The graph represents a network of 4,880 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, 19 June 2021 at 22:28 UTC.
The requested start date was Saturday, 19 June 2021 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 8-day, 13-hour, 4-minute period from Thursday, 10 June 2021 at 10:45 UTC to Friday, 18 June 2021 at 23:49 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 : 4880
Unique Edges : 3999
Edges With Duplicates : 12669
Total Edges : 16668
Number of Edge Types : 5
Retweet : 5695
MentionsInRetweet : 7984
Tweet : 1348
Mentions : 1420
Replies to : 221
Self-Loops : 1425
Reciprocated Vertex Pair Ratio : 0.0266169474090266
Reciprocated Edge Ratio : 0.0518537074148297
Connected Components : 535
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 3557
Maximum Edges in a Connected Component : 14762
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.723063
Graph Density : 0.000335328053652489
Modularity : 0.412697
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,880 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, 19 June 2021 at 22:28 UTC.
The requested start date was Saturday, 19 June 2021 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 8-day, 13-hour, 4-minute period from Thursday, 10 June 2021 at 10:45 UTC to Friday, 18 June 2021 at 23:49 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:
[304] machine,learning [274] #bioit,#bioinformatics [241] lab,looking [197] phd,student [196] looking,phd [192] bioinformatics,work [176] background,bioinformatics [175] student,background [175] work,cihr_irsc [175] cihr_irsc,cancercarembfdn Top Word Pairs in Tweet in G1:
[274] #bioit,#bioinformatics [133] seqcomplete,#bioit [99] machine,learning [75] see,more [69] #bioinformatics,comment [66] top,#tweeted [66] #tweeted,story [66] story,#bioinformatics [58] single,cell [52] data,analysis Top Word Pairs in Tweet in G2:
[146] pandemic,preparedness [146] preparedness,response [130] machine,learning [82] artificial,intelligence [78] use,cases [77] leveraging,artificial [77] intelligence,pandemic [77] response,scoping [77] scoping,review [77] review,identify Top Word Pairs in Tweet in G3:
[45] bioinformatics,scientist [28] thermo,fisher [28] fisher,scientific [26] link,bio [22] #bayarea,#biotech [16] software,engineer [15] bioinformatics,analysis [14] bioinformatics,software [14] click,link [14] machine,learning Top Word Pairs in Tweet in G4:
[46] ebitraining,join [39] bioinformatics,data [33] join,structural [33] structural,#bioinformatics [33] #bioinformatics,course [33] course,explore [33] explore,bioinformatics [33] data,resources [33] resources,tools [32] tools,investig Top Word Pairs in Tweet in G5:
[163] lab,looking [161] looking,phd [161] phd,student [161] student,background [161] background,bioinformatics [161] bioinformatics,work [161] work,cihr_irsc [161] cihr_irsc,cancercarembfdn [161] cancercarembfdn,funded [160] ogilvietamra,lab Top Word Pairs in Tweet in G6:
[41] finally,added [41] added,introduction [41] introduction,scripting [41] scripting,#unix [41] #unix,section [41] section,happy [41] happy,belly [41] belly,bioinformatics [40] astrobiomike,finally [37] struggling,choose Top Word Pairs in Tweet in G7:
[28] bioinformatics,phd [28] phd,doc [28] doc,positions [28] positions,group [28] group,experimental [28] experimental,positions [28] positions,vasili [28] vasili,hauryliuk [28] hauryliuk,'s [28] 's,group Top Word Pairs in Tweet in G8:
[26] himelblog,uses [26] uses,cartooning [26] cartooning,skills [26] skills,capture [26] capture,efforts [26] efforts,learn [26] learn,code [26] code,hopes [26] hopes,resonate [24] natureportfolio,himelblog Top Word Pairs in Tweet in G9:
[16] design,develop [16] develop,modern [16] modern,tools [16] tools,data [16] data,intensive [16] intensive,biomedical [16] biomedical,research [16] research,committed [16] committed,responsible [16] responsible,data Top Word Pairs in Tweet in G10:
[12] data,science [11] bioinformatics,contest [11] qualification,round [11] started,today [9] contest,2021 [9] 2021,qualification [9] round,started [9] today,open [9] open,one [9] one,week Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: