The graph represents a network of 3,993 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, 20 September 2020 at 19:49 UTC.
The requested start date was Sunday, 20 September 2020 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 1-day, 22-hour, 39-minute period from Thursday, 17 September 2020 at 15:00 UTC to Saturday, 19 September 2020 at 13:39 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 : 3993
Unique Edges : 3022
Edges With Duplicates : 8328
Total Edges : 11350
Number of Edge Types : 5
Retweet : 2464
MentionsInRetweet : 2643
Mentions : 1776
Tweet : 4021
Replies to : 446
Self-Loops : 4199
Reciprocated Vertex Pair Ratio : 0.0167514208794496
Reciprocated Edge Ratio : 0.0329508679023242
Connected Components : 1485
Single-Vertex Connected Components : 1147
Maximum Vertices in a Connected Component : 1884
Maximum Edges in a Connected Component : 7981
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.919159
Graph Density : 0.000213236390135643
Modularity : 0.342734
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,993 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, 20 September 2020 at 19:49 UTC.
The requested start date was Sunday, 20 September 2020 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 1-day, 22-hour, 39-minute period from Thursday, 17 September 2020 at 15:00 UTC to Saturday, 19 September 2020 at 13:39 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:
[695] content,marketing [683] ryanglass4real,#entreprenuer [449] #startup,#growthhacking [378] #contentmarketing,#socialmedia [368] #socialmedia,#seo [349] looking,better [345] #visualcontenting,#contentmarketing [333] better,reach [328] #socialmedia,#contentmarketing [310] solution,follow Top Word Pairs in Tweet in G1:
[226] content,marketing [174] read,more [77] digital,marketing [67] #marketing,#contentmarketing [64] social,media [50] digital,transformation [37] marketing,strategy [32] #marketing,#socialmedia [31] #seo,#contentmarketing [30] #contentmarketing,#marketing Top Word Pairs in Tweet in G2:
[641] ryanglass4real,#entreprenuer [426] #startup,#growthhacking [189] #growthhacking,#business [107] content,marketing [104] #contentmarketing,#marketing [95] #mpgvip,#defstar5 [72] #digitalmarketing,#contentmarketing [71] #startups,#mpgvip [71] #defstar5,#socialmedia [71] #socialmedia,#nlp Top Word Pairs in Tweet in G3:
[350] #contentmarketing,#socialmedia [347] #socialmedia,#seo [342] #visualcontenting,#contentmarketing [287] #seo,#socialmedia [287] #socialmedia,#contentmarketing [263] #infographicb2b,#seo [99] content,marketing [65] #digitalmarketing,#bigdata [62] vcontenting,#visualcontenting [56] #bigdata,#startups Top Word Pairs in Tweet in G4:
[111] looking,better [109] online,business [101] solution,follow [99] better,reach [98] reach,online [84] business,here's [83] here's,solution [74] follow,cloudsherpainc [55] cloudsherpainc,best [48] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G5:
[44] #seoagency,#seoexpert [44] #seoexpert,#linkbuilding [38] #linkbuilding,#seoservice [35] #seoservice,#backlink [34] seo,friendly [31] article,generator [31] generator,create [31] create,seo [29] content,marketing [27] #backlink,#backlinks Top Word Pairs in Tweet in G6:
[29] content,marketing [11] ways,optimize [11] social,media [10] blog,content [10] tips,create [10] jeffbullas,ways [8] hubspot,#contentmarketing [8] optimize,blog [8] content,actually [8] actually,gets Top Word Pairs in Tweet in G7:
[35] looking,better [31] better,reach [22] loved,work [19] looking,digital [19] digital,marketers [16] reach,online [16] online,business [16] solution,follow [16] hi,loved [15] work,looking Top Word Pairs in Tweet in G8:
[70] #marketing,#contentmarketing [58] #contentmarketing,#inboundmarketing [56] #inboundmarketing,#blog [47] #blog,#mktg [31] #mktg,#socialmedia [24] #socialmedia,#internetmarketing [22] bennchi2010,neue [21] social,media [20] #socialmedia,#socialmediamarketing [18] #socialmediamarketing,#smm Top Word Pairs in Tweet in G9:
[10] étude,exploiter [10] exploiter,recherche [10] recherche,vocale [10] vocale,entreprises [10] entreprises,locales [10] locales,amici_oli [10] infographie,10 [10] 10,conseils [10] conseils,#seo [10] #seo,petites Top Word Pairs in Tweet in G10:
[53] looking,better [53] better,reach [53] reach,online [53] online,business [53] solution,follow [46] business,solution [42] follow,cloudsherpainc [7] business,here's [7] here's,solution [5] #sales,#contentmarketing 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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