The graph represents a network of 1,737 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, 12 November 2019 at 05:27 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 51-minute period from Monday, 28 October 2019 at 01:02 UTC to Monday, 11 November 2019 at 00:54 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 : 1737
Unique Edges : 2037
Edges With Duplicates : 2061
Total Edges : 4098
Number of Edge Types : 3
Mentions : 2256
Tweet : 1796
Replies to : 46
Self-Loops : 1796
Reciprocated Vertex Pair Ratio : 0.05431675242996
Reciprocated Edge Ratio : 0.103036876355748
Connected Components : 524
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 1018
Maximum Edges in a Connected Component : 2696
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.437869
Graph Density : 0.000611521002629142
Modularity : 0.411768
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,737 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, 12 November 2019 at 05:27 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 51-minute period from Monday, 28 October 2019 at 01:02 UTC to Monday, 11 November 2019 at 00:54 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[263] customer,experience [182] digital,transformation [94] customer,centric [86] 3,customer [80] design,thinking [80] centric,steps [76] efforts,3 [68] transformation,efforts [67] data,analytics [67] focus,digital Top Word Pairs in Tweet in G1:
[68] customer,experience [51] digital,transformation [25] design,thinking [23] user,experience [22] 5,ways [20] customer,centric [20] voice,customer [20] contactpersona1,#digitalworkplace [19] ways,boost [19] mobile,marketing Top Word Pairs in Tweet in G2:
[61] customer,experience [41] digital,transformation [29] cmswire,#marketing [24] 3,customer [24] customer,centric [19] design,thinking [18] reputation,advice [18] efforts,3 [18] centric,steps [17] content,management Top Word Pairs in Tweet in G3:
[6] customer,experience [5] enterprise,search [5] search,trends [5] appfusions,team [5] team,over [5] over,top [5] top,stoked [5] stoked,next [5] next,wk's [5] wk's,#dxs19 Top Word Pairs in Tweet in G4:
[14] making,comeback [13] marketing,making [13] kayaismail,cmswire [12] comeback,kayaismail [10] sms,marketing [10] industrial,iot [8] companies,using [8] using,industrial [7] wordifyco,wordify [5] more,convenient Top Word Pairs in Tweet in G5:
[3] ashman06,spartanedgex28 [3] spartanedgex28,sinkaspud [3] sinkaspud,richmon51940020 [3] richmon51940020,hoddydod70 [3] hoddydod70,pdp8l [3] pdp8l,danielt5k [3] danielt5k,empathicc3 [3] empathicc3,deeboarder [3] deeboarder,ch99085464 [2] ch99085464,awaytogermany Top Word Pairs in Tweet in G6:
[11] ai,world [11] world,attendees [11] attendees,discuss [11] discuss,artificial [11] artificial,intelligence [11] intelligence,vision [11] vision,enterprise [10] enterprise,#ai [10] #ai,#aiio [10] #aiio,#bigdata Top Word Pairs in Tweet in G7:
[16] digital,transformation [12] cms,wire [12] artificial,intelligence [10] focus,digital [10] transformation,efforts [10] efforts,3 [10] 3,customer [10] customer,centric [10] centric,steps [9] #equifax,breach Top Word Pairs in Tweet in G8:
[30] digital,transformation [15] customer,centric [15] centric,steps [12] 3,customer [11] efforts,3 [7] focus,digital [7] transformation,efforts [6] trying,define [6] visit,pub [6] pub,help Top Word Pairs in Tweet in G9:
[9] process,automation [8] â,â [8] customer,experience [6] make,#marketing [6] #marketing,part [6] part,experience [6] experience,interruption [6] interruption,use [6] use,permission [6] permission,marketing Top Word Pairs in Tweet in G10:
[26] customer,experience [20] jkevinparker,cmswire [19] went,#arma2019 [19] definitely,saw [19] saw,influence [19] influence,nickinglis [19] nickinglis,#infogovcon [19] #infogovcon,merger [18] information,governance [17] #arma2019,last Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G10:
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:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: