The graph represents a network of 8,981 Twitter users whose recent tweets contained "#osint ukraine", 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, 06 March 2022 at 20:28 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 24-minute period from Saturday, 26 February 2022 at 11:16 UTC to Sunday, 06 March 2022 at 19:40 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 : 8981
Unique Edges : 12000
Edges With Duplicates : 3862
Total Edges : 15862
Number of Edge Types : 5
Retweet : 10350
MentionsInRetweet : 2637
Tweet : 1947
Replies to : 246
Mentions : 682
Self-Loops : 2004
Reciprocated Vertex Pair Ratio : 0.00434711286089239
Reciprocated Edge Ratio : 0.00865659452837893
Connected Components : 240
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 8542
Maximum Edges in a Connected Component : 15283
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.663448
Graph Density : 0.000151830057466034
Modularity : 0.659841
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,981 Twitter users whose recent tweets contained "#osint ukraine", 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, 06 March 2022 at 20:28 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 24-minute period from Saturday, 26 February 2022 at 11:16 UTC to Sunday, 06 March 2022 at 19:40 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
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:
[4456] #ukraine,#osint [3488] russian,military [3239] khz,usb [3212] 4220,khz [3025] usb,#ukraine [3024] military,communications [3019] intercepted,russian [3019] communications,frequency [3019] frequency,of [3019] of,4220 Top Word Pairs in Tweet in G1:
[2806] #ukraine,#osint [2804] intercepted,russian [2804] russian,military [2804] military,communications [2804] communications,frequency [2804] frequency,of [2804] of,4220 [2804] 4220,khz [2804] khz,usb [2804] usb,#ukraine Top Word Pairs in Tweet in G2:
[1606] #russia,#ukraine [1521] #osint,#russia [344] in,ukraine [254] of,russian [238] of,the [196] russian,columns [194] is,now [190] slow,down [190] down,the [189] instructions,making Top Word Pairs in Tweet in G3:
[463] #russia,#ukraine [398] #ukraine,#osint [360] #osint,#russia [255] #osint,#ukraine [230] of,the [163] of,a [152] in,the [148] as,a [137] want,to [136] ukraine,#osint Top Word Pairs in Tweet in G4:
[600] #osint,community [587] the,#osint [366] a,lot [366] lot,of [366] with,the [364] russian,military [362] of,russian [361] you,can [360] of,footage [359] footage,is Top Word Pairs in Tweet in G5:
[369] open,source [364] source,intelligence [358] osint,open [358] facial,recognition [346] to,be [342] by,what [342] what,seems [342] seems,to [340] to,the [336] 1,15 Top Word Pairs in Tweet in G6:
[420] #ukraine,#osint [361] of,the [339] version,3 [339] 3,of [339] of,#russia [339] #russia,oligarchs [339] oligarchs,#yacht [339] #yacht,map [339] map,now [339] now,with Top Word Pairs in Tweet in G7:
[140] a,lot [140] lot,of [90] #russia,#ukraine [81] in,the [78] and,other [71] ukraine,and [61] of,the [58] is,a [57] in,#ukraine [57] #osint,#ukrainerussia Top Word Pairs in Tweet in G8:
[112] russian,military [100] #ukraine,#osint [98] intercepted,russian [98] military,communications [98] communications,frequency [98] frequency,of [98] of,4220 [98] 4220,khz [98] khz,usb [98] usb,#ukraine Top Word Pairs in Tweet in G9:
[183] 4220,khz [183] khz,usb [183] #ukraine,#osint [179] ruská,vojenská [179] vojenská,komunikace [177] komunikace,je [177] je,nyní [177] nyní,na [177] na,frekvenci [177] frekvenci,4220 Top Word Pairs in Tweet in G10:
[177] starting,a [177] a,new [177] new,thread [177] thread,ukraine [177] ukraine,russia [177] russia,#osint [177] #osint,today [177] today,putin [177] putin,s [177] s,military 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 G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
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 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: