The graph represents a network of 2,211 Twitter users whose recent tweets contained "#Bioinformatics", 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 Tuesday, 22 June 2021 at 04:29 UTC.
The tweets in the network were tweeted over the 8-day, 13-hour, 9-minute period from Sunday, 13 June 2021 at 14:38 UTC to Tuesday, 22 June 2021 at 03:48 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 : 2211
Unique Edges : 6087
Edges With Duplicates : 3112
Total Edges : 9199
Number of Edge Types : 5
MentionsInRetweet : 3844
Mentions : 612
Retweet : 3997
Tweet : 702
Replies to : 44
Self-Loops : 730
Reciprocated Vertex Pair Ratio : 0.0198382420265527
Reciprocated Edge Ratio : 0.0389046835253629
Connected Components : 40
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 2096
Maximum Edges in a Connected Component : 9043
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.342778
Graph Density : 0.00136769873380936
Modularity : 0.524495
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,211 Twitter users whose recent tweets contained "#Bioinformatics", 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 Tuesday, 22 June 2021 at 04:29 UTC.
The tweets in the network were tweeted over the 8-day, 13-hour, 9-minute period from Sunday, 13 June 2021 at 14:38 UTC to Tuesday, 22 June 2021 at 03:48 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 : #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:
[522] #100daysofcode,#python [357] #genomics,#bioinformatics [280] #python,#bioinformatics [274] #bioit,#bioinformatics [238] #scicomm,#100daysofcode [231] #womeninstem,#openscience [224] #datascience,#100daysofcode [208] #openscience,#stem [196] #medtwitterai,#scicomm [191] machine,learning Top Word Pairs in Tweet in G1:
[129] #bioit,#bioinformatics [75] #genomics,#bioinformatics [56] #bioinformatics,#genomics [41] #tweeted,story [41] story,#bioinformatics [33] single,cell [32] register,#bioinformatics [29] #bioinformatics,comment [28] rna,seq [27] #machinelearning,#bioinformatics Top Word Pairs in Tweet in G2:
[471] #100daysofcode,#python [238] #python,#bioinformatics [216] #scicomm,#100daysofcode [213] #womeninstem,#openscience [202] #datascience,#100daysofcode [193] #openscience,#stem [175] #medtwitterai,#scicomm [174] #bioinformatics,#globalhealth [173] #machinelearning,#womeninstem [154] #globalhealth,#machinelearning Top Word Pairs in Tweet in G3:
[39] june,2021 [34] analysis,interpretation [33] join,structural [33] structural,#bioinformatics [33] #bioinformatics,course [33] course,explore [33] explore,bioinformatics [33] bioinformatics,data [33] data,resources [33] resources,tools Top Word Pairs in Tweet in G4:
[23] #bioinformatics,#genomics [22] #genomics,#bioinformatics [22] #machinelearning,#bioinformatics [16] machine,learning [16] interested,semantic [16] semantic,#datascience [16] #datascience,#biodiversity [16] #biodiversity,#climatechange [16] #climatechange,phd [16] phd,candidate Top Word Pairs in Tweet in G5:
[73] thrilled,share [73] share,#bioinformatics [73] #bioinformatics,work [73] work,led [73] led,bf_miller_ [73] bf_miller_,team [73] team,deconvolve [73] deconvolve,multicellular [73] multicellular,pixel [73] pixel,resolution Top Word Pairs in Tweet in G6:
[31] design,genomics [31] genomics,#bioinformatics [31] #bioinformatics,training [31] training,starts [31] starts,21 [31] 21,june [27] machine,learning [18] #genomics,#bioinformatics [18] #trainthetrainer,design [18] june,#fltttgenomics Top Word Pairs in Tweet in G7:
[72] #genomics,#bioinformatics [62] deposit,accession [62] accession,bacteria [62] bacteria,virus [62] virus,fungi [62] fungi,collection [62] collection,atcc [62] atcc,genome [62] genome,sequencing [62] sequencing,assembly Top Word Pairs in Tweet in G8:
[39] struggling,choose [39] choose,virus [39] virus,id [39] id,tools [39] tools,trust [39] trust,taxonomy [39] taxonomy,study [39] study,#virus [39] #virus,#phage [39] #phage,amgs Top Word Pairs in Tweet in G9:
[28] computational,method [26] data,method [26] method,help [19] researchers,developed [18] #bioinformatics,scientists [18] biodecoded,daily [18] daily,digest [18] digest,june [17] scientists,designed [17] designed,computational Top Word Pairs in Tweet in G10:
[24] #,# [23] #computational,biology [23] biology,#bioinformatics [21] 2021,00 [21] 00,00 [21] 00,ist [12] join,#webinar [12] #webinar,dbtindia's [12] dbtindia's,ai [12] ai,nipgrsocial 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 G4:
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: