The graph represents a network of 2,143 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 12:50 UTC.
The tweets in the network were tweeted over the 1538-day, 17-hour, 39-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 09 February 2023 at 00:24 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 : 2143
Unique Edges : 1501
Edges With Duplicates : 7314
Total Edges : 8815
Number of Edge Types : 9
Retweet : 1991
MentionsInRetweet : 2699
Tweet : 2734
MentionsInQuote : 430
Mentions : 563
Quote : 58
Replies to : 98
MentionsInReplyTo : 240
MentionsInQuoteReply : 2
Self-Loops : 3141
Reciprocated Vertex Pair Ratio : 0.0159462861938733
Reciprocated Edge Ratio : 0.0313919867823214
Connected Components : 658
Single-Vertex Connected Components : 499
Maximum Vertices in a Connected Component : 914
Maximum Edges in a Connected Component : 4184
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.249785
Graph Density : 0.000527415819337534
Modularity : 0.298674
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,143 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 12:50 UTC.
The tweets in the network were tweeted over the 1538-day, 17-hour, 39-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 09 February 2023 at 00:24 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:
[491] #cisco,#circulareconomy [369] #circulareconomy,#forsale [308] #forsale,#forsale [239] #onlineexam,#onlineclasses [239] #digitalmarketing,#devopsjobs [239] #devopsjobs,#linux [239] #gcp,#datascience [239] #onlineclasses,#cisco [239] #awscertified,#gcp [239] #linux,#onlineexam Top Word Pairs in Tweet in G1:
[97] learn,more [91] sd,wan [53] #shikaku,#cisco [53] #cisco,解答 [53] co,szfkgamnar [53] 解答,co [50] #スイッチ,#ルーター [50] #pc周辺機器,#cisco [50] #ルーター,#システム統合 [50] #サーバ,#スイッチ Top Word Pairs in Tweet in G2:
[239] #onlineclasses,#cisco [239] #digitalmarketing,#devopsjobs [239] #devopsjobs,#linux [239] #gcp,#datascience [239] #onlineexam,#onlineclasses [239] #cloudcomputing,#awscertified [239] #awscertified,#gcp [239] #linux,#onlineexam [239] #datascience,#digitalmarketing [208] #windows,#interviewquestionsandanswers Top Word Pairs in Tweet in G3:
[163] still,cheap [163] allready,patents [163] patents,#cisco [163] #holochain,allready [163] buy,hot [163] hot,still [163] beginning,#holochain [163] cheap,beginning [153] #cisco,#bankofamerica [64] #layoffs,#layoff Top Word Pairs in Tweet in G4:
[108] mega,thread [108] 10,free [108] certificate,completion [108] courses,certificate [108] completion,isc [108] free,online [108] thread,find [108] online,courses [108] isc,cisco [108] find,10 Top Word Pairs in Tweet in G5:
[69] high,severity [69] big,ip [65] #cisco,iox [65] discovered,#cisco [65] products,protect [65] iox,f5 [65] severity,vulnerabilities [65] vulnerabilities,discovered [65] f5,big [65] ip,products Top Word Pairs in Tweet in G6:
[62] bridgestone,cocacola [62] airbnb,allianz [62] deloitte,intel [62] allianz,atos [62] atos,bridgestone [62] cocacola,deloitte [53] intel,omegawatches [46] #paris2024,airbnb [40] olympics,#paris2024 [35] omegawatches,panasonic Top Word Pairs in Tweet in G7:
[35] #ccnp,#ccie [34] #ccna,#ccnp [27] #networking,#networks [22] #cisco,#aci [20] cisco,aci [19] #networks,#networksbaseline [17] mentioned,multiple [17] learning,ai [17] time,learning [17] chatgpt,mentioned Top Word Pairs in Tweet in G8:
[135] please,retweet [107] #cisconetworking,#cisco [90] #ccna,#cisconetworking [79] retweet,#ccna [71] course,please [54] 301,course [54] ccna,200 [54] 200,301 [33] #cisco,#networkengineer [32] network,questions Top Word Pairs in Tweet in G9:
[48] cisco,ccna [43] #cisco,#ccna [29] #ccna,#cisco [20] #cisco,learning [18] lab,exercises [16] group,brings [16] class,2023 [16] celebration,introduce [16] 2023,meet [16] join,celebration Top Word Pairs in Tweet in G10:
[66] αλλά,μας [66] ανεξάρτητες,αρχές [66] #cisco,#aπδπχ [66] #thread,#cisco [66] σέβεται,τις [66] βγαζει,και [66] τις,ανεξάρτητες [66] μας,βγαζει [66] όχι,μόνο [66] μόνο,δεν 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 G6:
Top Replied-To in G7:
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: