The graph represents a network of 2,524 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 December 2022 at 03:39 UTC.
The requested start date was Thursday, 08 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 20-hour, 47-minute period from Thursday, 24 November 2022 at 01:07 UTC to Wednesday, 07 December 2022 at 21:54 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 : 2524
Unique Edges : 2270
Edges With Duplicates : 5738
Total Edges : 8008
Number of Edge Types : 5
Retweet : 2263
MentionsInRetweet : 3536
Mentions : 1761
Tweet : 395
Replies to : 53
Self-Loops : 419
Reciprocated Vertex Pair Ratio : 0.0706937483513585
Reciprocated Edge Ratio : 0.132052229613205
Connected Components : 260
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 1526
Maximum Edges in a Connected Component : 5577
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.519216
Graph Density : 0.000637400573990288
Modularity : 0.442095
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,524 Twitter users whose tweets in the requested range contained "citizenscience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 December 2022 at 03:39 UTC.
The requested start date was Thursday, 08 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 20-hour, 47-minute period from Thursday, 24 November 2022 at 01:07 UTC to Wednesday, 07 December 2022 at 21:54 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 : 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:
[303] m5,#earthquake [291] #earthquake,id [280] preliminary,m5 [222] citizen,science [190] raspishakeq,preliminary [169] 2022,11 [139] utc,raspishake [137] 2022,12 [102] largest,#citizenscience [101] network,join Top Word Pairs in Tweet in G1:
[122] citizen,science [35] data,journalism [31] annual,event [29] citscicomm,enjoiproject [26] #citizenscience,project [23] nature,map [22] science,frontier [22] event,citizen [21] science,communication [20] attracts,volunteers Top Word Pairs in Tweet in G2:
[17] #citizenscience,konferenz [15] #citizenscience,projekt [13] österreichische,#citizenscience [12] didaktik,lehrkräftefortbildungen [12] citizen,science [12] #nawi,didaktik [12] lehrkräftefortbildungen,möchten [12] #citizenscience,#nawi [12] frei,unihannover [12] bereich,#citizenscience Top Word Pairs in Tweet in G3:
[55] frontier,research [49] #citizenscience,event [47] #citizenscience,frontier [24] event,#citizenscience [23] already,wednesday [23] wednesday,check [23] erc,event [23] miss,erc [23] research,already [23] check,programme Top Word Pairs in Tweet in G4:
[20] #biodiversity,data [19] modified,world [19] world,#biodiversity [19] essential,detection [19] increasingly,human [19] data,essential [19] detection,understanding [19] human,modified [19] understanding,local [18] manuelacasasoli,increasingly Top Word Pairs in Tweet in G5:
[303] m5,#earthquake [291] #earthquake,id [280] preliminary,m5 [190] raspishakeq,preliminary [169] 2022,11 [139] utc,raspishake [133] 2022,12 [102] largest,#citizenscience [101] network,join [101] join,largest Top Word Pairs in Tweet in G6:
[8] #citizenscience,#linguistics [7] lots,'em [7] 'em,#alor [7] #epiupdate,#citizenscience [7] spotted,lots [7] sharks,spotted [7] hammerhead,sharks [7] #alor,#epiupdate [5] head,over [4] language,game Top Word Pairs in Tweet in G7:
[44] two,landmark [44] using,data [44] birds,two [44] bto,rspbscience [44] far,reaching [44] benefits,birds [44] reaching,benefits [44] protected,sites [44] sites,deliver [44] landmark,studies Top Word Pairs in Tweet in G8:
[63] nature,map [50] canberra,nature [38] #citizenscience,#biodiversity [31] significant,sighting [31] map,significant [30] #naturemapr,#citizenscience [30] featured,sighting [30] map,featured [28] sentry,box [27] box,mountain Top Word Pairs in Tweet in G9:
[25] farmers,students [25] coincide,#worldsoilday2022 [25] citizens,farmers [25] #worldsoilday2022,app [25] students,report [25] allow,citizens [25] report,sightings [25] app,launched [25] launched,allow [23] ccri_uk,coincide Top Word Pairs in Tweet in G10:
[15] #escape,#esap [12] #esap,#citizenscience [12] #citizenscience,webinar [7] vs,#machinelearning [7] role,#datalabeling [7] image,#annotation [7] #machinelearning,role [7] techtarget,#abdsc [7] 2022,datasciencectrl [7] overview,2022 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 G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: