The graph represents a network of 4,707 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, 06 September 2020 at 21:36 UTC.
The requested start date was Sunday, 06 September 2020 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 4-day, 20-hour, 26-minute period from Tuesday, 01 September 2020 at 03:34 UTC to Sunday, 06 September 2020 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 : 4707
Unique Edges : 4770
Edges With Duplicates : 10222
Total Edges : 14992
Number of Edge Types : 5
Replies to : 108
Mentions : 3375
Tweet : 2506
Retweet : 3585
MentionsInRetweet : 5418
Self-Loops : 2747
Reciprocated Vertex Pair Ratio : 0.0395513577331759
Reciprocated Edge Ratio : 0.0760931289040318
Connected Components : 1018
Single-Vertex Connected Components : 627
Maximum Vertices in a Connected Component : 2816
Maximum Edges in a Connected Component : 12058
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.943846
Graph Density : 0.000317997148860316
Modularity : 0.417303
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,707 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, 06 September 2020 at 21:36 UTC.
The requested start date was Sunday, 06 September 2020 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 4-day, 20-hour, 26-minute period from Tuesday, 01 September 2020 at 03:34 UTC to Sunday, 06 September 2020 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:
[582] customer,experience [365] #cx,#customerexperience [271] #ai,#iot [250] #ux,#cx [240] #customerexperience,#cx [235] #custexp,#cx [205] customer,service [187] gt,gt [173] #cxm,#custexp [160] wef,enricomolinari Top Word Pairs in Tweet in G1:
[236] #ai,#iot [155] wef,enricomolinari [133] intengineering,enricomolinari [86] #cx,#ux [80] #bigdata,#datascience [76] #fintech,#ai [75] education,progress [75] progress,exam [75] exam,results [75] results,intengineering Top Word Pairs in Tweet in G2:
[100] customer,experience [64] #ux,#cx [63] #cx,#customerexperience [49] #customerexperience,#cx [28] customer,service [26] #customer,#experience [24] #cx,#id [24] #id,#user [24] #user,#customer [24] #experience,#design Top Word Pairs in Tweet in G3:
[173] #cxm,#custexp [166] #custexp,#cx [149] customer,experience [50] #cx,#customerexperience [50] customer,service [42] scott,mckain [42] playing,distinction [42] distinction,radio [42] radio,join [40] join,cutting Top Word Pairs in Tweet in G4:
[46] customer,experience [35] #cx,#customerexperience [29] gt,gt [28] #custexp,#cx [27] #ux,#cx [25] #customerexperience,#cx [18] cx,journey [18] one,year [14] #cx,#analytics [14] start,#customerexperience Top Word Pairs in Tweet in G5:
[101] #bigdata,#analytics [101] #analytics,#datascience [91] gt,gt [69] #iot,#iiot [67] #tech,#design [65] #datascience,#iot [65] #ux,#cx [65] #cx,first [65] #design,#marketing [52] #python,#rstats Top Word Pairs in Tweet in G6:
[18] customer,experience [8] #forrsummit,#cx [8] end,user [6] sustainable,business [6] business,without [6] without,engaged [6] engaged,loyal [6] loyal,trusting [6] trusting,customers [6] customers,#forrsummit Top Word Pairs in Tweet in G7:
[12] best,practices [8] #smart,foundations [8] foundations,seven [8] seven,best [8] practices,build [8] build,smart [8] smart,city [8] city,pwcaudigital [8] pwcaudigital,#datagovernance [8] #datagovernance,#ai Top Word Pairs in Tweet in G8:
[27] 10,commandments [27] commandments,zappos [27] deliver,wow [27] wow,service [27] service,#cx [27] #cx,embrace [27] embrace,drive [27] drive,change [27] change,create [27] create,fun Top Word Pairs in Tweet in G9:
[14] money,experience [14] experience,summit [14] summit,starts [14] starts,today [14] today,join [14] join,wednesday [14] wednesday,discuss [14] discuss,changed [14] changed,expectations [14] expectations,consumers Top Word Pairs in Tweet in G10:
[75] #cx,#customerexperience [24] #custexp,#cx [15] #cx,#marketing [12] journey,mapping [12] #customerexperience,#experienciadecliente [10] customer,experience [9] customer,journey [7] need,closed [7] closed,loop [7] loop,customer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: