The graph represents a network of 6,734 Twitter users whose tweets in the requested range contained "#biodiversity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 December 2022 at 00:52 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 7-hour, 32-minute period from Friday, 25 November 2022 at 17:28 UTC to Thursday, 01 December 2022 at 01:01 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 : 6734
Unique Edges : 4138
Edges With Duplicates : 12971
Total Edges : 17109
Number of Edge Types : 5
Retweet : 5764
MentionsInRetweet : 7759
Mentions : 2281
Tweet : 1180
Replies to : 125
Self-Loops : 1267
Reciprocated Vertex Pair Ratio : 0.0247165532879819
Reciprocated Edge Ratio : 0.0482407612303607
Connected Components : 553
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 5235
Maximum Edges in a Connected Component : 14756
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.766603
Graph Density : 0.000199338235874698
Modularity : 0.482766
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,734 Twitter users whose tweets in the requested range contained "#biodiversity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 December 2022 at 00:52 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 7-hour, 32-minute period from Friday, 25 November 2022 at 17:28 UTC to Thursday, 01 December 2022 at 01:01 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 : GraphServerTwitterSearch
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:
[333] protect,#biodiversity [310] #biodiversity,loss [283] citizens,assembly [272] constitution,protect [269] breaking,news [269] voted,referendum [269] news,irish [269] referendum,constitution [269] irish,citizens [269] assembly,voted Top Word Pairs in Tweet in G1:
[178] #biodiversity,loss [168] security,climate [168] services,#biodiversity [168] #biodiversity,health [168] ecosystem,critical [168] water,security [168] health,water [168] valuable,ecosystem [168] critical,services [168] #wetlands,valuable Top Word Pairs in Tweet in G2:
[67] transformative,power [67] #biodiversity,transformative [66] #forests,#trees [66] #trees,#agroforestry [66] #agroforestry,check [66] restoring,#biodiversity [66] protecting,restoring [66] power,#forests [66] check,cifor [64] cifor,protecting Top Word Pairs in Tweet in G3:
[97] tree,species [97] teetering,edge [97] one,third [97] species,currently [97] existence,forests [97] edge,existence [97] currently,teetering [97] third,tree [96] mikehudema,one [79] production,increased Top Word Pairs in Tweet in G4:
[47] #cop15,need [46] #biodiversity,#cop15 [45] trends,biodiversity [45] reverse,negative [45] negative,trends [44] natureecoevo,piece [44] published,today [44] unlikely,reverse [44] biodiversity,natureecoevo [44] fast,forest Top Word Pairs in Tweet in G5:
[253] citizens,assembly [252] voted,referendum [252] protect,#biodiversity [252] referendum,constitution [252] constitution,protect [252] breaking,news [252] assembly,voted [252] news,irish [252] irish,citizens [251] marcus_collier,breaking Top Word Pairs in Tweet in G6:
[9] deal,biodiversity' [9] breakthrough,deal [9] biodiversity',#biodiversity [9] #biodiversity,#nature [9] need,breakthrough [8] #climatechange,#biodiversity [8] climate,change [7] food,security [6] security,#biodiversity [6] biodiversity,food Top Word Pairs in Tweet in G7:
[23] see,another [23] another,instance [23] national,park [23] species,going [23] instance,unique [23] facing,extinction [23] unique,species [23] sad,see [23] hardships,facing [23] going,hardships Top Word Pairs in Tweet in G8:
[45] continuing,collaboration [44] discuss,continuing [43] variety,earthworms [43] types,small [43] teeming,#biodiversity [43] typically,healthy [43] 30,types [43] #biodiversity,include [43] earthworms,20 [43] 20,30 Top Word Pairs in Tweet in G9:
[16] #biodiversity,#ecology [14] climate,change [13] #twitternaturecommunity,#naturebeauty [11] #ecology,#sustainability [10] #sustainability,#noglyphosate [9] #naturebeauty,#nature [8] risk,oil [8] need,step [8] #biodiversity,africa [8] biggest,threat Top Word Pairs in Tweet in G10:
[40] learn,more [39] human,impact [39] bees,disappearing [39] rate,due [39] due,human [39] lieve,bees [39] disappearing,unprecedented [39] impact,learn [39] unprecedented,rate [39] bee,lieve Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G10: