The graph represents a network of 13,808 Twitter users whose recent tweets contained "#log4j", 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, 14 December 2021 at 19:26 UTC.
The tweets in the network were tweeted over the 22-hour, 55-minute period from Monday, 13 December 2021 at 18:37 UTC to Tuesday, 14 December 2021 at 17:33 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.
Vertices : 13808
Unique Edges : 20124
Edges With Duplicates : 3542
Total Edges : 23666
Number of Edge Types : 5
Retweet : 13727
Tweet : 3853
MentionsInRetweet : 3990
Mentions : 1557
Replies to : 539
Self-Loops : 3967
Reciprocated Vertex Pair Ratio : 0.00709761956759118
Reciprocated Edge Ratio : 0.0140951967906321
Connected Components : 2009
Single-Vertex Connected Components : 1415
Maximum Vertices in a Connected Component : 10575
Maximum Edges in a Connected Component : 19934
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.796922
Graph Density : 9.67547067708195E-05
Modularity : 0.709576
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 13,808 Twitter users whose recent tweets contained "#log4j", 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, 14 December 2021 at 19:26 UTC.
The tweets in the network were tweeted over the 22-hour, 55-minute period from Monday, 13 December 2021 at 18:37 UTC to Tuesday, 14 December 2021 at 17:33 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 : #log4j
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:
[2123] #log4j,#log4shell [1820] cve,2021 [1254] #log4j,vulnerability [1157] 2021,44228 [983] zu,#log4j [858] fix,zu [852] ich,werde [851] die,langzeitfolgen [827] nicht,die [825] werde,keinen Top Word Pairs in Tweet in G1:
[143] #log4j,#log4shell [68] #log4j,vulnerability [62] #แอนช,ล [44] #abudhabigp,#log4j [42] cve,2021 [39] 2021,44228 [34] #log4shell,#log4j [34] log4j,vulnerability [31] apache,log4j [27] #missuniverse,#abudhabigp Top Word Pairs in Tweet in G2:
[370] #log4j,vulnerability [189] #log4j,#log4shell [189] cve,2021 [188] 2021,44228 [160] #ai,#python [157] #machinelearning,#ai [155] #log4j,#robotics [155] #robotics,#aiethics [155] #aiethics,#machinelearning [155] #python,#datascience Top Word Pairs in Tweet in G3:
[450] 2021,44228 [434] cve,2021 [355] #log4j,#log4shell [214] best,visual [214] visual,ve [214] ve,#log4j [203] attack,vector [201] vulnerability,attack [194] #log4j,vulnerability [182] realtryhackme,room Top Word Pairs in Tweet in G4:
[157] wie,#log4shell [117] hilfe,zur [115] zu,#log4j [111] zur,selbsthilfe [102] wichtig,ist [98] damit,probleme [98] probleme,wie [98] #log4shell,früher [98] früher,entdeckt [98] entdeckt,und Top Word Pairs in Tweet in G5:
[802] zu,#log4j [792] fix,zu [764] ich,werde [764] werde,keinen [764] keinen,fix [764] #log4j,einspielen [764] einspielen,solange [764] solange,nicht [764] nicht,die [764] die,langzeitfolgen Top Word Pairs in Tweet in G6:
[561] long,weekend [561] weekend,finding [561] finding,#log4j [561] #log4j,defender [561] defender,bad [561] bad,bad [561] bad,level [561] level,badness [561] badness,overstated [561] overstated,attack Top Word Pairs in Tweet in G7:
[240] lsof,grep [159] #log4j,vulnerability [155] #log4shell,#log4j [141] heads,lot [141] lot,scanning [141] scanning,#log4j [141] vulnerability,decided [141] decided,publish [141] publish,blog [141] blog,post Top Word Pairs in Tweet in G8:
[148] #log4j,update [148] update,depending [148] depending,java [148] java,versions [148] versions,protect [148] protect,rce [148] rce,patching [148] patching,log4j [148] log4j,longer [148] longer,viable Top Word Pairs in Tweet in G9:
[414] #log4j,#log4shell [379] diagrams,#log4j [379] #log4shell,help [379] help,people [379] people,discuss [379] discuss,things [379] things,hope [379] hope,helps [21] de,la [20] jndi,ldap Top Word Pairs in Tweet in G10:
[295] scan,environment [295] environment,patched [295] patched,#log4j [295] #log4j,patched [295] patched,patched [46] care,#log4j [46] #log4j,supposed [46] supposed,pronounced [46] pronounced,log [46] log,forge Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: