The graph represents a network of 971 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, 16 September 2019 at 13:31 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 55-minute period from Saturday, 07 September 2019 at 03:30 UTC to Monday, 16 September 2019 at 13:26 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 : 971
Unique Edges : 1600
Edges With Duplicates : 438
Total Edges : 2038
Number of Edge Types : 4
Mentions : 1131
Retweet : 618
Tweet : 223
Replies to : 66
Self-Loops : 237
Reciprocated Vertex Pair Ratio : 0.0470280862181581
Reciprocated Edge Ratio : 0.0898315658140986
Connected Components : 164
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 512
Maximum Edges in a Connected Component : 1374
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.107396
Graph Density : 0.00170193338783484
Modularity : 0.668047
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[212] peer,review [60] #peerrevwk19,#qualityinpeerreview [55] #ecrchat,#phdchat [48] open,#peerreview [43] #academicchatter,#ecrchat [39] #phdchat,#academictwitter [35] year's,theme [35] #academictwitter,#ecrchat [33] sign,up [32] types,#peerreview Top Word Pairs in Tweet in G1:
[11] peer,review [10] open,#peerreview [10] jamesheathers,maria_kowalczuk [8] protohedgehog,cmplxtv_studies [8] cmplxtv_studies,pcmasuzzo [8] pcmasuzzo,etothczifra [6] reddit,#ama [6] integrity,amp [6] amp,controversies [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:
[21] peer,review [11] review,week [9] #peerrevwk19,#qualityinpeerreview [6] evidence,based [6] based,reporting [6] week,2019 [5] #peerreview,process [5] want,start [5] start,peer [5] 2019,thanking Top Word Pairs in Tweet in G4:
[41] peer,review [14] efforts,include [14] include,early [14] early,career [14] career,researchers [14] researchers,#peerreview [14] #peerreview,continue [14] continue,publons [14] publons,academy [14] academy,co Top Word Pairs in Tweet in G5:
[27] diversity,pledge [27] pledge,aims [27] aims,increase [27] increase,inclusion [27] inclusion,amp [27] amp,diversity [27] diversity,publishing [27] publishing,#womeninmedicine [27] #womeninmedicine,#womeningh [27] #womeningh,interested Top Word Pairs in Tweet in G6:
[7] #peerreview,process [7] peer,review [6] 2009,conducted [6] conducted,broad [6] broad,survey [6] survey,authors [6] authors,reviewers [6] reviewers,along [6] along,partner [6] partner,senseaboutsci Top Word Pairs in Tweet in G7:
[25] new,editorial [25] editorial,success [25] success,reviewer [25] reviewer,equity [25] equity,policy [25] policy,jgenphysiol [25] jgenphysiol,amp [25] amp,increase [25] increase,representation [25] representation,women Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[9] #preprint,#peerreview [7] new,#preprint [7] et,al [4] #peerreview,amp [4] amp,recommended [4] biorxiv,#openscience [3] #peerreview,pci_ecology [3] pci_ecology,lefort [3] lefort,et [3] al,krisdescovich 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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