The graph represents a network of 4,611 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, 24 December 2022 at 23:56 UTC.
The requested start date was Saturday, 24 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 7-day, 15-hour, 15-minute period from Friday, 16 December 2022 at 09:43 UTC to Saturday, 24 December 2022 at 00:58 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 : 4611
Unique Edges : 2158
Edges With Duplicates : 12805
Total Edges : 14963
Number of Edge Types : 5
Retweet : 5832
MentionsInRetweet : 6821
Replies to : 127
Mentions : 766
Tweet : 1417
Self-Loops : 1464
Reciprocated Vertex Pair Ratio : 0.0141696906860204
Reciprocated Edge Ratio : 0.0279434315897086
Connected Components : 431
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 3624
Maximum Edges in a Connected Component : 13624
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.500234
Graph Density : 0.000276101052326536
Modularity : 0.361873
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,611 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, 24 December 2022 at 23:56 UTC.
The requested start date was Saturday, 24 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 7-day, 15-hour, 15-minute period from Friday, 16 December 2022 at 09:43 UTC to Saturday, 24 December 2022 at 00:58 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:
[331] master's,degree [329] biology,biochemistry [328] degree,following [328] courses,microbiology [328] microbiology,biology [328] bachelor's,master's [328] following,courses [315] #bioit,#bioinformatics [305] anifel20,bachelor's [305] biochemistry,bioinfor Top Word Pairs in Tweet in G1:
[178] apothera,management [142] management,acute [126] #clinic,#clinical [104] #clinicalpearl,#clinical [102] #medtwitter,#clinicalpearl [101] diagnostic,criteria [101] criteria,management [101] kidney,injury [101] injury,#medtwitter [101] acute,kidney Top Word Pairs in Tweet in G2:
[151] #bioit,#bioinformatics [151] seqcomplete,#bioit [122] national,laboratory [113] frederick,national [108] check,video [45] #bioinformatics,comment [38] single,cell [36] cancer,research [33] make,difference [33] desire,help Top Word Pairs in Tweet in G3:
[303] following,courses [303] biology,biochemistry [303] degree,following [303] courses,microbiology [303] microbiology,biology [303] bachelor's,master's [303] master's,degree [302] biochemistry,bioinfor [302] anifel20,bachelor's [2] provided,qualifications Top Word Pairs in Tweet in G4:
[112] chrost_hugo,#neurotwitter [112] presents,effects [112] made,syntropystudio [112] syntropystudio,chrost_hugo [112] concussions,brain [112] effects,concussions [112] brain,cells [112] cells,made [112] video,presents [111] #neurotwitter,#b Top Word Pairs in Tweet in G5:
[12] bioinformatics,scientist [12] bioinformatics,analysis [10] #newyork,ny [9] way,analyze [9] data,bioinformatics [9] analyze,data [9] bioinformatics,#cloudcomputing [9] machine,learning [9] computational,biology [8] bioinformatics,practical Top Word Pairs in Tweet in G6:
[65] bioconductor,package [46] package,inference [46] inference,analysis [46] syntenet,bioconductor [46] synteny,networks [46] analysis,synteny [45] razoralign,syntenet [38] #chemistry,#bioinformatics [37] multi,omics [32] sequencing,data Top Word Pairs in Tweet in G7:
[81] heritage,site [81] site,2023 [81] unesco,world [81] world,heritage [81] 2023,course [81] genomics,bioinformatics [81] bioinformatics,unesco [81] course,applications [81] learn,genomics [80] guyleonard,learn Top Word Pairs in Tweet in G8:
[83] fasta,software [83] fasta,input [83] package,searching [83] input,file [83] dna,sequences [83] sequences,fasta [83] software,package [83] #bioinformatics,facts [83] searching,dna [83] fun,#bioinformatics Top Word Pairs in Tweet in G9:
[162] #bioit,#bioinformatics [48] #bioinformatics,comment [23] bioinformatics,genomics [21] genomics,symposium [17] see,more [15] #bioinformatics,answer [14] #bioinformatics,#bioit [14] genomics,bioinformatics [14] organized,scb_iec [13] symposium,organized Top Word Pairs in Tweet in G10:
[95] tool,help [95] source,tool [95] complete,sense [95] give,more [95] open,source [95] help,find [95] gecko,open [95] papers,research [95] research,give [95] find,relevant Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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:
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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: