The graph represents a network of 1,686 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, 21 November 2021 at 21:36 UTC.
The requested start date was Sunday, 21 November 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 80-day, 0-hour, 0-minute period from Wednesday, 01 September 2021 at 00:28 UTC to Saturday, 20 November 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 : 1686
Unique Edges : 3249
Edges With Duplicates : 10977
Total Edges : 14226
Number of Edge Types : 5
Retweet : 1474
MentionsInRetweet : 2351
Tweet : 1714
Mentions : 6809
Replies to : 1878
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.0979582473044276
Reciprocated Edge Ratio : 0.178437108232344
Connected Components : 157
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 1481
Maximum Edges in a Connected Component : 13897
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.205885
Graph Density : 0.00168467146090513
Modularity : 0.211365
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,686 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, 21 November 2021 at 21:36 UTC.
The requested start date was Sunday, 21 November 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 80-day, 0-hour, 0-minute period from Wednesday, 01 September 2021 at 00:28 UTC to Saturday, 20 November 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:
[662] #rt,marketingcloud [596] #digitalmarketing,#business [570] #business,#news [460] marketing,cloud [345] marketingcloud,pardot [256] #digitalmarketing,#marketing [150] salesforce,marketingcloud [129] #salesforce,#marketingcloud [121] #df21,#df21 [117] learn,more Top Word Pairs in Tweet in G1:
[655] #rt,marketingcloud [155] marketing,cloud [87] #df21,#df21 [73] main,show [69] marketingcloud,pardot [65] learn,more [46] marketingcloud,salesforce [45] marketingcloud,commercecloud [43] marketing,analytics [41] cloud,main Top Word Pairs in Tweet in G2:
[264] marketingcloud,pardot [56] marketingcloud,dreamforce [50] salesforce,marketingcloud [49] pardot,marketingcloud [47] marketing,cloud [45] marketingcloud,pardreamin [43] marketingcloud,salesforce [35] justguilda,marketingcloud [32] marketingcloud,a2 [32] pardreamin,pardot Top Word Pairs in Tweet in G3:
[35] marketing,cloud [34] #df21,#df21 [24] salesforce,marketingcloud [17] appexchange,marketingcloud [16] register,learn [16] learn,reach [16] reach,more [16] more,subscribers [16] subscribers,inbox [16] inbox,leveraging Top Word Pairs in Tweet in G4:
[596] #digitalmarketing,#business [570] #business,#news [255] #digitalmarketing,#marketing [51] take,look [40] more,emerging [40] emerging,practice [40] practice,#marketing [40] #marketing,automation [40] automation,growing [40] scale,scope Top Word Pairs in Tweet in G5:
[37] marketing,cloud [20] #salesforce,#marketingcloud [12] salesforce,marketing [7] #marketingcloud,#cloud [6] #servicecloud,#marketingcloud [6] #ecommerce,#onlineshop [6] #onlineshop,#b2b [6] sap,marketing [5] #b2b,#b2c [5] #b2c,#sap Top Word Pairs in Tweet in G6:
[8] marketingprofs,marketingcloud [6] katana_agency,socialmktgsltns [6] socialmktgsltns,positivelytmm [6] positivelytmm,marketingprofs [6] marketingcloud,sippinsocialtea [4] sippinsocialtea,socialmedia2day [3] social_allie,katana_agency [3] socialmedia2day,jsstansel [3] jsstansel,workinsociai [2] digital,marketing Top Word Pairs in Tweet in G7:
[7] svp,strategy [5] marketingcloud,join [5] join,marketing [5] marketing,cloud's [5] cloud's,svp [5] strategy,martykihn [5] martykihn,wpp's [5] wpp's,global [5] global,head [5] head,data Top Word Pairs in Tweet in G8:
[3] annual,pay [2] 000,annual Top Word Pairs in Tweet in G9:
[104] marketing,cloud [60] #salesforce,#marketingcloud [60] #marketingautomation,#salesforce [54] #marketingcloud,#salesforce [53] #marketingcloud,#marketingautomation [50] #marketingautomation,#marketingcloud [44] #salesforce,#marketingautomation [34] saleswings,#salesforce [33] #marketingcloud,#marketingcloudusergroup [28] salesforce,marketing Top Word Pairs in Tweet in G10:
[36] salesforce,marketingcloud [11] marketing,cloud [10] gemliza,asksalesforce [10] asksalesforce,salesforce [8] tvjames,salesforce [7] marketingcloud,howtosfmc [7] ro_santander,salesforce [6] gemliza,ro_santander [6] marketingcloud,trailhead [5] coskier,marketingcloud Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
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Top Replied-To in G10:
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: