The graph represents a network of 2,830 Twitter users whose recent tweets contained "citsci", 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 01:42 UTC.
The tweets in the network were tweeted over the 2181-day, 8-hour, 2-minute period from Monday, 09 January 2017 at 16:36 UTC to Saturday, 31 December 2022 at 00:39 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 : 2830
Unique Edges : 3753
Edges With Duplicates : 11774
Total Edges : 15527
Number of Edge Types : 9
Retweet : 3372
MentionsInRetweet : 6188
Mentions : 2338
Quote : 201
Replies to : 463
MentionsInReplyTo : 2046
MentionsInQuote : 471
Tweet : 440
MentionsInQuoteReply : 8
Self-Loops : 929
Reciprocated Vertex Pair Ratio : 0.105514403292181
Reciprocated Edge Ratio : 0.190887432995831
Connected Components : 64
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 2528
Maximum Edges in a Connected Component : 14852
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.244367
Graph Density : 0.000838863512310035
Modularity : 0.330791
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,830 Twitter users whose recent tweets contained "citsci", 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 01:42 UTC.
The tweets in the network were tweeted over the 2181-day, 8-hour, 2-minute period from Monday, 09 January 2017 at 16:36 UTC to Saturday, 31 December 2022 at 00:39 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 : citsci
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:
[501] citizen,science [275] #citsci,#citizenscience [261] learn,more [181] #citizenscience,#citsci [165] #citizenscience,project [151] #stkilda,#gannet [148] august,year [148] photos,#stkilda [148] colonies,august [148] #gannet,colonies Top Word Pairs in Tweet in G1:
[260] citizen,science [232] learn,more [137] full,report [137] report,learn [134] #h2020,#citsci [127] meet,colleague [126] #citizenscience,project [114] #citsci,#citizenscience [100] read,full [97] #citsci,#h2020 Top Word Pairs in Tweet in G2:
[40] citizen,science [38] citscioz,citsci_geek [34] citsci_geek,citscioz [33] frogidaus,redmapmarine [33] redmapmarine,litterati [30] gainbioblitz,frogidaus [30] christmas,beetle [30] seekbyinat,gainbioblitz [30] oh,christmas [29] inaturalist,seekbyinat Top Word Pairs in Tweet in G3:
[147] august,year [147] we've,collected [147] #gannet,colonies [147] anyone,photos [147] colonies,august [147] photos,#stkilda [147] #longshot,anyone [147] year,we've [147] #stkilda,#gannet [146] collected,phot Top Word Pairs in Tweet in G4:
[32] citizen,science [12] science,projects [12] check,citizen [11] work,#citizenscience [10] #citizenscience,scistarter [10] scistarter,inspired [10] science,project [10] 25,coopsciscoop [10] coopsciscoop,work [10] chapter,book Top Word Pairs in Tweet in G5:
[42] #bigseaweedsearch,week [36] seaweed,search [28] help,contribute [28] take,part [28] week,help [28] big,seaweed [21] citizen,science [18] research,take [18] scientific,research [18] genuine,scientific Top Word Pairs in Tweet in G6:
[27] drought,#sangone [27] tributary,#po [27] northern,regions [27] declared,state [27] gov,declared [27] regions,coz [27] coz,drought [27] river,tributary [27] #sangone,river [27] italian,gov Top Word Pairs in Tweet in G7:
[28] ciencia,ciudadana [17] ciudadana,universidades [14] imagen,contenido [14] observatorio,estrenamos [14] actualizado,visítanos [14] nueva,imagen [14] estrenamos,nueva [14] contenido,actualizado [13] observatorio,ciudadano [12] obserciudsequia,conoces Top Word Pairs in Tweet in G8:
[45] #citizenscience,apps [17] earthwatch_aus,already [17] climatewatch,earthwatch_aus [17] program,climatewatch [17] calendar,program [17] nature's,calendar [17] fact,#citizenscience [17] spotteron,platform [17] apps,nature's [17] quick,fact Top Word Pairs in Tweet in G9:
[28] #birdnov,#birdnov22 [24] 26th,nov [23] #birdnov22,#indiaves [19] citsci,india [18] citizen,science [16] nvgpal79,day [14] india,2022 [12] #bird,#birds [10] actively,joining [10] join,3rd Top Word Pairs in Tweet in G10:
[13] #stem,#citsci [11] #citsci,project [9] #scienceworldca,activities [9] shakes,things [9] #science,shakes [9] things,#scienceworldca [9] explore,more [9] activities,explore [9] more,#stem [7] covid,related Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
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:
Top Mentioned in G3:
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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: