The graph represents a network of 1 948 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 Thursday, 24 March 2022 at 10:49 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 16-minute period from Wednesday, 16 March 2022 at 05:10 UTC to Thursday, 24 March 2022 at 09:26 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 : 1948
Unique Edges : 2873
Edges With Duplicates : 1415
Total Edges : 4288
Number of Edge Types : 5
Retweet : 2203
Tweet : 650
Mentions : 373
MentionsInRetweet : 1045
Replies to : 17
Self-Loops : 677
Reciprocated Vertex Pair Ratio : 0,0144150184378143
Reciprocated Edge Ratio : 0,0284203569068077
Connected Components : 114
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 1705
Maximum Edges in a Connected Component : 3937
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3,703404
Graph Density : 0,000797836718207024
Modularity : 0,603024
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 948 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 Thursday, 24 March 2022 at 10:49 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 16-minute period from Wednesday, 16 March 2022 at 05:10 UTC to Thursday, 24 March 2022 at 09:26 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:
[531] #ukraine,#osint [490] #russia,#ukraine [483] #osint,#russia [415] a,russian [391] ukrainian,forces [390] a,ru [387] command,post [381] russian,command [381] #ukraine,#ukrainerussianwar [380] #osint,#maps Top Word Pairs in Tweet in G1:
[353] a,ru [351] ukrainian,forces [348] #osint,#maps [348] #maps,#ukraine [348] #ukraine,#ukrainerussianwar [348] #ukrainerussianwar,#ocr [348] #ocr,#opticalcharacterrecognition [348] #opticalcharacterrecognition,#kherson [346] forces,defeated [346] defeated,a Top Word Pairs in Tweet in G2:
[297] khz,usb [296] intercepted,russian [296] russian,military [296] military,communications [270] 3668,khz [270] #anonymous,#doomsec [270] #doomsec,#ukraine [269] communications,high [269] high,frequency [269] frequency,radio Top Word Pairs in Tweet in G3:
[110] #ukraine,#osint [66] #spaceshost,grammardomin8rx [57] #osint,#scicomm [48] osint,ukraine [48] ukraine,#spaceshost [48] #cdnpoli,#ukrainerussianwar [48] #ukrainerussianwar,#ukraineunderattack [48] #ukraineunderattack,#ukraine [48] #ukraine,#ukrainewillresist [48] #ukrainewillresist,#istandwithukraine Top Word Pairs in Tweet in G4:
[324] #russia,#ukraine [297] #osint,#russia [111] #military,#osint [85] #ukraine,#osint [63] of,the [41] in,the [33] a,russian [30] siege,of [27] in,ukraine [27] #kharkiv,#osint Top Word Pairs in Tweet in G5:
[126] along,with [126] with,the [120] forces,using [119] thread,estimates [119] estimates,of [119] of,#russia [119] #russia,and [119] and,#ukraine [119] #ukraine,losses [119] losses,compared Top Word Pairs in Tweet in G6:
[9] #osint,#ukraine [7] open,source [6] in,ukraine [6] source,intelligence [6] #hacking,#osint [6] #osint,#security [6] #security,#threatintel [5] in,the [5] #ukraine,#ukrainerussiawar [5] of,ukraine Top Word Pairs in Tweet in G7:
[30] #ukraine,#osint [26] #yachtwatch,#ukraine [24] to,be [21] this,morning [20] russian,army [20] usb,mode [20] sanctioned,#russia [20] #russia,oligarch [20] oligarch,roman [20] roman,abramovich Top Word Pairs in Tweet in G8:
[48] and,#osint [46] if,not [46] not,for [46] for,us [46] us,there [46] there,would [46] would,be [46] be,nothing [46] nothing,as [46] as,the Top Word Pairs in Tweet in G9:
[58] #russia,#ukraine [54] #ukrainecybercrisis,webcast [54] robtlee,digihash [54] digihash,bettersafetynet [54] reg,#ukrainecrisis [54] #ukrainecrisis,#ukrainecyber [54] #osint,#ukrainerussia [53] #ukrainerussia,#russia [53] #ukraine,#ukrainecyberwar [38] new,#ukrainecybercrisis Top Word Pairs in Tweet in G10:
[33] at,soar_earth [33] 00,utc [33] 03,22 [24] war_mapper,'s [24] 's,super [24] super,informative [24] informative,maps [24] maps,#osint [24] #osint,at [24] soar_earth,they Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
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 G7:
Top Mentioned in G8:
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: