The graph represents a network of 1,458 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, 03 July 2022 at 02:52 UTC.
The requested start date was Sunday, 03 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 13-day, 7-hour, 9-minute period from Sunday, 19 June 2022 at 00:29 UTC to Saturday, 02 July 2022 at 07:38 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 : 1458
Unique Edges : 1586
Edges With Duplicates : 4220
Total Edges : 5806
Number of Edge Types : 5
Replies to : 1544
Mentions : 1514
Retweet : 883
MentionsInRetweet : 1332
Tweet : 533
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.202083333333333
Reciprocated Edge Ratio : 0.336221837088388
Connected Components : 78
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 1266
Maximum Edges in a Connected Component : 5467
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.733891
Graph Density : 0.00108647247618752
Modularity : 0.29412
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,458 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, 03 July 2022 at 02:52 UTC.
The requested start date was Sunday, 03 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 13-day, 7-hour, 9-minute period from Sunday, 19 June 2022 at 00:29 UTC to Saturday, 02 July 2022 at 07:38 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:
[632] #cx,#custserv [491] #custserv,#ex [460] #ex,#rox [295] #rox,#experienceeconomy [227] #customerexperience,#retail [227] #retail,#custserv [218] top,rating [217] rating,#customerexperience [201] full,name [145] #experienceeconomy,#futureofwork Top Word Pairs in Tweet in G1:
[201] full,name [115] billing,address [114] name,email [108] please,dm [95] dm,full [95] order,number [91] email,address [85] hm_custserv,hi [82] happy,help [82] chat,soon Top Word Pairs in Tweet in G2:
[544] #cx,#custserv [488] #custserv,#ex [457] #ex,#rox [292] #rox,#experienceeconomy [144] #experienceeconomy,#futureofwork [142] #infinitejourneys,#designthinking [141] #defi,#daos [139] #daos,#nfts [121] customer,experience [107] #futureofwork,#futureback Top Word Pairs in Tweet in G3:
[38] customer,service [38] social,media [34] #custserv,chat [17] fastest,hour [17] hour,twitter [14] marshacollier,gregortbach [12] twitter,13th [12] 13th,year [12] year,#custserv [12] social,customer Top Word Pairs in Tweet in G4:
[227] #customerexperience,#retail [227] #retail,#custserv [218] top,rating [217] rating,#customerexperience [66] feedback,#customerexperience [29] #customerexperience,#burger [29] #burger,#custserv [11] congrats,lowes [10] #customerexperience,#food [10] #food,#custserv Top Word Pairs in Tweet in G5:
[39] #cx,#custserv [25] #custserv,#custexp [14] #cctr,#custserv [13] customer,service [13] callcentrehelp,#cx [13] callcentrehelp,#cctr [10] 8x8,partners [10] using,8x8 [9] service,callcentrehelp [8] recent,business Top Word Pairs in Tweet in G6:
[13] #cctr,#contactcenter [13] #custserv,#customerservice [11] #contactcenter,#custserv [9] #crm,#cctr [7] #customerservice,#cx [6] employee,engagement [6] engagement,rage [6] rage,verint [6] verint,engage [6] engage,takeaways Top Word Pairs in Tweet in G7:
[19] #cx,#custserv [18] #custserv,#custexp [18] #custexp,#stevepappas [14] episode,#142 [14] #142,take [14] take,notes [14] notes,brian [14] brian,ahearn [14] ahearn,brianfahearn [14] brianfahearn,joined Top Word Pairs in Tweet in G8:
[12] daily,conversation [12] conversation,report [12] report,ready [12] ready,#custserv [12] #custserv,jun [8] customer,service [6] #cx,#custserv [3] #custexp,#custserv [3] #customerexperience,#custserv [3] take,effect Top Word Pairs in Tweet in G9:
[22] recognizing,customers [22] customers,expect [22] expect,more [22] more,one [22] one,thing [22] thing,updating [22] updating,company [22] company,approach [22] approach,#custserv [22] #custserv,another Top Word Pairs in Tweet in G10:
[4] #cx,read [3] customer,service [3] service,tip [3] tip,week [3] week,enjoy [3] enjoy,#custserv [3] psyched,share [3] share,minerva_cq [3] minerva_cq,first [3] first,deploy 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 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: