The graph represents a network of 2,213 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 September 2020 at 11:57 UTC.
The requested start date was Thursday, 24 September 2020 at 00:01 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, 19-hour, 10-minute period from Thursday, 10 September 2020 at 00:01 UTC to Wednesday, 23 September 2020 at 19:11 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 : 2213
Unique Edges : 1232
Edges With Duplicates : 6807
Total Edges : 8039
Number of Edge Types : 5
Retweet : 2367
MentionsInRetweet : 2681
Tweet : 2289
Mentions : 650
Replies to : 52
Self-Loops : 2321
Reciprocated Vertex Pair Ratio : 0.0197792088316467
Reciprocated Edge Ratio : 0.0387911592241768
Connected Components : 697
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 1053
Maximum Edges in a Connected Component : 5300
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.977754
Graph Density : 0.000452896700329877
Modularity : 0.295196
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,213 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 September 2020 at 11:57 UTC.
The requested start date was Thursday, 24 September 2020 at 00:01 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, 19-hour, 10-minute period from Thursday, 10 September 2020 at 00:01 UTC to Wednesday, 23 September 2020 at 19:11 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:
[376] #bigdata,#analytics [374] #analytics,#datascience [240] #datascience,#ai [226] #ai,#machinelearning [196] #gns3,#cisco [183] #machinelearning,#iiot [171] explained,#bigdata [164] #iiot,#python [158] internet,things [147] things,work Top Word Pairs in Tweet in G1:
[136] #cisco,#dell [133] #itad,#servers [133] #servers,#cisco [133] #dell,#ibm [133] #ibm,#hp [127] #supermicro,#networking [119] wanted,used [119] used,equipment [119] equipment,servers [119] servers,cisco Top Word Pairs in Tweet in G2:
[354] #bigdata,#analytics [352] #analytics,#datascience [230] #datascience,#ai [218] #ai,#machinelearning [178] #machinelearning,#iiot [167] explained,#bigdata [155] internet,things [155] #iiot,#python [145] things,work [145] work,#iot Top Word Pairs in Tweet in G3:
[156] #gns3,#cisco [94] #ccna,#gns3 [93] #motivationquotes,#dailymotivation [93] #dailymotivation,#ccna [70] #ccna,#inspirationalquote [70] #inspirationalquote,#cisco [64] #ccna,#ccnp [45] #cisco,#comptia [43] #cisco,#wireshark [38] wireshark,capture Top Word Pairs in Tweet in G4:
[39] #gns3,#cisco [36] #ccnp,#ccie [29] #ccna,#ccnp [21] #ccna,#gns3 [20] prepare,#ccnp [17] ebook,deal [17] #cisco,#ccna [16] zero,ccie [16] ccie,security [16] security,tips Top Word Pairs in Tweet in G5:
[13] becoming,cisco [13] cisco,solutionsplus [13] solutionsplus,partner [13] partner,officially [13] officially,recognizes [13] recognizes,compatibility [12] tcv,cisco [12] free,webinar [12] #voice,products [12] products,introduces Top Word Pairs in Tweet in G6:
[59] شركة,#cisco [59] #cisco,العالمية [57] تقدم,شركة [57] العالمية,برامج [57] برامج,تدريب [57] تدريب,منتهي [57] منتهي,بالتوظيف [57] بالتوظيف,فرصة [57] فرصة,ممتازة [57] ممتازة,للخريجين Top Word Pairs in Tweet in G7:
[18] #collaboration,more [18] more,important [18] important,#ciscocustomers [18] #ciscocustomers,support [18] support,#cisco [15] #cisco,market [15] market,leading [15] leading,phones [14] war,room [13] logicomdisti,#collaboration Top Word Pairs in Tweet in G8:
[10] #pyats,blitz [8] #cisco,#aci [8] tahigash3,simple [7] #cisco,#oea [7] sesión,ciberseguridad [7] #cisco,#devnet [6] coming,#cisco [6] policy,tcam [6] tcam,utilization [5] challenge,coming Top Word Pairs in Tweet in G9:
[35] hybrid_circle,#cisco [12] covid,19 [11] #cisco,#microsoft [10] 19,hybrid_circle [9] #cloud,#cisco [9] security,think [9] think,tank [9] tank,edge [9] edge,security [9] security,world Top Word Pairs in Tweet in G10:
[67] gt,#cissp [66] #cissp,#security [66] #security,#ceh [62] #ceh,#hacking [52] #hacking,#cybersecurity [37] #cybersecurity,#infosec [34] cissp,exam [34] #networking,#infrastructure [34] #infrastructure,#firewall [27] exam,gt Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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: