The graph represents a network of 1,724 Twitter users whose recent tweets contained "#cisco", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 12:50 UTC.
The tweets in the network were tweeted over the 1973-day, 10-hour, 36-minute period from Thursday, 17 August 2017 at 14:00 UTC to Thursday, 12 January 2023 at 00:37 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1724
Unique Edges : 976
Edges With Duplicates : 6490
Total Edges : 7466
Number of Edge Types : 9
Retweet : 1743
MentionsInRetweet : 1934
Tweet : 3008
Quote : 61
Mentions : 381
MentionsInQuote : 51
MentionsInReplyTo : 183
Replies to : 104
MentionsInQuoteReply : 1
Self-Loops : 3367
Reciprocated Vertex Pair Ratio : 0.0160535117056856
Reciprocated Edge Ratio : 0.0315997366688611
Connected Components : 586
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 620
Maximum Edges in a Connected Component : 3223
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.448642
Graph Density : 0.000511369986789889
Modularity : 0.232042
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,724 Twitter users whose recent tweets contained "#cisco", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 12:50 UTC.
The tweets in the network were tweeted over the 1973-day, 10-hour, 36-minute period from Thursday, 17 August 2017 at 14:00 UTC to Thursday, 12 January 2023 at 00:37 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[658] #cisco,#circulareconomy [487] #circulareconomy,#forsale [402] #forsale,#forsale [258] #digitalmarketing,#devopsjobs [258] #devopsjobs,#linux [258] #gcp,#datascience [258] #awscertified,#gcp [258] #linux,#onlineexam [258] #datascience,#digitalmarketing [258] #cloudcomputing,#awscertified Top Word Pairs in Tweet in G1:
[198] #lan,#pc周辺機器 [198] #スイッチ,#ルーター [198] コンソールケーブル,sub9ピン [198] sub9ピン,イーサネット [198] #pc周辺機器,#cisco [198] #ルーター,#システム統合 [198] #サーバ,#スイッチ [198] #システム統合,#ネットワーク管理 [198] イーサネット,シリアルケーブル [198] にて販売中,#lan Top Word Pairs in Tweet in G2:
[23] #cisco,learning [20] learning,network [19] #itprotv,#cisco [19] #cisco,#cbrops [17] #cbrops,#quiztorial [13] #ciscodnacenter,virtual [13] virtual,appliance [13] need,know [13] #cisco,#ccie [12] more,details Top Word Pairs in Tweet in G3:
[104] #free4arab,#cisco [97] الموقع,#free4arab [97] موقع,مجاني [97] امتحانات,سيسكو [97] مجاني,عليه [97] لينك,الموقع [97] اسئلة,امتحانات [97] عليه,اسئلة [95] free4arab1,موقع [60] شهادة,ccna Top Word Pairs in Tweet in G4:
[61] #cisco,#ccna [26] #ccna,#cisco [26] ccna,course [25] #ciscocert,#networking [25] #cisco,#ciscocert [23] mymindsmadness,#dailyccnaquestion [21] #networking,#neteng [20] day,11 [18] free,ccna [16] mymindsmadness,let's Top Word Pairs in Tweet in G5:
[69] #whynotus,#cisco [39] recruiting,class [23] coach_gpadgitt,#whynotus [21] juco,mud [21] mud,meaning [21] strong,survive [21] college,juco [21] junior,college [21] meaning,strong [20] coach_gpadgitt,junior Top Word Pairs in Tweet in G6:
[38] network,engineers [38] youtube,video [38] engineers,youtube [35] #ccna,#ccnp [35] future,network [35] #ccie,#python [35] video,#ccna [35] #python,#linux [35] #ccnp,#ccie [34] davidbombal,future Top Word Pairs in Tweet in G7:
[46] #citrix,ctxs [45] thelayoffbot,citrix [43] ctxs,#layoff [42] #layoff,#layoffs [37] #layoffs,#redundancy [20] #redundancy,#fortlauderdale [13] tmobile,cisco [13] #cloud,native [11] citrix,layoffs [7] #cisco,#covid Top Word Pairs in Tweet in G8:
[97] bridge,operator [95] operator,console [78] unified,communications [69] bridge,cloud [69] cloud,suite [67] #skype4b,#cisco [67] #microsoftteams,#skype4b [65] communications,#microsoftteams [59] cisco,unified [56] #microsoftteams,#cisco Top Word Pairs in Tweet in G9:
[23] #ccna,#ccnp [22] #ccnp,#ccie [15] #networking,#networks [14] networking,community [14] community,#networkengineer [14] happy,monday [14] monday,networking [14] #networkengineer,#cisco [13] network_phil,happy [12] #cisco,#devnet Top Word Pairs in Tweet in G10:
[258] #devopsjobs,#linux [258] #linux,#onlineexam [258] #awscertified,#gcp [258] #datascience,#digitalmarketing [258] #digitalmarketing,#devopsjobs [258] #gcp,#datascience [258] #cloudcomputing,#awscertified [255] #onlineclasses,#cisco [255] #onlineexam,#onlineclasses [250] #windows,#interviewquestionsandanswers Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: