The graph represents a network of 2,561 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 Wednesday, 20 March 2019 at 16:30 UTC.
The requested start date was Tuesday, 19 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, 58-minute period from Tuesday, 05 March 2019 at 00:01 UTC to Tuesday, 19 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 : 2561
Unique Edges : 3428
Edges With Duplicates : 2971
Total Edges : 6399
Number of Edge Types : 3
Mentions : 3742
Tweet : 2573
Replies to : 84
Self-Loops : 2573
Reciprocated Vertex Pair Ratio : 0.0367156208277704
Reciprocated Edge Ratio : 0.0708306503541533
Connected Components : 768
Single-Vertex Connected Components : 662
Maximum Vertices in a Connected Component : 1608
Maximum Edges in a Connected Component : 4958
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.249119
Graph Density : 0.000473752928543538
Modularity : 0.429232
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[231] ai,business [230] business,school [224] digital,transformation [222] digital,workplace [216] school,execs [199] customer,experience [194] microsoft,launches [194] free,ai [193] launches,free [163] social,media Top Word Pairs in Tweet in G1:
[63] digital,workplace [57] digital,transformation [52] ai,business [52] business,school [48] b2b,marketers [47] school,execs [43] content,marketing [41] social,media [38] customer,experience [37] microsoft,launches Top Word Pairs in Tweet in G2:
[147] ai,business [147] business,school [140] school,execs [138] free,ai [137] microsoft,launches [137] launches,free [121] execs,nickmcquire [112] cmswire,microsoft [87] marketing,digitalmarketing [67] digitalmarketing,digitaltransformation Top Word Pairs in Tweet in G3:
[45] social,media [43] b2b,marketers [33] marketers,winning [31] winning,social [26] media,domnicastro [24] voice,customer [22] employee,driven [22] driven,design [17] domnicastro,cmswire [16] digital,workplace Top Word Pairs in Tweet in G4:
[50] progressive,web [34] web,app [25] customer,experience [17] more,news [16] web,apps [14] headless,cms [14] digital,workplace [13] brands,develop [13] develop,leverage [13] improve,customer Top Word Pairs in Tweet in G5:
[41] artificial,intelligence [39] intelligence,stupid [36] artificialintelligence,ai [34] stupid,cmswire [34] cmswire,read [34] read,more [34] more,here [34] here,artificialintelligence [32] iainljbrown,artificial [32] ai,datasc Top Word Pairs in Tweet in G6:
[35] digital,transformation [25] content,marketing [22] revolution,coming [16] efforts,still [16] still,falling [16] falling,short [15] machine,learning [14] ai,machine [14] learning,revolution [14] coming,content Top Word Pairs in Tweet in G7:
[40] successful,digitaltransformation [38] digitaltransformation,strategy [35] ingredients,successful [25] digital,transformation [23] strategy,mykrandall [16] digital,workplace [13] employee,experience [13] mykrandall,shares [12] curious,makes [12] makes,up Top Word Pairs in Tweet in G8:
[12] cmswire,article [11] druadh20,cmswire [9] customer,experience [7] workplace,druadh20 [5] digital,workplace [5] buy,office [5] ec19,vikverma8x8 [5] vikverma8x8,druadh20 [5] companies,need [5] need,implement Top Word Pairs in Tweet in G9:
[13] ingredients,successful [13] successful,digital [13] digital,transformation [13] transformation,strategy [12] cms,wire [11] digital,workplace [8] legacy,software [8] software,fit [8] fit,digital [8] strategy,digitaltransformation Top Word Pairs in Tweet in G10:
[54] tale,two [50] two,saps [28] cmswire,actbrilliant [24] saps,cmswire [24] actbrilliant,commentary [24] commentary,holgermu [24] holgermu,constellationr [17] saps,lt [17] lt,vg [17] 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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