The graph represents a network of 1,995 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 April 2022 at 00:11 UTC.
The requested start date was Saturday, 02 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 120-day, 19-hour, 24-minute period from Wednesday, 01 December 2021 at 05:16 UTC to Friday, 01 April 2022 at 00:40 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1995
Unique Edges : 2105
Edges With Duplicates : 6391
Total Edges : 8496
Number of Edge Types : 5
Mentions : 2206
Retweet : 2240
MentionsInRetweet : 3413
Tweet : 459
Replies to : 178
Self-Loops : 475
Reciprocated Vertex Pair Ratio : 0.0719738276990185
Reciprocated Edge Ratio : 0.134282807731434
Connected Components : 68
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 1762
Maximum Edges in a Connected Component : 8116
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.24821
Graph Density : 0.000988428945985827
Modularity : 0.351182
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,995 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 April 2022 at 00:11 UTC.
The requested start date was Saturday, 02 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 120-day, 19-hour, 24-minute period from Wednesday, 01 December 2021 at 05:16 UTC to Friday, 01 April 2022 at 00:40 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[505] citizen,science [185] learn,more [161] #citizenscience,projects [159] #citsci,#citizenscience [152] #citizenscience,#citsci [109] 50,000 [100] coesoeu,#coeso [92] #socialsciences,#humanities [90] read,full [89] citizen,scientists Top Word Pairs in Tweet in G1:
[346] citizen,science [146] learn,more [132] #citizenscience,projects [107] 50,000 [107] #citizenscience,#citsci [97] coesoeu,#coeso [90] #citsci,#citizenscience [89] #socialsciences,#humanities [83] read,full [80] projects,#socialsciences Top Word Pairs in Tweet in G2:
[30] citizen,science [30] #digitalhumanities,#ai [27] #ai,#ml [23] jim_salmons,#digitalhumanities [16] #citizenscience,projects [16] #ml,folk [13] esp,#citizenscientists [12] science,theory [11] learn,more [11] special,collection Top Word Pairs in Tweet in G3:
[8] citizen,science [8] #cienciaciudadana,combatir [8] combatir,#cambioclimatico [8] #cambioclimatico,dublín [8] dublín,capeansamenedo [8] capeansamenedo,el_pais [8] el_pais,fecyt_ciencia [7] obserciudsequia,gracias [7] obserciudsequia,#cienciaciudadana [7] fecyt_ciencia,ibe Top Word Pairs in Tweet in G4:
[22] #citizenscience,apps [19] citizen,science [19] spotteron,#citizenscience [17] spotteron,platform [16] nature's,calendar [15] #citizenscience,app [12] learn,more [11] apps,spotteron [10] calendar,#citizenscience [9] #citsci,app Top Word Pairs in Tweet in G5:
[61] call,abstracts [61] birds,people [61] people,powering [61] powering,#ornithology [61] 10,11 [61] 11,oct [51] abstracts,citizenscience [51] citizenscience,birds [51] #ornithology,#bouasm22 [51] #bouasm22,10 Top Word Pairs in Tweet in G6:
[19] found,frog [19] frog,frogidaus [19] frogidaus,app [19] app,data [19] data,collected [19] collected,used [19] used,map [19] map,distribution [19] distribution,frog [19] frog,populations Top Word Pairs in Tweet in G7:
[49] one,week [49] week,left [49] left,amazing [49] amazing,response [49] response,far [49] far,need [49] need,help [49] help,fill [49] fill,gaps [49] gaps,please Top Word Pairs in Tweet in G8:
[27] citizen,science [25] recently,joined [25] joined,conservationwa [25] conservationwa,citizen [25] science,manager [25] manager,working [25] working,range [25] range,exciting [25] exciting,projects [24] cn_greenwell,recently Top Word Pairs in Tweet in G9:
[14] #citsci,#citizenscience [13] citizen,science [10] #citizenscience,#citsci [9] osdg,community [9] community,dataset [9] dataset,osdg [9] osdg,cd [6] gorgeous,day [6] day,bring [6] bring,kinder Top Word Pairs in Tweet in G10:
[14] semestre,full [14] full,interesting [14] interesting,conferences [14] conferences,#scicomm [14] #scicomm,share [14] share,conferences [14] conferences,interest [13] pcstnetwork,semestre [10] #citizenscience,#citsci [8] north,east Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: