The graph represents a network of 4,120 Twitter users whose recent tweets contained "#neuroscience", 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 September 2021 at 04:11 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 57-minute period from Thursday, 26 August 2021 at 02:38 UTC to Friday, 03 September 2021 at 02:35 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 : 4120
Unique Edges : 8911
Edges With Duplicates : 8876
Total Edges : 17787
Number of Edge Types : 5
Retweet : 3669
MentionsInRetweet : 10480
Mentions : 2202
Tweet : 1326
Replies to : 110
Self-Loops : 1430
Reciprocated Vertex Pair Ratio : 0.0567612687813022
Reciprocated Edge Ratio : 0.107424960505529
Connected Components : 656
Single-Vertex Connected Components : 329
Maximum Vertices in a Connected Component : 2455
Maximum Edges in a Connected Component : 15288
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.375601
Graph Density : 0.000596808066808562
Modularity : 0.477939
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 4,120 Twitter users whose recent tweets contained "#neuroscience", 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 September 2021 at 04:11 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 57-minute period from Thursday, 26 August 2021 at 02:38 UTC to Friday, 03 September 2021 at 02:35 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #neuroscience
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[693] #neuroscience,#science [417] whiteheartvic,andi_staub [203] #brain,#neuroscience [197] andi_staub,tlloydjones [195] #psychology,#neuroscience [181] #neurology,#neuroscience [161] ايدا,المدمر [153] #neuroscience,bimedotcom [140] bimedotcom,nicochan33 [140] #neuroscience,#research Top Word Pairs in Tweet in G1:
[583] #neuroscience,#science [137] #psychology,#neuroscience [66] robin,dunbar [63] #alzheimers,#neuroscience [54] researchers,report [47] alzheimer's,disease [46] brain,cells [42] researchers,identified [39] symptoms,depression [38] #neurology,#neuroscience Top Word Pairs in Tweet in G2:
[417] whiteheartvic,andi_staub [197] andi_staub,tlloydjones [153] #neuroscience,bimedotcom [140] bimedotcom,nicochan33 [116] deeplearn007,analytics_699 [114] nicochan33,tlloydjones [112] analytics_699,deeplearn007 [94] bimedotcom,analytics_699 [85] ianljones98,whiteheartvic [80] tlloydjones,gerald_bader Top Word Pairs in Tweet in G3:
[18] #neurology,#neuroscience [15] #neuroscience,#brain [15] #neuroscience,#neurology [15] #neuroscience,#science [12] #brain,#neuroscience [11] #science,#neuroscience [9] #psychology,#neuroscience [7] #neuroscience,#research [6] contact,91 [6] #neuro,#neuroscience Top Word Pairs in Tweet in G4:
[38] #ageing,#neuroscience [21] #neurology,#neuroscience [19] #neuroscience,#science [16] alzheimer's,disease [14] blood,brain [14] brain,barrier [14] cognitive,impairment [14] et,al [13] #science,#neuroscience [13] #neuroscience,#brain Top Word Pairs in Tweet in G5:
[22] #neurology,#neuroscience [21] #neuroscience,#neurotwitter [20] #neuroscience,#scicomm [15] #scicomm,#neuroscience [12] alzheimer's,disease [10] microglial,calhm2 [10] calhm2,regulates [10] regulates,#neuroinflammation [10] #neuroinflammation,contributes [10] contributes,#alzheimers Top Word Pairs in Tweet in G6:
[20] available,apply [18] register,falan [18] check,volunteer [18] volunteer,share [18] share,opportunity [18] opportunity,abrcms [18] abrcms,1st [18] 1st,conference [18] conference,undergrad [18] undergrad,gt Top Word Pairs in Tweet in G7:
[66] job,posting [66] posting,seeking [66] seeking,staff [66] staff,mri [66] mri,physicist [66] physicist,douglasresearch [66] douglasresearch,cerebral [66] cerebral,imaging [66] imaging,centre [66] centre,excellent Top Word Pairs in Tweet in G8:
[32] brainworldmag,#brainworldmag [32] #brainworldmag,#neuroscience [32] #neuroscience,#consciousness [28] extra,brain [28] brain,mass [14] neuroscientists,struggled [14] struggled,explain [14] explain,extra [14] mass,accomplishes [14] accomplishes,best Top Word Pairs in Tweet in G9:
[51] high,speed [50] paper,high [50] speed,cortex [50] cortex,wide [50] wide,volumetric [50] volumetric,recording [50] recording,neuroactivity [50] neuroactivity,cellular [50] cellular,resolution [50] resolution,light Top Word Pairs in Tweet in G10:
[15] #psychology,#psychiatry [15] artificial,intelligence [13] universitas,ψ [13] ψ,psychology [13] psychology,2021 [13] 2021,daily [13] daily,digital [13] digital,journal [13] journal,1994 [13] 1994,curated Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: