The graph represents a network of 4,941 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 00:48 UTC.
The tweets in the network were tweeted over the 2094-day, 22-hour, 19-minute period from Tuesday, 13 June 2017 at 02:41 UTC to Thursday, 09 March 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 : 4941
Unique Edges : 2573
Edges With Duplicates : 8881
Total Edges : 11454
Number of Edge Types : 8
Retweet : 4059
MentionsInRetweet : 5140
Tweet : 626
MentionsInReplyTo : 233
Replies to : 126
Mentions : 878
Quote : 219
MentionsInQuote : 173
Self-Loops : 855
Reciprocated Vertex Pair Ratio : 0.0200136845706466
Reciprocated Edge Ratio : 0.0392419922857622
Connected Components : 441
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 3648
Maximum Edges in a Connected Component : 9355
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.547773
Graph Density : 0.000244299740992292
Modularity : 0.486147
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,941 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 00:48 UTC.
The tweets in the network were tweeted over the 2094-day, 22-hour, 19-minute period from Tuesday, 13 June 2017 at 02:41 UTC to Thursday, 09 March 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:
[412] many,more [412] historic,events [411] danube,romania [411] remember,last [411] rhine,germany [411] last,summer [411] romania,many [411] italy,rhine [411] more,historic [411] germany,danube Top Word Pairs in Tweet in G1:
[343] learn,more [339] life,earth [335] vital,life [334] ocean,vital [327] more,importance [327] earth,celebrate [327] ocean,learn [327] celebrate,ocean [323] importance,oce [323] unbiodiversity,ocean Top Word Pairs in Tweet in G2:
[376] germany,danube [376] danube,romania [376] summer,po [376] more,historic [376] last,summer [376] rhine,germany [376] romania,many [376] historic,events [376] italy,rhine [376] many,more Top Word Pairs in Tweet in G3:
[26] high,seas [16] ocean,#biodiversity [14] protect,#biodiversity [14] wildearth,#wildearth [12] native,plants [11] #wildearth,#biodiversity [11] seas,treaty [10] research,project [10] #biodiversity,#earthfirst [10] non,native Top Word Pairs in Tweet in G4:
[42] celebrating,beauty [23] beauty,diversity [19] unique,characteristics [19] characteristics,#animalcharacteristics [19] #animalcharacteristics,#biodiversity [19] animals,unique [19] types,animals [19] different,types [19] beauty,different [14] #animallover,#biodiversity Top Word Pairs in Tweet in G5:
[130] ocean's,food [130] food,chain [130] remove,#carbon [130] chain,remove [130] helping,regulate [130] regulate,ocean's [130] planet's,#ecosystem [130] essential,planet's [130] #whales,essential [130] #ecosystem,helping Top Word Pairs in Tweet in G6:
[104] women,girls [62] girls,around [62] science,conservation [62] #internationalwomensday,day [62] day,honour [62] around,world [62] #biodiversity,science [62] honour,women [62] world,#biodiversity [61] ipbes,#internationalwomensday Top Word Pairs in Tweet in G7:
[15] people,planet [14] worldwide,building [14] building,solutions [14] solutions,people [14] #women,worldwide [14] planet,#iwd2023 [13] globallf,#women [6] #savethebees,#teamseas [6] #teamtrees,#consciousplanet [6] 20,000 Top Word Pairs in Tweet in G8:
[10] #bees,shrank [10] shrank,62 [10] over,past [10] 62,those [10] populations,#bees [10] 15,years [10] years,populations [10] forested,landscape [10] past,15 [10] insects,forested Top Word Pairs in Tweet in G9:
[33] sustainable,use [29] governments,agreed [29] marine,biodiversity [29] use,marine [29] conservation,sustainable [29] agreed,final [29] treaty,conservation [29] language,treaty [29] final,language [28] biodiversity,area Top Word Pairs in Tweet in G10:
[58] outnumbered,non [58] natives,calls [58] british,plants [58] calls,stronger [58] native,british [58] plants,such [58] shown,native [58] harebells,outnumbered [58] report,shown [58] such,harebells Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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: