The graph represents a network of 2,164 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 12:51 UTC.
The tweets in the network were tweeted over the 1566-day, 18-hour, 14-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 09 March 2023 at 01:00 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 : 2164
Unique Edges : 1366
Edges With Duplicates : 6427
Total Edges : 7793
Number of Edge Types : 8
Retweet : 1619
MentionsInRetweet : 1827
Tweet : 3023
Replies to : 215
MentionsInQuote : 46
Quote : 53
Mentions : 759
MentionsInReplyTo : 251
Self-Loops : 3430
Reciprocated Vertex Pair Ratio : 0.0213231273920175
Reciprocated Edge Ratio : 0.0417558886509636
Connected Components : 776
Single-Vertex Connected Components : 583
Maximum Vertices in a Connected Component : 837
Maximum Edges in a Connected Component : 3363
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.433981
Graph Density : 0.000399082878489946
Modularity : 0.280197
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,164 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 12:51 UTC.
The tweets in the network were tweeted over the 1566-day, 18-hour, 14-minute period from Friday, 23 November 2018 at 06:45 UTC to Thursday, 09 March 2023 at 01:00 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:
[575] #cisco,#circulareconomy [423] #circulareconomy,#forsale [349] #forsale,#forsale [252] #bigdata,#windows [251] #onlineexam,#onlineclasses [251] #digitalmarketing,#devopsjobs [251] #devopsjobs,#linux [251] #interviews,#ebook [251] #gcp,#datascience [251] #questions,#blog Top Word Pairs in Tweet in G1:
[251] #onlineclasses,#cisco [251] #awscertified,#gcp [251] #interviewquestionsandanswers,#interviews [251] #linux,#onlineexam [251] #bigdata,#windows [251] #datascience,#digitalmarketing [251] #devopsjobs,#linux [251] #cisco,#questions [251] #onlineexam,#onlineclasses [251] #digitalmarketing,#devopsjobs Top Word Pairs in Tweet in G2:
[18] q2,2023 [12] both,top [12] line,expectations [12] #earnings,revenue [12] revenue,outpacing [12] projections,#earnings [12] bottom,line [12] outpacing,both [12] top,bottom [10] topped,qtrly Top Word Pairs in Tweet in G3:
[170] unified,communications [168] operator,console [168] bridge,operator [166] cloud,suite [164] bridge,cloud [131] #microsoftteams,#cisco [128] cisco,unified [109] communications,#microsoftteams [108] #microsoftteams,#skype4b [107] #skype4b,#cisco Top Word Pairs in Tweet in G4:
[122] #nvidia,#infosys [122] #softwareag,#pega [122] #google,#nvidia [122] unethical,shameless [122] #pega,#sap [122] shameless,#genpact [122] #microsoft,#redhat [122] trying,murder [122] #ibm,#softwareag [122] murder,srinivas Top Word Pairs in Tweet in G5:
[107] بالعربي,لـ [86] مجاني,بالعربي [86] شرح,مجاني [77] لـ,محاضرين [62] ccna,تابع [59] شرح,بالعربي [52] free4arab1,شرح [48] لينك,الشرح [43] الشرح,شرح [37] ccna,200 Top Word Pairs in Tweet in G6:
[147] please,retweet [145] #cisconetworking,#cisco [130] #ccna,#cisconetworking [130] retweet,#ccna [70] questions,please [65] #ccna,#cisco [55] cisco,ccna [55] ccnp,encor [50] #cisco,#networkengineer [42] network,questions Top Word Pairs in Tweet in G7:
[34] backup,profile [34] between,devil [34] picture,one [34] devil,angel [34] suits,better [34] one,think [34] profile,picture [34] decide,between [34] think,suits [34] cisco,backup Top Word Pairs in Tweet in G8:
[36] declining,native [36] mussels,#lakemichigan [36] native,zooplankton [36] #greatlakes,thanks [36] hungry,declining [36] thanks,mussels [36] #cisco,hungry [36] zooplankton,#greatlakes [35] alltooclearfilm,#cisco [35] #lakemichigan,ci Top Word Pairs in Tweet in G9:
[13] #ciscocert,#ccna [13] #ccie,#study [12] #ciscopartners,#ciscocert [12] #cisco,#ciscogateway [10] meanwhile,ospf [10] gets,one [10] one,hello [10] love,eigrp [10] ospf,ck [10] without,verification Top Word Pairs in Tweet in G10:
[5] looking,forward [4] kred,#influence [4] #programming,#coding [4] globalknowledge,kred [4] gave,kred [4] #datascience,#ai [4] #ai,#ml [4] follow,ciscoiot [4] #ml,#machinelearning [4] kred,globalknowledge Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: