The graph represents a network of 4,506 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, 24 August 2020 at 22:16 UTC.
The requested start date was Monday, 24 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 13-minute period from Wednesday, 19 August 2020 at 10:06 UTC to Friday, 21 August 2020 at 13:19 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 : 4506
Unique Edges : 3136
Edges With Duplicates : 9362
Total Edges : 12498
Number of Edge Types : 5
Tweet : 3890
Retweet : 3167
MentionsInRetweet : 3692
Mentions : 1699
Replies to : 50
Self-Loops : 4106
Reciprocated Vertex Pair Ratio : 0.0220108695652174
Reciprocated Edge Ratio : 0.0430736506248338
Connected Components : 1840
Single-Vertex Connected Components : 1350
Maximum Vertices in a Connected Component : 1790
Maximum Edges in a Connected Component : 8265
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.594832
Graph Density : 0.000185275225584041
Modularity : 0.355088
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,506 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, 24 August 2020 at 22:16 UTC.
The requested start date was Monday, 24 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 13-minute period from Wednesday, 19 August 2020 at 10:06 UTC to Friday, 21 August 2020 at 13:19 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:
[620] digital,marketing [403] social,media [374] #digitalmarketing,#marketing [324] #marketing,#digitalmarketing [275] ryanglass4real,#entreprenuer [246] #frizemedia,charlesfrize [235] #digitalmarketing,#seo [227] #seo,#digitalmarketing [209] charlesfrize,ageless_2u [203] read,more Top Word Pairs in Tweet in G1:
[215] digital,marketing [130] social,media [90] #marketing,#digitalmarketing [88] #digitalmarketing,#marketing [76] #digitalmarketing,#seo [63] #seo,#digitalmarketing [54] #socialmediamarketing,#digitalmarketing [50] #digitalmarketing,#socialmediamarketing [48] #digitalmarketing,#socialmedia [44] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G2:
[138] #digitalmarketing,#marketing [109] read,more [95] #seo,#digitalmarketing [86] #marketing,#seo [70] digital,marketing [51] #digitalmarketing,#seo [50] social,media [45] more,#bigdata [44] #contentmarketing,#digitalmarketing [43] #blogging,#wordpress Top Word Pairs in Tweet in G3:
[19] #rt,startgrowthhack [18] #digitalmarketing,#businesscoach [18] #businesscoach,#digitalsabesh [16] #digitalsabesh,#socialmedia [16] social,media [15] ways,#ai [15] #ai,revolutionize [15] revolutionize,#ecommerce [15] #ecommerce,industry [15] industry,manirudhphani Top Word Pairs in Tweet in G4:
[56] #digitalmarketing,#bigdata [47] #bigdata,#startups [44] #startups,#startup [42] gt,gt [36] template,#digitalmarketing [29] #marketing,#seo [29] presentation,template [28] social,media [28] #datascience,#ai [28] #ai,#5g Top Word Pairs in Tweet in G5:
[30] earn,money [28] social,media [24] digital,marketing [24] webtalk,earn [21] join,webtalk [21] webtalk,webtalk [21] webtalk,pays [20] #marketing,#digitalmarketing [20] #digitalmarketing,#seo [18] #digitalmarketing,#marketing Top Word Pairs in Tweet in G6:
[260] ryanglass4real,#entreprenuer [122] #startup,#growthhacking [61] #startup,# [39] universe,#blockchain [39] #blockchain,applications [39] applications,#infographic [39] #infographic,#topcybernews [39] #topcybernews,#design [39] #design,#online [39] #online,#tech Top Word Pairs in Tweet in G7:
[52] #homebusiness,#entrepreneur [48] #socialmedia,#digitalmarketing [46] #entrepreneur,#socialmedia [42] #growthhacking,#startup [42] #startup,#smallbusiness [41] #smallbiz,#growthhacking [40] #marketing,#digitalmarketing [40] #digitalmarketing,#smallbiz [30] #smallbusiness,#growthhacking [29] #digitalmarketing,#businessgrowth Top Word Pairs in Tweet in G8:
[17] digital,marketing [15] #digitalmarketing,#marketing [10] content,marketing [9] social,media [7] #contentmarketing,#digitalmarketing [7] marketing,#digitalmarketing [6] adds,more [6] strategy,called [5] #craftee,#creativity [5] media,marketing Top Word Pairs in Tweet in G9:
[23] digital,marketing [11] social,media [8] #marketing,#digitalmarketing [8] #socialselling,#digitalselling [7] #digitalmarketing,#digital [7] #digitalmarketing,#seo [7] passle,timothy_hughes [7] dlaignite,#socialselling [6] timothy_hughes,dlaignite [6] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G10:
[45] digital,marketing [17] #digitalmarketing,#socialmedia [16] #socialmedia,#socialmediamarketing [14] #marketing,#digitalmarketing [11] marketing,tools [10] #socialmediamarketing,#google [10] #digitalmarketing,#digital [10] tools,#digitalmarketing [10] #digitalmarketing,#cmo [10] #cmo,#marketingtips 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: