The graph represents a network of 4,160 Twitter users whose recent tweets contained "c4ISR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 17:57 UTC.
The tweets in the network were tweeted over the 1885-day, 1-hour, 26-minute period from Wednesday, 17 January 2018 at 20:56 UTC to Friday, 17 March 2023 at 22:23 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4160
Unique Edges : 1183
Edges With Duplicates : 9127
Total Edges : 10310
Number of Edge Types : 9
Replies to : 725
MentionsInReplyTo : 905
Retweet : 3354
MentionsInRetweet : 3605
Tweet : 1063
Quote : 263
Mentions : 360
MentionsInQuote : 23
MentionsInQuoteReply : 12
Self-Loops : 1654
Reciprocated Vertex Pair Ratio : 0.0301673344331841
Reciprocated Edge Ratio : 0.0585678334477236
Connected Components : 484
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 2490
Maximum Edges in a Connected Component : 6612
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.866893
Graph Density : 0.000252637930715594
Modularity : 0.410281
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,160 Twitter users whose recent tweets contained "c4ISR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 17:57 UTC.
The tweets in the network were tweeted over the 1885-day, 1-hour, 26-minute period from Wednesday, 17 January 2018 at 20:56 UTC to Friday, 17 March 2023 at 22:23 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : c4ISR
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:
[1233] トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ,射撃指揮システムやc4isrシステムなども必要です [1233] 射撃指揮システムやc4isrシステムなども必要です,購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です [1232] 購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です,価格が2倍なのは [1232] rockfish31,トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ [212] #c4isr,#istar [207] #uav,#uas [207] #electronicwarfare,#ew [207] #ew,#c4isr [207] #emso,#russia [207] #russia,#airdefense Top Word Pairs in Tweet in G1:
[1183] トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ,射撃指揮システムやc4isrシステムなども必要です [1183] 射撃指揮システムやc4isrシステムなども必要です,購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です [1182] rockfish31,トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ [1182] 購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です,価格が2倍なのは Top Word Pairs in Tweet in G2:
[99] 結局はいかに機動と火力発揮を効率化できるかのツールでしかないので,元本になる重戦力が十分用意できなければ意味がない [99] 精密誘導兵器にしろc4isrにしろ,結局はいかに機動と火力発揮を効率化できるかのツールでしかないので [98] nagato1941,精密誘導兵器にしろc4isrにしろ [82] 特にc4isrや部隊の即応体制,指揮統制の臨機応変さでロシア軍が大きく遅れをとっていたことはかなり問題視され [82] 質の面,特にc4isrや部隊の即応体制 [82] 指揮統制の臨機応変さでロシア軍が大きく遅れをとっていたことはかなり問題視され,これが同年末から始まるセルジュコフ改革の原動力になったわけです [82] 結局力押しで戦争には勝ったものの,質の面 [81] nagato1941,結局力押しで戦争には勝ったものの [56] 今のウクライナ軍こそソ連軍の完成形みたいな意見を散見するけど,ソ連軍が相対的にこれほど優勢なc4isrをもてたか怪しい気がするので [56] ソ連軍が相対的にこれほど優勢なc4isrをもてたか怪しい気がするので,ちょっと違うのではという気がしている Top Word Pairs in Tweet in G3:
[33] c4isr,market [20] command,control [20] learn,more [18] bae,systems [16] c4isr,programs [16] united,states [15] san,diego [15] surveillance,reconnaissance [14] intelligence,surveillance [14] role,c4isr Top Word Pairs in Tweet in G4:
[20] dome,launcher [20] launcher,awaiting [20] marine,corps [20] fielding,decision [20] tests,mobile [20] mobile,iron [20] iron,dome [20] ausa,2022 [20] corps,successfully' [20] awaiting,fielding Top Word Pairs in Tweet in G5:
[139] アルファベット一つ増えただけで,もう混乱しちまうんだ [139] おれは現代軍事シーンがかけねえんだ,近頃はc4iだのc4i2だのc4isrだの [139] 老いた頭じゃついていけねえ,アルファベット一つ増えただけで [139] 近頃はc4iだのc4i2だのc4isrだの,いろいろな略語が多すぎてな [139] でもなあ,おれは現代軍事シーンがかけねえんだ [139] いろいろな略語が多すぎてな,老いた頭じゃついていけねえ [138] motersensha,でもなあ [138] もう混乱しちまうんだ,おれはそれっぽいブ [17] 三次元空間内の弾道の話なの,10tkレベルのc4isr持っててこれっすからね [17] どうもこうもねぇのこの時点でわかる,間接照準射撃の測量ってこういう話をしてふのですよ Top Word Pairs in Tweet in G6:
[137] islamic,republic [132] humanitarian,disaster [131] against,kurdish [131] protesters,#iran [131] nerve,agents [131] disaster,waiting [131] agents,against [131] kurdish,protesters [131] use,nerve [131] republic,use Top Word Pairs in Tweet in G7:
[60] operations,ukraine [60] combat,operations [60] russian,forces [60] conducted,russian [60] forces,ldnr [60] saker,combat [60] ldnr,forces [60] ukraine,conducted [59] geoffyoung4ky,saker [11] nato,c4isr Top Word Pairs in Tweet in G8:
[53] far,more [52] c4isr,network [52] create,c4isr [52] balloons,create [52] effective,satellite [52] persistent,effective [52] more,resilient [52] resilient,persistent [52] network,far [51] thekimulation,balloons Top Word Pairs in Tweet in G9:
[78] par,forces [77] russes,mais [76] sont,même [76] petit,rappel [76] plupart,opérations [76] même,menées [76] ukraine,sont [76] menées,par [76] ici,plupart [76] opérations,combat Top Word Pairs in Tweet in G10:
[43] saw,elements [43] elements,kharkiv [43] usaf,air [43] learn,combined [43] doubt,ua [43] without,usaf [43] ua,learn [43] combined,arms [43] maneuver,saw [43] arms,maneuver Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: