The graph represents a network of 3,891 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 May 2021 at 22:45 UTC.
The requested start date was Sunday, 23 May 2021 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 10-day, 9-hour, 13-minute period from Wednesday, 12 May 2021 at 14:47 UTC to Sunday, 23 May 2021 at 00:01 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 : 3891
Unique Edges : 2922
Edges With Duplicates : 8440
Total Edges : 11362
Number of Edge Types : 5
Tweet : 4140
Retweet : 2601
Mentions : 1551
MentionsInRetweet : 2908
Replies to : 162
Self-Loops : 4374
Reciprocated Vertex Pair Ratio : 0.023610711200691
Reciprocated Edge Ratio : 0.0461322081575246
Connected Components : 1466
Single-Vertex Connected Components : 1140
Maximum Vertices in a Connected Component : 1780
Maximum Edges in a Connected Component : 7976
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.428034
Graph Density : 0.000234870662573112
Modularity : 0.347504
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,891 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 May 2021 at 22:45 UTC.
The requested start date was Sunday, 23 May 2021 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 10-day, 9-hour, 13-minute period from Wednesday, 12 May 2021 at 14:47 UTC to Sunday, 23 May 2021 at 00:01 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:
[719] content,marketing [341] #marketing,#contentmarketing [324] #contentmarketing,#digitalmarketing [298] social,media [278] #contentmarketing,#marketing [254] digital,marketing [212] #socialmedia,#contentmarketing [194] #digitalmarketing,#contentmarketing [160] #contentmarketing,#socialmedia [153] #digitalmarketing,#marketing Top Word Pairs in Tweet in G1:
[204] content,marketing [79] social,media [78] #marketing,#contentmarketing [57] digital,marketing [50] #contentmarketing,#digitalmarketing [45] #digitalmarketing,#marketing [41] #marketing,#socialmediamarketing [38] #contentmarketing,#seo [37] #contentmarketing,#marketing [36] #socialmedia,#marketing Top Word Pairs in Tweet in G2:
[135] content,marketing [127] #contentmarketing,#marketing [107] #socialmedia,#growthhacking [93] #contentmarketing,#digitalmarketing [92] digital,marketing [91] #marketing,#contentmarketing [77] #socialmediamarketing,#digitalmarketing [75] #startup,#growthhacking [71] #growthhacking,#socialmediamarketing [66] #socialmediamarketing,#startup Top Word Pairs in Tweet in G3:
[55] #marketingstrategy,#inboundmarketing [51] #inboundmarketing,#socialselling [44] #socialselling,#contentmarketing [29] marketing,contenu [29] #socialmedia,#contentmarketing [23] bonnes,pratiques [18] tendances,concernant [18] concernant,infographies [18] infographies,tester [18] votre,stratégie Top Word Pairs in Tweet in G4:
[104] #webdevelopment,#webdesign [104] #webdesign,#webdeveloper [96] #webdeveloper,#html [95] #marketing,#contentmarketing [79] #html,#programming [79] #programming,#css [75] #contentmarketing,#inboundmarketing [71] gt,gt [69] #inboundmarketing,#blog [67] #blog,#mktg Top Word Pairs in Tweet in G5:
[45] content,marketing [35] ademolaabimbola,mauconline [19] mauconline,#contentmarketing [18] viral,content [13] many,businesses [12] okwriteco,#contentmarketing [11] content,business [11] businesses,making [11] making,use [11] use,visual Top Word Pairs in Tweet in G6:
[50] #contentmarketing,#marketing [49] #contentmarketing,#contentstrategy [38] content,marketing [29] #contentstrategy,#seo [18] digital,marketing [16] reality,marketing [13] #marketing,#contentmarketing [13] learn,use [11] inverted,pyramid [9] take,craft Top Word Pairs in Tweet in G7:
[24] #marketingtips,#contentmarketing [23] #seo,#seomarketing [23] #seomarketing,#seotips [23] #seotips,#marketing [23] #marketing,#google [20] #google,#marketingtips [18] #marketing,#contentmarketing [12] #content,#contentmarketing [12] top,trends [12] trends,#content Top Word Pairs in Tweet in G8:
[35] content,marketing [23] #contentmarketing,#marketing [18] marketing,#contentmarketing [16] #digitalmarketing,#marketing [14] #socialmedia,#contentmarketing [13] #marketing,#socialmediamarketing [12] marketing,strategy [11] online,shopping [11] shopping,mall [10] #contentmarketing,#blogging Top Word Pairs in Tweet in G9:
[20] content,marketing [6] content,marketers [6] long,term [6] market,learn [5] sales,experience [5] experience,advantage [5] advantage,content [5] marketers,#sales [5] #sales,#contentmarketing [5] divvyhq,#contentmarketing Top Word Pairs in Tweet in G10:
[29] content,marketing [27] #digitalmarketing,#marketing [22] #digitalmarketing,#contentmarketing [22] #contentmarketing,#digitalmarketing [22] social,media [20] digital,marketing [19] #socialmediamarketing,#socialmedia [18] #seoserviceprovider,#websitepromotion [18] #marketing,#socialmediamarketing [15] #socialmedia,#business Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: