The graph represents a network of 10,181 Twitter users whose recent tweets contained "#osint russia", 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 February 2022 at 17:30 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 33-minute period from Wednesday, 16 February 2022 at 08:29 UTC to Thursday, 24 February 2022 at 17:02 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 : 10181
Unique Edges : 10822
Edges With Duplicates : 4181
Total Edges : 15003
Number of Edge Types : 5
Retweet : 11986
MentionsInRetweet : 1303
Tweet : 1467
Mentions : 193
Replies to : 54
Self-Loops : 1488
Reciprocated Vertex Pair Ratio : 0.00154732227284449
Reciprocated Edge Ratio : 0.00308986353102738
Connected Components : 76
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 10062
Maximum Edges in a Connected Component : 14879
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.658794
Graph Density : 0.000112415186885545
Modularity : 0.458811
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 10,181 Twitter users whose recent tweets contained "#osint russia", 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 February 2022 at 17:30 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 33-minute period from Wednesday, 16 February 2022 at 08:29 UTC to Thursday, 24 February 2022 at 17:02 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 russia
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:
[11224] #russia,#ukraine [8950] #osint,#ukrainerussia [8950] #ukrainerussia,#russia [8451] sergei,shoigu [8041] security,council [8032] in,moscow [8029] meeting,with [8028] 11,45 [8028] 45,#osint [8027] look,at Top Word Pairs in Tweet in G1:
[8688] #osint,#ukrainerussia [8688] #ukrainerussia,#russia [8688] #russia,#ukraine [8232] sergei,shoigu [7837] putin,convened [7837] convened,an [7837] an,unscheduled [7837] unscheduled,meeting [7837] meeting,with [7837] with,his Top Word Pairs in Tweet in G2:
[1904] #russia,#ukraine [847] #ukraine,#osint [688] #osint,#russia [199] of,the [171] #military,#osint [157] #ukraine,#russia [152] #osint,#sigint [147] #sigint,#comint [144] to,be [133] in,the Top Word Pairs in Tweet in G3:
[592] like,invasion [296] situation,very [296] very,sobering [296] sobering,#russia [296] #russia,build [296] build,up [296] up,always [296] always,looked [296] looked,like [296] invasion,or Top Word Pairs in Tweet in G4:
[432] #russia,#ukraine [378] #ukraine,#osint [372] to,be [370] same,day [370] day,putin [370] putin,begun [370] begun,restoring [370] restoring,the [370] the,soviet [370] soviet,union Top Word Pairs in Tweet in G5:
[155] ймовірно,в [155] в,результаті [155] результаті,кібератаки [155] кібератаки,російської [155] російської,фабрики [155] фабрики,тролів [155] тролів,у [155] у,#twitter [155] #twitter,заблокували [155] заблокували,сторінку Top Word Pairs in Tweet in G6:
[91] now,that [91] that,#russia [91] #russia,is [91] is,going [91] going,full [91] full,throttle [91] throttle,with [91] with,its [91] its,claims [91] claims,of Top Word Pairs in Tweet in G7:
[9] #russia,#ukraine [6] of,the [6] #ukraine,#osint [6] #ukraine,#russia [4] #osint,#russia [4] #luhansk,#lugansk [4] #russiaukraineconflict,#russia [4] #russia,#ukrainecrisis [4] #ukrainecrisis,#ukraineconflict [4] #ukraineconflict,#donbass Top Word Pairs in Tweet in G8:
[21] war,against [20] twitter,twittersupport [19] #osint,people [19] people,covering [19] covering,russia's [19] russia's,war [19] against,ukraine [19] ukraine,you [19] you,might [19] might,want Top Word Pairs in Tweet in G9:
[28] be,careful [28] careful,of [28] of,retweeting [28] retweeting,out [28] out,of [28] of,emotions [28] emotions,this [28] this,footage [28] footage,has [28] has,been Top Word Pairs in Tweet in G10:
[22] #ukrainewar,#russiaukraine [22] #russiaukraine,missile [22] missile,lancé [22] lancé,russie [22] russie,attaque [22] attaque,ukraine [22] ukraine,la [22] la,guerre [22] guerre,europe [22] europe,est Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
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: