The graph represents a network of 1,341 Twitter users whose tweets in the requested range contained "custserv", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 July 2022 at 02:52 UTC.
The requested start date was Sunday, 10 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 12-day, 7-hour, 15-minute period from Sunday, 26 June 2022 at 00:23 UTC to Friday, 08 July 2022 at 07:39 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1341
Unique Edges : 1420
Edges With Duplicates : 3940
Total Edges : 5360
Number of Edge Types : 5
Replies to : 1462
Mentions : 1573
Retweet : 799
MentionsInRetweet : 998
Tweet : 528
Self-Loops : 544
Reciprocated Vertex Pair Ratio : 0.207701283547258
Reciprocated Edge Ratio : 0.343961352657005
Connected Components : 73
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1153
Maximum Edges in a Connected Component : 5021
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.563368
Graph Density : 0.00115195832915957
Modularity : 0.283701
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,341 Twitter users whose tweets in the requested range contained "custserv", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 July 2022 at 02:52 UTC.
The requested start date was Sunday, 10 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 12-day, 7-hour, 15-minute period from Sunday, 26 June 2022 at 00:23 UTC to Friday, 08 July 2022 at 07:39 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : custserv
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:
[628] #cx,#custserv [485] #custserv,#ex [438] #ex,#rox [288] #rox,#experienceeconomy [212] #customerexperience,#retail [212] #retail,#custserv [203] top,rating [202] rating,#customerexperience [192] full,name [150] #experienceeconomy,#futureofwork Top Word Pairs in Tweet in G1:
[192] full,name [106] name,email [105] order,number [105] billing,address [93] please,dm [92] email,address [91] happy,help [82] chat,soon [82] send,dm [81] understand,concern Top Word Pairs in Tweet in G2:
[555] #cx,#custserv [482] #custserv,#ex [435] #ex,#rox [285] #rox,#experienceeconomy [149] #experienceeconomy,#futureofwork [132] #defi,#daos [128] #daos,#nfts [127] #infinitejourneys,#designthinking [126] #futureofwork,#futureback [106] #futureback,#infinitejourneys Top Word Pairs in Tweet in G3:
[41] #cx,#custserv [31] #custserv,#custexp [15] #custserv,chat [13] fastest,hour [13] hour,twitter [12] customer,service [11] callcentrehelp,#cx [11] customer,experience [11] consumers,pros [11] pros,fastest Top Word Pairs in Tweet in G4:
[48] #custserv,chat [39] social,media [38] customer,service [24] marshacollier,gregortbach [21] fastest,hour [21] hour,twitter [19] consumers,pros [19] pros,fastest [19] twitter,13th [19] 13th,year Top Word Pairs in Tweet in G5:
[212] #customerexperience,#retail [212] #retail,#custserv [203] top,rating [202] rating,#customerexperience [62] feedback,#customerexperience [27] #customerexperience,#burger [27] #burger,#custserv [10] congrats,lowes [8] #customerexperience,#food [8] #food,#custserv Top Word Pairs in Tweet in G6:
[20] recognizing,customers [20] customers,expect [20] expect,more [20] more,one [20] one,thing [20] thing,updating [20] updating,company [20] company,approach [20] approach,#custserv [20] #custserv,another Top Word Pairs in Tweet in G7:
[8] #customerexperience,#cx [6] #csm,#customerexperience [6] #csm,#custserv [6] impact,#cx [5] #customerservice,#csm [4] #cx,#customerservice [4] webinar,importance [4] importance,customer [4] customer,engagement [4] engagement,eskerinc Top Word Pairs in Tweet in G8:
[35] bob,evans [35] evans,restaurants [30] host,cashier [25] apply,today [15] cashier,#custserv [15] #custserv,#host [15] #custserv,#hostess [13] #host,#custserv [12] great,fit [11] daily,conversation Top Word Pairs in Tweet in G10:
[2] wanderingstarz1,grazytgrazynatt [2] grazytgrazynatt,this_t_is_hot [2] this_t_is_hot,sweetsexy_39 [2] sweetsexy_39,onlygod85908339 [2] onlygod85908339,lovingublue [2] lovingublue,queenscorpio93 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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: