NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#ddj OR (data journalism) since:2021-02-08 until:2021-02-15 Twitter NodeXL SNA Map and Report for Mo (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
SMRFoundation
Uploaded on:
February 15, 2021
Short Description:
#ddj OR (data journalism) since:2021-02-08 until:2021-02-15 via NodeXL https://bit.ly/3jNpGyu
@gijn
@alexselbyb
@theeconomist
@sigmaawards
@vivianfrancos
@epuujee
@paulbradshaw
@polypolilive
@gijnru
@journalismfest

Top hashtags:
#ddj
#journalism
#dataviz
#data

Description:
Description
The graph represents a network of 2,662 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-02-08 until:2021-02-15", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 15 February 2021 at 09:22 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 40-minute period from Monday, 08 February 2021 at 00:01 UTC to Sunday, 14 February 2021 at 23:42 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 : 2662
Unique Edges : 4084
Edges With Duplicates : 617
Total Edges : 4701
Number of Edge Types : 5
Retweet : 1738
MentionsInRetweet : 1613
Tweet : 363
Replies to : 169
Mentions : 818
Self-Loops : 379
Reciprocated Vertex Pair Ratio : 0.0262086513994911
Reciprocated Edge Ratio : 0.0510786015373171
Connected Components : 393
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 733
Maximum Edges in a Connected Component : 1814
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.354338
Graph Density : 0.000569344718533646
Modularity : 0.820757
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,662 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-02-08 until:2021-02-15", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 15 February 2021 at 09:22 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 40-minute period from Monday, 08 February 2021 at 00:01 UTC to Sunday, 14 February 2021 at 23:42 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 OR (data journalism) since:2021-02-08 until:2021-02-15
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[136] https://www.thetimes.co.uk/article/low-traffic-zones-force-cars-into-streets-where-poorer-people-live-6svsbck3k
[90] https://www.economist.com/offthecharts/
[60] https://gijn.org/2021/02/12/data-journalism-top-10-biometric-ids-data-spaghetti-eviction-avalanche-remote-working/
[60] https://www.rue89strasbourg.com/covid19-grand-est-plateau-vague-morts-199941
[46] https://reutersinstitute.politics.ox.ac.uk/journalism-media-and-technology-trends-and-predictions-2021
[46] https://www.lexicodosamba.com.br/
[33] https://www.rawstory.com/jen-psaki-peter-doocy/
[27] https://choice.npr.org/index.html?origin=https://www.npr.org/2021/02/12/967033554/cdc-offers-clearest-guidance-yet-for-reopening-schools
[27] https://twitter.com/GreenLeftOnline/status/1358206442696626176
[26] https://twitter.com/president_pmln/status/1359059865495359489

Top URLs in Tweet in G1:
[50] https://gijn.org/2021/02/12/data-journalism-top-10-biometric-ids-data-spaghetti-eviction-avalanche-remote-working/
[18] https://gijn.org/jobs/
[17] https://gijn.org/2021/02/05/data-journalism-top-10-polarized-america-australias-pandemic-polands-toxic-air-the-arab-spring-life-as-lego/
[11] https://gijn.org/2021/02/05/top-10-ddj-arabskaya-vesna-sekrety-proizvodstva-vaktsinyi-i-zhizn-kak-konstruktor-lego/
[9] https://gijn.org/2021/02/08/my-favorite-tools-with-al-jazeeras-mohammed-haddad/
[8] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[8] https://twitter.com/BGOnTheScene/status/1358210898847035399
[7] https://voxeurop.eu/en/banks-are-still-the-largest-supporters-of-eus-fossil-fuel-industry/
[6] https://gijn.org/2021/01/14/data-journalism-top-10-national-geographic-maps-capitol-riots-flu-vs-coronavirus-happiness-index-black-market-data/
[5] https://voxeurop.eu/en/how-is-european-energy-produced-and-how-much-greenhouse-gas-is-generated/

Top URLs in Tweet in G2:
[87] https://www.economist.com/offthecharts/
[19] https://www.dcthomson.co.uk/vacancies/data-content-specialist/
[14] https://econ.trib.al/kgZ9xt1
[13] https://econ.trib.al/NSUlIe1
[13] https://news.sky.com/story/the-vaccine-divide-wealthy-nations-have-23-jabs-for-every-one-in-a-poorer-country-12215449
[11] https://forms.office.com/Pages/ResponsePage.aspx?id=1CpVfdYvOU-yhbIcqcjMus_woGLhOUROt4Cvnp8vh8tUMDhWRU43TE05NzhCQ09MNlI0MDNZRFZQVC4u
[10] https://econ.trib.al/PDx22I6
[10] https://econ.trib.al/eUHcvvB
[10] https://econ.trib.al/WCIqusr
[9] https://econ.trib.al/Qdg5oKy

Top URLs in Tweet in G3:
[136] https://www.thetimes.co.uk/article/low-traffic-zones-force-cars-into-streets-where-poorer-people-live-6svsbck3k
[2] https://twitter.com/BoxbikeLondon/status/1360670194243411968

Top URLs in Tweet in G4:
[11] https://www.rawstory.com/jen-psaki-peter-doocy/
[2] https://ico.org.uk/about-the-ico/news-and-events/news-and-blogs/2019/04/helping-us-strike-the-right-balance-between-journalism-and-data-protection/
[2] https://humberstorylab.ca/events/data-driven-2021/
[2] https://twitter.com/L_A_Kelly/status/1359433130525024263
[2] https://blog.betway.com/
[1] https://twitter.com/balajis/status/1358597486345023488
[1] https://twitter.com/lanrehussain/status/1358622849041371136
[1] https://www.freshershome.com/jobs/detail/content-journalism/190233?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/2021/02/05/opinion/capitol-attack-cellphone-data.html?action=click&module=Opinion&pgtype=Homepage
[1] https://www.capetalk.co.za/articles/408196/explainer-here-are-the-facts-the-good-and-bad-about-astrazeneca-vaccine

Top URLs in Tweet in G6:
[7] http://hasselfallas.com/2021/02/09/ddj2020/
[7] https://datajournalism.com/read/longreads/the-promise-of-wikidata
[6] https://www.ire.org/training/conferences/nicar-2021/nicar21-fellowships/
[5] https://datajournalism.com/read/longreads/covid-19-data-journalism
[5] https://www.ire.org/training/conferences/nicar-2021/nicar21-registration/
[4] https://jms.sdsu.edu/community/ire_webinar
[3] https://twitter.com/MaryseMonen/status/1359924118171365380
[3] https://usergroups.tableau.com/speakingthroughdataalooktodata1
[2] https://onlinejournalismblog.com/2020/08/11/here-are-the-7-types-of-stories-most-often-found-in-data/
[2] https://www.ire.org/nicar21-virtual-conference/

Top URLs in Tweet in G7:
[60] https://www.rue89strasbourg.com/covid19-grand-est-plateau-vague-morts-199941

Top URLs in Tweet in G9:
[21] https://cj2021.northeastern.edu/
[14] https://twitter.com/girlsreallyrule/status/1359927243745746949
[5] https://twitter.com/MattCData/status/1359899367205859333
[3] https://gobserver.net/4686/student-experiences/journalism-programs-change-their-cip-code/
[2] https://www.nytimes.com/interactive/2021/upshot/2020-election-map.html?action=click&module=Spotlight&pgtype=Homepage

Top Domains
Top Domains in Tweet in Entire Graph:
[284] twitter.com
[181] co.uk
[131] gijn.org
[91] economist.com
[89] trib.al
[60] rue89strasbourg.com
[52] voxeurop.eu
[52] medium.com
[51] ac.uk
[47] com.br

Top Domains in Tweet in G1:
[117] gijn.org
[52] voxeurop.eu
[45] verigazeteciligi.com
[38] twitter.com
[11] youtube.com
[8] journaliststoolbox.org
[6] co.uk
[6] org.tr
[5] mailchi.mp
[4] r-journalism.com

Top Domains in Tweet in G2:
[88] trib.al
[87] economist.com
[22] co.uk
[14] twitter.com
[13] sky.com
[11] office.com
[4] easterneye.biz
[3] reachplc.com
[2] tumblr.com
[2] github.com

Top Domains in Tweet in G3:
[136] co.uk
[2] twitter.com

Top Domains in Tweet in G4:
[31] twitter.com
[11] rawstory.com
[4] google.com
[4] ascuoladiopencoesione.it
[3] nytimes.com
[3] betway.com
[2] org.uk
[2] humberstorylab.ca
[2] nahjcareers.org
[1] freshershome.com

Top Domains in Tweet in G6:
[13] ire.org
[12] datajournalism.com
[7] hasselfallas.com
[4] tableau.com
[4] sdsu.edu
[3] twitter.com
[2] onlinejournalismblog.com
[1] gijn.org
[1] pathable.co

Top Domains in Tweet in G7:
[60] rue89strasbourg.com

Top Domains in Tweet in G9:
[21] northeastern.edu
[19] twitter.com
[3] gobserver.net
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[674] ddj
[162] journalism
[110] dataviz
[79] data
[67] datajournalism
[60] newsclick
[60] edraid
[47] covid19
[39] opendata
[29] corona



Top Hashtags in Tweet in G1:
[247] ddj
[33] covid19
[30] datajournalism
[28] greeneuropeandeal
[27] açıkveri
[27] dataviz
[26] verigazeteciliği
[25] climatecrisis
[22] globalwarming
[18] sigmas21

Top Hashtags in Tweet in G2:
[38] ddj
[11] journalism
[7] data
[6] bcujournos
[5] dataviz
[5] bigdata
[5] africa
[4] badvis
[4] journojobs
[3] datajournalism

Top Hashtags in Tweet in G3:
[2] railtonltn

Top Hashtags in Tweet in G4:
[15] ddj
[14] journalism
[5] data
[3] covid19
[3] datajournalism
[3] journalists
[2] nicar21
[2] savejournalism
[2] business
[2] news

Top Hashtags in Tweet in G6:
[26] datajournalism
[16] datapluswomen
[15] dataviz
[14] ddj
[12] data
[9] nicar21
[8] journalism
[7] crowdsourcing
[7] opendata
[7] knowledgegraph

Top Hashtags in Tweet in G7:
[61] ddj

Top Hashtags in Tweet in G8:
[60] newsclick
[60] journalism
[60] edraid

Top Hashtags in Tweet in G9:
[23] journalism
[15] dataviz
[14] media
[14] data
[14] datavis
[1] infographics
[1] ddj

Top Words
Top Words in Tweet in Entire Graph:
[2178] data
[1658] journalism
[716] #ddj
[340] years
[318] people
[264] 19
[234] newt
[234] marriage
[210] more
[193] article

Top Words in Tweet in G1:
[261] #ddj
[167] data
[113] journalism
[85] 10
[76] veri
[67] top
[65] edjnet
[39] science
[35] #covid19
[34] many

Top Words in Tweet in G2:
[265] data
[221] journalism
[181] newsletter
[170] sign
[118] subscribers
[105] next
[104] weekly
[95] non
[95] alike
[93] charts

Top Words in Tweet in G3:
[138] poor
[138] journalism
[138] thetimes
[138] ltns
[138] data
[136] really
[136] article
[136] alleges
[136] push
[136] traffic

Top Words in Tweet in G4:
[107] data
[100] journalism
[16] news
[15] #ddj
[14] raw
[14] years
[14] #journalism
[13] media
[13] story
[13] independent

Top Words in Tweet in G5:
[234] newt
[234] years
[234] marriage
[117] people
[117] data
[117] journalism
[117] gingrich
[117] divorced
[117] wifes
[117] one

Top Words in Tweet in G6:
[39] data
[39] journalism
[26] #datajournalism
[16] #datapluswomen
[15] #dataviz
[15] ire_nicar
[15] register
[14] #ddj
[12] #data
[12] datazurich

Top Words in Tweet in G7:
[61] grand
[61] #ddj
[51] covid
[50] morts
[49] 19
[47] plateau
[47] fait
[47] vague
[47] mais
[47] autant

Top Words in Tweet in G8:
[62] newsclickin
[60] hours
[60] raid
[60] office
[60] data
[60] #newsclick
[60] #journalism
[60] #edraid
[31] 24
[31] passed

Top Words in Tweet in G9:
[50] journalism
[34] data
[26] symposium
[26] #dataviz
[24] #journalism
[24] #media
[24] #data
[24] #datavis
[21] computation
[21] coming

Top Words in Tweet in G10:
[98] experience
[49] journalism
[49] job
[49] pays
[49] 16
[49] 20
[49] hr
[49] desired
[49] qualifications
[49] master's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[726] data,journalism
[234] years,marriage
[137] poor,journalism
[136] really,poor
[136] journalism,thetimes
[136] thetimes,article
[136] article,alleges
[136] alleges,ltns
[136] ltns,push
[136] push,traffic

Top Word Pairs in Tweet in G1:
[67] 10,#ddj
[62] top,10
[43] data,journalism
[31] #ddj,#dataviz
[27] covid,19
[25] #greeneuropeandeal,#climatecrisis
[21] edjnet,#greeneuropeandeal
[21] veri,gazeteciliği
[18] data,driven
[18] #climatecrisis,#globalwarming

Top Word Pairs in Tweet in G2:
[218] data,journalism
[95] non,subscribers
[95] subscribers,alike
[95] alike,sign
[75] launch,'off
[75] 'off,charts'
[75] charts',weekly
[75] weekly,newsletter
[75] newsletter,dedicated
[75] dedicated,data

Top Word Pairs in Tweet in G3:
[136] really,poor
[136] poor,journalism
[136] journalism,thetimes
[136] thetimes,article
[136] article,alleges
[136] alleges,ltns
[136] ltns,push
[136] push,traffic
[136] traffic,onto
[136] onto,roads

Top Word Pairs in Tweet in G4:
[31] data,journalism
[12] independent,journalism
[11] present,data'
[11] data',jen
[11] jen,psaki
[11] psaki,smacks
[11] smacks,down
[11] down,peter
[11] peter,doocy's
[11] doocy's,gotcha

Top Word Pairs in Tweet in G5:
[234] years,marriage
[117] people,data
[117] data,journalism
[117] journalism,newt
[117] newt,gingrich
[117] gingrich,divorced
[117] divorced,wifes
[117] wifes,one
[117] one,two
[117] two,19

Top Word Pairs in Tweet in G6:
[27] data,journalism
[9] datazurich,women_data
[8] ire,annual
[7] promise,wikidata
[7] wikidata,journalists
[7] journalists,use
[7] use,#crowdsourcing
[7] #crowdsourcing,#opendata
[7] #opendata,#knowledgegraph
[7] #knowledgegraph,#data

Top Word Pairs in Tweet in G7:
[48] covid,19
[48] morts,#ddj
[47] 19,grand
[47] grand,plateau
[47] plateau,fait
[47] fait,vague
[47] vague,mais
[47] mais,autant
[47] autant,morts
[9] lourd,bilan

Top Word Pairs in Tweet in G8:
[60] #newsclick,#journalism
[60] #journalism,#edraid
[31] 24,hours
[31] hours,passed
[31] passed,raid
[31] raid,still
[31] still,continues
[31] continues,newsclickin
[31] newsclickin,office
[31] office,data

Top Word Pairs in Tweet in G9:
[26] journalism,symposium
[24] #journalism,#media
[24] #data,#datavis
[24] #datavis,#dataviz
[21] computation,journalism
[21] symposium,coming
[21] coming,19
[21] 19,registered
[21] #media,#data
[19] data,journalism

Top Word Pairs in Tweet in G10:
[49] journalism,job
[49] job,pays
[49] pays,16
[49] 16,20
[49] 20,hr
[49] hr,desired
[49] desired,qualifications
[49] qualifications,master's
[49] master's,doctorate
[49] doctorate,candidate

Top Replied-To
Top Replied-To in Entire Graph:
@skynews
@writtenonwater
@elijahschaffer
@proudsocialist
@cdprojektred
@georgegreenwood
@alexbussani
@sigmaawards
@rachel_shorey
@jonrappoport

Top Replied-To in G1:
@alexbussani
@sigmaawards
@famousanonadog
@nytimes
@washingtonpost

Top Replied-To in G2:
@shuckle
@realawim
@theeconomist
@janerockhouse
@wisevis
@itsarnaback

Top Replied-To in G3:
@georgegreenwood

Top Replied-To in G9:
@arijitdsen

Top Mentioned
Top Mentioned in Entire Graph:
@thetimes
@theeconomist
@edjnet
@newsclickin
@ap
@nicnewman
@myersjustinc
@pranjalrewa
@kerpen

Top Mentioned in G1:
@edjnet
@nytimes
@ajenglish
@ornaldo_
@guardian
@gianlucadefeo
@gijn
@andreasvou89
@haddadme

Top Mentioned in G2:
@theeconomist
@econdailycharts
@c_aguilargarcia
@alixculbertson
@fojo_int
@paulbradshaw
@bcujournalism
@jeremy_hunt
@_rospearce
@barniechoudhury

Top Mentioned in G3:
@thetimes

Top Mentioned in G4:
@myunisr

Top Mentioned in G6:
@ire_nicar
@datazurich
@women_data
@datajournalism
@hasselfallas
@taratw
@valentinaromei
@wikidata
@paulbradshaw
@rightrelevance

Top Mentioned in G7:
@rue89strasbourg

Top Mentioned in G8:
@newsclickin
@pranjalrewa

Top Mentioned in G9:
@aleszubajak
@uvmcomplexity
@peterdodds
@artistjaneadams
@emilybell
@ethanz
@dankennedy_nu
@nu_camd
@kellygarrity3
@albertocairo

Top Tweeters
Top Tweeters in Entire Graph:
@cloudwanderer3
@sddphoto
@rachel_mcrea
@kokusizu2
@dgendvil
@httweets
@pairsonnalitesn
@world_news_eng
@1loriking
@shanmugam_18

Top Tweeters in G1:
@1loriking
@guardian
@canisgallicus
@pourqoispas
@publico
@bbcnews
@nytimes
@gadflyquebec
@washingtonpost
@usatoday

Top Tweeters in G2:
@world_news_eng
@reneevoicebrand
@nickasavet
@demfromct
@telegraph
@henrymp_
@baixsegura_es
@ayirpelle
@sound_of_sirens
@theeconomist

Top Tweeters in G3:
@hackneywick
@timmorton2
@2_wheeled_wolf
@thetimes
@paulhutchinson
@tomdcoates
@rantyhighwayman
@spacepootler
@joel_ca_c
@janemccourt1

Top Tweeters in G4:
@sddphoto
@pairsonnalitesn
@mesmitch
@benavu54
@webnowcompany
@ifortknox
@jchernandezjazz
@suriyasubraman
@capetalk
@freshers_home

Top Tweeters in G5:
@cloudwanderer3
@rachel_mcrea
@tadrow
@miss_placed_
@alllwftopic
@jrbkjrbk
@roripierpont1
@morvjn
@deepvard
@donnadiane1970

Top Tweeters in G6:
@ricardo_ik_ahau
@margymaclibrary
@ipythonistabot
@grjenkin
@tijuanapress
@liliasaul
@kclarkcollege
@cfpd_udgvirtual
@meena_thiru
@jzbleiberg

Top Tweeters in G7:
@julllietteb
@temptoetiam
@thomas02q
@le___doc
@mimiryudo
@shinycolours33
@denisedetralala
@rodney78310
@rue89strasbourg
@cest__carre

Top Tweeters in G8:
@shanmugam_18
@angryyoungman55
@almostinfamous
@mohanku37166575
@forgod_sake
@sartaj_idrisi
@salonimunot
@fundianabones
@karishmau
@mainkisanhu

Top Tweeters in G9:
@benhaygood
@caitlinkellynyc
@albertocairo
@jeffcutler
@emilybell
@hyper_linda
@mattcdata
@ethanz
@connordaleyvt
@peterdodds

Top Tweeters in G10:
@mmmexperimental
@andreww66619812
@da4pups
@thelowedown
@evanfmoore
@iowhawk
@whet
@kcmeadows1
@caprjournalism
@montanavoter


Tags: