The graph represents a network of 3,499 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 Monday, 04 January 2021 at 20:51 UTC.
The requested start date was Sunday, 03 January 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, 7-hour, 56-minute period from Wednesday, 30 December 2020 at 17:04 UTC to Sunday, 03 January 2021 at 01:00 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 : 3499
Unique Edges : 2551
Edges With Duplicates : 8024
Total Edges : 10575
Number of Edge Types : 5
Tweet : 4581
Mentions : 1327
MentionsInRetweet : 2374
Retweet : 2201
Replies to : 92
Self-Loops : 4782
Reciprocated Vertex Pair Ratio : 0.0161059413027917
Reciprocated Edge Ratio : 0.0317013032758013
Connected Components : 1437
Single-Vertex Connected Components : 1115
Maximum Vertices in a Connected Component : 1524
Maximum Edges in a Connected Component : 7307
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.936168
Graph Density : 0.000231953881783752
Modularity : 0.318048
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,499 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 Monday, 04 January 2021 at 20:51 UTC.
The requested start date was Sunday, 03 January 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, 7-hour, 56-minute period from Wednesday, 30 December 2020 at 17:04 UTC to Sunday, 03 January 2021 at 01:00 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:
[668] content,marketing [595] #contentmarketing,#socialmedia [563] #socialmedia,#seo [518] #visualcontenting,#contentmarketing [367] #contentmarketing,#marketing [278] social,media [277] #marketing,#contentmarketing [219] #it,#ites [219] #ites,#software [207] #software,#manufacturers Top Word Pairs in Tweet in G1:
[224] content,marketing [84] #marketing,#socialmedia [65] social,media [55] #digitalmarketing,#marketing [43] #contentmarketing,#marketing [35] #contentmarketing,#seo [34] happy,year [34] #seo,#digitalmarketing [32] #marketing,#contentmarketing [30] marketing,strategy Top Word Pairs in Tweet in G2:
[90] #contentmarketing,#marketing [63] #startup,#growthhacking [37] content,marketing [34] #mpgvip,#defstar5 [34] #growthhacking,#business [33] ryanglass4real,#entreprenuer [29] #business,#digitalmarketing [25] 10,tips [25] tips,rank [25] rank,local Top Word Pairs in Tweet in G3:
[51] content,marketing [11] marketing,strategy [11] creating,content [10] #contentmarketing,strategy [9] content,creation [8] best,content [8] need,inspiration [8] ademolaabimbola,mauconline [7] marketing,efforts [7] blog,content Top Word Pairs in Tweet in G4:
[43] digital,marketing [36] content,marketing [35] #digitalmarketing,#marketing [31] #marketing,#socialmediamarketing [29] marketing,lab [23] #socialmediamarketing,#socialmedia [21] casey,botticello [21] botticello,digital [19] #digitalmarketing,#contentmarketing [19] social,media Top Word Pairs in Tweet in G5:
[58] content,marketing [21] social,media [19] 10,stages [16] stages,#socialmedia [16] #socialmedia,lifecycle [16] lifecycle,info [16] info,ingliguori [16] ingliguori,insights [16] insights,#content [16] #content,relationships Top Word Pairs in Tweet in G6:
[138] #marketing,#contentmarketing [108] #contentmarketing,#inboundmarketing [101] #inboundmarketing,#blog [93] #blog,#mktg [73] #mktg,#socialmedia [55] #socialmedia,#socialmediamarketing [52] #socialmediamarketing,#smm [52] #smm,#growthhacking [52] #growthhacking,#website [34] social,media Top Word Pairs in Tweet in G7:
[512] #contentmarketing,#socialmedia [510] #socialmedia,#seo [509] #visualcontenting,#contentmarketing [98] #contentmarketing,#marketing [88] #newyear2021,#contentmarketing [75] vcontenting,#visualcontenting [70] #rt,vcontenting [34] 2021,#newyear2021 [32] #marketing,#digitalmarketingstrategy [28] #seo,tips Top Word Pairs in Tweet in G8:
[63] insightful,quotes [63] quotes,marketing [63] marketing,branding [63] branding,#digitalmarketing [63] #digitalmarketing,#onlinemarketing [62] stevenjosephr,insightful [62] #onlinemarketing,#socialmediama [22] न,य [22] प,र [22] र,ट Top Word Pairs in Tweet in G9:
[24] #contentmarketing,#marketing [18] content,marketing [11] laura_rike,#pinterest [10] marketing,strategy [9] pinning,time [9] time,scheduling [9] scheduling,gets [9] gets,better [9] better,results [9] results,laura_rike Top Word Pairs in Tweet in G10:
[22] content,marketing [12] cmicontent,#contentmarketing [9] knowing,results [9] results,perfectly [9] perfectly,imperfect [9] imperfect,editorstahl [9] editorstahl,sent [9] sent,more [9] more,100 [9] 100,virtual Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: