The graph represents a network of 2,742 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 00:41 UTC.
The tweets in the network were tweeted over the 2790-day, 16-hour, 49-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 17 March 2023 at 21:21 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 : 2742
Unique Edges : 3487
Edges With Duplicates : 10982
Total Edges : 14469
Number of Edge Types : 8
Retweet : 3335
MentionsInRetweet : 5820
Mentions : 2321
Quote : 209
Replies to : 363
MentionsInReplyTo : 1475
MentionsInQuote : 474
Tweet : 472
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.0982437836897931
Reciprocated Edge Ratio : 0.178910702976567
Connected Components : 76
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 2422
Maximum Edges in a Connected Component : 13807
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.439964
Graph Density : 0.000840360508803961
Modularity : 0.330948
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,742 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 00:41 UTC.
The tweets in the network were tweeted over the 2790-day, 16-hour, 49-minute period from Monday, 27 July 2015 at 04:31 UTC to Friday, 17 March 2023 at 21:21 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:
[666] citizen,science [319] #citsci,#citizenscience [185] #citizenscience,#citsci [180] #citizenscience,project [164] learn,more [109] cs,track [104] #h2020,#citsci [96] #citsci,#h2020 [93] project,description [93] meet,colleague Top Word Pairs in Tweet in G1:
[393] citizen,science [145] #citizenscience,project [140] #citsci,#citizenscience [137] learn,more [108] cs,track [104] #h2020,#citsci [96] #citsci,#h2020 [94] #citizenscience,#citsci [93] meet,colleague [91] project,description Top Word Pairs in Tweet in G2:
[71] citizen,science [40] #citsci,#citizenscience [32] oh,christmas [32] christmas,beetle [30] citsci_geek,citscioz [23] using,inaturalist [23] citscioz,citsci_geek [22] science,project [17] #citizenscience,project [16] beetle,oh Top Word Pairs in Tweet in G3:
[61] anyone,photos [61] photos,#stkilda [61] we've,collected [61] august,year [61] #longshot,anyone [61] #stkilda,#gannet [61] #gannet,colonies [61] colonies,august [61] year,we've [60] collected,phot Top Word Pairs in Tweet in G4:
[41] seaweed,search [33] big,seaweed [30] citizen,science [17] community,science [16] nhm_citsci,recruiting [15] science,learning [14] science,officer [13] adaptation,big [12] colleague,ana [12] deadline,31 Top Word Pairs in Tweet in G5:
[31] #citizenscience,apps [16] work,young [16] #citizenscience,complying [16] people,#citizenscience [16] requires,appropriate [16] young,people [16] laws,parental [16] parental,consent [16] privacy,laws [16] complying,privacy Top Word Pairs in Tweet in G6:
[31] citizen,science [29] #birdnov,#birdnov22 [24] #birdnov22,#indiaves [24] 26th,nov [19] citsci,india [17] nvgpal79,day [14] india,2022 [12] #citizenscience,#scicomm [12] science,india [12] #bird,#birds Top Word Pairs in Tweet in G7:
[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 G8:
[75] #dc,#vc [32] #volunteercomputing,#citsci [32] #boinc,#volunteercomputing [32] #distributedcomputing,#citizenscience [32] #vc,#volunteercomputing [31] #citizenscience,#citsci [29] #vc,#boinc [26] #citsci,#rechenkraft [23] article,#openhardware [23] global,transformation Top Word Pairs in Tweet in G9:
[10] #citizenscience,scistarter [10] scistarter,inspired [10] 25,coopsciscoop [10] coopsciscoop,work [10] chapter,book [10] inspired,write [10] write,chapter [10] work,#citizenscience [9] nursepatmacrn,25 [9] data,governance Top Word Pairs in Tweet in G10:
[8] primary,science [7] science,week [5] drink,remains [5] 21yrs,old [5] amazing,sungrazer [5] #citizenscience,much [5] explore,head [5] 2023,#citizenscience [5] old,legally [5] heads,nz Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: