The graph represents a network of 5,019 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 20,000 tweets, tweeted between 11/9/2022 9:43:17 AM and 11/16/2022 9:43:17 AM. The network was obtained from Twitter on Wednesday, 16 November 2022 at 18:01 UTC.
The tweets in the network were tweeted over the 2774-day, 4-hour, 15-minute period from Monday, 13 April 2015 at 13:25 UTC to Wednesday, 16 November 2022 at 17:40 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 : 5019
Unique Edges : 3615
Edges With Duplicates : 24042
Total Edges : 27657
Number of Edge Types : 9
Tweet : 8765
Retweet : 6372
MentionsInRetweet : 8253
Mentions : 2789
Quote : 74
Replies to : 711
MentionsInQuote : 47
MentionsInReplyTo : 644
MentionsInQuoteReply : 2
Self-Loops : 10807
Reciprocated Vertex Pair Ratio : 0.0290377278507842
Reciprocated Edge Ratio : 0.0564366632337796
Connected Components : 1776
Single-Vertex Connected Components : 1408
Maximum Vertices in a Connected Component : 2626
Maximum Edges in a Connected Component : 23316
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.972329
Graph Density : 0.000192770858541448
Modularity : 0.193155
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 5,019 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 20,000 tweets, tweeted between 11/9/2022 9:43:17 AM and 11/16/2022 9:43:17 AM. The network was obtained from Twitter on Wednesday, 16 November 2022 at 18:01 UTC.
The tweets in the network were tweeted over the 2774-day, 4-hour, 15-minute period from Monday, 13 April 2015 at 13:25 UTC to Wednesday, 16 November 2022 at 17:40 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:
[1477] #contentmarketing,#socialmedia [1389] #socialmedia,#seo [1353] #visualcontenting,#contentmarketing [1186] content,marketing [1044] #frizemedia,charlesfrize [991] charlesfrize,#contentmarketing [750] charlesfrize,reading [718] social,media [702] #marketingstrategy,#digitalmarketingservices [637] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[253] content,marketing [218] #digitalmarketing,#marketing [160] social,media [143] #contentmarketing,#marketingstrategy [139] #marketing,#socialmediamarketing [125] #socialmediamarketing,#socialmedia [113] #onlinemarketing,#entrepreneur [99] digital,marketing [94] #advertising,#contentmarketing [85] #marketing,#contentmarketing Top Word Pairs in Tweet in G2:
[280] content,marketing [252] #contentmarketing,video [217] #contentmarketing,#marketing [183] #marketing,#contentmarketing [181] #marketingstrategy,#inboundmarketing [177] #inboundmarketing,#socialselling [164] #contentmarketing,#ondeckeo [159] social,media [155] digital,magazine [143] #socialselling,#contentmarketing Top Word Pairs in Tweet in G3:
[179] #contentmarketing,#marketing [61] content,marketing [45] anthonyrochand,comment [44] #digitalmarketing,#socialmediamarketing [43] #marketing,#digitalmarketing [42] #socialmediamarketing,#marketingtips [42] #marketingtips,#contentmarketing [42] #seotips,#marketing [35] marketing,contenu [32] #seotools,#seotips Top Word Pairs in Tweet in G4:
[1322] #contentmarketing,#socialmedia [1319] #socialmedia,#seo [1317] #visualcontenting,#contentmarketing [193] #seo,#contentmarketing [181] try,free [181] free,#seo [174] #contentmarketing,#ai [171] #articles,#blogger [171] #blogger,#bloggingtips [156] #bloggingtips,#marketing Top Word Pairs in Tweet in G5:
[102] guest,posting [89] #impression,#clicks [89] services,follow [89] follow,links [89] contact,email [89] #contentmarketing,#digitalmarketingservice [89] high,authority [89] #digitalmarketingservice,#impression [89] websites,contact [89] #italianblogs,#linkbuilding Top Word Pairs in Tweet in G6:
[27] #socialmediamarketing,#socialmedia [26] #digitalmarketing,#marketing [26] content,marketing [26] digital,marketing [25] #marketing,#socialmediamarketing [21] #socialmedia,#webdesign [21] #webdesign,#branding [21] #seo,#digitalmarketing [16] #contentmarketing,#seo [14] #digitalmarketing,#seo Top Word Pairs in Tweet in G7:
[78] #socialmedia,#socialmediamarketing [73] #instagram,#socialmedia [72] #socialmediamarketing,#contentmarketing [72] #marketing,#inspiration [72] #contentmarketing,#socialmediatips [72] #inspiration,#instagram [71] #socialmediatips,#marketingtips [68] #digitalmarketing,#digitalmarketingtips [68] #mktdigital,#entrepreneur [68] #success,#mktg Top Word Pairs in Tweet in G8:
[48] content,marketing [41] #marketing,#contentmarketing [32] #contentmarketing,#marketing [29] dlaignite,#socialselling [27] #socialselling,#digitalselling [23] #digitalmarketing,#contentmarketing [22] latest,content [21] daily,thanks [18] #marketing,#digitalmarketing [17] #contentmarketing,#martech Top Word Pairs in Tweet in G9:
[985] #frizemedia,charlesfrize [965] charlesfrize,#contentmarketing [702] #marketingstrategy,#digitalmarketingservices [681] charlesfrize,reading [447] #contentmarketing,#onlinemarketing [414] #ghanabusiness,#marketingstrategy [414] #onlinemarketing,#ghanabusiness [290] #onlinemarketing,#marketingstrategy [284] #contentmarketing,#ghanabusiness [275] #ghanabusiness,#onlinemarketing Top Word Pairs in Tweet in G10:
[103] read,more [102] more,#namasteui [44] content,marketing [41] #contentmarketing,#writingcommunity [33] #contentmarketing,strategy [31] day,help [31] inspirational,quote [31] help,improve [31] strategy,help [31] quote,day 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: