The graph represents a network of 14,146 Twitter users whose recent tweets contained "ClimateCrisis", 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 Monday, 24 October 2022 at 11:14 UTC.
The tweets in the network were tweeted over the 3-day, 17-hour, 48-minute period from Thursday, 20 October 2022 at 14:50 UTC to Monday, 24 October 2022 at 08:39 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 : 14146
Unique Edges : 25722
Edges With Duplicates : 9585
Total Edges : 35307
Number of Edge Types : 5
Retweet : 13502
MentionsInRetweet : 12565
Tweet : 3211
Replies to : 1476
Mentions : 4553
Self-Loops : 3542
Reciprocated Vertex Pair Ratio : 0.0121523191304676
Reciprocated Edge Ratio : 0.0240128267273202
Connected Components : 1527
Single-Vertex Connected Components : 821
Maximum Vertices in a Connected Component : 10860
Maximum Edges in a Connected Component : 31013
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.381144
Graph Density : 0.000134031221243371
Modularity : 0.647695
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 14,146 Twitter users whose recent tweets contained "ClimateCrisis", 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 Monday, 24 October 2022 at 11:14 UTC.
The tweets in the network were tweeted over the 3-day, 17-hour, 48-minute period from Thursday, 20 October 2022 at 14:50 UTC to Monday, 24 October 2022 at 08:39 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 : ClimateCrisis
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2320] #climate,#energy [1659] implement,#actonclimate [1447] #energy,#renewables [1440] #renewables,#renewableenergy [1364] oil,gas [1329] #climatecrisis,#climateemergency [1222] #actonclimate,#climateaction [1212] #climatecrisis,implement [1082] solutions,#climatecrisis [1078] #climateaction,#climate Top Word Pairs in Tweet in G1:
[1959] #climate,#energy [1460] implement,#actonclimate [1264] #energy,#renewables [1261] #renewables,#renewableenergy [1077] #actonclimate,#climateaction [1076] #climatecrisis,implement [938] solutions,#climatecrisis [933] oil,gas [931] #climateaction,#climate [930] development,100 Top Word Pairs in Tweet in G2:
[762] #climatecrisis,#climateemergency [631] #climatebrawl,#climatecrisis [235] climate,change [230] climate,deniers [175] #climatecrisis,#food [163] level,rise [163] sea,level [144] #climatecrisis,#climateaction [129] #climate,#energy [127] #russiaisaterroriststate,#putinwarcriminal Top Word Pairs in Tweet in G3:
[393] #juststopoil,#climatecrisis [391] sue,parfitt [389] holborn,#juststopoil [386] reverend,sue [386] arrested,juststop_oil [386] roadblock,holborn [386] 80,reverend [386] juststop_oil,roadblock [386] parfitt,arrested [178] dead,planet Top Word Pairs in Tweet in G4:
[174] climate,change [111] आब,द [111] क,आब [83] world,leaders [76] un,climate [76] change,conference [75] sharm,el [75] el,sheikh [74] कर,ड [73] tackle,#climatecrisis Top Word Pairs in Tweet in G5:
[108] responsible,#climatecrisis [108] loss,damage [107] people,responsible [107] adapted,world [107] impacts,well [107] stand,communities [107] communities,help [107] suffering,impacts [107] help,recover [107] world,stand Top Word Pairs in Tweet in G6:
[162] #climatecrisis,#climateaction [149] #globalwarming,#climatechange [125] #climateaction,#climatecrisis [98] #climatecrisis,#climateemergency [98] #climateemergency,#climatecrisis [95] climate,news [95] #climateaction,#esg [95] #esg,#carbon [95] #carbon,#sustainability [95] #sustainability,#netzero Top Word Pairs in Tweet in G7:
[240] 10,2022 [175] updated,forecast [175] forecast,d7 [175] #climatemergency,#climatecrisis [92] wow,#climatemergency [91] #climatecrisis,#climatemergency [90] massive,#heatdome [87] 2022,12h [85] #climatemergency,#extremeweather [78] record,heat Top Word Pairs in Tweet in G8:
[362] interest,peace [362] leaders,stop [362] important,#europeanunion [362] strong,positive [362] stop,bowing [362] peace,world [362] relationship,#china [362] dealing,challenges [362] #china,time [362] #us,imperialism Top Word Pairs in Tweet in G9:
[115] oil,gas [110] pass,law [110] europarl_en,pass [110] gas,projects [110] risky,bankroll [109] projects,expensive [109] law,oil [109] expensive,risky [109] banks,insurers [93] caused,#climatecrisis Top Word Pairs in Tweet in G10:
[122] #climatecrisis,#climateemergency [76] #climatechange,#climatecrisis [68] #globalwarming,#climatechange [43] #climatecrisis,#climateaction [42] #climateaction,#climatecrisis [38] #climate,#climateaction [33] #climateemergency,#climatecrisis [30] #globalwarming,#climate [30] #climatecrisis,#climatecatastrophe [27] #climatechange,#globalwarming Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: