The graph represents a network of 2,682 Twitter users whose recent tweets contained "contentmarketing", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 23:43 UTC.
The tweets in the network were tweeted over the 2135-day, 23-hour, 15-minute period from Saturday, 06 May 2017 at 01:44 UTC to Sunday, 12 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 : 2682
Unique Edges : 1842
Edges With Duplicates : 5491
Total Edges : 7333
Number of Edge Types : 8
Tweet : 3505
Retweet : 1181
MentionsInRetweet : 1604
Mentions : 755
Quote : 25
Replies to : 188
MentionsInReplyTo : 53
MentionsInQuote : 22
Self-Loops : 4091
Reciprocated Vertex Pair Ratio : 0.0204986149584488
Reciprocated Edge Ratio : 0.0401737242128122
Connected Components : 1331
Single-Vertex Connected Components : 1033
Maximum Vertices in a Connected Component : 515
Maximum Edges in a Connected Component : 1720
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.999324
Graph Density : 0.000256173403526515
Modularity : 0.330524
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,682 Twitter users whose recent tweets contained "contentmarketing", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 23:43 UTC.
The tweets in the network were tweeted over the 2135-day, 23-hour, 15-minute period from Saturday, 06 May 2017 at 01:44 UTC to Sunday, 12 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 : contentmarketing
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:
[687] #contentmarketing,#socialmedia [636] #socialmedia,#seo [621] #visualcontenting,#contentmarketing [433] content,marketing [311] social,media [293] #digitalmarketing,#marketing [202] gt,gt [202] marketing,branding [201] #marketing,elonmusk [201] quotes,marketing Top Word Pairs in Tweet in G1:
[193] content,marketing [117] social,media [88] #socialmediamarketing,#contentmarketing [87] #digitalmarketing,#contentmarketing [84] #contentmarketing,#digitalmarketing [84] digital,marketing [70] read,more [67] #marketing,#contentmarketing [64] #seo,#contentmarketing [62] #contentmarketing,#marketing Top Word Pairs in Tweet in G2:
[201] insightful,quotes [201] branding,#digitalmarketing [201] marketing,branding [201] #digitalmarketing,#marketing [201] quotes,marketing [201] #marketing,elonmusk [200] elonmusk,#socialmed [200] stevenjosephr,insightful Top Word Pairs in Tweet in G3:
[16] marketing,contenu [13] mots,clés [13] votre,site [12] contenu,vidéo [10] comment,utiliser [9] vidéo,youtube [8] kolsquare,#socialmedia [8] #contentmarketing,comment [8] devez,savoir [8] ce,devez Top Word Pairs in Tweet in G4:
[59] #seo,#contentmarketing [53] try,free [51] free,#seo [50] #blogger,#bloggingtips [50] #articles,#blogger [47] #bloggingtips,#marketing [45] #marketing,#startup [42] #blogging,#blog [36] #blog,#contentwriting [35] #contentmarketing,#ai Top Word Pairs in Tweet in G5:
[14] #marketing,#contentmarketing [8] content,marketing [7] #contentmarketing,#marketing [6] latest,massimo [6] massimo,facchinetti [6] facchinetti,daily [6] daily,thanks [5] human,input [4] wsj,forbesbizcncl [4] tunes,doodly Top Word Pairs in Tweet in G6:
[17] content,marketing [8] content,curation [6] effective,way [4] content,strategy [4] medium,#contentcreator [4] 25,content [4] use,2023 [4] list,top [4] top,25 [4] #contentcreator,#contentmarketing Top Word Pairs in Tweet in G7:
[51] #contentmarketing,#marketing [18] content,marketing [14] #marketingtips,#contentmarketing [14] #seotips,#marketing [14] #digitalmarketing,#socialmediamarketing [14] #marketing,#digitalmarketing [14] #socialmediamarketing,#marketingtips [11] #seoproblems,#seoexpert [11] #seoagency,#seoconsultant [11] common,content Top Word Pairs in Tweet in G8:
[24] #digitalmarketing,#marketing [20] #marketing,#socialmediamarketing [18] #socialmediamarketing,#socialmedia [16] #socialmediamarketing,#digitalmarketing [16] #socialmedia,#business [15] #branding,#business [15] #marketing,#branding [15] #digitalmarketing,#socialmedia [15] content,marketing [15] #socialmedia,#marketing Top Word Pairs in Tweet in G9:
[9] digital,marketing [7] library,web [7] latest,library [7] #contentmarketing,#contentcuration [7] web,news [6] magazine,please [6] marketing,magazine [6] retweet,thanks [6] please,retweet [6] news,thanks Top Word Pairs in Tweet in G10:
[13] social,media [12] #onlinemarketing,#contentmarketing [11] use,linkedin [11] business,2023 [11] 10,ways [11] #digitalmarketing,#socialmedia [11] 2023,#linkedin [11] #linkedin,#business [11] ways,use [11] marketing,business Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: