The graph represents a network of 1,417 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, 04 October 2021 at 22:13 UTC.
The requested start date was Monday, 04 October 2021 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 13-day, 22-hour, 40-minute period from Monday, 20 September 2021 at 00:25 UTC to Sunday, 03 October 2021 at 23:06 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 : 1417
Unique Edges : 1946
Edges With Duplicates : 4973
Total Edges : 6919
Number of Edge Types : 5
Tweet : 996
Retweet : 748
MentionsInRetweet : 2405
Mentions : 2544
Replies to : 226
Self-Loops : 1017
Reciprocated Vertex Pair Ratio : 0.106526631657914
Reciprocated Edge Ratio : 0.192542372881356
Connected Components : 338
Single-Vertex Connected Components : 291
Maximum Vertices in a Connected Component : 997
Maximum Edges in a Connected Component : 6254
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.232489
Graph Density : 0.00147024229593037
Modularity : 0.31368
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,417 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, 04 October 2021 at 22:13 UTC.
The requested start date was Monday, 04 October 2021 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 13-day, 22-hour, 40-minute period from Monday, 20 September 2021 at 00:25 UTC to Sunday, 03 October 2021 at 23:06 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:
[140] thanks,sharing [114] digital,transformation [113] domnicastro,cmswire [108] cmswire,akwyz [105] akwyz,baski_la [104] enilev,avrohomg [103] employee,experience [91] customer,experience [88] ianljones98,shi4tech [86] cmswire,ianljones98 Top Word Pairs in Tweet in G1:
[138] thanks,sharing [40] business,leaders [40] #covid19,changed [40] interact,businesses [38] #digital,experiences [38] build,#digital [38] #digital,#customerexperiences [38] #customerexperiences,meet [38] meet,demand [38] demand,strengthen Top Word Pairs in Tweet in G2:
[36] customer,experience [33] employee,experience [23] digital,transformation [21] digital,employee [16] b2b,marketing [13] focus,right [13] right,digital [11] experience,#employeeexperience [9] more,cx [9] cx,news Top Word Pairs in Tweet in G3:
[108] cmswire,akwyz [107] domnicastro,cmswire [105] akwyz,baski_la [102] enilev,avrohomg [85] cmswire,ianljones98 [85] ianljones98,shi4tech [81] betamoroney,domnicastro [81] ianljones98,evasmartai [71] evasmartai,enilev [70] baski_la,ianljones98 Top Word Pairs in Tweet in G4:
[29] digital,transformation [27] artificial,intelligence [24] employee,experience [20] digital,employee [15] modular,content [13] work,article [13] article,sister [13] sister,jeanne [12] experience,focused [12] focused,wrong Top Word Pairs in Tweet in G5:
[6] strategic,planning [4] work,2021 [4] 2021,changed [4] positioning,advantage [3] #strategicplanning,#agile [3] mindsets,#cios [3] #cios,need [3] need,change [3] advantage,blueprint [3] blueprint,grow Top Word Pairs in Tweet in G6:
[26] #ai,algorithms [26] algorithms,used [26] used,develop [19] sassoftware's,charyn [19] charyn,faenza [16] #chatbots,become [16] become,more [16] more,personal [16] personal,critical [16] critical,#ai Top Word Pairs in Tweet in G7:
[8] reasons,explainable [8] explainable,#ai [8] #ai,future [8] future,#iot [8] #iot,#machinelearning [8] #machinelearning,#rpa [8] #rpa,#datascience [8] #datascience,#iiot [7] globaliqx,reasons [7] #iiot,analy Top Word Pairs in Tweet in G8:
[6] b2b,marketing [5] #digitalexperience,#dxm [4] run,efficient [4] efficient,team [4] team,meetings [4] employee,experience [4] digital,transformation [4] knowledge,management [4] management,strategy [4] strategy,fit Top Word Pairs in Tweet in G9:
[10] five,ways [9] ways,#emailmarketing [8] third,party [8] party,cookies [8] #emailmarketing,role [8] role,grow [8] grow,priorities [8] priorities,shift [8] shift,cope [6] internet's,trend Top Word Pairs in Tweet in G10:
[8] future,ai [5] ethically,used [5] used,conversational [5] conversational,#ai [5] #ai,help [5] help,improve [5] improve,customer [5] customer,trust [5] trust,increase [5] increase,brand Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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