datajournalism, Twitter, 10/21/2019 1:08:25 PM, 213692


FAQ | Problem?

datajournalism_2019-10-21_06-04-49.xlsx
datajournalism_2019-10-21_06-04-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/31BAMf8
@datajournalism
@pinardag
@albertocairo
@infocepei
@ajlabs
@inforelufa
@utknightcenter
@gijnru
@chidambara09
@info_aus

Top hashtags:
#datajournalism
#dataviz
#ddj
#howchartslie
#opendata
#data
#bigdata

Description:
Description
The graph represents a network of 591 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, 21 October 2019 at 13:05 UTC.

The requested start date was Monday, 21 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 9-hour, 44-minute period from Monday, 07 October 2019 at 00:40 UTC to Saturday, 19 October 2019 at 10:24 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[8] https://twitter.com/DavidLemayian/status/1181095424016424960
[6] https://datajournalism.com/
[5] https://journalismcourses.org/DATA0819.html
[4] https://www.eventbrite.com/e/data-driven-2019-tickets-73509098693
[4] https://datajournalism.com/read/longreads/designing-data-visualisations-with-empathy
[4] https://datajournalism.com/read/longreads/de-identification-for-data-journalists
[4] https://datajournalism.com/read/newsletters/data-scraping-for-stories
[4] https://www.agi.it/politica/tortellini_manovra_discussioni_twitter-6302867/news/2019-10-06/?utm_content=102820244&utm_medium=social&utm_source=twitter&hss_channel=tw-1707233839
[4] https://datashare.icij.org/

Top URLs in Tweet in G1:
[6] https://datajournalism.com/
[4] https://datajournalism.com/read/longreads/designing-data-visualisations-with-empathy
[4] https://datajournalism.com/read/newsletters/data-scraping-for-stories
[3] https://datajournalism.com/watch/python-for-journalists
[3] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[2] https://datashades.info/
[2] https://twitter.com/NewsLabTurkey/status/1175008490827517953?s=20
[2] https://mailchi.mp/5ef449ee95d1/veri-bulteni50-391041
[2] https://datajournalism.com/read/longreads/de-identification-for-data-journalists
[2] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/

Top URLs in Tweet in G2:
[50] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[1] https://www.cjr.org/the_media_today/alberto-cairo-infographics.php
[1] https://twitter.com/i/web/status/1185323549491228672
[1] https://twitter.com/i/web/status/1181553664130830338
[1] https://twitter.com/i/web/status/1181553773220515840
[1] https://twitter.com/i/web/status/1181036484960239617
[1] https://twitter.com/i/web/status/1181036553281261569
[1] https://twitter.com/i/web/status/1181036624638930944
[1] https://twitter.com/i/web/status/1181947481933828096
[1] https://bibrainz.com/podcast/how-charts-lie-with-alberto-cairo/

Top URLs in Tweet in G3:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-air-pollution-is-measured-in-ulaanbaatar-8d5c0e960f78%3Fsource%3Drss-------8-----------------data_science
[1] https://twitter.com/i/web/status/1181064099947401216
[1] https://twitter.com/i/web/status/1181056132527165440
[1] https://twitter.com/i/web/status/1181057822382944256
[1] https://twitter.com/i/web/status/1181076146546327552
[1] https://twitter.com/i/web/status/1181212150427246592
[1] https://twitter.com/DLeonhardt/status/1181004566088814594
[1] https://twitter.com/i/web/status/1181652560303800330
[1] https://twitter.com/i/web/status/1181654747041783808
[1] https://link.medium.com/KP44S1n9D0

Top URLs in Tweet in G4:
[1] https://www.truenumbers.it/immigrazione-in-italia-2018/
[1] https://twitter.com/i/web/status/1181134510462816256
[1] https://twitter.com/i/web/status/1181138024882753537
[1] https://twitter.com/i/web/status/1181257947743244288
[1] https://twitter.com/i/web/status/1181259452248477696
[1] https://twitter.com/i/web/status/1181459487057760256
[1] https://twitter.com/i/web/status/1181469022765932545
[1] https://twitter.com/i/web/status/1181527602424668165
[1] https://twitter.com/i/web/status/1181608825000005633
[1] https://twitter.com/i/web/status/1181853391661780992

Top URLs in Tweet in G5:
[4] https://www.agi.it/politica/tortellini_manovra_discussioni_twitter-6302867/news/2019-10-06/?utm_content=102820244&utm_medium=social&utm_source=twitter&hss_channel=tw-1707233839
[3] https://kpi6.com/blog/the-climateweek-according-to-twitter/?utm_campaign=ClimateChange&utm_source=twitter&utm_medium=social
[1] https://twitter.com/i/web/status/1184724560278630400
[1] https://twitter.com/i/web/status/1183641012322930688
[1] https://twitter.com/i/web/status/1183770963625889804
[1] https://www.agi.it/politica/tortellini_manovra_discussioni_twitter-6302867/news/2019-10-06/?fbclid=IwAR07_1xBgzX5Gvf-A8ZCgSovOqduv_YEZe0KvD_W0pszQPM0VezgjGu2DRA

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1182280117621596160
[1] https://larevuedesmedias.ina.fr/series/medias-la-grande-reinvention
[1] https://twitter.com/i/web/status/1182284647524454400
[1] https://twitter.com/i/web/status/1182279619266801665

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1183429260914102272
[1] https://twitter.com/i/web/status/1182215440367570944
[1] https://journalismcourses.org/DATA0819.html
[1] https://twitter.com/i/web/status/1183675009589547009
[1] https://twitter.com/i/web/status/1184843039644229641
[1] https://www.aljazeera.com:443/datajournalism
[1] https://twitter.com/i/web/status/1181062613448437760

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1185218874142330881
[1] https://twitter.com/i/web/status/1181234474786459648

Top URLs in Tweet in G9:
[8] https://twitter.com/DavidLemayian/status/1181095424016424960
[1] https://twitter.com/i/web/status/1184385547223089152
[1] https://twitter.com/i/web/status/1184844272694108161

Top URLs in Tweet in G10:
[2] https://journalismcourses.org/DATA0819.html
[1] https://twitter.com/i/web/status/1181711771763200003
[1] https://twitter.com/i/web/status/1183170485296750592
[1] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[1] https://twitter.com/i/web/status/1184220540002881536

Top Domains
Top Domains in Tweet in Entire Graph:
[155] twitter.com
[51] thefunctionalart.com
[25] datajournalism.com
[10] medium.com
[9] icij.org
[6] agi.it
[5] paper.li
[5] journalismcourses.org
[4] eventbrite.com
[4] banglatribune.com

Top Domains in Tweet in G1:
[25] twitter.com
[21] datajournalism.com
[3] mailchi.mp
[3] gijn.org
[2] datashades.info
[2] org.tr
[2] verigazeteciligi.com
[2] medium.com
[1] unicef.org
[1] bctr.org

Top Domains in Tweet in G2:
[50] thefunctionalart.com
[9] twitter.com
[1] cjr.org
[1] bibrainz.com

Top Domains in Tweet in G3:
[24] twitter.com
[7] medium.com
[2] datajournalism.com
[1] tcij.org
[1] storytellingwithdata.com
[1] fortune.com
[1] datamaps.world
[1] eventbrite.com
[1] pudding.cool
[1] agi.it

Top Domains in Tweet in G4:
[23] twitter.com
[3] truenumbers.it

Top Domains in Tweet in G5:
[5] agi.it
[3] twitter.com
[3] kpi6.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] ina.fr

Top Domains in Tweet in G7:
[5] twitter.com
[1] journalismcourses.org
[1] aljazeera.com

Top Domains in Tweet in G8:
[2] twitter.com

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

Top Domains in Tweet in G10:
[3] twitter.com
[2] journalismcourses.org
[1] thefunctionalart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[216] datajournalism
[91] dataviz
[65] ddj
[51] howchartslie
[35] opendata
[23] data
[18] bigdata
[16] datavizualization
[14] e2d3
[14] excel



Top Hashtags in Tweet in G1:
[28] ddj
[16] datajournalism
[11] dataviz
[8] vg
[7] verigazeteciliği
[6] verigörselleştirme
[5] açıkveri
[5] veriokuryazarlığı
[5] opendata
[5] voyd

Top Hashtags in Tweet in G2:
[65] dataviz
[50] howchartslie
[14] e2d3
[14] excel
[14] d3js
[14] github
[14] data
[14] datavizualization
[14] javascript
[14] json

Top Hashtags in Tweet in G3:
[31] datajournalism
[3] data
[3] towardsdatascience
[2] ddj
[2] datascience
[2] environment
[2] mongolia
[1] jujour
[1] cdnmedia
[1] harper

Top Hashtags in Tweet in G4:
[7] truenumbers
[7] datajournalism
[5] italia
[4] ferrovie
[4] fs
[3] 18ottobre
[3] governogiallorosso
[2] turchia
[2] sexyshop
[2] 18ottobre2019

Top Hashtags in Tweet in G5:
[7] bigdata
[5] datajournalism
[4] twitter
[3] climateweek
[3] artificialintelligence
[3] bd4dcaribbean
[2] jamaica
[1] analytics
[1] socialmediaanalytics
[1] analyticstool

Top Hashtags in Tweet in G6:
[1] datajournalism
[1] fakenews
[1] factchecking
[1] media

Top Hashtags in Tweet in G7:
[21] ddj
[4] datajournalism
[4] dmfkul
[2] datavizualization
[2] mooc
[1] wordcloud
[1] صحافة_البيانات

Top Hashtags in Tweet in G8:
[2] datajournalism

Top Hashtags in Tweet in G9:
[16] datajournalism
[9] opendata

Top Hashtags in Tweet in G10:
[10] datajournalism
[1] howchartslie
[1] dataviz
[1] data
[1] journalism

Top Words
Top Words in Tweet in Entire Graph:
[366] Words in Sentiment List#1: Positive
[127] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[11681] Non-categorized Words
[12174] Total Words
[216] #datajournalism
[196] data
[104] free
[91] #dataviz
[87] datajournalism

Top Words in Tweet in G1:
[90] data
[74] datajournalism
[35] journalists
[30] searching
[28] #ddj
[27] veri
[23] gijn
[23] free
[20] ve
[20] one

Top Words in Tweet in G2:
[65] #dataviz
[56] free
[53] read
[51] albertocairo
[50] first
[50] 20
[50] pages
[50] 'how
[50] charts
[50] lie'

Top Words in Tweet in G3:
[31] #datajournalism
[23] data
[8] journalism
[4] last
[4] canada's
[3] english
[3] source
[3] good
[3] #data
[3] interactive

Top Words in Tweet in G4:
[32] di
[13] è
[12] il
[11] sono
[9] e
[9] per
[8] milioni
[8] 4
[7] #truenumbers
[7] #datajournalism

Top Words in Tweet in G5:
[14] msbm_jamaica
[13] ldriafrica
[13] aims_next
[13] data4sdgs
[13] opendatawatch
[13] contactparis21
[13] cis_india
[13] idrc_crdi
[13] idrcinasia
[10] più

Top Words in Tweet in G6:
[34] les
[24] médias
[19] ina_revuemedias
[17] journalisme
[16] par
[13] réinventons
[13] 4
[13] 5
[13] comment
[13] données

Top Words in Tweet in G7:
[23] data
[22] ajlabs
[21] digital
[21] media
[21] #ddj
[20] re
[20] malaysia
[20] week
[20] talking
[20] role

Top Words in Tweet in G8:
[19] story
[17] christinezhang
[17] nerdy
[17] historical
[17] data
[17] retrobaltimore
[17] 170th
[17] anniversary
[17] edgar
[17] allan

Top Words in Tweet in G9:
[16] justinarenstein
[16] #datajournalism
[14] journalists
[12] africa
[9] field
[9] takes
[9] generate
[9] #opendata
[9] power
[9] parts

Top Words in Tweet in G10:
[12] free
[11] online
[11] course
[10] #datajournalism
[8] now
[8] learn
[8] charts
[7] sign
[7] up
[7] produce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] now,free
[51] read,first
[51] first,20
[51] 20,pages
[51] pages,'how
[51] 'how,charts
[51] charts,lie'
[51] free,#howchartslie
[51] #howchartslie,#dataviz
[50] lie',now

Top Word Pairs in Tweet in G1:
[35] data,journalists
[20] searching,searching
[17] journalists,overcome
[17] overcome,challenges
[17] challenges,deficient
[17] deficient,data
[17] data,data
[17] data,unreliability
[17] unreliability,during
[17] during,natural

Top Word Pairs in Tweet in G2:
[50] read,first
[50] first,20
[50] 20,pages
[50] pages,'how
[50] 'how,charts
[50] charts,lie'
[50] free,#howchartslie
[50] #howchartslie,#dataviz
[49] lie',now
[49] now,free

Top Word Pairs in Tweet in G3:
[4] data,journalism
[3] angolo,#datajournalism
[3] air,pollution
[3] pollution,measured
[3] measured,ulaanbaatar
[3] #towardsdatascience,#datajournalism
[2] english,senior
[2] talk,data
[2] journalism,kate
[2] data,source

Top Word Pairs in Tweet in G4:
[7] milioni,di
[6] miliardi,di
[5] di,euro
[4] ricavi,operativi
[4] operativi,di
[4] di,#ferrovie
[4] #ferrovie,sono
[4] sono,saliti
[4] saliti,di
[4] di,126

Top Word Pairs in Tweet in G5:
[13] msbm_jamaica,ldriafrica
[13] ldriafrica,aims_next
[13] aims_next,data4sdgs
[13] data4sdgs,opendatawatch
[13] opendatawatch,contactparis21
[13] contactparis21,cis_india
[13] cis_india,idrc_crdi
[13] idrc_crdi,idrcinasia
[10] infocepei,msbm_jamaica
[10] idrcinasia,datajourna

Top Word Pairs in Tweet in G6:
[21] les,médias
[13] réinventons,les
[13] médias,4
[13] 4,5
[13] 5,comment
[13] comment,les
[13] les,données
[13] données,peuvent
[13] peuvent,elles
[13] elles,servir

Top Word Pairs in Tweet in G7:
[21] digital,media
[20] re,malaysia
[20] malaysia,week
[20] week,talking
[20] talking,role
[20] role,data
[20] data,journalism
[20] journalism,play
[20] play,enhancing
[20] enhancing,digital

Top Word Pairs in Tweet in G8:
[17] nerdy,historical
[17] historical,data
[17] data,story
[17] story,retrobaltimore
[17] retrobaltimore,170th
[17] 170th,anniversary
[17] anniversary,edgar
[17] edgar,allan
[17] allan,poe's
[17] poe's,death

Top Word Pairs in Tweet in G9:
[9] field,takes
[9] takes,generate
[9] generate,#opendata
[9] #opendata,power
[9] power,#datajournalism
[9] #datajournalism,parts
[9] parts,africa
[8] justinarenstein,field
[7] journalists,want
[7] want,more

Top Word Pairs in Tweet in G10:
[11] free,online
[11] online,course
[8] now,free
[7] sign,up
[7] up,now
[7] course,learn
[7] learn,produce
[7] produce,#datajournalism
[7] #datajournalism,creating
[7] creating,compelling

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@albertocairo
@ajlabs
@gijn
@ina_revuemedias
@christinezhang
@retrobaltimore
@justinarenstein
@vojtechsedlak

Top Mentioned in G1:
@datajournalism
@gijn
@voydorg
@vojtechsedlak
@pinardag
@ejcnet
@winnydejong
@riogringa
@propublica
@carbonbrief

Top Mentioned in G2:
@albertocairo
@e2d3org
@analyticsonfire
@cjr

Top Mentioned in G4:
@truenumberstw
@carlostagnaro
@carloalberto
@val
@ugoarrigo
@timwcap
@santaclausxms
@matteosalvinimi
@legasalvini
@nobelprize

Top Mentioned in G5:
@ldriafrica
@aims_next
@data4sdgs
@opendatawatch
@contactparis21
@cis_india
@idrc_crdi
@idrcinasia
@infocepei
@msbm_jamaica

Top Mentioned in G6:
@ina_revuemedias
@karenbastienok
@soann
@carolinemrtn

Top Mentioned in G7:
@ajlabs
@ajminstitute
@montasermarai
@haddadme
@transu
@alqudsu
@akhooli

Top Mentioned in G8:
@christinezhang
@retrobaltimore
@iduncan

Top Mentioned in G9:
@justinarenstein
@lucyswandraws
@thestarkenya

Top Mentioned in G10:
@utknightcenter
@rosental
@googlenewsinit
@albertocairo
@marketcafemag
@smfrogers
@suhnyllakler
@jadiehm

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@chidambara09
@aaroncuddeback
@calcaware
@srauer20
@rog_2
@dierobinsondie
@vedatsamur
@ajenglish
@of_the_people7

Top Tweeters in G1:
@vedatsamur
@ajenglish
@sunsentinel
@google
@bbbcccnnn
@margymaclibrary
@justbementalist
@rowlandm
@propublica
@myleejoseph

Top Tweeters in G2:
@aaroncuddeback
@elmorsa
@_reactdev
@albertocairo
@magdaabufadil
@msoares
@cjr
@micoyuk
@baddersfreak
@markj_ohnson

Top Tweeters in G3:
@gamergeeknews
@janravensbergen
@momographic
@tetisheri
@gujaratheadline
@eleanorrhoward
@lauteruel
@datatheism
@yanipaper
@nhasive

Top Tweeters in G4:
@rog_2
@legasalvini
@carloalberto
@carlostagnaro
@romi_andrio
@matteosalvinimi
@monicatedde
@xmasdaystshirt
@amnestyitalia
@kickstarter

Top Tweeters in G5:
@chidambara09
@agenzia_italia
@about_big_data
@wynandbooysen
@idrc_crdi
@worldbankdata
@muchiri
@infocepei
@aims_next
@opendatawatch

Top Tweeters in G6:
@gillesbruno
@denis_maguet
@greglemarchand
@sylvainlapoix
@soann
@apden_fede
@ina_revuemedias
@juliengoetz
@clemibordeaux
@a_carasco

Top Tweeters in G7:
@zameerz_
@montasermarai
@negredo
@simo1399
@ajminstitute
@konstantinosant
@haddadme
@ihtishamh
@iamsidd
@akhooli

Top Tweeters in G8:
@dierobinsondie
@baltimoresun
@derekwillis
@baltmediablog
@queershrike
@jmgpix
@twallack
@jon_m_rob
@iduncan
@maloym

Top Tweeters in G9:
@paulmwatson
@thestarkenya
@emekaokoye
@knowtheory
@zahratunda
@katefza
@davidlemayian
@sanjit_oberai
@justinarenstein
@marketplaces247

Top Tweeters in G10:
@4lgsgood
@rosental
@smfrogers
@utknightcenter
@suhnyllakler
@daniellimas
@soficorreia
@googlenewsinit
@barbaramaseda
@jadiehm