The graph represents a network of 5,827 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 04:48 UTC.
The tweets in the network were tweeted over the 1359-day, 3-hour, 51-minute period from Saturday, 18 May 2019 at 21:02 UTC to Monday, 06 February 2023 at 00:53 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 : 5827
Unique Edges : 2359
Edges With Duplicates : 10055
Total Edges : 12414
Number of Edge Types : 9
Retweet : 3939
MentionsInRetweet : 4662
MentionsInQuoteReply : 24
MentionsInReplyTo : 1880
Replies to : 921
Tweet : 651
Quote : 88
Mentions : 224
MentionsInQuote : 25
Self-Loops : 817
Reciprocated Vertex Pair Ratio : 0.0159045725646123
Reciprocated Edge Ratio : 0.0313111545988258
Connected Components : 590
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 3511
Maximum Edges in a Connected Component : 8241
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.204726
Graph Density : 0.000195681042787016
Modularity : 0.529004
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,827 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 04:48 UTC.
The tweets in the network were tweeted over the 1359-day, 3-hour, 51-minute period from Saturday, 18 May 2019 at 21:02 UTC to Monday, 06 February 2023 at 00:53 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:
[2591] bill,gates [1138] climate,change [638] hard,environment [638] eggs,hard [636] gates,2013 [634] jeffrey,epstein [628] animal,products [627] epstein,buddy [627] 2013,animal [627] buddy,bill Top Word Pairs in Tweet in G1:
[602] jeffrey,epstein [602] epstein,buddy [602] eggs,hard [602] bill,gates [602] hard,environment [602] 2013,animal [602] products,eggs [602] gates,2013 [602] buddy,bill [602] animal,products Top Word Pairs in Tweet in G2:
[489] pit,known [489] over,50 [489] known,gates [489] years,probably [489] probably,burn [489] 50,years [489] hell,turkmenistan [489] fire,pit [489] burning,over [489] turkmenistan,burning Top Word Pairs in Tweet in G3:
[368] bill,gates [352] climate,change [347] private,jet [342] concerned,climate [342] very,concerned [342] flies,private [341] conferences,over [341] jet,conferences [341] drelidavid,bill [341] change,flies Top Word Pairs in Tweet in G4:
[203] climate,change [156] private,jets [156] billgates,abc730 [154] goddeketal,billgates [153] abc730,climate [153] change,owner [153] time,act [153] owner,private [153] jets,time [153] mission,bring Top Word Pairs in Tweet in G5:
[218] think,tank [167] petersweden7,think [118] climate,deniers [118] accusing,jamesmelville [118] report,accusing [118] deniers,guess [118] jamesmelville,being [118] isd,wrote [118] wrote,report [118] being,climate Top Word Pairs in Tweet in G6:
[235] bill,gates [220] anointed,keeper [220] bad,environment [220] environment,gates [220] gates,began [220] self,anointed [220] planet,eggs [220] keeper,planet [220] began,gobbling [220] 2013,bill Top Word Pairs in Tweet in G7:
[185] elite,2021 [185] carbon,footprint [185] gates',annual [185] according,study [185] footprint,worlds [185] worlds,elite [185] annual,footprint [185] study,looking [185] looking,carbon [185] footprint,493 Top Word Pairs in Tweet in G8:
[183] climate,lockdowns [183] cities,climate [183] minute,cities [183] oxford,listen [183] 15,minute [183] spin,15 [183] barriers,gates [183] councils,spin [183] listen,councils [183] lockdowns,barriers Top Word Pairs in Tweet in G9:
[123] climate,change [120] beach,front [119] elites,buying [119] levels,rising [119] sea,levels [119] rising,lot [119] buying,beach [119] lot,elites [119] front,properties [119] change,sea Top Word Pairs in Tweet in G10:
[82] bill,gates [48] climate,change [9] gates,kiaus [9] kiaus,schwab [8] gates,invests [8] biii,gates [7] cow,burps [7] economic,forum [7] world,economic [6] used,narrative Top Replied-To in Entire Graph:
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 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: