The graph represents a network of 1,699 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, 25 December 2022 at 03:50 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 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, 14-minute period from Sunday, 11 December 2022 at 01:01 UTC to Saturday, 24 December 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 : 1699
Unique Edges : 1766
Edges With Duplicates : 3555
Total Edges : 5321
Number of Edge Types : 5
Replies to : 1928
Mentions : 1381
Retweet : 467
MentionsInRetweet : 870
Tweet : 675
Self-Loops : 715
Reciprocated Vertex Pair Ratio : 0.217183770883055
Reciprocated Edge Ratio : 0.356862745098039
Connected Components : 88
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 943
Maximum Edges in a Connected Component : 2794
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.396344
Graph Density : 0.000883912174486343
Modularity : 0.34245
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,699 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, 25 December 2022 at 03:50 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 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, 14-minute period from Sunday, 11 December 2022 at 01:01 UTC to Saturday, 24 December 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:
[470] #cx,#custserv [435] #hx,#xr [414] #ar,#vr [339] #daos,#nfts [338] #defi,#daos [333] #xr,#ar [264] full,name [260] #virtualworld,#gamefi [249] #designthinking,#infinitejourneys [230] #vr,#web3 Top Word Pairs in Tweet in G1:
[264] full,name [194] name,email [182] order,number [168] please,dm [156] email,address [155] billing,address [149] dm,full [129] sorry,hear [120] speak,soon [84] chat,soon Top Word Pairs in Tweet in G2:
[433] #hx,#xr [410] #ar,#vr [408] #cx,#custserv [336] #daos,#nfts [335] #defi,#daos [331] #xr,#ar [259] #virtualworld,#gamefi [247] #designthinking,#infinitejourneys [229] #vr,#web3 [190] #web3,#defi Top Word Pairs in Tweet in G3:
[24] grazytgrazynatt,influencerprom1 [21] #polishfrenchbretontech,#influencerpromotion [17] #influencerpromotion,#custserv [17] #socialpromoedutech,#polishfrenchbretontech [14] pestochampion,srinualme [14] srinualme,_____yo_____yo [14] vipeurope5,pestochampion [14] peterleah18,heroldbarton [14] heroldbarton,vipeurope5 [12] #fintech,#megatrends Top Word Pairs in Tweet in G4:
[20] hm,hm_custserv [18] hm_custserv,hm [12] customer,service [10] hm_custserv,hmindia [5] hmmexico,hm_custserv [4] hm_custserv,ordered [4] hm_custserv,please [3] please,help [3] delivery,person [3] hm,jagograhakjago Top Word Pairs in Tweet in G5:
[68] #retail,#custserv [68] #customerexperience,#retail [58] top,rating [56] rating,#customerexperience [30] feedback,#customerexperience [7] #burger,#custserv [7] #customerexperience,#burger [5] #food,#custserv [5] #customerexperience,#food [4] nsw,top Top Word Pairs in Tweet in G6:
[14] #custserv,#customerservice [13] please,add [13] #toronto,#scarbto [13] #linkedin,profile [13] visit,#linkedin [13] #toronto,#callcentre [13] #ontario,#custserv [13] #callcentre,#custserv [13] #management,opportunities [13] #ajax,#ontario Top Word Pairs in Tweet in G7:
[10] people,#onholdwith [10] frustrated,people [10] more,#custserv [9] others,more [2] #onholdwith,homeserveuk [2] homeserveuk,daysdyingglory [2] daysdyingglory,others Top Word Pairs in Tweet in G8:
[13] #cx,#custserv [11] company's,north [11] #cctr,#ccaas [11] experience,platform [11] forward,#cctr [11] platform,company's [11] customer,engagement [11] star,going [11] going,forward [11] #ccaas,#cx Top Word Pairs in Tweet in G9:
[15] #cctr,#custserv [13] #custserv,#cx [12] #contactcenter,#customerservice [12] #cx,#contactcenter [11] #customerexperience,#callcenter [10] #customersuccess,#customerexperience [10] #customerservice,#customersuccess [4] read,featuring [4] brendan,read [3] virgin,pulse Top Word Pairs in Tweet in G10:
[26] #cx,#custserv [15] mycustomer,#cx [11] callcentrehelp,#cx [10] 2022,mycustomer [8] mycustomer,10 [8] 10,popular [6] #cctr,#custserv [6] customer,experience [6] customer,service [6] callcentrehelp,#cctr 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 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: