datajournalism, Twitter, 10/15/2019 1:08:24 PM, 213036


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datajournalism_2019-10-15_06-04-49.xlsx
datajournalism_2019-10-15_06-04-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 15, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/2MigBi4
@datajournalism
@albertocairo
@pinardag
@jpmarindiaz
@ajlabs
@datastoriespk1
@inforelufa
@ejcnet
@gijn
@gijnru

Top hashtags:
#datajournalism
#dataviz
#ddj
#howchartslie
#opendata
#data
#datastorytelling
#truenumbers

Description:
Description
The graph represents a network of 640 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 Tuesday, 15 October 2019 at 13:05 UTC.

The requested start date was Monday, 14 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 13-day, 21-hour, 39-minute period from Monday, 30 September 2019 at 00:37 UTC to Sunday, 13 October 2019 at 22:17 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:
[48] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[21] http://www.thefunctionalart.com/2019/10/dont-just-visualize-uncertainty-explain.html
[10] https://www.kickstarter.com/projects/datasketch/savethedata?utm_source=tw-jpmarindiaz-status_twitter-status&utm_medium=twitter-status&utm_campaign=ks_campaign
[8] https://twitter.com/DavidLemayian/status/1181095424016424960
[7] https://journalismcourses.org/DATA0819.html
[7] http://www.datastories.pk/opportunity-to-learn-the-abc-of-data-journalism/
[5] https://www.linkedin.com/slink?code=ddj_NHv
[4] https://datashare.icij.org/
[4] https://www.icij.org/blog/2019/02/datashare-help-test-and-improve-our-latest-journalism-tool/
[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

Top URLs in Tweet in G1:
[5] https://www.linkedin.com/slink?code=ddj_NHv
[3] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/
[3] https://gijn.org/2019/10/10/gijns-data-journalism-top-10-un-votes-disaster-reporting-big-data-stories-in-small-newsrooms/
[3] https://datajournalism.com/read/newsletters/apis-for-journalism
[3] http://www.datastories.pk/opportunity-to-learn-the-abc-of-data-journalism/
[2] https://datajournalism.com/watch/python-for-journalists
[2] https://datajournalism.com/read/longreads/designing-data-visualisations-with-empathy
[2] https://www.stonybrook.edu/commcms/faculty-jobs/positions/faculty-librarian/current-year/Assistant-Professor-F-10067-19-08
[2] https://mailchi.mp/hackshackers/new-tools-for-data-reporting-in-small-newsrooms
[1] https://mailchi.mp/c03930046a80/veri-bulteni50-386817

Top URLs in Tweet in G2:
[46] http://www.thefunctionalart.com/2019/10/read-first-20-pages-of-how-charts-lie.html
[20] http://www.thefunctionalart.com/2019/10/dont-just-visualize-uncertainty-explain.html
[3] https://www.washingtonpost.com/politics/2019/09/25/why-now-moments-that-moved-pelosi-house-democrats-toward-impeachment/
[1] https://twitter.com/i/web/status/1181553664130830338
[1] https://twitter.com/i/web/status/1181553773220515840
[1] https://www.kickstarter.com/projects/datasketch/savethedata?utm_source=tw-jpmarindiaz-status_twitter-status&utm_medium=twitter-status&utm_campaign=ks_campaign
[1] https://bibrainz.com/podcast/how-charts-lie-with-alberto-cairo/
[1] https://twitter.com/i/web/status/1181204104468746240
[1] https://twitter.com/i/web/status/1182357878138638349
[1] https://twitter.com/i/web/status/1181036484960239617

Top URLs in Tweet in G3:
[1] https://voanews.github.io/datasets-for-journalists/
[1] https://frontiermyanmar.net/en/power-play-how-chinese-investment-damned-myanmars-economic-transition/index.html
[1] https://chp.org.au/finalists-announced-for-the-victorian-homelessness-media-awards/
[1] https://twitter.com/abcfactcheck/status/1178487408582483968
[1] https://www.instagram.com/p/B3JGhjwlDdc/?igshid=17cxi3czi20v9
[1] http://internews.kg/glavnye-novosti/zaregistrirujtes-na-besplatnyj-onlajn-kurs-po-zhurnalistike-dannyh-i-vizualizatsii/
[1] https://www.nytimes.com/interactive/2019/10/03/your-money/middle-class-income.html
[1] https://www.ted.com/talks/david_mccandless_the_beauty_of_data_visualization
[1] https://www.kickstarter.com/projects/datasketch/savethedata?ref=pbuild_dashboard#project-preview
[1] https://twitter.com/i/web/status/1180578516569612288

Top URLs in Tweet in G4:
[8] https://twitter.com/DavidLemayian/status/1181095424016424960
[2] https://pulitzercenter.org/storylab-data-journalism-grant
[1] https://twitter.com/APTNNews/status/1179407438119886849

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1183429260914102272
[1] https://twitter.com/haddadme/status/1179060551491690496
[1] https://twitter.com/i/web/status/1180892224504156161
[1] https://twitter.com/i/web/status/1182215440367570944
[1] https://www.aljazeera.com:443/datajournalism
[1] https://twitter.com/i/web/status/1181062613448437760

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:
[3] https://www.truenumbers.it/oktoberfest-2018-cosa-si-beve/
[1] https://www.truenumbers.it/pena-capitale/
[1] https://www.truenumbers.it/femminicidio-italia/
[1] https://www.truenumbers.it/prezzi-energia/
[1] https://www.truenumbers.it/quante-macchine-ci-sono-in-italia/
[1] https://www.truenumbers.it/carabinieri-suicidi/
[1] https://www.truenumbers.it/costo-della-pizza/
[1] https://www.truenumbers.it/rilevazione-spesa-sociale/
[1] https://www.truenumbers.it/dazi-europei/
[1] http://www.truenumbers.it/mercato-dellauto-settembre-2019/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1181846483206889472
[1] https://twitter.com/i/web/status/1181600891171938304
[1] https://twitter.com/i/web/status/1180578586652078085
[1] https://twitter.com/i/web/status/1180577966012583938

Top URLs in Tweet in G9:
[9] https://www.kickstarter.com/projects/datasketch/savethedata?utm_source=tw-jpmarindiaz-status_twitter-status&utm_medium=twitter-status&utm_campaign=ks_campaign
[1] https://twitter.com/i/web/status/1183153830910976001
[1] https://twitter.com/i/web/status/1183503444671434754

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1181234474786459648

Top Domains
Top Domains in Tweet in Entire Graph:
[132] twitter.com
[69] thefunctionalart.com
[13] truenumbers.it
[12] kickstarter.com
[12] datajournalism.com
[11] icij.org
[9] mailchi.mp
[7] journalismcourses.org
[7] datastories.pk
[5] medium.com

Top Domains in Tweet in G1:
[21] twitter.com
[11] datajournalism.com
[5] linkedin.com
[4] mailchi.mp
[3] verigazeteciligi.com
[3] gijn.org
[3] datastories.pk
[2] medium.com
[2] stonybrook.edu
[2] thefunctionalart.com

Top Domains in Tweet in G2:
[66] thefunctionalart.com
[8] twitter.com
[3] washingtonpost.com
[1] kickstarter.com
[1] bibrainz.com

Top Domains in Tweet in G3:
[18] twitter.com
[2] amazon.com
[1] github.io
[1] frontiermyanmar.net
[1] org.au
[1] instagram.com
[1] internews.kg
[1] nytimes.com
[1] ted.com
[1] kickstarter.com

Top Domains in Tweet in G4:
[9] twitter.com
[2] pulitzercenter.org

Top Domains in Tweet in G5:
[5] twitter.com
[1] aljazeera.com

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

Top Domains in Tweet in G7:
[15] twitter.com
[13] truenumbers.it

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

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

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] datajournalism
[105] dataviz
[82] ddj
[48] howchartslie
[33] opendata
[26] data
[20] datastorytelling
[18] truenumbers
[17] datavisualization
[12] visualization



Top Hashtags in Tweet in G1:
[39] datajournalism
[32] ddj
[9] climatechange
[8] dataviz
[8] climate
[5] vg
[4] cities
[3] rddj
[2] данные
[2] python

Top Hashtags in Tweet in G2:
[62] dataviz
[46] howchartslie
[11] e2d3
[11] excel
[11] d3js
[11] github
[11] data
[11] datavizualization
[11] javascript
[11] json

Top Hashtags in Tweet in G3:
[30] datajournalism
[6] data
[4] dataviz
[3] ddj
[3] datastorytelling
[2] datavisualisation
[2] datavisualization
[2] dataliteracy
[2] bigdata
[2] datascience

Top Hashtags in Tweet in G4:
[13] datajournalism
[9] opendata
[1] data
[1] indigenous

Top Hashtags in Tweet in G5:
[22] ddj
[6] datajournalism
[4] dmfkul
[1] øµø­ø§ùø©_ø§ù„ø¨ùšø§ù†ø§øª
[1] wordcloud

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

Top Hashtags in Tweet in G7:
[17] truenumbers
[16] datajournalism
[6] italia
[4] ferrovie
[4] fs
[3] birra
[3] oktoberfest
[3] governogiallorosso
[2] ue
[2] auto

Top Hashtags in Tweet in G8:
[17] datastorytelling
[8] datavisualization
[6] callforapplication
[6] master
[6] bigdata

Top Hashtags in Tweet in G9:
[2] datajournalism
[1] rstats

Top Words
Top Words in Tweet in Entire Graph:
[407] Words in Sentiment List#1: Positive
[205] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[13252] Non-categorized Words
[13864] Total Words
[263] #datajournalism
[228] data
[118] free
[105] #dataviz
[99] datajournalism

Top Words in Tweet in G1:
[86] data
[84] datajournalism
[39] #datajournalism
[39] journalists
[32] #ddj
[29] free
[23] gijn
[17] overcome
[17] s
[16] ejcnet

Top Words in Tweet in G2:
[65] albertocairo
[62] #dataviz
[52] free
[49] read
[47] charts
[46] first
[46] 20
[46] pages
[46] 'how
[46] lie'

Top Words in Tweet in G3:
[74] à
[30] #datajournalism
[21] data
[6] #data
[5] ˆà
[5] journalism
[4] charts
[4] #dataviz
[4] day
[3] #ddj

Top Words in Tweet in G4:
[28] apply
[17] grant
[16] data
[16] journalism
[15] storylab
[13] #datajournalism
[13] attn
[13] journos
[13] reminder
[13] still

Top Words in Tweet in G5:
[64] ø
[49] ù
[24] ajlabs
[23] data
[22] digital
[22] media
[22] #ddj
[20] re
[20] malaysia
[20] week

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:
[36] di
[17] #truenumbers
[16] #datajournalism
[16] il
[13] sono
[10] per
[8] e
[8] è
[8] 4
[7] truenumberstw

Top Words in Tweet in G8:
[17] #datastorytelling
[16] data
[15] kirkdborne
[9] book
[9] info
[9] trust
[9] brings
[9] poetry
[9] craft
[9] designing

Top Words in Tweet in G9:
[9] yeah
[9] reached
[9] 42k
[9] kickstarter
[9] 8
[9] 000
[9] 33
[9] hours
[9] go
[9] data

Top Words in Tweet in G10:
[17] nerdy
[17] historical
[17] data
[17] story
[17] retrobaltimore
[17] 170th
[17] anniversary
[17] edgar
[17] allan
[17] poe's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] now,free
[57] à,à
[48] read,first
[48] first,20
[48] 20,pages
[48] pages,'how
[48] 'how,charts
[48] charts,lie'
[48] free,#howchartslie
[48] #howchartslie,#dataviz

Top Word Pairs in Tweet in G1:
[23] data,journalists
[15] journalists,overcome
[15] overcome,challenges
[15] challenges,deficient
[15] deficient,data
[15] data,data
[15] data,unreliability
[15] unreliability,during
[15] during,natural
[15] natural,disasters

Top Word Pairs in Tweet in G2:
[46] read,first
[46] first,20
[46] 20,pages
[46] pages,'how
[46] 'how,charts
[46] charts,lie'
[46] now,free
[46] free,#howchartslie
[46] #howchartslie,#dataviz
[45] lie',now

Top Word Pairs in Tweet in G3:
[57] à,à
[5] à,ˆà
[4] ˆà,à
[3] #datajournalism,#dataviz
[3] à,šà
[3] šà,à
[3] data,journalism
[3] #datastorytelling,data
[3] angolo,#datajournalism
[2] worst,charts

Top Word Pairs in Tweet in G4:
[16] data,journalism
[15] storylab,data
[15] journalism,grant
[13] attn,journos
[13] journos,reminder
[13] reminder,still
[13] still,apply
[13] apply,storylab
[13] grant,please
[13] please,share

Top Word Pairs in Tweet in G5:
[29] ù,ø
[27] ø,ù
[22] digital,media
[20] ø,ø
[20] re,malaysia
[20] malaysia,week
[20] week,talking
[20] talking,role
[20] role,data
[20] data,journalism

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:
[14] #datajournalism,#truenumbers
[5] miliardi,di
[5] di,euro
[5] milioni,di
[4] ricavi,operativi
[4] operativi,di
[4] di,#ferrovie
[4] #ferrovie,sono
[4] sono,saliti
[4] saliti,di

Top Word Pairs in Tweet in G8:
[16] #datastorytelling,data
[9] book,info
[9] info,trust
[9] trust,brings
[9] brings,poetry
[9] poetry,craft
[9] craft,designing
[9] designing,numbers
[9] numbers,celebrates
[9] celebrates,#datastorytelling

Top Word Pairs in Tweet in G9:
[9] yeah,reached
[9] reached,42k
[9] 42k,kickstarter
[9] kickstarter,8
[9] 8,000
[9] 000,33
[9] 33,hours
[9] hours,go
[9] go,data
[9] data,viz

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@albertocairo
@gijn
@ajlabs
@ejcnet
@ina_revuemedias
@retrobaltimore
@icijorg
@christinezhang

Top Mentioned in G1:
@datajournalism
@gijn
@ejcnet
@winnydejong
@thekenyanjoshua
@riogringa
@voydorg
@propublica
@pinardag
@albertocairo

Top Mentioned in G2:
@albertocairo
@e2d3org
@analyticsonfire
@becomingdatasci
@utknightcenter
@jpmarindiaz

Top Mentioned in G3:
@gurmanbhatia

Top Mentioned in G4:
@davidweisz
@justinarenstein
@pulitzercenter
@aptn
@thenarwhalca
@torontostar
@globeandmail
@nationalpost
@cbcindigenous
@cbcnews

Top Mentioned in G5:
@ajlabs
@haddadme
@ajminstitute
@usaidm16
@montasermarai
@transu
@alqudsu
@eastofaden
@akhooli

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

Top Mentioned in G7:
@truenumberstw
@carlostagnaro
@carloalberto
@val
@ugoarrigo
@amnestyitalia
@nobelprize
@michelmayor
@didierqueloz
@kickstarter

Top Mentioned in G8:
@kirkdborne
@masterbigdatapi

Top Mentioned in G9:
@jpmarindiaz
@chrisdunkerljs
@journalstarnews
@hadleywickham
@dataandme
@rstudio
@jonthegeek
@maartenzam
@albertocairo
@nicolaskb

Top Mentioned in G10:
@retrobaltimore
@christinezhang

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@chidambara09
@aaroncuddeback
@huffpost
@euethnic
@codernotesbot
@globeandmail
@srauer20
@rog_2
@corriere

Top Tweeters in G1:
@ap
@ajenglish
@sunsentinel
@rollcall
@bbbcccnnn
@margymaclibrary
@justbementalist
@propublica
@myleejoseph
@inku_lux

Top Tweeters in G2:
@aaroncuddeback
@elmorsa
@_reactdev
@lupemohawk
@albertocairo
@magdaabufadil
@msoares
@becomingdatasci
@baddersfreak
@kristinhenry

Top Tweeters in G3:
@kittinunn
@janravensbergen
@momographic
@peerolix
@eleanorrhoward
@theadamgabriel
@karda70
@patburd
@nhasive
@rlingle

Top Tweeters in G4:
@globeandmail
@nationalpost
@torontostar
@cbcnews
@basuashis
@emekaokoye
@knowtheory
@thetyee
@indira_l
@amartinez28r

Top Tweeters in G5:
@zameerz_
@usaidm16
@montasermarai
@eastofaden
@negredo
@simo1399
@ajminstitute
@konstantinosant
@haddadme
@ihtishamh

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

Top Tweeters in G7:
@rog_2
@carloalberto
@carlostagnaro
@romi_andrio
@ilovebirra
@birrabuzz
@monicatedde
@amnestyitalia
@kickstarter
@val

Top Tweeters in G8:
@serve4impact
@kirkdborne
@nvsdata
@e_nterdiscipl
@hugoallanmori
@eduardoriverosq
@jeffreyawillia4
@chrisvs59
@viviane41861305
@dougpartin

Top Tweeters in G9:
@rstatstweet
@journalstarnews
@dataandme
@hadleywickham
@maartenzam
@rstats4ds
@chrisdunkerljs
@jonthegeek
@nicolaskb
@jpmarindiaz

Top Tweeters in G10:
@dierobinsondie
@baltimoresun
@baltmediablog
@queershrike
@jmgpix
@twallack
@jon_m_rob
@maloym
@skgunning
@oncehare