The graph represents a network of 9 960 Twitter users whose recent tweets contained "#permafrost", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20 000 tweets, tweeted between 1.1.2020 20.54.25 and 27.8.2023 20.54.25. The network was obtained from Twitter on Sunday, 27 August 2023 at 21:00 UTC.
The tweets in the network were tweeted over the 3783-day, 10-hour, 33-minute period from Thursday, 18 April 2013 at 13:27 UTC to Monday, 28 August 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 9960
Unique Edges : 10898
Edges With Duplicates : 9253
Total Edges : 20151
Number of Edge Types : 9
Tweet : 6764
Mentions : 6903
Replies to : 1513
MentionsInReplyTo : 1282
Quote : 2194
MentionsInQuote : 1319
Retweet : 77
MentionsInRetweet : 17
MentionsInQuoteReply : 82
Self-Loops : 7885
Reciprocated Vertex Pair Ratio : 0,0242897419214921
Reciprocated Edge Ratio : 0,0474274825322888
Connected Components : 3172
Single-Vertex Connected Components : 2480
Maximum Vertices in a Connected Component : 5342
Maximum Edges in a Connected Component : 13791
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6,242241
Graph Density : 9,52297996081121E-05
Modularity : 0,479184
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 9 960 Twitter users whose recent tweets contained "#permafrost", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20 000 tweets, tweeted between 1.1.2020 20.54.25 and 27.8.2023 20.54.25. The network was obtained from Twitter on Sunday, 27 August 2023 at 21:00 UTC.
The tweets in the network were tweeted over the 3783-day, 10-hour, 33-minute period from Thursday, 18 April 2013 at 13:27 UTC to Monday, 28 August 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #permafrost
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1583] in,the [1136] of,the [635] the,#permafrost [554] climate,change [550] the,arctic [483] del,#permafrost [440] thawing,#permafrost [393] to,the [385] of,#permafrost [376] the,#arctic Top Word Pairs in Tweet in G1:
[369] in,the [326] the,#permafrost [240] #climatechange,#climatecrisis [233] what,happens [229] of,the [228] #permafrost,thaws [226] when,the [225] happens,when [216] #climate,#climateemergency [216] thaws,#climatechange Top Word Pairs in Tweet in G2:
[372] in,the [320] of,the [162] the,arctic [155] climate,change [151] thawing,#permafrost [110] the,#arctic [102] to,the [95] #permafrost,is [92] the,#permafrost [89] of,#permafrost Top Word Pairs in Tweet in G3:
[348] in,the [237] of,the [123] at,the [118] #permafrost,thaw [114] of,#permafrost [108] the,arctic [103] for,the [102] #climatechange,#permafrost [92] del,#permafrost [91] to,the Top Word Pairs in Tweet in G4:
[45] in,the [33] of,the [21] for,the [20] in,der [19] #permafrost,in [18] in,den [16] der,#permafrost [16] from,the [13] the,swiss [11] in,#permafrost Top Word Pairs in Tweet in G5:
[19] in,the [14] of,the [10] der,#permafrost [8] in,der [7] to,the [7] the,#permafrost [7] #permafrost,taut [6] in,die [6] timmermanseu,vsinkevicius [6] #permafrost,und Top Word Pairs in Tweet in G6:
[32] in,the [29] of,the [23] #permafrost,thaw [19] the,#permafrost [17] the,arctic [16] of,#permafrost [15] thawing,#permafrost [14] big,thaw [14] #permafrost,is [14] the,#arctic Top Word Pairs in Tweet in G7:
[41] in,the [34] of,the [22] the,#arctic [19] thawing,#permafrost [19] the,arctic [14] of,#permafrost [12] #arctic,#permafrost [11] to,the [11] #climatechange,#permafrost [11] #permafrost,thaw Top Word Pairs in Tweet in G8:
[10] in,the [7] of,the [7] check,out [6] #permafrost,is [6] climate,change [5] the,#permafrost [5] the,world [5] #climateacademy,#groundedinsolutions [4] thawing,#permafrost [4] to,learn Top Word Pairs in Tweet in G9:
[38] in,the [20] of,the [20] #permafrost,thaw [18] of,#permafrost [17] the,#arctic [16] the,arctic [10] in,our [9] check,out [8] melting,of [7] to,the Top Word Pairs in Tweet in G10:
[18] 'restore,us' [14] #permafrost,permafrostmusic [14] new,single [13] thisisbam,roheggda [10] roheggda,philphyne [7] single,'restore [7] the,new [6] for,the [6] by,#permafrost [6] save,stream Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: