The graph represents a network of 4,989 Twitter users whose recent tweets contained "scicomm", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2143-day, 5-hour, 36-minute period from Friday, 24 March 2017 at 19:23 UTC to Sunday, 05 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4989
Unique Edges : 4085
Edges With Duplicates : 9707
Total Edges : 13792
Number of Edge Types : 9
Retweet : 3560
MentionsInRetweet : 5835
Mentions : 1465
Quote : 211
Replies to : 392
MentionsInReplyTo : 1107
Tweet : 749
MentionsInQuote : 395
MentionsInQuoteReply : 78
Self-Loops : 1381
Reciprocated Vertex Pair Ratio : 0.0501964207769533
Reciprocated Edge Ratio : 0.0955943474646717
Connected Components : 497
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 2945
Maximum Edges in a Connected Component : 9722
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 7.334606
Graph Density : 0.00029005271099225
Modularity : 0.50105
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,989 Twitter users whose recent tweets contained "scicomm", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2143-day, 5-hour, 36-minute period from Friday, 24 March 2017 at 19:23 UTC to Sunday, 05 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[302] #scicomm,#news [294] #meded,#medtwitter [200] #news,#technology [197] #technology,#tech [177] isciverse,#chemistry [173] #tech,#newsbreak [173] science,communicators [171] #scicomm,#academictwitter [165] #newsbreak,#trending [158] calling,science Top Word Pairs in Tweet in G1:
[298] #scicomm,#news [290] #meded,#medtwitter [197] #news,#technology [194] #technology,#tech [177] isciverse,#chemistry [170] #tech,#newsbreak [163] #newsbreak,#trending [158] #chemistry,#chemtwitter [157] #scicomm,#academictwitter [136] #chemtwitter,#chemed Top Word Pairs in Tweet in G2:
[146] science,communicators [146] participants,study [146] recruiting,participants [146] ttrpg,enthuisiasts [146] please,calling [146] calling,science [146] enthuisiasts,recruiting [146] communicators,ttrpg [145] djweduwen,please [145] study,effica Top Word Pairs in Tweet in G3:
[46] _atanas_,thread [42] #gratitude,#inpst [42] #inpst,#scicomm [23] tea,powder [23] mice,dependent [23] powder,antidepressant [23] matcha,tea [23] antidepressant,effect [23] effect,activation [23] system,mice Top Word Pairs in Tweet in G4:
[10] dbtindia,birac_2012 [10] indiadst,pibdst [10] nipgrsocial,fitt_iitd [10] birac_2012,ajaysoodiisc [10] fitt_iitd,dbtindia [10] pibdst,pib_india [9] pib_india,scicomm_india [9] drjagadisnipgr,nipgrsocial [8] drjitendrasingh,rajesh_gokhale [8] happy,share Top Word Pairs in Tweet in G5:
[32] special,issue [30] science,communication [22] #scicomm,research [22] jcom,special [21] issue,focusing [21] calling,#scicomm [21] research,abstracts [21] communication,research [21] abstracts,jcom [21] connecting,science Top Word Pairs in Tweet in G6:
[10] faces,bvis [10] students,meet [10] bvis,feature [10] full,art [10] year,students [10] link,see [10] follow,link [10] feature,spotlights [10] art,#facesofbvis [10] second,year Top Word Pairs in Tweet in G7:
[45] #openscience,#datascience [44] molecular,biology [44] bioinformatics,education [44] biology,bioinformatics [44] integrating,molecular [36] #bioinformatics,#openscience [31] #100daysofcode,#womenwhocode [30] #retweet,#openscience [24] education,#retweet [23] #bioinformatics,#python Top Word Pairs in Tweet in G8:
[19] #scicomm,#sciart [15] #antarcticlog,doodlebugkry [9] #sciart,#dataviz [8] time,share [8] admiration,youth [8] time,syclandtrust [8] doodlebugkry,highlights [8] writer's,artist's [8] information,overload [8] youth,climate Top Word Pairs in Tweet in G9:
[11] behind,scenes [11] bring,science [11] journal,cover [11] read,top [11] science,life [11] three,projects [11] design,go [11] scenes,three [11] cover,design [11] life,read Top Word Pairs in Tweet in G10:
[58] come,join [58] program,climate [58] join,geospatial [58] job,openings [58] data,scientist [58] climate,change [58] analyst,yale [58] yale,program [58] geospatial,data [58] openings,come 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 G5:
Top Replied-To in G7:
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:
Top Mentioned in G8:
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: