The graph represents a network of 5,140 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 00:48 UTC.
The tweets in the network were tweeted over the 1617-day, 4-hour, 42-minute period from Wednesday, 08 August 2018 at 20:16 UTC to Thursday, 12 January 2023 at 00:58 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 : 5140
Unique Edges : 2905
Edges With Duplicates : 8868
Total Edges : 11773
Number of Edge Types : 9
Mentions : 1024
Retweet : 3944
MentionsInRetweet : 5151
Tweet : 749
MentionsInQuote : 230
Replies to : 141
Quote : 177
MentionsInReplyTo : 308
MentionsInQuoteReply : 49
Self-Loops : 1000
Reciprocated Vertex Pair Ratio : 0.0197923426346528
Reciprocated Edge Ratio : 0.0388164174355711
Connected Components : 449
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 3805
Maximum Edges in a Connected Component : 9575
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.165882
Graph Density : 0.000237975714816809
Modularity : 0.513103
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,140 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 00:48 UTC.
The tweets in the network were tweeted over the 1617-day, 4-hour, 42-minute period from Wednesday, 08 August 2018 at 20:16 UTC to Thursday, 12 January 2023 at 00:58 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:
[409] country,looking [409] scotland,aiming [409] 30,country [409] rewild,30 [409] first,rewilded [409] aiming,world's [409] rewilded,country [409] looking,rewild [409] world's,first [409] country,2030 Top Word Pairs in Tweet in G1:
[396] scotland,aiming [396] world's,first [396] rewilded,country [396] aiming,world's [396] looking,rewild [396] country,looking [396] rewild,30 [396] country,2030 [396] first,rewilded [396] 30,country Top Word Pairs in Tweet in G2:
[24] #wildearth,#biodiversity [24] wildearth,#wildearth [18] manager,biomcgill [18] biomcgill,part [18] week,please [18] please,apply [18] seeking,lab [18] lab,manager [18] apply,passionate [18] part,time Top Word Pairs in Tweet in G3:
[48] unbiodiversity,#biodiversity [36] climate,change [35] more,destroy [35] destroy,nature [35] crisis,largely [35] attention,focused [35] largely,undervalued [35] today,attention [35] focused,climate [35] nature,more Top Word Pairs in Tweet in G4:
[164] outside,protected [164] invertebrate,species [164] richness,greater [164] find,invertebrate [164] vs,outside [164] protected,areas [164] greater,inside [164] paper,find [164] inside,vs [164] species,richness Top Word Pairs in Tweet in G5:
[144] rights,nature [143] webinar,rights [143] nature,ireland [142] ireland,lowest [142] terrifying,map [142] shared,james [142] map,shared [142] james,orr [142] orr,irishwildlife [142] irishwildlife,webinar Top Word Pairs in Tweet in G6:
[85] spaces,small [85] thrive,small [85] need,acres [85] small,spaces [85] land,help [85] joined,together [85] small,gardens [85] acres,land [85] gardens,joined [85] help,nature Top Word Pairs in Tweet in G7:
[15] #biodiversity,#health [7] global,health [7] wildlife,farming [7] farming,'a [7] biodiversity',#biodiversity [7] china's,return [7] risk,global [7] return,wildlife [7] 'a,risk [7] #biodiversidad,#biodiversity Top Word Pairs in Tweet in G8:
[92] brilliant,billionaires [92] billionaires,focus [92] people,know [92] privileged,people [92] focus,solutions [92] know,things [92] smart,privileged [92] things,need [92] need,brilliant [91] ecofriendlybeer,smart Top Word Pairs in Tweet in G9:
[7] issue,biodiversity [7] aycc,climatecouncil [7] mag,human [7] whilst,fossil [7] time,recognise [7] human,elephant [7] share,latest [7] cana,time [7] thrilled,share [7] elephant,conflicts Top Word Pairs in Tweet in G10:
[55] observation,day [52] island,#daisies [52] campbell,island [52] day,group [52] pleurophyllum,speciosum [52] speciosum,seen [52] group,campbell [52] #wildflowerwednesday,observation [52] #daisies,pleurophyllum [51] inaturalist,#wildflowerwednesday 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 G5:
Top Replied-To in G6:
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: