The graph represents a network of 3,423 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 Wednesday, 20 March 2019 at 18:21 UTC.
The requested start date was Tuesday, 19 March 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 2-day, 5-hour, 32-minute period from Saturday, 16 March 2019 at 13:24 UTC to Monday, 18 March 2019 at 18:57 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 : 3423
Unique Edges : 4258
Edges With Duplicates : 2738
Total Edges : 6996
Number of Edge Types : 3
Tweet : 2574
Mentions : 4393
Replies to : 29
Self-Loops : 2574
Reciprocated Vertex Pair Ratio : 0.0257672264041691
Reciprocated Edge Ratio : 0.0502399096810612
Connected Components : 1193
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 1548
Maximum Edges in a Connected Component : 4708
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.9679
Graph Density : 0.000302471352300498
Modularity : 0.519588
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[448] social,media [380] digital,marketing [323] marketing,digitalmarketing [286] socialmedia,socialmediamarketing [247] digitalmarketing,contentmarketing [214] seo,smm [196] socialmedia,digitalmarketing [194] socialmediamarketing,digitalmarketing [186] digitalmarketing,marketing [164] digitalmarketing,seo Top Word Pairs in Tweet in G1:
[88] digital,marketing [83] social,media [81] marketing,digitalmarketing [50] seo,digitalmarketing [43] digitalmarketing,seo [42] digitalmarketing,socialmedia [41] socialmedia,digitalmarketing [39] digitalmarketing,socialmediamarketing [38] contentmarketing,digitalmarketing [32] check,out Top Word Pairs in Tweet in G2:
[163] socialmedia,socialmediamarketing [128] digitalmarketing,contentmarketing [108] seo,smm [99] socialmediamarketing,digitalmarketing [97] contentmarketing,growthhacking [86] marketing,influencermarketing [85] social,media [85] startup,seo [85] blogging,infographic [83] growthhacking,startup Top Word Pairs in Tweet in G3:
[82] pmi,bangalore [82] bangalore,chapter [65] chapter,20 [65] 20,years [63] celebrations,pmi [62] years,celebrations [61] pmi,pmi50 [60] pmi50,eventing [52] digitalmarketing,marketing [49] eventing,marketing Top Word Pairs in Tweet in G4:
[27] social,media [20] digitalmarketing,contentmarketing [19] digitalmarketing,seo [17] marketing,digitalmarketing [17] smm,seo [16] contentmarketing,digitalmarketing [15] digitalmarketing,smm [15] gt,gt [13] digital,marketing [13] gt,cmo Top Word Pairs in Tweet in G5:
[56] digitalmarketing,growthhacking [53] seo,smm [31] social,media [30] seo,sem [27] analytics,digitalmarketing [26] web,apps [26] apps,tech [26] tech,seo [26] sem,twitter [26] twitter,blog Top Word Pairs in Tweet in G6:
[15] seo,localseo [12] 8,potential [12] potential,benefits [12] benefits,robotic [12] robotic,process [12] process,automation [12] automation,v [12] v,pwc [12] pwc,mikequindazzi [12] mikequindazzi,ht Top Word Pairs in Tweet in G7:
[20] social,media [11] smm,marketing [11] eclincher,smm [10] digitalmarketing,socialmedia [9] marketing,contentmarketing [7] improve,lead [7] digital,marketing [7] contentmarketing,digitalmarketing [7] socialmedia,marketingautomation [6] gt,gt Top Word Pairs in Tweet in G8:
[31] digitalmarketing,onlinemarketing [29] marketing,business [28] games,music [28] music,marketing [28] business,socialmedia [27] hm,games [27] socialmedia,internet [27] internet,news [27] news,digitalmarketing [27] onlinemarketing,movies Top Word Pairs in Tweet in G9:
[32] socialmedia,socialmediamarketing [18] social,media [14] smallbusiness,smallbiz [13] socialmediamarketing,digitalmarketing [12] marketing,strategy [10] marketing,digitalmarketing [10] digitalmarketing,growthhacking [10] digital,marketing [10] 10,best [8] socialmedia,digitalmarketing Top Word Pairs in Tweet in G10:
[23] digital,marketing [20] 7,astuces [20] des,mots [20] mots,clés [18] read,more [17] pour,trouver [16] trouver,des [16] clés,pertinents [15] infographie,7 [15] astuces,seo Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G8:
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:
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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: