The graph represents a network of 1,650 Twitter users whose recent tweets contained "sustainability fashion", 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 Monday, 11 October 2021 at 12:44 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 0-minute period from Saturday, 02 October 2021 at 17:32 UTC to Monday, 11 October 2021 at 12:32 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 : 1650
Unique Edges : 2645
Edges With Duplicates : 462
Total Edges : 3107
Number of Edge Types : 5
Tweet : 497
MentionsInRetweet : 1065
Mentions : 516
Retweet : 796
Replies to : 233
Self-Loops : 513
Reciprocated Vertex Pair Ratio : 0.0414707139803335
Reciprocated Edge Ratio : 0.0796387520525452
Connected Components : 455
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 436
Maximum Edges in a Connected Component : 1303
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.23654
Graph Density : 0.000895308451403054
Modularity : 0.766109
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,650 Twitter users whose recent tweets contained "sustainability fashion", 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 Monday, 11 October 2021 at 12:44 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 0-minute period from Saturday, 02 October 2021 at 17:32 UTC to Monday, 11 October 2021 at 12:32 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 : sustainability fashion
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:
[234] fast,fashion [131] fashion,sustainability [123] fashion,industry [111] sourcing,materials [110] nintendomad888,drdevonprice [110] drdevonprice,someone [110] someone,studying [110] studying,sustainability [110] sustainability,consumer [110] consumer,issue Top Word Pairs in Tweet in G1:
[35] sustainability,fashion [34] fast,fashion [29] fashion,industry [20] fashion,sustainability [18] john,boyega [14] sustainable,fashion [14] people,need [13] boyega,sustainability [13] fashion,key [13] key,people Top Word Pairs in Tweet in G2:
[110] nintendomad888,drdevonprice [110] drdevonprice,someone [110] someone,studying [110] studying,sustainability [110] sustainability,consumer [110] consumer,issue [110] issue,always [110] always,corporations [110] corporations,yes [110] yes,fast Top Word Pairs in Tweet in G3:
[48] fashion,sustainability [28] sustainable,fashion [23] abcs,fashion [23] fashion,glossary [22] eye,opening [22] opening,experience [22] experience,working [22] working,report [22] report,fashion [22] fashion,misinformation Top Word Pairs in Tweet in G4:
[4] ugly,truth [4] truth,#fastfashion [4] #fastfashion,#patriotact [4] #patriotact,#hasanminhaj [4] #hasanminhaj,#economics [4] #economics,#business [4] #business,#marketing [4] #marketing,#branding [4] #branding,#fashion [4] #fashion,#clothing Top Word Pairs in Tweet in G5:
[13] fast,fashion [9] #fashion,#sustainability [7] #fastfashion,#fashion [7] fashion,industry [5] sustainability,fashion [5] wonderful,night [5] night,launch [5] launch,sisters [5] sisters,fashion [5] fashion,rental Top Word Pairs in Tweet in G6:
[39] fashion,one [39] one,world [39] world,polluting [39] polluting,industries [39] industries,second [39] second,oil [39] oil,seeker [39] seeker,#sustainability [39] #sustainability,#esg [39] #esg,#csr Top Word Pairs in Tweet in G7:
[16] #fashion,#sustainability [11] #takei,#sustainability [11] #sustainability,#sustainable [11] #sustainable,#sustainablefashion [11] #sustainablefashion,#bamboo [11] #bamboo,#fashion [11] #sustainability,#fashion [10] #workfromhome,#naturelovers [9] #fashion,#ecofriendly [9] #ecofriendly,#workfromhome Top Word Pairs in Tweet in G8:
[25] sustainability,key [25] key,project [25] project,such [25] such,#nft [25] #nft,many [25] many,more [25] more,luxfiofficial [25] luxfiofficial,explore [25] explore,#nfts [25] #nfts,market Top Word Pairs in Tweet in G9:
[13] #textiles,#sustainability [10] know,more [8] more,sustainable [8] sustainable,fashion [8] fashion,hear [8] hear,dr [8] dr,mark [8] mark,sumner [8] sumner,uoldesign [8] uoldesign,podcast Top Word Pairs in Tweet in G10:
[43] simple,chic [43] chic,women [43] women,women [43] women,empowering [43] empowering,women [43] women,circular [43] circular,fashion [43] fashion,#equity [43] #equity,#crowdfunding [43] #crowdfunding,#invest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: