The graph represents a network of 4,479 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 December 2022 at 23:54 UTC.
The requested start date was Saturday, 03 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, 13-hour, 59-minute period from Thursday, 24 November 2022 at 10:47 UTC to Saturday, 03 December 2022 at 00:46 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 : 4479
Unique Edges : 3155
Edges With Duplicates : 12543
Total Edges : 15698
Number of Edge Types : 5
Retweet : 5601
MentionsInRetweet : 7297
Tweet : 1523
Replies to : 177
Mentions : 1100
Self-Loops : 1615
Reciprocated Vertex Pair Ratio : 0.0221959159514649
Reciprocated Edge Ratio : 0.0434279096699479
Connected Components : 455
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 3493
Maximum Edges in a Connected Component : 14446
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.271567
Graph Density : 0.000344419060075
Modularity : 0.382498
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,479 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 December 2022 at 23:54 UTC.
The requested start date was Saturday, 03 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, 13-hour, 59-minute period from Thursday, 24 November 2022 at 10:47 UTC to Saturday, 03 December 2022 at 00:46 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:
[315] #bioit,#bioinformatics [181] machine,learning [161] deep,learning [149] seqcomplete,#bioit [147] national,laboratory [135] frederick,national [121] #bioinformatics,#genomics [113] single,cell [107] biology,bioinformatics [92] genomics,bioinformatics Top Word Pairs in Tweet in G1:
[147] national,laboratory [146] #bioit,#bioinformatics [146] seqcomplete,#bioit [135] frederick,national [50] machine,learning [48] #bioinformatics,#genomics [45] cancer,research [39] make,difference [39] desire,help [39] employees,share Top Word Pairs in Tweet in G2:
[81] #openscience,#datascience [64] molecular,biology [62] bioinformatics,education [62] biology,bioinformatics [62] integrating,molecular [61] #bioinformatics,#openscience [58] #retweet,#openscience [57] #datascience,#100daysofcode [55] #bioinformatics,#genomics [42] structure,determined Top Word Pairs in Tweet in G3:
[74] deep,learning [70] arrived,#bioinformatics [70] omics,arrived [70] aws,omics [69] nilshomer,aws [43] learning,framework [39] daily,digest [39] biodecoded,daily [37] single,cell [37] digest,november Top Word Pairs in Tweet in G4:
[39] dna,#viruses [39] large,dna [39] #postdoc,position [39] #viruses,mainly [39] lab,study [32] #ecology,large [32] #evolution,#ecology [32] social,#postdoc [32] position,lab [32] study,#evolution Top Word Pairs in Tweet in G5:
[10] bioinformatics,analysis [8] computational,biology [8] #newyork,ny [8] rockefeller,university [7] bioinformatics,scientist [7] deep,learning [6] biology,bioinformatics [6] machine,learning [5] systems,biology [5] bioinformatics,software Top Word Pairs in Tweet in G6:
[58] principles,designed [58] article,presents [58] effective,data [58] designed,improve [58] principles,effective [58] visualization,article [58] sequential,principles [58] presents,sequential [58] data,visualization [57] verukita1,principles Top Word Pairs in Tweet in G7:
[169] #bioit,#bioinformatics [48] member,states [48] covid,19 [48] #bioinformatics,comment [46] beyond,covid [43] pathogen,genomics [43] 50,member [43] genomics,bioinformatics [41] africapgi,symposium [40] africacdc,africapgi Top Word Pairs in Tweet in G8:
[27] pangenome,graphs [22] excited,announce [21] super,excited [21] mscactions,bioinformatics [21] site,longtreceu [21] announce,launch [21] longtreceu,mscactions [21] official,site [21] launch,official [21] bioinformatics,methods Top Word Pairs in Tweet in G9:
[43] hiring,cohort [43] cohort,postdocs [25] spread,word [25] please,spread [24] early,next [24] next,year [24] year,more [24] involved,hiring [24] postdocs,start [24] project,involved Top Word Pairs in Tweet in G10:
[38] thesainsburylab,vacancy [28] open,space [28] applications,2023 [28] space,limited [28] participant,applications [28] 2023,open [28] limited,submit [28] intermediate,bioinformatics [28] postgwas,intermediate [28] bioinformatics,course 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 G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: