The graph represents a network of 2,039 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, 02 May 2021 at 20:31 UTC.
The requested start date was Sunday, 02 May 2021 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 65-day, 6-hour, 11-minute period from Thursday, 25 February 2021 at 15:48 UTC to Saturday, 01 May 2021 at 22:00 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 : 2039
Unique Edges : 3910
Edges With Duplicates : 11996
Total Edges : 15906
Number of Edge Types : 5
MentionsInRetweet : 3548
Mentions : 6585
Replies to : 1840
Retweet : 2077
Tweet : 1856
Self-Loops : 1887
Reciprocated Vertex Pair Ratio : 0.0780786350148368
Reciprocated Edge Ratio : 0.144847755031825
Connected Components : 194
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 1797
Maximum Edges in a Connected Component : 15383
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.274804
Graph Density : 0.00139887502821574
Modularity : 0.257274
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,039 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, 02 May 2021 at 20:31 UTC.
The requested start date was Sunday, 02 May 2021 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 65-day, 6-hour, 11-minute period from Thursday, 25 February 2021 at 15:48 UTC to Saturday, 01 May 2021 at 22:00 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:
[472] #rt,marketingcloud [465] marketing,cloud [438] #digitalmarketing,#business [420] #business,#news [204] #digitalmarketing,#marketing [177] salesforce,marketing [162] marketingcloud,datorama [150] subject,line [146] subject,lines [138] email,subject Top Word Pairs in Tweet in G1:
[459] #rt,marketingcloud [108] marketingcloud,datorama [85] marketing,cloud [82] _,_ [81] learn,more [78] really,really [48] digital,transformation [41] marketing,cloudcast [37] marketingcloud,salesforce [37] salesforce,marketingcloud Top Word Pairs in Tweet in G2:
[240] marketing,cloud [104] #marketinginmotion,marketingcloud [104] salesforce,marketing [66] trailblazeresha,marketingcloud [57] #salesforce,#marketingcloud [57] pardot,marketingcloud [55] jaipurmarketers,marketingcloud [54] salesforce,marketingcloud [53] guilda_h,#marketinginmotion [48] marketingcloud,datorama Top Word Pairs in Tweet in G3:
[99] #loyalty,programs [83] average,#b2b [83] #b2b,buyer [83] buyer,consumes [83] consumes,13 [83] 13,pieces [83] before,deciding [83] deciding,purchase [82] #sales,#marketing [80] know,average Top Word Pairs in Tweet in G4:
[53] email,subject [53] subject,lines [52] know,use [52] predict,well [52] well,subject [52] subject,line [52] line,perform [52] perform,before [52] before,sending [51] lines,something Top Word Pairs in Tweet in G5:
[3] tonyzupancic,marketingcloud [3] codenewbies,goal [3] goal,start [3] start,writing [3] writing,simple [3] simple,utility [3] utility,scripts [3] scripts,run [3] run,#nodejs [3] #nodejs,wrote Top Word Pairs in Tweet in G6:
[77] marketing,cloud [42] #salesforce,#marketingcloud [35] #salesforce,#marketingautomation [32] #marketingcloud,#marketingautomation [30] #marketingcloud,#salesforce [27] #marketingautomation,#salesforce [27] #marketingautomation,#marketingcloud [26] salesforce,marketing [19] eliotharper,marketingcloud [15] salesforce,marketingcloud Top Word Pairs in Tweet in G7:
[16] rwang0,disruptvshow [14] nyuniversity,profgalloway [14] profgalloway,rwang0 [11] valaafshar,nyuniversity [10] philkomarny,lizkmiller [8] alanlepo,marketingcloud [8] marketingcloud,charlieisaacs [7] charlieisaacs,philkomarny [6] disruptvshow,salesforce [6] salesforce,philkomarny Top Word Pairs in Tweet in G8:
[438] #digitalmarketing,#business [420] #business,#news [204] #digitalmarketing,#marketing [28] content,marketing [26] 2021,#digitalmarketing [17] adobe,experience [17] step,step [16] marketing,#digitalmarketing [15] google,analytics [13] mustafaunlukara,adobe Top Word Pairs in Tweet in G9:
[4] data,views [2] segment,data [2] data,quickly [2] quickly,without [2] without,sql [2] sql,queries [2] queries,drag [2] drag,drop [2] drop,segmentation [2] segmentation,tool Top Word Pairs in Tweet in G10:
[4] friends,go [4] go,look [4] look,interested [2] interested,marketingcloud [2] marketingcloud,jingdaily [2] jingdaily,refulinnn [2] refulinnn,franck_thery [2] franck_thery,clotilderavin [2] clotilderavin,edesignworld [2] edesignworld,cahuenas Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: