The graph represents a network of 2,218 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 August 2022 at 11:51 UTC.
The requested start date was Thursday, 25 August 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 13-day, 23-hour, 49-minute period from Thursday, 11 August 2022 at 00:01 UTC to Wednesday, 24 August 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 : 2218
Unique Edges : 1131
Edges With Duplicates : 5501
Total Edges : 6632
Number of Edge Types : 5
Retweet : 1708
MentionsInRetweet : 1817
Tweet : 2605
Mentions : 459
Replies to : 43
Self-Loops : 2671
Reciprocated Vertex Pair Ratio : 0.0159271899886234
Reciprocated Edge Ratio : 0.0313549832026876
Connected Components : 784
Single-Vertex Connected Components : 595
Maximum Vertices in a Connected Component : 1084
Maximum Edges in a Connected Component : 3867
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.351954
Graph Density : 0.000363207008064985
Modularity : 0.310078
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,218 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 August 2022 at 11:51 UTC.
The requested start date was Thursday, 25 August 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 13-day, 23-hour, 49-minute period from Thursday, 11 August 2022 at 00:01 UTC to Wednesday, 24 August 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 : #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:
[299] #cisco,#dell [298] #itad,#servers [298] #servers,#cisco [298] #dell,#ibm [298] #ibm,#hp [284] wanted,used [284] used,servers [270] servers,cisco [270] cisco,laptops [270] laptops,computers Top Word Pairs in Tweet in G1:
[60] learn,more [56] #shikaku,#cisco [56] #cisco,解答 [56] 解答,co [35] co,szfkgamnar [34] です,#shikaku [29] #cisco,#ccna [28] #cisco,#meraki [27] #ccna,#ccnp [20] yanluowang,ransomware Top Word Pairs in Tweet in G2:
[34] ransomware,gang [34] yanluowang,ransomware [29] #ransomware,gang [25] ransomware,group [22] #denovojobs,#denovo [22] #denovo,vacancy [22] external,id [21] send,resume [20] vacancy,network [20] network,engineer Top Word Pairs in Tweet in G3:
[127] initial,access [126] #cisco,publishing [126] publishing,details [126] details,security [126] security,breach [126] breach,initial [126] access,broker [126] broker,iab [126] iab,ties [126] ties,#unc2447 Top Word Pairs in Tweet in G4:
[126] thehackersnews,#cisco [94] hacked,yanluowang [94] yanluowang,#ransomware [94] #ransomware,gang [93] #cisco,confirmed [93] confirmed,hacked [93] gang,hackers [93] hackers,gained [93] gained,access [93] access,employee's Top Word Pairs in Tweet in G5:
[20] #ccnp,#ccie [19] #ccna,#ccnp [18] #networking,#networks [9] #ccie,#networking [9] #networks,#networksbaseline [8] cisco,viptela [8] #cisco,#viptela [8] #viptela,#sdwan [7] #vxlan,#networking [7] cisco,eth Top Word Pairs in Tweet in G6:
[66] daily,networking [66] networking,practice [66] practice,support [66] support,liking [66] liking,sharing [66] sharing,retweet [66] retweet,#ccna [66] #ccna,#cisconetworking [57] cisco,ccna [54] #cisco,#networking Top Word Pairs in Tweet in G7:
[167] #cloudcomputing,#awscertified [167] #awscertified,#gcp [167] #gcp,#datascience [167] #datascience,#digitalmarketing [167] #digitalmarketing,#devopsjobs [167] #devopsjobs,#linux [167] #linux,#onlineexam [149] #onlineexam,#onlineclasses [149] #onlineclasses,#cisco [119] #cisco,#questions Top Word Pairs in Tweet in G8:
[17] #itprotv,#cisco [17] #cisco,#cbrops [17] #cbrops,#quiztorial [12] #cisco,#ccna [10] #cisco,learning [9] learning,network [8] booth,201 [7] stop,booth [7] #cisco,#devnet [6] wrote,small Top Word Pairs in Tweet in G9:
[30] really,interesting [30] interesting,report [30] report,#casteintech [30] #casteintech,covers [30] covers,companies [30] companies,leaders [30] leaders,addressing [30] addressing,discrimination [29] audreytruschke,really [4] giants,confront Top Word Pairs in Tweet in G10:
[13] getting,full [13] full,connectivity [13] connectivity,vlan [13] vlan,segmentation [13] segmentation,asa [13] asa,transparent [13] transparent,mode [13] mode,took [13] took,bit [13] bit,work Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: