The graph represents a network of 7,138 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 April 2021 at 22:43 UTC.
The requested start date was Sunday, 18 April 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 3-day, 21-hour, 15-minute period from Wednesday, 14 April 2021 at 02:40 UTC to Saturday, 17 April 2021 at 23:55 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 : 7138
Unique Edges : 6268
Edges With Duplicates : 17238
Total Edges : 23506
Number of Edge Types : 5
Retweet : 5438
MentionsInRetweet : 9615
Tweet : 1176
Mentions : 6926
Replies to : 351
Self-Loops : 1290
Reciprocated Vertex Pair Ratio : 0.0437203358890106
Reciprocated Edge Ratio : 0.0837778749453433
Connected Components : 479
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 5802
Maximum Edges in a Connected Component : 21375
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.105058
Graph Density : 0.000224462568692711
Modularity : 0.418835
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,138 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 April 2021 at 22:43 UTC.
The requested start date was Sunday, 18 April 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 3-day, 21-hour, 15-minute period from Wednesday, 14 April 2021 at 02:40 UTC to Saturday, 17 April 2021 at 23:55 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 : scicomm
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:
[171] #bioinformatics,#openscience [129] integrating,molecular [129] molecular,biology [129] biology,bioinformatics [129] bioinformatics,education [129] education,#bioinformatics [111] science,communication [110] #covid19,risk [110] risk,cerebral [110] cerebral,venous Top Word Pairs in Tweet in G1:
[56] reneebleau,suzanne_garrett [46] evidencebase_im,braincures [39] morimahmoudi,reneebleau [38] braincures,marikasboros [35] dgurdasani1,dbetteracademia [34] suzanne_garrett,evidencebase_im [32] proftimnoakes,bolderesident [30] marikasboros,proftimnoakes [28] dbetteracademia,morimahmoudi [26] suzanne_garrett,marikasboros Top Word Pairs in Tweet in G2:
[36] science,communication [27] miss,opportunity [26] based,canada [26] canada,interested [26] interested,sharing [26] sharing,science [26] science,lay [26] lay,audiences [26] audiences,miss [26] opportunity,10 Top Word Pairs in Tweet in G3:
[85] very,rare [67] reflecting,lot [67] lot,aristotle's [67] aristotle's,appeals [67] appeals,effective [67] effective,rhetoric [67] rhetoric,part [67] part,news [67] news,very [66] heysciencesam,reflecting Top Word Pairs in Tweet in G4:
[146] #bioinformatics,#openscience [108] integrating,molecular [108] molecular,biology [108] biology,bioinformatics [108] bioinformatics,education [108] education,#bioinformatics [76] andgenomics,integrating [76] #openscience,#datascie [43] variant,calling [38] potential,biomarkers Top Word Pairs in Tweet in G5:
[61] thought,very [61] very,hard [61] hard,use [61] use,precious [61] precious,time [61] time,attention [61] attention,few [61] few,hundred [61] hundred,people [61] people,gave Top Word Pairs in Tweet in G6:
[4] #science,#scicomm [4] top,ten [4] ten,hated [4] hated,misunderstood [4] misunderstood,animals [4] #nature,#wildlife [3] #scicomm,#science [3] thread,#scicomm [3] #scicomm,#research [3] #biology,#scicomm Top Word Pairs in Tweet in G7:
[39] #dhpsp,#scicomm [31] #inpst,#scicomm [25] #meded,#medtwitter [24] #scicomm,#science [23] #gratitude,#inpst [20] #gratitude,#dhpsp [18] #scicomm,#meded [17] #medtwitter,#medtech [17] #science,#meded [15] _inpst,#gratitude Top Word Pairs in Tweet in G8:
[13] aren,helping [13] helping,#india [13] #india,one [13] one,#scicomm [13] #scicomm,writing [13] writing,#covid19 [13] #covid19,#vaccine [13] #vaccine,surplus [13] surplus,july [13] july,4th Top Word Pairs in Tweet in G9:
[34] #scicomm,#cdnpoli [28] #cdnpoli,#scicomm [26] #onpoli,#cdnpoli [14] #scicomm,#onpoli [10] #scicomm,#covid19 [10] #cdnpoli,#covid19 [9] #covid19,#cdnpoli [8] #cdnpoli,#onpoli [8] during,pandemic [8] pandemic,team Top Word Pairs in Tweet in G10:
[106] #covid19,risk [106] risk,cerebral [106] cerebral,venous [106] venous,thrombosis [106] thrombosis,cvt [106] cvt,much [106] much,higher [106] higher,see [106] see,#vaccines [106] #vaccines,those Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: