The graph represents a network of 13,170 Twitter users whose recent tweets contained "#ESG OR @ESG_Project", 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 November 2021 at 18:00 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 52-minute period from Wednesday, 03 November 2021 at 16:47 UTC to Friday, 12 November 2021 at 12:40 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 : 13170
Unique Edges : 24427
Edges With Duplicates : 15627
Total Edges : 40054
Number of Edge Types : 5
Retweet : 9724
MentionsInRetweet : 16508
Mentions : 8248
Tweet : 4705
Replies to : 869
Self-Loops : 4895
Reciprocated Vertex Pair Ratio : 0.0376945335105967
Reciprocated Edge Ratio : 0.072650538849951
Connected Components : 2226
Single-Vertex Connected Components : 1277
Maximum Vertices in a Connected Component : 8559
Maximum Edges in a Connected Component : 33585
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.650135
Graph Density : 0.000153013453456217
Modularity : 0.600499
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 13,170 Twitter users whose recent tweets contained "#ESG OR @ESG_Project", 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 November 2021 at 18:00 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 52-minute period from Wednesday, 03 November 2021 at 16:47 UTC to Friday, 12 November 2021 at 12:40 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 : #ESG OR @ESG_Project
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:
[955] twtr,#esg [671] #sustainability,#esg [608] #esg,#sustainability [503] #fisker,#love [501] #love,#evs [501] #evs,#esg [424] learn,more [411] #netzero,#esg [383] paul,gosar [379] #esg,#weareembraer Top Word Pairs in Tweet in G1:
[187] #esg,#sustainability [99] #esg,#sdgs [96] read,more [95] #sustainability,#sdgs [94] #sustainability,#esg [86] #cop26,#esg [86] learn,more [75] net,zero [58] #acfview,#esg [58] #esg,webinar Top Word Pairs in Tweet in G2:
[63] environmental,social [61] social,governance [50] learn,more [49] #esg,#sustainability [47] #esg,#sustentabilidade [42] read,more [41] #sustainability,#esg [38] #meioambiente,#esg [34] governance,esg [32] #sdgs,#esg Top Word Pairs in Tweet in G3:
[940] twtr,#esg [375] paul,gosar [332] head,twittersafety [315] hey,jack [315] jack,search [315] search,going [315] going,head [315] twittersafety,anyone [315] anyone,minding [315] minding,store Top Word Pairs in Tweet in G4:
[352] #sustainability,#esg [207] #fintech,#finserv [181] #finserv,#esg [176] #marketing,#ar [176] #ar,#iot [176] #iot,#ai [176] #ai,#fintech [176] #blockchain,#neobanks [171] enricomolinari,#marketing [170] #esg,#blockchain Top Word Pairs in Tweet in G5:
[367] #carbonfree,24 [357] #netzero,#esg [333] 24,#cleanenergy [240] yee,haw [234] #cleanenergy,#netzero [204] #nuclear,#carbonfree [189] #uranium,#carbonfree [188] #uranium,#mining [183] physical,#uranium [174] #esg,#cleantech Top Word Pairs in Tweet in G6:
[68] sustmeme,csr [68] csr,business [62] business,top [62] top,500 [62] mcclelland,media [59] friday,mcclelland [59] media,#esg [52] #csrfriday,mcclelland [49] published,friday [49] #esg,#sustainablebusiness Top Word Pairs in Tweet in G7:
[50] #corpgov,#ceo [50] #ceo,#cfo [48] blairpalese,sciencenotdogma [48] sciencenotdogma,climateben [48] climateben,cipherclimate [48] cipherclimate,climatereality [47] #boardofdirectors,#governance [47] #esg,#csr [45] #board,#boardofdirectors [44] earthaccounting,darshanik Top Word Pairs in Tweet in G8:
[54] listen,jvcrum [46] lawofattraction,#esg [45] listen,#esg [34] jvcrum,lawofattraction [29] #lithium,miner [28] #renewable,#energy [25] #green,#renewable [24] #esg,#venturecapital [23] #lawofattraction,#esg [23] #rdc,metals Top Word Pairs in Tweet in G9:
[378] #esg,#weareembraer [300] #embraerstories,#esg [132] energia,family [124] #energiafamily,#embraerstories [119] propulsion,technologies [86] #sustainablefuture,#embraerstories [81] tecnologias,propulsão [76] saiba,mais [75] aircraft,concepts [72] propulsion,architectures Top Word Pairs in Tweet in G10:
[76] #realworldready,#defi4thepeople [60] #telosevm,#builtontelos [58] #builtontelos,#defi [58] #governance,#esg [58] #esg,#ecofriendly [56] #defi,#governance [55] learn,more [55] #ecofriendly,#greenestblockchain [53] tlos,#telos [53] #defi4thepeople,#telosevm 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: