The graph represents a network of 2,036 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, 18 November 2021 at 13:06 UTC.
The requested start date was Thursday, 18 November 2021 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, 28-minute period from Thursday, 04 November 2021 at 01:02 UTC to Thursday, 18 November 2021 at 00:30 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 : 2036
Unique Edges : 1271
Edges With Duplicates : 5932
Total Edges : 7203
Number of Edge Types : 5
Tweet : 2441
Mentions : 818
Retweet : 1775
MentionsInRetweet : 2117
Replies to : 52
Self-Loops : 2490
Reciprocated Vertex Pair Ratio : 0.018756169792695
Reciprocated Edge Ratio : 0.0368217054263566
Connected Components : 569
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 1009
Maximum Edges in a Connected Component : 5167
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.51956
Graph Density : 0.000498158454936451
Modularity : 0.303747
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,036 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, 18 November 2021 at 13:06 UTC.
The requested start date was Thursday, 18 November 2021 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, 28-minute period from Thursday, 04 November 2021 at 01:02 UTC to Thursday, 18 November 2021 at 00:30 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:
[535] iotcybersec24,#cisco [318] #cybersecuritytips,#cybersecuritynews [317] #cybersecurity,#cybersecuritytips [317] #cybersecuritynews,#infosec [317] #infosec,#ethicalhacking [304] #cisco,#dell [301] #ibm,#hp [300] #itad,#servers [300] #servers,#cisco [300] #dell,#ibm Top Word Pairs in Tweet in G1:
[84] #jobsoftheweek,#technologyjobs [84] #technologyjobs,#networkengineer [70] contact,karel [70] karel,thetrevigroup [70] thetrevigroup,#jobsoftheweek [70] #ccnp,#thetrevigroup [64] sd,wan [58] #cisco,#ccnp [43] #networkengineer,#cisco [43] network,engineer Top Word Pairs in Tweet in G2:
[130] #cisco,#ciscogateway [115] link,below [108] click,link [87] hybrid,work [64] wi,fi [64] cisco,dna [61] latest,software [61] software,release [61] release,cisco [61] dna,center Top Word Pairs in Tweet in G3:
[534] iotcybersec24,#cisco [318] #cybersecuritytips,#cybersecuritynews [317] #cybersecurity,#cybersecuritytips [317] #cybersecuritynews,#infosec [317] #infosec,#ethicalhacking [301] #cisco,#dell [300] #itad,#servers [300] #servers,#cisco [300] #dell,#ibm [300] #ibm,#hp Top Word Pairs in Tweet in G4:
[96] half,time [96] time,presented [96] presented,cisco_japan [96] cisco_japan,2021明治安田生命ｊ１リーグ [96] 2021明治安田生命ｊ１リーグ,第35節 [96] 第35節,横浜ｆ [96] 横浜ｆ,マリノス [96] マリノス,fc東京 [96] fc東京,#fmarinos [96] #fmarinos,#jリーグ Top Word Pairs in Tweet in G5:
[48] cisco,ccna [44] #cisco,#ccna [39] #ccna,#cisco [34] youtube,video [33] world,network [32] network,automation [32] automation,top [32] top,skills [32] skills,jobs [32] jobs,certs Top Word Pairs in Tweet in G6:
[7] #cisco,#sentineltechnologies [6] customer,experience [6] software,development [6] #sysadmin,#cisco [6] entry,level [5] once,ccna [5] ccna,skills [5] skills,down [5] down,next [5] next,step Top Word Pairs in Tweet in G7:
[66] flaws,affecting [61] cisco,released [61] released,security [61] security,patches [61] patches,flaws [61] affecting,multiple [61] multiple,products [61] products,critical [61] critical,cve [61] cve,2021 Top Word Pairs in Tweet in G8:
[7] 11,2021 [6] cisco,security [6] security,advisories [6] advisories,alerts [6] alerts,17 [6] 17,11 [6] 2021,showing [6] showing,20 [6] 20,4376 [5] #cisco,#security Top Word Pairs in Tweet in G9:
[5] #cisco,#enauto [5] learningatcisco,ciscodevnet [3] #cisco,launchpad [3] part,one [3] one,kind [2] proud,announce [2] announce,minionlabs [2] minionlabs,cisco's [2] cisco's,solution [2] solution,partner Top Word Pairs in Tweet in G10:
[33] #cisco,#network [33] #network,communication [33] communication,protocols [33] protocols,map [33] map,خريطة [33] خريطة,من [33] من,شركة [33] شركة,سسكو [33] سسكو,توضح [33] توضح,بروتوكولات Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: