The graph represents a network of 5,682 Twitter users whose recent tweets contained "#contentmarketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 05 November 2021 at 09:13 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 47-minute period from Wednesday, 27 October 2021 at 11:00 UTC to Friday, 05 November 2021 at 06:48 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 : 5682
Unique Edges : 7964
Edges With Duplicates : 14441
Total Edges : 22405
Number of Edge Types : 5
Tweet : 9142
MentionsInRetweet : 3367
Mentions : 2282
Retweet : 7243
Replies to : 371
Self-Loops : 9688
Reciprocated Vertex Pair Ratio : 0.0273954473266278
Reciprocated Edge Ratio : 0.0533298982352183
Connected Components : 1798
Single-Vertex Connected Components : 1396
Maximum Vertices in a Connected Component : 3159
Maximum Edges in a Connected Component : 18186
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.406342
Graph Density : 0.000240493624394127
Modularity : 0.333993
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,682 Twitter users whose recent tweets contained "#contentmarketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 05 November 2021 at 09:13 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 47-minute period from Wednesday, 27 October 2021 at 11:00 UTC to Friday, 05 November 2021 at 06:48 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 : TwitterSearch
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:
[1509] content,marketing [1010] #socialmedia,#contentmarketing [895] #digitalmarketing,#seo [768] #digitalmarketing,#contentmarketing [751] #contentmarketing,#digitalmarketing [721] #frizemedia,charlesfrize [704] #contentmarketing,#marketing [702] #seo,#socialmedia [669] social,media [661] #marketing,#contentmarketing Top Word Pairs in Tweet in G1:
[357] content,marketing [115] social,media [89] #contentmarketing,#digitalmarketing [79] digital,marketing [72] #digitalmarketing,#contentmarketing [68] #content,#contentmarketing [68] #seo,#contentmarketing [56] marketing,strategy [55] #marketing,#contentmarketing [52] #socialmedia,#contentmarketing Top Word Pairs in Tweet in G2:
[500] #socialmedia,#contentmarketing [472] #seo,#socialmedia [385] gt,gt [286] content,marketing [282] #infographicb2b,#seo [177] #contentmarketing,#contentstrategy [170] marketinglbook,#marketinglivebook [170] #marketinglivebook,#seo [166] #contentmarketing,#marketing [158] #contentmarketing,#socialmedia Top Word Pairs in Tweet in G3:
[230] #socialmediamarketing,#digitalmarketing [221] #digitalmarketing,#contentmarketing [209] #seo,#ppc [190] #contentmarketing,#digitalmarketing [174] content,marketing [171] #marketingstrategy,#inboundmarketing [171] #inboundmarketing,#socialselling [171] #socialselling,#contentmarketing [161] #contentmarketing,#seo [158] #emailmarketing,#contentmarketing Top Word Pairs in Tweet in G4:
[698] #frizemedia,charlesfrize [682] #digitalmarketing,#seo [622] #contentmarketing,#onlineadvertising [621] #onlineadvertising,#digitalmarketing [615] charlesfrize,#contentmarketing [613] #seo,#digitalmarketingservices [613] #digitalmarketingservices,#business [290] #digitalmarketingservices,#contentmarketing [287] charlesfrize,#affiliatemarketing [287] #affiliatemarketing,#leadgeneration Top Word Pairs in Tweet in G5:
[228] #socialmedia,#contentmarketing [132] #socialselling,#contentmarketing [129] #marketingstrategy,#inboundmarketing [129] #inboundmarketing,#socialselling [102] #contentmarketing,#seo [95] #seo,#contentmarketing [85] #contentmarketing,#socialmedia [78] cc,modjenn [72] modjenn,thierry_pires [71] votre,stratégie Top Word Pairs in Tweet in G6:
[90] #marketing,#socialmediamarketing [88] #digitalmarketing,#marketing [83] #socialmediamarketing,#digitalmarketing [55] #socialmediamarketing,#socialmedia [55] #seomarketing,#seotips [55] #seotips,#marketing [55] #marketing,#google [55] #google,#marketingtips [55] #marketingtips,#contentmarketing [55] #contentmarketing,#business Top Word Pairs in Tweet in G7:
[80] social,media [43] #seo,#contentmarketing [40] #contentmarketing,#socialmedia [38] #marketing,#contentmarketing [33] content,marketing [30] #socialmedia,#contentmarketing [26] #smm,#seo [23] #successtrain,leaders [22] content,social [20] #digitalmarketing,#marketing Top Word Pairs in Tweet in G8:
[59] #digitalmarketing,#contentmarketing [52] #contentmarketing,#digitalmarketing [37] #seo,#digitalmarketing [35] #seo,#contentmarketing [30] #marketingdigital,#contentmarketing [29] content,marketing [27] #socialmediamarketing,#digitalmarketing [26] #digitalmarketing,#marketing [24] #emailmarketing,#contentmarketing [22] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G9:
[68] rocket,content [43] content,marketing [42] #buildingservicesmarketing,#contentmarketing [42] #contentmarketing,#digitalmarketing [30] #contentmarketing,#constructionmarketing [30] #constructionmarketing,#buildingservicesmarketing [29] building,services [17] content,help [16] #socialmedia,#contentmarketing [16] content,#contentmarketing Top Word Pairs in Tweet in G10:
[67] #business,#onlinemarketing [57] #digitalmarketing,#marketing [56] #videocontentmarketing,video [55] #socialmediamarketing,#socialmedia [44] #marketing,#socialmediamarketing [42] #onlinemarketing,#contentmarketing [39] #branding,#business [38] #seo,#digitalmarketing [38] #socialmedia,#webdesign [38] #webdesign,#branding Top Replied-To in Entire Graph:
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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: