The graph represents a network of 8,878 Twitter users whose recent tweets contained "#openaccess", 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 Friday, 03 May 2019 at 13:42 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 9-minute period from Thursday, 25 April 2019 at 11:23 UTC to Friday, 03 May 2019 at 12:32 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 : 9085
Unique Edges : 18281
Edges With Duplicates : 9672
Total Edges : 27953
Number of Edge Types : 4
Mentions : 18304
Replies to : 593
Retweet : 7103
Tweet : 1953
Self-Loops : 2058
Reciprocated Vertex Pair Ratio : 0.0411003945637878
Reciprocated Edge Ratio : 0.0789556795452153
Connected Components : 749
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 6295
Maximum Edges in a Connected Component : 22144
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.668121
Graph Density : 0.000230200268659878
Modularity : 0.619169
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[854] open,access [440] #openaccess,#openscience [430] new,#openaccess [334] #openaccess,paper [302] et,al [244] new,paper [232] check,out [210] find,out [204] read,here [202] special,issue Top Word Pairs in Tweet in G1:
[404] open,access [131] #openaccess,#openscience [98] são,paulo [97] paulo,statement [92] statement,open [90] social,sciences [87] read,more [72] humanities,social [70] #openscience,#openaccess [66] more,here Top Word Pairs in Tweet in G2:
[171] first,issue [159] now,live [159] live,featuring [146] issue,#lancetdigitalhealth [146] #lancetdigitalhealth,now [146] featuring,editorial [146] editorial,plus [146] plus,research [146] research,#hiv [146] #hiv,#diabetes Top Word Pairs in Tweet in G3:
[112] #fjnsoundbite,#openaccess [101] #openaccess,#predatory [98] open,access [83] et,al [58] new,#openaccess [51] al,2019 [38] #openaccess,#oabooks [37] #365papers,#openaccess [33] physical,review [33] #openaccess,#multidisciplinary Top Word Pairs in Tweet in G4:
[28] #filesfmlibrary,#openscience [28] #openscience,#openaccess [28] #openaccess,#crowdfunding [28] #crowdfunding,#blockchain [24] open,access [24] doi,10 [22] 10,1080 [8] #openaccess,#research [7] #openaccess,journals [7] #openaccess,article Top Word Pairs in Tweet in G5:
[60] eventually,more [60] more,dead [60] dead,people [60] people,facebook [60] facebook,alive [60] alive,bigdatasoc [60] bigdatasoc,#openaccess [60] #openaccess,cj_ohman [60] cj_ohman,david [60] david,watson Top Word Pairs in Tweet in G6:
[87] en,droit [70] en,#openaccess [53] #openaccess,#openscience [53] est,en [50] votre,thèse [50] thèse,été [50] été,soutenue [47] vous,êtes [47] êtes,docteur [47] docteur,en Top Word Pairs in Tweet in G7:
[163] #new,antibody [163] antibody,search [163] search,engine [163] engine,publication [163] publication,data [163] data,#free [163] #free,online [163] online,platform [163] platform,academic [163] academic,scientists Top Word Pairs in Tweet in G8:
[116] new,paper [112] visual,abstract [100] disparity,throughout [100] throughout,#mesozoic [100] #mesozoic,early [100] early,#cenozoic [95] here,new [95] paper,#fossil [95] #fossil,#mammal [95] #mammal,disparity Top Word Pairs in Tweet in G9:
[55] now,#openaccess [22] check,out [12] #openaccess,fbmh_uom [11] early,intervention [11] issue,chemsocrev [11] chemsocrev,features [11] features,especially [11] especially,#iypt2019 [11] #iypt2019,cover [11] cover,davin Top Word Pairs in Tweet in G10:
[36] research,learning [36] learning,technology [25] updated,ispd [25] ispd,#guidelines [25] #guidelines,creating [25] creating,maintaining [25] maintaining,optimal [25] optimal,peritoneal [25] peritoneal,dialysis [25] dialysis,access Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: