The graph represents a network of 2,628 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, 19 February 2019 at 17:30 UTC.
The requested start date was Tuesday, 19 February 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, 3-hour, 15-minute period from Tuesday, 05 February 2019 at 21:11 UTC to Tuesday, 19 February 2019 at 00:26 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 : 2628
Unique Edges : 3711
Edges With Duplicates : 3189
Total Edges : 6900
Number of Edge Types : 3
Tweet : 2478
Mentions : 4336
Replies to : 86
Self-Loops : 2478
Reciprocated Vertex Pair Ratio : 0.0309063893016345
Reciprocated Edge Ratio : 0.0599596425482848
Connected Components : 760
Single-Vertex Connected Components : 659
Maximum Vertices in a Connected Component : 1711
Maximum Edges in a Connected Component : 5410
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.296672
Graph Density : 0.000502480099238733
Modularity : 0.41661
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[401] customer,experience [253] machine,learning [246] map,out [243] out,successful [236] ai,machine [233] content,marketing [226] artificial,intelligence [219] digital,workplace [213] revolution,coming [211] learning,revolution Top Word Pairs in Tweet in G1:
[91] customer,experience [86] content,marketing [80] digital,transformation [75] machine,learning [68] ai,machine [67] learning,revolution [67] revolution,coming [67] coming,content [57] digital,workplace [30] map,out Top Word Pairs in Tweet in G2:
[99] customer,experience [56] digital,workplace [45] cx,customerexperience [43] digital,transformation [30] first,fines [29] machine,learning [28] marketing,digitalmarketing [25] gdpr,tough [25] tough,set [25] set,even Top Word Pairs in Tweet in G3:
[86] ai,machine [77] machine,learning [63] learning,revolution [62] revolution,coming [62] content,marketing [61] coming,content [54] chatbot,builders [54] artificial,intelligence [51] marketing,digitalmarketing [47] customer,experience Top Word Pairs in Tweet in G4:
[68] customer,experience [27] map,out [26] out,successful [24] lisamloftis,cmswire [23] usual,suspects [22] cmswire,ai [22] successful,artificial [22] artificial,intelligence [22] intelligence,strategy [21] needs,focus Top Word Pairs in Tweet in G5:
[150] ceolarrydeshon,cmswire [131] cmswire,asked [131] asked,kc_cio [131] kc_cio,bob [131] bob,bennett [131] bennett,explore [131] explore,city's [131] city's,smartcity [131] smartcity,efforts [131] efforts,happy Top Word Pairs in Tweet in G6:
[19] digital,workplace [16] 7,ways [14] artificial,intelligence [14] customer,experience [14] machinelearning,improves [14] improves,cx [14] cx,increases [14] increases,revenue [14] seeing,cx [14] cx,stack Top Word Pairs in Tweet in G7:
[37] use,employees [37] employees,view [37] view,ai [37] ai,tools [37] tools,first [37] first,metric [37] metric,ai [37] ai,success [37] genesys,cameron [37] cameron,smith Top Word Pairs in Tweet in G8:
[43] machine,learning [38] ai,machine [38] learning,revolution [38] revolution,coming [38] content,marketing [35] coming,content [22] customer,experience [16] digitalmarketing,marketing [15] marketing,digitalmarketing [12] gdpr,tough Top Word Pairs in Tweet in G9:
[30] map,out [30] out,successful [30] successful,artificialintelligence [30] artificialintelligence,strategy [30] strategy,having [30] having,solid [30] solid,use [30] use,case [30] case,right [30] right,data Top Word Pairs in Tweet in G10:
[15] customer,experience [8] 45,consumers [8] consumers,describe [8] describe,chatbots [8] chatbots,annoying [8] annoying,chat [8] chat,technology [8] technology,grow [8] grow,up [8] digital,transformation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: