The graph represents a network of 4,948 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, 28 September 2020 at 21:55 UTC.
The requested start date was Monday, 28 September 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, 23-minute period from Wednesday, 23 September 2020 at 16:03 UTC to Friday, 25 September 2020 at 19:27 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 : 4948
Unique Edges : 3377
Edges With Duplicates : 8681
Total Edges : 12058
Number of Edge Types : 5
Retweet : 3006
Tweet : 4200
Mentions : 1490
MentionsInRetweet : 3300
Replies to : 62
Self-Loops : 4465
Reciprocated Vertex Pair Ratio : 0.0231639905238221
Reciprocated Edge Ratio : 0.0452791355801389
Connected Components : 2025
Single-Vertex Connected Components : 1456
Maximum Vertices in a Connected Component : 1857
Maximum Edges in a Connected Component : 7207
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.139647
Graph Density : 0.000158797236151876
Modularity : 0.386277
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,948 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, 28 September 2020 at 21:55 UTC.
The requested start date was Monday, 28 September 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, 23-minute period from Wednesday, 23 September 2020 at 16:03 UTC to Friday, 25 September 2020 at 19:27 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:
[531] digital,marketing [435] social,media [400] #digitalmarketing,#marketing [278] #marketing,#digitalmarketing [248] #digitalmarketing,#seo [240] #seo,#digitalmarketing [218] gt,gt [204] #digitalmarketing,#digital [191] #digital,#marketing [189] ryanglass4real,#entreprenuer Top Word Pairs in Tweet in G1:
[177] social,media [171] digital,marketing [119] #marketing,#digitalmarketing [104] #digitalmarketing,#marketing [72] #digitalmarketing,#seo [64] #digitalmarketing,#socialmedia [58] #seo,#marketing [56] #socialmediamarketing,#seo [55] #digitalmarketing,#socialmediamarketing [55] #seo,#digitalmarketing Top Word Pairs in Tweet in G2:
[186] ryanglass4real,#entreprenuer [165] #digitalmarketing,#digital [153] #digital,#marketing [134] #startup,#growthhacking [117] #digitalmarketing,#marketing [96] #marketing,#seo [61] digital,marketing [60] social,media [57] #seo,#digitalmarketing [53] #growthhacking,#business Top Word Pairs in Tweet in G3:
[103] gt,gt [84] read,more [41] more,#bigdata [37] #contentmarketing,#digitalmarketing [36] #digitalmarketing,#marketing [35] #socialmedia,#digitalmarketing [35] #developing,#socialmedia [35] #socialmedia,app [35] app,allows [35] allows,users Top Word Pairs in Tweet in G4:
[46] digital,business [44] business,needs [36] needs,please [35] please,visit [23] visit,#businessintelligence [23] #businessintelligence,#digitalmarketing [23] #digitalmarketing,#gdpr [23] #gdpr,#brexit [23] #brexit,#webdesign [23] #webdesign,#seo Top Word Pairs in Tweet in G5:
[40] gt,gt [23] social,media [19] gig,fiverr [18] check,gig [12] #marketing,#digitalmarketing [12] #digitalmarketing,sharing [10] media,marketing [10] #seo,#digitalmarketing [9] #onlinemarketing,#marketingtips [8] thanks,sharing Top Word Pairs in Tweet in G6:
[24] hubspot,inbound [23] week,jsaers [23] jsaers,attending [23] attending,hubspot [23] inbound,virtual [23] virtual,conference [23] conference,looking [23] looking,forward [23] forward,learning [23] learning,more Top Word Pairs in Tweet in G7:
[39] #seo,#digitalmarketing [38] #blogging,#wordpress [38] #wordpress,#seo [37] #digitalmarketing,#seo [26] #seo,#contentmarketing [24] smart,seamless [24] seamless,freelancer [24] freelancer,tools [23] tools,build [23] build,manage Top Word Pairs in Tweet in G8:
[17] #marketing,predictions [17] predictions,#digitalmarketing [16] onpassive,#videoemail [16] #videoemail,set [16] set,redefine [16] redefine,customer [16] customer,interactions [16] interactions,#videomarketing [16] #videomarketing,#marketing [16] #marketing,#emailmarketing Top Word Pairs in Tweet in G9:
[14] digital,marketing [10] content,marketing [9] ten,management [9] management,tips [9] tips,great [9] great,leaders [9] leaders,#infographic [9] #infographic,antgrasso [9] antgrasso,#startups [9] #startups,#businessmotivation Top Word Pairs in Tweet in G10:
[59] #digitalmarketing,#onlinemarketing [56] #onlinemarketing,#vacation [56] #vacation,#travel [46] #travel,#emailmarketing [31] price,drop [23] passle,timothy_hughes [21] #emailmarketing,#entrepreneur [21] #entrepreneur,#startup [21] actravelservice,price [15] dlaignite,#socialselling Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: