The graph represents a network of 1,331 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, 24 November 2022 at 17:18 UTC.
The requested start date was Thursday, 24 November 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 10-day, 21-hour, 7-minute period from Saturday, 12 November 2022 at 13:45 UTC to Wednesday, 23 November 2022 at 10:52 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 : 1331
Unique Edges : 766
Edges With Duplicates : 3581
Total Edges : 4347
Number of Edge Types : 5
Retweet : 1012
Tweet : 1940
MentionsInRetweet : 993
Mentions : 369
Replies to : 33
Self-Loops : 2074
Reciprocated Vertex Pair Ratio : 0.0211817168338907
Reciprocated Edge Ratio : 0.0414847161572052
Connected Components : 590
Single-Vertex Connected Components : 410
Maximum Vertices in a Connected Component : 256
Maximum Edges in a Connected Component : 1435
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.50344
Graph Density : 0.000517446885432966
Modularity : 0.266793
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,331 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, 24 November 2022 at 17:18 UTC.
The requested start date was Thursday, 24 November 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 10-day, 21-hour, 7-minute period from Saturday, 12 November 2022 at 13:45 UTC to Wednesday, 23 November 2022 at 10:52 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:
[453] #cisco,#circulareconomy [403] #circulareconomy,#forsale [208] #cisco,#layoffs [193] #layoffs,#layoff [191] #layoff,csco [189] csco,#csco [182] #csco,#thebayarea [169] #thebayarea,#sanjose [161] #sanjose,#networking [154] #linux,#telecom Top Word Pairs in Tweet in G1:
[57] learn,more [28] #shikaku,#cisco [28] 解答,co [28] #cisco,解答 [24] #cisco,#ccna [23] sd,wan [20] #ccna,#ccnp [18] mundo,actual [18] acercar,pobladores [18] velocidad,mundo Top Word Pairs in Tweet in G2:
[12] #ibm,#cisco [12] channelvisionmg,ibmpartners [12] ibmpartners,#ibm [12] cisco,channelvisionmg [12] partnership,cisco [12] deepens,partnership [12] #cisco,#networksecurity [12] ibm,deepens [8] managed,security [5] service,providers Top Word Pairs in Tweet in G3:
[58] كتاب,للمهندس [36] #free4arab,#cisco [35] شهادة,ccna [29] أحمد,المشايخ [29] بالعربي,لشرح [29] للمهندس,باسم [29] كتاب,بالعربي [29] للمهندس,أحمد [29] المشايخ,كتاب [29] باسم,حامد Top Word Pairs in Tweet in G4:
[15] #cisconetworking,#ciscoccna [15] #ccna,#cisconetworking [14] monday,shop [14] store's,biggest [14] cisco,learning [14] cyber,monday [14] #365daysofccnp,day [14] sale,year [14] calendars,cisco [14] #ciscoccna,#networkengineer Top Word Pairs in Tweet in G5:
[191] #layoffs,#layoff [191] #layoff,csco [191] #cisco,#layoffs [188] csco,#csco [182] #csco,#thebayarea [169] #thebayarea,#sanjose [161] #sanjose,#networking [154] #networking,#ciscosystems [154] #linux,#telecom [154] #itsecurity,#techjobs Top Word Pairs in Tweet in G6:
[27] #ciscocxchannel,ciscocx [25] behind,#cisco [25] channel,years [25] #digital,resources [25] advocates,team [25] technology,insights [25] anniversary,advocates [25] ciscocx,ciscoinsider [25] #advocacy,fun [25] fun,#ciscocxchannel Top Word Pairs in Tweet in G7:
[119] #ccna,#cisconetworking [117] #cisconetworking,#ciscoccna [107] #ciscoccna,#networkengineer [92] please,#ccna [55] #networkengineer,#ccie [34] #ccie,#cisco [30] ip_cisco,master [29] please,retweet [28] retweet,#ccna [14] eigrp,configs Top Word Pairs in Tweet in G8:
[23] unrecruited,go [23] know,feels [23] play,high [23] high,school [23] ball,go [23] unrewarded,unrecruited [23] go,juco [23] school,ball [23] juco,community [23] go,unrewarded Top Word Pairs in Tweet in G9:
[4] bestbuy,target [4] newegg,bestbuy [4] walmartworld,newegg [4] walmart,walmartworld [4] amazondotin,amazon [4] amazon,walmart [4] #midterm2022,#qatar2022 [4] newegg,newegg [4] amazonqatar,amazondotin [4] amazon,amazonnews Top Word Pairs in Tweet in G10:
[19] #developers,#techies [19] #webdeveloper,#softwareengineer [19] moonbeamnetwork,calling [19] #techies,#programmers [19] #programmers,#webdeveloper [19] calling,#developers [19] polkadot,moonbeamnetwork [12] #javascript,#fullstack [12] #career,#money [12] #softwareengineer,#frontend Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: