The graph represents a network of 17,645 Twitter users whose recent tweets contained "#AmazonRainforest", 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, 23 August 2019 at 04:31 UTC.
The tweets in the network were tweeted over the 1-hour, 35-minute period from Thursday, 22 August 2019 at 19:54 UTC to Thursday, 22 August 2019 at 21:30 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 : 17645
Unique Edges : 21184
Edges With Duplicates : 670
Total Edges : 21854
Self-Loops : 1293
Reciprocated Vertex Pair Ratio : 0.000542459808659631
Reciprocated Edge Ratio : 0.00108433141110947
Connected Components : 916
Single-Vertex Connected Components : 398
Maximum Vertices in a Connected Component : 15501
Maximum Edges in a Connected Component : 19415
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.481132
Graph Density : 6.51691310634771E-05
Modularity : 0.830744
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3725] notre,dame [3480] fires,destroying [3473] destroying,#amazonrainforest [3471] worldwide,outcry [3471] cathedral,fire [3471] fire,same [3471] same,level [3471] level,outrage [3471] outrage,fires [3468] dame,cathedral Top Word Pairs in Tweet in G1:
[3270] notre,dame [3264] worldwide,outcry [3264] outcry,notre [3264] dame,cathedral [3264] cathedral,fire [3264] fire,same [3264] same,level [3264] level,outrage [3264] outrage,fires [3264] fires,destroying Top Word Pairs in Tweet in G2:
[2823] people,deliberately [2823] deliberately,starting [2823] starting,fires [2822] illegally,deforest [2822] deforest,indigenous [2822] indigenous,land [2822] land,cattle [2820] fires,#amazonrainforest [2820] #amazonrainforest,illegally [2820] cattle,ranching Top Word Pairs in Tweet in G3:
[1670] brazilian,states [1667] fire,season [1587] several,brazilian [1584] smoke,wildfires [1584] wildfires,#amazonrainforest [1584] #amazonrainforest,spreads [1584] spreads,several [1584] states,natural [1584] natural,color [1584] color,image Top Word Pairs in Tweet in G4:
[331] 20,world's [331] world's,oxygen [258] raging,#amazonrainforest [233] amazon,rainforest [216] wake,up [197] 'lungs,planet' [195] deeply,disturbing [195] disturbing,news [195] news,#amazonrainforest [195] #amazonrainforest,rightfully Top Word Pairs in Tweet in G5:
[441] #amazonrainforest,#amazonfire [440] #prayforamazonas,#amazonrainforest [432] amazon,rainforest [430] here,s [430] s,thread [430] thread,fucking [430] fucking,happen [430] happen,amazon [430] rainforest,dies [430] dies,#prayforamazonas Top Word Pairs in Tweet in G6:
[122] indigenous,peoples [117] made,map [117] map,show [117] show,#amazonfire [117] #amazonfire,hotspots [117] hotspots,#amazonrainforest [117] #amazonrainforest,overlap [117] overlap,protected [117] protected,areas [117] areas,indigenous Top Word Pairs in Tweet in G7:
[633] amazon,rainforest [251] 20,world's [251] world's,oxygen [251] oxygen,produced [249] #amazonrainforest,#amazonfire [234] more,20 [234] fires,raging [233] produced,amazon [233] rainforest,map [233] map,shows Top Word Pairs in Tweet in G8:
[52] #amazonfire,#amazonrainforest [39] #amazonrainforest,#amazonfire [34] amazon,rainforest [19] don,t [19] #amazonrainforest,#prayfortheamazon [13] #amazonfire,#amazonforest [13] #prayfortheamazon,#amazonrainforest [11] #amazonforest,#amazonrainforest [11] #amazonfires,#amazonrainforest [11] #prayforamazonia,#amazonrainforest Top Word Pairs in Tweet in G9:
[395] #prayfortheamazon,#amazonrainforest [302] painful,words [302] words,brazilian [302] brazilian,native [302] native,speaker [302] speaker,#prayfortheamazon [93] little,fiery [93] fiery,conspiracy [93] conspiracy,cold [93] cold,morning Top Word Pairs in Tweet in G10:
[374] #prayforamazonas,#amazonrainforest [372] #amazonrainforest,#amazonfire [369] believe,humans [369] humans,beautiful [369] beautiful,planet [369] planet,perish [369] perish,don [369] don,t [369] t,see [369] see,damage Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: