The graph represents a network of 16,279 Twitter users whose recent tweets contained "climate AND solutions", 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 Friday, 13 September 2019 at 18:03 UTC.
The tweets in the network were tweeted over the 5-day, 9-hour, 17-minute period from Sunday, 08 September 2019 at 08:17 UTC to Friday, 13 September 2019 at 17:35 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 : 16279
Unique Edges : 22687
Edges With Duplicates : 4268
Total Edges : 26955
Self-Loops : 1458
Reciprocated Vertex Pair Ratio : 0.0100407769544438
Reciprocated Edge Ratio : 0.0198819239451294
Connected Components : 1341
Single-Vertex Connected Components : 641
Maximum Vertices in a Connected Component : 12875
Maximum Edges in a Connected Component : 23055
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.69159
Graph Density : 8.69317260126646E-05
Modularity : 0.735833
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5702] climate,change [4809] solutions,#climate [4153] #climate,crisis [3804] #climate,#energy [3788] #actonclimate,#climate [3285] crisis,let's [3273] #greennewdeal,#actonclimate [2541] let's,implement [2529] implement,#actonclimate [1865] implement,#greennewdeal Top Word Pairs in Tweet in G1:
[4402] solutions,#climate [3807] #climate,crisis [3484] #climate,#energy [3474] #actonclimate,#climate [3006] #greennewdeal,#actonclimate [2983] crisis,let's [2316] let's,implement [2294] implement,#actonclimate [1696] implement,#greennewdeal [1305] #energy,#cdnpoli Top Word Pairs in Tweet in G2:
[820] based,solutions [794] nature,based [578] protect,forests [574] forests,forests [574] forests,protect [493] #climateaction,summit [464] climate,change [459] climate,crisis [431] address,climate [416] solutions,address Top Word Pairs in Tweet in G3:
[1311] climate,change [1268] real,solutions [1257] spot,blaming [1257] blaming,climate [1257] change,existence [1257] existence,hurricanes [1257] hurricanes,deliberately [1257] deliberately,misleading [1257] misleading,even [1257] even,supported Top Word Pairs in Tweet in G4:
[964] climate,change [890] 2050,fight [890] fight,earth [890] new,issue [890] issue,climate [868] earth,introducing [855] introducing,time's [855] time's,new [36] climate,crisis [28] issue,time Top Word Pairs in Tweet in G5:
[290] climate,change [102] climate,solutions [73] solutions,climate [46] climate,crisis [38] change,solutions [29] sept,20 [27] 20,27 [27] #climatestrike,#strikewithus [27] climate,action [26] real,solutions Top Word Pairs in Tweet in G6:
[187] climate,change [138] climate,solutions [50] around,world [49] fantastic,overview [49] overview,emerging [49] emerging,topic [49] topic,climate [49] solutions,blue [49] blue,carbon [49] carbon,role Top Word Pairs in Tweet in G7:
[264] climate,change [208] solutions,climate [199] stand,solidarity [199] solidarity,brave [199] brave,amazon [199] amazon,employees [199] employees,pursue [199] pursue,long [199] long,term [199] term,solutions Top Word Pairs in Tweet in G8:
[319] climate,crisis [236] crisis,time [228] new,report [228] report,shows [228] shows,re [228] re,totally [228] totally,unprepared [228] unprepared,impacts [228] impacts,climate [228] time,call Top Word Pairs in Tweet in G9:
[137] climate,solutions [93] climate,change [44] clean,energy [37] solutions,caucus [37] act,address [37] address,#climatechange [37] #climatechange,natural [37] natural,disasters [37] disasters,#dorian [37] #dorian,become Top Word Pairs in Tweet in G10:
[228] blocking,#bahamians [228] #bahamians,entering [228] entering,florida [228] florida,#hurricanedorian [228] #hurricanedorian,precisely [228] precisely,#climate [228] #climate,justice [228] justice,attentive [228] attentive,white [228] white,supremacy 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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