The graph represents a network of 11 021 Twitter users whose recent tweets contained "#biodiversity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Sunday, 08 November 2020 at 19:51 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 36-minute period from Saturday, 31 October 2020 at 00:53 UTC to Sunday, 08 November 2020 at 18:30 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 11021
Unique Edges : 19647
Edges With Duplicates : 8855
Total Edges : 28502
Number of Edge Types : 5
Retweet : 10519
Tweet : 2100
Mentions : 3608
MentionsInRetweet : 11933
Replies to : 342
Self-Loops : 2251
Reciprocated Vertex Pair Ratio : 0,0205776854823485
Reciprocated Edge Ratio : 0,0403255641879393
Connected Components : 727
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 9277
Maximum Edges in a Connected Component : 25997
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4,291835
Graph Density : 0,000178046497933083
Modularity : 0,630949
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11 021 Twitter users whose recent tweets contained "#biodiversity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Sunday, 08 November 2020 at 19:51 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 36-minute period from Saturday, 31 October 2020 at 00:53 UTC to Sunday, 08 November 2020 at 18:30 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
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:
[1711] #biodiversity,loss [1481] ipbes,#pandemicsreport [1157] frequent,costly [1157] costly,deadly [1153] #pandemics,frequent [1130] human,activities [1037] loss,#climatechange [1027] report,shows [1013] #pandemicsreport,shows [980] activities,driving Top Word Pairs in Tweet in G1:
[238] #biodiversity,loss [204] ipbes,#pandemicsreport [95] protect,#nature [89] human,activities [85] report,shows [82] #biodiversity,#climate [82] protecting,#biodiversity [80] #climatechange,#biodiversity [78] global,#biodiversity [73] protect,#biodiversity Top Word Pairs in Tweet in G2:
[1168] ipbes,#pandemicsreport [1120] #biodiversity,loss [1017] frequent,costly [1017] costly,deadly [1010] #pandemics,frequent [932] human,activities [905] #pandemicsreport,shows [904] loss,#climatechange [890] activities,driving [884] driving,#biodiversity Top Word Pairs in Tweet in G3:
[109] #biodiversity,#conservation [79] #biodiversity,loss [68] #conservation,#biodiversity [59] #climatechange,#biodiversity [49] einstein,1920 [49] 1920,bee [49] bee,disappeared [49] disappeared,man [49] man,left [49] left,live Top Word Pairs in Tweet in G4:
[40] #biodiversity,#bioabundance [31] genus,lt [31] study,#hymenoptera [27] #hymenoptera,#entomology [25] #conservation,#biodiversity [22] #taxonomy,#biodiversity [22] #environment,#biodiversity [22] #nature,#naturephotography [21] #biodiversity,loss [21] #biodiversity,#jhr79 Top Word Pairs in Tweet in G5:
[67] #climateaction,#biodiversity [64] #motherearth,motel [64] motel,tho [64] tho,#rockstars [64] #rockstars,gotta [64] gotta,#stoptrashinit [64] #stoptrashinit,#cleanupourroom [64] #cleanupourroom,#roesong [64] #roesong,#urgentcare [64] #urgentcare,#climateemergency Top Word Pairs in Tweet in G6:
[62] immune,systems [58] coral,reef [58] empire,state [57] australian,coral [57] reef,'height [57] 'height,empire [57] state,building' [57] building',accidentally [57] accidentally,discovered [57] discovered,#australia Top Word Pairs in Tweet in G7:
[21] #biodiversity,loss [16] biodiversity,lot [16] lot,richer' [16] richer',#biodiversity [15] australia,biodiversity [14] research,shows [14] threat,humanity [14] #wildlifephotography,#biodiversity [13] worse,world [13] world,war Top Word Pairs in Tweet in G8:
[89] supporting,#biodiversity [89] #biodiversity,improving [89] trees,benefit [89] benefit,people [89] people,planet [89] planet,fao [89] fao,shows [89] shows,trees [89] trees,urban [89] urban,forests Top Word Pairs in Tweet in G9:
[37] #habitats,#biodiversity [36] farmer,check [36] check,excellent [36] excellent,series [36] series,farmfornature [36] farmfornature,best [36] best,practice [36] practice,planning [36] planning,enhancing [36] enhancing,#habitats Top Word Pairs in Tweet in G10:
[202] #nature,#biodiversity [103] #fungusfriday,observation [103] observation,gibellula [103] gibellula,#fungus [103] #fungus,parasitizing [103] parasitizing,jumping [103] jumping,#spider [103] #spider,#malaysia [103] #malaysia,siburanlai [103] siburanlai,details Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: