The graph represents a network of 13,687 Twitter users whose recent tweets contained "climateaction", 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, 16 May 2022 at 13:14 UTC.
The tweets in the network were tweeted over the 4-day, 6-hour, 13-minute period from Thursday, 12 May 2022 at 04:43 UTC to Monday, 16 May 2022 at 10:56 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 : 13687
Unique Edges : 32997
Edges With Duplicates : 15218
Total Edges : 48215
Number of Edge Types : 5
Retweet : 13309
MentionsInRetweet : 23503
Mentions : 6827
Tweet : 3198
Replies to : 1378
Self-Loops : 3567
Reciprocated Vertex Pair Ratio : 0.024147975531605
Reciprocated Edge Ratio : 0.0471572001478995
Connected Components : 982
Single-Vertex Connected Components : 423
Maximum Vertices in a Connected Component : 11422
Maximum Edges in a Connected Component : 45381
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.062719
Graph Density : 0.000187694571162348
Modularity : 0.587738
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13,687 Twitter users whose recent tweets contained "climateaction", 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, 16 May 2022 at 13:14 UTC.
The tweets in the network were tweeted over the 4-day, 6-hour, 13-minute period from Thursday, 12 May 2022 at 04:43 UTC to Monday, 16 May 2022 at 10:56 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 : climateaction
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:
[1173] climate,change [1129] #climateaction,#climate [1085] #climatecrisis,#climateaction [885] #climateaction,#climatecrisis [841] #climate,#energy [782] #climatechange,#climateaction [665] #climateemergency,#climateaction [592] #actonclimate,#climateaction [529] #energy,#nature [527] scientists,153 Top Word Pairs in Tweet in G1:
[355] climate,change [291] #climatechange,#climateaction [266] #climatecrisis,#climateaction [194] #climateaction,#climatecrisis [180] climate,crisis [175] 50,50 [171] next,years [167] learn,more [158] #climatecrisis,#climateemergency [153] need,urgent Top Word Pairs in Tweet in G2:
[219] #climateaction,#climatecrisis [196] climate,change [159] #climate,change [143] #climatejustice,#climateaction [138] #climateaction,amp [137] amp,#climatereparations [133] #climateaction,#climateemergency [133] #fridaysforfuture,#climatestrike [130] #fridaysforfuture,#climateaction [130] #climatereparations,#savefuturebangladesh Top Word Pairs in Tweet in G3:
[711] #climateaction,#climate [690] #climate,#energy [478] #actonclimate,#climateaction [442] #energy,#nature [441] time,waste [441] waste,planet [441] planet,#actonclimate [440] #nature,#renewables [440] #renewables,#greennewdeal [439] over,11 Top Word Pairs in Tweet in G4:
[108] #ausvotes,#auspol [98] #climatecrisis,#climateaction [85] #auspol,#ausvotes [76] climate,change [68] #climateaction,#ausvotes [47] emissions,fallen [47] fallen,20 [47] 20,blatant [47] blatant,lie [47] lie,carbon Top Word Pairs in Tweet in G5:
[145] mzjacobson,profstrachan [136] demand,#climateaction [131] #climateaction,#sdg13 [112] michaelemann,mzjacobson [112] stracma,p_hannam [111] #auspol,#ausvotes [108] #sdgs,#fridaysforfuture [108] susanheaney,matthewshirts [108] matthewshirts,seth_leitman [108] seth_leitman,amazingchevvolt Top Word Pairs in Tweet in G6:
[53] #climatecrisis,#climateaction [50] climate,change [37] #climateaction,#climatecrisis [33] #climateaction,#climateemergency [23] #climatechange,#climateaction [18] #climateemergency,#climateaction [15] #climateactionnow,#climateaction [15] #climateaction,#climatechange [14] #climateaction,#climateactionnow [14] #climatecrisis,#climateemergency Top Word Pairs in Tweet in G7:
[252] #climatechange,human [252] human,activities [252] activities,altering [252] altering,ecosystems [252] ecosystems,damaging [252] damaging,biodiversity [252] biodiversity,creating [252] creating,niches [252] niches,pests [252] pests,thrive Top Word Pairs in Tweet in G8:
[109] #cleandelhi,#swachhbharat [76] ensure,#soil [76] #soil,organically [76] organically,rich [76] rich,healthy [76] healthy,planet [76] planet,capable [76] capable,regenerating [76] regenerating,itself [76] itself,manage Top Word Pairs in Tweet in G9:
[115] oil,gas [80] gas,lease [60] #climateaction,biden [60] biden,administration [60] administration,cancels [60] cancels,alaska [60] alaska,oil [60] lease,sale [60] sale,canceling [60] canceling,sale Top Word Pairs in Tweet in G10:
[68] 00,pm [34] 50,50 [34] 50,chance [34] chance,average [34] average,global [34] global,temperature [34] temperature,reaching [34] reaching,degrees [34] degrees,celcius [34] celcius,above 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: