The graph represents a network of 1,970 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 01:05 UTC.
The tweets in the network were tweeted over the 1875-day, 11-hour, 14-minute period from Monday, 18 December 2017 at 13:40 UTC to Monday, 06 February 2023 at 00:54 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 : 1970
Unique Edges : 1259
Edges With Duplicates : 5638
Total Edges : 6897
Number of Edge Types : 8
Tweet : 3477
Retweet : 1140
MentionsInRetweet : 1350
Mentions : 615
Quote : 44
Replies to : 100
MentionsInReplyTo : 55
MentionsInQuote : 116
Self-Loops : 3812
Reciprocated Vertex Pair Ratio : 0.034330985915493
Reciprocated Edge Ratio : 0.0663829787234042
Connected Components : 1028
Single-Vertex Connected Components : 811
Maximum Vertices in a Connected Component : 330
Maximum Edges in a Connected Component : 2524
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.306198
Graph Density : 0.000302918588373598
Modularity : 0.236968
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,970 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 01:05 UTC.
The tweets in the network were tweeted over the 1875-day, 11-hour, 14-minute period from Monday, 18 December 2017 at 13:40 UTC to Monday, 06 February 2023 at 00:54 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:
[1189] marketing,automation [361] read,more [248] automation,crm [234] more,#emailmarketing [230] #email,#marketingautomation [229] #emailmarketing,#jobsearch [228] #marketingautomation,#emailjobs [228] #jobsearch,#jobs [228] #emailjobs,#marketingtwitter [228] #jobs,#email Top Word Pairs in Tweet in G1:
[772] marketing,automation [224] automation,crm [158] pick,marketing [157] according,experts [157] agency,according [157] automation,agency [150] difference,between [147] between,marketing [128] #marketingautomation,#crm [85] #marketing,#marketingautomation Top Word Pairs in Tweet in G2:
[12] #marketingdigital,#marketingautomation [11] marketing,automation [10] mettre,place [9] catégories,qualification [9] #marketing,smartinsights [9] répartis,catégories [9] qualification,exposition [9] panorama,outils [9] outils,#marketing [9] smartinsights,répartis Top Word Pairs in Tweet in G3:
[13] marketing,automation [10] #marketingautomation,#digitalmarketing [9] maintain,good [9] marrinadecision,#marketingautomation [8] hygiene,improve [7] way,#socialmedia [7] really,awesome [7] #marketing,#marketingautomation [7] linkedin,influence [7] best,#marketingautomation Top Word Pairs in Tweet in G4:
[3] #presale,#fairlaunch [3] #marketingautomation,#presale [3] #fairlaunch,gt Top Word Pairs in Tweet in G5:
[4] #marketingautomation,#presale [4] #fairlaunch,gt [4] #presale,#fairlaunch Top Word Pairs in Tweet in G6:
[18] find,more [17] 2023,find [10] more,#themartechsummit [9] welcome,mr [8] singapore,25 [8] martech,summit [8] 25,26 [8] 26,april [8] #martechasia,#marketing [8] april,2023 Top Word Pairs in Tweet in G7:
[62] #digitalmarketing,#marketingautomation [53] #leadgeneration,#digitalmarketing [53] #inboundmarketing,#socialselling [53] #marketingstrategy,#inboundmarketing [53] #contentmarketing,#leadgeneration [53] #socialselling,#contentmarketing [26] #woocommerce,#lms [22] #developer,#wordpress [20] 2023,talkwalker [20] #smm,#smm23 Top Word Pairs in Tweet in G8:
[8] system,cms [8] platforms,#contentmanagement [8] #business,#transcription [8] software,#business [8] #seo,#onlinebusiness [8] #website,#seo [8] best,popular [8] management,system [8] transcription,software [8] popular,content Top Word Pairs in Tweet in G9:
[2] #presale,#fairlaunch [2] #marketingautomation,#presale [2] #fairlaunch,gt Top Word Pairs in Tweet in G10:
[2] jeanniecw,tanujdiwan [2] seatoncx,edifycmo [2] robconnellyvis1,bossladycx [2] bob_thompson,bobehayes [2] bossladycx,tracardi [2] brohawksolution,whtsuppbro [2] chiefsscott,seatoncx [2] tanujdiwan,chiefsscott [2] salesforce,jeanniecw [2] lilianapetrova,annasabryan 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: