The graph represents a network of 5,028 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2767-day, 11-hour, 39-minute period from Thursday, 23 July 2015 at 13:16 UTC to Sunday, 19 February 2023 at 00:55 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 : 5028
Unique Edges : 4098
Edges With Duplicates : 9210
Total Edges : 13308
Number of Edge Types : 9
Retweet : 3378
MentionsInRetweet : 5234
Quote : 234
Tweet : 840
Mentions : 1460
MentionsInQuote : 415
MentionsInReplyTo : 1317
Replies to : 394
MentionsInQuoteReply : 36
Self-Loops : 1429
Reciprocated Vertex Pair Ratio : 0.0616170724376315
Reciprocated Edge Ratio : 0.116081540203851
Connected Components : 542
Single-Vertex Connected Components : 137
Maximum Vertices in a Connected Component : 2920
Maximum Edges in a Connected Component : 9104
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.157496
Graph Density : 0.000279477298324924
Modularity : 0.508403
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,028 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2767-day, 11-hour, 39-minute period from Thursday, 23 July 2015 at 13:16 UTC to Sunday, 19 February 2023 at 00:55 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:
[160] science,communication [143] #meded,#medtwitter [133] february,2023 [111] #quebec,#annecy_live [110] #psg,#quebec [110] #robloxdev,#scicomm [106] #scicomm,#news [105] #annecy_live,#robloxdev [104] 2023,#copernicus [101] #dals12,#psg Top Word Pairs in Tweet in G1:
[142] #meded,#medtwitter [105] #scicomm,#news [93] isciverse,#chemistry [92] #news,#technology [90] j_a_c_s,isciverse [83] #scicomm,#research [83] #technology,#tech [83] #sperm,#scicomm [82] #ivf,#sperm [82] #research,#sciencetwitter Top Word Pairs in Tweet in G2:
[64] flagship,workshop [59] workshop,held [59] 2023,flagship [59] 22,2023 [59] comscicon,2023 [59] emerson,college [59] 2023,emerson [59] july,19 [59] 19,22 [53] announce,comscicon Top Word Pairs in Tweet in G3:
[32] #asc2023,#scicomm [19] risk,#dementia [19] feels,surreal [19] tedx,talk [19] reduce,risk [19] #dementia,tedx [19] still,feels [19] talk,still [19] wondered,reduce [18] dranitagoh,wondered Top Word Pairs in Tweet in G4:
[65] _atanas_,thread [33] #dhpsp,#scicomm [26] #gratitude,#dhpsp [24] #inpst,#scicomm [22] #gratitude,#inpst [20] #dhpsp,#medtwitterai [18] #healthtech,#digitalhealth [17] #medtwitterai,#healthtech [17] harvard,study [17] year,harvard Top Word Pairs in Tweet in G5:
[13] mental,health [11] warren,mansell [11] live,talk [11] mansell,monday [10] excited,hear [10] day,2023 [10] mansell,excited [10] talk,mental [10] learn,more [10] bscs,darwin Top Word Pairs in Tweet in G6:
[11] #scicomm,#science [8] #namesnetwork,#scicomm [6] #scicomm,#sciencetwitter [6] jour,fait [6] automation,template [6] scicomm,xyz [6] session,proposal [6] template,co [6] #sciencecommunication,#commsci [6] #science,#sciencecommunication Top Word Pairs in Tweet in G7:
[119] february,2023 [104] 2023,#copernicus [81] #copernicus,#sentinel [81] #sentinel,full [66] full,size [39] 14,february [34] pierre_markuse,fires [34] #argentina,17 [34] 17,february [34] wetlands,corrientes Top Word Pairs in Tweet in G8:
[12] beginner's,guide [11] research,experience [11] looking,make [11] #astrobiology,looking [11] #opportunityalert,enthusiastic [11] experience,#astrobiology [11] enthusiastic,candidate [11] space,telescope [11] #jobs,#opportunityalert [11] candidate,research Top Word Pairs in Tweet in G9:
[51] mcmsharksxx,happy [33] #namethatshark,day [33] happy,#namethatshark [30] shark,carcharhinus [30] leucas,shortfin [30] carcharhinus,leucas [30] day,guess [30] #shark,bull [30] bull,shark [30] guess,#shark Top Word Pairs in Tweet in G10:
[22] understory,refractive [22] iridescent,mesozoic [22] epidermis,cuticle [22] refractive,properties [22] properties,selaginella [22] cuticle,mesmerizing [22] selaginella,epidermis [22] mesozoic,understory [22] mesmerizing,illusion [21] jeffbenca,iridescent Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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 G4:
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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: