The graph represents a network of 3,204 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, 27 September 2021 at 00:17 UTC.
The requested start date was Sunday, 26 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, 9-hour, 46-minute period from Wednesday, 22 September 2021 at 14:14 UTC to Sunday, 26 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 : 3204
Unique Edges : 3262
Edges With Duplicates : 16233
Total Edges : 19495
Number of Edge Types : 5
Mentions : 2504
Replies to : 69
Retweet : 5128
MentionsInRetweet : 10351
Tweet : 1443
Self-Loops : 1656
Reciprocated Vertex Pair Ratio : 0.0342992312241277
Reciprocated Edge Ratio : 0.0663236134934248
Connected Components : 665
Single-Vertex Connected Components : 405
Maximum Vertices in a Connected Component : 1960
Maximum Edges in a Connected Component : 17333
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.96462
Graph Density : 0.000511283312344116
Modularity : 0.24673
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,204 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, 27 September 2021 at 00:17 UTC.
The requested start date was Sunday, 26 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, 9-hour, 46-minute period from Wednesday, 22 September 2021 at 14:14 UTC to Sunday, 26 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:
[1523] #tech,#cloud [1490] #digital,#tech [1432] #cloud,#ai [1122] #ai,#datascience [1102] enilev,betamoroney [859] #datascience,#finserv [762] #machinelearning,#bigdata [716] #socialmedia,#100daysofcode [678] #100daysofcode,#bigdata [483] #bigdata,#womenwhocode Top Word Pairs in Tweet in G1:
[57] customer,experience [38] #cx,#customerexperience [26] #customerexperience,#cx [21] #cx,#customersuccess [19] learn,more [15] customer,service [14] customer,experiences [13] #cx,#customerservice [10] customer,journey [10] #cx,#marketing Top Word Pairs in Tweet in G2:
[1516] #tech,#cloud [1484] #digital,#tech [1401] #cloud,#ai [1116] #ai,#datascience [1101] enilev,betamoroney [854] #datascience,#finserv [743] #machinelearning,#bigdata [708] #socialmedia,#100daysofcode [670] #100daysofcode,#bigdata [475] #bigdata,#womenwhocode Top Word Pairs in Tweet in G3:
[63] artificial,intelligence [60] intelligence,helped [60] helped,retailers [60] retailers,analyze [60] analyze,automated [60] automated,information [60] information,bring [60] bring,industry [60] industry,closer [60] closer,ultimate Top Word Pairs in Tweet in G4:
[58] #cx,#customerexperience [53] customer,experience [27] #customerexperience,#cx [27] scott,mckain [27] playing,distinction [27] distinction,radio [27] radio,join [27] join,cutting [27] cutting,edge [27] edge,ideas Top Word Pairs in Tweet in G5:
[46] customer,experience [18] tune,#oraclelive [18] #oraclelive,demand [18] demand,hear [18] hear,oracle's [18] oracle's,larry [18] larry,ellison [18] ellison,shares [18] shares,reimagined [18] reimagined,future Top Word Pairs in Tweet in G6:
[30] #cx,#customerexperience [26] #cxnews,#cx [19] cxtodaynews,posted [18] contact,center [15] #cx,#contactcenter [14] gt,gt [13] customer,experience [10] customer,service [9] #cx,#ai [9] employee,#customerexperience Top Word Pairs in Tweet in G7:
[37] 68,customers [37] customers,#covid19 [37] #covid19,changed [37] changed,way [37] way,interact [37] interact,businesses [37] businesses,cmswire [37] cmswire,describes [37] describes,business [37] business,leaders Top Word Pairs in Tweet in G8:
[25] #business,#innovation [24] #startup,#business [24] #innovation,#technology [21] #technology,#ai [21] #ai,#retail [20] #retail,#investment [18] #investment,#datascience [18] #datascience,#markets [16] #digital,#digitalmarketing [16] #digitalmarketing,#digitaltransformation Top Word Pairs in Tweet in G9:
[9] #cx,#customerexperience [8] #customerexperience,#customerexperiencemanagement [7] acerca,#congresodec [7] #congresodec,congreso [7] congreso,internacional [7] internacional,#experienciadecliente [7] #experienciadecliente,reunirá [7] reunirá,profesionales [6] asociacion_dec,acerca [6] profesionales,#c Top Word Pairs in Tweet in G10:
[10] customer,experience [9] learn,deliver [9] deliver,hyper [9] hyper,personalized [9] personalized,experiences [9] experiences,customers [9] customers,respecting [9] respecting,privacy [9] privacy,trust [9] trust,compliance 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: