The graph represents a network of 2,321 Twitter users whose recent tweets contained "sustainable brand", 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 Friday, 31 March 2023 at 14:35 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 38-minute period from Wednesday, 22 March 2023 at 08:40 UTC to Friday, 31 March 2023 at 14:18 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.
Vertices : 2321
Unique Edges : 2626
Edges With Duplicates : 398
Total Edges : 3024
Self-Loops : 530
Reciprocated Vertex Pair Ratio : 0.0082358040745557
Reciprocated Edge Ratio : 0.0163370593293207
Connected Components : 687
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 218
Maximum Edges in a Connected Component : 469
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.858689
Graph Density : 0.000431963036146726
Modularity : 0.810445
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,321 Twitter users whose recent tweets contained "sustainable brand", 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 Friday, 31 March 2023 at 14:35 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 38-minute period from Wednesday, 22 March 2023 at 08:40 UTC to Friday, 31 March 2023 at 14:18 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 : sustainable brand
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Vertex Radius : Betweenness Centrality
Vertex Alpha : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[290] sustainable,fashion [232] global,brand [230] fashion,line [230] brand,ambassador [230] line,astro [230] fashion,enthusiast [230] #bbrightvc,bbrightvc [230] astro,stuffs [230] ambassador,burberry [206] ve,seen Top Word Pairs in Tweet in G1:
[230] line,astro [230] astro,stuffs [230] sustainable,fashion [230] #bbrightvc,bbrightvc [230] fashion,enthusiast [230] global,brand [230] ambassador,burberry [230] fashion,line [230] brand,ambassador [204] s,collaborated Top Word Pairs in Tweet in G2:
[97] user,traffic [97] sustainable,over [97] over,time [97] time,marketing [97] increase,validity [97] needs,large [97] large,user [97] traffic,sustainable [96] planning,strategic [96] up,project Top Word Pairs in Tweet in G3:
[160] proven,models [80] high,rewards [80] calculated,risks [80] balance,between [80] outcomes,brand [80] models,provide [80] provide,sustainable [80] brand,need [80] both,s [80] innovations,proven Top Word Pairs in Tweet in G4:
[65] less,5 [65] digital,minded [65] individual,avatar [65] minded,brand [65] ai,create [65] customise,individual [65] size,skin [65] shape,size [65] style,body [65] skin,colour Top Word Pairs in Tweet in G5:
[64] sustainable,ethical [64] labor,never [64] never,make [64] make,sense [64] boring,basics [64] made,exploited [64] prices,boring [64] spending,sustainable [64] ethical,brand [64] basics,made Top Word Pairs in Tweet in G6:
[10] londonfoodlink,uksustain [10] report,londonfoodlink [10] brand,new [10] food,system [10] #equitable,food [10] joined,up [10] create,#healthy [10] find,out [10] london,taking [10] new,#goodfoodforalllondoners Top Word Pairs in Tweet in G7:
[44] communities,beg [44] many,communities [44] #nft,brand [44] business,model [44] devs,sustainable [44] model,legit [44] crystal,mint [44] sustainable,business [44] monday,april [44] april,3rd Top Word Pairs in Tweet in G8:
[28] 3,innovated [28] building,one [28] project,brand [28] innovated,system [28] sustainable,effective [28] away,1x [28] web,3 [28] unique,project [28] effective,community [28] celebrate,partnership Top Word Pairs in Tweet in G9:
[21] increase,validity [21] large,user [21] sustainable,over [21] over,time [21] user,traffic [21] traffic,sustainable [21] time,marketing [21] needs,large [20] strategic,partnership [20] up,project Top Word Pairs in Tweet in G10:
[28] companies,web3 [28] models,foundation [28] branches,operate [28] business,models [28] lifestyle,brand [28] nft,project [28] global,lifestyle [28] multiple,sustainable [28] tech,innovation [28] brand,tech Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: