The graph represents a network of 1,969 Twitter users whose recent tweets contained "#peerreview", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 23 September 2019 at 10:16 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 21-minute period from Saturday, 14 September 2019 at 08:41 UTC to Monday, 23 September 2019 at 10:03 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 : 1979
Unique Edges : 3503
Edges With Duplicates : 2102
Total Edges : 5605
Number of Edge Types : 4
Mentions : 3120
Replies to : 233
Retweet : 1724
Tweet : 528
Self-Loops : 552
Reciprocated Vertex Pair Ratio : 0.0583539774291219
Reciprocated Edge Ratio : 0.110273081924577
Connected Components : 225
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 1296
Maximum Edges in a Connected Component : 4007
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.805229
Graph Density : 0.000982255032747795
Modularity : 0.554673
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[900] peer,review [280] #peerrevwk19,#qualityinpeerreview [221] review,week [196] omg,omg [188] #peerreviewweek,#peerrevwk2019 [180] #peerrevwk19,#peerreview [179] #peerrevwk19,#peerreviewweek [164] peer,reviewers [154] #peerrevwk2019,#peerreview [147] #peerreview,#peerreviewweek Top Word Pairs in Tweet in G1:
[248] peer,review [177] #peerrevwk19,#qualityinpeerreview [74] #peerreview,process [56] #peerrevwk19,#peerreview [51] #qualityinpeerreview,#peerrevwk19 [48] #ecrchat,#phdchat [47] review,process [45] peer,reviewers [43] jamesheathers,maria_kowalczuk [40] answering,questions Top Word Pairs in Tweet in G2:
[64] #peerrevwk19,#peerreview [61] top,peer [52] peer,reviewers [52] #sentinelsofscience,#peerrevwk19 [43] world,top [43] reviewers,2019 [43] 2019,announced [43] announced,publons [43] publons,named [43] named,see Top Word Pairs in Tweet in G3:
[205] peer,review [192] omg,omg [144] #peerrevwk19,#peerreviewweek [144] #peerreviewweek,#peerrevwk2019 [120] #peerrevwk2019,#peerreview [96] omg,peer [96] review,week [96] week,two [96] two,clumsily [96] clumsily,drawn Top Word Pairs in Tweet in G4:
[64] peer,review [28] #peerrevwk19,#qualityinpeerreview [24] review,week [24] #peerreview,#peerrevwk19 [15] #qualityinpeerreview,#betterpeerreview [14] #betterpeerreview,#publons [12] week,2019 [11] quality,peer [8] peer,reviewers [8] #publons,#sentinelsofscience Top Word Pairs in Tweet in G5:
[48] school,led [48] led,improvement [46] principles,effective [45] improvement,system [44] report,nahtnews [43] principles,define [43] define,fully [43] fully,functioning [43] functioning,school [40] school,school Top Word Pairs in Tweet in G6:
[44] diversity,pledge [44] pledge,aims [44] aims,increase [44] increase,inclusion [44] inclusion,amp [44] amp,diversity [44] diversity,publishing [44] publishing,#womeninmedicine [44] #womeninmedicine,#womeningh [44] #womeningh,interested Top Word Pairs in Tweet in G7:
[45] peer,review [17] review,week [14] scientific,publication [12] quality,peer [11] celebration,peerrevweek [11] peerrevweek,asked [11] asked,editors [11] editors,share [11] share,thoughts [11] thoughts,advice Top Word Pairs in Tweet in G8:
[100] peer,review [77] sccm,#peerreview [72] #peerreview,#peerreviewweek [62] #critcaremed,sccm [42] hard,work [41] review,process [37] review,week [34] critcaremed,celebrating [28] celebrating,hard [26] editorial,board Top Word Pairs in Tweet in G9:
[37] find,more [34] dorothy,hodgkin [34] hodgkin,earliest [34] earliest,female [34] female,referees [34] referees,royalsociety [34] royalsociety,find [34] more,women [34] women,history [34] history,#peerreview Top Word Pairs in Tweet in G10:
[12] ask,anything [11] joined,peercommunityin [11] peercommunityin,#genomics [11] #preprint,#openscience [11] #openscience,#peerreview [11] #peerreview,#preregistration [8] under,banner [8] banner,peerrevweek [8] come,ask [8] #peerreview,#pci Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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