The graph represents a network of 2,902 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 16:58 UTC.
The tweets in the network were tweeted over the 1383-day, 12-hour, 53-minute period from Monday, 06 May 2019 at 12:06 UTC to Saturday, 18 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 : 2902
Unique Edges : 1191
Edges With Duplicates : 8160
Total Edges : 9351
Number of Edge Types : 9
Tweet : 1749
Retweet : 3088
MentionsInRetweet : 3569
Replies to : 145
MentionsInReplyTo : 210
MentionsInQuote : 33
Quote : 114
Mentions : 390
MentionsInQuoteReply : 53
Self-Loops : 1978
Reciprocated Vertex Pair Ratio : 0.0156703424260012
Reciprocated Edge Ratio : 0.0308571428571429
Connected Components : 226
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 2347
Maximum Edges in a Connected Component : 8338
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.252368
Graph Density : 0.000415741048917042
Modularity : 0.353818
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,902 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 16:58 UTC.
The tweets in the network were tweeted over the 1383-day, 12-hour, 53-minute period from Monday, 06 May 2019 at 12:06 UTC to Saturday, 18 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:
[447] #osint,#threatintel [290] 30,000 [287] team,jorge [286] unique,software [286] bots,#disinformation [286] controls,army [286] sell,unique [286] campaigns,many [286] 000,bots [286] army,30 Top Word Pairs in Tweet in G1:
[245] update,#russian [243] class,submarine [243] transit,novorossiysk [243] today,note [243] kilo,class [243] made,surface [243] surface,transit [243] submarine,made [243] sevastopol,today [243] novorossiysk,sevastopol Top Word Pairs in Tweet in G2:
[436] #osint,#threatintel [180] #malware,#osint [179] #threatintel,#cyber [175] #vulnerability,#osint [175] #cve,#vulnerability [174] #threatreport,#osint [134] cve,2023 [108] malware,analysis [76] dailyosint,need [68] #malpedia,#malware Top Word Pairs in Tweet in G3:
[279] team,jorge [278] army,30 [278] jorge,sell [278] 30,000 [278] bots,#disinformation [278] #disinformation,campaigns [278] sell,unique [278] controls,army [278] unique,software [278] aims,controls Top Word Pairs in Tweet in G4:
[121] #osint,#ukrainerussiawar [100] #ukraine,#ukrainerussiawar [80] #ukrainerussiawar,#osint [64] #osint,#ukraine [54] #ukrainerussiawar,#ukrainewar [44] #ukrainerussiawar,#ukraine [44] #ukrainewar,#ukraine [42] ukikaski,apu [31] #bakhmut,area [25] missiles,inbound Top Word Pairs in Tweet in G5:
[83] hey,#osint [72] allforosint,hey [43] manuelbot59,hola [35] investigaciones,#osint [35] #osint,#socmint [34] agregué,muchos [34] added,lot [34] muchos,elementos [34] #socmint,hello [34] updated,added Top Word Pairs in Tweet in G6:
[39] charging,documents [38] wondered,charging [38] january,defendants [38] against,january [38] isdglobal,wondered [38] piece,isdglobal [38] first,piece [38] defendants,tell [38] documents,against [37] kevindreyes,first Top Word Pairs in Tweet in G7:
[7] open,source [6] 製造,重要インフラ向けサイバーセキュリティ対策パック8200 [6] 重要インフラ向けサイバーセキュリティ対策パック8200,co [6] source,intelligence [5] template,co [5] #osint,#iesv2 [5] free,automation [5] #iesv2,#smist [5] automation,template [4] full,hydra Top Word Pairs in Tweet in G8:
[109] #hacking,#readteam [109] #cybersecurity,#hacking [103] video,#cybersecurity [103] webinar,gratuito [103] disponible,video [101] #readteam,#bugbounty [88] alonso_reydes,webinar [50] #bugbounty,#forensics [37] #forensics,#osint [19] pentesting,disponible Top Word Pairs in Tweet in G9:
[10] osintbe,osintfr [10] article,aoc_media [8] apports,limites [8] ses,apports [8] aoc_media,l'investigation [8] #osint,quelques [8] #osint,thread [8] aka,#osint [8] quelques,réflexions [8] réflexions,ses Top Word Pairs in Tweet in G10:
[53] myanmar,#osint [43] images,showing [43] reported,fires [43] recently,reported [43] coordinates,images [43] fires,myanmar [43] showing,recently [43] find,coordinates [42] myanmarwitness,find [42] #osint,#whatshappeninginm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: