The graph represents a network of 2,820 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 01:41 UTC.
The tweets in the network were tweeted over the 2776-day, 13-hour, 34-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 03 March 2023 at 18:05 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 : 2820
Unique Edges : 3537
Edges With Duplicates : 11029
Total Edges : 14566
Number of Edge Types : 8
Retweet : 3363
MentionsInRetweet : 5879
Mentions : 2323
Quote : 200
Replies to : 358
MentionsInReplyTo : 1532
MentionsInQuote : 449
Tweet : 462
Self-Loops : 926
Reciprocated Vertex Pair Ratio : 0.0969230769230769
Reciprocated Edge Ratio : 0.17671809256662
Connected Components : 77
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 2498
Maximum Edges in a Connected Component : 13903
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.353858
Graph Density : 0.000807212456507136
Modularity : 0.332823
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,820 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 01:41 UTC.
The tweets in the network were tweeted over the 2776-day, 13-hour, 34-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 03 March 2023 at 18:05 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:
[656] citizen,science [317] #citsci,#citizenscience [189] #citizenscience,#citsci [173] #citizenscience,project [169] learn,more [151] #stkilda,#gannet [148] august,year [148] photos,#stkilda [148] colonies,august [148] #gannet,colonies Top Word Pairs in Tweet in G1:
[374] citizen,science [143] #citizenscience,project [142] learn,more [139] #citsci,#citizenscience [108] #h2020,#citsci [107] cs,track [98] #citsci,#h2020 [95] #citizenscience,#citsci [91] project,description [91] meet,colleague Top Word Pairs in Tweet in G2:
[73] citizen,science [41] #citsci,#citizenscience [32] oh,christmas [32] christmas,beetle [31] citsci_geek,citscioz [26] science,project [24] citscioz,citsci_geek [23] using,inaturalist [19] #citizenscience,project [19] #citizenscience,#citsci Top Word Pairs in Tweet in G3:
[147] colonies,august [147] year,we've [147] #gannet,colonies [147] august,year [147] we've,collected [147] anyone,photos [147] photos,#stkilda [147] #stkilda,#gannet [147] #longshot,anyone [146] 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] ana,benavides [12] colleague,ana Top Word Pairs in Tweet in G5:
[33] #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:
[32] #birdnov,#birdnov22 [29] #scicomm,#citsci [27] #birdnov22,#indiaves [20] nvgpal79,day [16] citizen,science [16] #cameratrap,images [14] #bird,#birds [13] instantwild,we've [12] #sharks,#skates [12] project,help Top Word Pairs in Tweet in G7:
[22] citizen,science [10] #citsci,#citizenscience [7] published,jcom [7] citsci_geek,juliancribb [6] needs,development [6] public,engagement [6] barriers,needs [6] newly,published [6] engagement,science [6] scientists,perceptions Top Word Pairs in Tweet in G8:
[13] freshwater,citizen [13] citizen,science [13] appreciate,help [13] open,appreciate [13] still,open [13] sharing,survey [13] science,europe [13] help,sharing [13] europe,still [13] survey,freshwater Top Word Pairs in Tweet in G9:
[29] citizen,science [24] 26th,nov [19] citsci,india [14] india,2022 [11] science,india [11] story,citizen [11] india,deccanherald [11] #citizenscience,#scicomm [11] deccanherald,#citizenscience [10] actively,joining Top Word Pairs in Tweet in G10:
[68] #dc,#vc [30] #vc,#volunteercomputing [30] #citizenscience,#citsci [29] #boinc,#volunteercomputing [28] #volunteercomputing,#citsci [25] #distributedcomputing,#citizenscience [25] #vc,#boinc [24] #citsci,#rechenkraft [23] #openaccess,overview [23] access,#laboratory 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 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:
Top Mentioned in G8:
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: