The graph represents a network of 1,714 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, 21 September 2020 at 20:36 UTC.
The requested start date was Monday, 21 September 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 13-day, 23-hour, 16-minute period from Monday, 07 September 2020 at 00:20 UTC to Sunday, 20 September 2020 at 23:36 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 : 1714
Unique Edges : 1709
Edges With Duplicates : 3756
Total Edges : 5465
Number of Edge Types : 5
Retweet : 918
MentionsInRetweet : 1475
Mentions : 1673
Replies to : 48
Tweet : 1351
Self-Loops : 1430
Reciprocated Vertex Pair Ratio : 0.0530406950160037
Reciprocated Edge Ratio : 0.100738167607469
Connected Components : 460
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 1160
Maximum Edges in a Connected Component : 4587
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.379687
Graph Density : 0.000784378637926325
Modularity : 0.355582
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,714 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, 21 September 2020 at 20:36 UTC.
The requested start date was Monday, 21 September 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 13-day, 23-hour, 16-minute period from Monday, 07 September 2020 at 00:20 UTC to Sunday, 20 September 2020 at 23:36 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:
[283] customer,experience [124] marketing,strategy [120] content,marketing [112] digital,transformation [100] digital,workplace [79] machine,learning [64] ruining,content [61] employee,experience [61] social,media [50] cmswire,#marketing Top Word Pairs in Tweet in G1:
[68] customer,experience [50] marketing,strategy [44] content,marketing [30] social,media [26] ruining,content [25] digital,transformation [19] digital,workplace [18] employee,experience [14] battered,online [14] online,reputation Top Word Pairs in Tweet in G2:
[77] customer,experience [35] cmswire,#marketing [27] content,marketing [25] marketing,strategy [22] ruining,content [22] strategy,cmswire [22] digital,workplace [16] experience,cmswire [15] better,customer [15] customer,journey Top Word Pairs in Tweet in G3:
[61] customer,experience [33] digital,transformation [23] accelerating,progress [22] robotic,process [22] process,automation [20] accelerate,#digitaltransformation [20] design's,holistic [20] holistic,approach [20] automation,rpa [20] rpa,impacting Top Word Pairs in Tweet in G4:
[21] cmswire,domnicastro [17] episerver's,acquisition [17] acquisition,optimizely [15] domnicastro,talks [14] insights,episerver's [13] optimizely,cmswire [13] domnicastro,lnfrance [11] lnfrance,constellationr [10] domnicastro,cmswire [9] cmswire,upgrade Top Word Pairs in Tweet in G5:
[19] predictive,metrics [17] #digitaltransformation,#digital [17] #digital,#transformation [17] metrics,app [17] app,web [15] addition,two [15] two,predictive [15] web,properties [15] properties,summer [15] summer,help Top Word Pairs in Tweet in G6:
[11] hype,machine' [11] machine',warning [11] warning,times [6] times,#ciochat [3] times,scenario [3] scenario,sinanaral [3] sinanaral,describes [3] describes,scare [3] scare,technology [3] technology,leader Top Word Pairs in Tweet in G7:
[45] machine,learning [27] bringing,machine [27] learning,marketing [27] business,results [24] marketing,improve [24] improve,business [24] results,here's [24] here's,#marketing [22] customer,experience [17] #cx,#analytics Top Word Pairs in Tweet in G8:
[12] search,satisfaction [5] satisfied,employees [5] employees,search [5] intranet,search [4] strategies,secure [4] first,webinar [4] webinar,achieve [4] achieve,high [4] high,search [4] satisfaction,enterprise Top Word Pairs in Tweet in G9:
[12] tech,brands [12] cmswire,#leadership [11] today,consumers [11] consumers,more [11] more,inclined [11] inclined,support [11] support,brands [11] brands,aligned [11] aligned,core [11] core,values Top Word Pairs in Tweet in G10:
[8] great,article [8] article,realities [8] realities,retailers [8] retailers,digital [8] digital,world [7] cyrilcoste,great [6] #digital,exhaustion [6] exhaustion,burnout [6] burnout,biggest [6] biggest,challenge 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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