The graph represents a network of 1,410 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, 18 September 2022 at 02:51 UTC.
The requested start date was Sunday, 18 September 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 12-day, 7-hour, 11-minute period from Sunday, 04 September 2022 at 00:21 UTC to Friday, 16 September 2022 at 07:33 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 : 1410
Unique Edges : 1461
Edges With Duplicates : 4950
Total Edges : 6411
Number of Edge Types : 5
Replies to : 1294
Mentions : 1878
Retweet : 1008
MentionsInRetweet : 1738
Tweet : 493
Self-Loops : 549
Reciprocated Vertex Pair Ratio : 0.123017779913503
Reciprocated Edge Ratio : 0.219084296106119
Connected Components : 75
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 1246
Maximum Edges in a Connected Component : 6089
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.566779
Graph Density : 0.00117632846594084
Modularity : 0.29613
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,410 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, 18 September 2022 at 02:51 UTC.
The requested start date was Sunday, 18 September 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 12-day, 7-hour, 11-minute period from Sunday, 04 September 2022 at 00:21 UTC to Friday, 16 September 2022 at 07:33 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:
[530] #cx,#custserv [403] #custserv,#ex [369] #ex,#rox [208] #customerexperience,#retail [208] #retail,#custserv [199] #rox,#experienceeconomy [189] top,rating [184] rating,#customerexperience [183] #defi,#daos [182] #daos,#nfts Top Word Pairs in Tweet in G1:
[153] full,name [120] email,address [96] billing,address [86] understand,concern [86] address,billing [85] happy,help [84] please,share [81] order,number [81] please,dm [79] request,please Top Word Pairs in Tweet in G2:
[67] #custserv,chat [51] customer,service [23] meet,marshacollier [23] marshacollier,author [23] author,million [23] million,books [23] books,sold [23] sold,forbes [23] forbes,top [23] top,10 Top Word Pairs in Tweet in G3:
[78] #polishfrenchbretontech,#influencerpromotion [62] grazytgrazynatt,influencerprom1 [58] #promoedutech,#influencerpromotion [54] heroldbarton,vipeurope5 [54] vipeurope5,pestochampion [54] pestochampion,srinualme [54] srinualme,_____yo_____yo [52] peterleah18,heroldbarton [42] #influencerpromotion,#custserv [39] #influencerpromotion,#topcasestudy Top Word Pairs in Tweet in G4:
[484] #cx,#custserv [402] #custserv,#ex [368] #ex,#rox [199] #rox,#experienceeconomy [183] #defi,#daos [182] #daos,#nfts [153] #experienceeconomy,#futureofwork [150] #infinitejourneys,#designthinking [145] #futureofwork,#futureback [143] #futureback,#infinitejourneys Top Word Pairs in Tweet in G5:
[208] #retail,#custserv [207] #customerexperience,#retail [189] top,rating [184] rating,#customerexperience [74] feedback,#customerexperience [27] #customerexperience,#burger [27] #burger,#custserv [10] #customerexperience,#food [10] #food,#custserv [8] vic,top Top Word Pairs in Tweet in G6:
[22] gdit,uses [22] uses,several [22] several,verint [22] verint,solutions [22] solutions,offer [22] offer,customers [22] customers,best [22] best,possible [22] possible,#cx [22] #cx,#cloud Top Word Pairs in Tweet in G7:
[11] daily,conversation [11] conversation,report [11] report,ready [11] ready,#custserv [11] #custserv,sep [7] #cx,#custserv [5] #cctr,#custserv [4] contact,center [4] customer,service [3] september,28 Top Word Pairs in Tweet in G8:
[14] #custserv,#customerservice [10] #customerservice,#cx [8] #cctr,#contactcenter [7] #crm,#cctr [7] #contactcenter,#custserv [3] egain,connects [3] connects,ibm [3] ibm,#watson [3] #watson,assistant [3] assistant,#crm Top Word Pairs in Tweet in G9:
[15] future,#ai [15] #ai,different [15] different,industries [15] industries,#bigdata [15] #bigdata,#datascience [15] #datascience,#deeplearning [14] kirkdborne,future [14] #deeplearning,#machinelearni Top Word Pairs in Tweet in G10:
[4] #customersatisfaction,#customerfeedback [3] #csm,#customersatisfaction [3] #customerrelationships,#custserv [3] #customerexperience,#cx [3] #customerservice,#csm [3] #cx,#customerservice [3] #customerexpectations,#customerjourney [3] #cx,#cxm [2] #customerservice,#infographic [2] #customersupport,#customerinteractions 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 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: