The graph represents a network of 5,303 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Friday, 30 December 2022 at 00:30 UTC.
The tweets in the network were tweeted over the 4714-day, 11-hour, 39-minute period from Sunday, 31 January 2010 at 23:18 UTC to Thursday, 29 December 2022 at 10:57 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 : 5303
Unique Edges : 3311
Edges With Duplicates : 8016
Total Edges : 11327
Number of Edge Types : 9
Mentions : 1281
Tweet : 1808
Retweet : 2752
MentionsInRetweet : 3744
MentionsInReplyTo : 862
Replies to : 476
Quote : 256
MentionsInQuote : 123
MentionsInQuoteReply : 25
Self-Loops : 2261
Reciprocated Vertex Pair Ratio : 0.0170890937019969
Reciprocated Edge Ratio : 0.0336039267509911
Connected Components : 1177
Single-Vertex Connected Components : 538
Maximum Vertices in a Connected Component : 2461
Maximum Edges in a Connected Component : 6510
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.65562
Graph Density : 0.00018839467464414
Modularity : 0.495669
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,303 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Friday, 30 December 2022 at 00:30 UTC.
The tweets in the network were tweeted over the 4714-day, 11-hour, 39-minute period from Sunday, 31 January 2010 at 23:18 UTC to Thursday, 29 December 2022 at 10:57 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:
[482] climate,change [249] sea,ice [213] source,co [211] #news,#climateline [138] fight,#climatechange [118] #climatechange,#globalwarming [109] #climatechange,#sustainability [109] nov,2022 [107] initiative,nov [107] summer,sea Top Word Pairs in Tweet in G1:
[80] climate,change [23] #climatechange,#climatecrisis [19] #sustainability,#climatechange [18] #climate,#climatechange [14] #climatechange,#globalwarming [14] #climatechange,#climateaction [13] #climatechange,#environment [12] change,#climatechange [12] #climatechange,#climate [11] #climatecrisis,#climateaction Top Word Pairs in Tweet in G2:
[52] climate,change [49] climate,news [42] #twitterfiles,#treason [42] #treason,#noamnesty [34] #globalwarming,#climatechange [32] #climatecrisis,#climateaction [30] #climateaction,#esg [29] reset,#buildbackbetter [29] economy,reset [28] cherry,pick Top Word Pairs in Tweet in G3:
[225] sea,ice [99] past,tipping [99] crossing,threshold [99] threshold,september [99] ice,crossing [99] initiative,nov [99] nov,2022 [99] cryosphere,initiative [99] tipping,cryosphere [99] summer,sea Top Word Pairs in Tweet in G4:
[58] #climatechange,#savetheworld [50] #savetheworld,#climateaction [27] climate,change [25] cold,wind [25] sound,cold [25] wind,#climatechange [22] world,trade [20] report,2022 [20] trade,report [20] trade,#climatechange Top Word Pairs in Tweet in G5:
[18] #biodiversity,loss [16] #climatechange,mitigation [16] #climatechange,#biodiversity [16] mitigation,adaptation [15] peatland,management [15] better,peatland [12] support,#climatechange [12] loss,support [12] halt,#biodiversity [12] unep,2022 Top Word Pairs in Tweet in G6:
[84] climate,change [83] pattern,time [83] time,treat [83] video,summary [83] second,video [83] summary,climate [83] notice,pattern [83] 1850,notice [83] 90,second [83] treat,#climatechange Top Word Pairs in Tweet in G7:
[10] advanceesg,#esg [7] #climate,#climatechange [6] everything,renewable [6] build,continent [6] biomass,build [6] electrify,everything [6] support,#actnow [6] climate,change [6] community,resilient [6] #esg,#climate Top Word Pairs in Tweet in G8:
[49] world,increased [34] affect,outcomes [33] warming,world [33] temperatures,affect [33] esaecology,mutualisms [33] esaecology,esaecology [33] increased,temperatures [33] mutualisms,warming [33] outcomes,multimutualist [16] mutualisms,#warming Top Word Pairs in Tweet in G9:
[59] #sustainability,#environment [59] #svenvanzanten,#solar [59] #renewables,#climatechange [59] #solar,#renewables [59] #climatechange,#sustainability [59] #environment,#energy [55] #solarenergy,#solarpower [55] #energy,#cleanenergy [54] #cleanenergy,#electricity [54] #electricity,#solarenergy Top Word Pairs in Tweet in G10:
[99] ड,य [99] sachkahoon,best [99] आप,त [99] श,आप [99] षण,sachkahoon [99] स,थ [99] ल,न [99] म,म [99] घ,षण [99] इक,ल Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: