The graph represents a network of 7,966 Twitter users whose recent tweets contained "#OSINT", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 14 March 2022 at 16:52 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 26-minute period from Sunday, 06 March 2022 at 12:57 UTC to Monday, 14 March 2022 at 15:23 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7966
Unique Edges : 13082
Edges With Duplicates : 7546
Total Edges : 20628
Number of Edge Types : 5
Replies to : 391
Mentions : 1618
MentionsInRetweet : 5468
Tweet : 3058
Retweet : 10093
Self-Loops : 3313
Reciprocated Vertex Pair Ratio : 0.0115033431591056
Reciprocated Edge Ratio : 0.022745042291563
Connected Components : 518
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 6954
Maximum Edges in a Connected Component : 19341
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.216054
Graph Density : 0.000221736479220617
Modularity : 0.595493
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273010
Data Import : The graph represents a network of 7,966 Twitter users whose recent tweets contained "#OSINT", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 14 March 2022 at 16:52 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 26-minute period from Sunday, 06 March 2022 at 12:57 UTC to Monday, 14 March 2022 at 15:23 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1401] open,source [1350] #cybersecurity,#redteam [1140] #infosec,#cybersecurity [940] #hacking,#hackers [924] #redteam,#pentest [924] #pentest,#pentesting [924] #pentesting,#hacking [905] source,intelligence [880] social,media [802] #opensource,#osint Top Word Pairs in Tweet in G1:
[1252] #cybersecurity,#redteam [1060] #infosec,#cybersecurity [873] #hacking,#hackers [864] #redteam,#pentest [864] #pentest,#pentesting [864] #pentesting,#hacking [742] #opensource,#osint [719] #hackers,#coding [719] #coding,#opensource [478] open,source Top Word Pairs in Tweet in G2:
[170] #osint,#socmint [112] social,media [102] search,engine [95] #bugbounty,#bugbountytips [94] email,phone [92] phone,ip [91] curious,investigating [91] investigating,#web3 [91] #web3,#nfts [91] #nfts,standard Top Word Pairs in Tweet in G3:
[148] #osint,sentdefender [147] sentdefender,walterlekh [127] #ukrainerussianwar,#osint [124] ralee85,grammardomin8rx [116] open,source [112] #russia,#ukraine [112] walterlekh,vcdgf555 [112] vcdgf555,ralee85 [108] source,intelligence [106] real,time Top Word Pairs in Tweet in G4:
[138] #osint,community [114] russian,military [113] lot,footage [113] footage,being [113] being,posted [113] posted,online [113] online,russian [113] military,movements [113] movements,ukrainian [113] ukrainian,border Top Word Pairs in Tweet in G5:
[326] #osint,para [326] para,principiantes [320] de,marzo [313] plazas,para [313] el,curso [311] #sorteo,sorteamos [311] sorteamos,dos [311] dos,plazas [311] para,el [311] curso,#osint Top Word Pairs in Tweet in G6:
[660] social,media [341] open,source [333] #osint,community [330] ukrainian,war [330] war,playing [330] playing,social [330] media,social [330] media,impacting [330] impacting,progress [330] progress,ukrainian Top Word Pairs in Tweet in G7:
[201] 429,го [200] #украина,#osint [200] #osint,опознаны [200] опознаны,ликвидированные [200] ликвидированные,в [200] в,украине [200] украине,военнослужащие [200] военнослужащие,россии [200] россии,429 [200] го,полка Top Word Pairs in Tweet in G8:
[32] images,emerged [32] emerged,claiming [32] claiming,show [32] show,damage [32] damage,strike [32] strike,convent [32] convent,kayah [32] kayah,state [32] state,myanmar [32] #osint,#whatshappeninginmyanmar Top Word Pairs in Tweet in G9:
[206] open,source [205] source,intelligence [203] osint,open [170] #osint,#opensource [169] intelligence,tools [169] tools,techniques [167] techniques,war [167] war,crimes [167] crimes,confirmation [167] confirmation,case Top Word Pairs in Tweet in G10:
[90] black,sea [72] east,med [51] #вмф,#russia's [51] #russia's,naval [51] naval,deployment [51] deployment,#mediterranean [51] #mediterranean,morning [51] morning,mar [51] reported,#osint [51] naval,activity Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: