The graph represents a network of 2,589 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, 04 October 2020 at 16:51 UTC.
The requested start date was Sunday, 04 October 2020 at 00:01 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, 23-hour, 52-minute period from Thursday, 16 July 2020 at 18:42 UTC to Saturday, 03 October 2020 at 18:35 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 : 2589
Unique Edges : 5556
Edges With Duplicates : 13932
Total Edges : 19488
Number of Edge Types : 5
Mentions : 8388
Tweet : 1732
Replies to : 1172
Retweet : 2785
MentionsInRetweet : 5411
Self-Loops : 1772
Reciprocated Vertex Pair Ratio : 0.0788896061975468
Reciprocated Edge Ratio : 0.146242221158449
Connected Components : 185
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 2314
Maximum Edges in a Connected Component : 18908
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.107308
Graph Density : 0.00124710238238941
Modularity : 0.262887
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,589 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, 04 October 2020 at 16:51 UTC.
The requested start date was Sunday, 04 October 2020 at 00:01 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, 23-hour, 52-minute period from Thursday, 16 July 2020 at 18:42 UTC to Saturday, 03 October 2020 at 18:35 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:
[561] #rt,marketingcloud [416] marketing,cloud [260] #salesforce,#marketingcloud [247] salesforce,marketingcloud [172] marketingcloud,salesforce [171] learn,more [135] data,driven [132] pardot,marketingcloud [126] journey,builder [123] salesforce,marketing Top Word Pairs in Tweet in G1:
[516] #rt,marketingcloud [104] leveraging,data [100] hong,kong [100] kong,broadband [100] broadband,network [97] marketingcloud,salesforce [95] salesforce,join [93] join,hong [93] network,co [93] co,owner Top Word Pairs in Tweet in G2:
[91] salesforce,marketingcloud [62] marketing,cloud [51] pardot,marketingcloud [50] salesforce,pardot [48] learn,more [47] marketingcloud,salesforcejobs [42] emilyfultz91,salesforce [35] data,driven [34] live,#dmexco20 [31] customer,data Top Word Pairs in Tweet in G3:
[79] oraclemktgcloud,#marketing [61] #marketing,#tips [38] oraclemktgcloud,#modernmarketing [35] oraclemktgcloud's,chadswhite [34] lifetime,value [32] email,marketing [30] social,media [30] increase,subscriber [30] subscriber,lifetime [29] holiday,season Top Word Pairs in Tweet in G4:
[72] pardot,marketingcloud [58] marketing,cloud [45] marketingcloud,salesforce [39] penfielddigital,#rt [39] #rt,marketingcloud [39] shibua,trailhead [38] guilda_h,arpitvijay95 [38] onlinetanu,marketingcloud [38] suratwit_sfug,sikhabaid [37] marketingcloud,#emailgeeks Top Word Pairs in Tweet in G5:
[187] #salesforce,#marketingcloud [121] marketing,cloud [98] #marketingcloud,#marketingautomation [94] #marketingcloud,#salesforce [92] #marketingautomation,#salesforce [91] #salesforce,#marketingautomation [81] #marketingautomation,#marketingcloud [56] marketingcloud,merivisvets [48] salesforce,marketing [46] salesforce,marketingcloud Top Word Pairs in Tweet in G6:
[29] marketing,cloud [11] #salesforce,#marketingcloud [10] best,practices [9] digital,marketers [9] marketing,automation [8] email,marketing [8] #servicecloud,#marketingcloud [8] social,media [7] customer,experience [6] holiday,season Top Word Pairs in Tweet in G7:
[7] briansolis,karenmangia [7] valaafshar,granitetelecom [7] granitetelecom,celtics [7] celtics,bostoncannons [7] bostoncannons,zdnet [7] zdnet,salesforce [7] salesforce,salesforceeq [7] salesforceeq,briansolis [7] philkomarny,marketingcloud [7] marketing,cloud Top Word Pairs in Tweet in G8:
[17] marketing,cloud [11] sitecore,salesforce [10] salesforce,marketingcloud [9] learn,magic [9] magic,power [9] shortlist,b2b [9] b2b,marketing [9] marketing,automation [9] automation,enterprise [9] enterprise,lizkmiller Top Word Pairs in Tweet in G9:
[3] marketingcloud,api_daily [3] five,key [3] key,points [3] points,consider [3] consider,executing [3] executing,tagging [3] tagging,strategy [3] strategy,chartio [3] chartio,productschool [3] productschool,thinkwithgoogle Top Word Pairs in Tweet in G10:
[11] marketingcloud,twittermktg [9] #registernow,gi_index [9] gi_index,ipm_il [9] ipm_il,euscienceinnov [9] euscienceinnov,smfthinktank [9] smfthinktank,kimgarst [9] kimgarst,marketingcloud [9] twittermktg,cgiar_data [8] aditimishra821,#registernow [7] cgiar_data,farminâ 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: