The graph represents a network of 2,221 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 Tuesday, 23 April 2019 at 03:44 UTC.
The requested start date was Tuesday, 23 April 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 80-day, 11-hour, 12-minute period from Friday, 01 February 2019 at 12:26 UTC to Monday, 22 April 2019 at 23:38 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 : 2221
Unique Edges : 3751
Edges With Duplicates : 4308
Total Edges : 8059
Number of Edge Types : 3
Mentions : 5723
Tweet : 2004
Replies to : 332
Self-Loops : 2004
Reciprocated Vertex Pair Ratio : 0.0510670731707317
Reciprocated Edge Ratio : 0.0971718636693256
Connected Components : 343
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 1744
Maximum Edges in a Connected Component : 6963
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.725539
Graph Density : 0.000839042554486048
Modularity : 0.391056
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[266] marketing,cloud [224] social,media [198] modern,marketing [159] influencer,series [125] #salesforce,#marketingcloud [121] blog,influencer [120] salesforce,marketingcloud [115] marketing,blog [114] #digitalmarketing,#marketing [99] read,more Top Word Pairs in Tweet in G1:
[62] modern,marketing [59] read,more [53] marketing,strategy [52] social,media [52] influencer,series [50] oraclemktgcloud,#marketing [44] content,marketing [42] learn,more [42] still,king [40] king,customer Top Word Pairs in Tweet in G2:
[70] salesforce,marketingcloud [45] marketing,cloud [40] real,time [39] social,studio [39] learn,create [33] release,live [31] email,marketing [31] customer,data [27] cross,channel [25] time,marketingcloud Top Word Pairs in Tweet in G3:
[59] pardot,marketingcloud [44] #salesforce,#marketingcloud [31] excited,share [31] share,salesforce [31] salesforce,sponsoring [31] sponsoring,wnba [31] wnba,team [31] team,indianafever [31] indianafever,ceo [31] ceo,marketingcloud Top Word Pairs in Tweet in G4:
[60] social,media [45] marketing,cloud [44] modern,marketing [40] influencer,series [34] blog,influencer [30] marketing,blog [24] channel,vs [23] #salesforce,#marketingcloud [20] content,marketing [20] series,3 Top Word Pairs in Tweet in G5:
[33] #eharmony,#vday [33] #vday,#ai [33] #ai,oracle [26] promo,code [26] code,oracle [25] 10,plan [25] behind,eharmony [25] eharmony,oracle [25] oracle,playing [25] playing,#cupid Top Word Pairs in Tweet in G6:
[108] #digitalmarketing,#marketing [69] modern,marketing [64] social,media [50] influencer,series [49] #modernmarketing,#digitalmarketing [45] marketing,cloud [44] latest,oracle [44] oracle,marketing [39] marketing,blog [39] blog,influencer Top Word Pairs in Tweet in G7:
[13] #marketingcloud,team [12] team,attending [12] #googlenext19,event [12] event,april [12] april,9 [12] 9,11 [12] 11,know [12] request,time [12] time,meet [12] meet,experts Top Word Pairs in Tweet in G8:
[35] marketing,cloud [26] solvis,estamos [26] estamos,buscando [19] jesus_hoyos,solvis [15] marketing,automation [14] buscando,candidatos [14] candidatos,vacante [14] vacante,marketing [14] automation,specialist [14] specialist,marketing Top Word Pairs in Tweet in G9:
[23] salesforce,marketingcloud [14] budlight,pepsi [11] won,year's [11] year's,#adbowl [11] #adbowl,salesforce [11] marketingcloud,analysis [11] analysis,found [11] found,budlight [7] ads,mentioned [7] mentioned,twitter Top Word Pairs in Tweet in G10:
[4] marketingland,marketingprofs [3] fatefoundation,bestpracticesm [3] bestpracticesm,linkedinmktg [3] linkedinmktg,marketingweeked [3] marketingweeked,marketingland [3] marketingprofs,marketing [2] marketingcloud,marketingland [2] okennapeter,fatefoundation [2] marketing,marketingandweb [2] marketingandweb,marketingcloud 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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