The graph represents a network of 1,229 Twitter users whose recent tweets contained "custexp", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 2956-day, 23-hour, 40-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Saturday, 14 January 2023 at 21:14 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 : 1229
Unique Edges : 1182
Edges With Duplicates : 7527
Total Edges : 8709
Number of Edge Types : 8
Mentions : 2497
Retweet : 1571
MentionsInRetweet : 2117
Tweet : 2189
Quote : 86
MentionsInQuote : 82
MentionsInReplyTo : 113
Replies to : 54
Self-Loops : 2575
Reciprocated Vertex Pair Ratio : 0.0709642470205851
Reciprocated Edge Ratio : 0.132524026302479
Connected Components : 68
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 1049
Maximum Edges in a Connected Component : 8296
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.466794
Graph Density : 0.00130995512890171
Modularity : 0.179781
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,229 Twitter users whose recent tweets contained "custexp", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 2956-day, 23-hour, 40-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Saturday, 14 January 2023 at 21:14 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 : custexp
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:
[1192] #custexp,#cx [771] #custserv,#custexp [742] #customerexperience,#custexp [709] #cx,#custserv [681] customer,experience [375] #cxmanagement,#customerexperience [282] #ex,#rox [282] #cx,#custexp [276] #designthinking,#infinitejourneys [260] #defi,#daos Top Word Pairs in Tweet in G1:
[232] #custexp,#cx [72] #custserv,#custexp [56] customer,experience [41] customer,service [38] cx,journey [32] #cx,#custexp [26] #custexp,#custserv [24] cmswire,#custexp [22] employee,experience [20] improve,customer Top Word Pairs in Tweet in G2:
[183] latest,#custexp [183] #cx,#customerexperience [183] #custexp,today [143] today,thanks [40] today,#cx [4] thanks,contextu_al [4] #customerexperience,#custexp [4] thanks,mentalmarketer [3] thanks,softclouds [2] thanks,mary_gambara Top Word Pairs in Tweet in G3:
[629] #cx,#custserv [608] #custserv,#custexp [372] customer,experience [274] #designthinking,#infinitejourneys [272] #ex,#rox [259] #defi,#daos [253] #hx,#xr [235] #daos,#nfts [219] #xr,#ar [216] #ar,#vr Top Word Pairs in Tweet in G4:
[739] #custexp,#cx [688] #customerexperience,#custexp [358] #cxmanagement,#customerexperience [184] customer,experience [91] cx,leader [84] leader,year [61] cx,job [61] cx,leaders [61] job,week [58] customer,experiences Top Word Pairs in Tweet in G5:
[187] #custexp,#cxm [187] #customerexperience,#cx [187] content,#cem [187] soundings,source [187] #custserv,dusentio [187] #cx,content [187] dusentio,soundings [187] #cxm,#custserv [187] source,best [187] best,#cx Top Word Pairs in Tweet in G6:
[29] #custserv,#custexp [11] #custexp,#cx [11] source,2022 [9] experience,report [9] customer,service [9] digital,first [9] report,nice_cx [9] #custexp,#custserv [9] customer,experience [9] 2022,digital Top Word Pairs in Tweet in G7:
[17] #custserv,#custexp [10] customer,web [10] customer,experience [9] #custexp,#cctr [9] web,portal [8] #custexp,#custserv [6] agile,enterprise [6] foster,networking [6] visualization,communication [6] networking,enable Top Word Pairs in Tweet in G8:
[63] user,experience [29] assure,spend [29] gain,more [29] time,#innovate [29] time,worrying [29] spend,less [29] maintenance,gain [29] more,time [29] finacle,assure [29] #innovate,learn Top Word Pairs in Tweet in G9:
[63] #custexp,#cx [41] #b2b,#b2c [39] #sales,#marketing [39] #b2c,#b2g [34] #startup,#startups [33] #marketing,#sales [27] #abm,#startup [26] #b2g,#abm [19] #cx,#custserv [16] #marketingstrategy,#salesstrategy Top Word Pairs in Tweet in G10:
[19] customer,expectations [16] industry,privacy [16] organizations,exceed [16] marketing,technology [16] solution,organizations [16] exceed,customer [16] technology,solution [16] right,marketing [16] expectations,industry [14] modern,customer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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: