The graph represents a network of 3,135 Twitter users whose recent tweets contained "#peerrevwk19", 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 10:21 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 28-minute period from Saturday, 14 September 2019 at 06:28 UTC to Monday, 23 September 2019 at 09:57 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 : 3139
Unique Edges : 6419
Edges With Duplicates : 5232
Total Edges : 11651
Number of Edge Types : 4
Replies to : 317
Mentions : 6408
Retweet : 4048
Tweet : 878
Self-Loops : 904
Reciprocated Vertex Pair Ratio : 0.0577678070667415
Reciprocated Edge Ratio : 0.109225874867444
Connected Components : 143
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 2837
Maximum Edges in a Connected Component : 11143
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.590481
Graph Density : 0.000765874173695471
Modularity : 0.468648
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2884] peer,review [1198] #peerrevwk19,#qualityinpeerreview [627] #qualityinpeerreview,#peerrevwk19 [601] peer,reviewers [547] review,week [440] quality,peer [327] #peerrevwk19,peerrevweek [308] #peerrevwk19,#peerreviewweek [255] peerrevweek,#peerrevwk19 [246] #peerreviewweek,#peerrevwk2019 Top Word Pairs in Tweet in G1:
[876] peer,review [472] #peerrevwk19,#qualityinpeerreview [337] #qualityinpeerreview,#peerrevwk19 [212] peer,reviewers [173] quality,peer [107] review,week [106] peer,reviewer [102] #peerrevwk19,#peerreview [86] review,process [71] #ecrchat,#phdchat Top Word Pairs in Tweet in G2:
[620] peer,review [342] #peerrevwk19,#qualityinpeerreview [233] #peerrevwk19,peerrevweek [173] peerrevweek,#peerrevwk19 [132] head,publishing [132] publishing,operations [111] #qualityinpeerreview,#peerrevwk19 [107] step,#qualityinpeerreview [105] quality,peer [105] operations,explain Top Word Pairs in Tweet in G3:
[219] peer,review [203] #peerrevwk19,#peerreviewweek [203] #peerreviewweek,#peerrevwk2019 [188] omg,omg [118] #peerrevwk2019,#peerreview [108] review,week [94] omg,peer [94] week,two [94] two,clumsily [94] clumsily,drawn Top Word Pairs in Tweet in G4:
[102] peer,review [57] #qualityinpeerreview,#peerrevwk19 [46] lmic,colleagues [45] sign,reviewer [44] diversity,pledge [44] pledge,aims [44] aims,increase [44] increase,inclusion [44] inclusion,amp [44] amp,diversity Top Word Pairs in Tweet in G5:
[98] having,article [98] article,rejected [98] rejected,journal [98] journal,happens [98] happens,researchers [98] researchers,point [98] point,career [98] career,question [98] question,next [98] next,find Top Word Pairs in Tweet in G6:
[75] knowing,review [75] review,research [75] research,paper [75] paper,key [75] key,skill [75] skill,many [75] many,scientists [75] scientists,always [75] always,one [75] one,taught Top Word Pairs in Tweet in G7:
[65] peer,review [39] find,more [35] dorothy,hodgkin [35] hodgkin,earliest [35] earliest,female [35] female,referees [35] referees,royalsociety [35] royalsociety,find [35] more,women [35] women,history Top Word Pairs in Tweet in G8:
[84] peer,review [45] #peerrevwk19,#qualityinpeerreview [28] review,week [21] #peerreview,#peerrevwk19 [15] quality,peer [15] #qualityinpeerreview,#betterpeerreview [14] week,2019 [14] #betterpeerreview,#publons [13] peer,reviewers [13] #publons,#sentinelsofscience Top Word Pairs in Tweet in G9:
[53] peer,review [43] experimental,results [29] #peerrevwk19,#qualityinpeerreview [28] #qualityinpeerreview,#cuppeerreview [23] #cuppeerreview,cambup_maths [21] #openaccess,#peerrevwk19 [20] cambup_maths,peerrevweek [20] dr,fiona [20] fiona,hutton [17] delighted,announce Top Word Pairs in Tweet in G10:
[53] peer,review [32] editor,prof [30] #peerrevwk19,discover [30] discover,transparent [30] transparent,open [30] open,peer [30] review,journal [30] journal,gigascience [30] gigascience,gigascience [30] gigascience,credits 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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Top Tweeters in G10: