The graph represents a network of 5,442 Twitter users whose recent tweets contained "#climatechange", 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 00:31 UTC.
The tweets in the network were tweeted over the 3351-day, 12-hour, 33-minute period from Friday, 06 December 2013 at 12:27 UTC to Thursday, 09 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 : 5442
Unique Edges : 3654
Edges With Duplicates : 7741
Total Edges : 11395
Number of Edge Types : 9
Retweet : 2936
MentionsInRetweet : 3958
Mentions : 1606
Tweet : 1617
MentionsInQuote : 140
Quote : 235
MentionsInReplyTo : 512
Replies to : 368
MentionsInQuoteReply : 23
Self-Loops : 2099
Reciprocated Vertex Pair Ratio : 0.0266913809082484
Reciprocated Edge Ratio : 0.051994944935909
Connected Components : 1182
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 2085
Maximum Edges in a Connected Component : 5524
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.417926
Graph Density : 0.000187065673459052
Modularity : 0.513344
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,442 Twitter users whose recent tweets contained "#climatechange", 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 00:31 UTC.
The tweets in the network were tweeted over the 3351-day, 12-hour, 33-minute period from Friday, 06 December 2013 at 12:27 UTC to Thursday, 09 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 : #climatechange
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:
[487] climate,change [100] global,warming [96] #climatechange,#climatecrisis [94] #climatechange,#climateaction [91] bill,gates [88] #globalwarming,#climatechange [84] private,jets [82] impacts,#climatechange [81] #vote4climate,better [81] better,nigeria Top Word Pairs in Tweet in G1:
[108] climate,change [62] global,warming [46] #globalwarming,#climatechange [40] more,beneficial [39] #climatechange,#nytimes [38] #guardian,#wsj [38] #nytimes,#guardian [36] beneficial,#greta [36] warming,more [34] #greta,believe Top Word Pairs in Tweet in G2:
[51] #etauto,#climatechange [50] #climatechange,#climateaction [34] #climateaction,#cleanmobility [30] #tesla,#ev [30] #electricvehicle,#ev [26] #climatechange,#savetheworld [25] link,#etauto [25] climate,change [23] live,#etautoevc [23] #savetheworld,#climateaction Top Word Pairs in Tweet in G3:
[28] stop,oil [25] failed,stop [25] case,missed [25] powerless,government [25] stop,stop [25] missed,powerless [25] government,failed [25] peaceful,protest [25] oil,future [25] future,peaceful Top Word Pairs in Tweet in G4:
[47] #sustainability,#environment [47] #renewables,#climatechange [47] #climatechange,#sustainability [47] #svenvanzanten,#solar [47] #environment,#energy [47] #solar,#renewables [46] #energy,#cleanenergy [44] #klimaat,#nederland [44] #zonnepanelen,#klimaat [44] #solarenergy,#solarpower Top Word Pairs in Tweet in G5:
[15] global,challenges [14] nature,based [13] around,500 [13] against,global [13] estimated,air [13] aren,taking [13] anyone,time [13] ensure,nature [13] air,anyone [13] based,solutions Top Word Pairs in Tweet in G6:
[61] humanity,paying [61] being,used [61] paying,need [61] agenda,humanity [61] #haarp,being [61] need,come [61] used,accelerate [61] #climatechange,agenda [61] accelerate,#climatechange [60] come,toget Top Word Pairs in Tweet in G7:
[34] impacts,#climatechange [34] expected,impacts [34] vulnerability,current [34] current,expected [32] #climatechange,examples [32] reduce,vulnerability [32] actions,help [32] help,reduce [32] adaptation,actions [31] undp,adaptation Top Word Pairs in Tweet in G8:
[13] resilience,adaptation [11] #developmentgeography,giub_research [11] prof,schipper_lisa [11] department,works [11] professor,#developmentgeography [11] welcome,department [11] giub_research,welcome [11] schipper_lisa,professor [10] gap,#climatechange [10] giub_research,prof Top Word Pairs in Tweet in G9:
[25] climate,change [22] #climatechange,using [22] using,#voiceforclimate [22] running,protect [22] #voiceforclimate,grantshapps [22] time,running [22] world,#climatechange [22] protect,world [19] grantshapps,commit [19] net,zero Top Word Pairs in Tweet in G10:
[8] climate,change [7] honoured,meet [7] discussed,japan's [7] _africanunion,discussed [7] meet,horiuchi [7] horiuchi,toshihuko [7] japan,_africanunion [7] ambassador,japan [7] toshihuko,ambassador [7] japan's,support Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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: