The graph represents a network of 3,650 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 Monday, 03 May 2021 at 00:11 UTC.
The requested start date was Sunday, 02 May 2021 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 3-day, 20-hour, 0-minute period from Wednesday, 28 April 2021 at 04:00 UTC to Sunday, 02 May 2021 at 00:00 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 : 3650
Unique Edges : 3696
Edges With Duplicates : 11407
Total Edges : 15103
Number of Edge Types : 5
Mentions : 2638
Tweet : 1903
Retweet : 4434
MentionsInRetweet : 6051
Replies to : 77
Self-Loops : 2102
Reciprocated Vertex Pair Ratio : 0.0416107382550336
Reciprocated Edge Ratio : 0.0798969072164948
Connected Components : 854
Single-Vertex Connected Components : 553
Maximum Vertices in a Connected Component : 2213
Maximum Edges in a Connected Component : 12861
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.997129
Graph Density : 0.00040784301947991
Modularity : 0.323682
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,650 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 Monday, 03 May 2021 at 00:11 UTC.
The requested start date was Sunday, 02 May 2021 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 3-day, 20-hour, 0-minute period from Wednesday, 28 April 2021 at 04:00 UTC to Sunday, 02 May 2021 at 00:00 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:
[1422] #usa,#cx [1416] #bigdata,#datascience [1387] #datascience,#usa [1340] #cx,#digitaltransformation [573] #digitaltransformation,#machinelearning [400] customer,experience [383] dailymail,#bigdata [363] #cx,#ai [337] #machinelearning,#python [329] #cybersecurity,#datascience Top Word Pairs in Tweet in G1:
[124] customer,experience [64] #cx,#customerexperience [63] #customerexperience,#cx [41] #customerservice,#cx [41] pandemic,customer [40] 12,ideas [40] ideas,physical [40] physical,retail [40] retail,stores [40] stores,transform Top Word Pairs in Tweet in G2:
[58] #cx,#customersuccess [42] info,ingliguori [42] customer,experience [41] many,ways [39] evolution,#artificialintelligence [39] #artificialintelligence,comes [39] comes,life [39] life,info [39] ingliguori,antgrasso [39] antgrasso,many Top Word Pairs in Tweet in G3:
[1410] #usa,#cx [1399] #bigdata,#datascience [1374] #datascience,#usa [1304] #cx,#digitaltransformation [562] #digitaltransformation,#machinelearning [383] dailymail,#bigdata [339] #cx,#ai [332] #machinelearning,#python [325] #cybersecurity,#datascience [307] #ai,#python Top Word Pairs in Tweet in G4:
[39] customer,experience [27] customer,service [26] #customerexperience,#cx [21] #cx,#customerexperience [19] #custserv,#cx [19] #cx,#custserv [14] customer,relations [13] book,back [13] cx,journey [12] read,more Top Word Pairs in Tweet in G5:
[35] #cx,#customerexperience [27] #cxnews,#cx [12] contact,centre [10] customer,experience [8] onecomuk,announces [7] learn,more [7] announces,partnership [6] gt,#cx [6] read,more [6] #artificialintelligence,#contactcentre Top Word Pairs in Tweet in G6:
[22] #ivas,#cloud [18] #conversationalai,#machinelearning [18] #machinelearning,#ivas [16] #cx,#futureofwork [16] #automation,#cx [15] verint,blog [15] blog,#ai [15] #ai,everybody [15] everybody,#conversationalai [15] #cloud,#automation Top Word Pairs in Tweet in G7:
[35] join,premier [35] premier,#customerexperience [35] #customerexperience,event [35] event,year [35] year,connect [35] connect,#cx [35] #cx,professionals [35] professionals,learn [34] talkdesk,join [34] learn,innovation Top Word Pairs in Tweet in G8:
[22] #data,#cx [17] #socialmedia,#cx [17] voix,client [14] #cx,#socialmedia [13] chiffres,clés [12] parcours,achat [12] achat,client [12] client,comment [12] comment,bien [12] bien,analyser Top Word Pairs in Tweet in G9:
[24] oracle,advertising [24] advertising,#cx [23] less,minutes [23] minutes,watch [23] watch,video [23] video,oracle [23] #cx,portfolio [23] portfolio,learn [23] learn,build [23] build,complete Top Word Pairs in Tweet in G10:
[24] #custexp,#cx [12] #banking,#digitalbanking [12] #digitalbanking,#customerexperience [10] customer,experiences [9] customer,journey [9] #cx,#custserv [8] #customerexperience,#cx [8] improve,customer [8] customer,experience [8] official,nice 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 G5:
Top Replied-To in G6:
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: