The graph represents a network of 1,905 Twitter users whose recent tweets contained "marketingautomation ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 01:05 UTC.
The tweets in the network were tweeted over the 1557-day, 9-hour, 8-minute period from Thursday, 29 November 2018 at 15:51 UTC to Monday, 06 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1905
Unique Edges : 1121
Edges With Duplicates : 5629
Total Edges : 6750
Number of Edge Types : 8
Tweet : 3580
MentionsInQuote : 93
Quote : 30
Mentions : 561
Replies to : 184
Retweet : 1043
MentionsInRetweet : 1211
MentionsInReplyTo : 48
Self-Loops : 4001
Reciprocated Vertex Pair Ratio : 0.0393474088291747
Reciprocated Edge Ratio : 0.0757156048014774
Connected Components : 1023
Single-Vertex Connected Components : 831
Maximum Vertices in a Connected Component : 337
Maximum Edges in a Connected Component : 1930
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.035623
Graph Density : 0.000298584000529346
Modularity : 0.228772
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,905 Twitter users whose recent tweets contained "marketingautomation ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 01:05 UTC.
The tweets in the network were tweeted over the 1557-day, 9-hour, 8-minute period from Thursday, 29 November 2018 at 15:51 UTC to Monday, 06 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1243] marketing,automation [448] read,more [300] automation,crm [281] more,#emailmarketing [277] email,marketing [277] #emailmarketing,#jobsearch [276] #jobsearch,#jobs [275] #marketingautomation,#emailjobs [275] #emailjobs,#marketingtwitter [275] #email,#marketingautomation Top Word Pairs in Tweet in G1:
[881] marketing,automation [273] automation,crm [183] pick,marketing [183] automation,agency [182] according,experts [182] agency,according [172] difference,between [170] between,marketing [169] #marketingautomation,#crm [97] #marketing,#marketingautomation Top Word Pairs in Tweet in G2:
[12] comprendre,délivrabilité [12] délivrabilité,parcours [12] 10,étapes [11] #marketingautomation,#marketingdigital [11] mettre,place [10] lead,nurturing [10] infographie,comprendre [10] #marketingdigital,#marketingautomation [10] email,10 [10] parcours,email Top Word Pairs in Tweet in G3:
[11] marketing,automation [6] direct,mail [5] small,businesses [4] #management,direct [4] agencies,campaign [4] one,place [4] solution,agencies [4] planning,#management [4] hubspot,activecampaign [4] #crm,#marketingautomation Top Word Pairs in Tweet in G4:
[130] #saas,#crm [130] #software,#saas [130] #digitalmarketing,#software [129] digital,marketing [127] #crm,#cms [119] today,#digitalmarketing [119] marketing,tools [108] tools,try [108] try,today [67] #cms,#hubspot Top Word Pairs in Tweet in G5:
[48] cómo,funciona [32] mejor,trabajo [32] sabes,hacerlo [32] tareas,diarias [32] diarias,sabes [32] hacerlo,recomiendo [32] gestionar,mejor [32] trabajo,tareas [32] quieres,gestionar [32] recomiendo,veas Top Word Pairs in Tweet in G6:
[5] #marketingautomation,#presale [5] #trustwallet,#eth [5] #eth,#uniswap [5] gt,#endsarz [5] #fairlaunch,gt [5] #presale,#fairlaunch [5] #endsarz,#trustwallet Top Word Pairs in Tweet in G7:
[19] marketing,automation [14] #marketingautomation,help [13] rates,make [13] more,conversions [13] open,click [13] conversions,sales [13] better,open [13] generate,better [13] make,more [13] help,generate Top Word Pairs in Tweet in G8:
[12] cuenta,#desmarketinges [12] #marketingautomation,cuenta [12] #desmarketinges,detallado [12] muerto,#marketingautomation [12] detallado,artículo [10] perbea123,muerto [10] artículo,ht [10] #aicontentmarketing,#marketingautomation [9] content,marketing [6] latest,lightbulb Top Word Pairs in Tweet in G9:
[2] #presale,#fairlaunch [2] #marketingautomation,#presale [2] #fairlaunch,gt Top Word Pairs in Tweet in G10:
[27] check,link [27] business,check [27] #fiverr,#marketingautomation [27] #amazonseller,#sale [27] successful,business [27] #sale,#marketplace [27] #virtualassistant,#ppc [27] link,#amazon [27] #amazonfba,#amazonseller [27] #marketingautomation,#ecommerce Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G10:
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: