The graph represents a network of 1,533 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, 19 December 2021 at 21:37 UTC.
The requested start date was Sunday, 19 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 78-day, 0-hour, 17-minute period from Friday, 01 October 2021 at 00:11 UTC to Saturday, 18 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 : 1533
Unique Edges : 2812
Edges With Duplicates : 9685
Total Edges : 12497
Number of Edge Types : 5
Retweet : 1401
MentionsInRetweet : 2028
Mentions : 6081
Tweet : 1524
Replies to : 1463
Self-Loops : 1538
Reciprocated Vertex Pair Ratio : 0.100531914893617
Reciprocated Edge Ratio : 0.182696955050749
Connected Components : 156
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 1337
Maximum Edges in a Connected Component : 12197
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.339955
Graph Density : 0.00176193371586626
Modularity : 0.217636
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,533 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, 19 December 2021 at 21:37 UTC.
The requested start date was Sunday, 19 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 78-day, 0-hour, 17-minute period from Friday, 01 October 2021 at 00:11 UTC to Saturday, 18 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:
[665] #digitalmarketing,#business [620] #business,#news [559] #rt,marketingcloud [385] marketing,cloud [346] marketingcloud,pardot [239] #digitalmarketing,#marketing [111] take,look [110] salesforce,marketingcloud [107] salesforce,marketing [105] marketingcloud,salesforce Top Word Pairs in Tweet in G1:
[555] #rt,marketingcloud [225] marketingcloud,pardot [72] marketing,cloud [65] marketingcloud,salesforce [58] marketingcloud,pardreamin [58] pardreamin,pardot [53] cyber,week [51] learn,more [49] marketingcloud,commercecloud [47] salesforce,marketingcloud Top Word Pairs in Tweet in G2:
[107] marketingcloud,pardot [40] marketing,cloud [39] salesforce,marketingcloud [39] justguilda,marketingcloud [37] pardot,marketingcloud [34] marketingcloud,salesforce [32] salesforce,trailhead [25] marketingcloud,pardreamin [21] jyothsnabitra,phxb2cug [19] #salesforce,#marketingcloud Top Word Pairs in Tweet in G3:
[191] #digitalmarketing,#business [147] #business,#news [106] take,look [46] work,together [46] cross,channel [44] digital,marketers [42] #cdp,#crms [42] #crms,#dmp [42] litmusapp,vp [42] vp,marketing Top Word Pairs in Tweet in G4:
[50] marketing,cloud [34] #marketingcloud,#salesforcemarketingcloud [31] #marketingautomation,#salesforceconsultant [31] #salesforceconsultant,#marketingcloud [30] #salesforce,#marketingautomation [23] #salesforce,#marketingcloud [22] #crm,#salesforcecrm [15] #salesforcemarketingcloud,#crm [14] salesforce,marketing [14] #salesforcecrm,#technology Top Word Pairs in Tweet in G5:
[7] 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 G6:
[7] svp,strategy [7] duckhornwine,salesforce [7] thinking,#new [7] #new,career [7] career,#changingcareers [7] #changingcareers,roles [7] roles,we've [7] we've,set [7] set,#5daycareerchallenge [7] #5daycareerchallenge,full Top Word Pairs in Tweet in G7:
[7] excited,next [7] next,salesforce [7] salesforce,support [7] support,best [7] best,practices [7] practices,event [7] event,tomorrow [7] tomorrow,talk [7] talk,delivering [7] delivering,easy Top Word Pairs in Tweet in G8:
[13] marketingcloud,pardot [10] appexchange,marketingcloud [7] salesforceorg,marketingcloud [6] marketing,cloud [5] marketingcloud,sightcall [5] sightcall,dreamforce [5] dreamforce,salesforcedevs [5] salesforcedevs,salesforcesmb [5] salesforceorg,marketing [4] salesforce,salesforceorg Top Word Pairs in Tweet in G9:
[9] marketing,cloud [5] salesforce,marketing [4] #salesforce,#marketingcloud [4] looking,top [4] top,class [4] class,#marketingcloud [4] #marketingcloud,services [4] services,here's [4] here's,list [4] list,best 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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