The graph represents a network of 5,068 Twitter users whose recent tweets contained "#biodiversity", 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 23:48 UTC.
The tweets in the network were tweeted over the 3520-day, 11-hour, 53-minute period from Thursday, 25 July 2013 at 12:05 UTC to Wednesday, 15 March 2023 at 23:59 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 : 5068
Unique Edges : 2645
Edges With Duplicates : 9197
Total Edges : 11842
Number of Edge Types : 9
Retweet : 4044
MentionsInRetweet : 5138
Tweet : 641
Mentions : 1098
Replies to : 141
MentionsInReplyTo : 287
Quote : 200
MentionsInQuote : 187
MentionsInQuoteReply : 106
Self-Loops : 912
Reciprocated Vertex Pair Ratio : 0.0229312063808574
Reciprocated Edge Ratio : 0.0448343079922027
Connected Components : 403
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 3918
Maximum Edges in a Connected Component : 10033
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.852077
Graph Density : 0.000239723770925011
Modularity : 0.491878
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,068 Twitter users whose recent tweets contained "#biodiversity", 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 23:48 UTC.
The tweets in the network were tweeted over the 3520-day, 11-hour, 53-minute period from Thursday, 25 July 2013 at 12:05 UTC to Wednesday, 15 March 2023 at 23:59 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 : #biodiversity
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:
[509] country,looking [509] scotland,aiming [509] 30,country [509] rewild,30 [509] first,rewilded [509] aiming,world's [509] rewilded,country [509] looking,rewild [509] world's,first [509] country,2030 Top Word Pairs in Tweet in G1:
[486] scotland,aiming [486] aiming,world's [486] country,looking [486] rewilded,country [486] country,2030 [486] 30,country [486] rewild,30 [486] looking,rewild [486] world's,first [486] first,rewilded Top Word Pairs in Tweet in G2:
[182] without,#biodiversity [182] #biodiversity,food [182] food,losing [181] biodiversity,astonishing [181] astonishing,rate [181] rate,time [181] losing,biodiversity [180] unbiodiversity,without [178] time,runni [30] animal,husbandry Top Word Pairs in Tweet in G3:
[16] podcast,discuss [16] traditional,ecological [16] photographer,kiliiiyuyan [16] geographic,photographer [16] kiliiiyuyan,joins [16] joins,podcast [16] ecological,knowledge [15] weather,polytunnel [15] full,flower [15] glorious,sight Top Word Pairs in Tweet in G4:
[296] observation,day [272] inaturalist,observation [269] subcyanocephala,近藍蓋小菇 [269] mycena,subcyanocephala [269] potentially,mycena [269] 近藍蓋小菇,chinese [269] chinese,traditional [269] tiny,#mushroom [269] #mushroom,potentially [269] day,tiny Top Word Pairs in Tweet in G5:
[13] economic,forum [13] world,economic [12] #insect,#biodiversity [11] forum,#environment [11] nouvel,article [10] #biodiversity,wef [10] faune,france [9] #environment,#biodiversity [8] #biodiversity,#pollution [7] practice,research Top Word Pairs in Tweet in G6:
[92] tackle,#climatechange [83] learn,more [82] #biodiversity,loss [80] against,#biodiversity [79] successfully,tackle [79] battle,against [79] #climatechange,learn [79] win,battle [79] don,win [79] loss,won Top Word Pairs in Tweet in G7:
[10] back,cities [10] bringing,biodiversity [10] cities,#biodiversity [10] biodiversity,back [10] engineer,bringing [8] international,day [8] #biodiversity,#nature [7] action,rivers [7] #opis,#dowjones [7] #dowjones,#ftclimatecapital Top Word Pairs in Tweet in G8:
[72] #tech4nature,partner [72] conservation,#tech4nature [72] solution,based [72] nature,conservation [72] partner,porinifoundatio [72] innovated,solution [72] porinifoundatio,innovated [72] smart,nature [71] huawei_tech4all,smart [71] based,#blockch Top Word Pairs in Tweet in G9:
[17] biology,eccb [17] scbeurope,held [17] announce,7th [17] congress,conservation [17] pleased,announce [17] held,bologna [17] 7th,european [17] eccb,scbeurope [17] european,congress [17] conservation,biology Top Word Pairs in Tweet in G10:
[15] denmark,law [15] law,encourages [15] encourages,owners [15] save,bees [15] bees,subsidies [14] subsidies,european [13] beeasmarine,denmark [13] land,plant [13] plant,flowers [13] flowers,bees 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: