The graph represents a network of 1,762 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 20:40 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 15 November 2021 at 00:04 UTC to Sunday, 21 November 2021 at 23:56 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 : 1762
Unique Edges : 2831
Edges With Duplicates : 452
Total Edges : 3283
Number of Edge Types : 5
Mentions : 581
Retweet : 1001
MentionsInRetweet : 1286
Tweet : 268
Replies to : 147
Self-Loops : 289
Reciprocated Vertex Pair Ratio : 0.0233832663500183
Reciprocated Edge Ratio : 0.0456979650124955
Connected Components : 325
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 597
Maximum Edges in a Connected Component : 1620
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.901232
Graph Density : 0.000902709158775616
Modularity : 0.803528
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,762 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 20:40 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 15 November 2021 at 00:04 UTC to Sunday, 21 November 2021 at 23:56 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:2021-11-15 until:2021-11-22
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:
[335] data,journalism [83] football,analytics [83] analytics,writer [78] remember,told [78] told,guys [78] guys,starting [78] starting,dream [78] dream,job [78] job,excited [78] excited,announce Top Word Pairs in Tweet in G1:
[54] trip,journalismfest [53] #ddj,field [51] journalismfest,amazon [51] amazon,coupons [51] coupons,digital [51] digital,goodies [51] co,wtphaij8qm [50] goodies,co [47] #data,#journalism [47] big,news Top Word Pairs in Tweet in G2:
[32] top,10 [32] 10,#ddj [31] data,journalism [25] toxic,air [23] epa,data [23] detailed,map [16] map,toxic [16] air,usa [16] usa,propublica [16] propublica,built Top Word Pairs in Tweet in G3:
[83] football,analytics [83] analytics,writer [78] remember,told [78] told,guys [78] guys,starting [78] starting,dream [78] dream,job [78] job,excited [78] excited,announce [78] announce,joining Top Word Pairs in Tweet in G4:
[26] data,journalism [15] pay,essays [15] essays,due [15] due,coursework [15] coursework,case [15] case,study [15] study,philosophy [15] philosophy,assignment [15] assignment,research [15] research,paper Top Word Pairs in Tweet in G5:
[14] southern,africa [11] data,journalism [11] #wildeye,southern [9] #journalismmatters,#ddj [8] join,meet [8] meet,team [8] team,data [8] data,journalists [8] journalists,behind [8] behind,latest Top Word Pairs in Tweet in G6:
[23] washingtonpost,analyzed [23] analyzed,196 [23] 196,country [23] country,reports [23] reports,found [23] found,much [23] much,13 [23] 13,billion [23] billion,tons [23] tons,emissions Top Word Pairs in Tweet in G7:
[72] public,interest [36] many,thoughtful [36] thoughtful,recommendations [36] recommendations,report [36] report,including [36] including,calls [36] calls,congress [36] congress,extend [36] extend,legal [36] legal,protection Top Word Pairs in Tweet in G8:
[31] kommenden,tagen [31] tagen,deutschland [31] deutschland,100 [31] 100,000 [31] 000,menschen [31] menschen,covid [31] covid,19 [31] 19,gestorben [31] gestorben,versucht [31] versucht,katastrophe Top Word Pairs in Tweet in G9:
[30] journalism,job [30] job,alert [30] alert,wanna [30] wanna,come [30] come,work [30] work,bloombergca [30] bloombergca,ottawa [30] ottawa,looking [30] looking,someone [30] someone,cover Top Word Pairs in Tweet in G10:
[2] 55,years [2] tomiahonen,checked [2] checked,followed [2] followed,wolfblitzer [2] wolfblitzer,cnn [2] cnn,cherry [2] cherry,picking [2] picking,highest [2] highest,priced [2] priced,gas 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 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 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: