The graph represents a network of 5,549 Twitter users whose recent tweets contained "gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 04:48 UTC.
The tweets in the network were tweeted over the 1173-day, 6-hour, 50-minute period from Wednesday, 18 December 2019 at 18:07 UTC to Monday, 06 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5549
Unique Edges : 3025
Edges With Duplicates : 9618
Total Edges : 12643
Number of Edge Types : 9
Retweet : 3832
MentionsInRetweet : 5257
Tweet : 616
MentionsInReplyTo : 1602
Replies to : 856
Mentions : 279
Quote : 112
MentionsInQuote : 27
MentionsInQuoteReply : 62
Self-Loops : 794
Reciprocated Vertex Pair Ratio : 0.0126456379653311
Reciprocated Edge Ratio : 0.0249754454889855
Connected Components : 616
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 3428
Maximum Edges in a Connected Component : 8782
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.81804
Graph Density : 0.000231502444694401
Modularity : 0.539503
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,549 Twitter users whose recent tweets contained "gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 04:48 UTC.
The tweets in the network were tweeted over the 1173-day, 6-hour, 50-minute period from Wednesday, 18 December 2019 at 18:07 UTC to Monday, 06 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)
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:
[3495] bill,gates [2096] climate,change [916] gates,covid [827] spreads,climate [826] bats,spreads [823] comes,bats [819] covid,comes [759] drelidavid,bill [759] elonmusk,making [756] change,alsowarned Top Word Pairs in Tweet in G1:
[836] bill,gates [815] climate,change [759] covid,comes [758] gates,covid [756] comes,bats [756] bats,spreads [756] spreads,climate [744] drelidavid,bill [743] elonmusk,making [741] change,alsowarned Top Word Pairs in Tweet in G2:
[291] bill,gates [277] climate,misinformation [211] gates,funded [210] organization,tried [210] funded,organization [210] censored,internet [210] spreading,climate [210] tried,censored [210] internet,spreading [209] petersweden7,bill Top Word Pairs in Tweet in G3:
[251] bill,gates [150] goddeketal,billgates [149] climate,change [71] billgates,bill [33] human,activity [29] prime,minister [26] driving,climate [23] danger,world [22] act,bill [22] gates,believes Top Word Pairs in Tweet in G4:
[324] bill,gates [309] climate,change [297] change,bill [297] viruses,cross [297] viruses,climate [297] cross,over [297] gates,lying [297] over,animals [297] animals,climate [297] lying,again Top Word Pairs in Tweet in G5:
[133] bill,gates [87] climate,change [13] combat,climate [13] gates,green [11] darkening,skies [10] address,climate [10] philanthropist,bill [10] innovation,address [9] due,collision [9] light,old Top Word Pairs in Tweet in G6:
[217] bill,gates [173] storage,project [169] greenko,world's [169] integrated,renewable [169] largest,integrated [169] gates,curious [169] ap,ahead [169] renewable,energy [169] world's,largest [169] project,kurnool Top Word Pairs in Tweet in G7:
[205] bill,gates [171] jamesmelville,bill [159] unified,payments [159] public,goods [159] healthcare,systems [159] goods,unified [159] payments,interface [159] upi,whether [159] digital,public [159] gates,india Top Word Pairs in Tweet in G8:
[200] climate,change [196] bill,gates [89] gates,covid [80] came,bats [79] covid,came [68] except,didn [68] didn,narrative [68] spread,climate [68] change,except [68] bats,spread Top Word Pairs in Tweet in G9:
[130] bill,gates [74] npr,tens [74] variety,topics [74] dollars,misinform [74] public,wide [74] topics,including [74] including,climate [74] millions,dollars [74] gates,gives [74] wide,variety Top Word Pairs in Tweet in G10:
[43] bill,gates [23] climate,change [16] line,treasonous [16] treasonous,acts [16] drloupis,gates [16] arrested,fine [16] fine,line [16] gates,needs [16] needs,arrested [15] acts,event Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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:
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Top Tweeters in G9:
Top Tweeters in G10: