The graph represents a network of 4,720 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, 13 August 2022 at 22:50 UTC.
The requested start date was Saturday, 13 August 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 6-day, 1-hour, 53-minute period from Saturday, 06 August 2022 at 21:35 UTC to Friday, 12 August 2022 at 23:28 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 : 4720
Unique Edges : 2501
Edges With Duplicates : 13327
Total Edges : 15828
Number of Edge Types : 5
Retweet : 6217
MentionsInRetweet : 7621
Tweet : 1042
Mentions : 792
Replies to : 156
Self-Loops : 1135
Reciprocated Vertex Pair Ratio : 0.0146039238825786
Reciprocated Edge Ratio : 0.0287874382087816
Connected Components : 359
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 3939
Maximum Edges in a Connected Component : 14749
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.047015
Graph Density : 0.000308794954403583
Modularity : 0.379001
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 4,720 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, 13 August 2022 at 22:50 UTC.
The requested start date was Saturday, 13 August 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 6-day, 1-hour, 53-minute period from Saturday, 06 August 2022 at 21:35 UTC to Friday, 12 August 2022 at 23:28 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:
[827] open,access [475] statistics,research [475] research,students [475] students,2022 [475] 2022,open [475] access,resource [475] resource,self [475] self,tests [475] tests,illustrative [475] illustrative,examples Top Word Pairs in Tweet in G1:
[347] biology,bioinformatics [297] molecular,biology [293] integrating,molecular [293] bioinformatics,education [162] #openscience,#datascience [161] #bioinformatics,#genomics [157] #genomics,#bioinformatics [135] researchgenome,integrating [122] education,#bioinformatics [109] #retweet,#openscience Top Word Pairs in Tweet in G2:
[755] open,access [446] statistics,research [446] research,students [446] students,2022 [446] 2022,open [446] access,resource [446] resource,self [446] self,tests [446] tests,illustrative [446] illustrative,examples Top Word Pairs in Tweet in G3:
[438] #neuroscience,#neurotwitter [194] microscopicture,#neuroscience [157] electron,microscope [157] microscope,view [157] view,rods [157] rods,cones [157] cones,human [157] human,retina [157] retina,microscopicture [155] chrost_hugo,electron Top Word Pairs in Tweet in G4:
[136] writing,book [136] book,help [136] help,wet [136] wet,biologists [136] biologists,learn [136] learn,computation [136] computation,below [136] below,chapters [136] chapters,mind [135] tangming2005,writing Top Word Pairs in Tweet in G5:
[15] bioinformatics,analysis [11] bioinformatics,scientist [10] #biotech,#jobs [8] machine,learning [7] drug,discovery [7] bn,briefs [6] rockefeller,university [6] san,diego [6] diego,ca [6] ca,#biotech Top Word Pairs in Tweet in G6:
[65] genomics,bioinformatics [55] computational,biology [50] research,fellow [50] fellow,genomics [50] bioinformatics,computational [50] biology,plant [50] plant,microbial [50] microbial,genomes [50] genomes,national [48] agristok,research Top Word Pairs in Tweet in G7:
[32] dr,idowu [32] idowu,olawoye [31] celebrate,dr [31] olawoye,idowuolawoye [31] idowuolawoye,successfully [31] successfully,defending [31] defending,phd [31] phd,thesis [27] thesis,today [27] today,congratulations Top Word Pairs in Tweet in G8:
[40] interested,tenure [40] tenure,track [40] track,opportunity [40] opportunity,intersection [40] intersection,bioinformatics [40] bioinformatics,epigenetics [40] epigenetics,developmental [40] developmental,biology [29] preprint,minimizer [29] minimizer,anchored Top Word Pairs in Tweet in G9:
[16] data,science [15] biology,data [14] asking,advice [14] advice,behalf [14] behalf,stellar [14] stellar,scientist [14] scientist,anyone [14] anyone,chat [14] chat,graduating [14] graduating,phd Top Word Pairs in Tweet in G10:
[60] bioinformatics,research [60] research,associate [60] associate,team [60] team,cambridge [60] cambridge,uk [59] dcb40,bioinformatics [37] state,colorado [37] colorado,hiring [37] hiring,bioinformatics [37] bioinformatics,scientist Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: