The graph represents a network of 1,640 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, 20 January 2022 at 13:00 UTC.
The requested start date was Thursday, 20 January 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, 31-minute period from Thursday, 06 January 2022 at 01:03 UTC to Thursday, 20 January 2022 at 00:35 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 : 1640
Unique Edges : 1007
Edges With Duplicates : 4625
Total Edges : 5632
Number of Edge Types : 5
Retweet : 1465
MentionsInRetweet : 1819
Mentions : 376
Tweet : 1950
Replies to : 22
Self-Loops : 1969
Reciprocated Vertex Pair Ratio : 0.0121328224776501
Reciprocated Edge Ratio : 0.0239747634069401
Connected Components : 561
Single-Vertex Connected Components : 421
Maximum Vertices in a Connected Component : 698
Maximum Edges in a Connected Component : 3745
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.094515
Graph Density : 0.000589666512894537
Modularity : 0.309676
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,640 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, 20 January 2022 at 13:00 UTC.
The requested start date was Thursday, 20 January 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, 31-minute period from Thursday, 06 January 2022 at 01:03 UTC to Thursday, 20 January 2022 at 00:35 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:
[302] #cisco,#dell [299] #itad,#servers [299] #servers,#cisco [299] #dell,#ibm [299] #ibm,#hp [285] wanted,used [285] used,servers [271] servers,cisco [271] cisco,laptops [271] laptops,computers Top Word Pairs in Tweet in G1:
[61] contact,karel [61] karel,thetrevigroup [57] #ccna,#ccnp [56] #shikaku,#cisco [56] #cisco,解答 [56] 解答,co [44] co,szfkgamnar [42] sd,wan [42] thetrevigroup,#jobsoftheweek [42] #jobsoftheweek,#technologyjobs Top Word Pairs in Tweet in G2:
[20] #cissp,#security [16] #cism,#cisa [15] gt,#cissp [15] #adtech,#it [15] #it,#tech [15] #tech,#data [15] #data,#cisco [13] nominated,finalist [13] #security,#ceh [12] #cisco,#cybersecurity Top Word Pairs in Tweet in G3:
[117] #cissp,#security [105] #infosec,#cybersecurity [96] #cybersecurity,#pentesting [96] #pentesting,#oscp [83] #cism,#cisa [81] gt,#cissp [79] #security,#ceh [66] #cybersecurity,#infosec [62] cissp,exam [62] #cisa,#cybersecurity Top Word Pairs in Tweet in G4:
[130] cisco,ccna [119] pass,cisco [119] ccna,david [108] david,#ccna [102] davidbombal,pass [58] #comptia,#cisco [57] #ccna,#comptia [43] #ccna,#cisco [40] #cisco,#ccnp [34] #ccna,#ccnp Top Word Pairs in Tweet in G5:
[12] ciscocx,ciscogateway [11] #cisco,#ciscocxdigital [10] #ciscocxdigital,#ciscocxchannel [10] #ciscocxchannel,ciscocx [7] celebrating,cisco [7] cisco,gateway [7] gateway,female [7] female,advocates [7] advocates,today [7] today,kudos Top Word Pairs in Tweet in G6:
[157] digital,health [157] health,world [157] world,congress [157] congress,2022 [157] 2022,london [157] london,17 [157] 17,18 [157] 18,book [157] book,#iot [157] #iot,#ai Top Word Pairs in Tweet in G7:
[35] #nodejs,#softwaredeveloper [35] #softwaredeveloper,#kubernetes [32] #kubernetes,#softwaredevelopment [32] #softwaredevelopment,#agile [31] #devops,#nodejs [30] #agile,#code [30] #code,#docker [28] understanding,#devops [24] #docker,#cisco [24] #cisco,#html Top Word Pairs in Tweet in G8:
[13] #career,#careers [11] mac,layer [11] layer,pdu [11] pdu,becomes [11] becomes,phy [11] phy,sdu [11] sdu,#career [11] #careers,#opensource [11] #opensource,#covid [11] #covid,#ipv4 Top Word Pairs in Tweet in G9:
[17] #factcheck,know [17] know,iex_ec [17] iex_ec,elite [17] elite,member [17] member,#confidentialcomputing [17] #confidentialcomputing,group [17] group,next [17] next,#google [17] #google,#microsoft [17] #microsoft,#meta Top Word Pairs in Tweet in G10:
[20] 100k,subscriber [20] subscriber,giveaway [20] giveaway,miss [20] miss,chance [20] chance,win [20] win,great [20] great,prizes [20] prizes,bosonsoftware [20] bosonsoftware,linode [20] linode,thank Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: