The graph represents a network of 1 944 Twitter users whose recent tweets contained "#osint (ukraine OR russia)", 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 Sunday, 20 March 2022 at 18:10 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 1-minute period from Saturday, 12 March 2022 at 14:09 UTC to Sunday, 20 March 2022 at 17:11 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 : 1944
Unique Edges : 3274
Edges With Duplicates : 1428
Total Edges : 4702
Number of Edge Types : 5
Mentions : 416
MentionsInRetweet : 1402
Replies to : 42
Tweet : 756
Retweet : 2086
Self-Loops : 781
Reciprocated Vertex Pair Ratio : 0,012235153685467
Reciprocated Edge Ratio : 0,0241745283018868
Connected Components : 120
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 1686
Maximum Edges in a Connected Component : 4326
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4,017045
Graph Density : 0,000898021599113839
Modularity : 0,611166
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 944 Twitter users whose recent tweets contained "#osint (ukraine OR russia)", 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 Sunday, 20 March 2022 at 18:10 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 1-minute period from Saturday, 12 March 2022 at 14:09 UTC to Sunday, 20 March 2022 at 17:11 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 russia)
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:
[550] #russia,#ukraine [448] #osint,#russia [311] #ukraine,#osint [290] in,the [284] open,source [282] in,ukraine [230] source,intelligence [209] #osint,#ukraine [200] war,crimes [199] osint,open Top Word Pairs in Tweet in G1:
[199] open,source [187] source,intelligence [185] osint,open [179] in,ukraine [177] using,osint [174] killed,in [174] of,them [173] #osint,#opensource [172] tools,amp [172] amp,techniques Top Word Pairs in Tweet in G2:
[87] taking,the [87] the,kremlin [87] kremlin,from [87] from,his [87] his,couch [87] couch,eliot [87] eliot,higgins [87] higgins,amp [87] amp,bellingcat [87] bellingcat,are Top Word Pairs in Tweet in G3:
[137] #ukraine,#osint [88] #russia,#ukraine [74] this,list [54] #osint,#russia [52] #russia's,war [52] war,#ukraine [52] #nato,#eu [50] follow,this [50] list,for [48] in,#ukraine Top Word Pairs in Tweet in G4:
[335] #russia,#ukraine [312] #osint,#russia [37] #osint,#ukraine [31] of,the [31] siege,of [30] in,ukraine [28] in,the [28] #mariupol,#osint [27] #military,#osint [27] #kharkiv,#osint Top Word Pairs in Tweet in G5:
[132] in,the [130] #вмф,#russia's [130] #russia's,naval [130] naval,deployment [130] deployment,in [130] the,#mediterranean [130] #mediterranean,the [130] the,morning [130] morning,of [130] of,mar Top Word Pairs in Tweet in G6:
[54] to,tell [50] interesting,5ghz [50] 5ghz,signal [50] signal,red [50] red,in [50] in,image [50] image,captured [50] captured,by [50] by,sentinel [50] sentinel,1 Top Word Pairs in Tweet in G7:
[76] #osint,sentdefender [76] sentdefender,walterlekh [68] ralee85,grammardomin8rx [66] #ukrainerussianwar,#osint [65] walterlekh,vcdgf555 [65] vcdgf555,ralee85 [35] 1,2 [35] 2,#confirmed [35] footage,of [34] #confirmed,insane Top Word Pairs in Tweet in G8:
[37] i,have [37] have,updated [37] updated,my [37] my,russian [37] russian,tank [37] tank,identification [37] identification,guide [37] guide,with [37] with,new [37] new,t Top Word Pairs in Tweet in G9:
[9] #osint,#ukraine [7] #ukraine,#osint [6] in,ukraine [6] have,been [5] to,the [5] of,the [5] #ukraine,#ukrainerussiawar [5] social,media [4] the,#ukraine [4] #osint,#osintukraine Top Word Pairs in Tweet in G10:
[25] #satellite,investigations [22] interactive,timeline [22] timeline,of [22] of,daily [22] daily,uk [22] uk,defence [22] defence,intelligence [22] intelligence,defencehq [22] update,#osint [20] in,#ukraine Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: