The graph represents a network of 1,309 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, 24 April 2022 at 02:55 UTC.
The requested start date was Sunday, 24 April 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, 7-minute period from Sunday, 10 April 2022 at 00:01 UTC to Friday, 22 April 2022 at 07:09 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 : 1309
Unique Edges : 1342
Edges With Duplicates : 4143
Total Edges : 5485
Number of Edge Types : 5
Replies to : 1196
Mentions : 1579
Tweet : 627
Retweet : 847
MentionsInRetweet : 1236
Self-Loops : 650
Reciprocated Vertex Pair Ratio : 0.172140430351076
Reciprocated Edge Ratio : 0.293719806763285
Connected Components : 95
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 619
Maximum Edges in a Connected Component : 4074
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.48252
Graph Density : 0.00120899068551524
Modularity : 0.298392
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,309 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, 24 April 2022 at 02:55 UTC.
The requested start date was Sunday, 24 April 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, 7-minute period from Sunday, 10 April 2022 at 00:01 UTC to Friday, 22 April 2022 at 07:09 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:
[733] #cx,#custserv [572] #custserv,#ex [550] #ex,#rox [416] #rox,#experienceeconomy [262] #infinitejourneys,#designthinking [244] #defi,#daos [235] #daos,#nfts [217] #experienceeconomy,#futureofwork [203] #customerexperience,#retail [203] #retail,#custserv Top Word Pairs in Tweet in G1:
[99] full,name [77] sorry,hear [74] order,number [63] please,dm [60] name,email [55] send,dm [51] dm,full [49] speak,soon [44] email,address [44] hm_custserv,hi Top Word Pairs in Tweet in G2:
[622] #cx,#custserv [557] #custserv,#ex [535] #ex,#rox [408] #rox,#experienceeconomy [262] #infinitejourneys,#designthinking [244] #defi,#daos [235] #daos,#nfts [211] #experienceeconomy,#futureofwork [174] #futureofwork,#futureback [171] #designthinking,#defi Top Word Pairs in Tweet in G3:
[25] #promoedutech,#influencerpromotion [21] #influencerpromotion,#topcasestudy [21] #ai,#iot [20] #yourplatformwiththeheart,#promoedutech [20] #influencerpromotion,#ai [19] #socialpromoedutech,#yourpromoedutecheacademy [18] #yourmustread,#influencerpromotion [18] #iot,#tech [16] #yourpromoedutecheacademy,#influencerpromotion [16] #influencerpromotion,#promoedutech Top Word Pairs in Tweet in G4:
[53] #custserv,chat [40] customer,service [26] year,#custserv [25] fastest,hour [25] hour,twitter [25] twitter,13th [25] 13th,year [24] pm,pt [23] pt,topic [20] consumers,pros Top Word Pairs in Tweet in G5:
[203] #customerexperience,#retail [203] #retail,#custserv [175] top,rating [174] rating,#customerexperience [64] feedback,#customerexperience [19] #customerexperience,#burger [18] #burger,#custserv [6] southend,sea [6] congrats,lowes [5] sea,feedback Top Word Pairs in Tweet in G6:
[51] bob,evans [51] evans,restaurants [42] host,cashier [29] apply,today [25] #custserv,#attemployee [22] #hostess,#custserv [20] #custserv,#hostess [17] #host,#custserv [14] recommend,anyone [14] anyone,job Top Word Pairs in Tweet in G7:
[29] #cx,#custserv [19] #custserv,#custexp [11] #custserv,#customerservice [10] callcentrehelp,#cctr [10] #cctr,#custserv [9] customer,service [8] #cctr,#contactcenter [7] contact,centre [7] callcentrehelp,#cx [7] genesys,#cx Top Word Pairs in Tweet in G8:
[34] brief,#bss [34] #bss,#5g [34] #5g,enterprise [34] enterprise,#cx [34] #cx,csps [34] csps,advance [34] advance,enterprise [34] enterprise,#customer360 [34] #customer360,#experience [33] sallyeaves,brief Top Word Pairs in Tweet in G9:
[54] #cx,#custserv [54] #custserv,#custexp [54] #custexp,#stevepappas [46] episode,#129 [46] #129,joe [46] joe,welu [46] welu,fintech [46] fintech,cx [46] cx,leader [46] leader,totalexpertinc Top Word Pairs in Tweet in G10:
[15] #cctr,#custserv [11] #cx,#contactcenter [11] #custserv,#cx [10] #contactcenter,#customerservice [10] #customerservice,#customersuccess [10] #customersuccess,#customerexperience [10] #customerexperience,#callcenter [4] executive,interview [4] interview,lumenvox [4] lumenvox,founder 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 G7:
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: