macfound
@hamzycode

Top Mentioned in G8:
@nbcuacademy
@nbcnews
@nbclatino
@suzgamboa
@nicolemarie_a
@stevekornacki
@nbc
@nbcnewsgraphics
@jiachuanwu
@nbcpolitics

Top Mentioned in G9:
@jacopoottaviani
@discord
@datajournalism
@code4africa
@triciagov
@ejcnet
@data4change

Top Mentioned in G10:
@zoo_bear
@vinodkapri
@hansrajmeena
@ravishndtv
@ndtvindia
@khanumarfa
@thewirehindi
@ppbajpai
@thereporthindi
@timesofindia

Top Tweeters
Top Tweeters in Entire Graph:
@viralvideovlogs
@coronaupdatebot
@guardian
@timesofindia
@hubofml
@daily_trust
@fabriciosx
@wwf
@nkheaw
@skynews

Top Tweeters in G1:
@guardian
@npr
@margymaclibrary
@developerbot_v1
@bbbcccnnn
@grjenkin
@blackstembot
@grist
@draziraphale
@deepindex

Top Tweeters in G2:
@viralvideovlogs
@nbrx
@jaicec
@kalin_gl
@tincho_for_ever
@prosumidorsoc
@aguil77
@jlori
@alfredocg
@fabiolatorres

Top Tweeters in G3:
@gianlucasgueo
@einsteinsattic
@redhog_org
@oohrip
@monicasonica
@leliosimi
@anarehbein
@raquelcamargo
@au_soc
@lsfmdmediaopps

Top Tweeters in G4:
@hubofml
@thecuriousluke
@riotta
@nico
@martinlindla
@frapac71
@odihq
@mannocchia
@unicreativearts
@arselectronica

Top Tweeters in G5:
@fabriciosx
@nkheaw
@pprp_unofficial
@thaipbs
@mmaiyuto
@uffs2vpwidvwbhj
@11241991
@sayompoo_eric
@13tofor
@indiaspend

Top Tweeters in G6:
@nytimes
@pmihail1
@buzzfeed
@fastcompany
@thetimes
@metropoles
@politicoeurope
@jmlaurio
@gijn
@dangun76

Top Tweeters in G7:
@daily_trust
@codewithtwitchi
@seunonigbinde
@hamzycode
@rjay_omale
@sbashiru15
@uchecode
@marhreeyah
@macfound
@conumah

Top Tweeters in G8:
@nbcnews
@todayshow
@nbcpolitics
@nbclatino
@nbcnewsgraphics
@nbc
@nbcuacademy
@alroker
@suzgamboa
@nbcnewsclimate

Top Tweeters in G9:
@discord
@chrisroper
@vrnotalonetoday
@simoneasnaghi
@otisky06
@advocassembly
@mirkolorenz
@jacopoottaviani
@bukadebayo
@justinarenstein

Top Tweeters in G10:
@timesofindia
@the_hindu
@ndtvindia
@mohfw_india
@zoo_bear
@vinodkapri
@ravishndtv
@thewirehindi
@khanumarfa
@mukeshsharmamla


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