The graph represents a network of 5,866 Twitter users whose recent tweets contained "#scicomm", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 January 2023 at 13:59 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 6-minute period from Monday, 26 December 2022 at 11:53 UTC to Thursday, 05 January 2023 at 13:00 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 : 5866
Unique Edges : 12913
Edges With Duplicates : 4298
Total Edges : 17211
Number of Edge Types : 5
Retweet : 5198
MentionsInRetweet : 8739
Mentions : 2132
Tweet : 951
Replies to : 191
Self-Loops : 1069
Reciprocated Vertex Pair Ratio : 0.0237443597899253
Reciprocated Edge Ratio : 0.0463872832369942
Connected Components : 462
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 4207
Maximum Edges in a Connected Component : 14658
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.595682
Graph Density : 0.000402277752441643
Modularity : 0.721263
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=287397
Data Import : The graph represents a network of 5,866 Twitter users whose recent tweets contained "#scicomm", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 January 2023 at 13:59 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 6-minute period from Monday, 26 December 2022 at 11:53 UTC to Thursday, 05 January 2023 at 13:00 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 : TwitterSearch
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1128] #meded,#medtwitter [657] #scicomm,#academictwitter [607] #academictwitter,#scicomm [563] coverage,forbes [557] covid,19 [545] #medtwitter,#scicomm [526] forbes,#scicomm [517] number,ppl [517] cdc,director [517] back,including Top Word Pairs in Tweet in G1:
[1092] #meded,#medtwitter [576] #scicomm,#academictwitter [490] #medtwitter,#scicomm [353] view,orbital [353] #sciencetwitter,#academictwitter [353] great,view [353] ogdukeneurosurg,#sciencetwitter [353] #scicomm,#anatomy [353] structure,ogdukeneurosurg [353] orbital,structure Top Word Pairs in Tweet in G2:
[556] coverage,forbes [548] covid,19 [521] forbes,#scicomm [513] spread,covid [513] pushed,back [513] shikhajainmd,itosettimd_mba [513] number,ppl [513] walensky,tweeted [513] dailyjlee,coverage [513] including,luckytran Top Word Pairs in Tweet in G3:
[345] openacademics,thephdplace [330] thephdplace,#academictwitter [328] #academictwitter,#scicomm [307] research,tools [299] 2022,compilation [299] tools,shared [299] academic,research [299] compilation,openacademics [299] shared,2022 [33] academicchatter,#scicomm Top Word Pairs in Tweet in G4:
[68] #scicomm,#womeninstem [68] #womeninstem,#stem [60] #stem,#phdvoice [57] #gratitude,#inpst [57] #inpst,#scicomm [52] #openscience,#scicomm [48] #globalhealth,#nutrition [35] #nutrition,#openscience [31] #inpst,#globalhealth [25] #medtwitter,#healthcare Top Word Pairs in Tweet in G5:
[161] #plantsci,#scicomm [43] #scicomm,#climatechange [38] plant,#hormone [38] #phytohormones,#aba [38] waadt,ucsdbiosciences [38] #ethylene,#cytokinins [38] #gibberellin,#ethylene [38] review,waadt [38] food4allgh,stressgranulemc [38] ij3fdqvrgj,#plantsci Top Word Pairs in Tweet in G6:
[56] #scicomm,#wisskomm [42] happy,year [41] #scicomm,#sciart [38] science,communication [28] #science,#scicomm [26] #nasa,scientists [25] youtube,#science [24] great,#scicomm [24] holiday,season [24] social,media Top Word Pairs in Tweet in G7:
[9] #scicomm,#academictwitter [7] happy,year [6] #meded,#medtwitter [6] #science,#scicomm [5] #scicomm,#science [5] #sciencecommunication,#scicomm [4] wait,see [4] #academictwitter,#neurotwitter [4] look,back [4] science,communication Top Word Pairs in Tweet in G8:
[32] bullhead,shark [32] shark,heterodontus [26] poster,sphinx [26] lithuania,#sciart [26] moths,species [26] species,found [26] found,lithuania [26] #sciart,#scicomm [26] sphinx,moths [26] happy,#invertefest Top Word Pairs in Tweet in G9:
[145] sense,#paldea [145] #pokémon,newts [145] animal,called [145] #pokemonscarletviolet,#clodsire [145] #spanishnewt,pleurodeles [145] poison,defense [145] #clodsire,based [145] based,spain [145] waltlii,makes [145] skin,coated Top Word Pairs in Tweet in G10:
[75] #scichat,#scicomm [28] maria,mitchell [25] #scicomm,#academictwitter [23] #scicomm,#stem [20] cbirtdirector,#bioinformatics [19] #scicomm,#sciencetwitter [17] #sciencetwitter,#scicomm [16] crestonbooks,lizaroyceagency [16] #sciences,#biology [16] #stem,#bookposse Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: