datajournalism, Twitter, 5/15/2019 4:54:14 AM, 196856


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datajournalism_2019-05-14_15-49-45.xlsx
datajournalism_2019-05-14_15-49-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/2HoYsvb
@datajournalism
@datastoriespk1
@ejcnet
@noel_mas
@smfrogers
@gijn
@alice_corona
@eijconference
@heimatneue
@correctiv_org

Top hashtags:
#datajournalism
#ddj
#dataviz
#worldpressfreedomday
#beneficialownership
#eijc19

Description:
Description
The graph represents a network of 754 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, 14 May 2019 at 22:49 UTC.

The requested start date was Monday, 13 May 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, 23-hour, 42-minute period from Monday, 29 April 2019 at 00:15 UTC to Sunday, 12 May 2019 at 23:58 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 : 754
Unique Edges : 1022
Edges With Duplicates : 219
Total Edges : 1241
Number of Edge Types : 3
Mentions : 1090
Tweet : 129
Replies to : 22
Self-Loops : 129
Reciprocated Vertex Pair Ratio : 0.0397905759162304
Reciprocated Edge Ratio : 0.0765357502517623
Connected Components : 131
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 382
Maximum Edges in a Connected Component : 736
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.591917
Graph Density : 0.00174897228063872
Modularity : 0.700775
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://datajournalism.com/
[14] https://theintercept.com/2019/04/28/estupros-servicos-saude/
[13] https://dy.si/Rq3ug
[12] https://mailchi.mp/afaac92e4538/veri-bulteni-295133?e=a801f36946
[8] https://twitter.com/datajournalism/status/1127481517167349760
[7] https://www.scopeweb.nyc/en/blog/10-ways-to-use-linkedin-for-b2b-lead-generation
[7] https://freebeacon.com/politics/warren-has-proposed-or-backed-plans-totaling-estimated-129-trillion-in-government-spending/
[7] https://twitter.com/datajournalism/status/1125767125384273920
[6] https://datajournalism.com/read/longreads/privacy-and-data-leaks
[6] https://datajournalism.com/read/newsletters/ethical-dilemmas-in-data-journalism

Top URLs in Tweet in G1:
[12] https://mailchi.mp/afaac92e4538/veri-bulteni-295133?e=a801f36946
[3] https://datajournalism.com/
[2] https://datajournalism.com/read/longreads/putting-data-back-into-context
[2] https://datajournalism.com/read/longreads/privacy-and-data-leaks
[2] https://gijn.org/2019/05/02/gijns-data-journalism-top-10-history-of-infographics-colorism-in-fashion-weather-trends/
[2] https://mailchi.mp/a92391aaf4d9/veri-bulteni-300009?e=19cc0e186e
[2] https://twitter.com/gijn/status/1118923408492855303
[2] http://clome.info/work/machine-visions/
[1] https://twitter.com/i/web/status/1061917164066631680
[1] https://datajournalism.com/read/longreads/ethical-questions-in-data-journalism-and-the-power-of-online-discussion

Top URLs in Tweet in G2:
[11] https://datajournalism.com/
[2] https://twitter.com/datajournalism/status/1125767125384273920
[1] https://www.facebook.com/events/2046189179018820/
[1] https://dataharvest.eu/eijc19/program/
[1] https://dataharvest.eu/eijc19/register/
[1] https://twitter.com/i/web/status/1126189755266424834
[1] https://twitter.com/i/web/status/1124311809970921473
[1] https://twitter.com/i/web/status/1124946850098946049
[1] http://1password.com/for-journalism/?utm_content=buffer451f4&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://twitter.com/i/web/status/1124311808863539200

Top URLs in Tweet in G3:
[5] https://www.zeit.de/politik/deutschland/2019-05/ost-west-wanderung-abwanderung-ostdeutschland-umzug
[4] https://medium.com/we-are-the-european-journalism-centre/a-decade-of-working-in-data-journalism-what-has-changed-8d950d99935e
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[2] https://institute.aljazeera.net/en/publications
[2] https://medium.com/outriders/i-use-the-hype-of-data-journalism-as-a-pretext-to-teach-the-fundamentals-of-public-interest-f51adc3ed60e
[1] https://twitter.com/i/web/status/1126164276694126592
[1] https://twitter.com/i/web/status/1126853145269870592
[1] http://www.datastories.pk/child-sexual-abuse-data-analysis-shows-one-child-is-murdered-every-month-in-punjab/
[1] https://datajournalism.com/
[1] https://www.niemanlab.org/2019/05/journalists-know-they-need-to-get-better-with-data-and-statistics-but-they-have-a-long-way-to-go/

Top URLs in Tweet in G4:
[2] https://twitter.com/IJNet/status/1123552396628635648
[2] https://www.datarevelations.com/truthful-art.html
[2] http://newsography.com
[2] https://twitter.com/datajournalism/status/1127481517167349760
[1] https://twitter.com/DataSciFact/status/1122927363338199041
[1] http://datajournalism.com/read/handbook/two
[1] http://www.datajournalism.it/quanta-carne-di-capretto-e-di-agnello-si-consuma-in-italia-non-solo-a-pasqua/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/workmanalice/status/1123398123735244802
[1] https://twitter.com/alexandreafonso/status/1123494805277958146
[1] https://institute.aljazeera.net/sites/default/files/2019/Data%20Journalism%20En%20-%20Web.pdf

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1125687092640718850

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1126519953576820736

Top URLs in Tweet in G7:
[1] https://mailchi.mp/c9d13a14716a/ministry-fails-to-do-justice-to-data-protection
[1] https://www.publictechnology.net/articles/features/which-government-department-suffers-most-data-breaches
[1] https://www.eventbrite.com/e/introduction-to-data-in-journalism-tickets-60022686471

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1124345934966603776
[1] https://twitter.com/i/web/status/1124341235706101760
[1] https://twitter.com/karendmadden/status/1124761673305292801

Top URLs in Tweet in G9:
[14] https://theintercept.com/2019/04/28/estupros-servicos-saude/
[1] https://datajournalism.com/read/longreads/privacy-and-data-leaks?fbclid=IwAR0OnVWO5bX3jU_XKsChky1crPW5ouFHSjPzBmgFzGiqWtrixpQKLhG1yJQ

Top URLs in Tweet in G10:
[2] https://datajournalism.com/read/longreads/privacy-and-data-leaks
[1] https://twitter.com/i/web/status/1126941756136861696

Top Domains
Top Domains in Tweet in Entire Graph:
[111] twitter.com
[58] datajournalism.com
[17] mailchi.mp
[14] theintercept.com
[13] dy.si
[12] medium.com
[7] scopeweb.nyc
[7] freebeacon.com
[6] paper.li
[6] economist.com

Top Domains in Tweet in G1:
[26] twitter.com
[16] mailchi.mp
[15] datajournalism.com
[3] gijn.org
[2] clome.info
[1] prowritingaid.com
[1] medium.com
[1] linkedin.com
[1] thinkbrigade.org

Top Domains in Tweet in G2:
[17] datajournalism.com
[10] twitter.com
[2] dataharvest.eu
[1] facebook.com
[1] 1password.com
[1] medium.com
[1] datajournalismhandbook.org
[1] protonvpn.com

Top Domains in Tweet in G3:
[6] medium.com
[5] zeit.de
[3] niemanlab.org
[2] twitter.com
[2] aljazeera.net
[1] datastories.pk
[1] datajournalism.com

Top Domains in Tweet in G4:
[24] twitter.com
[4] datajournalism.com
[2] theconversation.com
[2] datarevelations.com
[2] agi.it
[2] newsography.com
[1] datajournalism.it
[1] aljazeera.net
[1] dy.si
[1] amazon.com

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

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

Top Domains in Tweet in G7:
[1] mailchi.mp
[1] publictechnology.net
[1] eventbrite.com

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

Top Domains in Tweet in G9:
[14] theintercept.com
[1] datajournalism.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[350] datajournalism
[75] ddj
[29] dataviz
[27] worldpressfreedomday
[25] beneficialownership
[21] eijc19
[18] data
[18] datascience
[18] vpn
[15] datavisualization



Top Hashtags in Tweet in G1:
[72] datajournalism
[32] ddj
[12] blockchain
[10] data
[9] factchecking
[6] socialmedia
[4] portugal
[4] brazil
[3] tbt
[3] dataviz

Top Hashtags in Tweet in G2:
[28] datajournalism
[20] eijc19
[17] worldpressfreedomday
[17] vpn
[11] crossborder
[2] ddj
[1] data
[1] investigativejournalism

Top Hashtags in Tweet in G3:
[50] datajournalism
[24] ddj
[9] datavisualization
[6] medicamentalia
[6] contraceptives
[6] childsexualabuse
[4] punjab
[4] datastory
[3] scrollytelling
[2] zagreb

Top Hashtags in Tweet in G4:
[35] datajournalism
[5] dataviz
[4] datascience
[3] dataliteracy
[2] journalism
[2] ddj
[2] datavisualization
[2] datastorytelling
[2] bigdata
[2] visualanalytics

Top Hashtags in Tweet in G5:
[23] beneficialownership
[2] investigativejournalism
[2] datajournalism
[1] corruption
[1] moneylaundering

Top Hashtags in Tweet in G7:
[5] datajournalism
[1] nuj

Top Hashtags in Tweet in G8:
[29] datajournalism
[6] worldpressfreedomday
[3] beyondtheheadlines
[3] pressfreedomja
[3] pressfreedom
[2] newmarkjschool
[1] rjrbth
[1] tvjallangles

Top Hashtags in Tweet in G9:
[1] genero
[1] datajournalism

Top Hashtags in Tweet in G10:
[2] periodismo
[1] ff

Top Words
Top Words in Tweet in Entire Graph:
[456] Words in Sentiment List#1: Positive
[278] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[15611] Non-categorized Words
[16345] Total Words
[350] #datajournalism
[237] data
[201] datajournalism
[129] journalists
[98] s

Top Words in Tweet in G1:
[155] datajournalism
[111] data
[96] journalists
[72] #datajournalism
[50] s
[43] world
[41] three
[40] order
[40] display
[40] dimensional

Top Words in Tweet in G2:
[40] ejcnet
[32] datajournalism
[29] offering
[28] #datajournalism
[23] 4
[23] celebrate
[20] #eijc19
[20] sessions
[20] discounts
[20] protonvpn

Top Words in Tweet in G3:
[50] #datajournalism
[24] #ddj
[24] data
[13] outrid3rs
[13] smfrogers
[12] journalism
[10] journalist
[9] tonne
[9] fusion
[9] tables

Top Words in Tweet in G4:
[35] #datajournalism
[12] data
[7] di
[7] e
[5] great
[5] #dataviz
[4] dei
[4] #datascience
[3] things
[3] tools

Top Words in Tweet in G5:
[23] #beneficialownership
[21] published
[21] latest
[21] analysis
[21] uk's
[21] registry
[21] want
[21] know
[21] noel_mas
[20] crunched

Top Words in Tweet in G6:
[36] s
[18] fraudsters
[18] stealing
[18] 50
[18] billion
[18] europe
[18] tax
[18] payers
[18] each
[18] year

Top Words in Tweet in G7:
[5] #datajournalism
[5] data
[4] government
[4] breaches
[3] samathieson
[3] themed
[3] newsletter
[3] new
[3] training
[3] nuj_lfb

Top Words in Tweet in G8:
[29] #datajournalism
[22] pressassnja
[22] usembassyja
[19] sandeep_nyc
[19] workshop
[13] journalists
[13] 4
[9] work
[8] honor
[8] jamaican

Top Words in Tweet in G9:
[14] investigaã
[14] ã
[14] reportagem
[14] importantã
[14] ssimas
[14] da
[14] delarabru
[14] hoje
[14] theinterceptbr
[14] preparem

Top Words in Tweet in G10:
[4] qué
[3] datajournalism
[2] saladeprensa
[2] aprensamadrid
[2] cdr_
[2] centrogabo
[2] cscolari
[2] jlori
[2] fnpi
[2] heraldodemadrid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] data,journalism
[43] order,display
[43] display,three
[43] three,dimensional
[43] dimensional,world
[43] world,live
[43] live,journalists
[43] journalists,forced
[43] forced,distort
[43] distort,reality

Top Word Pairs in Tweet in G1:
[40] order,display
[40] display,three
[40] three,dimensional
[40] dimensional,world
[40] world,live
[40] live,journalists
[40] journalists,forced
[40] forced,distort
[40] distort,reality
[40] reality,map

Top Word Pairs in Tweet in G2:
[17] celebrate,#worldpressfreedomday
[17] #worldpressfreedomday,offering
[17] offering,#vpn
[17] #vpn,discounts
[17] discounts,through
[17] through,datajournalism
[17] datajournalism,run
[17] run,ejcnet
[17] ejcnet,full
[16] protonvpn,celebrate

Top Word Pairs in Tweet in G3:
[16] #ddj,#datajournalism
[12] data,journalism
[9] data,journalist
[9] journalist,tonne
[9] tonne,fusion
[9] fusion,tables
[9] tables,worried
[9] worried,losing
[9] losing,dm
[9] dm,#ddj

Top Word Pairs in Tweet in G4:
[2] kirkdborne,truthful
[2] truthful,art
[2] art,#datavisualization
[2] #datavisualization,#datastorytelling
[2] #datastorytelling,data
[2] data,charts
[2] charts,maps
[2] maps,communication
[2] #datascience,#datajournalism
[2] #datajournalism,#dataviz

Top Word Pairs in Tweet in G5:
[21] published,latest
[21] latest,analysis
[21] analysis,uk's
[21] uk's,#beneficialownership
[21] #beneficialownership,registry
[21] registry,want
[21] want,know
[20] noel_mas,published
[20] know,crunched
[20] crunched,th

Top Word Pairs in Tweet in G6:
[18] fraudsters,stealing
[18] stealing,50
[18] 50,billion
[18] billion,europe
[18] europe,s
[18] s,tax
[18] tax,payers
[18] payers,each
[18] each,year
[18] year,s

Top Word Pairs in Tweet in G7:
[4] data,breaches
[3] #datajournalism,themed
[3] themed,newsletter
[3] newsletter,government
[3] government,data
[3] breaches,new
[3] new,training
[3] training,nuj_lfb
[3] nuj_lfb,articles
[2] samathieson,#datajournalism

Top Word Pairs in Tweet in G8:
[19] pressassnja,usembassyja
[19] #datajournalism,workshop
[8] honor,work
[8] work,jamaican
[8] jamaican,journalists
[8] journalists,brought
[8] brought,together
[8] together,pressassnja
[8] usembassyja,4
[8] 4,days

Top Word Pairs in Tweet in G9:
[14] investigaã,ã
[14] ã,reportagem
[14] reportagem,importantã
[14] importantã,ssimas
[14] ssimas,da
[14] da,delarabru
[14] delarabru,hoje
[14] hoje,theinterceptbr
[14] theinterceptbr,preparem
[14] preparem,estã

Top Word Pairs in Tweet in G10:
[2] aprensamadrid,cdr_
[2] cdr_,centrogabo
[2] centrogabo,cscolari
[2] cscolari,datajournalism
[2] jlori,fnpi
[2] fnpi,heraldodemadrid
[2] heraldodemadrid,ijnetes
[2] privacidad,filtración
[2] filtración,datos
[2] datos,cómo

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@ejcnet
@gijn
@noel_mas
@pressassnja
@usembassyja
@eijconference
@protonvpn
@sandeep_nyc
@correctiv_org

Top Mentioned in G1:
@datajournalism
@gijn
@voydorg
@wsaqaf
@kanarinka
@aljazeera
@maldita_es
@khasyenimedya
@cigdem_bozdag
@ejcnet

Top Mentioned in G2:
@ejcnet
@datajournalism
@eijconference
@protonvpn
@1password
@letzi83
@protonmail
@evajung_
@hackette7
@paulmyersbbc

Top Mentioned in G3:
@outrid3rs
@smfrogers
@evaconstantaras
@ajminstitute
@civio
@zeitonline
@alastairotter
@zahratunda
@datajournalism
@niemanlab

Top Mentioned in G5:
@noel_mas
@cijournalism
@jane__bradley
@margotgibbs
@mar_supa
@leilahaddou
@maxharlow
@sheislaurence

Top Mentioned in G6:
@correctiv_org
@datajournalism

Top Mentioned in G7:
@samathieson
@nuj_lfb
@publi
@publictech
@guardianlabs
@socitm
@theregister
@birkbecklibrary
@ajb_powell
@suchandrikac

Top Mentioned in G8:
@pressassnja
@usembassyja
@sandeep_nyc
@karendmadden
@djmillerja
@rjr94fm
@kleobell
@dominicm_

Top Mentioned in G9:
@delarabru
@theinterceptbr
@giubianconi

Top Mentioned in G10:
@datajournalism
@aprensamadrid
@cdr_
@centrogabo
@cscolari
@jlori
@fnpi
@heraldodemadrid
@ijnetes
@etica

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@femiabodunde
@lavanguardia
@mulher_noticia
@nytimes
@nos
@zgur_
@1password
@compellingsites
@dwnews

Top Tweeters in G1:
@mulher_noticia
@nos
@zgur_
@deluca
@sejorg
@indeadline
@info_aus
@neuromusic
@bbbcccnnn
@prajnamu

Top Tweeters in G2:
@1password
@google
@gulagsheherazad
@psychemedia
@grjenkin
@feathersareus
@postvancoco
@mediagazerchat
@toine512
@nico3333fr

Top Tweeters in G3:
@zeitonline
@webjournalist
@noonpost
@fcoel
@niemanlab
@siyafrica
@isabellaghement
@montasermarai
@mbaa
@smfrogers

Top Tweeters in G4:
@mdgrkb
@nick_hentoff
@trish_crain
@cmastication
@mediaactive
@edwithsports
@marcoprat
@newsography1
@nicolacois
@theadamgabriel

Top Tweeters in G5:
@caesq
@neo4j
@matthewnewton75
@yohannaloucheur
@jane__bradley
@cijournalism
@f_obermaier
@gavinhayman_gw
@syahrul_fitra
@jvilledieu

Top Tweeters in G6:
@pia_purzella
@correctiv_org
@heimatneue
@rainerfake
@domiretrogamer
@david_schraven
@mb_b007
@aufdecker
@gruenspecht111
@behemothhh

Top Tweeters in G7:
@theregister
@jenwilliamsmen
@publictech
@cswnews
@suchandrikac
@slatergordonuk
@socitm
@nuj_lfb
@ajb_powell
@birkbecklibrary

Top Tweeters in G8:
@unequivntellect
@djmillerja
@karendmadden
@dominicm_
@pd_dan
@newmarkjschool
@archibaldkeane
@usembassyja
@rjr94fm
@cfmleigh

Top Tweeters in G9:
@profa_analucia
@claralmm
@tiago786
@britomari
@zebrito87
@theinterceptbr
@dillionoberon
@janaina_licurgo
@delarabru
@patriciapillar

Top Tweeters in G10:
@julioastillero
@saladeprensa
@aprensamadrid
@cscolari
@etica
@fnpi
@cdr_
@jlori
@jpablosierrar
@ijnetes