#ddj, Twitter, 6/23/2020 10:43:52 AM, 229764


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#ddj Twitter NodeXL SNA Map and Report for Tuesday, 23 June 2020 at 10:41 UTC
#ddj Twitter NodeXL SNA Map and Report for Tuesday, 23 June 2020 at 10:41 UTC
From:
SMRFoundation
Uploaded on:
June 23, 2020
Short Description:
#ddj via NodeXL https://bit.ly/2V6Wyqz
@jornalismodados
@puntofisso
@johnlsheridan
@datajournalism
@ajenglish
@ajlabs
@datassist
@utknightcenter
@kendimalibot
@marilia_gehrke

Top hashtags:
#ddj
#dataviz
#data
#equity
#ethics
#infographics
#datajournalism
#e2d3
#excel

Description:
Description
The graph represents a network of 223 Twitter users whose recent tweets contained "#ddj", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 200 tweets. The network was obtained from Twitter on Tuesday, 23 June 2020 at 10:41 UTC.

The tweets in the network were tweeted over the 1-day, 8-hour, 55-minute period from Monday, 22 June 2020 at 01:41 UTC to Tuesday, 23 June 2020 at 10:37 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 : 223
Unique Edges : 338
Edges With Duplicates : 81
Total Edges : 419
Number of Edge Types : 4
Retweet : 124
MentionsInRetweet : 130
Tweet : 16
Mentions : 149
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0207715133531157
Reciprocated Edge Ratio : 0.0406976744186047
Connected Components : 25
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 109
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.835502
Graph Density : 0.006948652688563
Modularity : 0.734001
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 223 Twitter users whose recent tweets contained "#ddj", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 200 tweets. The network was obtained from Twitter on Tuesday, 23 June 2020 at 10:41 UTC.

The tweets in the network were tweeted over the 1-day, 8-hour, 55-minute period from Monday, 22 June 2020 at 01:41 UTC to Tuesday, 23 June 2020 at 10:37 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 : TwitterSearch
Graph Term : #ddj
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://interactive.aljazeera.com/aje/2020/saving-the-nile/index.html
[3] https://ejerciciosdedatos.blogspot.com/2020/06/entrevista-jose-luis-huacles-unocc.html
[2] https://gijn.org/2020/06/11/data-journalism-top-10-black-lives-matter-protests-police-shootings-questions-on-covid-19-research-site-russian-orphans/
[2] https://twitter.com/_danielmariani/status/1274701756069556225
[2] https://twitter.com/_fiquemsabendo/status/1275156603893878784
[2] https://docs.google.com/document/d/14OZElNMTJyQult42sorX5bMkhGnxgTcAlRo9kKHYoqw/edit
[2] https://twitter.com/basole/status/1274853316758036481
[1] https://twitter.com/hatr/status/1275294646349041664
[1] https://twitter.com/BJTC_UK/status/1275335232539983872
[1] https://dansmonlabo.com/2020/06/01/jai-repris-la-chasse-aux-cliches-dans-les-medias-et-voila-ce-que-jai-appris-1969/

Top URLs in Tweet in G1:
[2] https://twitter.com/_danielmariani/status/1274701756069556225
[2] https://twitter.com/_fiquemsabendo/status/1275156603893878784
[1] https://twitter.com/i/web/status/1275260122881802240
[1] https://twitter.com/i/web/status/1274865131990790146
[1] https://twitter.com/i/web/status/1274910369551724547
[1] https://twitter.com/i/web/status/1274925539954958337
[1] https://twitter.com/i/web/status/1275027326720450560
[1] https://twitter.com/i/web/status/1275054330006196226
[1] https://twitter.com/i/web/status/1275050043129692160
[1] https://twitter.com/i/web/status/1275067751967502336

Top URLs in Tweet in G2:
[1] https://www.civilservicejobs.service.gov.uk/csr/jobs.cgi?jcode=1670513
[1] http://puntofisso.net/newsletter/

Top URLs in Tweet in G3:
[11] https://interactive.aljazeera.com/aje/2020/saving-the-nile/index.html

Top URLs in Tweet in G4:
[1] https://knightcenter.utexas.edu/JC/DATA0620.html

Top URLs in Tweet in G5:
[1] https://datajournalism.com/register
[1] https://pointer.kro-ncrv.nl/artikelen/het-verhaal-achter-een-identiteitsroof#lang=en
[1] https://datajournalism.com/listen
[1] https://datajournalism.com/read/longreads/data-journalism-a-guide-for-editors

Top URLs in Tweet in G8:
[1] https://youtu.be/_tALUcBBeB0
[1] https://www.instagram.com/p/CBwMEuqFhG4/
[1] https://www.instagram.com/p/CBwTzp0BUki/?igshid=9gpbtba4lceq
[1] https://www.instagram.com/p/CBxFn7zJ1Vg/?igshid=17591pzd81ibu
[1] https://www.instagram.com/p/CBvuVmGp6wd/?igshid=1sknq4nindyf3
[1] https://twitter.com/hatr/status/1275294646349041664

Top URLs in Tweet in G9:
[2] https://twitter.com/basole/status/1274853316758036481

Top URLs in Tweet in G10:
[1] https://interaktiv.tagesspiegel.de/lab/wie-die-coronakrise-den-arbeitsmarkt-getroffen-hat/

Top Domains
Top Domains in Tweet in Entire Graph:
[33] twitter.com
[11] aljazeera.com
[4] instagram.com
[3] gijn.org
[3] datajournalism.com
[3] blogspot.com
[2] google.com
[1] dansmonlabo.com
[1] github.com
[1] utexas.edu

Top Domains in Tweet in G1:
[28] twitter.com

Top Domains in Tweet in G2:
[1] gov.uk
[1] puntofisso.net

Top Domains in Tweet in G3:
[11] aljazeera.com

Top Domains in Tweet in G4:
[1] utexas.edu

Top Domains in Tweet in G5:
[3] datajournalism.com
[1] kro-ncrv.nl

Top Domains in Tweet in G8:
[4] instagram.com
[1] youtu.be
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] tagesspiegel.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] ddj
[43] dataviz
[23] data
[20] equity
[20] ethics
[15] infographics
[10] datajournalism
[9] e2d3
[9] excel
[9] d3js



Top Hashtags in Tweet in G1:
[63] ddj
[3] opendata
[1] jornalismodedados
[1] jornalismo

Top Hashtags in Tweet in G2:
[4] data
[2] opendata
[2] ddj
[1] opengov
[1] dataviz

Top Hashtags in Tweet in G3:
[22] dataviz
[22] ddj

Top Hashtags in Tweet in G4:
[20] equity
[20] ethics
[1] ddj

Top Hashtags in Tweet in G5:
[9] data
[8] datajournalism
[6] ddj
[1] free
[1] statistics
[1] podcasts
[1] datajournalists

Top Hashtags in Tweet in G6:
[9] e2d3
[9] excel
[9] dataviz
[9] d3js
[9] github
[9] data
[9] datavizualization
[9] javascript
[9] json
[9] infographics

Top Hashtags in Tweet in G7:
[1] ddj

Top Hashtags in Tweet in G8:
[8] ddj
[5] pioneerdj
[4] djlife
[4] dj
[3] djequipment
[3] djcontroller
[2] beats
[2] midicontroller
[2] djing
[2] mixing

Top Hashtags in Tweet in G9:
[6] dataviz
[6] infographics
[6] ddj

Top Hashtags in Tweet in G10:
[4] deutschland
[4] kurzarbeit
[4] coronakrise
[1] arbeitsmarkt
[1] coronavirus
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[63] #ddj
[61] em
[60] dou
[29] dados
[27] uma
[24] jornalismo
[17] são
[17] meio
[16] isabellaguasti_
[16] num

Top Words in Tweet in G2:
[76] data
[76] work
[42] #opendata
[42] #ddj
[38] national
[38] archives
[38] looking
[38] engineer
[38] one
[38] interesting

Top Words in Tweet in G3:
[23] nile
[22] saving
[22] analysing
[22] impact
[22] large
[22] dams
[22] world's
[22] famous
[22] river
[22] #dataviz

Top Words in Tweet in G4:
[20] sign
[20] today
[20] latest
[20] free
[20] online
[20] #equity
[20] #ethics
[20] data
[20] journalism
[20] instructor

Top Words in Tweet in G5:
[17] #ddj
[17] #datajournalism
[14] editors
[10] each
[9] #data
[9] stories
[7] best
[7] obvious
[7] data
[7] investigations

Top Words in Tweet in G6:
[18] #nodejs
[9] #e2d3
[9] #excel
[9] add
[9] #dataviz
[9] excel
[9] #d3js
[9] #github
[9] #data
[9] #datavizualization

Top Words in Tweet in G7:
[6] personal
[6] news
[6] alert
[6] next
[6] week
[6] starting
[6] job
[6] data
[6] projects
[6] editor

Top Words in Tweet in G8:
[8] #ddj
[5] #pioneerdj
[4] #djlife
[4] #dj
[3] #djequipment
[3] #djcontroller
[2] дата
[2] форматы
[2] handset
[2] #beats

Top Words in Tweet in G9:
[6] massive
[6] comprehensive
[6] #dataviz
[6] #infographics
[6] #ddj

Top Words in Tweet in G10:
[8] die
[4] nie
[4] #deutschland
[4] viel
[4] #kurzarbeit
[4] angemeldet
[4] #coronakrise
[4] arbeitslosenzahlen
[4] steigen
[4] trifft

Top Word Pairs
Top Word Pairs in Tweet in G2:
[60] national,archives
[60] archives,looking
[17] looking,data
[16] data,engineer
[16] engineer,one
[16] one,interesting
[16] interesting,places
[16] places,work
[16] work,public
[16] public,sector

Top Word Pairs in Tweet in G3:
[38] saving,nile
[38] nile,analysing
[38] analysing,impact
[38] impact,large
[38] large,dams
[38] dams,world's
[38] world's,famous
[38] famous,river
[38] river,#dataviz
[38] #dataviz,#ddj

Top Word Pairs in Tweet in G4:
[22] sign,today
[22] today,latest
[22] latest,free
[22] free,online
[22] online,#equity
[22] #equity,#ethics
[22] #ethics,data
[22] data,journalism
[22] journalism,instructor
[22] instructor,heather

Top Word Pairs in Tweet in G5:
[20] #data,stories
[20] best,#data
[20] stories,obvious
[20] obvious,editors
[20] editors,data
[20] data,investigations
[20] investigations,ask
[20] ask,more
[20] more,questions
[20] questions,usual

Top Word Pairs in Tweet in G6:
[9] #e2d3,#excel
[7] #excel,add
[7] add,#dataviz
[7] #dataviz,excel
[7] excel,#d3js
[7] #d3js,#github
[7] #github,#data
[7] #data,#datavizualization
[7] #datavizualization,#javascript
[7] #javascript,#json

Top Word Pairs in Tweet in G7:
[9] personal,news
[9] news,alert
[9] alert,next
[9] next,week
[9] week,starting
[9] starting,job
[9] job,data
[9] data,projects
[9] projects,editor
[9] editor,newstatesman

Top Word Pairs in Tweet in G8:
[6] #dj,#beats
[6] #beats,#djcontroller
[6] #djcontroller,#midicontroller
[6] #midicontroller,#djing
[6] #djing,#djinglife#djsoftware
[6] #djinglife#djsoftware,#mixing
[6] #mixing,#traktordj
[6] #traktordj,#traktorpro
[6] #traktorpro,#traktor3#
[6] #traktor3#,#pioneerdj

Top Word Pairs in Tweet in G9:
[2] massive,comprehensive
[2] comprehensive,#dataviz
[2] #dataviz,#infographics
[2] #infographics,#ddj

Top Word Pairs in Tweet in G10:
[6] nie,#deutschland
[6] #deutschland,viel
[6] viel,#kurzarbeit
[6] #kurzarbeit,angemeldet
[] angemeldet,#coronakrise
[] #coronakrise,die
[] die,arbeitslosenzahlen
[] arbeitslosenzahlen,steigen
[] steigen,trifft
[] trifft,allem

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@johnlsheridan
@ajlabs
@ajenglish
@datassist
@isabellaguasti_
@okfnbr
@jornalismodados
@_fiquemsabendo
@marilia_gehrke
@escoladedados

Top Mentioned in G1:
@isabellaguasti_
@jornalismodados
@okfnbr
@_fiquemsabendo
@marilia_gehrke
@escoladedados
@nunonunes_
@camillatavares
@lucasreino
@rodrigomenegat

Top Mentioned in G2:
@johnlsheridan

Top Mentioned in G3:
@ajlabs
@ajenglish
@essamheggy
@haddadme

Top Mentioned in G4:
@datassist

Top Mentioned in G5:
@maudbeelman
@j_la28
@1password
@mailbrew
@easel_ly
@able2extract
@pointer_kroncrv
@sigmaawards

Top Mentioned in G7:
@newstatesman
@telegraph

Top Mentioned in G8:

Top Mentioned in G10:
@tagesspiegel

Top Tweeters
Top Tweeters in Entire Graph:
@taieb_bot
@folha
@dwatchnews
@telegraph
@1password
@ajenglish
@newsweek
@tagesspiegel
@tijd
@nevali

Top Tweeters in G1:
@folha
@patocorporation
@grqm
@piedromarinho
@morenocris
@flaviorocha1
@veramagalhaes
@anieleam
@camillatavares
@_sofialeao

Top Tweeters in G2:
@nevali
@annkempster
@timgollins
@puntofisso
@jaggeree
@eoinmcfadden
@garyshort
@maggotlaw
@jtwentyman
@watty62

Top Tweeters in G3:
@ajenglish
@colinnwalker
@valboy7
@bareftdoctor
@pittilla_o
@caleb_nwokoloo
@haddadme
@mrvisgeography
@natalia_ojewska
@mo_shamah

Top Tweeters in G4:
@omaakatugba
@ellenychang
@utknightcenter
@nellylaoni
@daudpasaney
@juanainesjjj
@grasiel_grasel
@datassist
@jishnuen
@paulmenam

Top Tweeters in G5:
@dwatchnews
@1password
@margymaclibrary
@sin_nl_org
@anaserranot
@j_la28
@able2extract
@ohmyshambles
@susanagarayoa
@fvas

Top Tweeters in G6:
@taieb_bot
@digitalsphere33
@codegnuts
@theinfernobot
@markj_ohnson
@nodequotesbot
@mijinkim33
@e2d3org
@dashboarddr

Top Tweeters in G7:
@telegraph
@newstatesman
@emilyctamkin
@psychingitout
@glynmottershead
@patrick_e_scott
@oscwilliams
@rob_w_ingram

Top Tweeters in G8:
@gijnru
@elchinsoul
@mikaelmusic1
@realmiguelroca
@na7al13
@djment0rs
@djschoolhouten

Top Tweeters in G9:
@albertocairo
@ecarrascobe
@ignasialcalde
@sergiogarciamor
@datavislisboa
@masteruah

Top Tweeters in G10:
@tagesspiegel
@berlindigital
@helenawittlich
@michael_gegg
@_davidmeidinger


Tags:

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