The graph represents a network of 1,448 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, 17 November 2020 at 21:51 UTC.
The requested start date was Monday, 16 November 2020 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, 30-minute period from Monday, 02 November 2020 at 01:11 UTC to Monday, 16 November 2020 at 00:41 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 : 1448
Unique Edges : 1355
Edges With Duplicates : 2630
Total Edges : 3985
Number of Edge Types : 5
Tweet : 1123
Retweet : 679
MentionsInRetweet : 949
Mentions : 1181
Replies to : 53
Self-Loops : 1211
Reciprocated Vertex Pair Ratio : 0.0403977625854568
Reciprocated Edge Ratio : 0.0776583034647551
Connected Components : 417
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 965
Maximum Edges in a Connected Component : 3181
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.263076
Graph Density : 0.000798947718083136
Modularity : 0.372952
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,448 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, 17 November 2020 at 21:51 UTC.
The requested start date was Monday, 16 November 2020 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, 30-minute period from Monday, 02 November 2020 at 01:11 UTC to Monday, 16 November 2020 at 00:41 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:
[221] customer,experience [112] digital,transformation [72] digital,workplace [72] social,media [58] choosing,right [51] covid,19 [49] customer,experiences [48] best,practices [47] media,best [47] practices,#socialmediamarketing Top Word Pairs in Tweet in G1:
[78] customer,experience [57] social,media [42] best,practices [41] media,best [41] practices,#socialmediamarketing [41] #socialmediamarketing,#socialmedia [41] #socialmedia,#business [27] digital,transformation [16] experience,still [16] still,needs Top Word Pairs in Tweet in G2:
[43] customer,experience [28] cmswire,#marketing [20] b2c,cmswire [19] ways,crm [19] crm,improve [19] improve,customer [19] marketers,delivering [19] rival,b2c [18] b2b,marketers [18] delivering,customer Top Word Pairs in Tweet in G3:
[23] druadh20,cmswire [22] check,druadh20 [22] cmswire,discusses [22] discusses,emerging [22] emerging,architecture [22] architecture,#cloud [22] #cloud,#edgecomputing [21] 1623farnam,check [14] annettefranz,jakkigeiger [13] carmax,#cdo Top Word Pairs in Tweet in G4:
[11] wander',lessons [11] lessons,innovation [10] innovation,jeffbezos [10] coming,book [10] book,harvardbiz [9] invent,wander' [9] jeffbezos,amazon [9] amazon,coming [4] time,#data [4] #data,order Top Word Pairs in Tweet in G5:
[19] choosing,right [18] digital,transformation [18] right,#ai [18] #ai,#businessgoals [18] #businessgoals,#fintech [18] #fintech,#artificialintelligence [17] spirosmargaris,choosing [17] #artificialintelligence,#machinelea [15] fostering,digital [15] digital,workplace Top Word Pairs in Tweet in G6:
[30] customer,experience [27] digital,transformation [11] choosing,right [11] right,ai [11] ai,business [11] business,goals [10] here's,avoid [10] avoid,customer [10] experience,stage [10] stage,fright Top Word Pairs in Tweet in G7:
[20] #machinelearning,improves [20] improves,#cx [20] #cx,increases [20] increases,#revenue [17] bringing,machine [17] machine,learning [17] learning,marketing [17] marketing,improve [17] improve,business [17] business,results Top Word Pairs in Tweet in G8:
[8] capturing,signals [7] zimanaanalytics,cmswire [7] search,results [6] signals,noise [6] noise,digital [6] digital,workplace [5] framing,right [5] right,words [5] words,questions [5] questions,managers Top Word Pairs in Tweet in G9:
[16] #customerexperience,#cx [15] voice,customer [15] customer,mean [15] mean,#customerexperience [15] #cx,#voc [14] labordeolivier,voice [14] #voc,cmswâ [2] construire,communauté [2] communauté,plus [2] plus,qu'une Top Word Pairs in Tweet in G10:
[21] customer,experience [21] contactpersona1,#digitalworkplace [15] contactpersona1,#customerexperience [14] #digitalexperience,#dxm [13] #productivity,reporting [12] #digitalworkplace,#savm2008 [12] digital,workplace [12] #customerexperience,#dxm [10] work,#productivity [10] digital,transformation Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: