The graph represents a network of 5,738 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 06:45 UTC.
The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 5-hour, 30-minute period from Wednesday, 11 May 2022 at 18:21 UTC to Sunday, 22 May 2022 at 23:52 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 : 5738
Unique Edges : 1488
Edges With Duplicates : 13528
Total Edges : 15016
Number of Edge Types : 5
Retweet : 6362
MentionsInRetweet : 6751
Tweet : 862
Replies to : 197
Mentions : 844
Self-Loops : 1056
Reciprocated Vertex Pair Ratio : 0.00705264884369362
Reciprocated Edge Ratio : 0.0140065146579805
Connected Components : 456
Single-Vertex Connected Components : 268
Maximum Vertices in a Connected Component : 4754
Maximum Edges in a Connected Component : 13628
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 3.937576
Graph Density : 0.000186518956614172
Modularity : 0.368792
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,738 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 23 May 2022 at 06:45 UTC.
The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 5-hour, 30-minute period from Wednesday, 11 May 2022 at 18:21 UTC to Sunday, 22 May 2022 at 23:52 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 : GraphServerTwitterSearch
Graph Term : cyberwar
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:
[3123] jamming,hacking [3120] hacking,attempts [3119] russian,cyberwar [3114] resisted,russian [3111] cyberwar,jamming [3111] attempts,far [3104] ramping,efforts [3101] re,ramping [3100] starlink,resisted [3097] far,re Top Word Pairs in Tweet in G1:
[3064] cyberwar,jamming [3064] jamming,hacking [3063] starlink,resisted [3063] resisted,russian [3063] russian,cyberwar [3062] hacking,attempts [3062] attempts,far [3062] far,re [3062] re,ramping [3062] ramping,efforts Top Word Pairs in Tweet in G2:
[1161] #cyberwar,#cybercrime [702] #cybercrime,#cyber [518] #cyber,#hacker [367] #hacker,#privacy [264] #privacy,#apt [195] #apt,#bot [179] #bot,#ciso [130] #cybercrime,#hacker [130] attacks,#cyberwar [121] #opensource,#python Top Word Pairs in Tweet in G3:
[89] explosions,fires [89] fires,unknown [89] unknown,origin [89] origin,taking [89] taking,place [89] place,russia [89] russia,industrial [89] industrial,military [89] military,facilities [89] facilities,many Top Word Pairs in Tweet in G4:
[22] cyberwar,against [21] seem,struggling [20] dreaded,cyberwarriors [20] cyberwarriors,seem [19] russia's,dreaded [19] struggling,ukraine [14] russian,cyberwar [14] ukraine,cbc [14] cbc,news [12] ramping,efforts Top Word Pairs in Tweet in G5:
[126] cyberseceu,awards [126] awards,2022 [126] 2022,ukraine [126] ukraine,winner [126] winner,recognizing [126] cyber,nation [126] nation,important [125] recognizing,cyber [124] fedorovmykhailo,cyberseceu [6] updates,analysts Top Word Pairs in Tweet in G6:
[108] america,hot [108] hot,cyberwar [108] cyberwar,kremlin [108] kremlin,whose [108] whose,chief [108] chief,component [108] component,kremlin [108] kremlin,disinformation [108] disinformation,spread [108] spread,far Top Word Pairs in Tweet in G7:
[97] great,list [97] list,books [97] books,getting [97] getting,cti [97] cti,cuckoo's [97] cuckoo's,egg [97] egg,intelligence [97] intelligence,driven [97] driven,incident [97] incident,response Top Word Pairs in Tweet in G8:
[8] putin,wont [6] friends,allways [6] frighten,people [6] people,nukes [6] nukes,ww3 [6] ww3,cyberwar [5] latest,article [5] article,national [5] national,interest [5] interest,#india Top Word Pairs in Tweet in G9:
[73] option,carries [73] carries,risks [73] risks,alternative [73] alternative,cyberwar [73] cyberwar,attack [73] attack,nato [73] nato,arms [73] arms,transfers [73] transfers,potential [73] potential,accidents Top Word Pairs in Tweet in G10:
[65] under,attack [64] attack,kind [64] kind,war [64] war,barely [64] barely,words [41] newyorkstateag,mancity9111 [41] mancity9111,everybody [41] everybody,understands [41] understands,under [41] words,right 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: