The graph represents a network of 973 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 18,000 tweets. The network was obtained from Twitter on Monday, 16 September 2019 at 13:36 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 59-minute period from Saturday, 07 September 2019 at 03:30 UTC to Monday, 16 September 2019 at 13:29 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 : 973
Unique Edges : 1610
Edges With Duplicates : 440
Total Edges : 2050
Self-Loops : 238
Reciprocated Vertex Pair Ratio : 0.0480519480519481
Reciprocated Edge Ratio : 0.0916976456009913
Connected Components : 164
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 513
Maximum Edges in a Connected Component : 1383
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.108808
Graph Density : 0.00170657125093576
Modularity : 0.666473
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[212] peer,review [61] #peerrevwk19,#qualityinpeerreview [55] #ecrchat,#phdchat [48] open,#peerreview [43] #academicchatter,#ecrchat [39] #phdchat,#academictwitter [38] https,t [38] t,co [35] year's,theme [35] #academictwitter,#ecrchat Top Word Pairs in Tweet in G1:
[11] peer,review [10] open,#peerreview [10] jamesheathers,maria_kowalczuk [10] integrity,controversies [8] protohedgehog,cmplxtv_studies [8] cmplxtv_studies,pcmasuzzo [8] pcmasuzzo,etothczifra [6] reviewer,2 [6] reddit,#ama [6] controversies,#peerreview Top Word Pairs in Tweet in G2:
[40] #ecrchat,#phdchat [36] peer,review [34] #peerrevwk19,#qualityinpeerreview [34] #academicchatter,#ecrchat [31] year's,theme [30] open,#peerreview [27] types,#peerreview [25] quick,look [23] #qualityinpeerreview,#academicchatter [22] #peerrevwk19,here Top Word Pairs in Tweet in G3:
[42] peer,review [26] diversity,pledge [26] pledge,aims [26] aims,increase [26] increase,inclusion [26] inclusion,diversity [26] diversity,publishing [26] publishing,#womeninmedicine [26] #womeninmedicine,#womeningh [26] #womeningh,interested Top Word Pairs in Tweet in G4:
[21] peer,review [11] review,week [10] https,t [10] t,co [9] #peerrevwk19,#qualityinpeerreview [6] evidence,based [6] based,reporting [6] week,2019 [5] #peerreview,process [5] want,start Top Word Pairs in Tweet in G5:
[8] #peerreview,process [7] #peerrevwk19,#qualityinpeerreview [7] peer,review [6] research,outputs [6] 2009,conducted [6] conducted,broad [6] broad,survey [6] survey,authors [6] authors,reviewers [6] reviewers,along Top Word Pairs in Tweet in G6:
[25] new,editorial [25] editorial,success [25] success,reviewer [25] reviewer,equity [25] equity,policy [25] policy,jgenphysiol [25] jgenphysiol,increase [25] increase,representation [25] representation,women [25] women,peer Top Word Pairs in Tweet in G7:
[29] #reviewer,comments [29] #meded,#peerreview [28] addressing,#reviewer [17] resubmission,learn [11] moving,revisions [11] revisions,needed [11] needed,resubmission [11] here,#meded [10] need,help [10] help,moving Top Word Pairs in Tweet in G8:
[20] getting,#peerreview [20] #peerreview,editorial [20] editorial,contains [20] contains,pretty [20] pretty,useful [20] useful,tips [20] tips,#phdchat [20] #phdchat,#academictwitter [20] #academictwitter,#ecrchat [2] super,interesting Top Word Pairs in Tweet in G9:
[7] 1,2 [7] 2,new [7] new,#preprint [7] #preprint,#peerreview [4] #peerreview,recommended [4] biorxiv,#openscience [3] #peerreview,pci_ecology [3] pci_ecology,lefort [3] lefort,et [3] et,krisdescovich Top Word Pairs in Tweet in G10:
[12] peer,review [11] #scholcomm,#scicomm [8] cabellspublish,#peerreview [7] #peerreview,#peerreviewweek [6] #scicomm,#journals [5] scholarlykitchn,#peerreview [5] #peerreviewweek,#scholcomm [4] without,peer [4] cabells',slinacre [4] slinacre,assesses Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: