The graph represents a network of 3,757 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 22:45 UTC.
The tweets in the network were tweeted over the 1586-day, 5-hour, 23-minute period from Monday, 12 November 2018 at 18:36 UTC to Friday, 17 March 2023 at 23:59 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 : 3757
Unique Edges : 2344
Edges With Duplicates : 9159
Total Edges : 11503
Number of Edge Types : 9
Retweet : 3573
MentionsInRetweet : 4829
Tweet : 1045
Mentions : 810
Replies to : 417
MentionsInReplyTo : 621
MentionsInQuote : 107
Quote : 84
MentionsInQuoteReply : 17
Self-Loops : 1402
Reciprocated Vertex Pair Ratio : 0.0303453783190258
Reciprocated Edge Ratio : 0.0589033133113738
Connected Components : 406
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 2790
Maximum Edges in a Connected Component : 9774
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.158764
Graph Density : 0.000365735469154773
Modularity : 0.41536
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,757 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 22:45 UTC.
The tweets in the network were tweeted over the 1586-day, 5-hour, 23-minute period from Monday, 12 November 2018 at 18:36 UTC to Friday, 17 March 2023 at 23:59 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:
[422] finally,approved [422] microbe,mineral [422] approved,hiring [422] soil,isotope [422] isotope,biogeochem [422] biogeochem,ref4214o [422] postdocs,soil [422] hiring,postdocs [422] ref4214o,microbe [422] mineral,interactions Top Word Pairs in Tweet in G1:
[190] #bioit,#bioinformatics [76] national,laboratory [66] seqcomplete,#bioit [62] frederick,national [56] #bioinformatics,comment [42] machine,learning [39] #bioinformatics,#ai [35] #genomics,#bioinformatics [34] biocode,offering [28] latest,rnomics Top Word Pairs in Tweet in G2:
[396] biogeochem,ref4214o [396] isotope,biogeochem [396] ref4214o,microbe [396] finally,approved [396] postdocs,soil [396] hiring,postdocs [396] approved,hiring [396] soil,isotope [396] microbe,mineral [396] mineral,interactions Top Word Pairs in Tweet in G3:
[94] assignment,help [27] online,class [26] homework,assignment [26] assignment,exam [24] offer,online [24] class,homework [23] expert,help [23] exam,expert [22] exam,help [19] help,online Top Word Pairs in Tweet in G4:
[42] ready,visualization [42] use,flexible [42] easy,use [42] flexible,tool [42] publication,ready [42] tool,publication [42] relationships,multiple [42] ngenomesyn,easy [42] syntenic,relationships [42] visualization,syntenic Top Word Pairs in Tweet in G5:
[63] #medtwitter,#bioinformatics [60] #medtwitter,#meded [54] #seizures,#idtwitter [51] dose,regimens [48] #idtwitter,#medtwitter [45] febrile,seizures [45] apothera,febrile [45] seizures,#seizures [44] #bioinformatics,#medstudent [43] iv,dose Top Word Pairs in Tweet in G6:
[31] jesse,bloom [31] sudhir,kumar's [30] market,origin [29] october,2019 [29] early,october [29] kumar's,group [26] taiwanese,cecc [25] december,2019 [25] september,early [21] single,point Top Word Pairs in Tweet in G7:
[32] 1st,april [32] bioinformatics,foundation [32] foundation,training [32] interested,plz [32] registration,open [32] 2023,registration [32] beginners,starting [32] training,beginners [32] open,interested [32] starting,1st Top Word Pairs in Tweet in G8:
[35] fully,funded [30] phd,position [24] role,structural [24] position,fully [24] university,vienna [24] structural,variation [24] bioinformatics,role [24] radiation,university [24] adaptive,radiation [24] funded,bioinformatics Top Word Pairs in Tweet in G9:
[50] choup,p_palagi [50] luck,choup [50] courses,#github [50] p_palagi,isbsib [50] #github,luck [50] #bioinformatics,courses [50] isbsib,created [50] looking,#bioinformatics [49] created,#gli [49] geertvangeest,looking Top Word Pairs in Tweet in G10:
[13] assembly,methods [13] alternative,splicing [13] downstream,rna [13] analysis,tools [13] single,cell [13] mechanisms,impact [13] sequencing,data [13] genome,assembly [13] suite,downstream [13] rna,splicing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: