The graph represents a network of 1,388 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 Monday, 10 May 2021 at 22:15 UTC.
The requested start date was Monday, 10 May 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 13-day, 23-hour, 34-minute period from Monday, 26 April 2021 at 00:03 UTC to Sunday, 09 May 2021 at 23:38 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 : 1388
Unique Edges : 1395
Edges With Duplicates : 3249
Total Edges : 4644
Number of Edge Types : 5
Retweet : 1087
MentionsInRetweet : 1317
Tweet : 1016
Mentions : 1178
Replies to : 46
Self-Loops : 1026
Reciprocated Vertex Pair Ratio : 0.0442477876106195
Reciprocated Edge Ratio : 0.0847457627118644
Connected Components : 393
Single-Vertex Connected Components : 343
Maximum Vertices in a Connected Component : 914
Maximum Edges in a Connected Component : 3709
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.435007
Graph Density : 0.000858112277654382
Modularity : 0.316997
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,388 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 Monday, 10 May 2021 at 22:15 UTC.
The requested start date was Monday, 10 May 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 13-day, 23-hour, 34-minute period from Monday, 26 April 2021 at 00:03 UTC to Sunday, 09 May 2021 at 23:38 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:
[557] read,more [549] cmswire,read [446] make,sure [442] artificial,intelligence [439] intelligence,stay [439] stay,let's [439] let's,make [439] sure,responsible [432] responsible,cmswire [237] benjaminp3ters,artificial Top Word Pairs in Tweet in G1:
[51] customer,experience [49] social,media [21] media,marketing [20] #socialmedia,#marketing [18] b2b,marketers [18] media,engagement [18] working,b2b [18] b2b,social [18] marketing,#business [18] #business,#mediamarketing Top Word Pairs in Tweet in G2:
[42] druadh20,cmswire [38] 40,enterprise [38] enterprise,employees [38] employees,#digitalworkplace [38] #digitalworkplace,chaotic [38] chaotic,druadh20 [38] cmswire,explores [38] explores,challenges [32] challenges,multiple [32] multiple,technology Top Word Pairs in Tweet in G3:
[38] cmswire,read [38] read,more [32] artificial,intelligence [32] intelligence,stay [32] stay,let's [32] let's,make [32] make,sure [32] sure,responsible [32] responsible,cmswire [17] benjaminp3ters,artificial Top Word Pairs in Tweet in G4:
[10] building,effective [9] lessons,front [9] front,line [9] line,#leadership [9] #leadership,regarding [9] regarding,building [9] effective,#teams [5] mylessuer,lessons [4] #cios,need [4] need,#data Top Word Pairs in Tweet in G5:
[14] leaders,need [11] #leadership,ecm_marketeer [10] used,ethically [9] artificial,intelligence [9] make,sure [8] return,office [7] increasingly,valuable [7] valuable,businesses [7] guidelines,policies [7] ensure,tech Top Word Pairs in Tweet in G6:
[16] #cloud,default [16] default,setting [16] setting,#cloudcomputing [16] #cloudcomputing,#digitaltransformation [16] #digitaltransformation,#ai [16] #ai,#edtech [15] globaliqx,#cloud [15] #edtech,#insut [13] customer,experience [13] experience,lessons Top Word Pairs in Tweet in G7:
[497] cmswire,read [497] read,more [391] artificial,intelligence [391] intelligence,stay [391] stay,let's [391] let's,make [391] make,sure [391] sure,responsible [391] responsible,cmswire [216] benjaminp3ters,artificial Top Word Pairs in Tweet in G8:
[11] customer,experience [9] third,party [8] remote,work [8] sassoftware's,lisamloftis [8] marketers,navigate [8] demise,third [8] party,cookie [7] cookie,less [7] less,world [7] 2020,provided Top Word Pairs in Tweet in G9:
[12] customer,experience [6] domnicastro,cmswire [6] low,code [4] informative,interview [4] interview,touchpointguru [4] touchpointguru,define [4] define,customer [4] customer,journeys [4] journeys,finding [4] finding,micro Top Word Pairs in Tweet in G10:
[24] excessive,hype [24] hype,lack [24] lack,scale [24] inadequate,standards [24] standards,#data [24] #data,exchange [22] tells,cmswire [22] scale,interoperability [22] interoperability,inadequate [22] exchange,security Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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