The graph represents a network of 8 960 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 Tuesday, 04 October 2022 at 18:20 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 5-minute period from Monday, 26 September 2022 at 13:04 UTC to Tuesday, 04 October 2022 at 17:10 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 : 8960
Unique Edges : 11257
Edges With Duplicates : 8673
Total Edges : 19930
Number of Edge Types : 5
Retweet : 11103
MentionsInRetweet : 2523
Replies to : 243
Tweet : 5122
Mentions : 939
Self-Loops : 5411
Reciprocated Vertex Pair Ratio : 0,0099176332156665
Reciprocated Edge Ratio : 0,0196404793608522
Connected Components : 361
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 8101
Maximum Edges in a Connected Component : 18733
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3,950946
Graph Density : 0,000149689856967455
Modularity : 0,535806
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 8 960 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 Tuesday, 04 October 2022 at 18:20 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 5-minute period from Monday, 26 September 2022 at 13:04 UTC to Tuesday, 04 October 2022 at 17:10 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:
[2631] footage,aftermath [2619] aftermath,bombing [2619] bombing,shellings [2619] shellings,towns [2619] towns,#tigray [2619] #tigray,#ethiopia [2619] #ethiopia,including [2619] including,adi [2619] adi,daero [2619] daero,#osint Top Word Pairs in Tweet in G1:
[2601] horrific,footage [2601] footage,aftermath [2601] aftermath,bombing [2601] bombing,shellings [2601] shellings,towns [2601] towns,#tigray [2601] #tigray,#ethiopia [2601] #ethiopia,including [2601] including,adi [2601] adi,daero Top Word Pairs in Tweet in G2:
[2375] #china,#osint [2375] #research,#security [2374] #osint,#beijing [2374] #beijing,#technology [2374] #technology,#military [2374] #military,#research [1931] gt,gt [1177] risk,level [1177] level,#china [913] key,laboratory Top Word Pairs in Tweet in G3:
[584] seabed,warfare [384] #russian,design [384] design,submarine [384] submarine,operate [384] operate,undersea [384] undersea,pipes [384] pipes,cables [384] cables,gt [384] gt,built [384] built,seabed Top Word Pairs in Tweet in G4:
[709] privacy,scoop [709] scoop,track [709] track,car [709] car,license [709] license,plate [709] plate,thread [709] thread,#osint [709] #osint,#privacy [12] traffic,cameras [12] cameras,expose Top Word Pairs in Tweet in G5:
[411] disponible,el [411] el,video [411] video,del [411] del,webinar [411] webinar,gratuito [409] #cybersecurity,#hacking [409] #hacking,#readteam [409] #readteam,#bugbounty [409] #bugbounty,#forensics [409] #forensics,#osint Top Word Pairs in Tweet in G6:
[120] road,open [119] yesterday,forces [119] forces,leaving [119] leaving,lyman [119] lyman,disarray [119] disarray,road [119] open,zarchine [119] zarchine,tor'ske [119] tor'ske,1513 [119] 1513,hwy Top Word Pairs in Tweet in G7:
[425] #osint,#fellas [411] #ukrainerussiawar,#osint [373] #fellas,#nafo [211] #russiaukrainewar,#ukrainewar [172] #ukrainewar,#ukrainewillwin [172] #ukrainewillwin,#osint [83] apu,forces [50] #fellas,#nafoarticle5 [34] #ukrainewar,#nafo [34] #nafo,#osint Top Word Pairs in Tweet in G8:
[14] open,source [10] source,intelligence [10] #osint,eyez [7] de,la [6] #hacking,#osint [6] un,site [6] #china,#osint [6] #osint,#beijing [6] #beijing,#technology [6] #technology,#military Top Word Pairs in Tweet in G9:
[170] gt,gt [122] recon,step [122] step,cyber [122] cyber,kill [122] kill,chain [122] chain,tools [122] tools,start [122] start,kickoff [122] kickoff,osint [122] osint,toolbox Top Word Pairs in Tweet in G10:
[77] rintamatilannekatsaus,28 [77] 28,ukrainan [77] ukrainan,vastahyökkäykset [77] vastahyökkäykset,jatkuvat [77] jatkuvat,lymanin [77] lymanin,alueella [77] alueella,ja [77] ja,oskil [77] oskil,joen [77] joen,ympäristössä 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 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 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: