The graph represents a network of 5 917 Twitter users whose recent tweets contained "circular economy", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 20 July 2021 at 07:57 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 37-minute period from Monday, 12 July 2021 at 01:37 UTC to Tuesday, 20 July 2021 at 07:15 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 : 5917
Unique Edges : 8040
Edges With Duplicates : 1772
Total Edges : 9812
Number of Edge Types : 5
Retweet : 3626
MentionsInRetweet : 2651
Mentions : 1934
Tweet : 1200
Replies to : 401
Self-Loops : 1233
Reciprocated Vertex Pair Ratio : 0,0313788060098391
Reciprocated Edge Ratio : 0,0608482660822483
Connected Components : 1141
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 3029
Maximum Edges in a Connected Component : 6081
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5,493836
Graph Density : 0,000221597091978819
Modularity : 0,770908
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5 917 Twitter users whose recent tweets contained "circular economy", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Tuesday, 20 July 2021 at 07:57 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 37-minute period from Monday, 12 July 2021 at 01:37 UTC to Tuesday, 20 July 2021 at 07:15 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 : TwitterSearch
Graph Term : circular economy
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4462] circular,economy [528] clean,energy [513] powered,innovation [513] innovation,clean [511] energy,circular [498] climate,law [497] #eugreendeal,growth [497] growth,model [497] model,powered [497] economy,climate Top Word Pairs in Tweet in G1:
[503] circular,economy [27] business,model [27] adopt,circular [26] economy,business [25] reasons,need [25] need,adopt [15] five,year [15] year,plan [14] climate,change [14] towards,circular Top Word Pairs in Tweet in G2:
[545] circular,economy [495] clean,energy [493] powered,innovation [493] innovation,clean [488] energy,circular [483] climate,law [482] #eugreendeal,growth [482] growth,model [482] model,powered [482] economy,climate Top Word Pairs in Tweet in G3:
[353] circular,economy [66] learn,more [64] infinitedfiber,nordshield [63] promoting,circular [60] transition,circular [60] uplink,wefuplink [58] thecirculars_21,angloamerican [57] discover,review [57] economy,uplink [55] angloamerican,ecolab Top Word Pairs in Tweet in G4:
[258] circular,economy [257] those,think [257] green,deal [257] deal,circular [257] economy,energy [257] energy,transition [257] transition,radical [256] think,green [256] radical,extreme [256] extreme,scale Top Word Pairs in Tweet in G5:
[173] circular,economy [30] learn,more [27] world,circular [25] read,more [23] economy,forum [23] first,time [23] 13,15 [18] register,today [18] sept,13 [18] ellen,macarthur Top Word Pairs in Tweet in G6:
[185] circular,economy [178] tokyo,games [178] games,remove [178] remove,more [178] more,carbon [178] carbon,atmosphere [178] atmosphere,emit [178] emit,demonstrate [178] demonstrate,shift [178] shift,towards Top Word Pairs in Tweet in G7:
[178] incinerator,produces [178] produces,energy [178] energy,doubles [178] doubles,recreational [178] recreational,site [178] site,copenhagen [178] copenhagen,denmark [178] denmark,read [178] read,more [178] more,'circular Top Word Pairs in Tweet in G8:
[165] circular,economy [18] more,info [17] madhumohan,chief [17] chief,innovation [17] innovation,officer [17] officer,environment [15] round,table [15] redefining,technology [15] technology,itspmagazine [15] itspmagazine,role Top Word Pairs in Tweet in G9:
[95] circular,economy [78] sustainable,waste [78] waste,management [78] management,micro [78] micro,nano [78] nano,plastics [78] plastics,environment [55] environment,circular [47] circular,plastic [47] plastic,economy Top Word Pairs in Tweet in G10:
[4] noturbine,dickmackintosh [4] dickmackintosh,fiddlers__green [4] fiddlers__green,tcaddy5 [4] tcaddy5,halbrow68884227 [4] halbrow68884227,narvuntien [4] narvuntien,gourlay_maurice [4] gourlay_maurice,medbennett [4] medbennett,sander_1954 [4] sander_1954,mentalmal1 [4] mentalmal1,bridgetholmstro Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
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 G5:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: