The graph represents a network of 5,645 Twitter users whose recent tweets contained "#climatechange", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 23:31 UTC.
The tweets in the network were tweeted over the 2810-day, 11-hour, 6-minute period from Sunday, 05 July 2015 at 12:53 UTC to Thursday, 16 March 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 : 5645
Unique Edges : 3864
Edges With Duplicates : 8115
Total Edges : 11979
Number of Edge Types : 9
Retweet : 3230
MentionsInRetweet : 4410
Tweet : 1290
Quote : 304
Replies to : 388
MentionsInReplyTo : 746
Mentions : 1447
MentionsInQuote : 149
MentionsInQuoteReply : 15
Self-Loops : 1909
Reciprocated Vertex Pair Ratio : 0.0245749873758626
Reciprocated Edge Ratio : 0.0479710859208149
Connected Components : 1077
Single-Vertex Connected Components : 431
Maximum Vertices in a Connected Component : 2520
Maximum Edges in a Connected Component : 6976
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.782226
Graph Density : 0.000191052335220107
Modularity : 0.519229
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,645 Twitter users whose recent tweets contained "#climatechange", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 23:31 UTC.
The tweets in the network were tweeted over the 2810-day, 11-hour, 6-minute period from Sunday, 05 July 2015 at 12:53 UTC to Thursday, 16 March 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 : TwitterSearch2
Graph Term : #climatechange
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:
[356] climate,change [245] اس,کا [245] کا,عملی [245] نکالنے,کے [245] عملی,حل [245] سے,کوئی [245] ملک,بھی [245] سکتا,اس [245] مسئلہ,ہے [245] بھی,اکیلا Top Word Pairs in Tweet in G1:
[102] synthesis,report [76] sixth,assessment [75] assessment,report [73] report,#climatechange [72] #climatechange,2023 [72] 2023,synthesis [71] final,part [70] 20,march [70] part,sixth [70] march,#ipcc Top Word Pairs in Tweet in G2:
[86] climate,change [18] #climatechange,#climatecrisis [13] #climate,#climatechange [12] learn,more [11] #climatechange,#globalwarming [10] #climatechange,#environment [9] #environment,#climatechange [9] #climatechange,#sustainability [9] #sustainability,#climatechange [8] read,more Top Word Pairs in Tweet in G3:
[245] اور,سیاست [245] عملی,حل [245] سے,کوئی [245] تنازعات,اور [245] بھی,اکیلا [245] جنگ,تنازعات [245] حل,نکالنے [245] کا,عملی [245] ایسا,مسئلہ [245] اکیلا,نہیں Top Word Pairs in Tweet in G4:
[44] 03,2023 [36] #climatecrisis,#climateemergency [27] 14,03 [25] #climateemergency,#climatechange [22] #globalwarming,#climatechange [19] climate,change [18] respond,ongoing [18] #climatechange,budget [18] ongoing,impacts [18] impacts,#climatechange Top Word Pairs in Tweet in G5:
[35] countering,#climatechange [28] #tesla,#ev [26] #energycrisis,#climatechange [23] event,role [22] #climatechange,#climatecrisis [20] #ev,#renewables [20] #renewables,#climatechange [20] #energy,#energycrisis [20] #electricvehicles,#tesla [19] #climatechange,#renewableenergy Top Word Pairs in Tweet in G6:
[230] #kidlit,#childrensbooks [227] book,buy [227] foster,#literacy [227] child,book [227] #literacy,#compassion [227] buy,#kidlit [227] #compassion,child [116] #childrensbooks,#cate [116] atomsmovie,foster [111] #butterflies,#climatechange Top Word Pairs in Tweet in G7:
[27] source,co [26] #news,#climateline [22] #globalwarming,#climatechange [22] climate,change [18] #climatechange,#climateaction [15] #climatecrisis,#climateaction [14] climate,news [14] #cleandelhi,#swachhbharat [13] degree,more [13] #nevertoolate,#climatechange Top Word Pairs in Tweet in G8:
[40] #solar,#renewables [39] #sustainability,#environment [39] #svenvanzanten,#solar [39] #renewables,#climatechange [39] #climatechange,#sustainability [39] #environment,#energy [35] #cleanenergy,#electricity [35] #solarenergy,#solarpower [35] balls,covered [35] keep,animals Top Word Pairs in Tweet in G9:
[25] crosses,political [25] #climatechange,support [25] support,teaching [25] 80,parents [25] political,divides [25] support,crosses [25] more,80 [25] teaching,#climatechange [25] parents,support [24] ejinaction,more Top Word Pairs in Tweet in G10:
[12] love,garden [12] earth,help [12] garden,see [12] tips,help [12] incorporate,tips [12] conscious,gardening [12] gardening,love [12] climate,conscious [12] mother,earth [12] see,incorporate Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: