The graph represents a network of 5,003 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, 10 December 2022 at 23:51 UTC.
The requested start date was Saturday, 10 December 2022 at 01:01 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 8-day, 0-hour, 13-minute period from Friday, 02 December 2022 at 00:29 UTC to Saturday, 10 December 2022 at 00:43 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 : 5003
Unique Edges : 2360
Edges With Duplicates : 12710
Total Edges : 15070
Number of Edge Types : 5
Retweet : 5826
MentionsInRetweet : 6934
Tweet : 1361
Mentions : 801
Replies to : 148
Self-Loops : 1409
Reciprocated Vertex Pair Ratio : 0.0169984686064319
Reciprocated Edge Ratio : 0.0334287004969131
Connected Components : 465
Single-Vertex Connected Components : 270
Maximum Vertices in a Connected Component : 4069
Maximum Edges in a Connected Component : 13883
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.976232
Graph Density : 0.000265374561748357
Modularity : 0.38864
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,003 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, 10 December 2022 at 23:51 UTC.
The requested start date was Saturday, 10 December 2022 at 01:01 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 8-day, 0-hour, 13-minute period from Friday, 02 December 2022 at 00:29 UTC to Saturday, 10 December 2022 at 00:43 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:
[1232] crash,course [1229] course,biologists [1181] pdf,epub [1180] epub,paid [1180] cover,colour [1180] release,crash [1180] link,free [1180] public,release [1180] first,public [1180] paid,kindle Top Word Pairs in Tweet in G1:
[1097] course,biologists [1097] crash,course [1062] pdf,epub [1061] link,free [1061] first,public [1061] cover,colour [1061] biologists,link [1061] kindle,hard [1061] public,release [1061] release,crash Top Word Pairs in Tweet in G2:
[275] #bioit,#bioinformatics [130] seqcomplete,#bioit [92] national,laboratory [83] frederick,national [64] #bioinformatics,comment [62] machine,learning [48] nature,communications [46] daily,digest [46] computational,biology [46] biodecoded,daily Top Word Pairs in Tweet in G3:
[189] single,cell [92] cell,spatial [90] ligand,receptor [89] truly,single [89] tool,analyze [89] spatial,transcriptomic [89] receptor,connectivity [89] connectivity,single [89] data,truly [89] analyze,ligand Top Word Pairs in Tweet in G4:
[12] #newyork,ny [10] rockefeller,university [10] bioinformatics,scientist [9] computational,biology [8] #biotech,#jobs [7] san,diego [7] bioinformatics,data [7] bioinformatics,analysis [7] research,associate [6] associate,bioinformatics Top Word Pairs in Tweet in G5:
[114] marine,ecology [114] opportunity,bioinformatics [114] vertebrates,polar [114] polar,systems [114] bioinformatics,marine [114] monitoring,vertebrates [114] edna,monitoring [114] ecology,edna [114] phd,opportunity [88] systems,exetermarine Top Word Pairs in Tweet in G6:
[109] key,messages [109] #chatgpt,prompts [109] prompts,nothing [109] nothing,worry [109] curated,key [109] keep,interesting [109] worry,curated [109] interesting,#chatgpt [108] simocristea,keep [6] hard,cover Top Word Pairs in Tweet in G7:
[54] position,work [54] work,woolly [54] woolly,mammoth [54] #palaeogenomics,naturhistoriska [54] looking,#postdoc [54] year,position [54] mammoth,#palaeogenomics [54] #postdoc,year [53] indianadiez,looking [53] naturhistoriska,cpgsthl Top Word Pairs in Tweet in G8:
[21] published,bioinformatics [21] abacbs,ardc_au [21] pharokka,published [21] share,pharokka [21] bioinformatics,pharokka [21] very,excited [21] excited,share [20] gb13faithless,very [14] outstanding,bioinformatics [13] inaugural,torstenseemann Top Word Pairs in Tweet in G9:
[39] fully,funded [37] amplify,recruitment [37] offer,fully [37] call,offer [37] followers,hope [37] more,1000 [37] help,amplify [37] 1000,followers [37] hope,help [37] recruitment,call Top Word Pairs in Tweet in G10:
[50] occurrence,networks [50] networks,soil [50] microbial,assembly [50] soil,root [50] processes,co [50] assembly,processes [50] co,occurrence [43] root,continuum [43] along,environmental [43] differential,microbial Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G8:
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: