The graph represents a network of 4,128 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, 12 April 2021 at 22:18 UTC.
The requested start date was Monday, 12 April 2021 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, 35-minute period from Thursday, 08 April 2021 at 15:32 UTC to Saturday, 10 April 2021 at 19:07 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 : 4128
Unique Edges : 3048
Edges With Duplicates : 9712
Total Edges : 12760
Number of Edge Types : 5
Retweet : 3495
MentionsInRetweet : 4030
Tweet : 3892
Mentions : 1217
Replies to : 126
Self-Loops : 4146
Reciprocated Vertex Pair Ratio : 0.016254063515879
Reciprocated Edge Ratio : 0.031988188976378
Connected Components : 1403
Single-Vertex Connected Components : 1100
Maximum Vertices in a Connected Component : 2191
Maximum Edges in a Connected Component : 10075
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.305139
Graph Density : 0.000238550066399566
Modularity : 0.338799
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,128 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, 12 April 2021 at 22:18 UTC.
The requested start date was Monday, 12 April 2021 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, 35-minute period from Thursday, 08 April 2021 at 15:32 UTC to Saturday, 10 April 2021 at 19:07 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:
[602] #digitalmarketing,#marketing [548] digital,marketing [399] #marketing,#digitalmarketing [349] social,media [293] #marketing,#socialmediamarketing [259] #seo,#digitalmarketing [251] #onlinemarketing,#contentmarketing [241] #entrepreneur,#business [237] #business,#digitalmarketing [237] #contentmarketing,#seo Top Word Pairs in Tweet in G1:
[174] #digitalmarketing,#marketing [137] digital,marketing [113] #marketing,#socialmediamarketing [104] #entrepreneur,#business [102] #contentmarketing,#seo [97] #business,#digitalmarketing [97] #onlinemarketing,#contentmarketing [95] social,media [91] #socialmedia,#onlinemarketing [90] online,shopping Top Word Pairs in Tweet in G2:
[126] #marketing,#digitalmarketing [99] digital,marketing [91] lt,co [90] co,msyibbytd5 [90] msyibbytd5,gt [90] gt,#affiliate [86] #affiliate,#affiliatemarketing [83] #business,#marketingdigital [81] #digitalmarketing,#business [76] #affiliatemarketing,#marketing Top Word Pairs in Tweet in G3:
[83] #digitalmarketing,#marketing [63] #onlinemarketing,#contentmarketing [54] #marketing,#socialmediamarketing [52] #entrepreneur,#business [51] #contentmarketing,#seo [48] online,shopping [47] #startups,#business [45] #socialmedia,#onlinemarketing [45] online,business [40] #business,#digitalmarketing Top Word Pairs in Tweet in G4:
[58] #digitalhealth,#socialmedia [58] #socialmedia,#digitalmarketing [44] #marketing,#digitalmarketing [38] digital,marketing [29] artificial,intelligence [26] email,marketing [24] intelligence,transforming [24] transforming,email [24] marketing,#artificialintelligence [24] #artificialintelligence,ai Top Word Pairs in Tweet in G5:
[47] #marketing,#digitalmarketing [26] #branding,#business [25] digital,marketing [25] #digitalmarketing,#socialmedia [24] #socialmedia,#socialmediamarketing [22] social,media [22] branding,needs [22] needs,visit [22] visit,netcom [22] netcom,business Top Word Pairs in Tweet in G6:
[73] #digitalmarketing,#marketing [40] #marketing,#seo [38] #seo,#digitalmarketing [28] seroundtable,#seo [27] digital,marketing [24] search,console [20] #entrepreneur,#business [19] #digitalmarketing,#seo [18] marcflood,google [17] #contentmarketing,#seo Top Word Pairs in Tweet in G7:
[35] artificial,intelligence [14] digital,marketing [13] #uk,teacher [13] teacher,made [13] made,student [13] student,#3d [13] #3d,printed [13] printed,bionic [13] bionic,arm [13] arm,itkinnovation Top Word Pairs in Tweet in G8:
[65] #seo,#digitalmarketing [43] #blogging,#wordpress [43] #wordpress,#seo [39] digital,marketing [26] #digitalmarketing,#seo [22] #digitalmarketing,#marketing [21] top,#seo [16] #contentmarketing,#digitalmarketing [16] #digitalmarketing,#socialmediamarketing [16] social,media Top Word Pairs in Tweet in G9:
[35] #digitalmarketing,#marketers [27] #contentmarketing,#emailmarketing [26] #datalists,#seo [26] #seo,#keywords [26] #keywords,#landingpages [23] domain,sale [22] sanshui596,#comedian [22] #marketers,#contentmarketing [19] domainfq,domain [17] #seo,#digitalmarketing Top Word Pairs in Tweet in G10:
[70] #resort,#airfare [70] #airfare,#deals [70] #deals,compare [64] compare,best [60] #digitalmarketing,#marketing [54] actravelservice,price [54] price,drop [53] #marketing,#socialmediamarketing [46] #entrepreneur,#business [45] #contentmarketing,#seo 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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