The graph represents a network of 2,959 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 16:44 UTC.
The tweets in the network were tweeted over the 1238-day, 9-hour, 25-minute period from Saturday, 24 August 2019 at 15:34 UTC to Saturday, 14 January 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 : 2959
Unique Edges : 1132
Edges With Duplicates : 8221
Total Edges : 9353
Number of Edge Types : 9
Retweet : 3180
MentionsInRetweet : 3619
Quote : 142
Tweet : 1730
MentionsInQuote : 44
Replies to : 154
Mentions : 279
MentionsInReplyTo : 202
MentionsInQuoteReply : 3
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.0149468237999425
Reciprocated Edge Ratio : 0.0294534126309827
Connected Components : 233
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 2375
Maximum Edges in a Connected Component : 8234
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.398748
Graph Density : 0.000403417359765339
Modularity : 0.35761
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,959 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 16:44 UTC.
The tweets in the network were tweeted over the 1238-day, 9-hour, 25-minute period from Saturday, 24 August 2019 at 15:34 UTC to Saturday, 14 January 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:
[383] #osint,#threatintel [320] ft,fir [312] tracking,links [296] #avgeeks,#osint [275] air,force [275] #malware,#osint [257] links,#avgeeks [241] johnny05,departs [241] departs,lands [241] mission,r2508 Top Word Pairs in Tweet in G1:
[122] google,account [122] phone,number [114] number,google [113] account,reading [113] blog,aware_online [113] reading,blog [113] aware_online,outline [113] outline,convert [112] jacksonhhax,phone [112] convert,connect Top Word Pairs in Tweet in G2:
[228] #usaf,#rq170 [228] #palmdaleplant42,today [228] mission,r2508 [228] test,mission [228] johnny05,departs [228] lands,#palmdaleplant42 [228] departs,lands [228] #sentinel,johnny05 [228] today,test [228] #rq170,#sentinel Top Word Pairs in Tweet in G3:
[214] mehr,halbe [214] reisen,krieg [214] tigray,reisen [214] regierung,reporter [214] halbe,million [214] reporter,tigray [214] äthiopiens,regierung [214] krieg,mehr [214] million,tote [213] techjournalisto,äthiopiens Top Word Pairs in Tweet in G4:
[71] dailyosint,need [68] dark,web [61] target,onion [61] helps,crawl [61] need,scrape [61] scrape,data [61] #python,#tool [61] crawl,target [61] data,dark [61] #cli,#python Top Word Pairs in Tweet in G5:
[181] #cybersecurity,#hacking [142] video,webinar [142] webinar,gratuito [142] disponible,video [131] alonso_reydes,disponible [108] #hacking,#readteam [60] gratuito,analizar [51] #hacking,#readtea [47] osint,#cybersecurity [46] gratuito,atacar Top Word Pairs in Tweet in G6:
[356] #osint,#threatintel [267] #malware,#osint [176] malware,analysis [95] #threatreport,#osint [87] #threatintel,#cyber [86] #malpedia,#malware [86] #vulnerability,#osint [85] #cve,#vulnerability [65] #redpacketsecurity,#threatreport [60] beacon,detected Top Word Pairs in Tweet in G7:
[75] #osint,#ukrainewar [54] #ukrainewar,#ukrainerussiawar [37] ukikaski,rus [25] still,fighting [23] rus,channels [22] apu,forces [22] near,#bakhmut [21] rus,propaganda [21] propaganda,push [20] freezing,death Top Word Pairs in Tweet in G8:
[15] rivals,seizing [15] plain,sight [15] lag,rivals [15] hiding,plain [15] seizing,data [15] data,hiding [15] spies,lag [14] sight,co [11] open,source [8] source,intelligence Top Word Pairs in Tweet in G9:
[67] hey,#osint [59] allforosint,hey [29] intelligence,gathering [28] know,many [28] types,intelligence [28] here's,list [28] #intelligence,#geopolitics [28] #osint,apart [28] apart,osint [28] many,types Top Word Pairs in Tweet in G10:
[34] jaidevjamwal,thread [26] storage,facilities [25] lanzhou,one [25] chinese,ammunition [25] county,lanzhou [25] coordinates,images [25] ammunition,storage [25] facilities,coordinates [25] location,gaolan [25] thread,chinese Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: