The graph represents a network of 1,710 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 12:50 UTC.
The tweets in the network were tweeted over the 1497-day, 4-hour, 11-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 29 December 2022 at 10:56 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 : 1710
Unique Edges : 961
Edges With Duplicates : 6325
Total Edges : 7286
Number of Edge Types : 9
MentionsInQuote : 29
Replies to : 82
MentionsInReplyTo : 59
Quote : 49
Tweet : 3168
Retweet : 1601
MentionsInRetweet : 1737
Mentions : 558
MentionsInQuoteReply : 3
Self-Loops : 3643
Reciprocated Vertex Pair Ratio : 0.0204855842185129
Reciprocated Edge Ratio : 0.0401486988847584
Connected Components : 679
Single-Vertex Connected Components : 522
Maximum Vertices in a Connected Component : 568
Maximum Edges in a Connected Component : 3374
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.828179
Graph Density : 0.00046023973528516
Modularity : 0.220974
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,710 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 12:50 UTC.
The tweets in the network were tweeted over the 1497-day, 4-hour, 11-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 29 December 2022 at 10:56 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:
[671] #cisco,#circulareconomy [479] #circulareconomy,#forsale [390] #forsale,#forsale [374] #cisco,#layoffs [369] #layoffs,#layoff [368] #layoff,csco [366] csco,#csco [356] #csco,#thebayarea [346] #thebayarea,#sanjose [324] #sanjose,#networking Top Word Pairs in Tweet in G1:
[64] #shikaku,#cisco [64] #cisco,解答 [64] 解答,co [63] learn,more [56] training,certifications [55] wanted,used [54] sell,cisco [44] です,#shikaku [44] co,szfkgamnar [42] #lan,#pc周辺機器 Top Word Pairs in Tweet in G2:
[363] #layoffs,#layoff [363] #layoff,csco [363] #cisco,#layoffs [361] csco,#csco [353] #csco,#thebayarea [343] #thebayarea,#sanjose [321] #sanjose,#networking [314] #devopsjobs,#linux [314] #linux,#onlineexam [314] #awscertified,#gcp Top Word Pairs in Tweet in G3:
[71] cisco,ccna [66] #cisco,#ccna [45] ccna,course [44] #ccna,#cisco [41] day,11 [34] free,ccna [34] ccna,exam [25] exam,topics [25] video,ccna [23] jeremysitlab,video Top Word Pairs in Tweet in G4:
[107] more,info [105] info,#multipolartechnology [105] #security,#networking [105] #multipolartechnology,#cisco [105] #cisco,#security [12] sd,wan [10] first,#premierleague [9] #premierleague,deal [8] logins,dangerous [8] trusted,access Top Word Pairs in Tweet in G5:
[61] #free4arab,#cisco [47] موقع,مجاني [47] عليه,اسئلة [47] سيسكو,وهواوي [47] امتحانات,سيسكو [47] الموقع,#free4arab [47] وهواوي,وامازون [47] #aws,#huawei [47] #cisco,#aws [47] لينك,الموقع Top Word Pairs in Tweet in G6:
[24] #cisco,#ccna [12] simplify,vpn [12] learn,simplify [12] wan,using [12] wan,knowledge [12] knowledge,article [12] vpn,network [12] using,cisco [12] segmentation,wan [12] network,segmentation Top Word Pairs in Tweet in G7:
[53] youtube,video [52] hackers,coders [52] network,engineers [52] coders,network [52] challenged,chatgpt [52] replace,hackers [52] engineers,youtube [52] chatgpt,replace [51] davidbombal,challenged [51] video,#ch Top Word Pairs in Tweet in G8:
[5] ebay,walmart [4] walmart,walmartmexico [3] #computers,#electronics [3] amazon,ebay [3] walmartmexico,walmartgt [2] ebaydk,walmart [2] latest,reports [2] #catalyst,#switch [2] #cisco,#catalyst [2] cisco,started Top Word Pairs in Tweet in G9:
[33] #whynotus,#cisco [15] coach_gpadgitt,#whynotus [12] weeks,until [10] #changetheculture,#changetheculture [9] state,diamonds [9] recruits,know [9] #cisco,#runitup [9] #cisco,#soulsavers [9] looking,state [9] until,spring Top Word Pairs in Tweet in G10:
[8] core,gateway [7] tmobile,cisco [6] #5g,core [6] cisco,show [6] show,distributed [6] #cloud,native [6] nationwide,#cloud [6] native,#5g [6] gateway,sexy [6] distributed,nationwide Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
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: