The graph represents a network of 384 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 Sunday, 25 August 2019 at 23:25 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 15-minute period from Friday, 16 August 2019 at 15:07 UTC to Sunday, 25 August 2019 at 23:22 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 : 384
Unique Edges : 859
Edges With Duplicates : 422
Total Edges : 1281
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.0548712206047032
Reciprocated Edge Ratio : 0.104033970276009
Connected Components : 45
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 319
Maximum Edges in a Connected Component : 1218
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.320719
Graph Density : 0.00640502610966057
Modularity : 0.485458
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[47] #devnet,#ciscoimpact [41] looking,forward [34] next,week [23] #betheinnovator,#bethebridge [23] source,truth [22] heading,#ciscoimpact [22] vegas,#ciscoimpact [21] #ciscoimpact,#devnet [20] cisco,impact [19] #devnet,#netdevops Top Word Pairs in Tweet in G1:
[25] #devnet,#ciscoimpact [17] #betheinnovator,#bethebridge [13] #devnet,#ciscocert [11] looking,forward [10] up,speed [10] #ciscoimpact,johnamcdonough [10] johnamcdonough,silviakspiva [9] #devnet,zone [9] #ciscose,#semaker [8] make,sure Top Word Pairs in Tweet in G2:
[11] #devnet,#ciscoimpact [10] gerri_elliott,johnbmoses [10] triangle,t [10] t,win [10] win,deals [10] deals,ciscopartners [10] ciscopartners,re [10] re,joining [10] joining,#ciscoimpact [10] #ciscoimpact,ll Top Word Pairs in Tweet in G3:
[11] cisco,impact [10] cisco,#ciscoimpact [10] 3,days [8] looking,forward [8] vegas,cisco [8] t,wait [7] ready,again [7] again,patgreenmusic [7] patgreenmusic,3 [7] days,see Top Word Pairs in Tweet in G4:
[10] days,until [9] #fohimpactride,#ciscoimpact [7] #wearecisco,#ciscoimpact [7] jjgazette,gansemer47 [7] t,3 [7] 3,days [7] until,join [7] join,18 [7] 18,000 [7] 000,cisco Top Word Pairs in Tweet in G5:
[21] source,truth [17] #devnet,#netdevops [15] coding,view [15] view,morning [15] morning,showing [15] showing,source [15] truth,fits [15] fits,network [15] network,testing [15] testing,#pyats Top Word Pairs in Tweet in G6:
[3] forward,seeing [3] #cisco,#ciscoimpact [2] next,week [2] #ciscoimpact,#ciscose [2] going,#ciscoimpact [2] want,learn [2] learn,more [2] cisco,impact [2] ready,#ciscoimpact [2] #ciscoimpact,vegas Top Word Pairs in Tweet in G7:
[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 G8:
[3] #devnet,#ciscoimpact [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 Top Word Pairs in Tweet in G9:
[4] model,driven [4] driven,programmability [4] sales,people [3] heading,#ciscoimpact [3] super,early [3] early,start [3] start,lovely [3] lovely,bank [3] bank,holiday [3] holiday,head Top Word Pairs in Tweet in G10:
[4] #ciscose,#lovewhereyouwork [4] innovate,park [4] #dcloud,power [3] #ciscose,#demoeverywhere [3] #demoeverywhere,#beagamechanger [2] heard,therapy [2] therapy,dog [2] dog,sessions [2] sessions,full [2] full,#ciscoimpact Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: