The graph represents a network of 1,813 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, 05 December 2021 at 21:37 UTC.
The requested start date was Sunday, 05 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 88-day, 3-hour, 59-minute period from Tuesday, 07 September 2021 at 20:28 UTC to Sunday, 05 December 2021 at 00:28 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 : 1813
Unique Edges : 3488
Edges With Duplicates : 11809
Total Edges : 15297
Number of Edge Types : 5
Mentions : 7271
Replies to : 1884
Retweet : 1695
MentionsInRetweet : 2613
Tweet : 1834
Self-Loops : 1851
Reciprocated Vertex Pair Ratio : 0.0947301045444847
Reciprocated Edge Ratio : 0.173065679204833
Connected Components : 163
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 1607
Maximum Edges in a Connected Component : 14968
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.162634
Graph Density : 0.00156187407843037
Modularity : 0.209408
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,813 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, 05 December 2021 at 21:37 UTC.
The requested start date was Sunday, 05 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 88-day, 3-hour, 59-minute period from Tuesday, 07 September 2021 at 20:28 UTC to Sunday, 05 December 2021 at 00:28 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[696] #rt,marketingcloud [694] #digitalmarketing,#business [658] #business,#news [512] marketing,cloud [352] marketingcloud,pardot [286] #digitalmarketing,#marketing [147] salesforce,marketingcloud [140] #salesforce,#marketingcloud [123] marketingcloud,salesforce [121] #df21,#df21 Top Word Pairs in Tweet in G1:
[689] #rt,marketingcloud [244] marketing,cloud [87] #df21,#df21 [71] marketingcloud,pardot [68] main,show [67] marketingcloud,salesforce [67] learn,more [54] #salesforce,#marketingcloud [53] #marketingcloud,#salesforce [52] #marketingautomation,#salesforce Top Word Pairs in Tweet in G2:
[255] marketingcloud,pardot [50] salesforce,marketingcloud [49] pardot,marketingcloud [48] marketing,cloud [47] marketingcloud,dreamforce [42] marketingcloud,pardreamin [39] marketingcloud,salesforce [39] justguilda,marketingcloud [31] marketingcloud,a2 [31] marketingcloud,#marketingchats Top Word Pairs in Tweet in G3:
[50] marketing,cloud [34] #df21,#df21 [34] salesforce,marketingcloud [18] learn,more [14] marketingcloud,salesforce [13] exclusive,interview [13] interview,mikekostow [13] mikekostow,evp [13] evp,marketingcloud [13] marketingcloud,slackhq Top Word Pairs in Tweet in G4:
[694] #digitalmarketing,#business [658] #business,#news [285] #digitalmarketing,#marketing [70] take,look [49] content,marketing [45] cross,channel [42] channel,#marketing [42] litmusapp,vp [42] vp,marketing [42] marketing,cynthiahprice Top Word Pairs in Tweet in G5:
[44] marketing,cloud [24] #salesforce,#marketingcloud [12] salesforce,marketing [10] #marketingcloud,#cloud [10] sap,marketing [6] #servicecloud,#marketingcloud [6] #ecommerce,#onlineshop [6] #onlineshop,#b2b [6] email,marketing [6] learn,more Top Word Pairs in Tweet in G6:
[8] marketingprofs,marketingcloud [6] katana_agency,socialmktgsltns [6] socialmktgsltns,positivelytmm [6] positivelytmm,marketingprofs [6] marketingcloud,sippinsocialtea [4] #usa,#canada [4] sippinsocialtea,socialmedia2day [3] marketing,campaigns [3] contact,salesforce [3] #erp,#crm Top Word Pairs in Tweet in G7:
[3] annual,pay [2] take,survey [2] survey,shoptoday [2] shoptoday,marketwatch [2] marketwatch,marketingcloud [2] 000,annual Top Word Pairs in Tweet in G8:
[11] video,listo [9] marketing,cloud [8] tutorial,marketing [8] cloud,connect [8] connect,pep_aguilo [8] pep_aguilo,gt [8] gt,os [8] os,perdáis [8] perdáis,salesforcedevs [7] albasfdc,tutorial Top Word Pairs in Tweet in G9:
[10] marketing,cloud [8] justguilda,community [8] community,one [8] one,important [8] important,things [8] things,world [8] world,swbjoyce [8] swbjoyce,innovators [8] innovators,disrupter [8] #marketingcloud,course Top Word Pairs in Tweet in G10:
[11] constellation,shortlist [11] shortlist,b2b [11] b2b,marketing [11] marketing,automation [11] automation,enterprise [8] enterprise,lizkmiller [7] know,solutions [7] solutions,check [7] check,constellation [7] lizkmiller,goacoustic Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: