The graph represents a network of 5,830 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, 14 November 2022 at 07:33 UTC.
The requested start date was Monday, 14 November 2022 at 01:01 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 3-day, 22-hour, 46-minute period from Monday, 31 October 2022 at 01:04 UTC to Thursday, 03 November 2022 at 23:50 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 : 5830
Unique Edges : 275
Edges With Duplicates : 11424
Total Edges : 11699
Number of Edge Types : 5
Retweet : 5673
MentionsInRetweet : 5711
Mentions : 123
Tweet : 156
Replies to : 36
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.00104166666666667
Reciprocated Edge Ratio : 0.00208116545265349
Connected Components : 142
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 5486
Maximum Edges in a Connected Component : 11210
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.607228
Graph Density : 0.000169672722329089
Modularity : 0.338276
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 5,830 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, 14 November 2022 at 07:33 UTC.
The requested start date was Monday, 14 November 2022 at 01:01 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 3-day, 22-hour, 46-minute period from Monday, 31 October 2022 at 01:04 UTC to Thursday, 03 November 2022 at 23:50 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:
[9425] ø,ø [7250] ù,ø [5800] ø,ù [4597] nations,engaged [4597] global,cyberwar [4597] secret,ordinary [4597] engaged,global [4597] people,nations [4597] ordinary,people [4596] govt,secrets Top Word Pairs in Tweet in G1:
[4588] global,cyberwar [4587] nations,engaged [4587] µ,govt [4587] secrets,secret [4587] people,nations [4587] cyberwar,leaders [4587] µthreadðÿ,µ [4587] engaged,global [4587] secret,ordinary [4587] govt,secrets Top Word Pairs in Tweet in G2:
[9386] ø,ø [7220] ù,ø [5776] ø,ù [2888] ù,ù [2166] ø,ùˆø [2166] ûœ,ø [1444] ú,ø [1444] ùˆø,ûœ [1444] ø,ú [722] øª,øªùˆù Top Word Pairs in Tweet in G3:
[62] united,states [59] data,united [59] russians,hacking [59] released,pictures [59] military,classified [59] videos,usa [59] classified,data [59] usa,army [59] states,released [59] pictures,videos Top Word Pairs in Tweet in G4:
[7] sandworm,cyberwar [7] dangerous,hackers [7] cyberwar,hunt [7] hunt,kremlin's [7] kremlin's,dangerous [7] united,states [4] elite,ruled [4] canada,peru [4] william,waltz [4] xera,william Top Word Pairs in Tweet in G5:
[28] äž,äž [26] ø,ø [20] ù,ø [19] losing,cyberwar [19] reasons,losing [19] #cybersecurity,ironracer [19] cyberwar,#cybersecurity [16] ø,ù [15] ongoing,attacks [15] attacks,#russianmilitarystores Top Word Pairs in Tweet in G6:
[7] military,cyber [7] teamâ,defence [7] defence,#ukraine [7] bbcnews,#cyberwar [7] cyber,teamâ [7] inside,military [7] #ukraine,bbcnews [6] activecitizency,inside [3] vzhora,joined [3] operations,country Top Word Pairs in Tweet in G7:
[9] plod,along [9] along,serious [9] think,plod [9] serious,defence [9] long,government [9] government,think [9] defence,sovereign [9] sovereign,state [8] gcraughwell,long [8] state,advisingâ Top Word Pairs in Tweet in G8:
[4] eddie700,fingers [4] bring,timely [4] again,eddie700 [4] today,05 [4] pm,again [4] fingers,rockyboiman50 [4] 700wlw,today [4] 05,pm [4] rockyboiman50,bring [4] tune,700wlw Top Word Pairs in Tweet in G9:
[9] ukraineâ,past [9] past,present [9] present,cyberwar [8] charla,robert_lipovsky [8] comienza,charla [8] robert_lipovsky,ukraineâ [8] cyberwar,sala [8] sala,#eko2022 [7] ekoparty,comienza [7] #eko2022,#maintracktalksâ Top Word Pairs in Tweet in G10:
[7] old,meanwhile [7] cyberwar,conversation [7] cashâ,legal [7] longer,theoretical [7] conversation,longer [7] theoretical,lot [7] decade,old [7] lot,cashâ [7] meanwhile,cyberwar [6] legal,preâ 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 G7:
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:
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: