The graph represents a network of 1,727 Twitter users whose recent tweets contained "#osint (ukraina OR ukraine OR ukraini)", 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 Monday, 06 June 2022 at 07:52 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 12-minute period from Saturday, 28 May 2022 at 13:55 UTC to Monday, 06 June 2022 at 07:07 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 : 1727
Unique Edges : 3109
Edges With Duplicates : 3053
Total Edges : 6162
Number of Edge Types : 5
Retweet : 2105
MentionsInRetweet : 1945
Mentions : 988
Tweet : 998
Replies to : 126
Self-Loops : 1016
Reciprocated Vertex Pair Ratio : 0.026553837175372
Reciprocated Edge Ratio : 0.0517339397384878
Connected Components : 206
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 1465
Maximum Edges in a Connected Component : 5749
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.283037
Graph Density : 0.00118021928326672
Modularity : 0.457205
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,727 Twitter users whose recent tweets contained "#osint (ukraina OR ukraine OR ukraini)", 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 Monday, 06 June 2022 at 07:52 UTC.
The tweets in the network were tweeted over the 8-day, 17-hour, 12-minute period from Saturday, 28 May 2022 at 13:55 UTC to Monday, 06 June 2022 at 07:07 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 (ukraina OR ukraine OR ukraini)
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:
[1754] #walterreport,#osint [1604] #ukraine,#walterreport [570] they,are [569] the,world [556] russia,is [554] here,gt [554] while,the [553] that,they [552] breaking,here [552] gt,3 Top Word Pairs in Tweet in G1:
[526] here,gt [524] breaking,here [524] gt,3 [524] 3,'dark' [524] 'dark',merchant [524] merchant,ships [524] ships,appear [524] appear,off [524] off,#russia [524] #russia,base Top Word Pairs in Tweet in G2:
[1356] #walterreport,#osint [1216] #ukraine,#walterreport [153] #invasion,#ukraine [135] 24,7 [93] join,us [74] in,the [73] in,ukraine [66] the,ground [59] we,are [55] us,#ukraine Top Word Pairs in Tweet in G3:
[135] #osint,#ukraine [101] in,the [89] #ukraine,join [89] join,twitterspaces [89] twitterspaces,w [89] w,#spaceshost [89] #digitalresistance,#slavaukraini [89] #eu,#standwithukraine [89] #standwithukraine,#democracy [89] #democracy,#ukrainewar Top Word Pairs in Tweet in G4:
[286] #walterreport,#osint [282] #ukraine,#walterreport [36] #invasion,#ukraine [11] in,ukraine [10] war,in [6] if,you [5] in,#ukraine [5] #osint,war [5] by,molfar [5] molfar,via Top Word Pairs in Tweet in G5:
[122] #ukraine,#osint [49] of,the [47] #osint,#ukrainerussiawar [47] #ukrainerussiawar,#ukrainewar [47] #ukrainewar,war [47] war,criminals [47] criminals,identified [47] identified,identification [47] identification,data [47] data,of Top Word Pairs in Tweet in G6:
[45] #walterreport,#osint [43] #ukraine,#walterreport [29] the,#osint [27] hey,maxar [27] #osint,community [26] if,you [25] maxar,it [25] it,would [25] would,be [25] be,amazing Top Word Pairs in Tweet in G7:
[26] full,update [26] update,to [26] to,thread [26] thread,estimates [26] estimates,of [26] of,#russia [26] #russia,and [26] and,#ukraine [26] #ukraine,losses [26] losses,compared Top Word Pairs in Tweet in G8:
[28] _videre's,jacquelinegeis [17] hrc's,kalexakoenig [17] kalexakoenig,justpeacelabs' [17] justpeacelabs',jeasterday [17] jeasterday,amp [17] amp,_videre's [17] jacquelinegeis,present [17] present,urgent [17] urgent,considerations [17] considerations,for Top Word Pairs in Tweet in G9:
[8] gp_ukraine,defenceu [5] intlcrimcourt,gp_ukraine [5] defenceu,bellingcat [5] bellingcat,kyivindependent [5] #warcrimes,#osint [3] kremlintrolls,intlcrimcourt [3] kyivindependent,finally [3] finally,after [3] after,2 [3] 2,months Top Word Pairs in Tweet in G10:
[16] #ukraine,#walterreport [16] #walterreport,#osint [12] 空间在解盘,乌军在顿涅茨克反复拉锯 [12] 乌军在顿涅茨克反复拉锯,从目前态势看 [12] 从目前态势看,每一次收缩都是有序撤退 [12] 每一次收缩都是有序撤退,把俄军放进来轰掉一批 [12] 把俄军放进来轰掉一批,反攻夺回阵地 [12] 反攻夺回阵地,再有序撤退 [12] 再有序撤退,再放一批进来 [12] 再放一批进来,接茬轰 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 G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: