The graph represents a network of 989 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 Friday, 15 April 2022 at 11:20 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 4-minute period from Thursday, 07 April 2022 at 11:00 UTC to Friday, 15 April 2022 at 11:05 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 : 989
Unique Edges : 1996
Edges With Duplicates : 911
Total Edges : 2907
Number of Edge Types : 5
Retweet : 994
MentionsInRetweet : 1218
Mentions : 323
Tweet : 309
Replies to : 63
Self-Loops : 317
Reciprocated Vertex Pair Ratio : 0,0216034565530485
Reciprocated Edge Ratio : 0,0422932330827068
Connected Components : 65
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 815
Maximum Edges in a Connected Component : 2641
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4,030657
Graph Density : 0,00217780197557751
Modularity : 0,601456
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 989 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 Friday, 15 April 2022 at 11:20 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 4-minute period from Thursday, 07 April 2022 at 11:00 UTC to Friday, 15 April 2022 at 11:05 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:
[195] #osint,#ukraine [178] #ukraine,#osint [140] in,#ukraine [130] join,twitterspaces [126] #istandwithukriane,#slavaukraini [121] of,the [119] a,russian [118] #digitalresistance,#scicomm [114] #osint,#digitalresistance [108] twitterspaces,w Top Word Pairs in Tweet in G1:
[36] #ukraine,#osint [31] #russia,#ukraine [28] #osint,#russia [28] #bucha,#massacre [27] a,russian [25] #ukraine,#russia [23] responsible,for [22] in,#ukraine [21] the,#russian [21] russian,unit Top Word Pairs in Tweet in G2:
[86] from,#ukraine [49] jobs,for [49] for,journalists [49] journalists,researchers [49] researchers,#osint [49] #osint,folks [49] folks,from [49] #ukraine,the [49] the,founders [49] founders,of Top Word Pairs in Tweet in G3:
[128] join,twitterspaces [123] #istandwithukriane,#slavaukraini [116] #digitalresistance,#scicomm [111] #osint,#digitalresistance [106] twitterspaces,w [106] w,#spaceshost [106] #scicomm,#istandwithukriane [106] #slavaukraini,#cdnpoli [106] #cdnpoli,#idwp [100] #ukraine,#spook4chris Top Word Pairs in Tweet in G4:
[66] #osint,#ukraine [62] #russia,oligarch [44] to,transit [44] transit,the [40] oligarch,leonid [40] leonid,mikhelson [40] mikhelson,yacht [40] yacht,pacific [40] pacific,spotted [40] spotted,in Top Word Pairs in Tweet in G5:
[65] full,update [65] update,to [65] to,thread [65] thread,estimates [65] estimates,of [65] of,#russia [65] #russia,and [65] and,#ukraine [65] #ukraine,losses [65] losses,compared Top Word Pairs in Tweet in G6:
[49] #ukraine,#osint [23] #russia,#ukraine [21] #mariupol,#ukraine [18] have,captured [18] captured,a [18] #intelligence,#geopolitics [18] #geopolitics,#osint [16] #ukraine,#russia [14] of,the [14] be,observed Top Word Pairs in Tweet in G7:
[14] in,ukraine [11] war,in [9] via,#medium [8] #osint,#ukraine [8] #osint,war [8] ukraine,april [8] by,molfar [8] molfar,via [7] #osint,#security [7] #security,#threatintel Top Word Pairs in Tweet in G8:
[90] a,russian [33] #osint,di_ukraine [33] #anonymous,#oprussia [33] #oprussia,#warcrimesofukraine [32] #putin,is [32] is,the [32] the,#butcherofbucha [32] #butcherofbucha,#osint [31] di_ukraine,#anonymous [30] #warcrimesofukraine,text Top Word Pairs in Tweet in G9:
[25] come,and [25] and,get [25] get,your [25] your,free [25] free,military [25] military,hardware [25] hardware,#ukrainerussiawar [25] #ukrainerussiawar,#ukraine [25] #ukraine,#itsfreemilitaryhardware [25] #itsfreemilitaryhardware,#osint Top Word Pairs in Tweet in G10:
[21] peredgar,the [21] the,same [21] same,argument [21] argument,#ukraine [21] #ukraine,tried [21] tried,and [21] and,failed [21] failed,to [21] to,advance [21] advance,when Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G8:
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 G6:
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: