The graph represents a network of 2,535 Twitter users whose recent tweets contained "#cx", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 1658-day, 5-hour, 57-minute period from Sunday, 19 August 2018 at 19:01 UTC to Sunday, 05 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2535
Unique Edges : 2359
Edges With Duplicates : 9861
Total Edges : 12220
Number of Edge Types : 8
Mentions : 3846
Retweet : 2356
MentionsInRetweet : 3413
Tweet : 1189
MentionsInQuote : 442
Quote : 83
MentionsInReplyTo : 777
Replies to : 114
Self-Loops : 3725
Reciprocated Vertex Pair Ratio : 0.0415094339622641
Reciprocated Edge Ratio : 0.0797101449275362
Connected Components : 646
Single-Vertex Connected Components : 434
Maximum Vertices in a Connected Component : 1390
Maximum Edges in a Connected Component : 10460
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.499364
Graph Density : 0.000472625546998688
Modularity : 0.24254
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,535 Twitter users whose recent tweets contained "#cx", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 1658-day, 5-hour, 57-minute period from Sunday, 19 August 2018 at 19:01 UTC to Sunday, 05 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1815] #healthtech,#smartcity [1813] #vive2023,#healthtech [1812] #csuite,#digitalhealth [1812] #digitalhealth,#web3 [1804] #datascientist,#csuite [1797] #web3,#cx [1792] #smartcity,#ata2023 [1781] #ata2023,#datascientist [1097] chidambara09,#vive2023 [751] #cx,#ehealth Top Word Pairs in Tweet in G1:
[68] customer,experience [40] #cx,#customerexperience [31] #customerexperience,#cx [18] #isgproviderlens,report [16] cutting,edge [16] earn,more [16] stand,earn [16] report,cover [16] scott,mckain [16] #sales,#leadership Top Word Pairs in Tweet in G2:
[94] #ar,#vr [89] #cx,#custserv [79] #hx,#xr [79] #xr,#ar [64] #defi,#daos [59] #custserv,#employeeexperience [59] #vr,#cx [55] #virtualworld,#gamefi [52] #designthinking,#infinitejourneys [52] #gamefi,#3d Top Word Pairs in Tweet in G3:
[184] #iot,#iiot [117] #ai,#ml [84] iotcommunity,iotchannel [75] iotpractitioner,iotslam [67] #iotpl,#iotcl [65] #tech,#emergingtech [60] iotchannel,iotcommunity [51] #iiot,#iotpl [51] #ar,#vr [43] #iotpl,#iotpremierleague Top Word Pairs in Tweet in G4:
[47] customer,experience [21] experience,management [15] #customerexperience,#cx [13] #cx,#ai [12] #cx,#cxnews [11] contact,center [10] learn,more [10] customer,journey [10] avaya,experience [10] experience,platform Top Word Pairs in Tweet in G5:
[37] #customerexperience,#cx [20] #customerservice,#customerexperience [15] customer,experience [14] trust,gap [11] tools,give [11] clear,line [11] employees,clear [11] give,employees [11] eight,tools [11] line,sight Top Word Pairs in Tweet in G6:
[1758] #healthtech,#smartcity [1756] #vive2023,#healthtech [1755] #digitalhealth,#web3 [1755] #csuite,#digitalhealth [1747] #datascientist,#csuite [1740] #web3,#cx [1736] #smartcity,#ata2023 [1725] #ata2023,#datascientist [1042] chidambara09,#vive2023 [750] #cx,#ehealth Top Word Pairs in Tweet in G7:
[24] learn,more [14] #ccaas,#ucaas [13] enterprise,connect [13] gt,gt [11] best,enterprise [10] #bigdata,#datascience [10] rates,expire [10] early,bird [10] bird,rates [9] congrats,five9 Top Word Pairs in Tweet in G8:
[20] #custexp,#cx [19] join,verint [18] notch,#cx [18] equipped,offer [18] customer,#loyalty [18] verint,speakers [18] #cx,build [18] build,customer [18] offer,top [18] speakers,march Top Word Pairs in Tweet in G9:
[16] #cx,#web3 [16] #tdx23,#salesforce [16] #salesforce,#corpgov [16] #corpgov,#csuite [15] #healthtech,#cx [14] #csuite,#saas [14] #saas,#workday [14] #workday,#healthtech [13] #banking,#fintech [9] customer,segments Top Word Pairs in Tweet in G10:
[13] customer,experience [7] experience,news [5] hey,customer [5] #ai,#fintech [5] #cx,thanks [5] #tipscx,#cx [5] #marketing,#cx [5] cliente,#cx [5] news,#tipscx [5] #ai,#cx Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: