The graph represents a network of 1,276 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 2984-day, 19-hour, 15-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Saturday, 11 February 2023 at 16:49 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 : 1276
Unique Edges : 1225
Edges With Duplicates : 7653
Total Edges : 8878
Number of Edge Types : 8
Mentions : 2727
Retweet : 1523
MentionsInRetweet : 2090
Tweet : 2159
MentionsInQuote : 98
Quote : 91
MentionsInReplyTo : 132
Replies to : 58
Self-Loops : 2555
Reciprocated Vertex Pair Ratio : 0.0652400835073069
Reciprocated Edge Ratio : 0.122488975992161
Connected Components : 75
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1093
Maximum Edges in a Connected Component : 8495
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.539813
Graph Density : 0.00125453316122687
Modularity : 0.179212
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,276 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 2984-day, 19-hour, 15-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Saturday, 11 February 2023 at 16:49 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:
[1232] #custexp,#cx [786] #customerexperience,#custexp [715] #custserv,#custexp [665] customer,experience [637] #cx,#custserv [396] #cxmanagement,#customerexperience [292] #cx,#custexp [263] #ex,#rox [258] #designthinking,#infinitejourneys [256] #defi,#daos Top Word Pairs in Tweet in G1:
[199] latest,#custexp [199] #custexp,today [199] #cx,#customerexperience [158] today,thanks [41] today,#cx [7] #customerexperience,#custexp [5] thanks,mentalmarketer [5] #custexp,#cx [4] #cxmanagement,#customerexperience [4] thanks,contextu_al Top Word Pairs in Tweet in G2:
[187] #custexp,#cx [62] #custserv,#custexp [21] cmswire,#custexp [14] customer,experience [13] forbes,#custexp [12] customer,service [12] #customerexperience,#custserv [12] #cxm,#custexp [11] care,big [11] #customerservice,#customerexperience Top Word Pairs in Tweet in G3:
[796] #custexp,#cx [731] #customerexperience,#custexp [371] #cxmanagement,#customerexperience [223] customer,experience [166] #cx,#custserv [128] #custserv,#custexp [110] #ex,#rox [96] #defi,#daos [91] #hx,#xr [88] cx,leader Top Word Pairs in Tweet in G4:
[205] #customerexperience,#cx [204] #custserv,dusentio [204] #cxm,#custserv [204] source,best [204] #custexp,#cxm [204] #cx,content [204] #cem,#custexp [204] best,#cx [204] content,#cem [204] dusentio,soundings Top Word Pairs in Tweet in G5:
[214] #custserv,#custexp [204] #cx,#custserv [196] customer,experience [187] #designthinking,#infinitejourneys [158] #defi,#daos [152] #hx,#xr [151] #daos,#nfts [147] #ai,#ia [145] #ex,#rox [138] #xr,#ar Top Word Pairs in Tweet in G6:
[40] customer,experience [35] #custexp,#cx [30] #cx,#custexp [23] cx,journey [21] #custexp,#custserv [20] customer,service [14] #customerexperience,#customerservice [12] #customerservice,#custexp [12] gt,gt [12] journey,mapping Top Word Pairs in Tweet in G7:
[37] #cx,#custexp [36] customer,experience [33] #custexp,#custserv [33] voice,customer [24] customer,feedback [23] #custexp,#cx [18] markhollyoake,alanthom90 [15] #customercentricity,means [15] series,discussions [14] #customercentricity,corner Top Word Pairs in Tweet in G8:
[227] #custserv,#custexp [226] #cx,#custserv [62] customer,experience [57] genesys,#cx [18] customerthink,#cx [16] customer,service [12] contact,center [12] #custexp,#custserv [12] #custserv,#cctr [11] mycustomer,#cx Top Word Pairs in Tweet in G9:
[27] #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 G10:
[18] #custserv,#custexp [10] customer,web [9] #custexp,#cctr [9] web,portal [9] customer,experience [6] portal,find [6] need,customer [6] reasons,need [6] find,#custserv [6] #cctr,#b2b Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: