The graph represents a network of 3,348 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, 06 September 2021 at 00:15 UTC.
The requested start date was Sunday, 05 September 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, 19-hour, 53-minute period from Wednesday, 01 September 2021 at 04:06 UTC to Sunday, 05 September 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 : 3348
Unique Edges : 3740
Edges With Duplicates : 12007
Total Edges : 15747
Number of Edge Types : 5
Retweet : 4732
MentionsInRetweet : 6639
Tweet : 1715
Mentions : 2580
Replies to : 81
Self-Loops : 1918
Reciprocated Vertex Pair Ratio : 0.0382592928377153
Reciprocated Edge Ratio : 0.0736989172196996
Connected Components : 684
Single-Vertex Connected Components : 434
Maximum Vertices in a Connected Component : 2149
Maximum Edges in a Connected Component : 13907
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.660748
Graph Density : 0.000510987388981163
Modularity : 0.318491
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 3,348 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, 06 September 2021 at 00:15 UTC.
The requested start date was Sunday, 05 September 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, 19-hour, 53-minute period from Wednesday, 01 September 2021 at 04:06 UTC to Sunday, 05 September 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:
[1750] #100daysofcode,#bigdata [1699] #socialmedia,#100daysofcode [1491] #bigdata,#womenwhocode [1402] #womenwhocode,#python [1174] #python,#flutter [833] #javascript,#github [704] #lowcode,#javascript [656] #github,#nodejs [594] #nodejs,#cybersecurity [511] #cybersecurity,#devops Top Word Pairs in Tweet in G1:
[71] customer,experience [36] #customerexperience,#cx [30] scott,mckain [30] playing,distinction [30] distinction,radio [30] radio,join [30] join,cutting [30] cutting,edge [30] edge,ideas [30] ideas,#cx Top Word Pairs in Tweet in G2:
[52] #customerexperience,#cx [48] #cx,#custserv [48] #cx,#ex [46] customer,experience [32] cx,journey [30] #cx,#customerexperience [28] #ex,#xm [25] customer,service [22] #custexp,#cx [20] #cx,#custexp Top Word Pairs in Tweet in G3:
[1503] #100daysofcode,#bigdata [1461] #socialmedia,#100daysofcode [1282] #bigdata,#womenwhocode [1206] #womenwhocode,#python [1020] #python,#flutter [698] #javascript,#github [580] #lowcode,#javascript [546] #github,#nodejs [505] #nodejs,#cybersecurity [434] #cybersecurity,#devops Top Word Pairs in Tweet in G4:
[164] #100daysofcode,#bigdata [159] #socialmedia,#100daysofcode [136] #bigdata,#womenwhocode [130] #womenwhocode,#python [104] #python,#flutter [69] #javascript,#github [63] #lowcode,#javascript [56] #github,#nodejs [46] #nodejs,#cybersecurity [42] #customerexperience,#cx Top Word Pairs in Tweet in G5:
[110] cx,summit [104] five9,cx [101] join,five9 [82] contact,center [81] ronald_vanloon,genefamurphy [80] reimagining,#customerexperience [80] #customerexperience,#cloud [80] #cloud,data [80] data,#ai [80] #ai,ronald_vanloon Top Word Pairs in Tweet in G6:
[20] future,#cx [20] #cx,ultimately [20] ultimately,making [20] making,customer [20] customer,interaction [20] interaction,matter [20] matter,join [20] 16,10 [20] 10,00 [20] 00,pt Top Word Pairs in Tweet in G7:
[25] customer,experience [16] #cx,#customerexperience [8] #customerexperience,#cx [6] customer,service [6] experience,data [6] data,driven [6] driven,great [6] great,good [6] good,data [6] data,#cx Top Word Pairs in Tweet in G8:
[30] #custexp,#cx [23] #marketing,#sales [19] #cx,#customerexperience [18] #marketingtwitter,#salestwitter [16] #edtech,#elearning [16] #cx,#custexp [12] #salestwitter,#producttwitter [11] #b2b,#b2c [10] #sales,#bizdev [10] #teachers,#students Top Word Pairs in Tweet in G9:
[24] #cxnews,#cx [21] #cx,#customerexperience [14] customer,experience [11] cxtodaynews,posted [10] join,verint [10] verint,sept [10] sept,speakers [10] speakers,keeping [10] keeping,#cx [10] #cx,strong Top Word Pairs in Tweet in G10:
[25] customer,experience [15] #quote,#cx [13] current,state [13] state,#cx [12] gartner,analyst [12] #cx,programs [11] #marketers,face [11] face,executing [10] programs,today [9] re,excited 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 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: