The graph represents a network of 3,286 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 10 September 2019 at 18:04 UTC.
The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 5-hour, 51-minute period from Sunday, 08 September 2019 at 10:58 UTC to Monday, 09 September 2019 at 16:50 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 : 3286
Unique Edges : 3573
Edges With Duplicates : 2931
Total Edges : 6504
Number of Edge Types : 3
Tweet : 2527
Mentions : 3920
Replies to : 57
Self-Loops : 2527
Reciprocated Vertex Pair Ratio : 0.0338585316795173
Reciprocated Edge Ratio : 0.0654993514915694
Connected Components : 1183
Single-Vertex Connected Components : 850
Maximum Vertices in a Connected Component : 1491
Maximum Edges in a Connected Component : 4186
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.090343
Graph Density : 0.00028570078678884
Modularity : 0.502852
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[489] gt,gt [318] social,media [305] digital,marketing [293] #socialmedia,#digitalmarketing [275] #digitalmarketing,#marketing [232] #marketing,#digitalmarketing [213] #digitalmarketing,#contentmarketing [194] seo,steps [194] steps,#success [194] #success,research Top Word Pairs in Tweet in G1:
[103] digital,marketing [76] social,media [70] #digitalmarketing,#seo [69] #digitalmarketing,#marketing [51] #seo,#digitalmarketing [50] #marketing,#digitalmarketing [39] #usa,#uk [39] #uae,#digitalmarketing [38] #twitter,#net [38] #net,#news Top Word Pairs in Tweet in G2:
[269] gt,gt [144] #socialmedia,#digitalmarketing [120] #digitalmarketing,#contentmarketing [85] #contentmarketing,#growthhacking [83] #growthhacking,#startup [83] #startup,#seo [80] #blogging,#infographic [73] social,media [70] #marketing,#influencermarketing [70] #influencermarketing,#blogging Top Word Pairs in Tweet in G3:
[64] #digitalmarketing,#marketing [41] #marketing,#seo [38] sejournal,google [38] #advertising,#digitalmarketing [36] adweek,#advertising [33] social,media [32] #seo,#digitalmarketing [31] #seo,#searchengineoptimization [27] mattgsouthern,#seo [27] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G4:
[37] gt,gt [33] #digitalmarketing,#marketing [28] #contentmarketing,#digitalmarketing [23] markwalkerford,#digitalmarketing [21] #content,inspiration [20] #digitalmarketing,#smm [20] #marketing,#business [19] digital,marketing [19] #digitalmarketing,#contentmarketing [17] #rt,startgrowthhack Top Word Pairs in Tweet in G5:
[187] seo,steps [187] steps,#success [187] #success,research [187] research,find [187] find,keywords [187] keywords,competition [187] competition,analysis [187] analysis,etc [187] etc,plan [187] plan,strategy Top Word Pairs in Tweet in G6:
[27] #onlinemarketing,#affiliatemarketing [27] #digitalmarketing,#onlinemarketing [27] #affiliatemarketing,#internetmarketing [26] #socialmediamarketing,#socialmedia [19] #money,#digitalmarketing [18] #digitalmarketing,#internetmarketing [18] #startups,#indiefilm [18] #indiefilm,#filmmaking [18] #filmmaking,#indiegames [18] #indiegames,#writerslife Top Word Pairs in Tweet in G7:
[34] digital,marketing [20] social,media [19] #marketing,#digitalmarketing [12] #digital,#marketing [11] #digitalmarketing,#marketing [11] #seo,#searchengineoptimization [10] #digitalmarketing,#ads [10] #ads,#advertings [10] #advertings,#seo [10] #seo,#search Top Word Pairs in Tweet in G8:
[73] #seo,#seotool [72] #seotool,#fiverr [72] #fiverr,#viral [71] #viral,#fiverrseller [71] #freelance,#digitalmarketing [68] #fiverrseller,#fiverrgigs [68] #fiverrgigs,#freelance [68] #digitalmarketing,#ranking [68] #ranking,#offpage [68] #offpage,#cheap Top Word Pairs in Tweet in G9:
[106] gt,gt [36] gt,#digitalhealth [21] #digitalhealth,#socialmedia [15] #socialmedia,#digitalmarketing [15] bbcnews,plans [15] plans,work [15] work,tech [15] tech,giants [15] giants,battle [15] battle,#fakenews Top Word Pairs in Tweet in G10:
[6] #marketing,#contentmarketing [5] google,ads [5] #contentmarketing,#digitalmarketing [5] #digitalmarketing,#onlinemarketing [4] #contentmarketing,#blogging [4] #digitalmarketing,#business [4] #business,#startups [4] digital,marketing [3] #socialmedia,#marketing [3] #blogging,#digitalmarketing 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: