The graph represents a network of 2,411 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 Sunday, 10 November 2019 at 21:18 UTC.
The requested start date was Sunday, 10 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 69-day, 21-hour, 34-minute period from Sunday, 01 September 2019 at 03:00 UTC to Sunday, 10 November 2019 at 00:34 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 : 2411
Unique Edges : 4640
Edges With Duplicates : 5323
Total Edges : 9963
Number of Edge Types : 3
Mentions : 7866
Tweet : 1555
Replies to : 542
Self-Loops : 1555
Reciprocated Vertex Pair Ratio : 0.0496494220200872
Reciprocated Edge Ratio : 0.0946019137028345
Connected Components : 275
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 2037
Maximum Edges in a Connected Component : 9165
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.784439
Graph Density : 0.000953272604298074
Modularity : 0.398517
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,411 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 Sunday, 10 November 2019 at 21:18 UTC.
The requested start date was Sunday, 10 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 69-day, 21-hour, 34-minute period from Sunday, 01 September 2019 at 03:00 UTC to Sunday, 10 November 2019 at 00:34 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Marketingcloud
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[301] marketing,cloud [258] salesforce,marketingcloud [122] salesforce,marketing [108] check,out [99] learn,more [98] social,media [92] account,based [89] #rt,marketingcloud [80] ðÿ,ž [80] cloud,administrator Top Word Pairs in Tweet in G1:
[55] learn,more [55] lead,management [54] oraclemktgcloud,#modernmarketing [53] customer,journey [52] magic,quadrant [52] serenity,gibbons [49] #marketing,#sales [49] increase,win [49] win,rate [49] oracle,#datadriven Top Word Pairs in Tweet in G2:
[124] marketing,cloud [71] salesforce,marketing [62] hot,press [62] press,ðÿ [62] ðÿ,ž [62] ž,salesforce [62] cloud,administrator [62] administrator,credential [62] credential,now [62] now,available Top Word Pairs in Tweet in G3:
[116] salesforce,marketingcloud [84] #rt,marketingcloud [33] marketing,cloud [31] marketingcloud,pardot [30] marketingcloud,salesforce [29] check,out [28] named,one [24] _,_ [23] one,top [22] marketingcloud,commercecloud Top Word Pairs in Tweet in G4:
[34] marketing,cloud [19] social,media [18] account,based [14] #salesforce,#marketingcloud [13] check,out [13] based,marketing [12] use,social [12] media,part [12] part,account [11] salesforce,marketing Top Word Pairs in Tweet in G5:
[74] salesforce,marketingcloud [49] marketing,cloud [44] pepuptech,marketingcloud [23] eliotharper,marketingcloud [21] marketingcloud,class [19] marketingcloud,engineer [18] guilda_h,marketingcloud [17] check,out [17] salesforce,marketing [15] journey,builder Top Word Pairs in Tweet in G6:
[18] social,media [14] marketing,accounts [13] 10,marketing [10] 5,essential [10] essential,things [10] things,marketers [10] marketers,know [10] know,sales [10] marketing,oraclemktgcloud [9] use,social Top Word Pairs in Tweet in G7:
[10] #marketingcloud,#salescloud [10] sets,apart [10] apart,#marketingautomation [10] #marketingautomation,#crm [7] #crm,#customerjourney [7] #customerjourney,#emailmarketing [7] #emailmarketing,#b2b [7] #b2b,#b2c [7] #b2c,#pardot [7] #pardot,salesforce Top Word Pairs in Tweet in G8:
[3] #sitecore,9 [3] 9,2 [3] 2,comes [3] comes,more [3] more,striking [3] striking,enhancements [3] enhancements,include [3] include,improvements [3] improvements,sitecore [3] sitecore,#sxa Top Word Pairs in Tweet in G9:
[34] trailhead,vetforce [20] mikehoal,robert__everett [18] daniel_weyant,admin_dan [17] salesforce,marketingcloud [17] merivis_vets,b__richardson [17] b__richardson,trailhead [17] marketingcloud,merivis_vets [17] vetforce,daniel_weyant [17] admin_dan,desmondwroman [17] desmondwroman,nickcharlessatx Top Word Pairs in Tweet in G10:
[3] africatweetchat,yateghteghs [3] yateghteghs,barryonyango [3] barryonyango,jumaphelix [3] jumaphelix,belloafeez_ [3] belloafeez_,official_yuva [3] official_yuva,jynapster [3] jynapster,janetmachuka_ [3] brand24,sproutsocial [3] sproutsocial,hootsuite [3] hootsuite,marketingcloud 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: