The graph represents a network of 4,752 Twitter users whose tweets in the requested range contained "customer journey", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 08:51 UTC.
The requested start date was Thursday, 14 March 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 9-day, 10-hour, 21-minute period from Monday, 04 March 2019 at 13:39 UTC to Thursday, 14 March 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 : 4752
Unique Edges : 4816
Edges With Duplicates : 1452
Total Edges : 6268
Number of Edge Types : 3
Mentions : 3614
Tweet : 2306
Replies to : 348
Self-Loops : 2306
Reciprocated Vertex Pair Ratio : 0.0427206295671726
Reciprocated Edge Ratio : 0.0819407008086253
Connected Components : 1924
Single-Vertex Connected Components : 1159
Maximum Vertices in a Connected Component : 696
Maximum Edges in a Connected Component : 1365
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 10.487358
Graph Density : 0.000164328332082489
Modularity : 0.680707
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2303] customer,journey [436] customer,experience [208] journey,mapping [205] content,customer [196] marrying,content [173] customer,service [155] gt,gt [148] journey,map [141] improve,customer [102] customer's,journey Top Word Pairs in Tweet in G1:
[969] customer,journey [164] marrying,content [164] content,customer [150] customer,experience [105] journey,mapping [77] transcript,marrying [74] improve,customer [66] journey,map [46] gt,gt [45] journey,maps Top Word Pairs in Tweet in G2:
[42] customer,journey [22] such,fun [22] fun,week [22] week,shoptalk [22] shoptalk,meeting [22] meeting,clients [22] clients,hearing [22] hearing,retailers [22] retailers,sharing [22] sharing,watsoncommerce Top Word Pairs in Tweet in G3:
[61] customer,experience [50] competitive,advantage [49] 5,ways [49] ways,make [44] make,customer [44] experience,competitive [24] customer,journey [20] advantage,annettefranz [19] discuss,automate [19] automate,business Top Word Pairs in Tweet in G4:
[28] customer,journey [23] step,customer [22] ai,paved [22] paved,way [22] way,deeper [22] deeper,marketing [22] marketing,helping [22] helping,brands [22] brands,enhance [22] enhance,step Top Word Pairs in Tweet in G5:
[52] customer,journey [18] brands,elevate [18] elevate,customer [18] journey,increase [18] increase,revenues [18] revenues,much [18] much,10 [18] 10,15 [18] 15,simultaneously [17] simultaneously,lowering Top Word Pairs in Tweet in G6:
[67] customer,journey [27] stage,customer's [27] new,book [26] customer's,journey [26] book,customer [25] use,video [25] video,content [25] content,stage [16] social,media [15] content,customer Top Word Pairs in Tweet in G7:
[27] customer,journey [9] looking,fully [9] fully,understand [9] understand,marketing [9] marketing,funnel [9] funnel,data [9] data,join [9] examine,use [8] case,missed [8] missed,customerexperience Top Word Pairs in Tweet in G8:
[57] customer,journey [23] digitaltransformation,change [23] change,customer [19] journey,biggest [19] biggest,barrier [19] barrier,fs [19] fs,firms [19] firms,face [19] face,creating [18] q3,digitaltransformation Top Word Pairs in Tweet in G9:
[51] customer,journey [10] data,sources [10] sources,understand [10] understand,customer [9] journey,mapping [8] journey,map [7] b2cmarketing,b2bmarketing [7] 12,essential [7] essential,data [6] find,out Top Word Pairs in Tweet in G10:
[46] customer,journey [14] mapping,transform [14] transform,frustration [14] frustration,conversion [12] use,customer [12] journey,mapping [12] inteligencia,cliente [9] nos,dice [8] marrying,content [8] content,customer Top Replied-To in Entire Graph:
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