The graph represents a network of 3,630 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 November 2021 at 00:25 UTC.
The requested start date was Sunday, 31 October 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 4-day, 4-hour, 13-minute period from Tuesday, 26 October 2021 at 19:47 UTC to Sunday, 31 October 2021 at 00:00 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 : 3630
Unique Edges : 3901
Edges With Duplicates : 11860
Total Edges : 15761
Number of Edge Types : 5
Mentions : 3944
Retweet : 4245
MentionsInRetweet : 5599
Tweet : 1854
Replies to : 119
Self-Loops : 2150
Reciprocated Vertex Pair Ratio : 0.0425301856190305
Reciprocated Edge Ratio : 0.081590319792567
Connected Components : 728
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 2146
Maximum Edges in a Connected Component : 13378
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.753899
Graph Density : 0.000439146848125029
Modularity : 0.323189
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,630 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 November 2021 at 00:25 UTC.
The requested start date was Sunday, 31 October 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 4-day, 4-hour, 13-minute period from Tuesday, 26 October 2021 at 19:47 UTC to Sunday, 31 October 2021 at 00:00 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 : #cx
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:
[1419] #datascience,#finserv [1384] #tech,#cloud [1308] #digital,#tech [1140] #ai,#datascience [1111] #finserv,#machinelearning [992] #cloud,#ai [973] #machinelearning,#bigdata [736] #javascript,#github [735] #github,#nodejs [720] #hclswlobp,#nocode Top Word Pairs in Tweet in G1:
[56] customer,experience [46] #cx,#customerexperience [28] #customerexperience,#cx [20] gt,gt [20] read,more [20] customer,service [17] learn,more [17] #emacs21,#cx [16] partnering,providers [15] #cx,#ai Top Word Pairs in Tweet in G2:
[1385] #datascience,#finserv [1355] #tech,#cloud [1277] #digital,#tech [1104] #ai,#datascience [1086] #finserv,#machinelearning [960] #cloud,#ai [952] #machinelearning,#bigdata [720] #javascript,#github [719] #github,#nodejs [704] #hclswlobp,#nocode Top Word Pairs in Tweet in G3:
[95] customer,experience [58] #customerexperience,#cx [56] #cx,#custserv [47] #cx,#customerexperience [47] #cx,#technology [33] customer,service [33] scott,mckain [33] playing,distinction [33] distinction,radio [33] radio,join Top Word Pairs in Tweet in G4:
[96] #5g,#ai [92] evolution,#mobilenetworks [92] ingliguori,#5g [80] #infographic,evolution [80] #mobilenetworks,technical [80] technical,characteristics [80] characteristics,ingliguori [80] #ai,#robots [80] #robots,#fintech [49] sh_hameed,#infographic Top Word Pairs in Tweet in G5:
[70] gt,gt [59] #cx,#customerexperience [59] customer,experience [36] gt,#cx [32] contact,center [27] customer,service [23] verint,leader [23] leader,worldwide [23] worldwide,general [23] general,purpose Top Word Pairs in Tweet in G6:
[18] john,paladino [16] halloween,fun [16] fun,join [16] #cx,horror [15] scariest,true [14] #trickortreat,let's [14] let's,halloween [14] join,festivities [14] festivities,#five9 [14] #five9,telling Top Word Pairs in Tweet in G7:
[36] #cx,#cxstrategy [34] #amastenumah,#cx [19] customer,experience [18] #abdsc,#bigdata [16] good,chatbots [16] chatbots,#customerservice [16] #customerservice,#cx [16] #cx,#chatbots [15] tips,#b2b [15] #b2b,b2c Top Word Pairs in Tweet in G8:
[24] customer,experience [18] understanding,customer [17] #cx,#customerexperience [14] happy,halloween [14] benefits,understanding [14] customer,search [14] search,behavior [14] behavior,#search [14] #search,#customersuccess [14] #customersuccess,#cx Top Word Pairs in Tweet in G9:
[12] victoria,internacional [11] gran,triunfo [11] triunfo,felipe [11] felipe,orts [11] orts,felipeorts15 [11] felipeorts15,#gpcontern [11] #gpcontern,español [11] español,logra [11] logra,primera [11] primera,victoria Top Word Pairs in Tweet in G10:
[62] gt,gt [24] #ex,#cx [23] gt,#cx [22] david,wasserman [14] customer,experience [13] listen,fantastic [13] fantastic,iqor [13] iqor,podcast [13] podcast,david [13] wasserman,find Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: