The graph represents a network of 3,709 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, 25 October 2021 at 00:16 UTC.
The requested start date was Sunday, 24 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, 9-hour, 55-minute period from Tuesday, 19 October 2021 at 14:04 UTC to Sunday, 24 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 : 3709
Unique Edges : 3780
Edges With Duplicates : 11648
Total Edges : 15428
Number of Edge Types : 5
Retweet : 4405
MentionsInRetweet : 5767
Mentions : 3302
Replies to : 102
Tweet : 1852
Self-Loops : 2067
Reciprocated Vertex Pair Ratio : 0.0423913043478261
Reciprocated Edge Ratio : 0.0813347236704901
Connected Components : 761
Single-Vertex Connected Components : 467
Maximum Vertices in a Connected Component : 2233
Maximum Edges in a Connected Component : 13055
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.967541
Graph Density : 0.000418382295841219
Modularity : 0.334885
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,709 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, 25 October 2021 at 00:16 UTC.
The requested start date was Sunday, 24 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, 9-hour, 55-minute period from Tuesday, 19 October 2021 at 14:04 UTC to Sunday, 24 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:
[1375] #digital,#tech [1305] #tech,#cloud [1241] #datascience,#finserv [1230] #ai,#datascience [1063] #cloud,#ai [1026] #machinelearning,#bigdata [972] #finserv,#machinelearning [511] customer,experience [467] #hclswlobp,#nocode [464] #javascript,#github Top Word Pairs in Tweet in G1:
[81] customer,experience [48] #cx,#customerexperience [38] #customerexperience,#cx [23] gt,gt [22] customer,experiences [21] customer,service [19] #cx,#customerservice [15] learn,more [15] #cx,#ux [15] contact,center Top Word Pairs in Tweet in G2:
[105] #digital,#tech [97] #tech,#cloud [93] #ai,#datascience [93] #datascience,#finserv [80] #cloud,#ai [74] #finserv,#machinelearning [74] #machinelearning,#bigdata [57] #ux,#cx [53] customer,experience [45] #ai,#wearables Top Word Pairs in Tweet in G3:
[141] customer,experience [90] customer,service [68] #cx,#custserv [57] #cx,#customerexperience [57] #customerexperience,#cx [36] #custserv,#custexp [35] scott,mckain [35] playing,distinction [35] distinction,radio [35] radio,join Top Word Pairs in Tweet in G4:
[64] #cx,#customerexperience [62] customer,experience [54] #machinelearning,#bigdata [49] #digital,#tech [47] #tech,#cloud [45] #customerexperience,#cx [44] #ai,#datascience [43] #datascience,#finserv [42] #cloud,#ai [36] #cx,#customerservice Top Word Pairs in Tweet in G5:
[1210] #digital,#tech [1151] #tech,#cloud [1094] #datascience,#finserv [1081] #ai,#datascience [933] #cloud,#ai [885] #machinelearning,#bigdata [856] #finserv,#machinelearning [431] #hclswlobp,#nocode [429] #javascript,#github [328] #github,#nodejs Top Word Pairs in Tweet in G6:
[26] fun,join [26] telling,#cx [26] #cx,horror [26] horror,story [25] #trickortreat,let's [23] join,festivities [22] story,scariest [21] halloween,fun [20] let's,halloween [19] #ex,#cx Top Word Pairs in Tweet in G7:
[12] #quelneuc,#cx [10] #cx,ffcyclisme [8] #cx,#carreras [7] #esenciadelciclismo,#ciclocross [6] #ciclocross,#cx [6] #carreras,#resultados [6] #kermiscross,#ardooie [6] cyclo,cross [5] matthieuboulo,#quelneuc [5] #quelneuc,ffcyclisme Top Word Pairs in Tweet in G8:
[16] delivering,exceptional [16] exceptional,customer [16] customer,experiences [16] experiences,key [16] key,business [16] business,success [16] success,digitally [16] digitally,driven [16] driven,#newnormal [16] #newnormal,join Top Word Pairs in Tweet in G9:
[51] agile,process [51] process,#startups [51] #startups,info [51] info,antgrasso [51] antgrasso,#startup [51] #startup,#strategy [51] #strategy,#business [51] #business,full [51] full,process [50] andrewincontact,agile Top Word Pairs in Tweet in G10:
[28] customer,experience [27] #quote,#cx [19] customer,service [11] #cx,#helpdesk [10] #helpyio,#customersupport [10] #customersupport,#customersupportsoftware [10] #customersupportsoftware,#cx [9] #cx,#marketing [9] #cx,#analytics [9] service,needs 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 G7:
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: