The graph represents a network of 2 761 Twitter users whose recent tweets contained "#osint (ukraine OR luhansk OR donbass)", 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 Thursday, 07 April 2022 at 21:49 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 33-minute period from Wednesday, 30 March 2022 at 17:36 UTC to Thursday, 07 April 2022 at 21:10 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 Fruchterman-Reingold layout algorithm.
Author Description
Vertices : 2761
Unique Edges : 3498
Edges With Duplicates : 1598
Total Edges : 5096
Number of Edge Types : 5
Retweet : 3001
MentionsInRetweet : 1133
Mentions : 446
Tweet : 458
Replies to : 58
Self-Loops : 475
Reciprocated Vertex Pair Ratio : 0,00815438977983148
Reciprocated Edge Ratio : 0,0161768670800755
Connected Components : 89
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 2568
Maximum Edges in a Connected Component : 4841
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3,485249
Graph Density : 0,000486722412064522
Modularity : 0,613051
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2 761 Twitter users whose recent tweets contained "#osint (ukraine OR luhansk OR donbass)", 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 Thursday, 07 April 2022 at 21:49 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 33-minute period from Wednesday, 30 March 2022 at 17:36 UTC to Thursday, 07 April 2022 at 21:10 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : #osint (ukraine OR luhansk OR donbass)
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1280] #russia,#ukraine [1226] #osint,#russia [1141] russian,unit [1141] unit,51460 [1141] 51460,64th [1141] 64th,motor [1141] motor,rifle [1141] rifle,brigade [1141] responsible,for [1141] for,#bucha Top Word Pairs in Tweet in G1:
[1159] #osint,#russia [1156] #russia,#ukraine [1090] russian,unit [1090] unit,51460 [1090] 51460,64th [1090] 64th,motor [1090] motor,rifle [1090] rifle,brigade [1090] brigade,allegedly [1090] allegedly,responsible Top Word Pairs in Tweet in G2:
[598] que,les [598] sont,une [302] les,crimes [301] la,russie [301] russie,est [299] certains,croient [299] croient,que [299] les,massacres [299] massacres,de [299] de,irpin Top Word Pairs in Tweet in G3:
[159] a,russian [108] of,the [84] the,#russian [84] #osint,di_ukraine [83] cruise,missile [82] update,provisional [82] provisional,geolocation [82] geolocation,of [82] #russian,bastion [82] bastion,p Top Word Pairs in Tweet in G4:
[171] in,this [171] this,short [171] short,i'll [171] i'll,share [171] share,the [171] the,4 [171] 4,interactive [171] interactive,maps [171] maps,i [171] i,use Top Word Pairs in Tweet in G5:
[71] #ukraine,#osint [52] verify,amp [39] in,#ukraine [38] human,rights [36] document,human [34] job,alert [34] alert,we're [34] we're,seeking [34] seeking,experienced [34] experienced,#osint Top Word Pairs in Tweet in G6:
[124] updates,amp [120] help,#digitalresistance [119] humanitarian,updates [118] #spaceshost,aprilsparkles1 [117] join,twitterspaces [117] #digitalresistance,#scicomm [100] amp,humanitarian [82] #osint,humanitarian [81] #spaceshost,grammardomin8rx [80] twitterspaces,w Top Word Pairs in Tweet in G7:
[38] in,#ukraine [36] georgian,fighters [36] fighters,volunteers [36] volunteers,in [36] in,a [36] a,school [36] school,in [36] #ukraine,playing [36] playing,a [36] a,beautiful Top Word Pairs in Tweet in G8:
[48] russian,military [40] #ukraine,#osint [34] #ukraine,#ukrainerussiawar [33] #ukrainians,were [33] were,giving [33] giving,instructions [33] instructions,to [33] to,#russian [33] #russian,soldiers [33] soldiers,how Top Word Pairs in Tweet in G9:
[62] along,with [57] thread,estimates [57] estimates,of [57] of,#russia [57] #russia,and [57] and,#ukraine [57] #ukraine,losses [57] losses,compared [57] compared,to [57] to,available Top Word Pairs in Tweet in G10:
[8] #ukraine,#osint [7] #osint,#ukraine [6] in,the [6] in,ukraine [5] #ukraine,#russia [4] the,russian [4] to,the [3] #osint,#russia [3] in,#ukraine [3] open,source Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
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: