The graph represents a network of 2,841 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 01:42 UTC.
The tweets in the network were tweeted over the 2762-day, 18-hour, 7-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 17 February 2023 at 22:38 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 : 2841
Unique Edges : 3531
Edges With Duplicates : 11015
Total Edges : 14546
Number of Edge Types : 9
Retweet : 3339
MentionsInRetweet : 5767
Mentions : 2324
Quote : 203
Replies to : 377
MentionsInReplyTo : 1618
MentionsInQuote : 454
Tweet : 456
MentionsInQuoteReply : 8
Self-Loops : 907
Reciprocated Vertex Pair Ratio : 0.0986324786324786
Reciprocated Edge Ratio : 0.179555002333904
Connected Components : 79
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 2465
Maximum Edges in a Connected Component : 13717
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.355663
Graph Density : 0.00079656042555934
Modularity : 0.335752
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,841 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 01:42 UTC.
The tweets in the network were tweeted over the 2762-day, 18-hour, 7-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 17 February 2023 at 22:38 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:
[640] citizen,science [320] #citsci,#citizenscience [197] learn,more [189] #citizenscience,#citsci [170] #citizenscience,project [152] #stkilda,#gannet [149] august,year [149] photos,#stkilda [149] colonies,august [149] #gannet,colonies Top Word Pairs in Tweet in G1:
[374] citizen,science [169] learn,more [140] #citsci,#citizenscience [138] #citizenscience,project [119] #h2020,#citsci [103] cs,track [101] meet,colleague [100] #citsci,#h2020 [94] #citizenscience,#citsci [89] project,description Top Word Pairs in Tweet in G2:
[67] citizen,science [39] #citsci,#citizenscience [32] oh,christmas [32] christmas,beetle [31] citsci_geek,citscioz [24] citscioz,citsci_geek [22] using,inaturalist [22] science,projects [19] #citizenscience,project [17] #citizenscience,#citsci Top Word Pairs in Tweet in G3:
[148] colonies,august [148] year,we've [148] #gannet,colonies [148] august,year [148] we've,collected [148] anyone,photos [148] photos,#stkilda [148] #stkilda,#gannet [148] #longshot,anyone [147] collected,phot Top Word Pairs in Tweet in G4:
[40] seaweed,search [32] big,seaweed [26] citizen,science [17] community,science [15] science,learning [15] nhm_citsci,recruiting [14] science,officer [13] adaptation,big [12] project,32 [12] lahnstein,presenting Top Word Pairs in Tweet in G5:
[38] #citizenscience,apps [17] young,people [16] work,young [16] #citizenscience,complying [16] people,#citizenscience [16] requires,appropriate [16] laws,parental [16] parental,consent [16] privacy,laws [16] complying,privacy Top Word Pairs in Tweet in G6:
[29] citizen,science [28] #birdnov,#birdnov22 [24] 26th,nov [23] #birdnov22,#indiaves [19] citsci,india [16] nvgpal79,day [14] india,2022 [12] #bird,#birds [11] #citizenscience,#scicomm [11] science,india Top Word Pairs in Tweet in G7:
[99] #citsci,#citizenscience [98] fedcitsci,#citsci [96] #citizenscience,#usgs [72] #tnmcorps,fedcitsci [72] #mapping,#gis [72] #usgs,#mapping [41] points,submitted [26] go,fedcitsci [25] submitted,thanks [24] participate,go Top Word Pairs in Tweet in G8:
[13] help,sharing [13] freshwater,citizen [13] survey,freshwater [13] open,appreciate [13] citizen,science [13] still,open [13] science,europe [13] europe,still [13] appreciate,help [13] sharing,survey Top Word Pairs in Tweet in G9:
[68] #dc,#vc [30] #citizenscience,#citsci [30] #vc,#volunteercomputing [29] #boinc,#volunteercomputing [28] #volunteercomputing,#citsci [25] #distributedcomputing,#citizenscience [25] #vc,#boinc [24] #citsci,#rechenkraft [23] article,#openhardware [23] global,transformation Top Word Pairs in Tweet in G10:
[50] niwa_nz,citsci [50] floods,aotearoa [50] photos,floods [50] consider,uploading [50] aotearoa,nz [50] nz,niwa_nz [50] uploading,photos [50] citsci,app [50] please,consider [49] dlorrey,please 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 G5:
Top Replied-To in G6:
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:
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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: