The graph represents a network of 3,891 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 June 2020 at 00:34 UTC.
The requested start date was Sunday, 21 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 20-hour, 1-minute period from Tuesday, 16 June 2020 at 20:05 UTC to Friday, 19 June 2020 at 16:07 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 : 3891
Unique Edges : 3822
Edges With Duplicates : 6737
Total Edges : 10559
Number of Edge Types : 5
Mentions : 2605
Retweet : 2404
MentionsInRetweet : 3841
Tweet : 1641
Replies to : 68
Self-Loops : 1795
Reciprocated Vertex Pair Ratio : 0.0440167682926829
Reciprocated Edge Ratio : 0.0843219565614163
Connected Components : 867
Single-Vertex Connected Components : 502
Maximum Vertices in a Connected Component : 2143
Maximum Edges in a Connected Component : 7601
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.097541
Graph Density : 0.000361984911459376
Modularity : 0.471939
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,891 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 June 2020 at 00:34 UTC.
The requested start date was Sunday, 21 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 20-hour, 1-minute period from Tuesday, 16 June 2020 at 20:05 UTC to Friday, 19 June 2020 at 16:07 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 : #cx
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 G2:
[152] customer,experience [150] #custserv,#cx [150] gt,gt [147] #cx,#customerexperience [146] #cx,#cctr [145] #callcenter,#contactcenter [145] #cctr,#callcenter [142] #customerexperience,#customerservice [136] #contactcenter,#customerexperience [135] #customerservice,#custexp Top Word Pairs in Tweet in G3:
[105] customer,experience [64] #custexp,#cx [60] #cx,#customerexperience [59] #cx,#custserv [53] customer,service [52] scott,mckain [52] playing,distinction [49] distinction,radio [46] radio,join [46] join,cutting Top Word Pairs in Tweet in G4:
[129] #customerexperience,#cx [42] #cx,#technology [37] customer,experience [29] hard,deliver [25] deliver,great [23] great,#customerexperience [23] #customerexperience,#employeeexperience [23] #employeeexperience,perhaps [23] perhaps,greatest [23] greatest,structural Top Word Pairs in Tweet in G5:
[31] customer,experience [24] gt,gt [23] #forrcx,#cx [13] #cx,north [13] north,america [13] #entrepreneurship,#startup [13] rick,parrish [13] forrester,#cx [13] #contactcenter,#cx [13] #startup,#business Top Word Pairs in Tweet in G6:
[15] things,define [15] define,#digital [13] #digital,world [12] world,#cx [12] #cx,#ai [10] #ai,#industry40 [9] #industry40,#robotics [9] #robotics,#innovation [8] #innovation,accenture [7] achyutaghosh,things Top Word Pairs in Tweet in G7:
[51] 10,applications [51] applications,#ai [51] #ai,#digitalmarketing [51] #digitalmarketing,ingliguori [51] ingliguori,#artificialintelligence [51] #artificialintelligence,#machinelearning [51] ingliguori,10 [51] join,hpe [51] hpe,#hpediscover [50] #hpediscover,virtual Top Word Pairs in Tweet in G8:
[24] #covid,19 [24] 11,pt [24] pt,pm [24] pm,today [24] #cx,#customerexperience [24] informative,webinar [23] contact,center [20] news,verint [20] verint,report [20] report,#data Top Word Pairs in Tweet in G9:
[16] salesforce,#ohana [12] #ex,influences [12] hey,salesforce [12] #ohana,join [12] join,tomorrow [9] tomorrow,live [9] live,conversation [9] conversation,cindygrobbins [9] cindygrobbins,discuss [9] discuss,#ex Top Word Pairs in Tweet in G10:
[36] #ux,#iot [34] #cx,#ux [33] #iot,#ai [33] #futureofwork,ubinetus [33] ubinetus,interactionsinc [33] #businesstransformation,#businessagility [33] #businessagility,#cx [33] #ai,#futurist [33] #futurist,#futureofwork [33] interactionsinc,#thingcoin 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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