The graph represents a network of 1,095 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, 23 May 2022 at 23:21 UTC.
The requested start date was Monday, 23 May 2022 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, 23-minute period from Monday, 09 May 2022 at 00:46 UTC to Sunday, 22 May 2022 at 23:10 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 : 1095
Unique Edges : 1370
Edges With Duplicates : 2453
Total Edges : 3823
Number of Edge Types : 5
Tweet : 1069
Retweet : 548
MentionsInRetweet : 1043
Mentions : 1096
Replies to : 67
Self-Loops : 1087
Reciprocated Vertex Pair Ratio : 0.0840336134453782
Reciprocated Edge Ratio : 0.155038759689922
Connected Components : 391
Single-Vertex Connected Components : 347
Maximum Vertices in a Connected Component : 628
Maximum Edges in a Connected Component : 2974
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.148716
Graph Density : 0.00139991485312163
Modularity : 0.357206
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,095 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, 23 May 2022 at 23:21 UTC.
The requested start date was Monday, 23 May 2022 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, 23-minute period from Monday, 09 May 2022 at 00:46 UTC to Sunday, 22 May 2022 at 23:10 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:
[175] customer,experience [128] design,thinking [94] time,give [82] give,design [82] thinking,whirl [81] digital,transformation [51] mylessuer,cmswire [50] b2b,marketing [48] #cx,#custserv [47] whirl,#designthinking Top Word Pairs in Tweet in G1:
[50] customer,experience [26] design,thinking [24] digital,workplace [19] social,media [19] digital,transformation [17] b2b,marketing [15] marketing,strategy [15] influencer,marketing [13] media,marketing [13] improve,digital Top Word Pairs in Tweet in G2:
[39] customer,experience [23] digital,transformation [14] business,issue [14] continue,reading [12] marketing,tactic [12] modern,marketers [12] technology,issue [12] issue,business [12] article,cmswire [11] single,effective Top Word Pairs in Tweet in G3:
[88] time,give [81] design,thinking [78] give,design [78] thinking,whirl [46] whirl,#designthinking [46] #cx,#custserv [43] #custserv,#ex [41] #ex,#rox [34] customer,data [33] customer,experience Top Word Pairs in Tweet in G4:
[38] shi4tech,lyakovet [37] tim_kulp,cmswire [37] cmswire,shi4tech [30] #technology,issue [30] issue,#business [30] #business,issue [29] #digitaltransformation,#technology [29] issue,tim_kulp [27] betamoroney,#digitaltransformation [23] mylessuer,cmswire Top Word Pairs in Tweet in G5:
[29] cmswire,tsedal [28] mylessuer,cmswire [27] digital,mindset [27] mindset,mylessuer [25] take,digital [25] mylessuer,shares [25] shares,insights [25] insights,cmswire [25] tsedal,pleonardi1's [20] teamviewer,mylessuer Top Word Pairs in Tweet in G6:
[16] cmswire,#marketing [14] ways,#robots [14] #robots,#ai [14] #ai,power [14] power,intelligent [14] intelligent,#virtualagents [14] #virtualagents,cmswire [14] cmswire,#artificialintelligence [14] #artificialintelligence,#rpa [14] #rpa,#iot Top Word Pairs in Tweet in G7:
[30] #analytics,#googleads [30] #googleads,#facebookads [20] influencer,marketing [19] captivate,customers [19] customers,ask [19] ask,team [19] team,questions [18] b2b,marketing [15] marketing,fit [15] fit,b2b Top Word Pairs in Tweet in G8:
[8] digital,transformation [6] #digital,#digitaltransformation [6] path,forward [6] forward,business [6] technology,big [6] big,part [6] part,#digitaltransformation [6] #digitaltransformation,process [6] process,make [6] make,entire Top Word Pairs in Tweet in G9:
[4] power,intelligent [4] intelligent,virtual [4] virtual,agents [3] ways,#robots [3] #robots,#ai [3] #ai,power [3] agents,#automation [3] #automation,#rpa [3] #rpa,#fintech [3] #fintech,#insurtech Top Word Pairs in Tweet in G10:
[13] 60,consumers [13] consumers,worthwhile [13] worthwhile,give [13] give,companies [13] companies,access [11] leads,better [11] customer,experience [10] consumers,#dataprivacy [10] #dataprivacy,#security [10] #security,nearly Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: