The graph represents a network of 2,393 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2019-11-04 until:2019-11-11", 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 Tuesday, 12 November 2019 at 16:10 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 8-minute period from Monday, 04 November 2019 at 00:39 UTC to Sunday, 10 November 2019 at 23:47 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 : 2393
Unique Edges : 3750
Edges With Duplicates : 655
Total Edges : 4405
Number of Edge Types : 4
Retweet : 1378
Replies to : 171
Mentions : 2524
Tweet : 332
Self-Loops : 351
Reciprocated Vertex Pair Ratio : 0.0391340549542048
Reciprocated Edge Ratio : 0.0753205128205128
Connected Components : 387
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 947
Maximum Edges in a Connected Component : 2358
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.750745
Graph Density : 0.000654081651192791
Modularity : 0.794581
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,393 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2019-11-04 until:2019-11-11", 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 Tuesday, 12 November 2019 at 16:10 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 8-minute period from Monday, 04 November 2019 at 00:39 UTC to Sunday, 10 November 2019 at 23:47 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:2019-11-04 until:2019-11-11
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:
[562] data,journalism [135] investigative,journalism [97] columbia,university [93] getting,really [93] really,tired [93] tired,dds [93] dds,challenging [93] challenging,reality [93] reality,ejks [93] ejks,duterte's Top Word Pairs in Tweet in G1:
[70] top,10 [68] 10,#ddj [45] answer,questions [41] questions,editor [41] editor,ask [41] ask,editing [41] editing,datajournalism [41] datajournalism,data [41] data,answer [41] questions,surface Top Word Pairs in Tweet in G2:
[118] data,journalism [36] computation,journalism [36] data,visualization [35] journalism,symposium [32] indigenous,land [26] building,cool [26] cool,data [26] journalism,team [26] team,abc [26] abc,tv Top Word Pairs in Tweet in G3:
[56] data,journalism [6] ai,data [4] data,voids [4] web,opened [4] opened,door [4] door,manipulators [4] manipulators,disinformation [4] disinformation,pushers [4] investigative,journalism [4] launch,data Top Word Pairs in Tweet in G4:
[93] getting,really [93] really,tired [93] tired,dds [93] dds,challenging [93] challenging,reality [93] reality,ejks [93] ejks,duterte's [93] duterte's,war [93] war,drugs [93] drugs,here's Top Word Pairs in Tweet in G5:
[14] data,journalism [10] two,kinds [10] kinds,users [10] users,individual [10] individual,reporters [10] securely,analyze [10] analyze,set [10] set,maybe [10] maybe,secret [10] secret,files Top Word Pairs in Tweet in G6:
[34] visual,journalism [34] journalism,actionable [34] actionable,insight [34] insight,avoid [34] avoid,london's [34] london's,central [34] central,line [34] line,lesliehook [34] lesliehook,camillahodgson's [34] camillahodgson's,data Top Word Pairs in Tweet in G7:
[14] liebe,#ddj [14] #ddj,community [14] community,kenne [14] kenne,talentierte [14] talentierte,nachwuchsjournalistin [14] nachwuchsjournalistin,die [14] die,herbst [14] herbst,studium [14] studium,js_mainz [14] js_mainz,beendet Top Word Pairs in Tweet in G8:
[43] data,center [8] data,centers [7] #datacenter,#hyperscale [7] #hyperscale,#cloud [6] center,disaster [6] disaster,inevitable [6] inevitable,lessons [5] #datacenter,#earthquake [5] #iot,#ai [5] nuclear,industry Top Word Pairs in Tweet in G9:
[31] data,journalism [29] propublica,reveal [29] reveal,ap [29] ap,building [29] building,infrastructure [29] infrastructure,support [29] support,collaborative [29] collaborative,data [29] journalism,impact [29] impact,look Top Word Pairs in Tweet in G10:
[18] steht,büro [18] büro,#hasselhoff [18] #hasselhoff,man [18] man,die [18] die,mauer [18] mauer,büro [18] büro,anschauen [18] anschauen,historische [18] historische,aufnahmen [18] aufnahmen,geteilten Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: