The graph represents a network of 7,978 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 50,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/20/2024 11:40:07 AM. The network was obtained from Twitter on Saturday, 20 January 2024 at 22:13 UTC.
The tweets in the network were tweeted over the 2453-day, 21-hour, 39-minute period from Tuesday, 02 May 2017 at 22:00 UTC to Saturday, 20 January 2024 at 19:39 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 : 7978
Unique Edges : 9315
Edges With Duplicates : 6502
Total Edges : 15817
Number of Edge Types : 9
Retweet : 5257
Replies to : 3922
Tweet : 2776
Quote : 678
MentionsInReplyTo : 2033
Mentions : 423
MentionsInRetweet : 568
MentionsInQuote : 90
MentionsInQuoteReply : 70
Self-Loops : 3378
Reciprocated Vertex Pair Ratio : 0.0191498316498316
Reciprocated Edge Ratio : 0.0375800123890151
Connected Components : 431
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 6703
Maximum Edges in a Connected Component : 13664
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.278057
Graph Density : 0.000152198664165241
Modularity : 0.572525
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 7,978 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 50,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/20/2024 11:40:07 AM. The network was obtained from Twitter on Saturday, 20 January 2024 at 22:13 UTC.
The tweets in the network were tweeted over the 2453-day, 21-hour, 39-minute period from Tuesday, 02 May 2017 at 22:00 UTC to Saturday, 20 January 2024 at 19:39 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 : TwitterSearch3
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[337] #osint,experts [336] experts,week [336] liberal,became [336] remember,reasonable [336] prove,hospital [336] became,#osint [336] hospital,bombed [336] week,prove [336] reasonable,liberal [335] bombed,ga Top Word Pairs in Tweet in G1:
[132] tweet4anna,osint_69 [72] parts,world [70] osint_69,describe [70] mob,parts [70] see,mob [70] world,shapes [70] shapes,colors [70] feeling,see [70] colors,coming [70] describe,feeling Top Word Pairs in Tweet in G2:
[45] one,russian [44] name,one [43] osint_69,pstyle0ne1 [43] identified,name [43] researcher,necromancer [43] eliminated,december [43] osint,researcher [43] 22,day [43] russian,pilots [43] pilots,eliminated Top Word Pairs in Tweet in G3:
[273] #osint,#ukrainerussiawar [233] #ukrainerussiawar,#ukrainewar [158] #ukrainewar,#ukrainekrieg [122] destroying,90m's [122] bradleys,destroying [122] bitching,social [122] trending,porn [122] hub,know [122] porn,hub [122] 90m's,trending Top Word Pairs in Tweet in G4:
[334] hospital,bombed [334] week,prove [334] experts,week [334] prove,hospital [334] reasonable,liberal [334] remember,reasonable [334] became,#osint [334] liberal,became [334] #osint,experts [333] bombed,ga Top Word Pairs in Tweet in G5:
[34] fani,willis [23] jean,carroll [19] donald,trump [18] joe,biden [18] president,trump [17] nikki,haley [12] secure,border [11] border,security [10] illegal,aliens [9] federal,government Top Word Pairs in Tweet in G6:
[156] number,#osint [156] phone,number [128] very,useful [128] phunter,tool [128] information,phone [128] #osint,#infosec [128] finding,information [128] tool,very [128] useful,tool [128] tool,finding Top Word Pairs in Tweet in G7:
[132] extensions,cimetières [132] d'estimer,bilan [132] satellite,permettent [132] par,image [132] cimetières,marioupol [132] marioupol,visibles [132] permettent,désormais [132] visibles,par [132] image,satellite [132] désormais,d'estimer Top Word Pairs in Tweet in G8:
[17] yt,channel [16] channel,link [15] gbinpictures_,yt [14] killed,pakistan's [14] terrorists,killed [13] osint,reports [13] according,multiple [13] reports,76 [13] pakistan's,retaliatory [13] unconfirmed,osint Top Word Pairs in Tweet in G9:
[12] rshdwwarcollege,nagat4co [10] dreadfurysong,rshdwwarcollege [9] paul_suda,socdemisms [9] socdemisms,wanyeburkett [6] january,6th [6] nikki,haley [5] itsjeffhudson,acyn [5] cougarspider,terriersfan [5] lot,people [4] big,good Top Word Pairs in Tweet in G10:
[154] update,gt [154] covertshores,update [152] gt,first [152] missile,asbm [152] iranian,houthi [152] first,image [152] houthi,anti [152] ballistic,missile [152] anti,ship [152] image,iranian 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: