The graph represents a network of 3,248 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 Monday, 17 February 2020 at 06:53 UTC.
The requested start date was Monday, 17 February 2020 at 01:01 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, 13-minute period from Friday, 14 February 2020 at 06:25 UTC to Saturday, 15 February 2020 at 11:38 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 : 3248
Unique Edges : 3902
Edges With Duplicates : 2477
Total Edges : 6379
Number of Edge Types : 4
Tweet : 2636
MentionsInRetweet : 2633
Mentions : 1059
Replies to : 51
Self-Loops : 2636
Reciprocated Vertex Pair Ratio : 0.0183884988298228
Reciprocated Edge Ratio : 0.036112934996717
Connected Components : 1270
Single-Vertex Connected Components : 951
Maximum Vertices in a Connected Component : 1379
Maximum Edges in a Connected Component : 4001
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.352135
Graph Density : 0.000288822877047551
Modularity : 0.525731
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,248 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 Monday, 17 February 2020 at 06:53 UTC.
The requested start date was Monday, 17 February 2020 at 01:01 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, 13-minute period from Friday, 14 February 2020 at 06:25 UTC to Saturday, 15 February 2020 at 11:38 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 : digitalmarketing
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:
[418] digital,marketing [257] #digitalmarketing,#marketing [205] #marketing,#digitalmarketing [190] social,media [189] #seo,#digitalmarketing [185] #smm,#socialmediamarketing [183] #digitalmarketing,#seo [178] #digitalmarketing,#socialmedia [177] #seo,#searchengineoptimization [135] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G1:
[111] digital,marketing [81] #digitalmarketing,#seo [70] #digitalmarketing,#marketing [65] social,media [55] #marketing,#digitalmarketing [50] #seo,#digitalmarketing [48] valentine's,day [48] #pakistan,#karachi [38] #digitalmarketing,#socialmedia [37] #seo,#smm Top Word Pairs in Tweet in G2:
[112] #seo,#searchengineoptimization [78] #searchengineoptimization,#digitalmarketing [68] #digitalmarketing,#marketing [64] #smm,#socialmediamarketing [59] sejournal,google [57] #marketing,#seo [53] #digitalmarketing,#google [50] #seo,#digitalmarketing [49] #google,#heygoogle [49] #heygoogle,google Top Word Pairs in Tweet in G3:
[40] digital,marketing [33] #digitalmarketing,#onlinemarketing [30] #digitalmarketing,#contentmarketing [29] #marketing,#contentmarketing [27] #seo,#smm [24] #marketing,#socialmedia [24] #contentmarketing,#marketing [22] #marketingtips,#seo [21] #digitalmarketing,#seo [20] #smm,#marketing Top Word Pairs in Tweet in G4:
[76] #keyword,#digitalmarketing [73] #digitalmarketing,#socialmedia [73] #socialmedia,#smm [71] top,successful [71] successful,weekend [71] weekend,habits [71] habits,#digitalmarketing [71] #smm,#socialmediamarketing [71] #socialmediamarketing,#marketingstrategy [70] andreapaci90,top Top Word Pairs in Tweet in G5:
[17] started,#data [17] #data,driven [17] driven,#emailmarketing [17] #emailmarketing,create [17] create,plan [17] plan,gather [17] gather,#data [17] #data,implement [17] implement,#digitalmarketing [13] #digitalmarketing,#marketing Top Word Pairs in Tweet in G6:
[41] digital,marketing [39] #frizemedia,#digitalmarketing [34] #socialmedia,#socialmediamarketing [31] #seo,#searchengineoptimization [31] #digitalmarketing,#socialmediamarketing [29] marketing,services [29] #marketing,#digitalmarketing [28] #searchengineoptimization,#digitalmarketing [24] #socialmediamarketing,#digitalmarketing [24] #digitalmarketing,#marketing Top Word Pairs in Tweet in G7:
[46] digital,marketing [18] marketing,trends [10] social,media [9] #digitalmarketing,#socialmedia [8] trends,2020 [8] #digitalmarketing,#onlinemarketing [7] #digitalmarketing,trends [6] brands,such [6] such,cheap [6] cheap,tricks Top Word Pairs in Tweet in G8:
[54] build,abundant [54] abundant,lifestyle [54] lifestyle,stop [54] stop,making [54] making,excuses [54] excuses,#motivational [54] #motivational,#motivation [54] #motivation,#selfgrowth [53] tipsclear,build [53] #selfgrowth,#personalgrow Top Word Pairs in Tweet in G9:
[16] digital,marketing [12] battleground,digital [8] #digitalmarketing,#digital [7] #videomarketing,#socialmediamarketing [7] digital,customers [7] customers,ownership [7] ownership,getting [7] getting,replaced [7] replaced,accessibility [7] accessibility,tap Top Word Pairs in Tweet in G10:
[37] #marketing,#digitalmarketing [35] #digitalmarketing,#businessgrowth [33] #businessgrowth,#smallbusiness [33] #smallbusiness,#growthhacking [33] #growthhacking,#entrepreneur [18] #seo,#smm [15] #smm,#links [15] #links,#backlinks [11] #backlinks,#linkbuilding [11] #linkbuilding,#blogcomments 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: