The graph represents a network of 2,829 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, 22 January 2019 at 17:30 UTC.
The requested start date was Tuesday, 22 January 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, 21-hour, 8-minute period from Tuesday, 08 January 2019 at 03:51 UTC to Tuesday, 22 January 2019 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 : 2829
Unique Edges : 3851
Edges With Duplicates : 3079
Total Edges : 6930
Number of Edge Types : 3
Mentions : 4347
Tweet : 2509
Replies to : 74
Self-Loops : 2509
Reciprocated Vertex Pair Ratio : 0.0406698564593301
Reciprocated Edge Ratio : 0.0781609195402299
Connected Components : 869
Single-Vertex Connected Components : 737
Maximum Vertices in a Connected Component : 1735
Maximum Edges in a Connected Component : 5218
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.265036
Graph Density : 0.000434977598653669
Modularity : 0.427433
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[450] customer,experience [262] digital,transformation [244] digital,workplace [151] blockchain,ai [135] ai,push [135] push,iot [133] iot,expansion [102] iot,trends [100] omnichannel,customer [98] content,marketing Top Word Pairs in Tweet in G1:
[115] customer,experience [65] digital,workplace [62] content,marketing [52] marketing,trends [51] 7,interesting [51] out,2019 [50] interesting,content [50] trends,look [50] look,out [49] digital,transformation Top Word Pairs in Tweet in G2:
[107] customer,experience [42] digital,transformation [41] cx,customerexperience [38] dx,digitalexperience [37] cmswire,marketing [36] digital,workplace [28] trends,2019 [27] iot,trends [26] 3,magic [25] 2019,cmswire Top Word Pairs in Tweet in G3:
[39] digital,workplace [36] healthcare,providers [35] providers,genesys [35] genesys,customer [35] customer,companynurse [35] companynurse,improving [35] improving,custexp [35] custexp,learn [35] learn,cmswire [34] customer,experience Top Word Pairs in Tweet in G4:
[35] digital,literacy [27] digital,workplace [27] customer,experience [17] lisamloftis,cmswire [16] literacy,initiatives [15] digital,proficiency [15] proficiency,literacy [15] literacy,fluency [15] fluency,mastery [15] cmswire,dataprivacy Top Word Pairs in Tweet in G5:
[30] successful,devops [25] kayaismail,cmswire [25] devops,culture [23] 7,key [23] key,principles [23] principles,successful [21] customer,experience [18] socialmediamarketing,digitalmarketing [16] socialmedia,socialmediamarketing [15] top,10 Top Word Pairs in Tweet in G6:
[30] blockchain,ai [30] ai,push [30] push,iot [29] iot,expansion [28] digital,workplace [22] 2019,druadh20 [21] druadh20,cmswire [14] trends,shape [14] security,issues [13] shape,digital Top Word Pairs in Tweet in G7:
[23] community,managers [21] managers,add [21] add,value [18] blockchain,ai [18] ai,push [18] push,iot [18] iot,expansion [18] expansion,ronaldckong [18] ronaldckong,quebreda [18] quebreda,paula_piccard Top Word Pairs in Tweet in G8:
[13] iot,trends [12] needs,proactive [12] iot,edgecomputing [12] edgecomputing,bigdata [12] bigdata,cmswire [12] cmswire,2 [12] 2,0 [12] 0,1 [12] 1,9 [12] 9,iot Top Word Pairs in Tweet in G9:
[13] customer,experience [13] content,management [13] management,needs [13] needs,come [13] come,many [13] many,flavors [13] cmswire,article [11] flavors,jmancini77 [7] experience,needs [7] needs,proactive Top Word Pairs in Tweet in G10:
[20] pipeline,forecasts [19] credible,marketing [18] marketing,pipeline [16] deliver,credible [13] forecasts,chriscrandell [10] more,cmswire [9] nano,influencers [9] influencers,social [9] social,media [9] media,marketers 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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