The graph represents a network of 4,866 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Friday, 30 December 2022 at 00:48 UTC.
The tweets in the network were tweeted over the 3601-day, 16-hour, 18-minute period from Sunday, 17 February 2013 at 18:35 UTC to Thursday, 29 December 2022 at 10:53 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 : 4866
Unique Edges : 3144
Edges With Duplicates : 8801
Total Edges : 11945
Number of Edge Types : 9
Retweet : 3689
MentionsInRetweet : 5139
Mentions : 1237
Tweet : 1024
Quote : 161
Replies to : 190
MentionsInQuoteReply : 47
MentionsInReplyTo : 307
MentionsInQuote : 151
Self-Loops : 1332
Reciprocated Vertex Pair Ratio : 0.0154408102274614
Reciprocated Edge Ratio : 0.0304120340091563
Connected Components : 526
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 3441
Maximum Edges in a Connected Component : 9454
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.334113
Graph Density : 0.000258352416182256
Modularity : 0.497686
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,866 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Friday, 30 December 2022 at 00:48 UTC.
The tweets in the network were tweeted over the 3601-day, 16-hour, 18-minute period from Sunday, 17 February 2013 at 18:35 UTC to Thursday, 29 December 2022 at 10:53 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:
[165] rainforest,turned [165] rica,once [165] rampant,logging [165] doubled,size [165] logging,doubled [165] turned,around [165] once,home [165] costa,rica [165] home,rampant [165] size,rainforest Top Word Pairs in Tweet in G1:
[53] elizabeth,mrema [53] mrema,mremae [53] secretary,general [53] general,antonioguterres [49] appointment,elizabeth [49] announced,appointment [49] antonioguterres,today [49] deputy,executive [49] today,announced [49] mremae,deputy Top Word Pairs in Tweet in G2:
[41] wildearth,#wildearth [38] #biodiversity,loss [35] #wildearth,#biodiversity [24] 2022,year [21] went,mainstream [20] climate,change [16] repercussions,survival [16] one,triple [16] severe,repercussions [16] crisis,severe Top Word Pairs in Tweet in G3:
[158] rainforest,turned [158] rica,once [158] doubled,size [158] home,rampant [158] logging,doubled [158] rampant,logging [158] size,rainforest [158] costa,rica [158] turned,around [158] once,home Top Word Pairs in Tweet in G4:
[19] world,hope [19] 2022,year [19] gave,world [19] deal,gave [19] mainstream,biodiversity [19] went,mainstream [19] year,rewilding [19] biodiversity,deal [19] rewilding,went [18] hope,#biodiversity Top Word Pairs in Tweet in G5:
[85] observation,day [47] inat,user [47] inaturalist,observation [44] inaturalist,inat [39] #fern,ชายผ [39] ชายผ,าส [39] ดาห,ช [39] thai,seen [39] าง,thai [39] platycerium,holttumii Top Word Pairs in Tweet in G6:
[24] msfowlersays,christinemilne [24] profstrachan,ecowarriorss [24] charluv2011,bsuhic [24] bsuhic,ddelich [24] ecowarriorss,msfowlersays [16] ddelich,elder_jodi [15] christinemilne,charluv2011 [15] fakeittillumak1,profstrachan [14] arikring,fakeittillumak1 [14] elder_jodi,devindt Top Word Pairs in Tweet in G7:
[113] #tiredearth,#biodiversity [74] malaysian,dead [74] teeth,scare [74] mouth,teeth [74] mimicking,mouth [74] leaf,mantis [74] mantis,mimicking [74] predators,#tiredearth [74] scare,predators [74] dead,leaf Top Word Pairs in Tweet in G8:
[35] amazing,tools [35] nature,amazing [35] tools,restore [35] #biodiversity,set [35] restore,#biodiversity [35] set,free [35] #goodnews,nature [34] natalieben,#goodnews [26] plan,england's [26] poor,depleted Top Word Pairs in Tweet in G9:
[41] common,denizens [41] sewers,#invertefest [41] surabaya,sewers [41] guppies,kepiting [41] crab,two [41] two,common [41] rice,paddy [41] denizens,surabaya [41] kepiting,yuyu [41] paddy,crab Top Word Pairs in Tweet in G10:
[79] vrtiwari1,adarshreddyifs [79] adarshreddyifs,mahaforest [77] ramsar,wetlands [77] site,vrtiwari1 [77] flamingo,sanctuary [77] thane,flamingo [77] sanctuary,ramsar [77] wetlands,site [76] mahaforest,cm [76] mangroveforest,thane Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: