The graph represents a network of 2,582 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 15:43 UTC.
The tweets in the network were tweeted over the 1490-day, 4-hour, 45-minute period from Saturday, 16 February 2019 at 19:15 UTC to Saturday, 18 March 2023 at 00:00 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 : 2582
Unique Edges : 1095
Edges With Duplicates : 8135
Total Edges : 9230
Number of Edge Types : 9
Retweet : 2981
MentionsInRetweet : 3460
Mentions : 359
Replies to : 187
MentionsInReplyTo : 185
Tweet : 1851
Quote : 113
MentionsInQuoteReply : 19
MentionsInQuote : 75
Self-Loops : 2088
Reciprocated Vertex Pair Ratio : 0.0197348134443417
Reciprocated Edge Ratio : 0.0387057756274569
Connected Components : 206
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 2067
Maximum Edges in a Connected Component : 8289
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.226548
Graph Density : 0.000496237925302312
Modularity : 0.327119
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,582 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 15:43 UTC.
The tweets in the network were tweeted over the 1490-day, 4-hour, 45-minute period from Saturday, 16 February 2019 at 19:15 UTC to Saturday, 18 March 2023 at 00:00 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:
[558] #osint,#threatintel [283] #cve,#vulnerability [283] #vulnerability,#osint [282] #threatintel,#cyber [261] ft,fir [250] cve,2023 [245] #threatreport,#osint [240] tracking,links [238] #malware,#osint [233] #avgeeks,#osint Top Word Pairs in Tweet in G1:
[47] osintbear,#osint [47] hey,#osint [44] gt,gt [38] #osint,tipp [35] find,someone [34] ivanosomaini,#osint [32] tool,allows [32] airport,codes [31] allforosint,hey [30] someone,smartphone Top Word Pairs in Tweet in G2:
[191] spain,having [191] found,spain [191] 'narco,submarines' [191] sailed,atlantic [191] having,sailed [191] started,going [191] submarines',found [191] going,'narco [190] atlantic,fro [190] covertshores,started Top Word Pairs in Tweet in G3:
[219] #osint,#ukrainerussiawar [174] #ukrainerussiawar,#ukraine [68] ukikaski,video [63] mq,reaper [63] reaper,drone [47] russian,27 [44] #ukraine,#osint [41] two,aircraft [40] flyby,mq [40] taken,russian Top Word Pairs in Tweet in G4:
[554] #osint,#threatintel [283] #cve,#vulnerability [283] #vulnerability,#osint [282] #threatintel,#cyber [250] cve,2023 [157] #malware,#osint [157] malware,analysis [69] #threatintel,#djvu [69] analysis,djvu [61] #threatintel,#cybersecurity Top Word Pairs in Tweet in G5:
[139] escaping,iswap [139] members,family's [139] family's,escaping [139] niger,republic [139] migration,boko [139] haram,members [139] #osint,niger [139] tracked,mass [139] drone,appeared [139] tb2,drone Top Word Pairs in Tweet in G6:
[261] ft,fir [240] tracking,links [232] #avgeeks,#osint [224] air,force [209] links,#avgeeks [67] states,air [67] force,usaf [67] united,states [57] usaf,boeing [56] call,sign Top Word Pairs in Tweet in G7:
[153] #cybersecurity,#hacking [149] #hacking,#readteam [133] webinar,gratuito [132] #readteam,#bugbounty [130] video,#cybersecurity [129] disponible,video [116] alonso_reydes,webinar [99] #bugbounty,#forensics [67] #forensics,#osint [53] web,disponible Top Word Pairs in Tweet in G8:
[12] #geopolitics,#osint [12] #intelligence,#geopolitics [10] #ukrainerussiawar,#osint [10] #osint,#oosi [10] #warcrimes,#russia [10] #ukrainewar,#warcrimes [10] #russia,#ukrainerussiawar [9] open,source [9] 01,23 [6] please,contact Top Word Pairs in Tweet in G9:
[16] sat,image [16] 8a,poseidon [16] search,operation [16] corroborating,bit [16] another,potentially [16] bit,data [16] operation,mq [16] presumably,conducting [16] taken,approx [16] conducting,search Top Word Pairs in Tweet in G10:
[36] certified,osint [35] osint,investigator [34] free,collaborative [34] learn,osint [34] collaborative,course [34] introducing,free [34] osint,methodologies [34] course,certified [34] investigator,learn [33] methodologies,offen Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: