The graph represents a network of 893 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, 03 January 2022 at 23:13 UTC.
The requested start date was Monday, 03 January 2022 at 01:01 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, 55-minute period from Monday, 20 December 2021 at 02:00 UTC to Monday, 03 January 2022 at 00:55 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 : 893
Unique Edges : 747
Edges With Duplicates : 1514
Total Edges : 2261
Number of Edge Types : 5
Tweet : 829
Mentions : 560
Retweet : 335
MentionsInRetweet : 485
Replies to : 52
Self-Loops : 838
Reciprocated Vertex Pair Ratio : 0.0569210866752911
Reciprocated Edge Ratio : 0.107711138310894
Connected Components : 364
Single-Vertex Connected Components : 324
Maximum Vertices in a Connected Component : 459
Maximum Edges in a Connected Component : 1550
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.4906
Graph Density : 0.00102566548993417
Modularity : 0.360337
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 893 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, 03 January 2022 at 23:13 UTC.
The requested start date was Monday, 03 January 2022 at 01:01 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, 55-minute period from Monday, 20 December 2021 at 02:00 UTC to Monday, 03 January 2022 at 00:55 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:
[189] articles,2021 [168] customer,experience [161] top,10 [114] contributors,year [108] 2021,contributors [105] cmswire's,top [79] 10,digital [71] digital,marketing [58] digital,transformation [56] marketing,articles Top Word Pairs in Tweet in G1:
[83] articles,2021 [70] top,10 [64] contributors,year [60] 2021,contributors [45] digital,marketing [44] 10,digital [43] customer,experience [43] cmswire's,top [36] marketing,articles [27] #analytics,#googleads Top Word Pairs in Tweet in G2:
[31] top,10 [30] articles,2021 [26] cmswire's,top [21] contributors,year [20] 2021,contributors [18] 2021,cmswire [14] customer,experience [10] 10,digital [10] digital,transformation [9] holiday,season Top Word Pairs in Tweet in G3:
[23] jeanniecw,annettefranz [21] stephaniethum,jeanniecw [19] read,domnicastro [19] domnicastro,joined [19] joined,#cx [19] #cx,hard [19] hard,hitters [19] hitters,stephaniethum [12] domnicastro,cmswire [11] annettefranz,discuss Top Word Pairs in Tweet in G4:
[32] #datascientist,#digital [32] #digital,#cx [29] chidambara09,#datascientist [25] customer,experience [25] digital,transformation [24] #cx,#women [24] #women,#ehealth [24] #ehealth,#datascience [24] #datascience,#ai [24] #ai,#finserv Top Word Pairs in Tweet in G5:
[4] articles,2021 [4] customer,experience [4] cmswire,cmswire [4] cmswire,#dx [3] domnicastro,cmswire [3] tips,build [3] build,winning [3] winning,#customerexperience [3] #customerexperience,strategy [3] strategy,#cxstrategy Top Word Pairs in Tweet in G6:
[29] customer,experience [28] artificial,intelligence [17] ways,help [15] help,eliminate [15] eliminate,bias [15] articles,2021 [14] places,artificial [14] intelligence,elevating [14] elevating,customer [10] bias,#ai Top Word Pairs in Tweet in G7:
[17] conversion,events [16] metrics,drive [16] outcomes,2022 [15] invest,make [15] make,#customerjourneys [15] #customerjourneys,#moments [15] #moments,based [15] based,#marketing [15] #marketing,matter [15] matter,#digital Top Word Pairs in Tweet in G8:
[8] make,sure [8] sure,everyone [8] everyone,audience [8] audience,understand [8] understand,enjoy [8] enjoy,email [8] email,messaging [8] messaging,accessibility [8] accessibility,tips [7] taxiforemail,make Top Word Pairs in Tweet in G9:
[11] articles,2021 [10] 2021,contributors [10] contributors,year [9] top,10 [9] customer,experience [8] cmswire's,top [6] meetdux,cmswire [5] cmswire,siobhan__fagan [4] revolt,against [4] against,institutions Top Word Pairs in Tweet in G10:
[5] creating,path [5] path,strategic [5] strategic,outcomes [5] #cios,turn [5] turn,around [5] around,failed [5] failed,organization [5] mylessuer,#cios [4] #digitaltransformation,creating [3] work,2021 Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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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: