The graph represents a network of 2,954 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 16:42 UTC.
The tweets in the network were tweeted over the 2653-day, 9-hour, 9-minute period from Friday, 30 October 2015 at 15:50 UTC to Saturday, 04 February 2023 at 01:00 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 : 2954
Unique Edges : 1483
Edges With Duplicates : 8457
Total Edges : 9940
Number of Edge Types : 9
Retweet : 3327
MentionsInRetweet : 4047
MentionsInReplyTo : 214
Replies to : 191
MentionsInQuoteReply : 13
Tweet : 1476
Mentions : 451
Quote : 126
MentionsInQuote : 95
Self-Loops : 1804
Reciprocated Vertex Pair Ratio : 0.0187010361384888
Reciprocated Edge Ratio : 0.0367154552220293
Connected Components : 243
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 2395
Maximum Edges in a Connected Component : 8870
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.230324
Graph Density : 0.000462103076843007
Modularity : 0.35871
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,954 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 16:42 UTC.
The tweets in the network were tweeted over the 2653-day, 9-hour, 9-minute period from Friday, 30 October 2015 at 15:50 UTC to Saturday, 04 February 2023 at 01:00 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:
[396] open,source [314] osint,tools [312] osint,finding [309] #osint,#threatintel [300] source,intelligence [285] tools,search [279] hunting,osint [279] devices,connected [279] connected,internet [279] search,devices Top Word Pairs in Tweet in G1:
[154] hey,#osint [135] allforosint,hey [50] #osint,tools [48] osintcombine,#osint [47] week,#osint [44] fact,checking [44] bookmark,stack [44] conduct,fact [44] tools,conduct [44] stack,include Top Word Pairs in Tweet in G2:
[242] osint,finding [186] email,passwords [186] passwords,dumps [186] dumps,h8mail [186] finding,email [182] open,source [181] source,intelligence [180] intelligence,osint [163] three_cube,open [156] #infosec,#cybersecurity Top Word Pairs in Tweet in G3:
[219] tools,search [218] search,devices [218] osint,tools [218] 18,threat [218] threat,hunting [218] hunting,osint [218] connected,internet [218] devices,connected [217] nandanlohitaksh,18 [9] #cti,#osint Top Word Pairs in Tweet in G4:
[128] search,info [122] database,entire [122] internet,search [122] domain,ip [122] attack,surface [122] ip,technology [122] entire,internet [122] info,domain [122] surface,database [122] technology,host Top Word Pairs in Tweet in G5:
[302] #osint,#threatintel [169] #malware,#osint [151] #threatreport,#osint [99] malware,analysis [89] #redpacketsecurity,#threatreport [73] beacon,detected [73] cobalt,stike [73] stike,beacon [73] #cobaltstrikebeacondetected,#osint [63] open,source Top Word Pairs in Tweet in G6:
[152] dailyosint,need [126] fast,effective [126] scan,ports [126] #rustscan,scan [126] port,scanner [126] try,#rustscan [126] effective,port [126] need,fast [126] scanner,try [126] ports,seconds Top Word Pairs in Tweet in G7:
[110] #osint,#ukraine [85] #ukraine,#ukrainewar [64] #ukraine,#osint [40] #osint,#ukrainewar [25] #ukrainewar,#ukraine [22] left,bank [19] dnieper,river [19] #unitedstates,#osint [19] bank,dnieper [18] missile,strike Top Word Pairs in Tweet in G8:
[33] 000,tons [28] #osint,#sanctions [28] #russianoil,#osint [23] #sanctions,#shipspotting [20] tons,crude [20] crude,oil [13] oil,products [13] tons,oil [13] open,source [11] source,intelligence Top Word Pairs in Tweet in G9:
[69] bradley,spotted [69] video,euromaidanpress [69] m2,bradley [69] views,video [69] fighting,vehicles [69] american,infantry [69] vehicles,m2 [69] euromaidanpress,american [69] spotted,poland [69] 3m,views Top Word Pairs in Tweet in G10:
[16] #osint,accounts [15] applications,open [13] bloggern,aller [13] accounts,militär [13] zunahme,aktivitäten [13] wieder,erhebliche [13] militär,bloggern [13] aktuell,wieder [13] gibt,aktuell [13] erhebliche,zunahme 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 G4:
Top Replied-To in G5:
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: