The graph represents a network of 2,852 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 00:14 UTC.
The tweets in the network were tweeted over the 1866-day, 6-hour, 35-minute period from Tuesday, 06 February 2018 at 17:15 UTC to Saturday, 18 March 2023 at 23:51 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 : 2852
Unique Edges : 2746
Edges With Duplicates : 10321
Total Edges : 13067
Number of Edge Types : 9
Retweet : 2169
MentionsInRetweet : 3946
Mentions : 3407
Tweet : 1439
Quote : 109
MentionsInQuote : 767
Replies to : 168
MentionsInReplyTo : 1055
MentionsInQuoteReply : 7
Self-Loops : 3576
Reciprocated Vertex Pair Ratio : 0.0470011534025375
Reciprocated Edge Ratio : 0.0897824290828973
Connected Components : 684
Single-Vertex Connected Components : 480
Maximum Vertices in a Connected Component : 1665
Maximum Edges in a Connected Component : 11028
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.369945
Graph Density : 0.000446559682560141
Modularity : 0.269001
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,852 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 00:14 UTC.
The tweets in the network were tweeted over the 1866-day, 6-hour, 35-minute period from Tuesday, 06 February 2018 at 17:15 UTC to Saturday, 18 March 2023 at 23:51 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:
[1039] #healthtech,#smartcity [1036] #web3,#cx [1035] #csuite,#digitalhealth [1035] #datascientist,#csuite [1033] #digitalhealth,#web3 [1031] #vive2023,#healthtech [939] #smartcity,#dataviz [939] #dataviz,#datascientist [592] chidambara09,#vive2023 [535] #cx,#ehe Top Word Pairs in Tweet in G1:
[74] customer,experience [41] #cx,#customerexperience [38] #customerexperience,#cx [22] contact,center [20] learn,more [17] customer,service [16] #ux,#cx [15] customer,experiences [15] read,more [11] #cx,#ux Top Word Pairs in Tweet in G2:
[1028] #healthtech,#smartcity [1024] #web3,#cx [1024] #csuite,#digitalhealth [1024] #datascientist,#csuite [1022] #digitalhealth,#web3 [1020] #vive2023,#healthtech [936] #dataviz,#datascientist [936] #smartcity,#dataviz [581] chidambara09,#vive2023 [531] #cx,#ehe Top Word Pairs in Tweet in G3:
[49] learn,more [46] award,winners [43] metristar,award [42] winners,congratulations [38] gt,gt [29] contact,center [28] self,service [28] metrigy,announced [20] register,#cxnation [19] #cx,#cxnews Top Word Pairs in Tweet in G4:
[184] #cx,#custserv [116] #xr,#ar [114] #ar,#vr [100] #designthinking,#infinitejourneys [98] #virtualworld,#gamefi [96] #gamefi,#3d [90] #hx,#xr [86] #ai,#ia [83] #custserv,#employeeexperience [80] #defi,#daos Top Word Pairs in Tweet in G5:
[10] #ai,#cx [6] #ai,#machinelearning [6] customer,experience [5] #cx,thanks [5] digital,media [5] latest,vip [5] service,daily [5] vip,service [5] hey,customer [5] experience,news Top Word Pairs in Tweet in G6:
[17] #fintech,#finserv [17] #cx,cc [12] #innovation,#cx [11] #banking,#fintech [9] banking,#embeddedfinance [9] ploberman,dharmeshmistry [9] enter,embedded [9] #finserv,#cx [9] embedded,banking [9] cc,ledaglyptis Top Word Pairs in Tweet in G7:
[25] winds,down [24] great,company [24] #disneyworld50,waltdisneyworld [24] down,always [24] delight,showcase [24] #tech,#disneyworld50 [24] always,great [24] waltdisneyworld,winds [24] showcase,#tech [23] sallyeaves,delight Top Word Pairs in Tweet in G8:
[9] strategy,summit [9] edition,cx [9] cx,strategy [9] 12th,edition [6] mumbai,register [6] summit,awards [6] maratha,mumbai [6] #cx,#ai [6] #ubsfcx,#customerexperience [6] awards,2023 Top Word Pairs in Tweet in G9:
[34] four,#customerexperience [34] challenges,#cx [34] #cx,leaders [34] leaders,solve [34] #customerexperience,challenges [32] solve,#engagementcapacitygap [27] #engagementcapacitygap,#customerfeedback [25] verint,blog [25] #customerfeedback,#hiring [24] #hiring,#digital Top Word Pairs in Tweet in G10:
[18] customer,service [16] future,customer [11] language,processing [11] natural,language [11] customer,experience [8] #cx,innovation [7] rise,natural [7] learn,more [6] service,rise [5] stars,list 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 G7:
Top Replied-To in G8:
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: