The graph represents a network of 3,724 Twitter users whose recent tweets contained "citizenscience", 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 03:40 UTC.
The tweets in the network were tweeted over the 1780-day, 17-hour, 9-minute period from Monday, 12 February 2018 at 07:22 UTC to Thursday, 29 December 2022 at 00:32 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 : 3724
Unique Edges : 2982
Edges With Duplicates : 9120
Total Edges : 12102
Number of Edge Types : 9
Mentions : 1852
Retweet : 3446
MentionsInRetweet : 5002
Quote : 240
Tweet : 510
MentionsInQuote : 326
MentionsInReplyTo : 489
Replies to : 229
MentionsInQuoteReply : 8
Self-Loops : 884
Reciprocated Vertex Pair Ratio : 0.0695492180312788
Reciprocated Edge Ratio : 0.130053328745914
Connected Components : 282
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 2630
Maximum Edges in a Connected Component : 10133
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.993876
Graph Density : 0.000419273693615875
Modularity : 0.422475
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,724 Twitter users whose recent tweets contained "citizenscience", 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 03:40 UTC.
The tweets in the network were tweeted over the 1780-day, 17-hour, 9-minute period from Monday, 12 February 2018 at 07:22 UTC to Thursday, 29 December 2022 at 00:32 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 : 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:
[466] 2022,12 [451] #earthquake,id [434] m5,#earthquake [405] preliminary,m5 [328] citizen,science [305] raspishakeq,preliminary [211] utc,raspishake [156] raspishake,network [146] network,join [146] #citizenscience,#seismograph Top Word Pairs in Tweet in G1:
[172] citizen,science [73] frontier,research [62] #citizenscience,project [56] annual,event [48] #citizenscience,frontier [40] #citizenscience,event [34] engaging,#citizenscience [30] #citizenscience,#openscience [29] science,frontier [29] event,#citizenscience Top Word Pairs in Tweet in G2:
[96] nature,map [75] canberra,nature [60] #canberra,#citizenscience [57] #citizenscience,#biodiversity [55] naturemapr,citscioz [54] featured,sighting [54] map,featured [49] naturemapr,canberra [45] nature,reserve [45] reserve,#canberra Top Word Pairs in Tweet in G3:
[70] coordinated,observations [70] telescope,users [70] discovering,jupiter [70] jupiter,planets [70] observations,telescope [70] requires,coordinated [70] users,over [70] planets,requires [65] world,time [65] over,world Top Word Pairs in Tweet in G4:
[18] science,#citizenscience [13] citizen,science [12] #citizenscience,projects [11] call,individual [11] data,ethics [11] ethics,toolkit [11] scistarter,#citizenscience [11] #citizenscience,training [11] individual,presentations [10] citsciassoc,call Top Word Pairs in Tweet in G5:
[461] 2022,12 [451] #earthquake,id [434] m5,#earthquake [405] preliminary,m5 [305] raspishakeq,preliminary [211] utc,raspishake [156] raspishake,network [146] network,join [146] join,largest [146] largest,#citizenscience Top Word Pairs in Tweet in G6:
[15] beitragen,ergebnis [15] zustand,fließgewässern [15] valide,daten [15] daten,zustand [15] durchaus,valide [15] #citizenscience,durchaus [15] fließgewässern,beitragen [15] ergebnis,studie [14] studie,forschen [14] citizen,science Top Word Pairs in Tweet in G7:
[46] landmark,studies [46] reaching,benefits [46] using,data [46] far,reaching [46] sites,deliver [46] rspbscience,using [46] studies,led [46] birds,two [46] uk,protected [46] benefits,birds Top Word Pairs in Tweet in G8:
[19] bumblebees,doing [15] beewalk,britain's [15] recording,#bumblebees [15] #bumblebees,report [15] 10,years [15] britain's,bumblebees [15] doing,covering [15] report,beewalk [15] years,recording [14] covering,openin Top Word Pairs in Tweet in G9:
[21] #openscience,#openaccess [19] #soil,#biodiversity [19] listing,projects [19] looking,#citizenscience [19] #citizenscience,#soil [19] need,help [19] projects,need [19] #biodiversity,europe [19] #worldsoilday,looking [19] worden,bij Top Word Pairs in Tweet in G10:
[7] _citizenscience,uniinnsbruck [6] challenge,help [6] stop,reminding [6] reminding,participate [6] video,kweisleitner [6] participate,winter [6] winter,challenge [6] help,video [5] game,find [5] birgit_sattler,stop Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: