The graph represents a network of 12,209 Twitter users whose recent tweets contained "climate change", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 04 November 2019 at 12:26 UTC.
The tweets in the network were tweeted over the 4-hour, 8-minute period from Monday, 04 November 2019 at 07:32 UTC to Monday, 04 November 2019 at 11:41 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 : 12210
Unique Edges : 15676
Edges With Duplicates : 2065
Total Edges : 17741
Number of Edge Types : 4
Retweet : 7431
Mentions : 6867
Tweet : 1889
Replies to : 1554
Self-Loops : 1940
Reciprocated Vertex Pair Ratio : 0.0116819237600765
Reciprocated Edge Ratio : 0.023094064420285
Connected Components : 1887
Single-Vertex Connected Components : 819
Maximum Vertices in a Connected Component : 7488
Maximum Edges in a Connected Component : 12154
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.151081
Graph Density : 9.93413312194539E-05
Modularity : 0.829586
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 12,209 Twitter users whose recent tweets contained "climate change", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 04 November 2019 at 12:26 UTC.
The tweets in the network were tweeted over the 4-hour, 8-minute period from Monday, 04 November 2019 at 07:32 UTC to Monday, 04 November 2019 at 11:41 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 : climate change
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[9439] climate,change [1103] believe,climate [1024] don,believe [1002] excused,conversation [982] change,excused [334] greta,thunberg [267] change,activists [266] rehimeng,ito [265] ng,climate [264] ng,rehimeng Top Word Pairs in Tweet in G1:
[1458] climate,change [945] believe,climate [918] don,believe [901] excused,conversation [900] change,excused [138] gavinnewsom,climate [30] realdonaldtrump,gavinnewsom [26] million,acres [24] change,hoax [23] forest,management Top Word Pairs in Tweet in G2:
[709] climate,change [28] tackle,climate [21] wear,clothes [21] clothes,re [21] re,part [21] part,problem [21] against,climate [20] believe,climate [19] carbon,tax [17] world,war Top Word Pairs in Tweet in G3:
[489] climate,change [116] desmond,tutu [75] necessarily,bankrupt [75] bankrupt,fossil [75] fossil,fuel [75] fuel,industry [75] industry,take [75] take,steps [75] steps,reduce [75] reduce,political Top Word Pairs in Tweet in G4:
[414] climate,change [240] same,people [240] people,jumping [240] jumping,defence [240] defence,billionaires [240] billionaires,lately [240] lately,ones [240] ones,mock [240] mock,abuse [240] abuse,greta Top Word Pairs in Tweet in G5:
[157] climate,change [23] change,warming [23] warming,past [23] past,18 [23] 18,years [23] years,armstrong [23] armstrong,economics [14] mcochrane21,noonesp06242884 [14] believe,climate [13] fossilbebare,voisinst Top Word Pairs in Tweet in G6:
[201] climate,change [44] help,fight [44] fight,climate [23] take,#climateaction [23] minister,environment [22] today,marks [22] marks,3rd [22] 3rd,anniversary [22] anniversary,entry [22] entry,force Top Word Pairs in Tweet in G7:
[274] climate,change [262] hindi,bading [262] bading,vhong [262] vhong,navarro [262] navarro,ang [262] ang,galing [262] galing,niya [262] niya,sumayaw [262] sumayaw,ako [262] ako,bakla Top Word Pairs in Tweet in G8:
[271] climate,change [89] 82,year [89] year,old [89] old,bones [89] bones,hurt [89] hurt,jane [89] jane,fonda [89] fonda,spent [89] spent,night [89] night,jail Top Word Pairs in Tweet in G9:
[232] climate,change [63] floods,maharashtra [63] maharashtra,badlapur [63] badlapur,man [63] man,made [63] made,disaster [63] disaster,blame [63] blame,rests [63] rests,authorities [63] authorities,mr Top Word Pairs in Tweet in G10:
[151] climate,change [48] experiment,performed [48] performed,researchers [48] researchers,uc [48] uc,davis [48] davis,cattle [48] cattle,fed [48] fed,diet [48] diet,consisting [48] consisting,percent Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: