The graph represents a network of 7,266 Twitter users whose recent tweets contained "#circulareconomy", 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 Saturday, 13 July 2019 at 19:57 UTC.
The tweets in the network were tweeted over the 9-day, 19-hour, 25-minute period from Thursday, 04 July 2019 at 00:07 UTC to Saturday, 13 July 2019 at 19:33 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 : 7266
Unique Edges : 10282
Edges With Duplicates : 2647
Total Edges : 12929
Self-Loops : 1644
Reciprocated Vertex Pair Ratio : 0.0375840293338766
Reciprocated Edge Ratio : 0.0724452733876509
Connected Components : 765
Single-Vertex Connected Components : 401
Maximum Vertices in a Connected Component : 5658
Maximum Edges in a Connected Component : 11125
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.732562
Graph Density : 0.000192981329477874
Modularity : 0.692747
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[547] circular,economy [419] without,packaging [416] rainy,day [416] day,mumbai [416] mumbai,now [416] now,house [416] house,milk [416] milk,pakoda [416] pakoda,without [416] packaging,hot Top Word Pairs in Tweet in G1:
[177] circular,economy [42] roundtable,#circulareconomy [38] #cities,#regions [35] cities,regions [34] circular,cities [31] #circulareconomy,cities [28] victorian,government [28] government,developing [26] #circulareconomy,#sustainability [25] #circulareconomy,#sdgs Top Word Pairs in Tweet in G2:
[227] member,states [226] more,half [226] half,europe's [226] europe's,member [226] states,adopted [226] adopted,plan [226] plan,adopt [226] strategy,roadmap [225] adopt,#circulareconomy [225] #circulareconomy,strategy Top Word Pairs in Tweet in G3:
[415] rainy,day [415] day,mumbai [415] mumbai,now [415] now,house [415] house,milk [415] milk,pakoda [415] pakoda,without [415] without,packaging [415] packaging,hot [415] hot,tea Top Word Pairs in Tweet in G4:
[51] circular,economy [24] #circulareconomy,#sdgs [21] #sdgs,#globalgoals [20] #globalgoals,#sustainability [19] #environment,#plastic [17] #sustainability,#management [16] #management,#business [16] #business,#environment [15] ce_dailynews,circular [13] economy,101 Top Word Pairs in Tweet in G5:
[70] #circulareconomy,#sdgs [67] #sdgs,#globalgoals [66] #management,#business [63] #globalgoals,#sustainability [54] #sustainability,#management [53] #circulareconomy,#sustainability [53] #plastic,#recycle [51] #environment,#plastic [48] tomzoete,franse [41] #business,#environment Top Word Pairs in Tweet in G6:
[25] circular,economy [22] indicative,value [22] value,retention [22] retention,#circulareconomy [22] #circulareconomy,sure [22] sure,scientific [22] scientific,comes [22] comes,prove [22] prove,point [21] albaladm,indicative Top Word Pairs in Tweet in G7:
[55] taking,more [54] staggering,92b [54] 92b,tonnes [54] tonnes,raw [54] raw,material [54] material,extracted [54] extracted,yr [54] yr,taking [54] more,nature [54] nature,provide Top Word Pairs in Tweet in G8:
[41] eiteu,climatekic [31] climatekic,along [31] along,several [31] several,european [31] european,stakeholders [31] stakeholders,advocating [31] advocating,alignment [31] alignment,eu [31] eu,s [31] s,#circulareconomy Top Word Pairs in Tweet in G9:
[160] #hyderabad,leads [160] leads,#recycle [160] #recycle,way [160] way,again [160] again,#ecofriendly [160] #ecofriendly,#solarenergy [160] #solarenergy,powered [160] powered,bus [160] bus,shelters [160] shelters,coming Top Word Pairs in Tweet in G10:
[20] #circulareconomy,#sustainability [17] covestro,works [17] works,partners [17] partners,develop [17] develop,co2 [17] co2,based [17] based,elastic [16] fibres,#circulareconomy [15] mudjeansnl,receives [15] receives,cash Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: