The graph represents a network of 14,539 Twitter users whose recent tweets contained "#sustainability", 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, 08 January 2021 at 04:21 UTC.
The tweets in the network were tweeted over the 5-day, 6-hour, 25-minute period from Saturday, 02 January 2021 at 20:00 UTC to Friday, 08 January 2021 at 02:26 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 : 14539
Unique Edges : 34200
Edges With Duplicates : 19544
Total Edges : 53744
Number of Edge Types : 5
Retweet : 10433
MentionsInRetweet : 28684
Mentions : 8475
Tweet : 5314
Replies to : 838
Self-Loops : 5626
Reciprocated Vertex Pair Ratio : 0.0306807832422587
Reciprocated Edge Ratio : 0.0595349864693213
Connected Components : 3007
Single-Vertex Connected Components : 1644
Maximum Vertices in a Connected Component : 8370
Maximum Edges in a Connected Component : 45880
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.747455
Graph Density : 0.00017133153118716
Modularity : 0.559135
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 14,539 Twitter users whose recent tweets contained "#sustainability", 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, 08 January 2021 at 04:21 UTC.
The tweets in the network were tweeted over the 5-day, 6-hour, 25-minute period from Saturday, 02 January 2021 at 20:00 UTC to Friday, 08 January 2021 at 02:26 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
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:
[435] more,sustainable [362] #sustainability,#sdgs [343] find,more [339] #climatechange,#sustainability [338] #conservation,#sustainability [335] #environment,#sustainability [332] #sustainability,#climatechange [329] net,zero [306] #sdgs,#sustainability [302] read,more Top Word Pairs in Tweet in G1:
[268] g_printmonitor,#print [268] #print,#printing [268] #printing,#workflow [268] #workflow,#labels [268] #labels,#consumables [268] #consumables,#packaging [268] #packaging,#largeformat [268] #largeformat,saslaugh [268] saslaugh,#digitalprinting [268] #digitalprinting,#sustainability Top Word Pairs in Tweet in G2:
[42] #sustainability,#environment [36] #sustainability,#climatechange [36] read,more [35] learn,more [34] #sustainablefashion,#sustainability [33] more,sustainable [31] #environment,#sustainability [29] find,more [29] climate,change [26] couple,before Top Word Pairs in Tweet in G3:
[184] #sdgs,#sustainability [156] #sustainability,#leadership [154] #leadership,#changeleadership [153] #consulting,#education [153] #education,#coaching [149] #keynotespeaker,#keynote [149] #keynote,#agile [147] margaretsiegien,pawlowskimario [141] #changeleadership,#consulting [141] #coaching,#keynotespeaker Top Word Pairs in Tweet in G4:
[209] #sustainability,#sdi20 [206] cities,more [206] more,sustainable [205] innovative,projects [205] projects,making [205] making,cities [205] sustainable,#sustainability [111] #environment,#sustainability [110] state,sustainability [110] sustainability,around Top Word Pairs in Tweet in G5:
[217] jackthelad1947,hanslak [143] ristori20,mzjacobson [140] #energytransition,#cleanenergy [130] christinemilne,ristori20 [130] mzjacobson,charluv2011 [130] charluv2011,bsuhic [130] bsuhic,njdoc [130] njdoc,ddelich [130] ddelich,elder_jodi [130] elder_jodi,devindthorpe Top Word Pairs in Tweet in G6:
[278] #conservation,#sustainability [261] #sdg6,#climatechange [261] #climatechange,#conservation [260] #sustainability,#waterconservation [245] #waterconservation,#waterconservationawareness [224] #waterconservationawareness,#waterconservationinitiative [222] #ekboondhpani,#sdg6 [141] bowl,full [139] screenshot,bowl [136] #contestalert,take Top Word Pairs in Tweet in G7:
[239] interested,environmentally [239] environmentally,conscious [239] conscious,#payments [239] #payments,learn [239] learn,#sustainability [239] #sustainability,#fintech [239] #fintech,commitment [239] commitment,being [239] being,carbon [239] carbon,net Top Word Pairs in Tweet in G8:
[18] 8pm,uk [18] uk,time [17] #sustainability,chat [16] year's,resolution [16] biggest,#sustainability [15] made,going [15] going,green [15] green,year's [15] resolution,more [15] more,eco Top Word Pairs in Tweet in G9:
[37] #nature,#sustainability [36] #naturephotography,#sustainability [31] #nature,#naturephotography [18] artificial,intelligence [18] doormats,made [18] made,village [18] village,girls [18] girls,waste [18] waste,wornout [18] wornout,clothes Top Word Pairs in Tweet in G10:
[186] being,done [186] done,help [186] help,cities [186] cities,emerge [186] emerge,challenges [186] challenges,depicted [186] depicted,pandemic [186] pandemic,register [186] register,attend [186] attend,virtual 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 G6:
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 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: