The graph represents a network of 3,668 Twitter users whose tweets in the requested range contained "contentmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 August 2020 at 19:47 UTC.
The requested start date was Sunday, 23 August 2020 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 2-day, 6-hour, 39-minute period from Thursday, 20 August 2020 at 05:54 UTC to Saturday, 22 August 2020 at 12:33 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 : 3668
Unique Edges : 2998
Edges With Duplicates : 8255
Total Edges : 11253
Number of Edge Types : 5
Tweet : 4045
Retweet : 2516
MentionsInRetweet : 2776
Mentions : 1828
Replies to : 88
Self-Loops : 4270
Reciprocated Vertex Pair Ratio : 0.0228241022519781
Reciprocated Edge Ratio : 0.0446295745313895
Connected Components : 1366
Single-Vertex Connected Components : 1013
Maximum Vertices in a Connected Component : 1680
Maximum Edges in a Connected Component : 8334
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.772273
Graph Density : 0.000249878146301164
Modularity : 0.332612
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,668 Twitter users whose tweets in the requested range contained "contentmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 August 2020 at 19:47 UTC.
The requested start date was Sunday, 23 August 2020 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 2-day, 6-hour, 39-minute period from Thursday, 20 August 2020 at 05:54 UTC to Saturday, 22 August 2020 at 12:33 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 : 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:
[732] content,marketing [637] ryanglass4real,#entreprenuer [518] #contentmarketing,#socialmedia [518] #startup,#growthhacking [460] #socialmedia,#seo [418] #visualcontenting,#contentmarketing [364] #socialmedia,#contentmarketing [344] read,more [303] #seo,#socialmedia [279] social,media Top Word Pairs in Tweet in G1:
[180] content,marketing [83] social,media [47] #marketing,#contentmarketing [44] digital,marketing [38] #contentmarketing,#digitalmarketing [37] #digitalmarketing,#contentmarketing [34] #socialmedia,#contentmarketing [33] #contentmarketing,#marketing [32] #seo,#contentmarketing [27] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G2:
[630] ryanglass4real,#entreprenuer [513] #startup,#growthhacking [437] #contentmarketing,#socialmedia [424] #socialmedia,#seo [409] #visualcontenting,#contentmarketing [295] #seo,#socialmedia [295] #socialmedia,#contentmarketing [272] #infographicb2b,#seo [262] #growthhacking,#business [249] read,more Top Word Pairs in Tweet in G3:
[72] content,marketing [19] divvyhq,#contentmarketing [16] ademolaabimbola,mauconline [14] video,content [13] #contentmarketing,strategy [11] brodydorland,divvyhq [11] #blogging,#contentmarketing [9] #digitalmarketing,#contentmarketing [9] brockstechman,divvyhq [9] need,know Top Word Pairs in Tweet in G4:
[89] content,marketing [24] #content,#contentmarketing [21] cmicontent,#contentmarketing [19] #contentmarketing,#marketing [15] biggest,threats [15] #marketing,#content [14] #contentmarketing,success [14] breaking,rules [14] rules,#contentmarketing [13] cmicontent,breaking Top Word Pairs in Tweet in G5:
[22] médias,sociaux [20] façons,dont [20] dont,médias [20] sociaux,peuvent [20] peuvent,améliorer [20] améliorer,résultats [20] résultats,matière [20] matière,#seo [19] anthonyrochand,façons [18] #digitalmarketing,#socialmediastrategy Top Word Pairs in Tweet in G6:
[18] #rt,startgrowthhack [14] website,analysis [12] keyword,research [11] #onlinemarketing,#contentmarketing [10] inbound,marketing [10] #seo,optimization [10] optimization,website [10] analysis,keyword [10] research,sitemap [10] sitemap,content Top Word Pairs in Tweet in G7:
[22] content,marketing [20] #marketing,#contentmarketing [20] messages,work [20] work,magic [19] days,marketing [19] marketing,messages [17] #copywriting,#content [17] #content,#messaging [17] #messaging,#love [15] magic,mini Top Word Pairs in Tweet in G8:
[38] content,marketing [15] anatomy,content [15] marketing,breaklineltd [15] breaklineltd,#digitalmarketing [15] #digitalmarketing,#marketing [15] #marketing,#marketingstrategy [15] #marketingstrategy,#socialmedia [14] fabriziobustama,anatomy [14] #socialmedia,#conte [5] #onlinemarketing,#flyfishing Top Word Pairs in Tweet in G9:
[7] content,marketing [5] social,media [4] content,calendar [4] #smm,#contentmarketing [3] tips,#contentmarketing [3] media,marketing [3] content,drive [3] fancy,content [3] content,curation [3] curation,tools Top Word Pairs in Tweet in G10:
[10] content,marketing [7] hubspot,#contentmarketing [5] content,strategy [4] influencermh,#contentmarketing [4] #digitalmarketing,#contentmarketing [4] #contentmarketing,#digitalmarketing [3] blueswingmedia,#digitalmarketing [3] #workfromhome,lifestyle [3] lifestyle,#digitalmarketing [3] 10,best Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: