The graph represents a network of 5,186 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 00:47 UTC.
The tweets in the network were tweeted over the 1686-day, 15-hour, 11-minute period from Thursday, 28 June 2018 at 09:48 UTC to Thursday, 09 February 2023 at 01:00 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 : 5186
Unique Edges : 1839
Edges With Duplicates : 9139
Total Edges : 10978
Number of Edge Types : 9
Retweet : 4222
MentionsInRetweet : 4850
Mentions : 779
MentionsInQuote : 105
Quote : 120
Tweet : 555
Replies to : 127
MentionsInReplyTo : 205
MentionsInQuoteReply : 15
Self-Loops : 749
Reciprocated Vertex Pair Ratio : 0.0179120680296725
Reciprocated Edge Ratio : 0.0351937433345183
Connected Components : 404
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 3999
Maximum Edges in a Connected Component : 9055
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.110749
Graph Density : 0.00020922735009805
Modularity : 0.469264
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,186 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 00:47 UTC.
The tweets in the network were tweeted over the 1686-day, 15-hour, 11-minute period from Thursday, 28 June 2018 at 09:48 UTC to Thursday, 09 February 2023 at 01:00 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:
[2104] law,encourages [2104] agricultural,land [2104] encourages,owners [2104] land,plant [2104] bees,subsidies [2103] subsidies,european [2102] owners,agricultural [2102] flowers,bees [2102] plant,flowers [2102] denmark,law Top Word Pairs in Tweet in G1:
[2060] law,encourages [2060] land,plant [2060] encourages,owners [2060] bees,subsidies [2059] subsidies,european [2058] denmark,law [2058] plant,flowers [2058] flowers,bees [2058] agricultural,land [2058] owners,agricultural Top Word Pairs in Tweet in G2:
[47] around,world [44] success,around [43] protect,#biodiversity [39] reversing,#soil [39] agrifood,systems [39] growing,global [39] #biodiversity,help [39] degradation,vital [39] feed,growing [39] #soil,degradation Top Word Pairs in Tweet in G3:
[18] together,youth [18] #deepseamining,impac5canada [18] indigenous,led [18] call,against [18] youth,indigenous [18] voices,stronger [18] stronger,together [18] against,#deepseamining [18] led,call [17] greenpeacenz,voices Top Word Pairs in Tweet in G4:
[11] food,production [11] production,#biodiversity [10] soil,health [10] #biodiversity,#health [10] crucial,food [10] health,crucial [7] #climatechange,#biodiversity [6] #extinction,#biodiversity [5] #regenerative,#purposedriven [5] #biodiversity,#sustainablebusiness Top Word Pairs in Tweet in G5:
[71] observation,day [57] order,actinomycetales [57] potentially,order [57] day,#bacteria [57] colony,potentially [57] #bacteria,colony [57] #twofertuesday,observation [57] more,#twofertuesday [56] inaturalist,more [47] disscoeu,futures Top Word Pairs in Tweet in G6:
[51] corners,planet [49] nature,depleted [49] one,nature [49] planet,#biodiversity [49] depleted,corners [30] asking,eyes [30] wishing,happy [30] bart,swift [30] week,asking [30] planets,help Top Word Pairs in Tweet in G7:
[20] #climateaction,#biodiversity [20] #biodiversity,#earthfirst [13] #tuesdaymotivation,#climateaction [12] #nature,#biodiversity [9] climate,change [8] #biodiversity,#ecosystem [8] #ecosystem,#ecosystems [6] #wednesdaymotivation,#climateaction [5] #biodiversity,project [5] wild,forest Top Word Pairs in Tweet in G8:
[50] australia,#wild [50] india,china [50] native,india [50] moth,orchid [50] surrealism,bird [50] art,moth [50] guinea,australia [50] orchid,native [50] china,asia [50] asia,guinea Top Word Pairs in Tweet in G9:
[7] tree,trunks [7] burning,large [7] large,tree [7] recommendations,finnish [7] #biodiversity,recommendations [7] species,such [7] trunks,species [7] aspen,line [7] line,#biodiversity [7] such,aspen Top Word Pairs in Tweet in G10:
[25] series,bottlenecks [25] eu,funds [24] #biodiversity,loss [22] wildlife,help [22] gardens,provide [22] provide,habitats [22] loss,enormous [22] habitats,wildlife [22] help,reverse [22] global,#biodiversity 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 G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: