The graph represents a network of 2,782 Twitter users whose recent tweets contained "#OSINT", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 16:43 UTC.
The tweets in the network were tweeted over the 1538-day, 14-hour, 49-minute period from Sunday, 25 November 2018 at 10:09 UTC to Saturday, 11 February 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 2782
Unique Edges : 1064
Edges With Duplicates : 8281
Total Edges : 9345
Number of Edge Types : 9
Retweet : 3119
MentionsInRetweet : 3606
Replies to : 151
MentionsInReplyTo : 172
Quote : 140
Tweet : 1703
Mentions : 340
MentionsInQuote : 105
MentionsInQuoteReply : 9
Self-Loops : 1943
Reciprocated Vertex Pair Ratio : 0.0228324591175563
Reciprocated Edge Ratio : 0.0446455505279035
Connected Components : 195
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 2222
Maximum Edges in a Connected Component : 8241
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.279274
Graph Density : 0.000428474931696055
Modularity : 0.338232
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,782 Twitter users whose recent tweets contained "#OSINT", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 16:43 UTC.
The tweets in the network were tweeted over the 1538-day, 14-hour, 49-minute period from Sunday, 25 November 2018 at 10:09 UTC to Saturday, 11 February 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #OSINT
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[347] breaking,reported [340] 10,2023 [339] feb,10 [338] maritime,drone [338] 2023,significant [338] attack,#russian [338] ukraine,feb [338] zatoka,bridge [338] #russian,maritime [338] bridge,ukraine Top Word Pairs in Tweet in G1:
[321] breaking,reported [320] bridge,ukraine [320] maritime,drone [320] ukraine,feb [320] #russian,maritime [320] 10,2023 [320] feb,10 [320] 2023,significant [320] reported,attack [320] attack,#russian Top Word Pairs in Tweet in G2:
[299] #osint,#ukraine [261] #ukraine,#ukrainewar [86] cruise,missiles [58] ukikaski,rus [57] ukikaski,breaking [56] kalibr,cruise [48] #osint,#ukrainewar [46] #ukrainewar,#ukraine [42] ua,sources [41] sources,report Top Word Pairs in Tweet in G3:
[223] #osint,#threatintel [215] #threatreport,#osint [196] #malware,#osint [97] malware,analysis [83] #redpacketsecurity,#threatreport [76] #malpedia,#malware [69] beacon,detected [69] cobalt,stike [69] stike,beacon [69] #cobaltstrikebeacondetected,#osint Top Word Pairs in Tweet in G4:
[206] hard,times [206] situation,during [206] offensives,mostly [206] times,ukraine [206] ukrainian,offensives [206] overview,situation [206] mostly,stalled [206] during,winter [206] winter,ukrainian [206] ukraine,overview Top Word Pairs in Tweet in G5:
[44] #ukraine,#osint [26] #osint,#socmint [20] #intelligence,#investigation [20] #socmint,#intelligence [20] saiu,graças [20] #pakistan,#osint [20] já,saiu [15] open,source [14] source,intelligence [13] #osint,#veille Top Word Pairs in Tweet in G6:
[58] views,think [58] turkey,#geolocation [58] brechtcastel,video [58] #geolocation,things [58] over,100k [58] 100k,views [58] think,turkey [58] video,over [26] #turkey,#syria [26] share,fake Top Word Pairs in Tweet in G7:
[133] investigate,phone [133] #investigation,#phonenumber [133] #osint,#investigation [133] indonesia,#osint [133] number,indonesia [133] phone,number [132] p4c3n0g3,investigate Top Word Pairs in Tweet in G8:
[157] webinar,gratuito [157] #cybersecurity,#hacking [157] disponible,video [153] video,#cybersecurity [140] alonso_reydes,webinar [117] #hacking,#readteam [85] #readteam,#bugbounty [67] #bugbounty,#forensics [36] #hacking,#readte [33] wireshark,disponible Top Word Pairs in Tweet in G9:
[11] #geopolitics,#osint [11] #intelligence,#geopolitics [10] #wagnergroup,#wagnerpmc [9] psykologiaa,#osint [9] internetissä,100 [9] sodankäynti,internetissä [9] 100,psykologiaa [9] #tiiviste,kuvituskuva [9] #wagnerpmc,#tiiviste [7] #smist,#crisismanagement Top Word Pairs in Tweet in G10:
[276] ft,fir [275] tracking,links [269] #avgeeks,#osint [242] air,force [239] links,#avgeeks [91] royal,air [76] force,raf [66] london,tracking [66] fir,london [54] kingdom,royal 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 G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: