The graph represents a network of 2,285 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, 25 October 2020 at 16:50 UTC.
The requested start date was Sunday, 25 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 67-day, 20-hour, 2-minute period from Monday, 17 August 2020 at 22:00 UTC to Saturday, 24 October 2020 at 18:03 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 : 2285
Unique Edges : 4219
Edges With Duplicates : 12707
Total Edges : 16926
Number of Edge Types : 5
Mentions : 6536
Replies to : 1634
Retweet : 2523
MentionsInRetweet : 4690
Tweet : 1543
Self-Loops : 1582
Reciprocated Vertex Pair Ratio : 0.0863537664940705
Reciprocated Edge Ratio : 0.158979089790898
Connected Components : 170
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 2070
Maximum Edges in a Connected Component : 16332
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.061601
Graph Density : 0.00124623007737203
Modularity : 0.251687
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,285 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, 25 October 2020 at 16:50 UTC.
The requested start date was Sunday, 25 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 67-day, 20-hour, 2-minute period from Monday, 17 August 2020 at 22:00 UTC to Saturday, 24 October 2020 at 18:03 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:
[616] #rt,marketingcloud [355] marketing,cloud [203] #salesforce,#marketingcloud [199] salesforce,marketingcloud [144] marketingcloud,salesforce [117] learn,more [115] leveraging,data [112] hong,kong [108] kong,broadband [108] broadband,network Top Word Pairs in Tweet in G1:
[106] hong,kong [105] salesforce,marketingcloud [103] leveraging,data [102] kong,broadband [102] broadband,network [94] salesforce,join [93] join,hong [93] network,co [93] co,owner [93] owner,ceo Top Word Pairs in Tweet in G2:
[613] #rt,marketingcloud [107] marketing,cloud [105] marketingcloud,salesforce [84] marketingcloud,datorama [74] marketingcloud,a2 [73] marketingcloud,a3 [61] connected,view [58] data,data [55] learn,more [55] marketingcloud,a1 Top Word Pairs in Tweet in G3:
[71] oraclemktgcloud,#marketing [54] #marketing,#tips [38] oraclemktgcloud,#modernmarketing [31] social,media [30] marketing,automation [26] pre,send [26] crm,lead [26] lead,management [26] magic,quadrant [25] andrea,tucker Top Word Pairs in Tweet in G4:
[106] marketing,cloud [80] #salesforce,#marketingcloud [52] marketingcloud,merivisvets [45] salesforce,marketing [43] salesforcemil,trailhead [41] spidergraham,sfdcjackiec [41] sfdcjackiec,salesforcemil [40] b__richardson,spidergraham [37] marketingcloud,laronmarkets__c [36] laronmarkets__c,b__richardson Top Word Pairs in Tweet in G5:
[21] marketing,cloud [21] digital,marketers [13] content,marketing [13] oracle,named [13] named,leader [12] best,practices [12] email,marketing [11] cross,channel [10] understanding,marketing [10] marketing,metrics Top Word Pairs in Tweet in G6:
[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 G7:
[3] unsplash,crowdfire [2] top,marketing [2] marketing,tools [2] tools,marketingcloud [2] marketingcloud,kajalagarwal [2] kajalagarwal,bisyommedia [2] bisyommedia,elliott_king [2] elliott_king,ashtondube [2] need,create [2] create,ads Top Word Pairs in Tweet in G8:
[13] salesforce,marketingcloud [11] sitecore,salesforce [9] learn,magic [9] magic,power [7] #personalization,game [7] power,sitecore [6] #sitecore,community [5] sitecore,hztldigital [5] hztldigital,webinar [5] join,learn Top Word Pairs in Tweet in G9:
[4] easy,looks [4] looks,gt [4] gt,latest [4] latest,blog [4] blog,increase [4] increase,roi [4] roi,send [4] send,emails [4] emails,right [4] right,time Top Word Pairs in Tweet in G10:
[22] shopify,woocommerce [22] woocommerce,bigcommerce [22] bigcommerce,magento [20] magento,marketingcloud [15] dennishegstad,shopify [2] platform,support [2] support,shopify [2] marketingcloud,think [2] marketingcloud,squarespace Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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: