The graph represents a network of 1,921 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, 26 March 2022 at 00:11 UTC.
The requested start date was Saturday, 26 March 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 113-day, 13-hour, 50-minute period from Wednesday, 01 December 2021 at 05:16 UTC to Thursday, 24 March 2022 at 19:07 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 : 1921
Unique Edges : 2043
Edges With Duplicates : 6105
Total Edges : 8148
Number of Edge Types : 5
Retweet : 2140
MentionsInRetweet : 3281
Tweet : 429
Replies to : 173
Mentions : 2125
Self-Loops : 445
Reciprocated Vertex Pair Ratio : 0.0714486638537271
Reciprocated Edge Ratio : 0.133368338146495
Connected Components : 65
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 1700
Maximum Edges in a Connected Component : 7790
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.242232
Graph Density : 0.0010327195037307
Modularity : 0.352523
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,921 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, 26 March 2022 at 00:11 UTC.
The requested start date was Saturday, 26 March 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 113-day, 13-hour, 50-minute period from Wednesday, 01 December 2021 at 05:16 UTC to Thursday, 24 March 2022 at 19:07 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:
[487] citizen,science [177] learn,more [157] #citizenscience,projects [148] #citsci,#citizenscience [148] #citizenscience,#citsci [109] 50,000 [100] coesoeu,#coeso [92] #socialsciences,#humanities [89] citizen,scientists [84] read,full Top Word Pairs in Tweet in G1:
[330] citizen,science [140] learn,more [127] #citizenscience,projects [107] 50,000 [97] coesoeu,#coeso [95] #citizenscience,#citsci [89] #socialsciences,#humanities [83] #citsci,#citizenscience [80] projects,#socialsciences [78] read,full Top Word Pairs in Tweet in G2:
[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 G3:
[32] citizen,science [28] #ai,#ml [28] #digitalhumanities,#ai [22] jim_salmons,#digitalhumanities [20] #citizenscience,#citsci [19] #citizenscience,projects [15] #ml,folk [14] feb,15 [13] science,theory [13] call,posters Top Word Pairs in Tweet in G4:
[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 G5:
[52] call,abstracts [52] abstracts,citizenscience [52] citizenscience,birds [52] birds,people [52] people,powering [52] powering,#ornithology [52] #ornithology,#bouasm22 [52] #bouasm22,10 [52] 10,11 [52] 11,oct Top Word Pairs in Tweet in G6:
[22] #citizenscience,apps [19] citizen,science [17] spotteron,platform [17] spotteron,#citizenscience [16] nature's,calendar [13] #citizenscience,app [12] learn,more [11] apps,spotteron [10] calendar,#citizenscience [9] #citsci,project 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:
[8] citsci_geek,claudia_schipp [7] citscioz,atlaslivingaust [6] grupogreenjewel,natashatashaetc [6] sandyhorne61,entsocvic [6] entsocvic,markscherz [6] markscherz,vida_silvestre [6] vida_silvestre,nwugreen [6] nwugreen,parrotoftheday [6] parrotoftheday,citscioz [6] atlaslivingaust,ipbes Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[36] fedcitsci,#citsci [36] #citsci,#citizenscience [36] #citizenscience,#usgs [26] nasa,globe [22] #tnmcorps,fedcitsci [22] #usgs,#mapping [22] #mapping,#gis [22] keeping,eye [22] helps,nasa [22] nasa,study 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:
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