The graph represents a network of 1,894 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 25 November 2021 at 13:04 UTC.
The requested start date was Thursday, 25 November 2021 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, 23-hour, 47-minute period from Thursday, 11 November 2021 at 01:11 UTC to Thursday, 25 November 2021 at 00:59 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 : 1894
Unique Edges : 1078
Edges With Duplicates : 5318
Total Edges : 6396
Number of Edge Types : 5
Retweet : 1595
MentionsInRetweet : 1777
Tweet : 2253
Mentions : 676
Replies to : 95
Self-Loops : 2296
Reciprocated Vertex Pair Ratio : 0.0146028037383178
Reciprocated Edge Ratio : 0.0287852619458837
Connected Components : 567
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 979
Maximum Edges in a Connected Component : 4630
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.494755
Graph Density : 0.000484472610981044
Modularity : 0.296959
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,894 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 25 November 2021 at 13:04 UTC.
The requested start date was Thursday, 25 November 2021 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, 23-hour, 47-minute period from Thursday, 11 November 2021 at 01:11 UTC to Thursday, 25 November 2021 at 00:59 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 : #cisco
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:
[524] iotcybersec24,#cisco [303] #cisco,#dell [301] #itad,#servers [301] #servers,#cisco [301] #dell,#ibm [301] #ibm,#hp [289] wanted,used [289] used,servers [285] #cybersecurity,#cybersecuritytips [285] #cybersecuritytips,#cybersecuritynews Top Word Pairs in Tweet in G1:
[23] sd,wan [17] 2021,11 [15] #うひーメモ,投稿時間 [15] 投稿時間,2021 [14] learn,more [13] more,information [12] #microsoft,#cisco [12] more,cisco [11] more,#cisco [11] #cisco,#ccna Top Word Pairs in Tweet in G2:
[230] #cisco,#ciscogateway [118] link,below [113] click,link [108] hybrid,work [83] wi,fi [81] latest,software [81] software,release [81] release,cisco [81] cisco,dna [81] dna,center Top Word Pairs in Tweet in G3:
[524] iotcybersec24,#cisco [285] #cybersecurity,#cybersecuritytips [285] #cybersecuritytips,#cybersecuritynews [285] #cybersecuritynews,#infosec [285] #infosec,#ethicalhacking [181] gbe,ports [167] cisco,business [163] 00,cisco [156] #cisco,#business [151] gigabit,ethernet Top Word Pairs in Tweet in G4:
[40] youtube,video [36] world,network [36] network,automation [36] automation,top [36] top,skills [36] skills,jobs [36] jobs,certs [36] certs,laptops [36] laptops,more [36] more,youtube Top Word Pairs in Tweet in G5:
[49] unified,communications [48] cloud,suite [47] bridge,operator [47] bridge,cloud [45] operator,console [41] cisco,unified [37] #cisco,#ccna [37] #microsoftteams,#skype4b [37] #skype4b,#cisco [33] #microsoftteams,#cisco Top Word Pairs in Tweet in G6:
[35] #cisco,#network [35] #network,communication [35] communication,protocols [35] protocols,map [35] map,خريطة [35] خريطة,من [35] من,شركة [35] شركة,سسكو [35] سسكو,توضح [35] توضح,بروتوكولات Top Word Pairs in Tweet in G7:
[7] 11,2021 [6] cisco,security [6] security,advisories [6] advisories,alerts [6] alerts,17 [6] 17,11 [6] 2021,showing [6] showing,20 [6] 20,4376 [5] #cisco,#security Top Word Pairs in Tweet in G8:
[41] #giveaway,x1 [41] x1,cisco [41] cisco,ccna [41] ccna,200 [41] 200,301 [41] 301,udemy [41] udemy,course [41] course,perfect [41] perfect,attain [41] attain,ccna Top Word Pairs in Tweet in G9:
[22] #devops,#cisco [22] #cisco,#docker [22] #docker,#deeplearning [15] #udemycoupon,gt [15] net,devops [15] devops,cisco [15] cisco,python [15] python,automation [15] automation,netconf [15] netconf,sdn Top Word Pairs in Tweet in G10:
[27] half,time [27] time,presented [27] presented,cisco_japan [27] cisco_japan,2021明治安田生命ｊ１リーグ [27] 2021明治安田生命ｊ１リーグ,第36節 [27] 第36節,浦和レッズ [27] 浦和レッズ,横浜ｆ [27] 横浜ｆ,マリノス [27] マリノス,#fmarinos [27] #fmarinos,#jリーグ 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: