The graph represents a network of 1,613 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, 22 December 2022 at 12:56 UTC.
The requested start date was Thursday, 22 December 2022 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, 20-minute period from Thursday, 08 December 2022 at 01:30 UTC to Thursday, 22 December 2022 at 00:50 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 : 1613
Unique Edges : 880
Edges With Duplicates : 5038
Total Edges : 5918
Number of Edge Types : 5
Tweet : 2880
Retweet : 1317
MentionsInRetweet : 1259
Mentions : 436
Replies to : 26
Self-Loops : 3074
Reciprocated Vertex Pair Ratio : 0.0136518771331058
Reciprocated Edge Ratio : 0.0269360269360269
Connected Components : 670
Single-Vertex Connected Components : 531
Maximum Vertices in a Connected Component : 595
Maximum Edges in a Connected Component : 3170
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.976467
Graph Density : 0.000456895663183286
Modularity : 0.244458
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,613 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, 22 December 2022 at 12:56 UTC.
The requested start date was Thursday, 22 December 2022 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, 20-minute period from Thursday, 08 December 2022 at 01:30 UTC to Thursday, 22 December 2022 at 00:50 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:
[467] #cisco,#layoffs [460] #layoffs,#layoff [458] #layoff,csco [456] csco,#csco [441] #csco,#thebayarea [426] #thebayarea,#sanjose [406] #sanjose,#networking [378] #cisco,#circulareconomy [373] #networking,#ciscosystems [372] #ciscosystems,#itsecurity Top Word Pairs in Tweet in G1:
[58] learn,more [56] #shikaku,#cisco [50] sell,cisco [50] #cisco,解答 [50] wanted,used [50] 解答,co [40] ãƒ,ム[38] #cisco,#dell [37] #cisco,#ccna [36] #computers,#monitors Top Word Pairs in Tweet in G2:
[33] ccna,course [30] #cisco,#ccna [27] #ccna,#ciscocert [26] #ciscocert,#cisco [24] differences,between [24] rated,ccna [24] highest,rated [24] thanks,learn [24] udemy,thanks [24] course,udemy Top Word Pairs in Tweet in G3:
[11] first,#premierleague [9] sd,wan [8] #premierleague,deal [8] learn,more [7] #cisco,#webex [7] leaders,podcast [7] gm,mohit [7] podcast,thousandeyes [7] part,cisco [7] tech,leaders Top Word Pairs in Tweet in G4:
[430] #cisco,#layoffs [428] #layoffs,#layoff [428] #layoff,csco [426] csco,#csco [411] #csco,#thebayarea [397] #thebayarea,#sanjose [378] #sanjose,#networking [346] #networking,#ciscosystems [345] #itsecurity,#techjobs [345] #ciscosystems,#itsecurity Top Word Pairs in Tweet in G5:
[24] #cisco,learning [14] learning,network [12] simplify,vpn [12] learn,simplify [12] wan,using [12] learningatcisco,explore [12] wan,knowledge [12] knowledge,article [12] vpn,network [12] using,cisco Top Word Pairs in Tweet in G6:
[50] youtube,video [48] hackers,coders [48] network,engineers [48] coders,network [48] challenged,chatgpt [48] replace,hackers [48] engineers,youtube [48] chatgpt,replace [47] davidbombal,challenged [47] video,#ch Top Word Pairs in Tweet in G7:
[6] walmartmexico,walmartgt [5] ebay,walmart [5] walmart,walmartmexico [3] #qatar2022,#fifa2022 [3] ebaydk,walmart [3] #computers,#electronics [3] amazon,amazonksa [2] #russia,#ukraine [2] walmartgt,#qatar2022 [2] according,latest Top Word Pairs in Tweet in G8:
[22] school,football [22] high,school [14] recruiting,recruiting [11] setting,spring [11] prospects,setting [11] football,coaches [11] coaches,high [11] spring,summer [11] summer,prospect [11] football,prospects Top Word Pairs in Tweet in G9:
[27] datacenter,campus [27] switches,here's [27] #crc,errors [27] trace,today's [27] pain,trace [27] networks,pain [27] errors,datacenter [27] cut,switches [27] today's,cut [27] campus,networks Top Word Pairs in Tweet in G10:
[34] #cisco,warns [34] high,severity [34] affecting,ip [33] 8800,series [33] warns,unpatched [33] ip,phone [33] series,ip [33] unpatched,high [33] 2022,20968 [33] severity,vulnerability Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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: