The graph represents a network of 4,734 Twitter users whose tweets in the requested range contained "bioinformatics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 October 2022 at 22:52 UTC.
The requested start date was Saturday, 15 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 5-hour, 6-minute period from Friday, 07 October 2022 at 18:31 UTC to Friday, 14 October 2022 at 23:37 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 : 4734
Unique Edges : 3298
Edges With Duplicates : 12985
Total Edges : 16283
Number of Edge Types : 5
MentionsInRetweet : 7783
Mentions : 1159
Retweet : 5903
Tweet : 1266
Replies to : 172
Self-Loops : 1336
Reciprocated Vertex Pair Ratio : 0.0254179692809569
Reciprocated Edge Ratio : 0.049575821845175
Connected Components : 420
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 3652
Maximum Edges in a Connected Component : 14729
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.36494
Graph Density : 0.000336695197389345
Modularity : 0.391909
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 4,734 Twitter users whose tweets in the requested range contained "bioinformatics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 October 2022 at 22:52 UTC.
The requested start date was Saturday, 15 October 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 5-hour, 6-minute period from Friday, 07 October 2022 at 18:31 UTC to Friday, 14 October 2022 at 23:37 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 : GraphServerTwitterSearch
Graph Term : bioinformatics
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:
[386] genomics,bioinformatics [299] genetics,genomics [285] associate,plant [285] plant,genetics [285] looking,postdoctoral [284] bioinformatics,anyone [283] postdoctoral,associate [282] please,lab [282] lab,looking [281] anyone,interes Top Word Pairs in Tweet in G1:
[125] #bioit,#bioinformatics [125] seqcomplete,#bioit [115] computational,biology [114] national,laboratory [111] frederick,national [72] deep,learning [67] #research,#bioinformatics [63] #bioinformatics,#research [59] machine,learning [47] bethesda,md Top Word Pairs in Tweet in G2:
[260] genetics,genomics [259] genomics,bioinformatics [253] associate,plant [253] plant,genetics [253] looking,postdoctoral [253] bioinformatics,anyone [253] lab,looking [253] please,lab [253] postdoctoral,associate [252] anyone,interes Top Word Pairs in Tweet in G3:
[33] state,dynamics [33] chromatin,state [30] computational,biology [30] plos,computational [27] computational,tools [26] manually,curated [26] cell,interactions [26] interactions,human [26] human,bioinformatics [26] citedb,manually Top Word Pairs in Tweet in G4:
[126] exciting,looking [126] looking,postdoc [126] twitter,send [126] positions,way [126] send,exciting [126] way,usda [126] job,work [126] usda,job [126] postdoc,positions [126] work,unfortunately Top Word Pairs in Tweet in G5:
[16] homework,assignment [16] physics,archaeology [16] class,homework [16] assignment,exam [16] help,applied [16] applied,physics [16] online,class [16] archaeology,architecture [16] expert,help [16] offer,online Top Word Pairs in Tweet in G6:
[143] #bioit,#bioinformatics [85] consuming,started [85] figures,challenging [85] aesthetic,figures [85] challenging,time [85] time,consuming [83] #python,package [83] package,facilitate [83] started,#python [82] plotting,aesthetic Top Word Pairs in Tweet in G7:
[71] article,discussing [71] applications,microbiome [71] learning,applications [71] research,ismejournal [71] machine,learning [71] ismejournal,review [71] microbiome,research [71] learning,deep [71] deep,learning [71] review,article Top Word Pairs in Tweet in G8:
[74] gtdb,tk [67] tk,v2 [59] v2,manuscript [45] aaronmussig,philhugenholtz [45] pachaumeil,aaronmussig [42] happy,announce [38] announce,gtdb [38] manuscript,pachaumeil [37] donovan_parks,happy [37] philhugenholtz,oxfo Top Word Pairs in Tweet in G9:
[59] using,#rstats' [59] thanks,yuehua [59] biometrics_ibs,thanks [59] #dataintegration,using [59] #rstats',appeared [59] review,'#multivariate [59] yuehua,cui [59] '#multivariate,#dataintegration [59] lovely,review [59] appeared,biometrics_ibs Top Word Pairs in Tweet in G10:
[59] análisis,bioinformáticos [59] datos,secuenciación [59] aprender,análisis [59] manda,solicitud [59] secuenciación,manda [59] solicitud,curso [59] bioinformáticos,datos [59] quieres,aprender [58] curso,#nextgenerationsequ [58] daniela_oaks,quieres Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: