The graph represents a network of 1,294 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 04:17 UTC.
The tweets in the network were tweeted over the 2992-day, 2-hour, 45-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Sunday, 19 February 2023 at 00:19 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 : 1294
Unique Edges : 1238
Edges With Duplicates : 7625
Total Edges : 8863
Number of Edge Types : 8
Mentions : 2790
Retweet : 1478
MentionsInRetweet : 2047
Tweet : 2168
MentionsInQuote : 96
Quote : 90
MentionsInReplyTo : 134
Replies to : 60
Self-Loops : 2571
Reciprocated Vertex Pair Ratio : 0.0672529746508019
Reciprocated Edge Ratio : 0.126030053320407
Connected Components : 74
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1112
Maximum Edges in a Connected Component : 8475
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.548919
Graph Density : 0.00123300951144613
Modularity : 0.187802
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,294 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 04:17 UTC.
The tweets in the network were tweeted over the 2992-day, 2-hour, 45-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Sunday, 19 February 2023 at 00:19 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:
[1263] #custexp,#cx [806] #customerexperience,#custexp [691] #custserv,#custexp [664] customer,experience [607] #cx,#custserv [406] #cxmanagement,#customerexperience [294] #cx,#custexp [245] #defi,#daos [239] #designthinking,#infinitejourneys [239] #ex,#rox Top Word Pairs in Tweet in G1:
[368] #custserv,#custexp [330] #cx,#custserv [293] #custexp,#cx [242] #defi,#daos [240] customer,experience [235] #designthinking,#infinitejourneys [227] #ex,#rox [225] #hx,#xr [221] #daos,#nfts [201] #xr,#ar Top Word Pairs in Tweet in G2:
[204] latest,#custexp [204] #cx,#customerexperience [204] #custexp,today [164] today,thanks [40] today,#cx [8] #customerexperience,#custexp [6] thanks,mentalmarketer [6] #custexp,#cx [5] #cxmanagement,#customerexperience [4] thanks,contextu_al Top Word Pairs in Tweet in G3:
[809] #custexp,#cx [753] #customerexperience,#custexp [384] #cxmanagement,#customerexperience [193] customer,experience [88] cx,leader [81] leader,year [71] cx,leaders [67] customer,service [63] apply,below [60] more,info Top Word Pairs in Tweet in G4:
[210] #customerexperience,#cx [209] #custserv,dusentio [209] #cxm,#custserv [209] source,best [209] #custexp,#cxm [209] #cx,content [209] #cem,#custexp [209] best,#cx [209] content,#cem [209] dusentio,soundings Top Word Pairs in Tweet in G5:
[45] customer,experience [25] #custexp,#custserv [24] #custexp,#cx [24] #cx,#custexp [20] customer,service [13] #custserv,#cctr [9] #cx,#customerexperience [9] experience,organization [9] #customerexperience,#custexp [9] european,customer Top Word Pairs in Tweet in G6:
[37] #cx,#custexp [35] customer,experience [33] #custexp,#custserv [32] voice,customer [23] customer,feedback [22] #custexp,#cx [18] markhollyoake,alanthom90 [15] #customercentricity,corner [15] #customercentricity,means [15] series,discussions Top Word Pairs in Tweet in G7:
[225] #cx,#custserv [223] #custserv,#custexp [59] customer,experience [56] genesys,#cx [18] customerthink,#cx [14] customer,service [13] contact,center [11] mycustomer,#cx [8] customer,loyalty [8] experience,#cx Top Word Pairs in Tweet in G8:
[26] #custserv,#custexp [11] source,2022 [10] #custexp,#cx [9] experience,report [9] customer,service [9] digital,first [9] report,nice_cx [9] customer,experience [9] 2022,digital [9] first,customer Top Word Pairs in Tweet in G9:
[98] #custexp,#stevepappas [84] #cx,#custexp [58] user,experience [54] #stevepappas,#cxconnoisseur [53] #custexp,#cx [34] #cxconnoisseur,#strategy [32] customer,experience [32] #b2b,#b2c [29] #customerloyalty,#marketing [29] #b2c,#b2g Top Word Pairs in Tweet in G10:
[19] #custserv,#custexp [10] customer,web [10] web,portal [10] customer,experience [9] #custexp,#cctr [7] #custexp,#custserv [6] need,customer [6] #cctr,#b2b [6] portal,find [6] reasons,need Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: