The graph represents a network of 3,197 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, 19 December 2021 at 23:48 UTC.
The requested start date was Sunday, 19 December 2021 at 01:01 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 3-day, 0-hour, 59-minute period from Tuesday, 14 December 2021 at 16:16 UTC to Friday, 17 December 2021 at 17:16 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 : 3197
Unique Edges : 2433
Edges With Duplicates : 10208
Total Edges : 12641
Number of Edge Types : 5
Mentions : 1399
Retweet : 3314
MentionsInRetweet : 4067
Tweet : 3721
Replies to : 140
Self-Loops : 3994
Reciprocated Vertex Pair Ratio : 0.037037037037037
Reciprocated Edge Ratio : 0.0714285714285714
Connected Components : 1085
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 1556
Maximum Edges in a Connected Component : 8762
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.605306
Graph Density : 0.000353507257860252
Modularity : 0.297434
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,197 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, 19 December 2021 at 23:48 UTC.
The requested start date was Sunday, 19 December 2021 at 01:01 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 3-day, 0-hour, 59-minute period from Tuesday, 14 December 2021 at 16:16 UTC to Friday, 17 December 2021 at 17:16 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:
[558] content,marketing [381] #contentmarketing,#marketing [317] #socialmedia,#contentmarketing [316] #contentmarketing,#contentcreation [305] social,media [266] #gain,#10aday [263] #digitalmarketing,#contentmarketing [261] #100aday,#1000aday [260] #10aday,#100aday [260] #teamfollowback,#tfb Top Word Pairs in Tweet in G1:
[180] content,marketing [71] social,media [55] #contentmarketing,#digitalmarketing [43] digital,marketing [41] #digitalmarketing,#contentmarketing [39] #marketing,#contentmarketing [36] #contentmarketing,#contentcreation [33] marketing,strategy [31] #contentmarketing,#marketingstrategy [29] #contentmarketing,#marketing Top Word Pairs in Tweet in G2:
[160] #contentmarketing,#marketing [89] content,marketing [82] #digitalmarketing,#contentmarketing [66] #contentmarketing,#digitalmarketing [62] listen,jvcrum [53] social,media [49] #contentmarketing,#entrepreneur [47] #socialmedia,#socialmediamarketing [43] white,paper [40] using,link Top Word Pairs in Tweet in G3:
[228] #socialmedia,#contentmarketing [213] #seo,#socialmedia [130] #infographicb2b,#seo [77] marketinglbook,#marketinglivebook [77] #marketinglivebook,#seo [67] social,media [60] #marketingstrategy,#inboundmarketing [60] #inboundmarketing,#socialselling [60] #socialselling,#contentmarketing [59] content,marketing Top Word Pairs in Tweet in G4:
[37] #socialmedia,#contentmarketing [24] path,#contentmarketing [24] #contentmarketing,antgrasso [24] antgrasso,curieuxexplorer [24] curieuxexplorer,nicochan33 [24] nicochan33,mvollmer1 [24] mvollmer1,labordeolivier [24] labordeolivier,pawlowskimario [23] audreytipsfr,#seo [23] tanyasinha_,path Top Word Pairs in Tweet in G5:
[49] content,marketing [18] cmicontent,#contentmarketing [12] b2b,content [11] top,10 [9] #marketing,#contentmarketing [9] marketing,institute [8] try,tools [8] tools,create [8] create,content [8] content,works Top Word Pairs in Tweet in G6:
[37] content,marketing [22] #contentmarketing,#contentstrategy [20] #digitalmarketing,#socialmediamarketing [19] #marketing,#digitalmarketing [19] #socialmediamarketing,#marketingtips [18] #seotips,#marketing [18] #marketingtips,#contentmarketing [17] better,user [17] user,experience [15] speed,webpages Top Word Pairs in Tweet in G7:
[62] #digitalmarketing,#marketing [60] #socialmediamarketing,#digitalmarketing [53] #contentmarketing,#marketingstrategy [49] #marketing,#socialmediamarketing [49] #socialmediamarketing,#socialmedia [48] #simsof,#socialmediamarketing [40] #marketingstrategy,#digitalmarketingagency [38] #digitalmarketing,#emailmarketing [38] #emailmarketing,#contentmarketing [38] #contentmarketing,#webdev Top Word Pairs in Tweet in G8:
[46] best,holiday [46] holiday,gifts [46] gifts,2021 [46] 2021,#holidays [46] #holidays,#holidaygifts [46] #holidaygifts,#holidaygiftguide [45] tipsclear,best [45] #holidaygiftguide,#holidaygiftide [22] #contentmarketing,#contentcreation [20] save,money Top Word Pairs in Tweet in G9:
[107] gt,gt [46] generator,create [44] #seoagency,#seoexpert [44] #seoexpert,#linkbuilding [44] #linkbuilding,#seoservice [43] #seoservice,#backlink [43] #backlink,#backlinks [43] #backlinks,#seomarketing [43] #seomarketing,#seotools [43] #seotools,#contentmarketing Top Word Pairs in Tweet in G10:
[27] content,marketing [24] #seo,#searchengineoptimization [24] #searchengineoptimization,#searchenginemarketing [24] #searchenginemarketing,#ppc [15] #ppc,#socialmediamarketing [11] #digitalmarketing,#marketing [9] #socialmediamarketing,#digitalmarketing [8] #marketing,#marketingtwitter [8] #marketingtwitter,#webdevelopment [8] #webdevelopment,#dataanalytics 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 G5:
Top Replied-To in G6:
Top Replied-To in G10:
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: