The graph represents a network of 1,105 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, 10 January 2022 at 07:19 UTC.
The requested start date was Monday, 10 January 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 13-day, 21-hour, 47-minute period from Monday, 27 December 2021 at 01:07 UTC to Sunday, 09 January 2022 at 22:55 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 : 1105
Unique Edges : 715
Edges With Duplicates : 1897
Total Edges : 2612
Number of Edge Types : 5
Retweet : 632
MentionsInRetweet : 887
Mentions : 421
Replies to : 151
Tweet : 521
Self-Loops : 545
Reciprocated Vertex Pair Ratio : 0.0165073848827107
Reciprocated Edge Ratio : 0.0324786324786325
Connected Components : 220
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 248
Maximum Edges in a Connected Component : 1181
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.579746
Graph Density : 0.000959079283887468
Modularity : 0.455121
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,105 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, 10 January 2022 at 07:19 UTC.
The requested start date was Monday, 10 January 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 13-day, 21-hour, 47-minute period from Monday, 27 December 2021 at 01:07 UTC to Sunday, 09 January 2022 at 22:55 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:
[93] data,western [93] social,media [92] western,social [73] loop,liar [67] china,mining [67] mining,data [67] media,information [67] information,foreign [67] foreign,targets [67] targets,washington Top Word Pairs in Tweet in G1:
[36] more,cybersecurity [31] cybersecurity,coverage [31] coverage,check [31] check,flipboard [31] flipboard,magazine [29] test,linux [29] linux,server [29] server,vulnerable [29] vulnerable,log4j [29] log4j,jackofalltech1 Top Word Pairs in Tweet in G2:
[10] data,western [10] social,media [9] western,social [7] china,collecting [7] collecting,data [6] report,china [5] cyber,security [4] between,iran [4] wapo,report [3] hacking,slugfest Top Word Pairs in Tweet in G3:
[76] data,western [76] western,social [76] social,media [64] china,mining [64] mining,data [64] media,information [64] information,foreign [64] foreign,targets [64] targets,washington [64] washington,reported Top Word Pairs in Tweet in G4:
[11] #world_bio_war,xijinping_xi [9] #redalert_cyberwar,#world_bio_war [7] jawanrightsgovt,#unsc [6] #unsc,whitehouse [6] whitehouse,potus [5] #unsc,un_pga [5] un_pga,whitehouse [5] whitehouse,fatfnews [5] fatfnews,#redalert_cyberwar [5] xijinping_xi,#chinafundterrorism Top Word Pairs in Tweet in G5:
[5] cyberwar,youtube [4] cyberwar_army,orf [4] cyberwar_army,youtube [3] earlmordente,cyberwar_army [3] steinhoefel,markus_soeder [3] markus_soeder,csu [3] csu,cdu [3] cdu,_friedrichmerz [2] cyberwar_army,snowden [2] realmaxmeier,cyberwar_army Top Word Pairs in Tweet in G6:
[34] run,great [34] great,cyberwar [34] cyberwar,talks [34] talks,press [34] press,coverage [34] coverage,insecure [34] insecure,systems [34] systems,talked [34] talked,days [33] haroonmeer,run Top Word Pairs in Tweet in G7:
[28] democracy,amerikkka [28] amerikkka,suffer [28] suffer,struggle [28] struggle,again [28] again,thanks [28] thanks,putin [28] putin,tfg [28] tfg,gop [28] gop,death [28] death,cult Top Word Pairs in Tweet in G8:
[30] cyber,kill [30] kill,chain [30] chain,explanation [30] explanation,each [30] each,point [30] point,chain [30] chain,#infosec [30] #infosec,#cybersecurity [30] #cybersecurity,#tech [30] #tech,#technology Top Word Pairs in Tweet in G9:
[41] scada,hacking [29] scada,ics [28] three_cube,scada [25] hacking,important [25] important,scada [25] ics,hacks [25] hacks,history [25] history,three_cube [25] three_cube,#scada [25] #scada,#ics Top Word Pairs in Tweet in G10:
[21] pmoindia,narendramodi [21] narendramodi,please [21] please,mind [21] mind,sir [21] sir,ji [21] ji,citizen [21] citizen,hindustan [21] hindustan,proud [21] proud,feel [21] feel,iam Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G6:
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Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: