The graph represents a network of 2,401 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 March 2019 at 16:00 UTC.
The requested start date was Tuesday, 26 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 54-minute period from Tuesday, 12 March 2019 at 00:06 UTC to Tuesday, 26 March 2019 at 00:00 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 : 2401
Unique Edges : 3174
Edges With Duplicates : 2819
Total Edges : 5993
Number of Edge Types : 3
Tweet : 2515
Mentions : 3398
Replies to : 80
Self-Loops : 2515
Reciprocated Vertex Pair Ratio : 0.0424442005122576
Reciprocated Edge Ratio : 0.0814320814320814
Connected Components : 747
Single-Vertex Connected Components : 631
Maximum Vertices in a Connected Component : 1440
Maximum Edges in a Connected Component : 4278
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.36584
Graph Density : 0.0004944120505345
Modularity : 0.425322
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[260] employee,experience [229] digital,transformation [222] customer,experience [174] digital,workplace [157] ai,business [155] business,school [146] school,execs [122] microsoft,launches [121] launches,free [121] free,ai Top Word Pairs in Tweet in G1:
[80] employee,experience [61] digital,transformation [57] customer,experience [52] digital,workplace [42] more,news [38] ai,business [37] business,school [33] school,execs [30] content,marketing [30] voice,customer Top Word Pairs in Tweet in G2:
[95] ai,business [95] business,school [91] school,execs [90] microsoft,launches [90] launches,free [90] free,ai [79] execs,nickmcquire [73] employee,experience [70] cmswire,microsoft [47] customer,experience Top Word Pairs in Tweet in G3:
[29] employee,driven [29] driven,design [25] voice,customer [22] employee,experience [20] customer,experience [17] domnicastro,cmswire [16] b2b,marketers [14] customer,means [14] marketers,winning [13] 8,cmos Top Word Pairs in Tweet in G4:
[23] druadh20,cmswire [22] digital,natives [21] shape,future [18] 5,trends [18] trends,shape [16] natives,shape [15] future,workplace [15] workplace,druadh20 [15] shape,futureofwork [9] ec19,vikverma8x8 Top Word Pairs in Tweet in G5:
[38] ai,vs [25] inbound,marketing [22] socialmediamarketing,digitalmarketing [21] beware,inbound [21] marketing,trap [21] socialmedia,socialmediamarketing [21] stop,thinking [21] thinking,ai [21] vs,human [21] human,think Top Word Pairs in Tweet in G6:
[42] progressive,web [23] web,app [19] web,apps [18] customer,experience [18] cmswire,kayaismail [17] akamai,timvereecke [17] timvereecke,cmswire [17] kayaismail,webperf [17] webperf,app [16] brands,develop Top Word Pairs in Tweet in G7:
[14] customerexperience,cx [12] digital,transformation [11] customer,experience [10] marketing,digitalmarketing [9] digital,workplace [9] employee,experience [7] 7,lessons [7] oft,forgotten [7] forgotten,fundamentals [7] fundamentals,digital Top Word Pairs in Tweet in G8:
[64] marketing,digitalmarketing [64] digitalmarketing,digitaltransformation [36] successful,digitaltransformation [36] digitaltransformation,strategy [31] ingredients,successful [20] strategy,mykrandall [20] digital,transformation [16] oft,forgotten [16] forgotten,fundamentals [15] check,out Top Word Pairs in Tweet in G9:
[14] employee,experience [13] digital,workplace [8] employee,driven [7] driven,design [7] simplify,digital [6] workplace,design [6] design,simplify [6] ai,collaboration [5] process,automation [4] cmswire,article Top Word Pairs in Tweet in G10:
[37] tale,two [34] two,saps [12] saps,cmswire [12] cmswire,actbrilliant [12] actbrilliant,commentary [12] commentary,holgermu [12] holgermu,constellationr [12] saps,lt [12] lt,vg [12] vg,article 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: