The graph represents a network of 2,425 Twitter users whose tweets in the requested range contained "Marketingcloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 June 2019 at 03:44 UTC.
The requested start date was Tuesday, 18 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 62-day, 17-hour, 10-minute period from Tuesday, 16 April 2019 at 06:50 UTC to Tuesday, 18 June 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 : 2425
Unique Edges : 4199
Edges With Duplicates : 4970
Total Edges : 9169
Number of Edge Types : 3
Mentions : 7049
Replies to : 407
Tweet : 1713
Self-Loops : 1713
Reciprocated Vertex Pair Ratio : 0.0455913978494624
Reciprocated Edge Ratio : 0.0872069107363225
Connected Components : 300
Single-Vertex Connected Components : 237
Maximum Vertices in a Connected Component : 2020
Maximum Edges in a Connected Component : 8375
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.510271
Graph Density : 0.000827123949508353
Modularity : 0.367511
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[426] marketing,cloud [274] check,out [257] social,media [237] salesforce,marketingcloud [207] email,marketing [157] content,marketing [153] trailhead,simulator [145] media,marketing [139] hands,marketingcloud [134] introducing,trailhead Top Word Pairs in Tweet in G1:
[125] social,media [83] content,marketing [82] media,marketing [76] email,marketing [63] oraclemktgcloud,#modernmarketing [61] #ai,#machinelearning [60] customer,engagement [60] supercharge,social [59] ai,machine [59] machine,learning Top Word Pairs in Tweet in G2:
[155] marketing,cloud [151] salesforce,marketingcloud [55] check,out [45] salesforce,marketing [43] email,marketing [39] #salesforce,#marketingcloud [37] marketingcloud,latest [35] learn,marketing [34] excited,see [34] see,salesforce Top Word Pairs in Tweet in G3:
[128] trailhead,simulator [117] check,out [115] hands,marketingcloud [110] introducing,trailhead [110] simulator,now [110] now,hands [110] marketingcloud,right [110] right,trailhead [110] trailhead,check [110] out,quick Top Word Pairs in Tweet in G4:
[53] marketing,cloud [42] salesforce,marketingcloud [34] check,out [32] whatâ,s [22] #marketingautomation,#marketingcloud [21] 4,100 [21] 100,marketers [21] marketers,weighed [21] #marketingcloud,#salesforce [19] #salesforce,#marketingautomation Top Word Pairs in Tweet in G5:
[50] social,media [44] marketing,cloud [29] media,marketing [20] ai,machine [20] machine,learning [20] learning,supercharge [20] supercharge,social [20] content,marketing [18] email,marketing [15] marketing,#marketing Top Word Pairs in Tweet in G6:
[20] 23,mayo [20] mayo,organizamos [20] organizamos,primer [20] primer,meetup [20] meetup,#trailblazer [20] #trailblazer,community [20] community,group [13] group,#marketingcloud [13] #marketingcloud,#madrid [13] #madrid,plazas Top Word Pairs in Tweet in G7:
[17] salesforce,connections [7] marketingcloud,persado [7] marketingcloud,customers [7] both,adobe [7] adobe,salesforce [7] salesforce,throwing [7] throwing,clouds [7] here,3 [6] hot,heels [6] heels,both Top Word Pairs in Tweet in G8:
[2] marketingcloud,marketingland [2] marketingweeked,marketingeds [2] marketingeds,marketingprofs [2] marketingprofs,valpakcoupons [2] valpakcoupons,marketingsherpa [2] marketingsherpa,gmktgplatform [2] gmktgplatform,orangemarketing Top Word Pairs in Tweet in G9:
[5] valaafshar,jtaschek [5] lzaledonis,marketingcloud [5] marketingcloud,salesforce [5] salesforce,danieljpeter [5] danieljpeter,corey_snow [5] corey_snow,sbuscemi [4] jtaschek,charlieisaacs [4] charlieisaacs,lzaledonis [3] sikakanesr,valaafshar [2] tiffani_bova,sikakanesr Top Word Pairs in Tweet in G10:
[2] loyalty360,marketingcloud [2] marketingcloud,hyken [2] hyken,cmswire Top Replied-To in Entire Graph:
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