The graph represents a network of 2,632 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 23:44 UTC.
The tweets in the network were tweeted over the 1859-day, 10-hour, 8-minute period from Tuesday, 30 January 2018 at 14:51 UTC to Sunday, 05 March 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 : 2632
Unique Edges : 1677
Edges With Duplicates : 5720
Total Edges : 7397
Number of Edge Types : 9
Mentions : 832
Tweet : 3421
Replies to : 459
Retweet : 1162
MentionsInRetweet : 1358
Quote : 25
MentionsInReplyTo : 128
MentionsInQuote : 11
MentionsInQuoteReply : 1
Self-Loops : 4213
Reciprocated Vertex Pair Ratio : 0.0355207706201084
Reciprocated Edge Ratio : 0.0686046511627907
Connected Components : 1236
Single-Vertex Connected Components : 944
Maximum Vertices in a Connected Component : 737
Maximum Edges in a Connected Component : 3068
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.078472
Graph Density : 0.000248382911717782
Modularity : 0.30871
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,632 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 23:44 UTC.
The tweets in the network were tweeted over the 1859-day, 10-hour, 8-minute period from Tuesday, 30 January 2018 at 14:51 UTC to Sunday, 05 March 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:
[635] #contentmarketing,#socialmedia [605] #socialmedia,#seo [569] #visualcontenting,#contentmarketing [458] content,marketing [308] social,media [279] #contentmarketing,#marketing [193] digital,marketing [189] #marketing,#contentmarketing [179] #seo,#contentmarketing [152] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G1:
[171] content,marketing [127] social,media [115] gt,gt [94] digital,marketing [89] #socialmediamarketing,#contentmarketing [88] #contentmarketing,#marketing [86] #digitalmarketing,#contentmarketing [75] #onlinemarketing,#contentmarketing [67] #digitalmarketing,#socialmediamarketing [57] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G2:
[22] #digitalmarketing,#contentmarketing [22] #seo,#seotips [21] #seoupdate,#digitalmarketing [21] #seotips,#seoupdate [20] #seo,#contentmarketing [20] #contentmarketing,#bloggers [20] try,free [20] free,#seo [19] #blogpost,#artificialintelligence [19] #artificialintelligence,#content Top Word Pairs in Tweet in G3:
[87] #contentmarketing,#marketing [55] content,marketing [36] tools,try [32] marketing,tools [25] try,today [25] today,#digitalmarketing [25] #software,#saas [25] #digitalmarketing,#software [25] #crm,#cms [25] #saas,#crm Top Word Pairs in Tweet in G4:
[13] 10,tendances [10] #contentmarketing,#socialmedia [10] portfolio,numérique [9] outil,créer [9] #socialmedia,#contentmarketing [8] #veille,#contentmarketing [8] #contentmarketing,#genial [7] créer,automatiquement [7] qu,faut [7] b2b,toprank Top Word Pairs in Tweet in G5:
[14] #marketing,#contentmarketing [7] latest,massimo [7] massimo,facchinetti [7] cmicontent,#contentmarketing [7] facchinetti,daily [7] daily,thanks [5] content,marketing [4] misunderstood,best [4] best,practices [3] yes,create Top Word Pairs in Tweet in G6:
[35] content,marketing [17] latest,content [17] #marketing,#contentmarketing [14] daily,thanks [14] marketing,daily [10] marketing,partnerships [9] #contentmarketing,#marketing [5] learn,create [5] #contentmarketing,#contentpartnerships [5] create,manage Top Word Pairs in Tweet in G7:
[26] #contentmarketing,#marketing [22] content,marketing [16] affiliate,content [16] content,giveaway [15] announcing,affiliate [14] #giveaway,#affiliatemarketing [14] 500,#giveaway [14] giveaway,enter [14] win,500 [14] enter,win Top Word Pairs in Tweet in G8:
[49] #pleasurecoin,#contentmarketing [49] #contentmarketing,nsfw [49] #pleasurecrew,#pleasurecoin [48] p_orn_69,#pleasurecrew [48] nsfw,#bn Top Word Pairs in Tweet in G9:
[585] #socialmedia,#seo [565] #contentmarketing,#socialmedia [560] #visualcontenting,#contentmarketing [82] social,media [59] #marketing,#socialmediamarketing [37] #socialmediamarketing,#digitalmarketing [37] #digitalmarketing,#marketing [36] #socialmedia,#marketing [29] #seo,#contentmarketing [27] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G10:
[48] #seoexpert,#linkbuilding [48] #seoagency,#seoexpert [47] #contentmarketing,#smm [47] #linkbuilding,#seoservice [44] #backlinks,#seomarketing [44] #seomarketing,#seotools [44] #seoservice,#backlink [44] #seotools,#contentmarketing [44] #smm,#sem [44] #backlink,#backlinks Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: