The graph represents a network of 2,894 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, 11 November 2019 at 06:44 UTC.
The requested start date was Monday, 11 November 2019 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, 6-hour, 3-minute period from Saturday, 09 November 2019 at 10:38 UTC to Sunday, 10 November 2019 at 16:42 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 : 2894
Unique Edges : 3419
Edges With Duplicates : 3806
Total Edges : 7225
Number of Edge Types : 3
Mentions : 4643
Tweet : 2541
Replies to : 41
Self-Loops : 2541
Reciprocated Vertex Pair Ratio : 0.0240108217788299
Reciprocated Edge Ratio : 0.0468956406869221
Connected Components : 887
Single-Vertex Connected Components : 619
Maximum Vertices in a Connected Component : 1454
Maximum Edges in a Connected Component : 5277
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.963663
Graph Density : 0.00036166702220239
Modularity : 0.428235
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,894 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, 11 November 2019 at 06:44 UTC.
The requested start date was Monday, 11 November 2019 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, 6-hour, 3-minute period from Saturday, 09 November 2019 at 10:38 UTC to Sunday, 10 November 2019 at 16:42 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[378] digital,marketing [331] #digitalmarketing,#marketing [276] charlesfrize,myfoodfantasy69 [259] #frizemedia,charlesfrize [252] social,media [231] #marketing,#digitalmarketing [211] gt,gt [167] myfoodfantasy69,ageless_2u [148] ageless_2u,dynamicfrize [148] dynamicfrize,frizemedia Top Word Pairs in Tweet in G1:
[102] digital,marketing [54] #marketing,#digitalmarketing [46] #digitalmarketing,#marketing [41] social,media [29] #digitalmarketing,#ranking [28] #seo,#seotool [28] #seotool,#fiverr [28] #fiverr,#viral [28] #viral,#fiverrseller [28] #fiverrseller,#fiverrgigs Top Word Pairs in Tweet in G2:
[73] gt,gt [61] #seo,#smm [52] digital,marketing [36] social,media [35] #digitalmarketing,#marketing [30] #smm,#marketing [30] #marketing,#blog [28] #infographic,follow [26] #blog,#blogger [25] #growthhacking,#digitalmarketing Top Word Pairs in Tweet in G3:
[93] digital,marketing [62] #digitalmarketing,#marketing [61] social,media [37] #marketing,#digitalmarketing [34] #digitalmarketing,#socialmedia [23] #contentmarketing,#digitalmarketing [23] #digitalmarketing,#seo [21] #digitalmarketing,#onlinemarketing [20] ways,market [20] marketing,#digitalmarketing Top Word Pairs in Tweet in G4:
[71] sejournal,google [66] #digitalmarketing,#marketing [57] #marketing,#seo [46] #seo,#searchengineoptimization [40] #searchengineoptimization,#digitalmarketing [32] martinibuster,#seo [30] google,update [29] 2019,martinibuster [28] update,november [28] november,2019 Top Word Pairs in Tweet in G5:
[45] #digitalmarketing,#marketing [34] special,hot [33] #digital,#digitalmarketing [32] #marketing,#marketingtips [30] #confidence,#digital [28] #digitalmarketing,#onlinemarketing [26] hot,#washingtondc [26] #washingtondc,#was [26] #marketingtips,#design [24] actravelservice,special Top Word Pairs in Tweet in G6:
[31] #socialmediamarketing,#digitalmarketing [20] #marketing,#digitalmarketing [18] social,media [15] #digitalmarketing,#smm [14] digital,marketing [14] #digitalmarketing,#marketing [14] #digitalmarketing,#contentmarketing [14] #affiliatemarketing,#internetmarketing [14] #google,#heygoogle [14] #heygoogle,google Top Word Pairs in Tweet in G7:
[19] #b2b,#marketing [13] #startup,#growthhacking [12] #marketing,#digitalmarketing [12] #ai,new [12] new,retail [12] retail,recent [12] recent,developments [12] developments,future [12] future,trends [12] trends,synced_global Top Word Pairs in Tweet in G8:
[39] check,out [37] out,latest [37] latest,#promotion [37] 0203,928 [37] 928,1473 [35] #webdesign,#contentmarketing [35] #contentmarketing,#videomarketing [35] #videomarketing,#sms [35] #sms,#mobilemarketing [35] #mobilemarketing,#socialmediamarketing Top Word Pairs in Tweet in G9:
[19] #marketing,#digitalmarketing [17] social,media [15] #digitalmarketing,#onlinebusiness [12] #seotips,#onpage [11] #onpage,#offpage [10] #seo,#seotips [10] #digitalmarketing,#businessgrowth [9] #googleads,#emailmarketing [9] #smm,#googleads [9] #businessgrowth,#smallbusiness 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:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: