The graph represents a network of 647 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 November 2022 at 00:21 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 21-hour, 0-minute period from Monday, 14 November 2022 at 04:00 UTC to Monday, 28 November 2022 at 01:00 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 : 647
Unique Edges : 587
Edges With Duplicates : 1276
Total Edges : 1863
Number of Edge Types : 5
Replies to : 52
Mentions : 550
Tweet : 639
Retweet : 208
MentionsInRetweet : 414
Self-Loops : 655
Reciprocated Vertex Pair Ratio : 0.0568862275449102
Reciprocated Edge Ratio : 0.107648725212465
Connected Components : 219
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 360
Maximum Edges in a Connected Component : 1355
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.169311
Graph Density : 0.00168914877429049
Modularity : 0.350735
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 647 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 November 2022 at 00:21 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 21-hour, 0-minute period from Monday, 14 November 2022 at 04:00 UTC to Monday, 28 November 2022 at 01:00 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 : cmswire
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:
[109] customer,experience [33] #analytics,#googleads [33] #googleads,#facebookads [31] third,party [30] customer,engagement [29] party,cookies [25] continue,reading [25] jbrodsky,sppitt [25] jimcrussell,jbrodsky [24] tiktok,searches Top Word Pairs in Tweet in G1:
[55] customer,experience [23] courses,certifications [22] top,customer [22] certifications,cmswire [22] experience,courses [18] changing,google [18] searches,changing [18] tiktok,searches [18] google,search [15] attracting,generations Top Word Pairs in Tweet in G2:
[18] customer,experience [11] read,more [11] cmswire,#marketing [6] jenn__torres,cmswire [5] messaging,key [5] kimsayers4,cmswire [5] key,changes [5] modern,age [4] cmswire,#cx [4] several,marketing Top Word Pairs in Tweet in G3:
[25] continue,reading [18] customer,experience [11] headless,cms [10] artificial,intelligence [10] intelligence,headless [10] vision,artificial [10] cmswire,contributor [9] events,engaging [9] inside,vision [9] making,virtual Top Word Pairs in Tweet in G4:
[25] jimcrussell,jbrodsky [25] jbrodsky,sppitt [19] thadofsphere,davidseidl [17] sppitt,mylessuer [16] davidseidl,anthony_mcmahon [16] mylessuer,cmswire [15] anthony_mcmahon,nyike [14] digitally,savvy [13] nyike,jimcrussell [13] dhinchcliffe,thadofsphere Top Word Pairs in Tweet in G5:
[9] driven,data [9] #ai,driven [7] #cx,sebbourguignon [7] cmswire,#cx [7] enilev,khulood_almani [7] khulood_almani,tobiaskintzel [7] #cx,hyland [7] win,#ai [7] #customerexperience,cmswire [7] enhances,#cx Top Word Pairs in Tweet in G6:
[14] customer,experience [6] silo,busting [6] #defi,#daos [6] #cx,#custserv [6] #daos,#nfts [5] way,better [5] dismantling,internal [5] pave,way [5] #custserv,#ex [5] better,customer Top Word Pairs in Tweet in G8:
[33] #analytics,#googleads [33] #googleads,#facebookads [16] poor,customer [16] #cx,practices [16] customer,engagement [16] help,#marketing [16] #marketing,escape [16] escape,poor [16] engagement,#cx [16] practices,here's Top Word Pairs in Tweet in G10:
[2] jharonnemartis,annemarsden [2] thomasbarta,ambarmstrong [2] scarlettsieber,leslielawton [2] kimgarst,cmswire [2] cmswire,sozialia [2] #ff,erinlaviola [2] leslielawton,criteo [2] annemarsden,thomasbarta [2] criteo,jharonnemartis [2] erinlaviola,scarlettsieber Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: