The graph represents a network of 1,481 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, 01 December 2022 at 12:55 UTC.
The requested start date was Thursday, 01 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, 42-minute period from Thursday, 17 November 2022 at 01:11 UTC to Thursday, 01 December 2022 at 00:54 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 : 1481
Unique Edges : 862
Edges With Duplicates : 4553
Total Edges : 5415
Number of Edge Types : 5
Tweet : 2473
Retweet : 1216
MentionsInRetweet : 1218
Mentions : 487
Replies to : 21
Self-Loops : 2647
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 627
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 486
Maximum Edges in a Connected Component : 2379
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.965575
Graph Density : 0.000507783272806905
Modularity : 0.252918
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,481 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, 01 December 2022 at 12:55 UTC.
The requested start date was Thursday, 01 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, 42-minute period from Thursday, 17 November 2022 at 01:11 UTC to Thursday, 01 December 2022 at 00:54 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:
[483] #cisco,#circulareconomy [405] #circulareconomy,#forsale [318] #cisco,#layoffs [298] #layoffs,#layoff [296] #layoff,csco [292] csco,#csco [288] #csco,#thebayarea [282] #thebayarea,#sanjose [269] #sanjose,#networking [247] #networking,#ciscosystems Top Word Pairs in Tweet in G1:
[119] more,info [117] #multipolartechnology,#cisco [117] info,#multipolartechnology [104] #cisco,#network [83] learn,more [45] #cisco,materia [45] innovaciones,#cisco [45] #ciberseguridad,permiten [45] materia,#ciberseguridad [33] mejoras,autenticaciones Top Word Pairs in Tweet in G2:
[31] cisco,learning [27] cyber,monday [23] sale,year [23] biggest,sale [20] #ccna,#ccnp [19] #365daysofccnp,day [17] monday,shop [17] store's,biggest [17] calendars,cisco [17] mark,calendars Top Word Pairs in Tweet in G3:
[62] شهادة,ccna [59] 200,301 [57] ccna,200 [56] كتاب,للمهندس [45] free4arab1,كتاب [40] 301,بالعربي [32] شرح,شهادة [32] #free4arab,#cisco [31] #cisco,#ccna [28] أحمد,المشايخ Top Word Pairs in Tweet in G4:
[12] ibmpartners,#ibm [12] ibm,deepens [12] channelvisionmg,ibmpartners [12] #ibm,#cisco [12] deepens,partnership [12] partnership,cisco [12] #cisco,#networksecurity [12] cisco,channelvisionmg [4] #itrtg,#iot [4] wadetowles,ibm Top Word Pairs in Tweet in G5:
[297] #cisco,#layoffs [295] #layoffs,#layoff [295] #layoff,csco [291] csco,#csco [287] #csco,#thebayarea [281] #thebayarea,#sanjose [269] #sanjose,#networking [247] #networking,#ciscosystems [245] #linux,#telecom [245] #itsecurity,#techjobs Top Word Pairs in Tweet in G6:
[35] #ciscocxchannel,ciscocx [35] ciscocx,ciscoinsider [31] behind,#cisco [31] channel,years [31] #digital,resources [31] advocates,team [31] technology,insights [31] anniversary,advocates [31] #advocacy,fun [31] fun,#ciscocxchannel Top Word Pairs in Tweet in G7:
[7] amazonqatar,amazondotin [7] amazonksa,amazonqatar [7] walmart,walmartworld [7] amazon,amazonnews [7] amazonnews,amazonksa [7] newegg,newegg [7] walmartworld,newegg [6] #computers,#electronics [6] #midterm2022,#qatar2022 [6] newegg,bestbuy Top Word Pairs in Tweet in G8:
[23] feels,play [23] high,school [23] school,ball [23] go,juco [23] ball,go [23] unrecruited,go [23] juco,community [23] go,unrewarded [23] know,feels [23] play,high Top Word Pairs in Tweet in G9:
[10] #digitalmarketing,#devopsjobs [10] #datascience,#digitalmarketing [10] #devopsjobs,#linux [10] #ccna,#ccnp [10] ekascloud,#cloudcomputing [10] #cloudcomputing,#awscertified [10] #awscertified,#gcp [10] #linux,#onlineexam [10] #gcp,#datascience [8] #ai,#ml Top Word Pairs in Tweet in G10:
[48] #ccna,#cisconetworking [48] #cisconetworking,#ciscoccna [44] #ciscoccna,#networkengineer [28] please,#ccna [22] #networkengineer,#ccie [20] retweet,#ccna [20] please,retweet [14] configs,please [14] #ccie,#cisco [14] eigrp,configs Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: