The graph represents a network of 4,934 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 03:34 UTC.
The tweets in the network were tweeted over the 2476-day, 17-hour, 44-minute period from Tuesday, 10 May 2016 at 07:15 UTC to Monday, 20 February 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 : 4934
Unique Edges : 1258
Edges With Duplicates : 9660
Total Edges : 10918
Number of Edge Types : 9
Retweet : 4500
MentionsInRetweet : 5083
Quote : 162
Tweet : 294
MentionsInQuote : 67
MentionsInReplyTo : 324
Replies to : 168
Mentions : 301
MentionsInQuoteReply : 19
Self-Loops : 459
Reciprocated Vertex Pair Ratio : 0.00660714285714286
Reciprocated Edge Ratio : 0.0131275501153096
Connected Components : 126
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 4526
Maximum Edges in a Connected Component : 10233
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.349743
Graph Density : 0.000231599583589125
Modularity : 0.417657
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,934 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 03:34 UTC.
The tweets in the network were tweeted over the 2476-day, 17-hour, 44-minute period from Tuesday, 10 May 2016 at 07:15 UTC to Monday, 20 February 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 : 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:
[3067] coal,mine [3058] expansion,coal [3057] mine,germany [3057] protested,expansion [3057] part,group [3057] germany,kettled [3057] group,peacefully [3057] yesterday,part [3057] peacefully,protested [3055] gretathunberg,yesterday Top Word Pairs in Tweet in G1:
[3008] coal,mine [3007] expansion,coal [3007] part,group [3007] protested,expansion [3007] peacefully,protested [3007] mine,germany [3007] group,peacefully [3007] yesterday,part [3007] germany,kettled [3006] kettled,po Top Word Pairs in Tweet in G2:
[48] #riseupmovement,#climatestrike [48] #climatefinance,#riseupmovement [45] nad,defending [45] 000,nad [45] making,pay [45] pay,#reconafrica [45] #reconafrica,520 [45] namibia,silencing [45] voices,communities [45] 520,000 Top Word Pairs in Tweet in G3:
[135] fossil,fuel [104] stop,fossil [104] big,oil [103] interests,co [103] leaders,stop [103] #cop28,vital [103] opting,climate [103] world,leaders [103] fuel,interests [103] oil,exec Top Word Pairs in Tweet in G4:
[75] last,place [75] good,retweet [75] drilling,good [75] time,ban [75] oil,time [75] arctic,last [75] arctic,oil [75] oil,drilling [75] drilling,oil [75] anyone,drilling Top Word Pairs in Tweet in G5:
[112] #endfossilfuels,#keepitintheground [56] climatemessages,#endfossilfuels [32] #keepitintheground,#climateaction [25] #climateemergency,#climateactionnow [25] #keepitintheground,#climateemergency [22] #keepitintheground,#fightfor1point5 [21] trouble,#endfossilfuels [21] big,trouble [21] thanks,big [21] big,oil Top Word Pairs in Tweet in G6:
[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 Word Pairs in Tweet in G7:
[12] hotter,summers [12] summers,europe [12] europe,changing [12] slowing,care [12] changing,rainfall [12] ocean,circulation [12] rainfall,tropics [12] circulation,slowing [12] care,hotter [11] kentucky,largest Top Word Pairs in Tweet in G8:
[6] fossil,fuel [6] dawnroseturner,toddmckissick [6] neurozoinnovat1,ristori20 [6] jackthelad1947,neurozoinnovat1 [6] ruthptn,dawnroseturner [6] zalmodegicos,ruthptn [6] toddmckissick,jackthelad1947 [6] ristori20,kashthefuturist [5] arikring,zalmodegicos [5] kashthefuturist,adamroger Top Word Pairs in Tweet in G9:
[49] greta,stop [49] mining,germany [49] germany,historically [49] polluted,enough [49] coal,mining [49] planet,fighting [49] instead,stopping [49] enough,planet [49] stop,coal [49] stopping,greta Top Word Pairs in Tweet in G10:
[6] extinction,rebellion [6] protestors,extinction [6] liquid,outside [6] poured,black [6] rebellion,poured [6] protest,govt's [6] black,liquid [6] govt's,granting [6] ukhomeoffice,protest [6] outside,ukhomeoffice 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 G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: