datajournalism, Twitter, 11/8/2021 4:36:14 PM, 265854


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datajournalism_2021-11-08_08-18-42.xlsx
datajournalism_2021-11-08_08-18-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/3GYsZhz
@datajournalism
@tarakelly
@l_a_kelly
@gijn
@winnydejong
@codata_india
@indiaicsi
@eu_opendata
@maryjowebster
@this0499154500

Top hashtags:
#datajournalism
#data
#dataviz
#ddj
#gijc21
#pandorapapers
#datavisualization

Description:
Description
The graph represents a network of 569 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, 08 November 2021 at 16:19 UTC.

The requested start date was Monday, 08 November 2021 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, 18-hour, 1-minute period from Monday, 25 October 2021 at 06:09 UTC to Monday, 08 November 2021 at 00:10 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 : 569
Unique Edges : 523
Edges With Duplicates : 1287
Total Edges : 1810
Number of Edge Types : 5
Mentions : 401
Retweet : 362
MentionsInRetweet : 912
Tweet : 111
Replies to : 24
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0708661417322835
Reciprocated Edge Ratio : 0.132352941176471
Connected Components : 89
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 300
Maximum Edges in a Connected Component : 1287
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.829402
Graph Density : 0.00294561746577886
Modularity : 0.46783
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 569 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, 08 November 2021 at 16:19 UTC.

The requested start date was Monday, 08 November 2021 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, 18-hour, 1-minute period from Monday, 25 October 2021 at 06:09 UTC to Monday, 08 November 2021 at 00:10 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.youtube.com/watch?v=jDpiYodNp5U

[7] https://journalismcourses.org/coursecat/self-directed-courses/
[5] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[5] https://datajournalism.com/read/newsletters/inside-the-pandora-papers
[4] https://datajournalism.com/read/handbook/two/working-with-data/experiencing-data/the-web-as-a-medium-for-data-visualisation
[4] https://factseeker.lk/2021/10/25/%E0%AE%87%E0%AE%B2%E0%AE%99%E0%AF%8D%E0%AE%95%E0%AF%88%E0%AE%AF%E0%AE%BF%E0%AE%A9%E0%AF%8D-%E0%AE%B5%E0%AE%A3%E0%AE%BF%E0%AE%95%E0%AE%AE%E0%AF%8D-%E0%AE%89%E0%AE%A3%E0%AF%8D%E0%AE%AE%E0%AF%88/?lang=ta
[3] https://apply.interfolio.com/94193
[3] https://twitter.com/datajournalism/status/1452517532322107394
[3] https://factseeker.lk/2021/10/25/%E0%B7%81%E0%B7%8A%E2%80%8D%E0%B6%BB%E0%B7%93-%E0%B6%BD%E0%B6%82%E0%B6%9A%E0%B7%8F%E0%B7%80%E0%B7%9A-%E0%B7%80%E0%B7%92%E0%B6%AF%E0%B7%9A%E0%B7%81-%E0%B7%80%E0%B7%99%E0%B7%85%E0%B6%B3%E0%B7%8F/?lang=si
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264724

Top URLs in Tweet in G1:
[5] https://datajournalism.com/read/newsletters/inside-the-pandora-papers
[4] https://datajournalism.com/read/longreads/the-power-of-data-storytelling-for-lifestyle-journalism
[4] https://datajournalism.com/read/handbook/two/working-with-data/experiencing-data/the-web-as-a-medium-for-data-visualisation
[2] https://www.addevent.com/event/NM9808434
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264724
[2] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[2] https://gijn.org/2021/10/22/nenadezhnyie-dannyie-proval-5g-v-usa-tayskaya-pop-muzyika-i-falshivyie-google-otzyivyi/
[1] https://datajournalism.com/
[1] https://twitter.com/tarakelly/status/1455113392050647042
[1] https://datajournalism.com/read/blog/data-journalism-podcasts

Top URLs in Tweet in G2:
[2] https://www.thecourier.co.uk/fp/courier-investigations/2703714/dundee-ww1-victims/
[1] https://www.pressandjournal.co.uk/fp/pj-investigations/3598986/aberdeen-ww1-victims/

Top URLs in Tweet in G3:
[1] http://fisd.in/sites/default/files/SDR%20November%202020.pdf
[1] https://dx.doi.org/10.1177/0340035207083304

Top URLs in Tweet in G4:
[3] https://twitter.com/datajournalism/status/1452517532322107394
[2] https://soundcloud.com/datajournalism/episode-38-conversation-with-pierre-romera-icij
[1] https://www.youtube.com/watch?v=dxMretoIA3Q

[1] https://twitter.com/i/web/status/1452621474985037827
[1] https://www.lastampa.it/topnews/primo-piano/2021/10/26/news/la-geografia-dei-furti-in-abitazione-quali-sono-le-province-piu-colpite-1.40852318
[1] https://www.datatalk.asia/story/detail/32/villar-richest-go-poorest-among-2019-senators.html
[1] https://blog.davidlibeau.fr/les-tweets-du-gouvernement-francais-ne-sont-pas-accessibles/
[1] https://datajournalism.com/read/handbook/verification-3
[1] https://www.realtor.com/news/trends/zombie-properties-present-plague-of-homebuying-opportunities/?utm_source=dlvr.it&utm_medium=twitter
[1] https://godaleorealty.com/

Top URLs in Tweet in G5:
[7] https://journalismcourses.org/coursecat/self-directed-courses/
[6] https://www.youtube.com/watch?v=jDpiYodNp5U

[2] https://tcij.org/summer-conference/
[1] https://tcij.org/scheduled-training/
[1] https://datajournalism.com/watch/python-for-journalists

Top URLs in Tweet in G6:
[1] https://op.europa.eu/en/web/euopendatadays/programme
[1] https://twitter.com/EscolaDeDados/status/1456038935793184771

Top URLs in Tweet in G7:
[2] https://tamtamdumboa.com/non-la-cocan-ne-recrute-pas-encore-les-volontaires-de-la-can-total-energies-2021/

Top URLs in Tweet in G8:
[1] https://itsalljournalism.com/483-data-can-be-the-spine-of-your-reporting/
[1] https://www.storybench.org/how-fivethirtyeights-julia-wolfe-addresses-data-literacy/

Top URLs in Tweet in G9:
[1] https://mediaactionnepal.org/event/media-sensitization-workshop-biratnagar/
[1] https://twitter.com/i/web/status/1452818101263749123

Top URLs in Tweet in G10:
[2] https://speckandtech39.eventbrite.com/
[1] https://speckand.tech/2021/10/data-journalism/

Top Domains
Top Domains in Tweet in Entire Graph:
[35] twitter.com
[22] datajournalism.com
[14] youtube.com
[9] factseeker.lk
[8] agahiawards.com
[7] journalismcourses.org
[6] gijn.org
[4] co.uk
[4] linkedin.com
[3] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[16] datajournalism.com
[7] twitter.com
[6] gijn.org
[3] nodexlgraphgallery.org
[2] addevent.com
[1] flowingdata.com
[1] tableau.com
[1] theguardian.com
[1] youtube.com
[1] discord.com

Top Domains in Tweet in G2:
[3] co.uk

Top Domains in Tweet in G3:
[1] fisd.in
[1] doi.org

Top Domains in Tweet in G4:
[11] twitter.com
[8] agahiawards.com
[3] datajournalism.com
[2] soundcloud.com
[2] substack.com
[1] youtube.com
[1] lastampa.it
[1] datatalk.asia
[1] davidlibeau.fr
[1] realtor.com

Top Domains in Tweet in G5:
[7] journalismcourses.org
[6] youtube.com
[3] tcij.org
[1] datajournalism.com

Top Domains in Tweet in G6:
[1] europa.eu
[1] twitter.com

Top Domains in Tweet in G7:
[2] tamtamdumboa.com

Top Domains in Tweet in G8:
[1] itsalljournalism.com
[1] storybench.org

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

Top Domains in Tweet in G10:
[2] eventbrite.com
[1] speckand.tech

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[243] datajournalism
[36] data
[35] dataviz
[34] ddj
[28] gijc21
[24] pandorapapers
[13] datavisualization
[12] freecourses
[12] equity
[12] ethics



Top Hashtags in Tweet in G1:
[52] datajournalism
[24] pandorapapers
[19] dataviz
[15] ddj
[10] data
[6] journalismai
[6] ai
[3] climate
[3] gijc21
[2] freelancejournalists

Top Hashtags in Tweet in G2:
[3] ww1
[3] datajournalism
[2] ddj
[1] datavisualization
[1] dataviz
[1] datavis
[1] datavisualisation

Top Hashtags in Tweet in G3:
[9] scidatacon21
[7] datajournalism
[2] openscience
[2] openaccess
[1] unesco
[1] opendata
[1] stip2020
[1] india
[1] openaccessweek
[1] openaccessweek21

Top Hashtags in Tweet in G4:
[32] datajournalism
[8] agahiawards
[3] data
[2] ddj
[2] music
[2] stats
[2] geographicdatascience
[1] tv
[1] journoprobs
[1] pythonistas

Top Hashtags in Tweet in G5:
[19] gijc21
[19] datajournalism
[8] covid19
[7] investigativereporting
[7] mapping
[7] misinformation
[6] freecourses
[6] equity
[6] ethics
[4] ddj

Top Hashtags in Tweet in G6:
[9] eudataviz
[7] datajournalism
[4] ddj
[3] dataviz
[2] data
[2] visualisation
[2] climatechange
[2] temperature
[2] codabr21
[2] opendata

Top Hashtags in Tweet in G7:
[5] affcameroon
[3] hatefreecameroon
[2] factchecking
[2] defyhatenow
[2] datajournalism
[1] cartonrougeauxdiscoursdehaine
[1] medialiteracy
[1] camerounsanshaine

Top Hashtags in Tweet in G8:
[3] datajournalism

Top Hashtags in Tweet in G9:
[8] nepal
[8] census_data
[8] censusreporting
[8] datajournalism
[4] biratnagar
[4] genderequity
[4] population
[4] bagmati
[4] data
[1] diversity

Top Hashtags in Tweet in G10:
[12] datajournalism
[2] designer
[2] opendata
[1] digitalcommons
[1] covid
[1] data
[1] bergamo
[1] dataviz
[1] trento

Top Words
Top Words in Tweet in Entire Graph:
[242] #datajournalism
[187] data
[115] datajournalism
[77] ì
[66] ë
[64] journalism
[52] more
[49] project
[46] take
[45] 11

Top Words in Tweet in G1:
[106] datajournalism
[52] #datajournalism
[44] project
[39] data
[27] suglaninaresh
[27] tableaupublic
[24] take
[24] #pandorapapers
[20] investigation
[20] age

Top Words in Tweet in G2:
[41] l_a_kelly
[40] data
[40] run
[40] remembrance
[40] day
[40] analysed
[40] around
[40] 11
[40] 000
[40] ww1

Top Words in Tweet in G3:
[44] aannuuppk
[42] uspindia
[41] codata_india
[37] gmec_official
[37] shailygandhi
[37] codatanews
[37] mcu_bhopal
[36] iamcrtweets
[36] scrippsiij
[36] vivekks12

Top Words in Tweet in G4:
[32] #datajournalism
[8] data
[8] journalism
[8] #agahiawards
[5] shows
[4] 2021
[4] non
[3] good
[3] love
[3] come

Top Words in Tweet in G5:
[26] learn
[21] resources
[21] python
[20] people
[19] winnydejong
[19] hello
[19] #gijc21
[19] #datajournalism
[18] mighty
[18] fine

Top Words in Tweet in G6:
[12] 2021
[11] conference
[10] data
[9] eu_opendata
[9] next
[9] year
[9] census
[9] england
[9] wales
[9] released

Top Words in Tweet in G7:
[8] adisicameroun
[7] defyhatenow
[7] defyhatenowwca
[4] hate
[4] charly_olivier
[4] e237gina
[4] sommes
[4] actuellement
[3] 2021
[3] affcameroon

Top Words in Tweet in G8:
[22] data
[10] find
[10] modern
[10] newsrooms
[10] navigating
[10] accessibility
[10] fivethirtyeight's
[10] senior
[10] editor
[10] juruwolfe

Top Words in Tweet in G9:
[8] #nepal
[8] #census_data
[8] #censusreporting
[8] #datajournalism
[8] media
[7] mediaactionnpl
[6] workshop
[4] happening
[4] today
[4] #biratnagar

Top Words in Tweet in G10:
[12] #datajournalism
[11] easyinve
[11] speckandtech
[9] ilpost
[8] ci
[8] come
[6] live
[6] #39
[6] evento
[6] sul

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] data,journalism
[40] run,remembrance
[40] remembrance,day
[40] day,analysed
[40] analysed,around
[40] around,11
[40] 11,000
[40] 000,ww1
[40] ww1,roll
[40] roll,honour

Top Word Pairs in Tweet in G1:
[18] take,coordinate
[16] cool,#dataviz
[16] #dataviz,project
[16] project,suglaninaresh
[16] suglaninaresh,using
[16] using,tableaupublic
[16] tableaupublic,show
[16] show,age
[16] age,buildings
[16] buildings,makes

Top Word Pairs in Tweet in G2:
[40] run,remembrance
[40] remembrance,day
[40] day,analysed
[40] analysed,around
[40] around,11
[40] 11,000
[40] 000,ww1
[40] ww1,roll
[40] roll,honour
[40] honour,records

Top Word Pairs in Tweet in G3:
[36] uspindia,aannuuppk
[36] aannuuppk,iamcrtweets
[36] iamcrtweets,gmec_official
[36] gmec_official,shailygandhi
[36] shailygandhi,codatanews
[36] codatanews,mcu_bhopal
[36] mcu_bhopal,scrippsiij
[36] scrippsiij,vivekks12
[34] codata_india,uspindia
[23] vivekks12,b_sujit196

Top Word Pairs in Tweet in G4:
[3] data,journalism
[2] shows,consistently
[2] consistently,good
[2] pierre,romera
[2] few,charts
[2] charts,explain
[2] explain,secret
[2] secret,sauce
[2] sauce,hania
[2] hania,rani

Top Word Pairs in Tweet in G5:
[18] hello,mighty
[18] mighty,fine
[18] fine,people
[18] people,#gijc21
[18] #gijc21,promised
[18] promised,share
[18] share,resources
[18] those,learn
[18] learn,python
[18] python,programming

Top Word Pairs in Tweet in G6:
[9] next,year
[9] year,data
[9] data,2021
[9] 2021,census
[9] census,england
[9] england,wales
[9] wales,released
[9] released,#eudataviz
[9] #eudataviz,conference
[8] š,next

Top Word Pairs in Tweet in G7:
[4] charly_olivier,e237gina
[4] sommes,actuellement
[4] actuellement,defyhatenowwca
[4] defyhatenowwca,defyhatenow
[4] defyhatenow,adisicameroun
[3] adisicameroun,affcameroon
[3] fohmoh_badal,charly_olivier
[3] e237gina,mãªme
[3] mãªme,sommes
[2] hate,speech

Top Word Pairs in Tweet in G8:
[10] find,modern
[10] modern,newsrooms
[10] newsrooms,navigating
[10] navigating,data
[10] data,accessibility
[10] accessibility,fivethirtyeight's
[10] fivethirtyeight's,senior
[10] senior,data
[10] data,editor
[10] editor,juruwolfe

Top Word Pairs in Tweet in G9:
[8] #censusreporting,#datajournalism
[4] happening,today
[4] today,#biratnagar
[4] #biratnagar,#nepal
[4] #nepal,#census_data
[4] #census_data,#censusreporting
[4] #datajournalism,#genderequity
[4] #genderequity,#population
[4] concluded,media
[4] media,workshop

Top Word Pairs in Tweet in G10:
[7] #datajournalism,easyinve
[6] live,speckandtech
[6] speckandtech,#39
[6] #39,evento
[6] evento,sul
[6] sul,#datajournalism
[6] easyinve,ilpost
[6] ilpost,ci
[6] ci,spiega
[6] spiega,come

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@aannuuppk
@l_a_kelly
@uspindia
@codata_india
@gmec_official
@shailygandhi
@codatanews
@mcu_bhopal
@iamcrtweets

Top Mentioned in G1:
@datajournalism
@suglaninaresh
@tableaupublic
@evaconstantaras
@htetaung04
@lhreports
@flowingdata
@gijn
@sabfaramarzi
@pirhoo

Top Mentioned in G2:
@l_a_kelly
@poppyscotland
@tarakelly

Top Mentioned in G3:
@aannuuppk
@uspindia
@codata_india
@gmec_official
@shailygandhi
@codatanews
@mcu_bhopal
@iamcrtweets
@scrippsiij
@vivekks12

Top Mentioned in G5:
@winnydejong
@jcourses
@cijournalism
@gijc
@zufanka
@karriekehoe
@porcelinad
@noel_mas
@maxharlow
@leilahaddou

Top Mentioned in G6:
@eu_opendata
@ebu_hq
@teelmo
@yleuutiset
@okfnbr
@bothness
@jwyg
@bb_liliana
@clombion

Top Mentioned in G7:
@adisicameroun
@defyhatenowwca
@defyhatenow
@e237gina
@datajournalism
@unescoyaounde
@fohmoh_badal
@charly_olivier
@civic_watch

Top Mentioned in G8:
@fivethirtyeight
@juruwolfe
@jefferiesdanica
@alljournalism
@maryjowebster
@startribune
@tarakelly
@nujournalism
@storybench

Top Mentioned in G9:
@mediaactionnpl
@unfpanepal
@ukinnepal
@laxmankasyap
@kalpanaacharya1
@hemrajji
@censusnepal
@nepalnpc
@samikshakoirala
@msdawadi

Top Mentioned in G10:
@speckandtech
@easyinve
@ilpost
@franzbona
@teo_moretti
@shoyip
@sheldon_studio
@edjnet

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@saragomezaranci
@ipythonistabot
@guardian
@fabriciosx
@skynews
@jjdebenedictis
@bbcnews
@discord
@nytimes

Top Tweeters in G1:
@threadreaderapp
@guardian
@skynews
@jjdebenedictis
@bbcnews
@discord
@nytimes
@dwatchnews
@margymaclibrary
@itsgeorgekamau

Top Tweeters in G2:
@thomasforth
@brackens1
@pegdeg
@dr_fionac
@srtristan
@perth_mcneill
@kath_torney
@tazee_k
@c_malexander
@val_bold

Top Tweeters in G3:
@openscitalk
@oatp
@unesco
@indiascipol
@mohua_india
@simonhodson99
@nitiaayog
@indiadst
@sridhargutam
@indiasts

Top Tweeters in G4:
@biconnections
@tallulahb2012
@estate4
@jmsardo
@journtoolbox
@monicasonica
@ccruz
@davidlibeau
@iadnanaamir
@anbenedetti

Top Tweeters in G5:
@ipythonistabot
@pythonexpertbot
@codewithtwitchi
@pbosque1
@danict89
@karriekehoe
@cijournalism
@geoffhing
@teooo_doraaa
@khalid_khattak

Top Tweeters in G6:
@saragomezaranci
@yleuutiset
@phadjipanayis
@stavroslazarou
@ons
@eu_opendata
@datosgob
@teelmo
@ebu_hq
@eu_eurostat

Top Tweeters in G7:
@chancelinwabo
@germanydiplo
@intertwilight
@defyhatenow
@defyhatenowwca
@charly_olivier
@unescoyaounde
@adisicameroun
@fohmoh_badal
@e237gina

Top Tweeters in G8:
@startribune
@fivethirtyeight
@melissaclavijoo
@aleszubajak
@storybench
@maryjowebster
@juruwolfe
@alljournalism
@wihbey
@natureboy153

Top Tweeters in G9:
@thisweekinnepal
@diversityup
@unfpanepal
@ukinnepal
@samikshakoirala
@laxmankasyap
@mediaactionnpl
@nepalnpc
@s
@kalpanaacharya1

Top Tweeters in G10:
@ilpost
@piersoft
@easyinve
@mpitt79
@edjnet
@shoyip
@massimostella
@ondatait
@franzbona
@speckandtech


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