The graph represents a network of 2,961 Twitter users whose recent tweets contained "#CitizenScience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 23 September 2020 at 15:25 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 28-minute period from Monday, 14 September 2020 at 15:26 UTC to Wednesday, 23 September 2020 at 14:55 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 : 2961
Unique Edges : 5806
Edges With Duplicates : 2774
Total Edges : 8580
Number of Edge Types : 5
Retweet : 2570
MentionsInRetweet : 3562
Mentions : 1822
Tweet : 493
Replies to : 133
Self-Loops : 510
Reciprocated Vertex Pair Ratio : 0.0571763916834339
Reciprocated Edge Ratio : 0.108168120539255
Connected Components : 250
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 2044
Maximum Edges in a Connected Component : 7070
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.864999
Graph Density : 0.000719374389587156
Modularity : 0.622949
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,961 Twitter users whose recent tweets contained "#CitizenScience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 23 September 2020 at 15:25 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 28-minute period from Monday, 14 September 2020 at 15:26 UTC to Wednesday, 23 September 2020 at 14:55 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 : TwitterSearch
Graph Term : #CitizenScience
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:
[310] #citizenscience,#communityscience [255] 50,million [227] #inaturalist50m,#biodiversity [224] #inaturalist,#citizenscience [222] records,wild [215] wild,biodiversity [213] observations,inaturalist [210] today,inaturalist [204] inaturalist,today [204] inaturalist,more Top Word Pairs in Tweet in G1:
[73] #biodiversity,#citizenscience [62] great,southern [62] southern,bioblitz [55] #citizenscience,#biodiversity [42] #cienciaciudadana,#citizenscience [30] #ciênciacidadã,#cienciaciudadana [29] citscioz,atlaslivingaust [28] #gsb2020,#ciênciacidadã [28] fun,#citizenscience [28] #citizenscience,activity Top Word Pairs in Tweet in G2:
[241] #citizenscience,#communityscience [214] 50,million [199] #inaturalist50m,#biodiversity [197] #inaturalist,#citizenscience [191] records,wild [191] wild,biodiversity [186] today,inaturalist [182] #biodiversity,#naturephotography [181] inaturalist,more [180] million,biodiversity Top Word Pairs in Tweet in G3:
[31] citizen,science [30] 14,15 [29] #citizenscience,project [25] #citizenscience,#citsci [24] #citizenscience,#sdgs [19] learn,more [19] 10,2020 [19] build,#citizenscience [17] project,collect [17] collect,environmental Top Word Pairs in Tweet in G4:
[40] nlm_news,citsciassoc [40] citsciassoc,natgeo [40] natgeo,asu [38] learn,more [38] scistarter,nlm_news [37] asu,scifri [33] #citizenscience,project [30] #citizenscience,#communityscience [29] citizen,scientist [21] #citsci,project Top Word Pairs in Tweet in G5:
[25] early,warning [23] warning,system [23] #citizenscience,find [23] find,more [21] #observatree,early [21] system,designed [21] designed,protect [21] protect,uk's [21] uk's,#woods [21] #woods,#trees Top Word Pairs in Tweet in G6:
[24] gelukt,record [24] record,vorig [24] vorig,jaar [24] jaar,gesneuveld [24] gesneuveld,hebben [24] hebben,dit [24] dit,jaar [24] jaar,meer [24] meer,waarnemingen [24] waarnemingen,verzameld Top Word Pairs in Tweet in G7:
[27] #citizenscience,#opendata [26] μg,m3 [26] m3,pm10 [26] 09,2020 [26] #opendata,#fcub [17] 59,pm2 [17] pm2,week [17] week,mean [17] #milan,#citizenscience [17] hierholzer,weiher Top Word Pairs in Tweet in G8:
[19] check,#forest [19] #forest,#ecology [19] #ecology,#citizenscience [12] mcsuk,#greatbritishbeachclean [10] #citizenscience,britishecolsoc [7] time,involved [7] involved,years [7] years,mcsuk [7] #greatbritishbeachclean,sign [7] sign,#litterquest Top Word Pairs in Tweet in G9:
[110] 2020,09 [71] utc,time [71] time,raspishake [71] raspishake,network [71] network,join [71] join,largest [71] largest,#citizenscience [71] #citizenscience,#seismograph [71] #seismograph,community [71] community,event Top Word Pairs in Tweet in G10:
[14] #citizenscience,#treebodyguards [14] #treebodyguards,project [14] project,growing [14] growing,places [14] places,#oak [14] #oak,quercus [14] quercus,robur [14] robur,data [14] data,contribute [14] contribute,school Top Replied-To in Entire Graph:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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 G3:
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Top Tweeters in G5:
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Top Tweeters in G10: