The graph represents a network of 1,857 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, 21 March 2021 at 02:31 UTC.
The requested start date was Sunday, 21 March 2021 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, 8-hour, 29-minute period from Sunday, 07 March 2021 at 00:09 UTC to Saturday, 20 March 2021 at 08:38 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 : 1857
Unique Edges : 2376
Edges With Duplicates : 5027
Total Edges : 7403
Number of Edge Types : 5
Replies to : 1519
Mentions : 1636
Retweet : 1191
MentionsInRetweet : 2433
Tweet : 624
Self-Loops : 692
Reciprocated Vertex Pair Ratio : 0.14266929651545
Reciprocated Edge Ratio : 0.249712313003452
Connected Components : 116
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 1605
Maximum Edges in a Connected Component : 6967
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.056611
Graph Density : 0.00100853248658385
Modularity : 0.373383
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,857 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, 21 March 2021 at 02:31 UTC.
The requested start date was Sunday, 21 March 2021 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, 8-hour, 29-minute period from Sunday, 07 March 2021 at 00:09 UTC to Saturday, 20 March 2021 at 08:38 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:
[298] customer,service [259] #yourplatformwiththeheart,#promoedutech [229] #cx,#custserv [182] #promoedutech,#influencerpromotion [170] full,name [131] #ai,#iot [125] name,email [115] #influencerpromotion,#ai [107] please,dm [103] order,number Top Word Pairs in Tweet in G1:
[170] full,name [125] name,email [107] please,dm [103] order,number [87] sorry,hear [81] hm_custserv,hi [77] chat,soon [74] home,address [67] email,address [61] send,dm Top Word Pairs in Tweet in G2:
[109] customer,service [72] #cx,#custserv [64] #customerservice,#custserv [58] #custserv,#cx [40] customer,experience [25] #custserv,#hospitality [22] #custserv,#customerexperience [22] #cx,#custexp [22] steve,curtin [22] #custserv,#defusingangrycustomers Top Word Pairs in Tweet in G3:
[253] #yourplatformwiththeheart,#promoedutech [177] #promoedutech,#influencerpromotion [128] #ai,#iot [112] #influencerpromotion,#ai [80] #iot,#tech [79] needs,#cybersecurity [71] #influencerpromotion,#topcasestudy [63] #yourmustread,#influencerpromotion [58] #world,needs [58] #cybersecurity,#ecofriendly Top Word Pairs in Tweet in G4:
[69] #custserv,chat [31] customer,service [29] fastest,hour [29] hour,twitter [29] twitter,#custserv [29] chat,pm [29] pm,pt [28] 11th,year [28] pt,topic [27] year,fastest Top Word Pairs in Tweet in G5:
[58] #cx,#custserv [28] #custserv,#custexp [18] customer,service [16] #contactcenter,#custserv [14] #cctr,#contactcenter [14] customer,experience [13] #custserv,#cx [13] #crm,#cctr [12] contact,center [9] #cctr,#custserv Top Word Pairs in Tweet in G6:
[24] #digitaltransformation,changes [24] changes,future [24] future,#business [24] #business,antgrasso [24] antgrasso,indrivoit [23] andrewincontact,#digitaltransformation [23] #digital,reshape [23] reshape,full [23] full,modern [23] modern,enterprise Top Word Pairs in Tweet in G7:
[55] buscamos,chica [55] chica,pasado [55] pasado,viernes [55] viernes,día [55] día,doce [55] doce,cayó [55] cayó,galería [55] galería,ccairesur [55] ccairesur,importante [55] importante,cantidad Top Word Pairs in Tweet in G8:
[53] #cx,#custserv [42] #customerservice,#customersupport [42] #customersupport,#cx [41] #custserv,#data [40] #data,#datamigration [34] #datamigration,#helpdesk [13] great,#custserv [12] customer,experience [12] #custserv,helpscout [12] helpscout,gt Top Word Pairs in Tweet in G9:
[13] bob,evans [13] evans,restaurants [12] host,cashier [10] customer,service [10] apply,today [9] #cx,#custserv [7] webinar,tomorrow [7] tomorrow,intelligent [7] intelligent,machines [7] machines,change Top Word Pairs in Tweet in G10:
[92] #customerexperience,#retail [92] #retail,#custserv [79] top,rating [79] rating,#customerexperience [23] feedback,#customerexperience [11] nsw,top [5] qld,top [3] #customerexperience,#burger [3] #burger,#custserv [3] nsw,feedback 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 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: