The graph represents a network of 13,158 Twitter users whose recent tweets contained "StandwithUkraine", 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, 01 June 2022 at 12:15 UTC.
The tweets in the network were tweeted over the 1-day, 1-hour, 15-minute period from Tuesday, 31 May 2022 at 09:22 UTC to Wednesday, 01 June 2022 at 10:38 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 : 13158
Unique Edges : 17948
Edges With Duplicates : 7637
Total Edges : 25585
Number of Edge Types : 5
Retweet : 12547
MentionsInRetweet : 4352
Replies to : 1573
Tweet : 4220
Mentions : 2893
Self-Loops : 4543
Reciprocated Vertex Pair Ratio : 0.0056644638196257
Reciprocated Edge Ratio : 0.011265116792755
Connected Components : 1394
Single-Vertex Connected Components : 808
Maximum Vertices in a Connected Component : 10150
Maximum Edges in a Connected Component : 20870
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.763956
Graph Density : 0.000104603860288522
Modularity : 0.639383
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13,158 Twitter users whose recent tweets contained "StandwithUkraine", 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, 01 June 2022 at 12:15 UTC.
The tweets in the network were tweeted over the 1-day, 1-hour, 15-minute period from Tuesday, 31 May 2022 at 09:22 UTC to Wednesday, 01 June 2022 at 10:38 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 : StandwithUkraine
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:
[1846] #stoprussia,#standwithukraine [1619] year,old [1567] kherson,region [1560] another,heartbreaking [1560] heartbreaking,story [1560] story,year [1560] old,maryna [1560] maryna,kherson [1560] region,lost [1560] lost,leg Top Word Pairs in Tweet in G1:
[1372] #stoprussia,#standwithukraine [1260] another,heartbreaking [1260] heartbreaking,story [1260] story,year [1260] year,old [1260] old,maryna [1260] maryna,kherson [1260] kherson,region [1260] region,lost [1260] lost,leg Top Word Pairs in Tweet in G2:
[233] ukrainian,children [214] harry,potter [214] potter,author [175] ukraine,#standwithukraine [157] joanne,rowling [156] author,joanne [156] rowling,raised [156] raised,funds [156] funds,ukrainian [156] children,many Top Word Pairs in Tweet in G3:
[211] #standwithukraine,#armukrainenow [128] #putinwarcrimes,#misstrauensvotum [127] #armukrainenow,#slavaukraini [123] #slavaukraini,#putinwarcrimes [55] #standwithukraine,#ukrainerussiawar [45] #ukrainewar,#war [45] #war,#standwithukraine [45] #ukrainerussiawar,#ukraine [45] #ukraine,#putinwarcriminal [45] #putinwarcriminal,#stopputin Top Word Pairs in Tweet in G4:
[507] #standwithukraine,#armukrainenow [462] #putinwarcriminal,#putinhitler [462] #putinhitler,#standwithukraine [459] sanitation,services [459] services,kyiv [459] kyiv,oblast [459] oblast,good [459] good,marketing [459] marketing,idea [459] idea,#putinwarcriminal Top Word Pairs in Tweet in G5:
[50] #stopputinnow,#standwithukraine [41] #ukraine,#standwithukraine [33] #standwithukraine,#ukraine [28] #standwithukraine,#stoprussianaggression [26] #nowar,#stopputinnow [23] #standwithukraine,#stoprussia [23] それにより第３次世界大戦への道を開くことにより,あなたの命の危険に合うことに同意したこととなります [23] あなたの命の危険に合うことに同意したこととなります,#nowar [22] #standwithukraine,#stopwar [21] #standwithukraine,#standupforukraine Top Word Pairs in Tweet in G6:
[244] stand,ukraine [197] ukraine,#standwithukraine [114] putin,killed [114] killed,hundreds [114] hundreds,ukraine [114] ukraine,children [114] children,war [114] war,putin [114] putin,injured [114] injured,thousands Top Word Pairs in Tweet in G7:
[639] latest,defence [639] defence,intelligence [639] intelligence,update [639] update,situation [639] situation,ukraine [639] 2022,find [639] find,more [639] more,uk [639] uk,government's [639] government's,response Top Word Pairs in Tweet in G8:
[661] #ukraine,#standwithukraine [468] #standwithukraine,#russiawarcrimes [460] #russia,#russiaukrainewar [399] #standwithukraine,#russia [315] #russiaukrainewar,#russiainvadedukraine [309] #russianukrainianwar,#russiainvadedukraine [309] #russiainvadedukraine,#mykolaiv [309] #mykolaiv,#melitopol [309] #melitopol,#slavaukraini [301] #russiawarcrimes,#stoprussia Top Word Pairs in Tweet in G9:
[388] town,once [388] once,industrial [388] industrial,centre [388] centre,#luhansk [388] #luhansk,region [388] region,completely [388] completely,destroyed [388] destroyed,#russian [388] #russian,invaders [388] invaders,literally Top Word Pairs in Tweet in G10:
[82] #standwithukraine,#ukrainerussiawar [62] damage,everywhere [62] everywhere,city [62] city,kharkiv [62] kharkiv,fresh [62] fresh,shelling [62] shelling,week [62] week,rendered [62] rendered,entire [62] entire,neighborhood Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: