The graph represents a network of 1,157 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 Tuesday, 30 August 2022 at 00:05 UTC.
The requested start date was Monday, 29 August 2022 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, 57-minute period from Monday, 15 August 2022 at 00:40 UTC to Sunday, 28 August 2022 at 23:37 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 : 1157
Unique Edges : 659
Edges With Duplicates : 4328
Total Edges : 4987
Number of Edge Types : 5
Tweet : 1426
Retweet : 1502
MentionsInRetweet : 1671
Mentions : 363
Replies to : 25
Self-Loops : 1471
Reciprocated Vertex Pair Ratio : 0.0127253446447508
Reciprocated Edge Ratio : 0.025130890052356
Connected Components : 411
Single-Vertex Connected Components : 295
Maximum Vertices in a Connected Component : 504
Maximum Edges in a Connected Component : 3901
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.643799
Graph Density : 0.000714022962380336
Modularity : 0.218851
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,157 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 Tuesday, 30 August 2022 at 00:05 UTC.
The requested start date was Monday, 29 August 2022 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, 57-minute period from Monday, 15 August 2022 at 00:40 UTC to Sunday, 28 August 2022 at 23:37 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:
[345] marketing,automation [284] read,more [218] email,marketing [209] #marketingautomation,video [175] more,#emailmarketing [145] #emailmarketing,#jobsearch [130] #jobsearch,#jobs [121] #marketingautomation,ondeckeo [118] #marketingautomation,#ondeckeo [117] #marketingautomation,#b2bmarketing Top Word Pairs in Tweet in G1:
[48] marketing,automation [29] #emailmarketing,#marketingautomation [19] #marketing,#marketingautomation [18] email,marketing [12] read,more [10] #marketingautomation,#marketingstrategy [10] #marketingautomation,#marketing [9] learn,more [8] work,smarter [8] smarter,harder Top Word Pairs in Tweet in G2:
[81] #martech,#digitalmarketing [81] #digitalmarketing,#cmo [78] marketing,automation [62] #cmo,#marketingautomation [61] #marketingautomation,video [52] #marketingautomation,#marketingoperations [45] #marketingautomation,#marketing [37] #marketing,video [35] #marketingautomation,#marketingstrategy [31] #marketingtips,video Top Word Pairs in Tweet in G3:
[95] adcreative,powerful [95] powerful,ai [95] ai,tool [95] tool,save [95] save,time [95] time,preparing [95] preparing,creatives [95] creatives,generate [95] generate,higher [95] higher,14x Top Word Pairs in Tweet in G4:
[40] marketing,automation [18] #marketingautomation,#digitalmarketing [15] definition,insanity [15] insanity,marketing [15] marketing,tborreson11 [15] tborreson11,#influencermarketing [15] #influencermarketing,#digitalmarketing [12] #marketingautomation,#marketingstrategy [11] automation,tools [10] #marketing,#marketingautomation Top Word Pairs in Tweet in G5:
[72] read,more [69] more,#sfmcjobs [66] #sfmcjobs,#marketingcloud [58] #marketingcloud,#salesforcejobs [56] #salesforcejobs,#salesforcecertified [56] #salesforcecertified,#jobs [56] #jobs,#whoshiring [56] #whoshiring,#hiring [56] #hiring,#findjobs [56] #findjobs,#marketingautomation Top Word Pairs in Tweet in G6:
[9] data,image [6] true,scale [6] scale,marketing [5] hexomatic,#nocode [5] #nocode,#data [5] #data,#datasecurity [5] #datasecurity,#extraction [5] #extraction,#work [5] #work,#automation [5] #automation,#platform Top Word Pairs in Tweet in G7:
[37] ما,با [37] با,استفاده [37] استفاده,از [37] از,پیشرفته [37] پیشرفته,ترین [37] ترین,استراتژی [37] استراتژی,و [37] و,حرفه [37] حرفه,ای [37] ای,ترین Top Word Pairs in Tweet in G8:
[11] make,best [11] best,use [11] use,marketing [11] marketing,automation [11] automation,software [11] software,tips [11] tips,content [11] content,marketing [11] marketing,using [11] using,#cdp Top Word Pairs in Tweet in G9:
[19] know,more [19] #digitalmarketing,#marketingautomation [17] #marketing,#marketingautomation [16] #marketingstrategy,#inboundmarketing [16] #inboundmarketing,#socialselling [16] #socialselling,#contentmarketing [16] #contentmarketing,#leadgeneration [16] #leadgeneration,#digitalmarketing [15] domain,name [13] perfect,domain Top Word Pairs in Tweet in G10:
[187] read,more [171] more,#emailmarketing [144] #emailmarketing,#jobsearch [130] #jobsearch,#jobs [106] #jobs,#email [99] email,marketing [95] emailjobsio,job [92] #email,#marketingautomation [92] #marketingautomation,#emailjobs [92] #emailjobs,#marketingtwitter Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: