The graph represents a network of 2,375 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, 03 January 2021 at 17:53 UTC.
The requested start date was Sunday, 03 January 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 87-day, 6-hour, 18-minute period from Wednesday, 07 October 2020 at 17:59 UTC to Sunday, 03 January 2021 at 00:17 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 : 2375
Unique Edges : 4291
Edges With Duplicates : 11800
Total Edges : 16091
Number of Edge Types : 5
Replies to : 1307
Mentions : 7429
MentionsInRetweet : 3346
Retweet : 2024
Tweet : 1985
Self-Loops : 2004
Reciprocated Vertex Pair Ratio : 0.0915277305205852
Reciprocated Edge Ratio : 0.167705735660848
Connected Components : 181
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 2127
Maximum Edges in a Connected Component : 15481
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.138781
Graph Density : 0.00113794173724117
Modularity : 0.248168
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,375 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, 03 January 2021 at 17:53 UTC.
The requested start date was Sunday, 03 January 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 87-day, 6-hour, 18-minute period from Wednesday, 07 October 2020 at 17:59 UTC to Sunday, 03 January 2021 at 00:17 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:
[693] #rt,marketingcloud [410] marketing,cloud [226] #salesforce,#marketingcloud [204] #digitalmarketing,#business [199] #business,#news [184] salesforce,marketingcloud [156] learn,more [126] #marketingcloud,#salesforce [125] email,marketing [122] marketingcloud,salesforce Top Word Pairs in Tweet in G1:
[73] marketing,cloud [58] pardot,marketingcloud [43] ĉ,ĉ [38] learn,more [34] marketingcloud,a5 [34] really,really [30] customer,360 [30] marketingcloud,a2 [28] customer,data [26] marketingcloud,a3 Top Word Pairs in Tweet in G2:
[78] salesforce,marketingcloud [64] marketing,cloud [34] customer,360 [32] learn,more [27] marketingcloud,salescloud [25] 360,audiences [20] customer,data [20] marketingcloud,salesforce [19] marketingcloud,join [19] dreamforce,#dreamtx Top Word Pairs in Tweet in G3:
[679] #rt,marketingcloud [82] marketing,cloud [75] marketingcloud,salesforce [52] marketingcloud,datorama [49] learn,more [41] customer,360 [39] customer,data [35] marketingcloud,commercecloud [34] salesforce,marketingcloud [32] 360,audiences Top Word Pairs in Tweet in G4:
[61] oraclemktgcloud,#marketing [57] #marketing,#tips [50] long,term [45] oraclemktgcloud,#modernmarketing [43] future,travel [41] advanced,intelligence [38] game,changer [37] powered,#machinelearning [37] intelligence,capabilities [37] capabilities,game Top Word Pairs in Tweet in G5:
[179] #salesforce,#marketingcloud [152] marketing,cloud [106] #marketingcloud,#salesforce [88] #marketingcloud,#marketingautomation [85] #marketingautomation,#salesforce [82] salesforce,marketing [77] #salesforce,#marketingautomation [77] #marketingautomation,#marketingcloud [39] journey,builder [26] salesforce,marketingcloud Top Word Pairs in Tweet in G6:
[19] best,practices [18] marketing,cloud [18] email,marketing [18] digital,marketers [17] marketing,automation [16] cross,channel [13] leader,omdia [12] omdia,digital [12] digital,experience [12] experience,management Top Word Pairs in Tweet in G7:
[3] salesforce,marketingcloud [3] marketingcloud,dreamforce [2] क,य [2] google,facebook [2] facebook,instagram [2] salesforceorg,marketingcloud [2] salesforceorg,salesforcedevs Top Word Pairs in Tweet in G8:
[11] ù,ø [10] ø,ù [9] ø,ø [9] ù,ù [6] unsplash,crowdfire [3] ø,ùšù [3] ù,øªø [2] twittermktg,marketingprofs [2] quotes,marketing [2] marketing,strategy Top Word Pairs in Tweet in G9:
[203] #digitalmarketing,#business [199] #business,#news [60] #digitalmarketing,#marketing [11] #digitalmarketing,#digital [10] 2020,#digitalmarketing [9] #digital,#marketing [8] egain,modernizes [8] modernizes,ivr [8] ivr,engagement [8] engagement,ai Top Word Pairs in Tweet in G10:
[49] #cloudcomputing,#enterprise [33] #enterprise,#orchestration [32] #orchestration,#integration [23] #integration,#servicecloud [21] #servicecloud,#marketingcloud [20] services,#cloudcomputing [19] #marketingcloud,#commercecloud [18] #commercecloud,#datacloud [14] #datacloud,#sap [13] application,integration 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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