The graph represents a network of 2,255 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2021-06-21", 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, 21 June 2021 at 10:10 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 7-minute period from Saturday, 12 June 2021 at 19:17 UTC to Sunday, 20 June 2021 at 21:25 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
Vertices : 2255
Unique Edges : 3705
Edges With Duplicates : 927
Total Edges : 4632
Number of Edge Types : 5
Retweet : 1337
MentionsInRetweet : 1829
Mentions : 890
Replies to : 281
Tweet : 295
Self-Loops : 312
Reciprocated Vertex Pair Ratio : 0.0338937093275488
Reciprocated Edge Ratio : 0.0655651717807501
Connected Components : 370
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 1108
Maximum Edges in a Connected Component : 3272
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.865049
Graph Density : 0.00075018149552311
Modularity : 0.72859
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,255 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2021-06-21", 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, 21 June 2021 at 10:10 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 7-minute period from Saturday, 12 June 2021 at 19:17 UTC to Sunday, 20 June 2021 at 21:25 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) until:2021-06-21
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[471] data,journalism [128] #ddj,#datajournalism [106] top,10 [95] 10,#ddj [95] data,driven [89] ajlabs,visualising [89] refugee,journeys [88] #dataviz,#ddj [80] driven,journalism [80] #sigmas21,#winners Top Word Pairs in Tweet in G1:
[112] #ddj,#datajournalism [73] #sigmas21,#winners [73] #winners,#ddj [70] data,journalism [69] wins,sigmaawards [42] illegal,fishing [40] 2021,sigma [33] wait,over [30] #sigmas21,#citations [30] #citations,#ddj Top Word Pairs in Tweet in G2:
[90] 10,#ddj [84] top,10 [53] data,journalism [37] over,past [35] criminals,investigated [35] investigated,over [35] past,two [35] two,decades [35] decades,world [35] world,best Top Word Pairs in Tweet in G3:
[48] acontece,lixo [48] lixo,reciclável [48] reciclável,em [48] em,brasília [48] brasília,responder [48] responder,essa [48] essa,pergunta [48] pergunta,eu [48] eu,joguei [48] joguei,72 Top Word Pairs in Tweet in G4:
[47] data,journalism [12] arizona,vote [12] vote,'audit' [12] 'audit',data [12] data,taken [12] taken,mysterious [12] mysterious,'lab' [12] 'lab',deep [12] deep,woods [12] woods,montana Top Word Pairs in Tweet in G5:
[53] data,journalism [46] journalism,data [41] #ddj,#dataviz [27] looking,high [27] high,calibre [27] calibre,researchers [27] researchers,year [27] year,european [27] european,postdoctoral [27] postdoctoral,fellowship Top Word Pairs in Tweet in G6:
[52] #dataviz,#ddj [49] thought,world [49] world,complete [49] complete,silence [49] silence,during [49] during,covid [49] covid,pandemic [49] pandemic,2020 [49] 2020,seems [49] seems,noise Top Word Pairs in Tweet in G7:
[45] edjnet,#ddj [20] pandemia,#covid_19 [17] k_zafeiropoulos,grmiir [17] marcoranocc,balcanicaucaso [17] balcanicaucaso,edjnet [12] european,banks [12] banks,mostly [12] mostly,subsidise [12] subsidise,#palmoil [12] #palmoil,farming Top Word Pairs in Tweet in G8:
[19] data,journalism [13] data,folks [8] series,interviews [8] data,sonification [8] sonification,gurus [8] gurus,overall [8] overall,great [8] great,data [8] folks,miriamquick [8] miriamquick,duncangeere Top Word Pairs in Tweet in G9:
[39] ajlabs,ajenglish [38] latest,ajlabs [38] ajlabs,visualising [38] visualising,70 [38] 70,years [38] years,refugee [38] refugee,journeys [38] journeys,#worldrefugeeday [38] #worldrefugeeday,#worldrefugeeday2021 [38] #worldrefugeeday2021,plight Top Word Pairs in Tweet in G10:
[40] hey,journalists [40] journalists,twitter [40] twitter,#ire21 [40] #ire21,philadelphia [40] philadelphia,inquirer [40] inquirer,hiring [40] hiring,data [40] data,reporter [40] reporter,developer [40] developer,hybrid Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: