The graph represents a network of 5,325 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 2/1/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 00:30 UTC.
The tweets in the network were tweeted over the 2187-day, 2-hour, 56-minute period from Sunday, 05 February 2017 at 22:04 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 : 5325
Unique Edges : 3689
Edges With Duplicates : 7674
Total Edges : 11363
Number of Edge Types : 9
Retweet : 2961
MentionsInRetweet : 3958
Tweet : 1593
Mentions : 1631
MentionsInReplyTo : 475
Replies to : 330
Quote : 203
MentionsInQuote : 201
MentionsInQuoteReply : 11
Self-Loops : 2050
Reciprocated Vertex Pair Ratio : 0.0299332697807436
Reciprocated Edge Ratio : 0.0581266197704554
Connected Components : 1217
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 2066
Maximum Edges in a Connected Component : 5995
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.802365
Graph Density : 0.000190544720867151
Modularity : 0.500504
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,325 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 2/1/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 00:30 UTC.
The tweets in the network were tweeted over the 2187-day, 2-hour, 56-minute period from Sunday, 05 February 2017 at 22:04 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 : #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:
[712] climate,change [116] #climatechange,#globalwarming [115] global,warming [100] dangerous,heat [95] #globalwarming,#climatechange [88] re,restoring [88] temperate,rainforests [88] deal,temperate [88] uk,big [88] catch,channel4news Top Word Pairs in Tweet in G1:
[117] climate,change [64] global,warming [61] #news,#climateline [61] source,co [50] #globalwarming,#climatechange [41] #climatechange,#nytimes [41] more,beneficial [39] #nytimes,#guardian [39] #greta,believe [39] beneficial,#greta Top Word Pairs in Tweet in G2:
[62] #climatechange,#savetheworld [57] #savetheworld,#climateaction [50] climate,change [41] means,burn [41] #climatechange,means [41] thing,clean [41] burn,way [41] danger,#climatechange [41] such,thing [41] clean,oil Top Word Pairs in Tweet in G3:
[17] fight,#climatechange [17] #twitterfiles,#treason [15] #treason,#noamnesty [14] #inflation,#shortages [12] causing,#inflation [12] #shortages,fight [11] #climatechange,#twitterfiles [10] shutting,down [9] #youtube,deleted [9] deliberately,causing Top Word Pairs in Tweet in G4:
[94] dangerous,heat [54] climate,change [47] population,committed [47] condemned,dangerous [47] 35,95 [47] world,population [47] world,locked [47] heat,world [47] heat,days [47] locked,dangerous Top Word Pairs in Tweet in G5:
[24] #love,show [24] donating,reusable [24] #menstrualhealth,donating [24] #education,#menstrualhealth [24] towards,girl [24] show,love [24] love,towards [24] girl,#education [24] month,#love [23] advance,collective Top Word Pairs in Tweet in G6:
[88] temperate,rainforests [88] channel4news,re [88] catch,channel4news [88] restoring,rainforests [88] uk,big [88] deal,temperate [88] re,restoring [88] big,deal [88] rainforests,uk [87] wildlifetrusts,catch Top Word Pairs in Tweet in G7:
[22] #biodiversity,loss [15] adapt,#climatechange [15] #climatechange,halt [15] halt,#biodiversity [15] #naturebasedsolutions,helping [15] helping,cities [15] globally,adapt [15] cities,globally [14] sean_p_goodwin,#naturebasedsolutions [14] loss,addr Top Word Pairs in Tweet in G8:
[75] breaking,greenpeace [75] sea,here's [75] occupied,shell [75] shell,platform [75] platform,route [75] north,sea [75] greenpeace,activists [75] route,north [75] activists,occupied [75] here's,#makeshellpay Top Word Pairs in Tweet in G9:
[37] #climatechange,#globalwarming [35] #globalwarming,#climatecrisis [25] tech,company [25] climate,tech [25] global,warming [24] save,earth [23] company,acts [23] warming,#climatechange [23] acts,save [23] earth,global Top Word Pairs in Tweet in G10:
[51] solutions,keep [51] yr,solutions [51] air,pollution [51] tb,kills [51] people,yr [51] pollution,more [51] more,deadly [51] war,smoking [51] million,people [51] kills,million Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: