The graph represents a network of 4,783 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 Tuesday, 08 March 2022 at 19:56 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 35-minute period from Monday, 28 February 2022 at 10:54 UTC to Tuesday, 08 March 2022 at 19:29 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 : 4783
Unique Edges : 7421
Edges With Duplicates : 3110
Total Edges : 10531
Number of Edge Types : 5
Tweet : 1538
Retweet : 5745
MentionsInRetweet : 2486
Replies to : 194
Mentions : 568
Self-Loops : 1584
Reciprocated Vertex Pair Ratio : 0.00768619135966075
Reciprocated Edge Ratio : 0.0152551288795371
Connected Components : 202
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 4384
Maximum Edges in a Connected Component : 10060
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.887812
Graph Density : 0.000332454453870983
Modularity : 0.619336
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,783 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 Tuesday, 08 March 2022 at 19:56 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 35-minute period from Monday, 28 February 2022 at 10:54 UTC to Tuesday, 08 March 2022 at 19:29 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:
[1745] #russia,#ukraine [1350] #osint,#russia [1124] #ukraine,#osint [1030] of,the [667] russian,military [654] source,intelligence [611] #osint,#ukraine [607] open,source [537] a,lot [533] to,the Top Word Pairs in Tweet in G1:
[367] open,source [363] source,intelligence [358] osint,open [358] facial,recognition [349] to,be [344] by,what [344] what,seems [344] seems,to [343] to,the [342] video,posted Top Word Pairs in Tweet in G2:
[417] #osint,community [413] the,#osint [285] with,the [282] is,being [282] a,lot [282] lot,of [279] of,footage [279] of,russian [279] you,can [278] footage,is Top Word Pairs in Tweet in G3:
[1128] #russia,#ukraine [1026] #osint,#russia [183] #military,#osint [144] of,the [123] in,the [116] #osint,#ukraine [95] a,russian [93] the,russian [88] in,ukraine [87] #ukraine,#osint Top Word Pairs in Tweet in G4:
[320] #russia,#ukraine [255] #ukraine,#osint [198] of,the [194] #osint,#ukraine [178] #osint,#russia [127] open,source [127] #ukraine,war [126] source,intelligence [119] this,conflict [101] real,time Top Word Pairs in Tweet in G5:
[244] #ukraine,#osint [230] of,the [221] version,3 [221] 3,of [221] of,#russia [221] #russia,oligarchs [221] oligarchs,#yacht [221] #yacht,map [221] map,now [221] now,with Top Word Pairs in Tweet in G6:
[168] #ukraine,#osint [166] russian,military [165] intercepted,russian [165] military,communications [165] communications,frequency [165] frequency,of [165] of,4220 [165] 4220,khz [165] khz,usb [165] usb,#ukraine Top Word Pairs in Tweet in G7:
[98] russian,military [98] #ukraine,#osint [97] military,communications [95] intercepted,russian [95] communications,frequency [95] frequency,of [95] of,4220 [95] 4220,khz [95] khz,usb [95] usb,#ukraine Top Word Pairs in Tweet in G8:
[178] starting,a [178] a,new [178] new,thread [178] thread,ukraine [178] ukraine,russia [178] russia,#osint [178] #osint,today [178] today,putin [178] putin,s [178] s,military Top Word Pairs in Tweet in G9:
[168] a,lot [168] lot,of [128] and,other [88] information,about [77] large,collection [77] collection,of [77] #osint,#socmint [74] resources,for [66] of,the [65] for,#osint Top Word Pairs in Tweet in G10:
[104] this,as [104] a,war [103] #osint,intel [103] intel,asks [103] asks,specific [103] specific,to [103] to,mention [103] mention,this [103] as,a [103] a,conflict 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 G6:
Top Replied-To in G10:
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 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: