The graph represents a network of 3,181 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, 01 November 2021 at 15:53 UTC.
The requested start date was Monday, 01 November 2021 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 6-day, 20-hour, 20-minute period from Monday, 25 October 2021 at 01:38 UTC to Sunday, 31 October 2021 at 21:59 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 : 3181
Unique Edges : 1947
Edges With Duplicates : 4908
Total Edges : 6855
Number of Edge Types : 5
Retweet : 2272
MentionsInRetweet : 3384
Mentions : 774
Tweet : 285
Replies to : 140
Self-Loops : 309
Reciprocated Vertex Pair Ratio : 0.021026282853567
Reciprocated Edge Ratio : 0.0411865653346408
Connected Components : 345
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 609
Maximum Edges in a Connected Component : 1409
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.134917
Graph Density : 0.000403239359483094
Modularity : 0.57528
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,181 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, 01 November 2021 at 15:53 UTC.
The requested start date was Monday, 01 November 2021 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 6-day, 20-hour, 20-minute period from Monday, 25 October 2021 at 01:38 UTC to Sunday, 31 October 2021 at 21:59 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[523] appalling,journalism [519] beyond,belief [519] belief,bbc [519] bbc,published [519] published,such [519] such,unbelievably [519] unbelievably,appalling [519] journalism,based [519] based,reliable [519] reliable,data Top Word Pairs in Tweet in G1:
[517] beyond,belief [517] belief,bbc [517] bbc,published [517] published,such [517] such,unbelievably [517] unbelievably,appalling [517] appalling,journalism [517] journalism,based [517] based,reliable [517] reliable,data Top Word Pairs in Tweet in G2:
[314] data,science [314] science,group [314] group,created [314] machine,learning [314] learning,algorithm [314] algorithm,predict [305] emotions,sell [305] sell,monetise [305] monetise,insight [305] insight,data Top Word Pairs in Tweet in G3:
[34] global,investigative [34] investigative,journalism [34] journalism,conference [26] 2021,global [23] data,journalism [22] 10,#ddj [21] #ddj,#dataviz [20] top,10 [19] tickets,2021 [18] conference,starts Top Word Pairs in Tweet in G4:
[174] bbclaurak,bbcnews [174] bbcnews,#brexitdisaster [174] #brexitdisaster,bought [174] bought,criminal [174] criminal,overspend [174] overspend,lying [174] lying,dark [174] dark,ads [174] ads,targeted [174] targeted,undecided Top Word Pairs in Tweet in G5:
[59] sighyush,newslaundry [59] newslaundry,indiatoday [59] indiatoday,re [59] re,trying [59] trying,threaten [59] threaten,intimidate [59] intimidate,silence [59] silence,itself [58] rakeshfilm,sighyush [58] itself,reaffir Top Word Pairs in Tweet in G6:
[112] truly,don [112] don,believe [112] believe,china [112] china,repeatedly [112] repeatedly,violating [112] violating,multiple [112] multiple,international [112] international,treaties [112] treaties,promises [111] nathanlawkc,truly Top Word Pairs in Tweet in G7:
[87] imagine,people [87] people,really [87] really,journalism [87] journalism,experienced [87] experienced,writers [87] writers,editors [87] editors,free [87] free,available [86] jameshamblin,imagine [3] climate,coverage Top Word Pairs in Tweet in G8:
[31] data,journalism [6] data,science [6] guarantee,top [6] top,grades [6] grades,pay [6] pay,essays [6] essays,due [6] due,coursework [6] coursework,case [6] case,study Top Word Pairs in Tweet in G9:
[64] data,journalism [51] important,data [50] j_mcelroy,important [10] journalism,pandemic [7] looking,forward [7] talk,today [7] today,data [7] pandemic,observations [7] observations,19 [7] 19,months Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: