The graph represents a network of 1,001 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 22:54 UTC.
The requested start date was Monday, 06 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 48-minute period from Monday, 23 August 2021 at 01:02 UTC to Sunday, 05 September 2021 at 23:51 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 : 1001
Unique Edges : 547
Edges With Duplicates : 2254
Total Edges : 2801
Number of Edge Types : 5
Tweet : 865
Retweet : 745
MentionsInRetweet : 853
Mentions : 333
Replies to : 5
Self-Loops : 898
Reciprocated Vertex Pair Ratio : 0.0280146163215591
Reciprocated Edge Ratio : 0.0545023696682464
Connected Components : 328
Single-Vertex Connected Components : 210
Maximum Vertices in a Connected Component : 432
Maximum Edges in a Connected Component : 1744
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.487038
Graph Density : 0.000843156843156843
Modularity : 0.340049
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,001 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 22:54 UTC.
The requested start date was Monday, 06 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 48-minute period from Monday, 23 August 2021 at 01:02 UTC to Sunday, 05 September 2021 at 23:51 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 : marketingautomation
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:
[317] marketing,automation [97] #chatbots,#marketingautomation [89] #marketingautomation,#omnichannel [89] #omnichannel,#customerservice [89] #customerservice,nope [89] nope,buzzwords [89] buzzwords,features [89] features,business [88] infobip,#chatbots [75] ondeckeo,video Top Word Pairs in Tweet in G1:
[59] marketing,automation [20] #emailmarketing,#marketingautomation [20] #salesforce,#marketingautomation [19] #marketingcloud,#marketingautomation [18] #marketingautomation,#salesforce [16] social,media [16] email,marketing [14] #marketingautomation,#marketing [13] gt,gt [13] cómo,automatización Top Word Pairs in Tweet in G2:
[87] #chatbots,#marketingautomation [87] #marketingautomation,#omnichannel [87] #omnichannel,#customerservice [87] #customerservice,nope [87] nope,buzzwords [87] buzzwords,features [87] features,business [86] infobip,#chatbots [3] learn,more [3] #rabbitmq,smart Top Word Pairs in Tweet in G3:
[62] marketing,automation [26] #digitalmarketing,#marketingautomation [17] read,full [17] full,article [15] marketers,need [15] digital,marketing [14] #marketingautomation,#digitalmarketing [14] read,more [14] #leadgeneration,#digitalmarketing [13] #marketingstrategy,#inboundmarketing Top Word Pairs in Tweet in G4:
[44] auto,share [44] share,facebook [44] facebook,groups [44] groups,#digitalmarketing [44] #digitalmarketing,#socialmediamarketing [43] foxbots_net,auto [43] #socialmediamarketing,#facebookmarket Top Word Pairs in Tweet in G5:
[52] #martech,#marketingtechnology [40] #martechfest,global [38] #cmo,#marketingautomation [37] marketing,automation [30] #marketingtechnology,#cmo [29] find,more [28] #marketingautomation,#marketingoperations [20] person,event [20] event,#martechfest [20] person,anti Top Word Pairs in Tweet in G6:
[17] learn,more [16] b2c,#marketingautomation [14] constellationr,shortlist [14] shortlist,b2c [13] #sugarmarket,named [13] small,midsize [13] b2c,marketing [13] marketing,automation [12] #marketingautomation,solution [10] named,constellationr Top Word Pairs in Tweet in G7:
[24] #100daysofcode,#ai [24] #ai,#bot [24] #bot,#codenewbie [23] advance,#marketingautomation [23] #marketingautomation,experience [23] experience,#cloudnative [23] #cloudnative,solution [23] solution,#unicaisback [23] #unicaisback,#100daysofcode [22] fracurzi,advance Top Word Pairs in Tweet in G8:
[21] learn,more [21] more,oraclemarketing [20] right,#marketingautomation [20] #marketingautomation,solution [20] solution,increase [20] increase,customer [20] customer,lifetime [20] lifetime,value [20] value,#clv [20] #clv,providing Top Word Pairs in Tweet in G9:
[4] worktechreview,lists [3] growing,business [3] business,free [3] free,cheap [3] cheap,bettering [3] bettering,#marketingstrategy [3] #marketingstrategy,one [3] one,those [3] those,things [3] award,winning Top Word Pairs in Tweet in G10:
[7] automate,lifecycle [7] lifecycle,marketing [7] marketing,engagement [7] engagement,channels [7] channels,clevertap [7] clevertap,#lifecyclemarketing [7] #lifecyclemarketing,#marketingautomation [6] used,#marketingautomation [6] #marketingautomation,grow [6] grow,#email Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: