The graph represents a network of 4,726 Twitter users whose recent tweets contained "keepitintheground", 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 04:03 UTC.
The tweets in the network were tweeted over the 2497-day, 16-hour, 32-minute period from Tuesday, 10 May 2016 at 07:15 UTC to Sunday, 12 March 2023 at 23:47 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 : 4726
Unique Edges : 1802
Edges With Duplicates : 9468
Total Edges : 11270
Number of Edge Types : 9
Retweet : 4269
MentionsInRetweet : 5115
Quote : 235
Replies to : 230
Mentions : 412
MentionsInReplyTo : 443
Tweet : 435
MentionsInQuote : 111
MentionsInQuoteReply : 20
Self-Loops : 685
Reciprocated Vertex Pair Ratio : 0.00969025783007441
Reciprocated Edge Ratio : 0.0191945158526135
Connected Components : 155
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 4287
Maximum Edges in a Connected Component : 10520
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.197054
Graph Density : 0.000261303562192263
Modularity : 0.459611
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,726 Twitter users whose recent tweets contained "keepitintheground", 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 04:03 UTC.
The tweets in the network were tweeted over the 2497-day, 16-hour, 32-minute period from Tuesday, 10 May 2016 at 07:15 UTC to Sunday, 12 March 2023 at 23:47 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 : keepitintheground
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:
[2084] coal,mine [2067] expansion,coal [2066] mine,germany [2066] protested,expansion [2066] part,group [2066] germany,kettled [2066] group,peacefully [2066] yesterday,part [2066] peacefully,protested [2064] gretathunberg,yesterday Top Word Pairs in Tweet in G1:
[2018] coal,mine [2017] expansion,coal [2016] part,group [2016] protested,expansion [2016] peacefully,protested [2016] mine,germany [2016] group,peacefully [2016] yesterday,part [2016] germany,kettled [2015] kettled,po Top Word Pairs in Tweet in G2:
[152] fossil,fuel [126] stop,fossil [103] big,oil [101] interests,co [101] leaders,stop [101] #cop28,vital [101] opting,climate [101] world,leaders [101] fuel,interests [101] oil,exec Top Word Pairs in Tweet in G3:
[55] #riseupmovement,#climatestrike [55] #climatefinance,#riseupmovement [47] #keepitintheground,#endfossilfuelsubsidies [46] nad,defending [46] 000,nad [46] making,pay [46] pay,#reconafrica [46] #reconafrica,520 [46] namibia,silencing [46] voices,communities Top Word Pairs in Tweet in G4:
[72] last,place [72] good,retweet [72] drilling,good [72] time,ban [72] oil,time [72] arctic,last [72] arctic,oil [72] oil,drilling [72] drilling,oil [72] anyone,drilling Top Word Pairs in Tweet in G5:
[173] #endfossilfuels,#keepitintheground [144] climatemessages,#endfossilfuels [62] #keepitintheground,#climateemergency [61] #climateemergency,#climateactionnow [37] #endfossilfuels,#endcoal [37] #endcoal,#keepitintheground [34] #keepitintheground,#climatecrisis [33] fossil,fuel [33] #keepitintheground,#climateaction [21] fuel,firms Top Word Pairs in Tweet in G6:
[119] 600,scientifiques [119] scientifiques,dont [118] plusieurs,co [118] bnpparibas,d'arrêter [118] d'arrêter,soutenir [118] dont,plusieurs [118] demandons,bnpparibas [118] rapports,giec [118] co,auteur [118] giec,demandons Top Word Pairs in Tweet in G7:
[54] frân,opencast [54] ffos,frân [54] opencast,mine [54] mine,merthyr [54] merthyr,tydfil [43] welsh,protestors [43] protestors,display [43] tydfil,wales [43] banner,ffos [43] #extinctionrebellion,welsh Top Word Pairs in Tweet in G8:
[39] greta,stop [39] mining,germany [39] germany,historically [39] polluted,enough [39] coal,mining [39] planet,fighting [39] instead,stopping [39] enough,planet [39] stop,coal [39] stopping,greta Top Word Pairs in Tweet in G9:
[32] legends,theausinstitute [32] shout,legends [32] australia's,climate [32] climate,scientists [32] experts,telling [32] scientists,experts [32] letter,australia's [32] theausinstitute,letter [31] telling,th [31] tassiewild,shout Top Word Pairs in Tweet in G10:
[36] zien,hoe [36] veel,vervuilende [36] ceo,heel [36] bedrijven,laat [36] moet,#keepitintheground [36] vervuilende,bedrijven [36] laat,40 [36] ex,ceo [36] hoe,niet [36] seconden,zien 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 G7:
Top Replied-To in G8:
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: