The graph represents a network of 3,737 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, 19 April 2020 at 00:29 UTC.
The requested start date was Sunday, 19 April 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, 2-hour, 8-minute period from Tuesday, 14 April 2020 at 14:13 UTC to Friday, 17 April 2020 at 16:22 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 : 3737
Unique Edges : 3810
Edges With Duplicates : 6487
Total Edges : 10297
Number of Edge Types : 5
Mentions : 2504
Retweet : 2284
MentionsInRetweet : 3701
Tweet : 1731
Replies to : 77
Self-Loops : 1887
Reciprocated Vertex Pair Ratio : 0.0454722114263506
Reciprocated Edge Ratio : 0.0869888475836431
Connected Components : 815
Single-Vertex Connected Components : 482
Maximum Vertices in a Connected Component : 2169
Maximum Edges in a Connected Component : 7809
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.316705
Graph Density : 0.000385347291022869
Modularity : 0.471838
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 3,737 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, 19 April 2020 at 00:29 UTC.
The requested start date was Sunday, 19 April 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, 2-hour, 8-minute period from Tuesday, 14 April 2020 at 14:13 UTC to Friday, 17 April 2020 at 16:22 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:
[486] gt,gt [387] customer,experience [221] #cx,#customerexperience [176] #customerexperience,#cx [170] customer,service [152] covid,19 [137] ty,realtechmatters [137] realtechmatters,enricomolinari [116] #ai,#iot [114] customer,journey Top Word Pairs in Tweet in G1:
[68] customer,experience [60] #customerexperience,#cx [51] #custserv,#cx [47] #callcenter,#contactcenter [47] #cx,#cctr [46] #cctr,#callcenter [46] #contactcenter,#customerexperience [45] #customerexperience,#customerservice [45] #customerservice,#custexp [33] #cx,#customerexperience Top Word Pairs in Tweet in G2:
[76] customer,experience [62] #custexp,#cx [49] covid,19 [45] #cx,#custserv [39] #cx,#customerexperience [38] customer,service [38] #cx,#cctr [37] #custserv,#cx [36] #customerexperience,#cx [34] #cx,#technology Top Word Pairs in Tweet in G3:
[428] gt,gt [78] mikequindazzi,gt [77] mikequindazzi,antgrasso [76] competitive,advantage [75] customer,journey [75] journey,never [75] never,more [75] more,accessible [75] accessible,competitive [75] advantage,pwc Top Word Pairs in Tweet in G4:
[114] ty,realtechmatters [114] realtechmatters,enricomolinari [87] #ar,ty [85] car,#tech [85] helps,drivers [85] drivers,'see [85] 'see,invisible' [85] invisible',#ar [79] #tech,nissan [79] nissan,helps Top Word Pairs in Tweet in G5:
[36] during,times [36] times,job [36] job,marketeer [31] marketeer,brand [31] brand,building [31] building,building [31] building,#sales [31] #sales,#customerexperience [30] ravikikan,during [30] #customerexperience,th Top Word Pairs in Tweet in G6:
[25] #cx,#customerdrivengrowth [24] #customerdrivengrowth,#businessgrowth [16] #businessgrowth,#beyondphilosophy [15] customer,experience [15] #beyondphilosophy,#coronavirus [14] #coronavirus,#covid19 [12] intuitive,customer [11] customer,podcast [10] trends,#cx [10] box,upwork Top Word Pairs in Tweet in G7:
[29] configure,price [29] price,quote [28] 2020,#supernova [28] #supernova,award [28] award,applications [28] applications,open [28] driving,transformation [28] transformation,configure [27] open,submit [27] innovative,disruptive Top Word Pairs in Tweet in G8:
[31] customer,experience [26] scott,mckain [26] playing,distinction [26] distinction,radio [26] radio,join [25] join,cutting [25] cutting,edge [25] edge,ideas [24] ideas,#cx [24] #cx,creating Top Word Pairs in Tweet in G9:
[15] customer,experience [14] #customerexperience,#cx [10] #covid,19 [7] 19,#wfh [7] contact,center [6] need,insights [6] insights,learn [6] learn,companies [6] companies,navigating [6] navigating,today Top Word Pairs in Tweet in G10:
[12] customer,experience [11] customer,service [9] #chatbots,#bots [9] #bots,#conversationalai [8] learn,more [7] #tech,#technews [7] #technews,#aibots [7] #aibots,#ai [7] #ai,#ml [7] #ml,#dl Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: