The graph represents a network of 1,753 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 April 2021 at 02:31 UTC.
The requested start date was Sunday, 25 April 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, 7-hour, 50-minute period from Sunday, 11 April 2021 at 00:35 UTC to Saturday, 24 April 2021 at 08:25 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 : 1753
Unique Edges : 2182
Edges With Duplicates : 5444
Total Edges : 7626
Number of Edge Types : 5
Replies to : 1497
Mentions : 1782
MentionsInRetweet : 2655
Retweet : 1095
Tweet : 597
Self-Loops : 682
Reciprocated Vertex Pair Ratio : 0.157805044308112
Reciprocated Edge Ratio : 0.272593464821902
Connected Components : 100
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 1553
Maximum Edges in a Connected Component : 7155
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.36689
Graph Density : 0.00110606214525914
Modularity : 0.320284
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,753 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 April 2021 at 02:31 UTC.
The requested start date was Sunday, 25 April 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, 7-hour, 50-minute period from Sunday, 11 April 2021 at 00:35 UTC to Saturday, 24 April 2021 at 08:25 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:
[291] customer,service [272] #yourplatformwiththeheart,#promoedutech [224] #promoedutech,#influencerpromotion [201] #iot,#tech [181] #cx,#custserv [171] full,name [166] #ai,#iot [159] #tech,#data [152] #influencerpromotion,#ai [131] order,number Top Word Pairs in Tweet in G1:
[171] full,name [131] order,number [125] name,email [106] please,dm [101] chat,soon [99] sorry,hear [78] send,dm [73] home,address [73] hm_custserv,hi [65] please,send Top Word Pairs in Tweet in G2:
[105] customer,service [87] #custserv,#cx [72] #yourplatformwiththeheart,#promoedutech [68] #cx,#custserv [55] customer,experience [53] #promoedutech,#influencerpromotion [47] #custserv,chat [42] #iot,#tech [40] #ai,#iot [39] #influencerpromotion,#ai Top Word Pairs in Tweet in G3:
[71] customer,service [46] tips,avoid [46] avoid,common [46] common,pitfalls [46] pitfalls,#ai [46] #ai,customer [45] info,ingliguori [45] service,puneetmehtanyc [45] puneetmehtanyc,zendesk [44] evolution,#artificialintelligence Top Word Pairs in Tweet in G4:
[156] #yourplatformwiththeheart,#promoedutech [129] #promoedutech,#influencerpromotion [122] #iot,#tech [97] #ai,#iot [94] #tech,#data [84] #influencerpromotion,#ai [39] #influencerpromotion,#topcasestudy [38] #yourmustread,#influencerpromotion [34] invest,influence [34] influence,#yourplatformwiththeheart Top Word Pairs in Tweet in G5:
[51] customer,service [23] marshacollier,gregortbach [21] social,media [16] social,customer [15] #custserv,chat [15] marshacollier,immarkbernhardt [13] immarkbernhardt,gregortbach [12] loyal,customers [12] immarkbernhardt,marshacollier [11] next,week Top Word Pairs in Tweet in G6:
[29] bob,evans [29] evans,restaurants [28] host,cashier [22] apply,today [15] #custserv,#hostess [12] customer,service [12] #custserv,#customerexperience [12] #custserv,#host [11] #customerservice,#training [11] #training,#custserv Top Word Pairs in Tweet in G7:
[38] #cx,#custserv [15] callcentrehelp,#cx [11] #cctr,#custserv [10] customer,experiences [10] callcentrehelp,#cctr [8] contact,centre [7] customer,experience [7] covid,19 [7] #custexp,#custserv [6] #cx,#custexp Top Word Pairs in Tweet in G8:
[108] #customerexperience,#retail [108] #retail,#custserv [81] top,rating [81] rating,#customerexperience [32] feedback,#customerexperience [8] vic,top [6] vic,feedback [6] nsw,top [5] nsw,feedback [5] qld,top Top Word Pairs in Tweet in G9:
[18] #cx,#custserv [18] #custserv,#data [16] #data,#datamigration [14] #datamigration,#helpdesk [9] #customersupport,#cx [8] help,desk [7] #customerservice,#customersupport [5] data,migration [3] vs,zendesk [3] come,right Top Word Pairs in Tweet in G10:
[12] #custserv,#custexp [6] #cx,#custserv [6] #custexp,#cx [6] contact,center [5] #ai,#contactcenter [5] #callcenter,#cctr [5] #ccaas,#cloud [4] #customerexperience,#customerservice [4] #contactcenter,#cctr [4] intelligent,routing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: