The graph represents a network of 594 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, 27 December 2022 at 00:16 UTC.
The requested start date was Monday, 26 December 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, 16-hour, 50-minute period from Monday, 12 December 2022 at 03:25 UTC to Sunday, 25 December 2022 at 20:16 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 : 594
Unique Edges : 525
Edges With Duplicates : 861
Total Edges : 1386
Number of Edge Types : 5
Mentions : 531
Tweet : 504
Retweet : 118
MentionsInRetweet : 206
Replies to : 27
Self-Loops : 514
Reciprocated Vertex Pair Ratio : 0.0477941176470588
Reciprocated Edge Ratio : 0.0912280701754386
Connected Components : 191
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 339
Maximum Edges in a Connected Component : 926
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.543825
Graph Density : 0.0016182056654232
Modularity : 0.401743
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 594 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, 27 December 2022 at 00:16 UTC.
The requested start date was Monday, 26 December 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, 16-hour, 50-minute period from Monday, 12 December 2022 at 03:25 UTC to Sunday, 25 December 2022 at 20:16 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:
[135] customer,experience [44] 2022,cmswire [41] need,know [39] articles,2022 [38] contributors,year [36] cmswire,contributors [36] statistics,need [36] digital,customer [31] experience,statistics [31] cmswire's,top Top Word Pairs in Tweet in G1:
[64] customer,experience [27] #analytics,#googleads [26] #googleads,#facebookads [20] need,know [19] 2022,cmswire [18] contributors,year [18] articles,2022 [18] social,media [17] digital,customer [17] cmswire,contributors Top Word Pairs in Tweet in G2:
[34] customer,experience [22] 2022,cmswire [18] continue,reading [17] cmswire,contributors [17] contributors,year [16] articles,2022 [14] cmswire's,top [13] digital,customer [12] cmswire,#marketing [12] cmswire,#cx Top Word Pairs in Tweet in G3:
[14] data,governance [11] governance,dummies [11] book,data [10] extremely,approachable [10] approachable,manner [10] reichental,tackles [9] tough,topic [9] topic,one [9] tackles,book [9] #datagovernance,tough Top Word Pairs in Tweet in G4:
[6] #metaverse,transform [6] ceo,bodekaer [6] #digital,#workplace [6] transform,#education [6] #education,#digital [6] #workplace,labster [6] labster,ceo [5] eli_krumova,#metaverse [5] cmswire,#cx [5] #cx,hyland Top Word Pairs in Tweet in G5:
[3] fairerfinance,emmabarretthoey [2] zine_one,petrimunkki [2] r_hamilton321,tonybodoh [2] carlos_abler,customer_exp [2] smartercx,carlos_abler [2] petrimunkki,techmemechatter [2] cxguide,fairerfinance [2] oraclecx,todaycx [2] tonybodoh,zine_one [2] techmemechatter,smartercx Top Word Pairs in Tweet in G6:
[14] cmswire,openmarketingtv [12] meta's,#metaverse [12] experience,#marketing [12] future,digital [12] #marketing,cmswire [12] digital,experience [12] #metaverse,future [10] openmarketingtv,alex_ [10] stratorob,meta's [4] openmarketingtv,alex_r_78 Top Word Pairs in Tweet in G7:
[10] #ar,#vr [9] #defi,#daos [9] #hx,#xr [9] #daos,#nfts [8] #xr,#ar [7] #virtualworld,#gamefi [7] customer,experience [7] #designthinking,#infinitejourneys [7] #futureofwork,#futureback [7] #cx,#custserv Top Word Pairs in Tweet in G8:
[11] inside,latest [11] #customerexperience,#innovation [11] #innovation,evolution [11] latest,wave [11] wave,#customerexperience [11] evolution,#aiethics [10] ignitivofficial,inside [10] #aiethics,#machinel Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[9] know,#customerexperience [9] customer,experience [9] statistics,need [9] experience,statistics [9] need,know [7] pmprouk,customer [4] martech,correctly [4] really,#customerexperience [4] measuring,martech [4] correctly,really Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: