The graph represents a network of 5,887 Twitter users whose recent tweets contained "global warming", 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 07:03 UTC.
The tweets in the network were tweeted over the 4378-day, 6-hour, 28-minute period from Thursday, 10 February 2011 at 18:31 UTC to Monday, 06 February 2023 at 01:00 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 : 5887
Unique Edges : 1862
Edges With Duplicates : 10377
Total Edges : 12239
Number of Edge Types : 9
Retweet : 3607
MentionsInRetweet : 3828
Tweet : 715
Replies to : 1354
MentionsInReplyTo : 2442
Mentions : 129
Quote : 119
MentionsInQuote : 23
MentionsInQuoteReply : 22
Self-Loops : 918
Reciprocated Vertex Pair Ratio : 0.0216672179953688
Reciprocated Edge Ratio : 0.0424154120123037
Connected Components : 675
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 3768
Maximum Edges in a Connected Component : 8296
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.759178
Graph Density : 0.000178263860642855
Modularity : 0.478275
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,887 Twitter users whose recent tweets contained "global warming", 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 07:03 UTC.
The tweets in the network were tweeted over the 4378-day, 6-hour, 28-minute period from Thursday, 10 February 2011 at 18:31 UTC to Monday, 06 February 2023 at 01:00 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 : global warming
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:
[4497] global,warming [1954] satellite,data [1954] nasa,satellite [1946] warming,years [1945] warming,despite [1945] official,global [1944] years,months [1943] despite,475 [1943] months,nasa [1943] data,warming Top Word Pairs in Tweet in G1:
[1999] global,warming [1894] nasa,satellite [1894] official,global [1894] satellite,data [1893] warming,despite [1893] data,warming [1893] warming,years [1893] months,nasa [1893] despite,475 [1893] years,months Top Word Pairs in Tweet in G2:
[378] carbon,dioxide [372] dioxide,levels [213] peterdclack,global [210] ages,one [210] sustained,ice [210] unarguable,facts [210] fall,carbon [210] always,linked [210] linked,sustained [210] one,unarguable Top Word Pairs in Tweet in G3:
[217] global,warming [89] climate,change [55] ice,age [42] warming,climate [35] global,cooling [16] goddeketal,gore [15] changed,global [14] cooling,global [14] gore,started [14] started,global Top Word Pairs in Tweet in G4:
[172] global,warming [51] square,feet [34] climate,change [26] extreme,cold [24] jet,stream [20] periods,extreme [19] short,periods [18] arctic,air [18] expropriation,global [17] larger,3000 Top Word Pairs in Tweet in G5:
[215] global,warming [209] life,earth [209] earth,risk [209] called,global [209] warming,flies [209] warren,falsely [209] falsely,claims [209] risk,called [209] elizabeth,warren [209] claims,life Top Word Pairs in Tweet in G6:
[307] global,warming [47] #globalwarming,#climatechange [46] #guardian,#wsj [46] #nytimes,#guardian [46] #climatechange,#nytimes [42] warming,more [42] more,beneficial [40] #greta,believe [40] beneficial,#greta [35] believe,#globalwarming Top Word Pairs in Tweet in G7:
[25] global,warming [5] satellite,data [5] climate,change [5] nasa,satellite [4] years,months [4] despite,475 [4] warming,despite [4] jimstewartson,gretathunberg [4] warming,years [4] months,nasa Top Word Pairs in Tweet in G8:
[67] global,warming [49] hot,days [49] very,hot [48] 2017,bureau [48] number,very [48] 1954,having [48] days,showed [48] average,number [48] meteorology,graph [48] until,2017 Top Word Pairs in Tweet in G9:
[50] global,warming [14] climate,change [8] trick,book [8] tellerkindart,scottadamssays [8] effects,oldest [8] short,timeframes [8] zooming,short [8] nino,nina [8] book,global [8] timeframes,ignoring Top Word Pairs in Tweet in G10:
[86] global,warming [32] joncoopertweets,global [20] realize,talking [20] talking,global [20] concern,republicans [20] warming,deforestation [20] deforestation,clean [20] republicans,sure [20] clean,energy [20] energy,concern 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 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: