The graph represents a network of 3,767 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 Tuesday, 28 April 2020 at 00:29 UTC.
The requested start date was Sunday, 26 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, 8-hour, 50-minute period from Wednesday, 22 April 2020 at 15:10 UTC to Sunday, 26 April 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 : 3767
Unique Edges : 4252
Edges With Duplicates : 7323
Total Edges : 11575
Number of Edge Types : 5
Mentions : 3002
Retweet : 2518
MentionsInRetweet : 4439
Tweet : 1530
Replies to : 86
Self-Loops : 1676
Reciprocated Vertex Pair Ratio : 0.046341877440163
Reciprocated Edge Ratio : 0.0885788449059053
Connected Components : 732
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 2302
Maximum Edges in a Connected Component : 9244
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.921751
Graph Density : 0.000434496911928096
Modularity : 0.446631
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 3,767 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 Tuesday, 28 April 2020 at 00:29 UTC.
The requested start date was Sunday, 26 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, 8-hour, 50-minute period from Wednesday, 22 April 2020 at 15:10 UTC to Sunday, 26 April 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:
[385] gt,gt [329] customer,experience [312] #cx,#customerexperience [200] enricomolinari,#ehealth [150] #customerexperience,#cx [145] #ai,#iot [110] ty,mashable [110] mashable,enricomolinari [107] need,#robot [107] #robot,head Top Word Pairs in Tweet in G1:
[129] gt,gt [53] #cx,#technology [48] #cx,#fintech [46] #ai,#4ir [46] #4ir,#futureofwork [46] #fintech,#behavioraleconomics [44] #ai,#iot [44] #customerexperience,#cx [42] #cx,#customerexperience [42] enricomolinari,#ehealth Top Word Pairs in Tweet in G2:
[158] enricomolinari,#ehealth [90] #ai,#iot [88] #cx,#customerexperience [87] ty,mashable [87] mashable,enricomolinari [86] need,#robot [86] #robot,head [86] head,massage [86] massage,ty [86] ty,startupselfieco Top Word Pairs in Tweet in G3:
[63] customer,experience [35] #cx,#customerexperience [26] #customerexperience,#cx [25] #custserv,#cx [22] #customerexperience,#customerservice [21] #cx,#cctr [21] #cctr,#callcenter [21] #callcenter,#contactcenter [21] #contactcenter,#customerexperience [21] #customerservice,#custexp Top Word Pairs in Tweet in G4:
[70] customer,experience [51] #custexp,#cx [46] #custserv,#cx [40] customer,service [37] #cx,#cctr [35] #customerexperience,#cx [34] covid,19 [32] #customerexperience,#customerservice [31] #cx,#customerexperience [30] #cctr,#callcenter Top Word Pairs in Tweet in G5:
[25] #cx,#customerdrivengrowth [22] customer,experience [21] #customerdrivengrowth,#businessgrowth [20] #covid,19 [14] double,down [14] success,times [14] times,crisis [12] down,empathy [12] tips,#cx [12] #cx,success Top Word Pairs in Tweet in G6:
[25] clients,vs [25] vs,users [25] users,think [25] think,final [25] final,users [25] users,perspective [25] perspective,matters [25] matters,importantly [25] importantly,understand [24] startgrowthhack,clients Top Word Pairs in Tweet in G7:
[11] #cx,#customerexperience [8] #customerexperience,#experienciadecliente [7] customer,experience [6] help,improve [4] thecxmagazine,analyst [4] analyst,joana [4] joana,quintanilha [4] quintanilha,emphasises [4] emphasises,understanding [4] understanding,customer Top Word Pairs in Tweet in G8:
[140] gt,gt [34] gt,stratandbiz [33] ways,enhance [33] enhance,human [33] human,#cx [33] #cx,novel [33] novel,#coronavirus [33] #coronavirus,forces [33] forces,people [33] people,#digital Top Word Pairs in Tweet in G9:
[12] gt,gt [8] customer,service [7] tune,webinar [7] webinar,outsystems [7] outsystems,world [7] world,examples [7] examples,customers [7] customers,transforming [7] transforming,customer [7] service,experiences Top Word Pairs in Tweet in G10:
[55] make,better [55] better,informed [55] informed,decision [51] connection,matter [51] matter,distance [51] distance,feeling [51] feeling,#cx [51] #cx,one [51] one,change [51] change,direction Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: