The graph represents a network of 4,101 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, 21 June 2021 at 00:07 UTC.
The requested start date was Sunday, 20 June 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 4-day, 11-hour, 16-minute period from Tuesday, 15 June 2021 at 12:44 UTC to Sunday, 20 June 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 : 4101
Unique Edges : 4661
Edges With Duplicates : 10495
Total Edges : 15156
Number of Edge Types : 5
Mentions : 3860
Replies to : 112
Retweet : 3686
MentionsInRetweet : 5574
Tweet : 1924
Self-Loops : 2015
Reciprocated Vertex Pair Ratio : 0.0491212257773772
Reciprocated Edge Ratio : 0.0936426116838488
Connected Components : 852
Single-Vertex Connected Components : 527
Maximum Vertices in a Connected Component : 2601
Maximum Edges in a Connected Component : 12796
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.903286
Graph Density : 0.000415365675236855
Modularity : 0.394992
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,101 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, 21 June 2021 at 00:07 UTC.
The requested start date was Sunday, 20 June 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 4-day, 11-hour, 16-minute period from Tuesday, 15 June 2021 at 12:44 UTC to Sunday, 20 June 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:
[680] #javascript,#github [603] fire_star_news,#firestarnews [540] #firestarnews,#cybersecurity [539] customer,experience [463] #github,#nodejs [461] #lowcode,#javascript [384] #nocode,#lowcode [337] #datascience,#ai [327] #nodejs,#cybersecurity [322] #devops,#100daysofcode Top Word Pairs in Tweet in G1:
[65] popular,#websites [65] #websites,#internet [65] #internet,1993 [65] 1993,larrykim [65] larrykim,#emergingtech [65] #emergingtech,#socialmedia [65] #socialmedia,#digitaltransformation [59] mvollmer1,popular [59] #digitaltransformation,#ec [52] customer,experience Top Word Pairs in Tweet in G2:
[118] customer,experience [65] #cx,#customerexperience [46] #customerexperience,#cx [36] cutting,edge [36] personal,professional [35] scott,mckain [35] playing,distinction [35] distinction,radio [35] radio,join [35] join,cutting Top Word Pairs in Tweet in G3:
[640] #javascript,#github [584] fire_star_news,#firestarnews [525] #firestarnews,#cybersecurity [435] #lowcode,#javascript [431] #github,#nodejs [364] #nocode,#lowcode [304] #nodejs,#cybersecurity [304] #devops,#100daysofcode [300] #datascience,#ai [220] #cybersecurity,#devops Top Word Pairs in Tweet in G4:
[89] customer,experience [39] customer,service [38] #cx,#customerexperience [21] kendalrodgers_,cxexcellence [19] #customerexperience,#cx [18] #custexp,#cx [17] #custserv,#cx [17] experience,world [16] sprinklr's,ipo [16] ipo,mean Top Word Pairs in Tweet in G5:
[109] gt,gt [98] #cx,#contactcenter [62] gt,#cx [48] customer,experience [40] #ai,#cx [36] contact,center [36] enlighten,ai [28] gt,#ai [25] check,first [20] nice,enlighten Top Word Pairs in Tweet in G6:
[17] gave,kred [17] kred,#influence [17] customer,experience [13] technology,improve [13] improve,customer [13] experience,barriers [13] barriers,stand [13] stand,way [13] way,surveyed [13] surveyed,400 Top Word Pairs in Tweet in G7:
[26] customer,experience [22] #cx,#customerexperience [14] #customerexperience,#cx [11] #customerexperience,#customerexperiencemanagement [11] #customerexperiencemanagement,#experienciadecliente [10] #cx,expert [8] google,amazon [8] amazon,walmart [8] walmart,msretail [8] msretail,facebook Top Word Pairs in Tweet in G8:
[11] #custexp,#cx [8] nyike,surveyed [8] surveyed,spoken [8] spoken,many [8] many,cios [8] cios,over [8] over,last [8] last,year [8] year,two [8] two,messages Top Word Pairs in Tweet in G9:
[13] #cx,#digital [12] acquire,sykes_global [11] re,thrilled [11] thrilled,announce [11] announce,sitel [11] sitel,group [11] group,acquire [11] sykes_global,agreement [11] agreement,projected [11] projected,complete Top Word Pairs in Tweet in G10:
[25] #estonia,#baltics [22] #designthinking,#productmanagement [22] cx,journey [22] #customerexperience,#cx [19] #productmanagement,#estonia [18] #baltics,#latvia [16] #latvia,#lithuania [15] customer,experience [13] #lithuania,#inskillzcommunity [12] click,link 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 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: