The graph represents a network of 315 Twitter users whose recent tweets contained "#CiscoIMPACT", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 24 August 2019 at 21:38 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 17-minute period from Thursday, 15 August 2019 at 14:10 UTC to Saturday, 24 August 2019 at 21:27 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 : 315
Unique Edges : 674
Edges With Duplicates : 243
Total Edges : 917
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.053935860058309
Reciprocated Edge Ratio : 0.102351313969571
Connected Components : 26
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 273
Maximum Edges in a Connected Component : 880
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.689772
Graph Density : 0.0073096754625417
Modularity : 0.548752
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[50] #devnet,#ciscoimpact [31] next,week [24] heading,#ciscoimpact [22] looking,forward [22] source,truth [19] #betheinnovator,#bethebridge [16] #devnet,#ciscocert [15] coding,view [15] view,morning [15] morning,showing Top Word Pairs in Tweet in G1:
[44] #devnet,#ciscoimpact [17] #betheinnovator,#bethebridge [16] next,week [15] #devnet,#ciscocert [12] looking,forward [12] up,speed [11] #ciscoimpact,#devnet [10] #ciscoimpact,#betheinnovator [10] #ciscose,#semaker [10] #semaker,#devnet Top Word Pairs in Tweet in G2:
[7] #wearecisco,#ciscoimpact [6] jjgazette,gansemer47 [5] #fohimpactride,#ciscoimpact [4] days,until [4] stay,tuned [4] veterans,memorial [4] corebtsli,destination [4] destination,partner [4] partner,force [4] force,multiplier Top Word Pairs in Tweet in G3:
[12] gerri_elliott,johnbmoses [11] another,amazing [11] amazing,week [11] week,new [11] new,fy [11] fy,enjoyed [11] enjoyed,#kaffeeklatsch [11] #kaffeeklatsch,gerri_elliott [11] johnbmoses,wait [11] wait,#ciscoimpact Top Word Pairs in Tweet in G4:
[6] cisco,impact [6] 3,days [5] t,3 [5] days,until [5] until,join [5] join,18 [5] 18,000 [5] 000,cisco [5] cisco,family [5] family,vegas Top Word Pairs in Tweet in G5:
[20] source,truth [14] coding,view [14] view,morning [14] morning,showing [14] showing,source [14] truth,fits [14] fits,network [14] network,testing [14] testing,#pyats [14] #pyats,testcase Top Word Pairs in Tweet in G6:
[5] ahead,#ciscoimpact [5] #ciscoimpact,gartner [5] gartner,recognizes [5] recognizes,ciscocollab [5] ciscocollab,leaders [5] leaders,alongside [5] alongside,#microsoft [5] #microsoft,ringcentral [5] ringcentral,8x8 [5] 8x8,#ucaas Top Word Pairs in Tweet in G7:
[3] #cisco,#ciscoimpact [2] #ciscoimpact,#ciscose [2] want,learn [2] learn,more [2] cisco,impact [2] great,week [2] #ciscoimpact,#cisco Top Word Pairs in Tweet in G9:
[3] out,higher [3] higher,education [3] education,adoption [3] adoption,toolkit [3] toolkit,webex [3] webex,way [3] way,go [3] go,ciscocx [3] ciscocx,time [3] time,#ciscoimpact Top Word Pairs in Tweet in G10:
[4] #dcloud,power [2] going,#ciscoimpact [2] time,pack [2] pack,gear [2] gear,event [2] event,year [2] year,#ciscoimpact [2] #ciscoimpact,#demoeverywhere [2] #demoeverywhere,#wearecisco [2] #wearecisco,#ciscose Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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 G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: