The graph represents a network of 13,081 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 Sunday, 11 July 2021 at 12:53 UTC.
The tweets in the network were tweeted over the 3-day, 2-hour, 0-minute period from Thursday, 08 July 2021 at 08:30 UTC to Sunday, 11 July 2021 at 10:30 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 : 13081
Unique Edges : 37340
Edges With Duplicates : 35295
Total Edges : 72635
Number of Edge Types : 5
Retweet : 14165
Mentions : 10721
MentionsInRetweet : 43267
Replies to : 1937
Tweet : 2545
Self-Loops : 3024
Reciprocated Vertex Pair Ratio : 0.0220816452247258
Reciprocated Edge Ratio : 0.043209161083938
Connected Components : 679
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 11574
Maximum Edges in a Connected Component : 70934
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.793664
Graph Density : 0.0002521281771283
Modularity : 0.465523
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,081 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 Sunday, 11 July 2021 at 12:53 UTC.
The tweets in the network were tweeted over the 3-day, 2-hour, 0-minute period from Thursday, 08 July 2021 at 08:30 UTC to Sunday, 11 July 2021 at 10:30 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:
[1801] #climatecrisis,#climateaction [1351] climate,change [891] #climateaction,#climatecrisis [580] #climateaction,#nature [566] ambitious,#climateaction [566] ahead,#cop26 [514] #climateemergency,#climateaction [510] #nature,#climateemergency [505] take,#climateaction [496] weather,events Top Word Pairs in Tweet in G1:
[767] #climatecrisis,#climateaction [715] climate,change [560] #climateaction,#climatecrisis [344] #climatecrisis,#climateemergency [318] #climateemergency,#climateaction [309] #climatechange,#climateaction [293] #climateaction,#climateemergency [264] take,#climateaction [166] summit,november [163] climate,action Top Word Pairs in Tweet in G2:
[408] present,credible [408] credible,amp [408] amp,ambitious [408] ambitious,#climateaction [405] countries,present [405] #climateaction,plans [403] plans,ahead [402] climate,impacts [402] impacts,see [402] see,today Top Word Pairs in Tweet in G3:
[207] climate,change [102] #climateaction,#keepitintheground [74] fossil,fuel [61] climate,crisis [58] plastic,waste [56] change,loaded [56] loaded,weather [56] weather,dice [56] dice,against [56] against,extremes Top Word Pairs in Tweet in G4:
[401] #climatecrisis,#climateaction [281] humanity,need [281] need,plant [281] plant,trillion [281] trillion,trees [281] trees,simultaneously [281] simultaneously,need [281] need,figure [281] figure,desalinate [281] desalinate,ocean Top Word Pairs in Tweet in G5:
[323] ristori20,mzjacobson [322] jackthelad1947,hanslak [316] christinemilne,ristori20 [316] mzjacobson,charluv2011 [316] charluv2011,bsuhic [316] ddelich,elder_jodi [316] elder_jodi,devindthorpe [313] amazingchevvolt,enricomolinari [313] climateguyw,paulhbeckwith [313] paulhbeckwith,stopadanicairns Top Word Pairs in Tweet in G6:
[466] #climateaction,#nature [454] #nature,#climateemergency [308] #climateemergency,#katyayan [225] mmuller2019,sophiapapadop10 [193] enzodeluca19881,mmuller2019 [191] marielah0489,enzodeluca19881 [185] alexander,pushkin [175] sophiapapadop10,mspadine [173] marcozito13,carloso28859673 [173] carloso28859673,taylorg64143008 Top Word Pairs in Tweet in G7:
[270] #renewableenergy,#climateaction [264] #saveenergy,#grundfos [255] #isaveenergy,#sdg13 [253] #climateaction,#saveenergy [157] #sdg13,#energyefficiency [157] #energyefficiency,#renewableenergy [150] carbon,dioxide [107] #sdg13,#energyefficient [107] #energyefficient,#renewableenergy [105] mention,answer Top Word Pairs in Tweet in G8:
[244] #wtpblue,#wtpearth [188] #climateaction,#demvoice1 [188] #demvoice1,#wtpblue [120] solar,power [98] climate,change [76] sky,falling [76] falling,#climateaction [76] #climateaction,imperative [76] imperative,fight [76] fight,#climatecrisis Top Word Pairs in Tweet in G9:
[44] #climatecrisis,#climateaction [28] climate,change [21] #climateaction,#climateemergency [16] #climatechange,#climateaction [15] #climateemergency,#climateaction [14] #climateaction,#climatecrisis [10] #climatecrisis,#climateemergency [8] #climateaction,#climatechange [7] #climateaction,#climate [6] climate,crisis Top Word Pairs in Tweet in G10:
[85] simple,#climatechange [85] #climatechange,happening [85] happening,dealing [85] dealing,#climatecrisis [85] #climatecrisis,extreme [85] extreme,rain [85] rain,amp [85] amp,#flooding [85] #flooding,happening [85] happening,today Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: