The graph represents a network of 5,117 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, 03 September 2022 at 22:49 UTC.
The requested start date was Saturday, 03 September 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 5-day, 15-hour, 59-minute period from Sunday, 28 August 2022 at 07:48 UTC to Friday, 02 September 2022 at 23:47 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 : 5117
Unique Edges : 2550
Edges With Duplicates : 13173
Total Edges : 15723
Number of Edge Types : 5
Retweet : 6118
MentionsInRetweet : 7509
Tweet : 1124
Mentions : 831
Replies to : 141
Self-Loops : 1235
Reciprocated Vertex Pair Ratio : 0.0158753066820609
Reciprocated Edge Ratio : 0.0312544395510726
Connected Components : 388
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 4235
Maximum Edges in a Connected Component : 14604
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.292908
Graph Density : 0.000268884032329953
Modularity : 0.401458
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,117 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, 03 September 2022 at 22:49 UTC.
The requested start date was Saturday, 03 September 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 5-day, 15-hour, 59-minute period from Sunday, 28 August 2022 at 07:48 UTC to Friday, 02 September 2022 at 23:47 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:
[566] open,source [383] gephi,wonderful [383] wonderful,open [383] source,software [383] software,allows [383] allows,visualize [383] visualize,explore [383] explore,kinds [383] kinds,graphs [383] graphs,networks Top Word Pairs in Tweet in G1:
[148] #bioit,#bioinformatics [146] #openscience,#datascience [118] speak,title [110] #bioinformatics,#genomics [100] genome,sequence [100] sequence,assembly [96] long,reads [89] pinebiotech,dr [78] data,science [73] #retweet,#openscience Top Word Pairs in Tweet in G2:
[246] #neuroscience,#neurotwitter [152] autonomic,nervous [152] nervous,system [151] source,cleveland [151] cleveland,clinic [151] clinic,#neuroscience [146] system,manages [146] manages,body [146] body,processes [146] processes,don Top Word Pairs in Tweet in G3:
[481] open,source [317] gephi,wonderful [317] wonderful,open [317] source,software [317] software,allows [317] allows,visualize [317] visualize,explore [317] explore,kinds [317] kinds,graphs [317] graphs,networks Top Word Pairs in Tweet in G4:
[358] #smaawarenessmonth,today's [358] today's,#smawarrior [358] #smawarrior,dr [358] dr,abhinandan [358] abhinandan,tamil [358] tamil,nadu [358] nadu,completed [358] completed,phd [358] phd,bioinformatics [358] bioinformatics,facing Top Word Pairs in Tweet in G5:
[245] fully,funded [146] link,contains [146] contains,197 [146] 197,professors [146] professors,recruiting [146] recruiting,students [146] students,fully [146] funded,msc [146] msc,ph [146] ph,biology Top Word Pairs in Tweet in G6:
[17] bioinformatics,analysis [10] bioinformatics,market [9] #biotech,#jobs [7] data,science [6] machine,learning [6] algorithms,bioinformatics [6] bioinformatics,16th [6] 16th,international [6] international,workshop [6] workshop,wabi Top Word Pairs in Tweet in G7:
[77] learn,bioinformatics [76] bioinformatics,top [76] top,tools [76] tools,elite [76] elite,bioinformatician [76] bioinformatician,uses [76] uses,single [76] single,day [75] biomickwatson,learn [27] fasta,format Top Word Pairs in Tweet in G8:
[19] data,provenance [16] analysis,data [15] comparative,analysis [15] provenance,113 [15] 113,bacterial [15] bacterial,genome [15] genome,assemblies [15] assemblies,asmicrobiology [15] asmicrobiology,mspherej [15] public,health Top Word Pairs in Tweet in G9:
[63] hiring,two [63] two,year [63] year,postdoctoral [63] postdoctoral,position [63] position,basic [63] basic,applied [63] applied,research [63] research,phage [63] phage,bacterial [63] bacterial,pathogen Top Word Pairs in Tweet in G10:
[70] one,liner [68] tangming2005,bioinformatics [68] bioinformatics,one [37] liner,day [30] blog,perform [30] perform,reference [30] reference,free [30] free,deconvolution [30] deconvolution,#spatialtranscriptomics [30] #spatialtranscriptomics,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: