The graph represents a network of 972 Twitter users whose recent tweets contained "@MsftSecIntel", 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 Sunday, 16 January 2022 at 10:27 UTC.
The tweets in the network were tweeted over the 6-day, 18-hour, 1-minute period from Sunday, 09 January 2022 at 15:41 UTC to Sunday, 16 January 2022 at 09:43 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 : 972
Unique Edges : 1203
Edges With Duplicates : 1172
Total Edges : 2375
Number of Edge Types : 5
Retweet : 1009
MentionsInRetweet : 490
Replies to : 111
Mentions : 755
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0,0244584206848358
Reciprocated Edge Ratio : 0,0477489768076398
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 972
Maximum Edges in a Connected Component : 2375
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,107769
Graph Density : 0,00155327544044789
Modularity : 0,371724
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 972 Twitter users whose recent tweets contained "@MsftSecIntel", 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 Sunday, 16 January 2022 at 10:27 UTC.
The tweets in the network were tweeted over the 6-day, 18-hour, 1-minute period from Sunday, 09 January 2022 at 15:41 UTC to Sunday, 16 January 2022 at 09:43 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 : @MsftSecIntel
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:
[717] as,dev [415] in,this [404] dev,0586 [403] destructive,malware [402] microsoft,identified [402] identified,a [402] a,unique [402] unique,destructive [402] malware,operated [402] operated,by Top Word Pairs in Tweet in G1:
[667] as,dev [387] in,this [376] microsoft,identified [376] identified,a [376] a,unique [376] unique,destructive [376] destructive,malware [376] malware,operated [376] operated,by [376] by,an Top Word Pairs in Tweet in G2:
[85] vulnerability,in [85] cve,2021 [71] a,vulnerability [71] in,macos [71] macos,identified [71] identified,as [71] as,cve [71] 2021,30970 [71] 30970,and [71] and,fixed Top Word Pairs in Tweet in G3:
[43] msftsecintel,johnlatwc [40] a_de_pasquale,cryptolaemus1 [40] cryptolaemus1,executemalware [40] executemalware,hazmalware [40] jameswt_mht,jroosen [40] jroosen,lazyactivist192 [40] lazyactivist192,luc4m [40] luc4m,malwrhunterteam [40] malwrhunterteam,msftsecintel [40] johnlatwc,neonprimetime Top Word Pairs in Tweet in G4:
[11] a_de_pasquale,cryptolaemus1 [11] cryptolaemus1,executemalware [11] executemalware,hazmalware [11] jameswt_mht,jroosen [11] jroosen,lazyactivist192 [11] lazyactivist192,luc4m [11] luc4m,malwrhunterteam [11] malwrhunterteam,msftsecintel [11] msftsecintel,johnlatwc [11] johnlatwc,neonprimetime Top Word Pairs in Tweet in G5:
[7] msftsecurity,msftsecintel [7] msftsecintel,microsofthelps [6] msftsecresponse,microsoft365dev [6] microsoft365dev,msftsecurity [6] microsofthelps,senamyklobuchar [6] senamyklobuchar,senblumenthal [6] senblumenthal,billblair [6] billblair,justintrudeau [6] justintrudeau,madebygoogle [6] madebygoogle,facebookapp Top Word Pairs in Tweet in G6:
[6] as,dev [5] uk_daniel_card,msftsecintel [4] rofl,rofl [4] might,be [3] microsoft,identified [3] identified,a [3] a,unique [3] unique,destructive [3] destructive,malware [3] malware,operated Top Word Pairs in Tweet in G7:
[14] designed,to [14] a,ransom [7] microsoft,assesses [7] assesses,the [7] the,malware [7] malware,which [7] which,is [7] is,designed [7] to,look [7] look,like Top Word Pairs in Tweet in G8:
[6] dev,0586 [4] msftsecintel,wylienewmark [4] wylienewmark,a [4] a,data [4] data,destroyer [4] destroyer,targeted [4] targeted,at [4] at,ukraine [4] ukraine,that's [4] that's,how Top Word Pairs in Tweet in G9:
[3] msftsecintel,youranonnews [2] microsoft,identified [2] identified,a [2] a,unique [2] unique,destructive [2] destructive,malware [2] malware,operated [2] operated,by [2] by,an [2] an,actor Top Word Pairs in Tweet in G10:
[6] elpollodiablox,msftsecintel [3] a,virus [2] be,a [2] c0nc0n_scripts,elpollodiablox [2] a,china Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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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: