The graph represents a network of 2,184 Twitter users whose recent tweets contained "#cisco", 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 12:50 UTC.
The tweets in the network were tweeted over the 1545-day, 18-hour, 1-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 16 February 2023 at 00:46 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 : 2184
Unique Edges : 1207
Edges With Duplicates : 6637
Total Edges : 7844
Number of Edge Types : 9
Tweet : 2850
Retweet : 1836
MentionsInRetweet : 2111
MentionsInQuote : 72
Mentions : 594
Replies to : 134
Quote : 54
MentionsInReplyTo : 191
MentionsInQuoteReply : 2
Self-Loops : 3262
Reciprocated Vertex Pair Ratio : 0.0205405405405405
Reciprocated Edge Ratio : 0.0402542372881356
Connected Components : 745
Single-Vertex Connected Components : 573
Maximum Vertices in a Connected Component : 879
Maximum Edges in a Connected Component : 3937
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.21224
Graph Density : 0.000396000396000396
Modularity : 0.276466
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,184 Twitter users whose recent tweets contained "#cisco", 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 12:50 UTC.
The tweets in the network were tweeted over the 1545-day, 18-hour, 1-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 16 February 2023 at 00:46 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 : #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:
[535] #cisco,#circulareconomy [389] #circulareconomy,#forsale [328] #forsale,#forsale [252] #digitalmarketing,#devopsjobs [252] #devopsjobs,#linux [252] #gcp,#datascience [252] #awscertified,#gcp [252] #linux,#onlineexam [252] #datascience,#digitalmarketing [252] #cloudcomputing,#awscertified Top Word Pairs in Tweet in G1:
[108] learn,more [86] sd,wan [62] #スイッチ,#ルーター [62] #pc周辺機器,#cisco [62] #ルーター,#システム統合 [62] #サーバ,#スイッチ [62] #システム統合,#ネットワーク管理 [62] #cisco,#サーバ [59] #lan,#pc周辺機器 [59] にて販売中,#lan Top Word Pairs in Tweet in G2:
[32] davidbombal,ai [21] #sponsoredbycisco,#ciscoliveemea [19] #cisco,learning [18] spend,time [17] biggest,cybersecurity [17] times,ciscoliveemea [17] ai,2023 [17] youtube,video [17] 2023,youtube [17] 2023,expect Top Word Pairs in Tweet in G3:
[14] #sponsoredbycisco,#ciscoliveemea [12] hacking,story [12] never,world [12] cisco,#se [12] never,never [12] world,hacking [12] davidbombal,never [12] youtube,#sponsoredbycisco [12] #ciscoliveemea,cisco [12] story,youtube Top Word Pairs in Tweet in G4:
[250] #devopsjobs,#linux [250] #linux,#onlineexam [250] #awscertified,#gcp [250] #datascience,#digitalmarketing [250] #digitalmarketing,#devopsjobs [250] #gcp,#datascience [250] #cloudcomputing,#awscertified [249] #onlineclasses,#cisco [249] #onlineexam,#onlineclasses [221] #windows,#interviewquestionsandanswers Top Word Pairs in Tweet in G5:
[70] high,severity [70] big,ip [66] #cisco,iox [66] discovered,#cisco [66] products,protect [66] iox,f5 [66] severity,vulnerabilities [66] vulnerabilities,discovered [66] f5,big [66] ip,products Top Word Pairs in Tweet in G6:
[74] αλλά,μας [74] ανεξάρτητες,αρχές [74] #cisco,#aπδπχ [74] #thread,#cisco [74] σέβεται,τις [74] βγαζει,και [74] τις,ανεξάρτητες [74] μας,βγαζει [74] όχι,μόνο [74] μόνο,δεν Top Word Pairs in Tweet in G7:
[153] please,retweet [119] #cisconetworking,#cisco [110] retweet,#ccna [105] #ccna,#cisconetworking [70] course,please [55] ccna,200 [55] 200,301 [53] 301,course [47] #cisco,#networkengineer [36] network,questions Top Word Pairs in Tweet in G8:
[51] courses,certificate [51] online,courses [51] find,10 [51] free,online [51] mega,thread [51] certificate,completion [51] 10,free [51] completion,isc [51] thread,find [51] isc,cisco Top Word Pairs in Tweet in G9:
[56] #ccie,#ccde [54] know,hope [54] everyone,know [54] #ccde,#ccieei [54] hope,someone [54] gets,#ccie [54] giveaway,extended [54] truly,needs [54] needs,gets [54] follow,everyone Top Word Pairs in Tweet in G10:
[51] 200,301 [37] ccna,200 [26] ccna,تابع [25] شهادة,ccna [23] لينك,الفيديو [23] جهاز,الراوتر [23] اختيار,جهاز [23] الفيديو,ccna [23] أجهزة,سيسكو [23] سيسكو,لينك Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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: