#ddj OR (data journalism), Twitter, 8/17/2020 5:17:59 PM, 232809


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#ddj OR (data journalism)_2020-08-17_05-40-39.xlsx
#ddj OR (data journalism)_2020-08-17_05-40-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3hh9pzu
@paulbradshaw
@jornalismodados
@jmschku
@plateauton
@josemcalatayud
@hackette7
@tomgrundy
@harry_stevens
@gijn
@dmedialab

Top hashtags:
#ddj
#hongkong
#corona
#dataviz
#journalism
#data
#njmornings
#ai

Description:
Description
The graph represents a network of 2,352 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 August 2020 at 12:43 UTC.

The requested start date was Monday, 17 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 4-day, 11-hour, 39-minute period from Monday, 10 August 2020 at 00:27 UTC to Friday, 14 August 2020 at 12:06 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 : 2352
Unique Edges : 1710
Edges With Duplicates : 3162
Total Edges : 4872
Number of Edge Types : 5
Mentions : 944
Replies to : 146
Tweet : 203
Retweet : 1364
MentionsInRetweet : 2215
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.0200475705062861
Reciprocated Edge Ratio : 0.039307128580946
Connected Components : 290
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 529
Maximum Edges in a Connected Component : 1412
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.415753
Graph Density : 0.000542901124720411
Modularity : 0.57943
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,352 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 August 2020 at 12:43 UTC.

The requested start date was Monday, 17 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 4-day, 11-hour, 39-minute period from Monday, 10 August 2020 at 00:27 UTC to Friday, 14 August 2020 at 12:06 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 : #ddj OR (data journalism)
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:
[14] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/
[12] https://gijn.org/2020/08/13/data-journalism-top-10-herd-immunity-calculator-post-covid-offices-back-to-school-jitters/
[7] https://www.holdthefrontpage.co.uk/jobsboard/view/data-journalist-home-basednorwich/
[7] https://www.journaliststoolbox.org/2020/07/01/mapping-and-geocoding-tools/
[6] https://dataharvest.eu/program-2/
[6] https://www.cnn.com/2020/08/09/us/us-citizenship-renounced-data-trnd/index.html
[5] https://onlinejournalismblog.com/2020/08/11/here-are-the-7-types-of-stories-most-often-found-in-data/
[5] https://www.abc.net.au/cm/lb/12542908/data/dennis-response-data.pdf
[5] https://onlinejournalismblog.com/2020/08/12/3-more-angles-most-often-used-to-tell-data-stories-explorers-relationships-and-bad-data-stories/
[4] https://asset3.stern.de/producing/pdfs/2020/stellenboerse/stern-de__Online-Redakteur_Datenjournalist.pdf

Top URLs in Tweet in G1:
[13] https://hongkongfp.com/2020/08/12/editorial-hkfp-launches-hong-kong-2019-2020-protest-archive-in-link-up-with-hku-journalism-school/

Top URLs in Tweet in G2:
[2] https://twitter.com/trbrasil/status/1293605929112539139
[2] https://abraji.org.br/abraji-abre-inscricoes-para-2o-domingo-de-dados
[1] https://twitter.com/i/web/status/1292812014109241344
[1] https://twitter.com/i/web/status/1292829218385154048
[1] https://twitter.com/i/web/status/1292837747644862465
[1] https://twitter.com/i/web/status/1292848731151310850
[1] https://twitter.com/i/web/status/1292848648620048389
[1] https://twitter.com/i/web/status/1292848613589123074
[1] https://twitter.com/i/web/status/1292863724865425408
[1] https://twitter.com/i/web/status/1292863705806512128

Top URLs in Tweet in G3:
[3] https://interaktiv.tagesspiegel.de/lab/corona-analyse-in-welchen-regionen-die-zahlen-wieder-steigen/
[1] https://interaktiv.tagesspiegel.de/lab/wo-in-deutschland-jetzt-wasser-knapp-ist/

Top URLs in Tweet in G4:
[6] https://www.cnn.com/2020/08/09/us/us-citizenship-renounced-data-trnd/index.html
[4] https://www.bbc.com/news/election-us-2020-53657174
[1] https://twitter.com/HongKongFP/status/1293509377266130944?s=20

Top URLs in Tweet in G5:
[2] https://www.bbc.co.uk/news/resources/idt-dc2d6e2d-3ab4-42de-8d03-bb7eda5fff8e
[1] https://twitter.com/sophieelsworth/status/1292605739039469569
[1] https://www.limber.click/1676173
[1] https://www.nytimes.com/interactive/2020/08/06/magazine/fashion-sweatpants.html
[1] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[1] https://www.journalism.co.uk/press-releases/specialist-security-protects-the-construction-of-data-centres-that-serve-the-world/s66/a759257/
[1] https://www.washingtonpost.com/brandstudio/att-business/imagining-the-newsroom-of-tomorrow/
[1] https://www.reuters.com/article/us-australia-media-regulator/australia-to-make-facebook-google-pay-for-news-in-world-first-idUSKCN24V3UP
[1] https://www.tabletmag.com/sections/news/articles/data-journalism
[1] https://twitter.com/stats_tipton/status/1292850768257732611

Top URLs in Tweet in G6:
[6] https://dataharvest.eu/program-2/
[5] https://onlinejournalismblog.com/2020/08/12/3-more-angles-most-often-used-to-tell-data-stories-explorers-relationships-and-bad-data-stories/
[4] https://onlinejournalismblog.com/2020/08/11/here-are-the-7-types-of-stories-most-often-found-in-data/
[3] https://twitter.com/hendopolis/status/1293659921083490304
[1] https://twitter.com/paulbradshaw/status/1293512234723934209
[1] https://onlinejournalismblog.com/2011/07/07/the-inverted-pyramid-of-data-journalism/
[1] https://fivethirtyeight.com/features/how-we-designed-the-look-of-our-2020-forecast/
[1] https://medium.com/center-for-media-data-and-society/calling-for-coalitions-a-look-at-successful-media-and-advocacy-partnerships-cf14b85ef105?source=rss------journalism-5
[1] https://source.opennews.org/articles/tell-us-what-you-need-cover-covid-19/
[1] https://www.youtube.com/watch?v=bVIY4B632mg


Top URLs in Tweet in G7:
[1] https://www.azcentral.com/restricted?return=https:%2F%2Fwww.azcentral.com%2Fin-depth%2Fnews%2Flocal%2Fphoenix%2F2020%2F08%2F10%2Fphoenix-police-use-force-data-black-latino-native-impact%2F5407299002%2F

Top URLs in Tweet in G8:
[1] https://forthe.org/journalism/black-cyclists-stopped/

Top URLs in Tweet in G9:
[1] http://mediacareerng.org/2020/08/13/call-for-campus-campus-data-journalism-ambassadors/
[1] https://forms.gle/wGabHpmDqSr76oTo6
[1] https://medium.com/dig-awards/how-data-journalism-is-changing-investigative-reporting-b0c4c01ad250?_branch_match_id=link-822320527024542803

Top URLs in Tweet in G10:
[8] https://gijn.org/2020/08/13/data-journalism-top-10-herd-immunity-calculator-post-covid-offices-back-to-school-jitters/
[3] https://gijn.org/2020/08/14/what-were-reading-infodemic-crackdown-tips-on-covering-elections-and-data-journalism-with-r/
[2] https://gijn.org/2020/08/13/top-10-zhurnalistiki-dannyih-kalkulyator-kollektivnogo-immuniteta-ofisyi-i-shkolyi-posle-covid-infodemiya-v-telegram/
[1] https://twitter.com/gijn/status/1294227525196025858
[1] https://gijn.org/2020/08/11/heres-why-investigative-reporters-need-to-know-knowledge-graphs/
[1] https://ijnet.org/ru/story/%D0%B6%D1%83%D1%80%D0%BD%D0%B0%D0%BB%D0%B8%D1%81%D1%82%D0%B8%D0%BA%D0%B0-%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85-%D0%B2-%D0%B2%D0%BE%D1%81%D1%82%D0%BE%D1%87%D0%BD%D0%BE%D0%B9-%D0%B5%D0%B2%D1%80%D0%BE%D0%BF%D0%B5-%D1%86%D0%B5%D0%BD%D1%82%D1%80%D0%B0%D0%BB%D1%8C%D0%BD%D0%BE%D0%B9-%D0%B0%D0%B7%D0%B8%D0%B8-%D0%B8-%D0%BD%D0%B0-%D0%BA%D0%B0%D0%B2%D0%BA%D0%B0%D0%B7%D0%B5-%D0%B8%D1%81%D1%82%D0%BE%D1%80%D0%B8%D0%B8-%D0%B8-%D1%81%D0%BE%D0%B2%D0%B5%D1%82%D1%8B

Top Domains
Top Domains in Tweet in Entire Graph:
[154] twitter.com
[19] gijn.org
[17] co.uk
[17] datacenterfrontier.com
[16] verigazeteciligi.com
[14] hongkongfp.com
[13] medium.com
[13] onlinejournalismblog.com
[10] voxeurop.eu
[7] journaliststoolbox.org

Top Domains in Tweet in G1:
[13] hongkongfp.com

Top Domains in Tweet in G2:
[94] twitter.com
[2] org.br
[1] catarse.me

Top Domains in Tweet in G3:
[4] tagesspiegel.de

Top Domains in Tweet in G4:
[6] cnn.com
[4] bbc.com
[1] twitter.com

Top Domains in Tweet in G5:
[14] twitter.com
[3] nytimes.com
[3] medium.com
[3] co.uk
[3] instagram.com
[3] onlinejournalismblog.com
[3] efarmnewsar.com
[2] linkedin.com
[2] com.br
[1] limber.click

Top Domains in Tweet in G6:
[10] onlinejournalismblog.com
[6] dataharvest.eu
[5] twitter.com
[2] sched.com
[1] fivethirtyeight.com
[1] medium.com
[1] opennews.org
[1] youtube.com
[1] whova.com
[1] theopennotebook.com

Top Domains in Tweet in G7:
[1] azcentral.com

Top Domains in Tweet in G8:
[1] forthe.org

Top Domains in Tweet in G9:
[1] mediacareerng.org
[1] forms.gle
[1] medium.com

Top Domains in Tweet in G10:
[14] gijn.org
[1] twitter.com
[1] ijnet.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[485] ddj
[408] hongkong
[61] corona
[39] dataviz
[34] journalism
[29] data
[21] njmornings
[15] ai
[13] açıkveri
[11] datajournalism



Top Hashtags in Tweet in G1:
[408] hongkong

Top Hashtags in Tweet in G2:
[299] ddj
[3] dados
[3] jornalismo
[2] jn
[2] dados360

Top Hashtags in Tweet in G3:
[49] corona
[4] ddj
[2] dataviz
[1] hitzewelle
[1] neuinfektionen

Top Hashtags in Tweet in G4:
[4] aaja20
[2] ddj

Top Hashtags in Tweet in G5:
[10] ddj
[9] journalism
[5] data
[3] jornalismodedados
[2] dj
[2] pioneerdj
[2] news
[2] jobs
[1] workplace
[1] wfh

Top Hashtags in Tweet in G6:
[15] ddj
[5] sciwri20
[2] datajournalism
[2] journalism
[2] dataharvest2020
[1] datavis
[1] eijc20
[1] thread

Top Hashtags in Tweet in G9:
[6] day2
[6] mediainelections
[1] eu4democracyng
[1] ddj
[1] iyd2020
[1] dani2020
[1] edodecides2020
[1] eusdgn

Top Hashtags in Tweet in G10:
[20] ddj
[4] covid19
[3] datajournalism
[2] gnifellowship
[2] misinformation
[1] datajournalismtop10
[1] schoolsreopening
[1] aleph
[1] беларусь
[1] кыргызстан

Top Words
Top Words in Tweet in Entire Graph:
[753] journalism
[686] data
[495] support
[485] #ddj
[466] research
[453] hkfp
[452] jmschku
[443] archive
[442] update
[442] expand

Top Words in Tweet in G1:
[452] hkfp
[452] research
[451] jmschku
[442] archive
[441] support
[441] update
[441] expand
[408] providing
[408] incredibly
[408] detailed

Top Words in Tweet in G2:
[368] em
[299] #ddj
[298] dou
[116] dados
[115] jornalismo
[96] jornalismodados
[57] os
[39] jornalnacional
[38] não
[28] prêmio

Top Words in Tweet in G3:
[95] die
[92] deutschland
[91] plateauton
[50] wieder
[49] #corona
[49] suchen
[48] bisherige
[48] pandemie
[48] zeitraffer
[48] seit

Top Words in Tweet in G4:
[13] journalism
[12] realdonaldtrump
[9] data
[8] news
[7] cnn
[6] baloney
[6] article
[6] hatred
[6] causing
[6] practice

Top Words in Tweet in G5:
[77] data
[69] journalism
[10] #ddj
[9] #journalism
[8] more
[8] good
[7] visual
[7] media
[7] news
[6] team

Top Words in Tweet in G6:
[88] data
[41] journalism
[35] stories
[26] angles
[25] paulbradshaw
[23] use
[15] #ddj
[14] week
[13] today
[13] certainly

Top Words in Tweet in G7:
[67] outstanding
[67] accountability
[67] journalism
[67] story
[67] phoenix
[67] pd
[67] records
[67] brought
[67] light
[66] brahmresnik

Top Words in Tweet in G8:
[63] cyclists
[62] black
[62] long
[62] beach
[62] times
[62] more
[62] stopped
[62] suspected
[62] bike
[62] infraction

Top Words in Tweet in G9:
[80] dataphyte
[53] data
[53] journalism
[44] journalists
[43] campus
[36] calling
[36] application
[36] interested
[36] find
[36] more

Top Words in Tweet in G10:
[21] র
[20] #ddj
[17] ন
[15] স
[14] journalism
[13] gijn
[13] thank
[13] ক
[13] ব
[11] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[442] update,expand
[409] providing,support
[408] hkfp,providing
[408] support,jmschku
[408] jmschku,update
[408] expand,incredibly
[408] incredibly,detailed
[408] detailed,#hongkong
[408] #hongkong,protest
[408] protest,research

Top Word Pairs in Tweet in G1:
[441] update,expand
[408] hkfp,providing
[408] providing,support
[408] support,jmschku
[408] jmschku,update
[408] expand,incredibly
[408] incredibly,detailed
[408] detailed,#hongkong
[408] #hongkong,protest
[408] protest,research

Top Word Pairs in Tweet in G2:
[298] dou,em
[298] em,#ddj
[96] jornalismodados,dou
[83] #ddj,jornalismodados
[42] jornalismo,dados
[26] os,dados
[24] manubordallo,sou
[24] sou,jornalista
[24] jornalista,em
[24] em,formação

Top Word Pairs in Tweet in G3:
[90] plateauton,die
[48] die,bisherige
[48] bisherige,#corona
[48] #corona,pandemie
[48] pandemie,deutschland
[48] deutschland,zeitraffer
[48] zeitraffer,seit
[48] seit,juli
[48] juli,flächendeckend
[48] flächendeckend,wieder

Top Word Pairs in Tweet in G4:
[6] baloney,article
[6] article,cnn
[6] cnn,hatred
[6] hatred,realdonaldtrump
[6] realdonaldtrump,causing
[6] causing,practice
[5] unown45933346,baloney
[5] practice,dan
[4] election,2020
[4] 2020,poll

Top Word Pairs in Tweet in G5:
[29] data,journalism
[7] visual,data
[6] bbc,visual
[5] journalism,team
[4] journalism,data
[3] good,data
[3] data,driven
[3] companies,registered
[3] registered,china
[3] china,2020

Top Word Pairs in Tweet in G6:
[35] data,journalism
[16] data,stories
[14] stories,data
[13] today,angles
[13] angles,certainly
[13] certainly,use
[13] use,telling
[13] telling,stories
[12] paulbradshaw,today
[12] dataharvest,digital

Top Word Pairs in Tweet in G7:
[67] outstanding,accountability
[67] accountability,journalism
[67] journalism,story
[67] story,phoenix
[67] phoenix,pd
[67] pd,records
[67] records,brought
[67] brought,light
[66] brahmresnik,outstanding

Top Word Pairs in Tweet in G8:
[62] black,cyclists
[62] cyclists,long
[62] long,beach
[62] beach,times
[62] times,more
[62] more,stopped
[62] stopped,suspected
[62] suspected,bike
[62] bike,infraction
[62] infraction,white

Top Word Pairs in Tweet in G9:
[52] data,journalism
[36] dataphyte,calling
[36] calling,application
[36] application,campus
[36] campus,journalists
[36] journalists,interested
[36] interested,data
[36] journalism,find
[36] find,more
[36] more,details

Top Word Pairs in Tweet in G10:
[10] 10,#ddj
[10] passed,first
[10] first,year
[10] year,masters
[10] masters,journalism
[10] journalism,happy
[10] happy,cry
[10] cry,thank
[10] thank,everyone
[10] everyone,voted

Top Replied-To
Top Replied-To in Entire Graph:
@oenophile79
@claremalone
@meghanhoyer
@realdonaldtrump
@secpompeo
@wsj
@carsasemita
@thewire_in
@iyaboawokoya
@eriktorenberg

Top Replied-To in G1:
@jmschku

Top Replied-To in G4:
@realdonaldtrump
@secpompeo
@yamiche
@tomtugendhat
@suzen
@michaelrapaport
@manbradley006

Top Replied-To in G6:
@davidottewell
@jackpressy101

Top Replied-To in G9:
@dataphyte

Top Replied-To in G10:
@carsasemita
@washingtonpost
@datatheism

Top Mentioned
Top Mentioned in Entire Graph:
@jmschku
@tomgrundy
@plateauton
@jornalismodados
@brahmresnik
@lapubdefunion
@hongkongfp
@kpoulsen
@bobmcmillan
@antoniogm

Top Mentioned in G1:
@jmschku
@tomgrundy
@hongkongfp

Top Mentioned in G2:
@jornalismodados
@jornalnacional
@manubordallo
@escoladedados
@lanprimus
@patijabor
@willgomes
@trbrasil
@isacarolinda1
@juditecypreste

Top Mentioned in G3:
@plateauton
@tagesspiegel
@_davidmeidinger
@risklayer
@mariakotsev

Top Mentioned in G4:
@realdonaldtrump
@cnn
@ap
@unown45933346
@_sallyho
@donaldjtrumpjr
@dominicraab
@foreignoffice
@monicabeharding
@iowbobseely

Top Mentioned in G5:
@jenniferwaller
@hschendera

Top Mentioned in G6:
@paulbradshaw
@betsyladyzhets
@erineaross
@josemcalatayud
@journalismarena
@dmedialab
@realmiguelroca
@patrick_e_scott
@claireburkum
@medium

Top Mentioned in G7:
@brahmresnik

Top Mentioned in G8:
@lapubdefunion

Top Mentioned in G9:
@dataphyte
@ipcng
@mediacareerngr
@dejiadeks
@ptcij
@campreporterng
@jayangbayi
@euinnigeria
@eceseu
@imesoimeso

Top Mentioned in G10:
@gijn
@sampatasha
@harry_stevens
@washingtonpost
@faznet
@postgraphics
@utaustin
@topublichealth
@torontostar
@yalesph

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@_redfrog
@evankirstel
@httweets
@rapplerdotcom
@usalivestrong
@manilabulletin
@schwingcat
@irishtimes
@mooseman1956

Top Tweeters in G1:
@_redfrog
@sie_kensou77
@world_news_eng
@james_thorburn
@odoylecharlotte
@goatrancenet
@krizcpec
@hkdemonow
@sunsplashsun
@wonw080

Top Tweeters in G2:
@odio_nao
@89nuncamais
@uolnoticias
@jovempannews
@correio
@cricamg
@heliopaz
@fcancio
@itsmevictor_
@antounh

Top Tweeters in G3:
@cyrus_mcdugan
@tagesspiegel
@sabengel4
@motikat
@steltenpower
@germanatpompey
@hesselmann
@brz_sandra
@heimatneue
@padeluun

Top Tweeters in G4:
@usalivestrong
@mooseman1956
@cnn
@briandotwalker
@ap
@juliedeplorable
@afp
@exhaustartist
@polypolilive
@klmacrae

Top Tweeters in G5:
@data_nerd
@hkstream
@drwinarick
@albertocairo
@journalismjobs
@journalism
@thedailynumbers
@juxtapositiont
@dd_wen_
@alexgsmith

Top Tweeters in G6:
@leafwarbler
@dmedialab
@popsci
@newstatesman
@kycara
@gersonlmartins
@peterkgeoghegan
@epuujee
@paulbradshaw
@headwaysmatter

Top Tweeters in G7:
@clayreintucson
@brianpiero
@boundaryseeker
@razzleberry_e
@amluvinit2
@uproar23
@robsramblins
@phxfloaz
@beckstrom68
@eturleye

Top Tweeters in G8:
@rob_camacho_sd
@avfolk
@nwparsons
@spacepootler
@shaunking
@philltastic1
@lockhartjamest
@inezmcampbell
@tex2blue
@sobe_myself

Top Tweeters in G9:
@kingbiodun_
@yiaga
@elviseroms
@cleenfoundation
@femimoh
@wilsonmanji
@lotufodunrin
@walejay
@remmyalex
@sirmhuel007

Top Tweeters in G10:
@bbcnews
@washingtonpost
@torontostar
@tutby
@faznet
@sz
@btsbeingbtsyt
@hobi_kaws
@ijnet
@x5u36li1


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