The graph represents a network of 1,953 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, 08 December 2022 at 12:53 UTC.
The requested start date was Thursday, 08 December 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, 38-minute period from Thursday, 24 November 2022 at 01:21 UTC to Thursday, 08 December 2022 at 01:00 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 : 1953
Unique Edges : 854
Edges With Duplicates : 5417
Total Edges : 6271
Number of Edge Types : 5
Retweet : 1643
MentionsInRetweet : 1624
Tweet : 2427
Mentions : 554
Replies to : 23
Self-Loops : 2582
Reciprocated Vertex Pair Ratio : 0.0122399020807834
Reciprocated Edge Ratio : 0.0241837968561064
Connected Components : 583
Single-Vertex Connected Components : 456
Maximum Vertices in a Connected Component : 1016
Maximum Edges in a Connected Component : 3188
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.175305
Graph Density : 0.000433863832859073
Modularity : 0.293839
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,953 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, 08 December 2022 at 12:53 UTC.
The requested start date was Thursday, 08 December 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, 38-minute period from Thursday, 24 November 2022 at 01:21 UTC to Thursday, 08 December 2022 at 01:00 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:
[588] free,online [588] certificate,completion [588] find,10 [588] isc,cisco [588] completion,isc [588] mega,thread [588] online,courses [588] 10,free [588] courses,certificate [588] thread,find Top Word Pairs in Tweet in G1:
[568] mega,thread [568] 10,free [568] certificate,completion [568] courses,certificate [568] completion,isc [568] free,online [568] thread,find [568] online,courses [568] isc,cisco [568] find,10 Top Word Pairs in Tweet in G2:
[99] learn,more [44] #cisco,materia [44] innovaciones,#cisco [44] #ciberseguridad,permiten [44] materia,#ciberseguridad [40] #cisco,#collaboration [31] #cisco,success [29] sd,wan [28] #ccna,#ccnp [27] #redes,organizaciones Top Word Pairs in Tweet in G3:
[9] #datascience,#ai [9] kred,globalknowledge [9] kred,#influence [9] #influence,#programming [9] #ml,#machinelearning [9] globalknowledge,kred [9] #coding,#datascience [9] #ai,#ml [9] #programming,#coding [9] gave,kred Top Word Pairs in Tweet in G4:
[15] learning,products [13] perimeter,call [13] put,firewall [13] enough,put [13] day,read [13] cisco,learning [13] danieldibswe,shares [13] training,products [13] longer,enough [13] #ciscovip,danieldibswe Top Word Pairs in Tweet in G5:
[216] #cisco,#layoffs [215] #devopsjobs,#linux [215] #linux,#onlineexam [215] #awscertified,#gcp [215] #datascience,#digitalmarketing [215] #digitalmarketing,#devopsjobs [215] #gcp,#datascience [215] #cloudcomputing,#awscertified [214] #layoffs,#layoff [214] #layoff,csco Top Word Pairs in Tweet in G6:
[34] 200,301 [32] ccna,200 [25] اللى,بيذاكر [23] free4arab1,اللى [23] شهادة,ccna [21] لينك,المحاضرة [16] شهادات,#cisco [16] 301,بالعربي [15] هنا,تقدر [15] يطبق,عملى Top Word Pairs in Tweet in G7:
[6] #electronics,#cybersecurity [6] #computers,#electronics [5] amazon,ebay [4] walmart,walmartworld [4] amazon,amazonnews [4] walmartworld,newegg [4] newegg,bestbuy [4] newegg,newegg [4] amazonnews,amazonksa [4] amazonqatar,amazondotin Top Word Pairs in Tweet in G8:
[26] check,#cisco [22] network,right [22] cisco_support,ciscoinsider [22] services,check [22] video,importance [22] importance,protecting [22] ciscocx,cisco_support [22] #cisco,#ciscocxdigital [22] #ciscoinsideradvocates,#ciscodigitalrenewals [22] right,cisco Top Word Pairs in Tweet in G9:
[34] #whynotus,#cisco [26] official,visit [22] student,athletes [16] visit,#whynotus [16] eiu,ready [16] ready,start [16] start,official [15] seatbeltmarco,eiu [11] coach_gpadgitt,#whynotus [10] sophomore,student Top Word Pairs in Tweet in G10:
[32] #ccna,#ciscocert [32] #ciscocert,#cisco [28] #cisco,#networking [26] #networking,#neteng [24] mymindsmadness,#dailyccnaquestion [16] #cisco,#ccna [15] #ccna,#networking [13] #ccnp,#labeveryday [13] #neteng,#cisco [13] #blacktechtwitter,#neteng Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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: