The graph represents a network of 2,730 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 3526-day, 20-hour, 58-minute period from Monday, 17 June 2013 at 04:01 UTC to Sunday, 12 February 2023 at 01:00 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 : 2730
Unique Edges : 2474
Edges With Duplicates : 9541
Total Edges : 12015
Number of Edge Types : 9
Retweet : 2254
MentionsInRetweet : 3631
Tweet : 1350
Mentions : 3455
MentionsInQuote : 461
Quote : 94
Replies to : 124
MentionsInReplyTo : 628
MentionsInQuoteReply : 18
Self-Loops : 3602
Reciprocated Vertex Pair Ratio : 0.0407454200884397
Reciprocated Edge Ratio : 0.0783004552352049
Connected Components : 683
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 1486
Maximum Edges in a Connected Component : 9888
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.016884
Graph Density : 0.000442271787086738
Modularity : 0.270727
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,730 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 01:13 UTC.
The tweets in the network were tweeted over the 3526-day, 20-hour, 58-minute period from Monday, 17 June 2013 at 04:01 UTC to Sunday, 12 February 2023 at 01:00 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:
[1452] #healthtech,#smartcity [1451] #smartcity,#5g [1450] #csuite,#digitalhealth [1449] #datascientist,#csuite [1447] #vive2023,#healthtech [1447] #5g,#datascientist [1442] #web3,#cx [1440] #digitalhealth,#web3 [1437] #cx,#ehealth [928] chidambara09,#vive2023 Top Word Pairs in Tweet in G1:
[1442] #healthtech,#smartcity [1441] #smartcity,#5g [1440] #csuite,#digitalhealth [1439] #datascientist,#csuite [1437] #vive2023,#healthtech [1437] #5g,#datascientist [1430] #digitalhealth,#web3 [1428] #web3,#cx [1427] #cx,#ehealth [918] chidambara09,#vive2023 Top Word Pairs in Tweet in G2:
[80] customer,experience [45] #customerexperience,#cx [34] #cx,#customerexperience [27] learn,more [21] customer,service [20] contact,centers [17] earn,more [17] stand,earn [17] call,centers [16] cutting,edge Top Word Pairs in Tweet in G3:
[115] #cx,#custserv [110] #ar,#vr [110] #defi,#daos [108] #xr,#ar [105] #hx,#xr [98] #virtualworld,#gamefi [95] #gamefi,#3d [70] customer,experience [67] #vr,#web3 [67] #daos,#nfts Top Word Pairs in Tweet in G4:
[21] #cx,#ex [20] customer,experience [19] napa,valley [17] 27,28 [12] latest,customer [11] #cx,#customerexperience [11] march,27 [10] 28,napa [10] leaders,around [10] globe,register Top Word Pairs in Tweet in G5:
[39] mikequindazzi,#ai [27] #ux,#cx [27] #cx,#digitaltransformation [25] #ai,#wearables [25] #wearables,#ux [18] artificial,intelligence [11] #banking,#fintech [10] enhance,data [10] data,analysis [10] research,industry Top Word Pairs in Tweet in G6:
[31] management,value [31] value,index [25] #customerjourneys,#cx [24] ventanaresearch,#cx [23] #cx,#customerengagement [22] #cx,management [22] verint,earns [22] index,#customerjourneys [22] exemplary,nod [22] earns,exemplary Top Word Pairs in Tweet in G7:
[19] #cxnews,#ccaas [19] #cx,#cxnews [11] cx,awards [7] awards,2023 [5] maintain,human [5] need,apply [5] companies,need [5] centric,approach [5] apply,right [5] skill,sets Top Word Pairs in Tweet in G8:
[27] gt,gt [12] early,bird [10] code,throwback [9] better,#cx [8] improve,customer [8] bird,rate [8] world,ai [8] ai,hall [8] super,early [8] visit,five9 Top Word Pairs in Tweet in G9:
[4] improve,customer [4] communication,merci [4] customer,experience [4] #ideedesortie,#cx [3] leading,telecommunications [3] forces,sudatel [3] telecommunications,provider [3] sudatel,leading [3] #sudan,strategic [3] proud,join Top Word Pairs in Tweet in G10:
[13] #cx,#ex [9] #ex,#cx [7] #contactcenter,analysts [7] 8x8,#contactcenter [7] next,big [7] thought,leaders [7] calling,next [7] big,tech [7] focus,investment [7] increased,focus 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: