The graph represents a network of 4,982 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 2/1/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 00:49 UTC.
The tweets in the network were tweeted over the 1632-day, 19-hour, 32-minute period from Tuesday, 14 August 2018 at 05:28 UTC to Thursday, 02 February 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 : 4982
Unique Edges : 2751
Edges With Duplicates : 8916
Total Edges : 11667
Number of Edge Types : 9
Retweet : 3728
MentionsInRetweet : 4776
Mentions : 1176
MentionsInReplyTo : 391
Tweet : 748
Replies to : 204
Quote : 407
MentionsInQuote : 225
MentionsInQuoteReply : 12
Self-Loops : 1044
Reciprocated Vertex Pair Ratio : 0.0233305156382079
Reciprocated Edge Ratio : 0.0455972245167685
Connected Components : 446
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 3541
Maximum Edges in a Connected Component : 9167
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.068974
Graph Density : 0.000243921683610083
Modularity : 0.490602
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,982 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 2/1/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 00:49 UTC.
The tweets in the network were tweeted over the 1632-day, 19-hour, 32-minute period from Tuesday, 14 August 2018 at 05:28 UTC to Thursday, 02 February 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:
[714] healthy,soil [576] climate,regulation [572] food,fibre [572] fuel,#biodiversity [572] provision,food [572] fibre,fuel [572] regulation,provision [565] vital,climate [565] soil,vital [563] recognize,healthy Top Word Pairs in Tweet in G1:
[370] healthy,soil [366] climate,regulation [363] vital,climate [363] regulation,provision [363] fuel,#biodiversity [363] provision,food [363] fibre,fuel [363] recognize,healthy [363] soil,vital [363] food,fibre Top Word Pairs in Tweet in G2:
[23] #biodiversity,loss [16] looking,forward [16] climate,change [14] go,circhive [13] #biodiversity,protection [12] circhive,kick [11] marked,doubious [11] claims,#biodiversity [11] doubious,claims [11] together,looking Top Word Pairs in Tweet in G3:
[328] healthy,soil [193] climate,regulation [192] regulation,provision [192] provision,food [192] fuel,#biodiversity [192] food,fibre [192] fibre,fuel [189] soil,vital [189] vital,climate [187] recognize,healthy Top Word Pairs in Tweet in G4:
[202] controllers,round [202] kill,moles [202] round,today [202] 'pest',controllers [202] neighbours,'pest' [202] moles,breaks [202] heart,moles [202] moles,essential [202] today,kill [202] essential,part Top Word Pairs in Tweet in G5:
[123] observation,day [58] #twofertuesday,observation [56] styx,mass [56] hawkmoth,acherontia [56] head,hawkmoth [56] mass,honey [56] eastern,death's [56] death's,head [56] day,eastern [56] acherontia,styx Top Word Pairs in Tweet in G6:
[12] #earthcapture,#floresnaturais [12] #mood,#nature [12] #자연,#인용 [12] #동기부여,#励志语录 [12] #quotes,#동기부여 [12] #maiara_bestetti,#earthcapture [12] #语录,#草花 [12] #草花,#動機 [12] #生物多様性,#自然が好き [12] #naturaleza,#生物多様性 Top Word Pairs in Tweet in G7:
[50] known,species [50] trees,over [50] contains,over [50] billion,trees [50] over,sq [50] covers,over [50] km,contains [50] amazon,covers [50] over,390 [50] 390,billion Top Word Pairs in Tweet in G8:
[110] italy,listen [110] boosting,#biodiversity [110] #biodiversity,protection [110] protection,italy [110] analyze,prevent [110] understanding,ecosystems [110] tech,boosting [110] ecosystems,tech [110] listen,analyze [107] huawei_tech4all,understanding Top Word Pairs in Tweet in G9:
[113] future,#climateaction [113] save,bukit [113] bukit,dinding [113] dinding,save [113] #climateaction,#biodiversity [113] #saveourforests,#savebukitdinding [113] save,future [113] #biodiversity,#saveourforests [112] shaqkoyok,save Top Word Pairs in Tweet in G10:
[33] #congorainforest,one [31] largest,reserves [31] #climateaction,#biodiversity [31] #biodiversity,#earthfirst [31] one,largest [30] reserves,#biodiversity [29] papeenrdc,pontifex [29] pontifex,pontifex_fr [25] #biodiversity,world [23] world,imperative 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 G7:
Top Replied-To in G10:
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: