The graph represents a network of 1,910 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, 14 February 2021 at 02:05 UTC.
The requested start date was Sunday, 14 February 2021 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, 7-hour, 33-minute period from Sunday, 31 January 2021 at 01:02 UTC to Saturday, 13 February 2021 at 08:36 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 : 1910
Unique Edges : 2469
Edges With Duplicates : 4863
Total Edges : 7332
Number of Edge Types : 5
Replies to : 1659
Mentions : 1907
Retweet : 1036
MentionsInRetweet : 2136
Tweet : 594
Self-Loops : 644
Reciprocated Vertex Pair Ratio : 0.173355263157895
Reciprocated Edge Ratio : 0.295486403139893
Connected Components : 132
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 6721
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.51632
Graph Density : 0.000978281438981512
Modularity : 0.366525
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,910 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, 14 February 2021 at 02:05 UTC.
The requested start date was Sunday, 14 February 2021 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, 7-hour, 33-minute period from Sunday, 31 January 2021 at 01:02 UTC to Saturday, 13 February 2021 at 08:36 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:
[319] customer,service [229] full,name [180] name,email [159] #cx,#custserv [149] order,number [132] please,dm [127] #promoedutech,#influencerpromotion [120] #yourplatformwiththeheart,#promoedutech [111] #yourmustread,#influencerpromotion [104] #ai,#iot Top Word Pairs in Tweet in G1:
[229] full,name [180] name,email [149] order,number [132] please,dm [102] sorry,hear [89] speak,soon [88] dm,full [84] send,dm [82] hm_custserv,hi [80] email,address Top Word Pairs in Tweet in G2:
[118] customer,service [64] #cx,#custserv [52] #custserv,chat [50] #custserv,#cx [32] customer,experience [31] #customerservice,#custserv [29] #custserv,#custexp [27] twitter,#custserv [26] hour,twitter [25] always,right Top Word Pairs in Tweet in G3:
[127] #promoedutech,#influencerpromotion [120] #yourplatformwiththeheart,#promoedutech [111] #yourmustread,#influencerpromotion [104] #ai,#iot [102] #influencerpromotion,#ai [101] #influencerpromotion,#topcasestudy [99] cybersecurity,#promoedutech [95] #iot,#tech [88] serve,humanity [88] humanity,cybersecurity Top Word Pairs in Tweet in G4:
[18] #cx,#custserv [16] #cctr,#custserv [14] #custserv,#custexp [9] customer,service [9] pelorus,associates [9] dick,bucci [8] #covid,19 [7] #custserv,#wfh [7] bucci,pelorus [7] believes,verint Top Word Pairs in Tweet in G5:
[21] customer,service [15] #custserv,#customerexperience [13] #customerservice,#training [13] #training,#custserv [13] #customerexperience,#callcenter [13] #callcenter,#businesssuccess [13] #businesssuccess,#communication [13] #communication,#trainingprogram [13] #trainingprogram,#elearning [13] #elearning,#employeedevelopment Top Word Pairs in Tweet in G6:
[78] customer,service [36] #cx,#custserv [29] customer,experience [24] #custserv,#cx [15] dash,digital [15] #custserv,#custexp [15] #custexp,#cx [15] callcentrehelp,#cx [14] service,trends [13] empathy,customer Top Word Pairs in Tweet in G7:
[20] customer,service [8] contact,center [7] service,longer [6] rethinking,customer [6] longer,weakest [6] weakest,link [6] link,customer's [6] customer's,journey [5] #cctr,#custserv [5] service,initiatives Top Word Pairs in Tweet in G8:
[13] #saas,#custserv [12] free,trial [12] trial,users [12] users,convert [12] convert,paid [12] paid,customers [12] customers,others [12] others,cancel [12] cancel,moment [12] moment,trial Top Word Pairs in Tweet in G9:
[66] #customerexperience,#retail [66] #retail,#custserv [58] top,rating [55] rating,#customerexperience [14] feedback,#customerexperience [13] nsw,top [6] vic,top [4] qld,top [3] rating,#custserv [3] hill,nsw Top Word Pairs in Tweet in G10:
[13] frustrated,people [13] people,#onholdwith [13] others,more [13] more,#custserv [2] #onholdwith,hrblock 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 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: