The graph represents a network of 1,277 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 2978-day, 2-hour, 6-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Saturday, 04 February 2023 at 23:40 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 : 1277
Unique Edges : 1242
Edges With Duplicates : 7628
Total Edges : 8870
Number of Edge Types : 8
Retweet : 1534
MentionsInRetweet : 2096
Replies to : 60
MentionsInReplyTo : 137
Mentions : 2679
Quote : 93
MentionsInQuote : 99
Tweet : 2172
Self-Loops : 2570
Reciprocated Vertex Pair Ratio : 0.0664589823468328
Reciprocated Edge Ratio : 0.124634858812074
Connected Components : 72
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1098
Maximum Edges in a Connected Component : 8499
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.521284
Graph Density : 0.00126054649047655
Modularity : 0.179582
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,277 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 04:16 UTC.
The tweets in the network were tweeted over the 2978-day, 2-hour, 6-minute period from Wednesday, 10 December 2014 at 21:34 UTC to Saturday, 04 February 2023 at 23:40 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:
[1219] #custexp,#cx [783] #customerexperience,#custexp [734] #custserv,#custexp [663] customer,experience [653] #cx,#custserv [390] #cxmanagement,#customerexperience [290] #cx,#custexp [267] #ex,#rox [264] #designthinking,#infinitejourneys [258] #defi,#daos Top Word Pairs in Tweet in G1:
[195] latest,#custexp [195] #custexp,today [195] #cx,#customerexperience [155] today,thanks [40] 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:
[185] #custexp,#cx [65] #custserv,#custexp [22] cmswire,#custexp [14] customer,experience [13] forbes,#custexp [12] #customerexperience,#custserv [12] #cxm,#custexp [12] customer,service [11] care,big [11] #customerservice,#customerexperience Top Word Pairs in Tweet in G3:
[784] #custexp,#cx [724] #customerexperience,#custexp [363] #cxmanagement,#customerexperience [219] customer,experience [168] #cx,#custserv [130] #custserv,#custexp [110] #ex,#rox [96] #defi,#daos [91] #hx,#xr [89] cx,leader Top Word Pairs in Tweet in G4:
[201] #customerexperience,#cx [200] #custserv,dusentio [200] #cxm,#custserv [200] source,best [200] #custexp,#cxm [200] #cx,content [200] #cem,#custexp [200] best,#cx [200] content,#cem [200] dusentio,soundings Top Word Pairs in Tweet in G5:
[218] #custserv,#custexp [208] #cx,#custserv [200] customer,experience [190] #designthinking,#infinitejourneys [160] #defi,#daos [154] #hx,#xr [151] #daos,#nfts [149] #ex,#rox [148] #ai,#ia [138] #xr,#ar Top Word Pairs in Tweet in G6:
[38] customer,experience [34] #custexp,#cx [27] #cx,#custexp [24] cx,journey [21] #custexp,#custserv [20] customer,service [14] #customerexperience,#customerservice [12] journey,mapping [12] #customerservice,#custexp [12] gt,gt Top Word Pairs in Tweet in G7:
[236] #custserv,#custexp [236] #cx,#custserv [66] customer,experience [58] genesys,#cx [18] customerthink,#cx [17] customer,service [14] #custexp,#custserv [14] #custserv,#cctr [13] contact,center [11] mycustomer,#cx Top Word Pairs in Tweet in G8:
[37] customer,experience [34] #cx,#custexp [33] voice,customer [32] #custexp,#custserv [25] customer,feedback [23] #custexp,#cx [17] markhollyoake,alanthom90 [15] #customercentricity,means [15] series,discussions [14] co,founder Top Word Pairs in Tweet in G9:
[28] #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 [11] customer,web [9] #custexp,#cctr [9] web,portal [9] customer,experience [6] portal,find [6] need,customer [6] reasons,need [6] #custexp,#custserv [6] find,#custserv 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: