datajournalism, Twitter, 4/18/2022 8:44:54 PM, 275028


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datajournalism_2022-04-18_09-18-42.xlsx
datajournalism_2022-04-18_09-18-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2022
Short Description:
datajournalism via NodeXL https://bit.ly/3KUeNHX
@datajournalism
@sigmaawards
@this0499154500
@gijn
@code4africa
@glenkcampbell
@clairemilleruk
@nytimes
@nelsonmau
@alastairotter

Top hashtags:
#datajournalism
#ddj
#ijf22
#data
#dataviz
#civictech
#gijc21
#datascience

Description:
Description
The graph represents a network of 423 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, 18 April 2022 at 16:19 UTC.

The requested start date was Monday, 18 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, 21-hour, 47-minute period from Monday, 04 April 2022 at 01:12 UTC to Sunday, 17 April 2022 at 23:00 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 : 423
Unique Edges : 368
Edges With Duplicates : 780
Total Edges : 1148
Number of Edge Types : 5
Replies to : 18
Mentions : 198
Tweet : 95
Retweet : 316
MentionsInRetweet : 521
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0627118644067797
Reciprocated Edge Ratio : 0.118022328548644
Connected Components : 66
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 258
Maximum Edges in a Connected Component : 872
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.376525
Graph Density : 0.00351248697522772
Modularity : 0.450752
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 423 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, 18 April 2022 at 16:19 UTC.

The requested start date was Monday, 18 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, 21-hour, 47-minute period from Monday, 04 April 2022 at 01:12 UTC to Sunday, 17 April 2022 at 23:00 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:
[13] https://www.journalismfestival.com/programme/2022/the-2021-state-of-data-journalism-survey
[9] https://datajournalism.com/read/blog/data-journalism-survey-2021
[6] https://www.youtube.com/watch?v=CCGjc4z9CBE&feature=youtu.be

[4] https://www.datasketch.co/newsletter/data-journalism/issue-12-wealth-limited-rights-and-education/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274300
[4] https://gijn.org/2022/04/11/video-resources-for-data-investigations/
[3] https://twitter.com/datajournalism/status/1512400626277302273
[3] https://www.realtor.com/news/trends/where-were-seeing-the-most-new-listings/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/watch?v=14GO61WDDUE&feature=youtu.be

[2] https://newsinitiative.withgoogle.com/resources/journalism/data-journalism/

Top URLs in Tweet in G1:
[10] https://www.journalismfestival.com/programme/2022/the-2021-state-of-data-journalism-survey
[6] https://www.youtube.com/watch?v=CCGjc4z9CBE&feature=youtu.be

[5] https://datajournalism.com/read/blog/data-journalism-survey-2021
[2] https://datajournalism.com/survey/2021/
[1] https://fivethirtyeight.com/features/support-for-ukrainian-refugees-is-high-in-europe-that-may-not-last/
[1] http://youtu.be/CCGjc4z9CBE
[1] https://twitter.com/i/web/status/1513779372511182848
[1] https://blog.datawrapper.de/colors-for-data-vis-style-guides/
[1] https://gijn.org/2022/04/11/video-resources-for-data-investigations/
[1] https://www.economist.com/newsletters/off-the-charts?utm_campaign=a.data-newsletter&utm_medium=email.internal-newsletter.np&utm_source=salesforce-marketing-cloud&utm_term=3/29/2022&utm_id=1105303

Top URLs in Tweet in G2:
[2] https://sigmaawards.org/projects/
[2] https://www.youtube.com/watch?v=dxMretoIA3Q

[1] https://www.youtube.com/watch?v=lCRbgIEM-nY

[1] https://gijn.org/2022/04/08/data-journalism-top-10-russias-achilles-heel-baby-names-bike-shortage-dataviz-color-guide/
[1] https://gijn.org/2022/04/11/video-resources-for-data-investigations/
[1] https://sigmaawards.org/slack/
[1] https://twitter.com/i/web/status/1513572801835413516
[1] https://twitter.com/gijn/status/1512373019813072897
[1] https://twitter.com/sigmaawards/status/1512043803200434176
[1] https://www.journalismfestival.com/programme/2022/lessons-from-the-sigma-awards-the-best-of-data-journalism-around-the-world

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274300
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274252
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274284
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274694
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274701
[1] https://puntofisso.net/newsletter/

Top URLs in Tweet in G4:
[3] https://www.journalismfestival.com/programme/2022/the-2021-state-of-data-journalism-survey
[2] https://datajournalism.com/read/blog/data-journalism-survey-2021
[1] https://go.ejc.net/freelance_journalism_guides_es
[1] https://twitter.com/datajournalism/status/1512400626277302273
[1] https://www.youtube.com/watch?v=CCGjc4z9CBE

[1] https://twitter.com/ejcnet/status/1512351054607921156
[1] https://www.journalismfestival.com/programme/2022/using-ai-to-tackle-impossible-investigations
[1] https://twitter.com/datajournalism/status/1511947592845905924
[1] https://datajournalism.com/read/handbook/verification-3

Top URLs in Tweet in G5:
[2] https://datajournalism.com/read/blog/data-journalism-survey-2021
[2] https://newsinitiative.withgoogle.com/resources/journalism/data-journalism/
[2] https://www.youtube.com/watch?v=14GO61WDDUE&feature=youtu.be

[1] https://twitter.com/datajournalism/status/1493549088406745107
[1] https://mobile.twitter.com/APFactCheck
[1] https://mobile.twitter.com/firstdraftnews
[1] https://datajournalism.com/read/handbook/verification-1
[1] https://mobile.twitter.com/snopes
[1] https://news.sky.com/story/ukraine-war-satellite-imagery-shows-bodies-in-bucha-lay-in-the-street-for-weeks-12582832
[1] https://twitter.com/torontoverse/status/1511020786882129927

Top URLs in Tweet in G6:
[1] https://docs.google.com/spreadsheets/d/1Re35eULn_UTTz2d-_5sKAiLtkkP9yNuZjs2eWo9s8sU/edit#gid=1826053739

Top URLs in Tweet in G7:
[2] https://www.nytimes.com/2022/04/04/world/europe/bucha-ukraine-bodies.html
[1] https://twitter.com/dataninjait/status/1512342999623159808/video/1
[1] https://www.nytimes.com/interactive/2022/04/14/upshot/tonga-pressure-wave.html?searchResultPosition=1
[1] https://www.theguardian.com/world/ng-interactive/2022/apr/10/french-election-2022-projected-result-and-latest-results
[1] https://www.nytimes.com/2022/04/07/learning/whats-going-on-in-this-graph-april-13-2022.html?campaign_id=55&emc=edit_ln_20220408&instance_id=57878&nl=the-learning-network®i_id=69956647&segment_id=87861&te=1&user_id=a8d248828d771c01d04426a6be51ffa7
[1] https://www.sciencefriday.com/segments/bar-graph/
[1] https://twitter.com/datajournalism/status/1509801569830715398

Top URLs in Tweet in G8:
[2] https://leanpub.com/gettingstartedwithdatajournalism/
[1] https://www.amazon.co.uk/dp/B09XBYGBLC
[1] https://leanpub.com/gettingstartedwithdatajournalism
[1] https://twitter.com/i/web/status/1513612263491764224
[1] https://clairemiller.net/blog/2022/04/data-journalism-for-beginners-why-do-it-and-how-to-get-started/

Top URLs in Tweet in G9:
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2F
[1] https://newsletter.theoutlier.co.za/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fbeginners-guide-to-extracting-data-from-pdfs-1ccb40935dbe

Top URLs in Tweet in G10:
[1] https://www.dasfaa2022.org/Programme/Keynotes
[1] https://team.inria.fr/cedar/connectionlens/

Top Domains
Top Domains in Tweet in Entire Graph:
[42] twitter.com
[24] datajournalism.com
[15] journalismfestival.com
[13] youtube.com
[8] medium.com
[8] gijn.org
[8] nodexlgraphgallery.org
[5] nytimes.com
[4] datasketch.co
[4] journaliststoolbox.org

Top Domains in Tweet in G1:
[11] datajournalism.com
[10] journalismfestival.com
[7] youtube.com
[3] twitter.com
[2] economist.com
[1] fivethirtyeight.com
[1] youtu.be
[1] datawrapper.de
[1] gijn.org
[1] harvard.edu

Top Domains in Tweet in G2:
[3] youtube.com
[3] sigmaawards.org
[3] twitter.com
[2] gijn.org
[1] journalismfestival.com

Top Domains in Tweet in G3:
[8] nodexlgraphgallery.org
[1] puntofisso.net

Top Domains in Tweet in G4:
[4] journalismfestival.com
[3] twitter.com
[3] datajournalism.com
[1] ejc.net
[1] youtube.com

Top Domains in Tweet in G5:
[12] twitter.com
[8] datajournalism.com
[4] journaliststoolbox.org
[2] gijn.org
[2] withgoogle.com
[2] youtube.com
[1] sky.com
[1] linkedin.com
[1] gitconnected.com
[1] bestproxyreviews.com

Top Domains in Tweet in G6:
[1] google.com

Top Domains in Tweet in G7:
[4] nytimes.com
[2] twitter.com
[1] theguardian.com
[1] sciencefriday.com

Top Domains in Tweet in G8:
[3] leanpub.com
[1] co.uk
[1] twitter.com
[1] clairemiller.net

Top Domains in Tweet in G9:
[4] medium.com
[1] co.za

Top Domains in Tweet in G10:
[1] dasfaa2022.org
[1] inria.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[210] datajournalism
[79] ddj
[36] ijf22
[32] data
[22] dataviz
[16] civictech
[10] gijc21
[9] datascience
[8] bigdata
[8] bi



Top Hashtags in Tweet in G1:
[51] datajournalism
[29] ddj
[27] data
[14] ijf22
[11] dataviz
[4] ukrainian
[3] gijc21
[3] perugia
[1] python
[1] r

Top Hashtags in Tweet in G2:
[28] datajournalism
[25] ddj
[6] gijc21
[6] sigmas22
[4] ijf22
[2] dataviz

Top Hashtags in Tweet in G3:
[15] civictech
[10] ddj
[4] datajournalism
[3] tejran
[2] dataviz
[2] karankundrra
[2] dancedeewanejuniors
[1] intlforestday
[1] data
[1] spme2022

Top Hashtags in Tweet in G4:
[20] datajournalism
[17] ijf22
[4] femminicidio
[3] ifj22
[1] data
[1] gijc21
[1] freelancejournalists
[1] ij22
[1] disinformation

Top Hashtags in Tweet in G5:
[29] datajournalism
[5] ddj
[3] journalism
[2] data
[2] datascience
[2] dataanalytics
[2] datavisualization
[2] investigativereporting
[2] dataviz
[2] course

Top Hashtags in Tweet in G6:
[1] datajournalism
[1] journoresources

Top Hashtags in Tweet in G7:
[10] datajournalism
[5] opendata
[1] dataviz

Top Hashtags in Tweet in G8:
[7] datajournalism
[4] ddj
[3] startdatajournalism
[1] data

Top Hashtags in Tweet in G9:
[7] datajournalism
[1] training
[1] africa
[1] ddj
[1] dataviz

Top Hashtags in Tweet in G10:
[1] datajournalism
[1] databases
[1] nlp

Top Words
Top Words in Tweet in Entire Graph:
[210] #datajournalism
[170] data
[131] datajournalism
[79] #ddj
[65] journalism
[51] sigmaawards
[45] looking
[45] র
[42] #data
[41] today

Top Words in Tweet in G1:
[88] datajournalism
[51] #datajournalism
[31] data
[29] #data
[29] #ddj
[22] survey
[22] journalists
[19] biggest
[19] don
[18] state

Top Words in Tweet in G2:
[41] sigmaawards
[28] #datajournalism
[25] #ddj
[23] gijn
[19] people
[19] proud
[18] 2022
[18] thread
[18] around
[17] today

Top Words in Tweet in G3:
[38] code4africa
[18] hiring
[18] part
[18] largest
[18] network
[17] continent
[15] indigenous
[15] african
[15] #civictech
[13] datajournalism

Top Words in Tweet in G4:
[20] datajournalism
[20] #datajournalism
[17] #ijf22
[13] ejcnet
[13] tarakelly
[11] field
[11] panel
[10] tools
[10] data
[10] state

Top Words in Tweet in G5:
[45] র
[34] ন
[29] #datajournalism
[26] ব
[26] স
[24] য
[16] ট
[16] দ
[14] ক
[14] ড

Top Words in Tweet in G6:
[44] data
[22] climate
[22] reporters
[22] looking
[22] environment
[22] related
[22] earthjournalism
[22] compilation
[22] ejdc
[21] christhaotrinh

Top Words in Tweet in G7:
[10] #datajournalism
[6] nelsonmau
[6] come
[5] chiunque
[5] puã
[5] avere
[5] un'intuzione
[5] cosã
[5] controlliamo
[5] immagini

Top Words in Tweet in G8:
[15] data
[14] clairemilleruk
[13] journalism
[12] getting
[12] started
[7] #datajournalism
[7] tutorials
[6] second
[6] edition
[6] available

Top Words in Tweet in G9:
[10] teganbedser
[9] data
[8] many
[7] #datajournalism
[7] media
[7] hack's
[7] leading
[7] efforts
[7] teach
[7] skills

Top Words in Tweet in G10:
[7] looking
[7] forward
[7] presenting
[7] work
[7] journalistic
[7] data
[7] integration
[7] dasfaa2022
[7] join
[7] tomorrow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] data,journalism
[24] thread,#ddj
[22] climate,reporters
[22] reporters,looking
[22] looking,environment
[22] environment,related
[22] related,data
[22] data,earthjournalism
[22] earthjournalism,data
[22] data,compilation

Top Word Pairs in Tweet in G1:
[12] #datajournalism,survey
[12] data,journalism
[12] climate,change
[10] rightrelevance,thanks
[9] looking,update
[9] update,color
[9] color,palette
[9] palette,starting
[9] starting,scratch
[9] scratch,#dataviz

Top Word Pairs in Tweet in G2:
[18] thread,#ddj
[17] #ddj,people
[17] people,around
[17] experts,gone
[16] sigmaawards,thread
[12] around,ðÿœ
[11] ðÿœ,today
[11] today,areâ
[11] areâ,proud
[11] proud,revealâ

Top Word Pairs in Tweet in G3:
[18] largest,network
[17] continent,largest
[16] code4africa,hiring
[15] network,indigenous
[15] indigenous,african
[15] african,#civictech
[14] hiring,part
[14] part,code4africa
[14] code4africa,continent
[5] top,hashtags

Top Word Pairs in Tweet in G4:
[8] icij's,delreuter
[6] icijorg,icij's
[6] delreuter,spoke
[6] spoke,#datajournalism
[6] #datajournalism,trends
[6] trends,tools
[6] tools,sought
[6] sought,skills
[6] skills,field
[6] field,more

Top Word Pairs in Tweet in G5:
[10] ড,ট
[9] ট,স
[9] স,ব
[8] ব,দ
[7] স,গ
[6] ক,ন
[6] দ,কত
[5] data,journalism
[5] ন,ন
[5] গ,ল

Top Word Pairs in Tweet in G6:
[22] climate,reporters
[22] reporters,looking
[22] looking,environment
[22] environment,related
[22] related,data
[22] data,earthjournalism
[22] earthjournalism,data
[22] data,compilation
[22] compilation,ejdc
[21] christhaotrinh,climate

Top Word Pairs in Tweet in G7:
[5] chiunque,puã
[5] puã,avere
[5] avere,un'intuzione
[5] un'intuzione,cosã
[5] cosã,controlliamo
[5] controlliamo,immagini
[5] immagini,satelliti
[5] satelliti,ma
[5] ma,ti
[5] ti,occupi

Top Word Pairs in Tweet in G8:
[13] data,journalism
[12] getting,started
[12] started,data
[6] second,edition
[6] edition,getting
[6] journalism,available
[6] available,ebook
[6] ebook,leanpub
[6] quick,peek
[6] peek,info

Top Word Pairs in Tweet in G9:
[7] media,hack's
[7] hack's,teganbedser
[7] teganbedser,leading
[7] leading,efforts
[7] efforts,teach
[7] teach,data
[7] data,skills
[7] skills,journalists
[7] journalists,africa
[7] africa,many

Top Word Pairs in Tweet in G10:
[7] looking,forward
[7] forward,presenting
[7] presenting,work
[7] work,journalistic
[7] journalistic,data
[7] data,integration
[7] integration,dasfaa2022
[7] dasfaa2022,join
[7] join,tomorrow
[6] ioanamanol,looking

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@sigmaawards
@gijn
@code4africa
@earthjournalism
@christhaotrinh
@clairemilleruk
@tarakelly
@journalismfest
@ejcnet

Top Mentioned in G1:
@datajournalism
@rightrelevance
@lisacmuth
@theeconomist
@mariesegger
@journalismfest
@harvardgrwthlab
@grjenkin

Top Mentioned in G2:
@sigmaawards
@gijn
@arijnetwork
@propublica
@disclose_ngo
@indiaspend
@washingtonpost
@datajournalism
@maid_marianne
@helenabengtsson

Top Mentioned in G3:
@code4africa
@datajournalism
@this0499154500
@juditalonsog
@spacesforgood
@kkundrra
@davidhundeyin
@pulitzercenter
@valerie_ouellet

Top Mentioned in G4:
@datajournalism
@tarakelly
@ejcnet
@delreuter
@compatibilism
@journalismfest
@larsboering
@icijorg
@jour
@ponsluca

Top Mentioned in G5:
@spj_tweets

Top Mentioned in G6:
@earthjournalism
@christhaotrinh

Top Mentioned in G7:
@nelsonmau
@dataninjait
@lm_encartes
@nytimes
@aejmcspig
@datajournalism
@leviwesterveld
@nytgraphics
@tmarcoh
@haeyoun

Top Mentioned in G8:
@clairemilleruk
@sigmaawards

Top Mentioned in G9:
@teganbedser
@alastairotter
@mediahackza
@sigmaawards

Top Mentioned in G10:
@dasfaa2022
@ioanamanol

Top Tweeters
Top Tweeters in Entire Graph:
@natransversal
@_redfrog
@hubofml
@bonassoli
@bbcnews
@nytimes
@discord
@washingtonpost
@theeconomist
@xeronbot

Top Tweeters in G1:
@discord
@theeconomist
@margymaclibrary
@riotta
@grjenkin
@bbbcccnnn
@gibranashraf
@pbosque1
@kathybryson2
@madanrao

Top Tweeters in G2:
@_redfrog
@washingtonpost
@xeronbot
@zeisbaerger
@propublica
@beardedcrank
@timmyturner13
@maponi
@indiaspend
@fahmidahyousfi

Top Tweeters in G3:
@cbcnews
@publichealthmap
@hindikhabar
@puntofisso
@movietalkies
@davidhundeyin
@juditalonsog
@kullzzzzz
@liliasaul
@gitogo_jnr

Top Tweeters in G4:
@laboescapes
@themainepain
@chpsre
@craignewmark
@grist
@corinne_podger
@pulitzercenter
@michaelwhudson
@pinardag
@yudivian

Top Tweeters in G5:
@hernangraffe
@buddhistnobody
@mechanonplacet
@evanmcmurry
@pruckler
@typingofthered
@nada
@hwillert
@spj_tweets
@loumat33

Top Tweeters in G6:
@dounardbondo
@afiasalam
@vincedavidsonjp
@journomayank
@josephbamarzan
@rightnowromar
@ferminkoop
@macbuxx
@sigridvasconez
@syedmabubakar

Top Tweeters in G7:
@nytimes
@massimo_san
@professorkim
@glenkcampbell
@tedeschini
@nelsonmau
@eu_opendata
@tordizuin
@cspadoni
@nytgraphics

Top Tweeters in G8:
@jenstirrup
@amateurfoi
@curium
@lambrechts
@dubasfisher
@clairemilleruk
@richardceault
@charlieburns
@petewhite
@rui_barros17

Top Tweeters in G9:
@skatiq3
@alastairotter
@mediahackza
@belloyinka72
@laurajgrant
@outlierafrica
@_mamaili
@teganbedser

Top Tweeters in G10:
@hubofml
@textsla
@kuzeko
@darmont_lyon2
@ioanamanol
@tayebm
@cedarinrialix
@dasfaa2022


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