The graph represents a network of 2,486 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 23:43 UTC.
The tweets in the network were tweeted over the 2478-day, 9-hour, 13-minute period from Saturday, 07 May 2016 at 15:46 UTC to Sunday, 19 February 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 : 2486
Unique Edges : 1544
Edges With Duplicates : 5328
Total Edges : 6872
Number of Edge Types : 9
Tweet : 3697
Retweet : 961
MentionsInRetweet : 1139
Mentions : 830
Replies to : 149
Quote : 33
MentionsInQuote : 11
MentionsInReplyTo : 47
MentionsInQuoteReply : 5
Self-Loops : 4182
Reciprocated Vertex Pair Ratio : 0.0297166551485833
Reciprocated Edge Ratio : 0.0577181208053691
Connected Components : 1254
Single-Vertex Connected Components : 992
Maximum Vertices in a Connected Component : 556
Maximum Edges in a Connected Component : 2540
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.921577
Graph Density : 0.000241189696505663
Modularity : 0.296756
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,486 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 23:43 UTC.
The tweets in the network were tweeted over the 2478-day, 9-hour, 13-minute period from Saturday, 07 May 2016 at 15:46 UTC to Sunday, 19 February 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:
[584] content,marketing [572] #contentmarketing,#socialmedia [518] #socialmedia,#seo [500] #visualcontenting,#contentmarketing [284] social,media [235] #contentmarketing,#marketing [200] digital,marketing [197] #digitalmarketing,#marketing [195] #seo,#contentmarketing [170] #marketing,#contentmarketing Top Word Pairs in Tweet in G1:
[297] content,marketing [135] social,media [106] #digitalmarketing,#marketing [93] #contentmarketing,#marketing [91] digital,marketing [90] #contentmarketing,#marketingstrategy [79] #marketing,#contentmarketing [78] #socialmediamarketing,#contentmarketing [75] content,creation [70] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G2:
[90] #seo,#contentmarketing [87] try,free [86] free,#seo [69] #articles,#blogger [69] #blogger,#bloggingtips [66] #bloggingtips,#marketing [64] #marketing,#startup [59] #blogging,#blog [48] #blog,#contentwriting [47] #marketing,#copywriting Top Word Pairs in Tweet in G3:
[29] #contentmarketing,#marketing [14] content,marketing [14] votre,site [11] site,web [10] #seo,comment [10] content,marketers [10] marketers,differently [10] successful,content [9] mots,clés [9] differently,#contentmarketing Top Word Pairs in Tweet in G4:
[64] contact,link [64] #b2b,#email [64] link,co [64] #contact,#contentmarketing [64] targeted,b2b [64] #email,#fiverrgig [64] #emailmarketing,#b2b [64] #data,#linkedin [64] b2b,lead [64] #leadgeneration,#emailmarketing Top Word Pairs in Tweet in G5:
[19] blog,titles [13] marketing,copy [12] more,readers [12] attract,more [11] #contentcreation,#contentmarketing [7] marketing,#ai [7] cases,#contentcreation [7] improve,marketing [7] #ai,ai [7] #contentmarketing,#gpt3 Top Word Pairs in Tweet in G6:
[109] gt,gt [23] #onlinemarketing,#contentmarketing [21] #socialmediamarketing,#onlinemarketing [20] #contentmarketing,#lifetimedeal [19] #digitalmarketing,#socialmediamarketing [17] #digitalmarketing,#contentmarketing [17] content,marketing [17] #contentmarketing,#digitalmarketing [15] gt,#videomarketing [12] #socialmedia,#business Top Word Pairs in Tweet in G7:
[6] gute,geschichten [6] services,die [6] die,hauptrolle [6] produkte,services [6] geschichten,spielen [6] erzählen,gute [5] content,marketing [4] google,trends [4] thorstenising,f_michna [4] schnack,thorstenising Top Word Pairs in Tweet in G8:
[31] insightful,quotes [31] branding,#digitalmarketing [31] marketing,branding [31] #digitalmarketing,#marketing [31] quotes,marketing [31] #marketing,elonmusk [30] elonmusk,#socialmed [30] stevenjosephr,insightful [2] improving,relevance Top Word Pairs in Tweet in G9:
[17] #digitalmarketing,#socialmediamarketing [16] #marketingtips,#contentmarketing [16] #seotips,#marketing [16] #marketing,#digitalmarketing [16] #socialmediamarketing,#marketingtips [12] #seotools,#seotips [11] #seoproblems,#seoexpert [11] #seoagency,#seoconsultant [11] #influencermarketing,#seo [11] #contentmarketing,#organictraffic Top Word Pairs in Tweet in G10:
[7] content,marketing [6] creating,lot [6] lately,using [6] lot,buzz [6] marketing,world [6] world,lately [6] buzz,content [6] ai,creating [6] artificial,intelligence [6] intelligence,ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
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: