The graph represents a network of 1,436 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 Monday, 24 August 2020 at 21:01 UTC.
The requested start date was Monday, 24 August 2020 at 00:01 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 12-day, 10-hour, 0-minute period from Monday, 10 August 2020 at 01:18 UTC to Saturday, 22 August 2020 at 11:19 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 : 1436
Unique Edges : 1359
Edges With Duplicates : 2778
Total Edges : 4137
Number of Edge Types : 5
Mentions : 1203
Tweet : 1140
Retweet : 674
MentionsInRetweet : 1074
Replies to : 46
Self-Loops : 1193
Reciprocated Vertex Pair Ratio : 0.0572634116937914
Reciprocated Edge Ratio : 0.108323831242873
Connected Components : 412
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 958
Maximum Edges in a Connected Component : 3252
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.244201
Graph Density : 0.000851183601370435
Modularity : 0.360293
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,436 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 Monday, 24 August 2020 at 21:01 UTC.
The requested start date was Monday, 24 August 2020 at 00:01 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 12-day, 10-hour, 0-minute period from Monday, 10 August 2020 at 01:18 UTC to Saturday, 22 August 2020 at 11:19 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 : cmswire
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:
[163] round,two [159] digital,transformation [134] customer,experience [122] transformation,round [115] digital,workplace [93] two,time [52] time,board [52] tips,better [46] two,#digitaltransformation [46] social,media Top Word Pairs in Tweet in G1:
[38] customer,experience [33] change,management [32] digital,workplace [23] social,media [22] digital,transformation [20] rush,go [20] go,digital [19] #analytics,#googleads [19] #googleads,#facebookads [19] forget,change Top Word Pairs in Tweet in G2:
[31] customer,experience [24] cmswire,#marketing [19] digital,workplace [16] #cx,#customerexperience [12] experience,cmswire [11] #customerexperience,#cx [11] employee,retention [11] #marketing,#contentmarketing [11] employee,experience [10] personalization,tips Top Word Pairs in Tweet in G3:
[98] round,two [74] two,time [64] digital,transformation [58] transformation,round [40] #digitaltransformation,round [40] time,#board [40] #board,abrearton [40] abrearton,#bigdata [39] chidambara09,#digitaltransformation [39] #bigdata,#australia Top Word Pairs in Tweet in G4:
[40] digital,transformation [40] round,two [39] transformation,round [30] two,#digitaltransformation [22] paula_piccard,digital [22] #digital,#transformation [19] #digitaltransformation,#digital [18] smbs,successfully [18] successfully,adopt [18] adopt,chatbots Top Word Pairs in Tweet in G5:
[17] customer,experience [8] prevent,ux [8] ux,workers [8] workers,quitting [8] designing,digital [8] re,constructing [8] constructing,customer [7] sensory,marketing [6] digital,transformation [6] join,cmswire Top Word Pairs in Tweet in G6:
[12] domnicastro,speaks [10] rick,huff [10] sitecore,experience [9] cmswire,#cio's [9] #cio's,work [9] work,never [9] never,done [9] done,domnicastro [9] speaks,paulchapmanbox [9] paulchapmanbox,box Top Word Pairs in Tweet in G7:
[7] digital,workplace [6] kayaismail,cmswire [6] vp,people [6] people,operations [6] carla,yudhishthu [5] successful,digital [5] little,technology [5] operations,carla [5] companies,become [5] become,intelligent Top Word Pairs in Tweet in G8:
[8] cmswire,#agilemarketing [8] personal,newsletter [7] brands,steal [7] steal,personal [7] newsletter,lessons [6] agile,marketing [6] content,syndication [6] b2b,brands [5] marketing,dshiao [4] improve,#company's Top Word Pairs in Tweet in G9:
[12] #personalization,tips [12] tips,better [12] better,#customerexperience [11] #customerexperience,#cx [11] #cx,#technology [11] #technology,cmswire [10] cmswire,gvalan [10] gvalan,drhiot [9] bfcxguru,#personalization [4] digital,transformation Top Word Pairs in Tweet in G10:
[7] now's,time [7] time,#hr [7] #hr,improve [7] improve,digital [7] digital,#employeeexperience [4] #employeeexperience,idgtechtalk [4] idgtechtalk,marcteerlink [3] #cios,need [3] need,#data [3] #data,champions Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: