datajournalism, Twitter, 11/2/2021 7:18:48 PM, 265316


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datajournalism_2021-11-01_09-18-41.xlsx
datajournalism_2021-11-01_09-18-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 02, 2021
Short Description:
datajournalism via NodeXL https://bit.ly/3mAU6qH
@datajournalism
@flowingdata
@gijn
@zahratunda
@datasketch
@codata_india
@indiaicsi
@openparltv
@pinardag
@duncanand

Top hashtags:
#datajournalism
#pandorapapers
#dataviz
#data
#ddj
#journalism
#freecourses
#equity

Description:
Description
The graph represents a network of 641 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, 01 November 2021 at 16:19 UTC.

The requested start date was Monday, 01 November 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, 7-hour, 30-minute period from Monday, 18 October 2021 at 06:34 UTC to Sunday, 31 October 2021 at 14:04 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 : 641
Unique Edges : 590
Edges With Duplicates : 1483
Total Edges : 2073
Number of Edge Types : 5
Retweet : 457
MentionsInRetweet : 1101
Mentions : 395
Tweet : 98
Replies to : 22
Self-Loops : 103
Reciprocated Vertex Pair Ratio : 0.0589914367269267
Reciprocated Edge Ratio : 0.11141060197664
Connected Components : 83
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 276
Maximum Edges in a Connected Component : 1286
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.257821
Graph Density : 0.00271304602184087
Modularity : 0.4717
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 641 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, 01 November 2021 at 16:19 UTC.

The requested start date was Monday, 01 November 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, 7-hour, 30-minute period from Monday, 18 October 2021 at 06:34 UTC to Sunday, 31 October 2021 at 14:04 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:
[11] https://www.youtube.com/watch?v=jDpiYodNp5U

[6] https://auctions.lab.imedd.org/
[5] http://Coda.Br
[4] https://datajournalism.com/read/handbook/two/working-with-data/experiencing-data/the-web-as-a-medium-for-data-visualisation
[4] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[4] https://datajournalism.com/read/blog/learning-paths-into-data-journalism
[4] https://apply.interfolio.com/94193
[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
[4] https://journalismcourses.org/coursecat/self-directed-courses/
[3] https://datajournalism.com/read/newsletters/inside-the-pandora-papers

Top URLs in Tweet in G1:
[4] https://datajournalism.com/read/handbook/two/working-with-data/experiencing-data/the-web-as-a-medium-for-data-visualisation
[4] https://datajournalism.com/read/blog/learning-paths-into-data-journalism
[4] https://gijn.org/2021/10/22/data-journalism-top-10-climate-change-fake-google-reviews/
[3] https://datajournalism.com/read/newsletters/inside-the-pandora-papers
[2] https://www.addevent.com/event/Ub9344319
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264724
[2] https://gijn.org/2021/10/22/nenadezhnyie-dannyie-proval-5g-v-usa-tayskaya-pop-muzyika-i-falshivyie-google-otzyivyi/
[1] https://twitter.com/i/web/status/1452898503433367555
[1] https://twitter.com/Bahareh360/status/1446106117793206272
[1] https://nightingaledvs.com/cognitive-load-as-a-guide-12-spectrums-to-improve-your-data-visualizations/

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:
[1] https://twitter.com/POATVUganda/status/1452178767900774400

Top URLs in Tweet in G5:
[1] https://idatosabiertos.org/publicaciones/recomedaciones-feminismo-etica-y-datos-geoespaciales/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] http://ieeevis.org/year/2021/welcome?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.datasketch.co/newsletter/data-journalism/issue-5-tv-shows-castles-and-dinosaurs/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://twitter.com/i/web/status/1452409674578415623
[1] https://twitter.com/i/web/status/1452258609920884738
[1] https://www.elconfidencial.com/cultura/2021-10-13/castillos-conservacion-arquitectura-especial-datos_3303733/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.theguardian.com/environment/ng-interactive/2021/oct/14/climate-change-happening-now-stats-graphs-maps-cop26?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.abc.net.au/news/2021-10-14/how-the-gambling-industry-cashed-in-on-political-donations/100509026?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G6:
[3] https://twitter.com/datajournalism/status/1452517532322107394
[2] https://soundcloud.com/datajournalism/episode-38-conversation-with-pierre-romera-icij
[1] https://twitter.com/gijnAfrica/status/1450825645005672452
[1] https://datajournalism.com/read/longreads/turbulent-with-a-chance-of-data-journalisms-drone-powered-futures
[1] https://datajournalism.com/read/handbook/two
[1] https://datajournalism.com/read/handbook/one/
[1] https://twitter.com/charly_olivier/status/1451473560275505157
[1] https://www.nytimes.com/interactive/2021/10/23/us/covid-surges.html?smid=tw-share
[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://agahiawards.com/2021/nominee/swiping-for-love-inside-the-world-of-online-dating-in-pakistan

Top URLs in Tweet in G7:
[1] https://gijc21.us2.pathable.com/agenda#/?limit=20&scroll=date-heading,2021-10-26T00:00:00+03:00,N2AgEJKF6Nmzvkn4F,0,0&sortByFields[0]=startsAt&sortByOrders[0]=1&uid=Y8c8Qs7BAnBEQHSvc
[1] https://twitter.com/i/web/status/1452546576371572740
[1] https://m.soundcloud.com/datajournalism/episode-37-conversation-with-jacopo-ottaviani-tricia-govindasamy-code-for-africa
[1] https://twitter.com/i/web/status/1452617683204202503

Top URLs in Tweet in G8:
[1] https://data.cdrc.ac.uk/dataset/dwelling-ages-and-prices
[1] https://www.gov.uk/government/statistics/council-tax-stock-of-properties-2020
[1] https://www.datadaptive.com/aphs/

Top URLs in Tweet in G9:
[1] https://twitter.com/openparltv/status/1450704018783752194

Top URLs in Tweet in G10:
[2] https://speckandtech39.eventbrite.com/
[1] https://dallapasqua.it/dati-schizofrenici-un-problema-culturale-un-altro-caso-veneto-d77a3f936ae8?_branch_match_id=link-980376686130190289

Top Domains
Top Domains in Tweet in Entire Graph:
[37] twitter.com
[16] datajournalism.com
[13] youtube.com
[11] gijn.org
[9] factseeker.lk
[9] imedd.org
[7] agahiawards.com
[5] coda.br
[4] soundcloud.com
[4] interfolio.com

Top Domains in Tweet in G1:
[11] datajournalism.com
[11] gijn.org
[8] twitter.com
[2] addevent.com
[2] discord.com
[2] nodexlgraphgallery.org
[2] ejc.net
[2] evt.to
[1] nightingaledvs.com
[1] flowingdata.com

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

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] idatosabiertos.org
[1] ieeevis.org
[1] datasketch.co
[1] elconfidencial.com
[1] theguardian.com
[1] net.au

Top Domains in Tweet in G6:
[7] agahiawards.com
[5] twitter.com
[4] datajournalism.com
[2] davidlibeau.fr
[2] soundcloud.com
[1] nytimes.com
[1] lastampa.it
[1] datatalk.asia
[1] realtor.com
[1] godaleorealty.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] pathable.com
[1] soundcloud.com

Top Domains in Tweet in G8:
[1] ac.uk
[1] gov.uk
[1] datadaptive.com

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

Top Domains in Tweet in G10:
[2] eventbrite.com
[1] dallapasqua.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[243] datajournalism
[58] pandorapapers
[33] dataviz
[27] data
[24] ddj
[17] journalism
[11] freecourses
[11] equity
[11] ethics
[10] datascience



Top Hashtags in Tweet in G1:
[62] datajournalism
[58] pandorapapers
[17] ddj
[10] journalism
[9] dataviz
[9] bias
[6] journalismai
[6] ai
[6] data
[4] journalismgrant

Top Hashtags in Tweet in G2:
[2] trabajo
[2] trabajoar
[2] periodismodedatos
[2] datajournalism

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:
[4] datajournalism
[3] investigativejournalism
[1] investigativejournalist
[1] poaupdates

Top Hashtags in Tweet in G5:
[23] datajournalism
[1] climatedisaster

Top Hashtags in Tweet in G6:
[22] datajournalism
[7] agahiawards
[3] dataviz
[2] ddj
[1] journorequest
[1] datajourno
[1] affcameroon
[1] defyhatenow
[1] datacameroon
[1] factchecking

Top Hashtags in Tweet in G7:
[3] datajournalism
[2] gijc21
[1] storytelling

Top Hashtags in Tweet in G8:
[12] dataviz
[1] journalism
[1] opendata

Top Hashtags in Tweet in G9:
[1] bundestag
[1] journalismus
[1] datajournalism

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

Top Words
Top Words in Tweet in Entire Graph:
[243] #datajournalism
[163] datajournalism
[133] data
[72] periodismo
[72] datos
[68] journalism
[60] tenés
[60] experiencia
[60] vivís
[60] buenos

Top Words in Tweet in G1:
[125] datajournalism
[62] #datajournalism
[58] #pandorapapers
[41] র
[35] pirhoo
[32] data
[28] investigation
[27] gijn
[25] য
[24] looking

Top Words in Tweet in G2:
[67] periodismo
[67] datos
[60] tenés
[60] experiencia
[60] vivís
[60] buenos
[60] aires
[60] proyecto
[58] juancsimo
[54] esperando

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:
[19] nabaasainnocent
[15] solomonserwanjj
[15] chaff
[13] learning
[12] another
[12] day
[12] today
[12] trainer
[12] executive
[12] director

Top Words in Tweet in G5:
[23] #datajournalism
[15] datasketch
[14] aún
[7] nuestras
[7] sociedades
[7] desiguales
[7] falta
[7] mejorar
[7] relación
[7] visualization

Top Words in Tweet in G6:
[22] #datajournalism
[9] data
[7] #agahiawards
[5] shows
[4] journalism
[4] handbook
[3] #dataviz
[3] article
[3] good
[3] love

Top Words in Tweet in G7:
[10] afymalungu
[9] données
[8] l'éthique
[6] very
[6] chrispandja
[6] aujourd'hui
[6] pendant
[6] notre
[6] rencontre
[6] wanadata

Top Words in Tweet in G8:
[24] datajournalism
[23] suglaninaresh
[23] tableaupublic
[16] age
[13] using
[12] cool
[12] #dataviz
[12] project
[12] show
[12] buildings

Top Words in Tweet in G9:
[16] heute
[15] mega
[15] gut
[15] openparltv
[15] geht
[15] suchmaschine
[15] interaktive
[15] videoplattform
[15] parlamentsdebatten
[15] online

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] periodismo,datos
[60] tenés,experiencia
[60] experiencia,periodismo
[60] datos,vivís
[60] vivís,buenos
[60] buenos,aires
[60] aires,proyecto
[57] data,journalism
[54] proyecto,esperando
[53] alerta,trabajo

Top Word Pairs in Tweet in G1:
[20] data,journalism
[19] pirhoo,one
[19] chief,orchestrators
[18] take,coordinate
[18] duncanand,spoke
[17] icijorg,used
[17] #datajournalism,investigation
[16] #pandorapapers,largest
[16] largest,#datajournalism
[16] join,datajournalism

Top Word Pairs in Tweet in G2:
[67] periodismo,datos
[60] tenés,experiencia
[60] experiencia,periodismo
[60] datos,vivís
[60] vivís,buenos
[60] buenos,aires
[60] aires,proyecto
[54] proyecto,esperando
[53] alerta,trabajo
[53] trabajo,tenés

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:
[12] another,day
[12] day,learning
[12] learning,today
[12] today,trainer
[12] trainer,solomonserwanjj
[12] solomonserwanjj,executive
[12] executive,director
[12] director,africaniij
[12] africaniij,senior
[11] nabaasainnocent,another

Top Word Pairs in Tweet in G5:
[14] datasketch,#datajournalism
[7] #datajournalism,nuestras
[7] nuestras,sociedades
[7] sociedades,aún
[7] aún,desiguales
[7] desiguales,aún
[7] aún,falta
[7] falta,mejorar
[7] mejorar,relación
[4] #datajournalism,flowingdata

Top Word Pairs in Tweet in G6:
[4] data,journalism
[3] #datajournalism,#dataviz
[2] journalism,handbook
[2] shows,consistently
[2] consistently,good
[2] pierre,romera

Top Word Pairs in Tweet in G7:
[7] l'éthique,données
[6] aujourd'hui,pendant
[6] pendant,notre
[6] notre,rencontre
[6] rencontre,wanadata
[6] wanadata,afymalungu
[6] afymalungu,d'
[6] d',info_congo
[6] info_congo,édifiera
[6] édifiera,l'éthique

Top Word Pairs in Tweet in G8:
[12] datajournalism,cool
[12] cool,#dataviz
[12] #dataviz,project
[12] project,suglaninaresh
[12] suglaninaresh,using
[12] using,tableaupublic
[12] tableaupublic,show
[12] show,age
[12] age,buildings
[12] buildings,makes

Top Word Pairs in Tweet in G9:
[15] mega,gut
[15] gut,openparltv
[15] openparltv,geht
[15] geht,heute
[15] heute,suchmaschine
[15] suchmaschine,interaktive
[15] interaktive,videoplattform
[15] videoplattform,parlamentsdebatten
[15] parlamentsdebatten,online
[14] filousofisch,mega

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

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

Top Mentioned in G1:
@datajournalism
@pirhoo
@gijn
@icijorg
@ejcnet
@duncanand
@bahareh360
@flowingdata
@jessnordell
@grjenkin

Top Mentioned in G2:
@juancsimo

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

Top Mentioned in G4:
@nabaasainnocent
@solomonserwanjj
@africaniij
@poatvuganda
@infonile
@mugira
@biryomumaishob
@talkafrica1
@jrsbiodiversity
@nakiwanuka

Top Mentioned in G5:
@datasketch
@flowingdata
@vlandham
@ieeevis
@paucorroto
@anvillarino
@la_geofeminista
@sofidonner
@elconfidencial
@olliemilman

Top Mentioned in G7:
@afymalungu
@chrispandja
@info_congo
@rgameyer
@gijn
@duncanand
@gijnafrica
@branthouston
@gianninasegnini

Top Mentioned in G8:
@suglaninaresh
@tableaupublic
@datajournalism
@murraydata
@strutcakes
@puntofisso
@owenboswarva

Top Mentioned in G9:
@openparltv
@filousofisch

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

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@guardian
@lllwry
@jfsebastian146
@100daysof2020
@discord
@nytimes
@kevinrns
@bsindia
@opensource_orgs

Top Tweeters in G1:
@guardian
@lllwry
@discord
@nytimes
@kevinrns
@ft
@klowgren
@margymaclibrary
@grjenkin
@a_ka_es

Top Tweeters in G2:
@jumaccio
@oggalvis
@sociokilljoy
@cholito82
@runixo
@merspinosa
@gron
@amilcarnani
@papipoigal
@jroffo

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

Top Tweeters in G4:
@brintonmarcus
@mwasa
@biryomumaishob
@abdulkim01
@kebirungilydi
@nabaasainnocent
@jrmurungi
@abiasahereza1
@solomonserwanjj
@arinda_clever

Top Tweeters in G5:
@elconfidencial
@rojocombativo
@paucorroto
@la_geofeminista
@olliemilman
@abcaustralia
@lingtax
@anvillarino
@alv9n
@jpmarindiaz

Top Tweeters in G6:
@tallulahb2012
@estate4
@davidlibeau
@agahiawards
@lcptuk
@kavahnmansouri
@f_picci_journo
@silvestroram
@godaleorealty
@dw_innovation

Top Tweeters in G7:
@tolulopeab
@izanefg
@pulitzercenter
@rgameyer
@cyprien_t
@doualanow
@zahratunda
@mahjid16
@asitchoma
@minettelontsie

Top Tweeters in G8:
@itsgeorgekamau
@puntofisso
@strutcakes
@owenboswarva
@jojobickley
@murraydata
@jpenabickley
@matterwwnetwork
@thinxbot
@rafaelkusumadin

Top Tweeters in G9:
@opensource_orgs
@volxfahradler
@nick_lange_
@queenmandjago
@schmittlauch
@sinter959
@querdenkenwatch
@alexbrateanu
@ben_vl__amrhein
@johannesgrunert

Top Tweeters in G10:
@ilpost
@piersoft
@aborruso
@easyinve
@mpitt79
@carlofelice
@edjnet
@shoyip
@massimostella
@ondatait


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