The graph represents a network of 1,524 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, 16 October 2022 at 02:51 UTC.
The requested start date was Sunday, 16 October 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 13-day, 7-hour, 9-minute period from Sunday, 02 October 2022 at 00:26 UTC to Saturday, 15 October 2022 at 07:36 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 : 1524
Unique Edges : 1813
Edges With Duplicates : 3708
Total Edges : 5521
Number of Edge Types : 5
Replies to : 1614
Mentions : 1610
Retweet : 739
MentionsInRetweet : 1035
Tweet : 523
Self-Loops : 545
Reciprocated Vertex Pair Ratio : 0.179932465026532
Reciprocated Edge Ratio : 0.304987735077678
Connected Components : 90
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 834
Maximum Edges in a Connected Component : 3071
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.933046
Graph Density : 0.00105383248630362
Modularity : 0.334678
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 1,524 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, 16 October 2022 at 02:51 UTC.
The requested start date was Sunday, 16 October 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 13-day, 7-hour, 9-minute period from Sunday, 02 October 2022 at 00:26 UTC to Saturday, 15 October 2022 at 07:36 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:
[556] #cx,#custserv [384] #ex,#rox [317] #hx,#xr [294] #defi,#daos [272] #ar,#vr [259] #xr,#ar [251] #custserv,#ex [244] #daos,#nfts [239] #customerexperience,#retail [238] #retail,#custserv Top Word Pairs in Tweet in G1:
[178] full,name [131] name,email [118] billing,address [107] please,dm [101] order,number [99] dm,full [91] chat,soon [91] sorry,hear [83] send,dm [82] please,send Top Word Pairs in Tweet in G2:
[494] #cx,#custserv [379] #ex,#rox [311] #hx,#xr [291] #defi,#daos [268] #ar,#vr [255] #xr,#ar [249] #custserv,#ex [242] #daos,#nfts [150] #rox,#experienceeconomy [150] #custserv,#custexp Top Word Pairs in Tweet in G3:
[15] #promoedutech,#influencerpromotion [14] grazytgrazynatt,influencerprom1 [11] #iot,#tech [11] #tech,#data [11] #ai,#iot [11] successful,time [11] time,#yourplatformwiththeheart [11] #influencerpromotion,#ai [11] #yourplatformwiththeheart,#promoedutech [11] wish,successful Top Word Pairs in Tweet in G4:
[18] hm,hm_custserv [18] hm_custserv,hmindia [8] hmindia,hm_custserv [7] hmindia,hm [7] hm_custserv,hm [6] customer,service [6] refund,money [6] order,id [5] consumerreports,jagograhakjago [4] returned,product Top Word Pairs in Tweet in G5:
[239] #customerexperience,#retail [238] #retail,#custserv [211] top,rating [205] rating,#customerexperience [88] feedback,#customerexperience [29] #customerexperience,#burger [29] #burger,#custserv [13] #food,#custserv [13] #customerexperience,#food [10] vic,top Top Word Pairs in Tweet in G6:
[43] bob,evans [43] evans,restaurants [37] host,cashier [25] apply,today [19] #custserv,#host [18] #host,#custserv [16] #hostess,#custserv [13] latest,job [13] job,opening [12] click,find Top Word Pairs in Tweet in G7:
[10] #custserv,#customerservice [7] #cctr,#contactcenter [4] #crm,#cctr [3] #mktg,#marketing [3] #crm,#mobile [3] #marketing,#martech [3] #cx,#custserv [3] #contactcenter,#custserv [3] #crm,#cx [3] #customerservice,#cctr Top Word Pairs in Tweet in G8:
[42] #cx,#custserv [31] #custserv,#custexp [11] #cctr,#custserv [11] contact,centre [11] callcentrehelp,#cctr [10] mycustomer,#cx [9] genesys,#cx [9] customer,experience [8] #customerservice,#custserv [8] customer,service Top Word Pairs in Tweet in G9:
[4] broncos,colts [2] broncos,next [2] still,craving [2] corp_custserv,coachfinesse95 [2] pleasure,watching [2] craving,more [2] week,primetime [2] folks,pleasure [2] paycheck,tonight [2] everything,earn Top Word Pairs in Tweet in G10:
[2] swedeninusa,radiosweden [2] swedense,swedishpm [2] radiosweden,thelocalsweden [2] swedishpm,reallofven [2] statssweden,swedeninusa [2] visitsweden,swedenineu [2] hm,hmusa [2] hm_comm,hm_custserv [2] swedenineu,swemfa [2] swemfa,teamswedense 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 G9:
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: