The graph represents a network of 3,919 Twitter users whose recent tweets contained "actonclimate", 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 03:40 UTC.
The tweets in the network were tweeted over the 1821-day, 4-hour, 15-minute period from Monday, 15 January 2018 at 20:44 UTC to Wednesday, 11 January 2023 at 00:59 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 : 3919
Unique Edges : 346
Edges With Duplicates : 9792
Total Edges : 10138
Number of Edge Types : 8
Retweet : 4716
MentionsInRetweet : 4828
Tweet : 253
Mentions : 146
MentionsInQuote : 9
Quote : 56
Replies to : 40
MentionsInReplyTo : 90
Self-Loops : 290
Reciprocated Vertex Pair Ratio : 0.00429401363980803
Reciprocated Edge Ratio : 0.0085513078470825
Connected Components : 89
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 3649
Maximum Edges in a Connected Component : 9577
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.176043
Graph Density : 0.000258944493788914
Modularity : 0.276062
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,919 Twitter users whose recent tweets contained "actonclimate", 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 03:40 UTC.
The tweets in the network were tweeted over the 1821-day, 4-hour, 15-minute period from Monday, 15 January 2018 at 20:44 UTC to Wednesday, 11 January 2023 at 00:59 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 : actonclimate
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:
[849] world's,first [847] rewilded,country [847] looking,rewild [847] 30,country [847] country,2030 [847] rewild,30 [847] aiming,world's [847] first,rewilded [847] country,looking [846] scotland,aiming Top Word Pairs in Tweet in G1:
[826] world's,first [825] first,rewilded [825] aiming,world's [825] rewild,30 [825] country,looking [825] rewilded,country [825] looking,rewild [825] 30,country [825] country,2030 [824] scotland,aiming Top Word Pairs in Tweet in G2:
[25] extreme,weather [25] climate,crisis [24] worsened,extreme [24] study,finds [24] relentless,rain [24] rain,record [24] finds,climate [24] heat,study [24] crisis,worsened [24] record,heat Top Word Pairs in Tweet in G3:
[8] take,action [7] carbon,footprint [5] #climatechange,happening [5] future,generations [5] climate,change [5] reduce,carbon [5] planet,future [4] action,reduce [4] happening,take [4] footprint,protect Top Word Pairs in Tweet in G4:
[10] instead,ridiculous [10] ridiculous,fairy [10] fairy,tales [10] science,gen [10] gen,22 [10] follow,science [10] science,instead [10] climate,crisis [10] tales,dressed [10] dressed,science Top Word Pairs in Tweet in G5:
[19] climate,emergency [8] distinction,important [8] lower,atmospheric [8] fear,climate [8] expectation,types [8] emergency,distinction [8] manufactured,fear [8] types,droughts [8] occuring,lower [8] atmospheric,co2 Top Word Pairs in Tweet in G6:
[55] climate,change [52] proof,climate [52] #actonclimate,fuck [52] time,proof [52] winter,time [52] warm,winter [52] change,#globalwarming [52] #globalwarming,#actonclimate [51] fuck,ai [6] bbcgoodfood,#january Top Word Pairs in Tweet in G7:
[8] #climateemergency,#actonclimate [8] #climatechange,#climateemergency [6] kevolwe_godfrey,asbelkemboi7 [6] #actonclimate,#onlyoneearth [6] brian_misiati,anne_tek [6] davidbusienei6,mithika_mwenda [6] mithika_mwenda,jeptooviola [6] anne_tek,davidbusienei6 [6] asbelkemboi7,brian_misiati [5] siralexkimutai,kevolwe_godfrey Top Word Pairs in Tweet in G8:
[20] apply,#actonclimate [19] #actonclimate,#climatejobs [12] united,states [11] states,apply [8] #operations,opportunity [5] #engineering,opportunity [4] #sales,opportunity [4] remote,apply [4] litter,token [4] remote,remote Top Word Pairs in Tweet in G9:
[4] ozone,layer [3] flames,#climateaction [3] twin,flames [3] #climateaction,#actonclimate [2] track,recover [2] global,warming [2] layer,track [2] recover,within [2] #actonclimate,ozone Top Word Pairs in Tweet in G10:
[6] envam,akenvironment [6] alaskawild,#actonclimate [6] akenvironment,alaskawild [6] #stopwillow,envam [6] potus,#stopwillow [6] asking,potus [6] re,asking [5] ellenruth,re [3] future,generations [2] thousands,community Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
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: