The graph represents a network of 19,342 Twitter users whose recent tweets contained "#climatechange", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 22 January 2020 at 22:42 UTC.
The tweets in the network were tweeted over the 12-hour, 26-minute period from Wednesday, 22 January 2020 at 08:58 UTC to Wednesday, 22 January 2020 at 21:25 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 19342
Unique Edges : 27325
Edges With Duplicates : 7904
Total Edges : 35229
Number of Edge Types : 5
Tweet : 3267
Mentions : 10512
MentionsInRetweet : 13851
Retweet : 6290
Replies to : 1309
Self-Loops : 3374
Reciprocated Vertex Pair Ratio : 0.00614964127092586
Reciprocated Edge Ratio : 0.0122241086587436
Connected Components : 2785
Single-Vertex Connected Components : 1395
Maximum Vertices in a Connected Component : 13007
Maximum Edges in a Connected Component : 28111
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.62004
Graph Density : 7.08512480333065E-05
Modularity : 0.709944
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 19,342 Twitter users whose recent tweets contained "#climatechange", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 22 January 2020 at 22:42 UTC.
The tweets in the network were tweeted over the 12-hour, 26-minute period from Wednesday, 22 January 2020 at 08:58 UTC to Wednesday, 22 January 2020 at 21:25 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
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:
[1626] tackling,#climatechange [1579] make,positive [1577] #climatechange,re [1576] impact,world [1575] positive,impact [1574] re,harnessing [1574] harnessing,#powerto [1573] #powerto,make [1558] world,thanks [1558] thanks,bofa_news Top Word Pairs in Tweet in G1:
[828] combat,#climatechange [821] #climatechange,crucial [817] problems,complex [817] complex,solutions [817] solutions,simple [817] simple,champions [817] champions,#1trilliontrees [817] #1trilliontrees,platform [817] platform,change [817] change,ecological Top Word Pairs in Tweet in G2:
[143] #climatecrisis,#climatechange [142] #climatechange,#climatecrisis [123] action,being [123] being,taken [113] climate,change [111] trump,attacked [111] attacked,youth [111] youth,strikers [111] strikers,gretathunberg [111] gretathunberg,'prophets Top Word Pairs in Tweet in G3:
[1542] re,harnessing [1542] harnessing,#powerto [1542] #powerto,make [1542] make,positive [1542] positive,impact [1542] impact,world [1540] tackling,#climatechange [1539] #climatechange,re [1537] world,thanks [1537] thanks,bofa_news Top Word Pairs in Tweet in G4:
[134] climate,change [47] #climatechange,#climateemergency [45] #climatechange,#climatecrisis [42] #climatechange,#globalwarming [31] #climatechange,#climateaction [26] carbon,footprint [26] #jobs,#climatechange [23] #climatechange,#environment [22] greta,thunberg [22] #climateemergency,#climatechange Top Word Pairs in Tweet in G5:
[197] nothing,#climatechange [191] far,ve [191] ve,fires [191] fires,nsw [191] nsw,victoria [191] victoria,forrests [191] forrests,grassland [191] grassland,rain [191] rain,forests [191] forests,anyone Top Word Pairs in Tweet in G6:
[400] #actonclimate,#climatechange [376] #greennewdeal,#actonclimate [248] #climatechange,#biodiversity [240] over,million [240] million,species [240] species,plants [240] plants,animals [240] animals,face [240] face,extinction [240] extinction,human Top Word Pairs in Tweet in G7:
[265] global,warming [214] historical,data [214] data,destroys [214] destroys,global [214] warming,myth [214] myth,people [214] people,waking [214] waking,50 [214] 50,state [214] state,record Top Word Pairs in Tweet in G8:
[43] end,extreme [43] win,race [43] race,against [43] against,#climatechange [43] #climatechange,conquer [39] extreme,poverty [39] poverty,win [39] conquer,injustice [33] decade,action [32] achieve,#globalgoals Top Word Pairs in Tweet in G9:
[28] #iowa,rally [28] mmflint,aoc [28] 8pm,doors [28] doors,30 [25] #nwo,#economía [25] #bernie2020,#notmeus [25] #greennewdeal,#climatechange [24] #climatechange,#climatecrisis [22] #bigus,#iowacaucus [22] #iowacaucus,university Top Word Pairs in Tweet in G10:
[190] #plastic,#innovation [190] #environment,#pollution [189] someone,develops [189] develops,biodegradable [189] biodegradable,plastic [189] plastic,protect [189] protect,marine [189] marine,life [189] life,made [189] made,fish Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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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:
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: