The graph represents a network of 2,959 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 Thursday, 29 August 2019 at 18:04 UTC.
The requested start date was Tuesday, 27 August 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, 6-hour, 26-minute period from Sunday, 25 August 2019 at 08:48 UTC to Monday, 26 August 2019 at 15:14 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 : 2959
Unique Edges : 3415
Edges With Duplicates : 3043
Total Edges : 6458
Number of Edge Types : 3
Tweet : 2719
Mentions : 3695
Replies to : 44
Self-Loops : 2719
Reciprocated Vertex Pair Ratio : 0.0217391304347826
Reciprocated Edge Ratio : 0.0425531914893617
Connected Components : 1052
Single-Vertex Connected Components : 804
Maximum Vertices in a Connected Component : 1460
Maximum Edges in a Connected Component : 4556
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.64001
Graph Density : 0.000332925003216142
Modularity : 0.476822
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[473] gt,gt [295] digital,marketing [261] social,media [257] #digitalmarketing,#marketing [248] #socialmedia,#digitalmarketing [245] #marketing,#digitalmarketing [204] #digitalmarketing,#contentmarketing [198] #seo,#digitalmarketing [168] contact,today [155] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G1:
[101] digital,marketing [61] #digitalmarketing,#marketing [61] #marketing,#digitalmarketing [48] #seo,#digitalmarketing [41] social,media [39] #digitalmarketing,#seo [29] #socialmedia,#digitalmarketing [26] #digitalmarketing,#socialmedia [24] #digitalmarketing,#onlinemarketing [23] #digitalmarketing,#socialmediamarketing Top Word Pairs in Tweet in G2:
[24] #blogging,#digitalmarketing [20] #guestpost,#blogging [19] #digitalmarketing,#workfromhome [16] #seo,#digitalmarketing [16] #digitalmarketing,#onlinemarketing [16] #digitalmarketing,#seo [15] social,media [13] #digitalmarketing,#contentmarketing [13] #marketing,#digitalmarketing [12] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G3:
[141] #seo,#seotool [141] #seotool,#fiverr [141] #fiverr,#viral [137] #viral,#fiverrseller [135] #socialmedia,#digitalmarketing [128] #fiverrseller,#fiverrgigs [127] #fiverrgigs,#freelance [127] #freelance,#digitalmarketing [127] #digitalmarketing,#ranking [127] #ranking,#offpage Top Word Pairs in Tweet in G4:
[64] #digitalmarketing,#marketing [43] #marketing,#seo [31] #seo,#searchengineoptimization [31] martinibuster,#seo [29] sejournal,google [25] #searchengineoptimization,#digitalmarketing [23] #seo,#digitalmarketing [18] doesn,t [16] structured,data [16] mattgsouthern,#seo Top Word Pairs in Tweet in G5:
[149] contact,today [148] marketers,business [148] business,growth [148] growth,experts [148] experts,contact [148] today,design [148] design,execute [148] execute,innovative [148] innovative,growth [148] growth,strategies Top Word Pairs in Tweet in G6:
[22] gt,gt [22] #rt,startgrowthhack [18] #marketing,#digitalmarketing [18] creating,#chatbot [18] #chatbot,business [18] business,case [18] case,v [18] v,chatbots_life [18] chatbots_life,#ai [18] #ai,#nlp Top Word Pairs in Tweet in G7:
[132] gt,gt [61] hypervsn,#3d [61] #3d,#holographic [61] #holographic,display [61] display,system [61] #iot,#holograms [61] #holograms,#ux [59] #ux,#advertising [58] gigadgets_,mikequindazzi [33] mikequindazzi,gt Top Word Pairs in Tweet in G8:
[20] gt,gt [12] boost,performance [12] performance,ctas [12] ctas,infographic [12] infographic,#digitalmarketing [11] socialmedia2day,boost [10] tools,help [10] help,#seo [10] #seo,efforts [10] efforts,right Top Word Pairs in Tweet in G9:
[40] iam,platform [40] platform,curated [40] curated,tweet [39] #seo,#smm [37] #digitalagency,#digitalmarketing [37] #digitalmarketing,#martech [37] #martech,#onlinemarketing [37] #onlinemarketing,#seo [37] #smm,#topinfluence [37] #topinfluence,#iamplatform Top Word Pairs in Tweet in G10:
[58] #seo,#digitalmarketing [54] seo,tools [29] https,t [29] t,co [29] gt,gt [28] digital,marketing [27] best,seo [19] free,seo [16] 12,steps [15] #digitalmarketing,#onlinemarketing 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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