The graph represents a network of 5,835 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 00:31 UTC.
The tweets in the network were tweeted over the 1875-day, 4-hour, 22-minute period from Thursday, 18 January 2018 at 20:38 UTC to Thursday, 09 March 2023 at 01:00 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 : 5835
Unique Edges : 4011
Edges With Duplicates : 8006
Total Edges : 12017
Number of Edge Types : 9
Retweet : 2862
MentionsInRetweet : 4036
Tweet : 1583
Mentions : 1775
Quote : 226
Replies to : 426
MentionsInQuote : 160
MentionsInReplyTo : 792
MentionsInQuoteReply : 157
Self-Loops : 2149
Reciprocated Vertex Pair Ratio : 0.032285471537808
Reciprocated Edge Ratio : 0.0625514403292181
Connected Components : 1258
Single-Vertex Connected Components : 477
Maximum Vertices in a Connected Component : 2226
Maximum Edges in a Connected Component : 6041
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.503721
Graph Density : 0.000178459222728567
Modularity : 0.528236
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,835 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 00:31 UTC.
The tweets in the network were tweeted over the 1875-day, 4-hour, 22-minute period from Thursday, 18 January 2018 at 20:38 UTC to Thursday, 09 March 2023 at 01:00 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:
[443] climate,change [128] fight,against [114] source,co [112] #news,#climateline [110] against,#climatechange [87] #climatechange,#sustainability [84] #climatechange,#environment [79] decision,making [74] profmarkmaslin,#climatechange [74] #climatechange,#climatecrisis Top Word Pairs in Tweet in G1:
[77] climate,change [31] #climatechange,#climatecrisis [23] #climate,#climatechange [21] #climatechange,#sustainability [18] #globalwarming,#climatechange [14] global,warming [13] #climateaction,#globalwarming [13] #cleandelhi,#swachhbharat [13] #climatecrisis,#climateemergency [12] #jobs,#climatechange Top Word Pairs in Tweet in G2:
[114] source,co [112] #news,#climateline [58] climate,change [44] #climatechange,#environment [42] #savetheearth,#climatechange [41] #environment,#plasticfree [41] #savetheplanet,#savetheearth [39] #plasticfree,#zerowaste [39] #zerowaste,#gogreen [34] #gogreen,#ecofriendly Top Word Pairs in Tweet in G3:
[21] greener,healthier [21] healthier,future [21] trees,right [21] places,support [21] cooler,greener [21] support,cooler [21] right,trees [21] plant,right [21] right,places [20] effects,#deforestation Top Word Pairs in Tweet in G4:
[42] temperature,anomaly [40] extreme,temperature [32] stabilize,climate [31] 03,2023 [28] atmospheric,river [21] ipcc,ar6 [20] china,extreme [20] anomaly,china [20] 1990,extreme [20] anomaly,change Top Word Pairs in Tweet in G5:
[19] #sustainability,#climatechange [18] powered,street [18] mvollmer1,gvalan [18] street,light [18] light,#sustainability [18] pawlowskimario,mvollmer1 [18] wind,powered [18] mikequindazzi,pawlowskimario [18] #climatechange,mikequindazzi [17] gvalan,ipfcon Top Word Pairs in Tweet in G6:
[59] decision,making [56] effective,#climateaction [56] underrepresented,global [56] global,decision [56] making,#climatechange [56] requires,women's [56] #climateaction,requires [56] women,remain [56] remain,underrepresented [55] #climatechange,effective Top Word Pairs in Tweet in G7:
[19] hard,work [19] subsequent,achievements [19] vision,hard [19] pay,tribute [19] today,#womensday [19] #women,leading [19] achievements,#women [19] tribute,vision [19] work,subsequent [19] #womensday,pay Top Word Pairs in Tweet in G8:
[70] profmarkmaslin,#climatechange [48] climate,models [46] models,2004 [46] revolution,global [46] 2004,forecast [46] industrial,revolution [46] global,climate [46] before,industrial [46] warming,before [46] #climatechange,warming Top Word Pairs in Tweet in G9:
[16] #repentinitis,#chemtrails [16] #plandemic,#repentinitis [16] #chemtrails,#climatechange [11] achetés,soutiennent [11] l'#otan,non [11] mensonge,politiciens [11] non,l'#agenda2030 [11] non,l'#ue [11] non,l'#otan [11] l'#ue,#frexit Top Word Pairs in Tweet in G10:
[29] sea,ice [28] ice,extent [27] monthly,update [27] daily,sea [27] february,according [27] minimum,low [27] antarctic,daily [27] low,february [27] time,minimum [27] update,copernicusecmwf Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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: