The graph represents a network of 3,604 Twitter users whose recent tweets contained "bioinformatics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 23:45 UTC.
The tweets in the network were tweeted over the 3077-day, 23-hour, 37-minute period from Monday, 15 September 2014 at 01:21 UTC to Saturday, 18 February 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3604
Unique Edges : 2202
Edges With Duplicates : 9225
Total Edges : 11427
Number of Edge Types : 9
Retweet : 3871
MentionsInRetweet : 5035
Mentions : 768
Tweet : 911
Quote : 56
Replies to : 208
MentionsInReplyTo : 481
MentionsInQuote : 92
MentionsInQuoteReply : 5
Self-Loops : 1176
Reciprocated Vertex Pair Ratio : 0.0288808664259928
Reciprocated Edge Ratio : 0.056140350877193
Connected Components : 358
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 2604
Maximum Edges in a Connected Component : 9529
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.831898
Graph Density : 0.00037311674233736
Modularity : 0.40133
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,604 Twitter users whose recent tweets contained "bioinformatics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 23:45 UTC.
The tweets in the network were tweeted over the 3077-day, 23-hour, 37-minute period from Monday, 15 September 2014 at 01:21 UTC to Saturday, 18 February 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[327] bioinformatics,tool [318] #virus,#phage [318] #phage,bioinformatics [284] #medtwitter,#meded [190] fully,funded [181] treatments,#medtwitter [181] #bioit,#bioinformatics [169] line,treatments [159] need,#virus [159] tool,check Top Word Pairs in Tweet in G1:
[181] #bioit,#bioinformatics [87] seqcomplete,#bioit [74] national,laboratory [65] frederick,national [44] machine,learning [38] #datavisualization,#datascience [38] #bioinformatics,#datavisualization [36] #bioinformatics,comment [34] data,analysis [32] latest,rnomics Top Word Pairs in Tweet in G2:
[273] #medtwitter,#meded [173] treatments,#medtwitter [162] line,treatments [141] #meded,#medtwitter [121] #medtwitter,#pharmatwitter [118] dose,regimens [109] apothera,acute [94] first,line [92] acute,pancreatitis [85] #medtwitter,#idtwitter Top Word Pairs in Tweet in G3:
[296] #virus,#phage [296] bioinformatics,tool [296] #phage,bioinformatics [148] tool,check [148] check,google [148] tool,#virus [148] google,sheet [148] need,#virus [147] linsalrob,need [15] bioinformatics,workshop Top Word Pairs in Tweet in G4:
[28] assignment,help [11] bioinformatics,scientist [8] help,4p [8] homework,assignment [8] marketing,assignment [8] class,homework [8] 4p,marketing [8] assignment,exam [8] help,project [8] bioinformatics,analysis Top Word Pairs in Tweet in G5:
[124] led,flowering [124] lab,unil [124] positions,lab [124] investigate,variation [124] unil,investigate [124] #postdoc,#phd [124] open,#postdoc [124] sequences,led [124] regulatory,sequences [124] #phd,positions Top Word Pairs in Tweet in G6:
[140] genetics,evolution [140] students,fully [140] professors,recruiting [140] 197,professors [140] funded,msc [140] msc,phd [140] phd,biology [140] biology,genetics [140] contains,more [140] link,contains Top Word Pairs in Tweet in G7:
[92] phd,position [92] funded,phd [92] looking,molecular [91] molecular,adaptations [90] please,share [90] going,looking [90] share,widely [90] exciting,funded [90] position,going [90] widely,exciting Top Word Pairs in Tweet in G8:
[30] error,immunity [30] inborn,error [22] #ai,#artificialintelligence [22] #chatgptplus,#ai [22] #chatgpt,#chatgptplus [17] #artificialintelligence,#cmd [17] #cmd,#promptengineering [13] primary_immune,inborn [11] twin,developed [11] icelandic,family Top Word Pairs in Tweet in G9:
[62] computational,genomics [39] fully,funded [34] agristok,phd [33] université,québec [33] funded,positions [33] plant,bioinformatics [33] genomics,université [33] bioinformatics,computational [33] master,fully [33] phd,master Top Word Pairs in Tweet in G10:
[23] join,team [14] molecular,biology [14] technical,leader [14] biology,debugger [14] single,cell [13] cell,bioinformatics [13] debugger,technical [13] development,funded [13] consider,yourself [13] yourself,molecular Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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:
Top Mentioned in G8:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: