The graph represents a network of 3,795 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, 12 July 2020 at 00:35 UTC.
The requested start date was Sunday, 12 July 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 3-day, 4-hour, 44-minute period from Wednesday, 08 July 2020 at 11:25 UTC to Saturday, 11 July 2020 at 16:10 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 : 3795
Unique Edges : 3684
Edges With Duplicates : 6729
Total Edges : 10413
Number of Edge Types : 5
Retweet : 2254
MentionsInRetweet : 3424
Tweet : 1761
Mentions : 2893
Replies to : 81
Self-Loops : 1886
Reciprocated Vertex Pair Ratio : 0.0514676316847608
Reciprocated Edge Ratio : 0.0978967495219885
Connected Components : 863
Single-Vertex Connected Components : 528
Maximum Vertices in a Connected Component : 2201
Maximum Edges in a Connected Component : 7996
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.960773
Graph Density : 0.000363239092582908
Modularity : 0.455026
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,795 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, 12 July 2020 at 00:35 UTC.
The requested start date was Sunday, 12 July 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 3-day, 4-hour, 44-minute period from Wednesday, 08 July 2020 at 11:25 UTC to Saturday, 11 July 2020 at 16:10 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 : #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 Entire Graph:
[408] customer,experience [261] #cx,#customerexperience [168] #cx,#cctr [155] #customerexperience,#cx [127] #custserv,#cx [124] #ai,#cx [116] customer,service [107] pinakilaskar,#ai [101] covid,19 [98] #ux,#cx Top Word Pairs in Tweet in G1:
[90] customer,experience [71] #custserv,#cx [63] #customerexperience,#customerservice [63] #cx,#cctr [62] #callcenter,#contactcenter [61] #cctr,#callcenter [55] #contactcenter,#customerexperience [55] #customerservice,#custexp [52] #customerexperience,#cx [51] #cx,#customerexperience Top Word Pairs in Tweet in G2:
[69] welcome,advance [69] system,ty [62] enricomolinari,#marketing [58] advance,#edtech [58] #edtech,system [58] ty,hubnature [58] hubnature,enricomolinari [58] #marketing,#stem [58] #ai,#iot [57] #stem,#3dprinting Top Word Pairs in Tweet in G3:
[82] customer,experience [73] #cx,#customerexperience [42] #customerexperience,#cx [36] #cx,#ux [36] #iot,#ai [32] #ux,#iot [32] #ai,#futurist [31] #futurist,#futureofwork [30] #custexp,#cx [28] customer,service Top Word Pairs in Tweet in G4:
[69] artificial,human [69] human,called [69] called,neon [69] neon,answer [69] answer,human [69] human,queries [69] queries,near [69] near,time [69] time,intheknow [69] intheknow,#ai Top Word Pairs in Tweet in G5:
[49] #cx,unlock [47] unlock,#bigdata [47] #bigdata,potential [44] potential,#dataanalytics [44] develop,vision [43] visualize,story [43] story,firework [43] firework,come [43] come,#cx [43] #dataanalytics,develop Top Word Pairs in Tweet in G6:
[24] #data,#innovation [21] retail,banking [21] banking,business [21] business,models [21] models,defining [21] defining,future [21] future,#openbanking [21] #openbanking,#cx [21] #cx,#data [21] #innovation,#fintech Top Word Pairs in Tweet in G7:
[27] excited,announce [27] positioned,aragonresearch1 [27] aragonresearch1,leader [27] leader,intelligent [27] intelligent,#contactcenter [27] #contactcenter,solutions [23] #technews,excited [23] announce,positioned [22] avaya,#technews [8] customer,experience Top Word Pairs in Tweet in G8:
[29] contact,center [19] customer,experience [17] still,time [15] gt,gt [14] issue,#pipeline [14] nice,thursday [14] thursday,july [14] 00,pm [14] register,gt [14] top,five Top Word Pairs in Tweet in G9:
[11] #custexp,#cx [8] customer,journey [7] #marketing,#sales [6] #cx,#custserv [5] great,#cx [5] #marketing,#ecommerce [5] customer,centric [5] jeff,bezos [5] customer,experience [5] journey,map Top Word Pairs in Tweet in G10:
[81] pinakilaskar,#ai [69] #deeplearning,#machinelearning [69] #machinelearning,#datascience [69] #datascience,#bigdata [61] #bigdata,#analytics [49] #emergingtech,#robotics [48] #analytics,#cybersecurity [48] #cybersecurity,#emergingtech [45] #ai,infographic [45] infographic,#deeplearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: