The graph represents a network of 2,803 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 01:42 UTC.
The tweets in the network were tweeted over the 2195-day, 8-hour, 7-minute period from Monday, 09 January 2017 at 16:36 UTC to Saturday, 14 January 2023 at 00:43 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 : 2803
Unique Edges : 3692
Edges With Duplicates : 11743
Total Edges : 15435
Number of Edge Types : 9
Retweet : 3354
MentionsInRetweet : 6140
MentionsInReplyTo : 1986
Mentions : 2406
Replies to : 450
MentionsInQuote : 458
Tweet : 433
Quote : 200
MentionsInQuoteReply : 8
Self-Loops : 921
Reciprocated Vertex Pair Ratio : 0.105858854860186
Reciprocated Edge Ratio : 0.191450933172787
Connected Components : 68
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 2470
Maximum Edges in a Connected Component : 14674
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.268364
Graph Density : 0.00084593772910283
Modularity : 0.325842
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,803 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 01:42 UTC.
The tweets in the network were tweeted over the 2195-day, 8-hour, 7-minute period from Monday, 09 January 2017 at 16:36 UTC to Saturday, 14 January 2023 at 00:43 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:
[538] citizen,science [284] #citsci,#citizenscience [241] learn,more [184] #citizenscience,#citsci [175] #citizenscience,project [150] #stkilda,#gannet [147] august,year [147] photos,#stkilda [147] colonies,august [147] #gannet,colonies Top Word Pairs in Tweet in G1:
[69] citizen,science [42] #citizenscience,apps [41] citsci_geek,citscioz [38] citscioz,citsci_geek [33] frogidaus,redmapmarine [33] redmapmarine,litterati [32] christmas,beetle [32] oh,christmas [30] #citizenscience,project [30] gainbioblitz,frogidaus Top Word Pairs in Tweet in G2:
[294] citizen,science [214] learn,more [138] #citizenscience,project [131] #h2020,#citsci [127] meet,colleague [123] #citsci,#citizenscience [116] full,report [116] report,learn [104] #citsci,#h2020 [100] read,full Top Word Pairs in Tweet in G3:
[146] colonies,august [146] year,we've [146] #gannet,colonies [146] august,year [146] we've,collected [146] anyone,photos [146] photos,#stkilda [146] #stkilda,#gannet [146] #longshot,anyone [145] collected,phot Top Word Pairs in Tweet in G4:
[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 G5:
[28] ciencia,ciudadana [17] ciudadana,universidades [14] actualizado,visítanos [14] contenido,actualizado [14] nueva,imagen [14] imagen,contenido [14] observatorio,estrenamos [14] estrenamos,nueva [13] observatorio,ciudadano [12] curso,ciencia Top Word Pairs in Tweet in G6:
[27] italian,gov [27] #sangone,river [27] river,tributary [27] declared,state [27] state,emergency [27] gov,declared [27] emergency,northern [27] regions,coz [27] coz,drought [27] northern,regions Top Word Pairs in Tweet in G7:
[14] #stem,#citsci [9] #science,shakes [9] activities,explore [9] explore,more [9] things,#scienceworldca [9] #citsci,project [9] more,#stem [9] #scienceworldca,activities [9] shakes,things [7] citizen,science Top Word Pairs in Tweet in G8:
[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] remote,coastal [10] program,seeing Top Word Pairs in Tweet in G9:
[3] zorrogroup,goteborgsuni [2] cleanaire,nc [2] scientific,research [2] epa,sa_epa [2] spatial,mark [2] first,day [2] back,2017 [2] lamamu63393009,downthetubessss [2] understand,earth [2] find,contribute Top Word Pairs in Tweet in G10:
[26] understand,use [26] due,#climatechange [26] 50,life [26] much,understand [26] #climatechange,much [26] earth,#speciesonthemove [26] life,earth [26] approx,50 [26] #speciesonthemove,due [25] grettapecl,approx 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 G5:
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:
Top Mentioned in G4:
Top Mentioned in G5:
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: