The graph represents a network of 3,824 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 September 2019 at 10:47 UTC.
The requested start date was Tuesday, 10 September 2019 at 00:01 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 3-day, 10-hour, 6-minute period from Friday, 06 September 2019 at 13:54 UTC to Tuesday, 10 September 2019 at 00:00 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 : 3824
Unique Edges : 5309
Edges With Duplicates : 2692
Total Edges : 8001
Number of Edge Types : 3
Mentions : 6010
Tweet : 1899
Replies to : 92
Self-Loops : 1899
Reciprocated Vertex Pair Ratio : 0.0349622566547477
Reciprocated Edge Ratio : 0.0675623800383877
Connected Components : 895
Single-Vertex Connected Components : 527
Maximum Vertices in a Connected Component : 2032
Maximum Edges in a Connected Component : 5553
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.251709
Graph Density : 0.000356381820231433
Modularity : 0.56861
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[834] gt,gt [471] customer,experience [259] #customerexperience,#cx [246] #cx,#customerexperience [132] mikequindazzi,gt [131] artificial,intelligence [126] customer,service [123] #ux,#cx [110] #bigdata,#analytics [93] #ai,#iot Top Word Pairs in Tweet in G1:
[98] customer,experience [68] #cx,#customerexperience [58] #customerexperience,#cx [48] #cx,#custserv [42] register,now [40] gt,gt [38] #ux,#cx [36] gt,#cx [35] 1pm,et [35] et,register Top Word Pairs in Tweet in G2:
[149] customer,experience [106] #customerexperience,#cx [77] gt,gt [76] #cx,#customerexperience [50] #custexp,#cx [49] #cx,#technology [43] #cx,#custexp [30] customer,service [24] #custserv,#cx [23] improve,customer Top Word Pairs in Tweet in G3:
[113] gt,gt [107] artificial,intelligence [70] #bigdata,#analytics [65] customer,experience [61] #analytics,#iot [52] ipfconline1,5 [49] 9,ways [47] 5,ways [47] ways,artificial [46] transforming,customer Top Word Pairs in Tweet in G4:
[587] gt,gt [103] mikequindazzi,gt [74] #retail,#banking [74] #banking,#healthcare [73] #chatbots,working [73] working,#retail [73] #healthcare,11 [73] 11,billion [70] billion,cost [69] cost,savings Top Word Pairs in Tweet in G5:
[32] forrester,#cx [17] find,out [16] #cx,precipice [16] precipice,tectonic [16] tectonic,shift [16] shift,move [16] move,core [16] core,tomorrow [16] tomorrow,s [16] s,firms Top Word Pairs in Tweet in G6:
[12] customer,experience [4] customer,s [4] improve,#cx [4] #cx,#custserv [4] #customerexperience,#cx [3] #marketing,cloud [3] cloud,improve [3] #cx,plathitude [3] plathitude,#marketingcloud [3] 20,years Top Word Pairs in Tweet in G7:
[7] great,#customerexperience [7] #customerexperience,without [7] without,first [7] first,ensuring [7] ensuring,great [7] great,#employeeexperience [7] #employeeexperience,#cx [7] #cx,#custexp [6] kayejchapman,great [6] #custexp,#e Top Word Pairs in Tweet in G8:
[7] return,experience [7] experience,primer [7] primer,new [7] new,performance [7] performance,management [7] management,metric [7] metric,connects [6] strategyand,return [5] connects,custo [5] customers,want Top Word Pairs in Tweet in G9:
[13] #cx,#customerexperience [12] improve,retail [12] retail,sales [12] sales,smarter [12] smarter,marketing [12] marketing,merchandising [12] merchandising,#retail [12] #retail,#cx [11] #iot,#ioe [11] tweeetbay,improve Top Word Pairs in Tweet in G10:
[43] #cx,#veldrijden [23] #ethiascross,#cx [8] re,celebrating [7] #cx,#cycling [7] #cycling,#bike [7] #bike,peeps [7] peeps,lil [7] #coffee,co [7] co,turned [7] turned,7 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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Top Tweeters in G10: