The graph represents a network of 1,471 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, 17 April 2022 at 02:42 UTC.
The requested start date was Sunday, 17 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 13-day, 6-hour, 17-minute period from Sunday, 03 April 2022 at 00:58 UTC to Saturday, 16 April 2022 at 07:15 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 : 1471
Unique Edges : 1523
Edges With Duplicates : 5509
Total Edges : 7032
Number of Edge Types : 5
Mentions : 2005
Replies to : 1471
Retweet : 1124
MentionsInRetweet : 1697
Tweet : 735
Self-Loops : 765
Reciprocated Vertex Pair Ratio : 0.181993259508907
Reciprocated Edge Ratio : 0.307942973523422
Connected Components : 106
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 1250
Maximum Edges in a Connected Component : 6495
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.185985
Graph Density : 0.00113532836656076
Modularity : 0.274298
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,471 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, 17 April 2022 at 02:42 UTC.
The requested start date was Sunday, 17 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 13-day, 6-hour, 17-minute period from Sunday, 03 April 2022 at 00:58 UTC to Saturday, 16 April 2022 at 07:15 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:
[928] #cx,#custserv [762] #custserv,#ex [738] #ex,#rox [525] #rox,#experienceeconomy [327] #experienceeconomy,#futureofwork [327] #infinitejourneys,#designthinking [311] #defi,#daos [306] #daos,#nfts [249] #futureofwork,#futureback [246] #designthinking,#defi Top Word Pairs in Tweet in G1:
[101] full,name [92] sorry,hear [71] order,number [70] please,dm [64] send,dm [55] chat,soon [54] name,email [53] speak,soon [49] email,address [46] please,send Top Word Pairs in Tweet in G2:
[823] #cx,#custserv [745] #custserv,#ex [721] #ex,#rox [512] #rox,#experienceeconomy [327] #infinitejourneys,#designthinking [317] #experienceeconomy,#futureofwork [311] #defi,#daos [306] #daos,#nfts [249] #futureofwork,#futureback [246] #designthinking,#defi Top Word Pairs in Tweet in G3:
[73] #custserv,chat [49] customer,service [34] marshacollier,gregortbach [30] year,#custserv [29] fastest,hour [29] hour,twitter [29] twitter,13th [29] 13th,year [29] pm,pt [27] consumers,pros Top Word Pairs in Tweet in G4:
[34] #promoedutech,#influencerpromotion [29] #socialpromoedutech,ðÿž [29] ðÿž,#yourpromoedutecheacademy [27] grazytgrazynatt,influencerprom1 [27] #ai,#iot [26] #yourmustread,#influencerpromotion [26] #influencerpromotion,#topcasestudy [26] #yourplatformwiththeheart,#promoedutech [26] #influencerpromotion,#ai [24] µðÿ,ðÿÿ Top Word Pairs in Tweet in G5:
[219] #customerexperience,#retail [219] #retail,#custserv [189] top,rating [187] rating,#customerexperience [72] feedback,#customerexperience [22] #customerexperience,#burger [21] #burger,#custserv [8] southend,sea [8] qld,top [8] congrats,lowes Top Word Pairs in Tweet in G6:
[32] host,cashier [32] bob,evans [32] evans,restaurants [29] #custserv,#attemployee [19] apply,today [16] #custserv,#hostess [15] #custserv,#cx [15] contact,center [13] #custserv,#host [13] latest,job Top Word Pairs in Tweet in G7:
[30] brief,#bss [30] #bss,#5g [30] #5g,enterprise [30] enterprise,#cx [30] #cx,csps [30] csps,advance [30] advance,enterprise [30] enterprise,#customer360 [30] #customer360,#experience [29] sallyeaves,brief Top Word Pairs in Tweet in G8:
[15] #custserv,#customerservice [14] #cctr,#contactcenter [12] #crm,#cctr [12] #contactcenter,#custserv [10] #cctr,#custserv [10] #custserv,#cx [10] #customerservice,#cx [9] #cx,#contactcenter [9] #contactcenter,#customerservice [9] #customerservice,#customersuccess Top Word Pairs in Tweet in G9:
[37] #cx,#custserv [22] #custserv,#custexp [14] #cctr,#custserv [13] callcentrehelp,#cctr [9] genesys,#cx [8] customer,service [7] callcentrehelp,#cx [6] customer,experience [5] #custexp,#cx [5] #custserv,#customerservice Top Word Pairs in Tweet in G10:
[7] customer,service [6] build,customer [6] service,bots [6] bots,using [6] using,chatbotcom [6] chatbotcom,help [6] help,users [6] users,visiting [6] visiting,store [6] store,#chatbots 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 G8:
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: