The graph represents a network of 1 866 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, 17 May 2022 at 10:45 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 39-minute period from Monday, 09 May 2022 at 02:40 UTC to Tuesday, 17 May 2022 at 10:19 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 : 1866
Unique Edges : 3252
Edges With Duplicates : 2330
Total Edges : 5582
Number of Edge Types : 5
Retweet : 2280
MentionsInRetweet : 1626
Replies to : 56
Mentions : 403
Tweet : 1217
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0,00970873786407767
Reciprocated Edge Ratio : 0,0192307692307692
Connected Components : 255
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 1574
Maximum Edges in a Connected Component : 5131
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3,554982
Graph Density : 0,000986181391860555
Modularity : 0,52727
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 866 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, 17 May 2022 at 10:45 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 39-minute period from Monday, 09 May 2022 at 02:40 UTC to Tuesday, 17 May 2022 at 10:19 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:
[1865] #walterreport,#osint [1826] #ukraine,#walterreport [630] #russian,navy [546] of,the [496] update,#russian [348] snake,island [343] landing,craft [343] island,#ukraine [342] spy,ship [312] #ukraine,#osint Top Word Pairs in Tweet in G1:
[570] #russian,navy [453] update,#russian [314] spy,ship [310] snake,island [307] landing,craft [307] island,#ukraine [263] russian,navy [263] in,mediterrean [263] #ukraine,war [193] of,the Top Word Pairs in Tweet in G2:
[1251] #walterreport,#osint [1219] #ukraine,#walterreport [123] we,are [96] are,live [95] join,us [83] live,with [66] in,ukraine [57] your,questions [51] in,#ukraine [46] military,update Top Word Pairs in Tweet in G3:
[348] #walterreport,#osint [344] #ukraine,#walterreport [16] #russia,#ukraine [10] #russiainvadedukraine,#putinatwar [10] #putinatwar,#propagadna [10] #propagadna,#disinformation [10] #disinformation,#osint [10] #osint,#infoops [10] #infoops,#opsec [10] #opsec,#russia Top Word Pairs in Tweet in G4:
[223] of,the [220] data,of [172] #ukraine,#osint [172] #osint,#ukrainerussiawar [172] #ukrainerussiawar,#ukrainewar [172] #ukrainewar,war [172] war,criminals [172] criminals,identified [172] identified,identification [172] identification,data Top Word Pairs in Tweet in G5:
[219] #walterreport,#osint [216] #ukraine,#walterreport [113] #osint,#ukraine [110] join,twitterspaces [110] twitterspaces,w [110] w,#spaceshost [105] #spaceshost,grammardomin8rx [104] #ukraine,join [104] #slavaukraini,#uspoli [70] #uspoli,#nato Top Word Pairs in Tweet in G6:
[116] war,crimes [107] the,use [107] use,of [102] of,#osint [101] we,re [101] re,heading [101] heading,into [101] into,an [101] an,entirely [101] entirely,new Top Word Pairs in Tweet in G7:
[86] update,to [83] with,the [81] full,update [81] to,thread [81] thread,estimates [81] estimates,of [81] of,#russia [81] #russia,and [81] and,#ukraine [81] #ukraine,losses Top Word Pairs in Tweet in G8:
[37] from,the [29] of,the [28] in,the [26] osint,is [26] is,playing [26] playing,a [26] a,key [26] key,role [26] role,in [26] the,effort Top Word Pairs in Tweet in G9:
[42] le,renseignement [42] renseignement,open [42] open,source [42] source,dans [42] dans,toute [42] toute,sa [42] sa,beauté [42] beauté,connait [42] connait,précisément [42] précisément,la Top Word Pairs in Tweet in G10:
[22] from,#ukraine [19] jobs,for [19] for,journalists [19] journalists,researchers [19] researchers,#osint [19] #osint,folks [19] folks,from [19] #ukraine,the [19] the,founders [19] founders,of 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 G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: