The graph represents a network of 1,350 Twitter users whose recent tweets contained "sustainable brands", 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 14:24 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 25-minute period from Wednesday, 22 March 2023 at 08:46 UTC to Friday, 31 March 2023 at 14:11 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 : 1350
Unique Edges : 1541
Edges With Duplicates : 253
Total Edges : 1794
Self-Loops : 376
Reciprocated Vertex Pair Ratio : 0.0177332305319969
Reciprocated Edge Ratio : 0.0348484848484849
Connected Components : 417
Single-Vertex Connected Components : 227
Maximum Vertices in a Connected Component : 202
Maximum Edges in a Connected Component : 405
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.1441
Graph Density : 0.000724816736677374
Modularity : 0.744214
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,350 Twitter users whose recent tweets contained "sustainable brands", 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 14:24 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 25-minute period from Wednesday, 22 March 2023 at 08:46 UTC to Friday, 31 March 2023 at 14:11 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 brands
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[350] sustainable,brands [234] sustainable,fashion [209] luxury,brands [207] ve,seen [203] bright,fronting [203] fronting,luxury [203] fashion,line [203] brand,ambassador [203] line,astro [203] s,even Top Word Pairs in Tweet in G1:
[203] s,collaborated [203] collaborated,adidas [203] even,sustainable [203] line,astro [203] luxury,brands [203] astro,stuffs [203] louis,vuitton [203] ve,seen [203] enthusiast,ve [203] sustainable,fashion Top Word Pairs in Tweet in G2:
[182] styling,haul [182] new,clothes [182] keep,buying [182] clothes,everyday [182] haul,content [182] getting,lower [182] lower,even [182] im,keep [182] hail,im [182] brands,thrift Top Word Pairs in Tweet in G3:
[30] palm,oil [30] sustainable,palm [22] via,palmoildetect [19] generally,#palmoil [19] shop,ingredient [19] avoid,#boycott4wildlife [19] ingredient,names [19] #greenwashing,instead [19] names,stear [19] glyc,palm Top Word Pairs in Tweet in G4:
[80] brands,japan [80] sustainable,brands [78] ブランド,ジャパン [78] サステナブル,ブランド [78] ジャパン,sustainable [19] 正しい道,ヒートポンプとevが近年急浮上 [19] 2050年までに最大で15,5兆円規模に [19] 欧州が示す脱炭素への,正しい道 [19] ヒートポンプとevが近年急浮上,サステナブル [19] セメントのサーキュラーエコノミー市場,2050年までに最大で15 Top Word Pairs in Tweet in G5:
[18] #ecofriendly,products [18] products,categories [18] #shoplocal,#organic [18] sustainable,experience [18] help,start [18] one,stop [18] 2023,greenest [18] today,#shoplocal [18] brands,help [18] categories,brands Top Word Pairs in Tweet in G6:
[8] brands,visual [8] creativity,enables [8] patagonia,amp [8] levis,sustainable [8] enables,experimentation [8] between,patagonia [8] outdoor,adventure [8] point,sparks [8] starting,point [8] visual,starting Top Word Pairs in Tweet in G7:
[11] policy,jasmeengdugal [11] reject,animal [11] cruelty,designers [11] created,eco [11] sustainable,options [11] leather,pineapple [11] designers,use [11] options,faux [11] over,40 [11] animal,skins Top Word Pairs in Tweet in G8:
[12] read,more [7] made,order [7] down,fashion [7] back,centuries [7] fashion,system [7] solution,read [7] prioritise,growth [7] brands,continuing [7] bespoke,clothing [7] continuing,prioritise Top Word Pairs in Tweet in G9:
[13] black,women [13] #yam,#blackownedbusiness [13] hyper,skin [13] peachy_127,#hyperskin [13] conscious,black [13] skin,míe [13] míe,yam [13] comes,end [13] yam,peachy_127 [13] #womenshistorymonth,comes Top Word Pairs in Tweet in G10:
[3] akrsppakistan,rspn_pk [3] more,sustainable [3] brands,more [3] cisl_cambridge,gesiconnect [3] brsp_pakistan,akrsppakistan [3] make,brands [3] serve,purpose [3] right,time [3] energyalliance,tahirrasheed92 [3] tahirrasheed92,sustdev Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: