The graph represents a network of 1,240 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, 29 May 2022 at 02:52 UTC.
The requested start date was Sunday, 29 May 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, 38-minute period from Sunday, 15 May 2022 at 00:03 UTC to Friday, 27 May 2022 at 07:42 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 : 1240
Unique Edges : 1335
Edges With Duplicates : 3884
Total Edges : 5219
Number of Edge Types : 5
Replies to : 1334
Mentions : 1395
MentionsInRetweet : 1131
Retweet : 806
Tweet : 553
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.201465201465201
Reciprocated Edge Ratio : 0.335365853658537
Connected Components : 75
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 541
Maximum Edges in a Connected Component : 3493
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.121419
Graph Density : 0.00128094977739592
Modularity : 0.285291
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,240 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, 29 May 2022 at 02:52 UTC.
The requested start date was Sunday, 29 May 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, 38-minute period from Sunday, 15 May 2022 at 00:03 UTC to Friday, 27 May 2022 at 07:42 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:
[641] #cx,#custserv [458] #custserv,#ex [442] #ex,#rox [299] #rox,#experienceeconomy [237] #customerexperience,#retail [237] #retail,#custserv [204] #defi,#daos [197] #daos,#nfts [190] top,rating [189] rating,#customerexperience Top Word Pairs in Tweet in G1:
[159] full,name [94] name,email [84] chat,soon [82] order,number [80] billing,address [78] email,address [76] please,dm [73] sorry,hear [68] dm,full [68] understand,concern Top Word Pairs in Tweet in G2:
[567] #cx,#custserv [453] #custserv,#ex [437] #ex,#rox [298] #rox,#experienceeconomy [204] #defi,#daos [197] #daos,#nfts [185] #infinitejourneys,#designthinking [133] #experienceeconomy,#futureofwork [129] #futureback,#infinitejourneys [115] #designthinking,#defi Top Word Pairs in Tweet in G3:
[67] #custserv,chat [31] year,#custserv [30] fastest,hour [30] hour,twitter [30] 13th,year [30] customer,service [29] consumers,pros [29] twitter,13th [29] pm,pt [28] pros,fastest Top Word Pairs in Tweet in G4:
[18] service,#socialpromoedutech [18] #socialpromoedutech,#yourpromoedutecheacademy [18] #yourpromoedutecheacademy,#influencerpromotion [12] together,win [12] win,service [10] grazytgrazynatt,influencerprom1 [10] grazytgrazynatt,together [9] influencerprom1,ai_miami [9] ai_miami,peterleah18 [9] peterleah18,heroldbarton Top Word Pairs in Tweet in G5:
[237] #customerexperience,#retail [237] #retail,#custserv [190] top,rating [189] rating,#customerexperience [82] feedback,#customerexperience [19] #customerexperience,#burger [19] #burger,#custserv [8] wa,top [7] nsw,top [6] nsw,feedback Top Word Pairs in Tweet in G6:
[8] #cx,#custserv [8] #cctr,#custserv [7] #custserv,#cx [6] #cx,#contactcenter [5] #contactcenter,#customerservice [4] customer,support [4] #customerservice,#customersuccess [4] #customersuccess,#customerexperience [4] #customerexperience,#callcenter [3] way,always Top Word Pairs in Tweet in G7:
[13] #custserv,#customerservice [12] #cctr,#contactcenter [11] #contactcenter,#custserv [9] #crm,#cctr [8] #customerservice,#cx [2] #cx,#custserv [2] #cctr,offering [2] offering,ooma [2] ooma,ooma [2] ooma,launches Top Word Pairs in Tweet in G8:
[48] host,cashier [41] bob,evans [41] evans,restaurants [26] apply,today [18] #host,#custserv [15] click,apply [15] apply,host [14] latest,job [14] see,latest [14] #custserv,#hostess Top Word Pairs in Tweet in G9:
[41] #cx,#custserv [26] #custserv,#custexp [12] customer,experience [11] callcentrehelp,#cctr [11] #cctr,#custserv [10] contact,centre [9] mycustomer,#cx [9] customer,service [8] callcentrehelp,#cx [8] genesys,#cx Top Word Pairs in Tweet in G10:
[14] garghive,hm_custserv [11] hm_custserv,droz [9] droz,dr_shriyansjain [6] sarthakpant,garghive [3] chessearentboi,sarthakpant [3] sarthakpant,hm_custserv [2] fedegoatverde,garghive [2] over,over [2] dr_shriyansjain,please [2] please,help 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 G6:
Top Replied-To in G7:
Top Replied-To in G10:
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: