The graph represents a network of 5,368 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 23:50 UTC.
The tweets in the network were tweeted over the 4139-day, 22-hour, 8-minute period from Thursday, 10 November 2011 at 02:50 UTC to Sunday, 12 March 2023 at 00:58 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 : 5368
Unique Edges : 1800
Edges With Duplicates : 10094
Total Edges : 11894
Number of Edge Types : 9
Retweet : 4602
MentionsInRetweet : 5660
Mentions : 524
MentionsInReplyTo : 468
Replies to : 131
Tweet : 215
MentionsInQuote : 206
Quote : 86
MentionsInQuoteReply : 2
Self-Loops : 399
Reciprocated Vertex Pair Ratio : 0.0242648240398522
Reciprocated Edge Ratio : 0.0473799811735174
Connected Components : 251
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 3859
Maximum Edges in a Connected Component : 8033
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.217387
Graph Density : 0.000221242194045024
Modularity : 0.435262
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,368 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 23:50 UTC.
The tweets in the network were tweeted over the 4139-day, 22-hour, 8-minute period from Thursday, 10 November 2011 at 02:50 UTC to Sunday, 12 March 2023 at 00:58 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:
[3576] instead,investigative [3576] debate,#scicomm [3576] news,covid [3576] origins,debate [3576] investigative,reporting [3576] #scicomm,journalists [3576] covid,origins [3576] objective,news [3576] journalists,played [3576] reporting,objective Top Word Pairs in Tweet in G1:
[3544] #scicomm,journalists [3544] investigative,reporting [3544] journalists,played [3544] debate,#scicomm [3544] covid,origins [3544] reporting,objective [3544] news,covid [3544] origins,debate [3544] instead,investigative [3544] objective,news Top Word Pairs in Tweet in G2:
[38] #gratitude,#dhpsp [38] #dhpsp,#scicomm [37] #gratitude,#inpst [37] #inpst,#scicomm [25] _inpst,dhpsp [23] elsevierconnect,_inpst [22] _atanas_,#gratitude [21] dhpsp,_atanas_ [21] _atanas_,thread [21] _atanas_,devkota_hp Top Word Pairs in Tweet in G3:
[132] instead,reporting [132] narrative,enforcers [132] sciencecohen,narrative [132] fauci,virologists [132] tony,fauci [132] reporting,#scicomm [132] enforcers,tony [132] #scicomm,writers [132] writers,sciencecohen [131] thackerpd,instead Top Word Pairs in Tweet in G4:
[13] #cdnpoli,#scicomm [7] march,2023 [5] respiratory,sciences [5] refute,isostandards [5] #cdnpoli,#uspolitics [4] science,unfit [4] goal,directed [4] serve,#cdnpoli [4] masking,respiratory [4] understand,science Top Word Pairs in Tweet in G5:
[78] d'info,objectives [78] débat,origines [78] ont,joué [78] origines,covid [78] covid,journalistes [78] lieu,d'investigations [78] d'investigations,d'info [78] #scicomm,ont [78] journalistes,#scicomm [78] objectives,débat Top Word Pairs in Tweet in G6:
[36] #attacks,#hostility [36] #science,#communication [36] experienced,#attacks [36] #hostility,against [36] against,colleagues [36] professional,experienced [36] #communication,professional [35] nielsmede,#science [6] april,7th [5] poster,competition Top Word Pairs in Tweet in G7:
[21] happy,#fossilfriday [21] saying,magnificent [21] news,#fossilfestival [21] everyone,well [21] goes,without [21] without,saying [21] returning,goes [21] #fossilfestival,returning [21] well,news [21] #fossilfriday,everyone Top Word Pairs in Tweet in G8:
[3] social,media [3] glimpses,today's [3] shared,valuable [3] experts,shared [3] media,csir_niscpr [3] meet,scicomm [3] brainstorming,meet [3] csir_ind,ranjana_23 [3] today's,brainstorming [3] scicomm,framework Top Word Pairs in Tweet in G9:
[4] #science,#scicomm [2] #scicomm,#sciencetwitter [2] spin,#science [2] age,25 [2] télégram,co [2] approved,drug [2] celebration,world [2] #scicomm,#alivebeyondextinction [2] important,highlight [2] role,museums Top Word Pairs in Tweet in G10:
[38] completely,touch [38] nytimes,employee [38] someone,play [38] touch,nytimes [38] play,acts [38] employee,someone [38] remind,completely [38] acts,scicomm [38] scicomm,writer [38] writer,functions Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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:
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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: