The graph represents a network of 4,231 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, 27 August 2022 at 22:50 UTC.
The requested start date was Saturday, 27 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 4-day, 18-hour, 26-minute period from Monday, 22 August 2022 at 05:31 UTC to Friday, 26 August 2022 at 23:57 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 : 4231
Unique Edges : 2767
Edges With Duplicates : 13182
Total Edges : 15949
Number of Edge Types : 5
Mentions : 740
Retweet : 6165
MentionsInRetweet : 7820
Tweet : 1072
Replies to : 152
Self-Loops : 1219
Reciprocated Vertex Pair Ratio : 0.0179358565131479
Reciprocated Edge Ratio : 0.0352396595490518
Connected Components : 355
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 3301
Maximum Edges in a Connected Component : 14585
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.358424
Graph Density : 0.000374194074692423
Modularity : 0.36885
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,231 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, 27 August 2022 at 22:50 UTC.
The requested start date was Saturday, 27 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 4-day, 18-hour, 26-minute period from Monday, 22 August 2022 at 05:31 UTC to Friday, 26 August 2022 at 23:57 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:
[336] #neuroscience,#neurotwitter [317] genome,sequence [317] sequence,assembly [312] #openscience,#datascience [308] #neurotwitter,#neurology [300] long,reads [278] fully,funded [275] #genomics,#bioinformatics [274] #neurology,#science [273] plant,genome Top Word Pairs in Tweet in G1:
[93] genome,sequence [93] sequence,assembly [88] long,reads [82] plant,genome [81] bioinformatics,workshop [79] assembly,long [76] #bioit,#bioinformatics [75] reads,progress [75] progress,challenges [75] challenges,future Top Word Pairs in Tweet in G2:
[286] #neuroscience,#neurotwitter [265] #neurotwitter,#neurology [234] #neurology,#science [99] ogdukeneurosurg,#neuroscience [91] #science,#sciencetwitter [74] impact,stress [74] stress,brain [74] brain,sciam [74] sciam,ogdukeneurosurg [73] chrost_hugo,impact Top Word Pairs in Tweet in G3:
[164] virginia,tech [154] integrative,organismal [154] organismal,biology [152] biology,co [151] tech,vt_biology [151] vt_biology,hiring [151] hiring,positions [151] positions,fall [151] fall,integrative [151] co,dgwfsczzmp Top Word Pairs in Tweet in G4:
[256] #openscience,#datascience [221] genome,sequence [221] sequence,assembly [209] long,reads [191] #genomics,#bioinformatics [188] plant,genome [171] assembly,long [161] reads,progress [161] progress,challenges [161] challenges,future Top Word Pairs in Tweet in G5:
[103] hi,friends [97] friends,case [97] case,missed [94] informatician3,hi [68] learn,bioinformatics [67] missed,tutorial [66] tutorial,shows [65] bioinformatics,free [50] identify,antimicrobial [50] antimicrobial,resistance Top Word Pairs in Tweet in G6:
[22] assignment,exam [21] online,class [21] homework,assignment [20] offer,online [20] class,homework [20] exam,expert [20] expert,help [16] assignment,help [12] help,applied [12] applied,physics Top Word Pairs in Tweet in G7:
[137] fully,funded [134] link,contains [134] contains,197 [134] 197,professors [134] professors,recruiting [134] recruiting,students [134] students,fully [134] funded,msc [134] msc,phd [134] phd,biology Top Word Pairs in Tweet in G8:
[48] several,papers [48] papers,read [48] read,learn [48] learn,bioinformatics [48] bioinformatics,brief [48] brief,history [48] history,bioinformatics [48] bioinformatics,co [47] tangming2005,several [47] co,kkiqxu Top Word Pairs in Tweet in G9:
[75] soil,microbiome [74] 1st,phd [74] phd,chapter [74] chapter,fire [74] fire,soil [74] microbiome,naturemicrobiol [74] naturemicrobiol,proud [74] proud,joined [73] amelia_rnelson,1st [73] joined,wilk Top Word Pairs in Tweet in G10:
[98] 遺伝子名がからむようなファイルをexcelで開くのはやめましょう,データの再解析をする人たちはよく遭遇するトラブルなのですが [98] データの再解析をする人たちはよく遭遇するトラブルなのですが,遺伝子名をexcelが勝手に日付に変更してしまうのです [98] 遺伝子名をexcelが勝手に日付に変更してしまうのです,excelが何をしているのか [97] biomedicalhacks,遺伝子名がからむようなファイルをexcelで開くのはやめましょう [97] excelが何をしているのか,実例を紹介した短い解説記 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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