The graph represents a network of 668 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, 20 December 2022 at 00:16 UTC.
The requested start date was Monday, 19 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, 23-hour, 2-minute period from Monday, 05 December 2022 at 01:58 UTC to Monday, 19 December 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 : 668
Unique Edges : 609
Edges With Duplicates : 1107
Total Edges : 1716
Number of Edge Types : 5
Mentions : 658
Tweet : 641
Retweet : 151
MentionsInRetweet : 231
Replies to : 35
Self-Loops : 653
Reciprocated Vertex Pair Ratio : 0.059748427672956
Reciprocated Edge Ratio : 0.112759643916914
Connected Components : 218
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 401
Maximum Edges in a Connected Component : 1229
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.697589
Graph Density : 0.00151271669554444
Modularity : 0.363273
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 668 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, 20 December 2022 at 00:16 UTC.
The requested start date was Monday, 19 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, 23-hour, 2-minute period from Monday, 05 December 2022 at 01:58 UTC to Monday, 19 December 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:
[171] customer,experience [40] need,know [38] #analytics,#googleads [37] #googleads,#facebookads [34] statistics,need [34] digital,customer [32] continue,reading [29] experience,statistics [26] cmswire,#cx [24] social,media Top Word Pairs in Tweet in G1:
[68] customer,experience [17] need,know [14] statistics,need [13] experience,statistics [13] social,media [12] digital,customer [11] brands,learn [11] learn,elon [10] generated,content [10] employee,generated Top Word Pairs in Tweet in G2:
[30] customer,experience [18] cmswire,#cx [14] cmswire,#marketing [11] computing,road [11] #cx,nirvana [11] cmswire,edge [11] edge,computing [11] road,#cx [10] tysonlester,cmswire [9] nirvana,#edgecomputingâ Top Word Pairs in Tweet in G3:
[30] continue,reading [25] customer,experience [8] digital,customer [7] more,less [7] important,urgent [6] excellence,part [6] experience,trends [6] part,embracing [6] path,excellence [6] digital,experience Top Word Pairs in Tweet in G4:
[6] extremely,approachable [6] approachable,manner [6] reichental,tackles [5] tough,topic [5] topic,one [5] tackles,book [5] #datagovernance,tough [5] jonathan,reichental [5] book,extremely [4] mylessuer,#cios Top Word Pairs in Tweet in G5:
[3] smartercx,carlos_abler [3] tonybodoh,zine_one [3] petrimunkki,techmemechatter [3] customer_exp,cxguide [3] carlos_abler,customer_exp [3] oraclecx,todaycx [3] zine_one,petrimunkki [3] todaycx,r_hamilton321 [3] r_hamilton321,tonybodoh [3] fairerfinance,emmabarretthoey Top Word Pairs in Tweet in G6:
[6] #crm,keeping [6] #metaverse,transform [6] ceo,bodekaer [6] #digital,#workplace [6] efforts,nicochan33 [6] transform,#education [6] #customerservice,efforts [6] nicochan33,jblefevre60 [6] #education,#digital [6] #workplace,labster Top Word Pairs in Tweet in G7:
[7] vp,#cxm [7] group,cmswire [7] top,predictions [7] practices,group [7] customer,experience [7] experience,2023 [7] cx,strategy [7] proof,cx [7] vincentwash,vp [7] #cxm,best Top Word Pairs in Tweet in G8:
[15] #hx,#xr [15] #cx,#custserv [15] #xr,#ar [15] #ar,#vr [13] #defi,#daos [13] #daos,#nfts [10] customer,experience [9] #ai,#ia [9] #virtualworld,#gamefi [9] #designthinking,#infinitejourneys 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:
[8] statistics,need [8] customer,experience [8] know,#customerexperience [8] experience,statistics [8] need,know [7] pmprouk,customer [3] become,synonymous [3] synonymous,#customerexperience [3] martech,marketing [3] #customerexperience,#marketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
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 G9:
Top Tweeters in G10: