The graph represents a network of 2,667 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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 Wednesday, 14 September 2022 at 14:34 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 26-minute period from Monday, 05 September 2022 at 18:50 UTC to Wednesday, 14 September 2022 at 14:16 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 : 2735
Unique Edges : 4603
Edges With Duplicates : 1521
Total Edges : 6124
Number of Edge Types : 5
Mentions : 1341
Replies to : 444
Tweet : 417
Retweet : 1875
MentionsInRetweet : 2047
Self-Loops : 428
Reciprocated Vertex Pair Ratio : 0.0278611230175739
Reciprocated Edge Ratio : 0.0542118432026689
Connected Components : 287
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 1567
Maximum Edges in a Connected Component : 3660
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.558251
Graph Density : 0.000641391696946435
Modularity : 0.705338
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,667 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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 Wednesday, 14 September 2022 at 14:34 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 26-minute period from Monday, 05 September 2022 at 18:50 UTC to Wednesday, 14 September 2022 at 14:16 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)
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[834] data,journalism [425] give,data [421] many,publishers [421] publishers,trust [421] trust,today [421] today,thoroughly [421] thoroughly,document [421] document,war [421] war,crimes [421] crimes,give Top Word Pairs in Tweet in G1:
[419] many,publishers [419] publishers,trust [419] trust,today [419] today,thoroughly [419] thoroughly,document [419] document,war [419] war,crimes [419] crimes,give [419] give,data [419] data,100 Top Word Pairs in Tweet in G2:
[355] data,journalism [350] important,article [350] article,great [350] great,data [350] journalism,marshallproj [350] marshallproj,anastasiajourno [350] anastasiajourno,weihua_li1 [350] weihua_li1,way [350] way,police [350] police,prosecutor Top Word Pairs in Tweet in G3:
[82] social,media [60] data,journalism [46] data,driven [44] driven,journalism [41] journalism,social [41] media,using [41] day,workshop [41] workshop,aims [41] aims,equip [41] equip,journalists Top Word Pairs in Tweet in G4:
[101] data,journalism [76] audience,engagement [76] digital,media [76] business,reporting [73] djnf,summer [73] summer,internship [45] media,data [42] college,journalists [42] journalists,apply [42] apply,djnf Top Word Pairs in Tweet in G5:
[17] data,journalism [6] raw,story [6] story,celebrating [6] celebrating,18 [6] 18,years [6] years,independent [6] independent,journalism [4] research,data [4] 2022,midterm [4] midterm,elections Top Word Pairs in Tweet in G6:
[33] extraordinary,journalism [33] journalism,again [33] again,bloomberg [33] bloomberg,data [33] data,analysis [33] analysis,massive [33] massive,increases [33] increases,arrests [33] arrests,low [33] low,level Top Word Pairs in Tweet in G7:
[46] factcheck,team [46] team,hiring [46] hiring,looking [46] looking,someone [46] someone,experience [46] experience,journalism [46] journalism,similar [46] similar,field [46] field,used [46] used,handling Top Word Pairs in Tweet in G8:
[60] hiring,alert [60] alert,knack [60] knack,finding [60] finding,stories [60] stories,inside [60] inside,reams [60] reams,data [60] data,excited [60] excited,explaining [60] explaining,latest Top Word Pairs in Tweet in G9:
[14] data,centers [11] data,center [8] public,health [7] partisan,pandemic [7] #datacenter,#cloud [7] #datacenter,#management [7] kevin,brown [7] brown,schneiderelec [6] centers,without [6] without,boundaries Top Word Pairs in Tweet in G10:
[34] #karankundrra,#tejasswiprakash [32] colors,voot [32] voot,#ddjwithkaran [32] #ddjwithkaran,#ddj [32] #ddj,#dancedeewanejuniors [32] #dancedeewanejuniors,#karankundrra [32] #tejasswiprakash,#tejran [25] entire,segment [25] segment,gonna [25] gonna,live Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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: