The graph represents a network of 2,656 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 1838-day, 7-hour, 35-minute period from Tuesday, 06 February 2018 at 17:15 UTC to Sunday, 19 February 2023 at 00:50 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 : 2656
Unique Edges : 2437
Edges With Duplicates : 9979
Total Edges : 12416
Number of Edge Types : 8
Tweet : 1207
Mentions : 3298
Retweet : 2375
MentionsInRetweet : 3818
Quote : 128
MentionsInReplyTo : 819
MentionsInQuote : 645
Replies to : 126
Self-Loops : 3411
Reciprocated Vertex Pair Ratio : 0.0423330197554092
Reciprocated Edge Ratio : 0.0812274368231047
Connected Components : 652
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 1403
Maximum Edges in a Connected Component : 10381
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.967934
Graph Density : 0.000471377033557961
Modularity : 0.260487
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,656 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 1838-day, 7-hour, 35-minute period from Tuesday, 06 February 2018 at 17:15 UTC to Sunday, 19 February 2023 at 00:50 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:
[1472] #healthtech,#smartcity [1469] #smartcity,#5g [1467] #csuite,#digitalhealth [1463] #digitalhealth,#web3 [1459] #datascientist,#csuite [1453] #web3,#cx [1453] #5g,#datascientist [1440] #vive2023,#healthtech [1429] #cx,#ehealth [948] chidambara09,#vive2023 Top Word Pairs in Tweet in G1:
[50] customer,experience [33] #customerexperience,#cx [28] #cx,#customerexperience [17] #ux,#cx [15] specialized,platform [15] revenue,emerging [15] providers,#cx [15] #isgproviderlens,report [15] #banking,customers [15] future,proof Top Word Pairs in Tweet in G2:
[240] #iot,#iiot [136] #ai,#ml [100] iotpractitioner,iotslam [97] #iiot,#iotpl [97] #tech,#emergingtech [97] #iotpl,#iotcl [84] iotcommunity,iotchannel [75] iotchannel,iotcommunity [58] iotchannel,iotpractitioner [57] #iiot,#iotcl Top Word Pairs in Tweet in G3:
[1458] #healthtech,#smartcity [1454] #csuite,#digitalhealth [1451] #digitalhealth,#web3 [1449] #smartcity,#5g [1446] #datascientist,#csuite [1441] #5g,#datascientist [1437] #web3,#cx [1428] #vive2023,#healthtech [1418] #cx,#ehealth [939] chidambara09,#vive2023 Top Word Pairs in Tweet in G4:
[30] award,#cxawards23 [24] #cx,#cxnews [24] winning,best [22] #cxnews,#ccaas [18] #awards,#techawards [17] well,done [15] #cx,#awards [14] achievement,well [13] platform,award [13] customer,experience Top Word Pairs in Tweet in G5:
[130] #cx,#custserv [126] #ar,#vr [124] #xr,#ar [118] #hx,#xr [88] #defi,#daos [85] #daos,#nfts [68] #vr,#web3 [67] #ai,#ia [51] #designthinking,#infinitejourneys [49] #nfts,#designthinking Top Word Pairs in Tweet in G6:
[22] enterprise,connect [21] learn,more [19] best,enterprise [18] five9,ceo [16] #ai,#cx [15] gt,gt [14] customer,experience [12] contact,center [10] rgareiss,ceo [10] ceo,rgareiss Top Word Pairs in Tweet in G7:
[31] customer,experience [21] #cx,#customerexperience [20] experience,management [13] value,index [12] 2023,customer [11] management,value [10] #cx,#valueindex [9] human,touch [8] insights,ventanaresearch [8] #ai,#cx Top Word Pairs in Tweet in G8:
[27] customer,experience [14] #customerexperience,#cx [8] latest,customer [8] daily,thanks [7] read,more [7] #cx,#customerexperience [6] impact,vision [6] more,gt [6] #cx,acceptable [6] make,year Top Word Pairs in Tweet in G9:
[14] turning,customer [14] results,premier [14] insights,results [14] verint,#speechanalytics [14] relies,verint [14] bankcard,relies [14] #cx,#customerengagement [14] premier,bankcard [14] #speechanalytics,gain [14] customer,insights Top Word Pairs in Tweet in G10:
[54] multiple,platforms [54] read,dominos [54] integrates,customer [54] platforms,increase [54] increase,efficiency [54] dominos,integrates [54] delivering,data [54] #data,multiple [54] customer,#data [54] data,read Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: